id	sid	tid	token	lemma	pos
ital-13279	1	1	text	text	NOUN
ital-13279	1	2	analysis	analysis	NOUN
ital-13279	1	3	and	and	CCONJ
ital-13279	1	4	visualization	visualization	NOUN
ital-13279	1	5	research	research	NOUN
ital-13279	1	6	on	on	ADP
ital-13279	1	7	the	the	DET
ital-13279	1	8	hetu	hetu	PROPN
ital-13279	1	9	dangse	dangse	PROPN
ital-13279	1	10	during	during	ADP
ital-13279	1	11	the	the	DET
ital-13279	1	12	qing	qing	PROPN
ital-13279	1	13	dynasty	dynasty	NOUN
ital-13279	1	14	of	of	ADP
ital-13279	1	15	china	china	PROPN
ital-13279	1	16	article	article	PROPN
ital-13279	1	17	text	text	NOUN
ital-13279	1	18	analysis	analysis	NOUN
ital-13279	1	19	and	and	CCONJ
ital-13279	1	20	visualization	visualization	NOUN
ital-13279	1	21	research	research	NOUN
ital-13279	1	22	on	on	ADP
ital-13279	1	23	the	the	DET
ital-13279	1	24	hetu	hetu	PROPN
ital-13279	1	25	dangse	dangse	PROPN
ital-13279	1	26	during	during	ADP
ital-13279	1	27	the	the	DET
ital-13279	1	28	qing	qing	PROPN
ital-13279	1	29	dynasty	dynasty	NOUN
ital-13279	1	30	of	of	ADP
ital-13279	1	31	china	china	PROPN
ital-13279	1	32	zhiyu	zhiyu	PROPN
ital-13279	1	33	wang	wang	PROPN
ital-13279	1	34	,	,	PUNCT
ital-13279	1	35	jingyu	jingyu	PROPN
ital-13279	1	36	wu	wu	PROPN
ital-13279	1	37	,	,	PUNCT
ital-13279	1	38	guang	guang	PROPN
ital-13279	1	39	yu	yu	PROPN
ital-13279	1	40	,	,	PUNCT
ital-13279	1	41	and	and	CCONJ
ital-13279	1	42	zhiping	zhipe	VERB
ital-13279	1	43	song	song	NOUN
ital-13279	1	44	information	information	NOUN
ital-13279	1	45	technology	technology	NOUN
ital-13279	1	46	and	and	CCONJ
ital-13279	1	47	libraries	library	NOUN
ital-13279	2	1	|	|	NOUN
ital-13279	2	2	september	september	PROPN
ital-13279	2	3	2021	2021	NUM
ital-13279	2	4	https://doi.org/10.6017/ital.v40i3.13279	https://doi.org/10.6017/ital.v40i3.13279	NOUN
ital-13279	2	5	zhiyu	zhiyu	PROPN
ital-13279	2	6	wang	wang	PROPN
ital-13279	2	7	(	(	PUNCT
ital-13279	2	8	mikemike248@gmail.com	mikemike248@gmail.com	X
ital-13279	2	9	)	)	PUNCT
ital-13279	2	10	is	be	AUX
ital-13279	2	11	phd	phd	NOUN
ital-13279	2	12	candidate	candidate	NOUN
ital-13279	2	13	,	,	PUNCT
ital-13279	2	14	school	school	NOUN
ital-13279	2	15	of	of	ADP
ital-13279	2	16	management	management	NOUN
ital-13279	2	17	,	,	PUNCT
ital-13279	2	18	harbin	harbin	PROPN
ital-13279	2	19	institute	institute	PROPN
ital-13279	2	20	of	of	ADP
ital-13279	2	21	technology	technology	PROPN
ital-13279	2	22	and	and	CCONJ
ital-13279	2	23	associate	associate	ADJ
ital-13279	2	24	professor	professor	NOUN
ital-13279	2	25	,	,	PUNCT
ital-13279	2	26	school	school	NOUN
ital-13279	2	27	of	of	ADP
ital-13279	2	28	history	history	NOUN
ital-13279	2	29	,	,	PUNCT
ital-13279	2	30	liaoning	liaone	VERB
ital-13279	2	31	university	university	NOUN
ital-13279	2	32	.	.	PUNCT
ital-13279	3	1	jingyu	jingyu	PROPN
ital-13279	3	2	wu	wu	PROPN
ital-13279	3	3	(	(	PUNCT
ital-13279	3	4	734665532@qq.com	734665532@qq.com	NUM
ital-13279	3	5	)	)	PUNCT
ital-13279	3	6	is	be	AUX
ital-13279	3	7	graduate	graduate	NOUN
ital-13279	3	8	student	student	NOUN
ital-13279	3	9	,	,	PUNCT
ital-13279	3	10	school	school	NOUN
ital-13279	3	11	of	of	ADP
ital-13279	3	12	history	history	NOUN
ital-13279	3	13	,	,	PUNCT
ital-13279	3	14	liaoning	liaone	VERB
ital-13279	3	15	university	university	PROPN
ital-13279	3	16	.	.	PUNCT
ital-13279	4	1	guang	guang	PROPN
ital-13279	4	2	yu	yu	PROPN
ital-13279	4	3	(	(	PUNCT
ital-13279	4	4	yug@hit.edu.cn	yug@hit.edu.cn	PROPN
ital-13279	4	5	)	)	PUNCT
ital-13279	4	6	is	be	AUX
ital-13279	4	7	professor	professor	NOUN
ital-13279	4	8	,	,	PUNCT
ital-13279	4	9	school	school	NOUN
ital-13279	4	10	of	of	ADP
ital-13279	4	11	management	management	NOUN
ital-13279	4	12	,	,	PUNCT
ital-13279	4	13	harbin	harbin	PROPN
ital-13279	4	14	institute	institute	PROPN
ital-13279	4	15	of	of	ADP
ital-13279	4	16	technology	technology	PROPN
ital-13279	4	17	.	.	PUNCT
ital-13279	5	1	zhiping	zhipe	VERB
ital-13279	5	2	song	song	NOUN
ital-13279	5	3	(	(	PUNCT
ital-13279	5	4	1367123893@qq.com	1367123893@qq.com	NUM
ital-13279	5	5	)	)	PUNCT
ital-13279	5	6	is	be	AUX
ital-13279	5	7	graduate	graduate	NOUN
ital-13279	5	8	student	student	NOUN
ital-13279	5	9	,	,	PUNCT
ital-13279	5	10	school	school	NOUN
ital-13279	5	11	of	of	ADP
ital-13279	5	12	history	history	NOUN
ital-13279	5	13	,	,	PUNCT
ital-13279	5	14	liaoning	liaone	VERB
ital-13279	5	15	university	university	NOUN
ital-13279	5	16	.	.	PUNCT
ital-13279	6	1	©	©	NOUN
ital-13279	6	2	2021	2021	NUM
ital-13279	6	3	.	.	PUNCT
ital-13279	7	1	abstract	abstract	ADJ
ital-13279	7	2	in	in	ADP
ital-13279	7	3	traditional	traditional	ADJ
ital-13279	7	4	historical	historical	ADJ
ital-13279	7	5	research	research	NOUN
ital-13279	7	6	,	,	PUNCT
ital-13279	7	7	interpreting	interpret	VERB
ital-13279	7	8	historical	historical	ADJ
ital-13279	7	9	documents	document	NOUN
ital-13279	7	10	subjectively	subjectively	ADV
ital-13279	7	11	and	and	CCONJ
ital-13279	7	12	manually	manually	ADV
ital-13279	7	13	causes	cause	VERB
ital-13279	7	14	problems	problem	NOUN
ital-13279	7	15	such	such	ADJ
ital-13279	7	16	as	as	ADP
ital-13279	7	17	one	one	NUM
ital-13279	7	18	-	-	PUNCT
ital-13279	7	19	sided	sided	ADJ
ital-13279	7	20	understanding	understanding	NOUN
ital-13279	7	21	,	,	PUNCT
ital-13279	7	22	selective	selective	ADJ
ital-13279	7	23	analysis	analysis	NOUN
ital-13279	7	24	,	,	PUNCT
ital-13279	7	25	and	and	CCONJ
ital-13279	7	26	one	one	NUM
ital-13279	7	27	-	-	PUNCT
ital-13279	7	28	way	way	NOUN
ital-13279	7	29	knowledge	knowledge	NOUN
ital-13279	7	30	connection	connection	NOUN
ital-13279	7	31	.	.	PUNCT
ital-13279	8	1	in	in	ADP
ital-13279	8	2	this	this	DET
ital-13279	8	3	study	study	NOUN
ital-13279	8	4	,	,	PUNCT
ital-13279	8	5	we	we	PRON
ital-13279	8	6	aim	aim	VERB
ital-13279	8	7	to	to	PART
ital-13279	8	8	use	use	VERB
ital-13279	8	9	machine	machine	NOUN
ital-13279	8	10	learning	learning	NOUN
ital-13279	8	11	to	to	PART
ital-13279	8	12	automatically	automatically	ADV
ital-13279	8	13	analyze	analyze	VERB
ital-13279	8	14	and	and	CCONJ
ital-13279	8	15	explore	explore	VERB
ital-13279	8	16	historical	historical	ADJ
ital-13279	8	17	documents	document	NOUN
ital-13279	8	18	from	from	ADP
ital-13279	8	19	a	a	DET
ital-13279	8	20	text	text	NOUN
ital-13279	8	21	analysis	analysis	NOUN
ital-13279	8	22	and	and	CCONJ
ital-13279	8	23	visualization	visualization	NOUN
ital-13279	8	24	perspective	perspective	NOUN
ital-13279	8	25	.	.	PUNCT
ital-13279	9	1	this	this	DET
ital-13279	9	2	technology	technology	NOUN
ital-13279	9	3	solves	solve	VERB
ital-13279	9	4	the	the	DET
ital-13279	9	5	problem	problem	NOUN
ital-13279	9	6	of	of	ADP
ital-13279	9	7	large	large	ADJ
ital-13279	9	8	-	-	PUNCT
ital-13279	9	9	scale	scale	NOUN
ital-13279	9	10	historical	historical	ADJ
ital-13279	9	11	data	datum	NOUN
ital-13279	9	12	analysis	analysis	NOUN
ital-13279	9	13	that	that	PRON
ital-13279	9	14	is	be	AUX
ital-13279	9	15	difficult	difficult	ADJ
ital-13279	9	16	for	for	SCONJ
ital-13279	9	17	humans	human	NOUN
ital-13279	9	18	to	to	PART
ital-13279	9	19	read	read	VERB
ital-13279	9	20	and	and	CCONJ
ital-13279	9	21	intuitively	intuitively	ADV
ital-13279	9	22	understand	understand	VERB
ital-13279	9	23	.	.	PUNCT
ital-13279	10	1	in	in	ADP
ital-13279	10	2	this	this	DET
ital-13279	10	3	study	study	NOUN
ital-13279	10	4	,	,	PUNCT
ital-13279	10	5	we	we	PRON
ital-13279	10	6	use	use	VERB
ital-13279	10	7	the	the	DET
ital-13279	10	8	historical	historical	ADJ
ital-13279	10	9	documents	document	NOUN
ital-13279	10	10	of	of	ADP
ital-13279	10	11	the	the	DET
ital-13279	10	12	qing	qing	PROPN
ital-13279	10	13	dynasty	dynasty	PROPN
ital-13279	10	14	hetu	hetu	PROPN
ital-13279	10	15	dangse	dangse	PROPN
ital-13279	10	16	,	,	PUNCT
ital-13279	10	17	preserved	preserve	VERB
ital-13279	10	18	in	in	ADP
ital-13279	10	19	the	the	DET
ital-13279	10	20	archives	archive	NOUN
ital-13279	10	21	of	of	ADP
ital-13279	10	22	liaoning	liaoning	PROPN
ital-13279	10	23	province	province	NOUN
ital-13279	10	24	,	,	PUNCT
ital-13279	10	25	as	as	ADP
ital-13279	10	26	data	data	NOUN
ital-13279	10	27	analysis	analysis	NOUN
ital-13279	10	28	samples	sample	NOUN
ital-13279	10	29	.	.	PUNCT
ital-13279	11	1	china	china	PROPN
ital-13279	11	2	’s	’s	PART
ital-13279	11	3	hetu	hetu	PROPN
ital-13279	11	4	dangse	dangse	PROPN
ital-13279	11	5	is	be	AUX
ital-13279	11	6	the	the	DET
ital-13279	11	7	largest	large	ADJ
ital-13279	11	8	qing	qing	PROPN
ital-13279	11	9	dynasty	dynasty	NOUN
ital-13279	11	10	thematic	thematic	ADJ
ital-13279	11	11	archive	archive	NOUN
ital-13279	11	12	with	with	ADP
ital-13279	11	13	manchu	manchu	PROPN
ital-13279	11	14	and	and	CCONJ
ital-13279	11	15	chinese	chinese	ADJ
ital-13279	11	16	characters	character	NOUN
ital-13279	11	17	in	in	ADP
ital-13279	11	18	the	the	DET
ital-13279	11	19	world	world	NOUN
ital-13279	11	20	.	.	PUNCT
ital-13279	12	1	through	through	ADP
ital-13279	12	2	word	word	NOUN
ital-13279	12	3	frequency	frequency	NOUN
ital-13279	12	4	analysis	analysis	NOUN
ital-13279	12	5	,	,	PUNCT
ital-13279	12	6	correlation	correlation	NOUN
ital-13279	12	7	analysis	analysis	NOUN
ital-13279	12	8	,	,	PUNCT
ital-13279	12	9	co	co	NOUN
ital-13279	12	10	-	-	NOUN
ital-13279	12	11	word	word	ADJ
ital-13279	12	12	clustering	clustering	NOUN
ital-13279	12	13	,	,	PUNCT
ital-13279	12	14	word2vec	word2vec	NOUN
ital-13279	12	15	model	model	NOUN
ital-13279	12	16	,	,	PUNCT
ital-13279	12	17	and	and	CCONJ
ital-13279	12	18	svm	svm	PROPN
ital-13279	12	19	(	(	PUNCT
ital-13279	12	20	support	support	VERB
ital-13279	12	21	vector	vector	NOUN
ital-13279	12	22	machines	machine	NOUN
ital-13279	12	23	)	)	PUNCT
ital-13279	12	24	algorithms	algorithm	NOUN
ital-13279	12	25	,	,	PUNCT
ital-13279	12	26	we	we	PRON
ital-13279	12	27	visualize	visualize	VERB
ital-13279	12	28	historical	historical	ADJ
ital-13279	12	29	documents	document	NOUN
ital-13279	12	30	,	,	PUNCT
ital-13279	12	31	reveal	reveal	VERB
ital-13279	12	32	the	the	DET
ital-13279	12	33	relationships	relationship	NOUN
ital-13279	12	34	between	between	ADP
ital-13279	12	35	functions	function	NOUN
ital-13279	12	36	of	of	ADP
ital-13279	12	37	the	the	DET
ital-13279	12	38	government	government	NOUN
ital-13279	12	39	departments	department	NOUN
ital-13279	12	40	in	in	ADP
ital-13279	12	41	the	the	DET
ital-13279	12	42	shengjing	shengje	VERB
ital-13279	12	43	area	area	NOUN
ital-13279	12	44	of	of	ADP
ital-13279	12	45	the	the	DET
ital-13279	12	46	qing	qing	PROPN
ital-13279	12	47	dynasty	dynasty	NOUN
ital-13279	12	48	,	,	PUNCT
ital-13279	12	49	achieve	achieve	VERB
ital-13279	12	50	the	the	DET
ital-13279	12	51	automatic	automatic	ADJ
ital-13279	12	52	classification	classification	NOUN
ital-13279	12	53	of	of	ADP
ital-13279	12	54	historical	historical	ADJ
ital-13279	12	55	archives	archive	NOUN
ital-13279	12	56	,	,	PUNCT
ital-13279	12	57	improve	improve	VERB
ital-13279	12	58	the	the	DET
ital-13279	12	59	efficient	efficient	ADJ
ital-13279	12	60	use	use	NOUN
ital-13279	12	61	of	of	ADP
ital-13279	12	62	historical	historical	ADJ
ital-13279	12	63	materials	material	NOUN
ital-13279	12	64	as	as	ADV
ital-13279	12	65	well	well	ADV
ital-13279	12	66	as	as	ADP
ital-13279	12	67	build	build	NOUN
ital-13279	12	68	connections	connection	NOUN
ital-13279	12	69	between	between	ADP
ital-13279	12	70	historical	historical	ADJ
ital-13279	12	71	knowledge	knowledge	NOUN
ital-13279	12	72	.	.	PUNCT
ital-13279	13	1	through	through	ADP
ital-13279	13	2	this	this	PRON
ital-13279	13	3	,	,	PUNCT
ital-13279	13	4	archivists	archivist	NOUN
ital-13279	13	5	can	can	AUX
ital-13279	13	6	be	be	AUX
ital-13279	13	7	guided	guide	VERB
ital-13279	13	8	practically	practically	ADV
ital-13279	13	9	in	in	ADP
ital-13279	13	10	historical	historical	ADJ
ital-13279	13	11	materials	material	NOUN
ital-13279	13	12	’	'	PUNCT
ital-13279	13	13	management	management	NOUN
ital-13279	13	14	and	and	CCONJ
ital-13279	13	15	compilation	compilation	NOUN
ital-13279	13	16	.	.	PUNCT
ital-13279	14	1	introduction	introduction	NOUN
ital-13279	14	2	china	china	PROPN
ital-13279	14	3	has	have	VERB
ital-13279	14	4	a	a	DET
ital-13279	14	5	long	long	ADJ
ital-13279	14	6	history	history	NOUN
ital-13279	14	7	documented	document	VERB
ital-13279	14	8	in	in	ADP
ital-13279	14	9	numerous	numerous	ADJ
ital-13279	14	10	archives	archive	NOUN
ital-13279	14	11	.	.	PUNCT
ital-13279	15	1	at	at	ADP
ital-13279	15	2	present	present	NOUN
ital-13279	15	3	,	,	PUNCT
ital-13279	15	4	various	various	ADJ
ital-13279	15	5	local	local	ADJ
ital-13279	15	6	archive	archive	NOUN
ital-13279	15	7	departments	department	NOUN
ital-13279	15	8	preserve	preserve	VERB
ital-13279	15	9	large	large	ADJ
ital-13279	15	10	numbers	number	NOUN
ital-13279	15	11	of	of	ADP
ital-13279	15	12	historical	historical	ADJ
ital-13279	15	13	documents	document	NOUN
ital-13279	15	14	from	from	ADP
ital-13279	15	15	different	different	ADJ
ital-13279	15	16	periods	period	NOUN
ital-13279	15	17	.	.	PUNCT
ital-13279	16	1	owing	owe	VERB
ital-13279	16	2	to	to	ADP
ital-13279	16	3	the	the	DET
ital-13279	16	4	development	development	NOUN
ital-13279	16	5	of	of	ADP
ital-13279	16	6	china	china	PROPN
ital-13279	16	7	’s	’s	PART
ital-13279	16	8	archive	archive	NOUN
ital-13279	16	9	digitization	digitization	NOUN
ital-13279	16	10	,	,	PUNCT
ital-13279	16	11	archive	archive	ADJ
ital-13279	16	12	management	management	NOUN
ital-13279	16	13	departments	department	NOUN
ital-13279	16	14	at	at	ADP
ital-13279	16	15	all	all	DET
ital-13279	16	16	levels	level	NOUN
ital-13279	16	17	have	have	AUX
ital-13279	16	18	established	establish	VERB
ital-13279	16	19	digital	digital	ADJ
ital-13279	16	20	archive	archive	NOUN
ital-13279	16	21	abstracts	abstract	NOUN
ital-13279	16	22	,	,	PUNCT
ital-13279	16	23	catalogs	catalog	NOUN
ital-13279	16	24	,	,	PUNCT
ital-13279	16	25	and	and	CCONJ
ital-13279	16	26	subject	subject	ADJ
ital-13279	16	27	indexes	index	NOUN
ital-13279	16	28	of	of	ADP
ital-13279	16	29	historical	historical	ADJ
ital-13279	16	30	documents	document	NOUN
ital-13279	16	31	in	in	ADP
ital-13279	16	32	their	their	PRON
ital-13279	16	33	collections	collection	NOUN
ital-13279	16	34	realizing	realize	VERB
ital-13279	16	35	online	online	ADJ
ital-13279	16	36	retrieval	retrieval	NOUN
ital-13279	16	37	of	of	ADP
ital-13279	16	38	historical	historical	ADJ
ital-13279	16	39	archives	archive	NOUN
ital-13279	16	40	.	.	PUNCT
ital-13279	17	1	with	with	ADP
ital-13279	17	2	in	in	ADP
ital-13279	17	3	-	-	PUNCT
ital-13279	17	4	depth	depth	NOUN
ital-13279	17	5	research	research	NOUN
ital-13279	17	6	on	on	ADP
ital-13279	17	7	chinese	chinese	ADJ
ital-13279	17	8	history	history	NOUN
ital-13279	17	9	,	,	PUNCT
ital-13279	17	10	simple	simple	ADJ
ital-13279	17	11	catalog	catalog	NOUN
ital-13279	17	12	retrieval	retrieval	NOUN
ital-13279	17	13	can	can	AUX
ital-13279	17	14	not	not	PART
ital-13279	17	15	satisfy	satisfy	VERB
ital-13279	17	16	researchers	researcher	NOUN
ital-13279	17	17	’	’	PART
ital-13279	17	18	demand	demand	NOUN
ital-13279	17	19	for	for	ADP
ital-13279	17	20	related	related	ADJ
ital-13279	17	21	knowledge	knowledge	NOUN
ital-13279	17	22	in	in	ADP
ital-13279	17	23	historical	historical	ADJ
ital-13279	17	24	archives	archive	NOUN
ital-13279	17	25	.	.	PUNCT
ital-13279	18	1	owing	owe	VERB
ital-13279	18	2	to	to	ADP
ital-13279	18	3	the	the	DET
ital-13279	18	4	limitations	limitation	NOUN
ital-13279	18	5	of	of	ADP
ital-13279	18	6	the	the	DET
ital-13279	18	7	catalog	catalog	NOUN
ital-13279	18	8	retrieval	retrieval	NOUN
ital-13279	18	9	system	system	NOUN
ital-13279	18	10	,	,	PUNCT
ital-13279	18	11	complex	complex	ADJ
ital-13279	18	12	catalog	catalog	NOUN
ital-13279	18	13	data	datum	NOUN
ital-13279	18	14	still	still	ADV
ital-13279	18	15	need	need	VERB
ital-13279	18	16	to	to	PART
ital-13279	18	17	be	be	AUX
ital-13279	18	18	read	read	VERB
ital-13279	18	19	manually	manually	ADV
ital-13279	18	20	.	.	PUNCT
ital-13279	19	1	however	however	ADV
ital-13279	19	2	,	,	PUNCT
ital-13279	19	3	it	it	PRON
ital-13279	19	4	is	be	AUX
ital-13279	19	5	difficult	difficult	ADJ
ital-13279	19	6	to	to	PART
ital-13279	19	7	view	view	VERB
ital-13279	19	8	the	the	DET
ital-13279	19	9	overall	overall	ADJ
ital-13279	19	10	picture	picture	NOUN
ital-13279	19	11	of	of	ADP
ital-13279	19	12	the	the	DET
ital-13279	19	13	recorded	recorded	ADJ
ital-13279	19	14	content	content	NOUN
ital-13279	19	15	and	and	CCONJ
ital-13279	19	16	impossible	impossible	ADJ
ital-13279	19	17	to	to	PART
ital-13279	19	18	easily	easily	ADV
ital-13279	19	19	distinguish	distinguish	VERB
ital-13279	19	20	important	important	ADJ
ital-13279	19	21	information	information	NOUN
ital-13279	19	22	in	in	ADP
ital-13279	19	23	historical	historical	ADJ
ital-13279	19	24	materials	material	NOUN
ital-13279	19	25	;	;	PUNCT
ital-13279	19	26	this	this	PRON
ital-13279	19	27	leads	lead	VERB
ital-13279	19	28	to	to	ADP
ital-13279	19	29	various	various	ADJ
ital-13279	19	30	difficulties	difficulty	NOUN
ital-13279	19	31	,	,	PUNCT
ital-13279	19	32	such	such	ADJ
ital-13279	19	33	as	as	ADP
ital-13279	19	34	the	the	DET
ital-13279	19	35	compilation	compilation	NOUN
ital-13279	19	36	of	of	ADP
ital-13279	19	37	historical	historical	ADJ
ital-13279	19	38	materials	material	NOUN
ital-13279	19	39	for	for	ADP
ital-13279	19	40	chinese	chinese	ADJ
ital-13279	19	41	historical	historical	ADJ
ital-13279	19	42	researchers	researcher	NOUN
ital-13279	19	43	.	.	PUNCT
ital-13279	20	1	thus	thus	ADV
ital-13279	20	2	,	,	PUNCT
ital-13279	20	3	in	in	ADP
ital-13279	20	4	this	this	DET
ital-13279	20	5	study	study	NOUN
ital-13279	20	6	,	,	PUNCT
ital-13279	20	7	we	we	PRON
ital-13279	20	8	aim	aim	VERB
ital-13279	20	9	to	to	PART
ital-13279	20	10	use	use	VERB
ital-13279	20	11	text	text	NOUN
ital-13279	20	12	analysis	analysis	NOUN
ital-13279	20	13	and	and	CCONJ
ital-13279	20	14	visualization	visualization	NOUN
ital-13279	20	15	methods	method	NOUN
ital-13279	20	16	in	in	ADP
ital-13279	20	17	machine	machine	NOUN
ital-13279	20	18	learning	learn	VERB
ital-13279	20	19	to	to	PART
ital-13279	20	20	conduct	conduct	VERB
ital-13279	20	21	data	datum	NOUN
ital-13279	20	22	mining	mining	NOUN
ital-13279	20	23	analysis	analysis	NOUN
ital-13279	20	24	of	of	ADP
ital-13279	20	25	historical	historical	ADJ
ital-13279	20	26	document	document	NOUN
ital-13279	20	27	data	datum	NOUN
ital-13279	20	28	.	.	PUNCT
ital-13279	21	1	these	these	DET
ital-13279	21	2	methods	method	NOUN
ital-13279	21	3	will	will	AUX
ital-13279	21	4	help	help	VERB
ital-13279	21	5	us	we	PRON
ital-13279	21	6	discover	discover	VERB
ital-13279	21	7	the	the	DET
ital-13279	21	8	logical	logical	ADJ
ital-13279	21	9	relationships	relationship	NOUN
ital-13279	21	10	of	of	ADP
ital-13279	21	11	historical	historical	ADJ
ital-13279	21	12	records	record	NOUN
ital-13279	21	13	and	and	CCONJ
ital-13279	21	14	their	their	PRON
ital-13279	21	15	purposes	purpose	NOUN
ital-13279	21	16	,	,	PUNCT
ital-13279	21	17	accomplish	accomplish	VERB
ital-13279	21	18	visual	visual	ADJ
ital-13279	21	19	presentations	presentation	NOUN
ital-13279	21	20	of	of	ADP
ital-13279	21	21	historical	historical	ADJ
ital-13279	21	22	entities	entity	NOUN
ital-13279	21	23	and	and	CCONJ
ital-13279	21	24	knowledge	knowledge	NOUN
ital-13279	21	25	discovered	discover	VERB
ital-13279	21	26	in	in	ADP
ital-13279	21	27	historiography	historiography	NOUN
ital-13279	21	28	,	,	PUNCT
ital-13279	21	29	improve	improve	VERB
ital-13279	21	30	knowledge	knowledge	NOUN
ital-13279	21	31	representation	representation	NOUN
ital-13279	21	32	and	and	CCONJ
ital-13279	21	33	automatic	automatic	ADJ
ital-13279	21	34	classification	classification	NOUN
ital-13279	21	35	of	of	ADP
ital-13279	21	36	historical	historical	ADJ
ital-13279	21	37	data	datum	NOUN
ital-13279	21	38	,	,	PUNCT
ital-13279	21	39	and	and	CCONJ
ital-13279	21	40	provide	provide	VERB
ital-13279	21	41	valuable	valuable	ADJ
ital-13279	21	42	information	information	NOUN
ital-13279	21	43	for	for	ADP
ital-13279	21	44	historical	historical	ADJ
ital-13279	21	45	archive	archive	ADJ
ital-13279	21	46	researchers	researcher	NOUN
ital-13279	21	47	.	.	PUNCT
ital-13279	22	1	mailto:mikemike248@gmail.com	mailto:mikemike248@gmail.com	X
ital-13279	22	2	mailto:734665532@qq.com	mailto:734665532@qq.com	PROPN
ital-13279	22	3	mailto:yug@hit.edu.cn	mailto:yug@hit.edu.cn	PROPN
ital-13279	22	4	mailto:1367123893@qq.com	mailto:1367123893@qq.com	PROPN
ital-13279	22	5	information	information	NOUN
ital-13279	22	6	technology	technology	NOUN
ital-13279	22	7	and	and	CCONJ
ital-13279	22	8	libraries	library	NOUN
ital-13279	22	9	september	september	PROPN
ital-13279	22	10	2021	2021	NUM
ital-13279	22	11	text	text	NOUN
ital-13279	22	12	analysis	analysis	NOUN
ital-13279	22	13	and	and	CCONJ
ital-13279	22	14	visualization	visualization	NOUN
ital-13279	22	15	research	research	NOUN
ital-13279	22	16	on	on	ADP
ital-13279	22	17	the	the	DET
ital-13279	22	18	hetu	hetu	PROPN
ital-13279	22	19	dangse	dangse	PROPN
ital-13279	22	20	|	|	PROPN
ital-13279	22	21	wang	wang	PROPN
ital-13279	22	22	,	,	PUNCT
ital-13279	22	23	wu	wu	PROPN
ital-13279	22	24	,	,	PUNCT
ital-13279	22	25	yu	yu	PROPN
ital-13279	22	26	,	,	PUNCT
ital-13279	22	27	and	and	CCONJ
ital-13279	22	28	song	song	NOUN
ital-13279	22	29	2	2	NUM
ital-13279	22	30	during	during	ADP
ital-13279	22	31	the	the	DET
ital-13279	22	32	process	process	NOUN
ital-13279	22	33	of	of	ADP
ital-13279	22	34	analyzing	analyze	VERB
ital-13279	22	35	traditional	traditional	ADJ
ital-13279	22	36	manual	manual	ADJ
ital-13279	22	37	methods	method	NOUN
ital-13279	22	38	for	for	ADP
ital-13279	22	39	interpreting	interpret	VERB
ital-13279	22	40	historical	historical	ADJ
ital-13279	22	41	documents	document	NOUN
ital-13279	22	42	,	,	PUNCT
ital-13279	22	43	we	we	PRON
ital-13279	22	44	find	find	VERB
ital-13279	22	45	the	the	DET
ital-13279	22	46	following	following	ADJ
ital-13279	22	47	phenomena	phenomena	NOUN
ital-13279	22	48	:	:	PUNCT
ital-13279	22	49	macro	macro	ADJ
ital-13279	22	50	description	description	NOUN
ital-13279	22	51	,	,	PUNCT
ital-13279	22	52	single	single	ADJ
ital-13279	22	53	angle	angle	NOUN
ital-13279	22	54	,	,	PUNCT
ital-13279	22	55	selective	selective	ADJ
ital-13279	22	56	analysis	analysis	NOUN
ital-13279	22	57	,	,	PUNCT
ital-13279	22	58	and	and	CCONJ
ital-13279	22	59	one	one	NUM
ital-13279	22	60	-	-	PUNCT
ital-13279	22	61	way	way	NOUN
ital-13279	22	62	knowledge	knowledge	NOUN
ital-13279	22	63	connection	connection	NOUN
ital-13279	22	64	,	,	PUNCT
ital-13279	22	65	among	among	ADP
ital-13279	22	66	others	other	NOUN
ital-13279	22	67	.	.	PUNCT
ital-13279	23	1	for	for	ADP
ital-13279	23	2	example	example	NOUN
ital-13279	23	3	,	,	PUNCT
ital-13279	23	4	the	the	DET
ital-13279	23	5	hetu	hetu	PROPN
ital-13279	23	6	dangse	dangse	PROPN
ital-13279	23	7	preserved	preserve	VERB
ital-13279	23	8	in	in	ADP
ital-13279	23	9	the	the	DET
ital-13279	23	10	liaoning	liaoning	NOUN
ital-13279	23	11	archives	archive	NOUN
ital-13279	23	12	contains	contain	VERB
ital-13279	23	13	a	a	DET
ital-13279	23	14	total	total	NOUN
ital-13279	23	15	of	of	ADP
ital-13279	23	16	1,149	1,149	NUM
ital-13279	23	17	volumes	volume	NOUN
ital-13279	23	18	and	and	CCONJ
ital-13279	23	19	127,000	127,000	NUM
ital-13279	23	20	pages	page	NOUN
ital-13279	23	21	,	,	PUNCT
ital-13279	23	22	making	make	VERB
ital-13279	23	23	it	it	PRON
ital-13279	23	24	difficult	difficult	ADJ
ital-13279	23	25	to	to	PART
ital-13279	23	26	fully	fully	ADV
ital-13279	23	27	grasp	grasp	VERB
ital-13279	23	28	and	and	CCONJ
ital-13279	23	29	understand	understand	VERB
ital-13279	23	30	the	the	DET
ital-13279	23	31	overall	overall	ADJ
ital-13279	23	32	content	content	NOUN
ital-13279	23	33	of	of	ADP
ital-13279	23	34	such	such	ADJ
ital-13279	23	35	documents	document	NOUN
ital-13279	23	36	.	.	PUNCT
ital-13279	24	1	relying	rely	VERB
ital-13279	24	2	on	on	ADP
ital-13279	24	3	manual	manual	ADJ
ital-13279	24	4	reading	reading	NOUN
ital-13279	24	5	and	and	CCONJ
ital-13279	24	6	analysis	analysis	NOUN
ital-13279	24	7	of	of	ADP
ital-13279	24	8	entire	entire	ADJ
ital-13279	24	9	archives	archive	NOUN
ital-13279	24	10	is	be	AUX
ital-13279	24	11	an	an	DET
ital-13279	24	12	unrealistic	unrealistic	ADJ
ital-13279	24	13	task	task	NOUN
ital-13279	24	14	.	.	PUNCT
ital-13279	25	1	therefore	therefore	ADV
ital-13279	25	2	,	,	PUNCT
ital-13279	25	3	this	this	DET
ital-13279	25	4	paper	paper	NOUN
ital-13279	25	5	proposes	propose	VERB
ital-13279	25	6	using	use	VERB
ital-13279	25	7	machine	machine	NOUN
ital-13279	25	8	learning	learning	NOUN
ital-13279	25	9	,	,	PUNCT
ital-13279	25	10	natural	natural	ADJ
ital-13279	25	11	language	language	NOUN
ital-13279	25	12	processing	processing	NOUN
ital-13279	25	13	(	(	PUNCT
ital-13279	25	14	nlp	nlp	PROPN
ital-13279	25	15	)	)	PUNCT
ital-13279	25	16	,	,	PUNCT
ital-13279	25	17	and	and	CCONJ
ital-13279	25	18	other	other	ADJ
ital-13279	25	19	technologies	technology	NOUN
ital-13279	25	20	to	to	PART
ital-13279	25	21	address	address	VERB
ital-13279	25	22	various	various	ADJ
ital-13279	25	23	problems	problem	NOUN
ital-13279	25	24	from	from	ADP
ital-13279	25	25	traditional	traditional	ADJ
ital-13279	25	26	manual	manual	ADJ
ital-13279	25	27	reading	reading	NOUN
ital-13279	25	28	.	.	PUNCT
ital-13279	26	1	first	first	ADV
ital-13279	26	2	,	,	PUNCT
ital-13279	26	3	information	information	NOUN
ital-13279	26	4	from	from	ADP
ital-13279	26	5	historical	historical	ADJ
ital-13279	26	6	documents	document	NOUN
ital-13279	26	7	can	can	AUX
ital-13279	26	8	be	be	AUX
ital-13279	26	9	revealed	reveal	VERB
ital-13279	26	10	from	from	ADP
ital-13279	26	11	different	different	ADJ
ital-13279	26	12	angles	angle	NOUN
ital-13279	26	13	,	,	PUNCT
ital-13279	26	14	and	and	CCONJ
ital-13279	26	15	this	this	PRON
ital-13279	26	16	allows	allow	VERB
ital-13279	26	17	the	the	DET
ital-13279	26	18	content	content	NOUN
ital-13279	26	19	of	of	ADP
ital-13279	26	20	the	the	DET
ital-13279	26	21	documents	document	NOUN
ital-13279	26	22	to	to	PART
ital-13279	26	23	be	be	AUX
ital-13279	26	24	displayed	display	VERB
ital-13279	26	25	more	more	ADV
ital-13279	26	26	comprehensively	comprehensively	ADV
ital-13279	26	27	and	and	CCONJ
ital-13279	26	28	scientifically	scientifically	ADV
ital-13279	26	29	through	through	ADP
ital-13279	26	30	visual	visual	ADJ
ital-13279	26	31	charts	chart	NOUN
ital-13279	26	32	.	.	PUNCT
ital-13279	27	1	second	second	ADJ
ital-13279	27	2	,	,	PUNCT
ital-13279	27	3	use	use	NOUN
ital-13279	27	4	of	of	ADP
ital-13279	27	5	objective	objective	ADJ
ital-13279	27	6	quantitative	quantitative	ADJ
ital-13279	27	7	analysis	analysis	NOUN
ital-13279	27	8	methods	method	NOUN
ital-13279	27	9	,	,	PUNCT
ital-13279	27	10	such	such	ADJ
ital-13279	27	11	as	as	ADP
ital-13279	27	12	text	text	NOUN
ital-13279	27	13	analysis	analysis	NOUN
ital-13279	27	14	and	and	CCONJ
ital-13279	27	15	nlp	nlp	PROPN
ital-13279	27	16	,	,	PUNCT
ital-13279	27	17	prevents	prevent	VERB
ital-13279	27	18	subjective	subjective	ADJ
ital-13279	27	19	interpretations	interpretation	NOUN
ital-13279	27	20	of	of	ADP
ital-13279	27	21	the	the	DET
ital-13279	27	22	same	same	ADJ
ital-13279	27	23	content	content	NOUN
ital-13279	27	24	.	.	PUNCT
ital-13279	28	1	third	third	ADJ
ital-13279	28	2	,	,	PUNCT
ital-13279	28	3	nlp	nlp	PROPN
ital-13279	28	4	and	and	CCONJ
ital-13279	28	5	other	other	ADJ
ital-13279	28	6	technologies	technology	NOUN
ital-13279	28	7	can	can	AUX
ital-13279	28	8	solve	solve	VERB
ital-13279	28	9	the	the	DET
ital-13279	28	10	problem	problem	NOUN
ital-13279	28	11	of	of	ADP
ital-13279	28	12	calculating	calculate	VERB
ital-13279	28	13	massive	massive	ADJ
ital-13279	28	14	text	text	NOUN
ital-13279	28	15	training	training	NOUN
ital-13279	28	16	data	datum	NOUN
ital-13279	28	17	sets	set	NOUN
ital-13279	28	18	while	while	SCONJ
ital-13279	28	19	forming	form	VERB
ital-13279	28	20	systematic	systematic	ADJ
ital-13279	28	21	knowledge	knowledge	NOUN
ital-13279	28	22	that	that	PRON
ital-13279	28	23	avoids	avoid	VERB
ital-13279	28	24	the	the	DET
ital-13279	28	25	omission	omission	NOUN
ital-13279	28	26	and	and	CCONJ
ital-13279	28	27	one	one	NUM
ital-13279	28	28	-	-	PUNCT
ital-13279	28	29	sided	sided	ADJ
ital-13279	28	30	understanding	understanding	NOUN
ital-13279	28	31	of	of	ADP
ital-13279	28	32	knowledge	knowledge	NOUN
ital-13279	28	33	in	in	ADP
ital-13279	28	34	the	the	DET
ital-13279	28	35	historical	historical	ADJ
ital-13279	28	36	archive	archive	NOUN
ital-13279	28	37	.	.	PUNCT
ital-13279	29	1	the	the	DET
ital-13279	29	2	application	application	NOUN
ital-13279	29	3	of	of	ADP
ital-13279	29	4	machine	machine	NOUN
ital-13279	29	5	learning	learning	NOUN
ital-13279	29	6	in	in	ADP
ital-13279	29	7	historical	historical	ADJ
ital-13279	29	8	data	datum	NOUN
ital-13279	29	9	analysis	analysis	NOUN
ital-13279	29	10	has	have	AUX
ital-13279	29	11	attracted	attract	VERB
ital-13279	29	12	the	the	DET
ital-13279	29	13	attention	attention	NOUN
ital-13279	29	14	of	of	ADP
ital-13279	29	15	researchers	researcher	NOUN
ital-13279	29	16	in	in	ADP
ital-13279	29	17	management	management	NOUN
ital-13279	29	18	,	,	PUNCT
ital-13279	29	19	history	history	NOUN
ital-13279	29	20	,	,	PUNCT
ital-13279	29	21	and	and	CCONJ
ital-13279	29	22	computer	computer	NOUN
ital-13279	29	23	science	science	NOUN
ital-13279	29	24	.	.	PUNCT
ital-13279	30	1	tao	tao	PROPN
ital-13279	30	2	used	use	VERB
ital-13279	30	3	the	the	DET
ital-13279	30	4	latent	latent	ADJ
ital-13279	30	5	dirichlet	dirichlet	NOUN
ital-13279	30	6	allocation	allocation	NOUN
ital-13279	30	7	(	(	PUNCT
ital-13279	30	8	lda	lda	PROPN
ital-13279	30	9	)	)	PUNCT
ital-13279	30	10	topic	topic	NOUN
ital-13279	30	11	modeling	model	VERB
ital-13279	30	12	algorithm	algorithm	NOUN
ital-13279	30	13	to	to	PART
ital-13279	30	14	analyze	analyze	VERB
ital-13279	30	15	the	the	DET
ital-13279	30	16	themes	theme	NOUN
ital-13279	30	17	of	of	ADP
ital-13279	30	18	documents	document	NOUN
ital-13279	30	19	from	from	ADP
ital-13279	30	20	1700	1700	NUM
ital-13279	30	21	to	to	ADP
ital-13279	30	22	1800	1800	NUM
ital-13279	30	23	included	include	VERB
ital-13279	30	24	in	in	ADP
ital-13279	30	25	the	the	DET
ital-13279	30	26	german	german	ADJ
ital-13279	30	27	archives	archive	NOUN
ital-13279	30	28	,	,	PUNCT
ital-13279	30	29	providing	provide	VERB
ital-13279	30	30	a	a	DET
ital-13279	30	31	more	more	ADV
ital-13279	30	32	three	three	NUM
ital-13279	30	33	-	-	PUNCT
ital-13279	30	34	dimensional	dimensional	ADJ
ital-13279	30	35	interpretation	interpretation	NOUN
ital-13279	30	36	and	and	CCONJ
ital-13279	30	37	explanation	explanation	NOUN
ital-13279	30	38	of	of	ADP
ital-13279	30	39	the	the	DET
ital-13279	30	40	spiritual	spiritual	ADJ
ital-13279	30	41	world	world	NOUN
ital-13279	30	42	of	of	ADP
ital-13279	30	43	germany	germany	PROPN
ital-13279	30	44	during	during	ADP
ital-13279	30	45	the	the	DET
ital-13279	30	46	eighteenth	eighteenth	ADJ
ital-13279	30	47	century.1	century.1	PROPN
ital-13279	30	48	chinese	chinese	ADJ
ital-13279	30	49	scholars	scholar	NOUN
ital-13279	30	50	kaixu	kaixu	VERB
ital-13279	30	51	et	et	PROPN
ital-13279	30	52	al	al	PROPN
ital-13279	30	53	.	.	PROPN
ital-13279	30	54	proposed	propose	VERB
ital-13279	30	55	a	a	DET
ital-13279	30	56	method	method	NOUN
ital-13279	30	57	of	of	ADP
ital-13279	30	58	automatic	automatic	ADJ
ital-13279	30	59	sentence	sentence	NOUN
ital-13279	30	60	punctuation	punctuation	NOUN
ital-13279	30	61	based	base	VERB
ital-13279	30	62	on	on	ADP
ital-13279	30	63	conditional	conditional	ADJ
ital-13279	30	64	random	random	ADJ
ital-13279	30	65	fields	field	NOUN
ital-13279	30	66	in	in	ADP
ital-13279	30	67	ancient	ancient	ADJ
ital-13279	30	68	chinese.2	chinese.2	PROPN
ital-13279	30	69	this	this	DET
ital-13279	30	70	method	method	NOUN
ital-13279	30	71	was	be	AUX
ital-13279	30	72	proved	prove	VERB
ital-13279	30	73	to	to	PART
ital-13279	30	74	better	well	ADV
ital-13279	30	75	solve	solve	VERB
ital-13279	30	76	the	the	DET
ital-13279	30	77	problem	problem	NOUN
ital-13279	30	78	of	of	ADP
ital-13279	30	79	automatic	automatic	ADJ
ital-13279	30	80	punctuation	punctuation	NOUN
ital-13279	30	81	processing	processing	NOUN
ital-13279	30	82	compared	compare	VERB
ital-13279	30	83	with	with	ADP
ital-13279	30	84	the	the	DET
ital-13279	30	85	single	single	ADJ
ital-13279	30	86	-	-	PUNCT
ital-13279	30	87	layer	layer	NOUN
ital-13279	30	88	conditional	conditional	ADJ
ital-13279	30	89	random	random	ADJ
ital-13279	30	90	field	field	NOUN
ital-13279	30	91	strategy	strategy	NOUN
ital-13279	30	92	in	in	ADP
ital-13279	30	93	ancient	ancient	ADJ
ital-13279	30	94	chinese	chinese	PROPN
ital-13279	30	95	as	as	SCONJ
ital-13279	30	96	tested	test	VERB
ital-13279	30	97	on	on	ADP
ital-13279	30	98	the	the	DET
ital-13279	30	99	two	two	NUM
ital-13279	30	100	corpora	corpus	NOUN
ital-13279	30	101	of	of	ADP
ital-13279	30	102	the	the	DET
ital-13279	30	103	analects	analect	NOUN
ital-13279	30	104	and	and	CCONJ
ital-13279	30	105	records	record	NOUN
ital-13279	30	106	of	of	ADP
ital-13279	30	107	the	the	DET
ital-13279	30	108	grand	grand	ADJ
ital-13279	30	109	historian	historian	NOUN
ital-13279	30	110	.	.	PUNCT
ital-13279	31	1	swiss	swiss	PROPN
ital-13279	31	2	and	and	CCONJ
ital-13279	31	3	south	south	ADJ
ital-13279	31	4	african	african	ADJ
ital-13279	31	5	scholars	scholar	NOUN
ital-13279	31	6	stauffer	stauffer	NOUN
ital-13279	31	7	,	,	PUNCT
ital-13279	31	8	fischer	fischer	NOUN
ital-13279	31	9	,	,	PUNCT
ital-13279	31	10	and	and	CCONJ
ital-13279	31	11	riesen	riesen	NOUN
ital-13279	31	12	,	,	PUNCT
ital-13279	31	13	and	and	CCONJ
ital-13279	31	14	chinese	chinese	ADJ
ital-13279	31	15	scholars	scholar	NOUN
ital-13279	31	16	wu	wu	PROPN
ital-13279	31	17	,	,	PUNCT
ital-13279	31	18	wang	wang	PROPN
ital-13279	31	19	,	,	PUNCT
ital-13279	31	20	and	and	CCONJ
ital-13279	31	21	ma	ma	PROPN
ital-13279	31	22	used	use	VERB
ital-13279	31	23	the	the	DET
ital-13279	31	24	kws	kws	PROPN
ital-13279	31	25	technology	technology	PROPN
ital-13279	31	26	and	and	CCONJ
ital-13279	31	27	deep	deep	ADJ
ital-13279	31	28	reinforcement	reinforcement	NOUN
ital-13279	31	29	learning	learn	VERB
ital-13279	31	30	to	to	PART
ital-13279	31	31	automatically	automatically	ADV
ital-13279	31	32	recognize	recognize	VERB
ital-13279	31	33	handwritten	handwritten	ADJ
ital-13279	31	34	pictures	picture	NOUN
ital-13279	31	35	in	in	ADP
ital-13279	31	36	historical	historical	ADJ
ital-13279	31	37	documents.3	documents.3	PROPN
ital-13279	31	38	solar	solar	ADJ
ital-13279	31	39	and	and	CCONJ
ital-13279	31	40	radovan	radovan	PROPN
ital-13279	31	41	used	use	VERB
ital-13279	31	42	the	the	DET
ital-13279	31	43	national	national	ADJ
ital-13279	31	44	and	and	CCONJ
ital-13279	31	45	university	university	NOUN
ital-13279	31	46	library	library	NOUN
ital-13279	31	47	of	of	ADP
ital-13279	31	48	slovenia	slovenia	PROPN
ital-13279	31	49	’s	’s	PART
ital-13279	31	50	historical	historical	ADJ
ital-13279	31	51	pictures	picture	NOUN
ital-13279	31	52	and	and	CCONJ
ital-13279	31	53	maps	map	NOUN
ital-13279	31	54	as	as	ADP
ital-13279	31	55	research	research	NOUN
ital-13279	31	56	data	datum	NOUN
ital-13279	31	57	.	.	PUNCT
ital-13279	32	1	using	use	VERB
ital-13279	32	2	gis	gis	PROPN
ital-13279	32	3	technology	technology	NOUN
ital-13279	32	4	,	,	PUNCT
ital-13279	32	5	they	they	PRON
ital-13279	32	6	created	create	VERB
ital-13279	32	7	a	a	DET
ital-13279	32	8	novel	novel	ADJ
ital-13279	32	9	display	display	NOUN
ital-13279	32	10	method	method	NOUN
ital-13279	32	11	,	,	PUNCT
ital-13279	32	12	and	and	CCONJ
ital-13279	32	13	interdisciplinary	interdisciplinary	ADJ
ital-13279	32	14	data	datum	NOUN
ital-13279	32	15	resource	resource	NOUN
ital-13279	32	16	web	web	NOUN
ital-13279	32	17	application	application	NOUN
ital-13279	32	18	to	to	ADP
ital-13279	32	19	access	access	NOUN
ital-13279	32	20	and	and	CCONJ
ital-13279	32	21	research	research	VERB
ital-13279	32	22	the	the	DET
ital-13279	32	23	data.4	data.4	PROPN
ital-13279	32	24	chinese	chinese	ADJ
ital-13279	32	25	scholars	scholar	NOUN
ital-13279	32	26	dong	dong	PROPN
ital-13279	32	27	et	et	PROPN
ital-13279	32	28	al	al	PROPN
ital-13279	32	29	.	.	PROPN
ital-13279	32	30	and	and	CCONJ
ital-13279	32	31	polish	polish	ADJ
ital-13279	32	32	scholars	scholar	NOUN
ital-13279	32	33	kuna	kuna	NOUN
ital-13279	32	34	and	and	CCONJ
ital-13279	32	35	kowalski	kowalski	NOUN
ital-13279	32	36	used	use	VERB
ital-13279	32	37	the	the	DET
ital-13279	32	38	webgis	webgis	NOUN
ital-13279	32	39	technology	technology	NOUN
ital-13279	32	40	to	to	PART
ital-13279	32	41	conduct	conduct	VERB
ital-13279	32	42	efficient	efficient	ADJ
ital-13279	32	43	management	management	NOUN
ital-13279	32	44	and	and	CCONJ
ital-13279	32	45	visualization	visualization	NOUN
ital-13279	32	46	research	research	NOUN
ital-13279	32	47	on	on	ADP
ital-13279	32	48	historical	historical	ADJ
ital-13279	32	49	data	datum	NOUN
ital-13279	32	50	of	of	ADP
ital-13279	32	51	natural	natural	ADJ
ital-13279	32	52	disasters	disaster	NOUN
ital-13279	32	53	in	in	ADP
ital-13279	32	54	ancient	ancient	ADJ
ital-13279	32	55	china	china	PROPN
ital-13279	32	56	and	and	CCONJ
ital-13279	32	57	russia	russia	PROPN
ital-13279	32	58	.	.	PUNCT
ital-13279	33	1	5	5	NUM
ital-13279	33	2	meanwhile	meanwhile	ADV
ital-13279	33	3	,	,	PUNCT
ital-13279	33	4	latvian	latvian	ADJ
ital-13279	33	5	scholars	scholar	NOUN
ital-13279	33	6	ivanovs	ivanovs	PROPN
ital-13279	33	7	and	and	CCONJ
ital-13279	33	8	varfolomeyev	varfolomeyev	PROPN
ital-13279	33	9	and	and	CCONJ
ital-13279	33	10	dutch	dutch	PROPN
ital-13279	33	11	scholars	scholar	NOUN
ital-13279	33	12	schreiber	schreiber	PROPN
ital-13279	33	13	et	et	PROPN
ital-13279	33	14	al	al	PROPN
ital-13279	33	15	.	.	PROPN
ital-13279	33	16	used	use	VERB
ital-13279	33	17	web	web	NOUN
ital-13279	33	18	technology	technology	NOUN
ital-13279	33	19	to	to	PART
ital-13279	33	20	develop	develop	VERB
ital-13279	33	21	a	a	DET
ital-13279	33	22	web	web	NOUN
ital-13279	33	23	service	service	NOUN
ital-13279	33	24	platform	platform	NOUN
ital-13279	33	25	and	and	CCONJ
ital-13279	33	26	explored	explore	VERB
ital-13279	33	27	the	the	DET
ital-13279	33	28	intelligent	intelligent	ADJ
ital-13279	33	29	environment	environment	NOUN
ital-13279	33	30	of	of	ADP
ital-13279	33	31	cultural	cultural	ADJ
ital-13279	33	32	heritage	heritage	NOUN
ital-13279	33	33	service	service	NOUN
ital-13279	33	34	utilization.6	utilization.6	VERB
ital-13279	33	35	korean	korean	ADJ
ital-13279	33	36	scholars	scholar	NOUN
ital-13279	33	37	kim	kim	PROPN
ital-13279	33	38	et	et	PROPN
ital-13279	33	39	al	al	PROPN
ital-13279	33	40	.	.	PROPN
ital-13279	33	41	used	use	VERB
ital-13279	33	42	machine	machine	NOUN
ital-13279	33	43	learning	learn	VERB
ital-13279	33	44	technology	technology	NOUN
ital-13279	33	45	to	to	PART
ital-13279	33	46	determine	determine	VERB
ital-13279	33	47	the	the	DET
ital-13279	33	48	complex	complex	ADJ
ital-13279	33	49	relationships	relationship	NOUN
ital-13279	33	50	between	between	ADP
ital-13279	33	51	tasks	task	NOUN
ital-13279	33	52	of	of	ADP
ital-13279	33	53	various	various	ADJ
ital-13279	33	54	classes	class	NOUN
ital-13279	33	55	in	in	ADP
ital-13279	33	56	a	a	DET
ital-13279	33	57	specific	specific	ADJ
ital-13279	33	58	historical	historical	ADJ
ital-13279	33	59	period	period	NOUN
ital-13279	33	60	through	through	ADP
ital-13279	33	61	the	the	DET
ital-13279	33	62	network	network	NOUN
ital-13279	33	63	of	of	ADP
ital-13279	33	64	historical	historical	ADJ
ital-13279	33	65	figures.7	figures.7	NOUN
ital-13279	33	66	judging	judge	VERB
ital-13279	33	67	from	from	ADP
ital-13279	33	68	results	result	NOUN
ital-13279	33	69	in	in	ADP
ital-13279	33	70	related	related	ADJ
ital-13279	33	71	fields	field	NOUN
ital-13279	33	72	,	,	PUNCT
ital-13279	33	73	the	the	DET
ital-13279	33	74	semantic	semantic	ADJ
ital-13279	33	75	analysis	analysis	NOUN
ital-13279	33	76	and	and	CCONJ
ital-13279	33	77	visualization	visualization	NOUN
ital-13279	33	78	of	of	ADP
ital-13279	33	79	historical	historical	ADJ
ital-13279	33	80	archives	archive	NOUN
ital-13279	33	81	in	in	ADP
ital-13279	33	82	an	an	DET
ital-13279	33	83	intelligent	intelligent	ADJ
ital-13279	33	84	way	way	NOUN
ital-13279	33	85	are	be	AUX
ital-13279	33	86	gradually	gradually	ADV
ital-13279	33	87	moving	move	VERB
ital-13279	33	88	from	from	ADP
ital-13279	33	89	statistical	statistical	ADJ
ital-13279	33	90	description	description	NOUN
ital-13279	33	91	to	to	ADP
ital-13279	33	92	knowledge	knowledge	NOUN
ital-13279	33	93	mining	mining	NOUN
ital-13279	33	94	.	.	PUNCT
ital-13279	34	1	these	these	DET
ital-13279	34	2	results	result	NOUN
ital-13279	34	3	provide	provide	VERB
ital-13279	34	4	theoretical	theoretical	ADJ
ital-13279	34	5	feasibility	feasibility	NOUN
ital-13279	34	6	and	and	CCONJ
ital-13279	34	7	practical	practical	ADJ
ital-13279	34	8	technical	technical	ADJ
ital-13279	34	9	experience	experience	NOUN
ital-13279	34	10	for	for	ADP
ital-13279	34	11	this	this	DET
ital-13279	34	12	study	study	NOUN
ital-13279	34	13	.	.	PUNCT
ital-13279	35	1	at	at	ADP
ital-13279	35	2	present	present	NOUN
ital-13279	35	3	,	,	PUNCT
ital-13279	35	4	research	research	NOUN
ital-13279	35	5	on	on	ADP
ital-13279	35	6	historical	historical	ADJ
ital-13279	35	7	documents	document	NOUN
ital-13279	35	8	mainly	mainly	ADV
ital-13279	35	9	focuses	focus	VERB
ital-13279	35	10	on	on	ADP
ital-13279	35	11	the	the	DET
ital-13279	35	12	retrieval	retrieval	NOUN
ital-13279	35	13	and	and	CCONJ
ital-13279	35	14	utilization	utilization	NOUN
ital-13279	35	15	of	of	ADP
ital-13279	35	16	historical	historical	ADJ
ital-13279	35	17	material	material	NOUN
ital-13279	35	18	databases	database	NOUN
ital-13279	35	19	.	.	PUNCT
ital-13279	36	1	since	since	SCONJ
ital-13279	36	2	the	the	DET
ital-13279	36	3	words	word	NOUN
ital-13279	36	4	,	,	PUNCT
ital-13279	36	5	semantics	semantic	NOUN
ital-13279	36	6	,	,	PUNCT
ital-13279	36	7	grammar	grammar	NOUN
ital-13279	36	8	,	,	PUNCT
ital-13279	36	9	and	and	CCONJ
ital-13279	36	10	sentence	sentence	NOUN
ital-13279	36	11	patterns	pattern	NOUN
ital-13279	36	12	recorded	record	VERB
ital-13279	36	13	in	in	ADP
ital-13279	36	14	historical	historical	ADJ
