id	sid	tid	token	lemma	pos
qj72p556t40	1	1	the	the	DET
qj72p556t40	1	2	connections	connection	NOUN
qj72p556t40	1	3	between	between	ADP
qj72p556t40	1	4	individuals	individual	NOUN
qj72p556t40	1	5	form	form	VERB
qj72p556t40	1	6	the	the	DET
qj72p556t40	1	7	structural	structural	ADJ
qj72p556t40	1	8	backbone	backbone	NOUN
qj72p556t40	1	9	of	of	ADP
qj72p556t40	1	10	human	human	ADJ
qj72p556t40	1	11	societies	society	NOUN
qj72p556t40	1	12	,	,	PUNCT
qj72p556t40	1	13	which	which	PRON
qj72p556t40	1	14	manifest	manifest	VERB
qj72p556t40	1	15	as	as	ADP
qj72p556t40	1	16	networks	network	NOUN
qj72p556t40	1	17	.	.	PUNCT
qj72p556t40	2	1	in	in	ADP
qj72p556t40	2	2	a	a	DET
qj72p556t40	2	3	network	network	NOUN
qj72p556t40	2	4	sense	sense	NOUN
qj72p556t40	2	5	,	,	PUNCT
qj72p556t40	2	6	individuals	individual	NOUN
qj72p556t40	2	7	matter	matter	VERB
qj72p556t40	2	8	in	in	ADP
qj72p556t40	2	9	the	the	DET
qj72p556t40	2	10	ways	way	NOUN
qj72p556t40	2	11	in	in	ADP
qj72p556t40	2	12	which	which	PRON
qj72p556t40	2	13	their	their	PRON
qj72p556t40	2	14	unique	unique	ADJ
qj72p556t40	2	15	demographic	demographic	ADJ
qj72p556t40	2	16	attributes	attribute	NOUN
qj72p556t40	2	17	and	and	CCONJ
qj72p556t40	2	18	diverse	diverse	ADJ
qj72p556t40	2	19	interactions	interaction	NOUN
qj72p556t40	2	20	activate	activate	VERB
qj72p556t40	2	21	the	the	DET
qj72p556t40	2	22	emergence	emergence	NOUN
qj72p556t40	2	23	of	of	ADP
qj72p556t40	2	24	new	new	ADJ
qj72p556t40	2	25	phenomena	phenomenon	NOUN
qj72p556t40	2	26	at	at	ADP
qj72p556t40	2	27	larger	large	ADJ
qj72p556t40	2	28	,	,	PUNCT
qj72p556t40	2	29	societal	societal	ADJ
qj72p556t40	2	30	levels	level	NOUN
qj72p556t40	2	31	.	.	PUNCT
qj72p556t40	3	1	accordingly	accordingly	ADV
qj72p556t40	3	2	,	,	PUNCT
qj72p556t40	3	3	this	this	DET
qj72p556t40	3	4	thesis	thesis	NOUN
qj72p556t40	3	5	develops	develop	VERB
qj72p556t40	3	6	computational	computational	ADJ
qj72p556t40	3	7	models	model	NOUN
qj72p556t40	3	8	to	to	ADP
qj72p556t40	3	9	investigating	investigate	VERB
qj72p556t40	3	10	the	the	DET
qj72p556t40	3	11	ways	way	NOUN
qj72p556t40	3	12	that	that	PRON
qj72p556t40	3	13	individuals	individual	NOUN
qj72p556t40	3	14	are	be	AUX
qj72p556t40	3	15	embedded	embed	VERB
qj72p556t40	3	16	in	in	ADP
qj72p556t40	3	17	and	and	CCONJ
qj72p556t40	3	18	interact	interact	VERB
qj72p556t40	3	19	within	within	ADP
qj72p556t40	3	20	a	a	DET
qj72p556t40	3	21	wide	wide	ADJ
qj72p556t40	3	22	range	range	NOUN
qj72p556t40	3	23	of	of	ADP
qj72p556t40	3	24	over	over	ADP
qj72p556t40	3	25	one	one	NUM
qj72p556t40	3	26	hundred	hundred	NUM
qj72p556t40	3	27	big	big	ADJ
