id	sid	tid	token	lemma	pos
work_zbpzx43flfaifddpftczprcome	1	1	Dual	dual	JJ
work_zbpzx43flfaifddpftczprcome	1	2	network	network	NN
work_zbpzx43flfaifddpftczprcome	1	3	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	1	4	for	for	IN
work_zbpzx43flfaifddpftczprcome	1	5	representing	represent	VBG
work_zbpzx43flfaifddpftczprcome	1	6	research	research	NN
work_zbpzx43flfaifddpftczprcome	1	7	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	1	8	in	in	IN
work_zbpzx43flfaifddpftczprcome	1	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	1	10	link	link	NN
work_zbpzx43flfaifddpftczprcome	1	11	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	1	12	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	1	13	on	on	IN
work_zbpzx43flfaifddpftczprcome	1	14	co	co	JJ
work_zbpzx43flfaifddpftczprcome	1	15	-	-	JJ
work_zbpzx43flfaifddpftczprcome	1	16	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	1	17	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	1	18	Dual	dual	JJ
work_zbpzx43flfaifddpftczprcome	1	19	network	network	NN
work_zbpzx43flfaifddpftczprcome	1	20	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	1	21	for	for	IN
work_zbpzx43flfaifddpftczprcome	1	22	representing	represent	VBG
work_zbpzx43flfaifddpftczprcome	1	23	research	research	NN
work_zbpzx43flfaifddpftczprcome	1	24	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	1	25	in	in	IN
work_zbpzx43flfaifddpftczprcome	1	26	the	the	DT
work_zbpzx43flfaifddpftczprcome	1	27	link	link	NN
work_zbpzx43flfaifddpftczprcome	1	28	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	1	29	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	1	30	on	on	IN
work_zbpzx43flfaifddpftczprcome	1	31	co	co	JJ
work_zbpzx43flfaifddpftczprcome	1	32	-	-	JJ
work_zbpzx43flfaifddpftczprcome	1	33	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	1	34	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	1	35	Ilya	ilya	JJ
work_zbpzx43flfaifddpftczprcome	1	36	Makarov1,2	makarov1,2	NN
work_zbpzx43flfaifddpftczprcome	1	37	,	,	,
work_zbpzx43flfaifddpftczprcome	1	38	Olga	Olga	NNP
work_zbpzx43flfaifddpftczprcome	1	39	Gerasimova1	Gerasimova1	NNP
work_zbpzx43flfaifddpftczprcome	1	40	,	,	,
work_zbpzx43flfaifddpftczprcome	1	41	Pavel	Pavel	NNP
work_zbpzx43flfaifddpftczprcome	1	42	Sulimov1	Sulimov1	NNP
work_zbpzx43flfaifddpftczprcome	1	43	and	and	CC
work_zbpzx43flfaifddpftczprcome	1	44	Leonid	Leonid	NNP
work_zbpzx43flfaifddpftczprcome	1	45	E.	E.	NNP
work_zbpzx43flfaifddpftczprcome	1	46	Zhukov1	Zhukov1	NNP
work_zbpzx43flfaifddpftczprcome	1	47	1	1	CD
work_zbpzx43flfaifddpftczprcome	1	48	School	School	NNP
work_zbpzx43flfaifddpftczprcome	1	49	of	of	IN
work_zbpzx43flfaifddpftczprcome	1	50	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	1	51	Analysis	Analysis	NNP
work_zbpzx43flfaifddpftczprcome	1	52	and	and	CC
work_zbpzx43flfaifddpftczprcome	1	53	Artificial	Artificial	NNP
work_zbpzx43flfaifddpftczprcome	1	54	Intelligence	Intelligence	NNP
work_zbpzx43flfaifddpftczprcome	1	55	,	,	,
work_zbpzx43flfaifddpftczprcome	1	56	National	National	NNP
work_zbpzx43flfaifddpftczprcome	1	57	Research	Research	NNP
work_zbpzx43flfaifddpftczprcome	1	58	University	University	NNP
work_zbpzx43flfaifddpftczprcome	1	59	Higher	Higher	NNP
work_zbpzx43flfaifddpftczprcome	1	60	School	School	NNP
work_zbpzx43flfaifddpftczprcome	1	61	of	of	IN
work_zbpzx43flfaifddpftczprcome	1	62	Economics	Economics	NNP
work_zbpzx43flfaifddpftczprcome	1	63	,	,	,
work_zbpzx43flfaifddpftczprcome	1	64	Moscow	Moscow	NNP
work_zbpzx43flfaifddpftczprcome	1	65	,	,	,
work_zbpzx43flfaifddpftczprcome	1	66	Russia	Russia	NNP
work_zbpzx43flfaifddpftczprcome	1	67	2	2	CD
work_zbpzx43flfaifddpftczprcome	1	68	Faculty	Faculty	NNP
work_zbpzx43flfaifddpftczprcome	1	69	of	of	IN
work_zbpzx43flfaifddpftczprcome	1	70	Computer	Computer	NNP
work_zbpzx43flfaifddpftczprcome	1	71	and	and	CC
work_zbpzx43flfaifddpftczprcome	1	72	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	1	73	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	1	74	,	,	,
work_zbpzx43flfaifddpftczprcome	1	75	University	University	NNP
work_zbpzx43flfaifddpftczprcome	1	76	of	of	IN
work_zbpzx43flfaifddpftczprcome	1	77	Ljubljana	Ljubljana	NNP
work_zbpzx43flfaifddpftczprcome	1	78	,	,	,
work_zbpzx43flfaifddpftczprcome	1	79	Ljubljana	Ljubljana	NNP
work_zbpzx43flfaifddpftczprcome	1	80	,	,	,
work_zbpzx43flfaifddpftczprcome	1	81	Slovenia	Slovenia	NNP
work_zbpzx43flfaifddpftczprcome	1	82	ABSTRACT	ABSTRACT	NNP
work_zbpzx43flfaifddpftczprcome	1	83	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	1	84	present	present	VBP
work_zbpzx43flfaifddpftczprcome	1	85	a	a	DT
work_zbpzx43flfaifddpftczprcome	1	86	study	study	NN
work_zbpzx43flfaifddpftczprcome	1	87	on	on	IN
work_zbpzx43flfaifddpftczprcome	1	88	co	co	JJ
work_zbpzx43flfaifddpftczprcome	1	89	-	-	JJ
work_zbpzx43flfaifddpftczprcome	1	90	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	1	91	network	network	NN
work_zbpzx43flfaifddpftczprcome	1	92	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	1	93	based	base	VBN
work_zbpzx43flfaifddpftczprcome	1	94	on	on	IN
work_zbpzx43flfaifddpftczprcome	1	95	network	network	NN
work_zbpzx43flfaifddpftczprcome	1	96	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	1	97	together	together	RB
work_zbpzx43flfaifddpftczprcome	1	98	with	with	IN
work_zbpzx43flfaifddpftczprcome	1	99	additional	additional	JJ
work_zbpzx43flfaifddpftczprcome	1	100	information	information	NN
work_zbpzx43flfaifddpftczprcome	1	101	on	on	IN
work_zbpzx43flfaifddpftczprcome	1	102	topic	topic	NN
work_zbpzx43flfaifddpftczprcome	1	103	modeling	modeling	NN
work_zbpzx43flfaifddpftczprcome	1	104	of	of	IN
work_zbpzx43flfaifddpftczprcome	1	105	research	research	NN
work_zbpzx43flfaifddpftczprcome	1	106	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	1	107	and	and	CC
work_zbpzx43flfaifddpftczprcome	1	108	new	new	JJ
work_zbpzx43flfaifddpftczprcome	1	109	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	1	110	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	1	111	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	1	112	.	.	.
work_zbpzx43flfaifddpftczprcome	2	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	2	2	use	use	VBP
work_zbpzx43flfaifddpftczprcome	2	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	2	4	link	link	NN
work_zbpzx43flfaifddpftczprcome	2	5	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	2	6	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	2	7	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	2	8	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	2	9	model	model	NN
work_zbpzx43flfaifddpftczprcome	2	10	for	for	IN
work_zbpzx43flfaifddpftczprcome	2	11	constructing	construct	VBG
work_zbpzx43flfaifddpftczprcome	2	12	a	a	DT
work_zbpzx43flfaifddpftczprcome	2	13	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	2	14	system	system	NN
work_zbpzx43flfaifddpftczprcome	2	15	for	for	IN
work_zbpzx43flfaifddpftczprcome	2	16	searching	search	VBG
work_zbpzx43flfaifddpftczprcome	2	17	collaborators	collaborator	NNS
work_zbpzx43flfaifddpftczprcome	2	18	with	with	IN
work_zbpzx43flfaifddpftczprcome	2	19	similar	similar	JJ
work_zbpzx43flfaifddpftczprcome	2	20	research	research	NN
work_zbpzx43flfaifddpftczprcome	2	21	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	2	22	.	.	.
work_zbpzx43flfaifddpftczprcome	3	1	Extracting	extract	VBG
work_zbpzx43flfaifddpftczprcome	3	2	topics	topic	NNS
work_zbpzx43flfaifddpftczprcome	3	3	for	for	IN
work_zbpzx43flfaifddpftczprcome	3	4	each	each	DT
work_zbpzx43flfaifddpftczprcome	3	5	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	3	6	,	,	,
work_zbpzx43flfaifddpftczprcome	3	7	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	3	8	construct	construct	VBP
work_zbpzx43flfaifddpftczprcome	3	9	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	3	10	co	co	NN
work_zbpzx43flfaifddpftczprcome	3	11	-	-	JJ
work_zbpzx43flfaifddpftczprcome	3	12	occurrence	occurrence	JJ
work_zbpzx43flfaifddpftczprcome	3	13	network	network	NN
work_zbpzx43flfaifddpftczprcome	3	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	3	15	use	use	VB
work_zbpzx43flfaifddpftczprcome	3	16	its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	3	17	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	3	18	for	for	IN
work_zbpzx43flfaifddpftczprcome	3	19	further	further	RB
work_zbpzx43flfaifddpftczprcome	3	20	generalizing	generalize	VBG
work_zbpzx43flfaifddpftczprcome	3	21	author	author	NN
work_zbpzx43flfaifddpftczprcome	3	22	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	3	23	.	.	.
work_zbpzx43flfaifddpftczprcome	4	1	Standard	standard	JJ
work_zbpzx43flfaifddpftczprcome	4	2	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	4	3	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	4	4	engineering	engineering	NN
work_zbpzx43flfaifddpftczprcome	4	5	and	and	CC
work_zbpzx43flfaifddpftczprcome	4	6	network	network	NN
work_zbpzx43flfaifddpftczprcome	4	7	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	4	8	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	4	9	were	be	VBD
work_zbpzx43flfaifddpftczprcome	4	10	combined	combine	VBN
work_zbpzx43flfaifddpftczprcome	4	11	for	for	IN
work_zbpzx43flfaifddpftczprcome	4	12	constructing	construct	VBG
work_zbpzx43flfaifddpftczprcome	4	13	co	co	NN
work_zbpzx43flfaifddpftczprcome	4	14	-	-	NN
work_zbpzx43flfaifddpftczprcome	4	15	author	author	NN
work_zbpzx43flfaifddpftczprcome	4	16	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	4	17	system	system	NN
work_zbpzx43flfaifddpftczprcome	4	18	formulated	formulate	VBN
work_zbpzx43flfaifddpftczprcome	4	19	as	as	IN
work_zbpzx43flfaifddpftczprcome	4	20	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	4	21	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	4	22	and	and	CC
work_zbpzx43flfaifddpftczprcome	4	23	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	4	24	of	of	IN
work_zbpzx43flfaifddpftczprcome	4	25	future	future	JJ
work_zbpzx43flfaifddpftczprcome	4	26	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	4	27	structure	structure	NN
work_zbpzx43flfaifddpftczprcome	4	28	.	.	.
work_zbpzx43flfaifddpftczprcome	5	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	5	2	evaluate	evaluate	VBP
work_zbpzx43flfaifddpftczprcome	5	3	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	5	4	survey	survey	NN
work_zbpzx43flfaifddpftczprcome	5	5	on	on	IN
work_zbpzx43flfaifddpftczprcome	5	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	5	7	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	5	8	containing	contain	VBG
work_zbpzx43flfaifddpftczprcome	5	9	temporal	temporal	JJ
work_zbpzx43flfaifddpftczprcome	5	10	information	information	NN
work_zbpzx43flfaifddpftczprcome	5	11	on	on	IN
work_zbpzx43flfaifddpftczprcome	5	12	National	National	NNP
work_zbpzx43flfaifddpftczprcome	5	13	Research	Research	NNP
work_zbpzx43flfaifddpftczprcome	5	14	University	University	NNP
work_zbpzx43flfaifddpftczprcome	5	15	Higher	Higher	NNP
work_zbpzx43flfaifddpftczprcome	5	16	School	School	NNP
work_zbpzx43flfaifddpftczprcome	5	17	of	of	IN
work_zbpzx43flfaifddpftczprcome	5	18	Economics	Economics	NNP
work_zbpzx43flfaifddpftczprcome	5	19	over	over	IN
work_zbpzx43flfaifddpftczprcome	5	20	25	25	CD
work_zbpzx43flfaifddpftczprcome	5	21	years	year	NNS
work_zbpzx43flfaifddpftczprcome	5	22	of	of	IN
work_zbpzx43flfaifddpftczprcome	5	23	research	research	NN
work_zbpzx43flfaifddpftczprcome	5	24	articles	article	NNS
work_zbpzx43flfaifddpftczprcome	5	25	indexed	index	VBN
work_zbpzx43flfaifddpftczprcome	5	26	in	in	IN
work_zbpzx43flfaifddpftczprcome	5	27	Russian	Russian	NNP
work_zbpzx43flfaifddpftczprcome	5	28	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	5	29	Citation	Citation	NNP
work_zbpzx43flfaifddpftczprcome	5	30	Index	Index	NNP
work_zbpzx43flfaifddpftczprcome	5	31	and	and	CC
work_zbpzx43flfaifddpftczprcome	5	32	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	5	33	.	.	.
work_zbpzx43flfaifddpftczprcome	6	1	Our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	6	2	model	model	NN
work_zbpzx43flfaifddpftczprcome	6	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	6	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	6	5	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	6	6	shows	show	VBZ
work_zbpzx43flfaifddpftczprcome	6	7	better	well	JJR
work_zbpzx43flfaifddpftczprcome	6	8	performance	performance	NN
work_zbpzx43flfaifddpftczprcome	6	9	for	for	IN
work_zbpzx43flfaifddpftczprcome	6	10	stated	stated	JJ
work_zbpzx43flfaifddpftczprcome	6	11	binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	6	12	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	6	13	tasks	task	NNS
work_zbpzx43flfaifddpftczprcome	6	14	on	on	IN
work_zbpzx43flfaifddpftczprcome	6	15	several	several	JJ
work_zbpzx43flfaifddpftczprcome	6	16	co	co	JJ
work_zbpzx43flfaifddpftczprcome	6	17	-	-	JJ
work_zbpzx43flfaifddpftczprcome	6	18	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	6	19	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	6	20	.	.	.
work_zbpzx43flfaifddpftczprcome	7	1	Subjects	Subjects	NNP
work_zbpzx43flfaifddpftczprcome	7	2	Artificial	Artificial	NNP
work_zbpzx43flfaifddpftczprcome	7	3	Intelligence	Intelligence	NNP
work_zbpzx43flfaifddpftczprcome	7	4	,	,	,
work_zbpzx43flfaifddpftczprcome	7	5	Data	Data	NNPS
work_zbpzx43flfaifddpftczprcome	7	6	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	7	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	7	8	Machine	Machine	NNP
work_zbpzx43flfaifddpftczprcome	7	9	Learning	Learning	NNP
work_zbpzx43flfaifddpftczprcome	7	10	,	,	,
work_zbpzx43flfaifddpftczprcome	7	11	Digital	Digital	NNP
work_zbpzx43flfaifddpftczprcome	7	12	Libraries	Libraries	NNPS
work_zbpzx43flfaifddpftczprcome	7	13	,	,	,
work_zbpzx43flfaifddpftczprcome	7	14	Network	Network	NNP
work_zbpzx43flfaifddpftczprcome	7	15	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	7	16	and	and	CC
work_zbpzx43flfaifddpftczprcome	7	17	Online	Online	NNP
work_zbpzx43flfaifddpftczprcome	7	18	Social	Social	NNP
work_zbpzx43flfaifddpftczprcome	7	19	Networks	Networks	NNPS
work_zbpzx43flfaifddpftczprcome	7	20	,	,	,
work_zbpzx43flfaifddpftczprcome	7	21	World	World	NNP
work_zbpzx43flfaifddpftczprcome	7	22	Wide	Wide	NNP
work_zbpzx43flfaifddpftczprcome	7	23	Web	web	NN
work_zbpzx43flfaifddpftczprcome	7	24	and	and	CC
work_zbpzx43flfaifddpftczprcome	7	25	Web	web	NN
work_zbpzx43flfaifddpftczprcome	7	26	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	7	27	Keywords	Keywords	NNP
work_zbpzx43flfaifddpftczprcome	7	28	Co	co	NN
work_zbpzx43flfaifddpftczprcome	7	29	-	-	NN
work_zbpzx43flfaifddpftczprcome	7	30	occurrence	occurrence	NN
work_zbpzx43flfaifddpftczprcome	7	31	network	network	NN
work_zbpzx43flfaifddpftczprcome	7	32	,	,	,
work_zbpzx43flfaifddpftczprcome	7	33	Network	Network	NNP
work_zbpzx43flfaifddpftczprcome	7	34	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	7	35	,	,	,
work_zbpzx43flfaifddpftczprcome	7	36	Machine	machine	NN
work_zbpzx43flfaifddpftczprcome	7	37	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	7	38	,	,	,
work_zbpzx43flfaifddpftczprcome	7	39	Link	Link	NNP
work_zbpzx43flfaifddpftczprcome	7	40	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	7	41	,	,	,
work_zbpzx43flfaifddpftczprcome	7	42	Recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	7	43	systems	system	NNS
work_zbpzx43flfaifddpftczprcome	7	44	,	,	,
work_zbpzx43flfaifddpftczprcome	7	45	Co	co	NN
work_zbpzx43flfaifddpftczprcome	7	46	-	-	NN
work_zbpzx43flfaifddpftczprcome	7	47	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	7	48	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	7	49	INTRODUCTION	introduction	VBP
work_zbpzx43flfaifddpftczprcome	7	50	Nowadays	nowadays	RB
work_zbpzx43flfaifddpftczprcome	7	51	,	,	,
work_zbpzx43flfaifddpftczprcome	7	52	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	7	53	struggle	struggle	VBP
work_zbpzx43flfaifddpftczprcome	7	54	to	to	TO
work_zbpzx43flfaifddpftczprcome	7	55	find	find	VB
work_zbpzx43flfaifddpftczprcome	7	56	relevant	relevant	JJ
work_zbpzx43flfaifddpftczprcome	7	57	scientific	scientific	JJ
work_zbpzx43flfaifddpftczprcome	7	58	contributions	contribution	NNS
work_zbpzx43flfaifddpftczprcome	7	59	among	among	IN
work_zbpzx43flfaifddpftczprcome	7	60	large	large	JJ
work_zbpzx43flfaifddpftczprcome	7	61	variety	variety	NN
work_zbpzx43flfaifddpftczprcome	7	62	of	of	IN
work_zbpzx43flfaifddpftczprcome	7	63	international	international	JJ
work_zbpzx43flfaifddpftczprcome	7	64	conferences	conference	NNS
work_zbpzx43flfaifddpftczprcome	7	65	and	and	CC
work_zbpzx43flfaifddpftczprcome	7	66	journal	journal	NN
work_zbpzx43flfaifddpftczprcome	7	67	articles	article	NNS
work_zbpzx43flfaifddpftczprcome	7	68	.	.	.
work_zbpzx43flfaifddpftczprcome	8	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	8	2	order	order	NN
work_zbpzx43flfaifddpftczprcome	8	3	not	not	RB
work_zbpzx43flfaifddpftczprcome	8	4	to	to	TO
work_zbpzx43flfaifddpftczprcome	8	5	miss	miss	VB
work_zbpzx43flfaifddpftczprcome	8	6	important	important	JJ
work_zbpzx43flfaifddpftczprcome	8	7	improvements	improvement	NNS
work_zbpzx43flfaifddpftczprcome	8	8	in	in	IN
work_zbpzx43flfaifddpftczprcome	8	9	various	various	JJ
work_zbpzx43flfaifddpftczprcome	8	10	related	relate	VBN
work_zbpzx43flfaifddpftczprcome	8	11	fields	field	NNS
work_zbpzx43flfaifddpftczprcome	8	12	of	of	IN
work_zbpzx43flfaifddpftczprcome	8	13	study	study	NN
work_zbpzx43flfaifddpftczprcome	8	14	,	,	,
work_zbpzx43flfaifddpftczprcome	8	15	it	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	8	16	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	8	17	important	important	JJ
work_zbpzx43flfaifddpftczprcome	8	18	to	to	TO
work_zbpzx43flfaifddpftczprcome	8	19	know	know	VB
work_zbpzx43flfaifddpftczprcome	8	20	the	the	DT
work_zbpzx43flfaifddpftczprcome	8	21	current	current	JJ
work_zbpzx43flfaifddpftczprcome	8	22	state	state	NN
work_zbpzx43flfaifddpftczprcome	8	23	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	8	24	of	of	IN
work_zbpzx43flfaifddpftczprcome	8	25	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	8	26	art	art	NN
work_zbpzx43flfaifddpftczprcome	8	27	results	result	NNS
work_zbpzx43flfaifddpftczprcome	8	28	while	while	IN
work_zbpzx43flfaifddpftczprcome	8	29	not	not	RB
work_zbpzx43flfaifddpftczprcome	8	30	reading	read	VBG
work_zbpzx43flfaifddpftczprcome	8	31	all	all	PDT
work_zbpzx43flfaifddpftczprcome	8	32	the	the	DT
work_zbpzx43flfaifddpftczprcome	8	33	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	8	34	tagged	tag	VBN
work_zbpzx43flfaifddpftczprcome	8	35	by	by	IN
work_zbpzx43flfaifddpftczprcome	8	36	research	research	NN
work_zbpzx43flfaifddpftczprcome	8	37	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	8	38	.	.	.
work_zbpzx43flfaifddpftczprcome	9	1	One	one	CD
work_zbpzx43flfaifddpftczprcome	9	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	9	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	9	4	solutions	solution	NNS
work_zbpzx43flfaifddpftczprcome	9	5	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	9	6	to	to	TO
work_zbpzx43flfaifddpftczprcome	9	7	search	search	VB
work_zbpzx43flfaifddpftczprcome	9	8	for	for	IN
work_zbpzx43flfaifddpftczprcome	9	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	9	10	most	most	JJS
work_zbpzx43flfaifddpftczprcome	9	11	“	"	``
work_zbpzx43flfaifddpftczprcome	9	12	important	important	JJ
work_zbpzx43flfaifddpftczprcome	9	13	”	"	''
work_zbpzx43flfaifddpftczprcome	9	14	articles	article	NNS
work_zbpzx43flfaifddpftczprcome	9	15	taking	take	VBG
work_zbpzx43flfaifddpftczprcome	9	16	into	into	IN
work_zbpzx43flfaifddpftczprcome	9	17	account	account	NN
work_zbpzx43flfaifddpftczprcome	9	18	citation	citation	NN
work_zbpzx43flfaifddpftczprcome	9	19	or	or	CC
work_zbpzx43flfaifddpftczprcome	9	20	centrality	centrality	NN
work_zbpzx43flfaifddpftczprcome	9	21	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	9	22	of	of	IN
work_zbpzx43flfaifddpftczprcome	9	23	the	the	DT
work_zbpzx43flfaifddpftczprcome	9	24	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	9	25	and	and	CC
work_zbpzx43flfaifddpftczprcome	9	26	the	the	DT
work_zbpzx43flfaifddpftczprcome	9	27	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	9	28	with	with	IN
work_zbpzx43flfaifddpftczprcome	9	29	high	high	JJ
work_zbpzx43flfaifddpftczprcome	9	30	influence	influence	NN
work_zbpzx43flfaifddpftczprcome	9	31	on	on	IN
work_zbpzx43flfaifddpftczprcome	9	32	specific	specific	JJ
work_zbpzx43flfaifddpftczprcome	9	33	research	research	NN
work_zbpzx43flfaifddpftczprcome	9	34	field	field	NN
work_zbpzx43flfaifddpftczprcome	9	35	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	9	36	Liang	Liang	NNP
work_zbpzx43flfaifddpftczprcome	9	37	,	,	,
work_zbpzx43flfaifddpftczprcome	9	38	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	9	39	&	&	CC
work_zbpzx43flfaifddpftczprcome	9	40	Qian	Qian	NNP
work_zbpzx43flfaifddpftczprcome	9	41	,	,	,
work_zbpzx43flfaifddpftczprcome	9	42	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	9	43	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	9	44	.	.	.
work_zbpzx43flfaifddpftczprcome	10	1	However	however	RB
work_zbpzx43flfaifddpftczprcome	10	2	,	,	,
work_zbpzx43flfaifddpftczprcome	10	3	such	such	JJ
work_zbpzx43flfaifddpftczprcome	10	4	method	method	NN
work_zbpzx43flfaifddpftczprcome	10	5	does	do	VBZ
work_zbpzx43flfaifddpftczprcome	10	6	not	not	RB
work_zbpzx43flfaifddpftczprcome	10	7	include	include	VB
work_zbpzx43flfaifddpftczprcome	10	8	collaborative	collaborative	JJ
work_zbpzx43flfaifddpftczprcome	10	9	patterns	pattern	NNS
work_zbpzx43flfaifddpftczprcome	10	10	and	and	CC
work_zbpzx43flfaifddpftczprcome	10	11	previous	previous	JJ
work_zbpzx43flfaifddpftczprcome	10	12	history	history	NN
work_zbpzx43flfaifddpftczprcome	10	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	10	14	research	research	NN
work_zbpzx43flfaifddpftczprcome	10	15	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	10	16	in	in	IN
work_zbpzx43flfaifddpftczprcome	10	17	co	co	NN
work_zbpzx43flfaifddpftczprcome	10	18	-	-	NN
work_zbpzx43flfaifddpftczprcome	10	19	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	10	20	.	.	.
work_zbpzx43flfaifddpftczprcome	11	1	It	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	11	2	also	also	RB
work_zbpzx43flfaifddpftczprcome	11	3	does	do	VBZ
work_zbpzx43flfaifddpftczprcome	11	4	not	not	RB
work_zbpzx43flfaifddpftczprcome	11	5	measure	measure	VB
work_zbpzx43flfaifddpftczprcome	11	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	11	7	author	author	NN
work_zbpzx43flfaifddpftczprcome	11	8	professional	professional	JJ
work_zbpzx43flfaifddpftczprcome	11	9	skills	skill	NNS
work_zbpzx43flfaifddpftczprcome	11	10	and	and	CC
work_zbpzx43flfaifddpftczprcome	11	11	the	the	DT
work_zbpzx43flfaifddpftczprcome	11	12	ability	ability	NN
work_zbpzx43flfaifddpftczprcome	11	13	to	to	TO
work_zbpzx43flfaifddpftczprcome	11	14	publish	publish	VB
work_zbpzx43flfaifddpftczprcome	11	15	research	research	NN
work_zbpzx43flfaifddpftczprcome	11	16	results	result	NNS
work_zbpzx43flfaifddpftczprcome	11	17	according	accord	VBG
work_zbpzx43flfaifddpftczprcome	11	18	to	to	IN
work_zbpzx43flfaifddpftczprcome	11	19	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	11	20	influence	influence	NN
work_zbpzx43flfaifddpftczprcome	11	21	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	11	22	,	,	,
work_zbpzx43flfaifddpftczprcome	11	23	for	for	IN
work_zbpzx43flfaifddpftczprcome	11	24	example	example	NN
work_zbpzx43flfaifddpftczprcome	11	25	,	,	,
work_zbpzx43flfaifddpftczprcome	11	26	journal	journal	NNP
work_zbpzx43flfaifddpftczprcome	11	27	impact	impact	NNP
work_zbpzx43flfaifddpftczprcome	11	28	factor	factor	NN
work_zbpzx43flfaifddpftczprcome	11	29	.	.	.
work_zbpzx43flfaifddpftczprcome	12	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	12	2	study	study	VBP
work_zbpzx43flfaifddpftczprcome	12	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	12	4	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	12	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	12	6	finding	find	VBG
work_zbpzx43flfaifddpftczprcome	12	7	collaborator	collaborator	NN
work_zbpzx43flfaifddpftczprcome	12	8	depending	depend	VBG
work_zbpzx43flfaifddpftczprcome	12	9	on	on	IN
work_zbpzx43flfaifddpftczprcome	12	10	his	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	12	11	/	/	SYM
work_zbpzx43flfaifddpftczprcome	12	12	her	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	12	13	research	research	NN
work_zbpzx43flfaifddpftczprcome	12	14	community	community	NN
work_zbpzx43flfaifddpftczprcome	12	15	,	,	,
work_zbpzx43flfaifddpftczprcome	12	16	the	the	DT
work_zbpzx43flfaifddpftczprcome	12	17	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	12	18	of	of	IN
work_zbpzx43flfaifddpftczprcome	12	19	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	12	20	and	and	CC
work_zbpzx43flfaifddpftczprcome	12	21	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	12	22	patterns	pattern	NNS
work_zbpzx43flfaifddpftczprcome	12	23	based	base	VBN
work_zbpzx43flfaifddpftczprcome	12	24	on	on	IN
work_zbpzx43flfaifddpftczprcome	12	25	co	co	JJ
work_zbpzx43flfaifddpftczprcome	12	26	-	-	JJ
work_zbpzx43flfaifddpftczprcome	12	27	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	12	28	network	network	NN
work_zbpzx43flfaifddpftczprcome	12	29	suggested	suggest	VBN
work_zbpzx43flfaifddpftczprcome	12	30	by	by	IN
work_zbpzx43flfaifddpftczprcome	12	31	Newman	Newman	NNP
work_zbpzx43flfaifddpftczprcome	12	32	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	12	33	2004a	2004a	CD
work_zbpzx43flfaifddpftczprcome	12	34	,	,	,
work_zbpzx43flfaifddpftczprcome	12	35	2004b	2004b	CD
work_zbpzx43flfaifddpftczprcome	12	36	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	12	37	.	.	.
work_zbpzx43flfaifddpftczprcome	13	1	Early	early	RB
work_zbpzx43flfaifddpftczprcome	13	2	unsupervised	unsupervised	JJ
work_zbpzx43flfaifddpftczprcome	13	3	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	13	4	approaches	approach	VBZ
work_zbpzx43flfaifddpftczprcome	13	5	How	how	WRB
work_zbpzx43flfaifddpftczprcome	13	6	to	to	TO
work_zbpzx43flfaifddpftczprcome	13	7	cite	cite	VB
work_zbpzx43flfaifddpftczprcome	13	8	this	this	DT
work_zbpzx43flfaifddpftczprcome	13	9	article	article	NN
work_zbpzx43flfaifddpftczprcome	13	10	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	13	11	I	I	NNP
work_zbpzx43flfaifddpftczprcome	13	12	,	,	,
work_zbpzx43flfaifddpftczprcome	13	13	Gerasimova	Gerasimova	NNP
work_zbpzx43flfaifddpftczprcome	13	14	O	O	NNP
work_zbpzx43flfaifddpftczprcome	13	15	,	,	,
work_zbpzx43flfaifddpftczprcome	13	16	Sulimov	Sulimov	NNP
work_zbpzx43flfaifddpftczprcome	13	17	P	P	NNP
work_zbpzx43flfaifddpftczprcome	13	18	,	,	,
work_zbpzx43flfaifddpftczprcome	13	19	Zhukov	Zhukov	NNP
work_zbpzx43flfaifddpftczprcome	13	20	LE	LE	NNP
work_zbpzx43flfaifddpftczprcome	13	21	.	.	.
work_zbpzx43flfaifddpftczprcome	14	1	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	14	2	.	.	.
work_zbpzx43flfaifddpftczprcome	15	1	Dual	dual	JJ
work_zbpzx43flfaifddpftczprcome	15	2	network	network	NN
work_zbpzx43flfaifddpftczprcome	15	3	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	15	4	for	for	IN
work_zbpzx43flfaifddpftczprcome	15	5	representing	represent	VBG
work_zbpzx43flfaifddpftczprcome	15	6	research	research	NN
work_zbpzx43flfaifddpftczprcome	15	7	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	15	8	in	in	IN
work_zbpzx43flfaifddpftczprcome	15	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	15	10	link	link	NN
work_zbpzx43flfaifddpftczprcome	15	11	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	15	12	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	15	13	on	on	IN
work_zbpzx43flfaifddpftczprcome	15	14	co	co	JJ
work_zbpzx43flfaifddpftczprcome	15	15	-	-	JJ
work_zbpzx43flfaifddpftczprcome	15	16	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	15	17	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	15	18	.	.	.
work_zbpzx43flfaifddpftczprcome	16	1	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	16	2	Comput	comput	NN
work_zbpzx43flfaifddpftczprcome	16	3	.	.	.
work_zbpzx43flfaifddpftczprcome	17	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	17	2	.	.	.
work_zbpzx43flfaifddpftczprcome	18	1	5	5	LS
work_zbpzx43flfaifddpftczprcome	18	2	:	:	:
work_zbpzx43flfaifddpftczprcome	18	3	e172	e172	NNP
work_zbpzx43flfaifddpftczprcome	18	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	18	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	18	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	18	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	18	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	18	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	18	10	Submitted	submit	VBD
work_zbpzx43flfaifddpftczprcome	18	11	20	20	CD
work_zbpzx43flfaifddpftczprcome	18	12	September	September	NNP
work_zbpzx43flfaifddpftczprcome	18	13	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	18	14	Accepted	accept	VBD
work_zbpzx43flfaifddpftczprcome	18	15	28	28	CD
work_zbpzx43flfaifddpftczprcome	18	16	December	December	NNP
work_zbpzx43flfaifddpftczprcome	18	17	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	18	18	Published	publish	VBD
work_zbpzx43flfaifddpftczprcome	18	19	21	21	CD
work_zbpzx43flfaifddpftczprcome	18	20	January	January	NNP
work_zbpzx43flfaifddpftczprcome	18	21	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	18	22	Corresponding	Corresponding	NNP
work_zbpzx43flfaifddpftczprcome	18	23	author	author	NN
work_zbpzx43flfaifddpftczprcome	18	24	Ilya	Ilya	NNP
work_zbpzx43flfaifddpftczprcome	18	25	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	18	26	,	,	,
work_zbpzx43flfaifddpftczprcome	18	27	iamakarov@hse.ru	iamakarov@hse.ru	NNP
work_zbpzx43flfaifddpftczprcome	18	28	Academic	academic	JJ
work_zbpzx43flfaifddpftczprcome	18	29	editor	editor	NN
work_zbpzx43flfaifddpftczprcome	18	30	Diego	Diego	NNP
work_zbpzx43flfaifddpftczprcome	18	31	Amancio	Amancio	NNP
work_zbpzx43flfaifddpftczprcome	18	32	Additional	Additional	NNP
work_zbpzx43flfaifddpftczprcome	18	33	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	18	34	and	and	CC
work_zbpzx43flfaifddpftczprcome	18	35	Declarations	declaration	NNS
work_zbpzx43flfaifddpftczprcome	18	36	can	can	MD
work_zbpzx43flfaifddpftczprcome	18	37	be	be	VB
work_zbpzx43flfaifddpftczprcome	18	38	found	find	VBN
work_zbpzx43flfaifddpftczprcome	18	39	on	on	IN
work_zbpzx43flfaifddpftczprcome	18	40	page	page	NN
work_zbpzx43flfaifddpftczprcome	18	41	16	16	CD
work_zbpzx43flfaifddpftczprcome	18	42	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	18	43	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	18	44	/	/	SYM
work_zbpzx43flfaifddpftczprcome	18	45	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	18	46	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	18	47	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	18	48	Copyright	Copyright	NNP
work_zbpzx43flfaifddpftczprcome	18	49	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	18	50	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	18	51	et	et	NNP
work_zbpzx43flfaifddpftczprcome	18	52	al	al	NNP
work_zbpzx43flfaifddpftczprcome	18	53	.	.	.
work_zbpzx43flfaifddpftczprcome	19	1	Distributed	distribute	VBN
work_zbpzx43flfaifddpftczprcome	19	2	under	under	IN
work_zbpzx43flfaifddpftczprcome	19	3	Creative	Creative	NNP
work_zbpzx43flfaifddpftczprcome	19	4	Commons	Commons	NNP
work_zbpzx43flfaifddpftczprcome	19	5	CC	CC	NNP
work_zbpzx43flfaifddpftczprcome	19	6	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	19	7	BY	BY	NNP
work_zbpzx43flfaifddpftczprcome	19	8	4.0	4.0	CD
work_zbpzx43flfaifddpftczprcome	19	9	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	19	10	mailto	mailto	NN
work_zbpzx43flfaifddpftczprcome	19	11	:	:	:
work_zbpzx43flfaifddpftczprcome	19	12	iamakarov@	iamakarov@	IN
work_zbpzx43flfaifddpftczprcome	19	13	�	�	NNP
work_zbpzx43flfaifddpftczprcome	19	14	hse.	hse.	NNP
work_zbpzx43flfaifddpftczprcome	19	15	�	�	NNP
work_zbpzx43flfaifddpftczprcome	19	16	ru	ru	NNP
work_zbpzx43flfaifddpftczprcome	19	17	https://peerj.com/academic-boards/editors/	https://peerj.com/academic-boards/editors/	NNP
work_zbpzx43flfaifddpftczprcome	19	18	https://peerj.com/academic-boards/editors/	https://peerj.com/academic-boards/editors/	NNP
work_zbpzx43flfaifddpftczprcome	19	19	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	19	20	http://www.creativecommons.org/licenses/by/4.0/	http://www.creativecommons.org/licenses/by/4.0/	NNP
work_zbpzx43flfaifddpftczprcome	19	21	http://www.creativecommons.org/licenses/by/4.0/	http://www.creativecommons.org/licenses/by/4.0/	XX
work_zbpzx43flfaifddpftczprcome	19	22	https://peerj.com/computer-science/	https://peerj.com/computer-science/	ADD
work_zbpzx43flfaifddpftczprcome	19	23	for	for	IN
work_zbpzx43flfaifddpftczprcome	19	24	community	community	NN
work_zbpzx43flfaifddpftczprcome	19	25	detection	detection	NN
work_zbpzx43flfaifddpftczprcome	19	26	in	in	IN
work_zbpzx43flfaifddpftczprcome	19	27	research	research	NN
work_zbpzx43flfaifddpftczprcome	19	28	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	19	29	were	be	VBD
work_zbpzx43flfaifddpftczprcome	19	30	studied	study	VBN
work_zbpzx43flfaifddpftczprcome	19	31	in	in	IN
work_zbpzx43flfaifddpftczprcome	19	32	Morel	Morel	NNP
work_zbpzx43flfaifddpftczprcome	19	33	et	et	NNP
work_zbpzx43flfaifddpftczprcome	19	34	al	al	NNP
work_zbpzx43flfaifddpftczprcome	19	35	.	.	.
work_zbpzx43flfaifddpftczprcome	20	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	20	2	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	20	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	20	4	,	,	,
work_zbpzx43flfaifddpftczprcome	20	5	Cetorelli	Cetorelli	NNP
work_zbpzx43flfaifddpftczprcome	20	6	&	&	CC
work_zbpzx43flfaifddpftczprcome	20	7	Peristiani	Peristiani	NNP
work_zbpzx43flfaifddpftczprcome	20	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	20	9	2013	2013	CD
work_zbpzx43flfaifddpftczprcome	20	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	20	11	,	,	,
work_zbpzx43flfaifddpftczprcome	20	12	Yan	Yan	NNP
work_zbpzx43flfaifddpftczprcome	20	13	&	&	CC
work_zbpzx43flfaifddpftczprcome	20	14	Ding	Ding	NNP
work_zbpzx43flfaifddpftczprcome	20	15	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	20	16	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	20	17	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	20	18	,	,	,
work_zbpzx43flfaifddpftczprcome	20	19	and	and	CC
work_zbpzx43flfaifddpftczprcome	20	20	Velden	Velden	NNP
work_zbpzx43flfaifddpftczprcome	20	21	&	&	CC
work_zbpzx43flfaifddpftczprcome	20	22	Lagoze	Lagoze	NNP
work_zbpzx43flfaifddpftczprcome	20	23	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	20	24	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	20	25	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	20	26	.	.	.
work_zbpzx43flfaifddpftczprcome	21	1	A	a	DT
work_zbpzx43flfaifddpftczprcome	21	2	review	review	NN
work_zbpzx43flfaifddpftczprcome	21	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	21	4	social	social	JJ
work_zbpzx43flfaifddpftczprcome	21	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	21	6	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	21	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	21	8	network	network	NN
work_zbpzx43flfaifddpftczprcome	21	9	science	science	NN
work_zbpzx43flfaifddpftczprcome	21	10	can	can	MD
work_zbpzx43flfaifddpftczprcome	21	11	be	be	VB
work_zbpzx43flfaifddpftczprcome	21	12	found	find	VBN
work_zbpzx43flfaifddpftczprcome	21	13	in	in	IN
work_zbpzx43flfaifddpftczprcome	21	14	Wasserman	Wasserman	NNP
work_zbpzx43flfaifddpftczprcome	21	15	&	&	CC
work_zbpzx43flfaifddpftczprcome	21	16	Faust	Faust	NNP
work_zbpzx43flfaifddpftczprcome	21	17	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	21	18	1994	1994	CD
work_zbpzx43flfaifddpftczprcome	21	19	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	21	20	,	,	,
work_zbpzx43flfaifddpftczprcome	21	21	Barabási	Barabási	NNP
work_zbpzx43flfaifddpftczprcome	21	22	&	&	CC
work_zbpzx43flfaifddpftczprcome	21	23	Pósfai	Pósfai	NNP
work_zbpzx43flfaifddpftczprcome	21	24	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	21	25	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	21	26	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	21	27	,	,	,
work_zbpzx43flfaifddpftczprcome	21	28	and	and	CC
work_zbpzx43flfaifddpftczprcome	21	29	Scott	Scott	NNP
work_zbpzx43flfaifddpftczprcome	21	30	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	21	31	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	21	32	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	21	33	.	.	.
work_zbpzx43flfaifddpftczprcome	22	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	22	2	focus	focus	VBP
work_zbpzx43flfaifddpftczprcome	22	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	22	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	22	5	link	link	NN
work_zbpzx43flfaifddpftczprcome	22	6	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	22	7	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	22	8	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	22	9	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	22	10	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	22	11	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	22	12	Liben	Liben	NNP
work_zbpzx43flfaifddpftczprcome	22	13	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	22	14	Nowell	Nowell	NNP
work_zbpzx43flfaifddpftczprcome	22	15	&	&	CC
work_zbpzx43flfaifddpftczprcome	22	16	Kleinberg	Kleinberg	NNP
work_zbpzx43flfaifddpftczprcome	22	17	,	,	,
work_zbpzx43flfaifddpftczprcome	22	18	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	22	19	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	22	20	in	in	IN
work_zbpzx43flfaifddpftczprcome	22	21	order	order	NN
work_zbpzx43flfaifddpftczprcome	22	22	to	to	TO
work_zbpzx43flfaifddpftczprcome	22	23	predict	predict	VB
work_zbpzx43flfaifddpftczprcome	22	24	links	link	NNS
work_zbpzx43flfaifddpftczprcome	22	25	in	in	IN
work_zbpzx43flfaifddpftczprcome	22	26	temporal	temporal	JJ
work_zbpzx43flfaifddpftczprcome	22	27	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	22	28	and	and	CC
work_zbpzx43flfaifddpftczprcome	22	29	restore	restore	VB
work_zbpzx43flfaifddpftczprcome	22	30	missing	miss	VBG
work_zbpzx43flfaifddpftczprcome	22	31	edges	edge	NNS
work_zbpzx43flfaifddpftczprcome	22	32	in	in	IN
work_zbpzx43flfaifddpftczprcome	22	33	complex	complex	JJ
work_zbpzx43flfaifddpftczprcome	22	34	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	22	35	constructed	construct	VBN
work_zbpzx43flfaifddpftczprcome	22	36	over	over	IN
work_zbpzx43flfaifddpftczprcome	22	37	noisy	noisy	JJ
work_zbpzx43flfaifddpftczprcome	22	38	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	22	39	.	.	.
work_zbpzx43flfaifddpftczprcome	23	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	23	2	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	23	3	algorithms	algorithm	NNS
work_zbpzx43flfaifddpftczprcome	23	4	can	can	MD
work_zbpzx43flfaifddpftczprcome	23	5	be	be	VB
work_zbpzx43flfaifddpftczprcome	23	6	used	use	VBN
work_zbpzx43flfaifddpftczprcome	23	7	to	to	TO
work_zbpzx43flfaifddpftczprcome	23	8	extract	extract	VB
work_zbpzx43flfaifddpftczprcome	23	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	23	10	missing	miss	VBG
work_zbpzx43flfaifddpftczprcome	23	11	link	link	NN
work_zbpzx43flfaifddpftczprcome	23	12	or	or	CC
work_zbpzx43flfaifddpftczprcome	23	13	to	to	TO
work_zbpzx43flfaifddpftczprcome	23	14	detect	detect	VB
work_zbpzx43flfaifddpftczprcome	23	15	abnormal	abnormal	JJ
work_zbpzx43flfaifddpftczprcome	23	16	interactions	interaction	NNS
work_zbpzx43flfaifddpftczprcome	23	17	in	in	IN
work_zbpzx43flfaifddpftczprcome	23	18	a	a	DT
work_zbpzx43flfaifddpftczprcome	23	19	given	give	VBN
work_zbpzx43flfaifddpftczprcome	23	20	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	23	21	,	,	,
work_zbpzx43flfaifddpftczprcome	23	22	however	however	RB
work_zbpzx43flfaifddpftczprcome	23	23	,	,	,
work_zbpzx43flfaifddpftczprcome	23	24	the	the	DT
work_zbpzx43flfaifddpftczprcome	23	25	most	most	RBS
work_zbpzx43flfaifddpftczprcome	23	26	suitable	suitable	JJ
work_zbpzx43flfaifddpftczprcome	23	27	case	case	NN
work_zbpzx43flfaifddpftczprcome	23	28	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	23	29	to	to	TO
work_zbpzx43flfaifddpftczprcome	23	30	use	use	VB
work_zbpzx43flfaifddpftczprcome	23	31	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	23	32	for	for	IN
work_zbpzx43flfaifddpftczprcome	23	33	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	23	34	the	the	DT
work_zbpzx43flfaifddpftczprcome	23	35	most	most	RBS
work_zbpzx43flfaifddpftczprcome	23	36	probable	probable	JJ
work_zbpzx43flfaifddpftczprcome	23	37	persons	person	NNS
work_zbpzx43flfaifddpftczprcome	23	38	for	for	IN
work_zbpzx43flfaifddpftczprcome	23	39	future	future	JJ
work_zbpzx43flfaifddpftczprcome	23	40	collaboration	collaboration	NN
work_zbpzx43flfaifddpftczprcome	23	41	,	,	,
work_zbpzx43flfaifddpftczprcome	23	42	which	which	WDT
work_zbpzx43flfaifddpftczprcome	23	43	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	23	44	state	state	VBP
work_zbpzx43flfaifddpftczprcome	23	45	as	as	IN
work_zbpzx43flfaifddpftczprcome	23	46	a	a	DT
work_zbpzx43flfaifddpftczprcome	23	47	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	23	48	of	of	IN
work_zbpzx43flfaifddpftczprcome	23	49	recommending	recommend	VBG
work_zbpzx43flfaifddpftczprcome	23	50	a	a	DT
work_zbpzx43flfaifddpftczprcome	23	51	co	co	NN
work_zbpzx43flfaifddpftczprcome	23	52	-	-	NN
work_zbpzx43flfaifddpftczprcome	23	53	author	author	NN
work_zbpzx43flfaifddpftczprcome	23	54	using	use	VBG
work_zbpzx43flfaifddpftczprcome	23	55	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	23	56	ranking	ranking	NN
work_zbpzx43flfaifddpftczprcome	23	57	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	23	58	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	23	59	&	&	CC
work_zbpzx43flfaifddpftczprcome	23	60	Chen	Chen	NNP
work_zbpzx43flfaifddpftczprcome	23	61	,	,	,
work_zbpzx43flfaifddpftczprcome	23	62	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	23	63	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	23	64	.	.	.
work_zbpzx43flfaifddpftczprcome	24	1	Our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	24	2	model	model	NN
work_zbpzx43flfaifddpftczprcome	24	3	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	24	4	designed	design	VBN
work_zbpzx43flfaifddpftczprcome	24	5	to	to	TO
work_zbpzx43flfaifddpftczprcome	24	6	predict	predict	VB
work_zbpzx43flfaifddpftczprcome	24	7	whether	whether	IN
work_zbpzx43flfaifddpftczprcome	24	8	a	a	DT
work_zbpzx43flfaifddpftczprcome	24	9	pair	pair	NN
work_zbpzx43flfaifddpftczprcome	24	10	of	of	IN
work_zbpzx43flfaifddpftczprcome	24	11	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	24	12	in	in	IN
work_zbpzx43flfaifddpftczprcome	24	13	a	a	DT
work_zbpzx43flfaifddpftczprcome	24	14	network	network	NN
work_zbpzx43flfaifddpftczprcome	24	15	would	would	MD
work_zbpzx43flfaifddpftczprcome	24	16	have	have	VB
work_zbpzx43flfaifddpftczprcome	24	17	a	a	DT
work_zbpzx43flfaifddpftczprcome	24	18	connection	connection	NN
work_zbpzx43flfaifddpftczprcome	24	19	.	.	.
work_zbpzx43flfaifddpftczprcome	25	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	25	2	can	can	MD
work_zbpzx43flfaifddpftczprcome	25	3	also	also	RB
work_zbpzx43flfaifddpftczprcome	25	4	predict	predict	VB
work_zbpzx43flfaifddpftczprcome	25	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	25	6	parameters	parameter	NNS
work_zbpzx43flfaifddpftczprcome	25	7	of	of	IN
work_zbpzx43flfaifddpftczprcome	25	8	such	such	PDT
work_zbpzx43flfaifddpftczprcome	25	9	an	an	DT
work_zbpzx43flfaifddpftczprcome	25	10	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	25	11	in	in	IN
work_zbpzx43flfaifddpftczprcome	25	12	terms	term	NNS
work_zbpzx43flfaifddpftczprcome	25	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	25	14	publication	publication	NN
work_zbpzx43flfaifddpftczprcome	25	15	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	25	16	or	or	CC
work_zbpzx43flfaifddpftczprcome	25	17	number	number	NN
work_zbpzx43flfaifddpftczprcome	25	18	of	of	IN
work_zbpzx43flfaifddpftczprcome	25	19	collaborators	collaborator	NNS
work_zbpzx43flfaifddpftczprcome	25	20	corresponding	correspond	VBG
work_zbpzx43flfaifddpftczprcome	25	21	to	to	IN
work_zbpzx43flfaifddpftczprcome	25	22	the	the	DT
work_zbpzx43flfaifddpftczprcome	25	23	predicted	predict	VBN
work_zbpzx43flfaifddpftczprcome	25	24	link	link	NN
work_zbpzx43flfaifddpftczprcome	25	25	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	25	26	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	25	27	et	et	NNP
work_zbpzx43flfaifddpftczprcome	25	28	al	al	NNP
work_zbpzx43flfaifddpftczprcome	25	29	.	.	NNP
work_zbpzx43flfaifddpftczprcome	25	30	,	,	,
work_zbpzx43flfaifddpftczprcome	25	31	2019a	2019a	CD
work_zbpzx43flfaifddpftczprcome	25	32	,	,	,
work_zbpzx43flfaifddpftczprcome	25	33	2019b	2019b	CD
work_zbpzx43flfaifddpftczprcome	25	34	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	25	35	.	.	.
work_zbpzx43flfaifddpftczprcome	26	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	26	2	general	general	JJ
work_zbpzx43flfaifddpftczprcome	26	3	,	,	,
work_zbpzx43flfaifddpftczprcome	26	4	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	26	5	algorithms	algorithm	NNS
work_zbpzx43flfaifddpftczprcome	26	6	are	be	VBP
work_zbpzx43flfaifddpftczprcome	26	7	widely	widely	RB
work_zbpzx43flfaifddpftczprcome	26	8	used	use	VBN
work_zbpzx43flfaifddpftczprcome	26	9	in	in	IN
work_zbpzx43flfaifddpftczprcome	26	10	several	several	JJ
work_zbpzx43flfaifddpftczprcome	26	11	applications	application	NNS
work_zbpzx43flfaifddpftczprcome	26	12	,	,	,
work_zbpzx43flfaifddpftczprcome	26	13	such	such	JJ
work_zbpzx43flfaifddpftczprcome	26	14	as	as	IN
work_zbpzx43flfaifddpftczprcome	26	15	web	web	NN
work_zbpzx43flfaifddpftczprcome	26	16	linking	linking	NN
work_zbpzx43flfaifddpftczprcome	26	17	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	26	18	Adafre	Adafre	NNP
work_zbpzx43flfaifddpftczprcome	26	19	&	&	CC
work_zbpzx43flfaifddpftczprcome	26	20	De	De	NNP
work_zbpzx43flfaifddpftczprcome	26	21	Rijke	Rijke	NNP
work_zbpzx43flfaifddpftczprcome	26	22	,	,	,
work_zbpzx43flfaifddpftczprcome	26	23	2005	2005	CD
work_zbpzx43flfaifddpftczprcome	26	24	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	26	25	,	,	,
work_zbpzx43flfaifddpftczprcome	26	26	search	search	VB
work_zbpzx43flfaifddpftczprcome	26	27	for	for	IN
work_zbpzx43flfaifddpftczprcome	26	28	real	real	JJ
work_zbpzx43flfaifddpftczprcome	26	29	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	26	30	world	world	NN
work_zbpzx43flfaifddpftczprcome	26	31	friends	friend	NNS
work_zbpzx43flfaifddpftczprcome	26	32	on	on	IN
work_zbpzx43flfaifddpftczprcome	26	33	social	social	JJ
work_zbpzx43flfaifddpftczprcome	26	34	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	26	35	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	26	36	Backstrom	Backstrom	NNP
work_zbpzx43flfaifddpftczprcome	26	37	&	&	CC
work_zbpzx43flfaifddpftczprcome	26	38	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	26	39	,	,	,
work_zbpzx43flfaifddpftczprcome	26	40	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	26	41	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	26	42	,	,	,
work_zbpzx43flfaifddpftczprcome	26	43	citation	citation	NN
work_zbpzx43flfaifddpftczprcome	26	44	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	26	45	system	system	NN
work_zbpzx43flfaifddpftczprcome	26	46	for	for	IN
work_zbpzx43flfaifddpftczprcome	26	47	digital	digital	JJ
work_zbpzx43flfaifddpftczprcome	26	48	libraries	library	NNS
work_zbpzx43flfaifddpftczprcome	26	49	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	26	50	He	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	26	51	et	et	FW
work_zbpzx43flfaifddpftczprcome	26	52	al	al	NNP
work_zbpzx43flfaifddpftczprcome	26	53	.	.	NNP
work_zbpzx43flfaifddpftczprcome	26	54	,	,	,
work_zbpzx43flfaifddpftczprcome	26	55	2010	2010	CD
work_zbpzx43flfaifddpftczprcome	26	56	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	26	57	.	.	.
work_zbpzx43flfaifddpftczprcome	27	1	A	a	DT
work_zbpzx43flfaifddpftczprcome	27	2	complete	complete	JJ
work_zbpzx43flfaifddpftczprcome	27	3	list	list	NN
work_zbpzx43flfaifddpftczprcome	27	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	27	5	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	27	6	applied	apply	VBN
work_zbpzx43flfaifddpftczprcome	27	7	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	27	8	techniques	technique	NNS
work_zbpzx43flfaifddpftczprcome	27	9	can	can	MD
work_zbpzx43flfaifddpftczprcome	27	10	be	be	VB
work_zbpzx43flfaifddpftczprcome	27	11	found	find	VBN
work_zbpzx43flfaifddpftczprcome	27	12	in	in	IN
work_zbpzx43flfaifddpftczprcome	27	13	Srinivas	Srinivas	NNP
work_zbpzx43flfaifddpftczprcome	27	14	&	&	CC
work_zbpzx43flfaifddpftczprcome	27	15	Mitra	Mitra	NNP
work_zbpzx43flfaifddpftczprcome	27	16	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	27	17	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	27	18	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	27	19	.	.	.
work_zbpzx43flfaifddpftczprcome	28	1	Recently	recently	RB
work_zbpzx43flfaifddpftczprcome	28	2	,	,	,
work_zbpzx43flfaifddpftczprcome	28	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	28	4	improvement	improvement	NN
work_zbpzx43flfaifddpftczprcome	28	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	28	6	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	28	7	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	28	8	techniques	technique	NNS
work_zbpzx43flfaifddpftczprcome	28	9	shifted	shift	VBD
work_zbpzx43flfaifddpftczprcome	28	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	28	11	attention	attention	NN
work_zbpzx43flfaifddpftczprcome	28	12	from	from	IN
work_zbpzx43flfaifddpftczprcome	28	13	manual	manual	JJ
work_zbpzx43flfaifddpftczprcome	28	14	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	28	15	engineering	engineer	VBG
work_zbpzx43flfaifddpftczprcome	28	16	to	to	IN
work_zbpzx43flfaifddpftczprcome	28	17	the	the	DT
work_zbpzx43flfaifddpftczprcome	28	18	vectorized	vectorized	JJ
work_zbpzx43flfaifddpftczprcome	28	19	information	information	NN
work_zbpzx43flfaifddpftczprcome	28	20	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	28	21	.	.	.
work_zbpzx43flfaifddpftczprcome	29	1	Such	such	JJ
work_zbpzx43flfaifddpftczprcome	29	2	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	29	3	have	have	VBP
work_zbpzx43flfaifddpftczprcome	29	4	been	be	VBN
work_zbpzx43flfaifddpftczprcome	29	5	successfully	successfully	RB
work_zbpzx43flfaifddpftczprcome	29	6	applied	apply	VBN
work_zbpzx43flfaifddpftczprcome	29	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	29	8	natural	natural	JJ
work_zbpzx43flfaifddpftczprcome	29	9	language	language	NN
work_zbpzx43flfaifddpftczprcome	29	10	processing	processing	NN
work_zbpzx43flfaifddpftczprcome	29	11	and	and	CC
work_zbpzx43flfaifddpftczprcome	29	12	now	now	RB
work_zbpzx43flfaifddpftczprcome	29	13	are	be	VBP
work_zbpzx43flfaifddpftczprcome	29	14	tested	test	VBN
work_zbpzx43flfaifddpftczprcome	29	15	on	on	IN
work_zbpzx43flfaifddpftczprcome	29	16	network	network	NN
work_zbpzx43flfaifddpftczprcome	29	17	topology	topology	NN
work_zbpzx43flfaifddpftczprcome	29	18	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	29	19	despite	despite	IN
work_zbpzx43flfaifddpftczprcome	29	20	the	the	DT
work_zbpzx43flfaifddpftczprcome	29	21	fact	fact	NN
work_zbpzx43flfaifddpftczprcome	29	22	that	that	IN
work_zbpzx43flfaifddpftczprcome	29	23	an	an	DT
work_zbpzx43flfaifddpftczprcome	29	24	arbitrary	arbitrary	JJ
work_zbpzx43flfaifddpftczprcome	29	25	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	29	26	could	could	MD
work_zbpzx43flfaifddpftczprcome	29	27	not	not	RB
work_zbpzx43flfaifddpftczprcome	29	28	be	be	VB
work_zbpzx43flfaifddpftczprcome	29	29	described	describe	VBN
work_zbpzx43flfaifddpftczprcome	29	30	by	by	IN
work_zbpzx43flfaifddpftczprcome	29	31	its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	29	32	invariants	invariant	NNS
work_zbpzx43flfaifddpftczprcome	29	33	.	.	.
work_zbpzx43flfaifddpftczprcome	30	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	30	2	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	30	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	30	4	representing	represent	VBG
work_zbpzx43flfaifddpftczprcome	30	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	30	6	vertices	vertex	NNS
work_zbpzx43flfaifddpftczprcome	30	7	by	by	IN
work_zbpzx43flfaifddpftczprcome	30	8	a	a	DT
work_zbpzx43flfaifddpftczprcome	30	9	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	30	10	model	model	NN
work_zbpzx43flfaifddpftczprcome	30	11	depending	depend	VBG
work_zbpzx43flfaifddpftczprcome	30	12	on	on	IN
work_zbpzx43flfaifddpftczprcome	30	13	actor	actor	NN
work_zbpzx43flfaifddpftczprcome	30	14	’s	’s	POS
work_zbpzx43flfaifddpftczprcome	30	15	neighborhood	neighborhood	NN
work_zbpzx43flfaifddpftczprcome	30	16	and	and	CC
work_zbpzx43flfaifddpftczprcome	30	17	similar	similar	JJ
work_zbpzx43flfaifddpftczprcome	30	18	actors	actor	NNS
work_zbpzx43flfaifddpftczprcome	30	19	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	30	20	called	call	VBN
work_zbpzx43flfaifddpftczprcome	30	21	graph	graph	NNP
work_zbpzx43flfaifddpftczprcome	30	22	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	30	23	network	network	NN
work_zbpzx43flfaifddpftczprcome	30	24	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	30	25	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	30	26	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	30	27	Perozzi	Perozzi	NNP
work_zbpzx43flfaifddpftczprcome	30	28	,	,	,
work_zbpzx43flfaifddpftczprcome	30	29	Al	Al	NNP
work_zbpzx43flfaifddpftczprcome	30	30	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	30	31	Rfou	Rfou	NNP
work_zbpzx43flfaifddpftczprcome	30	32	&	&	CC
work_zbpzx43flfaifddpftczprcome	30	33	Skiena	Skiena	NNP
work_zbpzx43flfaifddpftczprcome	30	34	,	,	,
work_zbpzx43flfaifddpftczprcome	30	35	2014	2014	CD
work_zbpzx43flfaifddpftczprcome	30	36	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	30	37	.	.	.
work_zbpzx43flfaifddpftczprcome	31	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	31	2	current	current	JJ
work_zbpzx43flfaifddpftczprcome	31	3	progress	progress	NN
work_zbpzx43flfaifddpftczprcome	31	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	31	5	theoretical	theoretical	JJ
work_zbpzx43flfaifddpftczprcome	31	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	31	7	practical	practical	JJ
work_zbpzx43flfaifddpftczprcome	31	8	results	result	NNS
work_zbpzx43flfaifddpftczprcome	31	9	on	on	IN
work_zbpzx43flfaifddpftczprcome	31	10	network	network	NN
work_zbpzx43flfaifddpftczprcome	31	11	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	31	12	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	31	13	Perozzi	Perozzi	NNP
work_zbpzx43flfaifddpftczprcome	31	14	,	,	,
work_zbpzx43flfaifddpftczprcome	31	15	Al	Al	NNP
work_zbpzx43flfaifddpftczprcome	31	16	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	31	17	Rfou	Rfou	NNP
work_zbpzx43flfaifddpftczprcome	31	18	&	&	CC
work_zbpzx43flfaifddpftczprcome	31	19	Skiena	Skiena	NNP
work_zbpzx43flfaifddpftczprcome	31	20	,	,	,
work_zbpzx43flfaifddpftczprcome	31	21	2014	2014	CD
work_zbpzx43flfaifddpftczprcome	31	22	;	;	:
work_zbpzx43flfaifddpftczprcome	31	23	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	31	24	et	et	FW
work_zbpzx43flfaifddpftczprcome	31	25	al	al	NNP
work_zbpzx43flfaifddpftczprcome	31	26	.	.	NNP
work_zbpzx43flfaifddpftczprcome	31	27	,	,	,
work_zbpzx43flfaifddpftczprcome	31	28	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	31	29	;	;	:
work_zbpzx43flfaifddpftczprcome	31	30	Chang	Chang	NNP
work_zbpzx43flfaifddpftczprcome	31	31	et	et	FW
work_zbpzx43flfaifddpftczprcome	31	32	al	al	NNP
work_zbpzx43flfaifddpftczprcome	31	33	.	.	NNP
work_zbpzx43flfaifddpftczprcome	31	34	,	,	,
work_zbpzx43flfaifddpftczprcome	31	35	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	31	36	;	;	:
work_zbpzx43flfaifddpftczprcome	31	37	Grover	Grover	NNP
work_zbpzx43flfaifddpftczprcome	31	38	&	&	CC
work_zbpzx43flfaifddpftczprcome	31	39	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	31	40	,	,	,
work_zbpzx43flfaifddpftczprcome	31	41	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	31	42	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	31	43	shows	show	VBZ
work_zbpzx43flfaifddpftczprcome	31	44	state	state	NN
work_zbpzx43flfaifddpftczprcome	31	45	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	31	46	of	of	IN
work_zbpzx43flfaifddpftczprcome	31	47	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	31	48	art	art	NN
work_zbpzx43flfaifddpftczprcome	31	49	performance	performance	NN
work_zbpzx43flfaifddpftczprcome	31	50	on	on	IN
work_zbpzx43flfaifddpftczprcome	31	51	such	such	JJ
work_zbpzx43flfaifddpftczprcome	31	52	problems	problem	NNS
work_zbpzx43flfaifddpftczprcome	31	53	as	as	IN
work_zbpzx43flfaifddpftczprcome	31	54	multi	multi	JJ
work_zbpzx43flfaifddpftczprcome	31	55	-	-	JJ
work_zbpzx43flfaifddpftczprcome	31	56	class	class	JJ
work_zbpzx43flfaifddpftczprcome	31	57	actor	actor	NN
work_zbpzx43flfaifddpftczprcome	31	58	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	31	59	and	and	CC
work_zbpzx43flfaifddpftczprcome	31	60	LP	lp	NN
work_zbpzx43flfaifddpftczprcome	31	61	.	.	.
work_zbpzx43flfaifddpftczprcome	32	1	Although	although	IN
work_zbpzx43flfaifddpftczprcome	32	2	,	,	,
work_zbpzx43flfaifddpftczprcome	32	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	32	4	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	32	5	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	32	6	use	use	VBP
work_zbpzx43flfaifddpftczprcome	32	7	not	not	RB
work_zbpzx43flfaifddpftczprcome	32	8	only	only	JJ
work_zbpzx43flfaifddpftczprcome	32	9	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	32	10	equivalence	equivalence	NN
work_zbpzx43flfaifddpftczprcome	32	11	and	and	CC
work_zbpzx43flfaifddpftczprcome	32	12	network	network	NN
work_zbpzx43flfaifddpftczprcome	32	13	homophily	homophily	RB
work_zbpzx43flfaifddpftczprcome	32	14	properties	property	NNS
work_zbpzx43flfaifddpftczprcome	32	15	,	,	,
work_zbpzx43flfaifddpftczprcome	32	16	but	but	CC
work_zbpzx43flfaifddpftczprcome	32	17	also	also	RB
work_zbpzx43flfaifddpftczprcome	32	18	the	the	DT
work_zbpzx43flfaifddpftczprcome	32	19	actor	actor	NN
work_zbpzx43flfaifddpftczprcome	32	20	attributes	attribute	VBZ
work_zbpzx43flfaifddpftczprcome	32	21	,	,	,
work_zbpzx43flfaifddpftczprcome	32	22	such	such	JJ
work_zbpzx43flfaifddpftczprcome	32	23	as	as	IN
work_zbpzx43flfaifddpftczprcome	32	24	labels	label	NNS
work_zbpzx43flfaifddpftczprcome	32	25	,	,	,
work_zbpzx43flfaifddpftczprcome	32	26	texts	text	NNS
work_zbpzx43flfaifddpftczprcome	32	27	,	,	,
work_zbpzx43flfaifddpftczprcome	32	28	images	image	NNS
work_zbpzx43flfaifddpftczprcome	32	29	,	,	,
work_zbpzx43flfaifddpftczprcome	32	30	etc	etc	FW
work_zbpzx43flfaifddpftczprcome	32	31	.	.	.
work_zbpzx43flfaifddpftczprcome	33	1	A	a	DT
work_zbpzx43flfaifddpftczprcome	33	2	list	list	NN
work_zbpzx43flfaifddpftczprcome	33	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	33	4	surveys	survey	NNS
work_zbpzx43flfaifddpftczprcome	33	5	on	on	IN
work_zbpzx43flfaifddpftczprcome	33	6	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	33	7	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	33	8	models	model	NNS
work_zbpzx43flfaifddpftczprcome	33	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	33	10	applications	application	NNS
work_zbpzx43flfaifddpftczprcome	33	11	can	can	MD
work_zbpzx43flfaifddpftczprcome	33	12	be	be	VB
work_zbpzx43flfaifddpftczprcome	33	13	found	find	VBN
work_zbpzx43flfaifddpftczprcome	33	14	in	in	IN
work_zbpzx43flfaifddpftczprcome	33	15	Cai	Cai	NNP
work_zbpzx43flfaifddpftczprcome	33	16	,	,	,
work_zbpzx43flfaifddpftczprcome	33	17	Zheng	Zheng	NNP
work_zbpzx43flfaifddpftczprcome	33	18	&	&	CC
work_zbpzx43flfaifddpftczprcome	33	19	Chang	Chang	NNP
work_zbpzx43flfaifddpftczprcome	33	20	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	33	21	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	33	22	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	33	23	,	,	,
work_zbpzx43flfaifddpftczprcome	33	24	Cui	Cui	NNP
work_zbpzx43flfaifddpftczprcome	33	25	et	et	NNP
work_zbpzx43flfaifddpftczprcome	33	26	al	al	NNP
work_zbpzx43flfaifddpftczprcome	33	27	.	.	.
work_zbpzx43flfaifddpftczprcome	34	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	34	2	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	34	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	34	4	,	,	,
work_zbpzx43flfaifddpftczprcome	34	5	Goyal	Goyal	NNP
work_zbpzx43flfaifddpftczprcome	34	6	&	&	CC
work_zbpzx43flfaifddpftczprcome	34	7	Ferrara	Ferrara	NNP
work_zbpzx43flfaifddpftczprcome	34	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	34	9	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	34	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	34	11	,	,	,
work_zbpzx43flfaifddpftczprcome	34	12	and	and	CC
work_zbpzx43flfaifddpftczprcome	34	13	Chen	Chen	NNP
work_zbpzx43flfaifddpftczprcome	34	14	et	et	NNP
work_zbpzx43flfaifddpftczprcome	34	15	al	al	NNP
work_zbpzx43flfaifddpftczprcome	34	16	.	.	.
work_zbpzx43flfaifddpftczprcome	35	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	35	2	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	35	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	35	4	.	.	.
work_zbpzx43flfaifddpftczprcome	36	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	36	2	this	this	DT
work_zbpzx43flfaifddpftczprcome	36	3	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	36	4	,	,	,
work_zbpzx43flfaifddpftczprcome	36	5	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	36	6	study	study	VBP
work_zbpzx43flfaifddpftczprcome	36	7	a	a	DT
work_zbpzx43flfaifddpftczprcome	36	8	co	co	JJ
work_zbpzx43flfaifddpftczprcome	36	9	-	-	JJ
work_zbpzx43flfaifddpftczprcome	36	10	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	36	11	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	36	12	system	system	NN
work_zbpzx43flfaifddpftczprcome	36	13	based	base	VBN
work_zbpzx43flfaifddpftczprcome	36	14	on	on	IN
work_zbpzx43flfaifddpftczprcome	36	15	co	co	JJ
work_zbpzx43flfaifddpftczprcome	36	16	-	-	JJ
work_zbpzx43flfaifddpftczprcome	36	17	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	36	18	network	network	NN
work_zbpzx43flfaifddpftczprcome	36	19	where	where	WRB
work_zbpzx43flfaifddpftczprcome	36	20	one	one	CD
work_zbpzx43flfaifddpftczprcome	36	21	or	or	CC
work_zbpzx43flfaifddpftczprcome	36	22	more	more	JJR
work_zbpzx43flfaifddpftczprcome	36	23	of	of	IN
work_zbpzx43flfaifddpftczprcome	36	24	the	the	DT
work_zbpzx43flfaifddpftczprcome	36	25	coauthors	coauthor	NNS
work_zbpzx43flfaifddpftczprcome	36	26	belong	belong	VBP
work_zbpzx43flfaifddpftczprcome	36	27	to	to	IN
work_zbpzx43flfaifddpftczprcome	36	28	the	the	DT
work_zbpzx43flfaifddpftczprcome	36	29	National	National	NNP
work_zbpzx43flfaifddpftczprcome	36	30	Research	Research	NNP
work_zbpzx43flfaifddpftczprcome	36	31	University	University	NNP
work_zbpzx43flfaifddpftczprcome	36	32	Higher	Higher	NNP
work_zbpzx43flfaifddpftczprcome	36	33	School	School	NNP
work_zbpzx43flfaifddpftczprcome	36	34	of	of	IN
work_zbpzx43flfaifddpftczprcome	36	35	Economics	Economics	NNP
work_zbpzx43flfaifddpftczprcome	36	36	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	36	37	NRU	NRU	NNP
work_zbpzx43flfaifddpftczprcome	36	38	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	36	39	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	36	40	and	and	CC
work_zbpzx43flfaifddpftczprcome	36	41	the	the	DT
work_zbpzx43flfaifddpftczprcome	36	42	co	co	JJ
work_zbpzx43flfaifddpftczprcome	36	43	-	-	JJ
work_zbpzx43flfaifddpftczprcome	36	44	authored	authored	JJ
work_zbpzx43flfaifddpftczprcome	36	45	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	36	46	are	be	VBP
work_zbpzx43flfaifddpftczprcome	36	47	only	only	RB
work_zbpzx43flfaifddpftczprcome	36	48	those	those	DT
work_zbpzx43flfaifddpftczprcome	36	49	indexed	index	VBN
work_zbpzx43flfaifddpftczprcome	36	50	in	in	IN
work_zbpzx43flfaifddpftczprcome	36	51	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	36	52	.	.	.
work_zbpzx43flfaifddpftczprcome	37	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	37	2	use	use	VBP
work_zbpzx43flfaifddpftczprcome	37	3	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	37	4	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	37	5	techniques	technique	NNS
work_zbpzx43flfaifddpftczprcome	37	6	to	to	TO
work_zbpzx43flfaifddpftczprcome	37	7	predict	predict	VB
work_zbpzx43flfaifddpftczprcome	37	8	new	new	JJ
work_zbpzx43flfaifddpftczprcome	37	9	edges	edge	NNS
work_zbpzx43flfaifddpftczprcome	37	10	based	base	VBN
work_zbpzx43flfaifddpftczprcome	37	11	on	on	IN
work_zbpzx43flfaifddpftczprcome	37	12	network	network	NN
work_zbpzx43flfaifddpftczprcome	37	13	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	37	14	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	37	15	Grover	Grover	NNP
work_zbpzx43flfaifddpftczprcome	37	16	&	&	CC
work_zbpzx43flfaifddpftczprcome	37	17	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	37	18	,	,	,
work_zbpzx43flfaifddpftczprcome	37	19	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	37	20	;	;	:
work_zbpzx43flfaifddpftczprcome	37	21	Wu	Wu	NNP
work_zbpzx43flfaifddpftczprcome	37	22	&	&	CC
work_zbpzx43flfaifddpftczprcome	37	23	Lerman	Lerman	NNP
work_zbpzx43flfaifddpftczprcome	37	24	,	,	,
work_zbpzx43flfaifddpftczprcome	37	25	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	37	26	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	37	27	and	and	CC
work_zbpzx43flfaifddpftczprcome	37	28	edge	edge	VB
work_zbpzx43flfaifddpftczprcome	37	29	characteristics	characteristic	NNS
work_zbpzx43flfaifddpftczprcome	37	30	obtained	obtain	VBN
work_zbpzx43flfaifddpftczprcome	37	31	from	from	IN
work_zbpzx43flfaifddpftczprcome	37	32	author	author	NN
work_zbpzx43flfaifddpftczprcome	37	33	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	37	34	.	.	.
work_zbpzx43flfaifddpftczprcome	38	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	38	2	compare	compare	VBP
work_zbpzx43flfaifddpftczprcome	38	3	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	38	4	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	38	5	with	with	IN
work_zbpzx43flfaifddpftczprcome	38	6	state	state	NN
work_zbpzx43flfaifddpftczprcome	38	7	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	38	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	38	9	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	38	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	38	11	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	38	12	art	art	NN
work_zbpzx43flfaifddpftczprcome	38	13	algorithms	algorithm	NNS
work_zbpzx43flfaifddpftczprcome	38	14	for	for	IN
work_zbpzx43flfaifddpftczprcome	38	15	the	the	DT
work_zbpzx43flfaifddpftczprcome	38	16	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	38	17	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	38	18	using	use	VBG
work_zbpzx43flfaifddpftczprcome	38	19	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	38	20	,	,	,
work_zbpzx43flfaifddpftczprcome	38	21	attribute	attribute	JJ
work_zbpzx43flfaifddpftczprcome	38	22	and	and	CC
work_zbpzx43flfaifddpftczprcome	38	23	combined	combine	VBN
work_zbpzx43flfaifddpftczprcome	38	24	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	38	25	space	space	NN
work_zbpzx43flfaifddpftczprcome	38	26	to	to	TO
work_zbpzx43flfaifddpftczprcome	38	27	evaluate	evaluate	VB
work_zbpzx43flfaifddpftczprcome	38	28	the	the	DT
work_zbpzx43flfaifddpftczprcome	38	29	impact	impact	NN
work_zbpzx43flfaifddpftczprcome	38	30	of	of	IN
work_zbpzx43flfaifddpftczprcome	38	31	the	the	DT
work_zbpzx43flfaifddpftczprcome	38	32	suggested	suggested	JJ
work_zbpzx43flfaifddpftczprcome	38	33	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	38	34	on	on	IN
work_zbpzx43flfaifddpftczprcome	38	35	the	the	DT
work_zbpzx43flfaifddpftczprcome	38	36	binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	38	37	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	38	38	task	task	NN
work_zbpzx43flfaifddpftczprcome	38	39	of	of	IN
work_zbpzx43flfaifddpftczprcome	38	40	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	38	41	links	link	NNS
work_zbpzx43flfaifddpftczprcome	38	42	in	in	IN
work_zbpzx43flfaifddpftczprcome	38	43	co	co	JJ
work_zbpzx43flfaifddpftczprcome	38	44	-	-	JJ
work_zbpzx43flfaifddpftczprcome	38	45	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	38	46	network	network	NN
work_zbpzx43flfaifddpftczprcome	38	47	.	.	.
work_zbpzx43flfaifddpftczprcome	39	1	Such	such	PDT
work_zbpzx43flfaifddpftczprcome	39	2	an	an	DT
work_zbpzx43flfaifddpftczprcome	39	3	obtained	obtain	VBN
work_zbpzx43flfaifddpftczprcome	39	4	system	system	NN
work_zbpzx43flfaifddpftczprcome	39	5	could	could	MD
work_zbpzx43flfaifddpftczprcome	39	6	be	be	VB
work_zbpzx43flfaifddpftczprcome	39	7	applied	apply	VBN
work_zbpzx43flfaifddpftczprcome	39	8	for	for	IN
work_zbpzx43flfaifddpftczprcome	39	9	expert	expert	NN
work_zbpzx43flfaifddpftczprcome	39	10	search	search	NN
work_zbpzx43flfaifddpftczprcome	39	11	,	,	,
work_zbpzx43flfaifddpftczprcome	39	12	recommending	recommend	VBG
work_zbpzx43flfaifddpftczprcome	39	13	collaborator	collaborator	NN
work_zbpzx43flfaifddpftczprcome	39	14	or	or	CC
work_zbpzx43flfaifddpftczprcome	39	15	scientific	scientific	JJ
work_zbpzx43flfaifddpftczprcome	39	16	adviser	adviser	NN
work_zbpzx43flfaifddpftczprcome	39	17	,	,	,
work_zbpzx43flfaifddpftczprcome	39	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	39	19	searching	search	VBG
work_zbpzx43flfaifddpftczprcome	39	20	for	for	IN
work_zbpzx43flfaifddpftczprcome	39	21	relevant	relevant	JJ
work_zbpzx43flfaifddpftczprcome	39	22	research	research	NN
work_zbpzx43flfaifddpftczprcome	39	23	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	39	24	similar	similar	JJ
work_zbpzx43flfaifddpftczprcome	39	25	to	to	IN
work_zbpzx43flfaifddpftczprcome	39	26	the	the	DT
work_zbpzx43flfaifddpftczprcome	39	27	work	work	NN
work_zbpzx43flfaifddpftczprcome	39	28	proposed	propose	VBN
work_zbpzx43flfaifddpftczprcome	39	29	in	in	IN
work_zbpzx43flfaifddpftczprcome	39	30	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	39	31	et	et	NNP
work_zbpzx43flfaifddpftczprcome	39	32	al	al	NNP
work_zbpzx43flfaifddpftczprcome	39	33	.	.	.
work_zbpzx43flfaifddpftczprcome	40	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	40	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	40	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	40	4	,	,	,
work_zbpzx43flfaifddpftczprcome	40	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	40	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	40	7	.	.	.
work_zbpzx43flfaifddpftczprcome	41	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	41	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	41	3	,	,	,
work_zbpzx43flfaifddpftczprcome	41	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	41	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	41	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	41	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	41	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	41	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	41	10	2/20	2/20	CD
work_zbpzx43flfaifddpftczprcome	41	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	41	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNP
work_zbpzx43flfaifddpftczprcome	41	13	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	41	14	,	,	,
work_zbpzx43flfaifddpftczprcome	41	15	Bulanov	Bulanov	NNP
work_zbpzx43flfaifddpftczprcome	41	16	&	&	CC
work_zbpzx43flfaifddpftczprcome	41	17	Zhukov	Zhukov	NNP
work_zbpzx43flfaifddpftczprcome	41	18	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	41	19	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	41	20	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	41	21	and	and	CC
work_zbpzx43flfaifddpftczprcome	41	22	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	41	23	et	et	NNP
work_zbpzx43flfaifddpftczprcome	41	24	al	al	NNP
work_zbpzx43flfaifddpftczprcome	41	25	.	.	.
work_zbpzx43flfaifddpftczprcome	42	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	42	2	2018a	2018a	CD
work_zbpzx43flfaifddpftczprcome	42	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	42	4	.	.	.
work_zbpzx43flfaifddpftczprcome	43	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	43	2	what	what	WP
work_zbpzx43flfaifddpftczprcome	43	3	follows	follow	VBZ
work_zbpzx43flfaifddpftczprcome	43	4	,	,	,
work_zbpzx43flfaifddpftczprcome	43	5	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	43	6	describe	describe	VBP
work_zbpzx43flfaifddpftczprcome	43	7	solution	solution	NN
work_zbpzx43flfaifddpftczprcome	43	8	to	to	IN
work_zbpzx43flfaifddpftczprcome	43	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	43	10	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	43	11	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	43	12	leading	lead	VBG
work_zbpzx43flfaifddpftczprcome	43	13	to	to	IN
work_zbpzx43flfaifddpftczprcome	43	14	evaluation	evaluation	NN
work_zbpzx43flfaifddpftczprcome	43	15	of	of	IN
work_zbpzx43flfaifddpftczprcome	43	16	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	43	17	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	43	18	system	system	NN
work_zbpzx43flfaifddpftczprcome	43	19	based	base	VBN
work_zbpzx43flfaifddpftczprcome	43	20	on	on	IN
work_zbpzx43flfaifddpftczprcome	43	21	co	co	JJ
work_zbpzx43flfaifddpftczprcome	43	22	-	-	JJ
work_zbpzx43flfaifddpftczprcome	43	23	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	43	24	network	network	NN
work_zbpzx43flfaifddpftczprcome	43	25	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	43	26	and	and	CC
work_zbpzx43flfaifddpftczprcome	43	27	manually	manually	RB
work_zbpzx43flfaifddpftczprcome	43	28	engineered	engineer	VBN
work_zbpzx43flfaifddpftczprcome	43	29	features	feature	NNS
work_zbpzx43flfaifddpftczprcome	43	30	for	for	IN
work_zbpzx43flfaifddpftczprcome	43	31	HSE	hse	NN
work_zbpzx43flfaifddpftczprcome	43	32	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	43	33	.	.	.
work_zbpzx43flfaifddpftczprcome	44	1	RELATED	related	JJ
work_zbpzx43flfaifddpftczprcome	44	2	WORK	work	NN
work_zbpzx43flfaifddpftczprcome	44	3	Link	Link	NNP
work_zbpzx43flfaifddpftczprcome	44	4	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	44	5	The	the	DT
work_zbpzx43flfaifddpftczprcome	44	6	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	44	7	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	44	8	was	be	VBD
work_zbpzx43flfaifddpftczprcome	44	9	stated	state	VBN
work_zbpzx43flfaifddpftczprcome	44	10	in	in	IN
work_zbpzx43flfaifddpftczprcome	44	11	Liben	Liben	NNP
work_zbpzx43flfaifddpftczprcome	44	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	44	13	Nowell	Nowell	NNP
work_zbpzx43flfaifddpftczprcome	44	14	&	&	CC
work_zbpzx43flfaifddpftczprcome	44	15	Kleinberg	Kleinberg	NNP
work_zbpzx43flfaifddpftczprcome	44	16	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	44	17	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	44	18	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	44	19	,	,	,
work_zbpzx43flfaifddpftczprcome	44	20	in	in	IN
work_zbpzx43flfaifddpftczprcome	44	21	which	which	WDT
work_zbpzx43flfaifddpftczprcome	44	22	Liben	Liben	NNP
work_zbpzx43flfaifddpftczprcome	44	23	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	44	24	Nowell	Nowell	NNP
work_zbpzx43flfaifddpftczprcome	44	25	and	and	CC
work_zbpzx43flfaifddpftczprcome	44	26	Kleinberg	Kleinberg	NNP
work_zbpzx43flfaifddpftczprcome	44	27	proposed	propose	VBD
work_zbpzx43flfaifddpftczprcome	44	28	using	use	VBG
work_zbpzx43flfaifddpftczprcome	44	29	node	node	JJ
work_zbpzx43flfaifddpftczprcome	44	30	proximity	proximity	NN
work_zbpzx43flfaifddpftczprcome	44	31	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	44	32	.	.	.
work_zbpzx43flfaifddpftczprcome	45	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	45	2	evaluation	evaluation	NN
work_zbpzx43flfaifddpftczprcome	45	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	45	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	45	5	proposed	propose	VBN
work_zbpzx43flfaifddpftczprcome	45	6	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	45	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	45	8	large	large	JJ
work_zbpzx43flfaifddpftczprcome	45	9	co	co	NN
work_zbpzx43flfaifddpftczprcome	45	10	-	-	NN
work_zbpzx43flfaifddpftczprcome	45	11	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	45	12	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	45	13	showed	show	VBD
work_zbpzx43flfaifddpftczprcome	45	14	promising	promising	JJ
work_zbpzx43flfaifddpftczprcome	45	15	results	result	NNS
work_zbpzx43flfaifddpftczprcome	45	16	for	for	IN
work_zbpzx43flfaifddpftczprcome	45	17	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	45	18	future	future	JJ
work_zbpzx43flfaifddpftczprcome	45	19	links	link	NNS
work_zbpzx43flfaifddpftczprcome	45	20	based	base	VBN
work_zbpzx43flfaifddpftczprcome	45	21	on	on	IN
work_zbpzx43flfaifddpftczprcome	45	22	network	network	NN
work_zbpzx43flfaifddpftczprcome	45	23	topology	topology	NN
work_zbpzx43flfaifddpftczprcome	45	24	without	without	IN
work_zbpzx43flfaifddpftczprcome	45	25	any	any	DT
work_zbpzx43flfaifddpftczprcome	45	26	additional	additional	JJ
work_zbpzx43flfaifddpftczprcome	45	27	information	information	NN
work_zbpzx43flfaifddpftczprcome	45	28	on	on	IN
work_zbpzx43flfaifddpftczprcome	45	29	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	45	30	.	.	.
work_zbpzx43flfaifddpftczprcome	46	1	Unsupervised	unsupervise	VBN
work_zbpzx43flfaifddpftczprcome	46	2	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	46	3	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	46	4	was	be	VBD
work_zbpzx43flfaifddpftczprcome	46	5	proposed	propose	VBN
work_zbpzx43flfaifddpftczprcome	46	6	in	in	IN
work_zbpzx43flfaifddpftczprcome	46	7	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	46	8	&	&	CC
work_zbpzx43flfaifddpftczprcome	46	9	Liu	Liu	NNP
work_zbpzx43flfaifddpftczprcome	46	10	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	46	11	2012	2012	CD
work_zbpzx43flfaifddpftczprcome	46	12	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	46	13	.	.	.