ital-13279	36	15	materials	material	NOUN
ital-13279	36	16	differ	differ	VERB
ital-13279	36	17	from	from	ADP
ital-13279	36	18	modern	modern	ADJ
ital-13279	36	19	texts	text	NOUN
ital-13279	36	20	,	,	PUNCT
ital-13279	36	21	using	use	VERB
ital-13279	36	22	data	datum	NOUN
ital-13279	36	23	mining	mining	NOUN
ital-13279	36	24	technologies	technology	NOUN
ital-13279	36	25	such	such	ADJ
ital-13279	36	26	as	as	ADP
ital-13279	36	27	machine	machine	NOUN
ital-13279	36	28	learning	learning	NOUN
ital-13279	36	29	and	and	CCONJ
ital-13279	36	30	nlp	nlp	NOUN
ital-13279	36	31	to	to	PART
ital-13279	36	32	intelligently	intelligently	ADV
ital-13279	36	33	identify	identify	VERB
ital-13279	36	34	historical	historical	ADJ
ital-13279	36	35	documents	document	NOUN
ital-13279	36	36	and	and	CCONJ
ital-13279	36	37	organize	organize	VERB
ital-13279	36	38	historical	historical	ADJ
ital-13279	36	39	data	datum	NOUN
ital-13279	36	40	will	will	AUX
ital-13279	36	41	help	help	VERB
ital-13279	36	42	us	we	PRON
ital-13279	36	43	more	more	ADV
ital-13279	36	44	than	than	ADP
ital-13279	36	45	traditional	traditional	ADJ
ital-13279	36	46	methods	method	NOUN
ital-13279	36	47	.	.	PUNCT
ital-13279	37	1	this	this	PRON
ital-13279	37	2	requires	require	VERB
ital-13279	37	3	the	the	DET
ital-13279	37	4	cooperation	cooperation	NOUN
ital-13279	37	5	of	of	ADP
ital-13279	37	6	artificial	artificial	ADJ
ital-13279	37	7	intelligence	intelligence	NOUN
ital-13279	37	8	and	and	CCONJ
ital-13279	37	9	historical	historical	ADJ
ital-13279	37	10	researchers	researcher	NOUN
ital-13279	37	11	to	to	PART
ital-13279	37	12	establish	establish	VERB
ital-13279	37	13	an	an	DET
ital-13279	37	14	effective	effective	ADJ
ital-13279	37	15	method	method	NOUN
ital-13279	37	16	of	of	ADP
ital-13279	37	17	historical	historical	ADJ
ital-13279	37	18	big	big	ADJ
ital-13279	37	19	data	datum	NOUN
ital-13279	37	20	information	information	NOUN
ital-13279	37	21	technology	technology	NOUN
ital-13279	37	22	and	and	CCONJ
ital-13279	37	23	libraries	library	NOUN
ital-13279	37	24	september	september	PROPN
ital-13279	37	25	2021	2021	NUM
ital-13279	37	26	text	text	NOUN
ital-13279	37	27	analysis	analysis	NOUN
ital-13279	37	28	and	and	CCONJ
ital-13279	37	29	visualization	visualization	NOUN
ital-13279	37	30	research	research	NOUN
ital-13279	37	31	on	on	ADP
ital-13279	37	32	the	the	DET
ital-13279	37	33	hetu	hetu	PROPN
ital-13279	37	34	dangse	dangse	PROPN
ital-13279	37	35	|	|	PROPN
ital-13279	37	36	wang	wang	PROPN
ital-13279	37	37	,	,	PUNCT
ital-13279	37	38	wu	wu	PROPN
ital-13279	37	39	,	,	PUNCT
ital-13279	37	40	yu	yu	PROPN
ital-13279	37	41	,	,	PUNCT
ital-13279	37	42	and	and	CCONJ
ital-13279	37	43	song	song	NOUN
ital-13279	37	44	3	3	NUM
ital-13279	37	45	analysis	analysis	NOUN
ital-13279	37	46	to	to	PART
ital-13279	37	47	achieve	achieve	VERB
ital-13279	37	48	the	the	DET
ital-13279	37	49	transformation	transformation	NOUN
ital-13279	37	50	from	from	ADP
ital-13279	37	51	traditional	traditional	ADJ
ital-13279	37	52	manual	manual	ADJ
ital-13279	37	53	historical	historical	ADJ
ital-13279	37	54	document	document	NOUN
ital-13279	37	55	analysis	analysis	NOUN
ital-13279	37	56	to	to	ADP
ital-13279	37	57	automatic	automatic	ADJ
ital-13279	37	58	artificial	artificial	ADJ
ital-13279	37	59	intelligence	intelligence	NOUN
ital-13279	37	60	analysis	analysis	NOUN
ital-13279	37	61	methods	method	NOUN
ital-13279	37	62	.	.	PUNCT
ital-13279	38	1	in	in	ADP
ital-13279	38	2	this	this	DET
ital-13279	38	3	paper	paper	NOUN
ital-13279	38	4	,	,	PUNCT
ital-13279	38	5	we	we	PRON
ital-13279	38	6	use	use	VERB
ital-13279	38	7	machine	machine	NOUN
ital-13279	38	8	learning	learning	NOUN
ital-13279	38	9	and	and	CCONJ
ital-13279	38	10	data	data	NOUN
ital-13279	38	11	visualization	visualization	NOUN
ital-13279	38	12	as	as	ADP
ital-13279	38	13	a	a	DET
ital-13279	38	14	tool	tool	NOUN
ital-13279	38	15	to	to	PART
ital-13279	38	16	identify	identify	VERB
ital-13279	38	17	differently	differently	ADV
ital-13279	38	18	the	the	DET
ital-13279	38	19	content	content	NOUN
ital-13279	38	20	of	of	ADP
ital-13279	38	21	the	the	DET
ital-13279	38	22	historical	historical	ADJ
ital-13279	38	23	documents	document	NOUN
ital-13279	38	24	from	from	ADP
ital-13279	38	25	traditional	traditional	ADJ
ital-13279	38	26	literature	literature	NOUN
ital-13279	38	27	reading	reading	NOUN
ital-13279	38	28	,	,	PUNCT
ital-13279	38	29	reveal	reveal	VERB
ital-13279	38	30	valuable	valuable	ADJ
ital-13279	38	31	information	information	NOUN
ital-13279	38	32	in	in	ADP
ital-13279	38	33	the	the	DET
ital-13279	38	34	content	content	NOUN
ital-13279	38	35	of	of	ADP
ital-13279	38	36	historical	historical	ADJ
ital-13279	38	37	documents	document	NOUN
ital-13279	38	38	,	,	PUNCT
ital-13279	38	39	and	and	CCONJ
ital-13279	38	40	promote	promote	VERB
ital-13279	38	41	more	more	ADV
ital-13279	38	42	systematic	systematic	ADJ
ital-13279	38	43	,	,	PUNCT
ital-13279	38	44	efficient	efficient	ADJ
ital-13279	38	45	,	,	PUNCT
ital-13279	38	46	and	and	CCONJ
ital-13279	38	47	detailed	detailed	ADJ
ital-13279	38	48	understanding	understanding	NOUN
ital-13279	38	49	of	of	ADP
ital-13279	38	50	the	the	DET
ital-13279	38	51	literature	literature	NOUN
ital-13279	38	52	.	.	PUNCT
ital-13279	39	1	related	relate	VERB
ital-13279	39	2	technology	technology	NOUN
ital-13279	39	3	definition	definition	NOUN
ital-13279	39	4	to	to	PART
ital-13279	39	5	perform	perform	VERB
ital-13279	39	6	text	text	NOUN
ital-13279	39	7	analysis	analysis	NOUN
ital-13279	39	8	and	and	CCONJ
ital-13279	39	9	visualization	visualization	NOUN
ital-13279	39	10	of	of	ADP
ital-13279	39	11	the	the	DET
ital-13279	39	12	hetu	hetu	PROPN
ital-13279	39	13	dangse	dangse	PROPN
ital-13279	39	14	,	,	PUNCT
ital-13279	39	15	we	we	PRON
ital-13279	39	16	use	use	VERB
ital-13279	39	17	machine	machine	NOUN
ital-13279	39	18	learning	learn	VERB
ital-13279	39	19	technology	technology	NOUN
ital-13279	39	20	such	such	ADJ
ital-13279	39	21	as	as	ADP
ital-13279	39	22	word	word	NOUN
ital-13279	39	23	vector	vector	NOUN
ital-13279	39	24	processing	processing	NOUN
ital-13279	39	25	,	,	PUNCT
ital-13279	39	26	the	the	DET
ital-13279	39	27	svm	svm	NOUN
ital-13279	39	28	(	(	PUNCT
ital-13279	39	29	support	support	VERB
ital-13279	39	30	vector	vector	NOUN
ital-13279	39	31	machines	machine	NOUN
ital-13279	39	32	)	)	PUNCT
ital-13279	39	33	model	model	NOUN
ital-13279	39	34	and	and	CCONJ
ital-13279	39	35	network	network	NOUN
ital-13279	39	36	analysis	analysis	NOUN
ital-13279	39	37	.	.	PUNCT
ital-13279	40	1	word	word	NOUN
ital-13279	40	2	vector	vector	NOUN
ital-13279	40	3	is	be	AUX
ital-13279	40	4	a	a	DET
ital-13279	40	5	numerical	numerical	ADJ
ital-13279	40	6	vector	vector	NOUN
ital-13279	40	7	representation	representation	NOUN
ital-13279	40	8	of	of	ADP
ital-13279	40	9	a	a	DET
ital-13279	40	10	word	word	NOUN
ital-13279	40	11	’s	’s	PART
ital-13279	40	12	literal	literal	ADJ
ital-13279	40	13	and	and	CCONJ
ital-13279	40	14	implicit	implicit	ADJ
ital-13279	40	15	meaning.8	meaning.8	INTJ
ital-13279	40	16	we	we	PRON
ital-13279	40	17	segmented	segment	VERB
ital-13279	40	18	the	the	DET
ital-13279	40	19	hetu	hetu	PROPN
ital-13279	40	20	dangse	dangse	PROPN
ital-13279	40	21	’s	’s	PART
ital-13279	40	22	catalog	catalog	NOUN
ital-13279	40	23	data	datum	NOUN
ital-13279	40	24	and	and	CCONJ
ital-13279	40	25	used	use	VERB
ital-13279	40	26	the	the	DET
ital-13279	40	27	word2vec	word2vec	NUM
ital-13279	40	28	model	model	NOUN
ital-13279	40	29	to	to	PART
ital-13279	40	30	transform	transform	VERB
ital-13279	40	31	the	the	DET
ital-13279	40	32	segmented	segmented	PROPN
ital-13279	40	33	data	datum	NOUN
ital-13279	40	34	’s	’s	PART
ital-13279	40	35	word	word	NOUN
ital-13279	40	36	vector	vector	NOUN
ital-13279	40	37	form	form	NOUN
ital-13279	40	38	into	into	ADP
ital-13279	40	39	a	a	DET
ital-13279	40	40	set	set	NOUN
ital-13279	40	41	of	of	ADP
ital-13279	40	42	50	50	NUM
ital-13279	40	43	-	-	PUNCT
ital-13279	40	44	dimensional	dimensional	ADJ
ital-13279	40	45	numerical	numerical	ADJ
ital-13279	40	46	vectors	vector	NOUN
ital-13279	40	47	representing	represent	VERB
ital-13279	40	48	a	a	DET
ital-13279	40	49	catalog	catalog	NOUN
ital-13279	40	50	’s	’s	PART
ital-13279	40	51	vector	vector	NOUN
ital-13279	40	52	data	datum	NOUN
ital-13279	40	53	set	set	VERB
ital-13279	40	54	.	.	PUNCT
ital-13279	41	1	to	to	PART
ital-13279	41	2	accurately	accurately	ADV
ital-13279	41	3	visualize	visualize	VERB
ital-13279	41	4	historical	historical	ADJ
ital-13279	41	5	document	document	NOUN
ital-13279	41	6	records	record	NOUN
ital-13279	41	7	’	'	PUNCT
ital-13279	41	8	relationship	relationship	NOUN
ital-13279	41	9	features	feature	NOUN
ital-13279	41	10	,	,	PUNCT
ital-13279	41	11	we	we	PRON
ital-13279	41	12	reduced	reduce	VERB
ital-13279	41	13	the	the	DET
ital-13279	41	14	vector	vector	NOUN
ital-13279	41	15	data	datum	NOUN
ital-13279	41	16	set	set	NOUN
ital-13279	41	17	’s	’s	PART
ital-13279	41	18	dimensionality	dimensionality	NOUN
ital-13279	41	19	.	.	PUNCT
ital-13279	42	1	dimensionality	dimensionality	NOUN
ital-13279	42	2	reduction	reduction	NOUN
ital-13279	42	3	,	,	PUNCT
ital-13279	42	4	or	or	CCONJ
ital-13279	42	5	dimension	dimension	NOUN
ital-13279	42	6	reduction	reduction	NOUN
ital-13279	42	7	,	,	PUNCT
ital-13279	42	8	is	be	AUX
ital-13279	42	9	data	data	NOUN
ital-13279	42	10	’s	’s	PART
ital-13279	42	11	transformation	transformation	NOUN
ital-13279	42	12	from	from	ADP
ital-13279	42	13	a	a	DET
ital-13279	42	14	highinto	highinto	PROPN
ital-13279	42	15	a	a	DET
ital-13279	42	16	low	low	ADV
ital-13279	42	17	-	-	PUNCT
ital-13279	42	18	dimensional	dimensional	ADJ
ital-13279	42	19	space	space	NOUN
ital-13279	42	20	so	so	SCONJ
ital-13279	42	21	that	that	SCONJ
ital-13279	42	22	the	the	DET
ital-13279	42	23	representation	representation	NOUN
ital-13279	42	24	retains	retain	VERB
ital-13279	42	25	some	some	PRON
ital-13279	42	26	of	of	ADP
ital-13279	42	27	the	the	DET
ital-13279	42	28	original	original	ADJ
ital-13279	42	29	data	datum	NOUN
ital-13279	42	30	’s	’s	PART
ital-13279	42	31	meaningful	meaningful	ADJ
ital-13279	42	32	properties	property	NOUN
ital-13279	42	33	,	,	PUNCT
ital-13279	42	34	ideally	ideally	ADV
ital-13279	42	35	close	close	ADJ
ital-13279	42	36	to	to	ADP
ital-13279	42	37	its	its	PRON
ital-13279	42	38	intrinsic	intrinsic	ADJ
ital-13279	42	39	dimension.9	dimension.9	NOUN
ital-13279	42	40	after	after	ADP
ital-13279	42	41	dimensionality	dimensionality	NOUN
ital-13279	42	42	reduction	reduction	NOUN
ital-13279	42	43	,	,	PUNCT
ital-13279	42	44	each	each	DET
ital-13279	42	45	catalog	catalog	NOUN
ital-13279	42	46	data	datum	NOUN
ital-13279	42	47	in	in	ADP
ital-13279	42	48	the	the	DET
ital-13279	42	49	vector	vector	NOUN
ital-13279	42	50	data	datum	NOUN
ital-13279	42	51	set	set	NOUN
ital-13279	42	52	is	be	AUX
ital-13279	42	53	reduced	reduce	VERB
ital-13279	42	54	from	from	ADP
ital-13279	42	55	50	50	NUM
ital-13279	42	56	to	to	PART
ital-13279	42	57	2	2	NUM
ital-13279	42	58	dimensions	dimension	NOUN
ital-13279	42	59	to	to	PART
ital-13279	42	60	facilitate	facilitate	VERB
ital-13279	42	61	flat	flat	ADJ
ital-13279	42	62	display	display	NOUN
ital-13279	42	63	.	.	PUNCT
ital-13279	43	1	we	we	PRON
ital-13279	43	2	used	use	VERB
ital-13279	43	3	the	the	DET
ital-13279	43	4	svm	svm	PROPN
ital-13279	43	5	model	model	NOUN
ital-13279	43	6	and	and	CCONJ
ital-13279	43	7	network	network	NOUN
ital-13279	43	8	analysis	analysis	NOUN
ital-13279	43	9	technology	technology	NOUN
ital-13279	43	10	to	to	PART
ital-13279	43	11	analyze	analyze	VERB
ital-13279	43	12	the	the	DET
ital-13279	43	13	vector	vector	NOUN
ital-13279	43	14	data	datum	NOUN
ital-13279	43	15	set	set	VERB
ital-13279	43	16	.	.	PUNCT
ital-13279	44	1	the	the	DET
ital-13279	44	2	svm	svm	PROPN
ital-13279	44	3	model	model	NOUN
ital-13279	44	4	is	be	AUX
ital-13279	44	5	a	a	DET
ital-13279	44	6	set	set	NOUN
ital-13279	44	7	of	of	ADP
ital-13279	44	8	supervised	supervised	ADJ
ital-13279	44	9	learning	learning	NOUN
ital-13279	44	10	methods	method	NOUN
ital-13279	44	11	used	use	VERB
ital-13279	44	12	for	for	ADP
ital-13279	44	13	classification	classification	NOUN
ital-13279	44	14	,	,	PUNCT
ital-13279	44	15	regression	regression	NOUN
ital-13279	44	16	,	,	PUNCT
ital-13279	44	17	and	and	CCONJ
ital-13279	44	18	outlier	outlier	PROPN
ital-13279	44	19	detection.10	detection.10	NOUN
ital-13279	44	20	it	it	PRON
ital-13279	44	21	is	be	AUX
ital-13279	44	22	given	give	VERB
ital-13279	44	23	a	a	DET
ital-13279	44	24	vector	vector	NOUN
ital-13279	44	25	data	datum	NOUN
ital-13279	44	26	set	set	VERB
ital-13279	44	27	as	as	ADP
ital-13279	44	28	training	training	NOUN
ital-13279	44	29	to	to	PART
ital-13279	44	30	represent	represent	VERB
ital-13279	44	31	historical	historical	ADJ
ital-13279	44	32	document	document	NOUN
ital-13279	44	33	records	record	NOUN
ital-13279	44	34	as	as	ADP
ital-13279	44	35	points	point	NOUN
ital-13279	44	36	in	in	ADP
ital-13279	44	37	space	space	NOUN
ital-13279	44	38	,	,	PUNCT
ital-13279	44	39	and	and	CCONJ
ital-13279	44	40	learns	learn	VERB
ital-13279	44	41	independently	independently	ADV
ital-13279	44	42	through	through	ADP
ital-13279	44	43	the	the	DET
ital-13279	44	44	kernel	kernel	PROPN
ital-13279	44	45	algorithm	algorithm	PROPN
ital-13279	44	46	.	.	PUNCT
ital-13279	45	1	using	use	VERB
ital-13279	45	2	the	the	DET
ital-13279	45	3	algorithm	algorithm	NOUN
ital-13279	45	4	,	,	PUNCT
ital-13279	45	5	it	it	PRON
ital-13279	45	6	maps	map	VERB
ital-13279	45	7	the	the	DET
ital-13279	45	8	separated	separated	ADJ
ital-13279	45	9	new	new	ADJ
ital-13279	45	10	records	record	NOUN
ital-13279	45	11	to	to	ADP
ital-13279	45	12	the	the	DET
ital-13279	45	13	same	same	ADJ
ital-13279	45	14	space	space	NOUN
ital-13279	45	15	,	,	PUNCT
ital-13279	45	16	and	and	CCONJ
ital-13279	45	17	predicts	predict	VERB
ital-13279	45	18	their	their	PRON
ital-13279	45	19	category	category	NOUN
ital-13279	45	20	based	base	VERB
ital-13279	45	21	on	on	ADP
ital-13279	45	22	which	which	DET
ital-13279	45	23	side	side	NOUN
ital-13279	45	24	of	of	ADP
ital-13279	45	25	the	the	DET
ital-13279	45	26	interval	interval	NOUN
ital-13279	45	27	they	they	PRON
ital-13279	45	28	fall	fall	VERB
ital-13279	45	29	.	.	PUNCT
ital-13279	46	1	network	network	NOUN
ital-13279	46	2	analysis	analysis	NOUN
ital-13279	46	3	techniques	technique	NOUN
ital-13279	46	4	derive	derive	VERB
ital-13279	46	5	from	from	ADP
ital-13279	46	6	network	network	NOUN
ital-13279	46	7	theory	theory	NOUN
ital-13279	46	8	,	,	PUNCT
ital-13279	46	9	a	a	DET
ital-13279	46	10	computer	computer	NOUN
ital-13279	46	11	science	science	NOUN
ital-13279	46	12	system	system	NOUN
ital-13279	46	13	demonstrating	demonstrate	VERB
ital-13279	46	14	social	social	ADJ
ital-13279	46	15	networks	network	NOUN
ital-13279	46	16	’	’	PART
ital-13279	46	17	powerful	powerful	ADJ
ital-13279	46	18	influences	influence	NOUN
ital-13279	46	19	.	.	PUNCT
ital-13279	47	1	network	network	NOUN
ital-13279	47	2	analysis	analysis	NOUN
ital-13279	47	3	technology	technology	NOUN
ital-13279	47	4	’s	’s	PART
ital-13279	47	5	characteristics	characteristic	NOUN
ital-13279	47	6	determine	determine	VERB
ital-13279	47	7	that	that	SCONJ
ital-13279	47	8	it	it	PRON
ital-13279	47	9	is	be	AUX
ital-13279	47	10	suitable	suitable	ADJ
ital-13279	47	11	for	for	ADP
ital-13279	47	12	books	book	NOUN
ital-13279	47	13	and	and	CCONJ
ital-13279	47	14	historical	historical	ADJ
ital-13279	47	15	archives	archive	NOUN
ital-13279	47	16	’	’	PART
ital-13279	47	17	visualization	visualization	NOUN
ital-13279	47	18	in	in	ADP
ital-13279	47	19	the	the	DET
ital-13279	47	20	library	library	NOUN
ital-13279	47	21	and	and	CCONJ
ital-13279	47	22	information	information	NOUN
ital-13279	47	23	science	science	NOUN
ital-13279	47	24	field	field	NOUN
ital-13279	47	25	,	,	PUNCT
ital-13279	47	26	because	because	SCONJ
ital-13279	47	27	the	the	DET
ital-13279	47	28	visualization	visualization	NOUN
ital-13279	47	29	technique	technique	NOUN
ital-13279	47	30	involves	involve	VERB
ital-13279	47	31	mapping	mapping	NOUN
ital-13279	47	32	entities	entity	NOUN
ital-13279	47	33	’	’	PART
ital-13279	47	34	relationships	relationship	NOUN
ital-13279	47	35	based	base	VERB
ital-13279	47	36	on	on	ADP
ital-13279	47	37	the	the	DET
ital-13279	47	38	symmetry	symmetry	NOUN
ital-13279	47	39	or	or	CCONJ
ital-13279	47	40	asymmetry	asymmetry	NOUN
ital-13279	47	41	of	of	ADP
ital-13279	47	42	their	their	PRON
ital-13279	47	43	relative	relative	ADJ
ital-13279	47	44	proximity.11	proximity.11	NOUN
ital-13279	47	45	thus	thus	ADV
ital-13279	47	46	,	,	PUNCT
ital-13279	47	47	it	it	PRON
ital-13279	47	48	helps	help	VERB
ital-13279	47	49	to	to	PART
ital-13279	47	50	discover	discover	VERB
ital-13279	47	51	historical	historical	ADJ
ital-13279	47	52	documents	document	NOUN
ital-13279	47	53	’	’	PART
ital-13279	47	54	knowledge	knowledge	NOUN
ital-13279	47	55	relevance	relevance	NOUN
ital-13279	47	56	.	.	PUNCT
ital-13279	48	1	for	for	ADP
ital-13279	48	2	example	example	NOUN
ital-13279	48	3	,	,	PUNCT
ital-13279	48	4	citation	citation	NOUN
ital-13279	48	5	network	network	NOUN
ital-13279	48	6	analysis	analysis	NOUN
ital-13279	48	7	can	can	AUX
ital-13279	48	8	identify	identify	VERB
ital-13279	48	9	emerging	emerge	VERB
ital-13279	48	10	relationships	relationship	NOUN
ital-13279	48	11	in	in	ADP
ital-13279	48	12	healthcare	healthcare	NOUN
ital-13279	48	13	domain	domain	NOUN
ital-13279	48	14	journals.12	journals.12	NOUN
ital-13279	48	15	sample	sample	NOUN
ital-13279	48	16	data	datum	NOUN
ital-13279	48	17	preprocessing	preprocessing	NOUN
ital-13279	48	18	and	and	CCONJ
ital-13279	48	19	classification	classification	NOUN
ital-13279	48	20	this	this	DET
ital-13279	48	21	study	study	NOUN
ital-13279	48	22	uses	use	VERB
ital-13279	48	23	the	the	DET
ital-13279	48	24	catalog	catalog	NOUN
ital-13279	48	25	of	of	ADP
ital-13279	48	26	the	the	DET
ital-13279	48	27	qing	qing	PROPN
ital-13279	48	28	dynasty	dynasty	NOUN
ital-13279	48	29	historical	historical	ADJ
ital-13279	48	30	archives	archive	NOUN
ital-13279	48	31	from	from	ADP
ital-13279	48	32	the	the	DET
ital-13279	48	33	hetu	hetu	PROPN
ital-13279	48	34	dangse	dangse	PROPN
ital-13279	48	35	collected	collect	VERB
ital-13279	48	36	by	by	ADP
ital-13279	48	37	the	the	DET
ital-13279	48	38	liaoning	liaoning	NOUN
ital-13279	48	39	archives	archive	NOUN
ital-13279	48	40	as	as	ADP
ital-13279	48	41	the	the	DET
ital-13279	48	42	research	research	NOUN
ital-13279	48	43	sample	sample	NOUN
ital-13279	48	44	to	to	PART
ital-13279	48	45	conduct	conduct	VERB
ital-13279	48	46	text	text	NOUN
ital-13279	48	47	analysis	analysis	NOUN
ital-13279	48	48	and	and	CCONJ
ital-13279	48	49	visualization	visualization	NOUN
ital-13279	48	50	research	research	NOUN
ital-13279	48	51	.	.	PUNCT
ital-13279	49	1	china	china	PROPN
ital-13279	49	2	’s	’s	PART
ital-13279	49	3	hetu	hetu	PROPN
ital-13279	49	4	dangse	dangse	PROPN
ital-13279	49	5	is	be	AUX
ital-13279	49	6	the	the	DET
ital-13279	49	7	largest	large	ADJ
ital-13279	49	8	qing	qing	PROPN
ital-13279	49	9	dynasty	dynasty	NOUN
ital-13279	49	10	thematic	thematic	ADJ
ital-13279	49	11	archive	archive	NOUN
ital-13279	49	12	with	with	ADP
ital-13279	49	13	manchu	manchu	PROPN
ital-13279	49	14	and	and	CCONJ
ital-13279	49	15	chinese	chinese	ADJ
ital-13279	49	16	characters	character	NOUN
ital-13279	49	17	both	both	CCONJ
ital-13279	49	18	in	in	ADP
ital-13279	49	19	domestic	domestic	ADJ
ital-13279	49	20	and	and	CCONJ
ital-13279	49	21	international	international	ADJ
ital-13279	49	22	.	.	PUNCT
ital-13279	50	1	the	the	DET
ital-13279	50	2	hetu	hetu	PROPN
ital-13279	50	3	dangse	dangse	PROPN
ital-13279	50	4	is	be	AUX
ital-13279	50	5	the	the	DET
ital-13279	50	6	official	official	ADJ
ital-13279	50	7	document	document	NOUN
ital-13279	50	8	of	of	ADP
ital-13279	50	9	communication	communication	NOUN
ital-13279	50	10	between	between	ADP
ital-13279	50	11	shengjing	shengje	VERB
ital-13279	50	12	general	general	ADJ
ital-13279	50	13	yamen	yaman	NOUN
ital-13279	50	14	,	,	PUNCT
ital-13279	50	15	the	the	DET
ital-13279	50	16	wubu	wubu	NOUN
ital-13279	50	17	of	of	ADP
ital-13279	50	18	shengjing	shengjing	NOUN
ital-13279	50	19	and	and	CCONJ
ital-13279	50	20	fengtian	fengtian	ADJ
ital-13279	50	21	office	office	NOUN
ital-13279	50	22	,	,	PUNCT
ital-13279	50	23	and	and	CCONJ
ital-13279	50	24	the	the	DET
ital-13279	50	25	document	document	NOUN
ital-13279	50	26	communicated	communicate	VERB
ital-13279	50	27	between	between	ADP
ital-13279	50	28	the	the	DET
ital-13279	50	29	beijing	beijing	PROPN
ital-13279	50	30	internal	internal	PROPN
ital-13279	50	31	affairs	affairs	PROPN
ital-13279	50	32	office	office	NOUN
ital-13279	50	33	in	in	ADP
ital-13279	50	34	charge	charge	NOUN
ital-13279	50	35	and	and	CCONJ
ital-13279	50	36	the	the	DET
ital-13279	50	37	liubu	liubu	NOUN
ital-13279	50	38	of	of	ADP
ital-13279	50	39	beijing	beijing	PROPN
ital-13279	50	40	during	during	ADP
ital-13279	50	41	the	the	DET
ital-13279	50	42	qing	qing	PROPN
ital-13279	50	43	dynasty	dynasty	NOUN
ital-13279	50	44	.	.	PUNCT
ital-13279	51	1	the	the	DET
ital-13279	51	2	hetu	hetu	PROPN
ital-13279	51	3	dangse	dangse	PROPN
ital-13279	51	4	was	be	AUX
ital-13279	51	5	published	publish	VERB
ital-13279	51	6	from	from	ADP
ital-13279	51	7	2015	2015	NUM
ital-13279	51	8	to	to	ADP
ital-13279	51	9	2018	2018	NUM
ital-13279	51	10	,	,	PUNCT
ital-13279	51	11	including	include	VERB
ital-13279	51	12	the	the	DET
ital-13279	51	13	hetu	hetu	NOUN
ital-13279	51	14	dangse·kangxi	dangse·kangxi	PROPN
ital-13279	51	15	period	period	NOUN
ital-13279	51	16	(	(	PUNCT
ital-13279	51	17	56	56	NUM
ital-13279	51	18	volumes	volume	NOUN
ital-13279	51	19	)	)	PUNCT
ital-13279	51	20	,	,	PUNCT
ital-13279	51	21	hetu	hetu	PROPN
ital-13279	51	22	dangse·yongzheng	dangse·yongzheng	PROPN
ital-13279	51	23	period	period	NOUN
ital-13279	51	24	(	(	PUNCT
ital-13279	51	25	30	30	NUM
ital-13279	51	26	volumes	volume	NOUN
ital-13279	51	27	)	)	PUNCT
ital-13279	51	28	,	,	PUNCT
ital-13279	51	29	hetu	hetu	PROPN
ital-13279	51	30	dangse·qianlong	dangse·qianlong	PROPN
ital-13279	51	31	period	period	NOUN
ital-13279	51	32	(	(	PUNCT
ital-13279	51	33	24	24	NUM
ital-13279	51	34	volumes	volume	NOUN
ital-13279	51	35	)	)	PUNCT
ital-13279	51	36	,	,	PUNCT
ital-13279	51	37	hetu	hetu	PROPN
ital-13279	51	38	dangse·qianlong	dangse·qianlong	PROPN
ital-13279	51	39	period	period	NOUN
ital-13279	51	40	(	(	PUNCT
ital-13279	51	41	17	17	NUM
ital-13279	51	42	volumes	volume	NOUN
ital-13279	51	43	)	)	PUNCT
ital-13279	51	44	,	,	PUNCT
ital-13279	51	45	hetu	hetu	PROPN
ital-13279	51	46	dangse·daoguang	dangse·daoguang	PROPN
ital-13279	51	47	period	period	NOUN
ital-13279	51	48	(	(	PUNCT
ital-13279	51	49	52	52	NUM
ital-13279	51	50	volumes	volume	NOUN
ital-13279	51	51	)	)	PUNCT
ital-13279	51	52	,	,	PUNCT
ital-13279	51	53	hetu	hetu	PROPN
ital-13279	51	54	dangse·jiaqing	dangse·jiaqing	PROPN
ital-13279	51	55	period	period	NOUN
ital-13279	51	56	(	(	PUNCT
ital-13279	51	57	58	58	NUM
ital-13279	51	58	volumes	volume	NOUN
ital-13279	51	59	)	)	PUNCT
ital-13279	51	60	,	,	PUNCT
ital-13279	51	61	hetu	hetu	PROPN
ital-13279	51	62	dangse·qianlong	dangse·qianlong	PROPN
ital-13279	51	63	period	period	NOUN
ital-13279	51	64	official	official	ADJ
ital-13279	51	65	documents	document	NOUN
ital-13279	51	66	(	(	PUNCT
ital-13279	51	67	46	46	NUM
ital-13279	51	68	volumes	volume	NOUN
ital-13279	51	69	)	)	PUNCT
ital-13279	51	70	,	,	PUNCT
ital-13279	51	71	hetu	hetu	PROPN
ital-13279	51	72	dangse·qianlong	dangse·qianlong	PROPN
ital-13279	51	73	period	period	NOUN
ital-13279	51	74	official	official	ADJ
ital-13279	51	75	documents	document	NOUN
ital-13279	51	76	(	(	PUNCT
ital-13279	51	77	46	46	NUM
ital-13279	51	78	volumes	volume	NOUN
ital-13279	51	79	)	)	PUNCT
ital-13279	51	80	,	,	PUNCT
ital-13279	51	81	and	and	CCONJ
ital-13279	51	82	hetu	hetu	PROPN
ital-13279	51	83	dangse·general	dangse·general	ADJ
ital-13279	51	84	list	list	NOUN
ital-13279	51	85	(	(	PUNCT
ital-13279	51	86	16	16	NUM
ital-13279	51	87	volumes).13	volumes).13	NUM
ital-13279	51	88	the	the	DET
ital-13279	51	89	hetu	hetu	PROPN
ital-13279	51	90	dangse	dangse	PROPN
ital-13279	51	91	is	be	AUX
ital-13279	51	92	an	an	DET
ital-13279	51	93	information	information	NOUN
ital-13279	51	94	technology	technology	NOUN
ital-13279	51	95	and	and	CCONJ
ital-13279	51	96	libraries	library	NOUN
ital-13279	51	97	september	september	PROPN
ital-13279	51	98	2021	2021	NUM
ital-13279	51	99	text	text	NOUN
ital-13279	51	100	analysis	analysis	NOUN
ital-13279	51	101	and	and	CCONJ
ital-13279	51	102	visualization	visualization	NOUN
ital-13279	51	103	research	research	NOUN
ital-13279	51	104	on	on	ADP
ital-13279	51	105	the	the	DET
ital-13279	51	106	hetu	hetu	PROPN
ital-13279	51	107	dangse	dangse	PROPN
ital-13279	51	108	|	|	PROPN
ital-13279	51	109	wang	wang	PROPN
ital-13279	51	110	,	,	PUNCT
ital-13279	51	111	wu	wu	PROPN
ital-13279	51	112	,	,	PUNCT
ital-13279	51	113	yu	yu	PROPN
ital-13279	51	114	,	,	PUNCT
ital-13279	51	115	and	and	CCONJ
ital-13279	51	116	song	song	NOUN
ital-13279	51	117	4	4	NUM
ital-13279	51	118	important	important	ADJ
ital-13279	51	119	document	document	NOUN
ital-13279	51	120	for	for	ADP
ital-13279	51	121	studying	study	VERB
ital-13279	51	122	the	the	DET
ital-13279	51	123	history	history	NOUN
ital-13279	51	124	of	of	ADP
ital-13279	51	125	the	the	DET
ital-13279	51	126	qing	qing	PROPN
ital-13279	51	127	dynasty	dynasty	PROPN
ital-13279	51	128	.	.	PUNCT
ital-13279	52	1	owing	owe	VERB
ital-13279	52	2	to	to	ADP
ital-13279	52	3	the	the	DET
ital-13279	52	4	special	special	ADJ
ital-13279	52	5	status	status	NOUN
ital-13279	52	6	of	of	ADP
ital-13279	52	7	shengjing	shengje	VERB
ital-13279	52	8	in	in	ADP
ital-13279	52	9	the	the	DET
ital-13279	52	10	qing	qing	PROPN
ital-13279	52	11	dynasty	dynasty	NOUN
ital-13279	52	12	,	,	PUNCT
ital-13279	52	13	it	it	PRON
ital-13279	52	14	has	have	VERB
ital-13279	52	15	a	a	DET
ital-13279	52	16	unique	unique	ADJ
ital-13279	52	17	historical	historical	ADJ
ital-13279	52	18	significance	significance	NOUN
ital-13279	52	19	as	as	ADP
ital-13279	52	20	the	the	DET
ital-13279	52	21	companion	companion	NOUN
ital-13279	52	22	capital	capital	NOUN
ital-13279	52	23	of	of	ADP
ital-13279	52	24	beijing	beijing	PROPN
ital-13279	52	25	and	and	CCONJ
ital-13279	52	26	the	the	DET
ital-13279	52	27	hometown	hometown	NOUN
ital-13279	52	28	of	of	ADP
ital-13279	52	29	the	the	DET
ital-13279	52	30	qing	qing	PROPN
ital-13279	52	31	royal	royal	PROPN
ital-13279	52	32	family	family	NOUN
ital-13279	52	33	.	.	PUNCT
ital-13279	53	1	this	this	PRON
ital-13279	53	2	provides	provide	VERB
ital-13279	53	3	original	original	ADJ
ital-13279	53	4	evidence	evidence	NOUN
ital-13279	53	5	from	from	ADP
ital-13279	53	6	this	this	DET
ital-13279	53	7	time	time	NOUN
ital-13279	53	8	for	for	ADP
ital-13279	53	9	studying	study	VERB
ital-13279	53	10	politics	politic	NOUN
ital-13279	53	11	,	,	PUNCT
ital-13279	53	12	economy	economy	NOUN
ital-13279	53	13	,	,	PUNCT
ital-13279	53	14	culture	culture	NOUN
ital-13279	53	15	,	,	PUNCT
ital-13279	53	16	history	history	NOUN
ital-13279	53	17	,	,	PUNCT
ital-13279	53	18	and	and	CCONJ
ital-13279	53	19	natural	natural	ADJ
ital-13279	53	20	ecology	ecology	NOUN
ital-13279	53	21	in	in	ADP
ital-13279	53	22	northeast	northeast	ADJ
ital-13279	53	23	china	china	PROPN
ital-13279	53	24	.	.	PUNCT
ital-13279	54	1	in	in	ADP
ital-13279	54	2	this	this	DET
ital-13279	54	3	study	study	NOUN
ital-13279	54	4	,	,	PUNCT
ital-13279	54	5	we	we	PRON
ital-13279	54	6	preprocess	preprocess	VERB
ital-13279	54	7	the	the	DET
ital-13279	54	8	catalog	catalog	NOUN
ital-13279	54	9	data	datum	NOUN
ital-13279	54	10	of	of	ADP
ital-13279	54	11	the	the	DET
ital-13279	54	12	hetu	hetu	PROPN
ital-13279	54	13	dangse	dangse	PROPN
ital-13279	54	14	by	by	ADP
ital-13279	54	15	performing	perform	VERB
ital-13279	54	16	text	text	NOUN
ital-13279	54	17	segmentation	segmentation	NOUN
ital-13279	54	18	,	,	PUNCT
ital-13279	54	19	creating	create	VERB
ital-13279	54	20	a	a	DET
ital-13279	54	21	corpus	corpus	NOUN
ital-13279	54	22	,	,	PUNCT
ital-13279	54	23	and	and	CCONJ
ital-13279	54	24	labeling	labeling	NOUN
ital-13279	54	25	data	datum	NOUN
ital-13279	54	26	before	before	ADP
ital-13279	54	27	using	use	VERB
ital-13279	54	28	text	text	NOUN
ital-13279	54	29	analysis	analysis	NOUN
ital-13279	54	30	and	and	CCONJ
ital-13279	54	31	visualization	visualization	NOUN
ital-13279	54	32	technology	technology	NOUN
ital-13279	54	33	to	to	PART
ital-13279	54	34	analyze	analyze	VERB
ital-13279	54	35	the	the	DET
ital-13279	54	36	catalog	catalog	NOUN
ital-13279	54	37	data	datum	NOUN
ital-13279	54	38	of	of	ADP
ital-13279	54	39	hetu	hetu	PROPN
ital-13279	54	40	dangse	dangse	PROPN
ital-13279	54	41	.	.	PUNCT
ital-13279	55	1	first	first	ADV
ital-13279	55	2	,	,	PUNCT
ital-13279	55	3	we	we	PRON
ital-13279	55	4	use	use	VERB
ital-13279	55	5	word	word	NOUN
ital-13279	55	6	frequency	frequency	NOUN
ital-13279	55	7	analysis	analysis	NOUN
ital-13279	55	8	and	and	CCONJ
ital-13279	55	9	statistics	statistic	NOUN
ital-13279	55	10	to	to	PART
ital-13279	55	11	study	study	VERB
ital-13279	55	12	the	the	DET
ital-13279	55	13	functions	function	NOUN
ital-13279	55	14	of	of	ADP
ital-13279	55	15	institutions	institution	NOUN
ital-13279	55	16	.	.	PUNCT
ital-13279	56	1	second	second	ADV
ital-13279	56	2	,	,	PUNCT
ital-13279	56	3	we	we	PRON
ital-13279	56	4	use	use	VERB
ital-13279	56	5	the	the	DET
ital-13279	56	6	co	co	NOUN
ital-13279	56	7	-	-	NOUN
ital-13279	56	8	word	word	ADJ
ital-13279	56	9	clustering	clustering	NOUN
ital-13279	56	10	algorithm	algorithm	NOUN
ital-13279	56	11	to	to	PART
ital-13279	56	12	quantify	quantify	VERB
ital-13279	56	13	and	and	CCONJ
ital-13279	56	14	visualize	visualize	VERB
ital-13279	56	15	the	the	DET
ital-13279	56	16	institutional	institutional	ADJ
ital-13279	56	17	relationships	relationship	NOUN
ital-13279	56	18	.	.	PUNCT
ital-13279	57	1	finally	finally	ADV
ital-13279	57	2	,	,	PUNCT
ital-13279	57	3	we	we	PRON
ital-13279	57	4	use	use	VERB
ital-13279	57	5	the	the	DET
ital-13279	57	6	svm	svm	PROPN
ital-13279	57	7	model	model	NOUN
ital-13279	57	8	to	to	PART
ital-13279	57	9	automatically	automatically	ADV
ital-13279	57	10	classify	classify	VERB
ital-13279	57	11	and	and	CCONJ
ital-13279	57	12	explore	explore	VERB
ital-13279	57	13	the	the	DET
ital-13279	57	14	catalog	catalog	NOUN
ital-13279	57	15	data	datum	NOUN
ital-13279	57	16	of	of	ADP
ital-13279	57	17	the	the	DET
ital-13279	57	18	hetu	hetu	PROPN
ital-13279	57	19	dangse	dangse	PROPN
ital-13279	57	20	.	.	PUNCT
ital-13279	58	1	figure	figure	NOUN
ital-13279	58	2	1	1	NUM
ital-13279	58	3	illustrates	illustrate	VERB
ital-13279	58	4	this	this	DET
ital-13279	58	5	process	process	NOUN
ital-13279	58	6	.	.	PUNCT
ital-13279	59	1	figure	figure	NOUN
ital-13279	59	2	1	1	NUM
ital-13279	59	3	.	.	PUNCT
ital-13279	60	1	text	text	NOUN
ital-13279	60	2	analysis	analysis	NOUN
ital-13279	60	3	flowchart	flowchart	NOUN
ital-13279	60	4	.	.	PUNCT
ital-13279	61	1	data	datum	NOUN
ital-13279	61	2	preparation	preparation	NOUN
ital-13279	61	3	and	and	CCONJ
ital-13279	61	4	preprocessing	preprocesse	VERB
ital-13279	61	5	we	we	PRON
ital-13279	61	6	collected	collect	VERB
ital-13279	61	7	95,680	95,680	NUM
ital-13279	61	8	catalog	catalog	NOUN
ital-13279	61	9	data	datum	NOUN
ital-13279	61	10	items	item	NOUN
ital-13279	61	11	in	in	ADP
ital-13279	61	12	the	the	DET
ital-13279	61	13	hetu	hetu	PROPN
ital-13279	61	14	dangse	dangse	PROPN
ital-13279	61	15	of	of	ADP
ital-13279	61	16	the	the	DET
ital-13279	61	17	liaoning	liaone	VERB
ital-13279	61	18	archives	archive	NOUN
ital-13279	61	19	,	,	PUNCT
ital-13279	61	20	including	include	VERB
ital-13279	61	21	25,148	25,148	NUM
ital-13279	61	22	items	item	NOUN
ital-13279	61	23	from	from	ADP
ital-13279	61	24	the	the	DET
ital-13279	61	25	kangxi	kangxi	NOUN
ital-13279	61	26	period	period	NOUN
ital-13279	61	27	;	;	PUNCT
ital-13279	61	28	1,096	1,096	NUM
ital-13279	61	29	items	item	NOUN
ital-13279	61	30	from	from	ADP
ital-13279	61	31	the	the	DET
ital-13279	61	32	yongzheng	yongzheng	PROPN
ital-13279	61	33	period	period	NOUN
ital-13279	61	34	;	;	PUNCT
ital-13279	61	35	23,819	23,819	NUM
ital-13279	61	36	items	item	NOUN
ital-13279	61	37	from	from	ADP
ital-13279	61	38	the	the	DET
ital-13279	61	39	qianlong	qianlong	NOUN
ital-13279	61	40	period	period	NOUN
ital-13279	61	41	;	;	PUNCT
ital-13279	61	42	20,730	20,730	NUM
ital-13279	61	43	items	item	NOUN
ital-13279	61	44	from	from	ADP
ital-13279	61	45	the	the	DET
ital-13279	61	46	jiaqing	jiaqe	VERB
ital-13279	61	47	period	period	NOUN
ital-13279	61	48	;	;	PUNCT
ital-13279	61	49	and	and	CCONJ
ital-13279	61	50	15,887	15,887	NUM
ital-13279	61	51	items	item	NOUN
ital-13279	61	52	from	from	ADP
ital-13279	61	53	the	the	DET
ital-13279	61	54	daoguang	daoguang	PROPN
ital-13279	61	55	period	period	NOUN
ital-13279	61	56	.	.	PUNCT
ital-13279	62	1	the	the	DET
ital-13279	62	2	content	content	NOUN
ital-13279	62	3	of	of	ADP
ital-13279	62	4	each	each	DET
ital-13279	62	5	catalog	catalog	NOUN
ital-13279	62	6	data	datum	NOUN
ital-13279	62	7	includes	include	VERB
ital-13279	62	8	three	three	NUM
ital-13279	62	9	parts	part	NOUN
ital-13279	62	10	:	:	PUNCT
ital-13279	62	11	title	title	NOUN
ital-13279	62	12	information	information	NOUN
ital-13279	62	13	,	,	PUNCT
ital-13279	62	14	time	time	NOUN
ital-13279	62	15	of	of	ADP
ital-13279	62	16	publication	publication	NOUN
ital-13279	62	17	(	(	PUNCT
ital-13279	62	18	chinese	chinese	ADJ
ital-13279	62	19	lunar	lunar	ADJ
ital-13279	62	20	calendar	calendar	NOUN
ital-13279	62	21	)	)	PUNCT
ital-13279	62	22	,	,	PUNCT
ital-13279	62	23	and	and	CCONJ
ital-13279	62	24	responsible	responsible	ADJ
ital-13279	62	25	agency	agency	NOUN
ital-13279	62	26	.	.	PUNCT
ital-13279	63	1	the	the	DET
ital-13279	63	2	proportion	proportion	NOUN
ital-13279	63	3	for	for	ADP
ital-13279	63	4	each	each	DET
ital-13279	63	5	period	period	NOUN
ital-13279	63	6	was	be	AUX
ital-13279	63	7	not	not	PART
ital-13279	63	8	evenly	evenly	ADV
ital-13279	63	9	distributed	distribute	VERB
ital-13279	63	10	in	in	ADP
ital-13279	63	11	the	the	DET
ital-13279	63	12	catalog	catalog	NOUN
ital-13279	63	13	data	datum	NOUN
ital-13279	63	14	of	of	ADP
ital-13279	63	15	the	the	DET
ital-13279	63	16	hetu	hetu	PROPN
ital-13279	63	17	dangse	dangse	PROPN
ital-13279	63	18	with	with	ADP
ital-13279	63	19	the	the	DET
ital-13279	63	20	kangxi	kangxi	PROPN
ital-13279	63	21	period	period	NOUN
ital-13279	63	22	catalog	catalog	NOUN
ital-13279	63	23	data	datum	NOUN
ital-13279	63	24	having	have	VERB
ital-13279	63	25	the	the	DET
ital-13279	63	26	highest	high	ADJ
ital-13279	63	27	proportion	proportion	NOUN
ital-13279	63	28	(	(	PUNCT
ital-13279	63	29	26.2	26.2	NUM
ital-13279	63	30	%	%	NOUN
ital-13279	63	31	)	)	PUNCT
ital-13279	63	32	.	.	PUNCT
ital-13279	64	1	through	through	ADP
ital-13279	64	2	the	the	DET
ital-13279	64	3	catalog	catalog	NOUN
ital-13279	64	4	data	datum	NOUN
ital-13279	64	5	information	information	NOUN
ital-13279	64	6	,	,	PUNCT
ital-13279	64	7	we	we	PRON
ital-13279	64	8	can	can	AUX
ital-13279	64	9	perform	perform	VERB
ital-13279	64	10	an	an	DET
ital-13279	64	11	in	in	ADP
ital-13279	64	12	-depth	-depth	ADJ
ital-13279	64	13	analysis	analysis	NOUN
ital-13279	64	14	of	of	ADP
ital-13279	64	15	the	the	DET
ital-13279	64	16	content	content	NOUN
ital-13279	64	17	of	of	ADP
ital-13279	64	18	the	the	DET
ital-13279	64	19	hetu	hetu	PROPN
ital-13279	64	20	dangse	dangse	PROPN
ital-13279	64	21	from	from	ADP
ital-13279	64	22	the	the	DET
ital-13279	64	23	three	three	NUM
ital-13279	64	24	perspectives	perspective	NOUN
ital-13279	64	25	:	:	PUNCT
ital-13279	64	26	institutional	institutional	ADJ
ital-13279	64	27	functions	function	NOUN
ital-13279	64	28	,	,	PUNCT
ital-13279	64	29	institutional	institutional	ADJ
ital-13279	64	30	relationships	relationship	NOUN
ital-13279	64	31	,	,	PUNCT
ital-13279	64	32	and	and	CCONJ
ital-13279	64	33	topic	topic	NOUN
ital-13279	64	34	classification	classification	NOUN
ital-13279	64	35	.	.	PUNCT
ital-13279	65	1	data	datum	NOUN
ital-13279	65	2	cleaning	clean	VERB
ital-13279	65	3	as	as	ADP
ital-13279	65	4	the	the	DET
ital-13279	65	5	text	text	NOUN
ital-13279	65	6	recorded	record	VERB
ital-13279	65	7	in	in	ADP
ital-13279	65	8	the	the	DET
ital-13279	65	9	archives	archive	NOUN
ital-13279	65	10	of	of	ADP
ital-13279	65	11	the	the	DET
ital-13279	65	12	hetu	hetu	PROPN
ital-13279	65	13	dangse	dangse	PROPN
ital-13279	65	14	are	be	AUX
ital-13279	65	15	manchu	manchu	VERB
ital-13279	65	16	and	and	CCONJ
ital-13279	65	17	ancient	ancient	ADJ
ital-13279	65	18	chinese	chinese	PROPN
ital-13279	65	19	,	,	PUNCT
ital-13279	65	20	using	use	VERB
ital-13279	65	21	chinese	chinese	ADJ
ital-13279	65	22	word	word	NOUN
ital-13279	65	23	segmentation	segmentation	NOUN
ital-13279	65	24	tools	tool	NOUN
ital-13279	65	25	(	(	PUNCT
ital-13279	65	26	jieba	jieba	PROPN
ital-13279	65	27	,	,	PUNCT
ital-13279	65	28	snownlp	snownlp	PROPN
ital-13279	65	29	,	,	PUNCT
ital-13279	65	30	thulac	thulac	PROPN
ital-13279	65	31	,	,	PUNCT
ital-13279	65	32	etc	etc	X
ital-13279	65	33	.	.	X
ital-13279	65	34	)	)	PUNCT
ital-13279	66	1	based	base	VERB
ital-13279	66	2	on	on	ADP
ital-13279	66	3	modern	modern	ADJ
ital-13279	66	4	chinese	chinese	PROPN
ital-13279	66	5	will	will	AUX
ital-13279	66	6	cause	cause	VERB
ital-13279	66	7	errors	error	NOUN
ital-13279	66	8	.	.	PUNCT
ital-13279	67	1	therefore	therefore	ADV
ital-13279	67	2	,	,	PUNCT
ital-13279	67	3	it	it	PRON
ital-13279	67	4	is	be	AUX
ital-13279	67	5	necessary	necessary	ADJ
ital-13279	67	6	to	to	PART
ital-13279	67	7	construct	construct	VERB
ital-13279	67	8	a	a	DET
ital-13279	67	9	special	special	ADJ
ital-13279	67	10	text	text	NOUN
ital-13279	67	11	corpus	corpu	NOUN
ital-13279	67	12	for	for	ADP
ital-13279	67	13	word	word	NOUN
ital-13279	67	14	segmentation	segmentation	NOUN
ital-13279	67	15	.	.	PUNCT
ital-13279	68	1	first	first	ADV
ital-13279	68	2	,	,	PUNCT
ital-13279	68	3	we	we	PRON
ital-13279	68	4	construct	construct	VERB
ital-13279	68	5	a	a	DET
ital-13279	68	6	stop	stop	NOUN
ital-13279	68	7	vocabulary	vocabulary	NOUN
ital-13279	68	8	list	list	NOUN
ital-13279	68	9	to	to	PART
ital-13279	68	10	remove	remove	VERB
ital-13279	68	11	words	word	NOUN
ital-13279	68	12	with	with	ADP
ital-13279	68	13	little	little	ADJ
ital-13279	68	14	impact	impact	NOUN
ital-13279	68	15	on	on	ADP
ital-13279	68	16	semantics	semantic	NOUN
ital-13279	68	17	in	in	ADP
ital-13279	68	18	the	the	DET
ital-13279	68	19	hetu	hetu	PROPN
ital-13279	68	20	dangse	dangse	PROPN
ital-13279	68	21	,	,	PUNCT
ital-13279	68	22	such	such	ADJ
ital-13279	68	23	as	as	ADP
ital-13279	68	24	for	for	ADP
ital-13279	68	25	(	(	PUNCT
ital-13279	68	26	为	为	NOUN
ital-13279	68	27	)	)	PUNCT
ital-13279	68	28	,	,	PUNCT
ital-13279	68	29	please	please	INTJ
ital-13279	68	30	(	(	PUNCT
ital-13279	68	31	请	请	NOUN
ital-13279	68	32	)	)	PUNCT
ital-13279	68	33	and	and	CCONJ
ital-13279	68	34	of	of	ADP
ital-13279	68	35	(	(	PUNCT
ital-13279	68	36	之	之	NOUN
ital-13279	68	37	)	)	PUNCT
ital-13279	68	38	.	.	PUNCT
ital-13279	69	1	second	second	ADV
ital-13279	69	2	,	,	PUNCT
ital-13279	69	3	we	we	PRON
ital-13279	69	4	use	use	VERB
ital-13279	69	5	the	the	DET
ital-13279	69	6	word	word	NOUN
ital-13279	69	7	segmentation	segmentation	NOUN
ital-13279	69	8	tools	tool	NOUN
ital-13279	69	9	mentioned	mention	VERB
ital-13279	69	10	above	above	ADV
ital-13279	69	11	for	for	ADP
ital-13279	69	12	preliminary	preliminary	ADJ
ital-13279	69	13	word	word	NOUN
ital-13279	69	14	segmentation	segmentation	NOUN
ital-13279	69	15	and	and	CCONJ
ital-13279	69	16	then	then	ADV
ital-13279	69	17	perform	perform	VERB
ital-13279	69	18	part	part	NOUN
ital-13279	69	19	-	-	PUNCT
ital-13279	69	20	of	of	ADP
ital-13279	69	21	-	-	PUNCT
ital-13279	69	22	speech	speech	NOUN
ital-13279	69	23	tagging	tagging	NOUN
ital-13279	69	24	and	and	CCONJ
ital-13279	69	25	word	word	NOUN
ital-13279	69	26	segmentation	segmentation	NOUN
ital-13279	69	27	corrections	correction	NOUN
ital-13279	69	28	based	base	VERB
ital-13279	69	29	on	on	ADP
ital-13279	69	30	the	the	DET
ital-13279	69	31	word	word	NOUN
ital-13279	69	32	segmentation	segmentation	NOUN
ital-13279	69	33	results	result	NOUN
ital-13279	69	34	.	.	PUNCT
ital-13279	70	1	the	the	DET
ital-13279	70	2	title	title	NOUN
ital-13279	70	3	part	part	NOUN
ital-13279	70	4	of	of	ADP
ital-13279	70	5	the	the	DET
ital-13279	70	6	catalog	catalog	NOUN
ital-13279	70	7	data	datum	NOUN
ital-13279	70	8	of	of	ADP
ital-13279	70	9	the	the	DET
ital-13279	70	10	hetu	hetu	PROPN
ital-13279	70	11	dangse	dangse	PROPN
ital-13279	70	12	mainly	mainly	ADV
ital-13279	70	13	contains	contain	VERB
ital-13279	70	14	three	three	NUM
ital-13279	70	15	dimensions	dimension	NOUN
ital-13279	70	16	of	of	ADP
ital-13279	70	17	information	information	NOUN
ital-13279	70	18	:	:	PUNCT
ital-13279	70	19	the	the	DET
ital-13279	70	20	record	record	NOUN
ital-13279	70	21	title	title	NOUN
ital-13279	70	22	of	of	ADP
ital-13279	70	23	the	the	DET
ital-13279	70	24	catalog	catalog	NOUN
ital-13279	70	25	,	,	PUNCT
ital-13279	70	26	issuing	issue	VERB
ital-13279	70	27	institution	institution	NOUN
ital-13279	70	28	,	,	PUNCT
ital-13279	70	29	and	and	CCONJ
ital-13279	70	30	receiving	receive	VERB
ital-13279	70	31	institution	institution	NOUN
ital-13279	70	32	.	.	PUNCT
ital-13279	71	1	accordingly	accordingly	ADV
ital-13279	71	2	,	,	PUNCT
ital-13279	71	3	we	we	PRON
ital-13279	71	4	set	set	VERB
ital-13279	71	5	a	a	DET
ital-13279	71	6	total	total	NOUN
ital-13279	71	7	of	of	ADP
ital-13279	71	8	four	four	NUM
ital-13279	71	9	types	type	NOUN
ital-13279	71	10	of	of	ADP
ital-13279	71	11	tags	tag	NOUN
ital-13279	71	12	in	in	ADP
ital-13279	71	13	the	the	DET
ital-13279	71	14	text	text	NOUN
ital-13279	71	15	corpus	corpus	NOUN
ital-13279	71	16	:	:	PUNCT
ital-13279	71	17	issuing	issue	VERB
ital-13279	71	18	institution	institution	NOUN
ital-13279	71	19	,	,	PUNCT
ital-13279	71	20	receiving	receive	VERB
ital-13279	71	21	institution	institution	NOUN
ital-13279	71	22	,	,	PUNCT
ital-13279	71	23	record	record	NOUN