qj72p556t40	3	28	networks	network	NOUN
qj72p556t40	3	29	---	---	PUNCT
qj72p556t40	3	30	the	the	DET
qj72p556t40	3	31	biggest	big	ADJ
qj72p556t40	3	32	with	with	ADP
qj72p556t40	3	33	over	over	ADP
qj72p556t40	3	34	60	60	NUM
qj72p556t40	3	35	million	million	NUM
qj72p556t40	3	36	nodes	node	NOUN
qj72p556t40	3	37	and	and	CCONJ
qj72p556t40	3	38	1.8	1.8	NUM
qj72p556t40	3	39	billion	billion	NUM
qj72p556t40	3	40	edges	edge	NOUN
qj72p556t40	3	41	---	---	PUNCT
qj72p556t40	3	42	with	with	ADP
qj72p556t40	3	43	an	an	DET
qj72p556t40	3	44	emphasis	emphasis	NOUN
qj72p556t40	3	45	on	on	ADP
qj72p556t40	3	46	two	two	NUM
qj72p556t40	3	47	fundamental	fundamental	ADJ
qj72p556t40	3	48	and	and	CCONJ
qj72p556t40	3	49	interconnected	interconnected	ADJ
qj72p556t40	3	50	directions	direction	NOUN
qj72p556t40	3	51	:	:	PUNCT
qj72p556t40	3	52	user	user	NOUN
qj72p556t40	3	53	demographics	demographic	NOUN
qj72p556t40	3	54	and	and	CCONJ
qj72p556t40	3	55	network	network	NOUN
qj72p556t40	3	56	diversity.work	diversity.work	NOUN
qj72p556t40	3	57	in	in	ADP
qj72p556t40	3	58	this	this	DET
qj72p556t40	3	59	thesis	thesis	NOUN
qj72p556t40	3	60	in	in	ADP
qj72p556t40	3	61	the	the	DET
qj72p556t40	3	62	direction	direction	NOUN
qj72p556t40	3	63	of	of	ADP
qj72p556t40	3	64	demographics	demographic	NOUN
qj72p556t40	3	65	unveils	unveil	VERB
qj72p556t40	3	66	the	the	DET
qj72p556t40	3	67	social	social	ADJ
qj72p556t40	3	68	strategies	strategy	NOUN
qj72p556t40	3	69	that	that	PRON
qj72p556t40	3	70	are	be	AUX
qj72p556t40	3	71	used	use	VERB
qj72p556t40	3	72	to	to	PART
qj72p556t40	3	73	satisfy	satisfy	VERB
qj72p556t40	3	74	human	human	ADJ
qj72p556t40	3	75	social	social	ADJ
qj72p556t40	3	76	needs	need	NOUN
qj72p556t40	3	77	evolve	evolve	VERB
qj72p556t40	3	78	across	across	ADP
qj72p556t40	3	79	the	the	DET
qj72p556t40	3	80	lifespan	lifespan	NOUN
qj72p556t40	3	81	,	,	PUNCT
qj72p556t40	3	82	examines	examine	VERB
qj72p556t40	3	83	how	how	SCONJ
qj72p556t40	3	84	males	male	NOUN
qj72p556t40	3	85	and	and	CCONJ
qj72p556t40	3	86	females	female	NOUN
qj72p556t40	3	87	build	build	VERB
qj72p556t40	3	88	and	and	CCONJ
qj72p556t40	3	89	maintain	maintain	VERB
qj72p556t40	3	90	similar	similar	ADJ
qj72p556t40	3	91	or	or	CCONJ
qj72p556t40	3	92	dissimilar	dissimilar	ADJ
qj72p556t40	3	93	social	social	ADJ
qj72p556t40	3	94	circles	circle	NOUN
qj72p556t40	3	95	,	,	PUNCT
qj72p556t40	3	96	and	and	CCONJ
qj72p556t40	3	97	reveals	reveal	VERB
qj72p556t40	3	98	how	how	SCONJ
qj72p556t40	3	99	classical	classical	ADJ
qj72p556t40	3	100	social	social	ADJ
qj72p556t40	3	101	theories	theory	NOUN
qj72p556t40	3	102	---	---	PUNCT