work_zbpzx43flfaifddpftczprcome	47	1	Gao	Gao	NNP
work_zbpzx43flfaifddpftczprcome	47	2	,	,	,
work_zbpzx43flfaifddpftczprcome	47	3	Denoyer	Denoyer	NNP
work_zbpzx43flfaifddpftczprcome	47	4	&	&	CC
work_zbpzx43flfaifddpftczprcome	47	5	Gallinari	Gallinari	NNP
work_zbpzx43flfaifddpftczprcome	47	6	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	47	7	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	47	8	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	47	9	presented	present	VBD
work_zbpzx43flfaifddpftczprcome	47	10	temporal	temporal	JJ
work_zbpzx43flfaifddpftczprcome	47	11	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	47	12	based	base	VBN
work_zbpzx43flfaifddpftczprcome	47	13	on	on	IN
work_zbpzx43flfaifddpftczprcome	47	14	node	node	JJ
work_zbpzx43flfaifddpftczprcome	47	15	proximity	proximity	NN
work_zbpzx43flfaifddpftczprcome	47	16	and	and	CC
work_zbpzx43flfaifddpftczprcome	47	17	its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	47	18	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	47	19	determined	determine	VBN
work_zbpzx43flfaifddpftczprcome	47	20	by	by	IN
work_zbpzx43flfaifddpftczprcome	47	21	the	the	DT
work_zbpzx43flfaifddpftczprcome	47	22	content	content	NN
work_zbpzx43flfaifddpftczprcome	47	23	using	use	VBG
work_zbpzx43flfaifddpftczprcome	47	24	matrix	matrix	NN
work_zbpzx43flfaifddpftczprcome	47	25	factorization	factorization	NN
work_zbpzx43flfaifddpftczprcome	47	26	.	.	.
work_zbpzx43flfaifddpftczprcome	48	1	Two	two	CD
work_zbpzx43flfaifddpftczprcome	48	2	surveys	survey	NNS
work_zbpzx43flfaifddpftczprcome	48	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	48	4	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	48	5	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	48	6	describe	describe	VBP
work_zbpzx43flfaifddpftczprcome	48	7	core	core	NN
work_zbpzx43flfaifddpftczprcome	48	8	approaches	approach	NNS
work_zbpzx43flfaifddpftczprcome	48	9	for	for	IN
work_zbpzx43flfaifddpftczprcome	48	10	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	48	11	engineering	engineering	NN
work_zbpzx43flfaifddpftczprcome	48	12	,	,	,
work_zbpzx43flfaifddpftczprcome	48	13	Bayesian	bayesian	JJ
work_zbpzx43flfaifddpftczprcome	48	14	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	48	15	and	and	CC
work_zbpzx43flfaifddpftczprcome	48	16	dimensionality	dimensionality	NN
work_zbpzx43flfaifddpftczprcome	48	17	reduction	reduction	NN
work_zbpzx43flfaifddpftczprcome	48	18	were	be	VBD
work_zbpzx43flfaifddpftczprcome	48	19	presented	present	VBN
work_zbpzx43flfaifddpftczprcome	48	20	in	in	IN
work_zbpzx43flfaifddpftczprcome	48	21	Hasan	Hasan	NNP
work_zbpzx43flfaifddpftczprcome	48	22	&	&	CC
work_zbpzx43flfaifddpftczprcome	48	23	Zaki	Zaki	NNP
work_zbpzx43flfaifddpftczprcome	48	24	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	48	25	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	48	26	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	48	27	,	,	,
work_zbpzx43flfaifddpftczprcome	48	28	Lü	Lü	NNP
work_zbpzx43flfaifddpftczprcome	48	29	&	&	CC
work_zbpzx43flfaifddpftczprcome	48	30	Zhou	Zhou	NNP
work_zbpzx43flfaifddpftczprcome	48	31	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	48	32	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	48	33	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	48	34	.	.	.
work_zbpzx43flfaifddpftczprcome	49	1	Survey	survey	NN
work_zbpzx43flfaifddpftczprcome	49	2	on	on	IN
work_zbpzx43flfaifddpftczprcome	49	3	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	49	4	was	be	VBD
work_zbpzx43flfaifddpftczprcome	49	5	published	publish	VBN
work_zbpzx43flfaifddpftczprcome	49	6	in	in	IN
work_zbpzx43flfaifddpftczprcome	49	7	Wang	Wang	NNP
work_zbpzx43flfaifddpftczprcome	49	8	et	et	NNP
work_zbpzx43flfaifddpftczprcome	49	9	al	al	NNP
work_zbpzx43flfaifddpftczprcome	49	10	.	.	.
work_zbpzx43flfaifddpftczprcome	50	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	50	2	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	50	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	50	4	.	.	.
work_zbpzx43flfaifddpftczprcome	51	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	51	2	simplest	simple	JJS
work_zbpzx43flfaifddpftczprcome	51	3	baseline	baseline	NN
work_zbpzx43flfaifddpftczprcome	51	4	solution	solution	NN
work_zbpzx43flfaifddpftczprcome	51	5	using	use	VBG
work_zbpzx43flfaifddpftczprcome	51	6	network	network	NN
work_zbpzx43flfaifddpftczprcome	51	7	homophily	homophily	RB
work_zbpzx43flfaifddpftczprcome	51	8	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	51	9	based	base	VBN
work_zbpzx43flfaifddpftczprcome	51	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	51	11	common	common	JJ
work_zbpzx43flfaifddpftczprcome	51	12	neighbors	neighbor	NNS
work_zbpzx43flfaifddpftczprcome	51	13	or	or	CC
work_zbpzx43flfaifddpftczprcome	51	14	other	other	JJ
work_zbpzx43flfaifddpftczprcome	51	15	network	network	NN
work_zbpzx43flfaifddpftczprcome	51	16	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	51	17	scores	score	NNS
work_zbpzx43flfaifddpftczprcome	51	18	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	51	19	Liben	Liben	NNP
work_zbpzx43flfaifddpftczprcome	51	20	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	51	21	Nowell	Nowell	NNP
work_zbpzx43flfaifddpftczprcome	51	22	&	&	CC
work_zbpzx43flfaifddpftczprcome	51	23	Kleinberg	Kleinberg	NNP
work_zbpzx43flfaifddpftczprcome	51	24	,	,	,
work_zbpzx43flfaifddpftczprcome	51	25	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	51	26	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	51	27	.	.	.
work_zbpzx43flfaifddpftczprcome	52	1	However	however	RB
work_zbpzx43flfaifddpftczprcome	52	2	,	,	,
work_zbpzx43flfaifddpftczprcome	52	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	52	4	Gao	Gao	NNP
work_zbpzx43flfaifddpftczprcome	52	5	et	et	NNP
work_zbpzx43flfaifddpftczprcome	52	6	al	al	NNP
work_zbpzx43flfaifddpftczprcome	52	7	.	.	.
work_zbpzx43flfaifddpftczprcome	53	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	53	2	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	53	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	53	4	that	that	IN
work_zbpzx43flfaifddpftczprcome	53	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	53	6	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	53	7	measures	measure	NNS
work_zbpzx43flfaifddpftczprcome	53	8	are	be	VBP
work_zbpzx43flfaifddpftczprcome	53	9	not	not	RB
work_zbpzx43flfaifddpftczprcome	53	10	robust	robust	JJ
work_zbpzx43flfaifddpftczprcome	53	11	to	to	IN
work_zbpzx43flfaifddpftczprcome	53	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	53	13	network	network	NN
work_zbpzx43flfaifddpftczprcome	53	14	global	global	JJ
work_zbpzx43flfaifddpftczprcome	53	15	properties	property	NNS
work_zbpzx43flfaifddpftczprcome	53	16	and	and	CC
work_zbpzx43flfaifddpftczprcome	53	17	,	,	,
work_zbpzx43flfaifddpftczprcome	53	18	thus	thus	RB
work_zbpzx43flfaifddpftczprcome	53	19	,	,	,
work_zbpzx43flfaifddpftczprcome	53	20	could	could	MD
work_zbpzx43flfaifddpftczprcome	53	21	noise	noise	VB
work_zbpzx43flfaifddpftczprcome	53	22	the	the	DT
work_zbpzx43flfaifddpftczprcome	53	23	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	53	24	model	model	NN
work_zbpzx43flfaifddpftczprcome	53	25	with	with	IN
work_zbpzx43flfaifddpftczprcome	53	26	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	53	27	scores	score	NNS
work_zbpzx43flfaifddpftczprcome	53	28	only	only	RB
work_zbpzx43flfaifddpftczprcome	53	29	.	.	.
work_zbpzx43flfaifddpftczprcome	54	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	54	2	impact	impact	NN
work_zbpzx43flfaifddpftczprcome	54	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	54	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	54	5	attribute	attribute	NN
work_zbpzx43flfaifddpftczprcome	54	6	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	54	7	based	base	VBN
work_zbpzx43flfaifddpftczprcome	54	8	formation	formation	NN
work_zbpzx43flfaifddpftczprcome	54	9	in	in	IN
work_zbpzx43flfaifddpftczprcome	54	10	social	social	JJ
work_zbpzx43flfaifddpftczprcome	54	11	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	54	12	was	be	VBD
work_zbpzx43flfaifddpftczprcome	54	13	considered	consider	VBN
work_zbpzx43flfaifddpftczprcome	54	14	in	in	IN
work_zbpzx43flfaifddpftczprcome	54	15	Robins	Robins	NNP
work_zbpzx43flfaifddpftczprcome	54	16	et	et	NNP
work_zbpzx43flfaifddpftczprcome	54	17	al	al	NNP
work_zbpzx43flfaifddpftczprcome	54	18	.	.	.
work_zbpzx43flfaifddpftczprcome	55	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	55	2	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	55	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	55	4	and	and	CC
work_zbpzx43flfaifddpftczprcome	55	5	McPherson	McPherson	NNP
work_zbpzx43flfaifddpftczprcome	55	6	,	,	,
work_zbpzx43flfaifddpftczprcome	55	7	Smith	Smith	NNP
work_zbpzx43flfaifddpftczprcome	55	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	55	9	Lovin	Lovin	NNP
work_zbpzx43flfaifddpftczprcome	55	10	&	&	CC
work_zbpzx43flfaifddpftczprcome	55	11	Cook	Cook	NNP
work_zbpzx43flfaifddpftczprcome	55	12	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	55	13	2001	2001	CD
work_zbpzx43flfaifddpftczprcome	55	14	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	55	15	.	.	.
work_zbpzx43flfaifddpftczprcome	56	1	All	all	PDT
work_zbpzx43flfaifddpftczprcome	56	2	these	these	DT
work_zbpzx43flfaifddpftczprcome	56	3	observations	observation	NNS
work_zbpzx43flfaifddpftczprcome	56	4	require	require	VBP
work_zbpzx43flfaifddpftczprcome	56	5	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	56	6	engineering	engineering	NN
work_zbpzx43flfaifddpftczprcome	56	7	depending	depend	VBG
work_zbpzx43flfaifddpftczprcome	56	8	on	on	IN
work_zbpzx43flfaifddpftczprcome	56	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	56	10	domain	domain	NN
work_zbpzx43flfaifddpftczprcome	56	11	.	.	.
work_zbpzx43flfaifddpftczprcome	57	1	Graph	Graph	NNP
work_zbpzx43flfaifddpftczprcome	57	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	57	3	based	base	VBN
work_zbpzx43flfaifddpftczprcome	57	4	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	57	5	systems	system	NNS
work_zbpzx43flfaifddpftczprcome	57	6	formulated	formulate	VBN
work_zbpzx43flfaifddpftczprcome	57	7	via	via	IN
work_zbpzx43flfaifddpftczprcome	57	8	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	57	9	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	57	10	were	be	VBD
work_zbpzx43flfaifddpftczprcome	57	11	suggested	suggest	VBN
work_zbpzx43flfaifddpftczprcome	57	12	in	in	IN
work_zbpzx43flfaifddpftczprcome	57	13	Chen	Chen	NNP
work_zbpzx43flfaifddpftczprcome	57	14	,	,	,
work_zbpzx43flfaifddpftczprcome	57	15	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	57	16	&	&	CC
work_zbpzx43flfaifddpftczprcome	57	17	Huang	Huang	NNP
work_zbpzx43flfaifddpftczprcome	57	18	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	57	19	2005	2005	CD
work_zbpzx43flfaifddpftczprcome	57	20	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	57	21	,	,	,
work_zbpzx43flfaifddpftczprcome	57	22	Liu	Liu	NNP
work_zbpzx43flfaifddpftczprcome	57	23	&	&	CC
work_zbpzx43flfaifddpftczprcome	57	24	Kou	Kou	NNP
work_zbpzx43flfaifddpftczprcome	57	25	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	57	26	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	57	27	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	57	28	,	,	,
work_zbpzx43flfaifddpftczprcome	57	29	and	and	CC
work_zbpzx43flfaifddpftczprcome	57	30	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	57	31	&	&	CC
work_zbpzx43flfaifddpftczprcome	57	32	Chen	Chen	NNP
work_zbpzx43flfaifddpftczprcome	57	33	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	57	34	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	57	35	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	57	36	.	.	.
work_zbpzx43flfaifddpftczprcome	58	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	58	2	Kossinets	Kossinets	NNP
work_zbpzx43flfaifddpftczprcome	58	3	&	&	CC
work_zbpzx43flfaifddpftczprcome	58	4	Watts	Watts	NNP
work_zbpzx43flfaifddpftczprcome	58	5	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	58	6	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	58	7	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	58	8	,	,	,
work_zbpzx43flfaifddpftczprcome	58	9	studied	study	VBD
work_zbpzx43flfaifddpftczprcome	58	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	58	11	effect	effect	NN
work_zbpzx43flfaifddpftczprcome	58	12	of	of	IN
work_zbpzx43flfaifddpftczprcome	58	13	homophily	homophily	NNP
work_zbpzx43flfaifddpftczprcome	58	14	in	in	IN
work_zbpzx43flfaifddpftczprcome	58	15	a	a	DT
work_zbpzx43flfaifddpftczprcome	58	16	university	university	NN
work_zbpzx43flfaifddpftczprcome	58	17	community	community	NN
work_zbpzx43flfaifddpftczprcome	58	18	.	.	.
work_zbpzx43flfaifddpftczprcome	59	1	They	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	59	2	considered	consider	VBD
work_zbpzx43flfaifddpftczprcome	59	3	temporal	temporal	JJ
work_zbpzx43flfaifddpftczprcome	59	4	co	co	NN
work_zbpzx43flfaifddpftczprcome	59	5	-	-	JJ
work_zbpzx43flfaifddpftczprcome	59	6	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	59	7	network	network	NN
work_zbpzx43flfaifddpftczprcome	59	8	accompanied	accompany	VBN
work_zbpzx43flfaifddpftczprcome	59	9	with	with	IN
work_zbpzx43flfaifddpftczprcome	59	10	author	author	NN
work_zbpzx43flfaifddpftczprcome	59	11	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	59	12	and	and	CC
work_zbpzx43flfaifddpftczprcome	59	13	concluded	conclude	VBD
work_zbpzx43flfaifddpftczprcome	59	14	the	the	DT
work_zbpzx43flfaifddpftczprcome	59	15	influence	influence	NN
work_zbpzx43flfaifddpftczprcome	59	16	of	of	IN
work_zbpzx43flfaifddpftczprcome	59	17	not	not	RB
work_zbpzx43flfaifddpftczprcome	59	18	only	only	JJ
work_zbpzx43flfaifddpftczprcome	59	19	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	59	20	proximity	proximity	NN
work_zbpzx43flfaifddpftczprcome	59	21	,	,	,
work_zbpzx43flfaifddpftczprcome	59	22	but	but	CC
work_zbpzx43flfaifddpftczprcome	59	23	also	also	RB
work_zbpzx43flfaifddpftczprcome	59	24	author	author	NN
work_zbpzx43flfaifddpftczprcome	59	25	homophily	homophily	RB
work_zbpzx43flfaifddpftczprcome	59	26	for	for	IN
work_zbpzx43flfaifddpftczprcome	59	27	the	the	DT
work_zbpzx43flfaifddpftczprcome	59	28	social	social	JJ
work_zbpzx43flfaifddpftczprcome	59	29	network	network	NN
work_zbpzx43flfaifddpftczprcome	59	30	structure	structure	NN
work_zbpzx43flfaifddpftczprcome	59	31	.	.	.
work_zbpzx43flfaifddpftczprcome	60	1	Another	another	DT
work_zbpzx43flfaifddpftczprcome	60	2	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	60	3	focusing	focus	VBG
work_zbpzx43flfaifddpftczprcome	60	4	on	on	IN
work_zbpzx43flfaifddpftczprcome	60	5	interdisciplinary	interdisciplinary	JJ
work_zbpzx43flfaifddpftczprcome	60	6	collaboration	collaboration	NN
work_zbpzx43flfaifddpftczprcome	60	7	inside	inside	IN
work_zbpzx43flfaifddpftczprcome	60	8	the	the	DT
work_zbpzx43flfaifddpftczprcome	60	9	University	University	NNP
work_zbpzx43flfaifddpftczprcome	60	10	was	be	VBD
work_zbpzx43flfaifddpftczprcome	60	11	presented	present	VBN
work_zbpzx43flfaifddpftczprcome	60	12	in	in	IN
work_zbpzx43flfaifddpftczprcome	60	13	Cho	Cho	NNP
work_zbpzx43flfaifddpftczprcome	60	14	&	&	CC
work_zbpzx43flfaifddpftczprcome	60	15	Yu	Yu	NNP
work_zbpzx43flfaifddpftczprcome	60	16	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	60	17	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	60	18	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	60	19	.	.	.
work_zbpzx43flfaifddpftczprcome	61	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	61	2	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	61	3	used	use	VBD
work_zbpzx43flfaifddpftczprcome	61	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	61	5	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	61	6	co	co	NN
work_zbpzx43flfaifddpftczprcome	61	7	-	-	JJ
work_zbpzx43flfaifddpftczprcome	61	8	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	61	9	network	network	NN
work_zbpzx43flfaifddpftczprcome	61	10	and	and	CC
work_zbpzx43flfaifddpftczprcome	61	11	academic	academic	JJ
work_zbpzx43flfaifddpftczprcome	61	12	information	information	NN
work_zbpzx43flfaifddpftczprcome	61	13	for	for	IN
work_zbpzx43flfaifddpftczprcome	61	14	University	University	NNP
work_zbpzx43flfaifddpftczprcome	61	15	of	of	IN
work_zbpzx43flfaifddpftczprcome	61	16	Bristoll	Bristoll	NNP
work_zbpzx43flfaifddpftczprcome	61	17	and	and	CC
work_zbpzx43flfaifddpftczprcome	61	18	proposed	propose	VBD
work_zbpzx43flfaifddpftczprcome	61	19	a	a	DT
work_zbpzx43flfaifddpftczprcome	61	20	new	new	JJ
work_zbpzx43flfaifddpftczprcome	61	21	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	61	22	model	model	NN
work_zbpzx43flfaifddpftczprcome	61	23	for	for	IN
work_zbpzx43flfaifddpftczprcome	61	24	co	co	JJ
work_zbpzx43flfaifddpftczprcome	61	25	-	-	JJ
work_zbpzx43flfaifddpftczprcome	61	26	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	61	27	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	61	28	and	and	CC
work_zbpzx43flfaifddpftczprcome	61	29	recommendation	recommendation	NN
work_zbpzx43flfaifddpftczprcome	61	30	.	.	.
work_zbpzx43flfaifddpftczprcome	62	1	Kong	Kong	NNP
work_zbpzx43flfaifddpftczprcome	62	2	et	et	FW
work_zbpzx43flfaifddpftczprcome	62	3	al	al	NNP
work_zbpzx43flfaifddpftczprcome	62	4	.	.	.
work_zbpzx43flfaifddpftczprcome	63	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	63	2	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	63	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	63	4	developed	develop	VBD
work_zbpzx43flfaifddpftczprcome	63	5	a	a	DT
work_zbpzx43flfaifddpftczprcome	63	6	scientific	scientific	JJ
work_zbpzx43flfaifddpftczprcome	63	7	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	63	8	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	63	9	system	system	NN
work_zbpzx43flfaifddpftczprcome	63	10	called	call	VBN
work_zbpzx43flfaifddpftczprcome	63	11	VOPRec	VOPRec	NNP
work_zbpzx43flfaifddpftczprcome	63	12	.	.	.
work_zbpzx43flfaifddpftczprcome	64	1	However	however	RB
work_zbpzx43flfaifddpftczprcome	64	2	,	,	,
work_zbpzx43flfaifddpftczprcome	64	3	in	in	IN
work_zbpzx43flfaifddpftczprcome	64	4	contrast	contrast	NN
work_zbpzx43flfaifddpftczprcome	64	5	to	to	IN
work_zbpzx43flfaifddpftczprcome	64	6	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	64	7	work	work	NN
work_zbpzx43flfaifddpftczprcome	64	8	they	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	64	9	constructed	construct	VBD
work_zbpzx43flfaifddpftczprcome	64	10	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	64	11	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	64	12	of	of	IN
work_zbpzx43flfaifddpftczprcome	64	13	research	research	NN
work_zbpzx43flfaifddpftczprcome	64	14	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	64	15	in	in	IN
work_zbpzx43flfaifddpftczprcome	64	16	citation	citation	NN
work_zbpzx43flfaifddpftczprcome	64	17	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	64	18	.	.	.
work_zbpzx43flfaifddpftczprcome	65	1	Their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	65	2	system	system	NN
work_zbpzx43flfaifddpftczprcome	65	3	uses	use	VBZ
work_zbpzx43flfaifddpftczprcome	65	4	both	both	CC
work_zbpzx43flfaifddpftczprcome	65	5	text	text	NN
work_zbpzx43flfaifddpftczprcome	65	6	information	information	NN
work_zbpzx43flfaifddpftczprcome	65	7	represented	represent	VBN
work_zbpzx43flfaifddpftczprcome	65	8	with	with	IN
work_zbpzx43flfaifddpftczprcome	65	9	word	word	NN
work_zbpzx43flfaifddpftczprcome	65	10	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	65	11	to	to	TO
work_zbpzx43flfaifddpftczprcome	65	12	find	find	VB
work_zbpzx43flfaifddpftczprcome	65	13	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	65	14	of	of	IN
work_zbpzx43flfaifddpftczprcome	65	15	similar	similar	JJ
work_zbpzx43flfaifddpftczprcome	65	16	research	research	NN
work_zbpzx43flfaifddpftczprcome	65	17	interest	interest	NN
work_zbpzx43flfaifddpftczprcome	65	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	65	19	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	65	20	identity	identity	NN
work_zbpzx43flfaifddpftczprcome	65	21	converted	convert	VBN
work_zbpzx43flfaifddpftczprcome	65	22	into	into	IN
work_zbpzx43flfaifddpftczprcome	65	23	vectors	vector	NNS
work_zbpzx43flfaifddpftczprcome	65	24	to	to	TO
work_zbpzx43flfaifddpftczprcome	65	25	find	find	VB
work_zbpzx43flfaifddpftczprcome	65	26	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	65	27	of	of	IN
work_zbpzx43flfaifddpftczprcome	65	28	similar	similar	JJ
work_zbpzx43flfaifddpftczprcome	65	29	network	network	NN
work_zbpzx43flfaifddpftczprcome	65	30	topology	topology	NN
work_zbpzx43flfaifddpftczprcome	65	31	.	.	.
work_zbpzx43flfaifddpftczprcome	66	1	To	to	TO
work_zbpzx43flfaifddpftczprcome	66	2	combine	combine	VB
work_zbpzx43flfaifddpftczprcome	66	3	text	text	NN
work_zbpzx43flfaifddpftczprcome	66	4	and	and	CC
work_zbpzx43flfaifddpftczprcome	66	5	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	66	6	informations	information	NNS
work_zbpzx43flfaifddpftczprcome	66	7	with	with	IN
work_zbpzx43flfaifddpftczprcome	66	8	the	the	DT
work_zbpzx43flfaifddpftczprcome	66	9	network	network	NN
work_zbpzx43flfaifddpftczprcome	66	10	,	,	,
work_zbpzx43flfaifddpftczprcome	66	11	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	66	12	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	66	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	66	14	article	article	NN
work_zbpzx43flfaifddpftczprcome	66	15	can	can	MD
work_zbpzx43flfaifddpftczprcome	66	16	be	be	VB
work_zbpzx43flfaifddpftczprcome	66	17	learned	learn	VBN
work_zbpzx43flfaifddpftczprcome	66	18	with	with	IN
work_zbpzx43flfaifddpftczprcome	66	19	network	network	NN
work_zbpzx43flfaifddpftczprcome	66	20	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	66	21	.	.	.
work_zbpzx43flfaifddpftczprcome	67	1	Network	network	NN
work_zbpzx43flfaifddpftczprcome	67	2	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	67	3	In	in	IN
work_zbpzx43flfaifddpftczprcome	67	4	general	general	JJ
work_zbpzx43flfaifddpftczprcome	67	5	,	,	,
work_zbpzx43flfaifddpftczprcome	67	6	knowledge	knowledge	NN
work_zbpzx43flfaifddpftczprcome	67	7	retrieval	retrieval	NN
work_zbpzx43flfaifddpftczprcome	67	8	and	and	CC
work_zbpzx43flfaifddpftczprcome	67	9	task	task	NN
work_zbpzx43flfaifddpftczprcome	67	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	67	11	dependent	dependent	JJ
work_zbpzx43flfaifddpftczprcome	67	12	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	67	13	extraction	extraction	NN
work_zbpzx43flfaifddpftczprcome	67	14	would	would	MD
work_zbpzx43flfaifddpftczprcome	67	15	require	require	VB
work_zbpzx43flfaifddpftczprcome	67	16	domain	domain	NN
work_zbpzx43flfaifddpftczprcome	67	17	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	67	18	specific	specific	JJ
work_zbpzx43flfaifddpftczprcome	67	19	expert	expert	NN
work_zbpzx43flfaifddpftczprcome	67	20	to	to	TO
work_zbpzx43flfaifddpftczprcome	67	21	construct	construct	VB
work_zbpzx43flfaifddpftczprcome	67	22	a	a	DT
work_zbpzx43flfaifddpftczprcome	67	23	real	real	JJ
work_zbpzx43flfaifddpftczprcome	67	24	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	67	25	value	value	NN
work_zbpzx43flfaifddpftczprcome	67	26	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	67	27	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	67	28	for	for	IN
work_zbpzx43flfaifddpftczprcome	67	29	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	67	30	and	and	CC
work_zbpzx43flfaifddpftczprcome	67	31	edges	edge	VBZ
work_zbpzx43flfaifddpftczprcome	67	32	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	67	33	et	et	NNP
work_zbpzx43flfaifddpftczprcome	67	34	al	al	NNP
work_zbpzx43flfaifddpftczprcome	67	35	.	.	.
work_zbpzx43flfaifddpftczprcome	68	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	68	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	68	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	68	4	,	,	,
work_zbpzx43flfaifddpftczprcome	68	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	68	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	68	7	.	.	.
work_zbpzx43flfaifddpftczprcome	69	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	69	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	69	3	,	,	,
work_zbpzx43flfaifddpftczprcome	69	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	69	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	69	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	69	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	69	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	69	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	69	10	3/20	3/20	CD
work_zbpzx43flfaifddpftczprcome	69	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	69	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_zbpzx43flfaifddpftczprcome	69	13	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	69	14	.	.	.
work_zbpzx43flfaifddpftczprcome	70	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	70	2	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	70	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	70	4	such	such	PDT
work_zbpzx43flfaifddpftczprcome	70	5	an	an	DT
work_zbpzx43flfaifddpftczprcome	70	6	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	70	7	will	will	MD
work_zbpzx43flfaifddpftczprcome	70	8	be	be	VB
work_zbpzx43flfaifddpftczprcome	70	9	influenced	influence	VBN
work_zbpzx43flfaifddpftczprcome	70	10	by	by	IN
work_zbpzx43flfaifddpftczprcome	70	11	particular	particular	JJ
work_zbpzx43flfaifddpftczprcome	70	12	tasks	task	NNS
work_zbpzx43flfaifddpftczprcome	70	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	70	14	expert	expert	NN
work_zbpzx43flfaifddpftczprcome	70	15	work	work	NN
work_zbpzx43flfaifddpftczprcome	70	16	,	,	,
work_zbpzx43flfaifddpftczprcome	70	17	while	while	IN
work_zbpzx43flfaifddpftczprcome	70	18	not	not	RB
work_zbpzx43flfaifddpftczprcome	70	19	being	be	VBG
work_zbpzx43flfaifddpftczprcome	70	20	scalable	scalable	JJ
work_zbpzx43flfaifddpftczprcome	70	21	for	for	IN
work_zbpzx43flfaifddpftczprcome	70	22	large	large	JJ
work_zbpzx43flfaifddpftczprcome	70	23	noisy	noisy	JJ
work_zbpzx43flfaifddpftczprcome	70	24	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	70	25	.	.	.
work_zbpzx43flfaifddpftczprcome	71	1	Recently	recently	RB
work_zbpzx43flfaifddpftczprcome	71	2	,	,	,
work_zbpzx43flfaifddpftczprcome	71	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	71	4	theory	theory	NN
work_zbpzx43flfaifddpftczprcome	71	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	71	6	hidden	hidden	JJ
work_zbpzx43flfaifddpftczprcome	71	7	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	71	8	has	have	VBZ
work_zbpzx43flfaifddpftczprcome	71	9	impacted	impact	VBN
work_zbpzx43flfaifddpftczprcome	71	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	71	11	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	71	12	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	71	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	71	14	artificial	artificial	JJ
work_zbpzx43flfaifddpftczprcome	71	15	intelligence	intelligence	NN
work_zbpzx43flfaifddpftczprcome	71	16	.	.	.
work_zbpzx43flfaifddpftczprcome	72	1	It	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	72	2	shifted	shift	VBD
work_zbpzx43flfaifddpftczprcome	72	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	72	4	attention	attention	NN
work_zbpzx43flfaifddpftczprcome	72	5	from	from	IN
work_zbpzx43flfaifddpftczprcome	72	6	manual	manual	JJ
work_zbpzx43flfaifddpftczprcome	72	7	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	72	8	engineering	engineer	VBG
work_zbpzx43flfaifddpftczprcome	72	9	to	to	IN
work_zbpzx43flfaifddpftczprcome	72	10	defining	define	VBG
work_zbpzx43flfaifddpftczprcome	72	11	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	72	12	function	function	NN
work_zbpzx43flfaifddpftczprcome	72	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	72	14	then	then	RB
work_zbpzx43flfaifddpftczprcome	72	15	solving	solve	VBG
work_zbpzx43flfaifddpftczprcome	72	16	optimization	optimization	NN
work_zbpzx43flfaifddpftczprcome	72	17	task	task	NN
work_zbpzx43flfaifddpftczprcome	72	18	.	.	.
work_zbpzx43flfaifddpftczprcome	73	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	73	2	early	early	JJ
work_zbpzx43flfaifddpftczprcome	73	3	works	work	NNS
work_zbpzx43flfaifddpftczprcome	73	4	on	on	IN
work_zbpzx43flfaifddpftczprcome	73	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	73	6	vectorized	vectorize	VBN
work_zbpzx43flfaifddpftczprcome	73	7	models	model	NNS
work_zbpzx43flfaifddpftczprcome	73	8	were	be	VBD
work_zbpzx43flfaifddpftczprcome	73	9	presented	present	VBN
work_zbpzx43flfaifddpftczprcome	73	10	in	in	IN
work_zbpzx43flfaifddpftczprcome	73	11	Local	Local	NNP
work_zbpzx43flfaifddpftczprcome	73	12	Linear	Linear	NNP
work_zbpzx43flfaifddpftczprcome	73	13	Embedding	Embedding	NNP
work_zbpzx43flfaifddpftczprcome	73	14	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	73	15	Roweis	Roweis	NNP
work_zbpzx43flfaifddpftczprcome	73	16	&	&	CC
work_zbpzx43flfaifddpftczprcome	73	17	Saul	Saul	NNP
work_zbpzx43flfaifddpftczprcome	73	18	,	,	,
work_zbpzx43flfaifddpftczprcome	73	19	2000	2000	CD
work_zbpzx43flfaifddpftczprcome	73	20	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	73	21	,	,	,
work_zbpzx43flfaifddpftczprcome	73	22	IsoMAP	IsoMAP	NNP
work_zbpzx43flfaifddpftczprcome	73	23	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	73	24	Tenenbaum	Tenenbaum	NNP
work_zbpzx43flfaifddpftczprcome	73	25	,	,	,
work_zbpzx43flfaifddpftczprcome	73	26	De	De	NNP
work_zbpzx43flfaifddpftczprcome	73	27	Silva	Silva	NNP
work_zbpzx43flfaifddpftczprcome	73	28	&	&	CC
work_zbpzx43flfaifddpftczprcome	73	29	Langford	Langford	NNP
work_zbpzx43flfaifddpftczprcome	73	30	,	,	,
work_zbpzx43flfaifddpftczprcome	73	31	2000	2000	CD
work_zbpzx43flfaifddpftczprcome	73	32	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	73	33	,	,	,
work_zbpzx43flfaifddpftczprcome	73	34	Laplacian	Laplacian	NNP
work_zbpzx43flfaifddpftczprcome	73	35	Eigenmap	Eigenmap	NNP
work_zbpzx43flfaifddpftczprcome	73	36	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	73	37	Belkin	Belkin	NNP
work_zbpzx43flfaifddpftczprcome	73	38	&	&	CC
work_zbpzx43flfaifddpftczprcome	73	39	Niyogi	Niyogi	NNP
work_zbpzx43flfaifddpftczprcome	73	40	,	,	,
work_zbpzx43flfaifddpftczprcome	73	41	2002	2002	CD
work_zbpzx43flfaifddpftczprcome	73	42	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	73	43	,	,	,
work_zbpzx43flfaifddpftczprcome	73	44	Spectral	Spectral	NNP
work_zbpzx43flfaifddpftczprcome	73	45	Clustering	Clustering	NNP
work_zbpzx43flfaifddpftczprcome	73	46	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	73	47	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	73	48	&	&	CC
work_zbpzx43flfaifddpftczprcome	73	49	Liu	Liu	NNP
work_zbpzx43flfaifddpftczprcome	73	50	,	,	,
work_zbpzx43flfaifddpftczprcome	73	51	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	73	52	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	73	53	,	,	,
work_zbpzx43flfaifddpftczprcome	73	54	MFA	MFA	NNP
work_zbpzx43flfaifddpftczprcome	73	55	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	73	56	Yan	Yan	NNP
work_zbpzx43flfaifddpftczprcome	73	57	et	et	NNP
work_zbpzx43flfaifddpftczprcome	73	58	al	al	NNP
work_zbpzx43flfaifddpftczprcome	73	59	.	.	NNP
work_zbpzx43flfaifddpftczprcome	73	60	,	,	,
work_zbpzx43flfaifddpftczprcome	73	61	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	73	62	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	73	63	,	,	,
work_zbpzx43flfaifddpftczprcome	73	64	and	and	CC
work_zbpzx43flfaifddpftczprcome	73	65	GraRep	GraRep	NNP
work_zbpzx43flfaifddpftczprcome	73	66	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	73	67	Cao	Cao	NNP
work_zbpzx43flfaifddpftczprcome	73	68	,	,	,
work_zbpzx43flfaifddpftczprcome	73	69	Lu	Lu	NNP
work_zbpzx43flfaifddpftczprcome	73	70	&	&	CC
work_zbpzx43flfaifddpftczprcome	73	71	Xu	Xu	NNP
work_zbpzx43flfaifddpftczprcome	73	72	,	,	,
work_zbpzx43flfaifddpftczprcome	73	73	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	73	74	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	73	75	.	.	.
work_zbpzx43flfaifddpftczprcome	74	1	These	these	DT
work_zbpzx43flfaifddpftczprcome	74	2	works	work	NNS
work_zbpzx43flfaifddpftczprcome	74	3	try	try	VBP
work_zbpzx43flfaifddpftczprcome	74	4	to	to	TO
work_zbpzx43flfaifddpftczprcome	74	5	embed	embed	VB
work_zbpzx43flfaifddpftczprcome	74	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	74	7	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	74	8	into	into	IN
work_zbpzx43flfaifddpftczprcome	74	9	real	real	JJ
work_zbpzx43flfaifddpftczprcome	74	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	74	11	value	value	NN
work_zbpzx43flfaifddpftczprcome	74	12	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	74	13	space	space	NN
work_zbpzx43flfaifddpftczprcome	74	14	using	use	VBG
work_zbpzx43flfaifddpftczprcome	74	15	several	several	JJ
work_zbpzx43flfaifddpftczprcome	74	16	proximity	proximity	NN
work_zbpzx43flfaifddpftczprcome	74	17	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	74	18	.	.	.
work_zbpzx43flfaifddpftczprcome	75	1	However	however	RB
work_zbpzx43flfaifddpftczprcome	75	2	,	,	,
work_zbpzx43flfaifddpftczprcome	75	3	development	development	NN
work_zbpzx43flfaifddpftczprcome	75	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	75	5	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	75	6	learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	75	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	75	8	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	75	9	was	be	VBD
work_zbpzx43flfaifddpftczprcome	75	10	in	in	IN
work_zbpzx43flfaifddpftczprcome	75	11	stagnation	stagnation	NN
work_zbpzx43flfaifddpftczprcome	75	12	due	due	IN
work_zbpzx43flfaifddpftczprcome	75	13	to	to	IN
work_zbpzx43flfaifddpftczprcome	75	14	the	the	DT
work_zbpzx43flfaifddpftczprcome	75	15	non	non	JJ
work_zbpzx43flfaifddpftczprcome	75	16	-	-	JJ
work_zbpzx43flfaifddpftczprcome	75	17	robust	robust	JJ
work_zbpzx43flfaifddpftczprcome	75	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	75	19	non	non	JJ
work_zbpzx43flfaifddpftczprcome	75	20	-	-	JJ
work_zbpzx43flfaifddpftczprcome	75	21	efficient	efficient	JJ
work_zbpzx43flfaifddpftczprcome	75	22	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	75	23	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	75	24	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	75	25	of	of	IN
work_zbpzx43flfaifddpftczprcome	75	26	dimensionality	dimensionality	NN
work_zbpzx43flfaifddpftczprcome	75	27	reduction	reduction	NN
work_zbpzx43flfaifddpftczprcome	75	28	based	base	VBN
work_zbpzx43flfaifddpftczprcome	75	29	on	on	IN
work_zbpzx43flfaifddpftczprcome	75	30	network	network	NN
work_zbpzx43flfaifddpftczprcome	75	31	matrix	matrix	NN
work_zbpzx43flfaifddpftczprcome	75	32	factorization	factorization	NN
work_zbpzx43flfaifddpftczprcome	75	33	or	or	CC
work_zbpzx43flfaifddpftczprcome	75	34	spectral	spectral	JJ
work_zbpzx43flfaifddpftczprcome	75	35	decomposition	decomposition	NN
work_zbpzx43flfaifddpftczprcome	75	36	.	.	.
work_zbpzx43flfaifddpftczprcome	76	1	These	these	DT
work_zbpzx43flfaifddpftczprcome	76	2	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	76	3	were	be	VBD
work_zbpzx43flfaifddpftczprcome	76	4	not	not	RB
work_zbpzx43flfaifddpftczprcome	76	5	applicable	applicable	JJ
work_zbpzx43flfaifddpftczprcome	76	6	for	for	IN
work_zbpzx43flfaifddpftczprcome	76	7	large	large	JJ
work_zbpzx43flfaifddpftczprcome	76	8	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	76	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	76	10	noisy	noisy	JJ
work_zbpzx43flfaifddpftczprcome	76	11	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	76	12	and	and	CC
work_zbpzx43flfaifddpftczprcome	76	13	attribute	attribute	NN
work_zbpzx43flfaifddpftczprcome	76	14	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	76	15	providing	provide	VBG
work_zbpzx43flfaifddpftczprcome	76	16	low	low	JJ
work_zbpzx43flfaifddpftczprcome	76	17	accuracy	accuracy	NN
work_zbpzx43flfaifddpftczprcome	76	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	76	19	having	have	VBG
work_zbpzx43flfaifddpftczprcome	76	20	high	high	JJ
work_zbpzx43flfaifddpftczprcome	76	21	time	time	NN
work_zbpzx43flfaifddpftczprcome	76	22	complexity	complexity	NN
work_zbpzx43flfaifddpftczprcome	76	23	of	of	IN
work_zbpzx43flfaifddpftczprcome	76	24	constructing	construct	VBG
work_zbpzx43flfaifddpftczprcome	76	25	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	76	26	.	.	.
work_zbpzx43flfaifddpftczprcome	77	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	77	2	modern	modern	JJ
work_zbpzx43flfaifddpftczprcome	77	3	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	77	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	77	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	77	6	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	77	7	try	try	NN
work_zbpzx43flfaifddpftczprcome	77	8	to	to	TO
work_zbpzx43flfaifddpftczprcome	77	9	improve	improve	VB
work_zbpzx43flfaifddpftczprcome	77	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	77	11	performance	performance	NN
work_zbpzx43flfaifddpftczprcome	77	12	on	on	IN
work_zbpzx43flfaifddpftczprcome	77	13	several	several	JJ
work_zbpzx43flfaifddpftczprcome	77	14	typical	typical	JJ
work_zbpzx43flfaifddpftczprcome	77	15	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	77	16	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	77	17	tasks	task	NNS
work_zbpzx43flfaifddpftczprcome	77	18	using	use	VBG
work_zbpzx43flfaifddpftczprcome	77	19	conditional	conditional	JJ
work_zbpzx43flfaifddpftczprcome	77	20	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	77	21	of	of	IN
work_zbpzx43flfaifddpftczprcome	77	22	a	a	DT
work_zbpzx43flfaifddpftczprcome	77	23	node	node	NN
work_zbpzx43flfaifddpftczprcome	77	24	based	base	VBN
work_zbpzx43flfaifddpftczprcome	77	25	on	on	IN
work_zbpzx43flfaifddpftczprcome	77	26	its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	77	27	local	local	JJ
work_zbpzx43flfaifddpftczprcome	77	28	and	and	CC
work_zbpzx43flfaifddpftczprcome	77	29	global	global	JJ
work_zbpzx43flfaifddpftczprcome	77	30	neighborhood	neighborhood	NN
work_zbpzx43flfaifddpftczprcome	77	31	defined	define	VBN
work_zbpzx43flfaifddpftczprcome	77	32	via	via	IN
work_zbpzx43flfaifddpftczprcome	77	33	random	random	JJ
work_zbpzx43flfaifddpftczprcome	77	34	walking	walking	NN
work_zbpzx43flfaifddpftczprcome	77	35	.	.	.
work_zbpzx43flfaifddpftczprcome	78	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	78	2	first	first	JJ
work_zbpzx43flfaifddpftczprcome	78	3	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	78	4	order	order	NN
work_zbpzx43flfaifddpftczprcome	78	5	and	and	CC
work_zbpzx43flfaifddpftczprcome	78	6	second	second	JJ
work_zbpzx43flfaifddpftczprcome	78	7	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	78	8	order	order	NN
work_zbpzx43flfaifddpftczprcome	78	9	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	78	10	proximity	proximity	NN
work_zbpzx43flfaifddpftczprcome	78	11	were	be	VBD
work_zbpzx43flfaifddpftczprcome	78	12	suggested	suggest	VBN
work_zbpzx43flfaifddpftczprcome	78	13	in	in	IN
work_zbpzx43flfaifddpftczprcome	78	14	LINE	LINE	NNP
work_zbpzx43flfaifddpftczprcome	78	15	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	78	16	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	78	17	et	et	FW
work_zbpzx43flfaifddpftczprcome	78	18	al	al	NNP
work_zbpzx43flfaifddpftczprcome	78	19	.	.	NNP
work_zbpzx43flfaifddpftczprcome	78	20	,	,	,
work_zbpzx43flfaifddpftczprcome	78	21	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	78	22	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	78	23	and	and	CC
work_zbpzx43flfaifddpftczprcome	78	24	SDNE	SDNE	NNP
work_zbpzx43flfaifddpftczprcome	78	25	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	78	26	Wang	Wang	NNP
work_zbpzx43flfaifddpftczprcome	78	27	,	,	,
work_zbpzx43flfaifddpftczprcome	78	28	Cui	Cui	NNP
work_zbpzx43flfaifddpftczprcome	78	29	&	&	CC
work_zbpzx43flfaifddpftczprcome	78	30	Zhu	Zhu	NNP
work_zbpzx43flfaifddpftczprcome	78	31	,	,	,
work_zbpzx43flfaifddpftczprcome	78	32	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	78	33	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	78	34	models	model	NNS
work_zbpzx43flfaifddpftczprcome	78	35	.	.	.
work_zbpzx43flfaifddpftczprcome	79	1	Generalizing	generalize	VBG
work_zbpzx43flfaifddpftczprcome	79	2	this	this	DT
work_zbpzx43flfaifddpftczprcome	79	3	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	79	4	,	,	,
work_zbpzx43flfaifddpftczprcome	79	5	DeepWalk	DeepWalk	NNP
work_zbpzx43flfaifddpftczprcome	79	6	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	79	7	Perozzi	Perozzi	NNP
work_zbpzx43flfaifddpftczprcome	79	8	,	,	,
work_zbpzx43flfaifddpftczprcome	79	9	Al	Al	NNP
work_zbpzx43flfaifddpftczprcome	79	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	79	11	Rfou	Rfou	NNP
work_zbpzx43flfaifddpftczprcome	79	12	&	&	CC
work_zbpzx43flfaifddpftczprcome	79	13	Skiena	Skiena	NNP
work_zbpzx43flfaifddpftczprcome	79	14	,	,	,
work_zbpzx43flfaifddpftczprcome	79	15	2014	2014	CD
work_zbpzx43flfaifddpftczprcome	79	16	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	79	17	and	and	CC
work_zbpzx43flfaifddpftczprcome	79	18	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	79	19	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	79	20	Grover	Grover	NNP
work_zbpzx43flfaifddpftczprcome	79	21	&	&	CC
work_zbpzx43flfaifddpftczprcome	79	22	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	79	23	,	,	,
work_zbpzx43flfaifddpftczprcome	79	24	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	79	25	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	79	26	algorithms	algorithm	NNS
work_zbpzx43flfaifddpftczprcome	79	27	use	use	VBP
work_zbpzx43flfaifddpftczprcome	79	28	Skip	Skip	NNP
work_zbpzx43flfaifddpftczprcome	79	29	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	79	30	gram	gram	NN
work_zbpzx43flfaifddpftczprcome	79	31	model	model	NN
work_zbpzx43flfaifddpftczprcome	79	32	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	79	33	Mikolov	Mikolov	NNP
work_zbpzx43flfaifddpftczprcome	79	34	et	et	FW
work_zbpzx43flfaifddpftczprcome	79	35	al	al	NNP
work_zbpzx43flfaifddpftczprcome	79	36	.	.	NNP
work_zbpzx43flfaifddpftczprcome	79	37	,	,	,
work_zbpzx43flfaifddpftczprcome	79	38	2013	2013	CD
work_zbpzx43flfaifddpftczprcome	79	39	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	79	40	based	base	VBN
work_zbpzx43flfaifddpftczprcome	79	41	on	on	IN
work_zbpzx43flfaifddpftczprcome	79	42	simulation	simulation	NN
work_zbpzx43flfaifddpftczprcome	79	43	of	of	IN
work_zbpzx43flfaifddpftczprcome	79	44	breadth	breadth	NN
work_zbpzx43flfaifddpftczprcome	79	45	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	79	46	first	first	JJ
work_zbpzx43flfaifddpftczprcome	79	47	sampling	sampling	NN
work_zbpzx43flfaifddpftczprcome	79	48	and	and	CC
work_zbpzx43flfaifddpftczprcome	79	49	depth	depth	NN
work_zbpzx43flfaifddpftczprcome	79	50	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	79	51	first	first	JJ
work_zbpzx43flfaifddpftczprcome	79	52	sampling	sampling	NN
work_zbpzx43flfaifddpftczprcome	79	53	.	.	.
work_zbpzx43flfaifddpftczprcome	80	1	Although	although	IN
work_zbpzx43flfaifddpftczprcome	80	2	,	,	,
work_zbpzx43flfaifddpftczprcome	80	3	in	in	IN
work_zbpzx43flfaifddpftczprcome	80	4	Carstens	Carstens	NNP
work_zbpzx43flfaifddpftczprcome	80	5	et	et	NNP
work_zbpzx43flfaifddpftczprcome	80	6	al	al	NNP
work_zbpzx43flfaifddpftczprcome	80	7	.	.	.
work_zbpzx43flfaifddpftczprcome	81	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	81	2	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	81	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	81	4	,	,	,
work_zbpzx43flfaifddpftczprcome	81	5	Carstens	Carstens	NNP
work_zbpzx43flfaifddpftczprcome	81	6	et	et	NNP
work_zbpzx43flfaifddpftczprcome	81	7	al	al	NNP
work_zbpzx43flfaifddpftczprcome	81	8	.	.	.
work_zbpzx43flfaifddpftczprcome	82	1	showed	show	VBD
work_zbpzx43flfaifddpftczprcome	82	2	some	some	DT
work_zbpzx43flfaifddpftczprcome	82	3	drawbacks	drawback	NNS
work_zbpzx43flfaifddpftczprcome	82	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	82	5	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	82	6	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	82	7	Grover	Grover	NNP
work_zbpzx43flfaifddpftczprcome	82	8	&	&	CC
work_zbpzx43flfaifddpftczprcome	82	9	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	82	10	,	,	,
work_zbpzx43flfaifddpftczprcome	82	11	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	82	12	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	82	13	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	82	14	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	82	15	,	,	,
work_zbpzx43flfaifddpftczprcome	82	16	it	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	82	17	still	still	RB
work_zbpzx43flfaifddpftczprcome	82	18	remained	remain	VBD
work_zbpzx43flfaifddpftczprcome	82	19	competitive	competitive	JJ
work_zbpzx43flfaifddpftczprcome	82	20	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	82	21	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	82	22	only	only	RB
work_zbpzx43flfaifddpftczprcome	82	23	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	82	24	for	for	IN
work_zbpzx43flfaifddpftczprcome	82	25	representing	represent	VBG
work_zbpzx43flfaifddpftczprcome	82	26	both	both	DT
work_zbpzx43flfaifddpftczprcome	82	27	,	,	,
work_zbpzx43flfaifddpftczprcome	82	28	homophily	homophily	JJ
work_zbpzx43flfaifddpftczprcome	82	29	and	and	CC
work_zbpzx43flfaifddpftczprcome	82	30	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	82	31	equivalence	equivalence	NN
work_zbpzx43flfaifddpftczprcome	82	32	in	in	IN
work_zbpzx43flfaifddpftczprcome	82	33	the	the	DT
work_zbpzx43flfaifddpftczprcome	82	34	network	network	NN
work_zbpzx43flfaifddpftczprcome	82	35	.	.	.
work_zbpzx43flfaifddpftczprcome	83	1	Its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	83	2	generalization	generalization	NN
work_zbpzx43flfaifddpftczprcome	83	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	83	4	global	global	JJ
work_zbpzx43flfaifddpftczprcome	83	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	83	6	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	83	7	learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	83	8	from	from	IN
work_zbpzx43flfaifddpftczprcome	83	9	Wu	Wu	NNP
work_zbpzx43flfaifddpftczprcome	83	10	&	&	CC
work_zbpzx43flfaifddpftczprcome	83	11	Lerman	Lerman	NNP
work_zbpzx43flfaifddpftczprcome	83	12	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	83	13	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	83	14	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	83	15	shows	show	VBZ
work_zbpzx43flfaifddpftczprcome	83	16	comparable	comparable	JJ
work_zbpzx43flfaifddpftczprcome	83	17	results	result	NNS
work_zbpzx43flfaifddpftczprcome	83	18	with	with	IN
work_zbpzx43flfaifddpftczprcome	83	19	the	the	DT
work_zbpzx43flfaifddpftczprcome	83	20	original	original	JJ
work_zbpzx43flfaifddpftczprcome	83	21	model	model	NN
work_zbpzx43flfaifddpftczprcome	83	22	.	.	.
work_zbpzx43flfaifddpftczprcome	84	1	Several	several	JJ
work_zbpzx43flfaifddpftczprcome	84	2	works	work	NNS
work_zbpzx43flfaifddpftczprcome	84	3	cover	cover	VBP
work_zbpzx43flfaifddpftczprcome	84	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	84	5	node	node	NN
work_zbpzx43flfaifddpftczprcome	84	6	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	84	7	,	,	,
work_zbpzx43flfaifddpftczprcome	84	8	such	such	JJ
work_zbpzx43flfaifddpftczprcome	84	9	as	as	IN
work_zbpzx43flfaifddpftczprcome	84	10	label	label	NN
work_zbpzx43flfaifddpftczprcome	84	11	and	and	CC
work_zbpzx43flfaifddpftczprcome	84	12	text	text	NN
work_zbpzx43flfaifddpftczprcome	84	13	content	content	NN
work_zbpzx43flfaifddpftczprcome	84	14	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	84	15	see	see	VB
work_zbpzx43flfaifddpftczprcome	84	16	TADW	TADW	NNP
work_zbpzx43flfaifddpftczprcome	84	17	;	;	:
work_zbpzx43flfaifddpftczprcome	84	18	Yang	Yang	NNP
work_zbpzx43flfaifddpftczprcome	84	19	et	et	FW
work_zbpzx43flfaifddpftczprcome	84	20	al	al	NNP
work_zbpzx43flfaifddpftczprcome	84	21	.	.	NNP
work_zbpzx43flfaifddpftczprcome	84	22	,	,	,
work_zbpzx43flfaifddpftczprcome	84	23	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	84	24	,	,	,
work_zbpzx43flfaifddpftczprcome	84	25	LANE	LANE	NNP
work_zbpzx43flfaifddpftczprcome	84	26	;	;	:
work_zbpzx43flfaifddpftczprcome	84	27	Huang	Huang	NNP
work_zbpzx43flfaifddpftczprcome	84	28	,	,	,
work_zbpzx43flfaifddpftczprcome	84	29	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	84	30	&	&	CC
work_zbpzx43flfaifddpftczprcome	84	31	Hu	Hu	NNP
work_zbpzx43flfaifddpftczprcome	84	32	,	,	,
work_zbpzx43flfaifddpftczprcome	84	33	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	84	34	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	84	35	.	.	.
work_zbpzx43flfaifddpftczprcome	85	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	85	2	TriDNR	tridnr	DT
work_zbpzx43flfaifddpftczprcome	85	3	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	85	4	,	,	,
work_zbpzx43flfaifddpftczprcome	85	5	Pan	Pan	NNP
work_zbpzx43flfaifddpftczprcome	85	6	et	et	FW
work_zbpzx43flfaifddpftczprcome	85	7	al	al	NNP
work_zbpzx43flfaifddpftczprcome	85	8	.	.	.
work_zbpzx43flfaifddpftczprcome	86	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	86	2	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	86	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	86	4	proposed	propose	VBD
work_zbpzx43flfaifddpftczprcome	86	5	to	to	TO
work_zbpzx43flfaifddpftczprcome	86	6	separately	separately	RB
work_zbpzx43flfaifddpftczprcome	86	7	learn	learn	VB
work_zbpzx43flfaifddpftczprcome	86	8	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	86	9	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	86	10	from	from	IN
work_zbpzx43flfaifddpftczprcome	86	11	DeepWalk	DeepWalk	NNP
work_zbpzx43flfaifddpftczprcome	86	12	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	86	13	Perozzi	Perozzi	NNP
work_zbpzx43flfaifddpftczprcome	86	14	,	,	,
work_zbpzx43flfaifddpftczprcome	86	15	Al	Al	NNP
work_zbpzx43flfaifddpftczprcome	86	16	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	86	17	Rfou	Rfou	NNP
work_zbpzx43flfaifddpftczprcome	86	18	&	&	CC
work_zbpzx43flfaifddpftczprcome	86	19	Skiena	Skiena	NNP
work_zbpzx43flfaifddpftczprcome	86	20	,	,	,
work_zbpzx43flfaifddpftczprcome	86	21	2014	2014	CD
work_zbpzx43flfaifddpftczprcome	86	22	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	86	23	and	and	CC
work_zbpzx43flfaifddpftczprcome	86	24	content	content	NN
work_zbpzx43flfaifddpftczprcome	86	25	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	86	26	via	via	IN
work_zbpzx43flfaifddpftczprcome	86	27	Doc2Vec	Doc2Vec	NNP
work_zbpzx43flfaifddpftczprcome	86	28	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	86	29	Le	Le	NNP
work_zbpzx43flfaifddpftczprcome	86	30	&	&	CC
work_zbpzx43flfaifddpftczprcome	86	31	Mikolov	Mikolov	NNP
work_zbpzx43flfaifddpftczprcome	86	32	,	,	,
work_zbpzx43flfaifddpftczprcome	86	33	2014	2014	CD
work_zbpzx43flfaifddpftczprcome	86	34	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	86	35	.	.	.
work_zbpzx43flfaifddpftczprcome	87	1	On	on	IN
work_zbpzx43flfaifddpftczprcome	87	2	the	the	DT
work_zbpzx43flfaifddpftczprcome	87	3	contrary	contrary	NN
work_zbpzx43flfaifddpftczprcome	87	4	,	,	,
work_zbpzx43flfaifddpftczprcome	87	5	ASNE	ASNE	NNP
work_zbpzx43flfaifddpftczprcome	87	6	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	87	7	Liao	Liao	NNP
work_zbpzx43flfaifddpftczprcome	87	8	et	et	NNP
work_zbpzx43flfaifddpftczprcome	87	9	al	al	NNP
work_zbpzx43flfaifddpftczprcome	87	10	.	.	NNP
work_zbpzx43flfaifddpftczprcome	87	11	,	,	,
work_zbpzx43flfaifddpftczprcome	87	12	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	87	13	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	87	14	learns	learn	VBZ
work_zbpzx43flfaifddpftczprcome	87	15	combined	combine	VBN
work_zbpzx43flfaifddpftczprcome	87	16	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	87	17	for	for	IN
work_zbpzx43flfaifddpftczprcome	87	18	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	87	19	and	and	CC
work_zbpzx43flfaifddpftczprcome	87	20	node	node	JJ
work_zbpzx43flfaifddpftczprcome	87	21	attribute	attribute	NN
work_zbpzx43flfaifddpftczprcome	87	22	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	87	23	using	use	VBG
work_zbpzx43flfaifddpftczprcome	87	24	end	end	NN
work_zbpzx43flfaifddpftczprcome	87	25	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	87	26	to	to	IN
work_zbpzx43flfaifddpftczprcome	87	27	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	87	28	end	end	NN
work_zbpzx43flfaifddpftczprcome	87	29	neural	neural	JJ
work_zbpzx43flfaifddpftczprcome	87	30	network	network	NN
work_zbpzx43flfaifddpftczprcome	87	31	.	.	.
work_zbpzx43flfaifddpftczprcome	88	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	88	2	focus	focus	VBP
work_zbpzx43flfaifddpftczprcome	88	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	88	4	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	88	5	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	88	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	88	7	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	88	8	engineering	engineering	NN
work_zbpzx43flfaifddpftczprcome	88	9	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	88	10	applied	apply	VBN
work_zbpzx43flfaifddpftczprcome	88	11	to	to	IN
work_zbpzx43flfaifddpftczprcome	88	12	an	an	DT
work_zbpzx43flfaifddpftczprcome	88	13	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	88	14	task	task	NN
work_zbpzx43flfaifddpftczprcome	88	15	on	on	IN
work_zbpzx43flfaifddpftczprcome	88	16	a	a	DT
work_zbpzx43flfaifddpftczprcome	88	17	particular	particular	JJ
work_zbpzx43flfaifddpftczprcome	88	18	network	network	NN
work_zbpzx43flfaifddpftczprcome	88	19	,	,	,
work_zbpzx43flfaifddpftczprcome	88	20	consisting	consist	VBG
work_zbpzx43flfaifddpftczprcome	88	21	of	of	IN
work_zbpzx43flfaifddpftczprcome	88	22	HSE	hse	NN
work_zbpzx43flfaifddpftczprcome	88	23	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	88	24	co	co	VBD
work_zbpzx43flfaifddpftczprcome	88	25	-	-	VBN
work_zbpzx43flfaifddpftczprcome	88	26	authored	author	VBN
work_zbpzx43flfaifddpftczprcome	88	27	at	at	RB
work_zbpzx43flfaifddpftczprcome	88	28	least	least	RBS
work_zbpzx43flfaifddpftczprcome	88	29	one	one	CD
work_zbpzx43flfaifddpftczprcome	88	30	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	88	31	with	with	IN
work_zbpzx43flfaifddpftczprcome	88	32	additional	additional	JJ
work_zbpzx43flfaifddpftczprcome	88	33	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	88	34	representing	represent	VBG
work_zbpzx43flfaifddpftczprcome	88	35	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	88	36	.	.	.
work_zbpzx43flfaifddpftczprcome	89	1	Using	use	VBG
work_zbpzx43flfaifddpftczprcome	89	2	network	network	NN
work_zbpzx43flfaifddpftczprcome	89	3	features	feature	VBZ
work_zbpzx43flfaifddpftczprcome	89	4	only	only	RB
work_zbpzx43flfaifddpftczprcome	89	5	fails	fail	VBZ
work_zbpzx43flfaifddpftczprcome	89	6	to	to	TO
work_zbpzx43flfaifddpftczprcome	89	7	include	include	VB
work_zbpzx43flfaifddpftczprcome	89	8	the	the	DT
work_zbpzx43flfaifddpftczprcome	89	9	information	information	NN
work_zbpzx43flfaifddpftczprcome	89	10	about	about	IN
work_zbpzx43flfaifddpftczprcome	89	11	actors	actor	NNS
work_zbpzx43flfaifddpftczprcome	89	12	obtained	obtain	VBN
work_zbpzx43flfaifddpftczprcome	89	13	from	from	IN
work_zbpzx43flfaifddpftczprcome	89	14	the	the	DT
work_zbpzx43flfaifddpftczprcome	89	15	other	other	JJ
work_zbpzx43flfaifddpftczprcome	89	16	sources	source	NNS
work_zbpzx43flfaifddpftczprcome	89	17	,	,	,
work_zbpzx43flfaifddpftczprcome	89	18	thus	thus	RB
work_zbpzx43flfaifddpftczprcome	89	19	decreasing	decrease	VBG
work_zbpzx43flfaifddpftczprcome	89	20	efficiency	efficiency	NN
work_zbpzx43flfaifddpftczprcome	89	21	of	of	IN
work_zbpzx43flfaifddpftczprcome	89	22	network	network	NN
work_zbpzx43flfaifddpftczprcome	89	23	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	89	24	.	.	.
work_zbpzx43flfaifddpftczprcome	90	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	90	2	aim	aim	VBP
work_zbpzx43flfaifddpftczprcome	90	3	to	to	TO
work_zbpzx43flfaifddpftczprcome	90	4	include	include	VB
work_zbpzx43flfaifddpftczprcome	90	5	information	information	NN
work_zbpzx43flfaifddpftczprcome	90	6	on	on	IN
work_zbpzx43flfaifddpftczprcome	90	7	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	90	8	space	space	NN
work_zbpzx43flfaifddpftczprcome	90	9	of	of	IN
work_zbpzx43flfaifddpftczprcome	90	10	author	author	NN
work_zbpzx43flfaifddpftczprcome	90	11	’s	’s	POS
work_zbpzx43flfaifddpftczprcome	90	12	research	research	NN
work_zbpzx43flfaifddpftczprcome	90	13	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	90	14	using	use	VBG
work_zbpzx43flfaifddpftczprcome	90	15	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	90	16	from	from	IN
work_zbpzx43flfaifddpftczprcome	90	17	the	the	DT
work_zbpzx43flfaifddpftczprcome	90	18	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	90	19	digital	digital	JJ
work_zbpzx43flfaifddpftczprcome	90	20	library	library	NN
work_zbpzx43flfaifddpftczprcome	90	21	containing	contain	VBG
work_zbpzx43flfaifddpftczprcome	90	22	manually	manually	RB
work_zbpzx43flfaifddpftczprcome	90	23	input	input	NN
work_zbpzx43flfaifddpftczprcome	90	24	and	and	CC
work_zbpzx43flfaifddpftczprcome	90	25	automatically	automatically	RB
work_zbpzx43flfaifddpftczprcome	90	26	selected	select	VBN
work_zbpzx43flfaifddpftczprcome	90	27	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	90	28	for	for	IN
work_zbpzx43flfaifddpftczprcome	90	29	each	each	DT
work_zbpzx43flfaifddpftczprcome	90	30	research	research	NN
work_zbpzx43flfaifddpftczprcome	90	31	article	article	NN
work_zbpzx43flfaifddpftczprcome	90	32	.	.	.
work_zbpzx43flfaifddpftczprcome	91	1	Based	base	VBN
work_zbpzx43flfaifddpftczprcome	91	2	on	on	IN
work_zbpzx43flfaifddpftczprcome	91	3	this	this	DT
work_zbpzx43flfaifddpftczprcome	91	4	information	information	NN
work_zbpzx43flfaifddpftczprcome	91	5	,	,	,
work_zbpzx43flfaifddpftczprcome	91	6	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	91	7	constructed	construct	VBD
work_zbpzx43flfaifddpftczprcome	91	8	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	91	9	co	co	NN
work_zbpzx43flfaifddpftczprcome	91	10	-	-	JJ
work_zbpzx43flfaifddpftczprcome	91	11	occurrence	occurrence	JJ
work_zbpzx43flfaifddpftczprcome	91	12	network	network	NN
work_zbpzx43flfaifddpftczprcome	91	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	91	14	consider	consider	VB
work_zbpzx43flfaifddpftczprcome	91	15	its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	91	16	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	91	17	for	for	IN
work_zbpzx43flfaifddpftczprcome	91	18	further	further	RB
work_zbpzx43flfaifddpftczprcome	91	19	generalizing	generalize	VBG
work_zbpzx43flfaifddpftczprcome	91	20	author	author	NN
work_zbpzx43flfaifddpftczprcome	91	21	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	91	22	.	.	.
work_zbpzx43flfaifddpftczprcome	92	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	92	2	et	et	NNP
work_zbpzx43flfaifddpftczprcome	92	3	al	al	NNP
work_zbpzx43flfaifddpftczprcome	92	4	.	.	.
work_zbpzx43flfaifddpftczprcome	93	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	93	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	93	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	93	4	,	,	,
work_zbpzx43flfaifddpftczprcome	93	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	93	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	93	7	.	.	.
work_zbpzx43flfaifddpftczprcome	94	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	94	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	94	3	,	,	,
work_zbpzx43flfaifddpftczprcome	94	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	94	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	94	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	94	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	94	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	94	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	94	10	4/20	4/20	CD
work_zbpzx43flfaifddpftczprcome	94	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	94	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_zbpzx43flfaifddpftczprcome	94	13	DATASET	DATASET	NNP
work_zbpzx43flfaifddpftczprcome	94	14	DESCRIPTION	description	NN
work_zbpzx43flfaifddpftczprcome	94	15	AND	and	CC
work_zbpzx43flfaifddpftczprcome	94	16	PREPROCESSING	preprocessing	NN
work_zbpzx43flfaifddpftczprcome	94	17	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	94	18	use	use	VBP
work_zbpzx43flfaifddpftczprcome	94	19	the	the	DT
work_zbpzx43flfaifddpftczprcome	94	20	NRU	NRU	NNP
work_zbpzx43flfaifddpftczprcome	94	21	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	94	22	portal	portal	NN
work_zbpzx43flfaifddpftczprcome	94	23	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	94	24	National	National	NNP
work_zbpzx43flfaifddpftczprcome	94	25	Research	Research	NNP
work_zbpzx43flfaifddpftczprcome	94	26	University	University	NNP
work_zbpzx43flfaifddpftczprcome	94	27	Higher	Higher	NNP
work_zbpzx43flfaifddpftczprcome	94	28	School	School	NNP
work_zbpzx43flfaifddpftczprcome	94	29	of	of	IN
work_zbpzx43flfaifddpftczprcome	94	30	Economics	Economics	NNP
work_zbpzx43flfaifddpftczprcome	94	31	,	,	,
work_zbpzx43flfaifddpftczprcome	94	32	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	94	33	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	94	34	containing	contain	VBG
work_zbpzx43flfaifddpftczprcome	94	35	information	information	NN
work_zbpzx43flfaifddpftczprcome	94	36	on	on	IN
work_zbpzx43flfaifddpftczprcome	94	37	research	research	NN
work_zbpzx43flfaifddpftczprcome	94	38	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	94	39	co	co	VBD
work_zbpzx43flfaifddpftczprcome	94	40	-	-	VBN
work_zbpzx43flfaifddpftczprcome	94	41	authored	author	VBN
work_zbpzx43flfaifddpftczprcome	94	42	by	by	IN
work_zbpzx43flfaifddpftczprcome	94	43	at	at	RB
work_zbpzx43flfaifddpftczprcome	94	44	least	least	RBS
work_zbpzx43flfaifddpftczprcome	94	45	one	one	CD
work_zbpzx43flfaifddpftczprcome	94	46	HSE	hse	NN
work_zbpzx43flfaifddpftczprcome	94	47	researcher	researcher	NN
work_zbpzx43flfaifddpftczprcome	94	48	,	,	,
work_zbpzx43flfaifddpftczprcome	94	49	which	which	WDT
work_zbpzx43flfaifddpftczprcome	94	50	were	be	VBD
work_zbpzx43flfaifddpftczprcome	94	51	later	later	RB
work_zbpzx43flfaifddpftczprcome	94	52	uploaded	uploaded	JJ
work_zbpzx43flfaifddpftczprcome	94	53	to	to	IN
work_zbpzx43flfaifddpftczprcome	94	54	the	the	DT
work_zbpzx43flfaifddpftczprcome	94	55	portal	portal	NNP
work_zbpzx43flfaifddpftczprcome	94	56	by	by	IN
work_zbpzx43flfaifddpftczprcome	94	57	one	one	CD
work_zbpzx43flfaifddpftczprcome	94	58	of	of	IN
work_zbpzx43flfaifddpftczprcome	94	59	co	co	NNS
work_zbpzx43flfaifddpftczprcome	94	60	-	-	NNS
work_zbpzx43flfaifddpftczprcome	94	61	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	94	62	.	.	.
work_zbpzx43flfaifddpftczprcome	95	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	95	2	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	95	3	database	database	NN
work_zbpzx43flfaifddpftczprcome	95	4	contains	contain	VBZ
work_zbpzx43flfaifddpftczprcome	95	5	information	information	NN
work_zbpzx43flfaifddpftczprcome	95	6	on	on	IN
work_zbpzx43flfaifddpftczprcome	95	7	over	over	IN
work_zbpzx43flfaifddpftczprcome	95	8	7,000	7,000	CD
work_zbpzx43flfaifddpftczprcome	95	9	HSE	hse	NN
work_zbpzx43flfaifddpftczprcome	95	10	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	95	11	published	publish	VBN
work_zbpzx43flfaifddpftczprcome	95	12	over	over	IN
work_zbpzx43flfaifddpftczprcome	95	13	31,000	31,000	CD
work_zbpzx43flfaifddpftczprcome	95	14	research	research	NN
work_zbpzx43flfaifddpftczprcome	95	15	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	95	16	.	.	.
work_zbpzx43flfaifddpftczprcome	96	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	96	2	portal	portal	JJ
work_zbpzx43flfaifddpftczprcome	96	3	site	site	NN
work_zbpzx43flfaifddpftczprcome	96	4	contains	contain	VBZ
work_zbpzx43flfaifddpftczprcome	96	5	web	web	NN
work_zbpzx43flfaifddpftczprcome	96	6	interface	interface	NN
work_zbpzx43flfaifddpftczprcome	96	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	96	8	the	the	DT
work_zbpzx43flfaifddpftczprcome	96	9	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	96	10	to	to	TO
work_zbpzx43flfaifddpftczprcome	96	11	extract	extract	VB
work_zbpzx43flfaifddpftczprcome	96	12	metadata	metadata	NN
work_zbpzx43flfaifddpftczprcome	96	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	96	14	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	96	15	for	for	IN
work_zbpzx43flfaifddpftczprcome	96	16	a	a	DT
work_zbpzx43flfaifddpftczprcome	96	17	given	give	VBN
work_zbpzx43flfaifddpftczprcome	96	18	time	time	NN
work_zbpzx43flfaifddpftczprcome	96	19	period	period	NN
work_zbpzx43flfaifddpftczprcome	96	20	and	and	CC
work_zbpzx43flfaifddpftczprcome	96	21	could	could	MD
work_zbpzx43flfaifddpftczprcome	96	22	be	be	VB
work_zbpzx43flfaifddpftczprcome	96	23	used	use	VBN
work_zbpzx43flfaifddpftczprcome	96	24	by	by	IN
work_zbpzx43flfaifddpftczprcome	96	25	external	external	JJ
work_zbpzx43flfaifddpftczprcome	96	26	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	96	27	.	.	.
work_zbpzx43flfaifddpftczprcome	97	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	97	2	database	database	NN
work_zbpzx43flfaifddpftczprcome	97	3	records	record	NNS
work_zbpzx43flfaifddpftczprcome	97	4	contain	contain	VBP
work_zbpzx43flfaifddpftczprcome	97	5	information	information	NN
work_zbpzx43flfaifddpftczprcome	97	6	on	on	IN
work_zbpzx43flfaifddpftczprcome	97	7	title	title	NN
work_zbpzx43flfaifddpftczprcome	97	8	,	,	,
work_zbpzx43flfaifddpftczprcome	97	9	list	list	NN
work_zbpzx43flfaifddpftczprcome	97	10	of	of	IN
work_zbpzx43flfaifddpftczprcome	97	11	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	97	12	,	,	,
work_zbpzx43flfaifddpftczprcome	97	13	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	97	14	,	,	,
work_zbpzx43flfaifddpftczprcome	97	15	abstract	abstract	JJ
work_zbpzx43flfaifddpftczprcome	97	16	,	,	,
work_zbpzx43flfaifddpftczprcome	97	17	year	year	NN
work_zbpzx43flfaifddpftczprcome	97	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	97	19	place	place	NN
work_zbpzx43flfaifddpftczprcome	97	20	,	,	,
work_zbpzx43flfaifddpftczprcome	97	21	journal	journal	NNP
work_zbpzx43flfaifddpftczprcome	97	22	/	/	SYM
work_zbpzx43flfaifddpftczprcome	97	23	conference	conference	NN
work_zbpzx43flfaifddpftczprcome	97	24	and	and	CC
work_zbpzx43flfaifddpftczprcome	97	25	publishing	publishing	NN
work_zbpzx43flfaifddpftczprcome	97	26	agency	agency	NN
work_zbpzx43flfaifddpftczprcome	97	27	,	,	,
work_zbpzx43flfaifddpftczprcome	97	28	and	and	CC
work_zbpzx43flfaifddpftczprcome	97	29	indexing	indexing	NN
work_zbpzx43flfaifddpftczprcome	97	30	flags	flag	NNS
work_zbpzx43flfaifddpftczprcome	97	31	for	for	IN
work_zbpzx43flfaifddpftczprcome	97	32	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	97	33	,	,	,
work_zbpzx43flfaifddpftczprcome	97	34	Web	Web	NNP
work_zbpzx43flfaifddpftczprcome	97	35	of	of	IN
work_zbpzx43flfaifddpftczprcome	97	36	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	97	37	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	97	38	WoS	wos	NN
work_zbpzx43flfaifddpftczprcome	97	39	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	97	40	Core	Core	NNP
work_zbpzx43flfaifddpftczprcome	97	41	Collection	Collection	NNP
work_zbpzx43flfaifddpftczprcome	97	42	and	and	CC
work_zbpzx43flfaifddpftczprcome	97	43	Russian	Russian	NNP
work_zbpzx43flfaifddpftczprcome	97	44	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	97	45	Citation	Citation	NNP
work_zbpzx43flfaifddpftczprcome	97	46	Index	Index	NNP
work_zbpzx43flfaifddpftczprcome	97	47	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	97	48	RSCI	RSCI	NNP
work_zbpzx43flfaifddpftczprcome	97	49	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	97	50	.	.	.
work_zbpzx43flfaifddpftczprcome	98	1	Unfortunately	unfortunately	RB
work_zbpzx43flfaifddpftczprcome	98	2	,	,	,
work_zbpzx43flfaifddpftczprcome	98	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	98	4	database	database	NN
work_zbpzx43flfaifddpftczprcome	98	5	has	have	VBZ
work_zbpzx43flfaifddpftczprcome	98	6	no	no	DT
work_zbpzx43flfaifddpftczprcome	98	7	interface	interface	NN
work_zbpzx43flfaifddpftczprcome	98	8	for	for	IN
work_zbpzx43flfaifddpftczprcome	98	9	managing	manage	VBG
work_zbpzx43flfaifddpftczprcome	98	10	bibliography	bibliography	NN
work_zbpzx43flfaifddpftczprcome	98	11	databases	database	NNS
work_zbpzx43flfaifddpftczprcome	98	12	and	and	CC
work_zbpzx43flfaifddpftczprcome	98	13	has	have	VBZ
work_zbpzx43flfaifddpftczprcome	98	14	no	no	DT
work_zbpzx43flfaifddpftczprcome	98	15	integration	integration	NN
work_zbpzx43flfaifddpftczprcome	98	16	with	with	IN
work_zbpzx43flfaifddpftczprcome	98	17	synchronizing	synchronizing	NN
work_zbpzx43flfaifddpftczprcome	98	18	of	of	IN
work_zbpzx43flfaifddpftczprcome	98	19	indexing	indexing	NN
work_zbpzx43flfaifddpftczprcome	98	20	digital	digital	JJ
work_zbpzx43flfaifddpftczprcome	98	21	libraries	library	NNS
work_zbpzx43flfaifddpftczprcome	98	22	compared	compare	VBN
work_zbpzx43flfaifddpftczprcome	98	23	to	to	IN
work_zbpzx43flfaifddpftczprcome	98	24	Scholar	Scholar	NNP
work_zbpzx43flfaifddpftczprcome	98	25	Google	Google	NNP
work_zbpzx43flfaifddpftczprcome	98	26	or	or	CC
work_zbpzx43flfaifddpftczprcome	98	27	personal	personal	JJ
work_zbpzx43flfaifddpftczprcome	98	28	researcher	researcher	NN
work_zbpzx43flfaifddpftczprcome	98	29	profile	profile	NN
work_zbpzx43flfaifddpftczprcome	98	30	management	management	NN
work_zbpzx43flfaifddpftczprcome	98	31	services	service	NNS
work_zbpzx43flfaifddpftczprcome	98	32	such	such	JJ
work_zbpzx43flfaifddpftczprcome	98	33	as	as	IN
work_zbpzx43flfaifddpftczprcome	98	34	ResearcherID	ResearcherID	NNP
work_zbpzx43flfaifddpftczprcome	98	35	or	or	CC
work_zbpzx43flfaifddpftczprcome	98	36	Orcid	Orcid	NNP
work_zbpzx43flfaifddpftczprcome	98	37	.	.	.
work_zbpzx43flfaifddpftczprcome	99	1	As	as	IN
work_zbpzx43flfaifddpftczprcome	99	2	a	a	DT
work_zbpzx43flfaifddpftczprcome	99	3	consequence	consequence	NN
work_zbpzx43flfaifddpftczprcome	99	4	,	,	,
work_zbpzx43flfaifddpftczprcome	99	5	a	a	DT
work_zbpzx43flfaifddpftczprcome	99	6	large	large	JJ
work_zbpzx43flfaifddpftczprcome	99	7	amount	amount	NN
work_zbpzx43flfaifddpftczprcome	99	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	99	9	noisy	noisy	JJ
work_zbpzx43flfaifddpftczprcome	99	10	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	99	11	occurs	occur	VBZ
work_zbpzx43flfaifddpftczprcome	99	12	due	due	JJ
work_zbpzx43flfaifddpftczprcome	99	13	to	to	IN
work_zbpzx43flfaifddpftczprcome	99	14	such	such	JJ
work_zbpzx43flfaifddpftczprcome	99	15	problems	problem	NNS
work_zbpzx43flfaifddpftczprcome	99	16	as	as	IN
work_zbpzx43flfaifddpftczprcome	99	17	author	author	NN
work_zbpzx43flfaifddpftczprcome	99	18	name	name	NN
work_zbpzx43flfaifddpftczprcome	99	19	ambiguity	ambiguity	NNP
work_zbpzx43flfaifddpftczprcome	99	20	or	or	CC
work_zbpzx43flfaifddpftczprcome	99	21	incorrect	incorrect	JJ
work_zbpzx43flfaifddpftczprcome	99	22	/	/	SYM
work_zbpzx43flfaifddpftczprcome	99	23	incomplete	incomplete	JJ
work_zbpzx43flfaifddpftczprcome	99	24	information	information	NN
work_zbpzx43flfaifddpftczprcome	99	25	on	on	IN
work_zbpzx43flfaifddpftczprcome	99	26	the	the	DT
work_zbpzx43flfaifddpftczprcome	99	27	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	99	28	.	.	.
work_zbpzx43flfaifddpftczprcome	100	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	100	2	order	order	NN
work_zbpzx43flfaifddpftczprcome	100	3	to	to	TO
work_zbpzx43flfaifddpftczprcome	100	4	resolve	resolve	VB
work_zbpzx43flfaifddpftczprcome	100	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	100	6	ambiguity	ambiguity	NN
work_zbpzx43flfaifddpftczprcome	100	7	,	,	,
work_zbpzx43flfaifddpftczprcome	100	8	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	100	9	considered	consider	VBD
work_zbpzx43flfaifddpftczprcome	100	10	standard	standard	JJ
work_zbpzx43flfaifddpftczprcome	100	11	disambiguation	disambiguation	NN
work_zbpzx43flfaifddpftczprcome	100	12	approaches	approach	NNS
work_zbpzx43flfaifddpftczprcome	100	13	for	for	IN
work_zbpzx43flfaifddpftczprcome	100	14	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	100	15	necessity	necessity	NN
work_zbpzx43flfaifddpftczprcome	100	16	to	to	TO
work_zbpzx43flfaifddpftczprcome	100	17	merge	merge	VB
work_zbpzx43flfaifddpftczprcome	100	18	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	100	19	.	.	.
work_zbpzx43flfaifddpftczprcome	101	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	101	2	used	use	VBD
work_zbpzx43flfaifddpftczprcome	101	3	Levenshtein	Levenshtein	NNP
work_zbpzx43flfaifddpftczprcome	101	4	distance	distance	NN
work_zbpzx43flfaifddpftczprcome	101	5	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	101	6	useful	useful	JJ
work_zbpzx43flfaifddpftczprcome	101	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	101	8	records	record	NNS
work_zbpzx43flfaifddpftczprcome	101	9	with	with	IN
work_zbpzx43flfaifddpftczprcome	101	10	one	one	CD
work_zbpzx43flfaifddpftczprcome	101	11	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	101	12	two	two	CD
work_zbpzx43flfaifddpftczprcome	101	13	error	error	NN
work_zbpzx43flfaifddpftczprcome	101	14	letters	letter	NNS
work_zbpzx43flfaifddpftczprcome	101	15	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	101	16	for	for	IN
work_zbpzx43flfaifddpftczprcome	101	17	abbreviated	abbreviate	VBN
work_zbpzx43flfaifddpftczprcome	101	18	author	author	NN
work_zbpzx43flfaifddpftczprcome	101	19	last	last	JJ
work_zbpzx43flfaifddpftczprcome	101	20	and	and	CC
work_zbpzx43flfaifddpftczprcome	101	21	first	first	JJ
work_zbpzx43flfaifddpftczprcome	101	22	names	name	NNS
work_zbpzx43flfaifddpftczprcome	101	23	and	and	CC
work_zbpzx43flfaifddpftczprcome	101	24	then	then	RB
work_zbpzx43flfaifddpftczprcome	101	25	validated	validate	VBN
work_zbpzx43flfaifddpftczprcome	101	26	by	by	IN
work_zbpzx43flfaifddpftczprcome	101	27	two	two	CD
work_zbpzx43flfaifddpftczprcome	101	28	thresholds	threshold	NNS
work_zbpzx43flfaifddpftczprcome	101	29	whether	whether	IN
work_zbpzx43flfaifddpftczprcome	101	30	to	to	TO
work_zbpzx43flfaifddpftczprcome	101	31	merge	merge	VB
work_zbpzx43flfaifddpftczprcome	101	32	two	two	CD
work_zbpzx43flfaifddpftczprcome	101	33	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	101	34	with	with	IN
work_zbpzx43flfaifddpftczprcome	101	35	the	the	DT
work_zbpzx43flfaifddpftczprcome	101	36	same	same	JJ
work_zbpzx43flfaifddpftczprcome	101	37	abbreviation	abbreviation	NN
work_zbpzx43flfaifddpftczprcome	101	38	in	in	IN
work_zbpzx43flfaifddpftczprcome	101	39	the	the	DT
work_zbpzx43flfaifddpftczprcome	101	40	database	database	NN
work_zbpzx43flfaifddpftczprcome	101	41	based	base	VBN
work_zbpzx43flfaifddpftczprcome	101	42	on	on	IN
work_zbpzx43flfaifddpftczprcome	101	43	cosine	cosine	NN
work_zbpzx43flfaifddpftczprcome	101	44	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	101	45	and	and	CC
work_zbpzx43flfaifddpftczprcome	101	46	common	common	JJ
work_zbpzx43flfaifddpftczprcome	101	47	neighbors	neighbor	NNS
work_zbpzx43flfaifddpftczprcome	101	48	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	101	49	.	.	.
work_zbpzx43flfaifddpftczprcome	102	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	102	2	threshold	threshold	NN
work_zbpzx43flfaifddpftczprcome	102	3	values	value	NNS
work_zbpzx43flfaifddpftczprcome	102	4	have	have	VBP
work_zbpzx43flfaifddpftczprcome	102	5	been	be	VBN
work_zbpzx43flfaifddpftczprcome	102	6	found	find	VBN
work_zbpzx43flfaifddpftczprcome	102	7	manually	manually	RB
work_zbpzx43flfaifddpftczprcome	102	8	via	via	IN
work_zbpzx43flfaifddpftczprcome	102	9	validation	validation	NN
work_zbpzx43flfaifddpftczprcome	102	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	102	11	small	small	JJ
work_zbpzx43flfaifddpftczprcome	102	12	labeled	label	VBN
work_zbpzx43flfaifddpftczprcome	102	13	set	set	NN
work_zbpzx43flfaifddpftczprcome	102	14	of	of	IN
work_zbpzx43flfaifddpftczprcome	102	15	ambiguous	ambiguous	JJ
work_zbpzx43flfaifddpftczprcome	102	16	records	record	NNS
work_zbpzx43flfaifddpftczprcome	102	17	.	.	.
work_zbpzx43flfaifddpftczprcome	103	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	103	2	number	number	NN
work_zbpzx43flfaifddpftczprcome	103	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	103	4	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	103	5	with	with	IN
work_zbpzx43flfaifddpftczprcome	103	6	ambiguous	ambiguous	JJ
work_zbpzx43flfaifddpftczprcome	103	7	writing	writing	NN
work_zbpzx43flfaifddpftczprcome	103	8	does	do	VBZ
work_zbpzx43flfaifddpftczprcome	103	9	not	not	RB
work_zbpzx43flfaifddpftczprcome	103	10	exceed	exceed	VB
work_zbpzx43flfaifddpftczprcome	103	11	2	2	CD
work_zbpzx43flfaifddpftczprcome	103	12	%	%	NN
work_zbpzx43flfaifddpftczprcome	103	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	103	14	the	the	DT
work_zbpzx43flfaifddpftczprcome	103	15	whole	whole	JJ
work_zbpzx43flfaifddpftczprcome	103	16	database	database	NN
work_zbpzx43flfaifddpftczprcome	103	17	.	.	.
work_zbpzx43flfaifddpftczprcome	104	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	104	2	have	have	VBP
work_zbpzx43flfaifddpftczprcome	104	3	also	also	RB
work_zbpzx43flfaifddpftczprcome	104	4	removed	remove	VBN
work_zbpzx43flfaifddpftczprcome	104	5	all	all	DT
work_zbpzx43flfaifddpftczprcome	104	6	non	non	JJ
work_zbpzx43flfaifddpftczprcome	104	7	-	-	JJ
work_zbpzx43flfaifddpftczprcome	104	8	HSE	hse	JJ
work_zbpzx43flfaifddpftczprcome	104	9	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	104	10	due	due	JJ
work_zbpzx43flfaifddpftczprcome	104	11	to	to	IN
work_zbpzx43flfaifddpftczprcome	104	12	lack	lack	NN
work_zbpzx43flfaifddpftczprcome	104	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	104	14	information	information	NN
work_zbpzx43flfaifddpftczprcome	104	15	on	on	IN
work_zbpzx43flfaifddpftczprcome	104	16	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	104	17	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	104	18	in	in	IN
work_zbpzx43flfaifddpftczprcome	104	19	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	104	20	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	104	21	.	.	.
work_zbpzx43flfaifddpftczprcome	105	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	105	2	also	also	RB
work_zbpzx43flfaifddpftczprcome	105	3	retrieved	retrieve	VBD
work_zbpzx43flfaifddpftczprcome	105	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	105	5	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	105	6	database	database	NN
work_zbpzx43flfaifddpftczprcome	105	7	of	of	IN
work_zbpzx43flfaifddpftczprcome	105	8	research	research	NN
work_zbpzx43flfaifddpftczprcome	105	9	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	105	10	co	co	VBD
work_zbpzx43flfaifddpftczprcome	105	11	-	-	VBN
work_zbpzx43flfaifddpftczprcome	105	12	authored	author	VBN
work_zbpzx43flfaifddpftczprcome	105	13	by	by	IN
work_zbpzx43flfaifddpftczprcome	105	14	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	105	15	from	from	IN
work_zbpzx43flfaifddpftczprcome	105	16	NRU	NRU	NNP
work_zbpzx43flfaifddpftczprcome	105	17	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	105	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	105	19	indexed	index	VBN
work_zbpzx43flfaifddpftczprcome	105	20	by	by	IN
work_zbpzx43flfaifddpftczprcome	105	21	Elsevier	Elsevier	NNP
work_zbpzx43flfaifddpftczprcome	105	22	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	105	23	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	105	24	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	105	25	.	.	.