ital-13279	71	24	type	type	NOUN
ital-13279	71	25	,	,	PUNCT
ital-13279	71	26	and	and	CCONJ
ital-13279	71	27	keywords	keyword	NOUN
ital-13279	71	28	.	.	PUNCT
ital-13279	72	1	the	the	DET
ital-13279	72	2	receiving	receive	VERB
ital-13279	72	3	institution	institution	NOUN
ital-13279	72	4	and	and	CCONJ
ital-13279	72	5	the	the	DET
ital-13279	72	6	issuing	issue	VERB
ital-13279	72	7	institution	institution	NOUN
ital-13279	72	8	correspond	correspond	VERB
ital-13279	72	9	to	to	ADP
ital-13279	72	10	the	the	DET
ital-13279	72	11	institutions	institution	NOUN
ital-13279	72	12	at	at	ADP
ital-13279	72	13	the	the	DET
ital-13279	72	14	beginning	beginning	NOUN
ital-13279	72	15	and	and	CCONJ
ital-13279	72	16	the	the	DET
ital-13279	72	17	end	end	NOUN
ital-13279	72	18	of	of	ADP
ital-13279	72	19	the	the	DET
ital-13279	72	20	catalog	catalog	NOUN
ital-13279	72	21	,	,	PUNCT
ital-13279	72	22	respectively	respectively	ADV
ital-13279	72	23	,	,	PUNCT
ital-13279	72	24	such	such	ADJ
ital-13279	72	25	as	as	ADP
ital-13279	72	26	the	the	DET
ital-13279	72	27	words	word	NOUN
ital-13279	72	28	shengjing	shengje	VERB
ital-13279	72	29	zhangguan	zhangguan	PROPN
ital-13279	72	30	fang	fang	PROPN
ital-13279	72	31	zuoling	zuoling	PROPN
ital-13279	72	32	,	,	PUNCT
ital-13279	72	33	and	and	CCONJ
ital-13279	72	34	shengjing	shengje	VERB
ital-13279	72	35	ministry	ministry	PROPN
ital-13279	72	36	of	of	ADP
ital-13279	72	37	justice	justice	PROPN
ital-13279	72	38	.	.	PUNCT
ital-13279	73	1	the	the	DET
ital-13279	73	2	record	record	NOUN
ital-13279	73	3	type	type	NOUN
ital-13279	73	4	is	be	AUX
ital-13279	73	5	the	the	DET
ital-13279	73	6	front	front	ADJ
ital-13279	73	7	word	word	NOUN
ital-13279	73	8	of	of	ADP
ital-13279	73	9	the	the	DET
ital-13279	73	10	receiving	receive	VERB
ital-13279	73	11	institution	institution	NOUN
ital-13279	73	12	,	,	PUNCT
ital-13279	73	13	such	such	ADJ
ital-13279	73	14	as	as	ADP
ital-13279	73	15	counseling	counseling	NOUN
ital-13279	73	16	(	(	PUNCT
ital-13279	73	17	咨	咨	PROPN
ital-13279	73	18	)	)	PUNCT
ital-13279	73	19	and	and	CCONJ
ital-13279	73	20	please	please	INTJ
ital-13279	73	21	(	(	PUNCT
ital-13279	73	22	请	请	SPACE
ital-13279	73	23	)	)	PUNCT
ital-13279	73	24	.	.	PUNCT
ital-13279	74	1	the	the	DET
ital-13279	74	2	keywords	keyword	NOUN
ital-13279	74	3	are	be	AUX
ital-13279	74	4	words	word	NOUN
ital-13279	74	5	that	that	PRON
ital-13279	74	6	can	can	AUX
ital-13279	74	7	represent	represent	VERB
ital-13279	74	8	the	the	DET
ital-13279	74	9	overall	overall	ADJ
ital-13279	74	10	semantics	semantic	NOUN
ital-13279	74	11	information	information	NOUN
ital-13279	74	12	technology	technology	NOUN
ital-13279	74	13	and	and	CCONJ
ital-13279	74	14	libraries	library	NOUN
ital-13279	74	15	september	september	PROPN
ital-13279	74	16	2021	2021	NUM
ital-13279	74	17	text	text	NOUN
ital-13279	74	18	analysis	analysis	NOUN
ital-13279	74	19	and	and	CCONJ
ital-13279	74	20	visualization	visualization	NOUN
ital-13279	74	21	research	research	NOUN
ital-13279	74	22	on	on	ADP
ital-13279	74	23	the	the	DET
ital-13279	74	24	hetu	hetu	PROPN
ital-13279	74	25	dangse	dangse	PROPN
ital-13279	74	26	|	|	PROPN
ital-13279	74	27	wang	wang	PROPN
ital-13279	74	28	,	,	PUNCT
ital-13279	74	29	wu	wu	PROPN
ital-13279	74	30	,	,	PUNCT
ital-13279	74	31	yu	yu	PROPN
ital-13279	74	32	,	,	PUNCT
ital-13279	74	33	and	and	CCONJ
ital-13279	74	34	song	song	NOUN
ital-13279	74	35	5	5	NUM
ital-13279	74	36	in	in	ADP
ital-13279	74	37	the	the	DET
ital-13279	74	38	record	record	NOUN
ital-13279	74	39	title	title	NOUN
ital-13279	74	40	of	of	ADP
ital-13279	74	41	the	the	DET
ital-13279	74	42	catalog	catalog	NOUN
ital-13279	74	43	,	,	PUNCT
ital-13279	74	44	such	such	ADJ
ital-13279	74	45	as	as	ADP
ital-13279	74	46	arrest	arrest	NOUN
ital-13279	74	47	(	(	PUNCT
ital-13279	74	48	缉拿	缉拿	NOUN
ital-13279	74	49	)	)	PUNCT
ital-13279	74	50	and	and	CCONJ
ital-13279	74	51	advance	advance	NOUN
ital-13279	74	52	(	(	PUNCT
ital-13279	74	53	进送	进送	PROPN
ital-13279	74	54	)	)	PUNCT
ital-13279	74	55	.	.	PUNCT
ital-13279	75	1	table	table	NOUN
ital-13279	75	2	1	1	NUM
ital-13279	75	3	presents	present	VERB
ital-13279	75	4	the	the	DET
ital-13279	75	5	corpus	corpus	NOUN
ital-13279	75	6	we	we	PRON
ital-13279	75	7	developed	develop	VERB
ital-13279	75	8	.	.	PUNCT
ital-13279	76	1	table	table	NOUN
ital-13279	76	2	1	1	NUM
ital-13279	76	3	.	.	PUNCT
ital-13279	76	4	hetu	hetu	PROPN
ital-13279	76	5	dangse	dangse	PROPN
ital-13279	76	6	corpus	corpus	PROPN
ital-13279	76	7	num	num	PROPN
ital-13279	76	8	word	word	NOUN
ital-13279	76	9	property1	property1	ADJ
ital-13279	76	10	property	property	NOUN
ital-13279	76	11	2	2	NUM
ital-13279	76	12	1	1	NUM
ital-13279	76	13	盛京掌关防佐领	盛京掌关防佐领	NOUN
ital-13279	76	14	organization	organization	NOUN
ital-13279	76	15	noun	noun	NOUN
ital-13279	76	16	2	2	NUM
ital-13279	76	17	为	为	NOUN
ital-13279	76	18	stop_words	stop_words	PROPN
ital-13279	76	19	preposition	preposition	NOUN
ital-13279	76	20	3	3	NUM
ital-13279	76	21	缉拿	缉拿	X
ital-13279	76	22	keywords	keyword	NOUN
ital-13279	76	23	verb	verb	NOUN
ital-13279	76	24	4	4	NUM
ital-13279	76	25	逃人	逃人	X
ital-13279	76	26	keywords	keyword	NOUN
ital-13279	76	27	noun	noun	NOUN
ital-13279	77	1	5	5	NUM
ital-13279	77	2	舒廷	舒廷	PROPN
ital-13279	77	3	name	name	PROPN
ital-13279	77	4	noun	noun	PROPN
ital-13279	77	5	6	6	NUM
ital-13279	77	6	官事	官事	PROPN
ital-13279	77	7	stop_words	stop_words	PROPN
ital-13279	77	8	noun	noun	NOUN
ital-13279	77	9	7	7	NUM
ital-13279	77	10	咨	咨	PROPN
ital-13279	77	11	keywords	keyword	NOUN
ital-13279	77	12	verb	verb	NOUN
ital-13279	77	13	8	8	NUM
ital-13279	77	14	盛京刑部	盛京刑部	PROPN
ital-13279	77	15	organization	organization	PROPN
ital-13279	77	16	noun	noun	PROPN
ital-13279	77	17	9	9	NUM
ital-13279	77	18	正白旗佐领	正白旗佐领	PROPN
ital-13279	77	19	organization	organization	PROPN
ital-13279	77	20	noun	noun	PROPN
ital-13279	77	21	10	10	NUM
ital-13279	77	22	兆麟	兆麟	NOUN
ital-13279	77	23	name	name	NOUN
ital-13279	77	24	noun	noun	NOUN
ital-13279	77	25	11	11	NUM
ital-13279	77	26	呈	呈	PROPN
ital-13279	77	27	stop_words	stop_words	PROPN
ital-13279	77	28	preposition	preposition	NOUN
ital-13279	77	29	12	12	NUM
ital-13279	77	30	为	为	NOUN
ital-13279	77	31	stop_words	stop_words	PROPN
ital-13279	77	32	preposition	preposition	NOUN
ital-13279	78	1	13	13	NUM
ital-13279	78	2	交纳	交纳	NOUN
ital-13279	78	3	keywords	keyword	NOUN
ital-13279	78	4	verb	verb	NOUN
ital-13279	78	5	14	14	NUM
ital-13279	78	6	壮丁	壮丁	ADP
ital-13279	78	7	keywords	keyword	NOUN
ital-13279	78	8	noun	noun	NOUN
ital-13279	78	9	15	15	NUM
ital-13279	78	10	银两事	银两事	NOUN
ital-13279	78	11	keywords	keyword	NOUN
ital-13279	78	12	noun	noun	VERB
ital-13279	78	13	┋	┋	NUM
ital-13279	78	14	┋	┋	PROPN
ital-13279	78	15	┋	┋	PROPN
ital-13279	78	16	┋	┋	NUM
ital-13279	78	17	61047	61047	NUM
ital-13279	78	18	收讫事	收讫事	NOUN
ital-13279	78	19	keywords	keyword	NOUN
ital-13279	78	20	noun	noun	NOUN
ital-13279	79	1	61048	61048	NUM
ital-13279	79	2	盛京佐领	盛京佐领	PROPN
ital-13279	79	3	organization	organization	PROPN
ital-13279	79	4	noun	noun	PROPN
ital-13279	79	5	label	label	PROPN
ital-13279	79	6	data	datum	NOUN
ital-13279	79	7	to	to	PART
ital-13279	79	8	improve	improve	VERB
ital-13279	79	9	the	the	DET
ital-13279	79	10	utilization	utilization	NOUN
ital-13279	79	11	efficiency	efficiency	NOUN
ital-13279	79	12	of	of	ADP
ital-13279	79	13	the	the	DET
ital-13279	79	14	hetu	hetu	PROPN
ital-13279	79	15	dangse	dangse	PROPN
ital-13279	79	16	and	and	CCONJ
ital-13279	79	17	show	show	VERB
ital-13279	79	18	the	the	DET
ital-13279	79	19	document	document	NOUN
ital-13279	79	20	content	content	NOUN
ital-13279	79	21	information	information	NOUN
ital-13279	79	22	from	from	ADP
ital-13279	79	23	multiple	multiple	ADJ
ital-13279	79	24	angles	angle	NOUN
ital-13279	79	25	,	,	PUNCT
ital-13279	79	26	we	we	PRON
ital-13279	79	27	use	use	VERB
ital-13279	79	28	a	a	DET
ital-13279	79	29	supervised	supervised	ADJ
ital-13279	79	30	machine	machine	NOUN
ital-13279	79	31	learning	learn	VERB
ital-13279	79	32	method	method	NOUN
ital-13279	79	33	to	to	PART
ital-13279	79	34	automatically	automatically	ADV
ital-13279	79	35	classify	classify	VERB
ital-13279	79	36	the	the	DET
ital-13279	79	37	catalog	catalog	NOUN
ital-13279	79	38	data	datum	NOUN
ital-13279	79	39	of	of	ADP
ital-13279	79	40	the	the	DET
ital-13279	79	41	hetu	hetu	PROPN
ital-13279	79	42	dangse	dangse	PROPN
ital-13279	79	43	.	.	PUNCT
ital-13279	80	1	therefore	therefore	ADV
ital-13279	80	2	,	,	PUNCT
ital-13279	80	3	the	the	DET
ital-13279	80	4	original	original	ADJ
ital-13279	80	5	catalog	catalog	NOUN
ital-13279	80	6	data	datum	NOUN
ital-13279	80	7	set	set	NOUN
ital-13279	80	8	must	must	AUX
ital-13279	80	9	be	be	AUX
ital-13279	80	10	labeled	label	VERB
ital-13279	80	11	.	.	PUNCT
ital-13279	81	1	we	we	PRON
ital-13279	81	2	determine	determine	VERB
ital-13279	81	3	the	the	DET
ital-13279	81	4	classification	classification	NOUN
ital-13279	81	5	and	and	CCONJ
ital-13279	81	6	label	label	NOUN
ital-13279	81	7	of	of	ADP
ital-13279	81	8	the	the	DET
ital-13279	81	9	hetu	hetu	PROPN
ital-13279	81	10	dangse	dangse	PROPN
ital-13279	81	11	catalog	catalog	NOUN
ital-13279	81	12	according	accord	VERB
ital-13279	81	13	to	to	ADP
ital-13279	81	14	the	the	DET
ital-13279	81	15	chinese	chinese	ADJ
ital-13279	81	16	archives	archive	NOUN
ital-13279	81	17	classification	classification	NOUN
ital-13279	81	18	law	law	NOUN
ital-13279	81	19	,	,	PUNCT
ital-13279	81	20	chapter	chapter	NOUN
ital-13279	81	21	12	12	NUM
ital-13279	81	22	.	.	PUNCT
ital-13279	81	23	table	table	NOUN
ital-13279	81	24	2	2	NUM
ital-13279	81	25	presents	present	VERB
ital-13279	81	26	the	the	DET
ital-13279	81	27	11	11	NUM
ital-13279	81	28	categories	category	NOUN
ital-13279	81	29	of	of	ADP
ital-13279	81	30	the	the	DET
ital-13279	81	31	catalog	catalog	NOUN
ital-13279	81	32	.	.	PUNCT
ital-13279	82	1	with	with	ADP
ital-13279	82	2	this	this	PRON
ital-13279	82	3	,	,	PUNCT
ital-13279	82	4	we	we	PRON
ital-13279	82	5	complete	complete	VERB
ital-13279	82	6	the	the	DET
ital-13279	82	7	hetu	hetu	PROPN
ital-13279	82	8	dangse	dangse	PROPN
ital-13279	82	9	catalog	catalog	NOUN
ital-13279	82	10	sampling	sample	VERB
ital-13279	82	11	classification	classification	NOUN
ital-13279	82	12	and	and	CCONJ
ital-13279	82	13	labeling	labeling	NOUN
ital-13279	82	14	laying	lay	VERB
ital-13279	82	15	the	the	DET
ital-13279	82	16	foundation	foundation	NOUN
ital-13279	82	17	for	for	ADP
ital-13279	82	18	automatic	automatic	ADJ
ital-13279	82	19	catalog	catalog	NOUN
ital-13279	82	20	classification	classification	NOUN
ital-13279	82	21	.	.	PUNCT
ital-13279	83	1	the	the	DET
ital-13279	83	2	hetu	hetu	PROPN
ital-13279	83	3	dangse	dangse	PROPN
ital-13279	83	4	has	have	VERB
ital-13279	83	5	a	a	DET
ital-13279	83	6	total	total	NOUN
ital-13279	83	7	of	of	ADP
ital-13279	83	8	95,680	95,680	NUM
ital-13279	83	9	catalog	catalog	NOUN
ital-13279	83	10	records	record	NOUN
ital-13279	83	11	involving	involve	VERB
ital-13279	83	12	five	five	NUM
ital-13279	83	13	periods	period	NOUN
ital-13279	83	14	:	:	PUNCT
ital-13279	83	15	kangxi	kangxi	PROPN
ital-13279	83	16	,	,	PUNCT
ital-13279	83	17	yongzheng	yongzheng	PROPN
ital-13279	83	18	,	,	PUNCT
ital-13279	83	19	qianlong	qianlong	PROPN
ital-13279	83	20	,	,	PUNCT
ital-13279	83	21	jiaqing	jiaqing	PROPN
ital-13279	83	22	,	,	PUNCT
ital-13279	83	23	and	and	CCONJ
ital-13279	83	24	daoguang	daoguang	PROPN
ital-13279	83	25	.	.	PUNCT
ital-13279	84	1	we	we	PRON
ital-13279	84	2	randomly	randomly	ADV
ital-13279	84	3	select	select	VERB
ital-13279	84	4	500	500	NUM
ital-13279	84	5	records	record	NOUN
ital-13279	84	6	from	from	ADP
ital-13279	84	7	each	each	DET
ital-13279	84	8	period	period	NOUN
ital-13279	84	9	and	and	CCONJ
ital-13279	84	10	manually	manually	ADV
ital-13279	84	11	label	label	VERB
ital-13279	84	12	these	these	DET
ital-13279	84	13	2,500	2,500	NUM
ital-13279	84	14	records	record	NOUN
ital-13279	84	15	as	as	SCONJ
ital-13279	84	16	the	the	DET
ital-13279	84	17	sample	sample	NOUN
ital-13279	84	18	data	datum	NOUN
ital-13279	84	19	set	set	VERB
ital-13279	84	20	.	.	PUNCT
ital-13279	85	1	the	the	DET
ital-13279	85	2	data	data	NOUN
ital-13279	85	3	classification	classification	NOUN
ital-13279	85	4	after	after	ADP
ital-13279	85	5	manual	manual	ADJ
ital-13279	85	6	labeling	labeling	NOUN
ital-13279	85	7	is	be	AUX
ital-13279	85	8	shown	show	VERB
ital-13279	85	9	in	in	ADP
ital-13279	85	10	figure	figure	NOUN
ital-13279	85	11	2	2	NUM
ital-13279	85	12	.	.	PUNCT
ital-13279	86	1	the	the	DET
ital-13279	86	2	overall	overall	ADJ
ital-13279	86	3	distribution	distribution	NOUN
ital-13279	86	4	is	be	AUX
ital-13279	86	5	relatively	relatively	ADV
ital-13279	86	6	even	even	ADV
ital-13279	86	7	,	,	PUNCT
ital-13279	86	8	making	make	VERB
ital-13279	86	9	it	it	PRON
ital-13279	86	10	suitable	suitable	ADJ
ital-13279	86	11	for	for	ADP
ital-13279	86	12	machine	machine	NOUN
ital-13279	86	13	learning	learning	NOUN
ital-13279	86	14	processing	processing	NOUN
ital-13279	86	15	.	.	PUNCT
ital-13279	87	1	information	information	NOUN
ital-13279	87	2	technology	technology	NOUN
ital-13279	87	3	and	and	CCONJ
ital-13279	87	4	libraries	library	NOUN
ital-13279	87	5	september	september	PROPN
ital-13279	87	6	2021	2021	NUM
ital-13279	87	7	text	text	NOUN
ital-13279	87	8	analysis	analysis	NOUN
ital-13279	87	9	and	and	CCONJ
ital-13279	87	10	visualization	visualization	NOUN
ital-13279	87	11	research	research	NOUN
ital-13279	87	12	on	on	ADP
ital-13279	87	13	the	the	DET
ital-13279	87	14	hetu	hetu	PROPN
ital-13279	87	15	dangse	dangse	PROPN
ital-13279	87	16	|	|	PROPN
ital-13279	87	17	wang	wang	PROPN
ital-13279	87	18	,	,	PUNCT
ital-13279	87	19	wu	wu	PROPN
ital-13279	87	20	,	,	PUNCT
ital-13279	87	21	yu	yu	PROPN
ital-13279	87	22	,	,	PUNCT
ital-13279	87	23	and	and	CCONJ
ital-13279	87	24	song	song	NOUN
ital-13279	87	25	6	6	NUM
ital-13279	87	26	table	table	NOUN
ital-13279	87	27	2	2	NUM
ital-13279	87	28	.	.	X
ital-13279	87	29	data	datum	NOUN
ital-13279	87	30	labels	label	VERB
ital-13279	87	31	num	num	PROPN
ital-13279	87	32	category	category	NOUN
ital-13279	87	33	1	1	NUM
ital-13279	87	34	type	type	NOUN
ital-13279	87	35	of	of	ADP
ital-13279	87	36	official	official	ADJ
ital-13279	87	37	documents	document	NOUN
ital-13279	87	38	（	（	PUNCT
ital-13279	87	39	政务种类	政务种类	PROPN
ital-13279	87	40	）	）	PROPN
ital-13279	87	41	2	2	NUM
ital-13279	87	42	palace	palace	NOUN
ital-13279	87	43	,	,	PUNCT
ital-13279	87	44	royal	royal	ADJ
ital-13279	87	45	family	family	NOUN
ital-13279	87	46	and	and	CCONJ
ital-13279	87	47	eight	eight	NUM
ital-13279	87	48	banners	banner	NOUN
ital-13279	87	49	affairs（宫	affairs（宫	ADJ
ital-13279	87	50	廷、皇族及八旗事务	廷、皇族及八旗事务	X
ital-13279	87	51	）	）	PROPN
ital-13279	87	52	3	3	NUM
ital-13279	87	53	bureaucracy	bureaucracy	NOUN
ital-13279	87	54	,	,	PUNCT
ital-13279	87	55	officials（职官、吏役	officials（职官、吏役	NOUN
ital-13279	87	56	）	）	NOUN
ital-13279	87	57	4	4	NUM
ital-13279	87	58	military（军事	military（军事	NOUN
ital-13279	87	59	）	）	SYM
ital-13279	87	60	5	5	NUM
ital-13279	87	61	politics	politic	NOUN
ital-13279	87	62	and	and	CCONJ
ital-13279	87	63	law（政法	law（政法	SPACE
ital-13279	87	64	）	）	NOUN
ital-13279	87	65	6	6	NUM
ital-13279	87	66	sino	sino	ADJ
ital-13279	87	67	-	-	PUNCT
ital-13279	87	68	foreign	foreign	ADJ
ital-13279	87	69	relations（中外关系	relations（中外关系	ADJ
ital-13279	87	70	）	）	NOUN
ital-13279	87	71	7	7	NUM
ital-13279	87	72	culture	culture	NOUN
ital-13279	87	73	,	,	PUNCT
ital-13279	87	74	education	education	NOUN
ital-13279	87	75	,	,	PUNCT
ital-13279	87	76	health	health	NOUN
ital-13279	87	77	and	and	CCONJ
ital-13279	87	78	scientific	scientific	ADJ
ital-13279	87	79	cultural	cultural	ADJ
ital-13279	87	80	study（文化、教育、卫生及科学文化研究	study（文化、教育、卫生及科学文化研究	SPACE
ital-13279	87	81	）	）	SYM
ital-13279	87	82	8	8	NUM
ital-13279	87	83	finance（财政	finance（财政	PROPN
ital-13279	87	84	）	）	SYM
ital-13279	87	85	9	9	NUM
ital-13279	87	86	agriculture	agriculture	NOUN
ital-13279	87	87	,	,	PUNCT
ital-13279	87	88	water	water	NOUN
ital-13279	87	89	conservancy	conservancy	NOUN
ital-13279	87	90	,	,	PUNCT
ital-13279	87	91	animal	animal	NOUN
ital-13279	87	92	husbandry	husbandry	NOUN
ital-13279	87	93	（	（	PUNCT
ital-13279	87	94	农业、水利、畜牧业	农业、水利、畜牧业	PROPN
ital-13279	87	95	）	）	PROPN
ital-13279	87	96	10	10	NUM
ital-13279	87	97	building（建筑	building（建筑	PROPN
ital-13279	87	98	）	）	PROPN
ital-13279	88	1	11	11	NUM
ital-13279	88	2	transportation	transportation	NOUN
ital-13279	88	3	,	,	PUNCT
ital-13279	88	4	post	post	NOUN
ital-13279	88	5	and	and	CCONJ
ital-13279	88	6	telecommunication（交	telecommunication（交	PROPN
ital-13279	88	7	通、邮电	通、邮电	PROPN
ital-13279	88	8	）	）	PROPN
ital-13279	88	9	figure	figure	NOUN
ital-13279	88	10	2	2	NUM
ital-13279	88	11	.	.	PUNCT
ital-13279	89	1	percentage	percentage	NOUN
ital-13279	89	2	of	of	ADP
ital-13279	89	3	the	the	DET
ital-13279	89	4	hetu	hetu	PROPN
ital-13279	89	5	dangse	dangse	PROPN
ital-13279	89	6	catalog	catalog	PROPN
ital-13279	89	7	data	data	PROPN
ital-13279	89	8	label	label	NOUN
ital-13279	89	9	chart	chart	NOUN
ital-13279	89	10	.	.	PUNCT
ital-13279	90	1	results	result	NOUN
ital-13279	90	2	in	in	ADP
ital-13279	90	3	this	this	DET
ital-13279	90	4	study	study	NOUN
ital-13279	90	5	,	,	PUNCT
ital-13279	90	6	we	we	PRON
ital-13279	90	7	used	use	VERB
ital-13279	90	8	the	the	DET
ital-13279	90	9	catalog	catalog	NOUN
ital-13279	90	10	data	datum	NOUN
ital-13279	90	11	of	of	ADP
ital-13279	90	12	the	the	DET
ital-13279	90	13	hetu	hetu	PROPN
ital-13279	90	14	dangse	dangse	PROPN
ital-13279	90	15	as	as	ADP
ital-13279	90	16	a	a	DET
ital-13279	90	17	sample	sample	NOUN
ital-13279	90	18	to	to	PART
ital-13279	90	19	analyze	analyze	VERB
ital-13279	90	20	and	and	CCONJ
ital-13279	90	21	reveal	reveal	VERB
ital-13279	90	22	the	the	DET
ital-13279	90	23	hetu	hetu	PROPN
ital-13279	90	24	dangse	dangse	PROPN
ital-13279	90	25	catalog	catalog	NOUN
ital-13279	90	26	data	datum	NOUN
ital-13279	90	27	from	from	ADP
ital-13279	90	28	three	three	NUM
ital-13279	90	29	perspectives	perspective	NOUN
ital-13279	90	30	:	:	PUNCT
ital-13279	90	31	institutional	institutional	ADJ
ital-13279	90	32	function	function	NOUN
ital-13279	90	33	,	,	PUNCT
ital-13279	90	34	institutional	institutional	ADJ
ital-13279	90	35	relationship	relationship	NOUN
ital-13279	90	36	,	,	PUNCT
ital-13279	90	37	and	and	CCONJ
ital-13279	90	38	automatic	automatic	ADJ
ital-13279	90	39	classification	classification	NOUN
ital-13279	90	40	.	.	PUNCT
ital-13279	91	1	this	this	PRON
ital-13279	91	2	will	will	AUX
ital-13279	91	3	improve	improve	VERB
ital-13279	91	4	usage	usage	NOUN
ital-13279	91	5	efficiency	efficiency	NOUN
ital-13279	91	6	of	of	ADP
ital-13279	91	7	the	the	DET
ital-13279	91	8	hetu	hetu	PROPN
ital-13279	91	9	dangse	dangse	PROPN
ital-13279	91	10	,	,	PUNCT
ital-13279	91	11	thus	thus	ADV
ital-13279	91	12	improving	improve	VERB
ital-13279	91	13	information	information	NOUN
ital-13279	91	14	technology	technology	NOUN
ital-13279	91	15	and	and	CCONJ
ital-13279	91	16	libraries	library	NOUN
ital-13279	91	17	september	september	PROPN
ital-13279	91	18	2021	2021	NUM
ital-13279	91	19	text	text	NOUN
ital-13279	91	20	analysis	analysis	NOUN
ital-13279	91	21	and	and	CCONJ
ital-13279	91	22	visualization	visualization	NOUN
ital-13279	91	23	research	research	NOUN
ital-13279	91	24	on	on	ADP
ital-13279	91	25	the	the	DET
ital-13279	91	26	hetu	hetu	PROPN
ital-13279	91	27	dangse	dangse	PROPN
ital-13279	91	28	|	|	PROPN
ital-13279	91	29	wang	wang	PROPN
ital-13279	91	30	,	,	PUNCT
ital-13279	91	31	wu	wu	PROPN
ital-13279	91	32	,	,	PUNCT
ital-13279	91	33	yu	yu	PROPN
ital-13279	91	34	,	,	PUNCT
ital-13279	91	35	and	and	CCONJ
ital-13279	91	36	song	song	NOUN
ital-13279	91	37	7	7	NUM
ital-13279	91	38	researchers	researcher	NOUN
ital-13279	91	39	’	’	PART
ital-13279	91	40	mastery	mastery	NOUN
ital-13279	91	41	of	of	ADP
ital-13279	91	42	relevant	relevant	ADJ
ital-13279	91	43	information	information	NOUN
ital-13279	91	44	about	about	ADP
ital-13279	91	45	the	the	DET
ital-13279	91	46	document	document	NOUN
ital-13279	91	47	.	.	PUNCT
ital-13279	92	1	to	to	PART
ital-13279	92	2	achieve	achieve	VERB
ital-13279	92	3	the	the	DET
ital-13279	92	4	functional	functional	ADJ
ital-13279	92	5	requirements	requirement	NOUN
ital-13279	92	6	of	of	ADP
ital-13279	92	7	text	text	NOUN
ital-13279	92	8	analysis	analysis	NOUN
ital-13279	92	9	,	,	PUNCT
ital-13279	92	10	we	we	PRON
ital-13279	92	11	adopted	adopt	VERB
ital-13279	92	12	four	four	NUM
ital-13279	92	13	methods	method	NOUN
ital-13279	92	14	:	:	PUNCT
ital-13279	92	15	word	word	NOUN
ital-13279	92	16	vector	vector	NOUN
ital-13279	92	17	conversion	conversion	NOUN
ital-13279	92	18	,	,	PUNCT
ital-13279	92	19	word	word	NOUN
ital-13279	92	20	frequency	frequency	NOUN
ital-13279	92	21	analysis	analysis	NOUN
ital-13279	92	22	,	,	PUNCT
ital-13279	92	23	co	co	NOUN
ital-13279	92	24	-	-	NOUN
ital-13279	92	25	word	word	ADJ
ital-13279	92	26	clustering	clustering	NOUN
ital-13279	92	27	,	,	PUNCT
ital-13279	92	28	and	and	CCONJ
ital-13279	92	29	the	the	DET
ital-13279	92	30	svm	svm	PROPN
ital-13279	92	31	model	model	PROPN
ital-13279	92	32	.	.	PUNCT
ital-13279	93	1	word	word	NOUN
ital-13279	93	2	vector	vector	NOUN
ital-13279	93	3	conversion	conversion	NOUN
ital-13279	93	4	of	of	ADP
ital-13279	93	5	text	text	NOUN
ital-13279	93	6	catalog	catalog	NOUN
ital-13279	93	7	data	datum	NOUN
ital-13279	93	8	the	the	DET
ital-13279	93	9	automatic	automatic	ADJ
ital-13279	93	10	classification	classification	NOUN
ital-13279	93	11	of	of	ADP
ital-13279	93	12	machine	machine	NOUN
ital-13279	93	13	-	-	PUNCT
ital-13279	93	14	learning	learn	VERB
ital-13279	93	15	technology	technology	NOUN
ital-13279	93	16	is	be	AUX
ital-13279	93	17	based	base	VERB
ital-13279	93	18	on	on	ADP
ital-13279	93	19	vector	vector	NOUN
ital-13279	93	20	data	datum	NOUN
ital-13279	93	21	sets	set	NOUN
ital-13279	93	22	.	.	PUNCT
ital-13279	94	1	thus	thus	ADV
ital-13279	94	2	,	,	PUNCT
ital-13279	94	3	the	the	DET
ital-13279	94	4	hetu	hetu	PROPN
ital-13279	94	5	dangse	dangse	PROPN
ital-13279	94	6	text	text	NOUN
ital-13279	94	7	catalog	catalog	NOUN
ital-13279	94	8	data	datum	NOUN
ital-13279	94	9	set	set	NOUN
ital-13279	94	10	must	must	AUX
ital-13279	94	11	be	be	AUX
ital-13279	94	12	vectorized	vectorize	VERB
ital-13279	94	13	before	before	ADP
ital-13279	94	14	automatic	automatic	ADJ
ital-13279	94	15	classification	classification	NOUN
ital-13279	94	16	.	.	PUNCT
ital-13279	95	1	currently	currently	ADV
ital-13279	95	2	,	,	PUNCT
ital-13279	95	3	word	word	NOUN
ital-13279	95	4	vector	vector	NOUN
ital-13279	95	5	conversion	conversion	NOUN
ital-13279	95	6	technology	technology	NOUN
ital-13279	95	7	mainly	mainly	ADV
ital-13279	95	8	includes	include	VERB
ital-13279	95	9	methods	method	NOUN
ital-13279	95	10	such	such	ADJ
ital-13279	95	11	as	as	ADP
ital-13279	95	12	one	one	NUM
ital-13279	95	13	-	-	PUNCT
ital-13279	95	14	hot	hot	ADJ
ital-13279	95	15	,	,	PUNCT
ital-13279	95	16	word2vec	word2vec	NOUN
ital-13279	95	17	,	,	PUNCT
ital-13279	95	18	and	and	CCONJ
ital-13279	95	19	glove	glove	NOUN
ital-13279	95	20	.	.	PUNCT
ital-13279	96	1	hetu	hetu	PROPN
ital-13279	96	2	dangse	dangse	PROPN
ital-13279	96	3	records	record	VERB
ital-13279	96	4	the	the	DET
ital-13279	96	5	history	history	NOUN
ital-13279	96	6	of	of	ADP
ital-13279	96	7	the	the	DET
ital-13279	96	8	qing	qing	PROPN
ital-13279	96	9	dynasty	dynasty	NOUN
ital-13279	96	10	for	for	ADP
ital-13279	96	11	more	more	ADJ
ital-13279	96	12	than	than	ADP
ital-13279	96	13	200	200	NUM
ital-13279	96	14	years	year	NOUN
ital-13279	96	15	.	.	PUNCT
ital-13279	97	1	there	there	PRON
ital-13279	97	2	are	be	VERB
ital-13279	97	3	inevitable	inevitable	ADJ
ital-13279	97	4	relationships	relationship	NOUN
ital-13279	97	5	among	among	ADP
ital-13279	97	6	the	the	DET
ital-13279	97	7	contents	content	NOUN
ital-13279	97	8	recorded	record	VERB
ital-13279	97	9	in	in	ADP
ital-13279	97	10	the	the	DET
ital-13279	97	11	documents	document	NOUN
ital-13279	97	12	,	,	PUNCT
ital-13279	97	13	indicating	indicate	VERB
ital-13279	97	14	that	that	SCONJ
ital-13279	97	15	they	they	PRON
ital-13279	97	16	are	be	AUX
ital-13279	97	17	not	not	PART
ital-13279	97	18	isolated	isolate	VERB
ital-13279	97	19	from	from	ADP
ital-13279	97	20	each	each	DET
ital-13279	97	21	other	other	ADJ
ital-13279	97	22	.	.	PUNCT
ital-13279	98	1	the	the	DET
ital-13279	98	2	word2vec	word2vec	PROPN
ital-13279	98	3	model	model	NOUN
ital-13279	98	4	provides	provide	VERB
ital-13279	98	5	an	an	DET
ital-13279	98	6	efficient	efficient	ADJ
ital-13279	98	7	implementation	implementation	NOUN
ital-13279	98	8	of	of	ADP
ital-13279	98	9	cbow	cbow	PROPN
ital-13279	98	10	and	and	CCONJ
ital-13279	98	11	skip	skip	VERB
ital-13279	98	12	-	-	PUNCT
ital-13279	98	13	gram	gram	NOUN
ital-13279	98	14	architectures	architecture	NOUN
ital-13279	98	15	for	for	ADP
ital-13279	98	16	computing	compute	VERB
ital-13279	98	17	vector	vector	NOUN
ital-13279	98	18	representations	representation	NOUN
ital-13279	98	19	of	of	ADP
ital-13279	98	20	words	word	NOUN
ital-13279	98	21	,	,	PUNCT
ital-13279	98	22	both	both	PRON
ital-13279	98	23	of	of	ADP
ital-13279	98	24	which	which	PRON
ital-13279	98	25	are	be	AUX
ital-13279	98	26	simple	simple	ADJ
ital-13279	98	27	neural	neural	ADJ
ital-13279	98	28	network	network	NOUN
ital-13279	98	29	models	model	NOUN
ital-13279	98	30	with	with	ADP
ital-13279	98	31	one	one	NUM
ital-13279	98	32	hidden	hidden	ADJ
ital-13279	98	33	layer	layer	NOUN
ital-13279	98	34	.	.	PUNCT
ital-13279	99	1	the	the	DET
ital-13279	99	2	word2vec	word2vec	PROPN
ital-13279	99	3	model	model	NOUN
ital-13279	99	4	produces	produce	VERB
ital-13279	99	5	word	word	NOUN
ital-13279	99	6	vectors	vector	NOUN
ital-13279	99	7	as	as	ADP
ital-13279	99	8	outputs	output	NOUN
ital-13279	99	9	from	from	ADP
ital-13279	99	10	inputting	inputte	VERB
ital-13279	99	11	the	the	DET
ital-13279	99	12	text	text	NOUN
ital-13279	99	13	corpus	corpus	NOUN
ital-13279	99	14	.	.	PUNCT
ital-13279	100	1	this	this	DET
ital-13279	100	2	method	method	NOUN
ital-13279	100	3	generates	generate	VERB
ital-13279	100	4	a	a	DET
ital-13279	100	5	vocabulary	vocabulary	NOUN
ital-13279	100	6	from	from	ADP
ital-13279	100	7	the	the	DET
ital-13279	100	8	input	input	NOUN
ital-13279	100	9	words	word	NOUN
ital-13279	100	10	and	and	CCONJ
ital-13279	100	11	then	then	ADV
ital-13279	100	12	learns	learn	VERB
ital-13279	100	13	the	the	DET
ital-13279	100	14	word	word	NOUN
ital-13279	100	15	vectors	vector	NOUN
ital-13279	100	16	via	via	ADP
ital-13279	100	17	backpropagation	backpropagation	NOUN
ital-13279	100	18	and	and	CCONJ
ital-13279	100	19	stochastic	stochastic	ADJ
ital-13279	100	20	gradient	gradient	NOUN
ital-13279	100	21	descent.14	descent.14	NOUN
ital-13279	100	22	this	this	PRON
ital-13279	100	23	makes	make	VERB
ital-13279	100	24	the	the	DET
ital-13279	100	25	word2vec	word2vec	ADJ
ital-13279	100	26	model	model	NOUN
ital-13279	100	27	more	more	ADV
ital-13279	100	28	suitable	suitable	ADJ
ital-13279	100	29	for	for	ADP
ital-13279	100	30	catalog	catalog	NOUN
ital-13279	100	31	data	datum	NOUN
ital-13279	100	32	from	from	ADP
ital-13279	100	33	hetu	hetu	PROPN
ital-13279	100	34	dangse	dangse	PROPN
ital-13279	100	35	.	.	PUNCT
ital-13279	101	1	word2vec	word2vec	NOUN
ital-13279	101	2	includes	include	VERB
ital-13279	101	3	the	the	DET
ital-13279	101	4	cbow	cbow	PROPN
ital-13279	101	5	model	model	NOUN
ital-13279	101	6	and	and	CCONJ
ital-13279	101	7	the	the	DET
ital-13279	101	8	skip	skip	VERB
ital-13279	101	9	-	-	PUNCT
ital-13279	101	10	gram	gram	NOUN
ital-13279	101	11	model	model	NOUN
ital-13279	101	12	,	,	PUNCT
ital-13279	101	13	which	which	PRON
ital-13279	101	14	can	can	AUX
ital-13279	101	15	enrich	enrich	VERB
ital-13279	101	16	the	the	DET
ital-13279	101	17	semantic	semantic	ADJ
ital-13279	101	18	relevance	relevance	NOUN
ital-13279	101	19	depending	depend	VERB
ital-13279	101	20	on	on	ADP
ital-13279	101	21	the	the	DET
ital-13279	101	22	context	context	NOUN
ital-13279	101	23	,	,	PUNCT
ital-13279	101	24	and	and	CCONJ
ital-13279	101	25	it	it	PRON
ital-13279	101	26	is	be	AUX
ital-13279	101	27	more	more	ADV
ital-13279	101	28	suitable	suitable	ADJ
ital-13279	101	29	for	for	ADP
ital-13279	101	30	the	the	DET
ital-13279	101	31	semantic	semantic	ADJ
ital-13279	101	32	relevance	relevance	NOUN
ital-13279	101	33	of	of	ADP
ital-13279	101	34	historical	historical	ADJ
ital-13279	101	35	documents	document	NOUN
ital-13279	101	36	such	such	ADJ
ital-13279	101	37	as	as	ADP
ital-13279	101	38	the	the	DET
ital-13279	101	39	hetu	hetu	PROPN
ital-13279	101	40	dangse	dangse	PROPN
ital-13279	101	41	.	.	PUNCT
ital-13279	102	1	therefore	therefore	ADV
ital-13279	102	2	,	,	PUNCT
ital-13279	102	3	we	we	PRON
ital-13279	102	4	adopt	adopt	VERB
ital-13279	102	5	the	the	DET
ital-13279	102	6	skip	skip	VERB
ital-13279	102	7	-	-	PUNCT
ital-13279	102	8	gram	gram	NOUN
ital-13279	102	9	model	model	NOUN
ital-13279	102	10	to	to	PART
ital-13279	102	11	analyze	analyze	VERB
ital-13279	102	12	the	the	DET
ital-13279	102	13	catalog	catalog	NOUN
ital-13279	102	14	data	datum	NOUN
ital-13279	102	15	of	of	ADP
ital-13279	102	16	hetu	hetu	PROPN
ital-13279	102	17	dangse	dangse	PROPN
ital-13279	102	18	.	.	PUNCT
ital-13279	103	1	we	we	PRON
ital-13279	103	2	extracted	extract	VERB
ital-13279	103	3	the	the	DET
ital-13279	103	4	features	feature	NOUN
ital-13279	103	5	of	of	ADP
ital-13279	103	6	word	word	NOUN
ital-13279	103	7	vectors	vector	NOUN
ital-13279	103	8	in	in	ADP
ital-13279	103	9	catalog	catalog	NOUN
ital-13279	103	10	data	datum	NOUN
ital-13279	103	11	from	from	ADP
ital-13279	103	12	the	the	DET
ital-13279	103	13	corpus	corpus	NOUN
ital-13279	103	14	,	,	PUNCT
ital-13279	103	15	input	input	VERB
ital-13279	103	16	them	they	PRON
ital-13279	103	17	into	into	ADP
ital-13279	103	18	the	the	DET
ital-13279	103	19	word2vec	word2vec	PROPN
ital-13279	103	20	model	model	NOUN
ital-13279	103	21	,	,	PUNCT
ital-13279	103	22	imported	import	VERB
ital-13279	103	23	the	the	DET
ital-13279	103	24	gensim	gensim	NOUN
ital-13279	103	25	library	library	NOUN
ital-13279	103	26	in	in	ADP
ital-13279	103	27	python	python	PROPN
ital-13279	103	28	,	,	PUNCT
ital-13279	103	29	trained	train	VERB
ital-13279	103	30	the	the	DET
ital-13279	103	31	vector	vector	NOUN
ital-13279	103	32	embeddings	embedding	NOUN
ital-13279	103	33	,	,	PUNCT
ital-13279	103	34	and	and	CCONJ
ital-13279	103	35	obtained	obtain	VERB
ital-13279	103	36	the	the	DET
ital-13279	103	37	htd.model.bin	htd.model.bin	NOUN
ital-13279	103	38	vector	vector	NOUN
ital-13279	103	39	file	file	NOUN
ital-13279	103	40	and	and	CCONJ
ital-13279	103	41	htd.text.model	htd.text.model	PRON
ital-13279	103	42	model	model	NOUN
ital-13279	103	43	file	file	NOUN
ital-13279	103	44	.	.	PUNCT
ital-13279	104	1	the	the	DET
ital-13279	104	2	correlation	correlation	NOUN
ital-13279	104	3	between	between	ADP
ital-13279	104	4	each	each	DET
ital-13279	104	5	word	word	NOUN
ital-13279	104	6	in	in	ADP
ital-13279	104	7	the	the	DET
ital-13279	104	8	hetu	hetu	PROPN
ital-13279	104	9	dangse	dangse	PROPN
ital-13279	104	10	catalog	catalog	NOUN
ital-13279	104	11	can	can	AUX
ital-13279	104	12	be	be	AUX
ital-13279	104	13	found	find	VERB
ital-13279	104	14	by	by	ADP
ital-13279	104	15	implementing	implement	VERB
ital-13279	104	16	the	the	DET
ital-13279	104	17	model	model	NOUN
ital-13279	104	18	.	.	PUNCT
ital-13279	105	1	for	for	ADP
ital-13279	105	2	example	example	NOUN
ital-13279	105	3	,	,	PUNCT
ital-13279	105	4	if	if	SCONJ
ital-13279	105	5	the	the	DET
ital-13279	105	6	word	word	NOUN
ital-13279	105	7	bannerman	bannerman	NOUN
ital-13279	105	8	(	(	PUNCT
ital-13279	105	9	旗人	旗人	PROPN
ital-13279	105	10	)	)	PUNCT
ital-13279	105	11	is	be	AUX
ital-13279	105	12	input	input	NOUN
ital-13279	105	13	into	into	ADP
ital-13279	105	14	the	the	DET
ital-13279	105	15	model	model	NOUN
ital-13279	105	16	,	,	PUNCT
ital-13279	105	17	the	the	DET
ital-13279	105	18	most	most	ADV
ital-13279	105	19	relevant	relevant	ADJ
ital-13279	105	20	words	word	NOUN
ital-13279	105	21	are	be	AUX
ital-13279	105	22	minren	minren	PROPN
ital-13279	105	23	(	(	PUNCT
ital-13279	105	24	民人	民人	PROPN
ital-13279	105	25	,	,	PUNCT
ital-13279	105	26	with	with	ADP
ital-13279	105	27	0.84726	0.84726	NUM
ital-13279	105	28	relevance	relevance	NOUN
ital-13279	105	29	)	)	PUNCT
ital-13279	105	30	,	,	PUNCT
ital-13279	105	31	accused	accuse	VERB
ital-13279	105	32	(	(	PUNCT
ital-13279	105	33	被控	被控	INTJ
ital-13279	105	34	,	,	PUNCT
ital-13279	105	35	with	with	ADP
ital-13279	105	36	0.812017	0.812017	NUM
ital-13279	105	37	)	)	PUNCT
ital-13279	105	38	,	,	PUNCT
ital-13279	105	39	and	and	CCONJ
ital-13279	105	40	robbery	robbery	NOUN
ital-13279	105	41	(	(	PUNCT
ital-13279	105	42	抢	抢	PROPN
ital-13279	105	43	劫	劫	X
ital-13279	105	44	,	,	PUNCT
ital-13279	105	45	with	with	ADP
ital-13279	105	46	0.795359	0.795359	NUM
ital-13279	105	47	)	)	PUNCT
ital-13279	105	48	.	.	PUNCT
ital-13279	106	1	to	to	PART
ital-13279	106	2	visualize	visualize	VERB
ital-13279	106	3	the	the	DET
ital-13279	106	4	ethnic	ethnic	ADJ
ital-13279	106	5	relationships	relationship	NOUN
ital-13279	106	6	recorded	record	VERB
ital-13279	106	7	in	in	ADP
ital-13279	106	8	the	the	DET
ital-13279	106	9	hetu	hetu	PROPN
ital-13279	106	10	dangse	dangse	PROPN
ital-13279	106	11	catalog	catalog	PROPN
ital-13279	106	12	,	,	PUNCT
ital-13279	106	13	we	we	PRON
ital-13279	106	14	input	input	VERB
ital-13279	106	15	the	the	DET
ital-13279	106	16	first	first	ADJ
ital-13279	106	17	300	300	NUM
ital-13279	106	18	words	word	NOUN
ital-13279	106	19	of	of	ADP
ital-13279	106	20	the	the	DET
ital-13279	106	21	word	word	NOUN
ital-13279	106	22	vector	vector	NOUN
ital-13279	106	23	into	into	ADP
ital-13279	106	24	the	the	DET
ital-13279	106	25	trained	train	VERB
ital-13279	106	26	word2vec	word2vec	NOUN
ital-13279	106	27	model	model	NOUN
ital-13279	106	28	and	and	CCONJ
ital-13279	106	29	performed	perform	VERB
ital-13279	106	30	dimensionality	dimensionality	NOUN
ital-13279	106	31	reduction	reduction	NOUN
ital-13279	106	32	to	to	PART
ital-13279	106	33	realize	realize	VERB
ital-13279	106	34	a	a	DET
ital-13279	106	35	planar	planar	ADJ
ital-13279	106	36	graph	graph	NOUN
ital-13279	106	37	.	.	PUNCT
ital-13279	107	1	to	to	PART
ital-13279	107	2	understand	understand	VERB
ital-13279	107	3	the	the	DET
ital-13279	107	4	structure	structure	NOUN
ital-13279	107	5	of	of	ADP
ital-13279	107	6	the	the	DET
ital-13279	107	7	data	datum	NOUN
ital-13279	107	8	intuitively	intuitively	ADV
ital-13279	107	9	,	,	PUNCT
ital-13279	107	10	we	we	PRON
ital-13279	107	11	used	use	VERB
ital-13279	107	12	the	the	DET
ital-13279	107	13	t	t	PROPN
ital-13279	107	14	-	-	PUNCT
ital-13279	107	15	sne	sne	NOUN
ital-13279	107	16	algorithm	algorithm	PROPN
ital-13279	107	17	to	to	PART
ital-13279	107	18	reduce	reduce	VERB
ital-13279	107	19	the	the	DET
ital-13279	107	20	dimensions	dimension	NOUN
ital-13279	107	21	of	of	ADP
ital-13279	107	22	the	the	DET
ital-13279	107	23	word	word	NOUN
ital-13279	107	24	vector	vector	NOUN
ital-13279	107	25	.	.	PUNCT
ital-13279	108	1	the	the	DET
ital-13279	108	2	t	t	PROPN
ital-13279	108	3	-	-	PUNCT
ital-13279	108	4	sne	sne	NOUN
ital-13279	108	5	is	be	AUX
ital-13279	108	6	a	a	DET
ital-13279	108	7	type	type	NOUN
ital-13279	108	8	of	of	ADP
ital-13279	108	9	nonlinear	nonlinear	ADJ
ital-13279	108	10	dimensionality	dimensionality	NOUN
ital-13279	108	11	reduction	reduction	NOUN
ital-13279	108	12	used	use	VERB
ital-13279	108	13	to	to	PART
ital-13279	108	14	ensure	ensure	VERB
ital-13279	108	15	that	that	SCONJ
ital-13279	108	16	similar	similar	ADJ
ital-13279	108	17	data	datum	NOUN
ital-13279	108	18	points	point	NOUN
ital-13279	108	19	in	in	ADP
ital-13279	108	20	high	high	ADJ
ital-13279	108	21	-	-	PUNCT
ital-13279	108	22	dimensional	dimensional	ADJ
ital-13279	108	23	space	space	NOUN
ital-13279	108	24	are	be	AUX
ital-13279	108	25	as	as	ADV
ital-13279	108	26	close	close	ADJ
ital-13279	108	27	as	as	ADP
ital-13279	108	28	possible	possible	ADJ
ital-13279	108	29	in	in	ADP
ital-13279	108	30	low	low	ADV
ital-13279	108	31	-	-	PUNCT
ital-13279	108	32	dimensional	dimensional	ADJ
ital-13279	108	33	space	space	NOUN
ital-13279	108	34	.	.	PUNCT
ital-13279	109	1	we	we	PRON
ital-13279	109	2	set	set	VERB
ital-13279	109	3	the	the	DET
ital-13279	109	4	embedded	embed	VERB
ital-13279	109	5	space	space	NOUN
ital-13279	109	6	dimension	dimension	NOUN
ital-13279	109	7	parameter	parameter	NOUN
ital-13279	109	8	of	of	ADP
ital-13279	109	9	tsne	tsne	ADV
ital-13279	109	10	to	to	ADP
ital-13279	109	11	2	2	NUM
ital-13279	109	12	and	and	CCONJ
ital-13279	109	13	the	the	DET
ital-13279	109	14	initialization	initialization	NOUN
ital-13279	109	15	parameter	parameter	NOUN
ital-13279	109	16	as	as	ADP
ital-13279	109	17	pca	pca	PROPN
ital-13279	109	18	.	.	PUNCT
ital-13279	110	1	this	this	PRON
ital-13279	110	2	makes	make	VERB
ital-13279	110	3	it	it	PRON
ital-13279	110	4	more	more	ADV
ital-13279	110	5	globally	globally	ADV
ital-13279	110	6	stable	stable	ADJ
ital-13279	110	7	than	than	ADP
ital-13279	110	8	random	random	ADJ
ital-13279	110	9	initialization	initialization	NOUN
ital-13279	110	10	.	.	PUNCT
ital-13279	111	1	the	the	DET
ital-13279	111	2	maximum	maximum	ADJ
ital-13279	111	3	number	number	NOUN
ital-13279	111	4	of	of	ADP
ital-13279	111	5	optimization	optimization	NOUN
ital-13279	111	6	iterations	iteration	NOUN
ital-13279	111	7	is	be	AUX
ital-13279	111	8	5,000	5,000	NUM
ital-13279	111	9	.	.	PUNCT
ital-13279	112	1	figure	figure	VERB
ital-13279	112	2	3	3	NUM
ital-13279	112	3	presents	present	VERB
ital-13279	112	4	the	the	DET
ital-13279	112	5	results	result	NOUN
ital-13279	112	6	.	.	PUNCT
ital-13279	113	1	in	in	ADP
ital-13279	113	2	figure	figure	NOUN
ital-13279	113	3	3	3	NUM
ital-13279	113	4	,	,	PUNCT
ital-13279	113	5	the	the	DET
ital-13279	113	6	terms	term	NOUN
ital-13279	113	7	sanling	sanle	VERB
ital-13279	113	8	,	,	PUNCT
ital-13279	113	9	yongling	yongling	NOUN
ital-13279	113	10	,	,	PUNCT
ital-13279	113	11	zhaoling	zhaoling	NOUN
ital-13279	113	12	,	,	PUNCT
ital-13279	113	13	prime	prime	ADJ
ital-13279	113	14	minister	minister	NOUN
ital-13279	113	15	,	,	PUNCT
ital-13279	113	16	and	and	CCONJ
ital-13279	113	17	fuling	fule	VERB
ital-13279	113	18	form	form	NOUN
ital-13279	113	19	clusters	cluster	NOUN
ital-13279	113	20	.	.	PUNCT
ital-13279	114	1	in	in	ADP
ital-13279	114	2	shengjing	shengjing	NOUN
ital-13279	114	3	,	,	PUNCT
ital-13279	114	4	the	the	DET
ital-13279	114	5	qing	qing	NOUN
ital-13279	114	6	set	set	VERB
ital-13279	114	7	up	up	ADP
ital-13279	114	8	the	the	DET
ital-13279	114	9	sanling	sanle	VERB
ital-13279	114	10	prime	prime	ADJ
ital-13279	114	11	minister	minister	NOUN
ital-13279	114	12	's	's	PART
ital-13279	114	13	office	office	NOUN
ital-13279	114	14	,	,	PUNCT
ital-13279	114	15	and	and	CCONJ
ital-13279	114	16	the	the	DET
ital-13279	114	17	prime	prime	ADJ
ital-13279	114	18	minister	minister	NOUN
ital-13279	114	19	's	's	PART
ital-13279	114	20	mausoleum	mausoleum	NOUN
ital-13279	114	21	affairs	affair	NOUN
ital-13279	114	22	minister	minister	PROPN
ital-13279	114	23	was	be	AUX
ital-13279	114	24	appointed	appoint	VERB
ital-13279	114	25	concurrently	concurrently	ADV
ital-13279	114	26	by	by	ADP
ital-13279	114	27	general	general	ADJ
ital-13279	114	28	shengjing	shengjing	NOUN
ital-13279	114	29	.	.	PUNCT
ital-13279	115	1	near	near	ADP
ital-13279	115	2	fujinmen	fujinmen	PROPN
ital-13279	115	3	,	,	PUNCT
ital-13279	115	4	the	the	DET
ital-13279	115	5	sanling	sanle	VERB
ital-13279	115	6	prime	prime	ADJ
ital-13279	115	7	minister	minister	NOUN
ital-13279	115	8	's	's	PART
ital-13279	115	9	office	office	NOUN
ital-13279	115	10	was	be	AUX
ital-13279	115	11	established	establish	VERB
ital-13279	115	12	.	.	PUNCT
ital-13279	116	1	in	in	ADP
ital-13279	116	2	the	the	DET
ital-13279	116	3	30th	30th	ADJ
ital-13279	116	4	year	year	NOUN
ital-13279	116	5	of	of	ADP
ital-13279	116	6	guangxu	guangxu	NOUN
ital-13279	116	7	,	,	PUNCT
ital-13279	116	8	the	the	DET
ital-13279	116	9	government	government	NOUN
ital-13279	116	10	office	office	NOUN
ital-13279	116	11	was	be	AUX
ital-13279	116	12	changed	change	VERB
ital-13279	116	13	to	to	ADP
ital-13279	116	14	the	the	DET
ital-13279	116	15	prime	prime	ADJ
ital-13279	116	16	minister	minister	NOUN
ital-13279	116	17	's	's	PART
ital-13279	116	18	office	office	NOUN
ital-13279	116	19	of	of	ADP
ital-13279	116	20	shengjing	shengje	VERB
ital-13279	116	21	mausoleum	mausoleum	NOUN
ital-13279	116	22	affairs	affair	NOUN
ital-13279	116	23	,	,	PUNCT
ital-13279	116	24	and	and	CCONJ
ital-13279	116	25	the	the	DET
ital-13279	116	26	governor	governor	NOUN
ital-13279	116	27	of	of	ADP
ital-13279	116	28	the	the	DET
ital-13279	116	29	three	three	NUM
ital-13279	116	30	provinces	province	NOUN
ital-13279	116	31	concurrently	concurrently	ADV
ital-13279	116	32	served	serve	VERB
ital-13279	116	33	.	.	PUNCT
ital-13279	117	1	under	under	ADP
ital-13279	117	2	the	the	DET
ital-13279	117	3	sanling	sanle	VERB
ital-13279	117	4	prime	prime	ADJ
ital-13279	117	5	minister	minister	NOUN
ital-13279	117	6	’s	’s	PART
ital-13279	117	7	office	office	NOUN
ital-13279	117	8	,	,	PUNCT
ital-13279	117	9	the	the	DET
ital-13279	117	10	sanling	sanle	VERB
ital-13279	117	11	office	office	NOUN
ital-13279	117	12	was	be	AUX
ital-13279	117	13	set	set	VERB
ital-13279	117	14	up	up	ADP
ital-13279	117	15	to	to	PART
ital-13279	117	16	undertake	undertake	VERB
ital-13279	117	17	the	the	DET
ital-13279	117	18	sacrifice	sacrifice	NOUN
ital-13279	117	19	and	and	CCONJ
ital-13279	117	20	repair	repair	NOUN
ital-13279	117	21	affairs	affair	NOUN
ital-13279	117	22	of	of	ADP
ital-13279	117	23	the	the	DET
ital-13279	117	24	three	three	NUM
ital-13279	117	25	tombs	tomb	NOUN
ital-13279	117	26	(	(	PUNCT
ital-13279	117	27	xinbin	xinbin	PROPN
ital-13279	117	28	yongling	yongling	PROPN
ital-13279	117	29	,	,	PUNCT
ital-13279	117	30	shenyang	shenyang	PROPN
ital-13279	117	31	fuling	fuling	PROPN
ital-13279	117	32	,	,	PUNCT
ital-13279	117	33	and	and	CCONJ
ital-13279	117	34	zhaoling).15	zhaoling).15	PROPN
ital-13279	117	35	therefore	therefore	ADV
ital-13279	117	36	,	,	PUNCT