qj72p556t40	3	103	such	such	ADJ
qj72p556t40	3	104	as	as	ADP
qj72p556t40	3	105	weak	weak	ADJ
qj72p556t40	3	106	/	/	SYM
qj72p556t40	3	107	strong	strong	ADJ
qj72p556t40	3	108	ties	tie	NOUN
qj72p556t40	3	109	,	,	PUNCT
qj72p556t40	3	110	social	social	ADJ
qj72p556t40	3	111	balance	balance	NOUN
qj72p556t40	3	112	,	,	PUNCT
qj72p556t40	3	113	and	and	CCONJ
qj72p556t40	3	114	small	small	ADJ
qj72p556t40	3	115	worlds	world	NOUN
qj72p556t40	3	116	---	---	PUNCT
qj72p556t40	3	117	are	be	AUX
qj72p556t40	3	118	influenced	influence	VERB
qj72p556t40	3	119	in	in	ADP
qj72p556t40	3	120	the	the	DET
qj72p556t40	3	121	context	context	NOUN
qj72p556t40	3	122	of	of	ADP
qj72p556t40	3	123	digitally	digitally	ADV
qj72p556t40	3	124	recorded	record	VERB
qj72p556t40	3	125	big	big	ADJ
qj72p556t40	3	126	networks	network	NOUN
qj72p556t40	3	127	coupled	couple	VERB
qj72p556t40	3	128	with	with	ADP
qj72p556t40	3	129	socio	socio	NOUN
qj72p556t40	3	130	-	-	NOUN
qj72p556t40	3	131	demographics	demographic	NOUN
qj72p556t40	3	132	.	.	PUNCT
qj72p556t40	4	1	our	our	PRON
qj72p556t40	4	2	work	work	NOUN
qj72p556t40	4	3	on	on	ADP
qj72p556t40	4	4	demographics	demographic	NOUN
qj72p556t40	4	5	also	also	ADV
qj72p556t40	4	6	develops	develop	VERB
qj72p556t40	4	7	scalable	scalable	ADJ
qj72p556t40	4	8	graphical	graphical	ADJ
qj72p556t40	4	9	models	model	NOUN
qj72p556t40	4	10	that	that	PRON
qj72p556t40	4	11	are	be	AUX
qj72p556t40	4	12	capable	capable	ADJ
qj72p556t40	4	13	of	of	ADP
qj72p556t40	4	14	incorporating	incorporate	VERB
qj72p556t40	4	15	structured	structure	VERB
qj72p556t40	4	16	discoveries	discovery	NOUN
qj72p556t40	4	17	(	(	PUNCT
qj72p556t40	4	18	features	feature	NOUN
qj72p556t40	4	19	)	)	PUNCT
qj72p556t40	4	20	,	,	PUNCT
qj72p556t40	4	21	facilitating	facilitate	VERB
qj72p556t40	4	22	conventional	conventional	ADJ
qj72p556t40	4	23	data	datum	NOUN
qj72p556t40	4	24	mining	mining	NOUN
qj72p556t40	4	25	tasks	task	NOUN
qj72p556t40	4	26	in	in	ADP
qj72p556t40	4	27	networks	network	NOUN
qj72p556t40	4	28	.	.	PUNCT
qj72p556t40	5	1	work	work	NOUN
qj72p556t40	5	2	in	in	ADP
qj72p556t40	5	3	this	this	DET
qj72p556t40	5	4	part	part	NOUN
qj72p556t40	5	5	demonstrates	demonstrate	VERB
qj72p556t40	5	6	the	the	DET
qj72p556t40	5	7	predictability	predictability	NOUN
qj72p556t40	5	8	of	of	ADP
qj72p556t40	5	9	user	user	NOUN
qj72p556t40	5	10	demographic	demographic	ADJ
qj72p556t40	5	11	attributes	attribute	VERB
qj72p556t40	5	12	from	from	ADP
qj72p556t40	5	13	networked	networked	ADJ
qj72p556t40	5	14	systems	system	NOUN
qj72p556t40	5	15	,	,	PUNCT
qj72p556t40	5	16	enabling	enable	VERB