work_zbpzx43flfaifddpftczprcome	106	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	106	2	database	database	NN
work_zbpzx43flfaifddpftczprcome	106	3	contains	contain	VBZ
work_zbpzx43flfaifddpftczprcome	106	4	information	information	NN
work_zbpzx43flfaifddpftczprcome	106	5	on	on	IN
work_zbpzx43flfaifddpftczprcome	106	6	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	106	7	author	author	NN
work_zbpzx43flfaifddpftczprcome	106	8	list	list	NN
work_zbpzx43flfaifddpftczprcome	106	9	,	,	,
work_zbpzx43flfaifddpftczprcome	106	10	document	document	NN
work_zbpzx43flfaifddpftczprcome	106	11	title	title	NN
work_zbpzx43flfaifddpftczprcome	106	12	,	,	,
work_zbpzx43flfaifddpftczprcome	106	13	year	year	NN
work_zbpzx43flfaifddpftczprcome	106	14	,	,	,
work_zbpzx43flfaifddpftczprcome	106	15	source	source	NN
work_zbpzx43flfaifddpftczprcome	106	16	title	title	NN
work_zbpzx43flfaifddpftczprcome	106	17	,	,	,
work_zbpzx43flfaifddpftczprcome	106	18	volume	volume	NN
work_zbpzx43flfaifddpftczprcome	106	19	,	,	,
work_zbpzx43flfaifddpftczprcome	106	20	issue	issue	NN
work_zbpzx43flfaifddpftczprcome	106	21	,	,	,
work_zbpzx43flfaifddpftczprcome	106	22	pages	page	NNS
work_zbpzx43flfaifddpftczprcome	106	23	,	,	,
work_zbpzx43flfaifddpftczprcome	106	24	source	source	NN
work_zbpzx43flfaifddpftczprcome	106	25	and	and	CC
work_zbpzx43flfaifddpftczprcome	106	26	document	document	NN
work_zbpzx43flfaifddpftczprcome	106	27	type	type	NN
work_zbpzx43flfaifddpftczprcome	106	28	,	,	,
work_zbpzx43flfaifddpftczprcome	106	29	DOI	doi	NN
work_zbpzx43flfaifddpftczprcome	106	30	,	,	,
work_zbpzx43flfaifddpftczprcome	106	31	author	author	NN
work_zbpzx43flfaifddpftczprcome	106	32	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	106	33	,	,	,
work_zbpzx43flfaifddpftczprcome	106	34	index	index	NN
work_zbpzx43flfaifddpftczprcome	106	35	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	106	36	.	.	.
work_zbpzx43flfaifddpftczprcome	107	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	107	2	also	also	RB
work_zbpzx43flfaifddpftczprcome	107	3	added	add	VBD
work_zbpzx43flfaifddpftczprcome	107	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	107	5	information	information	NN
work_zbpzx43flfaifddpftczprcome	107	6	on	on	IN
work_zbpzx43flfaifddpftczprcome	107	7	research	research	NN
work_zbpzx43flfaifddpftczprcome	107	8	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	107	9	based	base	VBN
work_zbpzx43flfaifddpftczprcome	107	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	107	11	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	107	12	subject	subject	JJ
work_zbpzx43flfaifddpftczprcome	107	13	categories	category	NNS
work_zbpzx43flfaifddpftczprcome	107	14	for	for	IN
work_zbpzx43flfaifddpftczprcome	107	15	the	the	DT
work_zbpzx43flfaifddpftczprcome	107	16	journals	journal	NNS
work_zbpzx43flfaifddpftczprcome	107	17	,	,	,
work_zbpzx43flfaifddpftczprcome	107	18	in	in	IN
work_zbpzx43flfaifddpftczprcome	107	19	which	which	WDT
work_zbpzx43flfaifddpftczprcome	107	20	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	107	21	have	have	VBP
work_zbpzx43flfaifddpftczprcome	107	22	published	publish	VBN
work_zbpzx43flfaifddpftczprcome	107	23	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	107	24	articles	article	NNS
work_zbpzx43flfaifddpftczprcome	107	25	.	.	.
work_zbpzx43flfaifddpftczprcome	108	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	108	2	manually	manually	RB
work_zbpzx43flfaifddpftczprcome	108	3	inputted	inputte	VBD
work_zbpzx43flfaifddpftczprcome	108	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	108	5	research	research	NN
work_zbpzx43flfaifddpftczprcome	108	6	interest	interest	NN
work_zbpzx43flfaifddpftczprcome	108	7	list	list	NN
work_zbpzx43flfaifddpftczprcome	108	8	according	accord	VBG
work_zbpzx43flfaifddpftczprcome	108	9	to	to	IN
work_zbpzx43flfaifddpftczprcome	108	10	RSCI	RSCI	NNP
work_zbpzx43flfaifddpftczprcome	108	11	categorization	categorization	NN
work_zbpzx43flfaifddpftczprcome	108	12	in	in	IN
work_zbpzx43flfaifddpftczprcome	108	13	order	order	NN
work_zbpzx43flfaifddpftczprcome	108	14	to	to	TO
work_zbpzx43flfaifddpftczprcome	108	15	fill	fill	VB
work_zbpzx43flfaifddpftczprcome	108	16	the	the	DT
work_zbpzx43flfaifddpftczprcome	108	17	lack	lack	NN
work_zbpzx43flfaifddpftczprcome	108	18	of	of	IN
work_zbpzx43flfaifddpftczprcome	108	19	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	108	20	and	and	CC
work_zbpzx43flfaifddpftczprcome	108	21	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	108	22	for	for	IN
work_zbpzx43flfaifddpftczprcome	108	23	the	the	DT
work_zbpzx43flfaifddpftczprcome	108	24	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	108	25	.	.	.
work_zbpzx43flfaifddpftczprcome	109	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	109	2	then	then	RB
work_zbpzx43flfaifddpftczprcome	109	3	stated	state	VBD
work_zbpzx43flfaifddpftczprcome	109	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	109	5	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	109	6	of	of	IN
work_zbpzx43flfaifddpftczprcome	109	7	indexing	indexing	NN
work_zbpzx43flfaifddpftczprcome	109	8	author	author	NN
work_zbpzx43flfaifddpftczprcome	109	9	research	research	NN
work_zbpzx43flfaifddpftczprcome	109	10	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	109	11	in	in	IN
work_zbpzx43flfaifddpftczprcome	109	12	terms	term	NNS
work_zbpzx43flfaifddpftczprcome	109	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	109	14	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	109	15	attached	attach	VBN
work_zbpzx43flfaifddpftczprcome	109	16	to	to	IN
work_zbpzx43flfaifddpftczprcome	109	17	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	109	18	description	description	NN
work_zbpzx43flfaifddpftczprcome	109	19	in	in	IN
work_zbpzx43flfaifddpftczprcome	109	20	both	both	DT
work_zbpzx43flfaifddpftczprcome	109	21	databases	database	NNS
work_zbpzx43flfaifddpftczprcome	109	22	,	,	,
work_zbpzx43flfaifddpftczprcome	109	23	and	and	CC
work_zbpzx43flfaifddpftczprcome	109	24	retrieved	retrieve	VBN
work_zbpzx43flfaifddpftczprcome	109	25	from	from	IN
work_zbpzx43flfaifddpftczprcome	109	26	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	109	27	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	109	28	using	use	VBG
work_zbpzx43flfaifddpftczprcome	109	29	the	the	DT
work_zbpzx43flfaifddpftczprcome	109	30	BigARTM	BigARTM	NNP
work_zbpzx43flfaifddpftczprcome	109	31	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	109	32	Vorontsov	Vorontsov	NNP
work_zbpzx43flfaifddpftczprcome	109	33	et	et	NNP
work_zbpzx43flfaifddpftczprcome	109	34	al	al	NNP
work_zbpzx43flfaifddpftczprcome	109	35	.	.	NNP
work_zbpzx43flfaifddpftczprcome	109	36	,	,	,
work_zbpzx43flfaifddpftczprcome	109	37	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	109	38	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	109	39	topic	topic	NN
work_zbpzx43flfaifddpftczprcome	109	40	modeling	modeling	NN
work_zbpzx43flfaifddpftczprcome	109	41	framework	framework	NN
work_zbpzx43flfaifddpftczprcome	109	42	.	.	.
work_zbpzx43flfaifddpftczprcome	110	1	For	for	IN
work_zbpzx43flfaifddpftczprcome	110	2	the	the	DT
work_zbpzx43flfaifddpftczprcome	110	3	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	110	4	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	110	5	,	,	,
work_zbpzx43flfaifddpftczprcome	110	6	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	110	7	use	use	VBP
work_zbpzx43flfaifddpftczprcome	110	8	automatically	automatically	RB
work_zbpzx43flfaifddpftczprcome	110	9	chosen	choose	VBN
work_zbpzx43flfaifddpftczprcome	110	10	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	110	11	previously	previously	RB
work_zbpzx43flfaifddpftczprcome	110	12	prepared	prepare	VBN
work_zbpzx43flfaifddpftczprcome	110	13	by	by	IN
work_zbpzx43flfaifddpftczprcome	110	14	the	the	DT
work_zbpzx43flfaifddpftczprcome	110	15	service	service	NN
work_zbpzx43flfaifddpftczprcome	110	16	together	together	RB
work_zbpzx43flfaifddpftczprcome	110	17	with	with	IN
work_zbpzx43flfaifddpftczprcome	110	18	manually	manually	RB
work_zbpzx43flfaifddpftczprcome	110	19	input	input	NN
work_zbpzx43flfaifddpftczprcome	110	20	by	by	IN
work_zbpzx43flfaifddpftczprcome	110	21	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	110	22	list	list	NN
work_zbpzx43flfaifddpftczprcome	110	23	of	of	IN
work_zbpzx43flfaifddpftczprcome	110	24	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	110	25	.	.	.
work_zbpzx43flfaifddpftczprcome	111	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	111	2	also	also	RB
work_zbpzx43flfaifddpftczprcome	111	3	uses	use	VBZ
work_zbpzx43flfaifddpftczprcome	111	4	additional	additional	JJ
work_zbpzx43flfaifddpftczprcome	111	5	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	111	6	written	write	VBN
work_zbpzx43flfaifddpftczprcome	111	7	in	in	IN
work_zbpzx43flfaifddpftczprcome	111	8	terms	term	NNS
work_zbpzx43flfaifddpftczprcome	111	9	of	of	IN
work_zbpzx43flfaifddpftczprcome	111	10	subject	subject	JJ
work_zbpzx43flfaifddpftczprcome	111	11	categories	category	NNS
work_zbpzx43flfaifddpftczprcome	111	12	of	of	IN
work_zbpzx43flfaifddpftczprcome	111	13	journals	journal	NNS
work_zbpzx43flfaifddpftczprcome	111	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	111	15	proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	111	16	according	accord	VBG
work_zbpzx43flfaifddpftczprcome	111	17	to	to	IN
work_zbpzx43flfaifddpftczprcome	111	18	the	the	DT
work_zbpzx43flfaifddpftczprcome	111	19	indexing	indexing	NN
work_zbpzx43flfaifddpftczprcome	111	20	in	in	IN
work_zbpzx43flfaifddpftczprcome	111	21	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	111	22	and	and	CC
work_zbpzx43flfaifddpftczprcome	111	23	WoS	WoS	NNP
work_zbpzx43flfaifddpftczprcome	111	24	research	research	NN
work_zbpzx43flfaifddpftczprcome	111	25	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	111	26	libraries	library	NNS
work_zbpzx43flfaifddpftczprcome	111	27	.	.	.
work_zbpzx43flfaifddpftczprcome	112	1	These	these	DT
work_zbpzx43flfaifddpftczprcome	112	2	two	two	CD
work_zbpzx43flfaifddpftczprcome	112	3	datasets	dataset	NNS
work_zbpzx43flfaifddpftczprcome	112	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	112	5	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	112	6	,	,	,
work_zbpzx43flfaifddpftczprcome	112	7	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	112	8	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	112	9	have	have	VBP
work_zbpzx43flfaifddpftczprcome	112	10	common	common	JJ
work_zbpzx43flfaifddpftczprcome	112	11	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	112	12	;	;	:
work_zbpzx43flfaifddpftczprcome	112	13	however	however	RB
work_zbpzx43flfaifddpftczprcome	112	14	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	112	15	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	112	16	contains	contain	VBZ
work_zbpzx43flfaifddpftczprcome	112	17	many	many	JJ
work_zbpzx43flfaifddpftczprcome	112	18	noisy	noisy	JJ
work_zbpzx43flfaifddpftczprcome	112	19	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	112	20	and	and	CC
work_zbpzx43flfaifddpftczprcome	112	21	,	,	,
work_zbpzx43flfaifddpftczprcome	112	22	unfortunately	unfortunately	RB
work_zbpzx43flfaifddpftczprcome	112	23	,	,	,
work_zbpzx43flfaifddpftczprcome	112	24	low	low	JJ
work_zbpzx43flfaifddpftczprcome	112	25	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	112	26	level	level	NN
work_zbpzx43flfaifddpftczprcome	112	27	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	112	28	not	not	RB
work_zbpzx43flfaifddpftczprcome	112	29	indexed	index	VBN
work_zbpzx43flfaifddpftczprcome	112	30	outside	outside	IN
work_zbpzx43flfaifddpftczprcome	112	31	RSCI	RSCI	NNP
work_zbpzx43flfaifddpftczprcome	112	32	,	,	,
work_zbpzx43flfaifddpftczprcome	112	33	while	while	IN
work_zbpzx43flfaifddpftczprcome	112	34	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	112	35	contains	contain	VBZ
work_zbpzx43flfaifddpftczprcome	112	36	precise	precise	JJ
work_zbpzx43flfaifddpftczprcome	112	37	information	information	NN
work_zbpzx43flfaifddpftczprcome	112	38	on	on	IN
work_zbpzx43flfaifddpftczprcome	112	39	25	25	CD
work_zbpzx43flfaifddpftczprcome	112	40	%	%	NN
work_zbpzx43flfaifddpftczprcome	112	41	number	number	NN
work_zbpzx43flfaifddpftczprcome	112	42	of	of	IN
work_zbpzx43flfaifddpftczprcome	112	43	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	112	44	and	and	CC
work_zbpzx43flfaifddpftczprcome	112	45	exact	exact	JJ
work_zbpzx43flfaifddpftczprcome	112	46	research	research	NN
work_zbpzx43flfaifddpftczprcome	112	47	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	112	48	et	et	NNP
work_zbpzx43flfaifddpftczprcome	112	49	al	al	NNP
work_zbpzx43flfaifddpftczprcome	112	50	.	.	.
work_zbpzx43flfaifddpftczprcome	113	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	113	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	113	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	113	4	,	,	,
work_zbpzx43flfaifddpftczprcome	113	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	113	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	113	7	.	.	.
work_zbpzx43flfaifddpftczprcome	114	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	114	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	114	3	,	,	,
work_zbpzx43flfaifddpftczprcome	114	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	114	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	114	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	114	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	114	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	114	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	114	10	5/20	5/20	CD
work_zbpzx43flfaifddpftczprcome	114	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	114	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_zbpzx43flfaifddpftczprcome	114	13	interest	interest	NN
work_zbpzx43flfaifddpftczprcome	114	14	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	114	15	while	while	IN
work_zbpzx43flfaifddpftczprcome	114	16	lacking	lack	VBG
work_zbpzx43flfaifddpftczprcome	114	17	weak	weak	JJ
work_zbpzx43flfaifddpftczprcome	114	18	connections	connection	NNS
work_zbpzx43flfaifddpftczprcome	114	19	on	on	IN
work_zbpzx43flfaifddpftczprcome	114	20	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	114	21	written	write	VBN
work_zbpzx43flfaifddpftczprcome	114	22	only	only	RB
work_zbpzx43flfaifddpftczprcome	114	23	poor-	poor-	VBD
work_zbpzx43flfaifddpftczprcome	114	24	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	114	25	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	114	26	.	.	.
work_zbpzx43flfaifddpftczprcome	115	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	115	2	visualized	visualize	VBD
work_zbpzx43flfaifddpftczprcome	115	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	115	4	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	115	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	115	6	with	with	IN
work_zbpzx43flfaifddpftczprcome	115	7	author	author	NN
work_zbpzx43flfaifddpftczprcome	115	8	names	name	NNS
work_zbpzx43flfaifddpftczprcome	115	9	as	as	IN
work_zbpzx43flfaifddpftczprcome	115	10	node	node	NN
work_zbpzx43flfaifddpftczprcome	115	11	labels	label	NNS
work_zbpzx43flfaifddpftczprcome	115	12	shown	show	VBN
work_zbpzx43flfaifddpftczprcome	115	13	in	in	IN
work_zbpzx43flfaifddpftczprcome	115	14	the	the	DT
work_zbpzx43flfaifddpftczprcome	115	15	Fig	Fig	NNP
work_zbpzx43flfaifddpftczprcome	115	16	.	.	.
work_zbpzx43flfaifddpftczprcome	116	1	1	1	CD
work_zbpzx43flfaifddpftczprcome	116	2	while	while	IN
work_zbpzx43flfaifddpftczprcome	116	3	visualizing	visualize	VBG
work_zbpzx43flfaifddpftczprcome	116	4	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	116	5	width	width	NN
work_zbpzx43flfaifddpftczprcome	116	6	as	as	IN
work_zbpzx43flfaifddpftczprcome	116	7	the	the	DT
work_zbpzx43flfaifddpftczprcome	116	8	cumulative	cumulative	JJ
work_zbpzx43flfaifddpftczprcome	116	9	quantity	quantity	NN
work_zbpzx43flfaifddpftczprcome	116	10	of	of	IN
work_zbpzx43flfaifddpftczprcome	116	11	joint	joint	JJ
work_zbpzx43flfaifddpftczprcome	116	12	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	116	13	based	base	VBN
work_zbpzx43flfaifddpftczprcome	116	14	on	on	IN
work_zbpzx43flfaifddpftczprcome	116	15	the	the	DT
work_zbpzx43flfaifddpftczprcome	116	16	Figure	figure	NN
work_zbpzx43flfaifddpftczprcome	116	17	1	1	CD
work_zbpzx43flfaifddpftczprcome	116	18	Visualization	visualization	NN
work_zbpzx43flfaifddpftczprcome	116	19	of	of	IN
work_zbpzx43flfaifddpftczprcome	116	20	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	116	21	co	co	NN
work_zbpzx43flfaifddpftczprcome	116	22	-	-	JJ
work_zbpzx43flfaifddpftczprcome	116	23	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	116	24	network	network	NN
work_zbpzx43flfaifddpftczprcome	116	25	.	.	.
work_zbpzx43flfaifddpftczprcome	117	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	117	2	plot	plot	VBP
work_zbpzx43flfaifddpftczprcome	117	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	117	4	whole	whole	JJ
work_zbpzx43flfaifddpftczprcome	117	5	HSE	hse	NN
work_zbpzx43flfaifddpftczprcome	117	6	co	co	NN
work_zbpzx43flfaifddpftczprcome	117	7	-	-	JJ
work_zbpzx43flfaifddpftczprcome	117	8	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	117	9	network	network	NN
work_zbpzx43flfaifddpftczprcome	117	10	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	117	11	A	a	NN
work_zbpzx43flfaifddpftczprcome	117	12	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	117	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	117	14	its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	117	15	subgraphs	subgraph	NNS
work_zbpzx43flfaifddpftczprcome	117	16	induced	induce	VBN
work_zbpzx43flfaifddpftczprcome	117	17	by	by	IN
work_zbpzx43flfaifddpftczprcome	117	18	local	local	JJ
work_zbpzx43flfaifddpftczprcome	117	19	proximities	proximity	NNS
work_zbpzx43flfaifddpftczprcome	117	20	around	around	IN
work_zbpzx43flfaifddpftczprcome	117	21	influential	influential	JJ
work_zbpzx43flfaifddpftczprcome	117	22	persons	person	NNS
work_zbpzx43flfaifddpftczprcome	117	23	from	from	IN
work_zbpzx43flfaifddpftczprcome	117	24	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	117	25	university	university	NN
work_zbpzx43flfaifddpftczprcome	117	26	such	such	JJ
work_zbpzx43flfaifddpftczprcome	117	27	as	as	IN
work_zbpzx43flfaifddpftczprcome	117	28	rector	rector	NN
work_zbpzx43flfaifddpftczprcome	117	29	Kuzminov	Kuzminov	NNP
work_zbpzx43flfaifddpftczprcome	117	30	Y.I.	Y.I.	NNP
work_zbpzx43flfaifddpftczprcome	118	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	118	2	B	b	NN
work_zbpzx43flfaifddpftczprcome	118	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	118	4	,	,	,
work_zbpzx43flfaifddpftczprcome	118	5	first	first	JJ
work_zbpzx43flfaifddpftczprcome	118	6	vice	vice	NN
work_zbpzx43flfaifddpftczprcome	118	7	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	118	8	rector	rector	NN
work_zbpzx43flfaifddpftczprcome	118	9	responsible	responsible	JJ
work_zbpzx43flfaifddpftczprcome	118	10	for	for	IN
work_zbpzx43flfaifddpftczprcome	118	11	science	science	NN
work_zbpzx43flfaifddpftczprcome	118	12	Gokhberg	Gokhberg	NNP
work_zbpzx43flfaifddpftczprcome	118	13	L.M.	L.M.	NNP
work_zbpzx43flfaifddpftczprcome	119	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	119	2	C	C	NNP
work_zbpzx43flfaifddpftczprcome	119	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	119	4	,	,	,
work_zbpzx43flfaifddpftczprcome	119	5	and	and	CC
work_zbpzx43flfaifddpftczprcome	119	6	university	university	NN
work_zbpzx43flfaifddpftczprcome	119	7	research	research	NN
work_zbpzx43flfaifddpftczprcome	119	8	supervisor	supervisor	NN
work_zbpzx43flfaifddpftczprcome	119	9	Yasin	Yasin	NNP
work_zbpzx43flfaifddpftczprcome	119	10	E.G.	E.G.	NNP
work_zbpzx43flfaifddpftczprcome	120	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	120	2	D	d	NN
work_zbpzx43flfaifddpftczprcome	120	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	120	4	.	.	.
work_zbpzx43flfaifddpftczprcome	121	1	Full	full	JJ
work_zbpzx43flfaifddpftczprcome	121	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	121	3	size	size	NN
work_zbpzx43flfaifddpftczprcome	121	4	DOI	doi	NN
work_zbpzx43flfaifddpftczprcome	121	5	:	:	:
work_zbpzx43flfaifddpftczprcome	121	6	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	121	7	/	/	SYM
work_zbpzx43flfaifddpftczprcome	121	8	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	121	9	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	121	10	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	121	11	/	/	SYM
work_zbpzx43flfaifddpftczprcome	121	12	fig-1	fig-1	NNP
work_zbpzx43flfaifddpftczprcome	121	13	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	121	14	et	et	NNP
work_zbpzx43flfaifddpftczprcome	121	15	al	al	NNP
work_zbpzx43flfaifddpftczprcome	121	16	.	.	.
work_zbpzx43flfaifddpftczprcome	122	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	122	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	122	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	122	4	,	,	,
work_zbpzx43flfaifddpftczprcome	122	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	122	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	122	7	.	.	.
work_zbpzx43flfaifddpftczprcome	123	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	123	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	123	3	,	,	,
work_zbpzx43flfaifddpftczprcome	123	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	123	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	123	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	123	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	123	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	123	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	123	10	6/20	6/20	CD
work_zbpzx43flfaifddpftczprcome	123	11	http://dx.doi.org/10.7717/peerj-cs.172/fig-1	http://dx.doi.org/10.7717/peerj-cs.172/fig-1	NN
work_zbpzx43flfaifddpftczprcome	123	12	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	NNS
work_zbpzx43flfaifddpftczprcome	123	13	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NN
work_zbpzx43flfaifddpftczprcome	123	14	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	123	15	’	’	POS
work_zbpzx43flfaifddpftczprcome	123	16	quartiles	quartile	NNS
work_zbpzx43flfaifddpftczprcome	123	17	and	and	CC
work_zbpzx43flfaifddpftczprcome	123	18	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	123	19	number	number	NN
work_zbpzx43flfaifddpftczprcome	123	20	.	.	.
work_zbpzx43flfaifddpftczprcome	124	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	124	2	particular	particular	JJ
work_zbpzx43flfaifddpftczprcome	124	3	,	,	,
work_zbpzx43flfaifddpftczprcome	124	4	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	124	5	plotted	plot	VBD
work_zbpzx43flfaifddpftczprcome	124	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	124	7	whole	whole	JJ
work_zbpzx43flfaifddpftczprcome	124	8	network	network	NN
work_zbpzx43flfaifddpftczprcome	124	9	structure	structure	NN
work_zbpzx43flfaifddpftczprcome	124	10	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	124	11	Fig	fig	NN
work_zbpzx43flfaifddpftczprcome	124	12	.	.	.
work_zbpzx43flfaifddpftczprcome	125	1	1A	1a	LS
work_zbpzx43flfaifddpftczprcome	125	2	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	125	3	and	and	CC
work_zbpzx43flfaifddpftczprcome	125	4	zoomed	zoomed	JJ
work_zbpzx43flfaifddpftczprcome	125	5	parts	part	NNS
work_zbpzx43flfaifddpftczprcome	125	6	corresponding	correspond	VBG
work_zbpzx43flfaifddpftczprcome	125	7	dense	dense	JJ
work_zbpzx43flfaifddpftczprcome	125	8	communities	community	NNS
work_zbpzx43flfaifddpftczprcome	125	9	with	with	IN
work_zbpzx43flfaifddpftczprcome	125	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	125	11	most	most	RBS
work_zbpzx43flfaifddpftczprcome	125	12	influential	influential	JJ
work_zbpzx43flfaifddpftczprcome	125	13	persons	person	NNS
work_zbpzx43flfaifddpftczprcome	125	14	from	from	IN
work_zbpzx43flfaifddpftczprcome	125	15	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	125	16	university	university	NN
work_zbpzx43flfaifddpftczprcome	125	17	such	such	JJ
work_zbpzx43flfaifddpftczprcome	125	18	as	as	IN
work_zbpzx43flfaifddpftczprcome	125	19	rector	rector	NN
work_zbpzx43flfaifddpftczprcome	125	20	Kuzminov	Kuzminov	NNP
work_zbpzx43flfaifddpftczprcome	125	21	Y.I.	Y.I.	NNP
work_zbpzx43flfaifddpftczprcome	126	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	126	2	Fig	fig	NN
work_zbpzx43flfaifddpftczprcome	126	3	.	.	.
work_zbpzx43flfaifddpftczprcome	127	1	1B	1B	NNP
work_zbpzx43flfaifddpftczprcome	127	2	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	127	3	,	,	,
work_zbpzx43flfaifddpftczprcome	127	4	first	first	JJ
work_zbpzx43flfaifddpftczprcome	127	5	vice	vice	NN
work_zbpzx43flfaifddpftczprcome	127	6	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	127	7	rector	rector	NN
work_zbpzx43flfaifddpftczprcome	127	8	responsible	responsible	JJ
work_zbpzx43flfaifddpftczprcome	127	9	for	for	IN
work_zbpzx43flfaifddpftczprcome	127	10	science	science	NN
work_zbpzx43flfaifddpftczprcome	127	11	Gokhberg	Gokhberg	NNP
work_zbpzx43flfaifddpftczprcome	127	12	L.M.	L.M.	NNP
work_zbpzx43flfaifddpftczprcome	128	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	128	2	Fig	fig	NN
work_zbpzx43flfaifddpftczprcome	128	3	.	.	.
work_zbpzx43flfaifddpftczprcome	129	1	1C	1C	NNP
work_zbpzx43flfaifddpftczprcome	129	2	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	129	3	,	,	,
work_zbpzx43flfaifddpftczprcome	129	4	and	and	CC
work_zbpzx43flfaifddpftczprcome	129	5	university	university	NN
work_zbpzx43flfaifddpftczprcome	129	6	research	research	NN
work_zbpzx43flfaifddpftczprcome	129	7	supervisor	supervisor	NN
work_zbpzx43flfaifddpftczprcome	129	8	Yasin	Yasin	NNP
work_zbpzx43flfaifddpftczprcome	129	9	E.G.	E.G.	NNP
work_zbpzx43flfaifddpftczprcome	130	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	130	2	Fig	fig	NN
work_zbpzx43flfaifddpftczprcome	130	3	.	.	.
work_zbpzx43flfaifddpftczprcome	131	1	1D	1D	NNP
work_zbpzx43flfaifddpftczprcome	131	2	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	131	3	.	.	.
work_zbpzx43flfaifddpftczprcome	132	1	It	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	132	2	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	132	3	easy	easy	JJ
work_zbpzx43flfaifddpftczprcome	132	4	to	to	TO
work_zbpzx43flfaifddpftczprcome	132	5	see	see	VB
work_zbpzx43flfaifddpftczprcome	132	6	that	that	DT
work_zbpzx43flfaifddpftczprcome	132	7	rector	rector	NN
work_zbpzx43flfaifddpftczprcome	132	8	co	co	NNS
work_zbpzx43flfaifddpftczprcome	132	9	-	-	NNS
work_zbpzx43flfaifddpftczprcome	132	10	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	132	11	are	be	VBP
work_zbpzx43flfaifddpftczprcome	132	12	people	people	NNS
work_zbpzx43flfaifddpftczprcome	132	13	responsible	responsible	JJ
work_zbpzx43flfaifddpftczprcome	132	14	for	for	IN
work_zbpzx43flfaifddpftczprcome	132	15	core	core	JJ
work_zbpzx43flfaifddpftczprcome	132	16	direction	direction	NN
work_zbpzx43flfaifddpftczprcome	132	17	of	of	IN
work_zbpzx43flfaifddpftczprcome	132	18	university	university	NN
work_zbpzx43flfaifddpftczprcome	132	19	development	development	NN
work_zbpzx43flfaifddpftczprcome	132	20	and	and	CC
work_zbpzx43flfaifddpftczprcome	132	21	vice	vice	NN
work_zbpzx43flfaifddpftczprcome	132	22	rectors	rector	NNS
work_zbpzx43flfaifddpftczprcome	132	23	realizing	realize	VBG
work_zbpzx43flfaifddpftczprcome	132	24	university	university	NN
work_zbpzx43flfaifddpftczprcome	132	25	strategy	strategy	NN
work_zbpzx43flfaifddpftczprcome	132	26	in	in	IN
work_zbpzx43flfaifddpftczprcome	132	27	research	research	NN
work_zbpzx43flfaifddpftczprcome	132	28	,	,	,
work_zbpzx43flfaifddpftczprcome	132	29	education	education	NN
work_zbpzx43flfaifddpftczprcome	132	30	,	,	,
work_zbpzx43flfaifddpftczprcome	132	31	government	government	NN
work_zbpzx43flfaifddpftczprcome	132	32	,	,	,
work_zbpzx43flfaifddpftczprcome	132	33	expert	expert	NN
work_zbpzx43flfaifddpftczprcome	132	34	,	,	,
work_zbpzx43flfaifddpftczprcome	132	35	and	and	CC
work_zbpzx43flfaifddpftczprcome	132	36	company	company	NN
work_zbpzx43flfaifddpftczprcome	132	37	areas	area	NNS
work_zbpzx43flfaifddpftczprcome	132	38	of	of	IN
work_zbpzx43flfaifddpftczprcome	132	39	collaboration	collaboration	NN
work_zbpzx43flfaifddpftczprcome	132	40	.	.	.
work_zbpzx43flfaifddpftczprcome	133	1	On	on	IN
work_zbpzx43flfaifddpftczprcome	133	2	the	the	DT
work_zbpzx43flfaifddpftczprcome	133	3	other	other	JJ
work_zbpzx43flfaifddpftczprcome	133	4	hand	hand	NN
work_zbpzx43flfaifddpftczprcome	133	5	,	,	,
work_zbpzx43flfaifddpftczprcome	133	6	from	from	IN
work_zbpzx43flfaifddpftczprcome	133	7	dense	dense	JJ
work_zbpzx43flfaifddpftczprcome	133	8	subgraphs	subgraph	NNS
work_zbpzx43flfaifddpftczprcome	133	9	one	one	PRP
work_zbpzx43flfaifddpftczprcome	133	10	can	can	MD
work_zbpzx43flfaifddpftczprcome	133	11	find	find	VB
work_zbpzx43flfaifddpftczprcome	133	12	exact	exact	JJ
work_zbpzx43flfaifddpftczprcome	133	13	matches	match	NNS
work_zbpzx43flfaifddpftczprcome	133	14	of	of	IN
work_zbpzx43flfaifddpftczprcome	133	15	university	university	NN
work_zbpzx43flfaifddpftczprcome	133	16	staff	staff	NN
work_zbpzx43flfaifddpftczprcome	133	17	departments	department	NNS
work_zbpzx43flfaifddpftczprcome	133	18	,	,	,
work_zbpzx43flfaifddpftczprcome	133	19	such	such	JJ
work_zbpzx43flfaifddpftczprcome	133	20	as	as	IN
work_zbpzx43flfaifddpftczprcome	133	21	research	research	NN
work_zbpzx43flfaifddpftczprcome	133	22	institutes	institutes	NN
work_zbpzx43flfaifddpftczprcome	133	23	,	,	,
work_zbpzx43flfaifddpftczprcome	133	24	such	such	JJ
work_zbpzx43flfaifddpftczprcome	133	25	as	as	IN
work_zbpzx43flfaifddpftczprcome	133	26	Institute	Institute	NNP
work_zbpzx43flfaifddpftczprcome	133	27	for	for	IN
work_zbpzx43flfaifddpftczprcome	133	28	Industrial	Industrial	NNP
work_zbpzx43flfaifddpftczprcome	133	29	and	and	CC
work_zbpzx43flfaifddpftczprcome	133	30	Market	Market	NNP
work_zbpzx43flfaifddpftczprcome	133	31	Studies	Studies	NNPS
work_zbpzx43flfaifddpftczprcome	133	32	headed	head	VBN
work_zbpzx43flfaifddpftczprcome	133	33	by	by	IN
work_zbpzx43flfaifddpftczprcome	133	34	Yakovlev	Yakovlev	NNP
work_zbpzx43flfaifddpftczprcome	133	35	A.A.	A.A.	NNP
work_zbpzx43flfaifddpftczprcome	133	36	or	or	CC
work_zbpzx43flfaifddpftczprcome	133	37	Institute	Institute	NNP
work_zbpzx43flfaifddpftczprcome	133	38	for	for	IN
work_zbpzx43flfaifddpftczprcome	133	39	Statistical	Statistical	NNP
work_zbpzx43flfaifddpftczprcome	133	40	Studies	Studies	NNPS
work_zbpzx43flfaifddpftczprcome	133	41	and	and	CC
work_zbpzx43flfaifddpftczprcome	133	42	Economics	Economics	NNP
work_zbpzx43flfaifddpftczprcome	133	43	of	of	IN
work_zbpzx43flfaifddpftczprcome	133	44	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	133	45	headed	head	VBN
work_zbpzx43flfaifddpftczprcome	133	46	by	by	IN
work_zbpzx43flfaifddpftczprcome	133	47	L.M.	L.M.	NNP
work_zbpzx43flfaifddpftczprcome	134	1	Gokhberg	Gokhberg	NNP
work_zbpzx43flfaifddpftczprcome	134	2	.	.	.
work_zbpzx43flfaifddpftczprcome	135	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	135	2	show	show	VBP
work_zbpzx43flfaifddpftczprcome	135	3	that	that	IN
work_zbpzx43flfaifddpftczprcome	135	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	135	5	could	could	MD
work_zbpzx43flfaifddpftczprcome	135	6	visualize	visualize	VB
work_zbpzx43flfaifddpftczprcome	135	7	the	the	DT
work_zbpzx43flfaifddpftczprcome	135	8	most	most	RBS
work_zbpzx43flfaifddpftczprcome	135	9	important	important	JJ
work_zbpzx43flfaifddpftczprcome	135	10	administrative	administrative	JJ
work_zbpzx43flfaifddpftczprcome	135	11	staff	staff	NN
work_zbpzx43flfaifddpftczprcome	135	12	units	unit	NNS
work_zbpzx43flfaifddpftczprcome	135	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	135	14	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	135	15	heads	head	NNS
work_zbpzx43flfaifddpftczprcome	135	16	thus	thus	RB
work_zbpzx43flfaifddpftczprcome	135	17	giving	give	VBG
work_zbpzx43flfaifddpftczprcome	135	18	insight	insight	NN
work_zbpzx43flfaifddpftczprcome	135	19	on	on	IN
work_zbpzx43flfaifddpftczprcome	135	20	the	the	DT
work_zbpzx43flfaifddpftczprcome	135	21	connection	connection	NN
work_zbpzx43flfaifddpftczprcome	135	22	of	of	IN
work_zbpzx43flfaifddpftczprcome	135	23	publication	publication	NN
work_zbpzx43flfaifddpftczprcome	135	24	activity	activity	NN
work_zbpzx43flfaifddpftczprcome	135	25	and	and	CC
work_zbpzx43flfaifddpftczprcome	135	26	administrative	administrative	JJ
work_zbpzx43flfaifddpftczprcome	135	27	structure	structure	NN
work_zbpzx43flfaifddpftczprcome	135	28	of	of	IN
work_zbpzx43flfaifddpftczprcome	135	29	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	135	30	university	university	NN
work_zbpzx43flfaifddpftczprcome	135	31	.	.	.
work_zbpzx43flfaifddpftczprcome	136	1	FEATURE	feature	RB
work_zbpzx43flfaifddpftczprcome	136	2	ENGINEERING	engineering	VB
work_zbpzx43flfaifddpftczprcome	136	3	Our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	136	4	new	new	JJ
work_zbpzx43flfaifddpftczprcome	136	5	idea	idea	NN
work_zbpzx43flfaifddpftczprcome	136	6	was	be	VBD
work_zbpzx43flfaifddpftczprcome	136	7	to	to	TO
work_zbpzx43flfaifddpftczprcome	136	8	obtain	obtain	VB
work_zbpzx43flfaifddpftczprcome	136	9	additional	additional	JJ
work_zbpzx43flfaifddpftczprcome	136	10	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	136	11	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	136	12	that	that	WDT
work_zbpzx43flfaifddpftczprcome	136	13	were	be	VBD
work_zbpzx43flfaifddpftczprcome	136	14	embed	embe	VBN
work_zbpzx43flfaifddpftczprcome	136	15	based	base	VBN
work_zbpzx43flfaifddpftczprcome	136	16	on	on	IN
work_zbpzx43flfaifddpftczprcome	136	17	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	136	18	network	network	NN
work_zbpzx43flfaifddpftczprcome	136	19	as	as	IN
work_zbpzx43flfaifddpftczprcome	136	20	a	a	DT
work_zbpzx43flfaifddpftczprcome	136	21	part	part	NN
work_zbpzx43flfaifddpftczprcome	136	22	of	of	IN
work_zbpzx43flfaifddpftczprcome	136	23	model	model	NN
work_zbpzx43flfaifddpftczprcome	136	24	evaluation	evaluation	NN
work_zbpzx43flfaifddpftczprcome	136	25	.	.	.
work_zbpzx43flfaifddpftczprcome	137	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	137	2	constructed	construct	VBD
work_zbpzx43flfaifddpftczprcome	137	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	137	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	137	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	137	6	stemmed	stem	VBN
work_zbpzx43flfaifddpftczprcome	137	7	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	137	8	co	co	NN
work_zbpzx43flfaifddpftczprcome	137	9	-	-	NN
work_zbpzx43flfaifddpftczprcome	137	10	occurrence	occurrence	NN
work_zbpzx43flfaifddpftczprcome	137	11	.	.	.
work_zbpzx43flfaifddpftczprcome	138	1	To	to	TO
work_zbpzx43flfaifddpftczprcome	138	2	construct	construct	VB
work_zbpzx43flfaifddpftczprcome	138	3	this	this	DT
work_zbpzx43flfaifddpftczprcome	138	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	138	5	,	,	,
work_zbpzx43flfaifddpftczprcome	138	6	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	138	7	used	use	VBD
work_zbpzx43flfaifddpftczprcome	138	8	the	the	DT
work_zbpzx43flfaifddpftczprcome	138	9	principle	principle	NN
work_zbpzx43flfaifddpftczprcome	138	10	that	that	IN
work_zbpzx43flfaifddpftczprcome	138	11	two	two	CD
work_zbpzx43flfaifddpftczprcome	138	12	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	138	13	were	be	VBD
work_zbpzx43flfaifddpftczprcome	138	14	connected	connect	VBN
work_zbpzx43flfaifddpftczprcome	138	15	if	if	IN
work_zbpzx43flfaifddpftczprcome	138	16	corresponding	correspond	VBG
work_zbpzx43flfaifddpftczprcome	138	17	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	138	18	occurred	occur	VBD
work_zbpzx43flfaifddpftczprcome	138	19	in	in	IN
work_zbpzx43flfaifddpftczprcome	138	20	the	the	DT
work_zbpzx43flfaifddpftczprcome	138	21	same	same	JJ
work_zbpzx43flfaifddpftczprcome	138	22	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	138	23	.	.	.
work_zbpzx43flfaifddpftczprcome	139	1	For	for	IN
work_zbpzx43flfaifddpftczprcome	139	2	a	a	DT
work_zbpzx43flfaifddpftczprcome	139	3	given	give	VBN
work_zbpzx43flfaifddpftczprcome	139	4	list	list	NN
work_zbpzx43flfaifddpftczprcome	139	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	139	6	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	139	7	,	,	,
work_zbpzx43flfaifddpftczprcome	139	8	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	139	9	built	build	VBD
work_zbpzx43flfaifddpftczprcome	139	10	standard	standard	NNP
work_zbpzx43flfaifddpftczprcome	139	11	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	139	12	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	139	13	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	139	14	Grover	Grover	NNP
work_zbpzx43flfaifddpftczprcome	139	15	&	&	CC
work_zbpzx43flfaifddpftczprcome	139	16	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	139	17	,	,	,
work_zbpzx43flfaifddpftczprcome	139	18	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	139	19	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	139	20	.	.	.
work_zbpzx43flfaifddpftczprcome	140	1	Next	next	RB
work_zbpzx43flfaifddpftczprcome	140	2	,	,	,
work_zbpzx43flfaifddpftczprcome	140	3	for	for	IN
work_zbpzx43flfaifddpftczprcome	140	4	each	each	DT
work_zbpzx43flfaifddpftczprcome	140	5	author	author	NN
work_zbpzx43flfaifddpftczprcome	140	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	140	7	most	most	RBS
work_zbpzx43flfaifddpftczprcome	140	8	frequent	frequent	JJ
work_zbpzx43flfaifddpftczprcome	140	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	140	10	relevant	relevant	JJ
work_zbpzx43flfaifddpftczprcome	140	11	keyword	keyword	NN
work_zbpzx43flfaifddpftczprcome	140	12	was	be	VBD
work_zbpzx43flfaifddpftczprcome	140	13	defined	define	VBN
work_zbpzx43flfaifddpftczprcome	140	14	,	,	,
work_zbpzx43flfaifddpftczprcome	140	15	and	and	CC
work_zbpzx43flfaifddpftczprcome	140	16	its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	140	17	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	140	18	was	be	VBD
work_zbpzx43flfaifddpftczprcome	140	19	used	use	VBN
work_zbpzx43flfaifddpftczprcome	140	20	as	as	IN
work_zbpzx43flfaifddpftczprcome	140	21	node	node	JJ
work_zbpzx43flfaifddpftczprcome	140	22	additional	additional	JJ
work_zbpzx43flfaifddpftczprcome	140	23	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	140	24	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	140	25	for	for	IN
work_zbpzx43flfaifddpftczprcome	140	26	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	140	27	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	140	28	tasks	task	NNS
work_zbpzx43flfaifddpftczprcome	140	29	.	.	.
work_zbpzx43flfaifddpftczprcome	141	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	141	2	considered	consider	VBD
work_zbpzx43flfaifddpftczprcome	141	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	141	4	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	141	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	141	6	finding	find	VBG
work_zbpzx43flfaifddpftczprcome	141	7	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	141	8	with	with	IN
work_zbpzx43flfaifddpftczprcome	141	9	similar	similar	JJ
work_zbpzx43flfaifddpftczprcome	141	10	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	141	11	to	to	IN
work_zbpzx43flfaifddpftczprcome	141	12	a	a	DT
work_zbpzx43flfaifddpftczprcome	141	13	selected	select	VBN
work_zbpzx43flfaifddpftczprcome	141	14	one	one	NN
work_zbpzx43flfaifddpftczprcome	141	15	as	as	IN
work_zbpzx43flfaifddpftczprcome	141	16	collaboration	collaboration	NN
work_zbpzx43flfaifddpftczprcome	141	17	search	search	NN
work_zbpzx43flfaifddpftczprcome	141	18	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	141	19	.	.	.
work_zbpzx43flfaifddpftczprcome	142	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	142	2	terms	term	NNS
work_zbpzx43flfaifddpftczprcome	142	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	142	4	social	social	JJ
work_zbpzx43flfaifddpftczprcome	142	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	142	6	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	142	7	,	,	,
work_zbpzx43flfaifddpftczprcome	142	8	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	142	9	studied	study	VBD
work_zbpzx43flfaifddpftczprcome	142	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	142	11	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	142	12	of	of	IN
work_zbpzx43flfaifddpftczprcome	142	13	recommending	recommend	VBG
work_zbpzx43flfaifddpftczprcome	142	14	similar	similar	JJ
work_zbpzx43flfaifddpftczprcome	142	15	author	author	NN
work_zbpzx43flfaifddpftczprcome	142	16	as	as	IN
work_zbpzx43flfaifddpftczprcome	142	17	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	142	18	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	142	19	.	.	.
work_zbpzx43flfaifddpftczprcome	143	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	143	2	operate	operate	VBP
work_zbpzx43flfaifddpftczprcome	143	3	with	with	IN
work_zbpzx43flfaifddpftczprcome	143	4	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	143	5	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	143	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	143	7	use	use	VB
work_zbpzx43flfaifddpftczprcome	143	8	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	143	9	scores	score	NNS
work_zbpzx43flfaifddpftczprcome	143	10	described	describe	VBN
work_zbpzx43flfaifddpftczprcome	143	11	in	in	IN
work_zbpzx43flfaifddpftczprcome	143	12	Liben	Liben	NNP
work_zbpzx43flfaifddpftczprcome	143	13	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	143	14	Nowell	Nowell	NNP
work_zbpzx43flfaifddpftczprcome	143	15	&	&	CC
work_zbpzx43flfaifddpftczprcome	143	16	Kleinberg	Kleinberg	NNP
work_zbpzx43flfaifddpftczprcome	143	17	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	143	18	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	143	19	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	143	20	as	as	IN
work_zbpzx43flfaifddpftczprcome	143	21	baseline	baseline	NN
work_zbpzx43flfaifddpftczprcome	143	22	for	for	IN
work_zbpzx43flfaifddpftczprcome	143	23	network	network	NN
work_zbpzx43flfaifddpftczprcome	143	24	descriptors	descriptor	NNS
work_zbpzx43flfaifddpftczprcome	143	25	for	for	IN
work_zbpzx43flfaifddpftczprcome	143	26	pairs	pair	NNS
work_zbpzx43flfaifddpftczprcome	143	27	of	of	IN
work_zbpzx43flfaifddpftczprcome	143	28	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	143	29	presented	present	VBN
work_zbpzx43flfaifddpftczprcome	143	30	in	in	IN
work_zbpzx43flfaifddpftczprcome	143	31	Table	table	NN
work_zbpzx43flfaifddpftczprcome	143	32	1	1	CD
work_zbpzx43flfaifddpftczprcome	143	33	.	.	.
work_zbpzx43flfaifddpftczprcome	144	1	So	so	CC
work_zbpzx43flfaifddpftczprcome	144	2	,	,	,
work_zbpzx43flfaifddpftczprcome	144	3	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	144	4	represented	represent	VBD
work_zbpzx43flfaifddpftczprcome	144	5	each	each	DT
work_zbpzx43flfaifddpftczprcome	144	6	node	node	NN
work_zbpzx43flfaifddpftczprcome	144	7	by	by	IN
work_zbpzx43flfaifddpftczprcome	144	8	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	144	9	model	model	NN
work_zbpzx43flfaifddpftczprcome	144	10	of	of	IN
work_zbpzx43flfaifddpftczprcome	144	11	author	author	NN
work_zbpzx43flfaifddpftczprcome	144	12	attributes	attribute	NNS
work_zbpzx43flfaifddpftczprcome	144	13	using	use	VBG
work_zbpzx43flfaifddpftczprcome	144	14	manually	manually	RB
work_zbpzx43flfaifddpftczprcome	144	15	engineered	engineer	VBN
work_zbpzx43flfaifddpftczprcome	144	16	features	feature	NNS
work_zbpzx43flfaifddpftczprcome	144	17	such	such	JJ
work_zbpzx43flfaifddpftczprcome	144	18	as	as	IN
work_zbpzx43flfaifddpftczprcome	144	19	HSE	hse	NN
work_zbpzx43flfaifddpftczprcome	144	20	staff	staff	NN
work_zbpzx43flfaifddpftczprcome	144	21	information	information	NN
work_zbpzx43flfaifddpftczprcome	144	22	and	and	CC
work_zbpzx43flfaifddpftczprcome	144	23	publication	publication	NN
work_zbpzx43flfaifddpftczprcome	144	24	activity	activity	NN
work_zbpzx43flfaifddpftczprcome	144	25	represented	represent	VBN
work_zbpzx43flfaifddpftczprcome	144	26	by	by	IN
work_zbpzx43flfaifddpftczprcome	144	27	centralities	centrality	NNS
work_zbpzx43flfaifddpftczprcome	144	28	of	of	IN
work_zbpzx43flfaifddpftczprcome	144	29	co	co	JJ
work_zbpzx43flfaifddpftczprcome	144	30	-	-	JJ
work_zbpzx43flfaifddpftczprcome	144	31	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	144	32	network	network	NN
work_zbpzx43flfaifddpftczprcome	144	33	and	and	CC
work_zbpzx43flfaifddpftczprcome	144	34	descriptive	descriptive	JJ
work_zbpzx43flfaifddpftczprcome	144	35	statistics	statistic	NNS
work_zbpzx43flfaifddpftczprcome	144	36	.	.	.
work_zbpzx43flfaifddpftczprcome	145	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	145	2	added	add	VBD
work_zbpzx43flfaifddpftczprcome	145	3	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	145	4	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	145	5	for	for	IN
work_zbpzx43flfaifddpftczprcome	145	6	author	author	NN
work_zbpzx43flfaifddpftczprcome	145	7	research	research	NN
work_zbpzx43flfaifddpftczprcome	145	8	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	145	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	145	10	node	node	JJ
work_zbpzx43flfaifddpftczprcome	145	11	proximity	proximity	NN
work_zbpzx43flfaifddpftczprcome	145	12	and	and	CC
work_zbpzx43flfaifddpftczprcome	145	13	evaluated	evaluate	VBD
work_zbpzx43flfaifddpftczprcome	145	14	different	different	JJ
work_zbpzx43flfaifddpftczprcome	145	15	combinations	combination	NNS
work_zbpzx43flfaifddpftczprcome	145	16	of	of	IN
work_zbpzx43flfaifddpftczprcome	145	17	models	model	NNS
work_zbpzx43flfaifddpftczprcome	145	18	corresponding	correspond	VBG
work_zbpzx43flfaifddpftczprcome	145	19	to	to	TO
work_zbpzx43flfaifddpftczprcome	145	20	node	node	RB
work_zbpzx43flfaifddpftczprcome	145	21	feature	feature	VB
work_zbpzx43flfaifddpftczprcome	145	22	space	space	NN
work_zbpzx43flfaifddpftczprcome	145	23	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	145	24	.	.	.
work_zbpzx43flfaifddpftczprcome	146	1	LINK	link	NN
work_zbpzx43flfaifddpftczprcome	146	2	EMBEDDINGS	embedding	NNS
work_zbpzx43flfaifddpftczprcome	146	3	To	to	TO
work_zbpzx43flfaifddpftczprcome	146	4	use	use	VB
work_zbpzx43flfaifddpftczprcome	146	5	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	146	6	,	,	,
work_zbpzx43flfaifddpftczprcome	146	7	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	146	8	obtained	obtain	VBD
work_zbpzx43flfaifddpftczprcome	146	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	146	10	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	146	11	node	node	NN
work_zbpzx43flfaifddpftczprcome	146	12	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	146	13	.	.	.
work_zbpzx43flfaifddpftczprcome	147	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	147	2	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	147	3	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	147	4	parameters	parameter	NNS
work_zbpzx43flfaifddpftczprcome	147	5	were	be	VBD
work_zbpzx43flfaifddpftczprcome	147	6	chosen	choose	VBN
work_zbpzx43flfaifddpftczprcome	147	7	via	via	IN
work_zbpzx43flfaifddpftczprcome	147	8	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	147	9	–	–	:
work_zbpzx43flfaifddpftczprcome	147	10	area	area	NN
work_zbpzx43flfaifddpftczprcome	147	11	under	under	IN
work_zbpzx43flfaifddpftczprcome	147	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	147	13	curve	curve	NN
work_zbpzx43flfaifddpftczprcome	147	14	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	147	15	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	147	16	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	147	17	optimization	optimization	NN
work_zbpzx43flfaifddpftczprcome	147	18	over	over	IN
work_zbpzx43flfaifddpftczprcome	147	19	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	147	20	size	size	NN
work_zbpzx43flfaifddpftczprcome	147	21	with	with	IN
work_zbpzx43flfaifddpftczprcome	147	22	respect	respect	NN
work_zbpzx43flfaifddpftczprcome	147	23	to	to	IN
work_zbpzx43flfaifddpftczprcome	147	24	different	different	JJ
work_zbpzx43flfaifddpftczprcome	147	25	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	147	26	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	147	27	operators	operator	NNS
work_zbpzx43flfaifddpftczprcome	147	28	.	.	.
work_zbpzx43flfaifddpftczprcome	148	1	For	for	IN
work_zbpzx43flfaifddpftczprcome	148	2	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	148	3	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	148	4	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	148	5	applied	apply	VBD
work_zbpzx43flfaifddpftczprcome	148	6	specific	specific	JJ
work_zbpzx43flfaifddpftczprcome	148	7	component	component	NN
work_zbpzx43flfaifddpftczprcome	148	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	148	9	wise	wise	JJ
work_zbpzx43flfaifddpftczprcome	148	10	functions	function	NNS
work_zbpzx43flfaifddpftczprcome	148	11	representing	represent	VBG
work_zbpzx43flfaifddpftczprcome	148	12	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	148	13	to	to	IN
work_zbpzx43flfaifddpftczprcome	148	14	node	node	JJ
work_zbpzx43flfaifddpftczprcome	148	15	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	148	16	for	for	IN
work_zbpzx43flfaifddpftczprcome	148	17	source	source	NN
work_zbpzx43flfaifddpftczprcome	148	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	148	19	target	target	VB
work_zbpzx43flfaifddpftczprcome	148	20	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	148	21	of	of	IN
work_zbpzx43flfaifddpftczprcome	148	22	a	a	DT
work_zbpzx43flfaifddpftczprcome	148	23	given	give	VBN
work_zbpzx43flfaifddpftczprcome	148	24	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	148	25	.	.	.
work_zbpzx43flfaifddpftczprcome	149	1	This	this	DT
work_zbpzx43flfaifddpftczprcome	149	2	model	model	NN
work_zbpzx43flfaifddpftczprcome	149	3	was	be	VBD
work_zbpzx43flfaifddpftczprcome	149	4	suggested	suggest	VBN
work_zbpzx43flfaifddpftczprcome	149	5	in	in	IN
work_zbpzx43flfaifddpftczprcome	149	6	Grover	Grover	NNP
work_zbpzx43flfaifddpftczprcome	149	7	&	&	CC
work_zbpzx43flfaifddpftczprcome	149	8	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	149	9	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	149	10	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	149	11	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	149	12	,	,	,
work_zbpzx43flfaifddpftczprcome	149	13	in	in	IN
work_zbpzx43flfaifddpftczprcome	149	14	which	which	WDT
work_zbpzx43flfaifddpftczprcome	149	15	four	four	CD
work_zbpzx43flfaifddpftczprcome	149	16	functions	function	NNS
work_zbpzx43flfaifddpftczprcome	149	17	for	for	IN
work_zbpzx43flfaifddpftczprcome	149	18	such	such	JJ
work_zbpzx43flfaifddpftczprcome	149	19	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	149	20	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	149	21	were	be	VBD
work_zbpzx43flfaifddpftczprcome	149	22	presented	present	VBN
work_zbpzx43flfaifddpftczprcome	149	23	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	149	24	see	see	VB
work_zbpzx43flfaifddpftczprcome	149	25	first	first	JJ
work_zbpzx43flfaifddpftczprcome	149	26	four	four	CD
work_zbpzx43flfaifddpftczprcome	149	27	rows	row	NNS
work_zbpzx43flfaifddpftczprcome	149	28	in	in	IN
work_zbpzx43flfaifddpftczprcome	149	29	Table	table	NN
work_zbpzx43flfaifddpftczprcome	149	30	2	2	CD
work_zbpzx43flfaifddpftczprcome	149	31	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	149	32	.	.	.
work_zbpzx43flfaifddpftczprcome	150	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	150	2	leave	leave	VBP
work_zbpzx43flfaifddpftczprcome	150	3	an	an	DT
work_zbpzx43flfaifddpftczprcome	150	4	evaluation	evaluation	NN
work_zbpzx43flfaifddpftczprcome	150	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	150	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	150	7	approaches	approach	NNS
work_zbpzx43flfaifddpftczprcome	150	8	from	from	IN
work_zbpzx43flfaifddpftczprcome	150	9	Abu	Abu	NNP
work_zbpzx43flfaifddpftczprcome	150	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	150	11	El	El	NNP
work_zbpzx43flfaifddpftczprcome	150	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	150	13	Haija	Haija	NNP
work_zbpzx43flfaifddpftczprcome	150	14	,	,	,
work_zbpzx43flfaifddpftczprcome	150	15	Perozzi	Perozzi	NNP
work_zbpzx43flfaifddpftczprcome	150	16	&	&	CC
work_zbpzx43flfaifddpftczprcome	150	17	Al	Al	NNP
work_zbpzx43flfaifddpftczprcome	150	18	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	150	19	Rfou	Rfou	NNP
work_zbpzx43flfaifddpftczprcome	150	20	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	150	21	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	150	22	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	150	23	,	,	,
work_zbpzx43flfaifddpftczprcome	150	24	which	which	WDT
work_zbpzx43flfaifddpftczprcome	150	25	use	use	VBP
work_zbpzx43flfaifddpftczprcome	150	26	bi	bi	JJ
work_zbpzx43flfaifddpftczprcome	150	27	-	-	JJ
work_zbpzx43flfaifddpftczprcome	150	28	linear	linear	JJ
work_zbpzx43flfaifddpftczprcome	150	29	form	form	NN
work_zbpzx43flfaifddpftczprcome	150	30	learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	150	31	from	from	IN
work_zbpzx43flfaifddpftczprcome	150	32	reduced	reduce	VBN
work_zbpzx43flfaifddpftczprcome	150	33	by	by	IN
work_zbpzx43flfaifddpftczprcome	150	34	deep	deep	JJ
work_zbpzx43flfaifddpftczprcome	150	35	neural	neural	JJ
work_zbpzx43flfaifddpftczprcome	150	36	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	150	37	et	et	NNP
work_zbpzx43flfaifddpftczprcome	150	38	al	al	NNP
work_zbpzx43flfaifddpftczprcome	150	39	.	.	.
work_zbpzx43flfaifddpftczprcome	151	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	151	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	151	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	151	4	,	,	,
work_zbpzx43flfaifddpftczprcome	151	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	151	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	151	7	.	.	.
work_zbpzx43flfaifddpftczprcome	152	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	152	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	152	3	,	,	,
work_zbpzx43flfaifddpftczprcome	152	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	152	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	152	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	152	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	152	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	152	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	152	10	7/20	7/20	CD
work_zbpzx43flfaifddpftczprcome	152	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	152	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNP
work_zbpzx43flfaifddpftczprcome	152	13	network	network	NNP
work_zbpzx43flfaifddpftczprcome	152	14	node	node	RB
work_zbpzx43flfaifddpftczprcome	152	15	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	152	16	,	,	,
work_zbpzx43flfaifddpftczprcome	152	17	for	for	IN
work_zbpzx43flfaifddpftczprcome	152	18	the	the	DT
work_zbpzx43flfaifddpftczprcome	152	19	future	future	JJ
work_zbpzx43flfaifddpftczprcome	152	20	work	work	NN
work_zbpzx43flfaifddpftczprcome	152	21	while	while	IN
work_zbpzx43flfaifddpftczprcome	152	22	also	also	RB
work_zbpzx43flfaifddpftczprcome	152	23	working	work	VBG
work_zbpzx43flfaifddpftczprcome	152	24	on	on	IN
work_zbpzx43flfaifddpftczprcome	152	25	a	a	DT
work_zbpzx43flfaifddpftczprcome	152	26	new	new	JJ
work_zbpzx43flfaifddpftczprcome	152	27	model	model	NN
work_zbpzx43flfaifddpftczprcome	152	28	of	of	IN
work_zbpzx43flfaifddpftczprcome	152	29	joint	joint	JJ
work_zbpzx43flfaifddpftczprcome	152	30	node	node	JJ
work_zbpzx43flfaifddpftczprcome	152	31	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	152	32	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	152	33	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	152	34	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	152	35	,	,	,
work_zbpzx43flfaifddpftczprcome	152	36	similar	similar	JJ
work_zbpzx43flfaifddpftczprcome	152	37	to	to	IN
work_zbpzx43flfaifddpftczprcome	152	38	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	152	39	Goyal	Goyal	NNP
work_zbpzx43flfaifddpftczprcome	152	40	et	et	NNP
work_zbpzx43flfaifddpftczprcome	152	41	al	al	NNP
work_zbpzx43flfaifddpftczprcome	152	42	.	.	NNP
work_zbpzx43flfaifddpftczprcome	152	43	,	,	,
work_zbpzx43flfaifddpftczprcome	152	44	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	152	45	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	152	46	.	.	.
work_zbpzx43flfaifddpftczprcome	153	1	Presented	present	VBN
work_zbpzx43flfaifddpftczprcome	153	2	in	in	IN
work_zbpzx43flfaifddpftczprcome	153	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	153	4	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	153	5	model	model	NN
work_zbpzx43flfaifddpftczprcome	153	6	suggests	suggest	VBZ
work_zbpzx43flfaifddpftczprcome	153	7	simple	simple	JJ
work_zbpzx43flfaifddpftczprcome	153	8	generalization	generalization	NN
work_zbpzx43flfaifddpftczprcome	153	9	of	of	IN
work_zbpzx43flfaifddpftczprcome	153	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	153	11	idea	idea	NN
work_zbpzx43flfaifddpftczprcome	153	12	of	of	IN
work_zbpzx43flfaifddpftczprcome	153	13	pooling	pool	VBG
work_zbpzx43flfaifddpftczprcome	153	14	first	first	JJ
work_zbpzx43flfaifddpftczprcome	153	15	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	153	16	order	order	NN
work_zbpzx43flfaifddpftczprcome	153	17	neighborhood	neighborhood	NN
work_zbpzx43flfaifddpftczprcome	153	18	of	of	IN
work_zbpzx43flfaifddpftczprcome	153	19	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	153	20	while	while	IN
work_zbpzx43flfaifddpftczprcome	153	21	constructing	construct	VBG
work_zbpzx43flfaifddpftczprcome	153	22	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	153	23	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	153	24	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	153	25	,	,	,
work_zbpzx43flfaifddpftczprcome	153	26	which	which	WDT
work_zbpzx43flfaifddpftczprcome	153	27	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	153	28	much	much	RB
work_zbpzx43flfaifddpftczprcome	153	29	faster	fast	JJR
work_zbpzx43flfaifddpftczprcome	153	30	than	than	IN
work_zbpzx43flfaifddpftczprcome	153	31	dimensionality	dimensionality	NN
work_zbpzx43flfaifddpftczprcome	153	32	reduction	reduction	NN
work_zbpzx43flfaifddpftczprcome	153	33	approaches	approach	NNS
work_zbpzx43flfaifddpftczprcome	153	34	.	.	.
work_zbpzx43flfaifddpftczprcome	154	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	154	2	evaluated	evaluate	VBD
work_zbpzx43flfaifddpftczprcome	154	3	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	154	4	model	model	NN
work_zbpzx43flfaifddpftczprcome	154	5	on	on	IN
work_zbpzx43flfaifddpftczprcome	154	6	two	two	CD
work_zbpzx43flfaifddpftczprcome	154	7	additional	additional	JJ
work_zbpzx43flfaifddpftczprcome	154	8	functions	function	NNS
work_zbpzx43flfaifddpftczprcome	154	9	involving	involve	VBG
work_zbpzx43flfaifddpftczprcome	154	10	not	not	RB
work_zbpzx43flfaifddpftczprcome	154	11	only	only	RB
work_zbpzx43flfaifddpftczprcome	154	12	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	154	13	source	source	NN
work_zbpzx43flfaifddpftczprcome	154	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	154	15	target	target	VB
work_zbpzx43flfaifddpftczprcome	154	16	node	node	NN
work_zbpzx43flfaifddpftczprcome	154	17	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	154	18	,	,	,
work_zbpzx43flfaifddpftczprcome	154	19	but	but	CC
work_zbpzx43flfaifddpftczprcome	154	20	also	also	RB
work_zbpzx43flfaifddpftczprcome	154	21	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	154	22	neighborhood	neighborhood	NN
work_zbpzx43flfaifddpftczprcome	154	23	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	154	24	as	as	IN
work_zbpzx43flfaifddpftczprcome	154	25	average	average	JJ
work_zbpzx43flfaifddpftczprcome	154	26	over	over	IN
work_zbpzx43flfaifddpftczprcome	154	27	all	all	PDT
work_zbpzx43flfaifddpftczprcome	154	28	the	the	DT
work_zbpzx43flfaifddpftczprcome	154	29	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	154	30	in	in	IN
work_zbpzx43flfaifddpftczprcome	154	31	first	first	JJ
work_zbpzx43flfaifddpftczprcome	154	32	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	154	33	order	order	NN
work_zbpzx43flfaifddpftczprcome	154	34	proximity	proximity	NN
work_zbpzx43flfaifddpftczprcome	154	35	.	.	.
work_zbpzx43flfaifddpftczprcome	155	1	These	these	DT
work_zbpzx43flfaifddpftczprcome	155	2	measures	measure	NNS
work_zbpzx43flfaifddpftczprcome	155	3	were	be	VBD
work_zbpzx43flfaifddpftczprcome	155	4	first	first	RB
work_zbpzx43flfaifddpftczprcome	155	5	presented	present	VBN
work_zbpzx43flfaifddpftczprcome	155	6	in	in	IN
work_zbpzx43flfaifddpftczprcome	155	7	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	155	8	et	et	NNP
work_zbpzx43flfaifddpftczprcome	155	9	al	al	NNP
work_zbpzx43flfaifddpftczprcome	155	10	.	.	.
work_zbpzx43flfaifddpftczprcome	156	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	156	2	2018b	2018b	LS
work_zbpzx43flfaifddpftczprcome	156	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	156	4	but	but	CC
work_zbpzx43flfaifddpftczprcome	156	5	were	be	VBD
work_zbpzx43flfaifddpftczprcome	156	6	not	not	RB
work_zbpzx43flfaifddpftczprcome	156	7	properly	properly	RB
work_zbpzx43flfaifddpftczprcome	156	8	evaluated	evaluate	VBN
work_zbpzx43flfaifddpftczprcome	156	9	.	.	.
work_zbpzx43flfaifddpftczprcome	157	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	157	2	resulting	result	VBG
work_zbpzx43flfaifddpftczprcome	157	3	list	list	NN
work_zbpzx43flfaifddpftczprcome	157	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	157	5	link	link	NN
work_zbpzx43flfaifddpftczprcome	157	6	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	157	7	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	157	8	presented	present	VBN
work_zbpzx43flfaifddpftczprcome	157	9	in	in	IN
work_zbpzx43flfaifddpftczprcome	157	10	Table	Table	NNP
work_zbpzx43flfaifddpftczprcome	157	11	2	2	CD
work_zbpzx43flfaifddpftczprcome	157	12	.	.	.
work_zbpzx43flfaifddpftczprcome	158	1	For	for	IN
work_zbpzx43flfaifddpftczprcome	158	2	each	each	DT
work_zbpzx43flfaifddpftczprcome	158	3	author	author	NN
work_zbpzx43flfaifddpftczprcome	158	4	,	,	,
work_zbpzx43flfaifddpftczprcome	158	5	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	158	6	also	also	RB
work_zbpzx43flfaifddpftczprcome	158	7	chose	choose	VBD
work_zbpzx43flfaifddpftczprcome	158	8	the	the	DT
work_zbpzx43flfaifddpftczprcome	158	9	most	most	RBS
work_zbpzx43flfaifddpftczprcome	158	10	frequent	frequent	JJ
work_zbpzx43flfaifddpftczprcome	158	11	keyword	keyword	NN
work_zbpzx43flfaifddpftczprcome	158	12	in	in	IN
work_zbpzx43flfaifddpftczprcome	158	13	the	the	DT
work_zbpzx43flfaifddpftczprcome	158	14	co	co	NN
work_zbpzx43flfaifddpftczprcome	158	15	-	-	NN
work_zbpzx43flfaifddpftczprcome	158	16	occurrence	occurrence	JJ
work_zbpzx43flfaifddpftczprcome	158	17	network	network	NN
work_zbpzx43flfaifddpftczprcome	158	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	158	19	then	then	RB
work_zbpzx43flfaifddpftczprcome	158	20	constructed	construct	VBD
work_zbpzx43flfaifddpftczprcome	158	21	general	general	JJ
work_zbpzx43flfaifddpftczprcome	158	22	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	158	23	using	use	VBG
work_zbpzx43flfaifddpftczprcome	158	24	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	158	25	with	with	IN
work_zbpzx43flfaifddpftczprcome	158	26	automatically	automatically	RB
work_zbpzx43flfaifddpftczprcome	158	27	chosen	choose	VBN
work_zbpzx43flfaifddpftczprcome	158	28	parameters	parameter	NNS
work_zbpzx43flfaifddpftczprcome	158	29	.	.	.
work_zbpzx43flfaifddpftczprcome	159	1	Table	table	NN
work_zbpzx43flfaifddpftczprcome	159	2	1	1	CD
work_zbpzx43flfaifddpftczprcome	159	3	Similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	159	4	score	score	NN
work_zbpzx43flfaifddpftczprcome	159	5	for	for	IN
work_zbpzx43flfaifddpftczprcome	159	6	a	a	DT
work_zbpzx43flfaifddpftczprcome	159	7	pair	pair	NN
work_zbpzx43flfaifddpftczprcome	159	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	159	9	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	159	10	u	u	NNP
work_zbpzx43flfaifddpftczprcome	159	11	and	and	CC
work_zbpzx43flfaifddpftczprcome	159	12	v	v	NN
work_zbpzx43flfaifddpftczprcome	159	13	with	with	IN
work_zbpzx43flfaifddpftczprcome	159	14	local	local	JJ
work_zbpzx43flfaifddpftczprcome	159	15	neighborhoods	neighborhood	NNS
work_zbpzx43flfaifddpftczprcome	159	16	N(u	N(u	NNP
work_zbpzx43flfaifddpftczprcome	159	17	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	159	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	159	19	N(v	N(v	NNP
work_zbpzx43flfaifddpftczprcome	159	20	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	159	21	correspondingly	correspondingly	RB
work_zbpzx43flfaifddpftczprcome	159	22	,	,	,
work_zbpzx43flfaifddpftczprcome	159	23	and	and	CC
work_zbpzx43flfaifddpftczprcome	159	24	for	for	IN
work_zbpzx43flfaifddpftczprcome	159	25	vectors	vector	NNS
work_zbpzx43flfaifddpftczprcome	159	26	corresponding	correspond	VBG
work_zbpzx43flfaifddpftczprcome	159	27	to	to	IN
work_zbpzx43flfaifddpftczprcome	159	28	two	two	CD
work_zbpzx43flfaifddpftczprcome	159	29	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	159	30	research	research	NN
work_zbpzx43flfaifddpftczprcome	159	31	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	159	32	X	X	NNP
work_zbpzx43flfaifddpftczprcome	159	33	and	and	CC
work_zbpzx43flfaifddpftczprcome	159	34	Y.	Y.	NNP
work_zbpzx43flfaifddpftczprcome	159	35	Similarity	Similarity	NNP
work_zbpzx43flfaifddpftczprcome	159	36	metric	metric	NN
work_zbpzx43flfaifddpftczprcome	159	37	Definition	Definition	NNP
work_zbpzx43flfaifddpftczprcome	159	38	Common	Common	NNP
work_zbpzx43flfaifddpftczprcome	159	39	neighbors	neighbor	NNS
work_zbpzx43flfaifddpftczprcome	159	40	jN(u	jn(u	NN
work_zbpzx43flfaifddpftczprcome	159	41	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	159	42	\	\	MD
work_zbpzx43flfaifddpftczprcome	159	43	N(v)j	N(v)j	NNP
work_zbpzx43flfaifddpftczprcome	159	44	Jaccard	Jaccard	NNP
work_zbpzx43flfaifddpftczprcome	159	45	coefficient	coefficient	VBD
work_zbpzx43flfaifddpftczprcome	159	46	jNðuÞ	jnðuþ	NN
work_zbpzx43flfaifddpftczprcome	159	47	\	\	NN
work_zbpzx43flfaifddpftczprcome	159	48	NðvÞj	NðvÞj	NNS
work_zbpzx43flfaifddpftczprcome	159	49	jNðuÞ	jnðuþ	NN
work_zbpzx43flfaifddpftczprcome	159	50	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	159	51	NðvÞj	NðvÞj	NNP
work_zbpzx43flfaifddpftczprcome	159	52	Adamic	Adamic	NNP
work_zbpzx43flfaifddpftczprcome	159	53	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	159	54	Adar	Adar	NNP
work_zbpzx43flfaifddpftczprcome	159	55	score	score	NN
work_zbpzx43flfaifddpftczprcome	159	56	X	x	NN
work_zbpzx43flfaifddpftczprcome	159	57	w2NðuÞ\NðvÞ	w2nðuþ\nðvþ	NN
work_zbpzx43flfaifddpftczprcome	159	58	1	1	CD
work_zbpzx43flfaifddpftczprcome	159	59	ln	ln	NN
work_zbpzx43flfaifddpftczprcome	159	60	jNðwÞj	jNðwÞj	NNP
work_zbpzx43flfaifddpftczprcome	159	61	Preferential	preferential	JJ
work_zbpzx43flfaifddpftczprcome	159	62	attachment	attachment	NN
work_zbpzx43flfaifddpftczprcome	159	63	jN(u)j	jn(u)j	NN
work_zbpzx43flfaifddpftczprcome	159	64	·	·	NFP
work_zbpzx43flfaifddpftczprcome	159	65	jN(v)j	jN(v)j	NNP
work_zbpzx43flfaifddpftczprcome	159	66	Graph	Graph	NNP
work_zbpzx43flfaifddpftczprcome	159	67	distance	distance	NN
work_zbpzx43flfaifddpftczprcome	159	68	Length	Length	NNP
work_zbpzx43flfaifddpftczprcome	159	69	of	of	IN
work_zbpzx43flfaifddpftczprcome	159	70	shortest	short	JJS
work_zbpzx43flfaifddpftczprcome	159	71	path	path	NN
work_zbpzx43flfaifddpftczprcome	159	72	between	between	IN
work_zbpzx43flfaifddpftczprcome	159	73	u	u	NN
work_zbpzx43flfaifddpftczprcome	159	74	and	and	CC
work_zbpzx43flfaifddpftczprcome	159	75	v	v	LS
work_zbpzx43flfaifddpftczprcome	159	76	Metric	metric	JJ
work_zbpzx43flfaifddpftczprcome	159	77	score	score	NN
work_zbpzx43flfaifddpftczprcome	159	78	1	1	CD
work_zbpzx43flfaifddpftczprcome	159	79	1	1	CD
work_zbpzx43flfaifddpftczprcome	159	80	þ	þ	NN
work_zbpzx43flfaifddpftczprcome	159	81	jjx	jjx	NNP
work_zbpzx43flfaifddpftczprcome	159	82	�	�	.
work_zbpzx43flfaifddpftczprcome	159	83	yjj	yjj	FW
work_zbpzx43flfaifddpftczprcome	159	84	Cosine	Cosine	NNP
work_zbpzx43flfaifddpftczprcome	159	85	score	score	NN
work_zbpzx43flfaifddpftczprcome	159	86	ðx	ðx	XX
work_zbpzx43flfaifddpftczprcome	159	87	;	;	:
work_zbpzx43flfaifddpftczprcome	159	88	yÞ	yÞ	NNP
work_zbpzx43flfaifddpftczprcome	159	89	jjxjjjjyjj	jjxjjjjyjj	NNP
work_zbpzx43flfaifddpftczprcome	159	90	Pearson	Pearson	NNP
work_zbpzx43flfaifddpftczprcome	159	91	coefficient	coefficient	NN
work_zbpzx43flfaifddpftczprcome	159	92	covðx	covðx	NN
work_zbpzx43flfaifddpftczprcome	159	93	;	;	:
work_zbpzx43flfaifddpftczprcome	159	94	yÞffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi	yÞffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi	NNP
work_zbpzx43flfaifddpftczprcome	159	95	covðx	covðx	JJ
work_zbpzx43flfaifddpftczprcome	159	96	;	;	:
work_zbpzx43flfaifddpftczprcome	159	97	xÞ	xÞ	NNP
work_zbpzx43flfaifddpftczprcome	159	98	p	p	NNP
work_zbpzx43flfaifddpftczprcome	159	99	�	�	NNP
work_zbpzx43flfaifddpftczprcome	159	100	ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi	ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi	NN
work_zbpzx43flfaifddpftczprcome	159	101	covðy	covðy	NN
work_zbpzx43flfaifddpftczprcome	159	102	;	;	:
work_zbpzx43flfaifddpftczprcome	159	103	yÞ	yÞ	NNP
work_zbpzx43flfaifddpftczprcome	159	104	p	p	DT
work_zbpzx43flfaifddpftczprcome	159	105	Generalized	Generalized	NNP
work_zbpzx43flfaifddpftczprcome	159	106	Jaccard	Jaccard	NNP
work_zbpzx43flfaifddpftczprcome	159	107	P	p	NN
work_zbpzx43flfaifddpftczprcome	159	108	minðxi	minðxi	NN
work_zbpzx43flfaifddpftczprcome	159	109	;	;	:
work_zbpzx43flfaifddpftczprcome	159	110	yiÞP	yiÞP	NNP
work_zbpzx43flfaifddpftczprcome	159	111	maxðxi	maxðxi	NNP
work_zbpzx43flfaifddpftczprcome	159	112	;	;	:
work_zbpzx43flfaifddpftczprcome	159	113	yiÞ	yiÞ	NNP
work_zbpzx43flfaifddpftczprcome	159	114	Table	table	NN
work_zbpzx43flfaifddpftczprcome	159	115	2	2	CD
work_zbpzx43flfaifddpftczprcome	159	116	Binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	159	117	operators	operator	NNS
work_zbpzx43flfaifddpftczprcome	159	118	for	for	IN
work_zbpzx43flfaifddpftczprcome	159	119	computing	compute	VBG
work_zbpzx43flfaifddpftczprcome	159	120	vectorized	vectorize	VBN
work_zbpzx43flfaifddpftczprcome	159	121	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	159	122	u	u	NNP
work_zbpzx43flfaifddpftczprcome	159	123	,	,	,
work_zbpzx43flfaifddpftczprcome	159	124	v)-edge	v)-edge	NNP
work_zbpzx43flfaifddpftczprcome	159	125	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	159	126	based	base	VBN
work_zbpzx43flfaifddpftczprcome	159	127	on	on	IN
work_zbpzx43flfaifddpftczprcome	159	128	node	node	JJ
work_zbpzx43flfaifddpftczprcome	159	129	attribute	attribute	NN
work_zbpzx43flfaifddpftczprcome	159	130	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	159	131	f(x	f(x	NNP
work_zbpzx43flfaifddpftczprcome	159	132	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	159	133	for	for	IN
work_zbpzx43flfaifddpftczprcome	159	134	ith	ith	NNP
work_zbpzx43flfaifddpftczprcome	159	135	component	component	NN
work_zbpzx43flfaifddpftczprcome	159	136	for	for	IN
work_zbpzx43flfaifddpftczprcome	159	137	f(u	f(u	NNP
work_zbpzx43flfaifddpftczprcome	159	138	,	,	,
work_zbpzx43flfaifddpftczprcome	159	139	v	v	LS
work_zbpzx43flfaifddpftczprcome	159	140	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	159	141	.	.	.
work_zbpzx43flfaifddpftczprcome	160	1	Symmetry	symmetry	VB
work_zbpzx43flfaifddpftczprcome	160	2	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	160	3	Definition	Definition	NNP
work_zbpzx43flfaifddpftczprcome	160	4	Average	Average	NNP
work_zbpzx43flfaifddpftczprcome	160	5	fiðuÞ	fiðuÞ	NNP
work_zbpzx43flfaifddpftczprcome	160	6	þ	þ	NN
work_zbpzx43flfaifddpftczprcome	160	7	fiðvÞ	fiðvÞ	NNP
work_zbpzx43flfaifddpftczprcome	160	8	2	2	CD
work_zbpzx43flfaifddpftczprcome	160	9	Hadamard	Hadamard	NNP
work_zbpzx43flfaifddpftczprcome	160	10	fi(u	fi(u	VBN
work_zbpzx43flfaifddpftczprcome	160	11	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	160	12	·	·	NFP
work_zbpzx43flfaifddpftczprcome	160	13	fi(v	fi(v	CD
work_zbpzx43flfaifddpftczprcome	160	14	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	160	15	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	160	16	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	160	17	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	160	18	jfi(u	jfi(u	NN
work_zbpzx43flfaifddpftczprcome	160	19	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	160	20	-	-	:
work_zbpzx43flfaifddpftczprcome	160	21	fi(v)j	fi(v)j	NNP
work_zbpzx43flfaifddpftczprcome	160	22	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	160	23	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	160	24	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	160	25	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	160	26	fi(u	fi(u	NNP
work_zbpzx43flfaifddpftczprcome	160	27	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	160	28	-	-	:
work_zbpzx43flfaifddpftczprcome	160	29	fi(v	fi(v	NN
work_zbpzx43flfaifddpftczprcome	160	30	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	160	31	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	160	32	2	2	CD
work_zbpzx43flfaifddpftczprcome	160	33	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	160	34	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	160	35	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	160	36	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	160	37	P	P	NNP
work_zbpzx43flfaifddpftczprcome	160	38	w2NðuÞ[fug	w2NðuÞ[fug	NNP
work_zbpzx43flfaifddpftczprcome	160	39	fiðwÞ	fiðwÞ	NNP
work_zbpzx43flfaifddpftczprcome	160	40	jNðuÞj	jNðuÞj	NNP
work_zbpzx43flfaifddpftczprcome	160	41	þ	þ	DT
work_zbpzx43flfaifddpftczprcome	160	42	1	1	CD
work_zbpzx43flfaifddpftczprcome	160	43	�	�	NNP
work_zbpzx43flfaifddpftczprcome	160	44	P	p	NN
work_zbpzx43flfaifddpftczprcome	160	45	t2NðvÞ[fvg	t2NðvÞ[fvg	NNP
work_zbpzx43flfaifddpftczprcome	160	46	fiðtÞ	fiðtÞ	NNP
work_zbpzx43flfaifddpftczprcome	160	47	jNðvÞj	jNðvÞj	NNS
work_zbpzx43flfaifddpftczprcome	160	48	þ	þ	DT
work_zbpzx43flfaifddpftczprcome	160	49	1	1	CD
work_zbpzx43flfaifddpftczprcome	160	50	�	�	NNS
work_zbpzx43flfaifddpftczprcome	160	51	�	�	JJ
work_zbpzx43flfaifddpftczprcome	160	52	�	�	JJ
work_zbpzx43flfaifddpftczprcome	160	53	�	�	VBZ
work_zbpzx43flfaifddpftczprcome	160	54	�	�	VBZ
work_zbpzx43flfaifddpftczprcome	160	55	�	�	JJ
work_zbpzx43flfaifddpftczprcome	160	56	�	�	JJ
work_zbpzx43flfaifddpftczprcome	160	57	�	�	NNP
work_zbpzx43flfaifddpftczprcome	160	58	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	160	59	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	160	60	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	160	61	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	160	62	P	P	NNP
work_zbpzx43flfaifddpftczprcome	160	63	w2NðuÞ[fug	w2NðuÞ[fug	NNP
work_zbpzx43flfaifddpftczprcome	160	64	fiðwÞ	fiðwÞ	NNP
work_zbpzx43flfaifddpftczprcome	160	65	jNðuÞj	jNðuÞj	NNP
work_zbpzx43flfaifddpftczprcome	160	66	þ	þ	DT
work_zbpzx43flfaifddpftczprcome	160	67	1	1	CD
work_zbpzx43flfaifddpftczprcome	160	68	�	�	NNP
work_zbpzx43flfaifddpftczprcome	160	69	P	p	NN
work_zbpzx43flfaifddpftczprcome	160	70	t2NðvÞ[fvg	t2NðvÞ[fvg	NNP
work_zbpzx43flfaifddpftczprcome	160	71	fiðtÞ	fiðtÞ	NNP
work_zbpzx43flfaifddpftczprcome	160	72	jNðvÞj	jNðvÞj	NNS
work_zbpzx43flfaifddpftczprcome	160	73	þ	þ	DT
work_zbpzx43flfaifddpftczprcome	160	74	1	1	CD
work_zbpzx43flfaifddpftczprcome	160	75	�	�	NNP
work_zbpzx43flfaifddpftczprcome	160	76	�	�	NNP
work_zbpzx43flfaifddpftczprcome	160	77	2	2	CD
work_zbpzx43flfaifddpftczprcome	160	78	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	160	79	et	et	NNP
work_zbpzx43flfaifddpftczprcome	160	80	al	al	NNP
work_zbpzx43flfaifddpftczprcome	160	81	.	.	.
work_zbpzx43flfaifddpftczprcome	161	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	161	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	161	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	161	4	,	,	,
work_zbpzx43flfaifddpftczprcome	161	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	161	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	161	7	.	.	.