ital-13279	117	37	the	the	DET
ital-13279	117	38	clustering	clustering	NOUN
ital-13279	117	39	in	in	ADP
ital-13279	117	40	figure	figure	NOUN
ital-13279	117	41	3	3	NUM
ital-13279	117	42	verifies	verify	VERB
ital-13279	117	43	the	the	DET
ital-13279	117	44	close	close	ADJ
ital-13279	117	45	relationship	relationship	NOUN
ital-13279	117	46	between	between	ADP
ital-13279	117	47	the	the	DET
ital-13279	117	48	sanling	sanle	VERB
ital-13279	117	49	prime	prime	ADJ
ital-13279	117	50	minister	minister	NOUN
ital-13279	117	51	's	's	PART
ital-13279	117	52	office	office	NOUN
ital-13279	117	53	and	and	CCONJ
ital-13279	117	54	the	the	DET
ital-13279	117	55	tombs	tomb	NOUN
ital-13279	117	56	.	.	PUNCT
ital-13279	118	1	information	information	NOUN
ital-13279	118	2	technology	technology	NOUN
ital-13279	118	3	and	and	CCONJ
ital-13279	118	4	libraries	library	NOUN
ital-13279	118	5	september	september	PROPN
ital-13279	118	6	2021	2021	NUM
ital-13279	118	7	text	text	NOUN
ital-13279	118	8	analysis	analysis	NOUN
ital-13279	118	9	and	and	CCONJ
ital-13279	118	10	visualization	visualization	NOUN
ital-13279	118	11	research	research	NOUN
ital-13279	118	12	on	on	ADP
ital-13279	118	13	the	the	DET
ital-13279	118	14	hetu	hetu	PROPN
ital-13279	118	15	dangse	dangse	PROPN
ital-13279	118	16	|	|	PROPN
ital-13279	118	17	wang	wang	PROPN
ital-13279	118	18	,	,	PUNCT
ital-13279	118	19	wu	wu	PROPN
ital-13279	118	20	,	,	PUNCT
ital-13279	118	21	yu	yu	PROPN
ital-13279	118	22	,	,	PUNCT
ital-13279	118	23	and	and	CCONJ
ital-13279	118	24	song	song	NOUN
ital-13279	118	25	8	8	NUM
ital-13279	118	26	figure	figure	NOUN
ital-13279	118	27	3	3	NUM
ital-13279	118	28	.	.	PUNCT
ital-13279	119	1	2d	2d	NOUN
ital-13279	119	2	tsne	tsne	ADJ
ital-13279	119	3	visualization	visualization	NOUN
ital-13279	119	4	of	of	ADP
ital-13279	119	5	word2vec	word2vec	NOUN
ital-13279	119	6	vectors	vector	NOUN
ital-13279	119	7	.	.	PUNCT
ital-13279	120	1	analysis	analysis	NOUN
ital-13279	120	2	of	of	ADP
ital-13279	120	3	the	the	DET
ital-13279	120	4	relationship	relationship	NOUN
ital-13279	120	5	between	between	ADP
ital-13279	120	6	the	the	DET
ital-13279	120	7	documents	document	NOUN
ital-13279	120	8	received	receive	VERB
ital-13279	120	9	and	and	CCONJ
ital-13279	120	10	sent	send	VERB
ital-13279	120	11	of	of	ADP
ital-13279	120	12	the	the	DET
ital-13279	120	13	institution	institution	NOUN
ital-13279	120	14	with	with	ADP
ital-13279	120	15	the	the	DET
ital-13279	120	16	statistics	statistic	NOUN
ital-13279	120	17	of	of	ADP
ital-13279	120	18	the	the	DET
ital-13279	120	19	text	text	NOUN
ital-13279	120	20	data	datum	NOUN
ital-13279	120	21	obtained	obtain	VERB
ital-13279	120	22	after	after	ADP
ital-13279	120	23	word	word	NOUN
ital-13279	120	24	segmentation	segmentation	NOUN
ital-13279	120	25	,	,	PUNCT
ital-13279	120	26	we	we	PRON
ital-13279	120	27	can	can	AUX
ital-13279	120	28	find	find	VERB
ital-13279	120	29	the	the	DET
ital-13279	120	30	quantitative	quantitative	ADJ
ital-13279	120	31	relationship	relationship	NOUN
ital-13279	120	32	between	between	ADP
ital-13279	120	33	the	the	DET
ital-13279	120	34	documents	document	NOUN
ital-13279	120	35	received	receive	VERB
ital-13279	120	36	and	and	CCONJ
ital-13279	120	37	sent	send	VERB
ital-13279	120	38	by	by	ADP
ital-13279	120	39	the	the	DET
ital-13279	120	40	institution	institution	NOUN
ital-13279	120	41	,	,	PUNCT
ital-13279	120	42	using	use	VERB
ital-13279	120	43	the	the	DET
ital-13279	120	44	pearson	pearson	PROPN
ital-13279	120	45	correlation	correlation	NOUN
ital-13279	120	46	coefficient	coefficient	NOUN
ital-13279	120	47	to	to	PART
ital-13279	120	48	judge	judge	VERB
ital-13279	120	49	whether	whether	SCONJ
ital-13279	120	50	there	there	PRON
ital-13279	120	51	is	be	VERB
ital-13279	120	52	a	a	DET
ital-13279	120	53	correlation	correlation	NOUN
ital-13279	120	54	between	between	ADP
ital-13279	120	55	the	the	DET
ital-13279	120	56	number	number	NOUN
ital-13279	120	57	of	of	ADP
ital-13279	120	58	documents	document	NOUN
ital-13279	120	59	received	receive	VERB
ital-13279	120	60	and	and	CCONJ
ital-13279	120	61	the	the	DET
ital-13279	120	62	number	number	NOUN
ital-13279	120	63	of	of	ADP
ital-13279	120	64	documents	document	NOUN
ital-13279	120	65	sent	send	VERB
ital-13279	120	66	by	by	ADP
ital-13279	120	67	the	the	DET
ital-13279	120	68	same	same	ADJ
ital-13279	120	69	institution	institution	NOUN
ital-13279	120	70	.	.	PUNCT
ital-13279	121	1	𝜌(𝑟,𝑠	𝜌(𝑟,𝑠	SPACE
ital-13279	121	2	)	)	PUNCT
ital-13279	121	3	=	=	X
ital-13279	121	4	𝑐𝑜𝑣(𝑅,𝑆	𝑐𝑜𝑣(𝑅,𝑆	SPACE
ital-13279	121	5	)	)	PUNCT
ital-13279	121	6	𝜎𝑟	𝜎𝑟	X
ital-13279	121	7	𝜎𝑠	𝜎𝑠	PROPN
ital-13279	121	8	(	(	PUNCT
ital-13279	121	9	3.1	3.1	NUM
ital-13279	121	10	)	)	PUNCT
ital-13279	121	11	we	we	PRON
ital-13279	121	12	suppose	suppose	VERB
ital-13279	121	13	that	that	SCONJ
ital-13279	121	14	the	the	DET
ital-13279	121	15	pearson	pearson	PROPN
ital-13279	121	16	correlation	correlation	NOUN
ital-13279	121	17	coefficient	coefficient	NOUN
ital-13279	121	18	between	between	ADP
ital-13279	121	19	the	the	DET
ital-13279	121	20	number	number	NOUN
ital-13279	121	21	of	of	ADP
ital-13279	121	22	documents	document	NOUN
ital-13279	121	23	received	receive	VERB
ital-13279	121	24	and	and	CCONJ
ital-13279	121	25	the	the	DET
ital-13279	121	26	number	number	NOUN
ital-13279	121	27	of	of	ADP
ital-13279	121	28	documents	document	NOUN
ital-13279	121	29	sent	send	VERB
ital-13279	121	30	is	be	AUX
ital-13279	121	31	ρ(r	ρ(r	PROPN
ital-13279	121	32	,	,	PUNCT
ital-13279	121	33	s	s	PART
ital-13279	121	34	)	)	PUNCT
ital-13279	121	35	,	,	PUNCT
ital-13279	121	36	r=	r=	NOUN
ital-13279	121	37	{	{	PUNCT
ital-13279	121	38	r1	r1	PROPN
ital-13279	121	39	,	,	PUNCT
ital-13279	121	40	r2	r2	PROPN
ital-13279	121	41	,	,	PUNCT
ital-13279	121	42	r3	r3	PROPN
ital-13279	121	43	...	...	PUNCT
ital-13279	121	44	r11	r11	PROPN
ital-13279	121	45	}	}	PUNCT
ital-13279	121	46	.	.	PUNCT
ital-13279	122	1	here	here	ADV
ital-13279	122	2	,	,	PUNCT
ital-13279	122	3	r	r	NOUN
ital-13279	122	4	is	be	AUX
ital-13279	122	5	the	the	DET
ital-13279	122	6	variable	variable	ADJ
ital-13279	122	7	set	set	NOUN
ital-13279	122	8	of	of	ADP
ital-13279	122	9	documents	document	NOUN
ital-13279	122	10	received	receive	VERB
ital-13279	122	11	from	from	ADP
ital-13279	122	12	the	the	DET
ital-13279	122	13	institutional	institutional	ADJ
ital-13279	122	14	sample	sample	NOUN
ital-13279	122	15	.	.	PUNCT
ital-13279	123	1	set	set	PROPN
ital-13279	123	2	s=	s=	PROPN
ital-13279	123	3	{	{	PUNCT
ital-13279	123	4	s1	s1	PROPN
ital-13279	123	5	,	,	PUNCT
ital-13279	123	6	s2	s2	PROPN
ital-13279	123	7	,	,	PUNCT
ital-13279	123	8	s3	s3	PROPN
ital-13279	123	9	…	…	PUNCT
ital-13279	123	10	s11	s11	NOUN
ital-13279	123	11	}	}	PUNCT
ital-13279	123	12	is	be	AUX
ital-13279	123	13	the	the	DET
ital-13279	123	14	variable	variable	ADJ
ital-13279	123	15	set	set	NOUN
ital-13279	123	16	of	of	ADP
ital-13279	123	17	documents	document	NOUN
ital-13279	123	18	sent	send	VERB
ital-13279	123	19	by	by	ADP
ital-13279	123	20	the	the	DET
ital-13279	123	21	institutional	institutional	ADJ
ital-13279	123	22	sample	sample	NOUN
ital-13279	123	23	.	.	PUNCT
ital-13279	124	1	by	by	ADP
ital-13279	124	2	dividing	divide	VERB
ital-13279	124	3	the	the	DET
ital-13279	124	4	covariance	covariance	NOUN
ital-13279	124	5	of	of	ADP
ital-13279	124	6	r	r	NOUN
ital-13279	124	7	and	and	CCONJ
ital-13279	124	8	s	s	VERB
ital-13279	124	9	by	by	ADP
ital-13279	124	10	the	the	DET
ital-13279	124	11	product	product	NOUN
ital-13279	124	12	of	of	ADP
ital-13279	124	13	their	their	PRON
ital-13279	124	14	respective	respective	ADJ
ital-13279	124	15	standard	standard	ADJ
ital-13279	124	16	deviations	deviation	NOUN
ital-13279	124	17	,	,	PUNCT
ital-13279	124	18	we	we	PRON
ital-13279	124	19	can	can	AUX
ital-13279	124	20	obtain	obtain	VERB
ital-13279	124	21	the	the	DET
ital-13279	124	22	value	value	NOUN
ital-13279	124	23	of	of	ADP
ital-13279	124	24	the	the	DET
ital-13279	124	25	correlation	correlation	NOUN
ital-13279	124	26	coefficient	coefficient	NOUN
ital-13279	124	27	of	of	ADP
ital-13279	124	28	the	the	DET
ital-13279	124	29	documents	document	NOUN
ital-13279	124	30	sent	send	VERB
ital-13279	124	31	and	and	CCONJ
ital-13279	124	32	received	receive	VERB
ital-13279	124	33	by	by	ADP
ital-13279	124	34	the	the	DET
ital-13279	124	35	same	same	ADJ
ital-13279	124	36	institution	institution	NOUN
ital-13279	124	37	.	.	PUNCT
ital-13279	125	1	mining	mine	VERB
ital-13279	125	2	the	the	DET
ital-13279	125	3	relationship	relationship	NOUN
ital-13279	125	4	between	between	ADP
ital-13279	125	5	institutions	institution	NOUN
ital-13279	125	6	’	'	PUNCT
ital-13279	125	7	sending	send	VERB
ital-13279	125	8	and	and	CCONJ
ital-13279	125	9	receiving	receive	VERB
ital-13279	125	10	documents	document	NOUN
ital-13279	125	11	based	base	VERB
ital-13279	125	12	on	on	ADP
ital-13279	125	13	co	co	NOUN
ital-13279	125	14	-	-	NOUN
ital-13279	125	15	word	word	ADJ
ital-13279	125	16	clustering	clustering	NOUN
ital-13279	125	17	to	to	PART
ital-13279	125	18	mine	mine	VERB
ital-13279	125	19	the	the	DET
ital-13279	125	20	relationship	relationship	NOUN
ital-13279	125	21	between	between	ADP
ital-13279	125	22	the	the	DET
ital-13279	125	23	institutions	institution	NOUN
ital-13279	125	24	’	'	PUNCT
ital-13279	125	25	sending	send	VERB
ital-13279	125	26	and	and	CCONJ
ital-13279	125	27	receiving	receive	VERB
ital-13279	125	28	documents	document	NOUN
ital-13279	125	29	,	,	PUNCT
ital-13279	125	30	we	we	PRON
ital-13279	125	31	adopt	adopt	VERB
ital-13279	125	32	a	a	DET
ital-13279	125	33	co	co	NOUN
ital-13279	125	34	-	-	ADJ
ital-13279	125	35	word	word	ADJ
ital-13279	125	36	clustering	clustering	NOUN
ital-13279	125	37	algorithm	algorithm	X
ital-13279	125	38	to	to	PART
ital-13279	125	39	generate	generate	VERB
ital-13279	125	40	a	a	DET
ital-13279	125	41	visualized	visualize	VERB
ital-13279	125	42	network	network	NOUN
ital-13279	125	43	map	map	NOUN
ital-13279	125	44	of	of	ADP
ital-13279	125	45	institutional	institutional	ADJ
ital-13279	125	46	relationships	relationship	NOUN
ital-13279	125	47	.	.	PUNCT
ital-13279	126	1	the	the	DET
ital-13279	126	2	global	global	PROPN
ital-13279	126	3	co	co	NOUN
ital-13279	126	4	-	-	ADJ
ital-13279	126	5	occurrence	occurrence	ADJ
ital-13279	126	6	rate	rate	NOUN
ital-13279	126	7	represents	represent	VERB
ital-13279	126	8	the	the	DET
ital-13279	126	9	probability	probability	NOUN
ital-13279	126	10	of	of	ADP
ital-13279	126	11	two	two	NUM
ital-13279	126	12	words	word	NOUN
ital-13279	126	13	appearing	appear	VERB
ital-13279	126	14	together	together	ADV
ital-13279	126	15	in	in	ADP
ital-13279	126	16	all	all	DET
ital-13279	126	17	the	the	DET
ital-13279	126	18	data	datum	NOUN
ital-13279	126	19	sets	set	NOUN
ital-13279	126	20	.	.	PUNCT
ital-13279	127	1	in	in	ADP
ital-13279	127	2	large	large	ADJ
ital-13279	127	3	-	-	PUNCT
ital-13279	127	4	scale	scale	NOUN
ital-13279	127	5	data	data	NOUN
ital-13279	127	6	sets	set	NOUN
ital-13279	127	7	,	,	PUNCT
ital-13279	127	8	if	if	SCONJ
ital-13279	127	9	two	two	NUM
ital-13279	127	10	words	word	NOUN
ital-13279	127	11	often	often	ADV
ital-13279	127	12	appear	appear	VERB
ital-13279	127	13	together	together	ADV
ital-13279	127	14	in	in	ADP
ital-13279	127	15	the	the	DET
ital-13279	127	16	text	text	NOUN
ital-13279	127	17	,	,	PUNCT
ital-13279	127	18	these	these	DET
ital-13279	127	19	two	two	NUM
ital-13279	127	20	words	word	NOUN
ital-13279	127	21	are	be	AUX
ital-13279	127	22	considered	consider	VERB
ital-13279	127	23	to	to	PART
ital-13279	127	24	be	be	AUX
ital-13279	127	25	strongly	strongly	ADV
ital-13279	127	26	related	relate	VERB
ital-13279	127	27	to	to	ADP
ital-13279	127	28	the	the	DET
ital-13279	127	29	semantics.16	semantics.16	PROPN
ital-13279	127	30	clustering	clustering	NOUN
ital-13279	127	31	is	be	AUX
ital-13279	127	32	a	a	DET
ital-13279	127	33	method	method	NOUN
ital-13279	127	34	that	that	PRON
ital-13279	127	35	places	place	VERB
ital-13279	127	36	objects	object	VERB
ital-13279	127	37	into	into	ADP
ital-13279	127	38	a	a	DET
ital-13279	127	39	group	group	NOUN
ital-13279	127	40	by	by	ADP
ital-13279	127	41	similarity	similarity	NOUN
ital-13279	127	42	or	or	CCONJ
ital-13279	127	43	dissimilarity	dissimilarity	NOUN
ital-13279	127	44	.	.	PUNCT
ital-13279	128	1	thus	thus	ADV
ital-13279	128	2	,	,	PUNCT
ital-13279	128	3	keywords	keyword	NOUN
ital-13279	128	4	with	with	ADP
ital-13279	128	5	high	high	ADJ
ital-13279	128	6	correlation	correlation	NOUN
ital-13279	128	7	to	to	ADP
ital-13279	128	8	each	each	DET
ital-13279	128	9	other	other	ADJ
ital-13279	128	10	tend	tend	VERB
ital-13279	128	11	to	to	PART
ital-13279	128	12	be	be	AUX
ital-13279	128	13	placed	place	VERB
ital-13279	128	14	in	in	ADP
ital-13279	128	15	the	the	DET
ital-13279	128	16	same	same	ADJ
ital-13279	128	17	cluster	cluster	NOUN
ital-13279	128	18	.	.	PUNCT
ital-13279	129	1	social	social	PROPN
ital-13279	129	2	network	network	NOUN
ital-13279	129	3	analysis	analysis	NOUN
ital-13279	129	4	,	,	PUNCT
ital-13279	129	5	which	which	PRON
ital-13279	129	6	evaluates	evaluate	VERB
ital-13279	129	7	the	the	DET
ital-13279	129	8	unique	unique	ADJ
ital-13279	129	9	structure	structure	NOUN
ital-13279	129	10	of	of	ADP
ital-13279	129	11	interrelationships	interrelationship	NOUN
ital-13279	129	12	among	among	ADP
ital-13279	129	13	individuals	individual	NOUN
ital-13279	129	14	,	,	PUNCT
ital-13279	129	15	has	have	AUX
ital-13279	129	16	been	be	AUX
ital-13279	129	17	extensively	extensively	ADV
ital-13279	129	18	used	use	VERB
ital-13279	129	19	in	in	ADP
ital-13279	129	20	social	social	ADJ
ital-13279	129	21	science	science	NOUN
ital-13279	129	22	,	,	PUNCT
ital-13279	129	23	psychological	psychological	ADJ
ital-13279	129	24	science	science	NOUN
ital-13279	129	25	,	,	PUNCT
ital-13279	129	26	management	management	NOUN
ital-13279	129	27	science	science	NOUN
ital-13279	129	28	,	,	PUNCT
ital-13279	129	29	and	and	CCONJ
ital-13279	129	30	scientometrics	scientometric	NOUN
ital-13279	129	31	.	.	PUNCT
ital-13279	130	1	17	17	NUM
ital-13279	130	2	we	we	PRON
ital-13279	130	3	can	can	AUX
ital-13279	130	4	obtain	obtain	VERB
ital-13279	130	5	a	a	DET
ital-13279	130	6	sociogram	sociogram	NOUN
ital-13279	130	7	from	from	ADP
ital-13279	130	8	the	the	DET
ital-13279	130	9	institutional	institutional	ADJ
ital-13279	130	10	function	function	NOUN
ital-13279	130	11	analysis	analysis	NOUN
ital-13279	130	12	.	.	PUNCT
ital-13279	131	1	the	the	DET
ital-13279	131	2	main	main	ADJ
ital-13279	131	3	purpose	purpose	NOUN
ital-13279	131	4	of	of	ADP
ital-13279	131	5	the	the	DET
ital-13279	131	6	sociogram	sociogram	NOUN
ital-13279	131	7	is	be	AUX
ital-13279	131	8	to	to	PART
ital-13279	131	9	provide	provide	VERB
ital-13279	131	10	information	information	NOUN
ital-13279	131	11	information	information	NOUN
ital-13279	131	12	technology	technology	NOUN
ital-13279	131	13	and	and	CCONJ
ital-13279	131	14	libraries	library	NOUN
ital-13279	131	15	september	september	PROPN
ital-13279	131	16	2021	2021	NUM
ital-13279	131	17	text	text	NOUN
ital-13279	131	18	analysis	analysis	NOUN
ital-13279	131	19	and	and	CCONJ
ital-13279	131	20	visualization	visualization	NOUN
ital-13279	131	21	research	research	NOUN
ital-13279	131	22	on	on	ADP
ital-13279	131	23	the	the	DET
ital-13279	131	24	hetu	hetu	PROPN
ital-13279	131	25	dangse	dangse	PROPN
ital-13279	131	26	|	|	PROPN
ital-13279	131	27	wang	wang	PROPN
ital-13279	131	28	,	,	PUNCT
ital-13279	131	29	wu	wu	PROPN
ital-13279	131	30	,	,	PUNCT
ital-13279	131	31	yu	yu	PROPN
ital-13279	131	32	,	,	PUNCT
ital-13279	131	33	and	and	CCONJ
ital-13279	131	34	song	song	NOUN
ital-13279	131	35	9	9	NUM
ital-13279	131	36	about	about	ADP
ital-13279	131	37	the	the	DET
ital-13279	131	38	relationship	relationship	NOUN
ital-13279	131	39	between	between	ADP
ital-13279	131	40	institutions	institution	NOUN
ital-13279	131	41	’	'	PUNCT
ital-13279	131	42	sending	send	VERB
ital-13279	131	43	and	and	CCONJ
ital-13279	131	44	receiving	receive	VERB
ital-13279	131	45	documents	document	NOUN
ital-13279	131	46	.	.	PUNCT
ital-13279	132	1	in	in	ADP
ital-13279	132	2	the	the	DET
ital-13279	132	3	sociogram	sociogram	NOUN
ital-13279	132	4	,	,	PUNCT
ital-13279	132	5	each	each	DET
ital-13279	132	6	member	member	NOUN
ital-13279	132	7	of	of	ADP
ital-13279	132	8	a	a	DET
ital-13279	132	9	network	network	NOUN
ital-13279	132	10	is	be	AUX
ital-13279	132	11	described	describe	VERB
ital-13279	132	12	by	by	ADP
ital-13279	132	13	a	a	DET
ital-13279	132	14	“	"	PUNCT
ital-13279	132	15	vertex	vertex	NOUN
ital-13279	132	16	”	"	PUNCT
ital-13279	132	17	or	or	CCONJ
ital-13279	132	18	“	"	PUNCT
ital-13279	132	19	node	node	NOUN
ital-13279	132	20	.	.	PUNCT
ital-13279	132	21	”	"	PUNCT
ital-13279	132	22	vertices	vertex	NOUN
ital-13279	132	23	represent	represent	VERB
ital-13279	132	24	high	high	ADJ
ital-13279	132	25	-	-	PUNCT
ital-13279	132	26	frequency	frequency	NOUN
ital-13279	132	27	words	word	NOUN
ital-13279	132	28	,	,	PUNCT
ital-13279	132	29	and	and	CCONJ
ital-13279	132	30	the	the	DET
ital-13279	132	31	sizes	size	NOUN
ital-13279	132	32	of	of	ADP
ital-13279	132	33	the	the	DET
ital-13279	132	34	nodes	node	NOUN
ital-13279	132	35	indicate	indicate	VERB
ital-13279	132	36	the	the	DET
ital-13279	132	37	occurrence	occurrence	NOUN
ital-13279	132	38	frequency	frequency	NOUN
ital-13279	132	39	.	.	PUNCT
ital-13279	133	1	the	the	DET
ital-13279	133	2	smaller	small	ADJ
ital-13279	133	3	the	the	DET
ital-13279	133	4	size	size	NOUN
ital-13279	133	5	of	of	ADP
ital-13279	133	6	a	a	DET
ital-13279	133	7	node	node	NOUN
ital-13279	133	8	,	,	PUNCT
ital-13279	133	9	the	the	PRON
ital-13279	133	10	lower	low	ADJ
ital-13279	133	11	the	the	DET
ital-13279	133	12	occurrence	occurrence	NOUN
ital-13279	133	13	frequency	frequency	NOUN
ital-13279	133	14	.	.	PUNCT
ital-13279	134	1	lines	line	NOUN
ital-13279	134	2	depict	depict	VERB
ital-13279	134	3	the	the	DET
ital-13279	134	4	relationships	relationship	NOUN
ital-13279	134	5	between	between	ADP
ital-13279	134	6	two	two	NUM
ital-13279	134	7	institutions	institution	NOUN
ital-13279	134	8	.	.	PUNCT
ital-13279	135	1	they	they	PRON
ital-13279	135	2	exist	exist	VERB
ital-13279	135	3	between	between	ADP
ital-13279	135	4	two	two	NUM
ital-13279	135	5	keywords	keyword	NOUN
ital-13279	135	6	,	,	PUNCT
ital-13279	135	7	indicating	indicate	VERB
ital-13279	135	8	that	that	SCONJ
ital-13279	135	9	they	they	PRON
ital-13279	135	10	received	receive	VERB
ital-13279	135	11	or	or	CCONJ
ital-13279	135	12	sent	send	VERB
ital-13279	135	13	documents	document	NOUN
ital-13279	135	14	to	to	ADP
ital-13279	135	15	each	each	DET
ital-13279	135	16	other	other	ADJ
ital-13279	135	17	.	.	PUNCT
ital-13279	136	1	the	the	DET
ital-13279	136	2	thickness	thickness	NOUN
ital-13279	136	3	is	be	AUX
ital-13279	136	4	proportional	proportional	ADJ
ital-13279	136	5	to	to	ADP
ital-13279	136	6	the	the	DET
ital-13279	136	7	correlation	correlation	NOUN
ital-13279	136	8	between	between	ADP
ital-13279	136	9	the	the	DET
ital-13279	136	10	keywords	keyword	NOUN
ital-13279	136	11	.	.	PUNCT
ital-13279	137	1	the	the	PRON
ital-13279	137	2	thicker	thick	ADJ
ital-13279	137	3	the	the	DET
ital-13279	137	4	line	line	NOUN
ital-13279	137	5	between	between	ADP
ital-13279	137	6	the	the	DET
ital-13279	137	7	two	two	NUM
ital-13279	137	8	keywords	keyword	NOUN
ital-13279	137	9	,	,	PUNCT
ital-13279	137	10	the	the	PRON
ital-13279	137	11	stronger	strong	ADJ
ital-13279	137	12	the	the	DET
ital-13279	137	13	connection	connection	NOUN
ital-13279	137	14	.	.	PUNCT
ital-13279	138	1	using	use	VERB
ital-13279	138	2	this	this	DET
ital-13279	138	3	rationale	rationale	NOUN
ital-13279	138	4	,	,	PUNCT
ital-13279	138	5	the	the	DET
ital-13279	138	6	map	map	NOUN
ital-13279	138	7	visualization	visualization	NOUN
ital-13279	138	8	and	and	CCONJ
ital-13279	138	9	network	network	NOUN
ital-13279	138	10	characteristics	characteristic	NOUN
ital-13279	138	11	(	(	PUNCT
ital-13279	138	12	centrality	centrality	NOUN
ital-13279	138	13	,	,	PUNCT
ital-13279	138	14	density	density	NOUN
ital-13279	138	15	,	,	PUNCT
ital-13279	138	16	core	core	ADJ
ital-13279	138	17	-	-	PUNCT
ital-13279	138	18	periphery	periphery	NOUN
ital-13279	138	19	structure	structure	NOUN
ital-13279	138	20	,	,	PUNCT
ital-13279	138	21	strategic	strategic	ADJ
ital-13279	138	22	diagram	diagram	NOUN
ital-13279	138	23	,	,	PUNCT
ital-13279	138	24	and	and	CCONJ
ital-13279	138	25	network	network	NOUN
ital-13279	138	26	chart	chart	NOUN
ital-13279	138	27	)	)	PUNCT
ital-13279	138	28	were	be	AUX
ital-13279	138	29	obtained	obtain	VERB
ital-13279	138	30	by	by	ADP
ital-13279	138	31	analyzing	analyze	VERB
ital-13279	138	32	pearson	pearson	PROPN
ital-13279	138	33	’s	’s	PART
ital-13279	138	34	correlation	correlation	NOUN
ital-13279	138	35	matrix	matrix	NOUN
ital-13279	138	36	or	or	CCONJ
ital-13279	138	37	other	other	ADJ
ital-13279	138	38	similarity	similarity	NOUN
ital-13279	138	39	matrices.18	matrices.18	VERB
ital-13279	138	40	in	in	ADP
ital-13279	138	41	this	this	DET
ital-13279	138	42	study	study	NOUN
ital-13279	138	43	,	,	PUNCT
ital-13279	138	44	we	we	PRON
ital-13279	138	45	conducted	conduct	VERB
ital-13279	138	46	network	network	NOUN
ital-13279	138	47	analysis	analysis	NOUN
ital-13279	138	48	on	on	ADP
ital-13279	138	49	a	a	DET
ital-13279	138	50	binary	binary	ADJ
ital-13279	138	51	matrix	matrix	NOUN
ital-13279	138	52	to	to	PART
ital-13279	138	53	display	display	VERB
ital-13279	138	54	the	the	DET
ital-13279	138	55	relationships	relationship	NOUN
ital-13279	138	56	between	between	ADP
ital-13279	138	57	the	the	DET
ital-13279	138	58	documents	document	NOUN
ital-13279	138	59	sent	send	VERB
ital-13279	138	60	and	and	CCONJ
ital-13279	138	61	received	receive	VERB
ital-13279	138	62	by	by	ADP
ital-13279	138	63	the	the	DET
ital-13279	138	64	institutions	institution	NOUN
ital-13279	138	65	in	in	ADP
ital-13279	138	66	the	the	DET
ital-13279	138	67	shengjing	shengje	VERB
ital-13279	138	68	area	area	NOUN
ital-13279	138	69	during	during	ADP
ital-13279	138	70	the	the	DET
ital-13279	138	71	qing	qing	PROPN
ital-13279	138	72	dynasty	dynasty	NOUN
ital-13279	138	73	recorded	record	VERB
ital-13279	138	74	in	in	ADP
ital-13279	138	75	the	the	DET
ital-13279	138	76	hetu	hetu	PROPN
ital-13279	138	77	dangse	dangse	PROPN
ital-13279	138	78	.	.	PUNCT
ital-13279	139	1	further	far	ADV
ital-13279	139	2	,	,	PUNCT
ital-13279	139	3	we	we	PRON
ital-13279	139	4	extracted	extract	VERB
ital-13279	139	5	the	the	DET
ital-13279	139	6	receiving	receive	VERB
ital-13279	139	7	institution	institution	NOUN
ital-13279	139	8	and	and	CCONJ
ital-13279	139	9	issuing	issue	VERB
ital-13279	139	10	institution	institution	NOUN
ital-13279	139	11	from	from	ADP
ital-13279	139	12	each	each	DET
ital-13279	139	13	record	record	NOUN
ital-13279	139	14	of	of	ADP
ital-13279	139	15	catalog	catalog	NOUN
ital-13279	139	16	data	datum	NOUN
ital-13279	139	17	in	in	ADP
ital-13279	139	18	the	the	DET
ital-13279	139	19	hetu	hetu	PROPN
ital-13279	139	20	dangse	dangse	PROPN
ital-13279	139	21	,	,	PUNCT
ital-13279	139	22	and	and	CCONJ
ital-13279	139	23	then	then	ADV
ital-13279	139	24	we	we	PRON
ital-13279	139	25	composed	compose	VERB
ital-13279	139	26	a	a	DET
ital-13279	139	27	new	new	ADJ
ital-13279	139	28	data	datum	NOUN
ital-13279	139	29	set	set	VERB
ital-13279	139	30	with	with	ADP
ital-13279	139	31	the	the	DET
ital-13279	139	32	following	follow	VERB
ital-13279	139	33	data	datum	NOUN
ital-13279	139	34	from	from	ADP
ital-13279	139	35	the	the	DET
ital-13279	139	36	receiving	receive	VERB
ital-13279	139	37	institution	institution	NOUN
ital-13279	139	38	:	:	PUNCT
ital-13279	139	39	issuing	issue	VERB
ital-13279	139	40	institution	institution	NOUN
ital-13279	139	41	and	and	CCONJ
ital-13279	139	42	title	title	NOUN
ital-13279	139	43	content	content	NOUN
ital-13279	139	44	.	.	PUNCT
ital-13279	140	1	we	we	PRON
ital-13279	140	2	used	use	VERB
ital-13279	140	3	python	python	NOUN
ital-13279	140	4	to	to	PART
ital-13279	140	5	convert	convert	VERB
ital-13279	140	6	the	the	DET
ital-13279	140	7	new	new	ADJ
ital-13279	140	8	data	datum	NOUN
ital-13279	140	9	set	set	VERB
ital-13279	140	10	to	to	PART
ital-13279	140	11	endnote	endnote	VERB
ital-13279	140	12	format	format	NOUN
ital-13279	140	13	and	and	CCONJ
ital-13279	140	14	import	import	VERB
ital-13279	140	15	it	it	PRON
ital-13279	140	16	into	into	ADP
ital-13279	140	17	vosviewer1.6.15	vosviewer1.6.15	NOUN
ital-13279	140	18	to	to	PART
ital-13279	140	19	calculate	calculate	VERB
ital-13279	140	20	and	and	CCONJ
ital-13279	140	21	draw	draw	VERB
ital-13279	140	22	a	a	DET
ital-13279	140	23	visual	visual	ADJ
ital-13279	140	24	map	map	NOUN
ital-13279	140	25	of	of	ADP
ital-13279	140	26	the	the	DET
ital-13279	140	27	new	new	ADJ
ital-13279	140	28	data	datum	NOUN
ital-13279	140	29	set	set	NOUN
ital-13279	140	30	.	.	PUNCT
ital-13279	141	1	van	van	PROPN
ital-13279	141	2	eck	eck	PROPN
ital-13279	141	3	and	and	CCONJ
ital-13279	141	4	waltman	waltman	PROPN
ital-13279	141	5	of	of	ADP
ital-13279	141	6	the	the	DET
ital-13279	141	7	netherlands	netherlands	PROPN
ital-13279	141	8	’	'	PUNCT
ital-13279	141	9	leiden	leiden	PROPN
ital-13279	141	10	university	university	PROPN
ital-13279	141	11	developed	develop	VERB
ital-13279	141	12	vosviewer	vosviewer	NOUN
ital-13279	141	13	,	,	PUNCT
ital-13279	141	14	a	a	DET
ital-13279	141	15	metrological	metrological	ADJ
ital-13279	141	16	analysis	analysis	NOUN
ital-13279	141	17	software	software	NOUN
ital-13279	141	18	used	use	VERB
ital-13279	141	19	for	for	ADP
ital-13279	141	20	constructing	construct	VERB
ital-13279	141	21	and	and	CCONJ
ital-13279	141	22	visualizing	visualize	VERB
ital-13279	141	23	network	network	NOUN
ital-13279	141	24	graphs.19	graphs.19	NOUN
ital-13279	141	25	although	although	SCONJ
ital-13279	141	26	the	the	DET
ital-13279	141	27	software	software	NOUN
ital-13279	141	28	’s	’s	PART
ital-13279	141	29	development	development	NOUN
ital-13279	141	30	principle	principle	NOUN
ital-13279	141	31	is	be	AUX
ital-13279	141	32	based	base	VERB
ital-13279	141	33	on	on	ADP
ital-13279	141	34	documents	document	NOUN
ital-13279	141	35	’	’	PART
ital-13279	141	36	co	co	NOUN
ital-13279	141	37	-	-	ADJ
ital-13279	141	38	citation	citation	ADJ
ital-13279	141	39	principles	principle	NOUN
ital-13279	141	40	,	,	PUNCT
ital-13279	141	41	it	it	PRON
ital-13279	141	42	can	can	AUX
ital-13279	141	43	be	be	AUX
ital-13279	141	44	applied	apply	VERB
ital-13279	141	45	to	to	ADP
ital-13279	141	46	the	the	DET
ital-13279	141	47	construction	construction	NOUN
ital-13279	141	48	of	of	ADP
ital-13279	141	49	data	datum	NOUN
ital-13279	141	50	network	network	NOUN
ital-13279	141	51	knowledge	knowledge	NOUN
ital-13279	141	52	graphs	graph	NOUN
ital-13279	141	53	in	in	ADP
ital-13279	141	54	various	various	ADJ
ital-13279	141	55	fields	field	NOUN
ital-13279	141	56	.	.	PUNCT
ital-13279	142	1	combined	combine	VERB
ital-13279	142	2	with	with	ADP
ital-13279	142	3	the	the	DET
ital-13279	142	4	co	co	ADJ
ital-13279	142	5	-word	-word	ADJ
ital-13279	142	6	clustering	clustering	NOUN
ital-13279	142	7	algorithm	algorithm	NOUN
ital-13279	142	8	,	,	PUNCT
ital-13279	142	9	we	we	PRON
ital-13279	142	10	can	can	AUX
ital-13279	142	11	create	create	VERB
ital-13279	142	12	an	an	DET
ital-13279	142	13	entity	entity	NOUN
ital-13279	142	14	connection	connection	NOUN
ital-13279	142	15	network	network	NOUN
ital-13279	142	16	map	map	NOUN
ital-13279	142	17	for	for	ADP
ital-13279	142	18	historical	historical	ADJ
ital-13279	142	19	documents	document	NOUN
ital-13279	142	20	through	through	ADP
ital-13279	142	21	vosviewer	vosviewer	NOUN
ital-13279	142	22	software	software	NOUN
ital-13279	142	23	to	to	PART
ital-13279	142	24	reflect	reflect	VERB
ital-13279	142	25	the	the	DET
ital-13279	142	26	recorded	recorded	ADJ
ital-13279	142	27	content	content	NOUN
ital-13279	142	28	.	.	PUNCT
ital-13279	143	1	automatic	automatic	ADJ
ital-13279	143	2	classification	classification	NOUN
ital-13279	143	3	method	method	NOUN
ital-13279	143	4	of	of	ADP
ital-13279	143	5	historical	historical	ADJ
ital-13279	143	6	archives	archive	NOUN
ital-13279	143	7	catalog	catalog	NOUN
ital-13279	143	8	based	base	VERB
ital-13279	143	9	on	on	ADP
ital-13279	143	10	the	the	DET
ital-13279	143	11	svm	svm	PROPN
ital-13279	143	12	model	model	NOUN
ital-13279	143	13	we	we	PRON
ital-13279	143	14	used	use	VERB
ital-13279	143	15	the	the	DET
ital-13279	143	16	svm	svm	PROPN
ital-13279	143	17	model	model	NOUN
ital-13279	143	18	in	in	ADP
ital-13279	143	19	machine	machine	NOUN
ital-13279	143	20	learning	learning	NOUN
ital-13279	143	21	for	for	ADP
ital-13279	143	22	automatic	automatic	ADJ
ital-13279	143	23	classification	classification	NOUN
ital-13279	143	24	.	.	PUNCT
ital-13279	144	1	the	the	DET
ital-13279	144	2	svm	svm	PROPN
ital-13279	144	3	model	model	NOUN
ital-13279	144	4	has	have	VERB
ital-13279	144	5	the	the	DET
ital-13279	144	6	advantages	advantage	NOUN
ital-13279	144	7	of	of	ADP
ital-13279	144	8	strong	strong	ADJ
ital-13279	144	9	generalization	generalization	NOUN
ital-13279	144	10	,	,	PUNCT
ital-13279	144	11	low	low	ADJ
ital-13279	144	12	error	error	NOUN
ital-13279	144	13	rate	rate	NOUN
ital-13279	144	14	,	,	PUNCT
ital-13279	144	15	strong	strong	ADJ
ital-13279	144	16	learning	learning	NOUN
ital-13279	144	17	ability	ability	NOUN
ital-13279	144	18	,	,	PUNCT
ital-13279	144	19	and	and	CCONJ
ital-13279	144	20	support	support	NOUN
ital-13279	144	21	for	for	ADP
ital-13279	144	22	small	small	ADJ
ital-13279	144	23	sample	sample	NOUN
ital-13279	144	24	data	datum	NOUN
ital-13279	144	25	sets	set	NOUN
ital-13279	144	26	,	,	PUNCT
ital-13279	144	27	making	make	VERB
ital-13279	144	28	it	it	PRON
ital-13279	144	29	suitable	suitable	ADJ
ital-13279	144	30	for	for	ADP
ital-13279	144	31	historical	historical	ADJ
ital-13279	144	32	archive	archive	NOUN
ital-13279	144	33	catalog	catalog	NOUN
ital-13279	144	34	data	datum	NOUN
ital-13279	144	35	samples	sample	NOUN
ital-13279	144	36	with	with	ADP
ital-13279	144	37	small	small	ADJ
ital-13279	144	38	sample	sample	NOUN
ital-13279	144	39	characteristics	characteristic	NOUN
ital-13279	144	40	.	.	PUNCT
ital-13279	145	1	therefore	therefore	ADV
ital-13279	145	2	,	,	PUNCT
ital-13279	145	3	we	we	PRON
ital-13279	145	4	attempted	attempt	VERB
ital-13279	145	5	to	to	PART
ital-13279	145	6	classify	classify	VERB
ital-13279	145	7	the	the	DET
ital-13279	145	8	catalog	catalog	NOUN
ital-13279	145	9	data	datum	NOUN
ital-13279	145	10	set	set	VERB
ital-13279	145	11	of	of	ADP
ital-13279	145	12	hetu	hetu	PROPN
ital-13279	145	13	dangse	dangse	PROPN
ital-13279	145	14	using	use	VERB
ital-13279	145	15	the	the	DET
ital-13279	145	16	svm	svm	PROPN
ital-13279	145	17	model	model	NOUN
ital-13279	145	18	.	.	PUNCT
ital-13279	146	1	first	first	ADV
ital-13279	146	2	,	,	PUNCT
ital-13279	146	3	we	we	PRON
ital-13279	146	4	divided	divide	VERB
ital-13279	146	5	the	the	DET
ital-13279	146	6	vectorized	vectorize	VERB
ital-13279	146	7	labeled	label	VERB
ital-13279	146	8	data	datum	NOUN
ital-13279	146	9	set	set	VERB
ital-13279	146	10	into	into	ADP
ital-13279	146	11	a	a	DET
ital-13279	146	12	training	training	NOUN
ital-13279	146	13	set	set	NOUN
ital-13279	146	14	and	and	CCONJ
ital-13279	146	15	a	a	DET
ital-13279	146	16	testing	testing	NOUN
ital-13279	146	17	set	set	VERB
ital-13279	146	18	.	.	PUNCT
ital-13279	147	1	the	the	DET
ital-13279	147	2	training	training	NOUN
ital-13279	147	3	set	set	NOUN
ital-13279	147	4	accounts	account	NOUN
ital-13279	147	5	for	for	ADP
ital-13279	147	6	70	70	NUM
ital-13279	147	7	%	%	NOUN
ital-13279	147	8	of	of	ADP
ital-13279	147	9	the	the	DET
ital-13279	147	10	data	datum	NOUN
ital-13279	147	11	,	,	PUNCT
ital-13279	147	12	and	and	CCONJ
ital-13279	147	13	the	the	DET
ital-13279	147	14	testing	testing	NOUN
ital-13279	147	15	set	set	VERB
ital-13279	147	16	accounts	account	NOUN
ital-13279	147	17	for	for	ADP
ital-13279	147	18	30	30	NUM
ital-13279	147	19	%	%	NOUN
ital-13279	147	20	.	.	PUNCT
ital-13279	148	1	to	to	PART
ital-13279	148	2	ensure	ensure	VERB
ital-13279	148	3	the	the	DET
ital-13279	148	4	accuracy	accuracy	NOUN
ital-13279	148	5	of	of	ADP
ital-13279	148	6	the	the	DET
ital-13279	148	7	model	model	NOUN
ital-13279	148	8	prediction	prediction	NOUN
ital-13279	148	9	,	,	PUNCT
ital-13279	148	10	we	we	PRON
ital-13279	148	11	adopted	adopt	VERB
ital-13279	148	12	a	a	DET
ital-13279	148	13	random	random	ADJ
ital-13279	148	14	division	division	NOUN
ital-13279	148	15	method	method	NOUN
ital-13279	148	16	to	to	PART
ital-13279	148	17	avoid	avoid	VERB
ital-13279	148	18	overfitting	overfitte	VERB
ital-13279	148	19	.	.	PUNCT
ital-13279	149	1	second	second	ADV
ital-13279	149	2	,	,	PUNCT
ital-13279	149	3	we	we	PRON
ital-13279	149	4	used	use	VERB
ital-13279	149	5	a	a	DET
ital-13279	149	6	linear	linear	ADJ
ital-13279	149	7	kernel	kernel	NOUN
ital-13279	149	8	in	in	ADP
ital-13279	149	9	the	the	DET
ital-13279	149	10	svm	svm	PROPN
ital-13279	149	11	model	model	NOUN
ital-13279	149	12	and	and	CCONJ
ital-13279	149	13	grid	grid	NOUN
ital-13279	149	14	search	search	NOUN
ital-13279	149	15	to	to	PART
ital-13279	149	16	find	find	VERB
ital-13279	149	17	the	the	DET
ital-13279	149	18	best	good	ADJ
ital-13279	149	19	parameter	parameter	NOUN
ital-13279	149	20	.	.	PUNCT
ital-13279	150	1	various	various	ADJ
ital-13279	150	2	combinations	combination	NOUN
ital-13279	150	3	of	of	ADP
ital-13279	150	4	the	the	DET
ital-13279	150	5	penalty	penalty	NOUN
ital-13279	150	6	coefficient	coefficient	NOUN
ital-13279	150	7	(	(	PUNCT
ital-13279	150	8	c	c	NOUN
ital-13279	150	9	)	)	PUNCT
ital-13279	150	10	and	and	CCONJ
ital-13279	150	11	gamma	gamma	PROPN
ital-13279	150	12	parameter	parameter	NOUN
ital-13279	150	13	in	in	ADP
ital-13279	150	14	the	the	DET
ital-13279	150	15	svm	svm	PROPN
ital-13279	150	16	model	model	NOUN
ital-13279	150	17	were	be	AUX
ital-13279	150	18	tested	test	VERB
ital-13279	150	19	based	base	VERB
ital-13279	150	20	on	on	ADP
ital-13279	150	21	their	their	PRON
ital-13279	150	22	accuracy	accuracy	NOUN
ital-13279	150	23	ranked	rank	VERB
ital-13279	150	24	from	from	ADP
ital-13279	150	25	high	high	ADJ
ital-13279	150	26	to	to	PART
ital-13279	150	27	low	low	ADJ
ital-13279	150	28	.	.	PUNCT
ital-13279	151	1	we	we	PRON
ital-13279	151	2	then	then	ADV
ital-13279	151	3	determined	determine	VERB
ital-13279	151	4	the	the	DET
ital-13279	151	5	best	good	ADJ
ital-13279	151	6	parameter	parameter	NOUN
ital-13279	151	7	combination	combination	NOUN
ital-13279	151	8	.	.	PUNCT
ital-13279	152	1	after	after	SCONJ
ital-13279	152	2	the	the	DET
ital-13279	152	3	model	model	NOUN
ital-13279	152	4	was	be	AUX
ital-13279	152	5	established	establish	VERB
ital-13279	152	6	,	,	PUNCT
ital-13279	152	7	we	we	PRON
ital-13279	152	8	validated	validate	VERB
ital-13279	152	9	the	the	DET
ital-13279	152	10	predictive	predictive	ADJ
ital-13279	152	11	performance	performance	NOUN
ital-13279	152	12	of	of	ADP
ital-13279	152	13	the	the	DET
ital-13279	152	14	model	model	NOUN
ital-13279	152	15	from	from	ADP
ital-13279	152	16	multiple	multiple	ADJ
ital-13279	152	17	perspectives	perspective	NOUN
ital-13279	152	18	such	such	ADJ
ital-13279	152	19	as	as	ADP
ital-13279	152	20	precision	precision	NOUN
ital-13279	152	21	,	,	PUNCT
ital-13279	152	22	recall	recall	NOUN
ital-13279	152	23	,	,	PUNCT
ital-13279	152	24	and	and	CCONJ
ital-13279	152	25	f1	f1	NOUN
ital-13279	152	26	score	score	NOUN
ital-13279	152	27	to	to	PART
ital-13279	152	28	ensure	ensure	VERB
ital-13279	152	29	the	the	DET
ital-13279	152	30	generalization	generalization	NOUN
ital-13279	152	31	ability	ability	NOUN
ital-13279	152	32	and	and	CCONJ
ital-13279	152	33	availability	availability	NOUN
ital-13279	152	34	of	of	ADP
ital-13279	152	35	the	the	DET
ital-13279	152	36	model	model	NOUN
ital-13279	152	37	.	.	PUNCT
ital-13279	153	1	we	we	PRON
ital-13279	153	2	set	set	VERB
ital-13279	153	3	the	the	DET
ital-13279	153	4	penalty	penalty	NOUN
ital-13279	153	5	coefficients	coefficient	VERB
ital-13279	153	6	to	to	ADP
ital-13279	153	7	10	10	NUM
ital-13279	153	8	,	,	PUNCT
ital-13279	153	9	100	100	NUM
ital-13279	153	10	,	,	PUNCT
ital-13279	153	11	200	200	NUM
ital-13279	153	12	,	,	PUNCT
ital-13279	153	13	and	and	CCONJ
ital-13279	153	14	300	300	NUM
ital-13279	153	15	,	,	PUNCT
ital-13279	153	16	while	while	SCONJ
ital-13279	153	17	the	the	DET
ital-13279	153	18	gamma	gamma	NOUN
ital-13279	153	19	parameters	parameter	NOUN
ital-13279	153	20	are	be	AUX
ital-13279	153	21	set	set	VERB
ital-13279	153	22	to	to	ADP
ital-13279	153	23	0.1	0.1	NUM
ital-13279	153	24	,	,	PUNCT
ital-13279	153	25	0.25	0.25	NUM
ital-13279	153	26	,	,	PUNCT
ital-13279	153	27	0.5	0.5	NUM
ital-13279	153	28	,	,	PUNCT
ital-13279	153	29	and	and	CCONJ
ital-13279	153	30	0.75	0.75	NUM
ital-13279	153	31	.	.	PUNCT
ital-13279	154	1	we	we	PRON
ital-13279	154	2	used	use	VERB
ital-13279	154	3	the	the	DET
ital-13279	154	4	precision	precision	NOUN
ital-13279	154	5	evaluation	evaluation	NOUN
ital-13279	154	6	criteria	criterion	NOUN
ital-13279	154	7	to	to	PART
ital-13279	154	8	find	find	VERB
ital-13279	154	9	the	the	DET
ital-13279	154	10	optimal	optimal	ADJ
ital-13279	154	11	parameter	parameter	NOUN
ital-13279	154	12	combination	combination	NOUN
ital-13279	154	13	of	of	ADP
ital-13279	154	14	the	the	DET
ital-13279	154	15	model	model	NOUN
ital-13279	154	16	and	and	CCONJ
ital-13279	154	17	then	then	ADV
ital-13279	154	18	imported	import	VERB
ital-13279	154	19	them	they	PRON
ital-13279	154	20	.	.	PUNCT
ital-13279	155	1	the	the	DET
ital-13279	155	2	penalty	penalty	NOUN
ital-13279	155	3	coefficient	coefficient	NOUN
ital-13279	155	4	is	be	AUX
ital-13279	155	5	set	set	VERB
ital-13279	155	6	to	to	ADP
ital-13279	155	7	the	the	DET
ital-13279	155	8	x	x	NOUN
ital-13279	155	9	-	-	NOUN
ital-13279	155	10	axis	axis	NOUN
ital-13279	155	11	,	,	PUNCT
ital-13279	155	12	the	the	DET
ital-13279	155	13	gamma	gamma	PROPN
ital-13279	155	14	parameter	parameter	NOUN
ital-13279	155	15	set	set	VERB
ital-13279	155	16	to	to	ADP
ital-13279	155	17	the	the	DET
ital-13279	155	18	y	y	NOUN
ital-13279	155	19	-	-	PUNCT
ital-13279	155	20	axis	axis	NOUN
ital-13279	155	21	,	,	PUNCT
ital-13279	155	22	and	and	CCONJ
ital-13279	155	23	the	the	DET
ital-13279	155	24	precision	precision	NOUN
ital-13279	155	25	set	set	VERB
ital-13279	155	26	to	to	ADP
ital-13279	155	27	the	the	DET
ital-13279	155	28	z	z	NOUN
ital-13279	155	29	-	-	NOUN
ital-13279	155	30	axis	axis	NOUN
ital-13279	155	31	.	.	PUNCT
ital-13279	156	1	we	we	PRON
ital-13279	156	2	implemented	implement	VERB
ital-13279	156	3	the	the	DET
ital-13279	156	4	model	model	NOUN
ital-13279	156	5	to	to	PART
ital-13279	156	6	obtain	obtain	VERB
ital-13279	156	7	the	the	DET
ital-13279	156	8	visualization	visualization	NOUN
ital-13279	156	9	that	that	PRON
ital-13279	156	10	is	be	AUX
ital-13279	156	11	shown	show	VERB
ital-13279	156	12	in	in	ADP
ital-13279	156	13	figure	figure	NOUN
ital-13279	156	14	4	4	NUM
ital-13279	156	15	.	.	PUNCT
ital-13279	157	1	clearly	clearly	ADV
ital-13279	157	2	,	,	PUNCT
ital-13279	157	3	the	the	DET
ital-13279	157	4	optimal	optimal	ADJ
ital-13279	157	5	parameter	parameter	NOUN
ital-13279	157	6	combination	combination	NOUN
ital-13279	157	7	is	be	AUX
ital-13279	157	8	a	a	DET
ital-13279	157	9	penalty	penalty	NOUN
ital-13279	157	10	coefficient	coefficient	NOUN
ital-13279	157	11	of	of	ADP
ital-13279	157	12	10	10	NUM
ital-13279	157	13	and	and	CCONJ
ital-13279	157	14	a	a	DET
ital-13279	157	15	gamma	gamma	NOUN
ital-13279	157	16	parameter	parameter	NOUN
ital-13279	157	17	of	of	ADP
ital-13279	157	18	0.075	0.075	NUM
ital-13279	157	19	.	.	PUNCT
ital-13279	158	1	information	information	NOUN
ital-13279	158	2	technology	technology	NOUN
ital-13279	158	3	and	and	CCONJ
ital-13279	158	4	libraries	library	NOUN
ital-13279	158	5	september	september	PROPN
ital-13279	158	6	2021	2021	NUM
ital-13279	158	7	text	text	NOUN
ital-13279	158	8	analysis	analysis	NOUN
ital-13279	158	9	and	and	CCONJ
ital-13279	158	10	visualization	visualization	NOUN
ital-13279	158	11	research	research	NOUN
ital-13279	158	12	on	on	ADP
ital-13279	158	13	the	the	DET
ital-13279	158	14	hetu	hetu	PROPN
ital-13279	158	15	dangse	dangse	PROPN
ital-13279	158	16	|	|	PROPN
ital-13279	158	17	wang	wang	PROPN
ital-13279	158	18	,	,	PUNCT
ital-13279	158	19	wu	wu	PROPN
ital-13279	158	20	,	,	PUNCT
ital-13279	158	21	yu	yu	PROPN
ital-13279	158	22	,	,	PUNCT
ital-13279	158	23	and	and	CCONJ
ital-13279	158	24	song	song	NOUN
ital-13279	158	25	10	10	NUM
ital-13279	158	26	figure	figure	NOUN
ital-13279	158	27	4	4	NUM
ital-13279	158	28	.	.	PUNCT
ital-13279	159	1	svm	svm	PROPN
ital-13279	159	2	grid	grid	NOUN
ital-13279	159	3	search	search	NOUN
ital-13279	159	4	parameter	parameter	NOUN
ital-13279	159	5	tuning	tune	VERB
ital-13279	159	6	diagram	diagram	PROPN
ital-13279	159	7	.	.	PUNCT
ital-13279	160	1	discussion	discussion	NOUN
ital-13279	160	2	the	the	DET
ital-13279	160	3	history	history	NOUN
ital-13279	160	4	of	of	ADP
ital-13279	160	5	a	a	DET
ital-13279	160	6	nation	nation	NOUN
ital-13279	160	7	is	be	AUX
ital-13279	160	8	the	the	DET
ital-13279	160	9	foundation	foundation	NOUN
ital-13279	160	10	on	on	ADP
ital-13279	160	11	which	which	PRON
ital-13279	160	12	it	it	PRON
ital-13279	160	13	is	be	AUX
ital-13279	160	14	built	build	VERB
ital-13279	160	15	.	.	PUNCT
ital-13279	161	1	historical	historical	ADJ
ital-13279	161	2	documents	document	NOUN
ital-13279	161	3	are	be	AUX
ital-13279	161	4	the	the	DET
ital-13279	161	5	witnesses	witness	NOUN
ital-13279	161	6	and	and	CCONJ
ital-13279	161	7	recorders	recorder	NOUN
ital-13279	161	8	of	of	ADP
ital-13279	161	9	history	history	NOUN
ital-13279	161	10	.	.	PUNCT
ital-13279	162	1	through	through	ADP
ital-13279	162	2	the	the	DET
ital-13279	162	3	study	study	NOUN
ital-13279	162	4	of	of	ADP
ital-13279	162	5	historical	historical	ADJ
ital-13279	162	6	documents	document	NOUN
ital-13279	162	7	,	,	PUNCT
ital-13279	162	8	we	we	PRON
ital-13279	162	9	can	can	AUX
ital-13279	162	10	go	go	VERB
ital-13279	162	11	back	back	ADV
ital-13279	162	12	to	to	ADP