qj72p556t40	5	17	the	the	DET
qj72p556t40	5	18	potential	potential	NOUN
qj72p556t40	5	19	for	for	ADP
qj72p556t40	5	20	precision	precision	NOUN
qj72p556t40	5	21	marketing	marketing	NOUN
qj72p556t40	5	22	and	and	CCONJ
qj72p556t40	5	23	business	business	NOUN
qj72p556t40	5	24	intelligence	intelligence	NOUN
qj72p556t40	5	25	in	in	ADP
qj72p556t40	5	26	social	social	ADJ
qj72p556t40	5	27	networking	networking	NOUN
qj72p556t40	5	28	services	service	NOUN
qj72p556t40	5	29	.	.	PUNCT
qj72p556t40	6	1	work	work	NOUN
qj72p556t40	6	2	in	in	ADP
qj72p556t40	6	3	this	this	DET
qj72p556t40	6	4	thesis	thesis	NOUN
qj72p556t40	6	5	in	in	ADP
qj72p556t40	6	6	the	the	DET
qj72p556t40	6	7	direction	direction	NOUN
qj72p556t40	6	8	of	of	ADP
qj72p556t40	6	9	diversity	diversity	NOUN
qj72p556t40	6	10	examines	examine	VERB
qj72p556t40	6	11	how	how	SCONJ
qj72p556t40	6	12	the	the	DET
qj72p556t40	6	13	diverse	diverse	ADJ
qj72p556t40	6	14	structures	structure	NOUN
qj72p556t40	6	15	of	of	ADP
qj72p556t40	6	16	common	common	ADJ
qj72p556t40	6	17	neighborhood	neighborhood	NOUN
qj72p556t40	6	18	influence	influence	NOUN
qj72p556t40	6	19	link	link	NOUN
qj72p556t40	6	20	formation	formation	NOUN
qj72p556t40	6	21	locally	locally	ADV
qj72p556t40	6	22	and	and	CCONJ
qj72p556t40	6	23	network	network	NOUN
qj72p556t40	6	24	organization	organization	NOUN
qj72p556t40	6	25	globally	globally	ADV
qj72p556t40	6	26	,	,	PUNCT
qj72p556t40	6	27	how	how	SCONJ
qj72p556t40	6	28	this	this	DET
qj72p556t40	6	29	influence	influence	NOUN
qj72p556t40	6	30	varies	vary	VERB
qj72p556t40	6	31	across	across	ADP
qj72p556t40	6	32	different	different	ADJ
qj72p556t40	6	33	types	type	NOUN
qj72p556t40	6	34	of	of	ADP
qj72p556t40	6	35	social	social	ADJ
qj72p556t40	6	36	and	and	CCONJ
qj72p556t40	6	37	information	information	NOUN
qj72p556t40	6	38	networks	network	NOUN
qj72p556t40	6	39	,	,	PUNCT
qj72p556t40	6	40	and	and	CCONJ
qj72p556t40	6	41	how	how	SCONJ
qj72p556t40	6	42	it	it	PRON
qj72p556t40	6	43	concords	concord	VERB
qj72p556t40	6	44	or	or	CCONJ
qj72p556t40	6	45	conflicts	conflict	NOUN
qj72p556t40	6	46	with	with	ADP
qj72p556t40	6	47	the	the	DET
qj72p556t40	6	48	principle	principle	NOUN
qj72p556t40	6	49	of	of	ADP
qj72p556t40	6	50	homophily	homophily	ADV
qj72p556t40	6	51	.	.	PUNCT
qj72p556t40	7	1	work	work	VERB
qj72p556t40	7	2	in	in	ADP
qj72p556t40	7	3	this	this	DET
qj72p556t40	7	4	direction	direction	NOUN
qj72p556t40	7	5	reveals	reveal	VERB
qj72p556t40	7	6	how	how	SCONJ
qj72p556t40	7	7	topic	topic	NOUN
qj72p556t40	7	8	diversity	diversity	NOUN
qj72p556t40	7	9	---	---	PUNCT
qj72p556t40	7	10	in	in	ADP