work_zbpzx43flfaifddpftczprcome	162	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	162	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	162	3	,	,	,
work_zbpzx43flfaifddpftczprcome	162	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	162	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	162	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	162	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	162	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	162	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	162	10	8/20	8/20	CD
work_zbpzx43flfaifddpftczprcome	162	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	162	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	JJ
work_zbpzx43flfaifddpftczprcome	162	13	Overall	overall	JJ
work_zbpzx43flfaifddpftczprcome	162	14	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	162	15	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	162	16	contained	contain	VBD
work_zbpzx43flfaifddpftczprcome	162	17	several	several	JJ
work_zbpzx43flfaifddpftczprcome	162	18	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	162	19	spaces	space	NNS
work_zbpzx43flfaifddpftczprcome	162	20	described	describe	VBN
work_zbpzx43flfaifddpftczprcome	162	21	by	by	IN
work_zbpzx43flfaifddpftczprcome	162	22	the	the	DT
work_zbpzx43flfaifddpftczprcome	162	23	following	follow	VBG
work_zbpzx43flfaifddpftczprcome	162	24	List	list	NN
work_zbpzx43flfaifddpftczprcome	162	25	1	1	CD
work_zbpzx43flfaifddpftczprcome	162	26	:	:	:
work_zbpzx43flfaifddpftczprcome	162	27	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	162	28	1	1	LS
work_zbpzx43flfaifddpftczprcome	162	29	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	162	30	Edge	edge	NN
work_zbpzx43flfaifddpftczprcome	162	31	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	162	32	based	base	VBN
work_zbpzx43flfaifddpftczprcome	162	33	on	on	IN
work_zbpzx43flfaifddpftczprcome	162	34	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	162	35	node	node	NNP
work_zbpzx43flfaifddpftczprcome	162	36	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	162	37	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	162	38	2	2	LS
work_zbpzx43flfaifddpftczprcome	162	39	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	162	40	Edge	edge	NN
work_zbpzx43flfaifddpftczprcome	162	41	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	162	42	based	base	VBN
work_zbpzx43flfaifddpftczprcome	162	43	on	on	IN
work_zbpzx43flfaifddpftczprcome	162	44	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	162	45	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	162	46	for	for	IN
work_zbpzx43flfaifddpftczprcome	162	47	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	162	48	co	co	NN
work_zbpzx43flfaifddpftczprcome	162	49	-	-	JJ
work_zbpzx43flfaifddpftczprcome	162	50	occurrence	occurrence	JJ
work_zbpzx43flfaifddpftczprcome	162	51	network	network	NN
work_zbpzx43flfaifddpftczprcome	162	52	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	162	53	3	3	LS
work_zbpzx43flfaifddpftczprcome	162	54	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	162	55	Network	network	NN
work_zbpzx43flfaifddpftczprcome	162	56	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	162	57	scores	score	NNS
work_zbpzx43flfaifddpftczprcome	162	58	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	162	59	baselines	baseline	NNS
work_zbpzx43flfaifddpftczprcome	162	60	in	in	IN
work_zbpzx43flfaifddpftczprcome	162	61	Liben	Liben	NNP
work_zbpzx43flfaifddpftczprcome	162	62	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	162	63	Nowell	Nowell	NNP
work_zbpzx43flfaifddpftczprcome	162	64	&	&	CC
work_zbpzx43flfaifddpftczprcome	162	65	Kleinberg	Kleinberg	NNP
work_zbpzx43flfaifddpftczprcome	162	66	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	162	67	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	162	68	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	162	69	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	162	70	-	-	:
work_zbpzx43flfaifddpftczprcome	162	71	Common	common	JJ
work_zbpzx43flfaifddpftczprcome	162	72	neighbors	neighbor	NNS
work_zbpzx43flfaifddpftczprcome	162	73	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	162	74	Jaccard	Jaccard	NNP
work_zbpzx43flfaifddpftczprcome	162	75	’s	’s	POS
work_zbpzx43flfaifddpftczprcome	162	76	coefficient	coefficient	NN
work_zbpzx43flfaifddpftczprcome	162	77	-	-	:
work_zbpzx43flfaifddpftczprcome	162	78	Adamic	Adamic	NNP
work_zbpzx43flfaifddpftczprcome	162	79	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	162	80	Adar	Adar	NNP
work_zbpzx43flfaifddpftczprcome	162	81	score	score	NN
work_zbpzx43flfaifddpftczprcome	162	82	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	162	83	Preferential	preferential	JJ
work_zbpzx43flfaifddpftczprcome	162	84	attachment	attachment	NN
work_zbpzx43flfaifddpftczprcome	162	85	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	162	86	Graph	Graph	NNP
work_zbpzx43flfaifddpftczprcome	162	87	distance	distance	NN
work_zbpzx43flfaifddpftczprcome	162	88	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	162	89	4	4	LS
work_zbpzx43flfaifddpftczprcome	162	90	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	162	91	Author	author	NN
work_zbpzx43flfaifddpftczprcome	162	92	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	162	93	scores	score	NNS
work_zbpzx43flfaifddpftczprcome	162	94	-	-	:
work_zbpzx43flfaifddpftczprcome	162	95	Cosine	Cosine	NNP
work_zbpzx43flfaifddpftczprcome	162	96	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	162	97	-	-	:
work_zbpzx43flfaifddpftczprcome	162	98	Common	common	JJ
work_zbpzx43flfaifddpftczprcome	162	99	neighbors	neighbor	NNS
work_zbpzx43flfaifddpftczprcome	162	100	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	162	101	Jaccard	Jaccard	NNP
work_zbpzx43flfaifddpftczprcome	162	102	’s	’s	POS
work_zbpzx43flfaifddpftczprcome	162	103	generalized	generalize	VBN
work_zbpzx43flfaifddpftczprcome	162	104	coefficient	coefficient	NN
work_zbpzx43flfaifddpftczprcome	162	105	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	162	106	Pearson	Pearson	NNP
work_zbpzx43flfaifddpftczprcome	162	107	’s	’s	POS
work_zbpzx43flfaifddpftczprcome	162	108	correlation	correlation	NN
work_zbpzx43flfaifddpftczprcome	162	109	coefficient	coefficient	NN
work_zbpzx43flfaifddpftczprcome	162	110	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	162	111	Metric	metric	JJ
work_zbpzx43flfaifddpftczprcome	162	112	score	score	NN
work_zbpzx43flfaifddpftczprcome	162	113	TRAINING	training	NN
work_zbpzx43flfaifddpftczprcome	162	114	MODEL	model	NN
work_zbpzx43flfaifddpftczprcome	162	115	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	162	116	consider	consider	VBP
work_zbpzx43flfaifddpftczprcome	162	117	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	162	118	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	162	119	models	model	NNS
work_zbpzx43flfaifddpftczprcome	162	120	for	for	IN
work_zbpzx43flfaifddpftczprcome	162	121	binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	162	122	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	162	123	task	task	NN
work_zbpzx43flfaifddpftczprcome	162	124	of	of	IN
work_zbpzx43flfaifddpftczprcome	162	125	whether	whether	IN
work_zbpzx43flfaifddpftczprcome	162	126	for	for	IN
work_zbpzx43flfaifddpftczprcome	162	127	a	a	DT
work_zbpzx43flfaifddpftczprcome	162	128	given	give	VBN
work_zbpzx43flfaifddpftczprcome	162	129	pair	pair	NN
work_zbpzx43flfaifddpftczprcome	162	130	of	of	IN
work_zbpzx43flfaifddpftczprcome	162	131	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	162	132	there	there	EX
work_zbpzx43flfaifddpftczprcome	162	133	will	will	MD
work_zbpzx43flfaifddpftczprcome	162	134	be	be	VB
work_zbpzx43flfaifddpftczprcome	162	135	a	a	DT
work_zbpzx43flfaifddpftczprcome	162	136	link	link	NN
work_zbpzx43flfaifddpftczprcome	162	137	connecting	connect	VBG
work_zbpzx43flfaifddpftczprcome	162	138	them	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	162	139	based	base	VBN
work_zbpzx43flfaifddpftczprcome	162	140	on	on	IN
work_zbpzx43flfaifddpftczprcome	162	141	previous	previous	JJ
work_zbpzx43flfaifddpftczprcome	162	142	or	or	CC
work_zbpzx43flfaifddpftczprcome	162	143	current	current	JJ
work_zbpzx43flfaifddpftczprcome	162	144	co	co	JJ
work_zbpzx43flfaifddpftczprcome	162	145	-	-	JJ
work_zbpzx43flfaifddpftczprcome	162	146	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	162	147	network	network	NN
work_zbpzx43flfaifddpftczprcome	162	148	.	.	.
work_zbpzx43flfaifddpftczprcome	163	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	163	2	compare	compare	VBP
work_zbpzx43flfaifddpftczprcome	163	3	Logistic	Logistic	NNP
work_zbpzx43flfaifddpftczprcome	163	4	Regression	Regression	NNP
work_zbpzx43flfaifddpftczprcome	163	5	with	with	IN
work_zbpzx43flfaifddpftczprcome	163	6	Lasso	Lasso	NNP
work_zbpzx43flfaifddpftczprcome	163	7	regularization	regularization	NN
work_zbpzx43flfaifddpftczprcome	163	8	,	,	,
work_zbpzx43flfaifddpftczprcome	163	9	Random	Random	NNP
work_zbpzx43flfaifddpftczprcome	163	10	Forest	Forest	NNP
work_zbpzx43flfaifddpftczprcome	163	11	,	,	,
work_zbpzx43flfaifddpftczprcome	163	12	Extreme	Extreme	NNP
work_zbpzx43flfaifddpftczprcome	163	13	Gradient	Gradient	NNP
work_zbpzx43flfaifddpftczprcome	163	14	Boosting	Boosting	NNP
work_zbpzx43flfaifddpftczprcome	163	15	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	163	16	XGBoost	XGBoost	NNP
work_zbpzx43flfaifddpftczprcome	163	17	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	163	18	,	,	,
work_zbpzx43flfaifddpftczprcome	163	19	and	and	CC
work_zbpzx43flfaifddpftczprcome	163	20	Support	Support	NNP
work_zbpzx43flfaifddpftczprcome	163	21	Vector	Vector	NNP
work_zbpzx43flfaifddpftczprcome	163	22	Machine	Machine	NNP
work_zbpzx43flfaifddpftczprcome	163	23	,	,	,
work_zbpzx43flfaifddpftczprcome	163	24	in	in	IN
work_zbpzx43flfaifddpftczprcome	163	25	short	short	JJ
work_zbpzx43flfaifddpftczprcome	163	26	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	163	27	,	,	,
work_zbpzx43flfaifddpftczprcome	163	28	models	model	NNS
work_zbpzx43flfaifddpftczprcome	163	29	.	.	.
work_zbpzx43flfaifddpftczprcome	164	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	164	2	use	use	VBP
work_zbpzx43flfaifddpftczprcome	164	3	most	most	RBS
work_zbpzx43flfaifddpftczprcome	164	4	common	common	JJ
work_zbpzx43flfaifddpftczprcome	164	5	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	164	6	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	164	7	frameworks	framework	NNS
work_zbpzx43flfaifddpftczprcome	164	8	which	which	WDT
work_zbpzx43flfaifddpftczprcome	164	9	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	164	10	shortly	shortly	RB
work_zbpzx43flfaifddpftczprcome	164	11	describe	describe	VBP
work_zbpzx43flfaifddpftczprcome	164	12	below	below	RB
work_zbpzx43flfaifddpftczprcome	164	13	.	.	.
work_zbpzx43flfaifddpftczprcome	165	1	Logistic	Logistic	NNP
work_zbpzx43flfaifddpftczprcome	165	2	Lasso	Lasso	NNP
work_zbpzx43flfaifddpftczprcome	165	3	Regression	Regression	NNP
work_zbpzx43flfaifddpftczprcome	165	4	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	165	5	a	a	DT
work_zbpzx43flfaifddpftczprcome	165	6	kind	kind	NN
work_zbpzx43flfaifddpftczprcome	165	7	of	of	IN
work_zbpzx43flfaifddpftczprcome	165	8	linear	linear	JJ
work_zbpzx43flfaifddpftczprcome	165	9	model	model	NN
work_zbpzx43flfaifddpftczprcome	165	10	with	with	IN
work_zbpzx43flfaifddpftczprcome	165	11	a	a	DT
work_zbpzx43flfaifddpftczprcome	165	12	logit	logit	JJ
work_zbpzx43flfaifddpftczprcome	165	13	target	target	NN
work_zbpzx43flfaifddpftczprcome	165	14	function	function	NN
work_zbpzx43flfaifddpftczprcome	165	15	,	,	,
work_zbpzx43flfaifddpftczprcome	165	16	in	in	IN
work_zbpzx43flfaifddpftczprcome	165	17	addition	addition	NN
work_zbpzx43flfaifddpftczprcome	165	18	,	,	,
work_zbpzx43flfaifddpftczprcome	165	19	Lasso	Lasso	NNP
work_zbpzx43flfaifddpftczprcome	165	20	regularization	regularization	NN
work_zbpzx43flfaifddpftczprcome	165	21	sets	set	VBZ
work_zbpzx43flfaifddpftczprcome	165	22	some	some	DT
work_zbpzx43flfaifddpftczprcome	165	23	coefficients	coefficient	NNS
work_zbpzx43flfaifddpftczprcome	165	24	to	to	IN
work_zbpzx43flfaifddpftczprcome	165	25	zero	zero	CD
work_zbpzx43flfaifddpftczprcome	165	26	,	,	,
work_zbpzx43flfaifddpftczprcome	165	27	effectively	effectively	RB
work_zbpzx43flfaifddpftczprcome	165	28	choosing	choose	VBG
work_zbpzx43flfaifddpftczprcome	165	29	a	a	DT
work_zbpzx43flfaifddpftczprcome	165	30	simpler	simple	JJR
work_zbpzx43flfaifddpftczprcome	165	31	model	model	NN
work_zbpzx43flfaifddpftczprcome	165	32	that	that	WDT
work_zbpzx43flfaifddpftczprcome	165	33	reduces	reduce	VBZ
work_zbpzx43flfaifddpftczprcome	165	34	number	number	NN
work_zbpzx43flfaifddpftczprcome	165	35	of	of	IN
work_zbpzx43flfaifddpftczprcome	165	36	coefficients	coefficient	NNS
work_zbpzx43flfaifddpftczprcome	165	37	.	.	.
work_zbpzx43flfaifddpftczprcome	166	1	Random	Random	NNP
work_zbpzx43flfaifddpftczprcome	166	2	Forest	Forest	NNP
work_zbpzx43flfaifddpftczprcome	166	3	and	and	CC
work_zbpzx43flfaifddpftczprcome	166	4	Gradient	Gradient	NNP
work_zbpzx43flfaifddpftczprcome	166	5	Boosting	Boosting	NNP
work_zbpzx43flfaifddpftczprcome	166	6	are	be	VBP
work_zbpzx43flfaifddpftczprcome	166	7	an	an	DT
work_zbpzx43flfaifddpftczprcome	166	8	ensemble	ensemble	JJ
work_zbpzx43flfaifddpftczprcome	166	9	learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	166	10	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	166	11	.	.	.
work_zbpzx43flfaifddpftczprcome	167	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	167	2	former	former	JJ
work_zbpzx43flfaifddpftczprcome	167	3	operates	operate	VBZ
work_zbpzx43flfaifddpftczprcome	167	4	by	by	IN
work_zbpzx43flfaifddpftczprcome	167	5	constructing	construct	VBG
work_zbpzx43flfaifddpftczprcome	167	6	a	a	DT
work_zbpzx43flfaifddpftczprcome	167	7	multitude	multitude	NN
work_zbpzx43flfaifddpftczprcome	167	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	167	9	decision	decision	NN
work_zbpzx43flfaifddpftczprcome	167	10	trees	tree	NNS
work_zbpzx43flfaifddpftczprcome	167	11	,	,	,
work_zbpzx43flfaifddpftczprcome	167	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	167	13	latter	latter	JJ
work_zbpzx43flfaifddpftczprcome	167	14	combines	combine	VBZ
work_zbpzx43flfaifddpftczprcome	167	15	several	several	JJ
work_zbpzx43flfaifddpftczprcome	167	16	weak	weak	JJ
work_zbpzx43flfaifddpftczprcome	167	17	models	model	NNS
work_zbpzx43flfaifddpftczprcome	167	18	building	build	VBG
work_zbpzx43flfaifddpftczprcome	167	19	the	the	DT
work_zbpzx43flfaifddpftczprcome	167	20	model	model	NN
work_zbpzx43flfaifddpftczprcome	167	21	in	in	IN
work_zbpzx43flfaifddpftczprcome	167	22	a	a	DT
work_zbpzx43flfaifddpftczprcome	167	23	stage	stage	NN
work_zbpzx43flfaifddpftczprcome	167	24	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	167	25	wise	wise	JJ
work_zbpzx43flfaifddpftczprcome	167	26	fashion	fashion	NN
work_zbpzx43flfaifddpftczprcome	167	27	and	and	CC
work_zbpzx43flfaifddpftczprcome	167	28	generalizes	generalize	VBZ
work_zbpzx43flfaifddpftczprcome	167	29	them	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	167	30	by	by	IN
work_zbpzx43flfaifddpftczprcome	167	31	allowing	allow	VBG
work_zbpzx43flfaifddpftczprcome	167	32	optimization	optimization	NN
work_zbpzx43flfaifddpftczprcome	167	33	of	of	IN
work_zbpzx43flfaifddpftczprcome	167	34	an	an	DT
work_zbpzx43flfaifddpftczprcome	167	35	arbitrary	arbitrary	JJ
work_zbpzx43flfaifddpftczprcome	167	36	differentiable	differentiable	JJ
work_zbpzx43flfaifddpftczprcome	167	37	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	167	38	function	function	NN
work_zbpzx43flfaifddpftczprcome	167	39	.	.	.
work_zbpzx43flfaifddpftczprcome	168	1	Random	Random	NNP
work_zbpzx43flfaifddpftczprcome	168	2	Forest	Forest	NNP
work_zbpzx43flfaifddpftczprcome	168	3	adds	add	VBZ
work_zbpzx43flfaifddpftczprcome	168	4	additional	additional	JJ
work_zbpzx43flfaifddpftczprcome	168	5	randomness	randomness	NN
work_zbpzx43flfaifddpftczprcome	168	6	to	to	IN
work_zbpzx43flfaifddpftczprcome	168	7	the	the	DT
work_zbpzx43flfaifddpftczprcome	168	8	model	model	NN
work_zbpzx43flfaifddpftczprcome	168	9	,	,	,
work_zbpzx43flfaifddpftczprcome	168	10	while	while	IN
work_zbpzx43flfaifddpftczprcome	168	11	growing	grow	VBG
work_zbpzx43flfaifddpftczprcome	168	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	168	13	trees	tree	NNS
work_zbpzx43flfaifddpftczprcome	168	14	.	.	.
work_zbpzx43flfaifddpftczprcome	169	1	Instead	instead	RB
work_zbpzx43flfaifddpftczprcome	169	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	169	3	searching	search	VBG
work_zbpzx43flfaifddpftczprcome	169	4	for	for	IN
work_zbpzx43flfaifddpftczprcome	169	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	169	6	most	most	RBS
work_zbpzx43flfaifddpftczprcome	169	7	important	important	JJ
work_zbpzx43flfaifddpftczprcome	169	8	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	169	9	while	while	IN
work_zbpzx43flfaifddpftczprcome	169	10	splitting	split	VBG
work_zbpzx43flfaifddpftczprcome	169	11	a	a	DT
work_zbpzx43flfaifddpftczprcome	169	12	node	node	NN
work_zbpzx43flfaifddpftczprcome	169	13	,	,	,
work_zbpzx43flfaifddpftczprcome	169	14	it	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	169	15	searches	search	VBZ
work_zbpzx43flfaifddpftczprcome	169	16	for	for	IN
work_zbpzx43flfaifddpftczprcome	169	17	the	the	DT
work_zbpzx43flfaifddpftczprcome	169	18	best	good	JJS
work_zbpzx43flfaifddpftczprcome	169	19	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	169	20	among	among	IN
work_zbpzx43flfaifddpftczprcome	169	21	a	a	DT
work_zbpzx43flfaifddpftczprcome	169	22	random	random	JJ
work_zbpzx43flfaifddpftczprcome	169	23	subset	subset	NN
work_zbpzx43flfaifddpftczprcome	169	24	of	of	IN
work_zbpzx43flfaifddpftczprcome	169	25	features	feature	NNS
work_zbpzx43flfaifddpftczprcome	169	26	.	.	.
work_zbpzx43flfaifddpftczprcome	170	1	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	170	2	constructs	construct	VBZ
work_zbpzx43flfaifddpftczprcome	170	3	a	a	DT
work_zbpzx43flfaifddpftczprcome	170	4	hyperplane	hyperplane	NN
work_zbpzx43flfaifddpftczprcome	170	5	that	that	WDT
work_zbpzx43flfaifddpftczprcome	170	6	has	have	VBZ
work_zbpzx43flfaifddpftczprcome	170	7	the	the	DT
work_zbpzx43flfaifddpftczprcome	170	8	largest	large	JJS
work_zbpzx43flfaifddpftczprcome	170	9	distance	distance	NN
work_zbpzx43flfaifddpftczprcome	170	10	to	to	IN
work_zbpzx43flfaifddpftczprcome	170	11	the	the	DT
work_zbpzx43flfaifddpftczprcome	170	12	nearest	near	JJS
work_zbpzx43flfaifddpftczprcome	170	13	training	training	NN
work_zbpzx43flfaifddpftczprcome	170	14	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	170	15	data	data	NN
work_zbpzx43flfaifddpftczprcome	170	16	point	point	NN
work_zbpzx43flfaifddpftczprcome	170	17	of	of	IN
work_zbpzx43flfaifddpftczprcome	170	18	any	any	DT
work_zbpzx43flfaifddpftczprcome	170	19	class	class	NN
work_zbpzx43flfaifddpftczprcome	170	20	when	when	WRB
work_zbpzx43flfaifddpftczprcome	170	21	it	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	170	22	achieves	achieve	VBZ
work_zbpzx43flfaifddpftczprcome	170	23	a	a	DT
work_zbpzx43flfaifddpftczprcome	170	24	good	good	JJ
work_zbpzx43flfaifddpftczprcome	170	25	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	170	26	.	.	.
work_zbpzx43flfaifddpftczprcome	171	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	171	2	use	use	VBP
work_zbpzx43flfaifddpftczprcome	171	3	standard	standard	JJ
work_zbpzx43flfaifddpftczprcome	171	4	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	171	5	performance	performance	NN
work_zbpzx43flfaifddpftczprcome	171	6	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	171	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	171	8	evaluating	evaluate	VBG
work_zbpzx43flfaifddpftczprcome	171	9	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	171	10	such	such	JJ
work_zbpzx43flfaifddpftczprcome	171	11	as	as	IN
work_zbpzx43flfaifddpftczprcome	171	12	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	171	13	,	,	,
work_zbpzx43flfaifddpftczprcome	171	14	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	171	15	,	,	,
work_zbpzx43flfaifddpftczprcome	171	16	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	171	17	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	171	18	micro	micro	NN
work_zbpzx43flfaifddpftczprcome	171	19	,	,	,
work_zbpzx43flfaifddpftczprcome	171	20	macro	macro	JJ
work_zbpzx43flfaifddpftczprcome	171	21	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	171	22	,	,	,
work_zbpzx43flfaifddpftczprcome	171	23	Log	log	NN
work_zbpzx43flfaifddpftczprcome	171	24	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	171	25	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	171	26	,	,	,
work_zbpzx43flfaifddpftczprcome	171	27	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	171	28	–	–	:
work_zbpzx43flfaifddpftczprcome	171	29	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	171	30	.	.	.
work_zbpzx43flfaifddpftczprcome	172	1	Next	next	RB
work_zbpzx43flfaifddpftczprcome	172	2	,	,	,
work_zbpzx43flfaifddpftczprcome	172	3	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	172	4	shortly	shortly	RB
work_zbpzx43flfaifddpftczprcome	172	5	define	define	VBP
work_zbpzx43flfaifddpftczprcome	172	6	them	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	172	7	.	.	.
work_zbpzx43flfaifddpftczprcome	173	1	Precision	precision	NN
work_zbpzx43flfaifddpftczprcome	173	2	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	173	3	a	a	DT
work_zbpzx43flfaifddpftczprcome	173	4	measure	measure	NN
work_zbpzx43flfaifddpftczprcome	173	5	that	that	WDT
work_zbpzx43flfaifddpftczprcome	173	6	tells	tell	VBZ
work_zbpzx43flfaifddpftczprcome	173	7	us	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	173	8	what	what	WDT
work_zbpzx43flfaifddpftczprcome	173	9	proportion	proportion	NN
work_zbpzx43flfaifddpftczprcome	173	10	of	of	IN
work_zbpzx43flfaifddpftczprcome	173	11	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	173	12	that	that	WDT
work_zbpzx43flfaifddpftczprcome	173	13	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	173	14	diagnosed	diagnose	VBD
work_zbpzx43flfaifddpftczprcome	173	15	as	as	IN
work_zbpzx43flfaifddpftczprcome	173	16	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	173	17	,	,	,
work_zbpzx43flfaifddpftczprcome	173	18	actually	actually	RB
work_zbpzx43flfaifddpftczprcome	173	19	had	have	VBD
work_zbpzx43flfaifddpftczprcome	173	20	existed	exist	VBN
work_zbpzx43flfaifddpftczprcome	173	21	.	.	.
work_zbpzx43flfaifddpftczprcome	174	1	Accuracy	accuracy	NN
work_zbpzx43flfaifddpftczprcome	174	2	in	in	IN
work_zbpzx43flfaifddpftczprcome	174	3	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	174	4	problems	problem	NNS
work_zbpzx43flfaifddpftczprcome	174	5	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	174	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	174	7	number	number	NN
work_zbpzx43flfaifddpftczprcome	174	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	174	9	correct	correct	JJ
work_zbpzx43flfaifddpftczprcome	174	10	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	174	11	et	et	NNP
work_zbpzx43flfaifddpftczprcome	174	12	al	al	NNP
work_zbpzx43flfaifddpftczprcome	174	13	.	.	.
work_zbpzx43flfaifddpftczprcome	175	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	175	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	175	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	175	4	,	,	,
work_zbpzx43flfaifddpftczprcome	175	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	175	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	175	7	.	.	.
work_zbpzx43flfaifddpftczprcome	176	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	176	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	176	3	,	,	,
work_zbpzx43flfaifddpftczprcome	176	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	176	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	176	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	176	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	176	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	176	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	176	10	9/20	9/20	CD
work_zbpzx43flfaifddpftczprcome	176	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	176	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_zbpzx43flfaifddpftczprcome	176	13	predictions	prediction	NNS
work_zbpzx43flfaifddpftczprcome	176	14	made	make	VBN
work_zbpzx43flfaifddpftczprcome	176	15	by	by	IN
work_zbpzx43flfaifddpftczprcome	176	16	the	the	DT
work_zbpzx43flfaifddpftczprcome	176	17	model	model	NN
work_zbpzx43flfaifddpftczprcome	176	18	over	over	IN
work_zbpzx43flfaifddpftczprcome	176	19	all	all	DT
work_zbpzx43flfaifddpftczprcome	176	20	kinds	kind	NNS
work_zbpzx43flfaifddpftczprcome	176	21	predictions	prediction	NNS
work_zbpzx43flfaifddpftczprcome	176	22	made	make	VBN
work_zbpzx43flfaifddpftczprcome	176	23	.	.	.
work_zbpzx43flfaifddpftczprcome	177	1	Recall	recall	NN
work_zbpzx43flfaifddpftczprcome	177	2	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	177	3	a	a	DT
work_zbpzx43flfaifddpftczprcome	177	4	measure	measure	NN
work_zbpzx43flfaifddpftczprcome	177	5	that	that	WDT
work_zbpzx43flfaifddpftczprcome	177	6	tells	tell	VBZ
work_zbpzx43flfaifddpftczprcome	177	7	us	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	177	8	what	what	WDT
work_zbpzx43flfaifddpftczprcome	177	9	proportion	proportion	NN
work_zbpzx43flfaifddpftczprcome	177	10	of	of	IN
work_zbpzx43flfaifddpftczprcome	177	11	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	177	12	that	that	WDT
work_zbpzx43flfaifddpftczprcome	177	13	actually	actually	RB
work_zbpzx43flfaifddpftczprcome	177	14	had	have	VBD
work_zbpzx43flfaifddpftczprcome	177	15	existed	exist	VBN
work_zbpzx43flfaifddpftczprcome	177	16	was	be	VBD
work_zbpzx43flfaifddpftczprcome	177	17	diagnosed	diagnose	VBN
work_zbpzx43flfaifddpftczprcome	177	18	by	by	IN
work_zbpzx43flfaifddpftczprcome	177	19	the	the	DT
work_zbpzx43flfaifddpftczprcome	177	20	algorithm	algorithm	NN
work_zbpzx43flfaifddpftczprcome	177	21	as	as	IN
work_zbpzx43flfaifddpftczprcome	177	22	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	177	23	.	.	.
work_zbpzx43flfaifddpftczprcome	178	1	To	to	TO
work_zbpzx43flfaifddpftczprcome	178	2	balance	balance	VB
work_zbpzx43flfaifddpftczprcome	178	3	these	these	DT
work_zbpzx43flfaifddpftczprcome	178	4	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	178	5	,	,	,
work_zbpzx43flfaifddpftczprcome	178	6	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	178	7	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	178	8	calculated	calculate	VBN
work_zbpzx43flfaifddpftczprcome	178	9	as	as	IN
work_zbpzx43flfaifddpftczprcome	178	10	a	a	DT
work_zbpzx43flfaifddpftczprcome	178	11	weighted	weighted	JJ
work_zbpzx43flfaifddpftczprcome	178	12	mean	mean	NN
work_zbpzx43flfaifddpftczprcome	178	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	178	14	the	the	DT
work_zbpzx43flfaifddpftczprcome	178	15	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	178	16	and	and	CC
work_zbpzx43flfaifddpftczprcome	178	17	Recall	Recall	NNP
work_zbpzx43flfaifddpftczprcome	178	18	.	.	.
work_zbpzx43flfaifddpftczprcome	179	1	Micro	micro	JJ
work_zbpzx43flfaifddpftczprcome	179	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	179	3	averaged	average	VBN
work_zbpzx43flfaifddpftczprcome	179	4	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	179	5	are	be	VBP
work_zbpzx43flfaifddpftczprcome	179	6	usually	usually	RB
work_zbpzx43flfaifddpftczprcome	179	7	more	more	RBR
work_zbpzx43flfaifddpftczprcome	179	8	useful	useful	JJ
work_zbpzx43flfaifddpftczprcome	179	9	if	if	IN
work_zbpzx43flfaifddpftczprcome	179	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	179	11	classes	class	NNS
work_zbpzx43flfaifddpftczprcome	179	12	distribution	distribution	NN
work_zbpzx43flfaifddpftczprcome	179	13	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	179	14	uneven	uneven	JJ
work_zbpzx43flfaifddpftczprcome	179	15	by	by	IN
work_zbpzx43flfaifddpftczprcome	179	16	calculating	calculate	VBG
work_zbpzx43flfaifddpftczprcome	179	17	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	179	18	globally	globally	RB
work_zbpzx43flfaifddpftczprcome	179	19	to	to	TO
work_zbpzx43flfaifddpftczprcome	179	20	count	count	VB
work_zbpzx43flfaifddpftczprcome	179	21	true	true	JJ
work_zbpzx43flfaifddpftczprcome	179	22	and	and	CC
work_zbpzx43flfaifddpftczprcome	179	23	false	false	JJ
work_zbpzx43flfaifddpftczprcome	179	24	predictions	prediction	NNS
work_zbpzx43flfaifddpftczprcome	179	25	,	,	,
work_zbpzx43flfaifddpftczprcome	179	26	macro	macro	NN
work_zbpzx43flfaifddpftczprcome	179	27	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	179	28	averaged	averaged	JJ
work_zbpzx43flfaifddpftczprcome	179	29	are	be	VBP
work_zbpzx43flfaifddpftczprcome	179	30	used	use	VBN
work_zbpzx43flfaifddpftczprcome	179	31	when	when	WRB
work_zbpzx43flfaifddpftczprcome	179	32	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	179	33	want	want	VBP
work_zbpzx43flfaifddpftczprcome	179	34	to	to	TO
work_zbpzx43flfaifddpftczprcome	179	35	evaluate	evaluate	VB
work_zbpzx43flfaifddpftczprcome	179	36	systems	system	NNS
work_zbpzx43flfaifddpftczprcome	179	37	performance	performance	NN
work_zbpzx43flfaifddpftczprcome	179	38	across	across	IN
work_zbpzx43flfaifddpftczprcome	179	39	on	on	IN
work_zbpzx43flfaifddpftczprcome	179	40	different	different	JJ
work_zbpzx43flfaifddpftczprcome	179	41	classes	class	NNS
work_zbpzx43flfaifddpftczprcome	179	42	by	by	IN
work_zbpzx43flfaifddpftczprcome	179	43	calculating	calculate	VBG
work_zbpzx43flfaifddpftczprcome	179	44	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	179	45	for	for	IN
work_zbpzx43flfaifddpftczprcome	179	46	each	each	DT
work_zbpzx43flfaifddpftczprcome	179	47	label	label	NN
work_zbpzx43flfaifddpftczprcome	179	48	.	.	.
work_zbpzx43flfaifddpftczprcome	180	1	Log	log	NN
work_zbpzx43flfaifddpftczprcome	180	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	180	3	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	180	4	,	,	,
work_zbpzx43flfaifddpftczprcome	180	5	or	or	CC
work_zbpzx43flfaifddpftczprcome	180	6	logarithmic	logarithmic	JJ
work_zbpzx43flfaifddpftczprcome	180	7	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	180	8	,	,	,
work_zbpzx43flfaifddpftczprcome	180	9	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	180	10	a	a	DT
work_zbpzx43flfaifddpftczprcome	180	11	“	"	``
work_zbpzx43flfaifddpftczprcome	180	12	soft	soft	JJ
work_zbpzx43flfaifddpftczprcome	180	13	”	"	''
work_zbpzx43flfaifddpftczprcome	180	14	measurement	measurement	NN
work_zbpzx43flfaifddpftczprcome	180	15	of	of	IN
work_zbpzx43flfaifddpftczprcome	180	16	accuracy	accuracy	NN
work_zbpzx43flfaifddpftczprcome	180	17	that	that	WDT
work_zbpzx43flfaifddpftczprcome	180	18	integrates	integrate	VBZ
work_zbpzx43flfaifddpftczprcome	180	19	the	the	DT
work_zbpzx43flfaifddpftczprcome	180	20	idea	idea	NN
work_zbpzx43flfaifddpftczprcome	180	21	of	of	IN
work_zbpzx43flfaifddpftczprcome	180	22	probabilistic	probabilistic	JJ
work_zbpzx43flfaifddpftczprcome	180	23	confidence	confidence	NN
work_zbpzx43flfaifddpftczprcome	180	24	.	.	.
work_zbpzx43flfaifddpftczprcome	181	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	181	2	binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	181	3	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	181	4	Log	log	NN
work_zbpzx43flfaifddpftczprcome	181	5	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	181	6	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	181	7	can	can	MD
work_zbpzx43flfaifddpftczprcome	181	8	be	be	VB
work_zbpzx43flfaifddpftczprcome	181	9	calculated	calculate	VBN
work_zbpzx43flfaifddpftczprcome	181	10	as	as	IN
work_zbpzx43flfaifddpftczprcome	181	11	�	�	NNP
work_zbpzx43flfaifddpftczprcome	181	12	1N	1n	NN
work_zbpzx43flfaifddpftczprcome	181	13	�	�	JJ
work_zbpzx43flfaifddpftczprcome	181	14	PN	PN	NNP
work_zbpzx43flfaifddpftczprcome	181	15	i¼1ðyi	i¼1ðyi	NNS
work_zbpzx43flfaifddpftczprcome	181	16	�	�	NNP
work_zbpzx43flfaifddpftczprcome	181	17	logðpiÞ	logðpiÞ	NNP
work_zbpzx43flfaifddpftczprcome	181	18	þ	þ	DT
work_zbpzx43flfaifddpftczprcome	181	19	ð1	ð1	NN
work_zbpzx43flfaifddpftczprcome	181	20	�	�	.
work_zbpzx43flfaifddpftczprcome	181	21	yiÞ	yiþ	JJ
work_zbpzx43flfaifddpftczprcome	181	22	�	�	NN
work_zbpzx43flfaifddpftczprcome	181	23	logð1	logð1	IN
work_zbpzx43flfaifddpftczprcome	181	24	�	�	NNP
work_zbpzx43flfaifddpftczprcome	181	25	piÞÞ	piþþ	NN
work_zbpzx43flfaifddpftczprcome	181	26	,	,	,
work_zbpzx43flfaifddpftczprcome	181	27	where	where	WRB
work_zbpzx43flfaifddpftczprcome	181	28	yi	yi	NNP
work_zbpzx43flfaifddpftczprcome	181	29	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	181	30	a	a	DT
work_zbpzx43flfaifddpftczprcome	181	31	binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	181	32	indicator	indicator	NN
work_zbpzx43flfaifddpftczprcome	181	33	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	181	34	0	0	CD
work_zbpzx43flfaifddpftczprcome	181	35	or	or	CC
work_zbpzx43flfaifddpftczprcome	181	36	1	1	CD
work_zbpzx43flfaifddpftczprcome	181	37	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	181	38	checking	check	VBG
work_zbpzx43flfaifddpftczprcome	181	39	the	the	DT
work_zbpzx43flfaifddpftczprcome	181	40	correctness	correctness	NN
work_zbpzx43flfaifddpftczprcome	181	41	of	of	IN
work_zbpzx43flfaifddpftczprcome	181	42	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	181	43	for	for	IN
work_zbpzx43flfaifddpftczprcome	181	44	observation	observation	NN
work_zbpzx43flfaifddpftczprcome	181	45	i	i	NNP
work_zbpzx43flfaifddpftczprcome	181	46	,	,	,
work_zbpzx43flfaifddpftczprcome	181	47	pi	pi	NNP
work_zbpzx43flfaifddpftczprcome	181	48	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	181	49	a	a	DT
work_zbpzx43flfaifddpftczprcome	181	50	predicted	predict	VBN
work_zbpzx43flfaifddpftczprcome	181	51	probability	probability	NN
work_zbpzx43flfaifddpftczprcome	181	52	observation	observation	NN
work_zbpzx43flfaifddpftczprcome	181	53	i	i	PRP
work_zbpzx43flfaifddpftczprcome	181	54	for	for	IN
work_zbpzx43flfaifddpftczprcome	181	55	a	a	DT
work_zbpzx43flfaifddpftczprcome	181	56	given	give	VBN
work_zbpzx43flfaifddpftczprcome	181	57	class	class	NN
work_zbpzx43flfaifddpftczprcome	181	58	.	.	.
work_zbpzx43flfaifddpftczprcome	182	1	Log	log	NN
work_zbpzx43flfaifddpftczprcome	182	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	182	3	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	182	4	measures	measure	NNS
work_zbpzx43flfaifddpftczprcome	182	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	182	6	unpredictability	unpredictability	NN
work_zbpzx43flfaifddpftczprcome	182	7	of	of	IN
work_zbpzx43flfaifddpftczprcome	182	8	the	the	DT
work_zbpzx43flfaifddpftczprcome	182	9	“	"	``
work_zbpzx43flfaifddpftczprcome	182	10	extra	extra	JJ
work_zbpzx43flfaifddpftczprcome	182	11	noise	noise	NN
work_zbpzx43flfaifddpftczprcome	182	12	”	"	''
work_zbpzx43flfaifddpftczprcome	182	13	that	that	WDT
work_zbpzx43flfaifddpftczprcome	182	14	comes	come	VBZ
work_zbpzx43flfaifddpftczprcome	182	15	from	from	IN
work_zbpzx43flfaifddpftczprcome	182	16	using	use	VBG
work_zbpzx43flfaifddpftczprcome	182	17	a	a	DT
work_zbpzx43flfaifddpftczprcome	182	18	predictor	predictor	NN
work_zbpzx43flfaifddpftczprcome	182	19	as	as	IN
work_zbpzx43flfaifddpftczprcome	182	20	opposed	oppose	VBN
work_zbpzx43flfaifddpftczprcome	182	21	to	to	IN
work_zbpzx43flfaifddpftczprcome	182	22	the	the	DT
work_zbpzx43flfaifddpftczprcome	182	23	true	true	JJ
work_zbpzx43flfaifddpftczprcome	182	24	labels	label	NNS
work_zbpzx43flfaifddpftczprcome	182	25	.	.	.
work_zbpzx43flfaifddpftczprcome	183	1	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	183	2	–	–	:
work_zbpzx43flfaifddpftczprcome	183	3	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	183	4	,	,	,
work_zbpzx43flfaifddpftczprcome	183	5	aka	aka	DT
work_zbpzx43flfaifddpftczprcome	183	6	area	area	NN
work_zbpzx43flfaifddpftczprcome	183	7	under	under	IN
work_zbpzx43flfaifddpftczprcome	183	8	the	the	DT
work_zbpzx43flfaifddpftczprcome	183	9	receiver	receiver	NN
work_zbpzx43flfaifddpftczprcome	183	10	operating	operate	VBG
work_zbpzx43flfaifddpftczprcome	183	11	characteristic	characteristic	JJ
work_zbpzx43flfaifddpftczprcome	183	12	curve	curve	NN
work_zbpzx43flfaifddpftczprcome	183	13	,	,	,
work_zbpzx43flfaifddpftczprcome	183	14	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	183	15	equal	equal	JJ
work_zbpzx43flfaifddpftczprcome	183	16	to	to	IN
work_zbpzx43flfaifddpftczprcome	183	17	the	the	DT
work_zbpzx43flfaifddpftczprcome	183	18	probability	probability	NN
work_zbpzx43flfaifddpftczprcome	183	19	that	that	IN
work_zbpzx43flfaifddpftczprcome	183	20	a	a	DT
work_zbpzx43flfaifddpftczprcome	183	21	classifier	classifier	NN
work_zbpzx43flfaifddpftczprcome	183	22	will	will	MD
work_zbpzx43flfaifddpftczprcome	183	23	rank	rank	VB
work_zbpzx43flfaifddpftczprcome	183	24	a	a	DT
work_zbpzx43flfaifddpftczprcome	183	25	randomly	randomly	RB
work_zbpzx43flfaifddpftczprcome	183	26	chosen	choose	VBN
work_zbpzx43flfaifddpftczprcome	183	27	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	183	28	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	183	29	higher	higher	RBR
work_zbpzx43flfaifddpftczprcome	183	30	than	than	IN
work_zbpzx43flfaifddpftczprcome	183	31	a	a	DT
work_zbpzx43flfaifddpftczprcome	183	32	randomly	randomly	RB
work_zbpzx43flfaifddpftczprcome	183	33	chosen	choose	VBN
work_zbpzx43flfaifddpftczprcome	183	34	non	non	JJ
work_zbpzx43flfaifddpftczprcome	183	35	-	-	JJ
work_zbpzx43flfaifddpftczprcome	183	36	existing	existing	JJ
work_zbpzx43flfaifddpftczprcome	183	37	one	one	CD
work_zbpzx43flfaifddpftczprcome	183	38	.	.	.
work_zbpzx43flfaifddpftczprcome	184	1	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	184	2	curves	curve	NNS
work_zbpzx43flfaifddpftczprcome	184	3	typically	typically	RB
work_zbpzx43flfaifddpftczprcome	184	4	feature	feature	VBP
work_zbpzx43flfaifddpftczprcome	184	5	rate	rate	NN
work_zbpzx43flfaifddpftczprcome	184	6	of	of	IN
work_zbpzx43flfaifddpftczprcome	184	7	true	true	JJ
work_zbpzx43flfaifddpftczprcome	184	8	predicted	predict	VBN
work_zbpzx43flfaifddpftczprcome	184	9	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	184	10	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	184	11	on	on	IN
work_zbpzx43flfaifddpftczprcome	184	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	184	13	Y	Y	NNP
work_zbpzx43flfaifddpftczprcome	184	14	axis	axis	NN
work_zbpzx43flfaifddpftczprcome	184	15	,	,	,
work_zbpzx43flfaifddpftczprcome	184	16	and	and	CC
work_zbpzx43flfaifddpftczprcome	184	17	rate	rate	NN
work_zbpzx43flfaifddpftczprcome	184	18	of	of	IN
work_zbpzx43flfaifddpftczprcome	184	19	false	false	JJ
work_zbpzx43flfaifddpftczprcome	184	20	predicted	predict	VBN
work_zbpzx43flfaifddpftczprcome	184	21	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	184	22	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	184	23	on	on	IN
work_zbpzx43flfaifddpftczprcome	184	24	the	the	DT
work_zbpzx43flfaifddpftczprcome	184	25	X	x	NN
work_zbpzx43flfaifddpftczprcome	184	26	axis	axis	NN
work_zbpzx43flfaifddpftczprcome	184	27	.	.	.
work_zbpzx43flfaifddpftczprcome	185	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	185	2	larger	large	JJR
work_zbpzx43flfaifddpftczprcome	185	3	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	185	4	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	185	5	usually	usually	RB
work_zbpzx43flfaifddpftczprcome	185	6	better	well	JJR
work_zbpzx43flfaifddpftczprcome	185	7	.	.	.
work_zbpzx43flfaifddpftczprcome	186	1	All	all	DT
work_zbpzx43flfaifddpftczprcome	186	2	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	186	3	were	be	VBD
work_zbpzx43flfaifddpftczprcome	186	4	averaged	average	VBN
work_zbpzx43flfaifddpftczprcome	186	5	using	use	VBG
work_zbpzx43flfaifddpftczprcome	186	6	fivefold	fivefold	JJ
work_zbpzx43flfaifddpftczprcome	186	7	cross	cross	NN
work_zbpzx43flfaifddpftczprcome	186	8	validation	validation	NN
work_zbpzx43flfaifddpftczprcome	186	9	with	with	IN
work_zbpzx43flfaifddpftczprcome	186	10	five	five	CD
work_zbpzx43flfaifddpftczprcome	186	11	negative	negative	JJ
work_zbpzx43flfaifddpftczprcome	186	12	sampling	sampling	NN
work_zbpzx43flfaifddpftczprcome	186	13	trials	trial	NNS
work_zbpzx43flfaifddpftczprcome	186	14	for	for	IN
work_zbpzx43flfaifddpftczprcome	186	15	a	a	DT
work_zbpzx43flfaifddpftczprcome	186	16	fixed	fix	VBN
work_zbpzx43flfaifddpftczprcome	186	17	train	train	NN
work_zbpzx43flfaifddpftczprcome	186	18	set	set	NN
work_zbpzx43flfaifddpftczprcome	186	19	,	,	,
work_zbpzx43flfaifddpftczprcome	186	20	which	which	WDT
work_zbpzx43flfaifddpftczprcome	186	21	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	186	22	describe	describe	VBP
work_zbpzx43flfaifddpftczprcome	186	23	below	below	RB
work_zbpzx43flfaifddpftczprcome	186	24	.	.	.
work_zbpzx43flfaifddpftczprcome	187	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	187	2	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	187	3	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	187	4	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	187	5	for	for	IN
work_zbpzx43flfaifddpftczprcome	187	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	187	7	co	co	JJ
work_zbpzx43flfaifddpftczprcome	187	8	-	-	JJ
work_zbpzx43flfaifddpftczprcome	187	9	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	187	10	network	network	NN
work_zbpzx43flfaifddpftczprcome	187	11	,	,	,
work_zbpzx43flfaifddpftczprcome	187	12	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	187	13	have	have	VBP
work_zbpzx43flfaifddpftczprcome	187	14	two	two	CD
work_zbpzx43flfaifddpftczprcome	187	15	possible	possible	JJ
work_zbpzx43flfaifddpftczprcome	187	16	formalizations	formalization	NNS
work_zbpzx43flfaifddpftczprcome	187	17	of	of	IN
work_zbpzx43flfaifddpftczprcome	187	18	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	187	19	links	link	NNS
work_zbpzx43flfaifddpftczprcome	187	20	.	.	.
work_zbpzx43flfaifddpftczprcome	188	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	188	2	consider	consider	VBP
work_zbpzx43flfaifddpftczprcome	188	3	either	either	CC
work_zbpzx43flfaifddpftczprcome	188	4	temporal	temporal	JJ
work_zbpzx43flfaifddpftczprcome	188	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	188	6	structure	structure	NN
work_zbpzx43flfaifddpftczprcome	188	7	using	use	VBG
work_zbpzx43flfaifddpftczprcome	188	8	information	information	NN
work_zbpzx43flfaifddpftczprcome	188	9	from	from	IN
work_zbpzx43flfaifddpftczprcome	188	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	188	11	previous	previous	JJ
work_zbpzx43flfaifddpftczprcome	188	12	years	year	NNS
work_zbpzx43flfaifddpftczprcome	188	13	to	to	TO
work_zbpzx43flfaifddpftczprcome	188	14	predict	predict	VB
work_zbpzx43flfaifddpftczprcome	188	15	links	link	NNS
work_zbpzx43flfaifddpftczprcome	188	16	corresponding	correspond	VBG
work_zbpzx43flfaifddpftczprcome	188	17	the	the	DT
work_zbpzx43flfaifddpftczprcome	188	18	current	current	JJ
work_zbpzx43flfaifddpftczprcome	188	19	year	year	NN
work_zbpzx43flfaifddpftczprcome	188	20	or	or	CC
work_zbpzx43flfaifddpftczprcome	188	21	the	the	DT
work_zbpzx43flfaifddpftczprcome	188	22	whole	whole	JJ
work_zbpzx43flfaifddpftczprcome	188	23	network	network	NN
work_zbpzx43flfaifddpftczprcome	188	24	to	to	TO
work_zbpzx43flfaifddpftczprcome	188	25	predict	predict	VB
work_zbpzx43flfaifddpftczprcome	188	26	missing	miss	VBG
work_zbpzx43flfaifddpftczprcome	188	27	links	link	NNS
work_zbpzx43flfaifddpftczprcome	188	28	.	.	.
work_zbpzx43flfaifddpftczprcome	189	1	For	for	IN
work_zbpzx43flfaifddpftczprcome	189	2	the	the	DT
work_zbpzx43flfaifddpftczprcome	189	3	first	first	JJ
work_zbpzx43flfaifddpftczprcome	189	4	task	task	NN
work_zbpzx43flfaifddpftczprcome	189	5	,	,	,
work_zbpzx43flfaifddpftczprcome	189	6	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	189	7	use	use	VBP
work_zbpzx43flfaifddpftczprcome	189	8	combined	combine	VBN
work_zbpzx43flfaifddpftczprcome	189	9	HSE+Scopus	HSE+Scopus	NNP
work_zbpzx43flfaifddpftczprcome	189	10	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	189	11	of	of	IN
work_zbpzx43flfaifddpftczprcome	189	12	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	189	13	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	189	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	189	15	learn	learn	VB
work_zbpzx43flfaifddpftczprcome	189	16	to	to	TO
work_zbpzx43flfaifddpftczprcome	189	17	predict	predict	VB
work_zbpzx43flfaifddpftczprcome	189	18	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	189	19	appearing	appear	VBG
work_zbpzx43flfaifddpftczprcome	189	20	at	at	IN
work_zbpzx43flfaifddpftczprcome	189	21	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	189	22	year	year	NN
work_zbpzx43flfaifddpftczprcome	189	23	.	.	.
work_zbpzx43flfaifddpftczprcome	190	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	190	2	test	test	VBP
work_zbpzx43flfaifddpftczprcome	190	3	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	190	4	model	model	NN
work_zbpzx43flfaifddpftczprcome	190	5	shifting	shift	VBG
work_zbpzx43flfaifddpftczprcome	190	6	years	year	NNS
work_zbpzx43flfaifddpftczprcome	190	7	on	on	IN
work_zbpzx43flfaifddpftczprcome	190	8	1	1	CD
work_zbpzx43flfaifddpftczprcome	190	9	year	year	NN
work_zbpzx43flfaifddpftczprcome	190	10	ahead	ahead	RB
work_zbpzx43flfaifddpftczprcome	190	11	and	and	CC
work_zbpzx43flfaifddpftczprcome	190	12	evaluate	evaluate	VB
work_zbpzx43flfaifddpftczprcome	190	13	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	190	14	predictions	prediction	NNS
work_zbpzx43flfaifddpftczprcome	190	15	for	for	IN
work_zbpzx43flfaifddpftczprcome	190	16	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	190	17	year	year	NN
work_zbpzx43flfaifddpftczprcome	190	18	based	base	VBN
work_zbpzx43flfaifddpftczprcome	190	19	on	on	IN
work_zbpzx43flfaifddpftczprcome	190	20	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	190	21	until	until	IN
work_zbpzx43flfaifddpftczprcome	190	22	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	190	23	year	year	NN
work_zbpzx43flfaifddpftczprcome	190	24	.	.	.
work_zbpzx43flfaifddpftczprcome	191	1	For	for	IN
work_zbpzx43flfaifddpftczprcome	191	2	the	the	DT
work_zbpzx43flfaifddpftczprcome	191	3	second	second	JJ
work_zbpzx43flfaifddpftczprcome	191	4	task	task	NN
work_zbpzx43flfaifddpftczprcome	191	5	,	,	,
work_zbpzx43flfaifddpftczprcome	191	6	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	191	7	remove	remove	VBP
work_zbpzx43flfaifddpftczprcome	191	8	50	50	CD
work_zbpzx43flfaifddpftczprcome	191	9	%	%	NN
work_zbpzx43flfaifddpftczprcome	191	10	of	of	IN
work_zbpzx43flfaifddpftczprcome	191	11	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	191	12	edges	edge	NNS
work_zbpzx43flfaifddpftczprcome	191	13	preserving	preserve	VBG
work_zbpzx43flfaifddpftczprcome	191	14	connectivity	connectivity	NN
work_zbpzx43flfaifddpftczprcome	191	15	property	property	NN
work_zbpzx43flfaifddpftczprcome	191	16	from	from	IN
work_zbpzx43flfaifddpftczprcome	191	17	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	191	18	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	191	19	and	and	CC
work_zbpzx43flfaifddpftczprcome	191	20	add	add	VB
work_zbpzx43flfaifddpftczprcome	191	21	negative	negative	JJ
work_zbpzx43flfaifddpftczprcome	191	22	sampling	sampling	NN
work_zbpzx43flfaifddpftczprcome	191	23	of	of	IN
work_zbpzx43flfaifddpftczprcome	191	24	the	the	DT
work_zbpzx43flfaifddpftczprcome	191	25	same	same	JJ
work_zbpzx43flfaifddpftczprcome	191	26	size	size	NN
work_zbpzx43flfaifddpftczprcome	191	27	as	as	IN
work_zbpzx43flfaifddpftczprcome	191	28	a	a	DT
work_zbpzx43flfaifddpftczprcome	191	29	number	number	NN
work_zbpzx43flfaifddpftczprcome	191	30	of	of	IN
work_zbpzx43flfaifddpftczprcome	191	31	edges	edge	NNS
work_zbpzx43flfaifddpftczprcome	191	32	left	leave	VBN
work_zbpzx43flfaifddpftczprcome	191	33	in	in	IN
work_zbpzx43flfaifddpftczprcome	191	34	order	order	NN
work_zbpzx43flfaifddpftczprcome	191	35	to	to	TO
work_zbpzx43flfaifddpftczprcome	191	36	balance	balance	VB
work_zbpzx43flfaifddpftczprcome	191	37	classes	class	NNS
work_zbpzx43flfaifddpftczprcome	191	38	for	for	IN
work_zbpzx43flfaifddpftczprcome	191	39	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	191	40	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	191	41	.	.	.
work_zbpzx43flfaifddpftczprcome	192	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	192	2	Table	table	NN
work_zbpzx43flfaifddpftczprcome	192	3	3	3	CD
work_zbpzx43flfaifddpftczprcome	192	4	for	for	IN
work_zbpzx43flfaifddpftczprcome	192	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	192	6	future	future	JJ
work_zbpzx43flfaifddpftczprcome	192	7	links	link	NNS
work_zbpzx43flfaifddpftczprcome	192	8	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	192	9	task	task	NN
work_zbpzx43flfaifddpftczprcome	192	10	,	,	,
work_zbpzx43flfaifddpftczprcome	192	11	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	192	12	compare	compare	VBP
work_zbpzx43flfaifddpftczprcome	192	13	chosen	choose	VBN
work_zbpzx43flfaifddpftczprcome	192	14	predictive	predictive	JJ
work_zbpzx43flfaifddpftczprcome	192	15	models	model	NNS
work_zbpzx43flfaifddpftczprcome	192	16	fixing	fix	VBG
work_zbpzx43flfaifddpftczprcome	192	17	one	one	CD
work_zbpzx43flfaifddpftczprcome	192	18	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	192	19	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	192	20	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	192	21	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	192	22	link	link	NN
work_zbpzx43flfaifddpftczprcome	192	23	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	192	24	to	to	TO
work_zbpzx43flfaifddpftczprcome	192	25	construct	construct	VB
work_zbpzx43flfaifddpftczprcome	192	26	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	192	27	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	192	28	considered	consider	VBN
work_zbpzx43flfaifddpftczprcome	192	29	as	as	IN
work_zbpzx43flfaifddpftczprcome	192	30	model	model	NN
work_zbpzx43flfaifddpftczprcome	192	31	features	feature	NNS
work_zbpzx43flfaifddpftczprcome	192	32	.	.	.
work_zbpzx43flfaifddpftczprcome	193	1	It	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	193	2	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	193	3	interesting	interesting	JJ
work_zbpzx43flfaifddpftczprcome	193	4	to	to	TO
work_zbpzx43flfaifddpftczprcome	193	5	see	see	VB
work_zbpzx43flfaifddpftczprcome	193	6	that	that	IN
work_zbpzx43flfaifddpftczprcome	193	7	XGBoost	XGBoost	NNP
work_zbpzx43flfaifddpftczprcome	193	8	model	model	NN
work_zbpzx43flfaifddpftczprcome	193	9	get	get	VBP
work_zbpzx43flfaifddpftczprcome	193	10	significantly	significantly	RB
work_zbpzx43flfaifddpftczprcome	193	11	overfitted	overfitte	VBN
work_zbpzx43flfaifddpftczprcome	193	12	while	while	IN
work_zbpzx43flfaifddpftczprcome	193	13	the	the	DT
work_zbpzx43flfaifddpftczprcome	193	14	best	good	JJS
work_zbpzx43flfaifddpftczprcome	193	15	model	model	NN
work_zbpzx43flfaifddpftczprcome	193	16	appear	appear	VB
work_zbpzx43flfaifddpftczprcome	193	17	to	to	TO
work_zbpzx43flfaifddpftczprcome	193	18	be	be	VB
work_zbpzx43flfaifddpftczprcome	193	19	Support	Support	NNP
work_zbpzx43flfaifddpftczprcome	193	20	Vector	Vector	NNP
work_zbpzx43flfaifddpftczprcome	193	21	Machine	Machine	NNP
work_zbpzx43flfaifddpftczprcome	193	22	.	.	.
work_zbpzx43flfaifddpftczprcome	194	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	194	2	Table	table	NN
work_zbpzx43flfaifddpftczprcome	194	3	3	3	CD
work_zbpzx43flfaifddpftczprcome	194	4	and	and	CC
work_zbpzx43flfaifddpftczprcome	194	5	in	in	IN
work_zbpzx43flfaifddpftczprcome	194	6	further	further	JJ
work_zbpzx43flfaifddpftczprcome	194	7	tables	table	NNS
work_zbpzx43flfaifddpftczprcome	194	8	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	194	9	highlight	highlight	VBP
work_zbpzx43flfaifddpftczprcome	194	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	194	11	best	good	JJS
work_zbpzx43flfaifddpftczprcome	194	12	values	value	NNS
work_zbpzx43flfaifddpftczprcome	194	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	194	14	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	194	15	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	194	16	in	in	IN
work_zbpzx43flfaifddpftczprcome	194	17	bold	bold	JJ
work_zbpzx43flfaifddpftczprcome	194	18	.	.	.
work_zbpzx43flfaifddpftczprcome	195	1	Table	table	NN
work_zbpzx43flfaifddpftczprcome	195	2	3	3	CD
work_zbpzx43flfaifddpftczprcome	195	3	Comparing	compare	VBG
work_zbpzx43flfaifddpftczprcome	195	4	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	195	5	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	195	6	models	model	NNS
work_zbpzx43flfaifddpftczprcome	195	7	based	base	VBN
work_zbpzx43flfaifddpftczprcome	195	8	on	on	IN
work_zbpzx43flfaifddpftczprcome	195	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	195	10	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	195	11	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	195	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	195	13	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	195	14	link	link	NN
work_zbpzx43flfaifddpftczprcome	195	15	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	195	16	applied	apply	VBN
work_zbpzx43flfaifddpftczprcome	195	17	to	to	IN
work_zbpzx43flfaifddpftczprcome	195	18	future	future	JJ
work_zbpzx43flfaifddpftczprcome	195	19	links	link	NNS
work_zbpzx43flfaifddpftczprcome	195	20	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	195	21	on	on	IN
work_zbpzx43flfaifddpftczprcome	195	22	the	the	DT
work_zbpzx43flfaifddpftczprcome	195	23	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	195	24	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	195	25	.	.	.
work_zbpzx43flfaifddpftczprcome	196	1	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	196	2	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	196	3	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	196	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	196	5	macro	macro	NN
work_zbpzx43flfaifddpftczprcome	196	6	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	196	7	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	196	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	196	9	micro	micro	NN
work_zbpzx43flfaifddpftczprcome	196	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	196	11	Log	log	NN
work_zbpzx43flfaifddpftczprcome	196	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	196	13	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	196	14	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	196	15	–	–	:
work_zbpzx43flfaifddpftczprcome	196	16	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	196	17	Logistic	Logistic	NNP
work_zbpzx43flfaifddpftczprcome	196	18	regression	regression	NN
work_zbpzx43flfaifddpftczprcome	196	19	0.382	0.382	CD
work_zbpzx43flfaifddpftczprcome	196	20	0.372	0.372	CD
work_zbpzx43flfaifddpftczprcome	196	21	0.483	0.483	CD
work_zbpzx43flfaifddpftczprcome	196	22	0.471	0.471	CD
work_zbpzx43flfaifddpftczprcome	196	23	2.089	2.089	CD
work_zbpzx43flfaifddpftczprcome	196	24	0.534	0.534	CD
work_zbpzx43flfaifddpftczprcome	196	25	Random	random	JJ
work_zbpzx43flfaifddpftczprcome	196	26	forest	forest	NN
work_zbpzx43flfaifddpftczprcome	196	27	0.622	0.622	CD
work_zbpzx43flfaifddpftczprcome	196	28	0.671	0.671	CD
work_zbpzx43flfaifddpftczprcome	196	29	0.652	0.652	CD
work_zbpzx43flfaifddpftczprcome	196	30	0.641	0.641	CD
work_zbpzx43flfaifddpftczprcome	196	31	0.893	0.893	CD
work_zbpzx43flfaifddpftczprcome	196	32	0.725	0.725	CD
work_zbpzx43flfaifddpftczprcome	196	33	Gradient	Gradient	NNP
work_zbpzx43flfaifddpftczprcome	196	34	boosting	boost	VBG
work_zbpzx43flfaifddpftczprcome	196	35	0.487	0.487	CD
work_zbpzx43flfaifddpftczprcome	196	36	0.521	0.521	CD
work_zbpzx43flfaifddpftczprcome	196	37	0.527	0.527	CD
work_zbpzx43flfaifddpftczprcome	196	38	0.582	0.582	CD
work_zbpzx43flfaifddpftczprcome	196	39	1.275	1.275	CD
work_zbpzx43flfaifddpftczprcome	196	40	0.631	0.631	CD
work_zbpzx43flfaifddpftczprcome	196	41	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	196	42	0.712	0.712	CD
work_zbpzx43flfaifddpftczprcome	196	43	0.784	0.784	CD
work_zbpzx43flfaifddpftczprcome	196	44	0.761	0.761	CD
work_zbpzx43flfaifddpftczprcome	196	45	0.754	0.754	CD
work_zbpzx43flfaifddpftczprcome	196	46	0.634	0.634	CD
work_zbpzx43flfaifddpftczprcome	196	47	0.816	0.816	CD
work_zbpzx43flfaifddpftczprcome	196	48	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	196	49	et	et	NNP
work_zbpzx43flfaifddpftczprcome	196	50	al	al	NNP
work_zbpzx43flfaifddpftczprcome	196	51	.	.	.
work_zbpzx43flfaifddpftczprcome	197	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	197	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	197	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	197	4	,	,	,
work_zbpzx43flfaifddpftczprcome	197	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	197	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	197	7	.	.	.
work_zbpzx43flfaifddpftczprcome	198	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	198	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	198	3	,	,	,
work_zbpzx43flfaifddpftczprcome	198	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	198	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	198	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	198	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	198	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	198	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	198	10	10/20	10/20	CD
work_zbpzx43flfaifddpftczprcome	198	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	NNS
work_zbpzx43flfaifddpftczprcome	198	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	ADD
work_zbpzx43flfaifddpftczprcome	198	13	In	in	IN
work_zbpzx43flfaifddpftczprcome	198	14	what	what	WP
work_zbpzx43flfaifddpftczprcome	198	15	follows	follow	VBZ
work_zbpzx43flfaifddpftczprcome	198	16	,	,	,
work_zbpzx43flfaifddpftczprcome	198	17	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	198	18	aim	aim	VBP
work_zbpzx43flfaifddpftczprcome	198	19	to	to	TO
work_zbpzx43flfaifddpftczprcome	198	20	compare	compare	VB
work_zbpzx43flfaifddpftczprcome	198	21	several	several	JJ
work_zbpzx43flfaifddpftczprcome	198	22	link	link	NN
work_zbpzx43flfaifddpftczprcome	198	23	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	198	24	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	198	25	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	198	26	see	see	VB
work_zbpzx43flfaifddpftczprcome	198	27	Table	table	NN
work_zbpzx43flfaifddpftczprcome	198	28	2	2	CD
work_zbpzx43flfaifddpftczprcome	198	29	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	198	30	for	for	IN
work_zbpzx43flfaifddpftczprcome	198	31	the	the	DT
work_zbpzx43flfaifddpftczprcome	198	32	best	good	JJS
work_zbpzx43flfaifddpftczprcome	198	33	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	198	34	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	198	35	model	model	NN
work_zbpzx43flfaifddpftczprcome	198	36	.	.	.
work_zbpzx43flfaifddpftczprcome	199	1	To	to	TO
work_zbpzx43flfaifddpftczprcome	199	2	evaluate	evaluate	VB
work_zbpzx43flfaifddpftczprcome	199	3	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	199	4	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	199	5	for	for	IN
work_zbpzx43flfaifddpftczprcome	199	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	199	7	first	first	JJ
work_zbpzx43flfaifddpftczprcome	199	8	task	task	NN
work_zbpzx43flfaifddpftczprcome	199	9	on	on	IN
work_zbpzx43flfaifddpftczprcome	199	10	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	199	11	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	199	12	,	,	,
work_zbpzx43flfaifddpftczprcome	199	13	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	199	14	can	can	MD
work_zbpzx43flfaifddpftczprcome	199	15	see	see	VB
work_zbpzx43flfaifddpftczprcome	199	16	in	in	IN
work_zbpzx43flfaifddpftczprcome	199	17	Table	table	NN
work_zbpzx43flfaifddpftczprcome	199	18	4	4	CD
work_zbpzx43flfaifddpftczprcome	199	19	that	that	WDT
work_zbpzx43flfaifddpftczprcome	199	20	suggested	suggest	VBN
work_zbpzx43flfaifddpftczprcome	199	21	by	by	IN
work_zbpzx43flfaifddpftczprcome	199	22	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	199	23	new	new	JJ
work_zbpzx43flfaifddpftczprcome	199	24	link	link	NN
work_zbpzx43flfaifddpftczprcome	199	25	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	199	26	outperforms	outperform	NNS
work_zbpzx43flfaifddpftczprcome	199	27	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	199	28	approaches	approach	NNS
work_zbpzx43flfaifddpftczprcome	199	29	by	by	IN
work_zbpzx43flfaifddpftczprcome	199	30	all	all	PDT
work_zbpzx43flfaifddpftczprcome	199	31	the	the	DT
work_zbpzx43flfaifddpftczprcome	199	32	binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	199	33	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	199	34	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	199	35	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	199	36	.	.	.
work_zbpzx43flfaifddpftczprcome	200	1	As	as	IN
work_zbpzx43flfaifddpftczprcome	200	2	for	for	IN
work_zbpzx43flfaifddpftczprcome	200	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	200	4	second	second	JJ
work_zbpzx43flfaifddpftczprcome	200	5	task	task	NN
work_zbpzx43flfaifddpftczprcome	200	6	,	,	,
work_zbpzx43flfaifddpftczprcome	200	7	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	200	8	evaluate	evaluate	VBP
work_zbpzx43flfaifddpftczprcome	200	9	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	200	10	task	task	NN
work_zbpzx43flfaifddpftczprcome	200	11	over	over	IN
work_zbpzx43flfaifddpftczprcome	200	12	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	200	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	200	14	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	200	15	datasets	dataset	VBZ
work_zbpzx43flfaifddpftczprcome	200	16	in	in	IN
work_zbpzx43flfaifddpftczprcome	200	17	terms	term	NNS
work_zbpzx43flfaifddpftczprcome	200	18	of	of	IN
work_zbpzx43flfaifddpftczprcome	200	19	predictive	predictive	JJ
work_zbpzx43flfaifddpftczprcome	200	20	models	model	NNS
work_zbpzx43flfaifddpftczprcome	200	21	and	and	CC
work_zbpzx43flfaifddpftczprcome	200	22	link	link	VB
work_zbpzx43flfaifddpftczprcome	200	23	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	200	24	.	.	.
work_zbpzx43flfaifddpftczprcome	201	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	201	2	Tables	Tables	NNP
work_zbpzx43flfaifddpftczprcome	201	3	5	5	CD
work_zbpzx43flfaifddpftczprcome	201	4	and	and	CC
work_zbpzx43flfaifddpftczprcome	201	5	6	6	CD
work_zbpzx43flfaifddpftczprcome	201	6	,	,	,
work_zbpzx43flfaifddpftczprcome	201	7	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	201	8	could	could	MD
work_zbpzx43flfaifddpftczprcome	201	9	see	see	VB
work_zbpzx43flfaifddpftczprcome	201	10	that	that	IN
work_zbpzx43flfaifddpftczprcome	201	11	the	the	DT
work_zbpzx43flfaifddpftczprcome	201	12	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	201	13	model	model	NN
work_zbpzx43flfaifddpftczprcome	201	14	outperforms	outperform	VBZ
work_zbpzx43flfaifddpftczprcome	201	15	the	the	DT
work_zbpzx43flfaifddpftczprcome	201	16	other	other	JJ
work_zbpzx43flfaifddpftczprcome	201	17	model	model	NN
work_zbpzx43flfaifddpftczprcome	201	18	on	on	IN
work_zbpzx43flfaifddpftczprcome	201	19	the	the	DT
work_zbpzx43flfaifddpftczprcome	201	20	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	201	21	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	201	22	but	but	CC
work_zbpzx43flfaifddpftczprcome	201	23	Random	Random	NNP
work_zbpzx43flfaifddpftczprcome	201	24	Forest	Forest	NNP
work_zbpzx43flfaifddpftczprcome	201	25	gets	get	VBZ
work_zbpzx43flfaifddpftczprcome	201	26	the	the	DT
work_zbpzx43flfaifddpftczprcome	201	27	best	good	JJS
work_zbpzx43flfaifddpftczprcome	201	28	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	201	29	for	for	IN
work_zbpzx43flfaifddpftczprcome	201	30	the	the	DT
work_zbpzx43flfaifddpftczprcome	201	31	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	201	32	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	201	33	,	,	,
work_zbpzx43flfaifddpftczprcome	201	34	being	be	VBG
work_zbpzx43flfaifddpftczprcome	201	35	competitive	competitive	JJ
work_zbpzx43flfaifddpftczprcome	201	36	with	with	IN
work_zbpzx43flfaifddpftczprcome	201	37	the	the	DT
work_zbpzx43flfaifddpftczprcome	201	38	XGBoost	XGBoost	NNP
work_zbpzx43flfaifddpftczprcome	201	39	and	and	CC
work_zbpzx43flfaifddpftczprcome	201	40	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	201	41	models	model	NNS
work_zbpzx43flfaifddpftczprcome	201	42	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	201	43	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	201	44	performs	perform	VBZ
work_zbpzx43flfaifddpftczprcome	201	45	slightly	slightly	RB
work_zbpzx43flfaifddpftczprcome	201	46	better	well	JJR
work_zbpzx43flfaifddpftczprcome	201	47	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	201	48	.	.	.
work_zbpzx43flfaifddpftczprcome	202	1	This	this	DT
work_zbpzx43flfaifddpftczprcome	202	2	could	could	MD
work_zbpzx43flfaifddpftczprcome	202	3	happen	happen	VB
work_zbpzx43flfaifddpftczprcome	202	4	due	due	IN
work_zbpzx43flfaifddpftczprcome	202	5	to	to	IN
work_zbpzx43flfaifddpftczprcome	202	6	sparse	sparse	JJ
work_zbpzx43flfaifddpftczprcome	202	7	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	202	8	in	in	IN
work_zbpzx43flfaifddpftczprcome	202	9	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	202	10	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	202	11	after	after	IN
work_zbpzx43flfaifddpftczprcome	202	12	removing	remove	VBG
work_zbpzx43flfaifddpftczprcome	202	13	50	50	CD
work_zbpzx43flfaifddpftczprcome	202	14	%	%	NN
work_zbpzx43flfaifddpftczprcome	202	15	link	link	NN
work_zbpzx43flfaifddpftczprcome	202	16	information	information	NN
work_zbpzx43flfaifddpftczprcome	202	17	and	and	CC
work_zbpzx43flfaifddpftczprcome	202	18	lack	lack	NN
work_zbpzx43flfaifddpftczprcome	202	19	of	of	IN
work_zbpzx43flfaifddpftczprcome	202	20	ensemble	ensemble	JJ
work_zbpzx43flfaifddpftczprcome	202	21	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	202	22	for	for	IN
work_zbpzx43flfaifddpftczprcome	202	23	choosing	choose	VBG
work_zbpzx43flfaifddpftczprcome	202	24	proper	proper	JJ
work_zbpzx43flfaifddpftczprcome	202	25	negative	negative	JJ
work_zbpzx43flfaifddpftczprcome	202	26	sampling	sampling	NN
work_zbpzx43flfaifddpftczprcome	202	27	for	for	IN
work_zbpzx43flfaifddpftczprcome	202	28	such	such	PDT
work_zbpzx43flfaifddpftczprcome	202	29	a	a	DT
work_zbpzx43flfaifddpftczprcome	202	30	sparse	sparse	JJ
work_zbpzx43flfaifddpftczprcome	202	31	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	202	32	.	.	.
work_zbpzx43flfaifddpftczprcome	203	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	203	2	Tables	Tables	NNP
work_zbpzx43flfaifddpftczprcome	203	3	7	7	CD
work_zbpzx43flfaifddpftczprcome	203	4	and	and	CC
work_zbpzx43flfaifddpftczprcome	203	5	8	8	CD
work_zbpzx43flfaifddpftczprcome	203	6	,	,	,
work_zbpzx43flfaifddpftczprcome	203	7	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	203	8	could	could	MD
work_zbpzx43flfaifddpftczprcome	203	9	see	see	VB
work_zbpzx43flfaifddpftczprcome	203	10	that	that	IN
work_zbpzx43flfaifddpftczprcome	203	11	the	the	DT
work_zbpzx43flfaifddpftczprcome	203	12	suggested	suggest	VBN
work_zbpzx43flfaifddpftczprcome	203	13	local	local	JJ
work_zbpzx43flfaifddpftczprcome	203	14	proximity	proximity	NN
work_zbpzx43flfaifddpftczprcome	203	15	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	203	16	for	for	IN
work_zbpzx43flfaifddpftczprcome	203	17	link	link	NN
work_zbpzx43flfaifddpftczprcome	203	18	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	203	19	that	that	IN
work_zbpzx43flfaifddpftczprcome	203	20	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	203	21	call	call	VBP
work_zbpzx43flfaifddpftczprcome	203	22	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	203	23	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	203	24	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	203	25	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	203	26	link	link	NN
work_zbpzx43flfaifddpftczprcome	203	27	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	203	28	outperforms	outperform	NNS
work_zbpzx43flfaifddpftczprcome	203	29	all	all	PDT
work_zbpzx43flfaifddpftczprcome	203	30	the	the	DT
work_zbpzx43flfaifddpftczprcome	203	31	other	other	JJ
work_zbpzx43flfaifddpftczprcome	203	32	approaches	approach	NNS
work_zbpzx43flfaifddpftczprcome	203	33	for	for	IN
work_zbpzx43flfaifddpftczprcome	203	34	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	203	35	edges	edge	NNS
work_zbpzx43flfaifddpftczprcome	203	36	based	base	VBN
work_zbpzx43flfaifddpftczprcome	203	37	on	on	IN
work_zbpzx43flfaifddpftczprcome	203	38	node	node	JJ
work_zbpzx43flfaifddpftczprcome	203	39	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	203	40	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	203	41	.	.	.
work_zbpzx43flfaifddpftczprcome	204	1	To	to	TO
work_zbpzx43flfaifddpftczprcome	204	2	choose	choose	VB
work_zbpzx43flfaifddpftczprcome	204	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	204	4	best	good	JJS
work_zbpzx43flfaifddpftczprcome	204	5	predictive	predictive	JJ
work_zbpzx43flfaifddpftczprcome	204	6	model	model	NN
work_zbpzx43flfaifddpftczprcome	204	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	204	8	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	204	9	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	204	10	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	204	11	,	,	,
work_zbpzx43flfaifddpftczprcome	204	12	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	204	13	consider	consider	VBP
work_zbpzx43flfaifddpftczprcome	204	14	several	several	JJ
work_zbpzx43flfaifddpftczprcome	204	15	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	204	16	space	space	NN
work_zbpzx43flfaifddpftczprcome	204	17	combination	combination	NN
work_zbpzx43flfaifddpftczprcome	204	18	based	base	VBN
work_zbpzx43flfaifddpftczprcome	204	19	on	on	IN
work_zbpzx43flfaifddpftczprcome	204	20	List	List	NNP
work_zbpzx43flfaifddpftczprcome	204	21	1	1	CD
work_zbpzx43flfaifddpftczprcome	204	22	.	.	.
work_zbpzx43flfaifddpftczprcome	205	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	205	2	results	result	NNS
work_zbpzx43flfaifddpftczprcome	205	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	205	4	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	205	5	comparison	comparison	NN
work_zbpzx43flfaifddpftczprcome	205	6	are	be	VBP
work_zbpzx43flfaifddpftczprcome	205	7	shown	show	VBN
work_zbpzx43flfaifddpftczprcome	205	8	in	in	IN
work_zbpzx43flfaifddpftczprcome	205	9	Table	table	NN
work_zbpzx43flfaifddpftczprcome	205	10	9	9	CD
work_zbpzx43flfaifddpftczprcome	205	11	for	for	IN
work_zbpzx43flfaifddpftczprcome	205	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	205	13	first	first	JJ
work_zbpzx43flfaifddpftczprcome	205	14	task	task	NN
work_zbpzx43flfaifddpftczprcome	205	15	and	and	CC
work_zbpzx43flfaifddpftczprcome	205	16	in	in	IN
work_zbpzx43flfaifddpftczprcome	205	17	Table	table	NN
work_zbpzx43flfaifddpftczprcome	205	18	10	10	CD
work_zbpzx43flfaifddpftczprcome	205	19	for	for	IN
work_zbpzx43flfaifddpftczprcome	205	20	the	the	DT
work_zbpzx43flfaifddpftczprcome	205	21	second	second	JJ
work_zbpzx43flfaifddpftczprcome	205	22	task	task	NN
work_zbpzx43flfaifddpftczprcome	205	23	of	of	IN
work_zbpzx43flfaifddpftczprcome	205	24	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	205	25	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	205	26	the	the	DT
work_zbpzx43flfaifddpftczprcome	205	27	original	original	JJ
work_zbpzx43flfaifddpftczprcome	205	28	results	result	NNS
work_zbpzx43flfaifddpftczprcome	205	29	appear	appear	VBP
work_zbpzx43flfaifddpftczprcome	205	30	in	in	IN
work_zbpzx43flfaifddpftczprcome	205	31	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	205	32	et	et	NNP
work_zbpzx43flfaifddpftczprcome	205	33	al	al	NNP
work_zbpzx43flfaifddpftczprcome	205	34	.	.	.
work_zbpzx43flfaifddpftczprcome	206	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	206	2	2018b	2018b	LS
work_zbpzx43flfaifddpftczprcome	206	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	206	4	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	206	5	.	.	.
work_zbpzx43flfaifddpftczprcome	207	1	Table	table	NN
work_zbpzx43flfaifddpftczprcome	207	2	4	4	CD
work_zbpzx43flfaifddpftczprcome	207	3	Comparing	compare	VBG
work_zbpzx43flfaifddpftczprcome	207	4	link	link	NN
work_zbpzx43flfaifddpftczprcome	207	5	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	207	6	for	for	IN
work_zbpzx43flfaifddpftczprcome	207	7	future	future	JJ
work_zbpzx43flfaifddpftczprcome	207	8	links	link	NNS
work_zbpzx43flfaifddpftczprcome	207	9	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	207	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	207	11	the	the	DT
work_zbpzx43flfaifddpftczprcome	207	12	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	207	13	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	207	14	.	.	.
work_zbpzx43flfaifddpftczprcome	208	1	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	208	2	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	208	3	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	208	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	208	5	macro	macro	NN
work_zbpzx43flfaifddpftczprcome	208	6	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	208	7	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	208	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	208	9	micro	micro	NN
work_zbpzx43flfaifddpftczprcome	208	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	208	11	Log	log	NN
work_zbpzx43flfaifddpftczprcome	208	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	208	13	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	208	14	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	208	15	–	–	:
work_zbpzx43flfaifddpftczprcome	208	16	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	208	17	Average	average	NN
work_zbpzx43flfaifddpftczprcome	208	18	0.436	0.436	CD
work_zbpzx43flfaifddpftczprcome	208	19	0.578	0.578	CD
work_zbpzx43flfaifddpftczprcome	208	20	0.661	0.661	CD
work_zbpzx43flfaifddpftczprcome	208	21	0.589	0.589	CD
work_zbpzx43flfaifddpftczprcome	208	22	1.341	1.341	CD
work_zbpzx43flfaifddpftczprcome	208	23	0.599	0.599	CD
work_zbpzx43flfaifddpftczprcome	208	24	Hadamard	Hadamard	NNP
work_zbpzx43flfaifddpftczprcome	208	25	0.613	0.613	CD
work_zbpzx43flfaifddpftczprcome	208	26	0.654	0.654	CD
work_zbpzx43flfaifddpftczprcome	208	27	0.657	0.657	CD
work_zbpzx43flfaifddpftczprcome	208	28	0.628	0.628	CD
work_zbpzx43flfaifddpftczprcome	208	29	1.125	1.125	CD
work_zbpzx43flfaifddpftczprcome	208	30	0.634	0.634	CD
work_zbpzx43flfaifddpftczprcome	208	31	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	208	32	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	208	33	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	208	34	0.645	0.645	CD
work_zbpzx43flfaifddpftczprcome	208	35	0.678	0.678	CD
work_zbpzx43flfaifddpftczprcome	208	36	0.674	0.674	CD
work_zbpzx43flfaifddpftczprcome	208	37	0.632	0.632	CD
work_zbpzx43flfaifddpftczprcome	208	38	0.979	0.979	CD
work_zbpzx43flfaifddpftczprcome	208	39	0.723	0.723	CD
work_zbpzx43flfaifddpftczprcome	208	40	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	208	41	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	208	42	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	208	43	0.672	0.672	CD
work_zbpzx43flfaifddpftczprcome	208	44	0.682	0.682	CD
work_zbpzx43flfaifddpftczprcome	208	45	0.688	0.688	CD
work_zbpzx43flfaifddpftczprcome	208	46	0.637	0.637	CD
work_zbpzx43flfaifddpftczprcome	208	47	0.915	0.915	CD
work_zbpzx43flfaifddpftczprcome	208	48	0.742	0.742	CD
work_zbpzx43flfaifddpftczprcome	208	49	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	208	50	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	208	51	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	208	52	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	208	53	0.644	0.644	CD
work_zbpzx43flfaifddpftczprcome	208	54	0.692	0.692	CD
work_zbpzx43flfaifddpftczprcome	208	55	0.701	0.701	CD
work_zbpzx43flfaifddpftczprcome	208	56	0.696	0.696	CD
work_zbpzx43flfaifddpftczprcome	208	57	0.832	0.832	CD
work_zbpzx43flfaifddpftczprcome	208	58	0.783	0.783	CD
work_zbpzx43flfaifddpftczprcome	208	59	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	208	60	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	208	61	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	208	62	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	208	63	0.712	0.712	CD
work_zbpzx43flfaifddpftczprcome	208	64	0.784	0.784	CD
work_zbpzx43flfaifddpftczprcome	208	65	0.761	0.761	CD
work_zbpzx43flfaifddpftczprcome	208	66	0.754	0.754	CD
work_zbpzx43flfaifddpftczprcome	208	67	0.634	0.634	CD
work_zbpzx43flfaifddpftczprcome	208	68	0.816	0.816	CD
work_zbpzx43flfaifddpftczprcome	208	69	Table	table	NN
work_zbpzx43flfaifddpftczprcome	208	70	5	5	CD
work_zbpzx43flfaifddpftczprcome	208	71	Comparing	compare	VBG
work_zbpzx43flfaifddpftczprcome	208	72	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	208	73	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	208	74	models	model	NNS
work_zbpzx43flfaifddpftczprcome	208	75	based	base	VBN
work_zbpzx43flfaifddpftczprcome	208	76	on	on	IN
work_zbpzx43flfaifddpftczprcome	208	77	the	the	DT
work_zbpzx43flfaifddpftczprcome	208	78	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	208	79	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	208	80	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	208	81	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	208	82	link	link	NN
work_zbpzx43flfaifddpftczprcome	208	83	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	208	84	for	for	IN
work_zbpzx43flfaifddpftczprcome	208	85	link	link	JJ
work_zbpzx43flfaifddpftczprcome	208	86	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	208	87	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	208	88	on	on	IN
work_zbpzx43flfaifddpftczprcome	208	89	the	the	DT
work_zbpzx43flfaifddpftczprcome	208	90	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	208	91	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	208	92	.	.	.
work_zbpzx43flfaifddpftczprcome	209	1	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	209	2	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	209	3	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	209	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	209	5	macro	macro	NN
work_zbpzx43flfaifddpftczprcome	209	6	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	209	7	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	209	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	209	9	micro	micro	NN
work_zbpzx43flfaifddpftczprcome	209	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	209	11	Log	log	NN
work_zbpzx43flfaifddpftczprcome	209	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	209	13	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	209	14	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	209	15	–	–	:
work_zbpzx43flfaifddpftczprcome	209	16	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	209	17	Logistic	Logistic	NNP
work_zbpzx43flfaifddpftczprcome	209	18	regression	regression	NN
work_zbpzx43flfaifddpftczprcome	209	19	0.421	0.421	CD
work_zbpzx43flfaifddpftczprcome	209	20	0.462	0.462	CD
work_zbpzx43flfaifddpftczprcome	209	21	0.502	0.502	CD
work_zbpzx43flfaifddpftczprcome	209	22	0.472	0.472	CD
work_zbpzx43flfaifddpftczprcome	209	23	1.873	1.873	CD
work_zbpzx43flfaifddpftczprcome	209	24	0.583	0.583	CD
work_zbpzx43flfaifddpftczprcome	209	25	Random	random	JJ
work_zbpzx43flfaifddpftczprcome	209	26	forest	forest	NN
work_zbpzx43flfaifddpftczprcome	209	27	0.836	0.836	CD
work_zbpzx43flfaifddpftczprcome	209	28	0.871	0.871	CD
work_zbpzx43flfaifddpftczprcome	209	29	0.774	0.774	CD
work_zbpzx43flfaifddpftczprcome	209	30	0.831	0.831	CD
work_zbpzx43flfaifddpftczprcome	209	31	0.193	0.193	CD
work_zbpzx43flfaifddpftczprcome	209	32	0.888	0.888	CD
work_zbpzx43flfaifddpftczprcome	209	33	Gradient	Gradient	NNP
work_zbpzx43flfaifddpftczprcome	209	34	boosting	boost	VBG
work_zbpzx43flfaifddpftczprcome	209	35	0.771	0.771	CD
work_zbpzx43flfaifddpftczprcome	209	36	0.732	0.732	CD
work_zbpzx43flfaifddpftczprcome	209	37	0.703	0.703	CD
work_zbpzx43flfaifddpftczprcome	209	38	0.734	0.734	CD
work_zbpzx43flfaifddpftczprcome	209	39	0.742	0.742	CD
work_zbpzx43flfaifddpftczprcome	209	40	0.663	0.663	CD
work_zbpzx43flfaifddpftczprcome	209	41	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	209	42	0.823	0.823	CD
work_zbpzx43flfaifddpftczprcome	209	43	0.845	0.845	CD
work_zbpzx43flfaifddpftczprcome	209	44	0.782	0.782	CD
work_zbpzx43flfaifddpftczprcome	209	45	0.812	0.812	CD
work_zbpzx43flfaifddpftczprcome	209	46	0.273	0.273	CD
work_zbpzx43flfaifddpftczprcome	209	47	0.828	0.828	CD
work_zbpzx43flfaifddpftczprcome	209	48	Table	table	NN
work_zbpzx43flfaifddpftczprcome	209	49	6	6	CD
work_zbpzx43flfaifddpftczprcome	209	50	Comparing	compare	VBG
work_zbpzx43flfaifddpftczprcome	209	51	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	209	52	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	209	53	models	model	NNS
work_zbpzx43flfaifddpftczprcome	209	54	based	base	VBN
work_zbpzx43flfaifddpftczprcome	209	55	on	on	IN
work_zbpzx43flfaifddpftczprcome	209	56	the	the	DT
work_zbpzx43flfaifddpftczprcome	209	57	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	209	58	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	209	59	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	209	60	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	209	61	link	link	NN
work_zbpzx43flfaifddpftczprcome	209	62	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	209	63	for	for	IN
work_zbpzx43flfaifddpftczprcome	209	64	link	link	JJ
work_zbpzx43flfaifddpftczprcome	209	65	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	209	66	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	209	67	on	on	IN
work_zbpzx43flfaifddpftczprcome	209	68	the	the	DT
work_zbpzx43flfaifddpftczprcome	209	69	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	209	70	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	209	71	.	.	.
work_zbpzx43flfaifddpftczprcome	210	1	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	210	2	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	210	3	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	210	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	210	5	macro	macro	NN
work_zbpzx43flfaifddpftczprcome	210	6	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	210	7	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	210	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	210	9	micro	micro	NN
work_zbpzx43flfaifddpftczprcome	210	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	210	11	Log	log	NN
work_zbpzx43flfaifddpftczprcome	210	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	210	13	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	210	14	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	210	15	–	–	:
work_zbpzx43flfaifddpftczprcome	210	16	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	210	17	Logistic	Logistic	NNP
work_zbpzx43flfaifddpftczprcome	210	18	regression	regression	NN
work_zbpzx43flfaifddpftczprcome	210	19	0.482	0.482	CD
work_zbpzx43flfaifddpftczprcome	210	20	0.491	0.491	CD
work_zbpzx43flfaifddpftczprcome	210	21	0.522	0.522	CD
work_zbpzx43flfaifddpftczprcome	210	22	0.563	0.563	CD
work_zbpzx43flfaifddpftczprcome	210	23	1.452	1.452	CD
work_zbpzx43flfaifddpftczprcome	210	24	0.613	0.613	CD
work_zbpzx43flfaifddpftczprcome	210	25	Random	random	JJ
work_zbpzx43flfaifddpftczprcome	210	26	forest	forest	NN
work_zbpzx43flfaifddpftczprcome	210	27	0.812	0.812	CD
work_zbpzx43flfaifddpftczprcome	210	28	0.844	0.844	CD
work_zbpzx43flfaifddpftczprcome	210	29	0.745	0.745	CD
work_zbpzx43flfaifddpftczprcome	210	30	0.811	0.811	CD
work_zbpzx43flfaifddpftczprcome	210	31	0.176	0.176	CD
work_zbpzx43flfaifddpftczprcome	210	32	0.876	0.876	CD
work_zbpzx43flfaifddpftczprcome	210	33	Gradient	Gradient	NNP
work_zbpzx43flfaifddpftczprcome	210	34	boosting	boost	VBG
work_zbpzx43flfaifddpftczprcome	210	35	0.852	0.852	CD
work_zbpzx43flfaifddpftczprcome	210	36	0.821	0.821	CD
work_zbpzx43flfaifddpftczprcome	210	37	0.733	0.733	CD
work_zbpzx43flfaifddpftczprcome	210	38	0.806	0.806	CD
work_zbpzx43flfaifddpftczprcome	210	39	0.337	0.337	CD
work_zbpzx43flfaifddpftczprcome	210	40	0.815	0.815	CD
work_zbpzx43flfaifddpftczprcome	210	41	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	210	42	0.834	0.834	CD
work_zbpzx43flfaifddpftczprcome	210	43	0.837	0.837	CD
work_zbpzx43flfaifddpftczprcome	210	44	0.701	0.701	CD
work_zbpzx43flfaifddpftczprcome	210	45	0.725	0.725	CD
work_zbpzx43flfaifddpftczprcome	210	46	0.302	0.302	CD
work_zbpzx43flfaifddpftczprcome	210	47	0.818	0.818	CD
work_zbpzx43flfaifddpftczprcome	210	48	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	210	49	et	et	NNP
work_zbpzx43flfaifddpftczprcome	210	50	al	al	NNP
work_zbpzx43flfaifddpftczprcome	210	51	.	.	.