ital-13279	162	13	the	the	DET
ital-13279	162	14	past	past	NOUN
ital-13279	162	15	,	,	PUNCT
ital-13279	162	16	cherish	cherish	VERB
ital-13279	162	17	the	the	DET
ital-13279	162	18	present	present	NOUN
ital-13279	162	19	,	,	PUNCT
ital-13279	162	20	and	and	CCONJ
ital-13279	162	21	look	look	VERB
ital-13279	162	22	forward	forward	ADV
ital-13279	162	23	to	to	ADP
ital-13279	162	24	the	the	DET
ital-13279	162	25	future	future	NOUN
ital-13279	162	26	.	.	PUNCT
ital-13279	163	1	an	an	DET
ital-13279	163	2	increasing	increase	VERB
ital-13279	163	3	number	number	NOUN
ital-13279	163	4	of	of	ADP
ital-13279	163	5	scholars	scholar	NOUN
ital-13279	163	6	have	have	AUX
ital-13279	163	7	studied	study	VERB
ital-13279	163	8	these	these	DET
ital-13279	163	9	documents	document	NOUN
ital-13279	163	10	in	in	ADP
ital-13279	163	11	recent	recent	ADJ
ital-13279	163	12	years	year	NOUN
ital-13279	163	13	due	due	ADP
ital-13279	163	14	to	to	ADP
ital-13279	163	15	their	their	PRON
ital-13279	163	16	importance	importance	NOUN
ital-13279	163	17	.	.	PUNCT
ital-13279	164	1	the	the	DET
ital-13279	164	2	hetu	hetu	PROPN
ital-13279	164	3	dangse	dangse	PROPN
ital-13279	164	4	records	record	VERB
ital-13279	164	5	the	the	DET
ital-13279	164	6	document	document	NOUN
ital-13279	164	7	communications	communication	NOUN
ital-13279	164	8	between	between	ADP
ital-13279	164	9	institutions	institution	NOUN
ital-13279	164	10	in	in	ADP
ital-13279	164	11	shengjing	shengjing	NOUN
ital-13279	164	12	(	(	PUNCT
ital-13279	164	13	now	now	ADV
ital-13279	164	14	shenyang	shenyang	PROPN
ital-13279	164	15	)	)	PUNCT
ital-13279	164	16	and	and	CCONJ
ital-13279	164	17	beijing	beijing	PROPN
ital-13279	164	18	during	during	ADP
ital-13279	164	19	the	the	DET
ital-13279	164	20	qing	qing	PROPN
ital-13279	164	21	dynasty	dynasty	NOUN
ital-13279	164	22	.	.	PUNCT
ital-13279	165	1	it	it	PRON
ital-13279	165	2	is	be	AUX
ital-13279	165	3	an	an	DET
ital-13279	165	4	important	important	ADJ
ital-13279	165	5	historical	historical	ADJ
ital-13279	165	6	document	document	NOUN
ital-13279	165	7	that	that	PRON
ital-13279	165	8	can	can	AUX
ital-13279	165	9	not	not	PART
ital-13279	165	10	be	be	AUX
ital-13279	165	11	ignored	ignore	VERB
ital-13279	165	12	when	when	SCONJ
ital-13279	165	13	information	information	NOUN
ital-13279	165	14	technology	technology	NOUN
ital-13279	165	15	and	and	CCONJ
ital-13279	165	16	libraries	library	NOUN
ital-13279	165	17	september	september	PROPN
ital-13279	165	18	2021	2021	NUM
ital-13279	165	19	text	text	NOUN
ital-13279	165	20	analysis	analysis	NOUN
ital-13279	165	21	and	and	CCONJ
ital-13279	165	22	visualization	visualization	NOUN
ital-13279	165	23	research	research	NOUN
ital-13279	165	24	on	on	ADP
ital-13279	165	25	the	the	DET
ital-13279	165	26	hetu	hetu	PROPN
ital-13279	165	27	dangse	dangse	PROPN
ital-13279	165	28	|	|	PROPN
ital-13279	165	29	wang	wang	PROPN
ital-13279	165	30	,	,	PUNCT
ital-13279	165	31	wu	wu	PROPN
ital-13279	165	32	,	,	PUNCT
ital-13279	165	33	yu	yu	PROPN
ital-13279	165	34	,	,	PUNCT
ital-13279	165	35	and	and	CCONJ
ital-13279	165	36	song	song	NOUN
ital-13279	165	37	11	11	NUM
ital-13279	165	38	studying	study	VERB
ital-13279	165	39	the	the	DET
ital-13279	165	40	history	history	NOUN
ital-13279	165	41	of	of	ADP
ital-13279	165	42	northeast	northeast	ADJ
ital-13279	165	43	china	china	PROPN
ital-13279	165	44	during	during	ADP
ital-13279	165	45	the	the	DET
ital-13279	165	46	qing	qing	PROPN
ital-13279	165	47	dynasty	dynasty	NOUN
ital-13279	165	48	.	.	PUNCT
ital-13279	166	1	here	here	ADV
ital-13279	166	2	,	,	PUNCT
ital-13279	166	3	we	we	PRON
ital-13279	166	4	use	use	VERB
ital-13279	166	5	the	the	DET
ital-13279	166	6	catalog	catalog	NOUN
ital-13279	166	7	data	datum	NOUN
ital-13279	166	8	of	of	ADP
ital-13279	166	9	the	the	DET
ital-13279	166	10	hetu	hetu	PROPN
ital-13279	166	11	dangse	dangse	PROPN
ital-13279	166	12	as	as	ADP
ital-13279	166	13	the	the	DET
ital-13279	166	14	sample	sample	NOUN
ital-13279	166	15	data	datum	NOUN
ital-13279	166	16	to	to	PART
ital-13279	166	17	test	test	VERB
ital-13279	166	18	the	the	DET
ital-13279	166	19	machine	machine	NOUN
ital-13279	166	20	learning	learn	VERB
ital-13279	166	21	methods	method	NOUN
ital-13279	166	22	previously	previously	ADV
ital-13279	166	23	mentioned	mention	VERB
ital-13279	166	24	.	.	PUNCT
ital-13279	167	1	we	we	PRON
ital-13279	167	2	explore	explore	VERB
ital-13279	167	3	the	the	DET
ital-13279	167	4	results	result	NOUN
ital-13279	167	5	from	from	ADP
ital-13279	167	6	the	the	DET
ital-13279	167	7	perspectives	perspective	NOUN
ital-13279	167	8	of	of	ADP
ital-13279	167	9	institutional	institutional	ADJ
ital-13279	167	10	function	function	NOUN
ital-13279	167	11	,	,	PUNCT
ital-13279	167	12	institutional	institutional	ADJ
ital-13279	167	13	relationship	relationship	NOUN
ital-13279	167	14	,	,	PUNCT
ital-13279	167	15	and	and	CCONJ
ital-13279	167	16	automatic	automatic	ADJ
ital-13279	167	17	classification	classification	NOUN
ital-13279	167	18	to	to	PART
ital-13279	167	19	determine	determine	VERB
ital-13279	167	20	the	the	DET
ital-13279	167	21	feasibility	feasibility	NOUN
ital-13279	167	22	of	of	ADP
ital-13279	167	23	our	our	PRON
ital-13279	167	24	methods	method	NOUN
ital-13279	167	25	.	.	PUNCT
ital-13279	168	1	functions	function	NOUN
ital-13279	168	2	of	of	ADP
ital-13279	168	3	institutions	institution	NOUN
ital-13279	168	4	the	the	DET
ital-13279	168	5	number	number	NOUN
ital-13279	168	6	of	of	ADP
ital-13279	168	7	institutions	institution	NOUN
ital-13279	168	8	involved	involve	VERB
ital-13279	168	9	in	in	ADP
ital-13279	168	10	the	the	DET
ital-13279	168	11	hetu	hetu	PROPN
ital-13279	168	12	dangse	dangse	PROPN
ital-13279	168	13	is	be	AUX
ital-13279	168	14	over	over	ADP
ital-13279	168	15	150	150	NUM
ital-13279	168	16	.	.	PUNCT
ital-13279	169	1	these	these	DET
ital-13279	169	2	functional	functional	ADJ
ital-13279	169	3	departments	department	NOUN
ital-13279	169	4	formed	form	VERB
ital-13279	169	5	the	the	DET
ital-13279	169	6	governance	governance	NOUN
ital-13279	169	7	system	system	NOUN
ital-13279	169	8	of	of	ADP
ital-13279	169	9	the	the	DET
ital-13279	169	10	shengjing	shengje	VERB
ital-13279	169	11	area	area	NOUN
ital-13279	169	12	during	during	ADP
ital-13279	169	13	the	the	DET
ital-13279	169	14	qing	qing	PROPN
ital-13279	169	15	dynasty	dynasty	NOUN
ital-13279	169	16	.	.	PUNCT
ital-13279	170	1	to	to	PART
ital-13279	170	2	gain	gain	VERB
ital-13279	170	3	a	a	DET
ital-13279	170	4	deeper	deep	ADJ
ital-13279	170	5	understanding	understanding	NOUN
ital-13279	170	6	of	of	ADP
ital-13279	170	7	the	the	DET
ital-13279	170	8	qing	qing	PROPN
ital-13279	170	9	dynasty	dynasty	NOUN
ital-13279	170	10	’s	’s	PART
ital-13279	170	11	ruling	rule	VERB
ital-13279	170	12	system	system	NOUN
ital-13279	170	13	in	in	ADP
ital-13279	170	14	the	the	DET
ital-13279	170	15	shengjing	shengjing	NOUN
ital-13279	170	16	area	area	NOUN
ital-13279	170	17	,	,	PUNCT
ital-13279	170	18	the	the	DET
ital-13279	170	19	functions	function	NOUN
ital-13279	170	20	of	of	ADP
ital-13279	170	21	these	these	DET
ital-13279	170	22	institutions	institution	NOUN
ital-13279	170	23	should	should	AUX
ital-13279	170	24	be	be	AUX
ital-13279	170	25	examined	examine	VERB
ital-13279	170	26	.	.	PUNCT
ital-13279	171	1	this	this	DET
ital-13279	171	2	study	study	NOUN
ital-13279	171	3	analyzes	analyze	VERB
ital-13279	171	4	and	and	CCONJ
ital-13279	171	5	studies	study	VERB
ital-13279	171	6	the	the	DET
ital-13279	171	7	functions	function	NOUN
ital-13279	171	8	of	of	ADP
ital-13279	171	9	the	the	DET
ital-13279	171	10	institutions	institution	NOUN
ital-13279	171	11	in	in	ADP
ital-13279	171	12	the	the	DET
ital-13279	171	13	shengjing	shengje	VERB
ital-13279	171	14	area	area	NOUN
ital-13279	171	15	through	through	ADP
ital-13279	171	16	the	the	DET
ital-13279	171	17	number	number	NOUN
ital-13279	171	18	of	of	ADP
ital-13279	171	19	documents	document	NOUN
ital-13279	171	20	and	and	CCONJ
ital-13279	171	21	the	the	DET
ital-13279	171	22	frequency	frequency	NOUN
ital-13279	171	23	of	of	ADP
ital-13279	171	24	content	content	NOUN
ital-13279	171	25	of	of	ADP
ital-13279	171	26	the	the	DET
ital-13279	171	27	sending	send	VERB
ital-13279	171	28	and	and	CCONJ
ital-13279	171	29	receiving	receive	VERB
ital-13279	171	30	institutions	institution	NOUN
ital-13279	171	31	.	.	PUNCT
ital-13279	172	1	analysis	analysis	NOUN
ital-13279	172	2	of	of	ADP
ital-13279	172	3	the	the	DET
ital-13279	172	4	number	number	NOUN
ital-13279	172	5	of	of	ADP
ital-13279	172	6	documents	document	NOUN
ital-13279	172	7	received	receive	VERB
ital-13279	172	8	and	and	CCONJ
ital-13279	172	9	sent	send	VERB
ital-13279	172	10	by	by	ADP
ital-13279	172	11	institutions	institution	NOUN
ital-13279	172	12	by	by	ADP
ital-13279	172	13	sorting	sort	VERB
ital-13279	172	14	and	and	CCONJ
ital-13279	172	15	statistically	statistically	ADV
ital-13279	172	16	analyzing	analyze	VERB
ital-13279	172	17	the	the	DET
ital-13279	172	18	catalog	catalog	NOUN
ital-13279	172	19	data	datum	NOUN
ital-13279	172	20	of	of	ADP
ital-13279	172	21	hetu	hetu	PROPN
ital-13279	172	22	dangse	dangse	PROPN
ital-13279	172	23	,	,	PUNCT
ital-13279	172	24	we	we	PRON
ital-13279	172	25	obtained	obtain	VERB
ital-13279	172	26	data	datum	NOUN
ital-13279	172	27	on	on	ADP
ital-13279	172	28	the	the	DET
ital-13279	172	29	number	number	NOUN
ital-13279	172	30	of	of	ADP
ital-13279	172	31	documents	document	NOUN
ital-13279	172	32	received	receive	VERB
ital-13279	172	33	and	and	CCONJ
ital-13279	172	34	sent	send	VERB
ital-13279	172	35	by	by	ADP
ital-13279	172	36	institutions	institution	NOUN
ital-13279	172	37	in	in	ADP
ital-13279	172	38	the	the	DET
ital-13279	172	39	shengjing	shengje	VERB
ital-13279	172	40	area	area	NOUN
ital-13279	172	41	recorded	record	VERB
ital-13279	172	42	in	in	ADP
ital-13279	172	43	the	the	DET
ital-13279	172	44	hetu	hetu	PROPN
ital-13279	172	45	dangse	dangse	PROPN
ital-13279	172	46	.	.	PUNCT
ital-13279	173	1	we	we	PRON
ital-13279	173	2	set	set	VERB
ital-13279	173	3	the	the	DET
ital-13279	173	4	vertical	vertical	ADJ
ital-13279	173	5	axis	axis	NOUN
ital-13279	173	6	as	as	ADP
ital-13279	173	7	the	the	DET
ital-13279	173	8	total	total	ADJ
ital-13279	173	9	number	number	NOUN
ital-13279	173	10	of	of	ADP
ital-13279	173	11	communicated	communicate	VERB
ital-13279	173	12	documents	document	NOUN
ital-13279	173	13	,	,	PUNCT
ital-13279	173	14	number	number	NOUN
ital-13279	173	15	of	of	ADP
ital-13279	173	16	issued	issue	VERB
ital-13279	173	17	documents	document	NOUN
ital-13279	173	18	,	,	PUNCT
ital-13279	173	19	and	and	CCONJ
ital-13279	173	20	number	number	NOUN
ital-13279	173	21	of	of	ADP
ital-13279	173	22	received	receive	VERB
ital-13279	173	23	documents	document	NOUN
ital-13279	173	24	.	.	PUNCT
ital-13279	174	1	we	we	PRON
ital-13279	174	2	set	set	VERB
ital-13279	174	3	the	the	DET
ital-13279	174	4	horizontal	horizontal	ADJ
ital-13279	174	5	axis	axis	NOUN
ital-13279	174	6	as	as	ADP
ital-13279	174	7	the	the	DET
ital-13279	174	8	names	name	NOUN
ital-13279	174	9	of	of	ADP
ital-13279	174	10	the	the	DET
ital-13279	174	11	institutions	institution	NOUN
ital-13279	174	12	and	and	CCONJ
ital-13279	174	13	then	then	ADV
ital-13279	174	14	drew	draw	VERB
ital-13279	174	15	a	a	DET
ital-13279	174	16	histogram	histogram	NOUN
ital-13279	174	17	.	.	PUNCT
ital-13279	175	1	this	this	DET
ital-13279	175	2	study	study	NOUN
ital-13279	175	3	analyzes	analyze	VERB
ital-13279	175	4	the	the	DET
ital-13279	175	5	number	number	NOUN
ital-13279	175	6	of	of	ADP
ital-13279	175	7	institutional	institutional	ADJ
ital-13279	175	8	archives	archive	NOUN
ital-13279	175	9	of	of	ADP
ital-13279	175	10	the	the	DET
ital-13279	175	11	hetu	hetu	PROPN
ital-13279	175	12	dangse	dangse	PROPN
ital-13279	175	13	catalog	catalog	NOUN
ital-13279	175	14	from	from	ADP
ital-13279	175	15	three	three	NUM
ital-13279	175	16	perspectives	perspective	NOUN
ital-13279	175	17	:	:	PUNCT
ital-13279	175	18	total	total	ADJ
ital-13279	175	19	number	number	NOUN
ital-13279	175	20	of	of	ADP
ital-13279	175	21	sent	send	VERB
ital-13279	175	22	and	and	CCONJ
ital-13279	175	23	received	receive	VERB
ital-13279	175	24	documents	document	NOUN
ital-13279	175	25	,	,	PUNCT
ital-13279	175	26	number	number	NOUN
ital-13279	175	27	of	of	ADP
ital-13279	175	28	received	receive	VERB
ital-13279	175	29	documents	document	NOUN
ital-13279	175	30	,	,	PUNCT
ital-13279	175	31	and	and	CCONJ
ital-13279	175	32	number	number	NOUN
ital-13279	175	33	of	of	ADP
ital-13279	175	34	issued	issue	VERB
ital-13279	175	35	documents	document	NOUN
ital-13279	175	36	to	to	PART
ital-13279	175	37	find	find	VERB
ital-13279	175	38	the	the	DET
ital-13279	175	39	institutions	institution	NOUN
ital-13279	175	40	with	with	ADP
ital-13279	175	41	the	the	DET
ital-13279	175	42	highest	high	ADJ
ital-13279	175	43	research	research	NOUN
ital-13279	175	44	value	value	NOUN
ital-13279	175	45	in	in	ADP
ital-13279	175	46	the	the	DET
ital-13279	175	47	shengjing	shengje	VERB
ital-13279	175	48	area	area	NOUN
ital-13279	175	49	.	.	PUNCT
ital-13279	176	1	in	in	ADP
ital-13279	176	2	the	the	DET
ital-13279	176	3	histogram	histogram	NOUN
ital-13279	176	4	shown	show	VERB
ital-13279	176	5	in	in	ADP
ital-13279	176	6	figure	figure	NOUN
ital-13279	176	7	5(a	5(a	NUM
ital-13279	176	8	)	)	PUNCT
ital-13279	176	9	,	,	PUNCT
ital-13279	176	10	the	the	DET
ital-13279	176	11	top	top	ADJ
ital-13279	176	12	three	three	NUM
ital-13279	176	13	institutions	institution	NOUN
ital-13279	176	14	in	in	ADP
ital-13279	176	15	total	total	ADJ
ital-13279	176	16	number	number	NOUN
ital-13279	176	17	of	of	ADP
ital-13279	176	18	communicated	communicate	VERB
ital-13279	176	19	documents	document	NOUN
ital-13279	176	20	are	be	AUX
ital-13279	176	21	shengjing	shengje	VERB
ital-13279	176	22	internal	internal	ADJ
ital-13279	176	23	affairs	affair	NOUN
ital-13279	176	24	office	office	NOUN
ital-13279	176	25	,	,	PUNCT
ital-13279	176	26	shengjing	shengje	VERB
ital-13279	176	27	zuoling	zuoling	NOUN
ital-13279	176	28	,	,	PUNCT
ital-13279	176	29	and	and	CCONJ
ital-13279	176	30	shengjing	shengje	VERB
ital-13279	176	31	ministry	ministry	PROPN
ital-13279	176	32	of	of	ADP
ital-13279	176	33	revenue	revenue	PROPN
ital-13279	176	34	.	.	PUNCT
ital-13279	177	1	we	we	PRON
ital-13279	177	2	can	can	AUX
ital-13279	177	3	also	also	ADV
ital-13279	177	4	observe	observe	VERB
ital-13279	177	5	that	that	SCONJ
ital-13279	177	6	the	the	DET
ital-13279	177	7	top	top	ADJ
ital-13279	177	8	10	10	NUM
ital-13279	177	9	institutions	institution	NOUN
ital-13279	177	10	have	have	VERB
ital-13279	177	11	different	different	ADJ
ital-13279	177	12	volumes	volume	NOUN
ital-13279	177	13	of	of	ADP
ital-13279	177	14	their	their	PRON
ital-13279	177	15	respective	respective	ADJ
ital-13279	177	16	documents	document	NOUN
ital-13279	177	17	received	receive	VERB
ital-13279	177	18	and	and	CCONJ
ital-13279	177	19	sent	send	VERB
ital-13279	177	20	by	by	ADP
ital-13279	177	21	institutions	institution	NOUN
ital-13279	177	22	.	.	PUNCT
ital-13279	178	1	therefore	therefore	ADV
ital-13279	178	2	,	,	PUNCT
ital-13279	178	3	the	the	DET
ital-13279	178	4	ranking	ranking	NOUN
ital-13279	178	5	of	of	ADP
ital-13279	178	6	the	the	DET
ital-13279	178	7	total	total	ADJ
ital-13279	178	8	number	number	NOUN
ital-13279	178	9	of	of	ADP
ital-13279	178	10	communicated	communicate	VERB
ital-13279	178	11	documents	document	NOUN
ital-13279	178	12	is	be	AUX
ital-13279	178	13	not	not	PART
ital-13279	178	14	directly	directly	ADV
ital-13279	178	15	related	relate	VERB
ital-13279	178	16	to	to	ADP
ital-13279	178	17	the	the	DET
ital-13279	178	18	respective	respective	ADJ
ital-13279	178	19	rankings	ranking	NOUN
ital-13279	178	20	of	of	ADP
ital-13279	178	21	the	the	DET
ital-13279	178	22	number	number	NOUN
ital-13279	178	23	of	of	ADP
ital-13279	178	24	documents	document	NOUN
ital-13279	178	25	received	receive	VERB
ital-13279	178	26	and	and	CCONJ
ital-13279	178	27	the	the	DET
ital-13279	178	28	number	number	NOUN
ital-13279	178	29	of	of	ADP
ital-13279	178	30	documents	document	NOUN
ital-13279	178	31	sent	send	VERB
ital-13279	178	32	.	.	PUNCT
ital-13279	179	1	in	in	ADP
ital-13279	179	2	figure	figure	NOUN
ital-13279	179	3	5(b	5(b	NUM
ital-13279	179	4	)	)	PUNCT
ital-13279	179	5	,	,	PUNCT
ital-13279	179	6	we	we	PRON
ital-13279	179	7	can	can	AUX
ital-13279	179	8	observe	observe	VERB
ital-13279	179	9	that	that	SCONJ
ital-13279	179	10	the	the	DET
ital-13279	179	11	top	top	ADJ
ital-13279	179	12	three	three	NUM
ital-13279	179	13	institutions	institution	NOUN
ital-13279	179	14	in	in	ADP
ital-13279	179	15	number	number	NOUN
ital-13279	179	16	of	of	ADP
ital-13279	179	17	documents	document	NOUN
ital-13279	179	18	received	receive	VERB
ital-13279	179	19	in	in	ADP
ital-13279	179	20	the	the	DET
ital-13279	179	21	hetu	hetu	PROPN
ital-13279	179	22	dangse	dangse	PROPN
ital-13279	179	23	are	be	AUX
ital-13279	179	24	shengjing	shengje	VERB
ital-13279	179	25	internal	internal	ADJ
ital-13279	179	26	affairs	affair	NOUN
ital-13279	179	27	office	office	NOUN
ital-13279	179	28	,	,	PUNCT
ital-13279	179	29	shengjing	shengje	VERB
ital-13279	179	30	ministry	ministry	PROPN
ital-13279	179	31	of	of	ADP
ital-13279	179	32	revenue	revenue	NOUN
ital-13279	179	33	,	,	PUNCT
ital-13279	179	34	and	and	CCONJ
ital-13279	179	35	shengjing	shengje	VERB
ital-13279	179	36	general	general	ADJ
ital-13279	179	37	yamen	yaman	NOUN
ital-13279	179	38	.	.	PUNCT
ital-13279	180	1	figure	figure	VERB
ital-13279	180	2	5(c	5(c	NUM
ital-13279	180	3	)	)	PUNCT
ital-13279	180	4	shows	show	VERB
ital-13279	180	5	the	the	DET
ital-13279	180	6	top	top	ADJ
ital-13279	180	7	three	three	NUM
ital-13279	180	8	institutions	institution	NOUN
ital-13279	180	9	in	in	ADP
ital-13279	180	10	number	number	NOUN
ital-13279	180	11	of	of	ADP
ital-13279	180	12	documents	document	NOUN
ital-13279	180	13	sent	send	VERB
ital-13279	180	14	in	in	ADP
ital-13279	180	15	the	the	DET
ital-13279	180	16	hetu	hetu	PROPN
ital-13279	180	17	dangse	dangse	PROPN
ital-13279	180	18	are	be	AUX
ital-13279	180	19	shengjing	shengje	VERB
ital-13279	180	20	internal	internal	ADJ
ital-13279	180	21	affairs	affair	NOUN
ital-13279	180	22	office	office	NOUN
ital-13279	180	23	,	,	PUNCT
ital-13279	180	24	shengjing	shengje	VERB
ital-13279	180	25	zuoling	zuoling	NOUN
ital-13279	180	26	,	,	PUNCT
ital-13279	180	27	and	and	CCONJ
ital-13279	180	28	shengjing	shengje	VERB
ital-13279	180	29	general	general	ADJ
ital-13279	180	30	yamen	yaman	NOUN
ital-13279	180	31	.	.	PUNCT
ital-13279	181	1	the	the	DET
ital-13279	181	2	total	total	ADJ
ital-13279	181	3	number	number	NOUN
ital-13279	181	4	of	of	ADP
ital-13279	181	5	communicated	communicate	VERB
ital-13279	181	6	documents	document	NOUN
ital-13279	181	7	,	,	PUNCT
ital-13279	181	8	number	number	NOUN
ital-13279	181	9	of	of	ADP
ital-13279	181	10	documents	document	NOUN
ital-13279	181	11	sent	send	VERB
ital-13279	181	12	,	,	PUNCT
ital-13279	181	13	and	and	CCONJ
ital-13279	181	14	number	number	NOUN
ital-13279	181	15	of	of	ADP
ital-13279	181	16	documents	document	NOUN
ital-13279	181	17	received	receive	VERB
ital-13279	181	18	by	by	ADP
ital-13279	181	19	the	the	DET
ital-13279	181	20	shengjing	shengje	VERB
ital-13279	181	21	internal	internal	ADJ
ital-13279	181	22	affairs	affair	NOUN
ital-13279	181	23	office	office	NOUN
ital-13279	181	24	all	all	DET
ital-13279	181	25	rank	rank	VERB
ital-13279	181	26	first	first	ADV
ital-13279	181	27	;	;	PUNCT
ital-13279	181	28	this	this	PRON
ital-13279	181	29	indicates	indicate	VERB
ital-13279	181	30	that	that	SCONJ
ital-13279	181	31	the	the	DET
ital-13279	181	32	shengjing	shengje	VERB
ital-13279	181	33	internal	internal	ADJ
ital-13279	181	34	affairs	affair	NOUN
ital-13279	181	35	office	office	NOUN
ital-13279	181	36	is	be	AUX
ital-13279	181	37	the	the	DET
ital-13279	181	38	most	most	ADV
ital-13279	181	39	important	important	ADJ
ital-13279	181	40	department	department	NOUN
ital-13279	181	41	of	of	ADP
ital-13279	181	42	the	the	DET
ital-13279	181	43	ruling	rule	VERB
ital-13279	181	44	system	system	NOUN
ital-13279	181	45	in	in	ADP
ital-13279	181	46	the	the	DET
ital-13279	181	47	qing	qing	PROPN
ital-13279	181	48	dynasty	dynasty	NOUN
ital-13279	181	49	during	during	ADP
ital-13279	181	50	the	the	DET
ital-13279	181	51	shengjing	shengje	VERB
ital-13279	181	52	area	area	NOUN
ital-13279	181	53	.	.	PUNCT
ital-13279	182	1	information	information	NOUN
ital-13279	182	2	technology	technology	NOUN
ital-13279	182	3	and	and	CCONJ
ital-13279	182	4	libraries	library	NOUN
ital-13279	182	5	september	september	PROPN
ital-13279	182	6	2021	2021	NUM
ital-13279	182	7	text	text	NOUN
ital-13279	182	8	analysis	analysis	NOUN
ital-13279	182	9	and	and	CCONJ
ital-13279	182	10	visualization	visualization	NOUN
ital-13279	182	11	research	research	NOUN
ital-13279	182	12	on	on	ADP
ital-13279	182	13	the	the	DET
ital-13279	182	14	hetu	hetu	PROPN
ital-13279	182	15	dangse	dangse	PROPN
ital-13279	182	16	|	|	PROPN
ital-13279	182	17	wang	wang	PROPN
ital-13279	182	18	,	,	PUNCT
ital-13279	182	19	wu	wu	PROPN
ital-13279	182	20	,	,	PUNCT
ital-13279	182	21	yu	yu	PROPN
ital-13279	182	22	,	,	PUNCT
ital-13279	182	23	and	and	CCONJ
ital-13279	182	24	song	song	NOUN
ital-13279	182	25	12	12	NUM
ital-13279	182	26	figure	figure	NOUN
ital-13279	182	27	5	5	NUM
ital-13279	182	28	.	.	PUNCT
ital-13279	183	1	number	number	NOUN
ital-13279	183	2	of	of	ADP
ital-13279	183	3	documents	document	NOUN
ital-13279	183	4	received	receive	VERB
ital-13279	183	5	and	and	CCONJ
ital-13279	183	6	sent	send	VERB
ital-13279	183	7	by	by	ADP
ital-13279	183	8	institutions	institution	NOUN
ital-13279	183	9	.	.	PUNCT
ital-13279	184	1	a	a	DET
ital-13279	184	2	b	b	PROPN
ital-13279	184	3	c	c	PROPN
ital-13279	184	4	information	information	NOUN
ital-13279	184	5	technology	technology	NOUN
ital-13279	184	6	and	and	CCONJ
ital-13279	184	7	libraries	library	NOUN
ital-13279	184	8	september	september	PROPN
ital-13279	184	9	2021	2021	NUM
ital-13279	184	10	text	text	NOUN
ital-13279	184	11	analysis	analysis	NOUN
ital-13279	184	12	and	and	CCONJ
ital-13279	184	13	visualization	visualization	NOUN
ital-13279	184	14	research	research	NOUN
ital-13279	184	15	on	on	ADP
ital-13279	184	16	the	the	DET
ital-13279	184	17	hetu	hetu	PROPN
ital-13279	184	18	dangse	dangse	PROPN
ital-13279	184	19	|	|	PROPN
ital-13279	184	20	wang	wang	PROPN
ital-13279	184	21	,	,	PUNCT
ital-13279	184	22	wu	wu	PROPN
ital-13279	184	23	,	,	PUNCT
ital-13279	184	24	yu	yu	PROPN
ital-13279	184	25	,	,	PUNCT
ital-13279	184	26	and	and	CCONJ
ital-13279	184	27	song	song	NOUN
ital-13279	184	28	13	13	NUM
ital-13279	184	29	by	by	ADP
ital-13279	184	30	using	use	VERB
ital-13279	184	31	the	the	DET
ital-13279	184	32	number	number	NOUN
ital-13279	184	33	of	of	ADP
ital-13279	184	34	documents	document	NOUN
ital-13279	184	35	received	receive	VERB
ital-13279	184	36	and	and	CCONJ
ital-13279	184	37	sent	send	VERB
ital-13279	184	38	by	by	ADP
ital-13279	184	39	the	the	DET
ital-13279	184	40	institutions	institution	NOUN
ital-13279	184	41	,	,	PUNCT
ital-13279	184	42	we	we	PRON
ital-13279	184	43	calculated	calculate	VERB
ital-13279	184	44	the	the	DET
ital-13279	184	45	pearson	pearson	PROPN
ital-13279	184	46	correlation	correlation	NOUN
ital-13279	184	47	coefficient	coefficient	NOUN
ital-13279	184	48	to	to	PART
ital-13279	184	49	determine	determine	VERB
ital-13279	184	50	if	if	SCONJ
ital-13279	184	51	the	the	DET
ital-13279	184	52	number	number	NOUN
ital-13279	184	53	of	of	ADP
ital-13279	184	54	documents	document	NOUN
ital-13279	184	55	received	receive	VERB
ital-13279	184	56	and	and	CCONJ
ital-13279	184	57	sent	send	VERB
ital-13279	184	58	by	by	ADP
ital-13279	184	59	the	the	DET
ital-13279	184	60	same	same	ADJ
ital-13279	184	61	institution	institution	NOUN
ital-13279	184	62	is	be	AUX
ital-13279	184	63	relevant	relevant	ADJ
ital-13279	184	64	.	.	PUNCT
ital-13279	185	1	as	as	ADP
ital-13279	185	2	institutional	institutional	ADJ
ital-13279	185	3	samples	sample	NOUN
ital-13279	185	4	,	,	PUNCT
ital-13279	185	5	we	we	PRON
ital-13279	185	6	selected	select	VERB
ital-13279	185	7	the	the	DET
ital-13279	185	8	shengjing	shengje	VERB
ital-13279	185	9	internal	internal	ADJ
ital-13279	185	10	affairs	affair	NOUN
ital-13279	185	11	office	office	NOUN
ital-13279	185	12	,	,	PUNCT
ital-13279	185	13	shengjing	shengje	VERB
ital-13279	185	14	ministry	ministry	PROPN
ital-13279	185	15	of	of	ADP
ital-13279	185	16	revenue	revenue	PROPN
ital-13279	185	17	,	,	PUNCT
ital-13279	185	18	(	(	PUNCT
ital-13279	185	19	beijing	beijing	PROPN
ital-13279	185	20	)	)	PUNCT
ital-13279	185	21	internal	internal	PROPN
ital-13279	185	22	affairs	affairs	PROPN
ital-13279	185	23	office	office	NOUN
ital-13279	185	24	in	in	ADP
ital-13279	185	25	charge	charge	NOUN
ital-13279	185	26	,	,	PUNCT
ital-13279	185	27	shengjing	shengje	VERB
ital-13279	185	28	zuoling	zuoling	NOUN
ital-13279	185	29	,	,	PUNCT
ital-13279	185	30	shengjing	shengje	VERB
ital-13279	185	31	ministry	ministry	NOUN
ital-13279	185	32	of	of	ADP
ital-13279	185	33	works	work	NOUN
ital-13279	185	34	,	,	PUNCT
ital-13279	185	35	shengjing	shengje	VERB
ital-13279	185	36	ministry	ministry	PROPN
ital-13279	185	37	of	of	ADP
ital-13279	185	38	justice	justice	PROPN
ital-13279	185	39	,	,	PUNCT
ital-13279	185	40	shengjing	shengje	VERB
ital-13279	185	41	general	general	ADJ
ital-13279	185	42	yamen	yaman	NOUN
ital-13279	185	43	,	,	PUNCT
ital-13279	185	44	shengjing	shengje	VERB
ital-13279	185	45	close	close	ADJ
ital-13279	185	46	defense	defense	NOUN
ital-13279	185	47	zuoling	zuoling	NOUN
ital-13279	185	48	,	,	PUNCT
ital-13279	185	49	shengjing	shengje	VERB
ital-13279	185	50	ministry	ministry	NOUN
ital-13279	185	51	of	of	ADP
ital-13279	185	52	war	war	PROPN
ital-13279	185	53	,	,	PUNCT
ital-13279	185	54	fengtian	fengtian	ADJ
ital-13279	185	55	general	general	ADJ
ital-13279	185	56	yamen	yaman	NOUN
ital-13279	185	57	,	,	PUNCT
ital-13279	185	58	and	and	CCONJ
ital-13279	185	59	shengjing	shengje	VERB
ital-13279	185	60	ministry	ministry	NOUN
ital-13279	185	61	of	of	ADP
ital-13279	185	62	rites	rite	NOUN
ital-13279	185	63	.	.	PUNCT
ital-13279	186	1	through	through	ADP
ital-13279	186	2	calculation	calculation	NOUN
ital-13279	186	3	,	,	PUNCT
ital-13279	186	4	the	the	DET
ital-13279	186	5	result	result	NOUN
ital-13279	186	6	of	of	ADP
ital-13279	186	7	pearson	pearson	PROPN
ital-13279	186	8	correlation	correlation	NOUN
ital-13279	186	9	coefficient	coefficient	NOUN
ital-13279	186	10	is	be	AUX
ital-13279	186	11	0.69	0.69	NUM
ital-13279	186	12	(	(	PUNCT
ital-13279	186	13	save	save	VERB
ital-13279	186	14	two	two	NUM
ital-13279	186	15	decimal	decimal	ADJ
ital-13279	186	16	places	place	NOUN
ital-13279	186	17	)	)	PUNCT
ital-13279	186	18	,	,	PUNCT
ital-13279	186	19	so	so	CCONJ
ital-13279	186	20	there	there	PRON
ital-13279	186	21	is	be	VERB
ital-13279	186	22	a	a	DET
ital-13279	186	23	correlation	correlation	NOUN
ital-13279	186	24	between	between	ADP
ital-13279	186	25	the	the	DET
ital-13279	186	26	number	number	NOUN
ital-13279	186	27	of	of	ADP
ital-13279	186	28	sent	send	VERB
ital-13279	186	29	and	and	CCONJ
ital-13279	186	30	received	receive	VERB
ital-13279	186	31	documents	document	NOUN
ital-13279	186	32	,	,	PUNCT
ital-13279	186	33	as	as	SCONJ
ital-13279	186	34	shown	show	VERB
ital-13279	186	35	in	in	ADP
ital-13279	186	36	figure	figure	NOUN
ital-13279	186	37	6	6	NUM
ital-13279	186	38	.	.	PUNCT
ital-13279	187	1	figure	figure	VERB
ital-13279	187	2	6	6	NUM
ital-13279	187	3	.	.	PUNCT
ital-13279	188	1	scatter	scatter	PROPN
ital-13279	188	2	plot	plot	NOUN
ital-13279	188	3	of	of	ADP
ital-13279	188	4	pearson	pearson	PROPN
ital-13279	188	5	correlation	correlation	PROPN
ital-13279	188	6	coefficient	coefficient	NOUN
ital-13279	188	7	.	.	PUNCT
ital-13279	189	1	the	the	DET
ital-13279	189	2	hetu	hetu	PROPN
ital-13279	189	3	dangse	dangse	PROPN
ital-13279	189	4	is	be	AUX
ital-13279	189	5	a	a	DET
ital-13279	189	6	copy	copy	NOUN
ital-13279	189	7	of	of	ADP
ital-13279	189	8	official	official	ADJ
ital-13279	189	9	documents	document	NOUN
ital-13279	189	10	dealing	deal	VERB
ital-13279	189	11	with	with	ADP
ital-13279	189	12	the	the	DET
ital-13279	189	13	royal	royal	PROPN
ital-13279	189	14	affairs	affair	NOUN
ital-13279	189	15	of	of	ADP
ital-13279	189	16	the	the	DET
ital-13279	189	17	shengjing	shengje	VERB
ital-13279	189	18	internal	internal	ADJ
ital-13279	189	19	affairs	affair	NOUN
ital-13279	189	20	office	office	NOUN
ital-13279	189	21	during	during	ADP
ital-13279	189	22	the	the	DET
ital-13279	189	23	qing	qing	PROPN
ital-13279	189	24	dynasty	dynasty	NOUN
ital-13279	189	25	.	.	PUNCT
ital-13279	190	1	it	it	PRON
ital-13279	190	2	contains	contain	VERB
ital-13279	190	3	the	the	DET
ital-13279	190	4	official	official	ADJ
ital-13279	190	5	documents	document	NOUN
ital-13279	190	6	between	between	ADP
ital-13279	190	7	the	the	DET
ital-13279	190	8	shengjing	shengje	VERB
ital-13279	190	9	internal	internal	ADJ
ital-13279	190	10	affairs	affair	NOUN
ital-13279	190	11	office	office	NOUN
ital-13279	190	12	and	and	CCONJ
ital-13279	190	13	the	the	DET
ital-13279	190	14	beijing	beijing	PROPN
ital-13279	190	15	internal	internal	PROPN
ital-13279	190	16	affairs	affairs	PROPN
ital-13279	190	17	office	office	NOUN
ital-13279	190	18	in	in	ADP
ital-13279	190	19	charge	charge	NOUN
ital-13279	190	20	,	,	PUNCT
ital-13279	190	21	the	the	DET
ital-13279	190	22	liubu	liubu	NOUN
ital-13279	190	23	,	,	PUNCT
ital-13279	190	24	etc	etc	X
ital-13279	190	25	.	.	X
ital-13279	190	26	and	and	CCONJ
ital-13279	190	27	the	the	DET
ital-13279	190	28	local	local	ADJ
ital-13279	190	29	shengjing	shengje	VERB
ital-13279	190	30	general	general	ADJ
ital-13279	190	31	yamen	yaman	NOUN
ital-13279	190	32	,	,	PUNCT
ital-13279	190	33	fengtian	fengtian	ADJ
ital-13279	190	34	office	office	PROPN
ital-13279	190	35	,	,	PUNCT
ital-13279	190	36	the	the	DET
ital-13279	190	37	wubu	wubu	NOUN
ital-13279	190	38	of	of	ADP
ital-13279	190	39	shengjing	shengjing	NOUN
ital-13279	190	40	,	,	PUNCT
ital-13279	190	41	and	and	CCONJ
ital-13279	190	42	other	other	PROPN
ital-13279	190	43	yamens.16	yamens.16	PROPN
ital-13279	190	44	thus	thus	ADV
ital-13279	190	45	,	,	PUNCT
ital-13279	190	46	there	there	PRON
ital-13279	190	47	exist	exist	VERB
ital-13279	190	48	a	a	DET
ital-13279	190	49	large	large	ADJ
ital-13279	190	50	stock	stock	NOUN
ital-13279	190	51	of	of	ADP
ital-13279	190	52	documents	document	NOUN
ital-13279	190	53	with	with	ADP
ital-13279	190	54	the	the	DET
ital-13279	190	55	shengjing	shengje	VERB
ital-13279	190	56	internal	internal	ADJ
ital-13279	190	57	affairs	affair	NOUN
ital-13279	190	58	office	office	NOUN
ital-13279	190	59	as	as	ADP
ital-13279	190	60	the	the	DET
ital-13279	190	61	sending	send	VERB
ital-13279	190	62	and	and	CCONJ
ital-13279	190	63	receiving	receive	VERB
ital-13279	190	64	agency	agency	NOUN
ital-13279	190	65	.	.	PUNCT
ital-13279	191	1	the	the	DET
ital-13279	191	2	wubu	wubu	NOUN
ital-13279	191	3	of	of	ADP
ital-13279	191	4	shengjing	shengjing	NOUN
ital-13279	191	5	,	,	PUNCT
ital-13279	191	6	shengjing	shengje	VERB
ital-13279	191	7	general	general	ADJ
ital-13279	191	8	yamen	yaman	NOUN
ital-13279	191	9	,	,	PUNCT
ital-13279	191	10	shengjing	shengje	VERB
ital-13279	191	11	zuoling	zuoling	NOUN
ital-13279	191	12	,	,	PUNCT
ital-13279	191	13	and	and	CCONJ
ital-13279	191	14	other	other	ADJ
ital-13279	191	15	institutions	institution	NOUN
ital-13279	191	16	are	be	AUX
ital-13279	191	17	important	important	ADJ
ital-13279	191	18	hubs	hub	NOUN
ital-13279	191	19	for	for	ADP
ital-13279	191	20	the	the	DET
ital-13279	191	21	operation	operation	NOUN
ital-13279	191	22	of	of	ADP
ital-13279	191	23	institutions	institution	NOUN
ital-13279	191	24	in	in	ADP
ital-13279	191	25	shengjing	shengje	VERB
ital-13279	191	26	.	.	PUNCT
ital-13279	192	1	they	they	PRON
ital-13279	192	2	played	play	VERB
ital-13279	192	3	an	an	DET
ital-13279	192	4	important	important	ADJ
ital-13279	192	5	role	role	NOUN
ital-13279	192	6	in	in	ADP
ital-13279	192	7	maintaining	maintain	VERB
ital-13279	192	8	and	and	CCONJ
ital-13279	192	9	stabilizing	stabilize	VERB
ital-13279	192	10	the	the	DET
ital-13279	192	11	society	society	NOUN
ital-13279	192	12	of	of	ADP
ital-13279	192	13	shengjing	shengjing	NOUN
ital-13279	192	14	.	.	PUNCT
ital-13279	193	1	the	the	DET
ital-13279	193	2	number	number	NOUN
ital-13279	193	3	of	of	ADP
ital-13279	193	4	documents	document	NOUN
ital-13279	193	5	is	be	AUX
ital-13279	193	6	second	second	ADJ
ital-13279	193	7	in	in	ADP
ital-13279	193	8	importance	importance	NOUN
ital-13279	193	9	only	only	ADV
ital-13279	193	10	to	to	ADP
ital-13279	193	11	the	the	DET
ital-13279	193	12	shengjing	shengje	VERB
ital-13279	193	13	internal	internal	ADJ
ital-13279	193	14	affairs	affair	NOUN
ital-13279	193	15	office	office	NOUN
ital-13279	193	16	.	.	PUNCT
ital-13279	194	1	analysis	analysis	NOUN
ital-13279	194	2	of	of	ADP
ital-13279	194	3	the	the	DET
ital-13279	194	4	frequency	frequency	NOUN
ital-13279	194	5	of	of	ADP
ital-13279	194	6	documents	document	NOUN
ital-13279	194	7	received	receive	VERB
ital-13279	194	8	and	and	CCONJ
ital-13279	194	9	sent	send	VERB
ital-13279	194	10	by	by	ADP
ital-13279	194	11	institutions	institution	NOUN
ital-13279	194	12	to	to	PART
ital-13279	194	13	further	far	ADV
ital-13279	194	14	explore	explore	VERB
ital-13279	194	15	the	the	DET
ital-13279	194	16	functions	function	NOUN
ital-13279	194	17	of	of	ADP
ital-13279	194	18	institutions	institution	NOUN
ital-13279	194	19	with	with	ADP
ital-13279	194	20	research	research	NOUN
ital-13279	194	21	value	value	NOUN
ital-13279	194	22	,	,	PUNCT
ital-13279	194	23	we	we	PRON
ital-13279	194	24	extracted	extract	VERB
ital-13279	194	25	the	the	DET
ital-13279	194	26	contents	content	NOUN
ital-13279	194	27	of	of	ADP
ital-13279	194	28	the	the	DET
ital-13279	194	29	catalogs	catalog	NOUN
ital-13279	194	30	from	from	ADP
ital-13279	194	31	the	the	DET
ital-13279	194	32	top	top	ADJ
ital-13279	194	33	three	three	NUM
ital-13279	194	34	institutions	institution	NOUN
ital-13279	194	35	in	in	ADP
ital-13279	194	36	total	total	ADJ
ital-13279	194	37	number	number	NOUN
ital-13279	194	38	of	of	ADP
ital-13279	194	39	documents	document	NOUN
ital-13279	194	40	sent	send	VERB
ital-13279	194	41	and	and	CCONJ
ital-13279	194	42	received	receive	VERB
ital-13279	194	43	:	:	PUNCT
ital-13279	194	44	shengjing	shengje	VERB
ital-13279	194	45	internal	internal	ADJ
ital-13279	194	46	affairs	affair	NOUN
ital-13279	194	47	office	office	NOUN
ital-13279	194	48	,	,	PUNCT
ital-13279	194	49	shengjing	shengje	VERB
ital-13279	194	50	ministry	ministry	PROPN
ital-13279	194	51	of	of	ADP
ital-13279	194	52	revenue	revenue	NOUN
ital-13279	194	53	,	,	PUNCT
ital-13279	194	54	and	and	CCONJ
ital-13279	194	55	shengjing	shengje	VERB
ital-13279	194	56	zuoling	zuoling	NOUN
ital-13279	194	57	.	.	PUNCT
ital-13279	195	1	we	we	PRON
ital-13279	195	2	then	then	ADV
ital-13279	195	3	classified	classify	VERB
ital-13279	195	4	the	the	DET
ital-13279	195	5	catalogs	catalog	NOUN
ital-13279	195	6	of	of	ADP
ital-13279	195	7	the	the	DET
ital-13279	195	8	aforementioned	aforementioned	ADJ
ital-13279	195	9	institutions	institution	NOUN
ital-13279	195	10	according	accord	VERB
ital-13279	195	11	to	to	ADP
ital-13279	195	12	receipts	receipt	NOUN
ital-13279	195	13	and	and	CCONJ
ital-13279	195	14	postings	posting	NOUN
ital-13279	195	15	.	.	PUNCT
ital-13279	196	1	subsequently	subsequently	ADV
ital-13279	196	2	,	,	PUNCT
ital-13279	196	3	we	we	PRON
ital-13279	196	4	used	use	VERB
ital-13279	196	5	word	word	NOUN
ital-13279	196	6	segmentation	segmentation	NOUN
ital-13279	196	7	and	and	CCONJ
ital-13279	196	8	word	word	NOUN
ital-13279	196	9	frequency	frequency	NOUN
ital-13279	196	10	statistics	statistic	NOUN
ital-13279	196	11	to	to	PART
ital-13279	196	12	process	process	VERB
ital-13279	196	13	the	the	DET
ital-13279	196	14	two	two	NUM
ital-13279	196	15	types	type	NOUN
ital-13279	196	16	information	information	NOUN
ital-13279	196	17	technology	technology	NOUN
ital-13279	196	18	and	and	CCONJ
ital-13279	196	19	libraries	library	NOUN
ital-13279	196	20	september	september	PROPN
ital-13279	196	21	2021	2021	NUM
ital-13279	196	22	text	text	NOUN
ital-13279	196	23	analysis	analysis	NOUN
ital-13279	196	24	and	and	CCONJ
ital-13279	196	25	visualization	visualization	NOUN
ital-13279	196	26	research	research	NOUN
ital-13279	196	27	on	on	ADP
ital-13279	196	28	the	the	DET
ital-13279	196	29	hetu	hetu	PROPN
ital-13279	196	30	dangse	dangse	PROPN
ital-13279	196	31	|	|	PROPN
ital-13279	196	32	wang	wang	PROPN
ital-13279	196	33	,	,	PUNCT
ital-13279	196	34	wu	wu	PROPN
ital-13279	196	35	,	,	PUNCT
ital-13279	196	36	yu	yu	PROPN
ital-13279	196	37	,	,	PUNCT
ital-13279	196	38	and	and	CCONJ
ital-13279	196	39	song	song	NOUN
ital-13279	196	40	14	14	NUM
ital-13279	196	41	of	of	ADP
ital-13279	196	42	catalog	catalog	NOUN
ital-13279	196	43	information	information	NOUN
ital-13279	196	44	and	and	CCONJ
ital-13279	196	45	draw	draw	VERB
ital-13279	196	46	comparison	comparison	NOUN
ital-13279	196	47	diagrams	diagram	NOUN
ital-13279	196	48	to	to	PART
ital-13279	196	49	explore	explore	VERB
ital-13279	196	50	their	their	PRON
ital-13279	196	51	specific	specific	ADJ
ital-13279	196	52	functions	function	NOUN
ital-13279	196	53	in	in	ADP
ital-13279	196	54	the	the	DET
ital-13279	196	55	hetu	hetu	PROPN
ital-13279	196	56	dangse	dangse	PROPN
ital-13279	196	57	.	.	PUNCT
ital-13279	197	1	as	as	SCONJ
ital-13279	197	2	shown	show	VERB
ital-13279	197	3	in	in	ADP
ital-13279	197	4	figure	figure	NOUN
ital-13279	197	5	7	7	NUM
ital-13279	197	6	,	,	PUNCT
ital-13279	197	7	we	we	PRON
ital-13279	197	8	can	can	AUX
ital-13279	197	9	roughly	roughly	ADV
ital-13279	197	10	divide	divide	VERB
ital-13279	197	11	the	the	DET
ital-13279	197	12	obtained	obtain	VERB
ital-13279	197	13	segmentation	segmentation	NOUN
ital-13279	197	14	words	word	NOUN
ital-13279	197	15	into	into	ADP
ital-13279	197	16	two	two	NUM
ital-13279	197	17	categories	category	NOUN
ital-13279	197	18	.	.	PUNCT
ital-13279	198	1	one	one	NUM
ital-13279	198	2	is	be	AUX
ital-13279	198	3	the	the	DET
ital-13279	198	4	name	name	NOUN
ital-13279	198	5	of	of	ADP
ital-13279	198	6	the	the	DET
ital-13279	198	7	communicated	communicate	VERB
ital-13279	198	8	official	official	ADJ
ital-13279	198	9	document	document	NOUN
ital-13279	198	10	institutions	institution	NOUN
ital-13279	198	11	,	,	PUNCT
ital-13279	198	12	such	such	ADJ
ital-13279	198	13	as	as	ADP
ital-13279	198	14	the	the	DET
ital-13279	198	15	ministry	ministry	PROPN
ital-13279	198	16	of	of	ADP
ital-13279	198	17	revenue	revenue	PROPN
ital-13279	198	18	,	,	PUNCT
ital-13279	198	19	the	the	DET
ital-13279	198	20	ministry	ministry	PROPN
ital-13279	198	21	of	of	ADP
ital-13279	198	22	justice	justice	PROPN
ital-13279	198	23	,	,	PUNCT
ital-13279	198	24	and	and	CCONJ
ital-13279	198	25	the	the	DET
ital-13279	198	26	ministry	ministry	NOUN
ital-13279	198	27	of	of	ADP
ital-13279	198	28	rites	rite	NOUN
ital-13279	198	29	on	on	ADP
ital-13279	198	30	the	the	DET
ital-13279	198	31	side	side	NOUN
ital-13279	198	32	of	of	ADP
ital-13279	198	33	the	the	DET
ital-13279	198	34	word	word	NOUN
ital-13279	198	35	frequency	frequency	NOUN
ital-13279	198	36	(	(	PUNCT
ital-13279	198	37	see	see	VERB
ital-13279	198	38	fig	fig	NOUN
ital-13279	198	39	.	.	PUNCT
ital-13279	199	1	7[a	7[a	NUM
ital-13279	199	2	]	]	PUNCT
ital-13279	199	3	)	)	PUNCT
ital-13279	199	4	.	.	PUNCT
ital-13279	200	1	the	the	DET
ital-13279	200	2	other	other	ADJ
ital-13279	200	3	is	be	AUX
ital-13279	200	4	the	the	DET
ital-13279	200	5	name	name	NOUN
ital-13279	200	6	of	of	ADP
ital-13279	200	7	the	the	DET
ital-13279	200	8	official	official	ADJ
ital-13279	200	9	document	document	NOUN
ital-13279	200	10	content	content	NOUN
ital-13279	200	11	and	and	CCONJ
ital-13279	200	12	the	the	DET
ital-13279	200	13	words	word	NOUN
ital-13279	200	14	zhuangtou	zhuangtou	PROPN
ital-13279	200	15	(	(	PUNCT
ital-13279	200	16	庄头	庄头	PROPN
ital-13279	200	17	)	)	PUNCT
ital-13279	200	18	,	,	PUNCT
ital-13279	200	19	dimu	dimu	PROPN
ital-13279	200	20	(	(	PUNCT
ital-13279	200	21	地亩	地亩	PROPN
ital-13279	200	22	)	)	PUNCT
ital-13279	200	23	,	,	PUNCT
ital-13279	200	24	and	and	CCONJ
ital-13279	200	25	zhuangding	zhuangding	NOUN
ital-13279	200	26	(	(	PUNCT
ital-13279	200	27	壮丁	壮丁	ADV
ital-13279	200	28	)	)	PUNCT
ital-13279	200	29	on	on	ADP
ital-13279	200	30	the	the	DET
ital-13279	200	31	side	side	NOUN
ital-13279	200	32	of	of	ADP
ital-13279	200	33	the	the	DET
ital-13279	200	34	frequency	frequency	NOUN
ital-13279	200	35	of	of	ADP
ital-13279	200	36	the	the	DET
ital-13279	200	37	words	word	NOUN
ital-13279	200	38	in	in	ADP
ital-13279	200	39	the	the	DET
ital-13279	200	40	documents	document	NOUN
ital-13279	200	41	sent	send	VERB
ital-13279	200	42	.	.	PUNCT
ital-13279	201	1	through	through	ADP
ital-13279	201	2	a	a	DET
ital-13279	201	3	comparative	comparative	ADJ
ital-13279	201	4	analysis	analysis	NOUN
ital-13279	201	5	of	of	ADP
ital-13279	201	6	the	the	DET
ital-13279	201	7	top	top	ADJ
ital-13279	201	8	10	10	NUM
ital-13279	201	9	words	word	NOUN
ital-13279	201	10	received	receive	VERB
ital-13279	201	11	and	and	CCONJ
ital-13279	201	12	sent	send	VERB
ital-13279	201	13	by	by	ADP
ital-13279	201	14	the	the	DET
ital-13279	201	15	same	same	ADJ
ital-13279	201	16	institution	institution	NOUN
ital-13279	201	17	,	,	PUNCT
ital-13279	201	18	we	we	PRON
ital-13279	201	19	conclude	conclude	VERB
ital-13279	201	20	that	that	SCONJ
ital-13279	201	21	the	the	DET
ital-13279	201	22	institutions	institution	NOUN
ital-13279	201	23	with	with	ADP
ital-13279	201	24	a	a	DET
ital-13279	201	25	close	close	ADJ
ital-13279	201	26	relationship	relationship	NOUN
ital-13279	201	27	between	between	ADP
ital-13279	201	28	receiving	receive	VERB
ital-13279	201	29	and	and	CCONJ
ital-13279	201	30	sending	send	VERB
ital-13279	201	31	documents	document	NOUN
ital-13279	201	32	are	be	AUX
ital-13279	201	33	not	not	PART
ital-13279	201	34	the	the	DET
ital-13279	201	35	same	same	ADJ
ital-13279	201	36	.	.	PUNCT