qj72p556t40	7	11	contrast	contrast	NOUN
qj72p556t40	7	12	to	to	ADP
qj72p556t40	7	13	authority	authority	NOUN
qj72p556t40	7	14	and	and	CCONJ
qj72p556t40	7	15	popularity	popularity	NOUN
qj72p556t40	7	16	---	---	PUNCT
qj72p556t40	7	17	drives	drive	VERB
qj72p556t40	7	18	the	the	DET
qj72p556t40	7	19	growth	growth	NOUN
qj72p556t40	7	20	of	of	ADP
qj72p556t40	7	21	impact	impact	NOUN
qj72p556t40	7	22	in	in	ADP
qj72p556t40	7	23	academic	academic	ADJ
qj72p556t40	7	24	collaboration	collaboration	NOUN
qj72p556t40	7	25	and	and	CCONJ
qj72p556t40	7	26	citation	citation	NOUN
qj72p556t40	7	27	networks	network	NOUN
qj72p556t40	7	28	as	as	ADV
qj72p556t40	7	29	well	well	ADV
qj72p556t40	7	30	.	.	PUNCT
qj72p556t40	8	1	finally	finally	ADV
qj72p556t40	8	2	,	,	PUNCT
qj72p556t40	8	3	our	our	PRON
qj72p556t40	8	4	work	work	NOUN
qj72p556t40	8	5	on	on	ADP
qj72p556t40	8	6	diversity	diversity	NOUN
qj72p556t40	8	7	presents	present	VERB
qj72p556t40	8	8	neural	neural	ADJ
qj72p556t40	8	9	network	network	NOUN
qj72p556t40	8	10	based	base	VERB
qj72p556t40	8	11	representation	representation	NOUN
qj72p556t40	8	12	learning	learning	NOUN
qj72p556t40	8	13	models	model	NOUN
qj72p556t40	8	14	for	for	ADP
qj72p556t40	8	15	embedding	embed	VERB
qj72p556t40	8	16	heterogeneous	heterogeneous	ADJ
qj72p556t40	8	17	networks	network	NOUN
qj72p556t40	8	18	in	in	ADP
qj72p556t40	8	19	which	which	PRON
qj72p556t40	8	20	there	there	PRON
qj72p556t40	8	21	exist	exist	VERB
qj72p556t40	8	22	diverse	diverse	ADJ
qj72p556t40	8	23	types	type	NOUN
qj72p556t40	8	24	of	of	ADP
qj72p556t40	8	25	nodes	node	NOUN
qj72p556t40	8	26	and	and	CCONJ
qj72p556t40	8	27	edges	edge	NOUN
qj72p556t40	8	28	,	,	PUNCT
qj72p556t40	8	29	giving	give	VERB
qj72p556t40	8	30	rise	rise	NOUN
qj72p556t40	8	31	to	to	ADP
qj72p556t40	8	32	important	important	ADJ
qj72p556t40	8	33	implications	implication	NOUN
qj72p556t40	8	34	for	for	ADP
qj72p556t40	8	35	traditional	traditional	ADJ
qj72p556t40	8	36	mining	mining	NOUN
qj72p556t40	8	37	and	and	CCONJ
qj72p556t40	8	38	learning	learning	NOUN
qj72p556t40	8	39	tasks	task	NOUN
qj72p556t40	8	40	in	in	ADP
qj72p556t40	8	41	heterogeneous	heterogeneous	ADJ
qj72p556t40	8	42	network	network	NOUN
qj72p556t40	8	43	data	datum	NOUN
qj72p556t40	8	44	,	,	PUNCT
qj72p556t40	8	45	including	include	VERB
qj72p556t40	8	46	similarity	similarity	NOUN
qj72p556t40	8	47	search	search	NOUN
qj72p556t40	8	48	,	,	PUNCT
qj72p556t40	8	49	clustering	clustering	NOUN
qj72p556t40	8	50	,	,	PUNCT
qj72p556t40	8	51	and	and	CCONJ
qj72p556t40	8	52	classification	classification	NOUN
qj72p556t40	8	53	.	.	PUNCT