work_zbpzx43flfaifddpftczprcome	211	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	211	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	211	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	211	4	,	,	,
work_zbpzx43flfaifddpftczprcome	211	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	211	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	211	7	.	.	.
work_zbpzx43flfaifddpftczprcome	212	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	212	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	212	3	,	,	,
work_zbpzx43flfaifddpftczprcome	212	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	212	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	212	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	212	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	212	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	212	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	212	10	11/20	11/20	CD
work_zbpzx43flfaifddpftczprcome	212	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	NNS
work_zbpzx43flfaifddpftczprcome	212	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	.
work_zbpzx43flfaifddpftczprcome	212	13	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	212	14	could	could	MD
work_zbpzx43flfaifddpftczprcome	212	15	see	see	VB
work_zbpzx43flfaifddpftczprcome	212	16	that	that	IN
work_zbpzx43flfaifddpftczprcome	212	17	adding	add	VBG
work_zbpzx43flfaifddpftczprcome	212	18	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	212	19	of	of	IN
work_zbpzx43flfaifddpftczprcome	212	20	author	author	NN
work_zbpzx43flfaifddpftczprcome	212	21	research	research	NN
work_zbpzx43flfaifddpftczprcome	212	22	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	212	23	as	as	RB
work_zbpzx43flfaifddpftczprcome	212	24	well	well	RB
work_zbpzx43flfaifddpftczprcome	212	25	as	as	IN
work_zbpzx43flfaifddpftczprcome	212	26	the	the	DT
work_zbpzx43flfaifddpftczprcome	212	27	author	author	NN
work_zbpzx43flfaifddpftczprcome	212	28	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	212	29	itself	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	212	30	play	play	VBP
work_zbpzx43flfaifddpftczprcome	212	31	significant	significant	JJ
work_zbpzx43flfaifddpftczprcome	212	32	role	role	NN
work_zbpzx43flfaifddpftczprcome	212	33	in	in	IN
work_zbpzx43flfaifddpftczprcome	212	34	improving	improve	VBG
work_zbpzx43flfaifddpftczprcome	212	35	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	212	36	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	212	37	for	for	IN
work_zbpzx43flfaifddpftczprcome	212	38	both	both	DT
work_zbpzx43flfaifddpftczprcome	212	39	tasks	task	NNS
work_zbpzx43flfaifddpftczprcome	212	40	.	.	.
work_zbpzx43flfaifddpftczprcome	213	1	When	when	WRB
work_zbpzx43flfaifddpftczprcome	213	2	considering	consider	VBG
work_zbpzx43flfaifddpftczprcome	213	3	only	only	JJ
work_zbpzx43flfaifddpftczprcome	213	4	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	213	5	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	213	6	or	or	CC
work_zbpzx43flfaifddpftczprcome	213	7	node	node	NN
work_zbpzx43flfaifddpftczprcome	213	8	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	213	9	features	feature	NNS
work_zbpzx43flfaifddpftczprcome	213	10	,	,	,
work_zbpzx43flfaifddpftczprcome	213	11	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	213	12	obtained	obtain	VBD
work_zbpzx43flfaifddpftczprcome	213	13	worse	bad	JJR
work_zbpzx43flfaifddpftczprcome	213	14	results	result	NNS
work_zbpzx43flfaifddpftczprcome	213	15	in	in	IN
work_zbpzx43flfaifddpftczprcome	213	16	terms	term	NNS
work_zbpzx43flfaifddpftczprcome	213	17	of	of	IN
work_zbpzx43flfaifddpftczprcome	213	18	all	all	DT
work_zbpzx43flfaifddpftczprcome	213	19	binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	213	20	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	213	21	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	213	22	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	213	23	.	.	.
work_zbpzx43flfaifddpftczprcome	214	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	214	2	both	both	DT
work_zbpzx43flfaifddpftczprcome	214	3	tasks	task	NNS
work_zbpzx43flfaifddpftczprcome	214	4	,	,	,
work_zbpzx43flfaifddpftczprcome	214	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	214	6	combined	combined	JJ
work_zbpzx43flfaifddpftczprcome	214	7	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	214	8	with	with	IN
work_zbpzx43flfaifddpftczprcome	214	9	direct	direct	JJ
work_zbpzx43flfaifddpftczprcome	214	10	node	node	JJ
work_zbpzx43flfaifddpftczprcome	214	11	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	214	12	scores	score	NNS
work_zbpzx43flfaifddpftczprcome	214	13	does	do	VBZ
work_zbpzx43flfaifddpftczprcome	214	14	not	not	RB
work_zbpzx43flfaifddpftczprcome	214	15	improve	improve	VB
work_zbpzx43flfaifddpftczprcome	214	16	the	the	DT
work_zbpzx43flfaifddpftczprcome	214	17	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	214	18	of	of	IN
work_zbpzx43flfaifddpftczprcome	214	19	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	214	20	overfitting	overfitte	VBG
work_zbpzx43flfaifddpftczprcome	214	21	the	the	DT
work_zbpzx43flfaifddpftczprcome	214	22	model	model	NN
work_zbpzx43flfaifddpftczprcome	214	23	on	on	IN
work_zbpzx43flfaifddpftczprcome	214	24	particular	particular	JJ
work_zbpzx43flfaifddpftczprcome	214	25	properties	property	NNS
work_zbpzx43flfaifddpftczprcome	214	26	thus	thus	RB
work_zbpzx43flfaifddpftczprcome	214	27	influencing	influence	VBG
work_zbpzx43flfaifddpftczprcome	214	28	the	the	DT
work_zbpzx43flfaifddpftczprcome	214	29	predictions	prediction	NNS
work_zbpzx43flfaifddpftczprcome	214	30	for	for	IN
work_zbpzx43flfaifddpftczprcome	214	31	network	network	NN
work_zbpzx43flfaifddpftczprcome	214	32	with	with	IN
work_zbpzx43flfaifddpftczprcome	214	33	missing	miss	VBG
work_zbpzx43flfaifddpftczprcome	214	34	links	link	NNS
work_zbpzx43flfaifddpftczprcome	214	35	.	.	.
work_zbpzx43flfaifddpftczprcome	215	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	215	2	et	et	NNP
work_zbpzx43flfaifddpftczprcome	215	3	al	al	NNP
work_zbpzx43flfaifddpftczprcome	215	4	.	.	.
work_zbpzx43flfaifddpftczprcome	216	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	216	2	2018a	2018a	LS
work_zbpzx43flfaifddpftczprcome	216	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	216	4	evaluate	evaluate	VBP
work_zbpzx43flfaifddpftczprcome	216	5	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	216	6	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	216	7	system	system	NN
work_zbpzx43flfaifddpftczprcome	216	8	on	on	IN
work_zbpzx43flfaifddpftczprcome	216	9	including	include	VBG
work_zbpzx43flfaifddpftczprcome	216	10	research	research	NN
work_zbpzx43flfaifddpftczprcome	216	11	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	216	12	based	base	VBN
work_zbpzx43flfaifddpftczprcome	216	13	only	only	RB
work_zbpzx43flfaifddpftczprcome	216	14	on	on	IN
work_zbpzx43flfaifddpftczprcome	216	15	subject	subject	JJ
work_zbpzx43flfaifddpftczprcome	216	16	categories	category	NNS
work_zbpzx43flfaifddpftczprcome	216	17	from	from	IN
work_zbpzx43flfaifddpftczprcome	216	18	the	the	DT
work_zbpzx43flfaifddpftczprcome	216	19	respective	respective	JJ
work_zbpzx43flfaifddpftczprcome	216	20	journals	journal	NNS
work_zbpzx43flfaifddpftczprcome	216	21	index	index	NN
work_zbpzx43flfaifddpftczprcome	216	22	in	in	IN
work_zbpzx43flfaifddpftczprcome	216	23	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	216	24	.	.	.
work_zbpzx43flfaifddpftczprcome	217	1	It	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	217	2	leads	lead	VBZ
work_zbpzx43flfaifddpftczprcome	217	3	to	to	IN
work_zbpzx43flfaifddpftczprcome	217	4	worse	bad	JJR
work_zbpzx43flfaifddpftczprcome	217	5	results	result	NNS
work_zbpzx43flfaifddpftczprcome	217	6	for	for	IN
work_zbpzx43flfaifddpftczprcome	217	7	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	217	8	for	for	IN
work_zbpzx43flfaifddpftczprcome	217	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	217	10	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	217	11	with	with	IN
work_zbpzx43flfaifddpftczprcome	217	12	small	small	JJ
work_zbpzx43flfaifddpftczprcome	217	13	number	number	NN
work_zbpzx43flfaifddpftczprcome	217	14	of	of	IN
work_zbpzx43flfaifddpftczprcome	217	15	research	research	NN
work_zbpzx43flfaifddpftczprcome	217	16	publication	publication	NN
work_zbpzx43flfaifddpftczprcome	217	17	,	,	,
work_zbpzx43flfaifddpftczprcome	217	18	so	so	CC
work_zbpzx43flfaifddpftczprcome	217	19	they	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	217	20	succeeded	succeed	VBD
work_zbpzx43flfaifddpftczprcome	217	21	only	only	RB
work_zbpzx43flfaifddpftczprcome	217	22	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	217	23	so	so	RB
work_zbpzx43flfaifddpftczprcome	217	24	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	217	25	called	call	VBN
work_zbpzx43flfaifddpftczprcome	217	26	strong	strong	JJ
work_zbpzx43flfaifddpftczprcome	217	27	connections	connection	NNS
work_zbpzx43flfaifddpftczprcome	217	28	for	for	IN
work_zbpzx43flfaifddpftczprcome	217	29	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	217	30	writing	write	VBG
work_zbpzx43flfaifddpftczprcome	217	31	at	at	RB
work_zbpzx43flfaifddpftczprcome	217	32	least	least	RBS
work_zbpzx43flfaifddpftczprcome	217	33	three	three	CD
work_zbpzx43flfaifddpftczprcome	217	34	to	to	TO
work_zbpzx43flfaifddpftczprcome	217	35	five	five	CD
work_zbpzx43flfaifddpftczprcome	217	36	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	217	37	in	in	IN
work_zbpzx43flfaifddpftczprcome	217	38	co	co	NN
work_zbpzx43flfaifddpftczprcome	217	39	-	-	NN
work_zbpzx43flfaifddpftczprcome	217	40	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	217	41	.	.	.
work_zbpzx43flfaifddpftczprcome	218	1	Our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	218	2	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	218	3	Table	table	NN
work_zbpzx43flfaifddpftczprcome	218	4	8	8	CD
work_zbpzx43flfaifddpftczprcome	218	5	Comparing	compare	VBG
work_zbpzx43flfaifddpftczprcome	218	6	link	link	NN
work_zbpzx43flfaifddpftczprcome	218	7	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	218	8	for	for	IN
work_zbpzx43flfaifddpftczprcome	218	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	218	10	link	link	NN
work_zbpzx43flfaifddpftczprcome	218	11	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	218	12	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	218	13	on	on	IN
work_zbpzx43flfaifddpftczprcome	218	14	the	the	DT
work_zbpzx43flfaifddpftczprcome	218	15	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	218	16	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	218	17	.	.	.
work_zbpzx43flfaifddpftczprcome	219	1	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	219	2	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	219	3	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	219	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	219	5	macro	macro	NN
work_zbpzx43flfaifddpftczprcome	219	6	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	219	7	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	219	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	219	9	micro	micro	NN
work_zbpzx43flfaifddpftczprcome	219	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	219	11	Log	log	NN
work_zbpzx43flfaifddpftczprcome	219	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	219	13	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	219	14	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	219	15	–	–	:
work_zbpzx43flfaifddpftczprcome	219	16	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	219	17	Average	average	JJ
work_zbpzx43flfaifddpftczprcome	219	18	0.588	0.588	CD
work_zbpzx43flfaifddpftczprcome	219	19	0.531	0.531	CD
work_zbpzx43flfaifddpftczprcome	219	20	0.563	0.563	CD
work_zbpzx43flfaifddpftczprcome	219	21	0.569	0.569	CD
work_zbpzx43flfaifddpftczprcome	219	22	1.321	1.321	CD
work_zbpzx43flfaifddpftczprcome	219	23	0.553	0.553	CD
work_zbpzx43flfaifddpftczprcome	219	24	Hadamard	Hadamard	NNP
work_zbpzx43flfaifddpftczprcome	219	25	0.672	0.672	CD
work_zbpzx43flfaifddpftczprcome	219	26	0.637	0.637	CD
work_zbpzx43flfaifddpftczprcome	219	27	0.611	0.611	CD
work_zbpzx43flfaifddpftczprcome	219	28	0.632	0.632	CD
work_zbpzx43flfaifddpftczprcome	219	29	0.784	0.784	CD
work_zbpzx43flfaifddpftczprcome	219	30	0.626	0.626	CD
work_zbpzx43flfaifddpftczprcome	219	31	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	219	32	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	219	33	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	219	34	0.746	0.746	CD
work_zbpzx43flfaifddpftczprcome	219	35	0.653	0.653	CD
work_zbpzx43flfaifddpftczprcome	219	36	0.675	0.675	CD
work_zbpzx43flfaifddpftczprcome	219	37	0.694	0.694	CD
work_zbpzx43flfaifddpftczprcome	219	38	0.693	0.693	CD
work_zbpzx43flfaifddpftczprcome	219	39	0.668	0.668	CD
work_zbpzx43flfaifddpftczprcome	219	40	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	219	41	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	219	42	L2	l2	NN
work_zbpzx43flfaifddpftczprcome	219	43	0.786	0.786	CD
work_zbpzx43flfaifddpftczprcome	219	44	0.771	0.771	CD
work_zbpzx43flfaifddpftczprcome	219	45	0.705	0.705	CD
work_zbpzx43flfaifddpftczprcome	219	46	0.707	0.707	CD
work_zbpzx43flfaifddpftczprcome	219	47	0.597	0.597	CD
work_zbpzx43flfaifddpftczprcome	219	48	0.774	0.774	CD
work_zbpzx43flfaifddpftczprcome	219	49	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	219	50	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	219	51	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	219	52	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	219	53	0.794	0.794	CD
work_zbpzx43flfaifddpftczprcome	219	54	0.821	0.821	CD
work_zbpzx43flfaifddpftczprcome	219	55	0.732	0.732	CD
work_zbpzx43flfaifddpftczprcome	219	56	0.781	0.781	CD
work_zbpzx43flfaifddpftczprcome	219	57	0.337	0.337	CD
work_zbpzx43flfaifddpftczprcome	219	58	0.832	0.832	CD
work_zbpzx43flfaifddpftczprcome	219	59	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	219	60	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	219	61	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	219	62	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	219	63	0.812	0.812	CD
work_zbpzx43flfaifddpftczprcome	219	64	0.844	0.844	CD
work_zbpzx43flfaifddpftczprcome	219	65	0.745	0.745	CD
work_zbpzx43flfaifddpftczprcome	219	66	0.811	0.811	CD
work_zbpzx43flfaifddpftczprcome	219	67	0.176	0.176	CD
work_zbpzx43flfaifddpftczprcome	219	68	0.876	0.876	CD
work_zbpzx43flfaifddpftczprcome	219	69	Table	table	NN
work_zbpzx43flfaifddpftczprcome	219	70	9	9	CD
work_zbpzx43flfaifddpftczprcome	219	71	Prediction	Prediction	NNP
work_zbpzx43flfaifddpftczprcome	219	72	of	of	IN
work_zbpzx43flfaifddpftczprcome	219	73	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	219	74	for	for	IN
work_zbpzx43flfaifddpftczprcome	219	75	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	219	76	year	year	NN
work_zbpzx43flfaifddpftczprcome	219	77	based	base	VBN
work_zbpzx43flfaifddpftczprcome	219	78	on	on	IN
work_zbpzx43flfaifddpftczprcome	219	79	≤2016	≤2016	RB
work_zbpzx43flfaifddpftczprcome	219	80	years	year	NNS
work_zbpzx43flfaifddpftczprcome	219	81	information	information	NN
work_zbpzx43flfaifddpftczprcome	219	82	.	.	.
work_zbpzx43flfaifddpftczprcome	220	1	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	220	2	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	220	3	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	220	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	5	macro	macro	NN
work_zbpzx43flfaifddpftczprcome	220	6	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	7	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	220	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	9	micro	micro	NN
work_zbpzx43flfaifddpftczprcome	220	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	11	Log	log	NN
work_zbpzx43flfaifddpftczprcome	220	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	220	13	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	220	14	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	220	15	–	–	:
work_zbpzx43flfaifddpftczprcome	220	16	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	220	17	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	18	1	1	CD
work_zbpzx43flfaifddpftczprcome	220	19	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	20	0.712	0.712	CD
work_zbpzx43flfaifddpftczprcome	220	21	0.784	0.784	CD
work_zbpzx43flfaifddpftczprcome	220	22	0.761	0.761	CD
work_zbpzx43flfaifddpftczprcome	220	23	0.754	0.754	CD
work_zbpzx43flfaifddpftczprcome	220	24	0.634	0.634	CD
work_zbpzx43flfaifddpftczprcome	220	25	0.816	0.816	CD
work_zbpzx43flfaifddpftczprcome	220	26	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	27	3	3	CD
work_zbpzx43flfaifddpftczprcome	220	28	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	29	0.652	0.652	CD
work_zbpzx43flfaifddpftczprcome	220	30	0.745	0.745	CD
work_zbpzx43flfaifddpftczprcome	220	31	0.731	0.731	CD
work_zbpzx43flfaifddpftczprcome	220	32	0.719	0.719	CD
work_zbpzx43flfaifddpftczprcome	220	33	0.682	0.682	CD
work_zbpzx43flfaifddpftczprcome	220	34	0.767	0.767	CD
work_zbpzx43flfaifddpftczprcome	220	35	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	36	1)+(2	1)+(2	CD
work_zbpzx43flfaifddpftczprcome	220	37	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	38	0.735	0.735	CD
work_zbpzx43flfaifddpftczprcome	220	39	0.822	0.822	CD
work_zbpzx43flfaifddpftczprcome	220	40	0.775	0.775	CD
work_zbpzx43flfaifddpftczprcome	220	41	0.759	0.759	CD
work_zbpzx43flfaifddpftczprcome	220	42	0.593	0.593	CD
work_zbpzx43flfaifddpftczprcome	220	43	0.836	0.836	CD
work_zbpzx43flfaifddpftczprcome	220	44	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	45	1)+(3	1)+(3	CD
work_zbpzx43flfaifddpftczprcome	220	46	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	47	0.728	0.728	CD
work_zbpzx43flfaifddpftczprcome	220	48	0.796	0.796	CD
work_zbpzx43flfaifddpftczprcome	220	49	0.781	0.781	CD
work_zbpzx43flfaifddpftczprcome	220	50	0.789	0.789	CD
work_zbpzx43flfaifddpftczprcome	220	51	0.618	0.618	CD
work_zbpzx43flfaifddpftczprcome	220	52	0.827	0.827	CD
work_zbpzx43flfaifddpftczprcome	220	53	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	54	1)+(4	1)+(4	CD
work_zbpzx43flfaifddpftczprcome	220	55	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	56	0.722	0.722	CD
work_zbpzx43flfaifddpftczprcome	220	57	0.791	0.791	CD
work_zbpzx43flfaifddpftczprcome	220	58	0.772	0.772	CD
work_zbpzx43flfaifddpftczprcome	220	59	0.751	0.751	CD
work_zbpzx43flfaifddpftczprcome	220	60	0.611	0.611	CD
work_zbpzx43flfaifddpftczprcome	220	61	0.819	0.819	CD
work_zbpzx43flfaifddpftczprcome	220	62	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	63	3)+(4	3)+(4	NN
work_zbpzx43flfaifddpftczprcome	220	64	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	65	0.683	0.683	CD
work_zbpzx43flfaifddpftczprcome	220	66	0.762	0.762	CD
work_zbpzx43flfaifddpftczprcome	220	67	0.782	0.782	CD
work_zbpzx43flfaifddpftczprcome	220	68	0.781	0.781	CD
work_zbpzx43flfaifddpftczprcome	220	69	0.671	0.671	CD
work_zbpzx43flfaifddpftczprcome	220	70	0.762	0.762	CD
work_zbpzx43flfaifddpftczprcome	220	71	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	72	1)+(2)+(3	1)+(2)+(3	CD
work_zbpzx43flfaifddpftczprcome	220	73	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	74	0.742	0.742	CD
work_zbpzx43flfaifddpftczprcome	220	75	0.863	0.863	CD
work_zbpzx43flfaifddpftczprcome	220	76	0.787	0.787	CD
work_zbpzx43flfaifddpftczprcome	220	77	0.751	0.751	CD
work_zbpzx43flfaifddpftczprcome	220	78	0.582	0.582	CD
work_zbpzx43flfaifddpftczprcome	220	79	0.855	0.855	CD
work_zbpzx43flfaifddpftczprcome	220	80	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	81	1)+(2)+(4	1)+(2)+(4	CD
work_zbpzx43flfaifddpftczprcome	220	82	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	83	0.738	0.738	CD
work_zbpzx43flfaifddpftczprcome	220	84	0.852	0.852	CD
work_zbpzx43flfaifddpftczprcome	220	85	0.791	0.791	CD
work_zbpzx43flfaifddpftczprcome	220	86	0.731	0.731	CD
work_zbpzx43flfaifddpftczprcome	220	87	0.604	0.604	CD
work_zbpzx43flfaifddpftczprcome	220	88	0.842	0.842	CD
work_zbpzx43flfaifddpftczprcome	220	89	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	220	90	1)+(2)+(3)+(4	1)+(2)+(3)+(4	CD
work_zbpzx43flfaifddpftczprcome	220	91	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	220	92	0.798	0.798	CD
work_zbpzx43flfaifddpftczprcome	220	93	0.866	0.866	CD
work_zbpzx43flfaifddpftczprcome	220	94	0.793	0.793	CD
work_zbpzx43flfaifddpftczprcome	220	95	0.786	0.786	CD
work_zbpzx43flfaifddpftczprcome	220	96	0.573	0.573	CD
work_zbpzx43flfaifddpftczprcome	220	97	0.878	0.878	CD
work_zbpzx43flfaifddpftczprcome	220	98	Table	table	NN
work_zbpzx43flfaifddpftczprcome	220	99	7	7	CD
work_zbpzx43flfaifddpftczprcome	220	100	Comparing	compare	VBG
work_zbpzx43flfaifddpftczprcome	220	101	link	link	NN
work_zbpzx43flfaifddpftczprcome	220	102	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	220	103	for	for	IN
work_zbpzx43flfaifddpftczprcome	220	104	the	the	DT
work_zbpzx43flfaifddpftczprcome	220	105	link	link	NN
work_zbpzx43flfaifddpftczprcome	220	106	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	220	107	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	220	108	on	on	IN
work_zbpzx43flfaifddpftczprcome	220	109	the	the	DT
work_zbpzx43flfaifddpftczprcome	220	110	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	220	111	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	220	112	.	.	.
work_zbpzx43flfaifddpftczprcome	221	1	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	221	2	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	221	3	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	221	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	221	5	macro	macro	NN
work_zbpzx43flfaifddpftczprcome	221	6	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	221	7	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	221	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	221	9	micro	micro	NN
work_zbpzx43flfaifddpftczprcome	221	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	221	11	Log	log	NN
work_zbpzx43flfaifddpftczprcome	221	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	221	13	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	221	14	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	221	15	–	–	:
work_zbpzx43flfaifddpftczprcome	221	16	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	221	17	Average	average	JJ
work_zbpzx43flfaifddpftczprcome	221	18	0.628	0.628	CD
work_zbpzx43flfaifddpftczprcome	221	19	0.611	0.611	CD
work_zbpzx43flfaifddpftczprcome	221	20	0.693	0.693	CD
work_zbpzx43flfaifddpftczprcome	221	21	0.738	0.738	CD
work_zbpzx43flfaifddpftczprcome	221	22	1.092	1.092	CD
work_zbpzx43flfaifddpftczprcome	221	23	0.641	0.641	CD
work_zbpzx43flfaifddpftczprcome	221	24	Hadamard	Hadamard	NNP
work_zbpzx43flfaifddpftczprcome	221	25	0.721	0.721	CD
work_zbpzx43flfaifddpftczprcome	221	26	0.728	0.728	CD
work_zbpzx43flfaifddpftczprcome	221	27	0.673	0.673	CD
work_zbpzx43flfaifddpftczprcome	221	28	0.687	0.687	CD
work_zbpzx43flfaifddpftczprcome	221	29	0.703	0.703	CD
work_zbpzx43flfaifddpftczprcome	221	30	0.771	0.771	CD
work_zbpzx43flfaifddpftczprcome	221	31	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	221	32	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	221	33	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	221	34	0.776	0.776	CD
work_zbpzx43flfaifddpftczprcome	221	35	0.765	0.765	CD
work_zbpzx43flfaifddpftczprcome	221	36	0.727	0.727	CD
work_zbpzx43flfaifddpftczprcome	221	37	0.759	0.759	CD
work_zbpzx43flfaifddpftczprcome	221	38	0.376	0.376	CD
work_zbpzx43flfaifddpftczprcome	221	39	0.817	0.817	CD
work_zbpzx43flfaifddpftczprcome	221	40	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	221	41	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	221	42	L2	l2	NN
work_zbpzx43flfaifddpftczprcome	221	43	0.786	0.786	CD
work_zbpzx43flfaifddpftczprcome	221	44	0.782	0.782	CD
work_zbpzx43flfaifddpftczprcome	221	45	0.751	0.751	CD
work_zbpzx43flfaifddpftczprcome	221	46	0.782	0.782	CD
work_zbpzx43flfaifddpftczprcome	221	47	0.355	0.355	CD
work_zbpzx43flfaifddpftczprcome	221	48	0.827	0.827	CD
work_zbpzx43flfaifddpftczprcome	221	49	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	221	50	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	221	51	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	221	52	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	221	53	0.816	0.816	CD
work_zbpzx43flfaifddpftczprcome	221	54	0.834	0.834	CD
work_zbpzx43flfaifddpftczprcome	221	55	0.762	0.762	CD
work_zbpzx43flfaifddpftczprcome	221	56	0.801	0.801	CD
work_zbpzx43flfaifddpftczprcome	221	57	0.214	0.214	CD
work_zbpzx43flfaifddpftczprcome	221	58	0.839	0.839	CD
work_zbpzx43flfaifddpftczprcome	221	59	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	221	60	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	221	61	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	221	62	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	221	63	0.836	0.836	CD
work_zbpzx43flfaifddpftczprcome	221	64	0.871	0.871	CD
work_zbpzx43flfaifddpftczprcome	221	65	0.774	0.774	CD
work_zbpzx43flfaifddpftczprcome	221	66	0.831	0.831	CD
work_zbpzx43flfaifddpftczprcome	221	67	0.193	0.193	CD
work_zbpzx43flfaifddpftczprcome	221	68	0.888	0.888	CD
work_zbpzx43flfaifddpftczprcome	221	69	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	221	70	et	et	NNP
work_zbpzx43flfaifddpftczprcome	221	71	al	al	NNP
work_zbpzx43flfaifddpftczprcome	221	72	.	.	.
work_zbpzx43flfaifddpftczprcome	222	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	222	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	222	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	222	4	,	,	,
work_zbpzx43flfaifddpftczprcome	222	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	222	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	222	7	.	.	.
work_zbpzx43flfaifddpftczprcome	223	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	223	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	223	3	,	,	,
work_zbpzx43flfaifddpftczprcome	223	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	223	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	223	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	223	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	223	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	223	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	223	10	12/20	12/20	CD
work_zbpzx43flfaifddpftczprcome	223	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	223	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_zbpzx43flfaifddpftczprcome	223	13	allows	allow	VBZ
work_zbpzx43flfaifddpftczprcome	223	14	to	to	TO
work_zbpzx43flfaifddpftczprcome	223	15	work	work	VB
work_zbpzx43flfaifddpftczprcome	223	16	with	with	IN
work_zbpzx43flfaifddpftczprcome	223	17	arbitrary	arbitrary	JJ
work_zbpzx43flfaifddpftczprcome	223	18	research	research	NN
work_zbpzx43flfaifddpftczprcome	223	19	interest	interest	NN
work_zbpzx43flfaifddpftczprcome	223	20	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	223	21	thus	thus	RB
work_zbpzx43flfaifddpftczprcome	223	22	making	make	VBG
work_zbpzx43flfaifddpftczprcome	223	23	it	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	223	24	possible	possible	JJ
work_zbpzx43flfaifddpftczprcome	223	25	to	to	TO
work_zbpzx43flfaifddpftczprcome	223	26	use	use	VB
work_zbpzx43flfaifddpftczprcome	223	27	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	223	28	system	system	NN
work_zbpzx43flfaifddpftczprcome	223	29	for	for	IN
work_zbpzx43flfaifddpftczprcome	223	30	novice	novice	NN
work_zbpzx43flfaifddpftczprcome	223	31	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	223	32	with	with	IN
work_zbpzx43flfaifddpftczprcome	223	33	small	small	JJ
work_zbpzx43flfaifddpftczprcome	223	34	or	or	CC
work_zbpzx43flfaifddpftczprcome	223	35	zero	zero	CD
work_zbpzx43flfaifddpftczprcome	223	36	connections	connection	NNS
work_zbpzx43flfaifddpftczprcome	223	37	in	in	IN
work_zbpzx43flfaifddpftczprcome	223	38	the	the	DT
work_zbpzx43flfaifddpftczprcome	223	39	network	network	NN
work_zbpzx43flfaifddpftczprcome	223	40	.	.	.
work_zbpzx43flfaifddpftczprcome	224	1	EXPERIMENTS	experiment	NNS
work_zbpzx43flfaifddpftczprcome	224	2	FOR	for	IN
work_zbpzx43flfaifddpftczprcome	224	3	A	a	DT
work_zbpzx43flfaifddpftczprcome	224	4	LARGE	large	JJ
work_zbpzx43flfaifddpftczprcome	224	5	NETWORK	NETWORK	NNP
work_zbpzx43flfaifddpftczprcome	224	6	To	to	TO
work_zbpzx43flfaifddpftczprcome	224	7	evaluate	evaluate	VB
work_zbpzx43flfaifddpftczprcome	224	8	scalability	scalability	NN
work_zbpzx43flfaifddpftczprcome	224	9	of	of	IN
work_zbpzx43flfaifddpftczprcome	224	10	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	224	11	results	result	NNS
work_zbpzx43flfaifddpftczprcome	224	12	,	,	,
work_zbpzx43flfaifddpftczprcome	224	13	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	224	14	considered	consider	VBD
work_zbpzx43flfaifddpftczprcome	224	15	the	the	DT
work_zbpzx43flfaifddpftczprcome	224	16	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	224	17	task	task	NN
work_zbpzx43flfaifddpftczprcome	224	18	for	for	IN
work_zbpzx43flfaifddpftczprcome	224	19	the	the	DT
work_zbpzx43flfaifddpftczprcome	224	20	large	large	JJ
work_zbpzx43flfaifddpftczprcome	224	21	network	network	NN
work_zbpzx43flfaifddpftczprcome	224	22	called	call	VBN
work_zbpzx43flfaifddpftczprcome	224	23	AMiner	AMiner	NNP
work_zbpzx43flfaifddpftczprcome	224	24	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	224	25	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	224	26	et	et	FW
work_zbpzx43flfaifddpftczprcome	224	27	al	al	NNP
work_zbpzx43flfaifddpftczprcome	224	28	.	.	NNP
work_zbpzx43flfaifddpftczprcome	224	29	,	,	,
work_zbpzx43flfaifddpftczprcome	224	30	2008	2008	CD
work_zbpzx43flfaifddpftczprcome	224	31	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	224	32	.	.	.
work_zbpzx43flfaifddpftczprcome	225	1	This	this	DT
work_zbpzx43flfaifddpftczprcome	225	2	network	network	NN
work_zbpzx43flfaifddpftczprcome	225	3	describes	describe	VBZ
work_zbpzx43flfaifddpftczprcome	225	4	collaborations	collaboration	NNS
work_zbpzx43flfaifddpftczprcome	225	5	among	among	IN
work_zbpzx43flfaifddpftczprcome	225	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	225	7	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	225	8	and	and	CC
work_zbpzx43flfaifddpftczprcome	225	9	contains	contain	VBZ
work_zbpzx43flfaifddpftczprcome	225	10	1,560,640	1,560,640	CD
work_zbpzx43flfaifddpftczprcome	225	11	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	225	12	and	and	CC
work_zbpzx43flfaifddpftczprcome	225	13	4,258,615	4,258,615	CD
work_zbpzx43flfaifddpftczprcome	225	14	edges	edge	NNS
work_zbpzx43flfaifddpftczprcome	225	15	.	.	.
work_zbpzx43flfaifddpftczprcome	226	1	For	for	IN
work_zbpzx43flfaifddpftczprcome	226	2	constructing	construct	VBG
work_zbpzx43flfaifddpftczprcome	226	3	node	node	JJ
work_zbpzx43flfaifddpftczprcome	226	4	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	226	5	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	226	6	used	use	VBD
work_zbpzx43flfaifddpftczprcome	226	7	node2vec	node2vec	NN
work_zbpzx43flfaifddpftczprcome	226	8	with	with	IN
work_zbpzx43flfaifddpftczprcome	226	9	model	model	NN
work_zbpzx43flfaifddpftczprcome	226	10	parameters	parameter	NNS
work_zbpzx43flfaifddpftczprcome	226	11	p	p	NNP
work_zbpzx43flfaifddpftczprcome	226	12	,	,	,
work_zbpzx43flfaifddpftczprcome	226	13	q	q	NNP
work_zbpzx43flfaifddpftczprcome	226	14	=	=	NFP
work_zbpzx43flfaifddpftczprcome	226	15	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	226	16	1,1	1,1	CD
work_zbpzx43flfaifddpftczprcome	226	17	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	226	18	,	,	,
work_zbpzx43flfaifddpftczprcome	226	19	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	226	20	dimension	dimension	NN
work_zbpzx43flfaifddpftczprcome	226	21	d	d	NN
work_zbpzx43flfaifddpftczprcome	226	22	=	=	SYM
work_zbpzx43flfaifddpftczprcome	226	23	128	128	CD
work_zbpzx43flfaifddpftczprcome	226	24	,	,	,
work_zbpzx43flfaifddpftczprcome	226	25	length	length	NN
work_zbpzx43flfaifddpftczprcome	226	26	of	of	IN
work_zbpzx43flfaifddpftczprcome	226	27	walk	walk	NN
work_zbpzx43flfaifddpftczprcome	226	28	per	per	IN
work_zbpzx43flfaifddpftczprcome	226	29	node	node	RB
work_zbpzx43flfaifddpftczprcome	226	30	equaled	equal	VBN
work_zbpzx43flfaifddpftczprcome	226	31	l	l	NN
work_zbpzx43flfaifddpftczprcome	226	32	=	=	SYM
work_zbpzx43flfaifddpftczprcome	226	33	60	60	CD
work_zbpzx43flfaifddpftczprcome	226	34	,	,	,
work_zbpzx43flfaifddpftczprcome	226	35	and	and	CC
work_zbpzx43flfaifddpftczprcome	226	36	number	number	NN
work_zbpzx43flfaifddpftczprcome	226	37	of	of	IN
work_zbpzx43flfaifddpftczprcome	226	38	walks	walk	NNS
work_zbpzx43flfaifddpftczprcome	226	39	per	per	IN
work_zbpzx43flfaifddpftczprcome	226	40	node	node	RB
work_zbpzx43flfaifddpftczprcome	226	41	equaled	equal	VBN
work_zbpzx43flfaifddpftczprcome	226	42	n	n	NN
work_zbpzx43flfaifddpftczprcome	226	43	=	=	SYM
work_zbpzx43flfaifddpftczprcome	226	44	3	3	CD
work_zbpzx43flfaifddpftczprcome	226	45	.	.	.
work_zbpzx43flfaifddpftczprcome	227	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	227	2	decreased	decrease	VBD
work_zbpzx43flfaifddpftczprcome	227	3	values	value	NNS
work_zbpzx43flfaifddpftczprcome	227	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	227	5	l	l	NN
work_zbpzx43flfaifddpftczprcome	227	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	227	7	n	n	CC
work_zbpzx43flfaifddpftczprcome	227	8	in	in	IN
work_zbpzx43flfaifddpftczprcome	227	9	comparison	comparison	NN
work_zbpzx43flfaifddpftczprcome	227	10	with	with	IN
work_zbpzx43flfaifddpftczprcome	227	11	default	default	NN
work_zbpzx43flfaifddpftczprcome	227	12	values	value	NNS
work_zbpzx43flfaifddpftczprcome	227	13	,	,	,
work_zbpzx43flfaifddpftczprcome	227	14	because	because	IN
work_zbpzx43flfaifddpftczprcome	227	15	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	227	16	computer	computer	NN
work_zbpzx43flfaifddpftczprcome	227	17	terminated	terminate	VBD
work_zbpzx43flfaifddpftczprcome	227	18	process	process	NN
work_zbpzx43flfaifddpftczprcome	227	19	due	due	IN
work_zbpzx43flfaifddpftczprcome	227	20	to	to	IN
work_zbpzx43flfaifddpftczprcome	227	21	memory	memory	NN
work_zbpzx43flfaifddpftczprcome	227	22	issues	issue	NNS
work_zbpzx43flfaifddpftczprcome	227	23	.	.	.
work_zbpzx43flfaifddpftczprcome	228	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	228	2	studied	study	VBD
work_zbpzx43flfaifddpftczprcome	228	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	228	4	impact	impact	NN
work_zbpzx43flfaifddpftczprcome	228	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	228	6	train	train	NN
work_zbpzx43flfaifddpftczprcome	228	7	/	/	SYM
work_zbpzx43flfaifddpftczprcome	228	8	test	test	NN
work_zbpzx43flfaifddpftczprcome	228	9	split	split	VBN
work_zbpzx43flfaifddpftczprcome	228	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	228	11	different	different	JJ
work_zbpzx43flfaifddpftczprcome	228	12	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	228	13	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	228	14	operators	operator	NNS
work_zbpzx43flfaifddpftczprcome	228	15	while	while	IN
work_zbpzx43flfaifddpftczprcome	228	16	fixing	fix	VBG
work_zbpzx43flfaifddpftczprcome	228	17	Logistic	Logistic	NNP
work_zbpzx43flfaifddpftczprcome	228	18	Regression	Regression	NNP
work_zbpzx43flfaifddpftczprcome	228	19	model	model	NN
work_zbpzx43flfaifddpftczprcome	228	20	for	for	IN
work_zbpzx43flfaifddpftczprcome	228	21	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	228	22	.	.	.
work_zbpzx43flfaifddpftczprcome	229	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	229	2	considered	consider	VBD
work_zbpzx43flfaifddpftczprcome	229	3	train	train	NN
work_zbpzx43flfaifddpftczprcome	229	4	set	set	NN
work_zbpzx43flfaifddpftczprcome	229	5	,	,	,
work_zbpzx43flfaifddpftczprcome	229	6	consisting	consist	VBG
work_zbpzx43flfaifddpftczprcome	229	7	of	of	IN
work_zbpzx43flfaifddpftczprcome	229	8	20	20	CD
work_zbpzx43flfaifddpftczprcome	229	9	%	%	NN
work_zbpzx43flfaifddpftczprcome	229	10	,	,	,
work_zbpzx43flfaifddpftczprcome	229	11	40	40	CD
work_zbpzx43flfaifddpftczprcome	229	12	%	%	NN
work_zbpzx43flfaifddpftczprcome	229	13	,	,	,
work_zbpzx43flfaifddpftczprcome	229	14	60	60	CD
work_zbpzx43flfaifddpftczprcome	229	15	%	%	NN
work_zbpzx43flfaifddpftczprcome	229	16	,	,	,
work_zbpzx43flfaifddpftczprcome	229	17	80	80	CD
work_zbpzx43flfaifddpftczprcome	229	18	%	%	NN
work_zbpzx43flfaifddpftczprcome	229	19	of	of	IN
work_zbpzx43flfaifddpftczprcome	229	20	the	the	DT
work_zbpzx43flfaifddpftczprcome	229	21	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	229	22	edges	edge	NNS
work_zbpzx43flfaifddpftczprcome	229	23	while	while	IN
work_zbpzx43flfaifddpftczprcome	229	24	averaging	average	VBG
work_zbpzx43flfaifddpftczprcome	229	25	binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	229	26	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	229	27	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	229	28	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	229	29	over	over	IN
work_zbpzx43flfaifddpftczprcome	229	30	five	five	CD
work_zbpzx43flfaifddpftczprcome	229	31	negative	negative	JJ
work_zbpzx43flfaifddpftczprcome	229	32	sampling	sampling	NN
work_zbpzx43flfaifddpftczprcome	229	33	providing	provide	VBG
work_zbpzx43flfaifddpftczprcome	229	34	negative	negative	JJ
work_zbpzx43flfaifddpftczprcome	229	35	examples	example	NNS
work_zbpzx43flfaifddpftczprcome	229	36	for	for	IN
work_zbpzx43flfaifddpftczprcome	229	37	non	non	JJ
work_zbpzx43flfaifddpftczprcome	229	38	-	-	JJ
work_zbpzx43flfaifddpftczprcome	229	39	existent	existent	JJ
work_zbpzx43flfaifddpftczprcome	229	40	edges	edge	NNS
work_zbpzx43flfaifddpftczprcome	229	41	.	.	.
work_zbpzx43flfaifddpftczprcome	230	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	230	2	compared	compare	VBD
work_zbpzx43flfaifddpftczprcome	230	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	230	4	Log	Log	NNP
work_zbpzx43flfaifddpftczprcome	230	5	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	230	6	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	230	7	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	230	8	Figs	fig	NNS
work_zbpzx43flfaifddpftczprcome	230	9	.	.	.
work_zbpzx43flfaifddpftczprcome	231	1	2A	2A	NNP
work_zbpzx43flfaifddpftczprcome	231	2	and	and	CC
work_zbpzx43flfaifddpftczprcome	231	3	2B	2B	NNP
work_zbpzx43flfaifddpftczprcome	231	4	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	231	5	and	and	CC
work_zbpzx43flfaifddpftczprcome	231	6	Accuracy	accuracy	NN
work_zbpzx43flfaifddpftczprcome	231	7	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	231	8	Figs	Figs	NNP
work_zbpzx43flfaifddpftczprcome	231	9	.	.	.
work_zbpzx43flfaifddpftczprcome	232	1	2C	2c	LS
work_zbpzx43flfaifddpftczprcome	232	2	and	and	CC
work_zbpzx43flfaifddpftczprcome	232	3	2D	2D	VBN
work_zbpzx43flfaifddpftczprcome	232	4	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	232	5	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	232	6	computed	compute	VBN
work_zbpzx43flfaifddpftczprcome	232	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	232	8	train	train	NN
work_zbpzx43flfaifddpftczprcome	232	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	232	10	test	test	NN
work_zbpzx43flfaifddpftczprcome	232	11	sets	set	NNS
work_zbpzx43flfaifddpftczprcome	232	12	using	use	VBG
work_zbpzx43flfaifddpftczprcome	232	13	different	different	JJ
work_zbpzx43flfaifddpftczprcome	232	14	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	232	15	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	232	16	.	.	.
work_zbpzx43flfaifddpftczprcome	233	1	As	as	IN
work_zbpzx43flfaifddpftczprcome	233	2	a	a	DT
work_zbpzx43flfaifddpftczprcome	233	3	result	result	NN
work_zbpzx43flfaifddpftczprcome	233	4	,	,	,
work_zbpzx43flfaifddpftczprcome	233	5	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	233	6	obtained	obtain	VBD
work_zbpzx43flfaifddpftczprcome	233	7	that	that	IN
work_zbpzx43flfaifddpftczprcome	233	8	Hadamard	Hadamard	NNP
work_zbpzx43flfaifddpftczprcome	233	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	233	10	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	233	11	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	233	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	233	13	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	233	14	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	233	15	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	233	16	operators	operator	NNS
work_zbpzx43flfaifddpftczprcome	233	17	represent	represent	VBP
work_zbpzx43flfaifddpftczprcome	233	18	highly	highly	RB
work_zbpzx43flfaifddpftczprcome	233	19	accurate	accurate	JJ
work_zbpzx43flfaifddpftczprcome	233	20	results	result	NNS
work_zbpzx43flfaifddpftczprcome	233	21	while	while	IN
work_zbpzx43flfaifddpftczprcome	233	22	trained	train	VBN
work_zbpzx43flfaifddpftczprcome	233	23	on	on	IN
work_zbpzx43flfaifddpftczprcome	233	24	sparse	sparse	JJR
work_zbpzx43flfaifddpftczprcome	233	25	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	233	26	from	from	IN
work_zbpzx43flfaifddpftczprcome	233	27	the	the	DT
work_zbpzx43flfaifddpftczprcome	233	28	original	original	JJ
work_zbpzx43flfaifddpftczprcome	233	29	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	233	30	.	.	.
work_zbpzx43flfaifddpftczprcome	234	1	Moreover	moreover	RB
work_zbpzx43flfaifddpftczprcome	234	2	,	,	,
work_zbpzx43flfaifddpftczprcome	234	3	increasing	increase	VBG
work_zbpzx43flfaifddpftczprcome	234	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	234	5	size	size	NN
work_zbpzx43flfaifddpftczprcome	234	6	of	of	IN
work_zbpzx43flfaifddpftczprcome	234	7	train	train	NN
work_zbpzx43flfaifddpftczprcome	234	8	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	234	9	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	234	10	which	which	WDT
work_zbpzx43flfaifddpftczprcome	234	11	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	234	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	234	13	case	case	NN
work_zbpzx43flfaifddpftczprcome	234	14	for	for	IN
work_zbpzx43flfaifddpftczprcome	234	15	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	234	16	temporal	temporal	JJ
work_zbpzx43flfaifddpftczprcome	234	17	co	co	JJ
work_zbpzx43flfaifddpftczprcome	234	18	-	-	JJ
work_zbpzx43flfaifddpftczprcome	234	19	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	234	20	network	network	NN
work_zbpzx43flfaifddpftczprcome	234	21	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	234	22	The	the	DT
work_zbpzx43flfaifddpftczprcome	234	23	Hadamard	Hadamard	NNP
work_zbpzx43flfaifddpftczprcome	234	24	product	product	NN
work_zbpzx43flfaifddpftczprcome	234	25	becomes	become	VBZ
work_zbpzx43flfaifddpftczprcome	234	26	inferior	inferior	JJ
work_zbpzx43flfaifddpftczprcome	234	27	to	to	IN
work_zbpzx43flfaifddpftczprcome	234	28	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	234	29	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	234	30	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	234	31	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	234	32	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	234	33	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	234	34	.	.	.
work_zbpzx43flfaifddpftczprcome	235	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	235	2	addition	addition	NN
work_zbpzx43flfaifddpftczprcome	235	3	,	,	,
work_zbpzx43flfaifddpftczprcome	235	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	235	5	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	235	6	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	235	7	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	235	8	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	235	9	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	235	10	also	also	RB
work_zbpzx43flfaifddpftczprcome	235	11	showed	show	VBD
work_zbpzx43flfaifddpftczprcome	235	12	greater	great	JJR
work_zbpzx43flfaifddpftczprcome	235	13	performance	performance	NN
work_zbpzx43flfaifddpftczprcome	235	14	in	in	IN
work_zbpzx43flfaifddpftczprcome	235	15	contrast	contrast	NN
work_zbpzx43flfaifddpftczprcome	235	16	to	to	IN
work_zbpzx43flfaifddpftczprcome	235	17	the	the	DT
work_zbpzx43flfaifddpftczprcome	235	18	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	235	19	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	235	20	.	.	.
work_zbpzx43flfaifddpftczprcome	236	1	It	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	236	2	was	be	VBD
work_zbpzx43flfaifddpftczprcome	236	3	interesting	interesting	JJ
work_zbpzx43flfaifddpftczprcome	236	4	to	to	TO
work_zbpzx43flfaifddpftczprcome	236	5	find	find	VB
work_zbpzx43flfaifddpftczprcome	236	6	out	out	RP
work_zbpzx43flfaifddpftczprcome	236	7	that	that	IN
work_zbpzx43flfaifddpftczprcome	236	8	overall	overall	JJ
work_zbpzx43flfaifddpftczprcome	236	9	performance	performance	NN
work_zbpzx43flfaifddpftczprcome	236	10	of	of	IN
work_zbpzx43flfaifddpftczprcome	236	11	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	236	12	node	node	NNP
work_zbpzx43flfaifddpftczprcome	236	13	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	236	14	model	model	NN
work_zbpzx43flfaifddpftczprcome	236	15	produces	produce	VBZ
work_zbpzx43flfaifddpftczprcome	236	16	very	very	RB
work_zbpzx43flfaifddpftczprcome	236	17	precise	precise	JJ
work_zbpzx43flfaifddpftczprcome	236	18	results	result	NNS
work_zbpzx43flfaifddpftczprcome	236	19	for	for	IN
work_zbpzx43flfaifddpftczprcome	236	20	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	236	21	task	task	NN
work_zbpzx43flfaifddpftczprcome	236	22	,	,	,
work_zbpzx43flfaifddpftczprcome	236	23	which	which	WDT
work_zbpzx43flfaifddpftczprcome	236	24	may	may	MD
work_zbpzx43flfaifddpftczprcome	236	25	vary	vary	VB
work_zbpzx43flfaifddpftczprcome	236	26	depending	depend	VBG
work_zbpzx43flfaifddpftczprcome	236	27	on	on	IN
work_zbpzx43flfaifddpftczprcome	236	28	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	236	29	as	as	IN
work_zbpzx43flfaifddpftczprcome	236	30	was	be	VBD
work_zbpzx43flfaifddpftczprcome	236	31	shown	show	VBN
work_zbpzx43flfaifddpftczprcome	236	32	in	in	IN
work_zbpzx43flfaifddpftczprcome	236	33	Grover	Grover	NNP
work_zbpzx43flfaifddpftczprcome	236	34	&	&	CC
work_zbpzx43flfaifddpftczprcome	236	35	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	236	36	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	236	37	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	236	38	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	236	39	.	.	.
work_zbpzx43flfaifddpftczprcome	237	1	DISCUSSION	DISCUSSION	NNP
work_zbpzx43flfaifddpftczprcome	237	2	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	237	3	have	have	VBP
work_zbpzx43flfaifddpftczprcome	237	4	obtained	obtain	VBN
work_zbpzx43flfaifddpftczprcome	237	5	that	that	IN
work_zbpzx43flfaifddpftczprcome	237	6	combined	combine	VBN
work_zbpzx43flfaifddpftczprcome	237	7	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	237	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	237	9	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	237	10	co	co	NN
work_zbpzx43flfaifddpftczprcome	237	11	-	-	NN
work_zbpzx43flfaifddpftczprcome	237	12	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	237	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	237	14	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	237	15	co	co	NN
work_zbpzx43flfaifddpftczprcome	237	16	-	-	JJ
work_zbpzx43flfaifddpftczprcome	237	17	occurrence	occurrence	JJ
work_zbpzx43flfaifddpftczprcome	237	18	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	237	19	,	,	,
work_zbpzx43flfaifddpftczprcome	237	20	while	while	IN
work_zbpzx43flfaifddpftczprcome	237	21	preserving	preserve	VBG
work_zbpzx43flfaifddpftczprcome	237	22	several	several	JJ
work_zbpzx43flfaifddpftczprcome	237	23	author	author	NN
work_zbpzx43flfaifddpftczprcome	237	24	attributes	attribute	VBZ
work_zbpzx43flfaifddpftczprcome	237	25	leads	lead	VBZ
work_zbpzx43flfaifddpftczprcome	237	26	to	to	IN
work_zbpzx43flfaifddpftczprcome	237	27	significant	significant	JJ
work_zbpzx43flfaifddpftczprcome	237	28	improvement	improvement	NN
work_zbpzx43flfaifddpftczprcome	237	29	in	in	IN
work_zbpzx43flfaifddpftczprcome	237	30	the	the	DT
work_zbpzx43flfaifddpftczprcome	237	31	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	237	32	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	237	33	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	237	34	for	for	IN
work_zbpzx43flfaifddpftczprcome	237	35	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	237	36	future	future	JJ
work_zbpzx43flfaifddpftczprcome	237	37	links	link	NNS
work_zbpzx43flfaifddpftczprcome	237	38	and	and	CC
work_zbpzx43flfaifddpftczprcome	237	39	LP	lp	JJ
work_zbpzx43flfaifddpftczprcome	237	40	tasks	task	NNS
work_zbpzx43flfaifddpftczprcome	237	41	.	.	.
work_zbpzx43flfaifddpftczprcome	238	1	However	however	RB
work_zbpzx43flfaifddpftczprcome	238	2	,	,	,
work_zbpzx43flfaifddpftczprcome	238	3	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	238	4	will	will	MD
work_zbpzx43flfaifddpftczprcome	238	5	continue	continue	VB
work_zbpzx43flfaifddpftczprcome	238	6	to	to	TO
work_zbpzx43flfaifddpftczprcome	238	7	experiment	experiment	VB
work_zbpzx43flfaifddpftczprcome	238	8	with	with	IN
work_zbpzx43flfaifddpftczprcome	238	9	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	238	10	model	model	NN
work_zbpzx43flfaifddpftczprcome	238	11	.	.	.
work_zbpzx43flfaifddpftczprcome	239	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	239	2	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	239	3	1	1	LS
work_zbpzx43flfaifddpftczprcome	239	4	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	239	5	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	239	6	space	space	NN
work_zbpzx43flfaifddpftczprcome	239	7	Table	table	NN
work_zbpzx43flfaifddpftczprcome	239	8	10	10	CD
work_zbpzx43flfaifddpftczprcome	239	9	Link	Link	NNP
work_zbpzx43flfaifddpftczprcome	239	10	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	239	11	for	for	IN
work_zbpzx43flfaifddpftczprcome	239	12	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	239	13	year	year	NN
work_zbpzx43flfaifddpftczprcome	239	14	on	on	IN
work_zbpzx43flfaifddpftczprcome	239	15	the	the	DT
work_zbpzx43flfaifddpftczprcome	239	16	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	239	17	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	239	18	.	.	.
work_zbpzx43flfaifddpftczprcome	240	1	Precision	Precision	NNP
work_zbpzx43flfaifddpftczprcome	240	2	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	240	3	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	240	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	5	macro	macro	NN
work_zbpzx43flfaifddpftczprcome	240	6	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	7	F1-score	F1-score	NNP
work_zbpzx43flfaifddpftczprcome	240	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	9	micro	micro	NN
work_zbpzx43flfaifddpftczprcome	240	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	11	Log	log	NN
work_zbpzx43flfaifddpftczprcome	240	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	240	13	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	240	14	ROC	ROC	NNP
work_zbpzx43flfaifddpftczprcome	240	15	–	–	:
work_zbpzx43flfaifddpftczprcome	240	16	AUC	AUC	NNP
work_zbpzx43flfaifddpftczprcome	240	17	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	18	1	1	CD
work_zbpzx43flfaifddpftczprcome	240	19	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	20	0.767	0.767	CD
work_zbpzx43flfaifddpftczprcome	240	21	0.831	0.831	CD
work_zbpzx43flfaifddpftczprcome	240	22	0.703	0.703	CD
work_zbpzx43flfaifddpftczprcome	240	23	0.783	0.783	CD
work_zbpzx43flfaifddpftczprcome	240	24	0.236	0.236	CD
work_zbpzx43flfaifddpftczprcome	240	25	0.859	0.859	CD
work_zbpzx43flfaifddpftczprcome	240	26	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	27	3	3	CD
work_zbpzx43flfaifddpftczprcome	240	28	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	29	0.731	0.731	CD
work_zbpzx43flfaifddpftczprcome	240	30	0.822	0.822	CD
work_zbpzx43flfaifddpftczprcome	240	31	0.698	0.698	CD
work_zbpzx43flfaifddpftczprcome	240	32	0.778	0.778	CD
work_zbpzx43flfaifddpftczprcome	240	33	0.244	0.244	CD
work_zbpzx43flfaifddpftczprcome	240	34	0.813	0.813	CD
work_zbpzx43flfaifddpftczprcome	240	35	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	36	1)+(2	1)+(2	CD
work_zbpzx43flfaifddpftczprcome	240	37	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	38	0.811	0.811	CD
work_zbpzx43flfaifddpftczprcome	240	39	0.843	0.843	CD
work_zbpzx43flfaifddpftczprcome	240	40	0.726	0.726	CD
work_zbpzx43flfaifddpftczprcome	240	41	0.805	0.805	CD
work_zbpzx43flfaifddpftczprcome	240	42	0.216	0.216	CD
work_zbpzx43flfaifddpftczprcome	240	43	0.864	0.864	CD
work_zbpzx43flfaifddpftczprcome	240	44	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	45	1)+(3	1)+(3	CD
work_zbpzx43flfaifddpftczprcome	240	46	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	47	0.763	0.763	CD
work_zbpzx43flfaifddpftczprcome	240	48	0.821	0.821	CD
work_zbpzx43flfaifddpftczprcome	240	49	0.703	0.703	CD
work_zbpzx43flfaifddpftczprcome	240	50	0.775	0.775	CD
work_zbpzx43flfaifddpftczprcome	240	51	0.231	0.231	CD
work_zbpzx43flfaifddpftczprcome	240	52	0.839	0.839	CD
work_zbpzx43flfaifddpftczprcome	240	53	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	54	1)+(4	1)+(4	CD
work_zbpzx43flfaifddpftczprcome	240	55	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	56	0.772	0.772	CD
work_zbpzx43flfaifddpftczprcome	240	57	0.833	0.833	CD
work_zbpzx43flfaifddpftczprcome	240	58	0.715	0.715	CD
work_zbpzx43flfaifddpftczprcome	240	59	0.794	0.794	CD
work_zbpzx43flfaifddpftczprcome	240	60	0.223	0.223	CD
work_zbpzx43flfaifddpftczprcome	240	61	0.861	0.861	CD
work_zbpzx43flfaifddpftczprcome	240	62	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	63	3)+(4	3)+(4	NN
work_zbpzx43flfaifddpftczprcome	240	64	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	65	0.747	0.747	CD
work_zbpzx43flfaifddpftczprcome	240	66	0.824	0.824	CD
work_zbpzx43flfaifddpftczprcome	240	67	0.719	0.719	CD
work_zbpzx43flfaifddpftczprcome	240	68	0.791	0.791	CD
work_zbpzx43flfaifddpftczprcome	240	69	0.241	0.241	CD
work_zbpzx43flfaifddpftczprcome	240	70	0.825	0.825	CD
work_zbpzx43flfaifddpftczprcome	240	71	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	72	1)+(2)+(3	1)+(2)+(3	CD
work_zbpzx43flfaifddpftczprcome	240	73	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	74	0.808	0.808	CD
work_zbpzx43flfaifddpftczprcome	240	75	0.835	0.835	CD
work_zbpzx43flfaifddpftczprcome	240	76	0.724	0.724	CD
work_zbpzx43flfaifddpftczprcome	240	77	0.807	0.807	CD
work_zbpzx43flfaifddpftczprcome	240	78	0.193	0.193	CD
work_zbpzx43flfaifddpftczprcome	240	79	0.866	0.866	CD
work_zbpzx43flfaifddpftczprcome	240	80	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	81	1)+(2)+(4	1)+(2)+(4	CD
work_zbpzx43flfaifddpftczprcome	240	82	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	83	0.821	0.821	CD
work_zbpzx43flfaifddpftczprcome	240	84	0.842	0.842	CD
work_zbpzx43flfaifddpftczprcome	240	85	0.733	0.733	CD
work_zbpzx43flfaifddpftczprcome	240	86	0.813	0.813	CD
work_zbpzx43flfaifddpftczprcome	240	87	0.203	0.203	CD
work_zbpzx43flfaifddpftczprcome	240	88	0.872	0.872	CD
work_zbpzx43flfaifddpftczprcome	240	89	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	240	90	1)+(2)+(3)+(4	1)+(2)+(3)+(4	CD
work_zbpzx43flfaifddpftczprcome	240	91	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	240	92	0.812	0.812	CD
work_zbpzx43flfaifddpftczprcome	240	93	0.844	0.844	CD
work_zbpzx43flfaifddpftczprcome	240	94	0.745	0.745	CD
work_zbpzx43flfaifddpftczprcome	240	95	0.811	0.811	CD
work_zbpzx43flfaifddpftczprcome	240	96	0.176	0.176	CD
work_zbpzx43flfaifddpftczprcome	240	97	0.876	0.876	CD
work_zbpzx43flfaifddpftczprcome	240	98	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	240	99	et	et	NNP
work_zbpzx43flfaifddpftczprcome	240	100	al	al	NNP
work_zbpzx43flfaifddpftczprcome	240	101	.	.	.
work_zbpzx43flfaifddpftczprcome	241	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	241	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	241	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	241	4	,	,	,
work_zbpzx43flfaifddpftczprcome	241	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	241	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	241	7	.	.	.
work_zbpzx43flfaifddpftczprcome	242	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	242	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	242	3	,	,	,
work_zbpzx43flfaifddpftczprcome	242	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	242	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	242	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	242	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	242	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	242	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	242	10	13/20	13/20	CD
work_zbpzx43flfaifddpftczprcome	242	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	242	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	ADD
work_zbpzx43flfaifddpftczprcome	242	13	from	from	IN
work_zbpzx43flfaifddpftczprcome	242	14	the	the	DT
work_zbpzx43flfaifddpftczprcome	242	15	List	list	NN
work_zbpzx43flfaifddpftczprcome	242	16	1	1	CD
work_zbpzx43flfaifddpftczprcome	242	17	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	242	18	node2vec	node2vec	NNP
work_zbpzx43flfaifddpftczprcome	242	19	model	model	NN
work_zbpzx43flfaifddpftczprcome	242	20	with	with	IN
work_zbpzx43flfaifddpftczprcome	242	21	d	d	NN
work_zbpzx43flfaifddpftczprcome	242	22	=	=	SYM
work_zbpzx43flfaifddpftczprcome	242	23	128	128	CD
work_zbpzx43flfaifddpftczprcome	242	24	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	242	25	compared	compare	VBN
work_zbpzx43flfaifddpftczprcome	242	26	also	also	RB
work_zbpzx43flfaifddpftczprcome	242	27	on	on	IN
work_zbpzx43flfaifddpftczprcome	242	28	d	d	NN
work_zbpzx43flfaifddpftczprcome	242	29	=	=	SYM
work_zbpzx43flfaifddpftczprcome	242	30	128	128	CD
work_zbpzx43flfaifddpftczprcome	242	31	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	242	32	and	and	CC
work_zbpzx43flfaifddpftczprcome	242	33	parameters	parameter	NNS
work_zbpzx43flfaifddpftczprcome	242	34	p	p	NNP
work_zbpzx43flfaifddpftczprcome	242	35	,	,	,
work_zbpzx43flfaifddpftczprcome	242	36	q	q	NNP
work_zbpzx43flfaifddpftczprcome	242	37	=	=	NFP
work_zbpzx43flfaifddpftczprcome	242	38	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	242	39	1,0.25	1,0.25	CD
work_zbpzx43flfaifddpftczprcome	242	40	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	242	41	obtained	obtain	VBN
work_zbpzx43flfaifddpftczprcome	242	42	by	by	IN
work_zbpzx43flfaifddpftczprcome	242	43	us	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	242	44	via	via	IN
work_zbpzx43flfaifddpftczprcome	242	45	model	model	NN
work_zbpzx43flfaifddpftczprcome	242	46	fitting	fit	VBG
work_zbpzx43flfaifddpftczprcome	242	47	on	on	IN
work_zbpzx43flfaifddpftczprcome	242	48	a	a	DT
work_zbpzx43flfaifddpftczprcome	242	49	given	give	VBN
work_zbpzx43flfaifddpftczprcome	242	50	d	d	NN
work_zbpzx43flfaifddpftczprcome	242	51	and	and	CC
work_zbpzx43flfaifddpftczprcome	242	52	logistic	logistic	JJ
work_zbpzx43flfaifddpftczprcome	242	53	regression	regression	NNP
work_zbpzx43flfaifddpftczprcome	242	54	baseline	baseline	NNP
work_zbpzx43flfaifddpftczprcome	242	55	model	model	NN
work_zbpzx43flfaifddpftczprcome	242	56	.	.	.
work_zbpzx43flfaifddpftczprcome	243	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	243	2	small	small	JJ
work_zbpzx43flfaifddpftczprcome	243	3	q	q	NN
work_zbpzx43flfaifddpftczprcome	243	4	value	value	NN
work_zbpzx43flfaifddpftczprcome	243	5	shows	show	VBZ
work_zbpzx43flfaifddpftczprcome	243	6	that	that	IN
work_zbpzx43flfaifddpftczprcome	243	7	considering	consider	VBG
work_zbpzx43flfaifddpftczprcome	243	8	local	local	JJ
work_zbpzx43flfaifddpftczprcome	243	9	proximity	proximity	NN
work_zbpzx43flfaifddpftczprcome	243	10	was	be	VBD
work_zbpzx43flfaifddpftczprcome	243	11	more	more	RBR
work_zbpzx43flfaifddpftczprcome	243	12	important	important	JJ
work_zbpzx43flfaifddpftczprcome	243	13	than	than	IN
work_zbpzx43flfaifddpftczprcome	243	14	proximities	proximity	NNS
work_zbpzx43flfaifddpftczprcome	243	15	of	of	IN
work_zbpzx43flfaifddpftczprcome	243	16	highest	high	JJS
work_zbpzx43flfaifddpftczprcome	243	17	orders	order	NNS
work_zbpzx43flfaifddpftczprcome	243	18	.	.	.
work_zbpzx43flfaifddpftczprcome	244	1	However	however	RB
work_zbpzx43flfaifddpftczprcome	244	2	,	,	,
work_zbpzx43flfaifddpftczprcome	244	3	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	244	4	aim	aim	VBP
work_zbpzx43flfaifddpftczprcome	244	5	to	to	IN
work_zbpzx43flfaifddpftczprcome	244	6	further	further	RB
work_zbpzx43flfaifddpftczprcome	244	7	study	study	VB
work_zbpzx43flfaifddpftczprcome	244	8	this	this	DT
work_zbpzx43flfaifddpftczprcome	244	9	question	question	NN
work_zbpzx43flfaifddpftczprcome	244	10	taking	take	VBG
work_zbpzx43flfaifddpftczprcome	244	11	into	into	IN
work_zbpzx43flfaifddpftczprcome	244	12	account	account	NN
work_zbpzx43flfaifddpftczprcome	244	13	modern	modern	JJ
work_zbpzx43flfaifddpftczprcome	244	14	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	244	15	of	of	IN
work_zbpzx43flfaifddpftczprcome	244	16	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	244	17	auto	auto	NN
work_zbpzx43flfaifddpftczprcome	244	18	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	244	19	encoders	encoder	NNS
work_zbpzx43flfaifddpftczprcome	244	20	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	244	21	Kipf	Kipf	NNP
work_zbpzx43flfaifddpftczprcome	244	22	&	&	CC
work_zbpzx43flfaifddpftczprcome	244	23	Welling	Welling	NNP
work_zbpzx43flfaifddpftczprcome	244	24	,	,	,
work_zbpzx43flfaifddpftczprcome	244	25	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	244	26	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	244	27	.	.	.
work_zbpzx43flfaifddpftczprcome	245	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	245	2	are	be	VBP
work_zbpzx43flfaifddpftczprcome	245	3	further	further	RB
work_zbpzx43flfaifddpftczprcome	245	4	working	work	VBG
work_zbpzx43flfaifddpftczprcome	245	5	on	on	IN
work_zbpzx43flfaifddpftczprcome	245	6	a	a	DT
work_zbpzx43flfaifddpftczprcome	245	7	new	new	JJ
work_zbpzx43flfaifddpftczprcome	245	8	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	245	9	model	model	NN
work_zbpzx43flfaifddpftczprcome	245	10	called	call	VBN
work_zbpzx43flfaifddpftczprcome	245	11	JONNE	JONNE	NNP
work_zbpzx43flfaifddpftczprcome	245	12	learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	245	13	high	high	JJ
work_zbpzx43flfaifddpftczprcome	245	14	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	245	15	node	node	NN
work_zbpzx43flfaifddpftczprcome	245	16	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	245	17	in	in	IN
work_zbpzx43flfaifddpftczprcome	245	18	tandem	tandem	NN
work_zbpzx43flfaifddpftczprcome	245	19	with	with	IN
work_zbpzx43flfaifddpftczprcome	245	20	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	245	21	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	245	22	.	.	.
work_zbpzx43flfaifddpftczprcome	246	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	246	2	proved	prove	VBD
work_zbpzx43flfaifddpftczprcome	246	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	246	4	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	246	5	learned	learn	VBN
work_zbpzx43flfaifddpftczprcome	246	6	by	by	IN
work_zbpzx43flfaifddpftczprcome	246	7	JONNEE	JONNEE	NNP
work_zbpzx43flfaifddpftczprcome	246	8	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	246	9	almost	almost	RB
work_zbpzx43flfaifddpftczprcome	246	10	always	always	RB
work_zbpzx43flfaifddpftczprcome	246	11	superior	superior	JJ
work_zbpzx43flfaifddpftczprcome	246	12	then	then	RB
work_zbpzx43flfaifddpftczprcome	246	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	246	14	those	those	DT
work_zbpzx43flfaifddpftczprcome	246	15	learned	learn	VBN
work_zbpzx43flfaifddpftczprcome	246	16	by	by	IN
work_zbpzx43flfaifddpftczprcome	246	17	state	state	NN
work_zbpzx43flfaifddpftczprcome	246	18	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	246	19	of	of	IN
work_zbpzx43flfaifddpftczprcome	246	20	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	246	21	the	the	DT
work_zbpzx43flfaifddpftczprcome	246	22	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	246	23	art	art	NN
work_zbpzx43flfaifddpftczprcome	246	24	models	model	NNS
work_zbpzx43flfaifddpftczprcome	246	25	of	of	IN
work_zbpzx43flfaifddpftczprcome	246	26	all	all	DT
work_zbpzx43flfaifddpftczprcome	246	27	different	different	JJ
work_zbpzx43flfaifddpftczprcome	246	28	types	type	NNS
work_zbpzx43flfaifddpftczprcome	246	29	:	:	:
work_zbpzx43flfaifddpftczprcome	246	30	matrix	matrix	NN
work_zbpzx43flfaifddpftczprcome	246	31	factorization	factorization	NN
work_zbpzx43flfaifddpftczprcome	246	32	based	base	VBN
work_zbpzx43flfaifddpftczprcome	246	33	,	,	,
work_zbpzx43flfaifddpftczprcome	246	34	sequence	sequence	NN
work_zbpzx43flfaifddpftczprcome	246	35	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	246	36	based	base	VBN
work_zbpzx43flfaifddpftczprcome	246	37	and	and	CC
work_zbpzx43flfaifddpftczprcome	246	38	deep	deep	JJ
work_zbpzx43flfaifddpftczprcome	246	39	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	246	40	based	base	VBN
work_zbpzx43flfaifddpftczprcome	246	41	but	but	CC
work_zbpzx43flfaifddpftczprcome	246	42	the	the	DT
work_zbpzx43flfaifddpftczprcome	246	43	model	model	NN
work_zbpzx43flfaifddpftczprcome	246	44	has	have	VBZ
work_zbpzx43flfaifddpftczprcome	246	45	a	a	DT
work_zbpzx43flfaifddpftczprcome	246	46	certain	certain	JJ
work_zbpzx43flfaifddpftczprcome	246	47	drawback	drawback	NN
work_zbpzx43flfaifddpftczprcome	246	48	of	of	IN
work_zbpzx43flfaifddpftczprcome	246	49	longer	long	JJR
work_zbpzx43flfaifddpftczprcome	246	50	training	training	NN
work_zbpzx43flfaifddpftczprcome	246	51	similar	similar	JJ
work_zbpzx43flfaifddpftczprcome	246	52	to	to	TO
work_zbpzx43flfaifddpftczprcome	246	53	matrix	matrix	VB
work_zbpzx43flfaifddpftczprcome	246	54	factorizations	factorization	NNS
work_zbpzx43flfaifddpftczprcome	246	55	but	but	CC
work_zbpzx43flfaifddpftczprcome	246	56	less	less	RBR
work_zbpzx43flfaifddpftczprcome	246	57	parallelizable	parallelizable	JJ
work_zbpzx43flfaifddpftczprcome	246	58	,	,	,
work_zbpzx43flfaifddpftczprcome	246	59	thus	thus	RB
work_zbpzx43flfaifddpftczprcome	246	60	giving	give	VBG
work_zbpzx43flfaifddpftczprcome	246	61	us	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	246	62	the	the	DT
work_zbpzx43flfaifddpftczprcome	246	63	dilemma	dilemma	NN
work_zbpzx43flfaifddpftczprcome	246	64	to	to	TO
work_zbpzx43flfaifddpftczprcome	246	65	choose	choose	VB
work_zbpzx43flfaifddpftczprcome	246	66	between	between	IN
work_zbpzx43flfaifddpftczprcome	246	67	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	246	68	and	and	CC
work_zbpzx43flfaifddpftczprcome	246	69	processing	processing	NN
work_zbpzx43flfaifddpftczprcome	246	70	speed	speed	NN
work_zbpzx43flfaifddpftczprcome	246	71	of	of	IN
work_zbpzx43flfaifddpftczprcome	246	72	suggested	suggest	VBN
work_zbpzx43flfaifddpftczprcome	246	73	solution	solution	NN
work_zbpzx43flfaifddpftczprcome	246	74	for	for	IN
work_zbpzx43flfaifddpftczprcome	246	75	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	246	76	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	246	77	construction	construction	NN
work_zbpzx43flfaifddpftczprcome	246	78	.	.	.
work_zbpzx43flfaifddpftczprcome	247	1	Figure	figure	NN
work_zbpzx43flfaifddpftczprcome	247	2	2	2	CD
work_zbpzx43flfaifddpftczprcome	247	3	Low	low	JJ
work_zbpzx43flfaifddpftczprcome	247	4	log	log	NN
work_zbpzx43flfaifddpftczprcome	247	5	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	247	6	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	247	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	247	8	high	high	JJ
work_zbpzx43flfaifddpftczprcome	247	9	accuracy	accuracy	NN
work_zbpzx43flfaifddpftczprcome	247	10	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	247	11	plotted	plot	VBN
work_zbpzx43flfaifddpftczprcome	247	12	log	log	NN
work_zbpzx43flfaifddpftczprcome	247	13	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	247	14	scale	scale	NN
work_zbpzx43flfaifddpftczprcome	247	15	Y	y	NN
work_zbpzx43flfaifddpftczprcome	247	16	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	247	17	axis	axis	NNP
work_zbpzx43flfaifddpftczprcome	247	18	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	247	19	represent	represent	VBP
work_zbpzx43flfaifddpftczprcome	247	20	the	the	DT
work_zbpzx43flfaifddpftczprcome	247	21	best	good	JJS
work_zbpzx43flfaifddpftczprcome	247	22	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	247	23	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	247	24	.	.	.
work_zbpzx43flfaifddpftczprcome	248	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	248	2	show	show	VBP
work_zbpzx43flfaifddpftczprcome	248	3	that	that	IN
work_zbpzx43flfaifddpftczprcome	248	4	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	248	5	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	248	6	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	248	7	L1	L1	NNP
work_zbpzx43flfaifddpftczprcome	248	8	and	and	CC
work_zbpzx43flfaifddpftczprcome	248	9	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	248	10	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	248	11	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	248	12	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	248	13	operators	operator	NNS
work_zbpzx43flfaifddpftczprcome	248	14	are	be	VBP
work_zbpzx43flfaifddpftczprcome	248	15	on	on	IN
work_zbpzx43flfaifddpftczprcome	248	16	par	par	NN
work_zbpzx43flfaifddpftczprcome	248	17	with	with	IN
work_zbpzx43flfaifddpftczprcome	248	18	the	the	DT
work_zbpzx43flfaifddpftczprcome	248	19	state	state	NN
work_zbpzx43flfaifddpftczprcome	248	20	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	248	21	of	of	IN
work_zbpzx43flfaifddpftczprcome	248	22	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	248	23	art	art	NN
work_zbpzx43flfaifddpftczprcome	248	24	Hadamard	Hadamard	NNP
work_zbpzx43flfaifddpftczprcome	248	25	product	product	NN
work_zbpzx43flfaifddpftczprcome	248	26	presented	present	VBN
work_zbpzx43flfaifddpftczprcome	248	27	in	in	IN
work_zbpzx43flfaifddpftczprcome	248	28	Grover	Grover	NNP
work_zbpzx43flfaifddpftczprcome	248	29	&	&	CC
work_zbpzx43flfaifddpftczprcome	248	30	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	248	31	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	248	32	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	248	33	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	248	34	and	and	CC
work_zbpzx43flfaifddpftczprcome	248	35	outperform	outperform	VB
work_zbpzx43flfaifddpftczprcome	248	36	it	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	248	37	when	when	WRB
work_zbpzx43flfaifddpftczprcome	248	38	train	train	NN
work_zbpzx43flfaifddpftczprcome	248	39	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	248	40	size	size	NN
work_zbpzx43flfaifddpftczprcome	248	41	increases	increase	NNS
work_zbpzx43flfaifddpftczprcome	248	42	based	base	VBN
work_zbpzx43flfaifddpftczprcome	248	43	on	on	IN
work_zbpzx43flfaifddpftczprcome	248	44	Log	Log	NNP
work_zbpzx43flfaifddpftczprcome	248	45	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	248	46	loss	loss	NN
work_zbpzx43flfaifddpftczprcome	248	47	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	248	48	A	a	NN
work_zbpzx43flfaifddpftczprcome	248	49	and	and	CC
work_zbpzx43flfaifddpftczprcome	248	50	B	b	NN
work_zbpzx43flfaifddpftczprcome	248	51	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	248	52	and	and	CC
work_zbpzx43flfaifddpftczprcome	248	53	Accuracy	Accuracy	NNP
work_zbpzx43flfaifddpftczprcome	248	54	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	248	55	C	C	NNP
work_zbpzx43flfaifddpftczprcome	248	56	and	and	CC
work_zbpzx43flfaifddpftczprcome	248	57	D	D	NNP
work_zbpzx43flfaifddpftczprcome	248	58	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	248	59	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	248	60	computed	compute	VBN
work_zbpzx43flfaifddpftczprcome	248	61	for	for	IN
work_zbpzx43flfaifddpftczprcome	248	62	train	train	NN
work_zbpzx43flfaifddpftczprcome	248	63	and	and	CC
work_zbpzx43flfaifddpftczprcome	248	64	test	test	NN
work_zbpzx43flfaifddpftczprcome	248	65	sets	set	NNS
work_zbpzx43flfaifddpftczprcome	248	66	.	.	.
work_zbpzx43flfaifddpftczprcome	249	1	Full	full	JJ
work_zbpzx43flfaifddpftczprcome	249	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	249	3	size	size	NN
work_zbpzx43flfaifddpftczprcome	249	4	DOI	doi	NN
work_zbpzx43flfaifddpftczprcome	249	5	:	:	:
work_zbpzx43flfaifddpftczprcome	249	6	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	249	7	/	/	SYM
work_zbpzx43flfaifddpftczprcome	249	8	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	249	9	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	249	10	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	249	11	/	/	SYM
work_zbpzx43flfaifddpftczprcome	249	12	fig-2	fig-2	NNP
work_zbpzx43flfaifddpftczprcome	249	13	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	249	14	et	et	NNP
work_zbpzx43flfaifddpftczprcome	249	15	al	al	NNP
work_zbpzx43flfaifddpftczprcome	249	16	.	.	.
work_zbpzx43flfaifddpftczprcome	250	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	250	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	250	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	250	4	,	,	,
work_zbpzx43flfaifddpftczprcome	250	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	250	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	250	7	.	.	.
work_zbpzx43flfaifddpftczprcome	251	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	251	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	251	3	,	,	,
work_zbpzx43flfaifddpftczprcome	251	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	251	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	251	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	251	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	251	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	251	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	251	10	14/20	14/20	CD
work_zbpzx43flfaifddpftczprcome	251	11	http://dx.doi.org/10.7717/peerj-cs.172/fig-2	http://dx.doi.org/10.7717/peerj-cs.172/fig-2	PRP$
work_zbpzx43flfaifddpftczprcome	251	12	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	251	13	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNS
work_zbpzx43flfaifddpftczprcome	251	14	While	while	IN
work_zbpzx43flfaifddpftczprcome	251	15	the	the	DT
work_zbpzx43flfaifddpftczprcome	251	16	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	251	17	task	task	NN
work_zbpzx43flfaifddpftczprcome	251	18	still	still	RB
work_zbpzx43flfaifddpftczprcome	251	19	remains	remain	VBZ
work_zbpzx43flfaifddpftczprcome	251	20	hard	hard	JJ
work_zbpzx43flfaifddpftczprcome	251	21	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	251	22	for	for	IN
work_zbpzx43flfaifddpftczprcome	251	23	network	network	NN
work_zbpzx43flfaifddpftczprcome	251	24	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	251	25	,	,	,
work_zbpzx43flfaifddpftczprcome	251	26	its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	251	27	application	application	NN
work_zbpzx43flfaifddpftczprcome	251	28	to	to	IN
work_zbpzx43flfaifddpftczprcome	251	29	matching	match	VBG
work_zbpzx43flfaifddpftczprcome	251	30	collaborators	collaborator	NNS
work_zbpzx43flfaifddpftczprcome	251	31	based	base	VBN
work_zbpzx43flfaifddpftczprcome	251	32	on	on	IN
work_zbpzx43flfaifddpftczprcome	251	33	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	251	34	,	,	,
work_zbpzx43flfaifddpftczprcome	251	35	attribute	attribute	NN
work_zbpzx43flfaifddpftczprcome	251	36	and	and	CC
work_zbpzx43flfaifddpftczprcome	251	37	content	content	NN
work_zbpzx43flfaifddpftczprcome	251	38	information	information	NN
work_zbpzx43flfaifddpftczprcome	251	39	shows	show	VBZ
work_zbpzx43flfaifddpftczprcome	251	40	promising	promising	JJ
work_zbpzx43flfaifddpftczprcome	251	41	results	result	NNS
work_zbpzx43flfaifddpftczprcome	251	42	on	on	IN
work_zbpzx43flfaifddpftczprcome	251	43	applicability	applicability	NN
work_zbpzx43flfaifddpftczprcome	251	44	of	of	IN
work_zbpzx43flfaifddpftczprcome	251	45	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	251	46	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	251	47	based	base	VBN
work_zbpzx43flfaifddpftczprcome	251	48	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	251	49	system	system	NN
work_zbpzx43flfaifddpftczprcome	251	50	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	251	51	links	link	NNS
work_zbpzx43flfaifddpftczprcome	251	52	in	in	IN
work_zbpzx43flfaifddpftczprcome	251	53	the	the	DT
work_zbpzx43flfaifddpftczprcome	251	54	co	co	NN
work_zbpzx43flfaifddpftczprcome	251	55	-	-	JJ
work_zbpzx43flfaifddpftczprcome	251	56	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	251	57	network	network	NN
work_zbpzx43flfaifddpftczprcome	251	58	and	and	CC
work_zbpzx43flfaifddpftczprcome	251	59	incorporating	incorporate	VBG
work_zbpzx43flfaifddpftczprcome	251	60	author	author	NN
work_zbpzx43flfaifddpftczprcome	251	61	research	research	NN
work_zbpzx43flfaifddpftczprcome	251	62	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	251	63	in	in	IN
work_zbpzx43flfaifddpftczprcome	251	64	collaborative	collaborative	JJ
work_zbpzx43flfaifddpftczprcome	251	65	patterns	pattern	NNS
work_zbpzx43flfaifddpftczprcome	251	66	.	.	.
work_zbpzx43flfaifddpftczprcome	252	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	252	2	aim	aim	VBP
work_zbpzx43flfaifddpftczprcome	252	3	to	to	TO
work_zbpzx43flfaifddpftczprcome	252	4	generalize	generalize	VB
work_zbpzx43flfaifddpftczprcome	252	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	252	6	model	model	NN
work_zbpzx43flfaifddpftczprcome	252	7	based	base	VBN
work_zbpzx43flfaifddpftczprcome	252	8	on	on	IN
work_zbpzx43flfaifddpftczprcome	252	9	full	full	JJ
work_zbpzx43flfaifddpftczprcome	252	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	252	11	text	text	NN
work_zbpzx43flfaifddpftczprcome	252	12	extraction	extraction	NN
work_zbpzx43flfaifddpftczprcome	252	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	252	14	research	research	NN
work_zbpzx43flfaifddpftczprcome	252	15	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	252	16	from	from	IN
work_zbpzx43flfaifddpftczprcome	252	17	collections	collection	NNS
work_zbpzx43flfaifddpftczprcome	252	18	of	of	IN
work_zbpzx43flfaifddpftczprcome	252	19	source	source	NN
work_zbpzx43flfaifddpftczprcome	252	20	documents	document	NNS
work_zbpzx43flfaifddpftczprcome	252	21	and	and	CC
work_zbpzx43flfaifddpftczprcome	252	22	studying	study	VBG
work_zbpzx43flfaifddpftczprcome	252	23	deep	deep	JJ
work_zbpzx43flfaifddpftczprcome	252	24	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	252	25	solutions	solution	NNS
work_zbpzx43flfaifddpftczprcome	252	26	for	for	IN
work_zbpzx43flfaifddpftczprcome	252	27	representing	represent	VBG
work_zbpzx43flfaifddpftczprcome	252	28	combined	combined	JJ
work_zbpzx43flfaifddpftczprcome	252	29	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	252	30	of	of	IN
work_zbpzx43flfaifddpftczprcome	252	31	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	252	32	and	and	CC
work_zbpzx43flfaifddpftczprcome	252	33	content	content	JJ
work_zbpzx43flfaifddpftczprcome	252	34	information	information	NN
work_zbpzx43flfaifddpftczprcome	252	35	for	for	IN
work_zbpzx43flfaifddpftczprcome	252	36	co-	co-	JJ
work_zbpzx43flfaifddpftczprcome	252	37	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	252	38	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	252	39	.	.	.
work_zbpzx43flfaifddpftczprcome	253	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	253	2	code	code	NN
work_zbpzx43flfaifddpftczprcome	253	3	for	for	IN
work_zbpzx43flfaifddpftczprcome	253	4	computing	compute	VBG
work_zbpzx43flfaifddpftczprcome	253	5	all	all	PDT
work_zbpzx43flfaifddpftczprcome	253	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	253	7	models	model	NNS
work_zbpzx43flfaifddpftczprcome	253	8	with	with	IN
work_zbpzx43flfaifddpftczprcome	253	9	respect	respect	NN
work_zbpzx43flfaifddpftczprcome	253	10	to	to	IN
work_zbpzx43flfaifddpftczprcome	253	11	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	253	12	evaluation	evaluation	NN
work_zbpzx43flfaifddpftczprcome	253	13	,	,	,
work_zbpzx43flfaifddpftczprcome	253	14	choosing	choose	VBG
work_zbpzx43flfaifddpftczprcome	253	15	proper	proper	JJ
work_zbpzx43flfaifddpftczprcome	253	16	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	253	17	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	253	18	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	253	19	and	and	CC
work_zbpzx43flfaifddpftczprcome	253	20	tuning	tune	VBG
work_zbpzx43flfaifddpftczprcome	253	21	hyper	hyper	NN
work_zbpzx43flfaifddpftczprcome	253	22	-	-	NNS
work_zbpzx43flfaifddpftczprcome	253	23	parameters	parameter	NNS
work_zbpzx43flfaifddpftczprcome	253	24	of	of	IN
work_zbpzx43flfaifddpftczprcome	253	25	node	node	JJ
work_zbpzx43flfaifddpftczprcome	253	26	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	253	27	will	will	MD
work_zbpzx43flfaifddpftczprcome	253	28	be	be	VB
work_zbpzx43flfaifddpftczprcome	253	29	uploaded	uploaded	JJ
work_zbpzx43flfaifddpftczprcome	253	30	on	on	IN
work_zbpzx43flfaifddpftczprcome	253	31	GitHub	GitHub	NNP
work_zbpzx43flfaifddpftczprcome	253	32	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	253	33	http://github.com/makarovia/jcdl2018/	http://github.com/makarovia/jcdl2018/	NNP
work_zbpzx43flfaifddpftczprcome	253	34	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	253	35	including	include	VBG
work_zbpzx43flfaifddpftczprcome	253	36	the	the	DT
work_zbpzx43flfaifddpftczprcome	253	37	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	253	38	and	and	CC
work_zbpzx43flfaifddpftczprcome	253	39	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	253	40	datasets	dataset	VBZ
work_zbpzx43flfaifddpftczprcome	253	41	.	.	.