ital-13279	202	1	for	for	ADP
ital-13279	202	2	example	example	NOUN
ital-13279	202	3	,	,	PUNCT
ital-13279	202	4	the	the	DET
ital-13279	202	5	ministry	ministry	PROPN
ital-13279	202	6	of	of	ADP
ital-13279	202	7	revenue	revenue	NOUN
ital-13279	202	8	of	of	ADP
ital-13279	202	9	shengjing	shengje	VERB
ital-13279	202	10	internal	internal	ADJ
ital-13279	202	11	affairs	affair	NOUN
ital-13279	202	12	office	office	NOUN
ital-13279	202	13	ranks	rank	VERB
ital-13279	202	14	first	first	ADV
ital-13279	202	15	in	in	ADP
ital-13279	202	16	the	the	DET
ital-13279	202	17	frequency	frequency	NOUN
ital-13279	202	18	of	of	ADP
ital-13279	202	19	documents	document	NOUN
ital-13279	202	20	sent	send	VERB
ital-13279	202	21	by	by	ADP
ital-13279	202	22	institutions	institution	NOUN
ital-13279	202	23	,	,	PUNCT
ital-13279	202	24	while	while	SCONJ
ital-13279	202	25	the	the	DET
ital-13279	202	26	shengjing	shengjing	NOUN
ital-13279	202	27	zuoling	zuoling	NOUN
ital-13279	202	28	ranks	rank	VERB
ital-13279	202	29	first	first	ADV
ital-13279	202	30	for	for	ADP
ital-13279	202	31	receiving	receive	VERB
ital-13279	202	32	institutions	institution	NOUN
ital-13279	202	33	(	(	PUNCT
ital-13279	202	34	see	see	VERB
ital-13279	202	35	fig	fig	NOUN
ital-13279	202	36	.	.	PUNCT
ital-13279	203	1	7[b	7[b	NUM
ital-13279	203	2	]	]	PUNCT
ital-13279	203	3	)	)	PUNCT
ital-13279	203	4	.	.	PUNCT
ital-13279	204	1	the	the	DET
ital-13279	204	2	contents	content	NOUN
ital-13279	204	3	of	of	ADP
ital-13279	204	4	documents	document	NOUN
ital-13279	204	5	sent	send	VERB
ital-13279	204	6	and	and	CCONJ
ital-13279	204	7	received	receive	VERB
ital-13279	204	8	by	by	ADP
ital-13279	204	9	the	the	DET
ital-13279	204	10	same	same	ADJ
ital-13279	204	11	institution	institution	NOUN
ital-13279	204	12	are	be	AUX
ital-13279	204	13	different	different	ADJ
ital-13279	204	14	.	.	PUNCT
ital-13279	205	1	figure	figure	VERB
ital-13279	205	2	7(c	7(c	NUM
ital-13279	205	3	)	)	PUNCT
ital-13279	205	4	shows	show	VERB
ital-13279	205	5	how	how	SCONJ
ital-13279	205	6	the	the	DET
ital-13279	205	7	affairs	affair	NOUN
ital-13279	205	8	sent	send	VERB
ital-13279	205	9	by	by	ADP
ital-13279	205	10	shengjing	shengje	VERB
ital-13279	205	11	zuoling	zuoling	NOUN
ital-13279	205	12	to	to	ADP
ital-13279	205	13	ula	ula	PROPN
ital-13279	205	14	(	(	PUNCT
ital-13279	205	15	乌拉	乌拉	INTJ
ital-13279	205	16	)	)	PUNCT
ital-13279	205	17	,	,	PUNCT
ital-13279	205	18	forage	forage	NOUN
ital-13279	205	19	(	(	PUNCT
ital-13279	205	20	粮草	粮草	PROPN
ital-13279	205	21	)	)	PUNCT
ital-13279	205	22	,	,	PUNCT
ital-13279	205	23	and	and	CCONJ
ital-13279	205	24	license	license	NOUN
ital-13279	205	25	(	(	PUNCT
ital-13279	205	26	执照	执照	NOUN
ital-13279	205	27	)	)	PUNCT
ital-13279	205	28	differ	differ	VERB
ital-13279	205	29	from	from	ADP
ital-13279	205	30	those	those	PRON
ital-13279	205	31	represented	represent	VERB
ital-13279	205	32	by	by	ADP
ital-13279	205	33	the	the	DET
ital-13279	205	34	zhuangtou	zhuangtou	PROPN
ital-13279	205	35	(	(	PUNCT
ital-13279	205	36	庄头	庄头	PROPN
ital-13279	205	37	)	)	PUNCT
ital-13279	205	38	,	,	PUNCT
ital-13279	205	39	accounting	accounting	PROPN
ital-13279	205	40	(	(	PUNCT
ital-13279	205	41	会计	会计	PROPN
ital-13279	205	42	)	)	PUNCT
ital-13279	205	43	,	,	PUNCT
ital-13279	205	44	and	and	CCONJ
ital-13279	205	45	close	close	ADJ
ital-13279	205	46	defense	defense	NOUN
ital-13279	205	47	(	(	PUNCT
ital-13279	205	48	关防	关防	PROPN
ital-13279	205	49	)	)	PUNCT
ital-13279	205	50	in	in	ADP
ital-13279	205	51	the	the	DET
ital-13279	205	52	frequency	frequency	NOUN
ital-13279	205	53	of	of	ADP
ital-13279	205	54	documents	document	NOUN
ital-13279	205	55	sent	send	VERB
ital-13279	205	56	and	and	CCONJ
ital-13279	205	57	frequency	frequency	NOUN
ital-13279	205	58	of	of	ADP
ital-13279	205	59	receipts	receipt	NOUN
ital-13279	205	60	,	,	PUNCT
ital-13279	205	61	respectively	respectively	ADV
ital-13279	205	62	.	.	PUNCT
ital-13279	206	1	based	base	VERB
ital-13279	206	2	on	on	ADP
ital-13279	206	3	previous	previous	ADJ
ital-13279	206	4	research	research	NOUN
ital-13279	206	5	on	on	ADP
ital-13279	206	6	the	the	DET
ital-13279	206	7	functions	function	NOUN
ital-13279	206	8	of	of	ADP
ital-13279	206	9	shengjing	shengjing	NOUN
ital-13279	206	10	’s	’s	PART
ital-13279	206	11	institutions	institution	NOUN
ital-13279	206	12	,	,	PUNCT
ital-13279	206	13	the	the	DET
ital-13279	206	14	shengjing	shengje	VERB
ital-13279	206	15	internal	internal	ADJ
ital-13279	206	16	affairs	affair	NOUN
ital-13279	206	17	office	office	NOUN
ital-13279	206	18	was	be	AUX
ital-13279	206	19	set	set	VERB
ital-13279	206	20	up	up	ADP
ital-13279	206	21	in	in	ADP
ital-13279	206	22	the	the	DET
ital-13279	206	23	companion	companion	NOUN
ital-13279	206	24	capital	capital	NOUN
ital-13279	206	25	of	of	ADP
ital-13279	206	26	shengjing	shengje	VERB
ital-13279	206	27	during	during	ADP
ital-13279	206	28	the	the	DET
ital-13279	206	29	qing	qing	PROPN
ital-13279	206	30	dynasty	dynasty	NOUN
ital-13279	206	31	to	to	PART
ital-13279	206	32	be	be	AUX
ital-13279	206	33	in	in	ADP
ital-13279	206	34	charge	charge	NOUN
ital-13279	206	35	of	of	ADP
ital-13279	206	36	shengjing	shengje	VERB
ital-13279	206	37	cemetery	cemetery	NOUN
ital-13279	206	38	,	,	PUNCT
ital-13279	206	39	sacrifice	sacrifice	NOUN
ital-13279	206	40	,	,	PUNCT
ital-13279	206	41	organization	organization	NOUN
ital-13279	206	42	of	of	ADP
ital-13279	206	43	staff	staff	NOUN
ital-13279	206	44	transfer	transfer	NOUN
ital-13279	206	45	,	,	PUNCT
ital-13279	206	46	and	and	CCONJ
ital-13279	206	47	other	other	ADJ
ital-13279	206	48	matters	matter	NOUN
ital-13279	206	49	.	.	PUNCT
ital-13279	207	1	20	20	NUM
ital-13279	207	2	this	this	PRON
ital-13279	207	3	relates	relate	VERB
ital-13279	207	4	to	to	ADP
ital-13279	207	5	the	the	DET
ital-13279	207	6	meaning	meaning	NOUN
ital-13279	207	7	of	of	ADP
ital-13279	207	8	words	word	NOUN
ital-13279	207	9	such	such	ADJ
ital-13279	207	10	as	as	ADP
ital-13279	207	11	sacrifice	sacrifice	NOUN
ital-13279	207	12	(	(	PUNCT
ital-13279	207	13	祭祀	祭祀	PROPN
ital-13279	207	14	)	)	PUNCT
ital-13279	207	15	in	in	ADP
ital-13279	207	16	figure	figure	NOUN
ital-13279	207	17	7(a	7(a	NUM
ital-13279	207	18	)	)	PUNCT
ital-13279	207	19	.	.	PUNCT
ital-13279	208	1	the	the	DET
ital-13279	208	2	functions	function	NOUN
ital-13279	208	3	of	of	ADP
ital-13279	208	4	the	the	DET
ital-13279	208	5	shengjing	shengje	VERB
ital-13279	208	6	ministry	ministry	PROPN
ital-13279	208	7	of	of	ADP
ital-13279	208	8	revenue	revenue	PROPN
ital-13279	208	9	were	be	AUX
ital-13279	208	10	represented	represent	VERB
ital-13279	208	11	in	in	ADP
ital-13279	208	12	guangxu	guangxu	PROPN
ital-13279	208	13	’s	’s	PART
ital-13279	208	14	great	great	ADJ
ital-13279	208	15	qing	qing	PROPN
ital-13279	208	16	huidian	huidian	PROPN
ital-13279	208	17	.	.	PUNCT
ital-13279	209	1	the	the	DET
ital-13279	209	2	cashiers	cashier	NOUN
ital-13279	209	3	in	in	ADP
ital-13279	209	4	charge	charge	NOUN
ital-13279	209	5	of	of	ADP
ital-13279	209	6	taxation	taxation	NOUN
ital-13279	209	7	in	in	ADP
ital-13279	209	8	shengjing	shengjing	NOUN
ital-13279	209	9	,	,	PUNCT
ital-13279	209	10	number	number	NOUN
ital-13279	209	11	of	of	ADP
ital-13279	209	12	annual	annual	ADJ
ital-13279	209	13	losses	loss	NOUN
ital-13279	209	14	in	in	ADP
ital-13279	209	15	official	official	ADJ
ital-13279	209	16	villages	village	NOUN
ital-13279	209	17	,	,	PUNCT
ital-13279	209	18	and	and	CCONJ
ital-13279	209	19	banner	banner	NOUN
ital-13279	209	20	land	land	NOUN
ital-13279	209	21	were	be	AUX
ital-13279	209	22	carefully	carefully	ADV
ital-13279	209	23	recorded	record	VERB
ital-13279	209	24	.	.	PUNCT
ital-13279	210	1	the	the	DET
ital-13279	210	2	expenditures	expenditure	NOUN
ital-13279	210	3	were	be	AUX
ital-13279	210	4	distinguished	distinguish	VERB
ital-13279	210	5	and	and	CCONJ
ital-13279	210	6	the	the	DET
ital-13279	210	7	accounting	accounting	NOUN
ital-13279	210	8	obeyed	obey	VERB
ital-13279	210	9	the	the	DET
ital-13279	210	10	regulations	regulation	NOUN
ital-13279	210	11	according	accord	VERB
ital-13279	210	12	to	to	ADP
ital-13279	210	13	the	the	DET
ital-13279	210	14	beijing	beijing	PROPN
ital-13279	210	15	ministry	ministry	PROPN
ital-13279	210	16	of	of	ADP
ital-13279	210	17	revenue	revenue	PROPN
ital-13279	210	18	at	at	ADP
ital-13279	210	19	the	the	DET
ital-13279	210	20	end	end	NOUN
ital-13279	210	21	of	of	ADP
ital-13279	210	22	the	the	DET
ital-13279	210	23	year.21	year.21	NOUN
ital-13279	210	24	this	this	PRON
ital-13279	210	25	is	be	AUX
ital-13279	210	26	related	relate	VERB
ital-13279	210	27	to	to	ADP
ital-13279	210	28	the	the	DET
ital-13279	210	29	meaning	meaning	NOUN
ital-13279	210	30	of	of	ADP
ital-13279	210	31	words	word	NOUN
ital-13279	210	32	,	,	PUNCT
ital-13279	210	33	such	such	ADJ
ital-13279	210	34	as	as	ADP
ital-13279	210	35	dimu	dimu	PROPN
ital-13279	210	36	(	(	PUNCT
ital-13279	210	37	地亩	地亩	PROPN
ital-13279	210	38	)	)	PUNCT
ital-13279	210	39	,	,	PUNCT
ital-13279	210	40	land	land	NOUN
ital-13279	210	41	sale	sale	NOUN
ital-13279	210	42	(	(	PUNCT
ital-13279	210	43	卖地	卖地	NOUN
ital-13279	210	44	)	)	PUNCT
ital-13279	210	45	,	,	PUNCT
ital-13279	210	46	and	and	CCONJ
ital-13279	210	47	money	money	NOUN
ital-13279	210	48	and	and	CCONJ
ital-13279	210	49	grain	grain	NOUN
ital-13279	210	50	(	(	PUNCT
ital-13279	210	51	钱粮	钱粮	PROPN
ital-13279	210	52	)	)	PUNCT
ital-13279	210	53	in	in	ADP
ital-13279	210	54	figure	figure	NOUN
ital-13279	210	55	7(b	7(b	NUM
ital-13279	210	56	)	)	PUNCT
ital-13279	210	57	.	.	PUNCT
ital-13279	211	1	in	in	ADP
ital-13279	211	2	fu	fu	PROPN
ital-13279	211	3	yonggong	yonggong	PROPN
ital-13279	211	4	and	and	CCONJ
ital-13279	211	5	guan	guan	PROPN
ital-13279	211	6	jialu	jialu	PROPN
ital-13279	211	7	’s	’s	PART
ital-13279	211	8	research	research	NOUN
ital-13279	211	9	of	of	ADP
ital-13279	211	10	shengjing	shengje	VERB
ital-13279	211	11	zuoling	zuoling	PROPN
ital-13279	211	12	’s	’s	PART
ital-13279	211	13	functions	function	NOUN
ital-13279	211	14	,	,	PUNCT
ital-13279	211	15	shengjing	shengje	VERB
ital-13279	211	16	zuoling	zuoling	NOUN
ital-13279	211	17	handled	handle	VERB
ital-13279	211	18	the	the	DET
ital-13279	211	19	transfer	transfer	NOUN
ital-13279	211	20	communicated	communicate	VERB
ital-13279	211	21	documents	document	NOUN
ital-13279	211	22	;	;	PUNCT
ital-13279	211	23	supervised	supervise	VERB
ital-13279	211	24	and	and	CCONJ
ital-13279	211	25	urged	urge	VERB
ital-13279	211	26	the	the	DET
ital-13279	211	27	various	various	ADJ
ital-13279	211	28	departments	department	NOUN
ital-13279	211	29	of	of	ADP
ital-13279	211	30	guangchu	guangchu	PROPN
ital-13279	211	31	,	,	PUNCT
ital-13279	211	32	duyu	duyu	PROPN
ital-13279	211	33	,	,	PUNCT
ital-13279	211	34	zhangyi	zhangyi	NOUN
ital-13279	211	35	,	,	PUNCT
ital-13279	211	36	accounting	accounting	NOUN
ital-13279	211	37	,	,	PUNCT
ital-13279	211	38	construction	construction	NOUN
ital-13279	211	39	,	,	PUNCT
ital-13279	211	40	and	and	CCONJ
ital-13279	211	41	qingfeng	qingfeng	PROPN
ital-13279	211	42	to	to	PART
ital-13279	211	43	undertake	undertake	VERB
ital-13279	211	44	matters	matter	NOUN
ital-13279	211	45	;	;	PUNCT
ital-13279	211	46	managed	manage	VERB
ital-13279	211	47	officials	official	NOUN
ital-13279	211	48	and	and	CCONJ
ital-13279	211	49	various	various	ADJ
ital-13279	211	50	people	people	NOUN
ital-13279	211	51	;	;	PUNCT
ital-13279	211	52	maintained	maintain	VERB
ital-13279	211	53	the	the	DET
ital-13279	211	54	shengjing	shengje	VERB
ital-13279	211	55	palace	palace	NOUN
ital-13279	211	56	and	and	CCONJ
ital-13279	211	57	the	the	DET
ital-13279	211	58	warehouse	warehouse	NOUN
ital-13279	211	59	;	;	PUNCT
ital-13279	211	60	selected	select	VERB
ital-13279	211	61	women	woman	NOUN
ital-13279	211	62	to	to	PART
ital-13279	211	63	send	send	VERB
ital-13279	211	64	to	to	ADP
ital-13279	211	65	beijing	beijing	PROPN
ital-13279	211	66	inspect	inspect	NOUN
ital-13279	211	67	;	;	PUNCT
ital-13279	211	68	heard	hear	VERB
ital-13279	211	69	all	all	DET
ital-13279	211	70	types	type	NOUN
ital-13279	211	71	of	of	ADP
ital-13279	211	72	cases	case	NOUN
ital-13279	211	73	;	;	PUNCT
ital-13279	211	74	undertook	undertake	VERB
ital-13279	211	75	the	the	DET
ital-13279	211	76	emperor	emperor	NOUN
ital-13279	211	77	’s	’s	PART
ital-13279	211	78	general	general	ADJ
ital-13279	211	79	letter	letter	NOUN
ital-13279	211	80	;	;	PUNCT
ital-13279	211	81	managed	manage	VERB
ital-13279	211	82	the	the	DET
ital-13279	211	83	ula	ula	PROPN
ital-13279	211	84	people	people	NOUN
ital-13279	211	85	and	and	CCONJ
ital-13279	211	86	tributes	tribute	NOUN
ital-13279	211	87	;	;	PUNCT
ital-13279	211	88	and	and	CCONJ
ital-13279	211	89	accepted	accept	VERB
ital-13279	211	90	the	the	DET
ital-13279	211	91	emperor	emperor	NOUN
ital-13279	211	92	or	or	CCONJ
ital-13279	211	93	the	the	DET
ital-13279	211	94	internal	internal	ADJ
ital-13279	211	95	affairs	affairs	PROPN
ital-13279	211	96	office	office	NOUN
ital-13279	211	97	in	in	ADP
ital-13279	211	98	charge	charge	NOUN
ital-13279	211	99	,	,	PUNCT
ital-13279	211	100	among	among	ADP
ital-13279	211	101	other	other	ADJ
ital-13279	211	102	tasks.22	tasks.22	NOUN
ital-13279	211	103	this	this	PRON
ital-13279	211	104	is	be	AUX
ital-13279	211	105	connected	connect	VERB
ital-13279	211	106	to	to	ADP
ital-13279	211	107	the	the	DET
ital-13279	211	108	meaning	meaning	NOUN
ital-13279	211	109	of	of	ADP
ital-13279	211	110	words	word	NOUN
ital-13279	211	111	such	such	ADJ
ital-13279	211	112	as	as	ADP
ital-13279	211	113	ula	ula	PROPN
ital-13279	211	114	(	(	PUNCT
ital-13279	211	115	乌拉	乌拉	INTJ
ital-13279	211	116	)	)	PUNCT
ital-13279	211	117	,	,	PUNCT
ital-13279	211	118	close	close	ADJ
ital-13279	211	119	defense	defense	NOUN
ital-13279	211	120	(	(	PUNCT
ital-13279	211	121	关防	关防	PROPN
ital-13279	211	122	)	)	PUNCT
ital-13279	211	123	and	and	CCONJ
ital-13279	211	124	license	license	NOUN
ital-13279	211	125	(	(	PUNCT
ital-13279	211	126	执照	执照	PROPN
ital-13279	211	127	)	)	PUNCT
ital-13279	211	128	in	in	ADP
ital-13279	211	129	figure	figure	NOUN
ital-13279	211	130	7(c	7(c	NUM
ital-13279	211	131	)	)	PUNCT
ital-13279	211	132	.	.	PUNCT
ital-13279	212	1	information	information	NOUN
ital-13279	212	2	technology	technology	PROPN
ital-13279	212	3	and	and	CCONJ
ital-13279	212	4	libraries	library	NOUN
ital-13279	212	5	september	september	PROPN
ital-13279	212	6	2021	2021	NUM
ital-13279	212	7	text	text	NOUN
ital-13279	212	8	analysis	analysis	NOUN
ital-13279	212	9	and	and	CCONJ
ital-13279	212	10	visualization	visualization	NOUN
ital-13279	212	11	research	research	NOUN
ital-13279	212	12	on	on	ADP
ital-13279	212	13	the	the	DET
ital-13279	212	14	hetu	hetu	PROPN
ital-13279	212	15	dangse	dangse	PROPN
ital-13279	212	16	|	|	PROPN
ital-13279	212	17	wang	wang	PROPN
ital-13279	212	18	,	,	PUNCT
ital-13279	212	19	wu	wu	PROPN
ital-13279	212	20	,	,	PUNCT
ital-13279	212	21	yu	yu	PROPN
ital-13279	212	22	,	,	PUNCT
ital-13279	212	23	and	and	CCONJ
ital-13279	212	24	song	song	NOUN
ital-13279	212	25	15	15	NUM
ital-13279	212	26	figure	figure	NOUN
ital-13279	212	27	7	7	NUM
ital-13279	212	28	.	.	X
ital-13279	212	29	word	word	NOUN
ital-13279	212	30	frequency	frequency	NOUN
ital-13279	212	31	comparison	comparison	NOUN
ital-13279	212	32	of	of	ADP
ital-13279	212	33	documents	document	NOUN
ital-13279	212	34	received	receive	VERB
ital-13279	212	35	(	(	PUNCT
ital-13279	212	36	in	in	ADP
ital-13279	212	37	blue	blue	ADJ
ital-13279	212	38	)	)	PUNCT
ital-13279	212	39	and	and	CCONJ
ital-13279	212	40	sent	send	VERB
ital-13279	212	41	(	(	PUNCT
ital-13279	212	42	in	in	ADP
ital-13279	212	43	orange	orange	NOUN
ital-13279	212	44	)	)	PUNCT
ital-13279	212	45	by	by	ADP
ital-13279	212	46	institutions	institution	NOUN
ital-13279	212	47	.	.	PUNCT
ital-13279	213	1	a	a	DET
ital-13279	213	2	b	b	PROPN
ital-13279	213	3	c	c	PROPN
ital-13279	213	4	information	information	NOUN
ital-13279	213	5	technology	technology	NOUN
ital-13279	213	6	and	and	CCONJ
ital-13279	213	7	libraries	library	NOUN
ital-13279	213	8	september	september	PROPN
ital-13279	213	9	2021	2021	NUM
ital-13279	213	10	text	text	NOUN
ital-13279	213	11	analysis	analysis	NOUN
ital-13279	213	12	and	and	CCONJ
ital-13279	213	13	visualization	visualization	NOUN
ital-13279	213	14	research	research	NOUN
ital-13279	213	15	on	on	ADP
ital-13279	213	16	the	the	DET
ital-13279	213	17	hetu	hetu	PROPN
ital-13279	213	18	dangse	dangse	PROPN
ital-13279	213	19	|	|	PROPN
ital-13279	213	20	wang	wang	PROPN
ital-13279	213	21	,	,	PUNCT
ital-13279	213	22	wu	wu	PROPN
ital-13279	213	23	,	,	PUNCT
ital-13279	213	24	yu	yu	PROPN
ital-13279	213	25	,	,	PUNCT
ital-13279	213	26	and	and	CCONJ
ital-13279	213	27	song	song	NOUN
ital-13279	213	28	16	16	NUM
ital-13279	213	29	institutional	institutional	ADJ
ital-13279	213	30	relationship	relationship	NOUN
ital-13279	213	31	analysis	analysis	NOUN
ital-13279	213	32	to	to	PART
ital-13279	213	33	further	far	ADV
ital-13279	213	34	study	study	VERB
ital-13279	213	35	the	the	DET
ital-13279	213	36	governance	governance	NOUN
ital-13279	213	37	structure	structure	NOUN
ital-13279	213	38	of	of	ADP
ital-13279	213	39	the	the	DET
ital-13279	213	40	shengjing	shengjing	NOUN
ital-13279	213	41	area	area	NOUN
ital-13279	213	42	,	,	PUNCT
ital-13279	213	43	we	we	PRON
ital-13279	213	44	not	not	PART
ital-13279	213	45	only	only	ADV
ital-13279	213	46	need	need	VERB
ital-13279	213	47	to	to	PART
ital-13279	213	48	understand	understand	VERB
ital-13279	213	49	the	the	DET
ital-13279	213	50	functions	function	NOUN
ital-13279	213	51	of	of	ADP
ital-13279	213	52	each	each	DET
ital-13279	213	53	institution	institution	NOUN
ital-13279	213	54	but	but	CCONJ
ital-13279	213	55	also	also	ADV
ital-13279	213	56	explore	explore	VERB
ital-13279	213	57	the	the	DET
ital-13279	213	58	overlap	overlap	NOUN
ital-13279	213	59	between	between	ADP
ital-13279	213	60	functions	function	NOUN
ital-13279	213	61	of	of	ADP
ital-13279	213	62	institutions	institution	NOUN
ital-13279	213	63	.	.	PUNCT
ital-13279	214	1	the	the	DET
ital-13279	214	2	catalog	catalog	NOUN
ital-13279	214	3	data	datum	NOUN
ital-13279	214	4	of	of	ADP
ital-13279	214	5	the	the	DET
ital-13279	214	6	hetu	hetu	PROPN
ital-13279	214	7	dangse	dangse	PROPN
ital-13279	214	8	consist	consist	NOUN
ital-13279	214	9	of	of	ADP
ital-13279	214	10	three	three	NUM
ital-13279	214	11	parts	part	NOUN
ital-13279	214	12	:	:	PUNCT
ital-13279	214	13	receiving	receive	VERB
ital-13279	214	14	institutions	institution	NOUN
ital-13279	214	15	,	,	PUNCT
ital-13279	214	16	issuing	issue	VERB
ital-13279	214	17	institutions	institution	NOUN
ital-13279	214	18	,	,	PUNCT
ital-13279	214	19	and	and	CCONJ
ital-13279	214	20	record	record	ADJ
ital-13279	214	21	title	title	NOUN
ital-13279	214	22	of	of	ADP
ital-13279	214	23	the	the	DET
ital-13279	214	24	catalog	catalog	NOUN
ital-13279	214	25	.	.	PUNCT
ital-13279	215	1	a	a	DET
ital-13279	215	2	document	document	NOUN
ital-13279	215	3	often	often	ADV
ital-13279	215	4	includes	include	VERB
ital-13279	215	5	two	two	NUM
ital-13279	215	6	institutions	institution	NOUN
ital-13279	215	7	,	,	PUNCT
ital-13279	215	8	th	th	X
ital-13279	215	9	e	e	ADP
ital-13279	215	10	receiving	receive	VERB
ital-13279	215	11	institution	institution	NOUN
ital-13279	215	12	and	and	CCONJ
ital-13279	215	13	the	the	DET
ital-13279	215	14	issuing	issue	VERB
ital-13279	215	15	institution	institution	NOUN
ital-13279	215	16	,	,	PUNCT
ital-13279	215	17	and	and	CCONJ
ital-13279	215	18	it	it	PRON
ital-13279	215	19	is	be	AUX
ital-13279	215	20	certain	certain	ADJ
ital-13279	215	21	that	that	SCONJ
ital-13279	215	22	the	the	DET
ital-13279	215	23	content	content	NOUN
ital-13279	215	24	of	of	ADP
ital-13279	215	25	a	a	DET
ital-13279	215	26	document	document	NOUN
ital-13279	215	27	relates	relate	VERB
ital-13279	215	28	closely	closely	ADV
ital-13279	215	29	to	to	ADP
ital-13279	215	30	the	the	DET
ital-13279	215	31	functions	function	NOUN
ital-13279	215	32	between	between	ADP
ital-13279	215	33	the	the	DET
ital-13279	215	34	two	two	NUM
ital-13279	215	35	institutions	institution	NOUN
ital-13279	215	36	.	.	PUNCT
ital-13279	216	1	by	by	ADP
ital-13279	216	2	observing	observe	VERB
ital-13279	216	3	the	the	DET
ital-13279	216	4	closeness	closeness	NOUN
ital-13279	216	5	between	between	ADP
ital-13279	216	6	the	the	DET
ital-13279	216	7	number	number	NOUN
ital-13279	216	8	of	of	ADP
ital-13279	216	9	institutions	institution	NOUN
ital-13279	216	10	through	through	ADP
ital-13279	216	11	visualizations	visualization	NOUN
ital-13279	216	12	,	,	PUNCT
ital-13279	216	13	we	we	PRON
ital-13279	216	14	conducted	conduct	VERB
ital-13279	216	15	a	a	DET
ital-13279	216	16	quantitative	quantitative	ADJ
ital-13279	216	17	analysis	analysis	NOUN
ital-13279	216	18	of	of	ADP
ital-13279	216	19	consistent	consistent	ADJ
ital-13279	216	20	catalog	catalog	NOUN
ital-13279	216	21	data	datum	NOUN
ital-13279	216	22	of	of	ADP
ital-13279	216	23	the	the	DET
ital-13279	216	24	receiving	receiving	NOUN
ital-13279	216	25	and	and	CCONJ
ital-13279	216	26	issuing	issue	VERB
ital-13279	216	27	institutions	institution	NOUN
ital-13279	216	28	in	in	ADP
ital-13279	216	29	the	the	DET
ital-13279	216	30	hetu	hetu	PROPN
ital-13279	216	31	dangse	dangse	PROPN
ital-13279	216	32	to	to	PART
ital-13279	216	33	provide	provide	VERB
ital-13279	216	34	reliable	reliable	ADJ
ital-13279	216	35	data	datum	NOUN
ital-13279	216	36	for	for	ADP
ital-13279	216	37	further	further	ADJ
ital-13279	216	38	research	research	NOUN
ital-13279	216	39	in	in	ADP
ital-13279	216	40	the	the	DET
ital-13279	216	41	intersection	intersection	NOUN
ital-13279	216	42	of	of	ADP
ital-13279	216	43	institutional	institutional	ADJ
ital-13279	216	44	functions	function	NOUN
ital-13279	216	45	in	in	ADP
ital-13279	216	46	shengjing	shengje	VERB
ital-13279	216	47	area	area	NOUN
ital-13279	216	48	.	.	PUNCT
ital-13279	217	1	results	result	NOUN
ital-13279	217	2	of	of	ADP
ital-13279	217	3	institutional	institutional	ADJ
ital-13279	217	4	connection	connection	NOUN
ital-13279	217	5	analysis	analysis	NOUN
ital-13279	217	6	using	use	VERB
ital-13279	217	7	the	the	DET
ital-13279	217	8	co	co	NOUN
ital-13279	217	9	-	-	NOUN
ital-13279	217	10	word	word	ADJ
ital-13279	217	11	clustering	clustering	NOUN
ital-13279	217	12	algorithm	algorithm	NOUN
ital-13279	217	13	,	,	PUNCT
ital-13279	217	14	we	we	PRON
ital-13279	217	15	counted	count	VERB
ital-13279	217	16	the	the	DET
ital-13279	217	17	number	number	NOUN
ital-13279	217	18	of	of	ADP
ital-13279	217	19	archive	archive	NOUN
ital-13279	217	20	catalog	catalog	NOUN
ital-13279	217	21	data	datum	NOUN
ital-13279	217	22	consistent	consistent	ADJ
ital-13279	217	23	with	with	ADP
ital-13279	217	24	the	the	DET
ital-13279	217	25	receiving	receiving	NOUN
ital-13279	217	26	and	and	CCONJ
ital-13279	217	27	issuing	issue	VERB
ital-13279	217	28	institutions	institution	NOUN
ital-13279	217	29	.	.	PUNCT
ital-13279	218	1	we	we	PRON
ital-13279	218	2	set	set	VERB
ital-13279	218	3	the	the	DET
ital-13279	218	4	vertical	vertical	ADJ
ital-13279	218	5	axis	axis	NOUN
ital-13279	218	6	as	as	ADP
ital-13279	218	7	the	the	DET
ital-13279	218	8	issuing	issue	VERB
ital-13279	218	9	institution	institution	NOUN
ital-13279	218	10	and	and	CCONJ
ital-13279	218	11	the	the	DET
ital-13279	218	12	horizontal	horizontal	ADJ
ital-13279	218	13	axis	axis	NOUN
ital-13279	218	14	as	as	ADP
ital-13279	218	15	the	the	DET
ital-13279	218	16	receiving	receive	VERB
ital-13279	218	17	institution	institution	NOUN
ital-13279	218	18	to	to	PART
ital-13279	218	19	obtain	obtain	VERB
ital-13279	218	20	figure	figure	NOUN
ital-13279	218	21	8	8	NUM
ital-13279	218	22	.	.	PUNCT
ital-13279	219	1	the	the	DET
ital-13279	219	2	numbers	number	NOUN
ital-13279	219	3	inside	inside	ADP
ital-13279	219	4	the	the	DET
ital-13279	219	5	boxes	box	NOUN
ital-13279	219	6	represent	represent	VERB
ital-13279	219	7	the	the	DET
ital-13279	219	8	quantity	quantity	NOUN
ital-13279	219	9	of	of	ADP
ital-13279	219	10	catalog	catalog	NOUN
ital-13279	219	11	data	datum	NOUN
ital-13279	219	12	that	that	PRON
ital-13279	219	13	are	be	AUX
ital-13279	219	14	consistent	consistent	ADJ
ital-13279	219	15	with	with	ADP
ital-13279	219	16	the	the	DET
ital-13279	219	17	issuing	issue	VERB
ital-13279	219	18	institution	institution	NOUN
ital-13279	219	19	.	.	PUNCT
ital-13279	220	1	to	to	PART
ital-13279	220	2	facilitate	facilitate	VERB
ital-13279	220	3	measurements	measurement	NOUN
ital-13279	220	4	in	in	ADP
ital-13279	220	5	the	the	DET
ital-13279	220	6	statistical	statistical	ADJ
ital-13279	220	7	process	process	NOUN
ital-13279	220	8	,	,	PUNCT
ital-13279	220	9	records	record	VERB
ital-13279	220	10	less	less	ADJ
ital-13279	220	11	than	than	ADP
ital-13279	220	12	or	or	CCONJ
ital-13279	220	13	equal	equal	ADJ
ital-13279	220	14	to	to	ADP
ital-13279	220	15	50	50	NUM
ital-13279	220	16	communicated	communicate	VERB
ital-13279	220	17	documents	document	NOUN
ital-13279	220	18	between	between	ADP
ital-13279	220	19	the	the	DET
ital-13279	220	20	receiving	receive	VERB
ital-13279	220	21	institution	institution	NOUN
ital-13279	220	22	and	and	CCONJ
ital-13279	220	23	the	the	DET
ital-13279	220	24	issuing	issue	VERB
ital-13279	220	25	institution	institution	NOUN
ital-13279	220	26	have	have	AUX
ital-13279	220	27	been	be	AUX
ital-13279	220	28	zeroed	zero	VERB
ital-13279	220	29	out	out	ADP
ital-13279	220	30	.	.	PUNCT
ital-13279	221	1	as	as	SCONJ
ital-13279	221	2	shown	show	VERB
ital-13279	221	3	in	in	ADP
ital-13279	221	4	figure	figure	NOUN
ital-13279	221	5	8	8	NUM
ital-13279	221	6	,	,	PUNCT
ital-13279	221	7	the	the	DET
ital-13279	221	8	institutions	institution	NOUN
ital-13279	221	9	having	have	VERB
ital-13279	221	10	close	close	ADJ
ital-13279	221	11	relations	relation	NOUN
ital-13279	221	12	with	with	ADP
ital-13279	221	13	the	the	DET
ital-13279	221	14	documents	document	NOUN
ital-13279	221	15	recorded	record	VERB
ital-13279	221	16	in	in	ADP
ital-13279	221	17	the	the	DET
ital-13279	221	18	hetu	hetu	PROPN
ital-13279	221	19	dangse	dangse	PROPN
ital-13279	221	20	are	be	AUX
ital-13279	221	21	concentrated	concentrate	VERB
ital-13279	221	22	in	in	ADP
ital-13279	221	23	the	the	DET
ital-13279	221	24	issuing	issue	VERB
ital-13279	221	25	institutions	institution	NOUN
ital-13279	221	26	shengjing	shengje	VERB
ital-13279	221	27	zuoling	zuole	VERB
ital-13279	221	28	and	and	CCONJ
ital-13279	221	29	shengjing	shengje	VERB
ital-13279	221	30	internal	internal	ADJ
ital-13279	221	31	affairs	affair	NOUN
ital-13279	221	32	office	office	NOUN
ital-13279	221	33	,	,	PUNCT
ital-13279	221	34	and	and	CCONJ
ital-13279	221	35	the	the	DET
ital-13279	221	36	receiving	receive	VERB
ital-13279	221	37	institutions	institution	NOUN
ital-13279	221	38	shengjing	shengje	VERB
ital-13279	221	39	internal	internal	ADJ
ital-13279	221	40	affairs	affair	NOUN
ital-13279	221	41	office	office	NOUN
ital-13279	221	42	and	and	CCONJ
ital-13279	221	43	shengjing	shengje	VERB
ital-13279	221	44	zuoling	zuoling	NOUN
ital-13279	221	45	.	.	PUNCT
ital-13279	222	1	among	among	ADP
ital-13279	222	2	the	the	DET
ital-13279	222	3	receiving	receive	VERB
ital-13279	222	4	institutions	institution	NOUN
ital-13279	222	5	,	,	PUNCT
ital-13279	222	6	the	the	DET
ital-13279	222	7	number	number	NOUN
ital-13279	222	8	of	of	ADP
ital-13279	222	9	documents	document	NOUN
ital-13279	222	10	received	receive	VERB
ital-13279	222	11	by	by	ADP
ital-13279	222	12	the	the	DET
ital-13279	222	13	shengjing	shengje	VERB
ital-13279	222	14	internal	internal	ADJ
ital-13279	222	15	affairs	affair	NOUN
ital-13279	222	16	office	office	NOUN
ital-13279	222	17	from	from	ADP
ital-13279	222	18	shengjing	shengje	VERB
ital-13279	222	19	general	general	ADJ
ital-13279	222	20	yamen	yaman	NOUN
ital-13279	222	21	reached	reach	VERB
ital-13279	222	22	as	as	ADV
ital-13279	222	23	high	high	ADJ
ital-13279	222	24	as	as	ADP
ital-13279	222	25	11,936	11,936	NUM
ital-13279	222	26	.	.	PUNCT
ital-13279	223	1	the	the	DET
ital-13279	223	2	top	top	ADJ
ital-13279	223	3	three	three	NUM
ital-13279	223	4	documents	document	NOUN
ital-13279	223	5	received	receive	VERB
ital-13279	223	6	by	by	ADP
ital-13279	223	7	shengjing	shengje	VERB
ital-13279	223	8	zuoling	zuoling	NOUN
ital-13279	223	9	were	be	AUX
ital-13279	223	10	fengtian	fengtian	ADJ
ital-13279	223	11	general	general	ADJ
ital-13279	223	12	yamen	yaman	NOUN
ital-13279	223	13	(	(	PUNCT
ital-13279	223	14	2,265	2,265	NUM
ital-13279	223	15	pieces	piece	NOUN
ital-13279	223	16	)	)	PUNCT
ital-13279	223	17	,	,	PUNCT
ital-13279	223	18	shengjing	shengje	VERB
ital-13279	223	19	ministry	ministry	PROPN
ital-13279	223	20	of	of	ADP
ital-13279	223	21	revenue	revenue	PROPN
ital-13279	223	22	(	(	PUNCT
ital-13279	223	23	1,527	1,527	NUM
ital-13279	223	24	pieces	piece	NOUN
ital-13279	223	25	)	)	PUNCT
ital-13279	223	26	,	,	PUNCT
ital-13279	223	27	and	and	CCONJ
ital-13279	223	28	shengjing	shengje	VERB
ital-13279	223	29	ministry	ministry	PROPN
ital-13279	223	30	of	of	ADP
ital-13279	223	31	justice	justice	PROPN
ital-13279	223	32	(	(	PUNCT
ital-13279	223	33	1,520	1,520	NUM
ital-13279	223	34	pieces	piece	NOUN
ital-13279	223	35	)	)	PUNCT
ital-13279	223	36	.	.	PUNCT
ital-13279	224	1	it	it	PRON
ital-13279	224	2	is	be	AUX
ital-13279	224	3	worth	worth	ADJ
ital-13279	224	4	noting	note	VERB
ital-13279	224	5	that	that	SCONJ
ital-13279	224	6	there	there	PRON
ital-13279	224	7	are	be	VERB
ital-13279	224	8	less	less	ADJ
ital-13279	224	9	than	than	ADP
ital-13279	224	10	50	50	NUM
ital-13279	224	11	documents	document	NOUN
ital-13279	224	12	from	from	ADP
ital-13279	224	13	shengjing	shengje	VERB
ital-13279	224	14	zuoling	zuoling	NOUN
ital-13279	224	15	in	in	ADP
ital-13279	224	16	the	the	DET
ital-13279	224	17	shengjing	shengje	VERB
ital-13279	224	18	internal	internal	ADJ
ital-13279	224	19	affairs	affair	NOUN
ital-13279	224	20	office	office	NOUN
ital-13279	224	21	.	.	PUNCT
ital-13279	225	1	the	the	DET
ital-13279	225	2	overlapping	overlap	VERB
ital-13279	225	3	functions	function	NOUN
ital-13279	225	4	of	of	ADP
ital-13279	225	5	the	the	DET
ital-13279	225	6	institutions	institution	NOUN
ital-13279	225	7	in	in	ADP
ital-13279	225	8	the	the	DET
ital-13279	225	9	shengjing	shengje	VERB
ital-13279	225	10	area	area	NOUN
ital-13279	225	11	enabled	enable	VERB
ital-13279	225	12	individual	individual	ADJ
ital-13279	225	13	offices	office	NOUN
ital-13279	225	14	to	to	PART
ital-13279	225	15	play	play	VERB
ital-13279	225	16	bureaucratic	bureaucratic	ADJ
ital-13279	225	17	games	game	NOUN
ital-13279	225	18	,	,	PUNCT
ital-13279	225	19	passing	pass	VERB
ital-13279	225	20	responsibility	responsibility	NOUN
ital-13279	225	21	to	to	ADP
ital-13279	225	22	other	other	ADJ
ital-13279	225	23	offices	office	NOUN
ital-13279	225	24	,	,	PUNCT
ital-13279	225	25	leading	lead	VERB
ital-13279	225	26	to	to	ADP
ital-13279	225	27	low	low	ADJ
ital-13279	225	28	efficiency	efficiency	NOUN
ital-13279	225	29	in	in	ADP
ital-13279	225	30	handling	handle	VERB
ital-13279	225	31	affairs	affair	NOUN
ital-13279	225	32	.	.	PUNCT
ital-13279	226	1	for	for	ADP
ital-13279	226	2	example	example	NOUN
ital-13279	226	3	,	,	PUNCT
ital-13279	226	4	the	the	DET
ital-13279	226	5	military	military	ADJ
ital-13279	226	6	and	and	CCONJ
ital-13279	226	7	political	political	ADJ
ital-13279	226	8	power	power	NOUN
ital-13279	226	9	in	in	ADP
ital-13279	226	10	the	the	DET
ital-13279	226	11	shengjing	shengjing	NOUN
ital-13279	226	12	area	area	NOUN
ital-13279	226	13	was	be	AUX
ital-13279	226	14	jointly	jointly	ADV
ital-13279	226	15	controlled	control	VERB
ital-13279	226	16	by	by	ADP
ital-13279	226	17	the	the	DET
ital-13279	226	18	shengjing	shengje	VERB
ital-13279	226	19	general	general	ADJ
ital-13279	226	20	office	office	NOUN
ital-13279	226	21	and	and	CCONJ
ital-13279	226	22	the	the	DET
ital-13279	226	23	shengjing	shengje	VERB
ital-13279	226	24	ministry	ministry	NOUN
ital-13279	226	25	of	of	ADP
ital-13279	226	26	war	war	PROPN
ital-13279	226	27	.	.	PUNCT
ital-13279	227	1	the	the	DET
ital-13279	227	2	shengjing	shengje	VERB
ital-13279	227	3	area	area	NOUN
ital-13279	227	4	’s	’s	PART
ital-13279	227	5	tax	tax	NOUN
ital-13279	227	6	power	power	NOUN
ital-13279	227	7	was	be	AUX
ital-13279	227	8	controlled	control	VERB
ital-13279	227	9	by	by	ADP
ital-13279	227	10	the	the	DET
ital-13279	227	11	shengjing	shengje	VERB
ital-13279	227	12	ministry	ministry	PROPN
ital-13279	227	13	of	of	ADP
ital-13279	227	14	revenue	revenue	PROPN
ital-13279	227	15	and	and	CCONJ
ital-13279	227	16	fengtian	fengtian	ADJ
ital-13279	227	17	office	office	NOUN
ital-13279	227	18	and	and	CCONJ
ital-13279	227	19	their	their	PRON
ital-13279	227	20	subordinate	subordinate	ADJ
ital-13279	227	21	offices	office	NOUN
ital-13279	227	22	.	.	PUNCT
ital-13279	228	1	this	this	DET
ital-13279	228	2	phenomenon	phenomenon	NOUN
ital-13279	228	3	ran	run	VERB
ital-13279	228	4	through	through	ADP
ital-13279	228	5	the	the	DET
ital-13279	228	6	entire	entire	ADJ
ital-13279	228	7	qing	qing	PROPN
ital-13279	228	8	dynasty	dynasty	NOUN
ital-13279	228	9	.	.	PUNCT
ital-13279	229	1	research	research	NOUN
ital-13279	229	2	on	on	ADP
ital-13279	229	3	the	the	DET
ital-13279	229	4	cr	cr	PROPN
ital-13279	229	5	ossfunctionality	ossfunctionality	PROPN
ital-13279	229	6	of	of	ADP
ital-13279	229	7	institutions	institution	NOUN
ital-13279	229	8	has	have	AUX
ital-13279	229	9	always	always	ADV
ital-13279	229	10	been	be	AUX
ital-13279	229	11	a	a	DET
ital-13279	229	12	hot	hot	ADJ
ital-13279	229	13	topic	topic	NOUN
ital-13279	229	14	in	in	ADP
ital-13279	229	15	qing	qing	PROPN
ital-13279	229	16	historiography	historiography	NOUN
ital-13279	229	17	.	.	PUNCT
ital-13279	230	1	by	by	ADP
ital-13279	230	2	analyzing	analyze	VERB
ital-13279	230	3	the	the	DET
ital-13279	230	4	official	official	ADJ
ital-13279	230	5	documents	document	NOUN
ital-13279	230	6	between	between	ADP
ital-13279	230	7	the	the	DET
ital-13279	230	8	institutional	institutional	ADJ
ital-13279	230	9	functions	function	NOUN
ital-13279	230	10	,	,	PUNCT
ital-13279	230	11	we	we	PRON
ital-13279	230	12	can	can	AUX
ital-13279	230	13	further	far	ADV
ital-13279	230	14	explore	explore	VERB
ital-13279	230	15	the	the	DET
ital-13279	230	16	overlap	overlap	NOUN
ital-13279	230	17	as	as	ADV
ital-13279	230	18	well	well	ADV
ital-13279	230	19	as	as	ADP
ital-13279	230	20	the	the	DET
ital-13279	230	21	advantages	advantage	NOUN
ital-13279	230	22	and	and	CCONJ
ital-13279	230	23	disadvantages	disadvantage	NOUN
ital-13279	230	24	of	of	ADP
ital-13279	230	25	the	the	DET
ital-13279	230	26	qing	qing	PROPN
ital-13279	230	27	dynasty	dynasty	NOUN
ital-13279	230	28	shengjing	shengje	VERB
ital-13279	230	29	ruling	rule	VERB
ital-13279	230	30	system	system	NOUN
ital-13279	230	31	to	to	PART
ital-13279	230	32	study	study	VERB
ital-13279	230	33	the	the	DET
ital-13279	230	34	history	history	NOUN
ital-13279	230	35	of	of	ADP
ital-13279	230	36	shengjing	shengje	VERB
ital-13279	230	37	institutions	institution	NOUN
ital-13279	230	38	in	in	ADP
ital-13279	230	39	the	the	DET
ital-13279	230	40	qing	qing	PROPN
ital-13279	230	41	dynasty	dynasty	NOUN
ital-13279	230	42	more	more	ADV
ital-13279	230	43	thoroughly	thoroughly	ADV
ital-13279	230	44	providing	provide	VERB
ital-13279	230	45	a	a	DET
ital-13279	230	46	reference	reference	NOUN
ital-13279	230	47	for	for	ADP
ital-13279	230	48	the	the	DET
ital-13279	230	49	design	design	NOUN
ital-13279	230	50	of	of	ADP
ital-13279	230	51	current	current	ADJ
ital-13279	230	52	institutions	institution	NOUN
ital-13279	230	53	.	.	PUNCT
ital-13279	231	1	information	information	NOUN
ital-13279	231	2	technology	technology	NOUN
ital-13279	231	3	and	and	CCONJ
ital-13279	231	4	libraries	library	NOUN
ital-13279	231	5	september	september	PROPN
ital-13279	231	6	2021	2021	NUM
ital-13279	231	7	text	text	NOUN
ital-13279	231	8	analysis	analysis	NOUN
ital-13279	231	9	and	and	CCONJ
ital-13279	231	10	visualization	visualization	NOUN
ital-13279	231	11	research	research	NOUN
ital-13279	231	12	on	on	ADP
ital-13279	231	13	the	the	DET
ital-13279	231	14	hetu	hetu	PROPN
ital-13279	231	15	dangse	dangse	PROPN
ital-13279	231	16	|	|	PROPN
ital-13279	231	17	wang	wang	PROPN
ital-13279	231	18	,	,	PUNCT
ital-13279	231	19	wu	wu	PROPN
ital-13279	231	20	,	,	PUNCT
ital-13279	231	21	yu	yu	PROPN
ital-13279	231	22	,	,	PUNCT
ital-13279	231	23	and	and	CCONJ
ital-13279	231	24	song	song	NOUN
ital-13279	231	25	17	17	NUM
ital-13279	231	26	figure	figure	NOUN
ital-13279	231	27	8	8	NUM
ital-13279	231	28	.	.	PUNCT
ital-13279	232	1	relationship	relationship	NOUN
ital-13279	232	2	of	of	ADP
ital-13279	232	3	communicated	communicate	VERB
ital-13279	232	4	documents	document	NOUN
ital-13279	232	5	by	by	ADP
ital-13279	232	6	the	the	DET
ital-13279	232	7	hetu	hetu	PROPN
ital-13279	232	8	dangse	dangse	PROPN
ital-13279	232	9	institutions	institutions	PROPN
ital-13279	232	10	diagram	diagram	PROPN
ital-13279	232	11	.	.	PUNCT
ital-13279	233	1	visualization	visualization	NOUN
ital-13279	233	2	of	of	ADP
ital-13279	233	3	institutional	institutional	ADJ
ital-13279	233	4	network	network	NOUN
ital-13279	233	5	map	map	NOUN
ital-13279	233	6	we	we	PRON
ital-13279	233	7	used	use	VERB
ital-13279	233	8	the	the	DET
ital-13279	233	9	hetu	hetu	PROPN
ital-13279	233	10	dangse	dangse	PROPN
ital-13279	233	11	catalog	catalog	NOUN
ital-13279	233	12	as	as	ADP
ital-13279	233	13	sample	sample	NOUN
ital-13279	233	14	data	datum	NOUN
ital-13279	233	15	and	and	CCONJ
ital-13279	233	16	the	the	DET
ital-13279	233	17	co	co	NOUN
ital-13279	233	18	-	-	NOUN
ital-13279	233	19	word	word	ADJ
ital-13279	233	20	clustering	clustering	NOUN
ital-13279	233	21	algorithm	algorithm	NOUN
ital-13279	233	22	to	to	PART
ital-13279	233	23	obtain	obtain	VERB
ital-13279	233	24	the	the	DET
ital-13279	233	25	close	close	ADJ
ital-13279	233	26	relationship	relationship	NOUN
ital-13279	233	27	between	between	ADP
ital-13279	233	28	institutions	institution	NOUN
ital-13279	233	29	and	and	CCONJ
ital-13279	233	30	the	the	DET
ital-13279	233	31	appearance	appearance	NOUN
ital-13279	233	32	frequency	frequency	NOUN
ital-13279	233	33	of	of	ADP
ital-13279	233	34	institutions	institution	NOUN
ital-13279	233	35	.	.	PUNCT
ital-13279	234	1	we	we	PRON
ital-13279	234	2	drew	draw	VERB
ital-13279	234	3	a	a	DET
ital-13279	234	4	visual	visual	ADJ
ital-13279	234	5	network	network	NOUN
ital-13279	234	6	diagram	diagram	NOUN
ital-13279	234	7	by	by	ADP
ital-13279	234	8	virtue	virtue	NOUN
ital-13279	234	9	of	of	ADP
ital-13279	234	10	vosviewer1.6.15	vosviewer1.6.15	NOUN
ital-13279	234	11	to	to	PART
ital-13279	234	12	obtain	obtain	VERB
ital-13279	234	13	figure	figure	NOUN
ital-13279	234	14	9	9	NUM
ital-13279	234	15	.	.	PUNCT
ital-13279	235	1	in	in	ADP
ital-13279	235	2	figure	figure	NOUN
ital-13279	235	3	9	9	NUM
ital-13279	235	4	,	,	PUNCT
ital-13279	235	5	institutions	institution	NOUN
ital-13279	235	6	are	be	AUX
ital-13279	235	7	represented	represent	VERB
ital-13279	235	8	by	by	ADP
ital-13279	235	9	default	default	NOUN
ital-13279	235	10	as	as	ADP
ital-13279	235	11	a	a	DET
ital-13279	235	12	circle	circle	NOUN
ital-13279	235	13	with	with	ADP
ital-13279	235	14	their	their	PRON
ital-13279	235	15	names	name	NOUN
ital-13279	235	16	.	.	PUNCT
ital-13279	236	1	the	the	DET
ital-13279	236	2	size	size	NOUN
ital-13279	236	3	of	of	ADP
ital-13279	236	4	the	the	DET
ital-13279	236	5	label	label	NOUN
ital-13279	236	6	and	and	CCONJ
ital-13279	236	7	the	the	DET
ital-13279	236	8	circle	circle	NOUN
ital-13279	236	9	of	of	ADP
ital-13279	236	10	an	an	DET
ital-13279	236	11	institution	institution	NOUN
ital-13279	236	12	are	be	AUX
ital-13279	236	13	determined	determine	VERB
ital-13279	236	14	by	by	ADP
ital-13279	236	15	the	the	DET
ital-13279	236	16	weight	weight	NOUN
ital-13279	236	17	of	of	ADP
ital-13279	236	18	the	the	DET
ital-13279	236	19	item	item	NOUN
ital-13279	236	20	.	.	PUNCT
ital-13279	237	1	the	the	PRON
ital-13279	237	2	higher	high	ADJ
ital-13279	237	3	the	the	DET
ital-13279	237	4	weight	weight	NOUN
ital-13279	237	5	of	of	ADP
ital-13279	237	6	an	an	DET
ital-13279	237	7	item	item	NOUN
ital-13279	237	8	,	,	PUNCT
ital-13279	237	9	the	the	PRON
ital-13279	237	10	larger	large	ADJ
ital-13279	237	11	the	the	DET
ital-13279	237	12	label	label	NOUN
ital-13279	237	13	and	and	CCONJ
ital-13279	237	14	the	the	DET
ital-13279	237	15	circle	circle	NOUN
ital-13279	237	16	of	of	ADP
ital-13279	237	17	the	the	DET
ital-13279	237	18	item	item	NOUN
ital-13279	237	19	.	.	PUNCT
ital-13279	238	1	for	for	ADP
ital-13279	238	2	some	some	DET
ital-13279	238	3	items	item	NOUN
ital-13279	238	4	,	,	PUNCT
ital-13279	238	5	labels	label	NOUN
ital-13279	238	6	may	may	AUX
ital-13279	238	7	not	not	PART
ital-13279	238	8	be	be	AUX
ital-13279	238	9	displayed	display	VERB
ital-13279	238	10	to	to	PART
ital-13279	238	11	avoid	avoid	VERB
ital-13279	238	12	overlapping	overlap	VERB
ital-13279	238	13	labels	label	NOUN
ital-13279	238	14	.	.	PUNCT
ital-13279	239	1	the	the	DET
ital-13279	239	2	color	color	NOUN
ital-13279	239	3	of	of	ADP
ital-13279	239	4	an	an	DET
ital-13279	239	5	institution	institution	NOUN
ital-13279	239	6	is	be	AUX
ital-13279	239	7	determined	determine	VERB
ital-13279	239	8	by	by	ADP
ital-13279	239	9	the	the	DET
ital-13279	239	10	cluster	cluster	NOUN
ital-13279	239	11	the	the	DET
ital-13279	239	12	institutions	institution	NOUN
ital-13279	239	13	belong	belong	VERB
ital-13279	239	14	to	to	ADP
ital-13279	239	15	,	,	PUNCT
ital-13279	239	16	and	and	CCONJ
ital-13279	239	17	lines	line	NOUN
ital-13279	239	18	between	between	ADP
ital-13279	239	19	items	item	NOUN
ital-13279	239	20	represent	represent	VERB
ital-13279	239	21	links	link	NOUN
ital-13279	239	22	.	.	PUNCT
ital-13279	240	1	as	as	SCONJ
ital-13279	240	2	shown	show	VERB
ital-13279	240	3	in	in	ADP
ital-13279	240	4	figure	figure	NOUN
ital-13279	240	5	9	9	NUM
ital-13279	240	6	,	,	PUNCT
ital-13279	240	7	the	the	DET
ital-13279	240	8	relationships	relationship	NOUN
ital-13279	240	9	between	between	ADP
ital-13279	240	10	the	the	DET
ital-13279	240	11	institutions	institution	NOUN
ital-13279	240	12	and	and	CCONJ
ital-13279	240	13	departments	department	NOUN
ital-13279	240	14	in	in	ADP
ital-13279	240	15	the	the	DET
ital-13279	240	16	hetu	hetu	PROPN
ital-13279	240	17	dangse	dangse	PROPN
ital-13279	240	18	form	form	VERB
ital-13279	240	19	three	three	NUM
ital-13279	240	20	core	core	NOUN
ital-13279	240	21	groups	group	NOUN
ital-13279	240	22	:	:	PUNCT
ital-13279	240	23	the	the	DET
ital-13279	240	24	shengjing	shengje	VERB
ital-13279	240	25	internal	internal	ADJ
ital-13279	240	26	affairs	affair	NOUN
ital-13279	240	27	office	office	NOUN
ital-13279	240	28	(	(	PUNCT
ital-13279	240	29	in	in	ADP
ital-13279	240	30	charge	charge	NOUN
ital-13279	240	31	)	)	PUNCT
ital-13279	240	32	,	,	PUNCT
ital-13279	240	33	shengjing	shengje	VERB
ital-13279	240	34	zuoling	zuoling	NOUN
ital-13279	240	35	,	,	PUNCT
ital-13279	240	36	and	and	CCONJ
ital-13279	240	37	beijing	beijing	PROPN
ital-13279	240	38	internal	internal	PROPN
ital-13279	240	39	affairs	affairs	PROPN
ital-13279	240	40	office	office	NOUN
ital-13279	240	41	in	in	ADP
ital-13279	240	42	charge	charge	NOUN
ital-13279	240	43	.	.	PUNCT
ital-13279	241	1	however	however	ADV
ital-13279	241	2	,	,	PUNCT
ital-13279	241	3	the	the	DET
ital-13279	241	4	relationships	relationship	NOUN
ital-13279	241	5	between	between	ADP
ital-13279	241	6	the	the	DET
ital-13279	241	7	three	three	NUM
ital-13279	241	8	groups	group	NOUN
ital-13279	241	9	are	be	AUX
ital-13279	241	10	not	not	PART
ital-13279	241	11	similar	similar	ADJ
ital-13279	241	12	;	;	PUNCT
ital-13279	241	13	the	the	DET
ital-13279	241	14	distance	distance	NOUN
ital-13279	241	15	between	between	ADP
ital-13279	241	16	the	the	DET
ital-13279	241	17	group	group	NOUN
ital-13279	241	18	(	(	PUNCT
ital-13279	241	19	beijing	beijing	PROPN
ital-13279	241	20	)	)	PUNCT
ital-13279	241	21	internal	internal	PROPN
ital-13279	241	22	affairs	affairs	PROPN
ital-13279	241	23	office	office	NOUN
ital-13279	241	24	in	in	ADP
ital-13279	241	25	charge	charge	NOUN
ital-13279	241	26	and	and	CCONJ
ital-13279	241	27	the	the	DET
ital-13279	241	28	two	two	NUM
ital-13279	241	29	other	other	ADJ
ital-13279	241	30	groups	group	NOUN
ital-13279	241	31	is	be	AUX
ital-13279	241	32	relatively	relatively	ADV
ital-13279	241	33	large	large	ADJ
ital-13279	241	34	.	.	PUNCT
ital-13279	242	1	the	the	DET
ital-13279	242	2	group	group	NOUN
ital-13279	242	3	at	at	ADP
ital-13279	242	4	the	the	DET
ital-13279	242	5	core	core	NOUN
ital-13279	242	6	of	of	ADP
ital-13279	242	7	shengjing	shengje	VERB
ital-13279	242	8	internal	internal	ADJ
ital-13279	242	9	affairs	affair	NOUN
ital-13279	242	10	office	office	NOUN
ital-13279	242	11	and	and	CCONJ
ital-13279	242	12	the	the	DET
ital-13279	242	13	group	group	NOUN
ital-13279	242	14	at	at	ADP
ital-13279	242	15	the	the	DET
ital-13279	242	16	core	core	NOUN
ital-13279	242	17	of	of	ADP
ital-13279	242	18	shengjing	shengje	VERB
ital-13279	242	19	zuoling	zuoling	NOUN
ital-13279	242	20	are	be	AUX
ital-13279	242	21	closely	closely	ADV
ital-13279	242	22	connected	connect	VERB
ital-13279	242	23	to	to	ADP
ital-13279	242	24	each	each	DET
ital-13279	242	25	other	other	ADJ
ital-13279	242	26	through	through	ADP
ital-13279	242	27	the	the	DET
ital-13279	242	28	wubu	wubu	NOUN
ital-13279	242	29	of	of	ADP
ital-13279	242	30	information	information	NOUN
ital-13279	242	31	technology	technology	NOUN
ital-13279	242	32	and	and	CCONJ
ital-13279	242	33	libraries	library	NOUN
ital-13279	242	34	september	september	PROPN
ital-13279	242	35	2021	2021	NUM
ital-13279	242	36	text	text	NOUN
ital-13279	242	37	analysis	analysis	NOUN
ital-13279	242	38	and	and	CCONJ
ital-13279	242	39	visualization	visualization	NOUN
ital-13279	242	40	research	research	NOUN
ital-13279	242	41	on	on	ADP
ital-13279	242	42	the	the	DET
ital-13279	242	43	hetu	hetu	PROPN
ital-13279	242	44	dangse	dangse	PROPN
ital-13279	242	45	|	|	PROPN
ital-13279	242	46	wang	wang	PROPN
ital-13279	242	47	,	,	PUNCT
ital-13279	242	48	wu	wu	PROPN
ital-13279	242	49	,	,	PUNCT
ital-13279	242	50	yu	yu	PROPN
ital-13279	242	51	,	,	PUNCT
ital-13279	242	52	and	and	CCONJ
ital-13279	242	53	song	song	NOUN
ital-13279	242	54	18	18	NUM
ital-13279	242	55	shengjing	shengjing	NOUN
ital-13279	242	56	(	(	PUNCT
ital-13279	242	57	shengjing	shengje	VERB
ital-13279	242	58	ministry	ministry	NOUN
ital-13279	242	59	of	of	ADP
ital-13279	242	60	revenue	revenue	PROPN
ital-13279	242	61	,	,	PUNCT
ital-13279	242	62	shengjing	shengje	VERB
ital-13279	242	63	ministry	ministry	NOUN
ital-13279	242	64	of	of	ADP
ital-13279	242	65	rites	rite	NOUN
ital-13279	242	66	,	,	PUNCT
ital-13279	242	67	shengjing	shengje	VERB
ital-13279	242	68	ministry	ministry	NOUN
ital-13279	242	69	of	of	ADP
ital-13279	242	70	war	war	PROPN
ital-13279	242	71	,	,	PUNCT
ital-13279	242	72	shengjing	shengje	VERB
ital-13279	242	73	ministry	ministry	PROPN
ital-13279	242	74	of	of	ADP
ital-13279	242	75	justice	justice	PROPN
ital-13279	242	76	,	,	PUNCT
ital-13279	242	77	and	and	CCONJ
ital-13279	242	78	shengjing	shengje	VERB
ital-13279	242	79	ministry	ministry	PROPN
ital-13279	242	80	of	of	ADP
ital-13279	242	81	works	work	NOUN
ital-13279	242	82	)	)	PUNCT
ital-13279	242	83	.	.	PUNCT
ital-13279	243	1	further	far	ADV
ital-13279	243	2	,	,	PUNCT
ital-13279	243	3	there	there	PRON
ital-13279	243	4	are	be	VERB
ital-13279	243	5	two	two	NUM
ital-13279	243	6	larger	large	ADJ
ital-13279	243	7	individuals	individual	NOUN
ital-13279	243	8	:	:	PUNCT
ital-13279	243	9	fengtian	fengtian	ADJ
ital-13279	243	10	general	general	ADJ
ital-13279	243	11	yamen	yaman	NOUN
ital-13279	243	12	and	and	CCONJ
ital-13279	243	13	shengjing	shengje	VERB
ital-13279	243	14	general	general	ADJ
ital-13279	243	15	yamen	yaman	NOUN
ital-13279	243	16	.	.	PUNCT
ital-13279	244	1	fengtian	fengtian	ADJ
ital-13279	244	2	general	general	ADJ
ital-13279	244	3	yamen	yaman	NOUN
ital-13279	244	4	and	and	CCONJ
ital-13279	244	5	shengjing	shengje	VERB
ital-13279	244	6	zuoling	zuoling	NOUN
ital-13279	244	7	are	be	AUX
ital-13279	244	8	closely	closely	ADV
ital-13279	244	9	related	related	ADJ
ital-13279	244	10	to	to	ADP
ital-13279	244	11	each	each	DET
ital-13279	244	12	other	other	ADJ
ital-13279	244	13	,	,	PUNCT
ital-13279	244	14	and	and	CCONJ
ital-13279	244	15	the	the	DET
ital-13279	244	16	relationship	relationship	NOUN
ital-13279	244	17	between	between	ADP
ital-13279	244	18	shengjing	shengje	VERB
ital-13279	244	19	general	general	ADJ
ital-13279	244	20	yamen	yaman	NOUN
ital-13279	244	21	and	and	CCONJ
ital-13279	244	22	shengjing	shengje	VERB
ital-13279	244	23	internal	internal	ADJ
ital-13279	244	24	affairs	affair	NOUN
ital-13279	244	25	office	office	NOUN
ital-13279	244	26	is	be	AUX
ital-13279	244	27	relatively	relatively	ADV
ital-13279	244	28	close	close	ADJ
ital-13279	244	29	.	.	PUNCT
ital-13279	245	1	figure	figure	NOUN
ital-13279	245	2	9	9	NUM
ital-13279	245	3	.	.	PUNCT
ital-13279	246	1	co	co	NOUN
ital-13279	247	1	-	-	NOUN
ital-13279	248	1	occurrence	occurrence	NOUN
ital-13279	248	2	of	of	ADP
ital-13279	248	3	institutions	institution	NOUN
ital-13279	248	4	network	network	NOUN
ital-13279	248	5	map	map	NOUN
ital-13279	248	6	.	.	PUNCT
ital-13279	249	1	the	the	DET
ital-13279	249	2	city	city	NOUN
ital-13279	249	3	of	of	ADP
ital-13279	249	4	shengjing	shengjing	NOUN
ital-13279	249	5	was	be	AUX
ital-13279	249	6	the	the	DET
ital-13279	249	7	companion	companion	NOUN
ital-13279	249	8	capital	capital	NOUN
ital-13279	249	9	of	of	ADP
ital-13279	249	10	the	the	DET
ital-13279	249	11	qing	qing	PROPN
ital-13279	249	12	dynasty	dynasty	NOUN
ital-13279	249	13	.	.	PUNCT
ital-13279	250	1	the	the	DET
ital-13279	250	2	qing	qing	PROPN
ital-13279	250	3	government	government	NOUN
ital-13279	250	4	implemented	implement	VERB
ital-13279	250	5	special	special	ADJ
ital-13279	250	6	governance	governance	NOUN
ital-13279	250	7	measures	measure	NOUN
ital-13279	250	8	in	in	ADP
ital-13279	250	9	these	these	DET
ital-13279	250	10	areas	area	NOUN
ital-13279	250	11	that	that	PRON
ital-13279	250	12	differed	differ	VERB
ital-13279	250	13	greatly	greatly	ADV
ital-13279	250	14	from	from	ADP
ital-13279	250	15	those	those	PRON
ital-13279	250	16	of	of	ADP
ital-13279	250	17	direct	direct	ADJ
ital-13279	250	18	inland	inland	NOUN
ital-13279	250	19	provinces.23	provinces.23	PROPN
ital-13279	250	20	to	to	PART
ital-13279	250	21	ensure	ensure	VERB
ital-13279	250	22	the	the	DET
ital-13279	250	23	stable	stable	ADJ
ital-13279	250	24	rule	rule	NOUN
ital-13279	250	25	of	of	ADP
ital-13279	250	26	the	the	DET
ital-13279	250	27	shengjing	shengjing	NOUN
ital-13279	250	28	area	area	NOUN
ital-13279	250	29	,	,	PUNCT
ital-13279	250	30	the	the	DET
ital-13279	250	31	qing	qing	PROPN
ital-13279	250	32	dynasty	dynasty	NOUN
ital-13279	250	33	performed	perform	VERB
ital-13279	250	34	the	the	DET
ital-13279	250	35	following	follow	VERB
ital-13279	250	36	tasks	task	NOUN
ital-13279	250	37	.	.	PUNCT
ital-13279	251	1	first	first	ADV
ital-13279	251	2	,	,	PUNCT
ital-13279	251	3	the	the	DET
ital-13279	251	4	qing	qing	PROPN
ital-13279	251	5	dynasty	dynasty	NOUN
ital-13279	251	6	set	set	VERB
ital-13279	251	7	up	up	ADP
ital-13279	251	8	a	a	DET
ital-13279	251	9	general	general	ADJ
ital-13279	251	10	garrison	garrison	NOUN
ital-13279	251	11	as	as	ADP
ital-13279	251	12	the	the	DET
ital-13279	251	13	highest	high	ADJ
ital-13279	251	14	military	military	ADJ
ital-13279	251	15	and	and	CCONJ
ital-13279	251	16	political	political	ADJ
ital-13279	251	17	chief	chief	NOUN
ital-13279	251	18	in	in	ADP
ital-13279	251	19	the	the	DET
ital-13279	251	20	shengjing	shengje	VERB
ital-13279	251	21	area	area	NOUN
ital-13279	251	22	to	to	PART
ital-13279	251	23	be	be	AUX
ital-13279	251	24	responsible	responsible	ADJ
ital-13279	251	25	for	for	ADP
ital-13279	251	26	all	all	DET
ital-13279	251	27	military	military	ADJ
ital-13279	251	28	and	and	CCONJ
ital-13279	251	29	political	political	ADJ
ital-13279	251	30	affairs	affair	NOUN
ital-13279	251	31	within	within	ADP
ital-13279	251	32	its	its	PRON
ital-13279	251	33	jurisdiction	jurisdiction	NOUN
ital-13279	251	34	.	.	PUNCT
ital-13279	252	1	second	second	ADV
ital-13279	252	2	,	,	PUNCT
ital-13279	252	3	they	they	PRON
ital-13279	252	4	established	establish	VERB
ital-13279	252	5	the	the	DET
ital-13279	252	6	fengtian	fengtian	ADJ
ital-13279	252	7	office	office	NOUN
ital-13279	252	8	,	,	PUNCT
ital-13279	252	9	a	a	DET
ital-13279	252	10	capital	capital	NOUN
ital-13279	252	11	of	of	ADP
ital-13279	252	12	the	the	DET
ital-13279	252	13	same	same	ADJ
ital-13279	252	14	level	level	NOUN
ital-13279	252	15	as	as	ADP
ital-13279	252	16	the	the	DET
ital-13279	252	17	shuntian	shuntian	ADJ
ital-13279	252	18	office	office	NOUN
ital-13279	252	19	,	,	PUNCT
ital-13279	252	20	to	to	PART
ital-13279	252	21	rule	rule	VERB
ital-13279	252	22	the	the	DET
ital-13279	252	23	common	common	ADJ
ital-13279	252	24	people	people	NOUN
ital-13279	252	25	of	of	ADP
ital-13279	252	26	the	the	DET
ital-13279	252	27	shengjing	shengje	VERB
ital-13279	252	28	area	area	NOUN
ital-13279	252	29	.	.	PUNCT
ital-13279	253	1	the	the	DET
ital-13279	253	2	states	state	NOUN
ital-13279	253	3	and	and	CCONJ
ital-13279	253	4	counties	county	NOUN
ital-13279	253	5	,	,	PUNCT
ital-13279	253	6	as	as	ADV
ital-13279	253	7	well	well	ADV
ital-13279	253	8	as	as	ADP
ital-13279	253	9	the	the	DET
ital-13279	253	10	garrison	garrison	NOUN
ital-13279	253	11	banner	banner	NOUN
ital-13279	253	12	officer	officer	NOUN
ital-13279	253	13	,	,	PUNCT
ital-13279	253	14	which	which	PRON
ital-13279	253	15	was	be	AUX
ital-13279	253	16	under	under	ADP
ital-13279	253	17	the	the	DET
ital-13279	253	18	rule	rule	NOUN
ital-13279	253	19	of	of	ADP
ital-13279	253	20	general	general	ADJ
ital-13279	253	21	garrison	garrison	NOUN
ital-13279	253	22	,	,	PUNCT
ital-13279	253	23	were	be	AUX
ital-13279	253	24	local	local	ADJ
ital-13279	253	25	administrative	administrative	ADJ
ital-13279	253	26	institutions	institution	NOUN
ital-13279	253	27	under	under	ADP
ital-13279	253	28	the	the	DET
ital-13279	253	29	fengtian	fengtian	ADJ
ital-13279	253	30	office	office	NOUN
ital-13279	253	31	.	.	PUNCT
ital-13279	254	1	these	these	DET
ital-13279	254	2	institutions	institution	NOUN
ital-13279	254	3	implemented	implement	VERB
ital-13279	254	4	the	the	DET
ital-13279	254	5	dual	dual	ADJ
ital-13279	254	6	management	management	NOUN
ital-13279	254	7	rule	rule	NOUN
ital-13279	254	8	of	of	ADP
ital-13279	254	9	the	the	DET
ital-13279	254	10	bannerman	bannerman	NOUN
ital-13279	254	11	and	and	CCONJ
ital-13279	254	12	common	common	ADJ
ital-13279	254	13	people	people	NOUN
ital-13279	254	14	.	.	PUNCT
ital-13279	255	1	third	third	ADV
ital-13279	255	2	,	,	PUNCT
ital-13279	255	3	as	as	ADP
ital-13279	255	4	the	the	DET
ital-13279	255	5	companion	companion	NOUN
ital-13279	255	6	capital	capital	NOUN
ital-13279	255	7	,	,	PUNCT
ital-13279	255	8	the	the	DET
ital-13279	255	9	shengjing	shengjing	NOUN
ital-13279	255	10	area	area	NOUN
ital-13279	255	11	followed	follow	VERB
ital-13279	255	12	the	the	DET
ital-13279	255	13	ming	ming	NOUN
ital-13279	255	14	dynasty	dynasty	NOUN
ital-13279	255	15	companion	companion	NOUN
ital-13279	255	16	capital	capital	NOUN
ital-13279	255	17	system	system	NOUN
ital-13279	255	18	to	to	PART
ital-13279	255	19	set	set	VERB
ital-13279	255	20	up	up	ADP
ital-13279	255	21	the	the	DET
ital-13279	255	22	wubu	wubu	NOUN
ital-13279	255	23	of	of	ADP
ital-13279	255	24	shengjing	shengje	VERB
ital-13279	255	25	to	to	PART
ital-13279	255	26	maintain	maintain	VERB
ital-13279	255	27	power	power	NOUN
ital-13279	255	28	.	.	PUNCT
ital-13279	256	1	in	in	ADP
ital-13279	256	2	addition	addition	NOUN
ital-13279	256	3	,	,	PUNCT
ital-13279	256	4	the	the	DET
ital-13279	256	5	shengjing	shengje	VERB
ital-13279	256	6	internal	internal	ADJ
ital-13279	256	7	affairs	affair	NOUN
ital-13279	256	8	office	office	NOUN
ital-13279	256	9	,	,	PUNCT
ital-13279	256	10	which	which	PRON
ital-13279	256	11	was	be	AUX
ital-13279	256	12	in	in	ADP
ital-13279	256	13	charge	charge	NOUN
ital-13279	256	14	of	of	ADP
ital-13279	256	15	palace	palace	NOUN
ital-13279	256	16	affairs	affair	NOUN
ital-13279	256	17	,	,	PUNCT
ital-13279	256	18	communicated	communicate	VERB
ital-13279	256	19	with	with	ADP
ital-13279	256	20	the	the	DET
ital-13279	256	21	beijing	beijing	PROPN
ital-13279	256	22	internal	internal	PROPN
ital-13279	256	23	affairs	affairs	PROPN
ital-13279	256	24	office	office	NOUN
ital-13279	256	25	in	in	ADP
ital-13279	256	26	charge	charge	NOUN
ital-13279	256	27	.	.	PUNCT
ital-13279	257	1	information	information	NOUN
ital-13279	257	2	technology	technology	NOUN
ital-13279	257	3	and	and	CCONJ
ital-13279	257	4	libraries	library	NOUN
ital-13279	257	5	september	september	PROPN
ital-13279	257	6	2021	2021	NUM
ital-13279	257	7	text	text	NOUN
ital-13279	257	8	analysis	analysis	NOUN
ital-13279	257	9	and	and	CCONJ
ital-13279	257	10	visualization	visualization	NOUN
ital-13279	257	11	research	research	NOUN
ital-13279	257	12	on	on	ADP
ital-13279	257	13	the	the	DET
ital-13279	257	14	hetu	hetu	PROPN
ital-13279	257	15	dangse	dangse	PROPN
ital-13279	257	16	|	|	PROPN
ital-13279	257	17	wang	wang	PROPN
ital-13279	257	18	,	,	PUNCT
ital-13279	257	19	wu	wu	PROPN
ital-13279	257	20	,	,	PUNCT
ital-13279	257	21	yu	yu	PROPN
ital-13279	257	22	,	,	PUNCT
ital-13279	257	23	and	and	CCONJ
ital-13279	257	24	song	song	NOUN
ital-13279	257	25	19	19	NUM
ital-13279	257	26	results	result	NOUN
ital-13279	257	27	of	of	ADP
ital-13279	257	28	automatic	automatic	ADJ
ital-13279	257	29	classification	classification	NOUN
ital-13279	257	30	analysis	analysis	NOUN
ital-13279	257	31	catalogs	catalog	NOUN
ital-13279	257	32	are	be	AUX
ital-13279	257	33	important	important	ADJ
ital-13279	257	34	information	information	NOUN
ital-13279	257	35	resources	resource	NOUN
ital-13279	257	36	in	in	ADP
ital-13279	257	37	the	the	DET
ital-13279	257	38	field	field	NOUN
ital-13279	257	39	of	of	ADP
ital-13279	257	40	historical	historical	ADJ
ital-13279	257	41	archives	archive	NOUN
ital-13279	257	42	.	.	PUNCT
ital-13279	258	1	the	the	DET
ital-13279	258	2	classification	classification	NOUN
ital-13279	258	3	of	of	ADP
ital-13279	258	4	archival	archival	NOUN
ital-13279	258	5	catalogs	catalog	NOUN
ital-13279	258	6	can	can	AUX
ital-13279	258	7	not	not	PART
ital-13279	258	8	only	only	ADV
ital-13279	258	9	link	link	VERB
ital-13279	258	10	relevant	relevant	ADJ
ital-13279	258	11	information	information	NOUN
ital-13279	258	12	in	in	ADP
ital-13279	258	13	archives	archive	NOUN
ital-13279	258	14	or	or	CCONJ
ital-13279	258	15	archive	archive	NOUN
ital-13279	258	16	fonds	fond	NOUN
ital-13279	258	17	,	,	PUNCT
ital-13279	258	18	improve	improve	VERB
ital-13279	258	19	researchers	researcher	NOUN
ital-13279	258	20	’	’	PART
ital-13279	258	21	utilization	utilization	NOUN
ital-13279	258	22	efficiency	efficiency	NOUN
ital-13279	258	23	,	,	PUNCT
ital-13279	258	24	and	and	CCONJ
ital-13279	258	25	save	save	VERB
ital-13279	258	26	time	time	NOUN
ital-13279	258	27	to	to	PART
ital-13279	258	28	search	search	VERB
ital-13279	258	29	for	for	ADP
ital-13279	258	30	required	require	VERB
ital-13279	258	31	archives	archive	NOUN
ital-13279	258	32	,	,	PUNCT
ital-13279	258	33	but	but	CCONJ
ital-13279	258	34	it	it	PRON
ital-13279	258	35	can	can	AUX
ital-13279	258	36	also	also	ADV
ital-13279	258	37	be	be	AUX
ital-13279	258	38	shown	show	VERB
ital-13279	258	39	to	to	ADP
ital-13279	258	40	readers	reader	NOUN
ital-13279	258	41	in	in	ADP
ital-13279	258	42	clusters	cluster	NOUN
ital-13279	258	43	.	.	PUNCT
ital-13279	259	1	as	as	SCONJ
ital-13279	259	2	the	the	DET
ital-13279	259	3	hetu	hetu	PROPN
ital-13279	259	4	dangse	dangse	PROPN
ital-13279	259	5	catalog	catalog	NOUN
ital-13279	259	6	is	be	AUX
ital-13279	259	7	a	a	DET
ital-13279	259	8	series	series	NOUN
ital-13279	259	9	of	of	ADP
ital-13279	259	10	historical	historical	ADJ
ital-13279	259	11	documents	document	NOUN
ital-13279	259	12	stored	store	VERB
ital-13279	259	13	for	for	ADP
ital-13279	259	14	a	a	DET
ital-13279	259	15	long	long	ADJ
ital-13279	259	16	period	period	NOUN
ital-13279	259	17	of	of	ADP
ital-13279	259	18	time	time	NOUN
ital-13279	259	19	,	,	PUNCT
ital-13279	259	20	its	its	PRON
ital-13279	259	21	original	original	ADJ
ital-13279	259	22	classification	classification	NOUN
ital-13279	259	23	system	system	NOUN
ital-13279	259	24	does	do	AUX
ital-13279	259	25	not	not	PART
ital-13279	259	26	suit	suit	VERB
ital-13279	259	27	well	well	ADV
ital-13279	259	28	existing	exist	VERB
ital-13279	259	29	archival	archival	NOUN
ital-13279	259	30	management	management	NOUN
ital-13279	259	31	methods	method	NOUN
ital-13279	259	32	.	.	PUNCT
ital-13279	260	1	the	the	DET
ital-13279	260	2	hetu	hetu	PROPN
ital-13279	260	3	dangse	dangse	PROPN
ital-13279	260	4	has	have	VERB
ital-13279	260	5	a	a	DET
ital-13279	260	6	total	total	NOUN
ital-13279	260	7	of	of	ADP
ital-13279	260	8	1,149	1,149	NUM
ital-13279	260	9	volumes	volume	NOUN
ital-13279	260	10	and	and	CCONJ
ital-13279	260	11	127,000	127,000	NUM
ital-13279	260	12	pages	page	NOUN
ital-13279	260	13	.	.	PUNCT
ital-13279	261	1	each	each	DET
ital-13279	261	2	volume	volume	NOUN
ital-13279	261	3	contains	contain	VERB
ital-13279	261	4	a	a	DET
ital-13279	261	5	different	different	ADJ
ital-13279	261	6	number	number	NOUN
ital-13279	261	7	of	of	ADP
ital-13279	261	8	documents	document	NOUN
ital-13279	261	9	and	and	CCONJ
ital-13279	261	10	the	the	DET
ital-13279	261	11	ink	ink	NOUN
ital-13279	261	12	characters	character	NOUN
ital-13279	261	13	on	on	ADP
ital-13279	261	14	chinese	chinese	ADJ
ital-13279	261	15	art	art	NOUN
ital-13279	261	16	paper	paper	NOUN
ital-13279	261	17	are	be	AUX
ital-13279	261	18	in	in	ADP
ital-13279	261	19	manchu	manchu	PROPN
ital-13279	261	20	and	and	CCONJ
ital-13279	261	21	chinese	chinese	PROPN
ital-13279	261	22	.	.	PUNCT
ital-13279	262	1	reading	reading	NOUN
ital-13279	262	2	and	and	CCONJ
ital-13279	262	3	categorizing	categorize	VERB
ital-13279	262	4	the	the	DET
ital-13279	262	5	full	full	ADJ
ital-13279	262	6	text	text	NOUN
ital-13279	262	7	of	of	ADP
ital-13279	262	8	the	the	DET
ital-13279	262	9	hetu	hetu	PROPN
ital-13279	262	10	dangse	dangse	PROPN
ital-13279	262	11	not	not	PART
ital-13279	262	12	only	only	ADV
ital-13279	262	13	requires	require	VERB
ital-13279	262	14	a	a	DET
ital-13279	262	15	lot	lot	NOUN
ital-13279	262	16	of	of	ADP
ital-13279	262	17	manpower	manpower	NOUN
ital-13279	262	18	,	,	PUNCT
ital-13279	262	19	material	material	NOUN
ital-13279	262	20	,	,	PUNCT
ital-13279	262	21	and	and	CCONJ
ital-13279	262	22	financial	financial	ADJ
ital-13279	262	23	resources	resource	NOUN
ital-13279	262	24	but	but	CCONJ
ital-13279	262	25	also	also	ADV
ital-13279	262	26	extremely	extremely	ADV
ital-13279	262	27	high	high	ADJ
ital-13279	262	28	requirements	requirement	NOUN
ital-13279	262	29	for	for	ADP
ital-13279	262	30	the	the	DET
ital-13279	262	31	classified	classified	ADJ
ital-13279	262	32	staff	staff	NOUN
ital-13279	262	33	.	.	PUNCT
ital-13279	263	1	they	they	PRON
ital-13279	263	2	need	need	VERB
ital-13279	263	3	to	to	PART
ital-13279	263	4	possess	possess	VERB
ital-13279	263	5	a	a	DET
ital-13279	263	6	good	good	ADJ
ital-13279	263	7	knowledge	knowledge	NOUN
ital-13279	263	8	of	of	ADP
ital-13279	263	9	manchu	manchu	PROPN
ital-13279	263	10	,	,	PUNCT
ital-13279	263	11	archival	archival	NOUN
ital-13279	263	12	science	science	NOUN
ital-13279	263	13	,	,	PUNCT
ital-13279	263	14	document	document	NOUN
ital-13279	263	15	taxonomy	taxonomy	NOUN
ital-13279	263	16	,	,	PUNCT
ital-13279	263	17	and	and	CCONJ
ital-13279	263	18	other	other	ADJ
ital-13279	263	19	related	relate	VERB
ital-13279	263	20	disciplines	discipline	NOUN
ital-13279	263	21	.	.	PUNCT
ital-13279	264	1	therefore	therefore	ADV
ital-13279	264	2	,	,	PUNCT
ital-13279	264	3	sorting	sort	VERB
ital-13279	264	4	and	and	CCONJ
ital-13279	264	5	organizing	organize	VERB
ital-13279	264	6	the	the	DET
ital-13279	264	7	content	content	NOUN
ital-13279	264	8	of	of	ADP
ital-13279	264	9	the	the	DET
ital-13279	264	10	hetu	hetu	PROPN
ital-13279	264	11	dangse	dangse	PROPN
ital-13279	264	12	is	be	AUX
ital-13279	264	13	an	an	DET
ital-13279	264	14	impractical	impractical	ADJ
ital-13279	264	15	task	task	NOUN
ital-13279	264	16	that	that	PRON
ital-13279	264	17	relies	rely	VERB
ital-13279	264	18	on	on	ADP
ital-13279	264	19	manual	manual	ADJ
ital-13279	264	20	reading	reading	NOUN
ital-13279	264	21	and	and	CCONJ
ital-13279	264	22	comprehension	comprehension	NOUN
ital-13279	264	23	.	.	PUNCT
ital-13279	265	1	to	to	PART
ital-13279	265	2	address	address	VERB
ital-13279	265	3	this	this	DET
ital-13279	265	4	problem	problem	NOUN
ital-13279	265	5	,	,	PUNCT
ital-13279	265	6	we	we	PRON
ital-13279	265	7	used	use	VERB
ital-13279	265	8	the	the	DET
ital-13279	265	9	svm	svm	PROPN
ital-13279	265	10	model	model	NOUN
ital-13279	265	11	of	of	ADP
ital-13279	265	12	machine	machine	NOUN
ital-13279	265	13	learning	learn	VERB
ital-13279	265	14	to	to	PART
ital-13279	265	15	automatically	automatically	ADV
ital-13279	265	16	classify	classify	VERB
ital-13279	265	17	and	and	CCONJ
ital-13279	265	18	explore	explore	VERB
ital-13279	265	19	the	the	DET
ital-13279	265	20	catalog	catalog	NOUN
ital-13279	265	21	data	datum	NOUN
ital-13279	265	22	of	of	ADP
ital-13279	265	23	the	the	DET
ital-13279	265	24	hetu	hetu	PROPN
ital-13279	265	25	dangse	dangse	PROPN
ital-13279	265	26	.	.	PUNCT
ital-13279	266	1	this	this	DET
ital-13279	266	2	model	model	NOUN
ital-13279	266	3	further	far	ADV
ital-13279	266	4	demonstrates	demonstrate	VERB
ital-13279	266	5	the	the	DET
ital-13279	266	6	relevance	relevance	NOUN
ital-13279	266	7	of	of	ADP
ital-13279	266	8	the	the	DET
ital-13279	266	9	knowledge	knowledge	NOUN
ital-13279	266	10	between	between	ADP
ital-13279	266	11	documents	document	NOUN
ital-13279	266	12	in	in	ADP
ital-13279	266	13	the	the	DET
ital-13279	266	14	hetu	hetu	PROPN
ital-13279	266	15	dangse	dangse	PROPN
ital-13279	266	16	and	and	CCONJ
ital-13279	266	17	facilitates	facilitate	VERB
ital-13279	266	18	an	an	DET
ital-13279	266	19	in	in	ADP
ital-13279	266	20	-	-	PUNCT
ital-13279	266	21	depth	depth	NOUN
ital-13279	266	22	analysis	analysis	NOUN
ital-13279	266	23	.	.	PUNCT
ital-13279	267	1	we	we	PRON
ital-13279	267	2	imported	import	VERB
ital-13279	267	3	the	the	DET
ital-13279	267	4	vectorized	vectorize	VERB
ital-13279	267	5	labeled	label	VERB
ital-13279	267	6	data	datum	NOUN
ital-13279	267	7	set	set	VERB
ital-13279	267	8	into	into	ADP
ital-13279	267	9	the	the	DET
ital-13279	267	10	svm	svm	PROPN
ital-13279	267	11	model	model	NOUN
ital-13279	267	12	and	and	CCONJ
ital-13279	267	13	selected	select	VERB
ital-13279	267	14	the	the	DET
ital-13279	267	15	optimal	optimal	ADJ
ital-13279	267	16	parameter	parameter	NOUN
ital-13279	267	17	combination	combination	NOUN
ital-13279	267	18	to	to	PART
ital-13279	267	19	run	run	VERB
ital-13279	267	20	the	the	DET
ital-13279	267	21	model	model	NOUN
ital-13279	267	22	.	.	PUNCT
ital-13279	268	1	to	to	PART
ital-13279	268	2	visualize	visualize	VERB
ital-13279	268	3	the	the	DET
ital-13279	268	4	data	datum	NOUN
ital-13279	268	5	results	result	NOUN
ital-13279	268	6	,	,	PUNCT
ital-13279	268	7	the	the	DET
ital-13279	268	8	50	50	NUM
ital-13279	268	9	-	-	PUNCT
ital-13279	268	10	dimensional	dimensional	ADJ
ital-13279	268	11	word	word	NOUN
ital-13279	268	12	vector	vector	NOUN
ital-13279	268	13	is	be	AUX
ital-13279	268	14	reduced	reduce	VERB
ital-13279	268	15	to	to	ADP
ital-13279	268	16	a	a	DET
ital-13279	268	17	2	2	NUM
ital-13279	268	18	-	-	PUNCT
ital-13279	268	19	dimensional	dimensional	ADJ
ital-13279	268	20	word	word	NOUN
ital-13279	268	21	vector	vector	NOUN
ital-13279	268	22	using	use	VERB
ital-13279	268	23	the	the	DET
ital-13279	268	24	t	t	PROPN
ital-13279	268	25	-	-	PUNCT
ital-13279	268	26	distributed	distribute	VERB
ital-13279	268	27	random	random	ADJ
ital-13279	268	28	neighborhood	neighborhood	NOUN
ital-13279	268	29	embedding	embed	VERB
ital-13279	268	30	algorithm	algorithm	NOUN
ital-13279	268	31	.	.	PUNCT
ital-13279	269	1	we	we	PRON
ital-13279	269	2	used	use	VERB
ital-13279	269	3	the	the	DET
ital-13279	269	4	svm	svm	PROPN
ital-13279	269	5	model	model	NOUN
ital-13279	269	6	to	to	PART
ital-13279	269	7	establish	establish	VERB
ital-13279	269	8	a	a	DET
ital-13279	269	9	hyperplane	hyperplane	NOUN
ital-13279	269	10	visualized	visualize	VERB
ital-13279	269	11	in	in	ADP
ital-13279	269	12	2dimensional	2dimensional	NUM
ital-13279	269	13	form	form	NOUN
ital-13279	269	14	.	.	PUNCT
ital-13279	270	1	the	the	DET
ital-13279	270	2	legend	legend	NOUN
ital-13279	270	3	only	only	ADV
ital-13279	270	4	in	in	ADP
ital-13279	270	5	figure	figure	NOUN
ital-13279	270	6	10	10	NUM
ital-13279	270	7	shows	show	VERB
ital-13279	270	8	the	the	DET
ital-13279	270	9	data	data	NOUN
ital-13279	270	10	distribution	distribution	NOUN
ital-13279	270	11	of	of	ADP
ital-13279	270	12	the	the	DET
ital-13279	270	13	six	six	NUM
ital-13279	270	14	categories	category	NOUN
ital-13279	270	15	with	with	ADP
ital-13279	270	16	the	the	DET
ital-13279	270	17	highest	high	ADJ
ital-13279	270	18	proportion	proportion	NOUN
ital-13279	270	19	owing	owe	VERB
ital-13279	270	20	to	to	ADP
ital-13279	270	21	the	the	DET
ital-13279	270	22	large	large	ADJ
ital-13279	270	23	number	number	NOUN
ital-13279	270	24	of	of	ADP
ital-13279	270	25	categorized	categorize	VERB
ital-13279	270	26	data	datum	NOUN
ital-13279	270	27	.	.	PUNCT
ital-13279	271	1	to	to	PART
ital-13279	271	2	test	test	VERB
ital-13279	271	3	the	the	DET
ital-13279	271	4	classification	classification	NOUN
ital-13279	271	5	effect	effect	NOUN
ital-13279	271	6	of	of	ADP
ital-13279	271	7	the	the	DET
ital-13279	271	8	svm	svm	PROPN
ital-13279	271	9	model	model	NOUN
ital-13279	271	10	,	,	PUNCT
ital-13279	271	11	we	we	PRON
ital-13279	271	12	used	use	VERB
ital-13279	271	13	precision	precision	NOUN
ital-13279	271	14	and	and	CCONJ
ital-13279	271	15	recall	recall	NOUN
ital-13279	271	16	as	as	ADP
ital-13279	271	17	metrics	metric	NOUN
ital-13279	271	18	and	and	CCONJ
ital-13279	271	19	calculated	calculate	VERB
ital-13279	271	20	the	the	DET
ital-13279	271	21	f1	f1	ADJ
ital-13279	271	22	score	score	NOUN
ital-13279	271	23	to	to	PART
ital-13279	271	24	validate	validate	VERB
ital-13279	271	25	the	the	DET
ital-13279	271	26	model	model	NOUN
ital-13279	271	27	.	.	PUNCT
ital-13279	272	1	the	the	DET
ital-13279	272	2	results	result	NOUN
ital-13279	272	3	are	be	AUX
ital-13279	272	4	presented	present	VERB
ital-13279	272	5	in	in	ADP
ital-13279	272	6	table	table	NOUN
ital-13279	272	7	3	3	NUM
ital-13279	272	8	.	.	PUNCT
ital-13279	272	9	based	base	VERB
ital-13279	272	10	on	on	ADP
ital-13279	272	11	the	the	DET
ital-13279	272	12	created	create	VERB
ital-13279	272	13	svm	svm	PROPN
ital-13279	272	14	model	model	NOUN
ital-13279	272	15	,	,	PUNCT
ital-13279	272	16	95,680	95,680	NUM
ital-13279	272	17	catalog	catalog	NOUN
ital-13279	272	18	data	datum	NOUN
ital-13279	272	19	of	of	ADP
ital-13279	272	20	the	the	DET
ital-13279	272	21	hetu	hetu	PROPN
ital-13279	272	22	dangse	dangse	PROPN
ital-13279	272	23	were	be	AUX
ital-13279	272	24	predicted	predict	VERB
ital-13279	272	25	and	and	CCONJ
ital-13279	272	26	classified	classify	VERB
ital-13279	272	27	.	.	PUNCT
ital-13279	273	1	the	the	DET
ital-13279	273	2	results	result	NOUN
ital-13279	273	3	are	be	AUX
ital-13279	273	4	shown	show	VERB
ital-13279	273	5	in	in	ADP
ital-13279	273	6	figure	figure	NOUN
ital-13279	273	7	11	11	NUM
ital-13279	273	8	.	.	PUNCT
ital-13279	274	1	although	although	SCONJ
ital-13279	274	2	there	there	PRON
ital-13279	274	3	exist	exist	VERB
ital-13279	274	4	certain	certain	ADJ
ital-13279	274	5	deficiencies	deficiency	NOUN
ital-13279	274	6	in	in	ADP
ital-13279	274	7	accuracy	accuracy	NOUN
ital-13279	274	8	and	and	CCONJ
ital-13279	274	9	other	other	ADJ
ital-13279	274	10	aspects	aspect	NOUN
ital-13279	274	11	,	,	PUNCT
ital-13279	274	12	it	it	PRON
ital-13279	274	13	a	a	DET
ital-13279	274	14	positive	positive	ADJ
ital-13279	274	15	impact	impact	NOUN
ital-13279	274	16	for	for	ADP
ital-13279	274	17	the	the	DET
ital-13279	274	18	content	content	NOUN
ital-13279	274	19	research	research	NOUN
ital-13279	274	20	,	,	PUNCT
ital-13279	274	21	management	management	NOUN
ital-13279	274	22	,	,	PUNCT
ital-13279	274	23	utilization	utilization	NOUN
ital-13279	274	24	,	,	PUNCT
ital-13279	274	25	and	and	CCONJ
ital-13279	274	26	retrieval	retrieval	PROPN
ital-13279	274	27	discovery	discovery	PROPN
ital-13279	274	28	of	of	ADP
ital-13279	274	29	hetu	hetu	PROPN
ital-13279	274	30	dangse	dangse	PROPN
ital-13279	274	31	.	.	PUNCT
ital-13279	275	1	table	table	NOUN
ital-13279	275	2	3	3	NUM
ital-13279	275	3	.	.	PUNCT
ital-13279	276	1	svm	svm	PROPN
ital-13279	276	2	model	model	NOUN
ital-13279	276	3	validation	validation	NOUN
ital-13279	276	4	parameters	parameter	NOUN
ital-13279	276	5	result	result	VERB
ital-13279	276	6	precision	precision	NOUN
ital-13279	276	7	0.736	0.736	NUM
ital-13279	276	8	recall	recall	VERB
ital-13279	276	9	0.717	0.717	NUM
ital-13279	276	10	f1	f1	NOUN
ital-13279	276	11	score	score	NOUN
ital-13279	276	12	0.716	0.716	NUM
ital-13279	276	13	information	information	NOUN
ital-13279	276	14	technology	technology	NOUN
ital-13279	276	15	and	and	CCONJ
ital-13279	276	16	libraries	library	NOUN
ital-13279	276	17	september	september	PROPN
ital-13279	276	18	2021	2021	NUM
ital-13279	276	19	text	text	NOUN
ital-13279	276	20	analysis	analysis	NOUN
ital-13279	276	21	and	and	CCONJ
ital-13279	276	22	visualization	visualization	NOUN
ital-13279	276	23	research	research	NOUN
ital-13279	276	24	on	on	ADP
ital-13279	276	25	the	the	DET
ital-13279	276	26	hetu	hetu	PROPN
ital-13279	276	27	dangse	dangse	PROPN
ital-13279	276	28	|	|	PROPN
ital-13279	276	29	wang	wang	PROPN
ital-13279	276	30	,	,	PUNCT
ital-13279	276	31	wu	wu	PROPN
ital-13279	276	32	,	,	PUNCT
ital-13279	276	33	yu	yu	PROPN
ital-13279	276	34	,	,	PUNCT
ital-13279	276	35	and	and	CCONJ
ital-13279	276	36	song	song	NOUN
ital-13279	276	37	20	20	NUM
ital-13279	276	38	figure	figure	NOUN
ital-13279	276	39	10	10	NUM
ital-13279	276	40	.	.	PUNCT
ital-13279	277	1	svm	svm	PROPN
ital-13279	277	2	decision	decision	NOUN
ital-13279	277	3	region	region	NOUN
ital-13279	277	4	boundary	boundary	NOUN
ital-13279	277	5	.	.	PUNCT
ital-13279	278	1	figure	figure	NOUN
ital-13279	278	2	11	11	NUM
ital-13279	278	3	.	.	PUNCT
ital-13279	279	1	hetu	hetu	PROPN
ital-13279	279	2	dangse	dangse	PROPN
ital-13279	279	3	catalog	catalog	PROPN
ital-13279	279	4	data	datum	NOUN
ital-13279	279	5	prediction	prediction	NOUN
ital-13279	279	6	classification	classification	NOUN
ital-13279	279	7	.	.	PUNCT
ital-13279	280	1	conclusion	conclusion	NOUN
ital-13279	280	2	in	in	ADP
ital-13279	280	3	this	this	DET
ital-13279	280	4	study	study	NOUN
ital-13279	280	5	,	,	PUNCT
ital-13279	280	6	we	we	PRON
ital-13279	280	7	used	use	VERB
ital-13279	280	8	machine	machine	NOUN
ital-13279	280	9	learning	learn	VERB
ital-13279	280	10	to	to	PART
ital-13279	280	11	analyze	analyze	VERB
ital-13279	280	12	and	and	CCONJ
ital-13279	280	13	visualize	visualize	VERB
ital-13279	280	14	the	the	DET
ital-13279	280	15	catalog	catalog	NOUN
ital-13279	280	16	data	datum	NOUN
ital-13279	280	17	of	of	ADP
ital-13279	280	18	the	the	DET
ital-13279	280	19	hetu	hetu	PROPN
ital-13279	280	20	dangse	dangse	PROPN
ital-13279	280	21	,	,	PUNCT
ital-13279	280	22	revealing	reveal	VERB
ital-13279	280	23	the	the	DET
ital-13279	280	24	functional	functional	ADJ
ital-13279	280	25	relationship	relationship	NOUN
ital-13279	280	26	of	of	ADP
ital-13279	280	27	the	the	DET
ital-13279	280	28	qing	qing	PROPN
ital-13279	280	29	dynasty	dynasty	NOUN
ital-13279	280	30	,	,	PUNCT
ital-13279	280	31	shengjing	shengje	VERB
ital-13279	280	32	regional	regional	ADJ
ital-13279	280	33	institutions	institution	NOUN
ital-13279	280	34	recorded	record	VERB
ital-13279	280	35	in	in	ADP
ital-13279	280	36	this	this	DET
ital-13279	280	37	historical	historical	ADJ
ital-13279	280	38	document	document	NOUN
ital-13279	280	39	,	,	PUNCT
ital-13279	280	40	and	and	CCONJ
ital-13279	280	41	showing	show	VERB
ital-13279	280	42	the	the	DET
ital-13279	280	43	institutional	institutional	ADJ
ital-13279	280	44	communicated	communicate	VERB
ital-13279	280	45	relationships	relationship	NOUN
ital-13279	280	46	.	.	PUNCT
ital-13279	281	1	using	use	VERB
ital-13279	281	2	the	the	DET
ital-13279	281	3	svm	svm	PROPN
ital-13279	281	4	model	model	NOUN
ital-13279	281	5	,	,	PUNCT
ital-13279	281	6	we	we	PRON
ital-13279	281	7	achieved	achieve	VERB
ital-13279	281	8	automatic	automatic	ADJ
ital-13279	281	9	classification	classification	NOUN
ital-13279	281	10	of	of	ADP
ital-13279	281	11	the	the	DET
ital-13279	281	12	hetu	hetu	PROPN
ital-13279	281	13	dangse	dangse	PROPN
ital-13279	281	14	catalog	catalog	NOUN
ital-13279	281	15	from	from	ADP
ital-13279	281	16	the	the	DET
ital-13279	281	17	category	category	NOUN
ital-13279	281	18	perspective	perspective	NOUN
ital-13279	281	19	.	.	PUNCT
ital-13279	282	1	owing	owe	VERB
ital-13279	282	2	to	to	ADP
ital-13279	282	3	the	the	DET
ital-13279	282	4	massive	massive	ADJ
ital-13279	282	5	archives	archive	NOUN
ital-13279	282	6	of	of	ADP
ital-13279	282	7	historical	historical	ADJ
ital-13279	282	8	materials	material	NOUN
ital-13279	282	9	in	in	ADP
ital-13279	282	10	ancient	ancient	ADJ
ital-13279	282	11	china	china	PROPN
ital-13279	282	12	,	,	PUNCT
ital-13279	282	13	the	the	DET
ital-13279	282	14	information	information	NOUN
ital-13279	282	15	technology	technology	NOUN
ital-13279	282	16	and	and	CCONJ
ital-13279	282	17	libraries	library	NOUN
ital-13279	282	18	september	september	PROPN
ital-13279	282	19	2021	2021	NUM
ital-13279	282	20	text	text	NOUN
ital-13279	282	21	analysis	analysis	NOUN
ital-13279	282	22	and	and	CCONJ
ital-13279	282	23	visualization	visualization	NOUN
ital-13279	282	24	research	research	NOUN
ital-13279	282	25	on	on	ADP
ital-13279	282	26	the	the	DET
ital-13279	282	27	hetu	hetu	PROPN
ital-13279	282	28	dangse	dangse	PROPN
ital-13279	282	29	|	|	PROPN
ital-13279	282	30	wang	wang	PROPN
ital-13279	282	31	,	,	PUNCT
ital-13279	282	32	wu	wu	PROPN
ital-13279	282	33	,	,	PUNCT
ital-13279	282	34	yu	yu	PROPN
ital-13279	282	35	,	,	PUNCT
ital-13279	282	36	and	and	CCONJ
ital-13279	282	37	song	song	NOUN
ital-13279	282	38	21	21	NUM
ital-13279	282	39	fonts	font	NOUN
ital-13279	282	40	of	of	ADP
ital-13279	282	41	many	many	ADJ
ital-13279	282	42	historical	historical	ADJ
ital-13279	282	43	materials	material	NOUN
ital-13279	282	44	can	can	AUX
ital-13279	282	45	not	not	PART
ital-13279	282	46	be	be	AUX
ital-13279	282	47	recognized	recognize	VERB
ital-13279	282	48	by	by	ADP
ital-13279	282	49	computers	computer	NOUN
ital-13279	282	50	or	or	CCONJ
ital-13279	282	51	humans	human	NOUN
ital-13279	282	52	.	.	PUNCT
ital-13279	283	1	the	the	DET
ital-13279	283	2	digitization	digitization	NOUN
ital-13279	283	3	of	of	ADP
ital-13279	283	4	catalogs	catalog	NOUN
ital-13279	283	5	has	have	AUX
ital-13279	283	6	become	become	VERB
ital-13279	283	7	a	a	DET
ital-13279	283	8	digital	digital	ADJ
ital-13279	283	9	bridge	bridge	NOUN
ital-13279	283	10	between	between	ADP
ital-13279	283	11	researchers	researcher	NOUN
ital-13279	283	12	and	and	CCONJ
ital-13279	283	13	historical	historical	ADJ
ital-13279	283	14	documents	document	NOUN
ital-13279	283	15	.	.	PUNCT
ital-13279	284	1	this	this	PRON
ital-13279	284	2	not	not	PART
ital-13279	284	3	only	only	ADV
ital-13279	284	4	achieves	achieve	VERB
ital-13279	284	5	the	the	DET
ital-13279	284	6	concise	concise	ADJ
ital-13279	284	7	summary	summary	NOUN
ital-13279	284	8	and	and	CCONJ
ital-13279	284	9	refinement	refinement	NOUN
ital-13279	284	10	of	of	ADP
ital-13279	284	11	them	they	PRON
ital-13279	284	12	but	but	CCONJ
ital-13279	284	13	also	also	ADV
ital-13279	284	14	greatly	greatly	ADV
ital-13279	284	15	improves	improve	VERB
ital-13279	284	16	the	the	DET
ital-13279	284	17	utilization	utilization	NOUN
ital-13279	284	18	efficiency	efficiency	NOUN
ital-13279	284	19	by	by	ADP
ital-13279	284	20	researchers	researcher	NOUN
ital-13279	284	21	.	.	PUNCT
ital-13279	285	1	the	the	DET
ital-13279	285	2	svm	svm	PROPN
ital-13279	285	3	model	model	NOUN
ital-13279	285	4	can	can	AUX
ital-13279	285	5	“	"	PUNCT
ital-13279	285	6	learn	learn	VERB
ital-13279	285	7	”	"	PUNCT
ital-13279	285	8	through	through	ADP
ital-13279	285	9	the	the	DET
ital-13279	285	10	labeled	label	VERB
ital-13279	285	11	sample	sample	NOUN
ital-13279	285	12	data	datum	NOUN
ital-13279	285	13	and	and	CCONJ
ital-13279	285	14	realize	realize	VERB
ital-13279	285	15	automatic	automatic	ADJ
ital-13279	285	16	classification	classification	NOUN
ital-13279	285	17	of	of	ADP
ital-13279	285	18	large	large	ADJ
ital-13279	285	19	amounts	amount	NOUN
ital-13279	285	20	of	of	ADP
ital-13279	285	21	unlabeled	unlabeled	ADJ
ital-13279	285	22	catalog	catalog	NOUN
ital-13279	285	23	data	datum	NOUN
ital-13279	285	24	.	.	PUNCT
ital-13279	286	1	by	by	ADP
ital-13279	286	2	automatic	automatic	ADJ
ital-13279	286	3	classification	classification	NOUN
ital-13279	286	4	of	of	ADP
ital-13279	286	5	catalog	catalog	NOUN
ital-13279	286	6	data	datum	NOUN
ital-13279	286	7	,	,	PUNCT
ital-13279	286	8	historical	historical	ADJ
ital-13279	286	9	data	datum	NOUN
ital-13279	286	10	researchers	researcher	NOUN
ital-13279	286	11	and	and	CCONJ
ital-13279	286	12	archive	archive	NOUN
ital-13279	286	13	managers	manager	NOUN
ital-13279	286	14	can	can	AUX
ital-13279	286	15	use	use	VERB
ital-13279	286	16	and	and	CCONJ
ital-13279	286	17	manage	manage	VERB
ital-13279	286	18	a	a	DET
ital-13279	286	19	large	large	ADJ
ital-13279	286	20	number	number	NOUN
ital-13279	286	21	of	of	ADP
ital-13279	286	22	historical	historical	ADJ
ital-13279	286	23	documents	document	NOUN
ital-13279	286	24	and	and	CCONJ
ital-13279	286	25	catalog	catalog	NOUN
ital-13279	286	26	data	datum	NOUN
ital-13279	286	27	more	more	ADV
ital-13279	286	28	effectively	effectively	ADV
ital-13279	286	29	,	,	PUNCT
ital-13279	286	30	greatly	greatly	ADV
ital-13279	286	31	increasing	increase	VERB
ital-13279	286	32	their	their	PRON
ital-13279	286	33	utilization	utilization	NOUN
ital-13279	286	34	.	.	PUNCT
ital-13279	287	1	the	the	DET
ital-13279	287	2	co	co	NOUN
ital-13279	287	3	-	-	NOUN
ital-13279	287	4	occurrence	occurrence	ADJ
ital-13279	287	5	algorithm	algorithm	PROPN
ital-13279	287	6	can	can	AUX
ital-13279	287	7	reveal	reveal	VERB
ital-13279	287	8	the	the	DET
ital-13279	287	9	rules	rule	NOUN
ital-13279	287	10	written	write	VERB
ital-13279	287	11	by	by	ADP
ital-13279	287	12	the	the	DET
ital-13279	287	13	catalog	catalog	NOUN
ital-13279	287	14	data	datum	NOUN
ital-13279	287	15	itself	itself	PRON
ital-13279	287	16	,	,	PUNCT
ital-13279	287	17	discover	discover	VERB
ital-13279	287	18	the	the	DET
ital-13279	287	19	distance	distance	NOUN
ital-13279	287	20	between	between	ADP
ital-13279	287	21	the	the	DET
ital-13279	287	22	catalog	catalog	NOUN
ital-13279	287	23	data	datum	NOUN
ital-13279	287	24	,	,	PUNCT
ital-13279	287	25	and	and	CCONJ
ital-13279	287	26	form	form	VERB
ital-13279	287	27	clusters	cluster	NOUN
ital-13279	287	28	providing	provide	VERB
ital-13279	287	29	a	a	DET
ital-13279	287	30	clearer	clear	ADJ
ital-13279	287	31	direction	direction	NOUN
ital-13279	287	32	for	for	SCONJ
ital-13279	287	33	researchers	researcher	NOUN
ital-13279	287	34	to	to	PART
ital-13279	287	35	use	use	VERB
ital-13279	287	36	historical	historical	ADJ
ital-13279	287	37	documents	document	NOUN
ital-13279	287	38	.	.	PUNCT
ital-13279	288	1	the	the	DET
ital-13279	288	2	algorithm	algorithm	PROPN
ital-13279	288	3	also	also	ADV
ital-13279	288	4	saves	save	VERB
ital-13279	288	5	time	time	NOUN
ital-13279	288	6	for	for	SCONJ
ital-13279	288	7	researchers	researcher	NOUN
ital-13279	288	8	to	to	PART
ital-13279	288	9	identify	identify	VERB
ital-13279	288	10	documents	document	NOUN
ital-13279	288	11	without	without	ADP
ital-13279	288	12	purpose	purpose	NOUN
ital-13279	288	13	,	,	PUNCT
ital-13279	288	14	making	make	VERB
ital-13279	288	15	content	content	NOUN
ital-13279	288	16	presentation	presentation	NOUN
ital-13279	288	17	of	of	ADP
ital-13279	288	18	historical	historical	ADJ