work_zbpzx43flfaifddpftczprcome	254	1	CONCLUSION	conclusion	NN
work_zbpzx43flfaifddpftczprcome	254	2	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	254	3	have	have	VBP
work_zbpzx43flfaifddpftczprcome	254	4	improved	improve	VBN
work_zbpzx43flfaifddpftczprcome	254	5	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	254	6	systems	system	NNS
work_zbpzx43flfaifddpftczprcome	254	7	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	254	8	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	254	9	,	,	,
work_zbpzx43flfaifddpftczprcome	254	10	Bulanov	Bulanov	NNP
work_zbpzx43flfaifddpftczprcome	254	11	&	&	CC
work_zbpzx43flfaifddpftczprcome	254	12	Zhukov	Zhukov	NNP
work_zbpzx43flfaifddpftczprcome	254	13	,	,	,
work_zbpzx43flfaifddpftczprcome	254	14	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	254	15	;	;	:
work_zbpzx43flfaifddpftczprcome	254	16	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	254	17	et	et	NNP
work_zbpzx43flfaifddpftczprcome	254	18	al	al	NNP
work_zbpzx43flfaifddpftczprcome	254	19	.	.	NNP
work_zbpzx43flfaifddpftczprcome	254	20	,	,	,
work_zbpzx43flfaifddpftczprcome	254	21	2018a	2018a	CD
work_zbpzx43flfaifddpftczprcome	254	22	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	254	23	based	base	VBN
work_zbpzx43flfaifddpftczprcome	254	24	on	on	IN
work_zbpzx43flfaifddpftczprcome	254	25	choosing	choose	VBG
work_zbpzx43flfaifddpftczprcome	254	26	proper	proper	JJ
work_zbpzx43flfaifddpftczprcome	254	27	link	link	NN
work_zbpzx43flfaifddpftczprcome	254	28	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	254	29	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	254	30	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	254	31	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	254	32	et	et	NNP
work_zbpzx43flfaifddpftczprcome	254	33	al	al	NNP
work_zbpzx43flfaifddpftczprcome	254	34	.	.	NNP
work_zbpzx43flfaifddpftczprcome	254	35	,	,	,
work_zbpzx43flfaifddpftczprcome	254	36	2018b	2018b	CD
work_zbpzx43flfaifddpftczprcome	254	37	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	254	38	and	and	CC
work_zbpzx43flfaifddpftczprcome	254	39	including	include	VBG
work_zbpzx43flfaifddpftczprcome	254	40	research	research	NN
work_zbpzx43flfaifddpftczprcome	254	41	interest	interest	NN
work_zbpzx43flfaifddpftczprcome	254	42	information	information	NN
work_zbpzx43flfaifddpftczprcome	254	43	presented	present	VBD
work_zbpzx43flfaifddpftczprcome	254	44	as	as	IN
work_zbpzx43flfaifddpftczprcome	254	45	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	254	46	of	of	IN
work_zbpzx43flfaifddpftczprcome	254	47	nodes	node	NNS
work_zbpzx43flfaifddpftczprcome	254	48	in	in	IN
work_zbpzx43flfaifddpftczprcome	254	49	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	254	50	co	co	NN
work_zbpzx43flfaifddpftczprcome	254	51	-	-	JJ
work_zbpzx43flfaifddpftczprcome	254	52	occurrence	occurrence	JJ
work_zbpzx43flfaifddpftczprcome	254	53	network	network	NN
work_zbpzx43flfaifddpftczprcome	254	54	connecting	connect	VBG
work_zbpzx43flfaifddpftczprcome	254	55	keywords	keyword	NNS
work_zbpzx43flfaifddpftczprcome	254	56	relating	relate	VBG
work_zbpzx43flfaifddpftczprcome	254	57	to	to	IN
work_zbpzx43flfaifddpftczprcome	254	58	a	a	DT
work_zbpzx43flfaifddpftczprcome	254	59	given	give	VBN
work_zbpzx43flfaifddpftczprcome	254	60	research	research	NN
work_zbpzx43flfaifddpftczprcome	254	61	article	article	NN
work_zbpzx43flfaifddpftczprcome	254	62	.	.	.
work_zbpzx43flfaifddpftczprcome	255	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	255	2	have	have	VBP
work_zbpzx43flfaifddpftczprcome	255	3	compared	compare	VBN
work_zbpzx43flfaifddpftczprcome	255	4	several	several	JJ
work_zbpzx43flfaifddpftczprcome	255	5	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	255	6	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	255	7	models	model	NNS
work_zbpzx43flfaifddpftczprcome	255	8	for	for	IN
work_zbpzx43flfaifddpftczprcome	255	9	future	future	NN
work_zbpzx43flfaifddpftczprcome	255	10	and	and	CC
work_zbpzx43flfaifddpftczprcome	255	11	missing	miss	VBG
work_zbpzx43flfaifddpftczprcome	255	12	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	255	13	problems	problem	NNS
work_zbpzx43flfaifddpftczprcome	255	14	interpreted	interpret	VBN
work_zbpzx43flfaifddpftczprcome	255	15	as	as	IN
work_zbpzx43flfaifddpftczprcome	255	16	a	a	DT
work_zbpzx43flfaifddpftczprcome	255	17	binary	binary	JJ
work_zbpzx43flfaifddpftczprcome	255	18	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	255	19	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	255	20	.	.	.
work_zbpzx43flfaifddpftczprcome	256	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	256	2	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	256	3	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	256	4	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	256	5	suggested	suggest	VBN
work_zbpzx43flfaifddpftczprcome	256	6	by	by	IN
work_zbpzx43flfaifddpftczprcome	256	7	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	256	8	et	et	NNP
work_zbpzx43flfaifddpftczprcome	256	9	al	al	NNP
work_zbpzx43flfaifddpftczprcome	256	10	.	.	.
work_zbpzx43flfaifddpftczprcome	257	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	257	2	2018b	2018b	LS
work_zbpzx43flfaifddpftczprcome	257	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	257	4	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	257	5	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	257	6	operator	operator	NN
work_zbpzx43flfaifddpftczprcome	257	7	called	call	VBN
work_zbpzx43flfaifddpftczprcome	257	8	Neighbor	Neighbor	NNP
work_zbpzx43flfaifddpftczprcome	257	9	Weighted	Weighted	NNP
work_zbpzx43flfaifddpftczprcome	257	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	257	11	L2	L2	NNP
work_zbpzx43flfaifddpftczprcome	257	12	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	257	13	see	see	VB
work_zbpzx43flfaifddpftczprcome	257	14	Table	table	NN
work_zbpzx43flfaifddpftczprcome	257	15	2	2	CD
work_zbpzx43flfaifddpftczprcome	257	16	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	257	17	outperforms	outperform	VBZ
work_zbpzx43flfaifddpftczprcome	257	18	all	all	PDT
work_zbpzx43flfaifddpftczprcome	257	19	the	the	DT
work_zbpzx43flfaifddpftczprcome	257	20	other	other	JJ
work_zbpzx43flfaifddpftczprcome	257	21	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	257	22	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	257	23	functions	function	NNS
work_zbpzx43flfaifddpftczprcome	257	24	due	due	JJ
work_zbpzx43flfaifddpftczprcome	257	25	to	to	IN
work_zbpzx43flfaifddpftczprcome	257	26	involving	involve	VBG
work_zbpzx43flfaifddpftczprcome	257	27	the	the	DT
work_zbpzx43flfaifddpftczprcome	257	28	neighborhood	neighborhood	NN
work_zbpzx43flfaifddpftczprcome	257	29	of	of	IN
work_zbpzx43flfaifddpftczprcome	257	30	the	the	DT
work_zbpzx43flfaifddpftczprcome	257	31	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	257	32	in	in	IN
work_zbpzx43flfaifddpftczprcome	257	33	the	the	DT
work_zbpzx43flfaifddpftczprcome	257	34	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	257	35	and	and	CC
work_zbpzx43flfaifddpftczprcome	257	36	was	be	VBD
work_zbpzx43flfaifddpftczprcome	257	37	properly	properly	RB
work_zbpzx43flfaifddpftczprcome	257	38	evaluated	evaluate	VBN
work_zbpzx43flfaifddpftczprcome	257	39	in	in	IN
work_zbpzx43flfaifddpftczprcome	257	40	this	this	DT
work_zbpzx43flfaifddpftczprcome	257	41	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	257	42	for	for	IN
work_zbpzx43flfaifddpftczprcome	257	43	both	both	DT
work_zbpzx43flfaifddpftczprcome	257	44	tasks	task	NNS
work_zbpzx43flfaifddpftczprcome	257	45	.	.	.
work_zbpzx43flfaifddpftczprcome	258	1	Among	among	IN
work_zbpzx43flfaifddpftczprcome	258	2	the	the	DT
work_zbpzx43flfaifddpftczprcome	258	3	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	258	4	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	258	5	models	model	NNS
work_zbpzx43flfaifddpftczprcome	258	6	,	,	,
work_zbpzx43flfaifddpftczprcome	258	7	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	258	8	outperforms	outperform	VBZ
work_zbpzx43flfaifddpftczprcome	258	9	all	all	PDT
work_zbpzx43flfaifddpftczprcome	258	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	258	11	others	other	NNS
work_zbpzx43flfaifddpftczprcome	258	12	except	except	IN
work_zbpzx43flfaifddpftczprcome	258	13	the	the	DT
work_zbpzx43flfaifddpftczprcome	258	14	LP	LP	NNP
work_zbpzx43flfaifddpftczprcome	258	15	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	258	16	on	on	IN
work_zbpzx43flfaifddpftczprcome	258	17	the	the	DT
work_zbpzx43flfaifddpftczprcome	258	18	sparse	sparse	JJ
work_zbpzx43flfaifddpftczprcome	258	19	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	258	20	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	258	21	while	while	IN
work_zbpzx43flfaifddpftczprcome	258	22	XGBoost	XGBoost	NNP
work_zbpzx43flfaifddpftczprcome	258	23	was	be	VBD
work_zbpzx43flfaifddpftczprcome	258	24	significantly	significantly	RB
work_zbpzx43flfaifddpftczprcome	258	25	overfitted	overfitte	VBN
work_zbpzx43flfaifddpftczprcome	258	26	;	;	:
work_zbpzx43flfaifddpftczprcome	258	27	however	however	RB
work_zbpzx43flfaifddpftczprcome	258	28	,	,	,
work_zbpzx43flfaifddpftczprcome	258	29	training	train	VBG
work_zbpzx43flfaifddpftczprcome	258	30	SVM	SVM	NNP
work_zbpzx43flfaifddpftczprcome	258	31	for	for	IN
work_zbpzx43flfaifddpftczprcome	258	32	large	large	JJ
work_zbpzx43flfaifddpftczprcome	258	33	graphs	graphs	NN
work_zbpzx43flfaifddpftczprcome	258	34	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	258	35	computationally	computationally	RB
work_zbpzx43flfaifddpftczprcome	258	36	hard	hard	JJ
work_zbpzx43flfaifddpftczprcome	258	37	.	.	.
work_zbpzx43flfaifddpftczprcome	259	1	Such	such	PDT
work_zbpzx43flfaifddpftczprcome	259	2	a	a	DT
work_zbpzx43flfaifddpftczprcome	259	3	constructed	construct	VBN
work_zbpzx43flfaifddpftczprcome	259	4	model	model	NN
work_zbpzx43flfaifddpftczprcome	259	5	may	may	MD
work_zbpzx43flfaifddpftczprcome	259	6	be	be	VB
work_zbpzx43flfaifddpftczprcome	259	7	considered	consider	VBN
work_zbpzx43flfaifddpftczprcome	259	8	as	as	IN
work_zbpzx43flfaifddpftczprcome	259	9	a	a	DT
work_zbpzx43flfaifddpftczprcome	259	10	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	259	11	system	system	NN
work_zbpzx43flfaifddpftczprcome	259	12	for	for	IN
work_zbpzx43flfaifddpftczprcome	259	13	searching	search	VBG
work_zbpzx43flfaifddpftczprcome	259	14	collaborators	collaborator	NNS
work_zbpzx43flfaifddpftczprcome	259	15	based	base	VBN
work_zbpzx43flfaifddpftczprcome	259	16	on	on	IN
work_zbpzx43flfaifddpftczprcome	259	17	mutual	mutual	JJ
work_zbpzx43flfaifddpftczprcome	259	18	research	research	NN
work_zbpzx43flfaifddpftczprcome	259	19	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	259	20	and	and	CC
work_zbpzx43flfaifddpftczprcome	259	21	publishing	publishing	NN
work_zbpzx43flfaifddpftczprcome	259	22	patterns	pattern	NNS
work_zbpzx43flfaifddpftczprcome	259	23	.	.	.
work_zbpzx43flfaifddpftczprcome	260	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	260	2	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	260	3	system	system	NN
work_zbpzx43flfaifddpftczprcome	260	4	demonstrates	demonstrate	VBZ
work_zbpzx43flfaifddpftczprcome	260	5	good	good	JJ
work_zbpzx43flfaifddpftczprcome	260	6	results	result	NNS
work_zbpzx43flfaifddpftczprcome	260	7	on	on	IN
work_zbpzx43flfaifddpftczprcome	260	8	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	260	9	new	new	JJ
work_zbpzx43flfaifddpftczprcome	260	10	collaborations	collaboration	NNS
work_zbpzx43flfaifddpftczprcome	260	11	between	between	IN
work_zbpzx43flfaifddpftczprcome	260	12	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	260	13	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	260	14	even	even	RB
work_zbpzx43flfaifddpftczprcome	260	15	if	if	IN
work_zbpzx43flfaifddpftczprcome	260	16	they	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	260	17	have	have	VBP
work_zbpzx43flfaifddpftczprcome	260	18	small	small	JJ
work_zbpzx43flfaifddpftczprcome	260	19	number	number	NN
work_zbpzx43flfaifddpftczprcome	260	20	of	of	IN
work_zbpzx43flfaifddpftczprcome	260	21	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	260	22	in	in	IN
work_zbpzx43flfaifddpftczprcome	260	23	co	co	NN
work_zbpzx43flfaifddpftczprcome	260	24	-	-	JJ
work_zbpzx43flfaifddpftczprcome	260	25	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	260	26	network	network	NN
work_zbpzx43flfaifddpftczprcome	260	27	due	due	IN
work_zbpzx43flfaifddpftczprcome	260	28	to	to	IN
work_zbpzx43flfaifddpftczprcome	260	29	availability	availability	NN
work_zbpzx43flfaifddpftczprcome	260	30	of	of	IN
work_zbpzx43flfaifddpftczprcome	260	31	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	260	32	research	research	NN
work_zbpzx43flfaifddpftczprcome	260	33	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	260	34	.	.	.
work_zbpzx43flfaifddpftczprcome	261	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	261	2	are	be	VBP
work_zbpzx43flfaifddpftczprcome	261	3	looking	look	VBG
work_zbpzx43flfaifddpftczprcome	261	4	forward	forward	RB
work_zbpzx43flfaifddpftczprcome	261	5	to	to	IN
work_zbpzx43flfaifddpftczprcome	261	6	the	the	DT
work_zbpzx43flfaifddpftczprcome	261	7	evaluation	evaluation	NN
work_zbpzx43flfaifddpftczprcome	261	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	261	9	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	261	10	system	system	NN
work_zbpzx43flfaifddpftczprcome	261	11	for	for	IN
work_zbpzx43flfaifddpftczprcome	261	12	universities	university	NNS
work_zbpzx43flfaifddpftczprcome	261	13	,	,	,
work_zbpzx43flfaifddpftczprcome	261	14	who	who	WP
work_zbpzx43flfaifddpftczprcome	261	15	have	have	VBP
work_zbpzx43flfaifddpftczprcome	261	16	to	to	TO
work_zbpzx43flfaifddpftczprcome	261	17	deal	deal	VB
work_zbpzx43flfaifddpftczprcome	261	18	with	with	IN
work_zbpzx43flfaifddpftczprcome	261	19	the	the	DT
work_zbpzx43flfaifddpftczprcome	261	20	problems	problem	NNS
work_zbpzx43flfaifddpftczprcome	261	21	of	of	IN
work_zbpzx43flfaifddpftczprcome	261	22	finding	find	VBG
work_zbpzx43flfaifddpftczprcome	261	23	an	an	DT
work_zbpzx43flfaifddpftczprcome	261	24	expert	expert	NN
work_zbpzx43flfaifddpftczprcome	261	25	based	base	VBN
work_zbpzx43flfaifddpftczprcome	261	26	on	on	IN
work_zbpzx43flfaifddpftczprcome	261	27	text	text	NN
work_zbpzx43flfaifddpftczprcome	261	28	for	for	IN
work_zbpzx43flfaifddpftczprcome	261	29	evaluation	evaluation	NN
work_zbpzx43flfaifddpftczprcome	261	30	,	,	,
work_zbpzx43flfaifddpftczprcome	261	31	matchmaking	matchmake	VBG
work_zbpzx43flfaifddpftczprcome	261	32	for	for	IN
work_zbpzx43flfaifddpftczprcome	261	33	co	co	JJ
work_zbpzx43flfaifddpftczprcome	261	34	-	-	JJ
work_zbpzx43flfaifddpftczprcome	261	35	authored	authored	JJ
work_zbpzx43flfaifddpftczprcome	261	36	research	research	NN
work_zbpzx43flfaifddpftczprcome	261	37	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	261	38	with	with	IN
work_zbpzx43flfaifddpftczprcome	261	39	novice	novice	NN
work_zbpzx43flfaifddpftczprcome	261	40	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	261	41	,	,	,
work_zbpzx43flfaifddpftczprcome	261	42	searching	search	VBG
work_zbpzx43flfaifddpftczprcome	261	43	for	for	IN
work_zbpzx43flfaifddpftczprcome	261	44	collaborators	collaborator	NNS
work_zbpzx43flfaifddpftczprcome	261	45	on	on	IN
work_zbpzx43flfaifddpftczprcome	261	46	specific	specific	JJ
work_zbpzx43flfaifddpftczprcome	261	47	grant	grant	NN
work_zbpzx43flfaifddpftczprcome	261	48	proposal	proposal	NN
work_zbpzx43flfaifddpftczprcome	261	49	or	or	CC
work_zbpzx43flfaifddpftczprcome	261	50	proper	proper	JJ
work_zbpzx43flfaifddpftczprcome	261	51	scientific	scientific	JJ
work_zbpzx43flfaifddpftczprcome	261	52	advisers	adviser	NNS
work_zbpzx43flfaifddpftczprcome	261	53	.	.	.
work_zbpzx43flfaifddpftczprcome	262	1	Focusing	focus	VBG
work_zbpzx43flfaifddpftczprcome	262	2	only	only	RB
work_zbpzx43flfaifddpftczprcome	262	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	262	4	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	262	5	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	262	6	task	task	NN
work_zbpzx43flfaifddpftczprcome	262	7	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	262	8	not	not	RB
work_zbpzx43flfaifddpftczprcome	262	9	suitable	suitable	JJ
work_zbpzx43flfaifddpftczprcome	262	10	for	for	IN
work_zbpzx43flfaifddpftczprcome	262	11	real	real	JJ
work_zbpzx43flfaifddpftczprcome	262	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	262	13	world	world	NN
work_zbpzx43flfaifddpftczprcome	262	14	application	application	NN
work_zbpzx43flfaifddpftczprcome	262	15	involving	involve	VBG
work_zbpzx43flfaifddpftczprcome	262	16	social	social	JJ
work_zbpzx43flfaifddpftczprcome	262	17	interactions	interaction	NNS
work_zbpzx43flfaifddpftczprcome	262	18	,	,	,
work_zbpzx43flfaifddpftczprcome	262	19	so	so	RB
work_zbpzx43flfaifddpftczprcome	262	20	we	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	262	21	aim	aim	VBP
work_zbpzx43flfaifddpftczprcome	262	22	to	to	TO
work_zbpzx43flfaifddpftczprcome	262	23	implement	implement	VB
work_zbpzx43flfaifddpftczprcome	262	24	framework	framework	NN
work_zbpzx43flfaifddpftczprcome	262	25	with	with	IN
work_zbpzx43flfaifddpftczprcome	262	26	the	the	DT
work_zbpzx43flfaifddpftczprcome	262	27	possibility	possibility	NN
work_zbpzx43flfaifddpftczprcome	262	28	to	to	TO
work_zbpzx43flfaifddpftczprcome	262	29	manually	manually	RB
work_zbpzx43flfaifddpftczprcome	262	30	add	add	VB
work_zbpzx43flfaifddpftczprcome	262	31	positive	positive	JJ
work_zbpzx43flfaifddpftczprcome	262	32	and	and	CC
work_zbpzx43flfaifddpftczprcome	262	33	negative	negative	JJ
work_zbpzx43flfaifddpftczprcome	262	34	preferences	preference	NNS
work_zbpzx43flfaifddpftczprcome	262	35	for	for	IN
work_zbpzx43flfaifddpftczprcome	262	36	collaboration	collaboration	NN
work_zbpzx43flfaifddpftczprcome	262	37	recommendations	recommendation	NNS
work_zbpzx43flfaifddpftczprcome	262	38	,	,	,
work_zbpzx43flfaifddpftczprcome	262	39	thus	thus	RB
work_zbpzx43flfaifddpftczprcome	262	40	providing	provide	VBG
work_zbpzx43flfaifddpftczprcome	262	41	a	a	DT
work_zbpzx43flfaifddpftczprcome	262	42	useful	useful	JJ
work_zbpzx43flfaifddpftczprcome	262	43	service	service	NN
work_zbpzx43flfaifddpftczprcome	262	44	which	which	WDT
work_zbpzx43flfaifddpftczprcome	262	45	could	could	MD
work_zbpzx43flfaifddpftczprcome	262	46	be	be	VB
work_zbpzx43flfaifddpftczprcome	262	47	integrated	integrate	VBN
work_zbpzx43flfaifddpftczprcome	262	48	in	in	IN
work_zbpzx43flfaifddpftczprcome	262	49	university	university	NN
work_zbpzx43flfaifddpftczprcome	262	50	business	business	NN
work_zbpzx43flfaifddpftczprcome	262	51	process	process	NN
work_zbpzx43flfaifddpftczprcome	262	52	of	of	IN
work_zbpzx43flfaifddpftczprcome	262	53	managing	manage	VBG
work_zbpzx43flfaifddpftczprcome	262	54	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	262	55	’	’	POS
work_zbpzx43flfaifddpftczprcome	262	56	publication	publication	NN
work_zbpzx43flfaifddpftczprcome	262	57	activity	activity	NN
work_zbpzx43flfaifddpftczprcome	262	58	.	.	.
work_zbpzx43flfaifddpftczprcome	263	1	Our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	263	2	system	system	NN
work_zbpzx43flfaifddpftczprcome	263	3	may	may	MD
work_zbpzx43flfaifddpftczprcome	263	4	also	also	RB
work_zbpzx43flfaifddpftczprcome	263	5	be	be	VB
work_zbpzx43flfaifddpftczprcome	263	6	used	use	VBN
work_zbpzx43flfaifddpftczprcome	263	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	263	8	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	263	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	263	10	number	number	NN
work_zbpzx43flfaifddpftczprcome	263	11	of	of	IN
work_zbpzx43flfaifddpftczprcome	263	12	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	263	13	corresponding	correspond	VBG
work_zbpzx43flfaifddpftczprcome	263	14	to	to	IN
work_zbpzx43flfaifddpftczprcome	263	15	a	a	DT
work_zbpzx43flfaifddpftczprcome	263	16	given	give	VBN
work_zbpzx43flfaifddpftczprcome	263	17	administrative	administrative	JJ
work_zbpzx43flfaifddpftczprcome	263	18	staff	staff	NN
work_zbpzx43flfaifddpftczprcome	263	19	unit	unit	NN
work_zbpzx43flfaifddpftczprcome	263	20	using	use	VBG
work_zbpzx43flfaifddpftczprcome	263	21	network	network	NN
work_zbpzx43flfaifddpftczprcome	263	22	collaborative	collaborative	JJ
work_zbpzx43flfaifddpftczprcome	263	23	patterns	pattern	NNS
work_zbpzx43flfaifddpftczprcome	263	24	and	and	CC
work_zbpzx43flfaifddpftczprcome	263	25	thus	thus	RB
work_zbpzx43flfaifddpftczprcome	263	26	able	able	JJ
work_zbpzx43flfaifddpftczprcome	263	27	to	to	TO
work_zbpzx43flfaifddpftczprcome	263	28	evaluate	evaluate	VB
work_zbpzx43flfaifddpftczprcome	263	29	the	the	DT
work_zbpzx43flfaifddpftczprcome	263	30	efficiency	efficiency	NN
work_zbpzx43flfaifddpftczprcome	263	31	of	of	IN
work_zbpzx43flfaifddpftczprcome	263	32	the	the	DT
work_zbpzx43flfaifddpftczprcome	263	33	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	263	34	or	or	CC
work_zbpzx43flfaifddpftczprcome	263	35	the	the	DT
work_zbpzx43flfaifddpftczprcome	263	36	whole	whole	JJ
work_zbpzx43flfaifddpftczprcome	263	37	staff	staff	NN
work_zbpzx43flfaifddpftczprcome	263	38	.	.	.
work_zbpzx43flfaifddpftczprcome	264	1	It	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	264	2	also	also	RB
work_zbpzx43flfaifddpftczprcome	264	3	may	may	MD
work_zbpzx43flfaifddpftczprcome	264	4	be	be	VB
work_zbpzx43flfaifddpftczprcome	264	5	used	use	VBN
work_zbpzx43flfaifddpftczprcome	264	6	for	for	IN
work_zbpzx43flfaifddpftczprcome	264	7	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	264	8	et	et	NNP
work_zbpzx43flfaifddpftczprcome	264	9	al	al	NNP
work_zbpzx43flfaifddpftczprcome	264	10	.	.	.
work_zbpzx43flfaifddpftczprcome	265	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	265	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	265	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	265	4	,	,	,
work_zbpzx43flfaifddpftczprcome	265	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	265	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	265	7	.	.	.
work_zbpzx43flfaifddpftczprcome	266	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	266	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	266	3	,	,	,
work_zbpzx43flfaifddpftczprcome	266	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	266	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	266	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	266	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	266	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	266	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	266	10	15/20	15/20	CD
work_zbpzx43flfaifddpftczprcome	266	11	http://github.com/makarovia/jcdl2018/	http://github.com/makarovia/jcdl2018/	NN
work_zbpzx43flfaifddpftczprcome	266	12	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	XX
work_zbpzx43flfaifddpftczprcome	266	13	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NN
work_zbpzx43flfaifddpftczprcome	266	14	suggesting	suggest	VBG
work_zbpzx43flfaifddpftczprcome	266	15	collaborations	collaboration	NNS
work_zbpzx43flfaifddpftczprcome	266	16	between	between	IN
work_zbpzx43flfaifddpftczprcome	266	17	separate	separate	JJ
work_zbpzx43flfaifddpftczprcome	266	18	staff	staff	NN
work_zbpzx43flfaifddpftczprcome	266	19	units	unit	NNS
work_zbpzx43flfaifddpftczprcome	266	20	by	by	IN
work_zbpzx43flfaifddpftczprcome	266	21	considering	consider	VBG
work_zbpzx43flfaifddpftczprcome	266	22	combined	combine	VBN
work_zbpzx43flfaifddpftczprcome	266	23	network	network	NN
work_zbpzx43flfaifddpftczprcome	266	24	with	with	IN
work_zbpzx43flfaifddpftczprcome	266	25	staff	staff	NN
work_zbpzx43flfaifddpftczprcome	266	26	units	unit	NNS
work_zbpzx43flfaifddpftczprcome	266	27	as	as	IN
work_zbpzx43flfaifddpftczprcome	266	28	vertices	vertex	NNS
work_zbpzx43flfaifddpftczprcome	266	29	and	and	CC
work_zbpzx43flfaifddpftczprcome	266	30	weighted	weight	VBD
work_zbpzx43flfaifddpftczprcome	266	31	by	by	IN
work_zbpzx43flfaifddpftczprcome	266	32	the	the	DT
work_zbpzx43flfaifddpftczprcome	266	33	number	number	NN
work_zbpzx43flfaifddpftczprcome	266	34	of	of	IN
work_zbpzx43flfaifddpftczprcome	266	35	publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	266	36	mutual	mutual	JJ
work_zbpzx43flfaifddpftczprcome	266	37	connections	connection	NNS
work_zbpzx43flfaifddpftczprcome	266	38	between	between	IN
work_zbpzx43flfaifddpftczprcome	266	39	them	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	266	40	.	.	.
work_zbpzx43flfaifddpftczprcome	267	1	Evaluating	evaluate	VBG
work_zbpzx43flfaifddpftczprcome	267	2	such	such	PDT
work_zbpzx43flfaifddpftczprcome	267	3	a	a	DT
work_zbpzx43flfaifddpftczprcome	267	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	267	5	for	for	IN
work_zbpzx43flfaifddpftczprcome	267	6	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	267	7	University	University	NNP
work_zbpzx43flfaifddpftczprcome	267	8	give	give	VBP
work_zbpzx43flfaifddpftczprcome	267	9	us	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	267	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	267	11	picture	picture	NN
work_zbpzx43flfaifddpftczprcome	267	12	that	that	WDT
work_zbpzx43flfaifddpftczprcome	267	13	most	most	RBS
work_zbpzx43flfaifddpftczprcome	267	14	popular	popular	JJ
work_zbpzx43flfaifddpftczprcome	267	15	faculties	faculty	NNS
work_zbpzx43flfaifddpftczprcome	267	16	of	of	IN
work_zbpzx43flfaifddpftczprcome	267	17	Economics	Economics	NNP
work_zbpzx43flfaifddpftczprcome	267	18	and	and	CC
work_zbpzx43flfaifddpftczprcome	267	19	Management	Management	NNP
work_zbpzx43flfaifddpftczprcome	267	20	have	have	VBP
work_zbpzx43flfaifddpftczprcome	267	21	a	a	DT
work_zbpzx43flfaifddpftczprcome	267	22	lot	lot	NN
work_zbpzx43flfaifddpftczprcome	267	23	of	of	IN
work_zbpzx43flfaifddpftczprcome	267	24	mutual	mutual	JJ
work_zbpzx43flfaifddpftczprcome	267	25	connections	connection	NNS
work_zbpzx43flfaifddpftczprcome	267	26	due	due	JJ
work_zbpzx43flfaifddpftczprcome	267	27	to	to	IN
work_zbpzx43flfaifddpftczprcome	267	28	many	many	JJ
work_zbpzx43flfaifddpftczprcome	267	29	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	267	30	working	work	VBG
work_zbpzx43flfaifddpftczprcome	267	31	at	at	IN
work_zbpzx43flfaifddpftczprcome	267	32	these	these	DT
work_zbpzx43flfaifddpftczprcome	267	33	faculties	faculty	NNS
work_zbpzx43flfaifddpftczprcome	267	34	,	,	,
work_zbpzx43flfaifddpftczprcome	267	35	but	but	CC
work_zbpzx43flfaifddpftczprcome	267	36	limiting	limit	VBG
work_zbpzx43flfaifddpftczprcome	267	37	these	these	DT
work_zbpzx43flfaifddpftczprcome	267	38	connection	connection	NN
work_zbpzx43flfaifddpftczprcome	267	39	only	only	RB
work_zbpzx43flfaifddpftczprcome	267	40	on	on	IN
work_zbpzx43flfaifddpftczprcome	267	41	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	267	42	publication	publication	NN
work_zbpzx43flfaifddpftczprcome	267	43	leads	lead	VBZ
work_zbpzx43flfaifddpftczprcome	267	44	to	to	IN
work_zbpzx43flfaifddpftczprcome	267	45	the	the	DT
work_zbpzx43flfaifddpftczprcome	267	46	influence	influence	NN
work_zbpzx43flfaifddpftczprcome	267	47	of	of	IN
work_zbpzx43flfaifddpftczprcome	267	48	Computer	Computer	NNP
work_zbpzx43flfaifddpftczprcome	267	49	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	267	50	and	and	CC
work_zbpzx43flfaifddpftczprcome	267	51	Engineering	Engineering	NNP
work_zbpzx43flfaifddpftczprcome	267	52	faculties	faculty	NNS
work_zbpzx43flfaifddpftczprcome	267	53	which	which	WDT
work_zbpzx43flfaifddpftczprcome	267	54	showed	show	VBD
work_zbpzx43flfaifddpftczprcome	267	55	trend	trend	NN
work_zbpzx43flfaifddpftczprcome	267	56	of	of	IN
work_zbpzx43flfaifddpftczprcome	267	57	computer	computer	NN
work_zbpzx43flfaifddpftczprcome	267	58	science	science	NN
work_zbpzx43flfaifddpftczprcome	267	59	research	research	NN
work_zbpzx43flfaifddpftczprcome	267	60	in	in	IN
work_zbpzx43flfaifddpftczprcome	267	61	applied	applied	JJ
work_zbpzx43flfaifddpftczprcome	267	62	sciences	science	NNS
work_zbpzx43flfaifddpftczprcome	267	63	.	.	.
work_zbpzx43flfaifddpftczprcome	268	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	268	2	leave	leave	VBP
work_zbpzx43flfaifddpftczprcome	268	3	for	for	IN
work_zbpzx43flfaifddpftczprcome	268	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	268	5	future	future	JJ
work_zbpzx43flfaifddpftczprcome	268	6	work	work	NN
work_zbpzx43flfaifddpftczprcome	268	7	consideration	consideration	NN
work_zbpzx43flfaifddpftczprcome	268	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	268	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	268	10	applicability	applicability	NN
work_zbpzx43flfaifddpftczprcome	268	11	of	of	IN
work_zbpzx43flfaifddpftczprcome	268	12	our	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	268	13	system	system	NN
work_zbpzx43flfaifddpftczprcome	268	14	which	which	WDT
work_zbpzx43flfaifddpftczprcome	268	15	suggests	suggest	VBZ
work_zbpzx43flfaifddpftczprcome	268	16	a	a	DT
work_zbpzx43flfaifddpftczprcome	268	17	new	new	JJ
work_zbpzx43flfaifddpftczprcome	268	18	university	university	NN
work_zbpzx43flfaifddpftczprcome	268	19	publication	publication	NN
work_zbpzx43flfaifddpftczprcome	268	20	strategy	strategy	NN
work_zbpzx43flfaifddpftczprcome	268	21	based	base	VBN
work_zbpzx43flfaifddpftczprcome	268	22	on	on	IN
work_zbpzx43flfaifddpftczprcome	268	23	collaboration	collaboration	NN
work_zbpzx43flfaifddpftczprcome	268	24	patterns	pattern	NNS
work_zbpzx43flfaifddpftczprcome	268	25	and	and	CC
work_zbpzx43flfaifddpftczprcome	268	26	invites	invite	VBZ
work_zbpzx43flfaifddpftczprcome	268	27	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	268	28	to	to	TO
work_zbpzx43flfaifddpftczprcome	268	29	compare	compare	VB
work_zbpzx43flfaifddpftczprcome	268	30	the	the	DT
work_zbpzx43flfaifddpftczprcome	268	31	existing	exist	VBG
work_zbpzx43flfaifddpftczprcome	268	32	solutions	solution	NNS
work_zbpzx43flfaifddpftczprcome	268	33	on	on	IN
work_zbpzx43flfaifddpftczprcome	268	34	the	the	DT
work_zbpzx43flfaifddpftczprcome	268	35	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	268	36	researchers	researcher	NNS
work_zbpzx43flfaifddpftczprcome	268	37	’	’	POS
work_zbpzx43flfaifddpftczprcome	268	38	dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	268	39	.	.	.
work_zbpzx43flfaifddpftczprcome	269	1	ACKNOWLEDGEMENTS	ACKNOWLEDGEMENTS	NNP
work_zbpzx43flfaifddpftczprcome	269	2	A	a	DT
work_zbpzx43flfaifddpftczprcome	269	3	part	part	NN
work_zbpzx43flfaifddpftczprcome	269	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	269	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	269	6	article	article	NN
work_zbpzx43flfaifddpftczprcome	269	7	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	269	8	extended	extend	VBN
work_zbpzx43flfaifddpftczprcome	269	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	269	10	revised	revise	VBN
work_zbpzx43flfaifddpftczprcome	269	11	version	version	NN
work_zbpzx43flfaifddpftczprcome	269	12	of	of	IN
work_zbpzx43flfaifddpftczprcome	269	13	presented	present	VBN
work_zbpzx43flfaifddpftczprcome	269	14	oral	oral	JJ
work_zbpzx43flfaifddpftczprcome	269	15	talk	talk	NN
work_zbpzx43flfaifddpftczprcome	269	16	at	at	IN
work_zbpzx43flfaifddpftczprcome	269	17	international	international	JJ
work_zbpzx43flfaifddpftczprcome	269	18	conference	conference	NN
work_zbpzx43flfaifddpftczprcome	269	19	AIST’18	AIST’18	NNP
work_zbpzx43flfaifddpftczprcome	269	20	and	and	CC
work_zbpzx43flfaifddpftczprcome	269	21	posters	poster	NNS
work_zbpzx43flfaifddpftczprcome	269	22	at	at	IN
work_zbpzx43flfaifddpftczprcome	269	23	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	269	24	/	/	SYM
work_zbpzx43flfaifddpftczprcome	269	25	IEEE	IEEE	NNP
work_zbpzx43flfaifddpftczprcome	269	26	JCDL’18	JCDL’18	NNP
work_zbpzx43flfaifddpftczprcome	269	27	,	,	,
work_zbpzx43flfaifddpftczprcome	269	28	WebSci’18	websci’18	JJ
work_zbpzx43flfaifddpftczprcome	269	29	and	and	CC
work_zbpzx43flfaifddpftczprcome	269	30	SunBelt’18	sunbelt’18	ADD
work_zbpzx43flfaifddpftczprcome	269	31	.	.	.
work_zbpzx43flfaifddpftczprcome	270	1	We	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	270	2	thank	thank	VBP
work_zbpzx43flfaifddpftczprcome	270	3	all	all	PDT
work_zbpzx43flfaifddpftczprcome	270	4	the	the	DT
work_zbpzx43flfaifddpftczprcome	270	5	colleagues	colleague	NNS
work_zbpzx43flfaifddpftczprcome	270	6	from	from	IN
work_zbpzx43flfaifddpftczprcome	270	7	NRU	NRU	NNP
work_zbpzx43flfaifddpftczprcome	270	8	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	270	9	participated	participate	VBD
work_zbpzx43flfaifddpftczprcome	270	10	in	in	IN
work_zbpzx43flfaifddpftczprcome	270	11	discussion	discussion	NN
work_zbpzx43flfaifddpftczprcome	270	12	of	of	IN
work_zbpzx43flfaifddpftczprcome	270	13	this	this	DT
work_zbpzx43flfaifddpftczprcome	270	14	research	research	NN
work_zbpzx43flfaifddpftczprcome	270	15	.	.	.
work_zbpzx43flfaifddpftczprcome	271	1	ADDITIONAL	additional	JJ
work_zbpzx43flfaifddpftczprcome	271	2	INFORMATION	information	NN
work_zbpzx43flfaifddpftczprcome	271	3	AND	and	CC
work_zbpzx43flfaifddpftczprcome	271	4	DECLARATIONS	declaration	NNS
work_zbpzx43flfaifddpftczprcome	271	5	Funding	fund	VBG
work_zbpzx43flfaifddpftczprcome	271	6	The	the	DT
work_zbpzx43flfaifddpftczprcome	271	7	work	work	NN
work_zbpzx43flfaifddpftczprcome	271	8	was	be	VBD
work_zbpzx43flfaifddpftczprcome	271	9	supported	support	VBN
work_zbpzx43flfaifddpftczprcome	271	10	by	by	IN
work_zbpzx43flfaifddpftczprcome	271	11	the	the	DT
work_zbpzx43flfaifddpftczprcome	271	12	Russian	Russian	NNP
work_zbpzx43flfaifddpftczprcome	271	13	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	271	14	Foundation	Foundation	NNP
work_zbpzx43flfaifddpftczprcome	271	15	under	under	IN
work_zbpzx43flfaifddpftczprcome	271	16	grant	grant	NN
work_zbpzx43flfaifddpftczprcome	271	17	17	17	CD
work_zbpzx43flfaifddpftczprcome	271	18	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	271	19	11	11	CD
work_zbpzx43flfaifddpftczprcome	271	20	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	271	21	01294	01294	CD
work_zbpzx43flfaifddpftczprcome	271	22	and	and	CC
work_zbpzx43flfaifddpftczprcome	271	23	performed	perform	VBN
work_zbpzx43flfaifddpftczprcome	271	24	at	at	IN
work_zbpzx43flfaifddpftczprcome	271	25	the	the	DT
work_zbpzx43flfaifddpftczprcome	271	26	National	National	NNP
work_zbpzx43flfaifddpftczprcome	271	27	Research	Research	NNP
work_zbpzx43flfaifddpftczprcome	271	28	University	University	NNP
work_zbpzx43flfaifddpftczprcome	271	29	Higher	Higher	NNP
work_zbpzx43flfaifddpftczprcome	271	30	School	School	NNP
work_zbpzx43flfaifddpftczprcome	271	31	of	of	IN
work_zbpzx43flfaifddpftczprcome	271	32	Economics	Economics	NNP
work_zbpzx43flfaifddpftczprcome	271	33	,	,	,
work_zbpzx43flfaifddpftczprcome	271	34	Russia	Russia	NNP
work_zbpzx43flfaifddpftczprcome	271	35	.	.	.
work_zbpzx43flfaifddpftczprcome	272	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	272	2	funders	funder	NNS
work_zbpzx43flfaifddpftczprcome	272	3	had	have	VBD
work_zbpzx43flfaifddpftczprcome	272	4	no	no	DT
work_zbpzx43flfaifddpftczprcome	272	5	role	role	NN
work_zbpzx43flfaifddpftczprcome	272	6	in	in	IN
work_zbpzx43flfaifddpftczprcome	272	7	study	study	NN
work_zbpzx43flfaifddpftczprcome	272	8	design	design	NN
work_zbpzx43flfaifddpftczprcome	272	9	,	,	,
work_zbpzx43flfaifddpftczprcome	272	10	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	272	11	collection	collection	NN
work_zbpzx43flfaifddpftczprcome	272	12	and	and	CC
work_zbpzx43flfaifddpftczprcome	272	13	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	272	14	,	,	,
work_zbpzx43flfaifddpftczprcome	272	15	decision	decision	NN
work_zbpzx43flfaifddpftczprcome	272	16	to	to	TO
work_zbpzx43flfaifddpftczprcome	272	17	publish	publish	VB
work_zbpzx43flfaifddpftczprcome	272	18	,	,	,
work_zbpzx43flfaifddpftczprcome	272	19	or	or	CC
work_zbpzx43flfaifddpftczprcome	272	20	preparation	preparation	NN
work_zbpzx43flfaifddpftczprcome	272	21	of	of	IN
work_zbpzx43flfaifddpftczprcome	272	22	the	the	DT
work_zbpzx43flfaifddpftczprcome	272	23	manuscript	manuscript	NN
work_zbpzx43flfaifddpftczprcome	272	24	.	.	.
work_zbpzx43flfaifddpftczprcome	273	1	Grant	Grant	NNP
work_zbpzx43flfaifddpftczprcome	273	2	Disclosures	disclosure	VBZ
work_zbpzx43flfaifddpftczprcome	273	3	The	the	DT
work_zbpzx43flfaifddpftczprcome	273	4	following	follow	VBG
work_zbpzx43flfaifddpftczprcome	273	5	grant	grant	NN
work_zbpzx43flfaifddpftczprcome	273	6	information	information	NN
work_zbpzx43flfaifddpftczprcome	273	7	was	be	VBD
work_zbpzx43flfaifddpftczprcome	273	8	disclosed	disclose	VBN
work_zbpzx43flfaifddpftczprcome	273	9	by	by	IN
work_zbpzx43flfaifddpftczprcome	273	10	the	the	DT
work_zbpzx43flfaifddpftczprcome	273	11	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	273	12	:	:	:
work_zbpzx43flfaifddpftczprcome	273	13	Russian	Russian	NNP
work_zbpzx43flfaifddpftczprcome	273	14	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	273	15	Foundation	Foundation	NNP
work_zbpzx43flfaifddpftczprcome	273	16	:	:	:
work_zbpzx43flfaifddpftczprcome	273	17	17	17	CD
work_zbpzx43flfaifddpftczprcome	273	18	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	273	19	11	11	CD
work_zbpzx43flfaifddpftczprcome	273	20	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	273	21	01294	01294	CD
work_zbpzx43flfaifddpftczprcome	273	22	.	.	.
work_zbpzx43flfaifddpftczprcome	274	1	National	National	NNP
work_zbpzx43flfaifddpftczprcome	274	2	Research	Research	NNP
work_zbpzx43flfaifddpftczprcome	274	3	University	University	NNP
work_zbpzx43flfaifddpftczprcome	274	4	Higher	Higher	NNP
work_zbpzx43flfaifddpftczprcome	274	5	School	School	NNP
work_zbpzx43flfaifddpftczprcome	274	6	of	of	IN
work_zbpzx43flfaifddpftczprcome	274	7	Economics	Economics	NNP
work_zbpzx43flfaifddpftczprcome	274	8	,	,	,
work_zbpzx43flfaifddpftczprcome	274	9	Russia	Russia	NNP
work_zbpzx43flfaifddpftczprcome	274	10	.	.	.
work_zbpzx43flfaifddpftczprcome	275	1	Competing	compete	VBG
work_zbpzx43flfaifddpftczprcome	275	2	Interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	275	3	The	the	DT
work_zbpzx43flfaifddpftczprcome	275	4	authors	author	NNS
work_zbpzx43flfaifddpftczprcome	275	5	declare	declare	VBP
work_zbpzx43flfaifddpftczprcome	275	6	that	that	IN
work_zbpzx43flfaifddpftczprcome	275	7	they	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	275	8	have	have	VBP
work_zbpzx43flfaifddpftczprcome	275	9	no	no	DT
work_zbpzx43flfaifddpftczprcome	275	10	competing	compete	VBG
work_zbpzx43flfaifddpftczprcome	275	11	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	275	12	.	.	.
work_zbpzx43flfaifddpftczprcome	276	1	Author	author	NN
work_zbpzx43flfaifddpftczprcome	276	2	Contributions	contribution	NNS
work_zbpzx43flfaifddpftczprcome	276	3	�	�	NNP
work_zbpzx43flfaifddpftczprcome	276	4	Ilya	Ilya	NNP
work_zbpzx43flfaifddpftczprcome	276	5	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	276	6	conceived	conceive	VBD
work_zbpzx43flfaifddpftczprcome	276	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	276	8	designed	design	VBD
work_zbpzx43flfaifddpftczprcome	276	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	276	10	experiments	experiment	NNS
work_zbpzx43flfaifddpftczprcome	276	11	,	,	,
work_zbpzx43flfaifddpftczprcome	276	12	analyzed	analyze	VBD
work_zbpzx43flfaifddpftczprcome	276	13	the	the	DT
work_zbpzx43flfaifddpftczprcome	276	14	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	276	15	,	,	,
work_zbpzx43flfaifddpftczprcome	276	16	prepared	prepare	VBN
work_zbpzx43flfaifddpftczprcome	276	17	figures	figure	NNS
work_zbpzx43flfaifddpftczprcome	276	18	and/or	and/or	CC
work_zbpzx43flfaifddpftczprcome	276	19	tables	table	NNS
work_zbpzx43flfaifddpftczprcome	276	20	,	,	,
work_zbpzx43flfaifddpftczprcome	276	21	performed	perform	VBD
work_zbpzx43flfaifddpftczprcome	276	22	the	the	DT
work_zbpzx43flfaifddpftczprcome	276	23	computation	computation	NN
work_zbpzx43flfaifddpftczprcome	276	24	work	work	NN
work_zbpzx43flfaifddpftczprcome	276	25	,	,	,
work_zbpzx43flfaifddpftczprcome	276	26	authored	author	VBN
work_zbpzx43flfaifddpftczprcome	276	27	or	or	CC
work_zbpzx43flfaifddpftczprcome	276	28	reviewed	review	VBN
work_zbpzx43flfaifddpftczprcome	276	29	drafts	draft	NNS
work_zbpzx43flfaifddpftczprcome	276	30	of	of	IN
work_zbpzx43flfaifddpftczprcome	276	31	the	the	DT
work_zbpzx43flfaifddpftczprcome	276	32	paper	paper	NN
work_zbpzx43flfaifddpftczprcome	276	33	,	,	,
work_zbpzx43flfaifddpftczprcome	276	34	approved	approve	VBD
work_zbpzx43flfaifddpftczprcome	276	35	the	the	DT
work_zbpzx43flfaifddpftczprcome	276	36	final	final	JJ
work_zbpzx43flfaifddpftczprcome	276	37	draft	draft	NN
work_zbpzx43flfaifddpftczprcome	276	38	.	.	.
work_zbpzx43flfaifddpftczprcome	277	1	�	�	NNP
work_zbpzx43flfaifddpftczprcome	277	2	Olga	Olga	NNP
work_zbpzx43flfaifddpftczprcome	277	3	Gerasimova	Gerasimova	NNP
work_zbpzx43flfaifddpftczprcome	277	4	performed	perform	VBD
work_zbpzx43flfaifddpftczprcome	277	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	277	6	experiments	experiment	NNS
work_zbpzx43flfaifddpftczprcome	277	7	,	,	,
work_zbpzx43flfaifddpftczprcome	277	8	analyzed	analyze	VBD
work_zbpzx43flfaifddpftczprcome	277	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	277	10	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	277	11	,	,	,
work_zbpzx43flfaifddpftczprcome	277	12	prepared	prepare	VBN
work_zbpzx43flfaifddpftczprcome	277	13	figures	figure	NNS
work_zbpzx43flfaifddpftczprcome	277	14	and/or	and/or	CC
work_zbpzx43flfaifddpftczprcome	277	15	tables	table	NNS
work_zbpzx43flfaifddpftczprcome	277	16	,	,	,
work_zbpzx43flfaifddpftczprcome	277	17	performed	perform	VBD
work_zbpzx43flfaifddpftczprcome	277	18	the	the	DT
work_zbpzx43flfaifddpftczprcome	277	19	computation	computation	NN
work_zbpzx43flfaifddpftczprcome	277	20	work	work	NN
work_zbpzx43flfaifddpftczprcome	277	21	,	,	,
work_zbpzx43flfaifddpftczprcome	277	22	approved	approve	VBD
work_zbpzx43flfaifddpftczprcome	277	23	the	the	DT
work_zbpzx43flfaifddpftczprcome	277	24	final	final	JJ
work_zbpzx43flfaifddpftczprcome	277	25	draft	draft	NN
work_zbpzx43flfaifddpftczprcome	277	26	.	.	.
work_zbpzx43flfaifddpftczprcome	278	1	�	�	NNP
work_zbpzx43flfaifddpftczprcome	278	2	Pavel	Pavel	NNP
work_zbpzx43flfaifddpftczprcome	278	3	Sulimov	Sulimov	NNP
work_zbpzx43flfaifddpftczprcome	278	4	performed	perform	VBD
work_zbpzx43flfaifddpftczprcome	278	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	278	6	experiments	experiment	NNS
work_zbpzx43flfaifddpftczprcome	278	7	,	,	,
work_zbpzx43flfaifddpftczprcome	278	8	analyzed	analyze	VBD
work_zbpzx43flfaifddpftczprcome	278	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	278	10	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	278	11	,	,	,
work_zbpzx43flfaifddpftczprcome	278	12	prepared	prepare	VBN
work_zbpzx43flfaifddpftczprcome	278	13	figures	figure	NNS
work_zbpzx43flfaifddpftczprcome	278	14	and/or	and/or	CC
work_zbpzx43flfaifddpftczprcome	278	15	tables	table	NNS
work_zbpzx43flfaifddpftczprcome	278	16	,	,	,
work_zbpzx43flfaifddpftczprcome	278	17	performed	perform	VBD
work_zbpzx43flfaifddpftczprcome	278	18	the	the	DT
work_zbpzx43flfaifddpftczprcome	278	19	computation	computation	NN
work_zbpzx43flfaifddpftczprcome	278	20	work	work	NN
work_zbpzx43flfaifddpftczprcome	278	21	,	,	,
work_zbpzx43flfaifddpftczprcome	278	22	approved	approve	VBD
work_zbpzx43flfaifddpftczprcome	278	23	the	the	DT
work_zbpzx43flfaifddpftczprcome	278	24	final	final	JJ
work_zbpzx43flfaifddpftczprcome	278	25	draft	draft	NN
work_zbpzx43flfaifddpftczprcome	278	26	.	.	.
work_zbpzx43flfaifddpftczprcome	279	1	�	�	NNP
work_zbpzx43flfaifddpftczprcome	279	2	Leonid	Leonid	NNP
work_zbpzx43flfaifddpftczprcome	279	3	E.	E.	NNP
work_zbpzx43flfaifddpftczprcome	279	4	Zhukov	Zhukov	NNP
work_zbpzx43flfaifddpftczprcome	279	5	conceived	conceive	VBD
work_zbpzx43flfaifddpftczprcome	279	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	279	7	designed	design	VBD
work_zbpzx43flfaifddpftczprcome	279	8	the	the	DT
work_zbpzx43flfaifddpftczprcome	279	9	experiments	experiment	NNS
work_zbpzx43flfaifddpftczprcome	279	10	,	,	,
work_zbpzx43flfaifddpftczprcome	279	11	analyzed	analyze	VBD
work_zbpzx43flfaifddpftczprcome	279	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	279	13	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	279	14	,	,	,
work_zbpzx43flfaifddpftczprcome	279	15	performed	perform	VBD
work_zbpzx43flfaifddpftczprcome	279	16	the	the	DT
work_zbpzx43flfaifddpftczprcome	279	17	computation	computation	NN
work_zbpzx43flfaifddpftczprcome	279	18	work	work	NN
work_zbpzx43flfaifddpftczprcome	279	19	,	,	,
work_zbpzx43flfaifddpftczprcome	279	20	approved	approve	VBD
work_zbpzx43flfaifddpftczprcome	279	21	the	the	DT
work_zbpzx43flfaifddpftczprcome	279	22	final	final	JJ
work_zbpzx43flfaifddpftczprcome	279	23	draft	draft	NN
work_zbpzx43flfaifddpftczprcome	279	24	.	.	.
work_zbpzx43flfaifddpftczprcome	280	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	280	2	et	et	NNP
work_zbpzx43flfaifddpftczprcome	280	3	al	al	NNP
work_zbpzx43flfaifddpftczprcome	280	4	.	.	.
work_zbpzx43flfaifddpftczprcome	281	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	281	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	281	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	281	4	,	,	,
work_zbpzx43flfaifddpftczprcome	281	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	281	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	281	7	.	.	.
work_zbpzx43flfaifddpftczprcome	282	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	282	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	282	3	,	,	,
work_zbpzx43flfaifddpftczprcome	282	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	282	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	282	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	282	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	282	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	282	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	282	10	16/20	16/20	CD
work_zbpzx43flfaifddpftczprcome	282	11	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	282	12	https://peerj.com/computer-science/	https://peerj.com/computer-science/	CD
work_zbpzx43flfaifddpftczprcome	282	13	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	282	14	Availability	availability	NN
work_zbpzx43flfaifddpftczprcome	282	15	The	the	DT
work_zbpzx43flfaifddpftczprcome	282	16	following	follow	VBG
work_zbpzx43flfaifddpftczprcome	282	17	information	information	NN
work_zbpzx43flfaifddpftczprcome	282	18	was	be	VBD
work_zbpzx43flfaifddpftczprcome	282	19	supplied	supply	VBN
work_zbpzx43flfaifddpftczprcome	282	20	regarding	regard	VBG
work_zbpzx43flfaifddpftczprcome	282	21	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	282	22	availability	availability	NN
work_zbpzx43flfaifddpftczprcome	282	23	:	:	:
work_zbpzx43flfaifddpftczprcome	282	24	GitHub	GitHub	NNP
work_zbpzx43flfaifddpftczprcome	282	25	:	:	:
work_zbpzx43flfaifddpftczprcome	282	26	https://github.com/MakarovIA/jcdl2018	https://github.com/MakarovIA/jcdl2018	NNP
work_zbpzx43flfaifddpftczprcome	282	27	.	.	.
work_zbpzx43flfaifddpftczprcome	283	1	REFERENCES	REFERENCES	NNP
work_zbpzx43flfaifddpftczprcome	283	2	Abu	Abu	NNP
work_zbpzx43flfaifddpftczprcome	283	3	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	283	4	El	El	NNP
work_zbpzx43flfaifddpftczprcome	283	5	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	283	6	Haija	Haija	NNP
work_zbpzx43flfaifddpftczprcome	283	7	S	S	NNP
work_zbpzx43flfaifddpftczprcome	283	8	,	,	,
work_zbpzx43flfaifddpftczprcome	283	9	Perozzi	Perozzi	NNP
work_zbpzx43flfaifddpftczprcome	283	10	B	B	NNP
work_zbpzx43flfaifddpftczprcome	283	11	,	,	,
work_zbpzx43flfaifddpftczprcome	283	12	Al	Al	NNP
work_zbpzx43flfaifddpftczprcome	283	13	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	283	14	Rfou	Rfou	NNP
work_zbpzx43flfaifddpftczprcome	283	15	R.	R.	NNP
work_zbpzx43flfaifddpftczprcome	283	16	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	283	17	.	.	.
work_zbpzx43flfaifddpftczprcome	284	1	Learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	284	2	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	284	3	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	284	4	via	via	IN
work_zbpzx43flfaifddpftczprcome	284	5	low	low	JJ
work_zbpzx43flfaifddpftczprcome	284	6	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	284	7	rank	rank	NN
work_zbpzx43flfaifddpftczprcome	284	8	asymmetric	asymmetric	JJ
work_zbpzx43flfaifddpftczprcome	284	9	projections	projection	NNS
work_zbpzx43flfaifddpftczprcome	284	10	.	.	.
work_zbpzx43flfaifddpftczprcome	285	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	285	2	:	:	:
work_zbpzx43flfaifddpftczprcome	285	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	285	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	285	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	285	6	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	285	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	285	8	on	on	IN
work_zbpzx43flfaifddpftczprcome	285	9	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	285	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	285	11	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	285	12	and	and	CC
work_zbpzx43flfaifddpftczprcome	285	13	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	285	14	Management	Management	NNP
work_zbpzx43flfaifddpftczprcome	285	15	.	.	.
work_zbpzx43flfaifddpftczprcome	286	1	New	New	NNP
work_zbpzx43flfaifddpftczprcome	286	2	York	York	NNP
work_zbpzx43flfaifddpftczprcome	286	3	:	:	:
work_zbpzx43flfaifddpftczprcome	286	4	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	286	5	,	,	,
work_zbpzx43flfaifddpftczprcome	286	6	1787–1796	1787–1796	CD
work_zbpzx43flfaifddpftczprcome	286	7	.	.	.
work_zbpzx43flfaifddpftczprcome	287	1	Adafre	Adafre	NNP
work_zbpzx43flfaifddpftczprcome	287	2	SF	SF	NNP
work_zbpzx43flfaifddpftczprcome	287	3	,	,	,
work_zbpzx43flfaifddpftczprcome	287	4	De	De	NNP
work_zbpzx43flfaifddpftczprcome	287	5	Rijke	Rijke	NNP
work_zbpzx43flfaifddpftczprcome	287	6	M.	M.	NNP
work_zbpzx43flfaifddpftczprcome	287	7	2005	2005	CD
work_zbpzx43flfaifddpftczprcome	287	8	.	.	.
work_zbpzx43flfaifddpftczprcome	288	1	Discovering	discover	VBG
work_zbpzx43flfaifddpftczprcome	288	2	missing	miss	VBG
work_zbpzx43flfaifddpftczprcome	288	3	links	link	NNS
work_zbpzx43flfaifddpftczprcome	288	4	in	in	IN
work_zbpzx43flfaifddpftczprcome	288	5	Wikipedia	Wikipedia	NNP
work_zbpzx43flfaifddpftczprcome	288	6	.	.	.
work_zbpzx43flfaifddpftczprcome	289	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	289	2	:	:	:
work_zbpzx43flfaifddpftczprcome	289	3	Proceedings	Proceedings	NNP
work_zbpzx43flfaifddpftczprcome	289	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	289	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	289	6	3rd	3rd	JJ
work_zbpzx43flfaifddpftczprcome	289	7	International	International	NNP
work_zbpzx43flfaifddpftczprcome	289	8	Workshop	Workshop	NNP
work_zbpzx43flfaifddpftczprcome	289	9	on	on	IN
work_zbpzx43flfaifddpftczprcome	289	10	Link	Link	NNP
work_zbpzx43flfaifddpftczprcome	289	11	Discovery	Discovery	NNP
work_zbpzx43flfaifddpftczprcome	289	12	,	,	,
work_zbpzx43flfaifddpftczprcome	289	13	LinkKDD	linkkdd	NN
work_zbpzx43flfaifddpftczprcome	289	14	’	'	''
work_zbpzx43flfaifddpftczprcome	289	15	05	05	CD
work_zbpzx43flfaifddpftczprcome	289	16	.	.	.
work_zbpzx43flfaifddpftczprcome	290	1	New	New	NNP
work_zbpzx43flfaifddpftczprcome	290	2	York	York	NNP
work_zbpzx43flfaifddpftczprcome	290	3	:	:	:
work_zbpzx43flfaifddpftczprcome	290	4	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	290	5	,	,	,
work_zbpzx43flfaifddpftczprcome	290	6	90–97	90–97	CD
work_zbpzx43flfaifddpftczprcome	290	7	.	.	.
work_zbpzx43flfaifddpftczprcome	291	1	Backstrom	Backstrom	NNP
work_zbpzx43flfaifddpftczprcome	291	2	L	L	NNP
work_zbpzx43flfaifddpftczprcome	291	3	,	,	,
work_zbpzx43flfaifddpftczprcome	291	4	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	291	5	J.	J.	NNP
work_zbpzx43flfaifddpftczprcome	292	1	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	292	2	.	.	.
work_zbpzx43flfaifddpftczprcome	293	1	Supervised	supervise	VBN
work_zbpzx43flfaifddpftczprcome	293	2	random	random	JJ
work_zbpzx43flfaifddpftczprcome	293	3	walks	walk	VBZ
work_zbpzx43flfaifddpftczprcome	293	4	:	:	:
work_zbpzx43flfaifddpftczprcome	293	5	predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	293	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	293	7	recommending	recommend	VBG
work_zbpzx43flfaifddpftczprcome	293	8	links	link	NNS
work_zbpzx43flfaifddpftczprcome	293	9	in	in	IN
work_zbpzx43flfaifddpftczprcome	293	10	social	social	JJ
work_zbpzx43flfaifddpftczprcome	293	11	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	293	12	.	.	.
work_zbpzx43flfaifddpftczprcome	294	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	294	2	:	:	:
work_zbpzx43flfaifddpftczprcome	294	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	294	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	294	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	294	6	Fourth	Fourth	NNP
work_zbpzx43flfaifddpftczprcome	294	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	294	8	International	International	NNP
work_zbpzx43flfaifddpftczprcome	294	9	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	294	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	294	11	Web	Web	NNP
work_zbpzx43flfaifddpftczprcome	294	12	Search	Search	NNP
work_zbpzx43flfaifddpftczprcome	294	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	294	14	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	294	15	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	294	16	,	,	,
work_zbpzx43flfaifddpftczprcome	294	17	WSDM	WSDM	NNP
work_zbpzx43flfaifddpftczprcome	294	18	’	'	''
work_zbpzx43flfaifddpftczprcome	294	19	1	1	CD
work_zbpzx43flfaifddpftczprcome	294	20	.	.	.
work_zbpzx43flfaifddpftczprcome	295	1	New	New	NNP
work_zbpzx43flfaifddpftczprcome	295	2	York	York	NNP
work_zbpzx43flfaifddpftczprcome	295	3	:	:	:
work_zbpzx43flfaifddpftczprcome	295	4	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	295	5	,	,	,
work_zbpzx43flfaifddpftczprcome	295	6	635–644	635–644	CD
work_zbpzx43flfaifddpftczprcome	295	7	.	.	.
work_zbpzx43flfaifddpftczprcome	296	1	Barabási	Barabási	NNP
work_zbpzx43flfaifddpftczprcome	296	2	A	A	NNP
work_zbpzx43flfaifddpftczprcome	296	3	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	296	4	L	L	NNP
work_zbpzx43flfaifddpftczprcome	296	5	,	,	,
work_zbpzx43flfaifddpftczprcome	296	6	Pósfai	Pósfai	NNP
work_zbpzx43flfaifddpftczprcome	296	7	M.	M.	NNP
work_zbpzx43flfaifddpftczprcome	296	8	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	296	9	.	.	.
work_zbpzx43flfaifddpftczprcome	297	1	Network	network	NN
work_zbpzx43flfaifddpftczprcome	297	2	science	science	NN
work_zbpzx43flfaifddpftczprcome	297	3	.	.	.
work_zbpzx43flfaifddpftczprcome	298	1	Cambridge	Cambridge	NNP
work_zbpzx43flfaifddpftczprcome	298	2	:	:	:
work_zbpzx43flfaifddpftczprcome	298	3	Cambridge	Cambridge	NNP
work_zbpzx43flfaifddpftczprcome	298	4	University	University	NNP
work_zbpzx43flfaifddpftczprcome	298	5	Press	Press	NNP
work_zbpzx43flfaifddpftczprcome	298	6	.	.	.
work_zbpzx43flfaifddpftczprcome	299	1	Belkin	Belkin	NNP
work_zbpzx43flfaifddpftczprcome	299	2	M	M	NNP
work_zbpzx43flfaifddpftczprcome	299	3	,	,	,
work_zbpzx43flfaifddpftczprcome	299	4	Niyogi	Niyogi	NNP
work_zbpzx43flfaifddpftczprcome	299	5	P.	P.	NNP
work_zbpzx43flfaifddpftczprcome	299	6	2002	2002	CD
work_zbpzx43flfaifddpftczprcome	299	7	.	.	.
work_zbpzx43flfaifddpftczprcome	300	1	Laplacian	laplacian	JJ
work_zbpzx43flfaifddpftczprcome	300	2	eigenmaps	eigenmap	NNS
work_zbpzx43flfaifddpftczprcome	300	3	and	and	CC
work_zbpzx43flfaifddpftczprcome	300	4	spectral	spectral	JJ
work_zbpzx43flfaifddpftczprcome	300	5	techniques	technique	NNS
work_zbpzx43flfaifddpftczprcome	300	6	for	for	IN
work_zbpzx43flfaifddpftczprcome	300	7	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	300	8	and	and	CC
work_zbpzx43flfaifddpftczprcome	300	9	clustering	clustering	NN
work_zbpzx43flfaifddpftczprcome	300	10	.	.	.
work_zbpzx43flfaifddpftczprcome	301	1	Advances	advance	NNS
work_zbpzx43flfaifddpftczprcome	301	2	in	in	IN
work_zbpzx43flfaifddpftczprcome	301	3	Neural	Neural	NNP
work_zbpzx43flfaifddpftczprcome	301	4	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	301	5	Processing	Processing	NNP
work_zbpzx43flfaifddpftczprcome	301	6	Systems	Systems	NNPS
work_zbpzx43flfaifddpftczprcome	301	7	.	.	.
work_zbpzx43flfaifddpftczprcome	302	1	Cambridge	Cambridge	NNP
work_zbpzx43flfaifddpftczprcome	302	2	:	:	:
work_zbpzx43flfaifddpftczprcome	302	3	MIT	MIT	NNP
work_zbpzx43flfaifddpftczprcome	302	4	Press	Press	NNP
work_zbpzx43flfaifddpftczprcome	302	5	,	,	,
work_zbpzx43flfaifddpftczprcome	302	6	585–591	585–591	CD
work_zbpzx43flfaifddpftczprcome	302	7	.	.	.
work_zbpzx43flfaifddpftczprcome	303	1	Cai	Cai	NNP
work_zbpzx43flfaifddpftczprcome	303	2	H	h	NN
work_zbpzx43flfaifddpftczprcome	303	3	,	,	,
work_zbpzx43flfaifddpftczprcome	303	4	Zheng	Zheng	NNP
work_zbpzx43flfaifddpftczprcome	303	5	VW	VW	NNP
work_zbpzx43flfaifddpftczprcome	303	6	,	,	,
work_zbpzx43flfaifddpftczprcome	303	7	Chang	Chang	NNP
work_zbpzx43flfaifddpftczprcome	303	8	K.	K.	NNP
work_zbpzx43flfaifddpftczprcome	303	9	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	303	10	.	.	.
work_zbpzx43flfaifddpftczprcome	304	1	A	a	DT
work_zbpzx43flfaifddpftczprcome	304	2	comprehensive	comprehensive	JJ
work_zbpzx43flfaifddpftczprcome	304	3	survey	survey	NN
work_zbpzx43flfaifddpftczprcome	304	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	304	5	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	304	6	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	304	7	:	:	:
work_zbpzx43flfaifddpftczprcome	304	8	problems	problem	NNS
work_zbpzx43flfaifddpftczprcome	304	9	,	,	,
work_zbpzx43flfaifddpftczprcome	304	10	techniques	technique	NNS
work_zbpzx43flfaifddpftczprcome	304	11	and	and	CC
work_zbpzx43flfaifddpftczprcome	304	12	applications	application	NNS
work_zbpzx43flfaifddpftczprcome	304	13	.	.	.
work_zbpzx43flfaifddpftczprcome	305	1	IEEE	IEEE	NNP
work_zbpzx43flfaifddpftczprcome	305	2	Transactions	transaction	NNS
work_zbpzx43flfaifddpftczprcome	305	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	305	4	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	305	5	and	and	CC
work_zbpzx43flfaifddpftczprcome	305	6	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	305	7	Engineering	Engineering	NNP
work_zbpzx43flfaifddpftczprcome	305	8	30(9):1616–1637	30(9):1616–1637	CD
work_zbpzx43flfaifddpftczprcome	305	9	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	305	10	10.1109	10.1109	CD
work_zbpzx43flfaifddpftczprcome	305	11	/	/	SYM
work_zbpzx43flfaifddpftczprcome	305	12	tkde.2018.2807452	tkde.2018.2807452	CD
work_zbpzx43flfaifddpftczprcome	305	13	.	.	.
work_zbpzx43flfaifddpftczprcome	306	1	Cao	Cao	NNP
work_zbpzx43flfaifddpftczprcome	306	2	S	S	NNP
work_zbpzx43flfaifddpftczprcome	306	3	,	,	,
work_zbpzx43flfaifddpftczprcome	306	4	Lu	Lu	NNP
work_zbpzx43flfaifddpftczprcome	306	5	W	W	NNP
work_zbpzx43flfaifddpftczprcome	306	6	,	,	,
work_zbpzx43flfaifddpftczprcome	306	7	Xu	Xu	NNP
work_zbpzx43flfaifddpftczprcome	306	8	Q.	Q.	NNP
work_zbpzx43flfaifddpftczprcome	307	1	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	307	2	.	.	.
work_zbpzx43flfaifddpftczprcome	308	1	Grarep	Grarep	NNP
work_zbpzx43flfaifddpftczprcome	308	2	:	:	:
work_zbpzx43flfaifddpftczprcome	308	3	learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	308	4	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	308	5	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	308	6	with	with	IN
work_zbpzx43flfaifddpftczprcome	308	7	global	global	JJ
work_zbpzx43flfaifddpftczprcome	308	8	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	308	9	information	information	NN
work_zbpzx43flfaifddpftczprcome	308	10	.	.	.
work_zbpzx43flfaifddpftczprcome	309	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	309	2	:	:	:
work_zbpzx43flfaifddpftczprcome	309	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	309	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	309	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	309	6	24th	24th	JJ
work_zbpzx43flfaifddpftczprcome	309	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	309	8	International	International	NNP
work_zbpzx43flfaifddpftczprcome	309	9	on	on	IN
work_zbpzx43flfaifddpftczprcome	309	10	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	309	11	on	on	IN
work_zbpzx43flfaifddpftczprcome	309	12	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	309	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	309	14	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	309	15	Management	Management	NNP
work_zbpzx43flfaifddpftczprcome	309	16	,	,	,
work_zbpzx43flfaifddpftczprcome	309	17	CIKM	CIKM	NNP
work_zbpzx43flfaifddpftczprcome	309	18	’	’	POS
work_zbpzx43flfaifddpftczprcome	309	19	15	15	CD
work_zbpzx43flfaifddpftczprcome	309	20	,	,	,
work_zbpzx43flfaifddpftczprcome	309	21	New	New	NNP
work_zbpzx43flfaifddpftczprcome	309	22	York	York	NNP
work_zbpzx43flfaifddpftczprcome	309	23	:	:	:
work_zbpzx43flfaifddpftczprcome	309	24	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	309	25	,	,	,
work_zbpzx43flfaifddpftczprcome	309	26	891–900	891–900	CD
work_zbpzx43flfaifddpftczprcome	309	27	.	.	.
work_zbpzx43flfaifddpftczprcome	310	1	Carstens	Carstens	NNP
work_zbpzx43flfaifddpftczprcome	310	2	BT	BT	NNP
work_zbpzx43flfaifddpftczprcome	310	3	,	,	,
work_zbpzx43flfaifddpftczprcome	310	4	Jensen	Jensen	NNP
work_zbpzx43flfaifddpftczprcome	310	5	MR	MR	NNP
work_zbpzx43flfaifddpftczprcome	310	6	,	,	,
work_zbpzx43flfaifddpftczprcome	310	7	Spaniel	Spaniel	NNP
work_zbpzx43flfaifddpftczprcome	310	8	MF	MF	NNP
work_zbpzx43flfaifddpftczprcome	310	9	,	,	,
work_zbpzx43flfaifddpftczprcome	310	10	Hermansen	Hermansen	NNP
work_zbpzx43flfaifddpftczprcome	310	11	A.	A.	NNP
work_zbpzx43flfaifddpftczprcome	311	1	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	311	2	.	.	.
work_zbpzx43flfaifddpftczprcome	312	1	Vertex	vertex	JJ
work_zbpzx43flfaifddpftczprcome	312	2	similarity	similarity	NN
work_zbpzx43flfaifddpftczprcome	312	3	in	in	IN
work_zbpzx43flfaifddpftczprcome	312	4	graphs	graphs	NN
work_zbpzx43flfaifddpftczprcome	312	5	using	use	VBG
work_zbpzx43flfaifddpftczprcome	312	6	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	312	7	learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	312	8	.	.	.
work_zbpzx43flfaifddpftczprcome	313	1	Available	available	JJ
work_zbpzx43flfaifddpftczprcome	313	2	at	at	IN
work_zbpzx43flfaifddpftczprcome	313	3	https://projekter.aau.dk/projekter/files/259997796/	https://projekter.aau.dk/projekter/files/259997796/	NN
work_zbpzx43flfaifddpftczprcome	313	4	mi109f17___Vertex_Similarity.pdf	mi109f17___Vertex_Similarity.pdf	''
work_zbpzx43flfaifddpftczprcome	313	5	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	313	6	accessed	access	VBN
work_zbpzx43flfaifddpftczprcome	313	7	7	7	CD
work_zbpzx43flfaifddpftczprcome	313	8	June	June	NNP
work_zbpzx43flfaifddpftczprcome	313	9	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	313	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	313	11	.	.	.
work_zbpzx43flfaifddpftczprcome	314	1	Cetorelli	Cetorelli	NNP
work_zbpzx43flfaifddpftczprcome	314	2	N	N	NNP
work_zbpzx43flfaifddpftczprcome	314	3	,	,	,
work_zbpzx43flfaifddpftczprcome	314	4	Peristiani	Peristiani	NNP
work_zbpzx43flfaifddpftczprcome	314	5	S.	S.	NNP
work_zbpzx43flfaifddpftczprcome	314	6	2013	2013	CD
work_zbpzx43flfaifddpftczprcome	314	7	.	.	.
work_zbpzx43flfaifddpftczprcome	315	1	Prestigious	prestigious	JJ
work_zbpzx43flfaifddpftczprcome	315	2	stock	stock	NN
work_zbpzx43flfaifddpftczprcome	315	3	exchanges	exchange	NNS
work_zbpzx43flfaifddpftczprcome	315	4	:	:	:
work_zbpzx43flfaifddpftczprcome	315	5	a	a	DT
work_zbpzx43flfaifddpftczprcome	315	6	network	network	NN
work_zbpzx43flfaifddpftczprcome	315	7	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	315	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	315	9	international	international	JJ
work_zbpzx43flfaifddpftczprcome	315	10	financial	financial	JJ
work_zbpzx43flfaifddpftczprcome	315	11	centers	center	NNS
work_zbpzx43flfaifddpftczprcome	315	12	.	.	.
work_zbpzx43flfaifddpftczprcome	316	1	Journal	Journal	NNP
work_zbpzx43flfaifddpftczprcome	316	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	316	3	Banking	Banking	NNP
work_zbpzx43flfaifddpftczprcome	316	4	&	&	CC
work_zbpzx43flfaifddpftczprcome	316	5	Finance	Finance	NNP
work_zbpzx43flfaifddpftczprcome	316	6	37(5):1543–1551	37(5):1543–1551	CD
work_zbpzx43flfaifddpftczprcome	316	7	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	316	8	10.1016	10.1016	CD
work_zbpzx43flfaifddpftczprcome	316	9	/	/	SYM
work_zbpzx43flfaifddpftczprcome	316	10	j.jbankfin.2012.06.011	j.jbankfin.2012.06.011	CD
work_zbpzx43flfaifddpftczprcome	316	11	.	.	.
work_zbpzx43flfaifddpftczprcome	317	1	Chang	Chang	NNP
work_zbpzx43flfaifddpftczprcome	317	2	S	S	NNP
work_zbpzx43flfaifddpftczprcome	317	3	,	,	,
work_zbpzx43flfaifddpftczprcome	317	4	Han	Han	NNP
work_zbpzx43flfaifddpftczprcome	317	5	W	W	NNP
work_zbpzx43flfaifddpftczprcome	317	6	,	,	,
work_zbpzx43flfaifddpftczprcome	317	7	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	317	8	J	J	NNP
work_zbpzx43flfaifddpftczprcome	317	9	,	,	,
work_zbpzx43flfaifddpftczprcome	317	10	Qi	Qi	NNP
work_zbpzx43flfaifddpftczprcome	317	11	G	G	NNP
work_zbpzx43flfaifddpftczprcome	317	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	317	13	J	J	NNP
work_zbpzx43flfaifddpftczprcome	317	14	,	,	,
work_zbpzx43flfaifddpftczprcome	317	15	Aggarwal	Aggarwal	NNP
work_zbpzx43flfaifddpftczprcome	317	16	CC	CC	NNP
work_zbpzx43flfaifddpftczprcome	317	17	,	,	,
work_zbpzx43flfaifddpftczprcome	317	18	Huang	Huang	NNP
work_zbpzx43flfaifddpftczprcome	317	19	TS	TS	NNP
work_zbpzx43flfaifddpftczprcome	317	20	.	.	.
work_zbpzx43flfaifddpftczprcome	318	1	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	318	2	.	.	.
work_zbpzx43flfaifddpftczprcome	319	1	Heterogeneous	heterogeneous	JJ
work_zbpzx43flfaifddpftczprcome	319	2	network	network	NN
work_zbpzx43flfaifddpftczprcome	319	3	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	319	4	via	via	IN
work_zbpzx43flfaifddpftczprcome	319	5	deep	deep	JJ
work_zbpzx43flfaifddpftczprcome	319	6	architectures	architecture	NNS
work_zbpzx43flfaifddpftczprcome	319	7	.	.	.
work_zbpzx43flfaifddpftczprcome	320	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	320	2	:	:	:
work_zbpzx43flfaifddpftczprcome	320	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	320	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	320	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	320	6	21th	21th	JJ
work_zbpzx43flfaifddpftczprcome	320	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	320	8	SIGKDD	SIGKDD	NNP
work_zbpzx43flfaifddpftczprcome	320	9	International	International	NNP
work_zbpzx43flfaifddpftczprcome	320	10	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	320	11	on	on	IN
work_zbpzx43flfaifddpftczprcome	320	12	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	320	13	Discovery	Discovery	NNP
work_zbpzx43flfaifddpftczprcome	320	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	320	15	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	320	16	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	320	17	,	,	,
work_zbpzx43flfaifddpftczprcome	320	18	KDD	KDD	NNP
work_zbpzx43flfaifddpftczprcome	320	19	’	’	POS
work_zbpzx43flfaifddpftczprcome	320	20	15	15	CD
work_zbpzx43flfaifddpftczprcome	320	21	,	,	,
work_zbpzx43flfaifddpftczprcome	320	22	New	New	NNP
work_zbpzx43flfaifddpftczprcome	320	23	York	York	NNP
work_zbpzx43flfaifddpftczprcome	320	24	:	:	:
work_zbpzx43flfaifddpftczprcome	320	25	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	320	26	,	,	,
work_zbpzx43flfaifddpftczprcome	320	27	119–128	119–128	CD
work_zbpzx43flfaifddpftczprcome	320	28	.	.	.
work_zbpzx43flfaifddpftczprcome	321	1	Chen	Chen	NNP
work_zbpzx43flfaifddpftczprcome	321	2	H	H	NNP
work_zbpzx43flfaifddpftczprcome	321	3	,	,	,
work_zbpzx43flfaifddpftczprcome	321	4	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	321	5	X	X	NNP
work_zbpzx43flfaifddpftczprcome	321	6	,	,	,
work_zbpzx43flfaifddpftczprcome	321	7	Huang	Huang	NNP
work_zbpzx43flfaifddpftczprcome	321	8	Z.	Z.	NNP
work_zbpzx43flfaifddpftczprcome	322	1	2005	2005	CD
work_zbpzx43flfaifddpftczprcome	322	2	.	.	.
work_zbpzx43flfaifddpftczprcome	323	1	Link	link	NN
work_zbpzx43flfaifddpftczprcome	323	2	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	323	3	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	323	4	to	to	IN
work_zbpzx43flfaifddpftczprcome	323	5	collaborative	collaborative	JJ
work_zbpzx43flfaifddpftczprcome	323	6	filtering	filtering	NN
work_zbpzx43flfaifddpftczprcome	323	7	.	.	.
work_zbpzx43flfaifddpftczprcome	324	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	324	2	:	:	:
work_zbpzx43flfaifddpftczprcome	324	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	324	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	324	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	324	6	5th	5th	JJ
work_zbpzx43flfaifddpftczprcome	324	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	324	8	/	/	SYM
work_zbpzx43flfaifddpftczprcome	324	9	IEEE	IEEE	NNP
work_zbpzx43flfaifddpftczprcome	324	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	324	11	CS	CS	NNP
work_zbpzx43flfaifddpftczprcome	324	12	Joint	Joint	NNP
work_zbpzx43flfaifddpftczprcome	324	13	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	324	14	on	on	IN
work_zbpzx43flfaifddpftczprcome	324	15	Digital	Digital	NNP
work_zbpzx43flfaifddpftczprcome	324	16	Libraries	Libraries	NNPS
work_zbpzx43flfaifddpftczprcome	324	17	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	324	18	JCDL	JCDL	NNP
work_zbpzx43flfaifddpftczprcome	324	19	’	'	''
work_zbpzx43flfaifddpftczprcome	324	20	05	05	CD
work_zbpzx43flfaifddpftczprcome	324	21	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	324	22	,	,	,
work_zbpzx43flfaifddpftczprcome	324	23	New	New	NNP
work_zbpzx43flfaifddpftczprcome	324	24	York	York	NNP
work_zbpzx43flfaifddpftczprcome	324	25	,	,	,
work_zbpzx43flfaifddpftczprcome	324	26	NY	NY	NNP
work_zbpzx43flfaifddpftczprcome	324	27	,	,	,
work_zbpzx43flfaifddpftczprcome	324	28	USA	USA	NNP
work_zbpzx43flfaifddpftczprcome	324	29	,	,	,
work_zbpzx43flfaifddpftczprcome	324	30	141–142	141–142	CD
work_zbpzx43flfaifddpftczprcome	324	31	.	.	.
work_zbpzx43flfaifddpftczprcome	325	1	Chen	Chen	NNP
work_zbpzx43flfaifddpftczprcome	325	2	H	H	NNP
work_zbpzx43flfaifddpftczprcome	325	3	,	,	,
work_zbpzx43flfaifddpftczprcome	325	4	Perozzi	Perozzi	NNP
work_zbpzx43flfaifddpftczprcome	325	5	B	B	NNP
work_zbpzx43flfaifddpftczprcome	325	6	,	,	,
work_zbpzx43flfaifddpftczprcome	325	7	Al	Al	NNP
work_zbpzx43flfaifddpftczprcome	325	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	325	9	Rfou	Rfou	NNP
work_zbpzx43flfaifddpftczprcome	325	10	R	R	NNP
work_zbpzx43flfaifddpftczprcome	325	11	,	,	,
work_zbpzx43flfaifddpftczprcome	325	12	Skiena	Skiena	NNP
work_zbpzx43flfaifddpftczprcome	325	13	S.	S.	NNP
work_zbpzx43flfaifddpftczprcome	325	14	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	325	15	.	.	.
work_zbpzx43flfaifddpftczprcome	326	1	A	a	DT
work_zbpzx43flfaifddpftczprcome	326	2	tutorial	tutorial	NN
work_zbpzx43flfaifddpftczprcome	326	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	326	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	326	5	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	326	6	.	.	.
work_zbpzx43flfaifddpftczprcome	327	1	arXiv	arXiv	NNP
work_zbpzx43flfaifddpftczprcome	327	2	preprint	preprint	NNP
work_zbpzx43flfaifddpftczprcome	327	3	arXiv:1808.02590	arXiv:1808.02590	NNP
work_zbpzx43flfaifddpftczprcome	327	4	.	.	.
work_zbpzx43flfaifddpftczprcome	328	1	Cho	Cho	NNP
work_zbpzx43flfaifddpftczprcome	328	2	H	H	NNP
work_zbpzx43flfaifddpftczprcome	328	3	,	,	,
work_zbpzx43flfaifddpftczprcome	328	4	Yu	Yu	NNP
work_zbpzx43flfaifddpftczprcome	328	5	Y.	Y.	NNP
work_zbpzx43flfaifddpftczprcome	329	1	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	329	2	.	.	.
work_zbpzx43flfaifddpftczprcome	330	1	Link	link	VB
work_zbpzx43flfaifddpftczprcome	330	2	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	330	3	for	for	IN
work_zbpzx43flfaifddpftczprcome	330	4	interdisciplinary	interdisciplinary	JJ
work_zbpzx43flfaifddpftczprcome	330	5	collaboration	collaboration	NN
work_zbpzx43flfaifddpftczprcome	330	6	via	via	IN
work_zbpzx43flfaifddpftczprcome	330	7	co	co	NN
work_zbpzx43flfaifddpftczprcome	330	8	-	-	JJ
work_zbpzx43flfaifddpftczprcome	330	9	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	330	10	network	network	NN
work_zbpzx43flfaifddpftczprcome	330	11	.	.	.
work_zbpzx43flfaifddpftczprcome	331	1	Social	Social	NNP
work_zbpzx43flfaifddpftczprcome	331	2	Network	Network	NNP
work_zbpzx43flfaifddpftczprcome	331	3	Analysis	Analysis	NNP
work_zbpzx43flfaifddpftczprcome	331	4	and	and	CC
work_zbpzx43flfaifddpftczprcome	331	5	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	331	6	8(1):25	8(1):25	CD
work_zbpzx43flfaifddpftczprcome	331	7	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	331	8	10.1007	10.1007	CD
work_zbpzx43flfaifddpftczprcome	331	9	/	/	SYM
work_zbpzx43flfaifddpftczprcome	331	10	s13278	s13278	PRP$
work_zbpzx43flfaifddpftczprcome	331	11	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	331	12	018	018	CD
work_zbpzx43flfaifddpftczprcome	331	13	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	331	14	0501	0501	CD
work_zbpzx43flfaifddpftczprcome	331	15	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	331	16	6	6	CD
work_zbpzx43flfaifddpftczprcome	331	17	.	.	.
work_zbpzx43flfaifddpftczprcome	332	1	Cui	Cui	NNP
work_zbpzx43flfaifddpftczprcome	332	2	P	P	NNP
work_zbpzx43flfaifddpftczprcome	332	3	,	,	,
work_zbpzx43flfaifddpftczprcome	332	4	Wang	Wang	NNP
work_zbpzx43flfaifddpftczprcome	332	5	X	X	NNP
work_zbpzx43flfaifddpftczprcome	332	6	,	,	,
work_zbpzx43flfaifddpftczprcome	332	7	Pei	Pei	NNP
work_zbpzx43flfaifddpftczprcome	332	8	J	J	NNP
work_zbpzx43flfaifddpftczprcome	332	9	,	,	,
work_zbpzx43flfaifddpftczprcome	332	10	Zhu	Zhu	NNP
work_zbpzx43flfaifddpftczprcome	332	11	W.	W.	NNP
work_zbpzx43flfaifddpftczprcome	332	12	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	332	13	.	.	.
work_zbpzx43flfaifddpftczprcome	333	1	A	a	DT
work_zbpzx43flfaifddpftczprcome	333	2	survey	survey	NN
work_zbpzx43flfaifddpftczprcome	333	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	333	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	333	5	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	333	6	.	.	.
work_zbpzx43flfaifddpftczprcome	334	1	IEEE	IEEE	NNP
work_zbpzx43flfaifddpftczprcome	334	2	Transactions	transaction	NNS
work_zbpzx43flfaifddpftczprcome	334	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	334	4	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	334	5	and	and	CC
work_zbpzx43flfaifddpftczprcome	334	6	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	334	7	Engineering	Engineering	NNP
work_zbpzx43flfaifddpftczprcome	334	8	,	,	,
work_zbpzx43flfaifddpftczprcome	334	9	21	21	CD
work_zbpzx43flfaifddpftczprcome	334	10	pages	page	NNS
work_zbpzx43flfaifddpftczprcome	334	11	.	.	.
work_zbpzx43flfaifddpftczprcome	335	1	Available	available	JJ
work_zbpzx43flfaifddpftczprcome	335	2	at	at	IN
work_zbpzx43flfaifddpftczprcome	335	3	https://ieeexplore.ieee.org/abstract/	https://ieeexplore.ieee.org/abstract/	ADD
work_zbpzx43flfaifddpftczprcome	335	4	document/8392745	document/8392745	NNS
work_zbpzx43flfaifddpftczprcome	335	5	.	.	.
work_zbpzx43flfaifddpftczprcome	336	1	Elsevier	Elsevier	NNP
work_zbpzx43flfaifddpftczprcome	336	2	.	.	.
work_zbpzx43flfaifddpftczprcome	337	1	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	337	2	.	.	.
work_zbpzx43flfaifddpftczprcome	338	1	Scopus	Scopus	NNP
work_zbpzx43flfaifddpftczprcome	338	2	.	.	.
work_zbpzx43flfaifddpftczprcome	339	1	Available	available	JJ
work_zbpzx43flfaifddpftczprcome	339	2	at	at	IN
work_zbpzx43flfaifddpftczprcome	339	3	http://www.scopus.com/	http://www.scopus.com/	NN
work_zbpzx43flfaifddpftczprcome	339	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	339	5	accessed	access	VBN
work_zbpzx43flfaifddpftczprcome	339	6	9	9	CD
work_zbpzx43flfaifddpftczprcome	339	7	January	January	NNP
work_zbpzx43flfaifddpftczprcome	339	8	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	339	9	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	339	10	.	.	.
work_zbpzx43flfaifddpftczprcome	340	1	Gao	Gao	NNP
work_zbpzx43flfaifddpftczprcome	340	2	F	F	NNP
work_zbpzx43flfaifddpftczprcome	340	3	,	,	,
work_zbpzx43flfaifddpftczprcome	340	4	Musial	Musial	NNP
work_zbpzx43flfaifddpftczprcome	340	5	K	K	NNP
work_zbpzx43flfaifddpftczprcome	340	6	,	,	,
work_zbpzx43flfaifddpftczprcome	340	7	Cooper	Cooper	NNP
work_zbpzx43flfaifddpftczprcome	340	8	C	C	NNP
work_zbpzx43flfaifddpftczprcome	340	9	,	,	,
work_zbpzx43flfaifddpftczprcome	340	10	Tsoka	Tsoka	NNP
work_zbpzx43flfaifddpftczprcome	340	11	S.	S.	NNP
work_zbpzx43flfaifddpftczprcome	340	12	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	340	13	.	.	.
work_zbpzx43flfaifddpftczprcome	341	1	Link	link	VB
work_zbpzx43flfaifddpftczprcome	341	2	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	341	3	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	341	4	and	and	CC
work_zbpzx43flfaifddpftczprcome	341	5	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	341	6	accuracy	accuracy	NN
work_zbpzx43flfaifddpftczprcome	341	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	341	8	different	different	JJ
work_zbpzx43flfaifddpftczprcome	341	9	social	social	JJ
work_zbpzx43flfaifddpftczprcome	341	10	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	341	11	and	and	CC
work_zbpzx43flfaifddpftczprcome	341	12	network	network	NN
work_zbpzx43flfaifddpftczprcome	341	13	metrics	metric	NNS
work_zbpzx43flfaifddpftczprcome	341	14	.	.	.
work_zbpzx43flfaifddpftczprcome	342	1	Scientific	scientific	JJ
work_zbpzx43flfaifddpftczprcome	342	2	Programming	Programming	NNP
work_zbpzx43flfaifddpftczprcome	342	3	2015:1–13	2015:1–13	CD
work_zbpzx43flfaifddpftczprcome	342	4	DOI	doi	NN
work_zbpzx43flfaifddpftczprcome	342	5	10.1155/2015/172879	10.1155/2015/172879	CD
work_zbpzx43flfaifddpftczprcome	342	6	.	.	.
work_zbpzx43flfaifddpftczprcome	343	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	343	2	et	et	NNP
work_zbpzx43flfaifddpftczprcome	343	3	al	al	NNP
work_zbpzx43flfaifddpftczprcome	343	4	.	.	.
work_zbpzx43flfaifddpftczprcome	344	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	344	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	344	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	344	4	,	,	,
work_zbpzx43flfaifddpftczprcome	344	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	344	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	344	7	.	.	.
work_zbpzx43flfaifddpftczprcome	345	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	345	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	345	3	,	,	,
work_zbpzx43flfaifddpftczprcome	345	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	345	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	345	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	345	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	345	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	345	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	345	10	17/20	17/20	CD
work_zbpzx43flfaifddpftczprcome	345	11	https://github.com/MakarovIA/jcdl2018	https://github.com/MakarovIA/jcdl2018	NNP
work_zbpzx43flfaifddpftczprcome	345	12	http://dx.doi.org/10.1109/tkde.2018.2807452	http://dx.doi.org/10.1109/tkde.2018.2807452	NNP
work_zbpzx43flfaifddpftczprcome	345	13	https://projekter.aau.dk/projekter/files/259997796/mi109f17___Vertex_Similarity.pdf	https://projekter.aau.dk/projekter/files/259997796/mi109f17___Vertex_Similarity.pdf	NNPS
work_zbpzx43flfaifddpftczprcome	345	14	https://projekter.aau.dk/projekter/files/259997796/mi109f17___Vertex_Similarity.pdf	https://projekter.aau.dk/projekter/files/259997796/mi109f17___Vertex_Similarity.pdf	NNPS
work_zbpzx43flfaifddpftczprcome	345	15	http://dx.doi.org/10.1016/j.jbankfin.2012.06.011	http://dx.doi.org/10.1016/j.jbankfin.2012.06.011	NN
work_zbpzx43flfaifddpftczprcome	345	16	http://dx.doi.org/10.1007/s13278-018-0501-6	http://dx.doi.org/10.1007/s13278-018-0501-6	NNP
work_zbpzx43flfaifddpftczprcome	345	17	https://ieeexplore.ieee.org/abstract/document/8392745	https://ieeexplore.ieee.org/abstract/document/8392745	NNP
work_zbpzx43flfaifddpftczprcome	345	18	https://ieeexplore.ieee.org/abstract/document/8392745	https://ieeexplore.ieee.org/abstract/document/8392745	NNP
work_zbpzx43flfaifddpftczprcome	345	19	http://www.scopus.com/	http://www.scopus.com/	NN
work_zbpzx43flfaifddpftczprcome	345	20	http://dx.doi.org/10.1155/2015/172879	http://dx.doi.org/10.1155/2015/172879	ADD
work_zbpzx43flfaifddpftczprcome	345	21	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	345	22	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNP
work_zbpzx43flfaifddpftczprcome	345	23	Gao	Gao	NNP
work_zbpzx43flfaifddpftczprcome	345	24	S	S	NNP
work_zbpzx43flfaifddpftczprcome	345	25	,	,	,
work_zbpzx43flfaifddpftczprcome	345	26	Denoyer	Denoyer	NNP
work_zbpzx43flfaifddpftczprcome	345	27	L	L	NNP
work_zbpzx43flfaifddpftczprcome	345	28	,	,	,
work_zbpzx43flfaifddpftczprcome	345	29	Gallinari	Gallinari	NNP
work_zbpzx43flfaifddpftczprcome	345	30	P.	P.	NNP
work_zbpzx43flfaifddpftczprcome	345	31	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	345	32	.	.	.
work_zbpzx43flfaifddpftczprcome	346	1	Temporal	temporal	JJ
work_zbpzx43flfaifddpftczprcome	346	2	link	link	NN
work_zbpzx43flfaifddpftczprcome	346	3	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	346	4	by	by	IN
work_zbpzx43flfaifddpftczprcome	346	5	integrating	integrate	VBG
work_zbpzx43flfaifddpftczprcome	346	6	content	content	NN
work_zbpzx43flfaifddpftczprcome	346	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	346	8	structure	structure	NN
work_zbpzx43flfaifddpftczprcome	346	9	information	information	NN
work_zbpzx43flfaifddpftczprcome	346	10	.	.	.
work_zbpzx43flfaifddpftczprcome	347	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	347	2	:	:	:
work_zbpzx43flfaifddpftczprcome	347	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	347	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	347	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	347	6	20th	20th	JJ
work_zbpzx43flfaifddpftczprcome	347	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	347	8	International	International	NNP
work_zbpzx43flfaifddpftczprcome	347	9	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	347	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	347	11	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	347	12	and	and	CC
work_zbpzx43flfaifddpftczprcome	347	13	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	347	14	Management	Management	NNP
work_zbpzx43flfaifddpftczprcome	347	15	,	,	,
work_zbpzx43flfaifddpftczprcome	347	16	CIKM	CIKM	NNP
work_zbpzx43flfaifddpftczprcome	347	17	’	’	POS
work_zbpzx43flfaifddpftczprcome	347	18	11	11	CD
work_zbpzx43flfaifddpftczprcome	347	19	,	,	,
work_zbpzx43flfaifddpftczprcome	347	20	New	New	NNP
work_zbpzx43flfaifddpftczprcome	347	21	York	York	NNP
work_zbpzx43flfaifddpftczprcome	347	22	:	:	:
work_zbpzx43flfaifddpftczprcome	347	23	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	347	24	,	,	,
work_zbpzx43flfaifddpftczprcome	347	25	1169–1174	1169–1174	CD
work_zbpzx43flfaifddpftczprcome	347	26	.	.	.
work_zbpzx43flfaifddpftczprcome	348	1	Goyal	Goyal	NNP
work_zbpzx43flfaifddpftczprcome	348	2	P	P	NNP
work_zbpzx43flfaifddpftczprcome	348	3	,	,	,
work_zbpzx43flfaifddpftczprcome	348	4	Ferrara	Ferrara	NNP
work_zbpzx43flfaifddpftczprcome	348	5	E.	E.	NNP
work_zbpzx43flfaifddpftczprcome	348	6	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	348	7	.	.	.
work_zbpzx43flfaifddpftczprcome	349	1	Graph	graph	NN
work_zbpzx43flfaifddpftczprcome	349	2	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	349	3	techniques	technique	NNS
work_zbpzx43flfaifddpftczprcome	349	4	,	,	,
work_zbpzx43flfaifddpftczprcome	349	5	applications	application	NNS
work_zbpzx43flfaifddpftczprcome	349	6	,	,	,
work_zbpzx43flfaifddpftczprcome	349	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	349	8	performance	performance	NN
work_zbpzx43flfaifddpftczprcome	349	9	:	:	:
work_zbpzx43flfaifddpftczprcome	349	10	a	a	DT
work_zbpzx43flfaifddpftczprcome	349	11	survey	survey	NN
work_zbpzx43flfaifddpftczprcome	349	12	.	.	.
work_zbpzx43flfaifddpftczprcome	350	1	Knowledge	knowledge	NN
work_zbpzx43flfaifddpftczprcome	350	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	350	3	Based	base	VBN
work_zbpzx43flfaifddpftczprcome	350	4	Systems	Systems	NNPS
work_zbpzx43flfaifddpftczprcome	350	5	151:78–94	151:78–94	CD
work_zbpzx43flfaifddpftczprcome	350	6	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	350	7	10.1016	10.1016	CD
work_zbpzx43flfaifddpftczprcome	350	8	/	/	SYM
work_zbpzx43flfaifddpftczprcome	350	9	j.knosys.2018.03.022	j.knosys.2018.03.022	ADD
work_zbpzx43flfaifddpftczprcome	350	10	.	.	.
work_zbpzx43flfaifddpftczprcome	351	1	Goyal	Goyal	NNP
work_zbpzx43flfaifddpftczprcome	351	2	P	P	NNP
work_zbpzx43flfaifddpftczprcome	351	3	,	,	,
work_zbpzx43flfaifddpftczprcome	351	4	Hosseinmardi	Hosseinmardi	NNP
work_zbpzx43flfaifddpftczprcome	351	5	H	H	NNP
work_zbpzx43flfaifddpftczprcome	351	6	,	,	,
work_zbpzx43flfaifddpftczprcome	351	7	Ferrara	Ferrara	NNP
work_zbpzx43flfaifddpftczprcome	351	8	E	E	NNP
work_zbpzx43flfaifddpftczprcome	351	9	,	,	,
work_zbpzx43flfaifddpftczprcome	351	10	Galstyan	Galstyan	NNP
work_zbpzx43flfaifddpftczprcome	351	11	A.	a.	NN
work_zbpzx43flfaifddpftczprcome	352	1	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	352	2	.	.	.
work_zbpzx43flfaifddpftczprcome	353	1	Capturing	capture	VBG
work_zbpzx43flfaifddpftczprcome	353	2	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	353	3	attributes	attribute	VBZ
work_zbpzx43flfaifddpftczprcome	353	4	via	via	IN
work_zbpzx43flfaifddpftczprcome	353	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	353	6	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	353	7	.	.	.
work_zbpzx43flfaifddpftczprcome	354	1	arXiv	arXiv	NNP
work_zbpzx43flfaifddpftczprcome	354	2	preprint	preprint	NN
work_zbpzx43flfaifddpftczprcome	354	3	arXiv:1805.03280	arXiv:1805.03280	NNP
work_zbpzx43flfaifddpftczprcome	354	4	.	.	.
work_zbpzx43flfaifddpftczprcome	355	1	Grover	Grover	NNP
work_zbpzx43flfaifddpftczprcome	355	2	A	A	NNP
work_zbpzx43flfaifddpftczprcome	355	3	,	,	,
work_zbpzx43flfaifddpftczprcome	355	4	Leskovec	Leskovec	NNP
work_zbpzx43flfaifddpftczprcome	355	5	J.	J.	NNP
work_zbpzx43flfaifddpftczprcome	356	1	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	356	2	.	.	.
work_zbpzx43flfaifddpftczprcome	357	1	Node2vec	node2vec	NN
work_zbpzx43flfaifddpftczprcome	357	2	:	:	:
work_zbpzx43flfaifddpftczprcome	357	3	scalable	scalable	JJ
work_zbpzx43flfaifddpftczprcome	357	4	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	357	5	learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	357	6	for	for	IN
work_zbpzx43flfaifddpftczprcome	357	7	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	357	8	.	.	.
work_zbpzx43flfaifddpftczprcome	358	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	358	2	:	:	:
work_zbpzx43flfaifddpftczprcome	358	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	358	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	358	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	358	6	22Nd	22nd	CD
work_zbpzx43flfaifddpftczprcome	358	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	358	8	SIGKDD	SIGKDD	NNP
work_zbpzx43flfaifddpftczprcome	358	9	International	International	NNP
work_zbpzx43flfaifddpftczprcome	358	10	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	358	11	on	on	IN
work_zbpzx43flfaifddpftczprcome	358	12	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	358	13	Discovery	Discovery	NNP
work_zbpzx43flfaifddpftczprcome	358	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	358	15	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	358	16	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	358	17	,	,	,
work_zbpzx43flfaifddpftczprcome	358	18	KDD	KDD	NNP
work_zbpzx43flfaifddpftczprcome	358	19	’	'	''
work_zbpzx43flfaifddpftczprcome	358	20	16	16	CD
work_zbpzx43flfaifddpftczprcome	358	21	,	,	,
work_zbpzx43flfaifddpftczprcome	358	22	New	New	NNP
work_zbpzx43flfaifddpftczprcome	358	23	York	York	NNP
work_zbpzx43flfaifddpftczprcome	358	24	:	:	:
work_zbpzx43flfaifddpftczprcome	358	25	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	358	26	,	,	,
work_zbpzx43flfaifddpftczprcome	358	27	855–864	855–864	CD
work_zbpzx43flfaifddpftczprcome	358	28	.	.	.
work_zbpzx43flfaifddpftczprcome	359	1	Hasan	Hasan	NNP
work_zbpzx43flfaifddpftczprcome	359	2	MA	MA	NNP
work_zbpzx43flfaifddpftczprcome	359	3	,	,	,
work_zbpzx43flfaifddpftczprcome	359	4	Zaki	Zaki	NNP
work_zbpzx43flfaifddpftczprcome	359	5	MJ	MJ	NNP
work_zbpzx43flfaifddpftczprcome	359	6	.	.	.
work_zbpzx43flfaifddpftczprcome	360	1	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	360	2	.	.	.
work_zbpzx43flfaifddpftczprcome	361	1	A	a	DT
work_zbpzx43flfaifddpftczprcome	361	2	survey	survey	NN
work_zbpzx43flfaifddpftczprcome	361	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	361	4	link	link	JJ
work_zbpzx43flfaifddpftczprcome	361	5	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	361	6	in	in	IN
work_zbpzx43flfaifddpftczprcome	361	7	social	social	JJ
work_zbpzx43flfaifddpftczprcome	361	8	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	361	9	.	.	.
work_zbpzx43flfaifddpftczprcome	362	1	Boston	Boston	NNP
work_zbpzx43flfaifddpftczprcome	362	2	:	:	:
work_zbpzx43flfaifddpftczprcome	362	3	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	362	4	,	,	,
work_zbpzx43flfaifddpftczprcome	362	5	243–275	243–275	CD
work_zbpzx43flfaifddpftczprcome	362	6	.	.	.
work_zbpzx43flfaifddpftczprcome	363	1	He	-PRON-	PRP
work_zbpzx43flfaifddpftczprcome	363	2	Q	Q	NNP
work_zbpzx43flfaifddpftczprcome	363	3	,	,	,
work_zbpzx43flfaifddpftczprcome	363	4	Pei	Pei	NNP
work_zbpzx43flfaifddpftczprcome	363	5	J	J	NNP
work_zbpzx43flfaifddpftczprcome	363	6	,	,	,
work_zbpzx43flfaifddpftczprcome	363	7	Kifer	Kifer	NNP
work_zbpzx43flfaifddpftczprcome	363	8	D	D	NNP
work_zbpzx43flfaifddpftczprcome	363	9	,	,	,
work_zbpzx43flfaifddpftczprcome	363	10	Mitra	Mitra	NNP
work_zbpzx43flfaifddpftczprcome	363	11	P	P	NNP
work_zbpzx43flfaifddpftczprcome	363	12	,	,	,
work_zbpzx43flfaifddpftczprcome	363	13	Giles	Giles	NNP
work_zbpzx43flfaifddpftczprcome	363	14	L.	L.	NNP
work_zbpzx43flfaifddpftczprcome	363	15	2010	2010	CD
work_zbpzx43flfaifddpftczprcome	363	16	.	.	.
work_zbpzx43flfaifddpftczprcome	364	1	Context	context	NN
work_zbpzx43flfaifddpftczprcome	364	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	364	3	aware	aware	JJ
work_zbpzx43flfaifddpftczprcome	364	4	citation	citation	NN
work_zbpzx43flfaifddpftczprcome	364	5	recommendation	recommendation	NN
work_zbpzx43flfaifddpftczprcome	364	6	.	.	.
work_zbpzx43flfaifddpftczprcome	365	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	365	2	:	:	:
work_zbpzx43flfaifddpftczprcome	365	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	365	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	365	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	365	6	19th	19th	JJ
work_zbpzx43flfaifddpftczprcome	365	7	International	International	NNP
work_zbpzx43flfaifddpftczprcome	365	8	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	365	9	on	on	IN
work_zbpzx43flfaifddpftczprcome	365	10	World	World	NNP
work_zbpzx43flfaifddpftczprcome	365	11	Wide	Wide	NNP
work_zbpzx43flfaifddpftczprcome	365	12	Web	Web	NNP
work_zbpzx43flfaifddpftczprcome	365	13	,	,	,
work_zbpzx43flfaifddpftczprcome	365	14	WWW	WWW	NNP
work_zbpzx43flfaifddpftczprcome	365	15	’	'	''
work_zbpzx43flfaifddpftczprcome	365	16	10	10	CD
work_zbpzx43flfaifddpftczprcome	365	17	,	,	,
work_zbpzx43flfaifddpftczprcome	365	18	New	New	NNP
work_zbpzx43flfaifddpftczprcome	365	19	York	York	NNP
work_zbpzx43flfaifddpftczprcome	365	20	:	:	:
work_zbpzx43flfaifddpftczprcome	365	21	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	365	22	,	,	,
work_zbpzx43flfaifddpftczprcome	365	23	421–430	421–430	CD
work_zbpzx43flfaifddpftczprcome	365	24	.	.	.
work_zbpzx43flfaifddpftczprcome	366	1	Huang	Huang	NNP
work_zbpzx43flfaifddpftczprcome	366	2	X	X	NNP
work_zbpzx43flfaifddpftczprcome	366	3	,	,	,
work_zbpzx43flfaifddpftczprcome	366	4	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	366	5	J	J	NNP
work_zbpzx43flfaifddpftczprcome	366	6	,	,	,
work_zbpzx43flfaifddpftczprcome	366	7	Hu	Hu	NNP
work_zbpzx43flfaifddpftczprcome	366	8	X.	X.	NNP
work_zbpzx43flfaifddpftczprcome	367	1	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	367	2	.	.	.
work_zbpzx43flfaifddpftczprcome	368	1	Label	Label	NNP
work_zbpzx43flfaifddpftczprcome	368	2	informed	inform	VBD
work_zbpzx43flfaifddpftczprcome	368	3	attributed	attributed	JJ
work_zbpzx43flfaifddpftczprcome	368	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	368	5	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	368	6	.	.	.
work_zbpzx43flfaifddpftczprcome	369	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	369	2	:	:	:
work_zbpzx43flfaifddpftczprcome	369	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	369	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	369	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	369	6	Tenth	tenth	JJ
work_zbpzx43flfaifddpftczprcome	369	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	369	8	International	International	NNP
work_zbpzx43flfaifddpftczprcome	369	9	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	369	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	369	11	Web	Web	NNP
work_zbpzx43flfaifddpftczprcome	369	12	Search	Search	NNP
work_zbpzx43flfaifddpftczprcome	369	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	369	14	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	369	15	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	369	16	,	,	,
work_zbpzx43flfaifddpftczprcome	369	17	WSDM	WSDM	NNP
work_zbpzx43flfaifddpftczprcome	369	18	’	'	''
work_zbpzx43flfaifddpftczprcome	369	19	17	17	CD
work_zbpzx43flfaifddpftczprcome	369	20	,	,	,
work_zbpzx43flfaifddpftczprcome	369	21	New	New	NNP
work_zbpzx43flfaifddpftczprcome	369	22	York	York	NNP
work_zbpzx43flfaifddpftczprcome	369	23	:	:	:
work_zbpzx43flfaifddpftczprcome	369	24	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	369	25	,	,	,
work_zbpzx43flfaifddpftczprcome	369	26	731–739	731–739	CD
work_zbpzx43flfaifddpftczprcome	369	27	.	.	.
work_zbpzx43flfaifddpftczprcome	370	1	Kipf	Kipf	NNP
work_zbpzx43flfaifddpftczprcome	370	2	TN	TN	NNP
work_zbpzx43flfaifddpftczprcome	370	3	,	,	,
work_zbpzx43flfaifddpftczprcome	370	4	Welling	Welling	NNP
work_zbpzx43flfaifddpftczprcome	370	5	M.	M.	NNP
work_zbpzx43flfaifddpftczprcome	370	6	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	370	7	.	.	.
work_zbpzx43flfaifddpftczprcome	371	1	Variational	variational	JJ
work_zbpzx43flfaifddpftczprcome	371	2	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	371	3	auto	auto	NN
work_zbpzx43flfaifddpftczprcome	371	4	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	371	5	encoders	encoder	NNS
work_zbpzx43flfaifddpftczprcome	371	6	.	.	.
work_zbpzx43flfaifddpftczprcome	372	1	arXiv	arXiv	NNP
work_zbpzx43flfaifddpftczprcome	372	2	preprint	preprint	NN
work_zbpzx43flfaifddpftczprcome	372	3	arXiv:1611.07308	arxiv:1611.07308	NN
work_zbpzx43flfaifddpftczprcome	372	4	.	.	.
work_zbpzx43flfaifddpftczprcome	373	1	Kong	Kong	NNP
work_zbpzx43flfaifddpftczprcome	373	2	X	X	NNP
work_zbpzx43flfaifddpftczprcome	373	3	,	,	,
work_zbpzx43flfaifddpftczprcome	373	4	Mao	Mao	NNP
work_zbpzx43flfaifddpftczprcome	373	5	M	M	NNP
work_zbpzx43flfaifddpftczprcome	373	6	,	,	,
work_zbpzx43flfaifddpftczprcome	373	7	Wang	Wang	NNP
work_zbpzx43flfaifddpftczprcome	373	8	W	W	NNP
work_zbpzx43flfaifddpftczprcome	373	9	,	,	,
work_zbpzx43flfaifddpftczprcome	373	10	Liu	Liu	NNP
work_zbpzx43flfaifddpftczprcome	373	11	J	J	NNP
work_zbpzx43flfaifddpftczprcome	373	12	,	,	,
work_zbpzx43flfaifddpftczprcome	373	13	Xu	Xu	NNP
work_zbpzx43flfaifddpftczprcome	373	14	B.	B.	NNP
work_zbpzx43flfaifddpftczprcome	374	1	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	374	2	.	.	.
work_zbpzx43flfaifddpftczprcome	375	1	Voprec	voprec	NN
work_zbpzx43flfaifddpftczprcome	375	2	:	:	:
work_zbpzx43flfaifddpftczprcome	375	3	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	375	4	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	375	5	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	375	6	of	of	IN
work_zbpzx43flfaifddpftczprcome	375	7	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	375	8	with	with	IN
work_zbpzx43flfaifddpftczprcome	375	9	text	text	NN
work_zbpzx43flfaifddpftczprcome	375	10	information	information	NN
work_zbpzx43flfaifddpftczprcome	375	11	and	and	CC
work_zbpzx43flfaifddpftczprcome	375	12	structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	375	13	identity	identity	NN
work_zbpzx43flfaifddpftczprcome	375	14	for	for	IN
work_zbpzx43flfaifddpftczprcome	375	15	recommendation	recommendation	NN
work_zbpzx43flfaifddpftczprcome	375	16	.	.	.
work_zbpzx43flfaifddpftczprcome	376	1	Epub	Epub	NNS
work_zbpzx43flfaifddpftczprcome	376	2	ahead	ahead	RB
work_zbpzx43flfaifddpftczprcome	376	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	376	4	print	print	NN
work_zbpzx43flfaifddpftczprcome	376	5	26	26	CD
work_zbpzx43flfaifddpftczprcome	376	6	April	April	NNP
work_zbpzx43flfaifddpftczprcome	376	7	2018	2018	CD
work_zbpzx43flfaifddpftczprcome	376	8	.	.	.
work_zbpzx43flfaifddpftczprcome	377	1	IEEE	IEEE	NNP
work_zbpzx43flfaifddpftczprcome	377	2	Transactions	transaction	NNS
work_zbpzx43flfaifddpftczprcome	377	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	377	4	Emerging	emerge	VBG
work_zbpzx43flfaifddpftczprcome	377	5	Topics	Topics	NNPS
work_zbpzx43flfaifddpftczprcome	377	6	in	in	IN
work_zbpzx43flfaifddpftczprcome	377	7	Computing	Computing	NNP
work_zbpzx43flfaifddpftczprcome	377	8	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	377	9	10.1109	10.1109	CD
work_zbpzx43flfaifddpftczprcome	377	10	/	/	SYM
work_zbpzx43flfaifddpftczprcome	377	11	tetc.2018.2830698	tetc.2018.2830698	CD
work_zbpzx43flfaifddpftczprcome	377	12	.	.	.
work_zbpzx43flfaifddpftczprcome	378	1	Kossinets	Kossinets	NNP
work_zbpzx43flfaifddpftczprcome	378	2	G	G	NNP
work_zbpzx43flfaifddpftczprcome	378	3	,	,	,
work_zbpzx43flfaifddpftczprcome	378	4	Watts	Watts	NNP
work_zbpzx43flfaifddpftczprcome	378	5	DJ	DJ	NNP
work_zbpzx43flfaifddpftczprcome	378	6	.	.	.
work_zbpzx43flfaifddpftczprcome	379	1	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	379	2	.	.	.
work_zbpzx43flfaifddpftczprcome	380	1	Origins	origin	NNS
work_zbpzx43flfaifddpftczprcome	380	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	380	3	homophily	homophily	RB
work_zbpzx43flfaifddpftczprcome	380	4	in	in	IN
work_zbpzx43flfaifddpftczprcome	380	5	an	an	DT
work_zbpzx43flfaifddpftczprcome	380	6	evolving	evolve	VBG
work_zbpzx43flfaifddpftczprcome	380	7	social	social	JJ
work_zbpzx43flfaifddpftczprcome	380	8	network	network	NN
work_zbpzx43flfaifddpftczprcome	380	9	.	.	.
work_zbpzx43flfaifddpftczprcome	381	1	American	American	NNP
work_zbpzx43flfaifddpftczprcome	381	2	Journal	Journal	NNP
work_zbpzx43flfaifddpftczprcome	381	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	381	4	Sociology	Sociology	NNP
work_zbpzx43flfaifddpftczprcome	381	5	115(2):405–450	115(2):405–450	CD
work_zbpzx43flfaifddpftczprcome	381	6	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	381	7	10.1086/599247	10.1086/599247	NNPS
work_zbpzx43flfaifddpftczprcome	381	8	.	.	.
work_zbpzx43flfaifddpftczprcome	382	1	Le	Le	NNP
work_zbpzx43flfaifddpftczprcome	382	2	Q	Q	NNP
work_zbpzx43flfaifddpftczprcome	382	3	,	,	,
work_zbpzx43flfaifddpftczprcome	382	4	Mikolov	Mikolov	NNP
work_zbpzx43flfaifddpftczprcome	382	5	T.	T.	NNP
work_zbpzx43flfaifddpftczprcome	382	6	2014	2014	CD
work_zbpzx43flfaifddpftczprcome	382	7	.	.	.
work_zbpzx43flfaifddpftczprcome	383	1	Distributed	distribute	VBN
work_zbpzx43flfaifddpftczprcome	383	2	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	383	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	383	4	sentences	sentence	NNS
work_zbpzx43flfaifddpftczprcome	383	5	and	and	CC
work_zbpzx43flfaifddpftczprcome	383	6	documents	document	NNS
work_zbpzx43flfaifddpftczprcome	383	7	.	.	.
work_zbpzx43flfaifddpftczprcome	384	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	384	2	:	:	:
work_zbpzx43flfaifddpftczprcome	384	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	384	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	384	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	384	6	31st	31st	JJ
work_zbpzx43flfaifddpftczprcome	384	7	International	International	NNP
work_zbpzx43flfaifddpftczprcome	384	8	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	384	9	on	on	IN
work_zbpzx43flfaifddpftczprcome	384	10	Machine	Machine	NNP
work_zbpzx43flfaifddpftczprcome	384	11	Learning	Learning	NNP
work_zbpzx43flfaifddpftczprcome	384	12	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	384	13	ICML-14	ICML-14	,
work_zbpzx43flfaifddpftczprcome	384	14	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	384	15	,	,	,
work_zbpzx43flfaifddpftczprcome	384	16	Cambridge	Cambridge	NNP
work_zbpzx43flfaifddpftczprcome	384	17	:	:	:
work_zbpzx43flfaifddpftczprcome	384	18	MIT	MIT	NNP
work_zbpzx43flfaifddpftczprcome	384	19	Press	Press	NNP
work_zbpzx43flfaifddpftczprcome	384	20	,	,	,
work_zbpzx43flfaifddpftczprcome	384	21	1188–1196	1188–1196	CD
work_zbpzx43flfaifddpftczprcome	384	22	.	.	.
work_zbpzx43flfaifddpftczprcome	385	1	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	385	2	X	X	NNP
work_zbpzx43flfaifddpftczprcome	385	3	,	,	,
work_zbpzx43flfaifddpftczprcome	385	4	Chen	Chen	NNP
work_zbpzx43flfaifddpftczprcome	385	5	H.	H.	NNP
work_zbpzx43flfaifddpftczprcome	385	6	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	385	7	.	.	.
work_zbpzx43flfaifddpftczprcome	386	1	Recommendation	recommendation	NN
work_zbpzx43flfaifddpftczprcome	386	2	as	as	IN
work_zbpzx43flfaifddpftczprcome	386	3	link	link	NN
work_zbpzx43flfaifddpftczprcome	386	4	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	386	5	:	:	:
work_zbpzx43flfaifddpftczprcome	386	6	a	a	DT
work_zbpzx43flfaifddpftczprcome	386	7	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	386	8	kernel	kernel	NN
work_zbpzx43flfaifddpftczprcome	386	9	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	386	10	based	base	VBN
work_zbpzx43flfaifddpftczprcome	386	11	machine	machine	NN
work_zbpzx43flfaifddpftczprcome	386	12	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	386	13	approach	approach	NN
work_zbpzx43flfaifddpftczprcome	386	14	.	.	.
work_zbpzx43flfaifddpftczprcome	387	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	387	2	:	:	:
work_zbpzx43flfaifddpftczprcome	387	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	387	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	387	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	387	6	9th	9th	JJ
work_zbpzx43flfaifddpftczprcome	387	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	387	8	/	/	SYM
work_zbpzx43flfaifddpftczprcome	387	9	IEEE	IEEE	NNP
work_zbpzx43flfaifddpftczprcome	387	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	387	11	CS	CS	NNP
work_zbpzx43flfaifddpftczprcome	387	12	Joint	Joint	NNP
work_zbpzx43flfaifddpftczprcome	387	13	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	387	14	on	on	IN
work_zbpzx43flfaifddpftczprcome	387	15	Digital	Digital	NNP
work_zbpzx43flfaifddpftczprcome	387	16	Libraries	Libraries	NNPS
work_zbpzx43flfaifddpftczprcome	387	17	,	,	,
work_zbpzx43flfaifddpftczprcome	387	18	JCDL	JCDL	NNP
work_zbpzx43flfaifddpftczprcome	387	19	’	'	''
work_zbpzx43flfaifddpftczprcome	387	20	09	09	CD
work_zbpzx43flfaifddpftczprcome	387	21	.	.	.
work_zbpzx43flfaifddpftczprcome	388	1	New	New	NNP
work_zbpzx43flfaifddpftczprcome	388	2	York	York	NNP
work_zbpzx43flfaifddpftczprcome	388	3	:	:	:
work_zbpzx43flfaifddpftczprcome	388	4	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	388	5	,	,	,
work_zbpzx43flfaifddpftczprcome	388	6	213–216	213–216	CD
work_zbpzx43flfaifddpftczprcome	388	7	.	.	.
work_zbpzx43flfaifddpftczprcome	389	1	Liang	Liang	NNP
work_zbpzx43flfaifddpftczprcome	389	2	Y	Y	NNP
work_zbpzx43flfaifddpftczprcome	389	3	,	,	,
work_zbpzx43flfaifddpftczprcome	389	4	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	389	5	Q	Q	NNP
work_zbpzx43flfaifddpftczprcome	389	6	,	,	,
work_zbpzx43flfaifddpftczprcome	389	7	Qian	Qian	NNP
work_zbpzx43flfaifddpftczprcome	389	8	T.	T.	NNP
work_zbpzx43flfaifddpftczprcome	389	9	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	389	10	.	.	.
work_zbpzx43flfaifddpftczprcome	390	1	Finding	find	VBG
work_zbpzx43flfaifddpftczprcome	390	2	relevant	relevant	JJ
work_zbpzx43flfaifddpftczprcome	390	3	papers	paper	NNS
work_zbpzx43flfaifddpftczprcome	390	4	based	base	VBN
work_zbpzx43flfaifddpftczprcome	390	5	on	on	IN
work_zbpzx43flfaifddpftczprcome	390	6	citation	citation	NN
work_zbpzx43flfaifddpftczprcome	390	7	relations	relation	NNS
work_zbpzx43flfaifddpftczprcome	390	8	.	.	.
work_zbpzx43flfaifddpftczprcome	391	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	391	2	:	:	:
work_zbpzx43flfaifddpftczprcome	391	3	International	International	NNP
work_zbpzx43flfaifddpftczprcome	391	4	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	391	5	on	on	IN
work_zbpzx43flfaifddpftczprcome	391	6	Web	Web	NNP
work_zbpzx43flfaifddpftczprcome	391	7	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	391	8	Age	Age	NNP
work_zbpzx43flfaifddpftczprcome	391	9	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	391	10	Management	Management	NNP
work_zbpzx43flfaifddpftczprcome	391	11	,	,	,
work_zbpzx43flfaifddpftczprcome	391	12	Berlin	Berlin	NNP
work_zbpzx43flfaifddpftczprcome	391	13	:	:	:
work_zbpzx43flfaifddpftczprcome	391	14	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	391	15	,	,	,
work_zbpzx43flfaifddpftczprcome	391	16	403–414	403–414	CD
work_zbpzx43flfaifddpftczprcome	391	17	.	.	.
work_zbpzx43flfaifddpftczprcome	392	1	Liao	Liao	NNP
work_zbpzx43flfaifddpftczprcome	392	2	L	L	NNP
work_zbpzx43flfaifddpftczprcome	392	3	,	,	,
work_zbpzx43flfaifddpftczprcome	392	4	He	He	NNP
work_zbpzx43flfaifddpftczprcome	392	5	X	X	NNP
work_zbpzx43flfaifddpftczprcome	392	6	,	,	,
work_zbpzx43flfaifddpftczprcome	392	7	Zhang	Zhang	NNP
work_zbpzx43flfaifddpftczprcome	392	8	H	H	NNP
work_zbpzx43flfaifddpftczprcome	392	9	,	,	,
work_zbpzx43flfaifddpftczprcome	392	10	Chua	Chua	NNP
work_zbpzx43flfaifddpftczprcome	392	11	T	T	NNP
work_zbpzx43flfaifddpftczprcome	392	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	392	13	S.	S.	NNP
work_zbpzx43flfaifddpftczprcome	392	14	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	392	15	.	.	.
work_zbpzx43flfaifddpftczprcome	393	1	Attributed	attribute	VBN
work_zbpzx43flfaifddpftczprcome	393	2	social	social	JJ
work_zbpzx43flfaifddpftczprcome	393	3	network	network	NN
work_zbpzx43flfaifddpftczprcome	393	4	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	393	5	.	.	.
work_zbpzx43flfaifddpftczprcome	394	1	arXiv	arXiv	NNP
work_zbpzx43flfaifddpftczprcome	394	2	preprint	preprint	NN
work_zbpzx43flfaifddpftczprcome	394	3	arXiv:1705.04969	arXiv:1705.04969	NNP
work_zbpzx43flfaifddpftczprcome	394	4	.	.	.
work_zbpzx43flfaifddpftczprcome	395	1	Liben	Liben	NNP
work_zbpzx43flfaifddpftczprcome	395	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	395	3	Nowell	Nowell	NNP
work_zbpzx43flfaifddpftczprcome	395	4	D	D	NNP
work_zbpzx43flfaifddpftczprcome	395	5	,	,	,
work_zbpzx43flfaifddpftczprcome	395	6	Kleinberg	Kleinberg	NNP
work_zbpzx43flfaifddpftczprcome	395	7	J.	J.	NNP
work_zbpzx43flfaifddpftczprcome	396	1	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	396	2	.	.	.
work_zbpzx43flfaifddpftczprcome	397	1	The	the	DT
work_zbpzx43flfaifddpftczprcome	397	2	link	link	NN
work_zbpzx43flfaifddpftczprcome	397	3	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	397	4	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	397	5	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	397	6	for	for	IN
work_zbpzx43flfaifddpftczprcome	397	7	social	social	JJ
work_zbpzx43flfaifddpftczprcome	397	8	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	397	9	.	.	.
work_zbpzx43flfaifddpftczprcome	398	1	Journal	Journal	NNP
work_zbpzx43flfaifddpftczprcome	398	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	398	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	398	4	Association	Association	NNP
work_zbpzx43flfaifddpftczprcome	398	5	for	for	IN
work_zbpzx43flfaifddpftczprcome	398	6	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	398	7	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	398	8	and	and	CC
work_zbpzx43flfaifddpftczprcome	398	9	Technology	Technology	NNP
work_zbpzx43flfaifddpftczprcome	398	10	58(7):1019–1031	58(7):1019–1031	CD
work_zbpzx43flfaifddpftczprcome	398	11	.	.	.
work_zbpzx43flfaifddpftczprcome	399	1	Liu	Liu	NNP
work_zbpzx43flfaifddpftczprcome	399	2	Y	Y	NNP
work_zbpzx43flfaifddpftczprcome	399	3	,	,	,
work_zbpzx43flfaifddpftczprcome	399	4	Kou	Kou	NNP
work_zbpzx43flfaifddpftczprcome	399	5	Z.	Z.	NNP
work_zbpzx43flfaifddpftczprcome	400	1	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	400	2	.	.	.
work_zbpzx43flfaifddpftczprcome	401	1	Predicting	predict	VBG
work_zbpzx43flfaifddpftczprcome	401	2	who	who	WP
work_zbpzx43flfaifddpftczprcome	401	3	rated	rate	VBD
work_zbpzx43flfaifddpftczprcome	401	4	what	what	WP
work_zbpzx43flfaifddpftczprcome	401	5	in	in	IN
work_zbpzx43flfaifddpftczprcome	401	6	large	large	JJ
work_zbpzx43flfaifddpftczprcome	401	7	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	401	8	scale	scale	NN
work_zbpzx43flfaifddpftczprcome	401	9	datasets	dataset	NNS
work_zbpzx43flfaifddpftczprcome	401	10	.	.	.
work_zbpzx43flfaifddpftczprcome	402	1	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	402	2	SIGKDD	SIGKDD	NNP
work_zbpzx43flfaifddpftczprcome	402	3	Explorations	Explorations	NNPS
work_zbpzx43flfaifddpftczprcome	402	4	Newsletter	Newsletter	NNP
work_zbpzx43flfaifddpftczprcome	402	5	9(2):62–65	9(2):62–65	CD
work_zbpzx43flfaifddpftczprcome	402	6	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	402	7	10.1145/1345448.1345462	10.1145/1345448.1345462	NNS
work_zbpzx43flfaifddpftczprcome	402	8	.	.	.
work_zbpzx43flfaifddpftczprcome	403	1	Lü	Lü	NNP
work_zbpzx43flfaifddpftczprcome	403	2	L	L	NNP
work_zbpzx43flfaifddpftczprcome	403	3	,	,	,
work_zbpzx43flfaifddpftczprcome	403	4	Zhou	Zhou	NNP
work_zbpzx43flfaifddpftczprcome	403	5	T.	t.	NN
work_zbpzx43flfaifddpftczprcome	403	6	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	403	7	.	.	.
work_zbpzx43flfaifddpftczprcome	404	1	Link	link	VB
work_zbpzx43flfaifddpftczprcome	404	2	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	404	3	in	in	IN
work_zbpzx43flfaifddpftczprcome	404	4	complex	complex	JJ
work_zbpzx43flfaifddpftczprcome	404	5	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	404	6	:	:	:
work_zbpzx43flfaifddpftczprcome	404	7	a	a	DT
work_zbpzx43flfaifddpftczprcome	404	8	survey	survey	NN
work_zbpzx43flfaifddpftczprcome	404	9	.	.	.
work_zbpzx43flfaifddpftczprcome	405	1	Physica	Physica	NNP
work_zbpzx43flfaifddpftczprcome	405	2	A	A	NNP
work_zbpzx43flfaifddpftczprcome	405	3	:	:	:
work_zbpzx43flfaifddpftczprcome	405	4	Statistical	Statistical	NNP
work_zbpzx43flfaifddpftczprcome	405	5	Mechanics	Mechanics	NNPS
work_zbpzx43flfaifddpftczprcome	405	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	405	7	its	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	405	8	Applications	Applications	NNPS
work_zbpzx43flfaifddpftczprcome	405	9	390(6):1150–1170	390(6):1150–1170	CD
work_zbpzx43flfaifddpftczprcome	405	10	.	.	.
work_zbpzx43flfaifddpftczprcome	406	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	406	2	I	I	NNP
work_zbpzx43flfaifddpftczprcome	406	3	,	,	,
work_zbpzx43flfaifddpftczprcome	406	4	Bulanov	Bulanov	NNP
work_zbpzx43flfaifddpftczprcome	406	5	O	O	NNP
work_zbpzx43flfaifddpftczprcome	406	6	,	,	,
work_zbpzx43flfaifddpftczprcome	406	7	Gerasimova	Gerasimova	NNP
work_zbpzx43flfaifddpftczprcome	406	8	O	O	NNP
work_zbpzx43flfaifddpftczprcome	406	9	,	,	,
work_zbpzx43flfaifddpftczprcome	406	10	Meshcheryakova	Meshcheryakova	NNP
work_zbpzx43flfaifddpftczprcome	406	11	N	N	NNP
work_zbpzx43flfaifddpftczprcome	406	12	,	,	,
work_zbpzx43flfaifddpftczprcome	406	13	Karpov	Karpov	NNP
work_zbpzx43flfaifddpftczprcome	406	14	I	I	NNP
work_zbpzx43flfaifddpftczprcome	406	15	,	,	,
work_zbpzx43flfaifddpftczprcome	406	16	Zhukov	Zhukov	NNP
work_zbpzx43flfaifddpftczprcome	406	17	LE	LE	NNP
work_zbpzx43flfaifddpftczprcome	406	18	.	.	.
work_zbpzx43flfaifddpftczprcome	407	1	2018a	2018a	CD
work_zbpzx43flfaifddpftczprcome	407	2	.	.	.
work_zbpzx43flfaifddpftczprcome	408	1	Scientific	scientific	JJ
work_zbpzx43flfaifddpftczprcome	408	2	matchmaker	matchmaker	NN
work_zbpzx43flfaifddpftczprcome	408	3	:	:	:
work_zbpzx43flfaifddpftczprcome	408	4	collaborator	collaborator	NN
work_zbpzx43flfaifddpftczprcome	408	5	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	408	6	system	system	NN
work_zbpzx43flfaifddpftczprcome	408	7	.	.	.
work_zbpzx43flfaifddpftczprcome	409	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	409	2	:	:	:
work_zbpzx43flfaifddpftczprcome	409	3	Analysis	Analysis	NNP
work_zbpzx43flfaifddpftczprcome	409	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	409	5	Images	Images	NNPS
work_zbpzx43flfaifddpftczprcome	409	6	,	,	,
work_zbpzx43flfaifddpftczprcome	409	7	Social	Social	NNP
work_zbpzx43flfaifddpftczprcome	409	8	Networks	Networks	NNPS
work_zbpzx43flfaifddpftczprcome	409	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	409	10	Texts	Texts	NNP
work_zbpzx43flfaifddpftczprcome	409	11	,	,	,
work_zbpzx43flfaifddpftczprcome	409	12	Cham	Cham	NNP
work_zbpzx43flfaifddpftczprcome	409	13	:	:	:
work_zbpzx43flfaifddpftczprcome	409	14	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	409	15	International	International	NNP
work_zbpzx43flfaifddpftczprcome	409	16	Publishing	Publishing	NNP
work_zbpzx43flfaifddpftczprcome	409	17	,	,	,
work_zbpzx43flfaifddpftczprcome	409	18	404–410	404–410	CD
work_zbpzx43flfaifddpftczprcome	409	19	.	.	.
work_zbpzx43flfaifddpftczprcome	410	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	410	2	I	I	NNP
work_zbpzx43flfaifddpftczprcome	410	3	,	,	,
work_zbpzx43flfaifddpftczprcome	410	4	Bulanov	Bulanov	NNP
work_zbpzx43flfaifddpftczprcome	410	5	O	O	NNP
work_zbpzx43flfaifddpftczprcome	410	6	,	,	,
work_zbpzx43flfaifddpftczprcome	410	7	Zhukov	Zhukov	NNP
work_zbpzx43flfaifddpftczprcome	410	8	L.	L.	NNP
work_zbpzx43flfaifddpftczprcome	410	9	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	410	10	.	.	.
work_zbpzx43flfaifddpftczprcome	411	1	Co	co	NN
work_zbpzx43flfaifddpftczprcome	411	2	-	-	NN
work_zbpzx43flfaifddpftczprcome	411	3	author	author	NN
work_zbpzx43flfaifddpftczprcome	411	4	recommender	recommender	NN
work_zbpzx43flfaifddpftczprcome	411	5	system	system	NN
work_zbpzx43flfaifddpftczprcome	411	6	.	.	.
work_zbpzx43flfaifddpftczprcome	412	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	412	2	:	:	:
work_zbpzx43flfaifddpftczprcome	412	3	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	412	4	Proceedings	Proceedings	NNPS
work_zbpzx43flfaifddpftczprcome	412	5	in	in	IN
work_zbpzx43flfaifddpftczprcome	412	6	Mathematics	Mathematics	NNP
work_zbpzx43flfaifddpftczprcome	412	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	412	8	Statistic	Statistic	NNP
work_zbpzx43flfaifddpftczprcome	412	9	,	,	,
work_zbpzx43flfaifddpftczprcome	412	10	Berlin	Berlin	NNP
work_zbpzx43flfaifddpftczprcome	412	11	:	:	:
work_zbpzx43flfaifddpftczprcome	412	12	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	412	13	,	,	,
work_zbpzx43flfaifddpftczprcome	412	14	1–6	1–6	CD
work_zbpzx43flfaifddpftczprcome	412	15	.	.	.
work_zbpzx43flfaifddpftczprcome	413	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	413	2	I	I	NNP
work_zbpzx43flfaifddpftczprcome	413	3	,	,	,
work_zbpzx43flfaifddpftczprcome	413	4	Gerasimova	Gerasimova	NNP
work_zbpzx43flfaifddpftczprcome	413	5	O	O	NNP
work_zbpzx43flfaifddpftczprcome	413	6	,	,	,
work_zbpzx43flfaifddpftczprcome	413	7	Sulimov	Sulimov	NNP
work_zbpzx43flfaifddpftczprcome	413	8	P	P	NNP
work_zbpzx43flfaifddpftczprcome	413	9	,	,	,
work_zbpzx43flfaifddpftczprcome	413	10	Korovina	Korovina	NNP
work_zbpzx43flfaifddpftczprcome	413	11	K	K	NNP
work_zbpzx43flfaifddpftczprcome	413	12	,	,	,
work_zbpzx43flfaifddpftczprcome	413	13	Zhukov	Zhukov	NNP
work_zbpzx43flfaifddpftczprcome	413	14	L.	L.	NNP
work_zbpzx43flfaifddpftczprcome	413	15	2019a	2019a	NNS
work_zbpzx43flfaifddpftczprcome	413	16	.	.	.
work_zbpzx43flfaifddpftczprcome	414	1	Joint	joint	JJ
work_zbpzx43flfaifddpftczprcome	414	2	node	node	JJ
work_zbpzx43flfaifddpftczprcome	414	3	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	414	4	edge	edge	NN
work_zbpzx43flfaifddpftczprcome	414	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	414	6	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	414	7	for	for	IN
work_zbpzx43flfaifddpftczprcome	414	8	link	link	NN
work_zbpzx43flfaifddpftczprcome	414	9	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	414	10	.	.	.
work_zbpzx43flfaifddpftczprcome	415	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	415	2	:	:	:
work_zbpzx43flfaifddpftczprcome	415	3	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	415	4	Proceedings	Proceedings	NNPS
work_zbpzx43flfaifddpftczprcome	415	5	in	in	IN
work_zbpzx43flfaifddpftczprcome	415	6	Mathematics	Mathematics	NNP
work_zbpzx43flfaifddpftczprcome	415	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	415	8	Statistic	Statistic	NNP
work_zbpzx43flfaifddpftczprcome	415	9	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	415	10	to	to	TO
work_zbpzx43flfaifddpftczprcome	415	11	appear	appear	VB
work_zbpzx43flfaifddpftczprcome	415	12	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	415	13	,	,	,
work_zbpzx43flfaifddpftczprcome	415	14	Berlin	Berlin	NNP
work_zbpzx43flfaifddpftczprcome	415	15	:	:	:
work_zbpzx43flfaifddpftczprcome	415	16	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	415	17	,	,	,
work_zbpzx43flfaifddpftczprcome	415	18	1–12	1–12	NNP
work_zbpzx43flfaifddpftczprcome	415	19	.	.	.
work_zbpzx43flfaifddpftczprcome	416	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	416	2	et	et	NNP
work_zbpzx43flfaifddpftczprcome	416	3	al	al	NNP
work_zbpzx43flfaifddpftczprcome	416	4	.	.	.
work_zbpzx43flfaifddpftczprcome	417	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	417	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	417	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	417	4	,	,	,
work_zbpzx43flfaifddpftczprcome	417	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	417	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	417	7	.	.	.
work_zbpzx43flfaifddpftczprcome	418	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	418	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	418	3	,	,	,
work_zbpzx43flfaifddpftczprcome	418	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	418	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	418	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	418	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	418	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	418	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	418	10	18/20	18/20	CD
work_zbpzx43flfaifddpftczprcome	418	11	http://dx.doi.org/10.1016/j.knosys.2018.03.022	http://dx.doi.org/10.1016/j.knosys.2018.03.022	VBD
work_zbpzx43flfaifddpftczprcome	418	12	http://dx.doi.org/10.1109/tetc.2018.2830698	http://dx.doi.org/10.1109/tetc.2018.2830698	NNP
work_zbpzx43flfaifddpftczprcome	418	13	http://dx.doi.org/10.1086/599247	http://dx.doi.org/10.1086/599247	XX
work_zbpzx43flfaifddpftczprcome	418	14	http://dx.doi.org/10.1145/1345448.1345462	http://dx.doi.org/10.1145/1345448.1345462	NNP
work_zbpzx43flfaifddpftczprcome	418	15	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	418	16	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNP
work_zbpzx43flfaifddpftczprcome	418	17	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	418	18	I	I	NNP
work_zbpzx43flfaifddpftczprcome	418	19	,	,	,
work_zbpzx43flfaifddpftczprcome	418	20	Gerasimova	Gerasimova	NNP
work_zbpzx43flfaifddpftczprcome	418	21	O	O	NNP
work_zbpzx43flfaifddpftczprcome	418	22	,	,	,
work_zbpzx43flfaifddpftczprcome	418	23	Sulimov	Sulimov	NNP
work_zbpzx43flfaifddpftczprcome	418	24	P	P	NNP
work_zbpzx43flfaifddpftczprcome	418	25	,	,	,
work_zbpzx43flfaifddpftczprcome	418	26	Zhukov	Zhukov	NNP
work_zbpzx43flfaifddpftczprcome	418	27	L.	L.	NNP
work_zbpzx43flfaifddpftczprcome	418	28	2019b	2019b	CD
work_zbpzx43flfaifddpftczprcome	418	29	.	.	.
work_zbpzx43flfaifddpftczprcome	419	1	Co	co	NN
work_zbpzx43flfaifddpftczprcome	419	2	-	-	NN
work_zbpzx43flfaifddpftczprcome	419	3	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	419	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	419	5	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	419	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	419	7	recommending	recommend	VBG
work_zbpzx43flfaifddpftczprcome	419	8	collaborators	collaborator	NNS
work_zbpzx43flfaifddpftczprcome	419	9	via	via	IN
work_zbpzx43flfaifddpftczprcome	419	10	network	network	NN
work_zbpzx43flfaifddpftczprcome	419	11	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	419	12	.	.	.
work_zbpzx43flfaifddpftczprcome	420	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	420	2	:	:	:
work_zbpzx43flfaifddpftczprcome	420	3	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	420	4	Proceedings	Proceedings	NNPS
work_zbpzx43flfaifddpftczprcome	420	5	in	in	IN
work_zbpzx43flfaifddpftczprcome	420	6	Mathematics	Mathematics	NNP
work_zbpzx43flfaifddpftczprcome	420	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	420	8	Statistic	Statistic	NNP
work_zbpzx43flfaifddpftczprcome	420	9	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	420	10	to	to	TO
work_zbpzx43flfaifddpftczprcome	420	11	appear	appear	VB
work_zbpzx43flfaifddpftczprcome	420	12	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	420	13	,	,	,
work_zbpzx43flfaifddpftczprcome	420	14	Berlin	Berlin	NNP
work_zbpzx43flfaifddpftczprcome	420	15	:	:	:
work_zbpzx43flfaifddpftczprcome	420	16	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	420	17	,	,	,
work_zbpzx43flfaifddpftczprcome	420	18	1–6	1–6	CD
work_zbpzx43flfaifddpftczprcome	420	19	.	.	.
work_zbpzx43flfaifddpftczprcome	421	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	421	2	I	I	NNP
work_zbpzx43flfaifddpftczprcome	421	3	,	,	,
work_zbpzx43flfaifddpftczprcome	421	4	Gerasimova	Gerasimova	NNP
work_zbpzx43flfaifddpftczprcome	421	5	O	O	NNP
work_zbpzx43flfaifddpftczprcome	421	6	,	,	,
work_zbpzx43flfaifddpftczprcome	421	7	Sulimov	Sulimov	NNP
work_zbpzx43flfaifddpftczprcome	421	8	P	P	NNP
work_zbpzx43flfaifddpftczprcome	421	9	,	,	,
work_zbpzx43flfaifddpftczprcome	421	10	Zhukov	Zhukov	NNP
work_zbpzx43flfaifddpftczprcome	421	11	LE	LE	NNP
work_zbpzx43flfaifddpftczprcome	421	12	.	.	.
work_zbpzx43flfaifddpftczprcome	422	1	2018b	2018b	LS
work_zbpzx43flfaifddpftczprcome	422	2	.	.	.
work_zbpzx43flfaifddpftczprcome	423	1	Recommending	recommend	VBG
work_zbpzx43flfaifddpftczprcome	423	2	co	co	NN
work_zbpzx43flfaifddpftczprcome	423	3	-	-	NN
work_zbpzx43flfaifddpftczprcome	423	4	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	423	5	via	via	IN
work_zbpzx43flfaifddpftczprcome	423	6	network	network	NN
work_zbpzx43flfaifddpftczprcome	423	7	embeddings	embedding	NNS
work_zbpzx43flfaifddpftczprcome	423	8	and	and	CC
work_zbpzx43flfaifddpftczprcome	423	9	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	423	10	engineering	engineering	NN
work_zbpzx43flfaifddpftczprcome	423	11	:	:	:
work_zbpzx43flfaifddpftczprcome	423	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	423	13	case	case	NN
work_zbpzx43flfaifddpftczprcome	423	14	of	of	IN
work_zbpzx43flfaifddpftczprcome	423	15	national	national	NNP
work_zbpzx43flfaifddpftczprcome	423	16	research	research	NNP
work_zbpzx43flfaifddpftczprcome	423	17	university	university	NNP
work_zbpzx43flfaifddpftczprcome	423	18	higher	high	JJR
work_zbpzx43flfaifddpftczprcome	423	19	school	school	NNP
work_zbpzx43flfaifddpftczprcome	423	20	of	of	IN
work_zbpzx43flfaifddpftczprcome	423	21	economics	economic	NNS
work_zbpzx43flfaifddpftczprcome	423	22	.	.	.
work_zbpzx43flfaifddpftczprcome	424	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	424	2	:	:	:
work_zbpzx43flfaifddpftczprcome	424	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	424	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	424	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	424	6	18th	18th	JJ
work_zbpzx43flfaifddpftczprcome	424	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	424	8	/	/	,
work_zbpzx43flfaifddpftczprcome	424	9	IEEE	IEEE	NNP
work_zbpzx43flfaifddpftczprcome	424	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	424	11	Joint	Joint	NNP
work_zbpzx43flfaifddpftczprcome	424	12	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	424	13	on	on	IN
work_zbpzx43flfaifddpftczprcome	424	14	Digital	Digital	NNP
work_zbpzx43flfaifddpftczprcome	424	15	Libraries	Libraries	NNPS
work_zbpzx43flfaifddpftczprcome	424	16	.	.	.
work_zbpzx43flfaifddpftczprcome	425	1	New	New	NNP
work_zbpzx43flfaifddpftczprcome	425	2	York	York	NNP
work_zbpzx43flfaifddpftczprcome	425	3	:	:	:
work_zbpzx43flfaifddpftczprcome	425	4	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	425	5	,	,	,
work_zbpzx43flfaifddpftczprcome	425	6	365–366	365–366	CD
work_zbpzx43flfaifddpftczprcome	425	7	.	.	.
work_zbpzx43flfaifddpftczprcome	426	1	McPherson	McPherson	NNP
work_zbpzx43flfaifddpftczprcome	426	2	M	M	NNP
work_zbpzx43flfaifddpftczprcome	426	3	,	,	,
work_zbpzx43flfaifddpftczprcome	426	4	Smith	Smith	NNP
work_zbpzx43flfaifddpftczprcome	426	5	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	426	6	Lovin	Lovin	NNP
work_zbpzx43flfaifddpftczprcome	426	7	L	L	NNP
work_zbpzx43flfaifddpftczprcome	426	8	,	,	,
work_zbpzx43flfaifddpftczprcome	426	9	Cook	Cook	NNP
work_zbpzx43flfaifddpftczprcome	426	10	JM	JM	NNP
work_zbpzx43flfaifddpftczprcome	426	11	.	.	.
work_zbpzx43flfaifddpftczprcome	427	1	2001	2001	CD
work_zbpzx43flfaifddpftczprcome	427	2	.	.	.
work_zbpzx43flfaifddpftczprcome	428	1	Birds	bird	NNS
work_zbpzx43flfaifddpftczprcome	428	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	428	3	a	a	DT
work_zbpzx43flfaifddpftczprcome	428	4	feather	feather	NN
work_zbpzx43flfaifddpftczprcome	428	5	:	:	:
work_zbpzx43flfaifddpftczprcome	428	6	homophily	homophily	RB
work_zbpzx43flfaifddpftczprcome	428	7	in	in	IN
work_zbpzx43flfaifddpftczprcome	428	8	social	social	JJ
work_zbpzx43flfaifddpftczprcome	428	9	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	428	10	.	.	.
work_zbpzx43flfaifddpftczprcome	429	1	Annual	Annual	NNP
work_zbpzx43flfaifddpftczprcome	429	2	Review	Review	NNP
work_zbpzx43flfaifddpftczprcome	429	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	429	4	Sociology	Sociology	NNP
work_zbpzx43flfaifddpftczprcome	429	5	27(1):415–444	27(1):415–444	CD
work_zbpzx43flfaifddpftczprcome	429	6	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	429	7	10.1146	10.1146	CD
work_zbpzx43flfaifddpftczprcome	429	8	/	/	SYM
work_zbpzx43flfaifddpftczprcome	429	9	annurev.soc.27.1.415	annurev.soc.27.1.415	ADD
work_zbpzx43flfaifddpftczprcome	429	10	.	.	.
work_zbpzx43flfaifddpftczprcome	430	1	Mikolov	Mikolov	NNP
work_zbpzx43flfaifddpftczprcome	430	2	T	T	NNP
work_zbpzx43flfaifddpftczprcome	430	3	,	,	,
work_zbpzx43flfaifddpftczprcome	430	4	Sutskever	Sutskever	NNP
work_zbpzx43flfaifddpftczprcome	430	5	I	I	NNP
work_zbpzx43flfaifddpftczprcome	430	6	,	,	,
work_zbpzx43flfaifddpftczprcome	430	7	Chen	Chen	NNP
work_zbpzx43flfaifddpftczprcome	430	8	K	K	NNP
work_zbpzx43flfaifddpftczprcome	430	9	,	,	,
work_zbpzx43flfaifddpftczprcome	430	10	Corrado	Corrado	NNP
work_zbpzx43flfaifddpftczprcome	430	11	GS	GS	NNP
work_zbpzx43flfaifddpftczprcome	430	12	,	,	,
work_zbpzx43flfaifddpftczprcome	430	13	Dean	Dean	NNP
work_zbpzx43flfaifddpftczprcome	430	14	J.	J.	NNP
work_zbpzx43flfaifddpftczprcome	431	1	2013	2013	CD
work_zbpzx43flfaifddpftczprcome	431	2	.	.	.
work_zbpzx43flfaifddpftczprcome	432	1	Distributed	distribute	VBN
work_zbpzx43flfaifddpftczprcome	432	2	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	432	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	432	4	words	word	NNS
work_zbpzx43flfaifddpftczprcome	432	5	and	and	CC
work_zbpzx43flfaifddpftczprcome	432	6	phrases	phrase	NNS
work_zbpzx43flfaifddpftczprcome	432	7	and	and	CC
work_zbpzx43flfaifddpftczprcome	432	8	their	-PRON-	PRP$
work_zbpzx43flfaifddpftczprcome	432	9	compositionality	compositionality	NN
work_zbpzx43flfaifddpftczprcome	432	10	.	.	.
work_zbpzx43flfaifddpftczprcome	433	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	433	2	:	:	:
work_zbpzx43flfaifddpftczprcome	433	3	Advances	advance	NNS
work_zbpzx43flfaifddpftczprcome	433	4	in	in	IN
work_zbpzx43flfaifddpftczprcome	433	5	Neural	Neural	NNP
work_zbpzx43flfaifddpftczprcome	433	6	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	433	7	Processing	Processing	NNP
work_zbpzx43flfaifddpftczprcome	433	8	Systems	Systems	NNPS
work_zbpzx43flfaifddpftczprcome	433	9	,	,	,
work_zbpzx43flfaifddpftczprcome	433	10	3111–3119	3111–3119	CD
work_zbpzx43flfaifddpftczprcome	433	11	.	.	.
work_zbpzx43flfaifddpftczprcome	434	1	Available	available	JJ
work_zbpzx43flfaifddpftczprcome	434	2	at	at	IN
work_zbpzx43flfaifddpftczprcome	434	3	https://papers.nips.cc/paper/5021-distributed-representations-of-words-and-	https://papers.nips.cc/paper/5021-distributed-representations-of-words-and-	NNP
work_zbpzx43flfaifddpftczprcome	434	4	phrases-and-their-compositionality.pdf	phrases-and-their-compositionality.pdf	NNP
work_zbpzx43flfaifddpftczprcome	434	5	.	.	.
work_zbpzx43flfaifddpftczprcome	435	1	Morel	Morel	NNP
work_zbpzx43flfaifddpftczprcome	435	2	CM	CM	NNP
work_zbpzx43flfaifddpftczprcome	435	3	,	,	,
work_zbpzx43flfaifddpftczprcome	435	4	Serruya	Serruya	NNP
work_zbpzx43flfaifddpftczprcome	435	5	SJ	SJ	NNP
work_zbpzx43flfaifddpftczprcome	435	6	,	,	,
work_zbpzx43flfaifddpftczprcome	435	7	Penna	Penna	NNP
work_zbpzx43flfaifddpftczprcome	435	8	GO	GO	NNP
work_zbpzx43flfaifddpftczprcome	435	9	,	,	,
work_zbpzx43flfaifddpftczprcome	435	10	Guimarães	Guimarães	NNP
work_zbpzx43flfaifddpftczprcome	435	11	R.	R.	NNP
work_zbpzx43flfaifddpftczprcome	435	12	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	435	13	.	.	.
work_zbpzx43flfaifddpftczprcome	436	1	Co	co	NN
work_zbpzx43flfaifddpftczprcome	436	2	-	-	NN
work_zbpzx43flfaifddpftczprcome	436	3	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	436	4	network	network	NN
work_zbpzx43flfaifddpftczprcome	436	5	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	436	6	:	:	:
work_zbpzx43flfaifddpftczprcome	436	7	a	a	DT
work_zbpzx43flfaifddpftczprcome	436	8	powerful	powerful	JJ
work_zbpzx43flfaifddpftczprcome	436	9	tool	tool	NN
work_zbpzx43flfaifddpftczprcome	436	10	for	for	IN
work_zbpzx43flfaifddpftczprcome	436	11	strategic	strategic	JJ
work_zbpzx43flfaifddpftczprcome	436	12	planning	planning	NN
work_zbpzx43flfaifddpftczprcome	436	13	of	of	IN
work_zbpzx43flfaifddpftczprcome	436	14	research	research	NN
work_zbpzx43flfaifddpftczprcome	436	15	,	,	,
work_zbpzx43flfaifddpftczprcome	436	16	development	development	NN
work_zbpzx43flfaifddpftczprcome	436	17	and	and	CC
work_zbpzx43flfaifddpftczprcome	436	18	capacity	capacity	NN
work_zbpzx43flfaifddpftczprcome	436	19	building	building	NN
work_zbpzx43flfaifddpftczprcome	436	20	programs	program	NNS
work_zbpzx43flfaifddpftczprcome	436	21	on	on	IN
work_zbpzx43flfaifddpftczprcome	436	22	neglected	neglect	VBN
work_zbpzx43flfaifddpftczprcome	436	23	diseases	disease	NNS
work_zbpzx43flfaifddpftczprcome	436	24	.	.	.
work_zbpzx43flfaifddpftczprcome	437	1	PLOS	PLOS	NNP
work_zbpzx43flfaifddpftczprcome	437	2	Neglected	neglect	VBN
work_zbpzx43flfaifddpftczprcome	437	3	Tropical	Tropical	NNP
work_zbpzx43flfaifddpftczprcome	437	4	Diseases	Diseases	NNPS
work_zbpzx43flfaifddpftczprcome	437	5	3(8):e501	3(8):e501	CD
work_zbpzx43flfaifddpftczprcome	437	6	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	437	7	10.1371	10.1371	CD
work_zbpzx43flfaifddpftczprcome	437	8	/	/	SYM
work_zbpzx43flfaifddpftczprcome	437	9	journal.pntd.0000501	journal.pntd.0000501	NNP
work_zbpzx43flfaifddpftczprcome	437	10	.	.	.
work_zbpzx43flfaifddpftczprcome	438	1	National	National	NNP
work_zbpzx43flfaifddpftczprcome	438	2	Research	Research	NNP
work_zbpzx43flfaifddpftczprcome	438	3	University	University	NNP
work_zbpzx43flfaifddpftczprcome	438	4	Higher	Higher	NNP
work_zbpzx43flfaifddpftczprcome	438	5	School	School	NNP
work_zbpzx43flfaifddpftczprcome	438	6	of	of	IN
work_zbpzx43flfaifddpftczprcome	438	7	Economics	Economics	NNP
work_zbpzx43flfaifddpftczprcome	438	8	.	.	.
work_zbpzx43flfaifddpftczprcome	439	1	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	439	2	.	.	.
work_zbpzx43flfaifddpftczprcome	440	1	Publications	publication	NNS
work_zbpzx43flfaifddpftczprcome	440	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	440	3	HSE	HSE	NNP
work_zbpzx43flfaifddpftczprcome	440	4	.	.	.
work_zbpzx43flfaifddpftczprcome	441	1	Available	available	JJ
work_zbpzx43flfaifddpftczprcome	441	2	at	at	IN
work_zbpzx43flfaifddpftczprcome	441	3	http://publications.hse.ru/en	http://publications.hse.ru/en	CD
work_zbpzx43flfaifddpftczprcome	441	4	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	441	5	accessed	access	VBN
work_zbpzx43flfaifddpftczprcome	441	6	9	9	CD
work_zbpzx43flfaifddpftczprcome	441	7	May	May	NNP
work_zbpzx43flfaifddpftczprcome	441	8	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	441	9	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	441	10	.	.	.
work_zbpzx43flfaifddpftczprcome	442	1	Newman	Newman	NNP
work_zbpzx43flfaifddpftczprcome	442	2	MEJ	MEJ	NNP
work_zbpzx43flfaifddpftczprcome	442	3	.	.	.
work_zbpzx43flfaifddpftczprcome	443	1	2004a	2004a	CD
work_zbpzx43flfaifddpftczprcome	443	2	.	.	.
work_zbpzx43flfaifddpftczprcome	444	1	Coauthorship	coauthorship	NN
work_zbpzx43flfaifddpftczprcome	444	2	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	444	3	and	and	CC
work_zbpzx43flfaifddpftczprcome	444	4	patterns	pattern	NNS
work_zbpzx43flfaifddpftczprcome	444	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	444	6	scientific	scientific	JJ
work_zbpzx43flfaifddpftczprcome	444	7	collaboration	collaboration	NN
work_zbpzx43flfaifddpftczprcome	444	8	.	.	.
work_zbpzx43flfaifddpftczprcome	445	1	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	445	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	445	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	445	4	National	National	NNP
work_zbpzx43flfaifddpftczprcome	445	5	Academy	Academy	NNP
work_zbpzx43flfaifddpftczprcome	445	6	of	of	IN
work_zbpzx43flfaifddpftczprcome	445	7	Sciences	Sciences	NNPS
work_zbpzx43flfaifddpftczprcome	445	8	of	of	IN
work_zbpzx43flfaifddpftczprcome	445	9	the	the	DT
work_zbpzx43flfaifddpftczprcome	445	10	United	United	NNP
work_zbpzx43flfaifddpftczprcome	445	11	States	States	NNP
work_zbpzx43flfaifddpftczprcome	445	12	of	of	IN
work_zbpzx43flfaifddpftczprcome	445	13	America	America	NNP
work_zbpzx43flfaifddpftczprcome	445	14	101(suppl	101(suppl	CD
work_zbpzx43flfaifddpftczprcome	445	15	1):5200–5205	1):5200–5205	CD
work_zbpzx43flfaifddpftczprcome	445	16	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	445	17	10.1073	10.1073	CD
work_zbpzx43flfaifddpftczprcome	445	18	/	/	SYM
work_zbpzx43flfaifddpftczprcome	445	19	pnas.0307545100	pnas.0307545100	CD
work_zbpzx43flfaifddpftczprcome	445	20	.	.	.
work_zbpzx43flfaifddpftczprcome	446	1	Newman	newman	NN
work_zbpzx43flfaifddpftczprcome	446	2	ME	ME	NNP
work_zbpzx43flfaifddpftczprcome	446	3	.	.	.
work_zbpzx43flfaifddpftczprcome	447	1	2004b	2004b	CD
work_zbpzx43flfaifddpftczprcome	447	2	.	.	.
work_zbpzx43flfaifddpftczprcome	448	1	Who	who	WP
work_zbpzx43flfaifddpftczprcome	448	2	is	be	VBZ
work_zbpzx43flfaifddpftczprcome	448	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	448	4	best	good	JJS
work_zbpzx43flfaifddpftczprcome	448	5	connected	connected	JJ
work_zbpzx43flfaifddpftczprcome	448	6	scientist	scientist	NN
work_zbpzx43flfaifddpftczprcome	448	7	?	?	.
work_zbpzx43flfaifddpftczprcome	449	1	a	a	DT
work_zbpzx43flfaifddpftczprcome	449	2	study	study	NN
work_zbpzx43flfaifddpftczprcome	449	3	of	of	IN
work_zbpzx43flfaifddpftczprcome	449	4	scientific	scientific	JJ
work_zbpzx43flfaifddpftczprcome	449	5	coauthorship	coauthorship	NN
work_zbpzx43flfaifddpftczprcome	449	6	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	449	7	.	.	.
work_zbpzx43flfaifddpftczprcome	450	1	Complex	Complex	NNP
work_zbpzx43flfaifddpftczprcome	450	2	Networks	Networks	NNP
work_zbpzx43flfaifddpftczprcome	450	3	1:337–370	1:337–370	CD
work_zbpzx43flfaifddpftczprcome	450	4	.	.	.
work_zbpzx43flfaifddpftczprcome	451	1	Pan	Pan	NNP
work_zbpzx43flfaifddpftczprcome	451	2	S	S	NNP
work_zbpzx43flfaifddpftczprcome	451	3	,	,	,
work_zbpzx43flfaifddpftczprcome	451	4	Wu	Wu	NNP
work_zbpzx43flfaifddpftczprcome	451	5	J	J	NNP
work_zbpzx43flfaifddpftczprcome	451	6	,	,	,
work_zbpzx43flfaifddpftczprcome	451	7	Zhu	Zhu	NNP
work_zbpzx43flfaifddpftczprcome	451	8	X	X	NNP
work_zbpzx43flfaifddpftczprcome	451	9	,	,	,
work_zbpzx43flfaifddpftczprcome	451	10	Zhang	Zhang	NNP
work_zbpzx43flfaifddpftczprcome	451	11	C	C	NNP
work_zbpzx43flfaifddpftczprcome	451	12	,	,	,
work_zbpzx43flfaifddpftczprcome	451	13	Wang	Wang	NNP
work_zbpzx43flfaifddpftczprcome	451	14	Y.	Y.	NNP
work_zbpzx43flfaifddpftczprcome	452	1	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	452	2	.	.	.
work_zbpzx43flfaifddpftczprcome	453	1	Tri	Tri	NNP
work_zbpzx43flfaifddpftczprcome	453	2	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	453	3	party	party	NN
work_zbpzx43flfaifddpftczprcome	453	4	deep	deep	JJ
work_zbpzx43flfaifddpftczprcome	453	5	network	network	NN
work_zbpzx43flfaifddpftczprcome	453	6	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	453	7	.	.	.
work_zbpzx43flfaifddpftczprcome	454	1	Network	Network	NNP
work_zbpzx43flfaifddpftczprcome	454	2	11(9):12	11(9):12	NNP
work_zbpzx43flfaifddpftczprcome	454	3	.	.	.
work_zbpzx43flfaifddpftczprcome	455	1	Perozzi	Perozzi	NNP
work_zbpzx43flfaifddpftczprcome	455	2	B	B	NNP
work_zbpzx43flfaifddpftczprcome	455	3	,	,	,
work_zbpzx43flfaifddpftczprcome	455	4	Al	Al	NNP
work_zbpzx43flfaifddpftczprcome	455	5	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	455	6	Rfou	Rfou	NNP
work_zbpzx43flfaifddpftczprcome	455	7	R	R	NNP
work_zbpzx43flfaifddpftczprcome	455	8	,	,	,
work_zbpzx43flfaifddpftczprcome	455	9	Skiena	Skiena	NNP
work_zbpzx43flfaifddpftczprcome	455	10	S.	S.	NNP
work_zbpzx43flfaifddpftczprcome	455	11	2014	2014	CD
work_zbpzx43flfaifddpftczprcome	455	12	.	.	.
work_zbpzx43flfaifddpftczprcome	456	1	Deepwalk	deepwalk	NN
work_zbpzx43flfaifddpftczprcome	456	2	:	:	:
work_zbpzx43flfaifddpftczprcome	456	3	online	online	JJ
work_zbpzx43flfaifddpftczprcome	456	4	learning	learning	NN
work_zbpzx43flfaifddpftczprcome	456	5	of	of	IN
work_zbpzx43flfaifddpftczprcome	456	6	social	social	JJ
work_zbpzx43flfaifddpftczprcome	456	7	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	456	8	.	.	.
work_zbpzx43flfaifddpftczprcome	457	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	457	2	:	:	:
work_zbpzx43flfaifddpftczprcome	457	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	457	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	457	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	457	6	20th	20th	JJ
work_zbpzx43flfaifddpftczprcome	457	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	457	8	SIGKDD	SIGKDD	NNP
work_zbpzx43flfaifddpftczprcome	457	9	International	International	NNP
work_zbpzx43flfaifddpftczprcome	457	10	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	457	11	on	on	IN
work_zbpzx43flfaifddpftczprcome	457	12	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	457	13	Discovery	Discovery	NNP
work_zbpzx43flfaifddpftczprcome	457	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	457	15	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	457	16	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	457	17	,	,	,
work_zbpzx43flfaifddpftczprcome	457	18	KDD	KDD	NNP
work_zbpzx43flfaifddpftczprcome	457	19	’	'	''
work_zbpzx43flfaifddpftczprcome	457	20	14	14	CD
work_zbpzx43flfaifddpftczprcome	457	21	,	,	,
work_zbpzx43flfaifddpftczprcome	457	22	New	New	NNP
work_zbpzx43flfaifddpftczprcome	457	23	York	York	NNP
work_zbpzx43flfaifddpftczprcome	457	24	:	:	:
work_zbpzx43flfaifddpftczprcome	457	25	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	457	26	,	,	,
work_zbpzx43flfaifddpftczprcome	457	27	701–710	701–710	CD
work_zbpzx43flfaifddpftczprcome	457	28	.	.	.
work_zbpzx43flfaifddpftczprcome	458	1	Robins	Robins	NNP
work_zbpzx43flfaifddpftczprcome	458	2	G	G	NNP
work_zbpzx43flfaifddpftczprcome	458	3	,	,	,
work_zbpzx43flfaifddpftczprcome	458	4	Snijders	Snijders	NNP
work_zbpzx43flfaifddpftczprcome	458	5	T	T	NNP
work_zbpzx43flfaifddpftczprcome	458	6	,	,	,
work_zbpzx43flfaifddpftczprcome	458	7	Wang	Wang	NNP
work_zbpzx43flfaifddpftczprcome	458	8	P	P	NNP
work_zbpzx43flfaifddpftczprcome	458	9	,	,	,
work_zbpzx43flfaifddpftczprcome	458	10	Handcock	Handcock	NNP
work_zbpzx43flfaifddpftczprcome	458	11	M	M	NNP
work_zbpzx43flfaifddpftczprcome	458	12	,	,	,
work_zbpzx43flfaifddpftczprcome	458	13	Pattison	Pattison	NNP
work_zbpzx43flfaifddpftczprcome	458	14	P.	P.	NNP
work_zbpzx43flfaifddpftczprcome	458	15	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	458	16	.	.	.
work_zbpzx43flfaifddpftczprcome	459	1	Recent	recent	JJ
work_zbpzx43flfaifddpftczprcome	459	2	developments	development	NNS
work_zbpzx43flfaifddpftczprcome	459	3	in	in	IN
work_zbpzx43flfaifddpftczprcome	459	4	exponential	exponential	JJ
work_zbpzx43flfaifddpftczprcome	459	5	random	random	JJ
work_zbpzx43flfaifddpftczprcome	459	6	graph	graph	NN
work_zbpzx43flfaifddpftczprcome	459	7	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	459	8	p	p	NNP
work_zbpzx43flfaifddpftczprcome	459	9	�	�	NNP
work_zbpzx43flfaifddpftczprcome	459	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	459	11	models	model	NNS
work_zbpzx43flfaifddpftczprcome	459	12	for	for	IN
work_zbpzx43flfaifddpftczprcome	459	13	social	social	JJ
work_zbpzx43flfaifddpftczprcome	459	14	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	459	15	.	.	.
work_zbpzx43flfaifddpftczprcome	460	1	Social	Social	NNP
work_zbpzx43flfaifddpftczprcome	460	2	Networks	Networks	NNP
work_zbpzx43flfaifddpftczprcome	460	3	29(2):192–215	29(2):192–215	CD
work_zbpzx43flfaifddpftczprcome	460	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	460	5	10.1016	10.1016	CD
work_zbpzx43flfaifddpftczprcome	460	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	460	7	j.socnet.2006.08.003	j.socnet.2006.08.003	CD
work_zbpzx43flfaifddpftczprcome	460	8	.	.	.
work_zbpzx43flfaifddpftczprcome	461	1	Roweis	Roweis	NNP
work_zbpzx43flfaifddpftczprcome	461	2	ST	ST	NNP
work_zbpzx43flfaifddpftczprcome	461	3	,	,	,
work_zbpzx43flfaifddpftczprcome	461	4	Saul	Saul	NNP
work_zbpzx43flfaifddpftczprcome	461	5	LK	LK	NNP
work_zbpzx43flfaifddpftczprcome	461	6	.	.	.
work_zbpzx43flfaifddpftczprcome	462	1	2000	2000	CD
work_zbpzx43flfaifddpftczprcome	462	2	.	.	.
work_zbpzx43flfaifddpftczprcome	463	1	Nonlinear	nonlinear	JJ
work_zbpzx43flfaifddpftczprcome	463	2	dimensionality	dimensionality	NN
work_zbpzx43flfaifddpftczprcome	463	3	reduction	reduction	NN
work_zbpzx43flfaifddpftczprcome	463	4	by	by	IN
work_zbpzx43flfaifddpftczprcome	463	5	locally	locally	RB
work_zbpzx43flfaifddpftczprcome	463	6	linear	linear	JJ
work_zbpzx43flfaifddpftczprcome	463	7	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	463	8	.	.	.
work_zbpzx43flfaifddpftczprcome	464	1	Science	science	NN
work_zbpzx43flfaifddpftczprcome	464	2	290(5500):2323–2326	290(5500):2323–2326	CD
work_zbpzx43flfaifddpftczprcome	464	3	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	464	4	10.1126	10.1126	CD
work_zbpzx43flfaifddpftczprcome	464	5	/	/	SYM
work_zbpzx43flfaifddpftczprcome	464	6	science.290.5500.2323	science.290.5500.2323	NN
work_zbpzx43flfaifddpftczprcome	464	7	.	.	.
work_zbpzx43flfaifddpftczprcome	465	1	Scott	Scott	NNP
work_zbpzx43flfaifddpftczprcome	465	2	J.	J.	NNP
work_zbpzx43flfaifddpftczprcome	466	1	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	466	2	.	.	.
work_zbpzx43flfaifddpftczprcome	467	1	Social	social	JJ
work_zbpzx43flfaifddpftczprcome	467	2	network	network	NN
work_zbpzx43flfaifddpftczprcome	467	3	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	467	4	.	.	.
work_zbpzx43flfaifddpftczprcome	468	1	Thousand	thousand	CD
work_zbpzx43flfaifddpftczprcome	468	2	Oaks	Oaks	NNPS
work_zbpzx43flfaifddpftczprcome	468	3	:	:	:
work_zbpzx43flfaifddpftczprcome	468	4	Sage	sage	NN
work_zbpzx43flfaifddpftczprcome	468	5	.	.	.
work_zbpzx43flfaifddpftczprcome	469	1	Srinivas	Srinivas	NNP
work_zbpzx43flfaifddpftczprcome	469	2	V	V	NNP
work_zbpzx43flfaifddpftczprcome	469	3	,	,	,
work_zbpzx43flfaifddpftczprcome	469	4	Mitra	Mitra	NNP
work_zbpzx43flfaifddpftczprcome	469	5	P.	P.	NNP
work_zbpzx43flfaifddpftczprcome	469	6	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	469	7	.	.	.
work_zbpzx43flfaifddpftczprcome	470	1	Applications	application	NNS
work_zbpzx43flfaifddpftczprcome	470	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	470	3	link	link	NN
work_zbpzx43flfaifddpftczprcome	470	4	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	470	5	.	.	.
work_zbpzx43flfaifddpftczprcome	471	1	Cham	Cham	NNP
work_zbpzx43flfaifddpftczprcome	471	2	:	:	:
work_zbpzx43flfaifddpftczprcome	471	3	Springer	Springer	NNP
work_zbpzx43flfaifddpftczprcome	471	4	International	International	NNP
work_zbpzx43flfaifddpftczprcome	471	5	Publishing	Publishing	NNP
work_zbpzx43flfaifddpftczprcome	471	6	,	,	,
work_zbpzx43flfaifddpftczprcome	471	7	57–61	57–61	CD
work_zbpzx43flfaifddpftczprcome	471	8	.	.	.
work_zbpzx43flfaifddpftczprcome	472	1	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	472	2	J	J	NNP
work_zbpzx43flfaifddpftczprcome	472	3	,	,	,
work_zbpzx43flfaifddpftczprcome	472	4	Liu	Liu	NNP
work_zbpzx43flfaifddpftczprcome	472	5	H.	H.	NNP
work_zbpzx43flfaifddpftczprcome	472	6	2012	2012	CD
work_zbpzx43flfaifddpftczprcome	472	7	.	.	.
work_zbpzx43flfaifddpftczprcome	473	1	Unsupervised	unsupervise	VBN
work_zbpzx43flfaifddpftczprcome	473	2	feature	feature	NN
work_zbpzx43flfaifddpftczprcome	473	3	selection	selection	NN
work_zbpzx43flfaifddpftczprcome	473	4	for	for	IN
work_zbpzx43flfaifddpftczprcome	473	5	linked	link	VBN
work_zbpzx43flfaifddpftczprcome	473	6	social	social	JJ
work_zbpzx43flfaifddpftczprcome	473	7	media	medium	NNS
work_zbpzx43flfaifddpftczprcome	473	8	data	datum	NNS
work_zbpzx43flfaifddpftczprcome	473	9	.	.	.
work_zbpzx43flfaifddpftczprcome	474	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	474	2	:	:	:
work_zbpzx43flfaifddpftczprcome	474	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	474	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	474	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	474	6	18th	18th	JJ
work_zbpzx43flfaifddpftczprcome	474	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	474	8	SIGKDD	SIGKDD	NNP
work_zbpzx43flfaifddpftczprcome	474	9	International	International	NNP
work_zbpzx43flfaifddpftczprcome	474	10	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	474	11	on	on	IN
work_zbpzx43flfaifddpftczprcome	474	12	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	474	13	Discovery	Discovery	NNP
work_zbpzx43flfaifddpftczprcome	474	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	474	15	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	474	16	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	474	17	,	,	,
work_zbpzx43flfaifddpftczprcome	474	18	KDD	KDD	NNP
work_zbpzx43flfaifddpftczprcome	474	19	’	'	''
work_zbpzx43flfaifddpftczprcome	474	20	12	12	CD
work_zbpzx43flfaifddpftczprcome	474	21	.	.	.
work_zbpzx43flfaifddpftczprcome	475	1	New	New	NNP
work_zbpzx43flfaifddpftczprcome	475	2	York	York	NNP
work_zbpzx43flfaifddpftczprcome	475	3	:	:	:
work_zbpzx43flfaifddpftczprcome	475	4	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	475	5	,	,	,
work_zbpzx43flfaifddpftczprcome	475	6	904–912	904–912	CD
work_zbpzx43flfaifddpftczprcome	475	7	.	.	.
work_zbpzx43flfaifddpftczprcome	476	1	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	476	2	J	J	NNP
work_zbpzx43flfaifddpftczprcome	476	3	,	,	,
work_zbpzx43flfaifddpftczprcome	476	4	Qu	Qu	NNP
work_zbpzx43flfaifddpftczprcome	476	5	M	M	NNP
work_zbpzx43flfaifddpftczprcome	476	6	,	,	,
work_zbpzx43flfaifddpftczprcome	476	7	Wang	Wang	NNP
work_zbpzx43flfaifddpftczprcome	476	8	M	M	NNP
work_zbpzx43flfaifddpftczprcome	476	9	,	,	,
work_zbpzx43flfaifddpftczprcome	476	10	Zhang	Zhang	NNP
work_zbpzx43flfaifddpftczprcome	476	11	M	M	NNP
work_zbpzx43flfaifddpftczprcome	476	12	,	,	,
work_zbpzx43flfaifddpftczprcome	476	13	Yan	Yan	NNP
work_zbpzx43flfaifddpftczprcome	476	14	J	J	NNP
work_zbpzx43flfaifddpftczprcome	476	15	,	,	,
work_zbpzx43flfaifddpftczprcome	476	16	Mei	Mei	NNP
work_zbpzx43flfaifddpftczprcome	476	17	Q.	Q.	NNP
work_zbpzx43flfaifddpftczprcome	477	1	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	477	2	.	.	.
work_zbpzx43flfaifddpftczprcome	478	1	Line	line	NN
work_zbpzx43flfaifddpftczprcome	478	2	:	:	:
work_zbpzx43flfaifddpftczprcome	478	3	large	large	JJ
work_zbpzx43flfaifddpftczprcome	478	4	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	478	5	scale	scale	NN
work_zbpzx43flfaifddpftczprcome	478	6	information	information	NN
work_zbpzx43flfaifddpftczprcome	478	7	network	network	NN
work_zbpzx43flfaifddpftczprcome	478	8	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	478	9	.	.	.
work_zbpzx43flfaifddpftczprcome	479	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	479	2	:	:	:
work_zbpzx43flfaifddpftczprcome	479	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	479	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	479	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	479	6	24th	24th	JJ
work_zbpzx43flfaifddpftczprcome	479	7	International	International	NNP
work_zbpzx43flfaifddpftczprcome	479	8	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	479	9	on	on	IN
work_zbpzx43flfaifddpftczprcome	479	10	World	World	NNP
work_zbpzx43flfaifddpftczprcome	479	11	Wide	Wide	NNP
work_zbpzx43flfaifddpftczprcome	479	12	Web	Web	NNP
work_zbpzx43flfaifddpftczprcome	479	13	,	,	,
work_zbpzx43flfaifddpftczprcome	479	14	WWW	WWW	NNP
work_zbpzx43flfaifddpftczprcome	479	15	‘	'	``
work_zbpzx43flfaifddpftczprcome	479	16	15	15	CD
work_zbpzx43flfaifddpftczprcome	479	17	,	,	,
work_zbpzx43flfaifddpftczprcome	479	18	Republic	Republic	NNP
work_zbpzx43flfaifddpftczprcome	479	19	and	and	CC
work_zbpzx43flfaifddpftczprcome	479	20	Canton	Canton	NNP
work_zbpzx43flfaifddpftczprcome	479	21	of	of	IN
work_zbpzx43flfaifddpftczprcome	479	22	Geneva	Geneva	NNP
work_zbpzx43flfaifddpftczprcome	479	23	,	,	,
work_zbpzx43flfaifddpftczprcome	479	24	Switzerland	Switzerland	NNP
work_zbpzx43flfaifddpftczprcome	479	25	:	:	:
work_zbpzx43flfaifddpftczprcome	479	26	International	International	NNP
work_zbpzx43flfaifddpftczprcome	479	27	World	World	NNP
work_zbpzx43flfaifddpftczprcome	479	28	Wide	wide	JJ
work_zbpzx43flfaifddpftczprcome	479	29	Web	web	NN
work_zbpzx43flfaifddpftczprcome	479	30	Conferences	Conferences	NNPS
work_zbpzx43flfaifddpftczprcome	479	31	Steering	Steering	NNP
work_zbpzx43flfaifddpftczprcome	479	32	Committee	Committee	NNP
work_zbpzx43flfaifddpftczprcome	479	33	,	,	,
work_zbpzx43flfaifddpftczprcome	479	34	1067–1077	1067–1077	CD
work_zbpzx43flfaifddpftczprcome	479	35	.	.	.
work_zbpzx43flfaifddpftczprcome	480	1	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	480	2	J	J	NNP
work_zbpzx43flfaifddpftczprcome	480	3	,	,	,
work_zbpzx43flfaifddpftczprcome	480	4	Zhang	Zhang	NNP
work_zbpzx43flfaifddpftczprcome	480	5	J	J	NNP
work_zbpzx43flfaifddpftczprcome	480	6	,	,	,
work_zbpzx43flfaifddpftczprcome	480	7	Yao	Yao	NNP
work_zbpzx43flfaifddpftczprcome	480	8	L	L	NNP
work_zbpzx43flfaifddpftczprcome	480	9	,	,	,
work_zbpzx43flfaifddpftczprcome	480	10	Li	Li	NNP
work_zbpzx43flfaifddpftczprcome	480	11	J	J	NNP
work_zbpzx43flfaifddpftczprcome	480	12	,	,	,
work_zbpzx43flfaifddpftczprcome	480	13	Zhang	Zhang	NNP
work_zbpzx43flfaifddpftczprcome	480	14	L	L	NNP
work_zbpzx43flfaifddpftczprcome	480	15	,	,	,
work_zbpzx43flfaifddpftczprcome	480	16	Su	Su	NNP
work_zbpzx43flfaifddpftczprcome	480	17	Z.	Z.	NNP
work_zbpzx43flfaifddpftczprcome	481	1	2008	2008	CD
work_zbpzx43flfaifddpftczprcome	481	2	.	.	.
work_zbpzx43flfaifddpftczprcome	482	1	Arnetminer	arnetminer	NN
work_zbpzx43flfaifddpftczprcome	482	2	:	:	:
work_zbpzx43flfaifddpftczprcome	482	3	extraction	extraction	NN
work_zbpzx43flfaifddpftczprcome	482	4	and	and	CC
work_zbpzx43flfaifddpftczprcome	482	5	mining	mining	NN
work_zbpzx43flfaifddpftczprcome	482	6	of	of	IN
work_zbpzx43flfaifddpftczprcome	482	7	academic	academic	JJ
work_zbpzx43flfaifddpftczprcome	482	8	social	social	JJ
work_zbpzx43flfaifddpftczprcome	482	9	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	482	10	.	.	.
work_zbpzx43flfaifddpftczprcome	483	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	483	2	:	:	:
work_zbpzx43flfaifddpftczprcome	483	3	KDD’08	KDD’08	NNP
work_zbpzx43flfaifddpftczprcome	483	4	,	,	,
work_zbpzx43flfaifddpftczprcome	483	5	New	New	NNP
work_zbpzx43flfaifddpftczprcome	483	6	York	York	NNP
work_zbpzx43flfaifddpftczprcome	483	7	,	,	,
work_zbpzx43flfaifddpftczprcome	483	8	NY	NY	NNP
work_zbpzx43flfaifddpftczprcome	483	9	,	,	,
work_zbpzx43flfaifddpftczprcome	483	10	USA	USA	NNP
work_zbpzx43flfaifddpftczprcome	483	11	,	,	,
work_zbpzx43flfaifddpftczprcome	483	12	990–998	990–998	CD
work_zbpzx43flfaifddpftczprcome	483	13	.	.	.
work_zbpzx43flfaifddpftczprcome	484	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	484	2	et	et	NNP
work_zbpzx43flfaifddpftczprcome	484	3	al	al	NNP
work_zbpzx43flfaifddpftczprcome	484	4	.	.	.
work_zbpzx43flfaifddpftczprcome	485	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	485	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	485	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	485	4	,	,	,
work_zbpzx43flfaifddpftczprcome	485	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	485	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	485	7	.	.	.
work_zbpzx43flfaifddpftczprcome	486	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	486	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	486	3	,	,	,
work_zbpzx43flfaifddpftczprcome	486	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	486	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	486	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	486	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	486	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	486	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	486	10	19/20	19/20	CD
work_zbpzx43flfaifddpftczprcome	486	11	http://dx.doi.org/10.1146/annurev.soc.27.1.415	http://dx.doi.org/10.1146/annurev.soc.27.1.415	NN
work_zbpzx43flfaifddpftczprcome	486	12	https://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf	https://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf	.
work_zbpzx43flfaifddpftczprcome	486	13	https://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf	https://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf	.
work_zbpzx43flfaifddpftczprcome	486	14	http://dx.doi.org/10.1371/journal.pntd.0000501	http://dx.doi.org/10.1371/journal.pntd.0000501	NNP
work_zbpzx43flfaifddpftczprcome	486	15	http://publications.hse.ru/en	http://publications.hse.ru/en	JJ
work_zbpzx43flfaifddpftczprcome	486	16	http://dx.doi.org/10.1073/pnas.0307545100	http://dx.doi.org/10.1073/pnas.0307545100	.
work_zbpzx43flfaifddpftczprcome	486	17	http://dx.doi.org/10.1016/j.socnet.2006.08.003	http://dx.doi.org/10.1016/j.socnet.2006.08.003	NNP
work_zbpzx43flfaifddpftczprcome	486	18	http://dx.doi.org/10.1126/science.290.5500.2323	http://dx.doi.org/10.1126/science.290.5500.2323	NNP
work_zbpzx43flfaifddpftczprcome	486	19	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	486	20	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNP
work_zbpzx43flfaifddpftczprcome	486	21	Tang	Tang	NNP
work_zbpzx43flfaifddpftczprcome	486	22	L	L	NNP
work_zbpzx43flfaifddpftczprcome	486	23	,	,	,
work_zbpzx43flfaifddpftczprcome	486	24	Liu	Liu	NNP
work_zbpzx43flfaifddpftczprcome	486	25	H.	H.	NNP
work_zbpzx43flfaifddpftczprcome	486	26	2011	2011	CD
work_zbpzx43flfaifddpftczprcome	486	27	.	.	.
work_zbpzx43flfaifddpftczprcome	487	1	Leveraging	leverage	VBG
work_zbpzx43flfaifddpftczprcome	487	2	social	social	JJ
work_zbpzx43flfaifddpftczprcome	487	3	media	medium	NNS
work_zbpzx43flfaifddpftczprcome	487	4	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	487	5	for	for	IN
work_zbpzx43flfaifddpftczprcome	487	6	classification	classification	NN
work_zbpzx43flfaifddpftczprcome	487	7	.	.	.
work_zbpzx43flfaifddpftczprcome	488	1	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	488	2	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	488	3	and	and	CC
work_zbpzx43flfaifddpftczprcome	488	4	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	488	5	Discovery	Discovery	NNP
work_zbpzx43flfaifddpftczprcome	488	6	23(3):447–478	23(3):447–478	CD
work_zbpzx43flfaifddpftczprcome	488	7	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	488	8	10.1007	10.1007	CD
work_zbpzx43flfaifddpftczprcome	488	9	/	/	SYM
work_zbpzx43flfaifddpftczprcome	488	10	s10618	s10618	CD
work_zbpzx43flfaifddpftczprcome	488	11	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	488	12	010	010	CD
work_zbpzx43flfaifddpftczprcome	488	13	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	488	14	0210-x	0210-x	NNP
work_zbpzx43flfaifddpftczprcome	488	15	.	.	.
work_zbpzx43flfaifddpftczprcome	489	1	Tenenbaum	Tenenbaum	NNP
work_zbpzx43flfaifddpftczprcome	489	2	JB	JB	NNP
work_zbpzx43flfaifddpftczprcome	489	3	,	,	,
work_zbpzx43flfaifddpftczprcome	489	4	De	De	NNP
work_zbpzx43flfaifddpftczprcome	489	5	Silva	Silva	NNP
work_zbpzx43flfaifddpftczprcome	489	6	,	,	,
work_zbpzx43flfaifddpftczprcome	489	7	Langford	Langford	NNP
work_zbpzx43flfaifddpftczprcome	489	8	JC	JC	NNP
work_zbpzx43flfaifddpftczprcome	489	9	.	.	.
work_zbpzx43flfaifddpftczprcome	490	1	2000	2000	CD
work_zbpzx43flfaifddpftczprcome	490	2	.	.	.
work_zbpzx43flfaifddpftczprcome	491	1	A	a	DT
work_zbpzx43flfaifddpftczprcome	491	2	global	global	JJ
work_zbpzx43flfaifddpftczprcome	491	3	geometric	geometric	JJ
work_zbpzx43flfaifddpftczprcome	491	4	framework	framework	NN
work_zbpzx43flfaifddpftczprcome	491	5	for	for	IN
work_zbpzx43flfaifddpftczprcome	491	6	nonlinear	nonlinear	JJ
work_zbpzx43flfaifddpftczprcome	491	7	dimensionality	dimensionality	NN
work_zbpzx43flfaifddpftczprcome	491	8	reduction	reduction	NN
work_zbpzx43flfaifddpftczprcome	491	9	.	.	.
work_zbpzx43flfaifddpftczprcome	492	1	Science	science	NN
work_zbpzx43flfaifddpftczprcome	492	2	290(5500):2319–2323	290(5500):2319–2323	CD
work_zbpzx43flfaifddpftczprcome	492	3	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	492	4	10.1126	10.1126	CD
work_zbpzx43flfaifddpftczprcome	492	5	/	/	SYM
work_zbpzx43flfaifddpftczprcome	492	6	science.290.5500.2319	science.290.5500.2319	NNP
work_zbpzx43flfaifddpftczprcome	492	7	.	.	.
work_zbpzx43flfaifddpftczprcome	493	1	Velden	Velden	NNP
work_zbpzx43flfaifddpftczprcome	493	2	T	T	NNP
work_zbpzx43flfaifddpftczprcome	493	3	,	,	,
work_zbpzx43flfaifddpftczprcome	493	4	Lagoze	Lagoze	NNP
work_zbpzx43flfaifddpftczprcome	493	5	C.	C.	NNP
work_zbpzx43flfaifddpftczprcome	493	6	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	493	7	.	.	.
work_zbpzx43flfaifddpftczprcome	494	1	Patterns	pattern	NNS
work_zbpzx43flfaifddpftczprcome	494	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	494	3	collaboration	collaboration	NN
work_zbpzx43flfaifddpftczprcome	494	4	in	in	IN
work_zbpzx43flfaifddpftczprcome	494	5	co	co	JJ
work_zbpzx43flfaifddpftczprcome	494	6	-	-	JJ
work_zbpzx43flfaifddpftczprcome	494	7	authorship	authorship	JJ
work_zbpzx43flfaifddpftczprcome	494	8	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	494	9	in	in	IN
work_zbpzx43flfaifddpftczprcome	494	10	chemistry	chemistry	NN
work_zbpzx43flfaifddpftczprcome	494	11	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	494	12	mesoscopic	mesoscopic	JJ
work_zbpzx43flfaifddpftczprcome	494	13	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	494	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	494	15	interpretation	interpretation	NN
work_zbpzx43flfaifddpftczprcome	494	16	.	.	.
work_zbpzx43flfaifddpftczprcome	495	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	495	2	:	:	:
work_zbpzx43flfaifddpftczprcome	495	3	12th	12th	JJ
work_zbpzx43flfaifddpftczprcome	495	4	International	International	NNP
work_zbpzx43flfaifddpftczprcome	495	5	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	495	6	on	on	IN
work_zbpzx43flfaifddpftczprcome	495	7	Scientometrics	Scientometrics	NNPS
work_zbpzx43flfaifddpftczprcome	495	8	and	and	CC
work_zbpzx43flfaifddpftczprcome	495	9	Informetrics	Informetrics	NNP
work_zbpzx43flfaifddpftczprcome	495	10	,	,	,
work_zbpzx43flfaifddpftczprcome	495	11	Rio	Rio	NNP
work_zbpzx43flfaifddpftczprcome	495	12	de	de	NNP
work_zbpzx43flfaifddpftczprcome	495	13	Janeiro	Janeiro	NNP
work_zbpzx43flfaifddpftczprcome	495	14	:	:	:
work_zbpzx43flfaifddpftczprcome	495	15	ISSI	ISSI	NNP
work_zbpzx43flfaifddpftczprcome	495	16	Society	Society	NNP
work_zbpzx43flfaifddpftczprcome	495	17	,	,	,
work_zbpzx43flfaifddpftczprcome	495	18	1–12	1–12	NNP
work_zbpzx43flfaifddpftczprcome	495	19	.	.	.
work_zbpzx43flfaifddpftczprcome	496	1	Vorontsov	Vorontsov	NNP
work_zbpzx43flfaifddpftczprcome	496	2	K	K	NNP
work_zbpzx43flfaifddpftczprcome	496	3	,	,	,
work_zbpzx43flfaifddpftczprcome	496	4	Frei	Frei	NNP
work_zbpzx43flfaifddpftczprcome	496	5	O	O	NNP
work_zbpzx43flfaifddpftczprcome	496	6	,	,	,
work_zbpzx43flfaifddpftczprcome	496	7	Apishev	Apishev	NNP
work_zbpzx43flfaifddpftczprcome	496	8	M	M	NNP
work_zbpzx43flfaifddpftczprcome	496	9	,	,	,
work_zbpzx43flfaifddpftczprcome	496	10	Romov	Romov	NNP
work_zbpzx43flfaifddpftczprcome	496	11	P	P	NNP
work_zbpzx43flfaifddpftczprcome	496	12	,	,	,
work_zbpzx43flfaifddpftczprcome	496	13	Dudarenko	Dudarenko	NNP
work_zbpzx43flfaifddpftczprcome	496	14	M.	M.	NNP
work_zbpzx43flfaifddpftczprcome	496	15	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	496	16	.	.	.
work_zbpzx43flfaifddpftczprcome	497	1	Bigartm	Bigartm	NNP
work_zbpzx43flfaifddpftczprcome	497	2	.	.	.
work_zbpzx43flfaifddpftczprcome	498	1	v0.8.2	v0.8.2	NNP
work_zbpzx43flfaifddpftczprcome	498	2	.	.	.
work_zbpzx43flfaifddpftczprcome	499	1	Available	available	JJ
work_zbpzx43flfaifddpftczprcome	499	2	at	at	IN
work_zbpzx43flfaifddpftczprcome	499	3	https://doi.org/10.5281/zenodo.288960	https://doi.org/10.5281/zenodo.288960	NN
work_zbpzx43flfaifddpftczprcome	499	4	.	.	.
work_zbpzx43flfaifddpftczprcome	500	1	Wang	Wang	NNP
work_zbpzx43flfaifddpftczprcome	500	2	D	D	NNP
work_zbpzx43flfaifddpftczprcome	500	3	,	,	,
work_zbpzx43flfaifddpftczprcome	500	4	Cui	Cui	NNP
work_zbpzx43flfaifddpftczprcome	500	5	P	P	NNP
work_zbpzx43flfaifddpftczprcome	500	6	,	,	,
work_zbpzx43flfaifddpftczprcome	500	7	Zhu	Zhu	NNP
work_zbpzx43flfaifddpftczprcome	500	8	W.	W.	NNP
work_zbpzx43flfaifddpftczprcome	500	9	2016	2016	CD
work_zbpzx43flfaifddpftczprcome	500	10	.	.	.
work_zbpzx43flfaifddpftczprcome	501	1	Structural	structural	JJ
work_zbpzx43flfaifddpftczprcome	501	2	deep	deep	JJ
work_zbpzx43flfaifddpftczprcome	501	3	network	network	NN
work_zbpzx43flfaifddpftczprcome	501	4	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	501	5	.	.	.
work_zbpzx43flfaifddpftczprcome	502	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	502	2	:	:	:
work_zbpzx43flfaifddpftczprcome	502	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	502	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	502	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	502	6	22nd	22nd	JJ
work_zbpzx43flfaifddpftczprcome	502	7	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	502	8	SIGKDD	SIGKDD	NNP
work_zbpzx43flfaifddpftczprcome	502	9	International	International	NNP
work_zbpzx43flfaifddpftczprcome	502	10	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	502	11	on	on	IN
work_zbpzx43flfaifddpftczprcome	502	12	Knowledge	Knowledge	NNP
work_zbpzx43flfaifddpftczprcome	502	13	Discovery	Discovery	NNP
work_zbpzx43flfaifddpftczprcome	502	14	and	and	CC
work_zbpzx43flfaifddpftczprcome	502	15	Data	Data	NNP
work_zbpzx43flfaifddpftczprcome	502	16	Mining	Mining	NNP
work_zbpzx43flfaifddpftczprcome	502	17	,	,	,
work_zbpzx43flfaifddpftczprcome	502	18	KDD	KDD	NNP
work_zbpzx43flfaifddpftczprcome	502	19	’	'	''
work_zbpzx43flfaifddpftczprcome	502	20	16	16	CD
work_zbpzx43flfaifddpftczprcome	502	21	.	.	.
work_zbpzx43flfaifddpftczprcome	503	1	New	New	NNP
work_zbpzx43flfaifddpftczprcome	503	2	York	York	NNP
work_zbpzx43flfaifddpftczprcome	503	3	:	:	:
work_zbpzx43flfaifddpftczprcome	503	4	ACM	ACM	NNP
work_zbpzx43flfaifddpftczprcome	503	5	,	,	,
work_zbpzx43flfaifddpftczprcome	503	6	1225–1234	1225–1234	CD
work_zbpzx43flfaifddpftczprcome	503	7	.	.	.
work_zbpzx43flfaifddpftczprcome	504	1	Wang	Wang	NNP
work_zbpzx43flfaifddpftczprcome	504	2	P	P	NNP
work_zbpzx43flfaifddpftczprcome	504	3	,	,	,
work_zbpzx43flfaifddpftczprcome	504	4	Xu	Xu	NNP
work_zbpzx43flfaifddpftczprcome	504	5	B	B	NNP
work_zbpzx43flfaifddpftczprcome	504	6	,	,	,
work_zbpzx43flfaifddpftczprcome	504	7	Wu	Wu	NNP
work_zbpzx43flfaifddpftczprcome	504	8	Y	Y	NNP
work_zbpzx43flfaifddpftczprcome	504	9	,	,	,
work_zbpzx43flfaifddpftczprcome	504	10	Zhou	Zhou	NNP
work_zbpzx43flfaifddpftczprcome	504	11	X.	X.	NNP
work_zbpzx43flfaifddpftczprcome	505	1	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	505	2	.	.	.
work_zbpzx43flfaifddpftczprcome	506	1	Link	link	VB
work_zbpzx43flfaifddpftczprcome	506	2	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	506	3	in	in	IN
work_zbpzx43flfaifddpftczprcome	506	4	social	social	JJ
work_zbpzx43flfaifddpftczprcome	506	5	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	506	6	:	:	:
work_zbpzx43flfaifddpftczprcome	506	7	the	the	DT
work_zbpzx43flfaifddpftczprcome	506	8	state	state	NN
work_zbpzx43flfaifddpftczprcome	506	9	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	506	10	of	of	IN
work_zbpzx43flfaifddpftczprcome	506	11	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	506	12	the	the	DT
work_zbpzx43flfaifddpftczprcome	506	13	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	506	14	art	art	NN
work_zbpzx43flfaifddpftczprcome	506	15	.	.	.
work_zbpzx43flfaifddpftczprcome	507	1	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	507	2	China	China	NNP
work_zbpzx43flfaifddpftczprcome	507	3	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	507	4	Sciences	Sciences	NNPS
work_zbpzx43flfaifddpftczprcome	507	5	58(1):1–38	58(1):1–38	CD
work_zbpzx43flfaifddpftczprcome	507	6	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	507	7	10.1007	10.1007	CD
work_zbpzx43flfaifddpftczprcome	507	8	/	/	SYM
work_zbpzx43flfaifddpftczprcome	507	9	s11432	s11432	CD
work_zbpzx43flfaifddpftczprcome	507	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	507	11	014	014	CD
work_zbpzx43flfaifddpftczprcome	507	12	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	507	13	5237-y	5237-y	NNP
work_zbpzx43flfaifddpftczprcome	507	14	.	.	.
work_zbpzx43flfaifddpftczprcome	508	1	Wasserman	Wasserman	NNP
work_zbpzx43flfaifddpftczprcome	508	2	S	S	NNP
work_zbpzx43flfaifddpftczprcome	508	3	,	,	,
work_zbpzx43flfaifddpftczprcome	508	4	Faust	Faust	NNP
work_zbpzx43flfaifddpftczprcome	508	5	K.	K.	NNP
work_zbpzx43flfaifddpftczprcome	508	6	1994	1994	CD
work_zbpzx43flfaifddpftczprcome	508	7	.	.	.
work_zbpzx43flfaifddpftczprcome	509	1	Social	social	JJ
work_zbpzx43flfaifddpftczprcome	509	2	network	network	NN
work_zbpzx43flfaifddpftczprcome	509	3	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	509	4	:	:	:
work_zbpzx43flfaifddpftczprcome	509	5	methods	method	NNS
work_zbpzx43flfaifddpftczprcome	509	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	509	7	applications	application	NNS
work_zbpzx43flfaifddpftczprcome	509	8	.	.	.
work_zbpzx43flfaifddpftczprcome	510	1	Vol	Vol	NNP
work_zbpzx43flfaifddpftczprcome	510	2	.	.	.
work_zbpzx43flfaifddpftczprcome	511	1	8	8	LS
work_zbpzx43flfaifddpftczprcome	511	2	.	.	.
work_zbpzx43flfaifddpftczprcome	512	1	Cambridge	Cambridge	NNP
work_zbpzx43flfaifddpftczprcome	512	2	:	:	:
work_zbpzx43flfaifddpftczprcome	512	3	Cambridge	Cambridge	NNP
work_zbpzx43flfaifddpftczprcome	512	4	University	University	NNP
work_zbpzx43flfaifddpftczprcome	512	5	Press	Press	NNP
work_zbpzx43flfaifddpftczprcome	512	6	.	.	.
work_zbpzx43flfaifddpftczprcome	513	1	Wu	Wu	NNP
work_zbpzx43flfaifddpftczprcome	513	2	H	H	NNP
work_zbpzx43flfaifddpftczprcome	513	3	,	,	,
work_zbpzx43flfaifddpftczprcome	513	4	Lerman	Lerman	NNP
work_zbpzx43flfaifddpftczprcome	513	5	K.	K.	NNP
work_zbpzx43flfaifddpftczprcome	513	6	2017	2017	CD
work_zbpzx43flfaifddpftczprcome	513	7	.	.	.
work_zbpzx43flfaifddpftczprcome	514	1	Network	network	NN
work_zbpzx43flfaifddpftczprcome	514	2	vector	vector	NN
work_zbpzx43flfaifddpftczprcome	514	3	:	:	:
work_zbpzx43flfaifddpftczprcome	514	4	distributed	distribute	VBN
work_zbpzx43flfaifddpftczprcome	514	5	representations	representation	NNS
work_zbpzx43flfaifddpftczprcome	514	6	of	of	IN
work_zbpzx43flfaifddpftczprcome	514	7	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	514	8	with	with	IN
work_zbpzx43flfaifddpftczprcome	514	9	global	global	JJ
work_zbpzx43flfaifddpftczprcome	514	10	context	context	NN
work_zbpzx43flfaifddpftczprcome	514	11	.	.	.
work_zbpzx43flfaifddpftczprcome	515	1	arXiv	arXiv	NNP
work_zbpzx43flfaifddpftczprcome	515	2	preprint	preprint	NN
work_zbpzx43flfaifddpftczprcome	515	3	arXiv:1709.02448	arXiv:1709.02448	NNS
work_zbpzx43flfaifddpftczprcome	515	4	.	.	.
work_zbpzx43flfaifddpftczprcome	516	1	Yan	Yan	NNP
work_zbpzx43flfaifddpftczprcome	516	2	E	E	NNP
work_zbpzx43flfaifddpftczprcome	516	3	,	,	,
work_zbpzx43flfaifddpftczprcome	516	4	Ding	Ding	NNP
work_zbpzx43flfaifddpftczprcome	516	5	Y.	Y.	NNP
work_zbpzx43flfaifddpftczprcome	517	1	2009	2009	CD
work_zbpzx43flfaifddpftczprcome	517	2	.	.	.
work_zbpzx43flfaifddpftczprcome	518	1	Applying	apply	VBG
work_zbpzx43flfaifddpftczprcome	518	2	centrality	centrality	NN
work_zbpzx43flfaifddpftczprcome	518	3	measures	measure	NNS
work_zbpzx43flfaifddpftczprcome	518	4	to	to	TO
work_zbpzx43flfaifddpftczprcome	518	5	impact	impact	VB
work_zbpzx43flfaifddpftczprcome	518	6	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	518	7	:	:	:
work_zbpzx43flfaifddpftczprcome	518	8	a	a	DT
work_zbpzx43flfaifddpftczprcome	518	9	coauthorship	coauthorship	NN
work_zbpzx43flfaifddpftczprcome	518	10	network	network	NN
work_zbpzx43flfaifddpftczprcome	518	11	analysis	analysis	NN
work_zbpzx43flfaifddpftczprcome	518	12	.	.	.
work_zbpzx43flfaifddpftczprcome	519	1	Journal	Journal	NNP
work_zbpzx43flfaifddpftczprcome	519	2	of	of	IN
work_zbpzx43flfaifddpftczprcome	519	3	the	the	DT
work_zbpzx43flfaifddpftczprcome	519	4	American	American	NNP
work_zbpzx43flfaifddpftczprcome	519	5	Society	Society	NNP
work_zbpzx43flfaifddpftczprcome	519	6	for	for	IN
work_zbpzx43flfaifddpftczprcome	519	7	Information	Information	NNP
work_zbpzx43flfaifddpftczprcome	519	8	Science	Science	NNP
work_zbpzx43flfaifddpftczprcome	519	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	519	10	Technology	Technology	NNP
work_zbpzx43flfaifddpftczprcome	519	11	60(10):2107–2118	60(10):2107–2118	CD
work_zbpzx43flfaifddpftczprcome	519	12	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	519	13	10.1002	10.1002	CD
work_zbpzx43flfaifddpftczprcome	519	14	/	/	SYM
work_zbpzx43flfaifddpftczprcome	519	15	asi.21128	asi.21128	NNP
work_zbpzx43flfaifddpftczprcome	519	16	.	.	.
work_zbpzx43flfaifddpftczprcome	520	1	Yan	Yan	NNP
work_zbpzx43flfaifddpftczprcome	520	2	S	S	NNP
work_zbpzx43flfaifddpftczprcome	520	3	,	,	,
work_zbpzx43flfaifddpftczprcome	520	4	Xu	Xu	NNP
work_zbpzx43flfaifddpftczprcome	520	5	D	D	NNP
work_zbpzx43flfaifddpftczprcome	520	6	,	,	,
work_zbpzx43flfaifddpftczprcome	520	7	Zhang	Zhang	NNP
work_zbpzx43flfaifddpftczprcome	520	8	B	B	NNP
work_zbpzx43flfaifddpftczprcome	520	9	,	,	,
work_zbpzx43flfaifddpftczprcome	520	10	Zhang	Zhang	NNP
work_zbpzx43flfaifddpftczprcome	520	11	HJ	HJ	NNP
work_zbpzx43flfaifddpftczprcome	520	12	,	,	,
work_zbpzx43flfaifddpftczprcome	520	13	Yang	Yang	NNP
work_zbpzx43flfaifddpftczprcome	520	14	Q	Q	NNP
work_zbpzx43flfaifddpftczprcome	520	15	,	,	,
work_zbpzx43flfaifddpftczprcome	520	16	Lin	Lin	NNP
work_zbpzx43flfaifddpftczprcome	520	17	S.	S.	NNP
work_zbpzx43flfaifddpftczprcome	520	18	2007	2007	CD
work_zbpzx43flfaifddpftczprcome	520	19	.	.	.
work_zbpzx43flfaifddpftczprcome	521	1	Graph	graph	NN
work_zbpzx43flfaifddpftczprcome	521	2	embedding	embedding	NN
work_zbpzx43flfaifddpftczprcome	521	3	and	and	CC
work_zbpzx43flfaifddpftczprcome	521	4	extensions	extension	NNS
work_zbpzx43flfaifddpftczprcome	521	5	:	:	:
work_zbpzx43flfaifddpftczprcome	521	6	a	a	DT
work_zbpzx43flfaifddpftczprcome	521	7	general	general	JJ
work_zbpzx43flfaifddpftczprcome	521	8	framework	framework	NN
work_zbpzx43flfaifddpftczprcome	521	9	for	for	IN
work_zbpzx43flfaifddpftczprcome	521	10	dimensionality	dimensionality	NN
work_zbpzx43flfaifddpftczprcome	521	11	reduction	reduction	NN
work_zbpzx43flfaifddpftczprcome	521	12	.	.	.
work_zbpzx43flfaifddpftczprcome	522	1	IEEE	IEEE	NNP
work_zbpzx43flfaifddpftczprcome	522	2	Transactions	transaction	NNS
work_zbpzx43flfaifddpftczprcome	522	3	on	on	IN
work_zbpzx43flfaifddpftczprcome	522	4	Pattern	Pattern	NNP
work_zbpzx43flfaifddpftczprcome	522	5	Analysis	Analysis	NNP
work_zbpzx43flfaifddpftczprcome	522	6	and	and	CC
work_zbpzx43flfaifddpftczprcome	522	7	Machine	Machine	NNP
work_zbpzx43flfaifddpftczprcome	522	8	Intelligence	Intelligence	NNP
work_zbpzx43flfaifddpftczprcome	522	9	29(1):40–51	29(1):40–51	CD
work_zbpzx43flfaifddpftczprcome	522	10	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	522	11	10.1109	10.1109	CD
work_zbpzx43flfaifddpftczprcome	522	12	/	/	SYM
work_zbpzx43flfaifddpftczprcome	522	13	tpami.2007.250598	tpami.2007.250598	CD
work_zbpzx43flfaifddpftczprcome	522	14	.	.	.
work_zbpzx43flfaifddpftczprcome	523	1	Yang	Yang	NNP
work_zbpzx43flfaifddpftczprcome	523	2	C	C	NNP
work_zbpzx43flfaifddpftczprcome	523	3	,	,	,
work_zbpzx43flfaifddpftczprcome	523	4	Liu	Liu	NNP
work_zbpzx43flfaifddpftczprcome	523	5	Z	Z	NNP
work_zbpzx43flfaifddpftczprcome	523	6	,	,	,
work_zbpzx43flfaifddpftczprcome	523	7	Zhao	Zhao	NNP
work_zbpzx43flfaifddpftczprcome	523	8	D	D	NNP
work_zbpzx43flfaifddpftczprcome	523	9	,	,	,
work_zbpzx43flfaifddpftczprcome	523	10	Sun	Sun	NNP
work_zbpzx43flfaifddpftczprcome	523	11	M	M	NNP
work_zbpzx43flfaifddpftczprcome	523	12	,	,	,
work_zbpzx43flfaifddpftczprcome	523	13	Chang	Chang	NNP
work_zbpzx43flfaifddpftczprcome	523	14	EY	EY	NNP
work_zbpzx43flfaifddpftczprcome	523	15	.	.	.
work_zbpzx43flfaifddpftczprcome	524	1	2015	2015	CD
work_zbpzx43flfaifddpftczprcome	524	2	.	.	.
work_zbpzx43flfaifddpftczprcome	525	1	Network	network	NN
work_zbpzx43flfaifddpftczprcome	525	2	representation	representation	NN
work_zbpzx43flfaifddpftczprcome	525	3	learning	learn	VBG
work_zbpzx43flfaifddpftczprcome	525	4	with	with	IN
work_zbpzx43flfaifddpftczprcome	525	5	rich	rich	JJ
work_zbpzx43flfaifddpftczprcome	525	6	text	text	NN
work_zbpzx43flfaifddpftczprcome	525	7	information	information	NN
work_zbpzx43flfaifddpftczprcome	525	8	.	.	.
work_zbpzx43flfaifddpftczprcome	526	1	In	in	IN
work_zbpzx43flfaifddpftczprcome	526	2	:	:	:
work_zbpzx43flfaifddpftczprcome	526	3	Proceedings	proceeding	NNS
work_zbpzx43flfaifddpftczprcome	526	4	of	of	IN
work_zbpzx43flfaifddpftczprcome	526	5	the	the	DT
work_zbpzx43flfaifddpftczprcome	526	6	24th	24th	JJ
work_zbpzx43flfaifddpftczprcome	526	7	International	International	NNP
work_zbpzx43flfaifddpftczprcome	526	8	Joint	Joint	NNP
work_zbpzx43flfaifddpftczprcome	526	9	Conference	Conference	NNP
work_zbpzx43flfaifddpftczprcome	526	10	on	on	IN
work_zbpzx43flfaifddpftczprcome	526	11	Artificial	Artificial	NNP
work_zbpzx43flfaifddpftczprcome	526	12	Intelligence	Intelligence	NNP
work_zbpzx43flfaifddpftczprcome	526	13	,	,	,
work_zbpzx43flfaifddpftczprcome	526	14	Palo	Palo	NNP
work_zbpzx43flfaifddpftczprcome	526	15	Alto	Alto	NNP
work_zbpzx43flfaifddpftczprcome	526	16	,	,	,
work_zbpzx43flfaifddpftczprcome	526	17	CA	CA	NNP
work_zbpzx43flfaifddpftczprcome	526	18	,	,	,
work_zbpzx43flfaifddpftczprcome	526	19	USA	USA	NNP
work_zbpzx43flfaifddpftczprcome	526	20	,	,	,
work_zbpzx43flfaifddpftczprcome	526	21	2111–2117	2111–2117	CD
work_zbpzx43flfaifddpftczprcome	526	22	.	.	.
work_zbpzx43flfaifddpftczprcome	527	1	Makarov	Makarov	NNP
work_zbpzx43flfaifddpftczprcome	527	2	et	et	NNP
work_zbpzx43flfaifddpftczprcome	527	3	al	al	NNP
work_zbpzx43flfaifddpftczprcome	527	4	.	.	.
work_zbpzx43flfaifddpftczprcome	528	1	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	528	2	2019	2019	CD
work_zbpzx43flfaifddpftczprcome	528	3	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	528	4	,	,	,
work_zbpzx43flfaifddpftczprcome	528	5	PeerJ	PeerJ	NNP
work_zbpzx43flfaifddpftczprcome	528	6	Comput	Comput	NNP
work_zbpzx43flfaifddpftczprcome	528	7	.	.	.
work_zbpzx43flfaifddpftczprcome	529	1	Sci	Sci	NNP
work_zbpzx43flfaifddpftczprcome	529	2	.	.	NNP
work_zbpzx43flfaifddpftczprcome	529	3	,	,	,
work_zbpzx43flfaifddpftczprcome	529	4	DOI	DOI	NNP
work_zbpzx43flfaifddpftczprcome	529	5	10.7717	10.7717	CD
work_zbpzx43flfaifddpftczprcome	529	6	/	/	SYM
work_zbpzx43flfaifddpftczprcome	529	7	peerj	peerj	NNP
work_zbpzx43flfaifddpftczprcome	529	8	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	529	9	cs.172	cs.172	NNP
work_zbpzx43flfaifddpftczprcome	529	10	20/20	20/20	CD
work_zbpzx43flfaifddpftczprcome	529	11	http://dx.doi.org/10.1007/s10618-010-0210-x	http://dx.doi.org/10.1007/s10618-010-0210-x	NNP
work_zbpzx43flfaifddpftczprcome	529	12	http://dx.doi.org/10.1126/science.290.5500.2319	http://dx.doi.org/10.1126/science.290.5500.2319	NNP
work_zbpzx43flfaifddpftczprcome	529	13	https://doi.org/10.5281/zenodo.288960	https://doi.org/10.5281/zenodo.288960	NN
work_zbpzx43flfaifddpftczprcome	529	14	http://dx.doi.org/10.1007/s11432-014-5237-y	http://dx.doi.org/10.1007/s11432-014-5237-y	NNP
work_zbpzx43flfaifddpftczprcome	529	15	http://dx.doi.org/10.1002/asi.21128	http://dx.doi.org/10.1002/asi.21128	SYM
work_zbpzx43flfaifddpftczprcome	529	16	http://dx.doi.org/10.1109/tpami.2007.250598	http://dx.doi.org/10.1109/tpami.2007.250598	NNP
work_zbpzx43flfaifddpftczprcome	529	17	http://dx.doi.org/10.7717/peerj-cs.172	http://dx.doi.org/10.7717/peerj-cs.172	CD
work_zbpzx43flfaifddpftczprcome	529	18	https://peerj.com/computer-science/	https://peerj.com/computer-science/	NNS
work_zbpzx43flfaifddpftczprcome	529	19	Dual	dual	JJ
work_zbpzx43flfaifddpftczprcome	529	20	network	network	NN
work_zbpzx43flfaifddpftczprcome	529	21	embedding	embed	VBG
work_zbpzx43flfaifddpftczprcome	529	22	for	for	IN
work_zbpzx43flfaifddpftczprcome	529	23	representing	represent	VBG
work_zbpzx43flfaifddpftczprcome	529	24	research	research	NN
work_zbpzx43flfaifddpftczprcome	529	25	interests	interest	NNS
work_zbpzx43flfaifddpftczprcome	529	26	in	in	IN
work_zbpzx43flfaifddpftczprcome	529	27	the	the	DT
work_zbpzx43flfaifddpftczprcome	529	28	link	link	NN
work_zbpzx43flfaifddpftczprcome	529	29	prediction	prediction	NN
work_zbpzx43flfaifddpftczprcome	529	30	problem	problem	NN
work_zbpzx43flfaifddpftczprcome	529	31	on	on	IN
work_zbpzx43flfaifddpftczprcome	529	32	co	co	JJ
work_zbpzx43flfaifddpftczprcome	529	33	-	-	JJ
work_zbpzx43flfaifddpftczprcome	529	34	authorship	authorship	NN
work_zbpzx43flfaifddpftczprcome	529	35	networks	network	NNS
work_zbpzx43flfaifddpftczprcome	529	36	Introduction	introduction	NN
work_zbpzx43flfaifddpftczprcome	529	37	Related	Related	NNP
work_zbpzx43flfaifddpftczprcome	529	38	Work	Work	NNP
work_zbpzx43flfaifddpftczprcome	529	39	Dataset	dataset	NN
work_zbpzx43flfaifddpftczprcome	529	40	Description	description	NN
work_zbpzx43flfaifddpftczprcome	529	41	and	and	CC
work_zbpzx43flfaifddpftczprcome	529	42	Preprocessing	Preprocessing	NNP
work_zbpzx43flfaifddpftczprcome	529	43	Feature	Feature	NNP
work_zbpzx43flfaifddpftczprcome	529	44	Engineering	Engineering	NNP
work_zbpzx43flfaifddpftczprcome	529	45	Link	Link	NNP
work_zbpzx43flfaifddpftczprcome	529	46	Embeddings	Embeddings	NNP
work_zbpzx43flfaifddpftczprcome	529	47	Training	Training	NNP
work_zbpzx43flfaifddpftczprcome	529	48	Model	Model	NNP
work_zbpzx43flfaifddpftczprcome	529	49	Experiments	Experiments	NNPS
work_zbpzx43flfaifddpftczprcome	529	50	for	for	IN
work_zbpzx43flfaifddpftczprcome	529	51	a	a	DT
work_zbpzx43flfaifddpftczprcome	529	52	Large	Large	NNP
work_zbpzx43flfaifddpftczprcome	529	53	Network	Network	NNP
work_zbpzx43flfaifddpftczprcome	529	54	Discussion	Discussion	NNP
work_zbpzx43flfaifddpftczprcome	529	55	Conclusion	Conclusion	NNP
work_zbpzx43flfaifddpftczprcome	529	56	flink10	flink10	VBZ
work_zbpzx43flfaifddpftczprcome	529	57	References	References	NNPS
work_zbpzx43flfaifddpftczprcome	529	58	<	<	XX
work_zbpzx43flfaifddpftczprcome	529	59	<	<	XX
work_zbpzx43flfaifddpftczprcome	529	60	/ASCII85EncodePages	/ASCII85EncodePages	,
work_zbpzx43flfaifddpftczprcome	529	61	false	false	JJ
work_zbpzx43flfaifddpftczprcome	529	62	/AllowTransparency	/allowtransparency	NN
work_zbpzx43flfaifddpftczprcome	529	63	false	false	JJ
work_zbpzx43flfaifddpftczprcome	529	64	/AutoPositionEPSFiles	/AutoPositionEPSFiles	.
work_zbpzx43flfaifddpftczprcome	529	65	true	true	JJ
work_zbpzx43flfaifddpftczprcome	529	66	/AutoRotatePages	/AutoRotatePages	.
work_zbpzx43flfaifddpftczprcome	529	67	/None	/None	NFP
work_zbpzx43flfaifddpftczprcome	529	68	/Binding	/Binding	.
work_zbpzx43flfaifddpftczprcome	529	69	/Left	/Left	.
work_zbpzx43flfaifddpftczprcome	529	70	/CalGrayProfile	/CalGrayProfile	.
work_zbpzx43flfaifddpftczprcome	529	71	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	529	72	Dot	dot	NN
work_zbpzx43flfaifddpftczprcome	529	73	Gain	Gain	NNP
work_zbpzx43flfaifddpftczprcome	529	74	20	20	CD
work_zbpzx43flfaifddpftczprcome	529	75	%	%	NN
work_zbpzx43flfaifddpftczprcome	529	76	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	529	77	/CalRGBProfile	/CalRGBProfile	.
work_zbpzx43flfaifddpftczprcome	529	78	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	529	79	sRGB	srgb	NN
work_zbpzx43flfaifddpftczprcome	529	80	IEC61966	IEC61966	NNP
work_zbpzx43flfaifddpftczprcome	529	81	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	529	82	2.1	2.1	CD
work_zbpzx43flfaifddpftczprcome	529	83	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	529	84	/CalCMYKProfile	/CalCMYKProfile	.
work_zbpzx43flfaifddpftczprcome	529	85	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	529	86	U.S.	U.S.	NNP
work_zbpzx43flfaifddpftczprcome	530	1	Web	web	NN
work_zbpzx43flfaifddpftczprcome	530	2	Coated	Coated	NNP
work_zbpzx43flfaifddpftczprcome	530	3	\050SWOP\051	\050SWOP\051	NNP
work_zbpzx43flfaifddpftczprcome	530	4	v2	v2	NN
work_zbpzx43flfaifddpftczprcome	530	5	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	530	6	/sRGBProfile	/sRGBProfile	.
work_zbpzx43flfaifddpftczprcome	530	7	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	530	8	sRGB	srgb	NN
work_zbpzx43flfaifddpftczprcome	530	9	IEC61966	IEC61966	NNP
work_zbpzx43flfaifddpftczprcome	530	10	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	530	11	2.1	2.1	CD
work_zbpzx43flfaifddpftczprcome	530	12	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	530	13	/CannotEmbedFontPolicy	/CannotEmbedFontPolicy	.
work_zbpzx43flfaifddpftczprcome	530	14	/Warning	/Warning	NFP
work_zbpzx43flfaifddpftczprcome	530	15	/CompatibilityLevel	/compatibilitylevel	NN
work_zbpzx43flfaifddpftczprcome	530	16	1.4	1.4	CD
work_zbpzx43flfaifddpftczprcome	530	17	/CompressObjects	/CompressObjects	.
work_zbpzx43flfaifddpftczprcome	530	18	/Off	/Off	.
work_zbpzx43flfaifddpftczprcome	530	19	/CompressPages	/CompressPages	.
work_zbpzx43flfaifddpftczprcome	530	20	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	21	/ConvertImagesToIndexed	/ConvertImagesToIndexed	.
work_zbpzx43flfaifddpftczprcome	530	22	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	23	/PassThroughJPEGImages	/PassThroughJPEGImages	.
work_zbpzx43flfaifddpftczprcome	530	24	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	25	/CreateJobTicket	/createjobticket	NN
work_zbpzx43flfaifddpftczprcome	530	26	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	27	/DefaultRenderingIntent	/DefaultRenderingIntent	NFP
work_zbpzx43flfaifddpftczprcome	530	28	/Default	/Default	.
work_zbpzx43flfaifddpftczprcome	530	29	/DetectBlends	/DetectBlends	NFP
work_zbpzx43flfaifddpftczprcome	530	30	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	31	/DetectCurves	/DetectCurves	.
work_zbpzx43flfaifddpftczprcome	530	32	0.0000	0.0000	CD
work_zbpzx43flfaifddpftczprcome	530	33	/ColorConversionStrategy	/ColorConversionStrategy	.
work_zbpzx43flfaifddpftczprcome	530	34	/LeaveColorUnchanged	/LeaveColorUnchanged	.
work_zbpzx43flfaifddpftczprcome	530	35	/DoThumbnails	/DoThumbnails	NNP
work_zbpzx43flfaifddpftczprcome	530	36	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	37	/EmbedAllFonts	/embedallfont	NNS
work_zbpzx43flfaifddpftczprcome	530	38	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	39	/EmbedOpenType	/EmbedOpenType	.
work_zbpzx43flfaifddpftczprcome	530	40	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	41	/ParseICCProfilesInComments	/ParseICCProfilesInComments	.
work_zbpzx43flfaifddpftczprcome	530	42	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	43	/EmbedJobOptions	/embedjoboption	NNS
work_zbpzx43flfaifddpftczprcome	530	44	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	45	/DSCReportingLevel	/DSCReportingLevel	.
work_zbpzx43flfaifddpftczprcome	530	46	0	0	NFP
work_zbpzx43flfaifddpftczprcome	530	47	/EmitDSCWarnings	/EmitDSCWarnings	.
work_zbpzx43flfaifddpftczprcome	530	48	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	49	/EndPage	/endpage	NN
work_zbpzx43flfaifddpftczprcome	530	50	-1	-1	.
work_zbpzx43flfaifddpftczprcome	530	51	/ImageMemory	/imagememory	NN
work_zbpzx43flfaifddpftczprcome	530	52	1048576	1048576	CD
work_zbpzx43flfaifddpftczprcome	530	53	/LockDistillerParams	/lockdistillerparams	CD
work_zbpzx43flfaifddpftczprcome	530	54	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	55	/MaxSubsetPct	/MaxSubsetPct	NNP
work_zbpzx43flfaifddpftczprcome	530	56	100	100	CD
work_zbpzx43flfaifddpftczprcome	530	57	/Optimize	/optimize	VBP
work_zbpzx43flfaifddpftczprcome	530	58	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	59	/OPM	/OPM	.
work_zbpzx43flfaifddpftczprcome	530	60	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	61	/ParseDSCComments	/ParseDSCComments	.
work_zbpzx43flfaifddpftczprcome	530	62	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	63	/ParseDSCCommentsForDocInfo	/ParseDSCCommentsForDocInfo	.
work_zbpzx43flfaifddpftczprcome	530	64	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	65	/PreserveCopyPage	/PreserveCopyPage	.
work_zbpzx43flfaifddpftczprcome	530	66	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	67	/PreserveDICMYKValues	/PreserveDICMYKValues	.
work_zbpzx43flfaifddpftczprcome	530	68	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	69	/PreserveEPSInfo	/PreserveEPSInfo	.
work_zbpzx43flfaifddpftczprcome	530	70	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	71	/PreserveFlatness	/PreserveFlatness	.
work_zbpzx43flfaifddpftczprcome	530	72	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	73	/PreserveHalftoneInfo	/preservehalftoneinfo	CD
work_zbpzx43flfaifddpftczprcome	530	74	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	75	/PreserveOPIComments	/PreserveOPIComments	,
work_zbpzx43flfaifddpftczprcome	530	76	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	77	/PreserveOverprintSettings	/PreserveOverprintSettings	.
work_zbpzx43flfaifddpftczprcome	530	78	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	79	/StartPage	/StartPage	:
work_zbpzx43flfaifddpftczprcome	530	80	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	81	/SubsetFonts	/subsetfonts	CD
work_zbpzx43flfaifddpftczprcome	530	82	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	83	/TransferFunctionInfo	/TransferFunctionInfo	.
work_zbpzx43flfaifddpftczprcome	530	84	/Apply	/apply	JJ
work_zbpzx43flfaifddpftczprcome	530	85	/UCRandBGInfo	/UCRandBGInfo	.
work_zbpzx43flfaifddpftczprcome	530	86	/Preserve	/Preserve	:
work_zbpzx43flfaifddpftczprcome	530	87	/UsePrologue	/UsePrologue	NFP
work_zbpzx43flfaifddpftczprcome	530	88	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	89	/ColorSettingsFile	/ColorSettingsFile	.
work_zbpzx43flfaifddpftczprcome	530	90	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	530	91	None	none	NN
work_zbpzx43flfaifddpftczprcome	530	92	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	530	93	/AlwaysEmbed	/alwaysembed	VB
work_zbpzx43flfaifddpftczprcome	530	94	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	95	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	96	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	97	/NeverEmbed	/neverembe	VBN
work_zbpzx43flfaifddpftczprcome	530	98	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	99	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	100	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	101	/AntiAliasColorImages	/AntiAliasColorImages	NFP
work_zbpzx43flfaifddpftczprcome	530	102	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	103	/CropColorImages	/cropcolorimage	NNS
work_zbpzx43flfaifddpftczprcome	530	104	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	105	/ColorImageMinResolution	/colorimageminresolution	NN
work_zbpzx43flfaifddpftczprcome	530	106	300	300	CD
work_zbpzx43flfaifddpftczprcome	530	107	/ColorImageMinResolutionPolicy	/colorimageminresolutionpolicy	SYM
work_zbpzx43flfaifddpftczprcome	530	108	/OK	/OK	.
work_zbpzx43flfaifddpftczprcome	530	109	/DownsampleColorImages	/DownsampleColorImages	NFP
work_zbpzx43flfaifddpftczprcome	530	110	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	111	/ColorImageDownsampleType	/ColorImageDownsampleType	NNS
work_zbpzx43flfaifddpftczprcome	530	112	/Average	/Average	.
work_zbpzx43flfaifddpftczprcome	530	113	/ColorImageResolution	/ColorImageResolution	NFP
work_zbpzx43flfaifddpftczprcome	530	114	300	300	CD
work_zbpzx43flfaifddpftczprcome	530	115	/ColorImageDepth	/colorimagedepth	SYM
work_zbpzx43flfaifddpftczprcome	530	116	8	8	CD
work_zbpzx43flfaifddpftczprcome	530	117	/ColorImageMinDownsampleDepth	/colorimagemindownsampledepth	SYM
work_zbpzx43flfaifddpftczprcome	530	118	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	119	/ColorImageDownsampleThreshold	/colorimagedownsamplethreshold	SYM
work_zbpzx43flfaifddpftczprcome	530	120	1.50000	1.50000	CD
work_zbpzx43flfaifddpftczprcome	530	121	/EncodeColorImages	/EncodeColorImages	.
work_zbpzx43flfaifddpftczprcome	530	122	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	123	/ColorImageFilter	/ColorImageFilter	.
work_zbpzx43flfaifddpftczprcome	530	124	/FlateEncode	/FlateEncode	NFP
work_zbpzx43flfaifddpftczprcome	530	125	/AutoFilterColorImages	/AutoFilterColorImages	NFP
work_zbpzx43flfaifddpftczprcome	530	126	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	127	/ColorImageAutoFilterStrategy	/ColorImageAutoFilterStrategy	NNP
work_zbpzx43flfaifddpftczprcome	530	128	/JPEG	/JPEG	.
work_zbpzx43flfaifddpftczprcome	530	129	/ColorACSImageDict	/ColorACSImageDict	NNP
work_zbpzx43flfaifddpftczprcome	530	130	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	131	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	132	/QFactor	/qfactor	XX
work_zbpzx43flfaifddpftczprcome	530	133	0.15	0.15	CD
work_zbpzx43flfaifddpftczprcome	530	134	/HSamples	/HSamples	.
work_zbpzx43flfaifddpftczprcome	530	135	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	136	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	137	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	138	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	139	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	140	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	141	/VSamples	/VSamples	.
work_zbpzx43flfaifddpftczprcome	530	142	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	143	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	144	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	145	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	146	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	147	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	148	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	149	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	150	/ColorImageDict	/ColorImageDict	.
work_zbpzx43flfaifddpftczprcome	530	151	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	152	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	153	/QFactor	/qfactor	XX
work_zbpzx43flfaifddpftczprcome	530	154	0.15	0.15	CD
work_zbpzx43flfaifddpftczprcome	530	155	/HSamples	/HSamples	.
work_zbpzx43flfaifddpftczprcome	530	156	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	157	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	158	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	159	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	160	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	161	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	162	/VSamples	/VSamples	.
work_zbpzx43flfaifddpftczprcome	530	163	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	164	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	165	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	166	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	167	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	168	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	169	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	170	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	171	/JPEG2000ColorACSImageDict	/JPEG2000ColorACSImageDict	NFP
work_zbpzx43flfaifddpftczprcome	530	172	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	173	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	174	/TileWidth	/TileWidth	NFP
work_zbpzx43flfaifddpftczprcome	530	175	256	256	CD
work_zbpzx43flfaifddpftczprcome	530	176	/TileHeight	/tileheight	SYM
work_zbpzx43flfaifddpftczprcome	530	177	256	256	CD
work_zbpzx43flfaifddpftczprcome	530	178	/Quality	/quality	SYM
work_zbpzx43flfaifddpftczprcome	530	179	30	30	CD
work_zbpzx43flfaifddpftczprcome	530	180	>	>	NN
work_zbpzx43flfaifddpftczprcome	530	181	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	182	/JPEG2000ColorImageDict	/JPEG2000ColorImageDict	NFP
work_zbpzx43flfaifddpftczprcome	530	183	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	184	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	185	/TileWidth	/TileWidth	NFP
work_zbpzx43flfaifddpftczprcome	530	186	256	256	CD
work_zbpzx43flfaifddpftczprcome	530	187	/TileHeight	/tileheight	SYM
work_zbpzx43flfaifddpftczprcome	530	188	256	256	CD
work_zbpzx43flfaifddpftczprcome	530	189	/Quality	/quality	SYM
work_zbpzx43flfaifddpftczprcome	530	190	30	30	CD
work_zbpzx43flfaifddpftczprcome	530	191	>	>	NN
work_zbpzx43flfaifddpftczprcome	530	192	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	193	/AntiAliasGrayImages	/AntiAliasGrayImages	:
work_zbpzx43flfaifddpftczprcome	530	194	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	195	/CropGrayImages	/CropGrayImages	.
work_zbpzx43flfaifddpftczprcome	530	196	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	197	/GrayImageMinResolution	/GrayImageMinResolution	:
work_zbpzx43flfaifddpftczprcome	530	198	300	300	CD
work_zbpzx43flfaifddpftczprcome	530	199	/GrayImageMinResolutionPolicy	/grayimageminresolutionpolicy	CD
work_zbpzx43flfaifddpftczprcome	530	200	/OK	/OK	.
work_zbpzx43flfaifddpftczprcome	530	201	/DownsampleGrayImages	/DownsampleGrayImages	,
work_zbpzx43flfaifddpftczprcome	530	202	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	203	/GrayImageDownsampleType	/GrayImageDownsampleType	.
work_zbpzx43flfaifddpftczprcome	530	204	/Average	/average	NN
work_zbpzx43flfaifddpftczprcome	530	205	/GrayImageResolution	/GrayImageResolution	NFP
work_zbpzx43flfaifddpftczprcome	530	206	300	300	CD
work_zbpzx43flfaifddpftczprcome	530	207	/GrayImageDepth	/grayimagedepth	SYM
work_zbpzx43flfaifddpftczprcome	530	208	8	8	CD
work_zbpzx43flfaifddpftczprcome	530	209	/GrayImageMinDownsampleDepth	/grayimagemindownsampledepth	SYM
work_zbpzx43flfaifddpftczprcome	530	210	2	2	CD
work_zbpzx43flfaifddpftczprcome	530	211	/GrayImageDownsampleThreshold	/grayimagedownsamplethreshold	SYM
work_zbpzx43flfaifddpftczprcome	530	212	1.50000	1.50000	CD
work_zbpzx43flfaifddpftczprcome	530	213	/EncodeGrayImages	/encodegrayimages	CD
work_zbpzx43flfaifddpftczprcome	530	214	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	215	/GrayImageFilter	/GrayImageFilter	NFP
work_zbpzx43flfaifddpftczprcome	530	216	/FlateEncode	/flateencode	NN
work_zbpzx43flfaifddpftczprcome	530	217	/AutoFilterGrayImages	/AutoFilterGrayImages	,
work_zbpzx43flfaifddpftczprcome	530	218	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	219	/GrayImageAutoFilterStrategy	/grayimageautofilterstrategy	CD
work_zbpzx43flfaifddpftczprcome	530	220	/JPEG	/JPEG	NFP
work_zbpzx43flfaifddpftczprcome	530	221	/GrayACSImageDict	/GrayACSImageDict	NFP
work_zbpzx43flfaifddpftczprcome	530	222	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	223	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	224	/QFactor	/qfactor	XX
work_zbpzx43flfaifddpftczprcome	530	225	0.15	0.15	CD
work_zbpzx43flfaifddpftczprcome	530	226	/HSamples	/HSamples	.
work_zbpzx43flfaifddpftczprcome	530	227	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	228	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	229	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	230	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	231	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	232	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	233	/VSamples	/VSamples	.
work_zbpzx43flfaifddpftczprcome	530	234	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	235	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	236	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	237	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	238	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	239	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	240	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	241	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	242	/GrayImageDict	/GrayImageDict	NFP
work_zbpzx43flfaifddpftczprcome	530	243	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	244	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	245	/QFactor	/qfactor	XX
work_zbpzx43flfaifddpftczprcome	530	246	0.15	0.15	CD
work_zbpzx43flfaifddpftczprcome	530	247	/HSamples	/HSamples	.
work_zbpzx43flfaifddpftczprcome	530	248	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	249	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	250	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	251	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	252	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	253	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	254	/VSamples	/VSamples	.
work_zbpzx43flfaifddpftczprcome	530	255	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	256	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	257	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	258	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	259	1	1	CD
work_zbpzx43flfaifddpftczprcome	530	260	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	261	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	262	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	263	/JPEG2000GrayACSImageDict	/JPEG2000GrayACSImageDict	NFP
work_zbpzx43flfaifddpftczprcome	530	264	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	265	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	266	/TileWidth	/TileWidth	NFP
work_zbpzx43flfaifddpftczprcome	530	267	256	256	CD
work_zbpzx43flfaifddpftczprcome	530	268	/TileHeight	/tileheight	SYM
work_zbpzx43flfaifddpftczprcome	530	269	256	256	CD
work_zbpzx43flfaifddpftczprcome	530	270	/Quality	/quality	SYM
work_zbpzx43flfaifddpftczprcome	530	271	30	30	CD
work_zbpzx43flfaifddpftczprcome	530	272	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	273	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	274	/JPEG2000GrayImageDict	/JPEG2000GrayImageDict	NNP
work_zbpzx43flfaifddpftczprcome	530	275	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	276	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	277	/TileWidth	/TileWidth	NFP
work_zbpzx43flfaifddpftczprcome	530	278	256	256	CD
work_zbpzx43flfaifddpftczprcome	530	279	/TileHeight	/tileheight	SYM
work_zbpzx43flfaifddpftczprcome	530	280	256	256	CD
work_zbpzx43flfaifddpftczprcome	530	281	/Quality	/quality	SYM
work_zbpzx43flfaifddpftczprcome	530	282	30	30	CD
work_zbpzx43flfaifddpftczprcome	530	283	>	>	NN
work_zbpzx43flfaifddpftczprcome	530	284	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	285	/AntiAliasMonoImages	/AntiAliasMonoImages	:
work_zbpzx43flfaifddpftczprcome	530	286	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	287	/CropMonoImages	/CropMonoImages	.
work_zbpzx43flfaifddpftczprcome	530	288	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	289	/MonoImageMinResolution	/MonoImageMinResolution	NFP
work_zbpzx43flfaifddpftczprcome	530	290	1200	1200	CD
work_zbpzx43flfaifddpftczprcome	530	291	/MonoImageMinResolutionPolicy	/MonoImageMinResolutionPolicy	NFP
work_zbpzx43flfaifddpftczprcome	530	292	/OK	/OK	,
work_zbpzx43flfaifddpftczprcome	530	293	/DownsampleMonoImages	/DownsampleMonoImages	NFP
work_zbpzx43flfaifddpftczprcome	530	294	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	295	/MonoImageDownsampleType	/MonoImageDownsampleType	,
work_zbpzx43flfaifddpftczprcome	530	296	/Average	/average	NN
work_zbpzx43flfaifddpftczprcome	530	297	/MonoImageResolution	/MonoImageResolution	NFP
work_zbpzx43flfaifddpftczprcome	530	298	1200	1200	CD
work_zbpzx43flfaifddpftczprcome	530	299	/MonoImageDepth	/monoimagedepth	SYM
work_zbpzx43flfaifddpftczprcome	530	300	-1	-1	.
work_zbpzx43flfaifddpftczprcome	530	301	/MonoImageDownsampleThreshold	/MonoImageDownsampleThreshold	NFP
work_zbpzx43flfaifddpftczprcome	530	302	1.50000	1.50000	CD
work_zbpzx43flfaifddpftczprcome	530	303	/EncodeMonoImages	/EncodeMonoImages	.
work_zbpzx43flfaifddpftczprcome	530	304	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	305	/MonoImageFilter	/MonoImageFilter	NFP
work_zbpzx43flfaifddpftczprcome	530	306	/CCITTFaxEncode	/CCITTFaxEncode	.
work_zbpzx43flfaifddpftczprcome	530	307	/MonoImageDict	/MonoImageDict	NFP
work_zbpzx43flfaifddpftczprcome	530	308	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	309	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	310	/K	/K	.
work_zbpzx43flfaifddpftczprcome	530	311	-1	-1	.
work_zbpzx43flfaifddpftczprcome	530	312	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	313	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	314	/AllowPSXObjects	/AllowPSXObjects	:
work_zbpzx43flfaifddpftczprcome	530	315	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	316	/CheckCompliance	/CheckCompliance	NFP
work_zbpzx43flfaifddpftczprcome	530	317	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	318	/None	/None	NFP
work_zbpzx43flfaifddpftczprcome	530	319	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	320	/PDFX1aCheck	/PDFX1aCheck	NFP
work_zbpzx43flfaifddpftczprcome	530	321	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	322	/PDFX3Check	/PDFX3Check	NNP
work_zbpzx43flfaifddpftczprcome	530	323	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	324	/PDFXCompliantPDFOnly	/PDFXCompliantPDFOnly	,
work_zbpzx43flfaifddpftczprcome	530	325	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	326	/PDFXNoTrimBoxError	/PDFXNoTrimBoxError	.
work_zbpzx43flfaifddpftczprcome	530	327	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	328	/PDFXTrimBoxToMediaBoxOffset	/PDFXTrimBoxToMediaBoxOffset	.
work_zbpzx43flfaifddpftczprcome	530	329	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	330	0.00000	0.00000	CD
work_zbpzx43flfaifddpftczprcome	530	331	0.00000	0.00000	CD
work_zbpzx43flfaifddpftczprcome	530	332	0.00000	0.00000	CD
work_zbpzx43flfaifddpftczprcome	530	333	0.00000	0.00000	CD
work_zbpzx43flfaifddpftczprcome	530	334	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	335	/PDFXSetBleedBoxToMediaBox	/PDFXSetBleedBoxToMediaBox	.
work_zbpzx43flfaifddpftczprcome	530	336	true	true	JJ
work_zbpzx43flfaifddpftczprcome	530	337	/PDFXBleedBoxToTrimBoxOffset	/PDFXBleedBoxToTrimBoxOffset	.
work_zbpzx43flfaifddpftczprcome	530	338	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	530	339	0.00000	0.00000	CD
work_zbpzx43flfaifddpftczprcome	530	340	0.00000	0.00000	CD
work_zbpzx43flfaifddpftczprcome	530	341	0.00000	0.00000	CD
work_zbpzx43flfaifddpftczprcome	530	342	0.00000	0.00000	CD
work_zbpzx43flfaifddpftczprcome	530	343	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	530	344	/PDFXOutputIntentProfile	/PDFXOutputIntentProfile	.
work_zbpzx43flfaifddpftczprcome	530	345	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	530	346	None	none	NN
work_zbpzx43flfaifddpftczprcome	530	347	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	530	348	/PDFXOutputConditionIdentifier	/PDFXOutputConditionIdentifier	NFP
work_zbpzx43flfaifddpftczprcome	530	349	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	530	350	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	530	351	/PDFXOutputCondition	/PDFXOutputCondition	.
work_zbpzx43flfaifddpftczprcome	530	352	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	530	353	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	530	354	/PDFXRegistryName	/PDFXRegistryName	NFP
work_zbpzx43flfaifddpftczprcome	530	355	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	530	356	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	530	357	/PDFXTrapped	/PDFXTrapped	NFP
work_zbpzx43flfaifddpftczprcome	530	358	/False	/False	:
work_zbpzx43flfaifddpftczprcome	530	359	/CreateJDFFile	/CreateJDFFile	,
work_zbpzx43flfaifddpftczprcome	530	360	false	false	JJ
work_zbpzx43flfaifddpftczprcome	530	361	/Description	/description	NN
work_zbpzx43flfaifddpftczprcome	530	362	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	363	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	364	/CHS	/CHS	.
work_zbpzx43flfaifddpftczprcome	530	365	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	366	FEFF4f7f75288fd94e9b8bbe5b9a521b5efa7684002000500044004600206587686353ef901a8fc7684c976262535370673a548c002000700072006f006f00660065007200208fdb884c9ad88d2891cf62535370300260a853ef4ee54f7f75280020004100630072006f0062006100740020548c002000410064006f00620065002000520065006100640065007200200035002e003000204ee553ca66f49ad87248672c676562535f00521b5efa768400200050004400460020658768633002	FEFF4f7f75288fd94e9b8bbe5b9a521b5efa7684002000500044004600206587686353ef901a8fc7684c976262535370673a548c002000700072006f006f00660065007200208fdb884c9ad88d2891cf62535370300260a853ef4ee54f7f75280020004100630072006f0062006100740020548c002000410064006f00620065002000520065006100640065007200200035002e003000204ee553ca66f49ad87248672c676562535f00521b5efa768400200050004400460020658768633002	NNP
work_zbpzx43flfaifddpftczprcome	530	367	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	368	/CHT	/CHT	.
work_zbpzx43flfaifddpftczprcome	530	369	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	370	FEFF4f7f752890194e9b8a2d7f6e5efa7acb7684002000410064006f006200650020005000440046002065874ef653ef5728684c9762537088686a5f548c002000700072006f006f00660065007200204e0a73725f979ad854c18cea7684521753706548679c300260a853ef4ee54f7f75280020004100630072006f0062006100740020548c002000410064006f00620065002000520065006100640065007200200035002e003000204ee553ca66f49ad87248672c4f86958b555f5df25efa7acb76840020005000440046002065874ef63002	FEFF4f7f752890194e9b8a2d7f6e5efa7acb7684002000410064006f006200650020005000440046002065874ef653ef5728684c9762537088686a5f548c002000700072006f006f00660065007200204e0a73725f979ad854c18cea7684521753706548679c300260a853ef4ee54f7f75280020004100630072006f0062006100740020548c002000410064006f00620065002000520065006100640065007200200035002e003000204ee553ca66f49ad87248672c4f86958b555f5df25efa7acb76840020005000440046002065874ef63002	NNP
work_zbpzx43flfaifddpftczprcome	530	371	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	372	/DAN	/DAN	.
work_zbpzx43flfaifddpftczprcome	530	373	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	374	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	NNP
work_zbpzx43flfaifddpftczprcome	530	375	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	376	/DEU	/DEU	.
work_zbpzx43flfaifddpftczprcome	530	377	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	378	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	NNP
work_zbpzx43flfaifddpftczprcome	530	379	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	380	/ESP	/ESP	.
work_zbpzx43flfaifddpftczprcome	530	381	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	382	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	NNP
work_zbpzx43flfaifddpftczprcome	530	383	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	384	/FRA	/FRA	.
work_zbpzx43flfaifddpftczprcome	530	385	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	386	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	NNP
work_zbpzx43flfaifddpftczprcome	530	387	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	388	/ITA	/ITA	.
work_zbpzx43flfaifddpftczprcome	530	389	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	390	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	IN
work_zbpzx43flfaifddpftczprcome	530	391	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	392	/JPN	/JPN	.
work_zbpzx43flfaifddpftczprcome	530	393	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	394	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	NNP
work_zbpzx43flfaifddpftczprcome	530	395	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	396	/KOR	/KOR	.
work_zbpzx43flfaifddpftczprcome	530	397	<	<	XX
work_zbpzx43flfaifddpftczprcome	530	398	FEFFc7740020c124c815c7440020c0acc6a9d558c5ec0020b370c2a4d06cd0d10020d504b9b0d1300020bc0f0020ad50c815ae30c5d0c11c0020ace0d488c9c8b85c0020c778c1c4d560002000410064006f0062006500200050004400460020bb38c11cb97c0020c791c131d569b2c8b2e4002e0020c774b807ac8c0020c791c131b41c00200050004400460020bb38c11cb2940020004100630072006f0062006100740020bc0f002000410064006f00620065002000520065006100640065007200200035002e00300020c774c0c1c5d0c11c0020c5f40020c2180020c788c2b5b2c8b2e4002e	FEFFc7740020c124c815c7440020c0acc6a9d558c5ec0020b370c2a4d06cd0d10020d504b9b0d1300020bc0f0020ad50c815ae30c5d0c11c0020ace0d488c9c8b85c0020c778c1c4d560002000410064006f0062006500200050004400460020bb38c11cb97c0020c791c131d569b2c8b2e4002e0020c774b807ac8c0020c791c131b41c00200050004400460020bb38c11cb2940020004100630072006f0062006100740020bc0f002000410064006f00620065002000520065006100640065007200200035002e00300020c774c0c1c5d0c11c0020c5f40020c2180020c788c2b5b2c8b2e4002e	NNP
work_zbpzx43flfaifddpftczprcome	530	399	>	>	XX
work_zbpzx43flfaifddpftczprcome	530	400	/NLD	/NLD	.
work_zbpzx43flfaifddpftczprcome	530	401	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	530	402	Gebruik	Gebruik	NNP
work_zbpzx43flfaifddpftczprcome	530	403	deze	deze	JJ
work_zbpzx43flfaifddpftczprcome	530	404	instellingen	instellingen	NN
work_zbpzx43flfaifddpftczprcome	530	405	om	om	NNP
work_zbpzx43flfaifddpftczprcome	530	406	Adobe	Adobe	NNP
work_zbpzx43flfaifddpftczprcome	530	407	PDF	PDF	NNP
work_zbpzx43flfaifddpftczprcome	530	408	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	530	409	documenten	documenten	VBN
work_zbpzx43flfaifddpftczprcome	530	410	te	te	NNP
work_zbpzx43flfaifddpftczprcome	530	411	maken	maken	NNP
work_zbpzx43flfaifddpftczprcome	530	412	voor	voor	NNP
work_zbpzx43flfaifddpftczprcome	530	413	kwaliteitsafdrukken	kwaliteitsafdrukken	NNP
work_zbpzx43flfaifddpftczprcome	530	414	op	op	NN
work_zbpzx43flfaifddpftczprcome	530	415	desktopprinters	desktopprinter	NNS
work_zbpzx43flfaifddpftczprcome	530	416	en	en	IN
work_zbpzx43flfaifddpftczprcome	530	417	proofers	proofer	NNS
work_zbpzx43flfaifddpftczprcome	530	418	.	.	.
work_zbpzx43flfaifddpftczprcome	531	1	De	De	NNP
work_zbpzx43flfaifddpftczprcome	531	2	gemaakte	gemaakte	NNP
work_zbpzx43flfaifddpftczprcome	531	3	PDF	PDF	NNP
work_zbpzx43flfaifddpftczprcome	531	4	-	-	HYPH
work_zbpzx43flfaifddpftczprcome	531	5	documenten	documenten	VBN
work_zbpzx43flfaifddpftczprcome	531	6	kunnen	kunnen	NNP
work_zbpzx43flfaifddpftczprcome	531	7	worden	worden	JJ
work_zbpzx43flfaifddpftczprcome	531	8	geopend	geopend	NN
work_zbpzx43flfaifddpftczprcome	531	9	met	meet	VBD
work_zbpzx43flfaifddpftczprcome	531	10	Acrobat	Acrobat	NNP
work_zbpzx43flfaifddpftczprcome	531	11	en	en	IN
work_zbpzx43flfaifddpftczprcome	531	12	Adobe	Adobe	NNP
work_zbpzx43flfaifddpftczprcome	531	13	Reader	Reader	NNP
work_zbpzx43flfaifddpftczprcome	531	14	5.0	5.0	CD
work_zbpzx43flfaifddpftczprcome	531	15	en	en	NN
work_zbpzx43flfaifddpftczprcome	531	16	hoger	hoger	NN
work_zbpzx43flfaifddpftczprcome	531	17	.	.	.
work_zbpzx43flfaifddpftczprcome	531	18	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	532	1	/NOR	/NOR	NFP
work_zbpzx43flfaifddpftczprcome	532	2	<	<	XX
work_zbpzx43flfaifddpftczprcome	532	3	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	JJ
work_zbpzx43flfaifddpftczprcome	532	4	>	>	NN
work_zbpzx43flfaifddpftczprcome	532	5	/PTB	/PTB	.
work_zbpzx43flfaifddpftczprcome	532	6	<	<	XX
work_zbpzx43flfaifddpftczprcome	532	7	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	NNP
work_zbpzx43flfaifddpftczprcome	532	8	>	>	XX
work_zbpzx43flfaifddpftczprcome	532	9	/SUO	/suo	FW
work_zbpzx43flfaifddpftczprcome	532	10	<	<	XX
work_zbpzx43flfaifddpftczprcome	532	11	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	NNP
work_zbpzx43flfaifddpftczprcome	532	12	>	>	XX
work_zbpzx43flfaifddpftczprcome	532	13	/SVE	/SVE	.
work_zbpzx43flfaifddpftczprcome	532	14	<	<	XX
work_zbpzx43flfaifddpftczprcome	532	15	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	NNP
work_zbpzx43flfaifddpftczprcome	532	16	>	>	XX
work_zbpzx43flfaifddpftczprcome	532	17	/ENU	/ENU	.
work_zbpzx43flfaifddpftczprcome	532	18	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	532	19	Use	use	VB
work_zbpzx43flfaifddpftczprcome	532	20	these	these	DT
work_zbpzx43flfaifddpftczprcome	532	21	settings	setting	NNS
work_zbpzx43flfaifddpftczprcome	532	22	to	to	TO
work_zbpzx43flfaifddpftczprcome	532	23	create	create	VB
work_zbpzx43flfaifddpftczprcome	532	24	Adobe	Adobe	NNP
work_zbpzx43flfaifddpftczprcome	532	25	PDF	PDF	NNP
work_zbpzx43flfaifddpftczprcome	532	26	documents	document	NNS
work_zbpzx43flfaifddpftczprcome	532	27	for	for	IN
work_zbpzx43flfaifddpftczprcome	532	28	quality	quality	NN
work_zbpzx43flfaifddpftczprcome	532	29	printing	print	VBG
work_zbpzx43flfaifddpftczprcome	532	30	on	on	IN
work_zbpzx43flfaifddpftczprcome	532	31	desktop	desktop	NN
work_zbpzx43flfaifddpftczprcome	532	32	printers	printer	NNS
work_zbpzx43flfaifddpftczprcome	532	33	and	and	CC
work_zbpzx43flfaifddpftczprcome	532	34	proofers	proofer	NNS
work_zbpzx43flfaifddpftczprcome	532	35	.	.	.
work_zbpzx43flfaifddpftczprcome	533	1	Created	create	VBN
work_zbpzx43flfaifddpftczprcome	533	2	PDF	PDF	NNP
work_zbpzx43flfaifddpftczprcome	533	3	documents	document	NNS
work_zbpzx43flfaifddpftczprcome	533	4	can	can	MD
work_zbpzx43flfaifddpftczprcome	533	5	be	be	VB
work_zbpzx43flfaifddpftczprcome	533	6	opened	open	VBN
work_zbpzx43flfaifddpftczprcome	533	7	with	with	IN
work_zbpzx43flfaifddpftczprcome	533	8	Acrobat	Acrobat	NNP
work_zbpzx43flfaifddpftczprcome	533	9	and	and	CC
work_zbpzx43flfaifddpftczprcome	533	10	Adobe	Adobe	NNP
work_zbpzx43flfaifddpftczprcome	533	11	Reader	Reader	NNP
work_zbpzx43flfaifddpftczprcome	533	12	5.0	5.0	CD
work_zbpzx43flfaifddpftczprcome	533	13	and	and	CC
work_zbpzx43flfaifddpftczprcome	533	14	later	later	RB
work_zbpzx43flfaifddpftczprcome	533	15	.	.	.
work_zbpzx43flfaifddpftczprcome	533	16	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	1	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	2	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	3	/Namespace	/namespace	XX
work_zbpzx43flfaifddpftczprcome	534	4	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	534	5	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	6	Adobe	Adobe	NNP
work_zbpzx43flfaifddpftczprcome	534	7	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	8	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	9	Common	Common	NNP
work_zbpzx43flfaifddpftczprcome	534	10	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	11	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	12	1.0	1.0	CD
work_zbpzx43flfaifddpftczprcome	534	13	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	14	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	534	15	/OtherNamespaces	/OtherNamespaces	NFP
work_zbpzx43flfaifddpftczprcome	534	16	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	534	17	<	<	XX
work_zbpzx43flfaifddpftczprcome	534	18	<	<	XX
work_zbpzx43flfaifddpftczprcome	534	19	/AsReaderSpreads	/AsReaderSpreads	,
work_zbpzx43flfaifddpftczprcome	534	20	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	21	/CropImagesToFrames	/CropImagesToFrames	NNP
work_zbpzx43flfaifddpftczprcome	534	22	true	true	JJ
work_zbpzx43flfaifddpftczprcome	534	23	/ErrorControl	/ErrorControl	.
work_zbpzx43flfaifddpftczprcome	534	24	/WarnAndContinue	/WarnAndContinue	.
work_zbpzx43flfaifddpftczprcome	534	25	/FlattenerIgnoreSpreadOverrides	/FlattenerIgnoreSpreadOverrides	NFP
work_zbpzx43flfaifddpftczprcome	534	26	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	27	/IncludeGuidesGrids	/IncludeGuidesGrids	,
work_zbpzx43flfaifddpftczprcome	534	28	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	29	/IncludeNonPrinting	/includenonprinte	VBG
work_zbpzx43flfaifddpftczprcome	534	30	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	31	/IncludeSlug	/IncludeSlug	,
work_zbpzx43flfaifddpftczprcome	534	32	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	33	/Namespace	/namespace	NN
work_zbpzx43flfaifddpftczprcome	534	34	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	534	35	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	36	Adobe	Adobe	NNP
work_zbpzx43flfaifddpftczprcome	534	37	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	38	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	39	InDesign	InDesign	NNP
work_zbpzx43flfaifddpftczprcome	534	40	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	41	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	42	4.0	4.0	CD
work_zbpzx43flfaifddpftczprcome	534	43	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	44	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	534	45	/OmitPlacedBitmaps	/OmitPlacedBitmaps	NFP
work_zbpzx43flfaifddpftczprcome	534	46	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	47	/OmitPlacedEPS	/OmitPlacedEPS	NFP
work_zbpzx43flfaifddpftczprcome	534	48	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	49	/OmitPlacedPDF	/OmitPlacedPDF	NFP
work_zbpzx43flfaifddpftczprcome	534	50	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	51	/SimulateOverprint	/SimulateOverprint	NFP
work_zbpzx43flfaifddpftczprcome	534	52	/Legacy	/Legacy	.
work_zbpzx43flfaifddpftczprcome	534	53	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	54	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	55	<	<	XX
work_zbpzx43flfaifddpftczprcome	534	56	<	<	XX
work_zbpzx43flfaifddpftczprcome	534	57	/AddBleedMarks	/AddBleedMarks	,
work_zbpzx43flfaifddpftczprcome	534	58	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	59	/AddColorBars	/AddColorBars	:
work_zbpzx43flfaifddpftczprcome	534	60	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	61	/AddCropMarks	/AddCropMarks	,
work_zbpzx43flfaifddpftczprcome	534	62	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	63	/AddPageInfo	/AddPageInfo	,
work_zbpzx43flfaifddpftczprcome	534	64	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	65	/AddRegMarks	/AddRegMarks	,
work_zbpzx43flfaifddpftczprcome	534	66	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	67	/ConvertColors	/convertcolors	NN
work_zbpzx43flfaifddpftczprcome	534	68	/NoConversion	/NoConversion	,
work_zbpzx43flfaifddpftczprcome	534	69	/DestinationProfileName	/DestinationProfileName	.
work_zbpzx43flfaifddpftczprcome	534	70	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	71	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	72	/DestinationProfileSelector	/DestinationProfileSelector	NFP
work_zbpzx43flfaifddpftczprcome	534	73	/NA	/NA	.
work_zbpzx43flfaifddpftczprcome	534	74	/Downsample16BitImages	/Downsample16BitImages	,
work_zbpzx43flfaifddpftczprcome	534	75	true	true	JJ
work_zbpzx43flfaifddpftczprcome	534	76	/FlattenerPreset	/FlattenerPreset	.
work_zbpzx43flfaifddpftczprcome	534	77	<	<	XX
work_zbpzx43flfaifddpftczprcome	534	78	<	<	XX
work_zbpzx43flfaifddpftczprcome	534	79	/PresetSelector	/presetselector	NN
work_zbpzx43flfaifddpftczprcome	534	80	/MediumResolution	/MediumResolution	.
work_zbpzx43flfaifddpftczprcome	534	81	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	82	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	83	/FormElements	/formelement	NNS
work_zbpzx43flfaifddpftczprcome	534	84	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	85	/GenerateStructure	/generatestructure	NN
work_zbpzx43flfaifddpftczprcome	534	86	true	true	JJ
work_zbpzx43flfaifddpftczprcome	534	87	/IncludeBookmarks	/IncludeBookmarks	.
work_zbpzx43flfaifddpftczprcome	534	88	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	89	/IncludeHyperlinks	/includehyperlinks	NN
work_zbpzx43flfaifddpftczprcome	534	90	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	91	/IncludeInteractive	/includeinteractive	JJ
work_zbpzx43flfaifddpftczprcome	534	92	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	93	/IncludeLayers	/IncludeLayers	,
work_zbpzx43flfaifddpftczprcome	534	94	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	95	/IncludeProfiles	/IncludeProfiles	.
work_zbpzx43flfaifddpftczprcome	534	96	true	true	JJ
work_zbpzx43flfaifddpftczprcome	534	97	/MultimediaHandling	/multimediahandling	NN
work_zbpzx43flfaifddpftczprcome	534	98	/UseObjectSettings	/UseObjectSettings	.
work_zbpzx43flfaifddpftczprcome	534	99	/Namespace	/Namespace	.
work_zbpzx43flfaifddpftczprcome	534	100	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	534	101	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	102	Adobe	Adobe	NNP
work_zbpzx43flfaifddpftczprcome	534	103	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	104	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	105	CreativeSuite	CreativeSuite	NNP
work_zbpzx43flfaifddpftczprcome	534	106	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	107	(	(	-LRB-
work_zbpzx43flfaifddpftczprcome	534	108	2.0	2.0	CD
work_zbpzx43flfaifddpftczprcome	534	109	)	)	-RRB-
work_zbpzx43flfaifddpftczprcome	534	110	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	534	111	/PDFXOutputIntentProfileSelector	/pdfxoutputintentprofileselector	NN
work_zbpzx43flfaifddpftczprcome	534	112	/NA	/NA	.
work_zbpzx43flfaifddpftczprcome	534	113	/PreserveEditing	/preserveedite	VBG
work_zbpzx43flfaifddpftczprcome	534	114	true	true	JJ
work_zbpzx43flfaifddpftczprcome	534	115	/UntaggedCMYKHandling	/untaggedcmykhandling	JJ
work_zbpzx43flfaifddpftczprcome	534	116	/LeaveUntagged	/leaveuntagged	PRP$
work_zbpzx43flfaifddpftczprcome	534	117	/UntaggedRGBHandling	/untaggedrgbhandle	VBG
work_zbpzx43flfaifddpftczprcome	534	118	/LeaveUntagged	/leaveuntagged	UH
work_zbpzx43flfaifddpftczprcome	534	119	/UseDocumentBleed	/UseDocumentBleed	,
work_zbpzx43flfaifddpftczprcome	534	120	false	false	JJ
work_zbpzx43flfaifddpftczprcome	534	121	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	122	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	123	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	534	124	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	125	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	126	setdistillerparams	setdistillerparam	NNS
work_zbpzx43flfaifddpftczprcome	534	127	<	<	XX
work_zbpzx43flfaifddpftczprcome	534	128	<	<	XX
work_zbpzx43flfaifddpftczprcome	534	129	/HWResolution	/HWResolution	NNP
work_zbpzx43flfaifddpftczprcome	534	130	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	534	131	2400	2400	CD
work_zbpzx43flfaifddpftczprcome	534	132	2400	2400	CD
work_zbpzx43flfaifddpftczprcome	534	133	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	534	134	/PageSize	/PageSize	.
work_zbpzx43flfaifddpftczprcome	534	135	[	[	-LRB-
work_zbpzx43flfaifddpftczprcome	534	136	612.000	612.000	CD
work_zbpzx43flfaifddpftczprcome	534	137	792.000	792.000	CD
work_zbpzx43flfaifddpftczprcome	534	138	]	]	-RRB-
work_zbpzx43flfaifddpftczprcome	534	139	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	140	>	>	XX
work_zbpzx43flfaifddpftczprcome	534	141	setpagedevice	setpagedevice	NN