ital-13279	288	19	documents	document	NOUN
ital-13279	288	20	to	to	ADP
ital-13279	288	21	readers	reader	NOUN
ital-13279	288	22	clearer	clear	ADJ
ital-13279	288	23	.	.	PUNCT
ital-13279	289	1	this	this	DET
ital-13279	289	2	paper	paper	NOUN
ital-13279	289	3	improves	improve	VERB
ital-13279	289	4	archivists	archivist	NOUN
ital-13279	289	5	’	’	PART
ital-13279	289	6	awareness	awareness	NOUN
ital-13279	289	7	of	of	ADP
ital-13279	289	8	archive	archive	ADJ
ital-13279	289	9	data	datum	NOUN
ital-13279	289	10	compilation	compilation	NOUN
ital-13279	289	11	and	and	CCONJ
ital-13279	289	12	management	management	NOUN
ital-13279	289	13	.	.	PUNCT
ital-13279	290	1	first	first	ADV
ital-13279	290	2	,	,	PUNCT
ital-13279	290	3	data	datum	NOUN
ital-13279	290	4	is	be	AUX
ital-13279	290	5	observed	observe	VERB
ital-13279	290	6	,	,	PUNCT
ital-13279	290	7	topics	topic	NOUN
ital-13279	290	8	are	be	AUX
ital-13279	290	9	identified	identify	VERB
ital-13279	290	10	,	,	PUNCT
ital-13279	290	11	and	and	CCONJ
ital-13279	290	12	potential	potential	ADJ
ital-13279	290	13	relationships	relationship	NOUN
ital-13279	290	14	between	between	ADP
ital-13279	290	15	these	these	PRON
ital-13279	290	16	are	be	AUX
ital-13279	290	17	found	find	VERB
ital-13279	290	18	and	and	CCONJ
ital-13279	290	19	established	establish	VERB
ital-13279	290	20	to	to	PART
ital-13279	290	21	improve	improve	VERB
ital-13279	290	22	historical	historical	ADJ
ital-13279	290	23	archives	archive	NOUN
ital-13279	290	24	’	’	PART
ital-13279	290	25	compilation	compilation	NOUN
ital-13279	290	26	.	.	PUNCT
ital-13279	291	1	second	second	ADJ
ital-13279	291	2	,	,	PUNCT
ital-13279	291	3	the	the	DET
ital-13279	291	4	visual	visual	ADJ
ital-13279	291	5	presentation	presentation	NOUN
ital-13279	291	6	method	method	NOUN
ital-13279	291	7	and	and	CCONJ
ital-13279	291	8	carrier	carrier	NOUN
ital-13279	291	9	is	be	AUX
ital-13279	291	10	chosen	choose	VERB
ital-13279	291	11	,	,	PUNCT
ital-13279	291	12	and	and	CCONJ
ital-13279	291	13	via	via	ADP
ital-13279	291	14	the	the	DET
ital-13279	291	15	web	web	NOUN
ital-13279	291	16	browser	browser	NOUN
ital-13279	291	17	established	establish	VERB
ital-13279	291	18	relationships	relationship	NOUN
ital-13279	291	19	are	be	AUX
ital-13279	291	20	visualized	visualize	VERB
ital-13279	291	21	for	for	SCONJ
ital-13279	291	22	the	the	DET
ital-13279	291	23	users	user	NOUN
ital-13279	291	24	to	to	PART
ital-13279	291	25	access	access	VERB
ital-13279	291	26	and	and	CCONJ
ital-13279	291	27	utilize	utilize	VERB
ital-13279	291	28	.	.	PUNCT
ital-13279	292	1	it	it	PRON
ital-13279	292	2	can	can	AUX
ital-13279	292	3	be	be	AUX
ital-13279	292	4	said	say	VERB
ital-13279	292	5	that	that	SCONJ
ital-13279	292	6	scientometric	scientometric	ADJ
ital-13279	292	7	research	research	NOUN
ital-13279	292	8	method	method	NOUN
ital-13279	292	9	can	can	AUX
ital-13279	292	10	promote	promote	VERB
ital-13279	292	11	the	the	DET
ital-13279	292	12	transformation	transformation	NOUN
ital-13279	292	13	of	of	ADP
ital-13279	292	14	historical	historical	ADJ
ital-13279	292	15	research	research	NOUN
ital-13279	292	16	and	and	CCONJ
ital-13279	292	17	archives	archive	NOUN
ital-13279	292	18	management	management	NOUN
ital-13279	292	19	and	and	CCONJ
ital-13279	292	20	compilation	compilation	NOUN
ital-13279	292	21	research	research	NOUN
ital-13279	292	22	from	from	ADP
ital-13279	292	23	traditional	traditional	ADJ
ital-13279	292	24	explanatory	explanatory	ADJ
ital-13279	292	25	scholarship	scholarship	NOUN
ital-13279	292	26	to	to	ADP
ital-13279	292	27	truth	truth	NOUN
ital-13279	292	28	-	-	PUNCT
ital-13279	292	29	seeking	seek	VERB
ital-13279	292	30	scholarship	scholarship	NOUN
ital-13279	292	31	.	.	PUNCT
ital-13279	293	1	currently	currently	ADV
ital-13279	293	2	,	,	PUNCT
ital-13279	293	3	the	the	DET
ital-13279	293	4	application	application	NOUN
ital-13279	293	5	of	of	ADP
ital-13279	293	6	machine	machine	NOUN
ital-13279	293	7	learning	learn	VERB
ital-13279	293	8	technology	technology	NOUN
ital-13279	293	9	has	have	AUX
ital-13279	293	10	gradually	gradually	ADV
ital-13279	293	11	extended	extend	VERB
ital-13279	293	12	from	from	ADP
ital-13279	293	13	applied	apply	VERB
ital-13279	293	14	disciplines	discipline	NOUN
ital-13279	293	15	to	to	ADP
ital-13279	293	16	traditional	traditional	ADJ
ital-13279	293	17	fields	field	NOUN
ital-13279	293	18	of	of	ADP
ital-13279	293	19	literature	literature	NOUN
ital-13279	293	20	,	,	PUNCT
ital-13279	293	21	art	art	NOUN
ital-13279	293	22	,	,	PUNCT
ital-13279	293	23	and	and	CCONJ
ital-13279	293	24	sociology	sociology	NOUN
ital-13279	293	25	.	.	PUNCT
ital-13279	294	1	however	however	ADV
ital-13279	294	2	,	,	PUNCT
ital-13279	294	3	there	there	PRON
ital-13279	294	4	are	be	VERB
ital-13279	294	5	still	still	ADV
ital-13279	294	6	many	many	ADJ
ital-13279	294	7	opportunities	opportunity	NOUN
ital-13279	294	8	in	in	ADP
ital-13279	294	9	the	the	DET
ital-13279	294	10	field	field	NOUN
ital-13279	294	11	of	of	ADP
ital-13279	294	12	historical	historical	ADJ
ital-13279	294	13	research	research	NOUN
ital-13279	294	14	.	.	PUNCT
ital-13279	295	1	this	this	DET
ital-13279	295	2	study	study	NOUN
ital-13279	295	3	used	use	VERB
ital-13279	295	4	methods	method	NOUN
ital-13279	295	5	in	in	ADP
ital-13279	295	6	the	the	DET
ital-13279	295	7	field	field	NOUN
ital-13279	295	8	of	of	ADP
ital-13279	295	9	artificial	artificial	ADJ
ital-13279	295	10	intelligence	intelligence	NOUN
ital-13279	295	11	to	to	PART
ital-13279	295	12	conduct	conduct	VERB
ital-13279	295	13	text	text	NOUN
ital-13279	295	14	mining	mining	NOUN
ital-13279	295	15	and	and	CCONJ
ital-13279	295	16	visualize	visualize	VERB
ital-13279	295	17	the	the	DET
ital-13279	295	18	presentation	presentation	NOUN
ital-13279	295	19	of	of	ADP
ital-13279	295	20	historical	historical	ADJ
ital-13279	295	21	archive	archive	NOUN
ital-13279	295	22	document	document	NOUN
ital-13279	295	23	catalog	catalog	NOUN
ital-13279	295	24	data	datum	NOUN
ital-13279	295	25	and	and	CCONJ
ital-13279	295	26	proposes	propose	VERB
ital-13279	295	27	a	a	DET
ital-13279	295	28	new	new	ADJ
ital-13279	295	29	digital	digital	ADJ
ital-13279	295	30	and	and	CCONJ
ital-13279	295	31	intelligent	intelligent	ADJ
ital-13279	295	32	solution	solution	NOUN
ital-13279	295	33	for	for	ADP
ital-13279	295	34	researching	research	VERB
ital-13279	295	35	chinese	chinese	ADJ
ital-13279	295	36	historical	historical	ADJ
ital-13279	295	37	documents	document	NOUN
ital-13279	295	38	.	.	PUNCT
ital-13279	296	1	with	with	ADP
ital-13279	296	2	the	the	DET
ital-13279	296	3	development	development	NOUN
ital-13279	296	4	of	of	ADP
ital-13279	296	5	science	science	NOUN
ital-13279	296	6	and	and	CCONJ
ital-13279	296	7	technology	technology	NOUN
ital-13279	296	8	,	,	PUNCT
ital-13279	296	9	research	research	NOUN
ital-13279	296	10	methods	method	NOUN
ital-13279	296	11	for	for	ADP
ital-13279	296	12	historical	historical	ADJ
ital-13279	296	13	documents	document	NOUN
ital-13279	296	14	are	be	AUX
ital-13279	296	15	undergoing	undergo	VERB
ital-13279	296	16	constant	constant	ADJ
ital-13279	296	17	changes	change	NOUN
ital-13279	296	18	from	from	ADP
ital-13279	296	19	the	the	DET
ital-13279	296	20	traditional	traditional	ADJ
ital-13279	296	21	manual	manual	ADJ
ital-13279	296	22	subjective	subjective	ADJ
ital-13279	296	23	analysis	analysis	NOUN
ital-13279	296	24	of	of	ADP
ital-13279	296	25	historical	historical	ADJ
ital-13279	296	26	data	datum	NOUN
ital-13279	296	27	to	to	ADP
ital-13279	296	28	relying	rely	VERB
ital-13279	296	29	on	on	ADP
ital-13279	296	30	quantitative	quantitative	ADJ
ital-13279	296	31	analysis	analysis	NOUN
ital-13279	296	32	represented	represent	VERB
ital-13279	296	33	by	by	ADP
ital-13279	296	34	deep	deep	ADJ
ital-13279	296	35	learning	learning	NOUN
ital-13279	296	36	and	and	CCONJ
ital-13279	296	37	data	data	NOUN
ital-13279	296	38	mining	mining	NOUN
ital-13279	296	39	technology	technology	NOUN
ital-13279	296	40	.	.	PUNCT
ital-13279	297	1	it	it	PRON
ital-13279	297	2	is	be	AUX
ital-13279	297	3	an	an	DET
ital-13279	297	4	irreversible	irreversible	ADJ
ital-13279	297	5	trend	trend	NOUN
ital-13279	297	6	to	to	PART
ital-13279	297	7	research	research	VERB
ital-13279	297	8	historical	historical	ADJ
ital-13279	297	9	documents	document	NOUN
ital-13279	297	10	more	more	ADV
ital-13279	297	11	comprehensively	comprehensively	ADV
ital-13279	297	12	,	,	PUNCT
ital-13279	297	13	accurately	accurately	ADV
ital-13279	297	14	,	,	PUNCT
ital-13279	297	15	and	and	CCONJ
ital-13279	297	16	scientifically	scientifically	ADV
ital-13279	297	17	by	by	ADP
ital-13279	297	18	means	mean	NOUN
ital-13279	297	19	of	of	ADP
ital-13279	297	20	artificial	artificial	ADJ
ital-13279	297	21	intelligence	intelligence	NOUN
ital-13279	297	22	and	and	CCONJ
ital-13279	297	23	other	other	ADJ
ital-13279	297	24	technologies	technology	NOUN
ital-13279	297	25	on	on	ADP
ital-13279	297	26	the	the	DET
ital-13279	297	27	scientific	scientific	ADJ
ital-13279	297	28	frontier	frontier	NOUN
ital-13279	297	29	.	.	PUNCT
ital-13279	298	1	for	for	ADP
ital-13279	298	2	future	future	ADJ
ital-13279	298	3	work	work	NOUN
ital-13279	298	4	,	,	PUNCT
ital-13279	298	5	we	we	PRON
ital-13279	298	6	plan	plan	VERB
ital-13279	298	7	to	to	PART
ital-13279	298	8	conduct	conduct	VERB
ital-13279	298	9	research	research	NOUN
ital-13279	298	10	on	on	ADP
ital-13279	298	11	the	the	DET
ital-13279	298	12	qing	qing	PROPN
ital-13279	298	13	dynasty	dynasty	NOUN
ital-13279	298	14	historical	historical	ADJ
ital-13279	298	15	documents	document	NOUN
ital-13279	298	16	from	from	ADP
ital-13279	298	17	a	a	DET
ital-13279	298	18	deeper	deep	ADJ
ital-13279	298	19	semantic	semantic	ADJ
ital-13279	298	20	analysis	analysis	NOUN
ital-13279	298	21	level	level	NOUN
ital-13279	298	22	,	,	PUNCT
ital-13279	298	23	construct	construct	VERB
ital-13279	298	24	a	a	DET
ital-13279	298	25	knowledge	knowledge	NOUN
ital-13279	298	26	graph	graph	NOUN
ital-13279	298	27	through	through	ADP
ital-13279	298	28	the	the	DET
ital-13279	298	29	method	method	NOUN
ital-13279	298	30	of	of	ADP
ital-13279	298	31	named	name	VERB
ital-13279	298	32	entity	entity	NOUN
ital-13279	298	33	recognition	recognition	NOUN
ital-13279	298	34	,	,	PUNCT
ital-13279	298	35	and	and	CCONJ
ital-13279	298	36	construct	construct	VERB
ital-13279	298	37	an	an	DET
ital-13279	298	38	ontological	ontological	ADJ
ital-13279	298	39	model	model	NOUN
ital-13279	298	40	transforming	transform	VERB
ital-13279	298	41	historical	historical	ADJ
ital-13279	298	42	documents	document	NOUN
ital-13279	298	43	into	into	ADP
ital-13279	298	44	a	a	DET
ital-13279	298	45	structured	structure	VERB
ital-13279	298	46	knowledge	knowledge	NOUN
ital-13279	298	47	base	base	NOUN
ital-13279	298	48	to	to	PART
ital-13279	298	49	discover	discover	VERB
ital-13279	298	50	new	new	ADJ
ital-13279	298	51	knowledge	knowledge	NOUN
ital-13279	298	52	from	from	ADP
ital-13279	298	53	historical	historical	ADJ
ital-13279	298	54	documents	document	NOUN
ital-13279	298	55	in	in	ADP
ital-13279	298	56	an	an	DET
ital-13279	298	57	automated	automated	ADJ
ital-13279	298	58	manner	manner	NOUN
ital-13279	298	59	.	.	PUNCT
ital-13279	299	1	acknowledgments	acknowledgment	VERB
ital-13279	299	2	funding	funding	NOUN
ital-13279	299	3	statement	statement	NOUN
ital-13279	299	4	this	this	DET
ital-13279	299	5	work	work	NOUN
ital-13279	299	6	was	be	AUX
ital-13279	299	7	supported	support	VERB
ital-13279	299	8	by	by	ADP
ital-13279	299	9	the	the	DET
ital-13279	299	10	general	general	ADJ
ital-13279	299	11	program	program	NOUN
ital-13279	299	12	of	of	ADP
ital-13279	299	13	the	the	DET
ital-13279	299	14	national	national	ADJ
ital-13279	299	15	natural	natural	ADJ
ital-13279	299	16	science	science	PROPN
ital-13279	299	17	foundation	foundation	PROPN
ital-13279	299	18	of	of	ADP
ital-13279	299	19	china	china	PROPN
ital-13279	300	1	[	[	PUNCT
ital-13279	300	2	grant	grant	NOUN
ital-13279	300	3	number	number	NOUN
ital-13279	300	4	72074060	72074060	NUM
ital-13279	300	5	]	]	PUNCT
ital-13279	300	6	,	,	PUNCT
ital-13279	300	7	the	the	DET
ital-13279	300	8	research	research	NOUN
ital-13279	300	9	foundation	foundation	NOUN
ital-13279	300	10	of	of	ADP
ital-13279	300	11	the	the	DET
ital-13279	300	12	ministry	ministry	PROPN
ital-13279	300	13	of	of	ADP
ital-13279	300	14	education	education	PROPN
ital-13279	300	15	of	of	ADP
ital-13279	300	16	china	china	PROPN
ital-13279	300	17	[	[	X
ital-13279	300	18	grant	grant	NOUN
ital-13279	300	19	number	number	NOUN
ital-13279	300	20	20jhq012	20jhq012	NUM
ital-13279	300	21	]	]	PUNCT
ital-13279	300	22	,	,	PUNCT
ital-13279	300	23	and	and	CCONJ
ital-13279	300	24	the	the	DET
ital-13279	300	25	national	national	ADJ
ital-13279	300	26	social	social	PROPN
ital-13279	300	27	science	science	PROPN
ital-13279	300	28	fund	fund	PROPN
ital-13279	300	29	of	of	ADP
ital-13279	300	30	china	china	PROPN
ital-13279	300	31	[	[	X
ital-13279	300	32	grant	grant	NOUN
ital-13279	300	33	number	number	NOUN
ital-13279	300	34	16btq089	16btq089	NUM
ital-13279	300	35	]	]	PUNCT
ital-13279	300	36	.	.	PUNCT
ital-13279	301	1	data	datum	NOUN
ital-13279	301	2	accessibility	accessibility	NOUN
ital-13279	301	3	the	the	DET
ital-13279	301	4	data	data	NOUN
ital-13279	301	5	sets	set	NOUN
ital-13279	301	6	supporting	support	VERB
ital-13279	301	7	this	this	DET
ital-13279	301	8	article	article	NOUN
ital-13279	301	9	have	have	AUX
ital-13279	301	10	been	be	AUX
ital-13279	301	11	uploaded	upload	VERB
ital-13279	301	12	as	as	ADP
ital-13279	301	13	part	part	NOUN
ital-13279	301	14	of	of	ADP
ital-13279	301	15	the	the	DET
ital-13279	301	16	supplementary	supplementary	ADJ
ital-13279	301	17	material	material	NOUN
ital-13279	301	18	.	.	PUNCT
ital-13279	302	1	https://drive.google.com/drive/folders/1bzs17otruyva_qkbshmf836ygdti40y0?usp=sharing	https://drive.google.com/drive/folders/1bzs17otruyva_qkbshmf836ygdti40y0?usp=share	VERB
ital-13279	302	2	https://drive.google.com/drive/folders/1bzs17otruyva_qkbshmf836ygdti40y0?usp=sharing	https://drive.google.com/drive/folders/1bzs17otruyva_qkbshmf836ygdti40y0?usp=share	VERB
ital-13279	302	3	information	information	NOUN
ital-13279	302	4	technology	technology	NOUN
ital-13279	302	5	and	and	CCONJ
ital-13279	302	6	libraries	library	NOUN
ital-13279	302	7	september	september	PROPN
ital-13279	302	8	2021	2021	NUM
ital-13279	302	9	text	text	NOUN
ital-13279	302	10	analysis	analysis	NOUN
ital-13279	302	11	and	and	CCONJ
ital-13279	302	12	visualization	visualization	NOUN
ital-13279	302	13	research	research	NOUN
ital-13279	302	14	on	on	ADP
ital-13279	302	15	the	the	DET
ital-13279	302	16	hetu	hetu	PROPN
ital-13279	302	17	dangse	dangse	PROPN
ital-13279	302	18	|	|	PROPN
ital-13279	302	19	wang	wang	PROPN
ital-13279	302	20	,	,	PUNCT
ital-13279	302	21	wu	wu	PROPN
ital-13279	302	22	,	,	PUNCT
ital-13279	302	23	yu	yu	PROPN
ital-13279	302	24	,	,	PUNCT
ital-13279	302	25	and	and	CCONJ
ital-13279	302	26	song	song	NOUN
ital-13279	302	27	22	22	NUM
ital-13279	302	28	competing	compete	VERB
ital-13279	302	29	interests	interest	NOUN
ital-13279	302	30	we	we	PRON
ital-13279	302	31	have	have	VERB
ital-13279	302	32	no	no	DET
ital-13279	302	33	competing	compete	VERB
ital-13279	302	34	interests	interest	NOUN
ital-13279	302	35	.	.	PUNCT
ital-13279	303	1	endnotes	endnote	NOUN
ital-13279	303	2	1	1	NUM
ital-13279	303	3	wang	wang	PROPN
ital-13279	303	4	tao	tao	PROPN
ital-13279	303	5	,	,	PUNCT
ital-13279	303	6	“	"	PUNCT
ital-13279	303	7	data	data	NOUN
ital-13279	303	8	mining	mining	NOUN
ital-13279	303	9	of	of	ADP
ital-13279	303	10	german	german	ADJ
ital-13279	303	11	historical	historical	ADJ
ital-13279	303	12	documents	document	NOUN
ital-13279	303	13	in	in	ADP
ital-13279	303	14	the	the	DET
ital-13279	303	15	18th	18th	ADJ
ital-13279	303	16	century	century	NOUN
ital-13279	303	17	,	,	PUNCT
ital-13279	303	18	taking	take	VERB
ital-13279	303	19	topic	topic	NOUN
ital-13279	303	20	models	model	NOUN
ital-13279	303	21	as	as	ADP
ital-13279	303	22	examples	example	NOUN
ital-13279	303	23	,	,	PUNCT
ital-13279	303	24	”	"	PUNCT
ital-13279	303	25	xuehai	xuehai	PROPN
ital-13279	303	26	1	1	NUM
ital-13279	303	27	,	,	PUNCT
ital-13279	303	28	no	no	NOUN
ital-13279	303	29	.	.	NOUN
ital-13279	303	30	20	20	NUM
ital-13279	303	31	(	(	PUNCT
ital-13279	303	32	2017	2017	NUM
ital-13279	303	33	):	):	PUNCT
ital-13279	303	34	206–16	206–16	NUM
ital-13279	303	35	,	,	PUNCT
ital-13279	303	36	https://doi.org/10.16091/j.cnki.cn321308/c.2017.01.021	https://doi.org/10.16091/j.cnki.cn321308/c.2017.01.021	NOUN
ital-13279	303	37	.	.	PUNCT
ital-13279	304	1	2	2	NUM
ital-13279	304	2	kaixu	kaixu	PROPN
ital-13279	304	3	zhang	zhang	PROPN
ital-13279	304	4	and	and	CCONJ
ital-13279	304	5	yunqing	yunqing	PROPN
ital-13279	304	6	xia	xia	PROPN
ital-13279	304	7	,	,	PUNCT
ital-13279	304	8	“	"	PUNCT
ital-13279	304	9	crf	crf	PROPN
ital-13279	304	10	-	-	PUNCT
ital-13279	304	11	based	base	VERB
ital-13279	304	12	approach	approach	NOUN
ital-13279	304	13	to	to	PART
ital-13279	304	14	sentence	sentence	NOUN
ital-13279	304	15	segmentation	segmentation	NOUN
ital-13279	304	16	and	and	CCONJ
ital-13279	304	17	punctuation	punctuation	NOUN
ital-13279	304	18	for	for	ADP
ital-13279	304	19	ancient	ancient	ADJ
ital-13279	304	20	chinese	chinese	ADJ
ital-13279	304	21	prose	prose	NOUN
ital-13279	304	22	,	,	PUNCT
ital-13279	304	23	”	"	PUNCT
ital-13279	304	24	journal	journal	NOUN
ital-13279	304	25	of	of	ADP
ital-13279	304	26	tsinghua	tsinghua	PROPN
ital-13279	304	27	university	university	PROPN
ital-13279	304	28	(	(	PUNCT
ital-13279	304	29	science	science	NOUN
ital-13279	304	30	and	and	CCONJ
ital-13279	304	31	technology	technology	NOUN
ital-13279	304	32	)	)	PUNCT
ital-13279	304	33	10	10	NUM
ital-13279	304	34	,	,	PUNCT
ital-13279	304	35	no	no	NOUN
ital-13279	304	36	.	.	PROPN
ital-13279	304	37	27	27	NUM
ital-13279	304	38	(	(	PUNCT
ital-13279	304	39	2009	2009	NUM
ital-13279	304	40	):	):	SYM
ital-13279	304	41	39–49	39–49	NUM
ital-13279	304	42	,	,	PUNCT
ital-13279	304	43	https://doi.org/10.16511/j.cnki.qhdxxb.2009.10.027	https://doi.org/10.16511/j.cnki.qhdxxb.2009.10.027	X
ital-13279	304	44	.	.	PROPN
ital-13279	304	45	3	3	NUM
ital-13279	304	46	michael	michael	PROPN
ital-13279	304	47	stauffer	stauffer	PROPN
ital-13279	304	48	,	,	PUNCT
ital-13279	304	49	andreas	andreas	PROPN
ital-13279	304	50	fischer	fischer	PROPN
ital-13279	304	51	,	,	PUNCT
ital-13279	304	52	and	and	CCONJ
ital-13279	304	53	kaspar	kaspar	PROPN
ital-13279	304	54	riesen	riesen	PROPN
ital-13279	304	55	,	,	PUNCT
ital-13279	304	56	“	"	PUNCT
ital-13279	304	57	keyword	keyword	NOUN
ital-13279	304	58	spotting	spot	VERB
ital-13279	304	59	in	in	ADP
ital-13279	304	60	historical	historical	ADJ
ital-13279	304	61	handwritten	handwritten	ADJ
ital-13279	304	62	documents	document	NOUN
ital-13279	304	63	based	base	VERB
ital-13279	304	64	on	on	ADP
ital-13279	304	65	graph	graph	NOUN
ital-13279	304	66	matching	matching	NOUN
ital-13279	304	67	,	,	PUNCT
ital-13279	304	68	”	"	PUNCT
ital-13279	304	69	pattern	pattern	NOUN
ital-13279	304	70	recognition	recognition	NOUN
ital-13279	304	71	81	81	NUM
ital-13279	304	72	(	(	PUNCT
ital-13279	304	73	2018	2018	NUM
ital-13279	304	74	):	):	PUNCT
ital-13279	304	75	240–53	240–53	NUM
ital-13279	304	76	,	,	PUNCT
ital-13279	304	77	https://doi.org/10.1016/j.patcog.2018.04.001	https://doi.org/10.1016/j.patcog.2018.04.001	PROPN
ital-13279	304	78	;	;	PUNCT
ital-13279	304	79	wu	wu	PROPN
ital-13279	304	80	sihang	sihang	PROPN
ital-13279	304	81	et	et	PROPN
ital-13279	304	82	al	al	PROPN
ital-13279	304	83	.	.	PROPN
ital-13279	304	84	,	,	PUNCT
ital-13279	304	85	“	"	PUNCT
ital-13279	304	86	precise	precise	ADJ
ital-13279	304	87	detection	detection	NOUN
ital-13279	304	88	of	of	ADP
ital-13279	304	89	chinese	chinese	ADJ
ital-13279	304	90	characters	character	NOUN
ital-13279	304	91	in	in	ADP
ital-13279	304	92	historical	historical	ADJ
ital-13279	304	93	documents	document	NOUN
ital-13279	304	94	with	with	ADP
ital-13279	304	95	deep	deep	ADJ
ital-13279	304	96	reinforcement	reinforcement	NOUN
ital-13279	304	97	learning	learning	NOUN
ital-13279	304	98	,	,	PUNCT
ital-13279	304	99	”	"	PUNCT
ital-13279	304	100	pattern	pattern	NOUN
ital-13279	304	101	recognition	recognition	NOUN
ital-13279	304	102	107	107	NUM
ital-13279	304	103	(	(	PUNCT
ital-13279	304	104	2020	2020	NUM
ital-13279	304	105	):	):	SYM
ital-13279	304	106	107503	107503	NUM
ital-13279	304	107	,	,	PUNCT
ital-13279	304	108	https://doi.org/10.1016/j.patcog.2020.107503	https://doi.org/10.1016/j.patcog.2020.107503	PROPN
ital-13279	304	109	.	.	PROPN
ital-13279	304	110	4	4	NUM
ital-13279	304	111	renata	renata	NOUN
ital-13279	304	112	solar	solar	ADJ
ital-13279	304	113	and	and	CCONJ
ital-13279	304	114	dalibor	dalibor	PROPN
ital-13279	304	115	radovan	radovan	PROPN
ital-13279	304	116	,	,	PUNCT
ital-13279	304	117	“	"	PUNCT
ital-13279	304	118	use	use	NOUN
ital-13279	304	119	of	of	ADP
ital-13279	304	120	gis	gis	PROPN
ital-13279	304	121	for	for	ADP
ital-13279	304	122	presentation	presentation	NOUN
ital-13279	304	123	of	of	ADP
ital-13279	304	124	the	the	DET
ital-13279	304	125	map	map	NOUN
ital-13279	304	126	and	and	CCONJ
ital-13279	304	127	pictorial	pictorial	ADJ
ital-13279	304	128	collection	collection	NOUN
ital-13279	304	129	of	of	ADP
ital-13279	304	130	the	the	DET
ital-13279	304	131	national	national	ADJ
ital-13279	304	132	and	and	CCONJ
ital-13279	304	133	university	university	NOUN
ital-13279	304	134	library	library	NOUN
ital-13279	304	135	of	of	ADP
ital-13279	304	136	slovenia	slovenia	PROPN
ital-13279	304	137	,	,	PUNCT
ital-13279	304	138	”	"	PUNCT
ital-13279	304	139	information	information	NOUN
ital-13279	304	140	technology	technology	NOUN
ital-13279	304	141	and	and	CCONJ
ital-13279	304	142	libraries	library	NOUN
ital-13279	304	143	24	24	NUM
ital-13279	304	144	,	,	PUNCT
ital-13279	304	145	no	no	INTJ
ital-13279	304	146	.	.	NOUN
ital-13279	304	147	4	4	NUM
ital-13279	304	148	(	(	PUNCT
ital-13279	304	149	2005	2005	NUM
ital-13279	304	150	):	):	SYM
ital-13279	304	151	196–200	196–200	NUM
ital-13279	304	152	,	,	PUNCT
ital-13279	304	153	https://doi.org/10.6017/ital.v24i4.3385	https://doi.org/10.6017/ital.v24i4.3385	NUM
ital-13279	304	154	.	.	PUNCT
ital-13279	305	1	5	5	NUM
ital-13279	305	2	shaochun	shaochun	PROPN
ital-13279	305	3	dong	dong	PROPN
ital-13279	305	4	et	et	PROPN
ital-13279	305	5	al	al	PROPN
ital-13279	305	6	.	.	PROPN
ital-13279	305	7	,	,	PUNCT
ital-13279	305	8	“	"	PUNCT
ital-13279	305	9	semantic	semantic	ADJ
ital-13279	305	10	enhanced	enhance	VERB
ital-13279	305	11	webgis	webgis	NOUN
ital-13279	305	12	approach	approach	NOUN
ital-13279	305	13	to	to	PART
ital-13279	305	14	visualize	visualize	VERB
ital-13279	305	15	chinese	chinese	ADJ
ital-13279	305	16	historical	historical	ADJ
ital-13279	305	17	natural	natural	ADJ
ital-13279	305	18	hazards	hazard	NOUN
ital-13279	305	19	,	,	PUNCT
ital-13279	305	20	”	"	PUNCT
ital-13279	305	21	journal	journal	NOUN
ital-13279	305	22	of	of	ADP
ital-13279	305	23	cultural	cultural	ADJ
ital-13279	305	24	heritage	heritage	NOUN
ital-13279	305	25	14	14	NUM
ital-13279	305	26	,	,	PUNCT
ital-13279	305	27	no	no	INTJ
ital-13279	305	28	.	.	NOUN
ital-13279	305	29	3	3	NUM
ital-13279	305	30	(	(	PUNCT
ital-13279	305	31	2013	2013	NUM
ital-13279	305	32	):	):	PUNCT
ital-13279	305	33	181–89	181–89	PROPN
ital-13279	305	34	,	,	PUNCT
ital-13279	305	35	https://doi.org/10.1016/j.culher.2012.06.009	https://doi.org/10.1016/j.culher.2012.06.009	X
ital-13279	305	36	;	;	PUNCT
ital-13279	305	37	jakub	jakub	ADJ
ital-13279	305	38	kuna	kuna	NOUN
ital-13279	305	39	and	and	CCONJ
ital-13279	305	40	łukasz	łukasz	NOUN
ital-13279	305	41	kowalski	kowalski	ADJ
ital-13279	305	42	,	,	PUNCT
ital-13279	305	43	“	"	PUNCT
ital-13279	305	44	exploring	explore	VERB
ital-13279	305	45	a	a	DET
ital-13279	305	46	non	non	ADJ
ital-13279	305	47	-	-	ADJ
ital-13279	305	48	existent	existent	ADJ
ital-13279	305	49	city	city	NOUN
ital-13279	305	50	via	via	ADP
ital-13279	305	51	historical	historical	ADJ
ital-13279	305	52	gis	gis	PROPN
ital-13279	305	53	system	system	NOUN
ital-13279	305	54	by	by	ADP
ital-13279	305	55	the	the	DET
ital-13279	305	56	example	example	NOUN
ital-13279	305	57	of	of	ADP
ital-13279	305	58	the	the	DET
ital-13279	305	59	jewish	jewish	ADJ
ital-13279	305	60	district	district	NOUN
ital-13279	305	61	‘	'	PUNCT
ital-13279	305	62	podzamcze	podzamcze	NOUN
ital-13279	305	63	’	'	PUNCT
ital-13279	305	64	in	in	ADP
ital-13279	305	65	lublin	lublin	PROPN
ital-13279	305	66	(	(	PUNCT
ital-13279	305	67	poland	poland	PROPN
ital-13279	305	68	)	)	PUNCT
ital-13279	305	69	,	,	PUNCT
ital-13279	305	70	”	"	PUNCT
ital-13279	305	71	journal	journal	NOUN
ital-13279	305	72	of	of	ADP
ital-13279	305	73	cultural	cultural	ADJ
ital-13279	305	74	heritage	heritage	NOUN
ital-13279	305	75	46	46	NUM
ital-13279	305	76	(	(	PUNCT
ital-13279	305	77	2020	2020	NUM
ital-13279	305	78	):	):	PUNCT
ital-13279	305	79	328–34	328–34	NUM
ital-13279	305	80	,	,	PUNCT
ital-13279	305	81	https://doi.org/10.1016/j.culher.2020.07.010	https://doi.org/10.1016/j.culher.2020.07.010	NOUN
ital-13279	305	82	.	.	PROPN
ital-13279	305	83	6	6	NUM
ital-13279	305	84	aleksandrs	aleksandrs	PROPN
ital-13279	305	85	ivanovs	ivanovs	PROPN
ital-13279	305	86	and	and	CCONJ
ital-13279	305	87	aleksey	aleksey	PROPN
ital-13279	305	88	varfolomeyev	varfolomeyev	PROPN
ital-13279	305	89	,	,	PUNCT
ital-13279	305	90	“	"	PUNCT
ital-13279	305	91	service	service	NOUN
ital-13279	305	92	-	-	PUNCT
ital-13279	305	93	oriented	orient	VERB
ital-13279	305	94	architecture	architecture	NOUN
ital-13279	305	95	of	of	ADP
ital-13279	305	96	intelligent	intelligent	ADJ
ital-13279	305	97	environment	environment	NOUN
ital-13279	305	98	for	for	ADP
ital-13279	305	99	historical	historical	ADJ
ital-13279	305	100	records	record	NOUN
ital-13279	305	101	studies	study	NOUN
ital-13279	305	102	,	,	PUNCT
ital-13279	305	103	”	"	PUNCT
ital-13279	305	104	procedia	procedia	PROPN
ital-13279	305	105	computer	computer	PROPN
ital-13279	305	106	science	science	PROPN
ital-13279	305	107	104	104	NUM
ital-13279	305	108	(	(	PUNCT
ital-13279	305	109	2017	2017	NUM
ital-13279	305	110	):	):	SYM
ital-13279	305	111	57–64	57–64	PROPN
ital-13279	305	112	,	,	PUNCT
ital-13279	305	113	http://doi.org/10.1016/j.procs.2017.01.062	http://doi.org/10.1016/j.procs.2017.01.062	NUM
ital-13279	305	114	;	;	PUNCT
ital-13279	305	115	guus	guus	PROPN
ital-13279	305	116	schreiber	schreiber	PROPN
ital-13279	305	117	et	et	PROPN
ital-13279	305	118	al	al	PROPN
ital-13279	305	119	.	.	PROPN
ital-13279	305	120	,	,	PUNCT
ital-13279	305	121	“	"	PUNCT
ital-13279	305	122	semantic	semantic	ADJ
ital-13279	305	123	annotation	annotation	NOUN
ital-13279	305	124	and	and	CCONJ
ital-13279	305	125	search	search	NOUN
ital-13279	305	126	of	of	ADP
ital-13279	305	127	cultural	cultural	ADJ
ital-13279	305	128	-	-	PUNCT
ital-13279	305	129	heritage	heritage	NOUN
ital-13279	305	130	collections	collection	NOUN
ital-13279	305	131	:	:	PUNCT
ital-13279	305	132	the	the	DET
ital-13279	305	133	multimedian	multimedian	PROPN
ital-13279	305	134	e	e	NOUN
ital-13279	305	135	-	-	NOUN
ital-13279	305	136	culture	culture	ADJ
ital-13279	305	137	demonstrator	demonstrator	NOUN
ital-13279	305	138	,	,	PUNCT
ital-13279	305	139	”	"	PUNCT
ital-13279	305	140	journal	journal	NOUN
ital-13279	305	141	of	of	ADP
ital-13279	305	142	web	web	NOUN
ital-13279	305	143	semantics	semantic	NOUN
ital-13279	305	144	6	6	NUM
ital-13279	305	145	,	,	PUNCT
ital-13279	305	146	no	no	NOUN
ital-13279	305	147	.	.	NOUN
ital-13279	305	148	4	4	NUM
ital-13279	305	149	(	(	PUNCT
ital-13279	305	150	2008	2008	NUM
ital-13279	305	151	):	):	PUNCT
ital-13279	305	152	243–49	243–49	NUM
ital-13279	305	153	,	,	PUNCT
ital-13279	305	154	https://doi.org/10.1016/j.websem.2008.08.001	https://doi.org/10.1016/j.websem.2008.08.001	PROPN
ital-13279	305	155	.	.	PUNCT
ital-13279	306	1	7	7	NUM
ital-13279	306	2	m	m	NOUN
ital-13279	306	3	kim	kim	PROPN
ital-13279	306	4	et	et	PROPN
ital-13279	306	5	al	al	PROPN
ital-13279	306	6	.	.	PROPN
ital-13279	306	7	,	,	PUNCT
ital-13279	306	8	“	"	PUNCT
ital-13279	306	9	inference	inference	NOUN
ital-13279	306	10	on	on	ADP
ital-13279	306	11	historical	historical	ADJ
ital-13279	306	12	factions	faction	NOUN
ital-13279	306	13	based	base	VERB
ital-13279	306	14	on	on	ADP
ital-13279	306	15	multi	multi	ADJ
ital-13279	306	16	-	-	ADJ
ital-13279	306	17	layered	layered	ADJ
ital-13279	306	18	network	network	NOUN
ital-13279	306	19	of	of	ADP
ital-13279	306	20	historical	historical	ADJ
ital-13279	306	21	figures	figure	NOUN
ital-13279	306	22	,	,	PUNCT
ital-13279	306	23	”	"	PUNCT
ital-13279	306	24	expert	expert	NOUN
ital-13279	306	25	systems	system	NOUN
ital-13279	306	26	with	with	ADP
ital-13279	306	27	applications	application	NOUN
ital-13279	306	28	161	161	NUM
ital-13279	306	29	(	(	PUNCT
ital-13279	306	30	2020	2020	NUM
ital-13279	306	31	):	):	SYM
ital-13279	306	32	113703	113703	NUM
ital-13279	306	33	,	,	PUNCT
ital-13279	306	34	http://doi.org/10.1016/j.eswa.2020.113703	http://doi.org/10.1016/j.eswa.2020.113703	PROPN
ital-13279	306	35	.	.	PROPN
ital-13279	306	36	8	8	NUM
ital-13279	306	37	hobson	hobson	PROPN
ital-13279	306	38	lane	lane	PROPN
ital-13279	306	39	,	,	PUNCT
ital-13279	306	40	cole	cole	PROPN
ital-13279	306	41	howard	howard	PROPN
ital-13279	306	42	,	,	PUNCT
ital-13279	306	43	hannes	hannes	PROPN
ital-13279	306	44	hapke	hapke	PROPN
ital-13279	306	45	,	,	PUNCT
ital-13279	306	46	natural	natural	ADJ
ital-13279	306	47	language	language	NOUN
ital-13279	306	48	processing	processing	NOUN
ital-13279	306	49	in	in	ADP
ital-13279	306	50	action	action	NOUN
ital-13279	306	51	:	:	PUNCT
ital-13279	306	52	understanding	understanding	NOUN
ital-13279	306	53	,	,	PUNCT
ital-13279	306	54	analyzing	analyze	VERB
ital-13279	306	55	,	,	PUNCT
ital-13279	306	56	and	and	CCONJ
ital-13279	306	57	generating	generate	VERB
ital-13279	306	58	text	text	NOUN
ital-13279	306	59	with	with	ADP
ital-13279	306	60	python	python	PROPN
ital-13279	306	61	(	(	PUNCT
ital-13279	306	62	new	new	PROPN
ital-13279	306	63	york	york	PROPN
ital-13279	306	64	:	:	PUNCT
ital-13279	306	65	manning	man	VERB
ital-13279	306	66	publications	publication	NOUN
ital-13279	306	67	,	,	PUNCT
ital-13279	306	68	2019	2019	NUM
ital-13279	306	69	)	)	PUNCT
ital-13279	306	70	,	,	PUNCT
ital-13279	306	71	165	165	NUM
ital-13279	306	72	.	.	SYM
ital-13279	307	1	9	9	NUM
ital-13279	307	2	laurens	laurens	PROPN
ital-13279	307	3	van	van	PROPN
ital-13279	307	4	der	der	PROPN
ital-13279	307	5	maaten	maaten	PROPN
ital-13279	307	6	,	,	PUNCT
ital-13279	307	7	eric	eric	PROPN
ital-13279	307	8	postma	postma	PROPN
ital-13279	307	9	,	,	PUNCT
ital-13279	307	10	and	and	CCONJ
ital-13279	307	11	jaap	jaap	PROPN
ital-13279	307	12	van	van	PROPN
ital-13279	307	13	den	den	PROPN
ital-13279	307	14	herik	herik	PROPN
ital-13279	307	15	,	,	PUNCT
ital-13279	307	16	“	"	PUNCT
ital-13279	307	17	dimensionality	dimensionality	NOUN
ital-13279	307	18	reduction	reduction	NOUN
ital-13279	307	19	:	:	PUNCT
ital-13279	307	20	a	a	DET
ital-13279	307	21	comparative	comparative	ADJ
ital-13279	307	22	review	review	NOUN
ital-13279	307	23	,	,	PUNCT
ital-13279	307	24	”	"	PUNCT
ital-13279	307	25	tilburg	tilburg	PROPN
ital-13279	307	26	university	university	PROPN
ital-13279	307	27	technical	technical	ADJ
ital-13279	307	28	report	report	NOUN
ital-13279	307	29	,	,	PUNCT
ital-13279	307	30	ticc	ticc	PROPN
ital-13279	307	31	-	-	PUNCT
ital-13279	307	32	tr	tr	NOUN
ital-13279	307	33	2009	2009	NUM
ital-13279	307	34	-	-	SYM
ital-13279	307	35	005	005	NUM
ital-13279	307	36	(	(	PUNCT
ital-13279	307	37	2009	2009	NUM
ital-13279	307	38	)	)	PUNCT
ital-13279	307	39	,	,	PUNCT
ital-13279	307	40	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_200	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_200	PROPN
ital-13279	307	41	9.pdf	9.pdf	NOUN
ital-13279	307	42	.	.	PUNCT
ital-13279	308	1	https://doi.org/10.16091/j.cnki.cn32-1308/c.2017.01.021	https://doi.org/10.16091/j.cnki.cn32-1308/c.2017.01.021	PROPN
ital-13279	308	2	https://doi.org/10.16091/j.cnki.cn32-1308/c.2017.01.021	https://doi.org/10.16091/j.cnki.cn32-1308/c.2017.01.021	PROPN
ital-13279	308	3	https://doi.org/10.16511/j.cnki.qhdxxb.2009.10.027	https://doi.org/10.16511/j.cnki.qhdxxb.2009.10.027	PUNCT
ital-13279	308	4	https://doi.org/	https://doi.org/	VERB
ital-13279	308	5	https://doi.org/10.1016/j.patcog.2018.04.001	https://doi.org/10.1016/j.patcog.2018.04.001	X
ital-13279	308	6	https://doi.org/10.1016/j.patcog.2020.107503	https://doi.org/10.1016/j.patcog.2020.107503	PROPN
ital-13279	308	7	https://doi.org/10.6017/ital.v24i4.3385	https://doi.org/10.6017/ital.v24i4.3385	X
ital-13279	308	8	https://doi.org/10.1016/j.culher.2012.06.009	https://doi.org/10.1016/j.culher.2012.06.009	VERB
ital-13279	308	9	https://doi.org/10.1016/j.culher.2020.07.010	https://doi.org/10.1016/j.culher.2020.07.010	X
ital-13279	308	10	http://doi.org/10.1016/j.procs.2017.01.062	http://doi.org/10.1016/j.procs.2017.01.062	X
ital-13279	308	11	https://doi.org/10.1016/j.websem.2008.08.001	https://doi.org/10.1016/j.websem.2008.08.001	VERB
ital-13279	308	12	http://doi.org/	http://doi.org/	NOUN
ital-13279	308	13	https://doi.org/10.1016/j.eswa.2020.113703	https://doi.org/10.1016/j.eswa.2020.113703	NOUN
ital-13279	308	14	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_2009.pdf	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_2009.pdf	NOUN
ital-13279	308	15	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_2009.pdf	https://lvdmaaten.github.io/publications/papers/tr_dimensionality_reduction_review_2009.pdf	NOUN
ital-13279	308	16	information	information	NOUN
ital-13279	308	17	technology	technology	NOUN
ital-13279	308	18	and	and	CCONJ
ital-13279	308	19	libraries	library	NOUN
ital-13279	308	20	september	september	PROPN
ital-13279	308	21	2021	2021	NUM
ital-13279	308	22	text	text	NOUN
ital-13279	308	23	analysis	analysis	NOUN
ital-13279	308	24	and	and	CCONJ
ital-13279	308	25	visualization	visualization	NOUN
ital-13279	308	26	research	research	NOUN
ital-13279	308	27	on	on	ADP
ital-13279	308	28	the	the	DET
ital-13279	308	29	hetu	hetu	PROPN
ital-13279	308	30	dangse	dangse	PROPN
ital-13279	308	31	|	|	PROPN
ital-13279	308	32	wang	wang	PROPN
ital-13279	308	33	,	,	PUNCT
ital-13279	308	34	wu	wu	PROPN
ital-13279	308	35	,	,	PUNCT
ital-13279	308	36	yu	yu	PROPN
ital-13279	308	37	,	,	PUNCT
ital-13279	308	38	and	and	CCONJ
ital-13279	308	39	song	song	NOUN
ital-13279	308	40	23	23	NUM
ital-13279	308	41	10	10	NUM
ital-13279	308	42	gavin	gavin	PROPN
ital-13279	308	43	hackeling	hackeling	PROPN
ital-13279	308	44	,	,	PUNCT
ital-13279	308	45	mastering	mastering	NOUN
ital-13279	308	46	machine	machine	NOUN
ital-13279	308	47	learning	learn	VERB
ital-13279	308	48	with	with	ADP
ital-13279	308	49	scikit	scikit	PROPN
ital-13279	308	50	-	-	PUNCT
ital-13279	308	51	learn	learn	NOUN
ital-13279	308	52	(	(	PUNCT
ital-13279	308	53	birmingham	birmingham	PROPN
ital-13279	308	54	:	:	PUNCT
ital-13279	308	55	packt	packt	PROPN
ital-13279	308	56	publishing	publishing	PROPN
ital-13279	308	57	,	,	PUNCT
ital-13279	308	58	2017	2017	NUM
ital-13279	308	59	)	)	PUNCT
ital-13279	308	60	.	.	PUNCT
ital-13279	309	1	11	11	NUM
ital-13279	309	2	richard	richard	PROPN
ital-13279	309	3	smiraglia	smiraglia	PROPN
ital-13279	309	4	,	,	PUNCT
ital-13279	309	5	domain	domain	VERB
ital-13279	309	6	analysis	analysis	NOUN
ital-13279	309	7	for	for	ADP
ital-13279	309	8	knowledge	knowledge	NOUN
ital-13279	309	9	organization	organization	NOUN
ital-13279	309	10	:	:	PUNCT
ital-13279	309	11	tools	tool	NOUN
ital-13279	309	12	for	for	ADP
ital-13279	309	13	ontology	ontology	NOUN
ital-13279	309	14	extraction	extraction	NOUN
ital-13279	309	15	(	(	PUNCT
ital-13279	309	16	oxford	oxford	PROPN
ital-13279	309	17	:	:	PUNCT
ital-13279	309	18	chandos	chando	NOUN
ital-13279	309	19	publishing	publishing	PROPN
ital-13279	309	20	,	,	PUNCT
ital-13279	309	21	2015	2015	NUM
ital-13279	309	22	)	)	PUNCT
ital-13279	309	23	.	.	PUNCT
ital-13279	310	1	12	12	NUM
ital-13279	310	2	kuo	kuo	PROPN
ital-13279	310	3	-	-	PUNCT
ital-13279	310	4	chung	chung	PROPN
ital-13279	310	5	chu	chu	PROPN
ital-13279	310	6	,	,	PUNCT
ital-13279	310	7	hsin	hsin	PROPN
ital-13279	310	8	-	-	PUNCT
ital-13279	310	9	ke	ke	PROPN
ital-13279	310	10	lu	lu	PROPN
ital-13279	310	11	,	,	PUNCT
ital-13279	310	12	and	and	CCONJ
ital-13279	310	13	wen	wen	PROPN
ital-13279	310	14	-	-	PROPN
ital-13279	310	15	i	i	PRON
ital-13279	310	16	liu	liu	PROPN
ital-13279	310	17	,	,	PUNCT
ital-13279	310	18	“	"	PUNCT
ital-13279	310	19	identifying	identify	VERB
ital-13279	310	20	emerging	emerge	VERB
ital-13279	310	21	relationship	relationship	NOUN
ital-13279	310	22	in	in	ADP
ital-13279	310	23	healthcare	healthcare	NOUN
ital-13279	310	24	domain	domain	NOUN
ital-13279	310	25	journals	journal	NOUN
ital-13279	310	26	via	via	ADP
ital-13279	310	27	citation	citation	NOUN
ital-13279	310	28	network	network	NOUN
ital-13279	310	29	analysis	analysis	NOUN
ital-13279	310	30	,	,	PUNCT
ital-13279	310	31	”	"	PUNCT
ital-13279	310	32	information	information	NOUN
ital-13279	310	33	technology	technology	NOUN
ital-13279	310	34	and	and	CCONJ
ital-13279	310	35	libraries	library	NOUN
ital-13279	310	36	37	37	NUM
ital-13279	310	37	,	,	PUNCT
ital-13279	310	38	no	no	NOUN
ital-13279	310	39	.	.	NOUN
ital-13279	310	40	1	1	NUM
ital-13279	310	41	(	(	PUNCT
ital-13279	310	42	2018	2018	NUM
ital-13279	310	43	):	):	SYM
ital-13279	310	44	39–51	39–51	NUM
ital-13279	310	45	,	,	PUNCT
ital-13279	310	46	https://doi.org/10.6017/ital.v37i1.9595	https://doi.org/10.6017/ital.v37i1.9595	PROPN
ital-13279	310	47	.	.	PUNCT
ital-13279	311	1	13	13	NUM
ital-13279	311	2	archives	archive	NOUN
ital-13279	311	3	of	of	ADP
ital-13279	311	4	liaoning	liaone	VERB
ital-13279	311	5	province	province	NOUN
ital-13279	311	6	in	in	ADP
ital-13279	311	7	china	china	PROPN
ital-13279	311	8	,	,	PUNCT
ital-13279	311	9	“	"	PUNCT
ital-13279	311	10	the	the	DET
ital-13279	311	11	hetu	hetu	PROPN
ital-13279	311	12	dangse	dangse	PROPN
ital-13279	311	13	series	series	PROPN
ital-13279	311	14	archives	archive	NOUN
ital-13279	311	15	publication	publication	NOUN
ital-13279	311	16	,	,	PUNCT
ital-13279	311	17	”	"	PUNCT
ital-13279	311	18	qing	qing	PROPN
ital-13279	311	19	history	history	NOUN
ital-13279	311	20	research	research	NOUN
ital-13279	311	21	6	6	NUM
ital-13279	311	22	,	,	PUNCT
ital-13279	311	23	no	no	NOUN
ital-13279	311	24	.	.	NOUN
ital-13279	311	25	2	2	NUM
ital-13279	311	26	(	(	PUNCT
ital-13279	311	27	2009	2009	NUM
ital-13279	311	28	):	):	SYM
ital-13279	311	29	1	1	NUM
ital-13279	311	30	.	.	NUM
ital-13279	311	31	14	14	NUM
ital-13279	311	32	amit	amit	PROPN
ital-13279	311	33	kumar	kumar	PROPN
ital-13279	311	34	sharma	sharma	PROPN
ital-13279	311	35	,	,	PUNCT
ital-13279	311	36	sandeep	sandeep	PROPN
ital-13279	311	37	chaurasia	chaurasia	PROPN
ital-13279	311	38	,	,	PUNCT
ital-13279	311	39	and	and	CCONJ
ital-13279	311	40	devesh	devesh	PROPN
ital-13279	311	41	kumar	kumar	PROPN
ital-13279	311	42	srivastava	srivastava	PROPN
ital-13279	311	43	,	,	PUNCT
ital-13279	311	44	“	"	PUNCT
ital-13279	311	45	sentimental	sentimental	ADJ
ital-13279	311	46	short	short	ADJ
ital-13279	311	47	sentences	sentence	NOUN
ital-13279	311	48	classification	classification	VERB
ital-13279	311	49	by	by	ADP
ital-13279	311	50	using	use	VERB
ital-13279	311	51	cnn	cnn	PROPN
ital-13279	311	52	deep	deep	ADJ
ital-13279	311	53	learning	learning	NOUN
ital-13279	311	54	model	model	NOUN
ital-13279	311	55	with	with	ADP
ital-13279	311	56	fine	fine	ADJ
ital-13279	311	57	tuned	tune	VERB
ital-13279	311	58	word2vec	word2vec	NUM
ital-13279	311	59	,	,	PUNCT
ital-13279	311	60	”	"	PUNCT
ital-13279	311	61	procedia	procedia	PROPN
ital-13279	311	62	computer	computer	PROPN
ital-13279	311	63	science	science	PROPN
ital-13279	311	64	167	167	NUM
ital-13279	311	65	(	(	PUNCT
ital-13279	311	66	2020	2020	NUM
ital-13279	311	67	):	):	SYM
ital-13279	311	68	1139–47	1139–47	NUM
ital-13279	311	69	,	,	PUNCT
ital-13279	311	70	https://doi.org/10.1016/j.procs.2020.03.416	https://doi.org/10.1016/j.procs.2020.03.416	PROPN
ital-13279	311	71	.	.	PROPN
ital-13279	311	72	15	15	NUM
ital-13279	311	73	b	b	NOUN
ital-13279	311	74	hongxi	hongxi	NOUN
ital-13279	311	75	,	,	PUNCT
ital-13279	311	76	“	"	PUNCT
ital-13279	311	77	research	research	NOUN
ital-13279	311	78	on	on	ADP
ital-13279	311	79	the	the	DET
ital-13279	311	80	sanling	sanle	VERB
ital-13279	311	81	management	management	NOUN
ital-13279	311	82	institutions	institution	NOUN
ital-13279	311	83	of	of	ADP
ital-13279	311	84	the	the	DET
ital-13279	311	85	qing	qing	PROPN
ital-13279	311	86	dynasty	dynasty	NOUN
ital-13279	311	87	outside	outside	ADP
ital-13279	311	88	the	the	DET
ital-13279	311	89	pass	pass	NOUN
ital-13279	311	90	,	,	PUNCT
ital-13279	311	91	”	"	PUNCT
ital-13279	311	92	manchu	manchu	PROPN
ital-13279	311	93	minority	minority	NOUN
ital-13279	311	94	research	research	NOUN
ital-13279	311	95	4	4	NUM
ital-13279	311	96	,	,	PUNCT
ital-13279	311	97	no	no	NOUN
ital-13279	311	98	.	.	NOUN
ital-13279	311	99	12	12	NUM
ital-13279	311	100	(	(	PUNCT
ital-13279	311	101	1997	1997	NUM
ital-13279	311	102	):	):	SYM
ital-13279	311	103	38–56	38–56	NUM
ital-13279	311	104	.	.	PUNCT
ital-13279	312	1	16	16	NUM
ital-13279	312	2	guangli	guangli	PROPN
ital-13279	312	3	zhu	zhu	PROPN
ital-13279	312	4	et	et	PROPN
ital-13279	312	5	al	al	PROPN
ital-13279	312	6	.	.	PROPN
ital-13279	312	7	,	,	PUNCT
ital-13279	312	8	“	"	PUNCT
ital-13279	312	9	building	build	VERB
ital-13279	312	10	multi	multi	ADJ
ital-13279	312	11	-	-	ADJ
ital-13279	312	12	subtopic	subtopic	ADJ
ital-13279	312	13	bi	bi	ADJ
ital-13279	312	14	-	-	ADJ
ital-13279	312	15	level	level	ADJ
ital-13279	312	16	network	network	NOUN
ital-13279	312	17	for	for	ADP
ital-13279	312	18	micro	micro	NOUN
ital-13279	312	19	-	-	NOUN
ital-13279	312	20	blog	blog	NOUN
ital-13279	312	21	hot	hot	ADJ
ital-13279	312	22	topic	topic	NOUN
ital-13279	312	23	based	base	VERB
ital-13279	312	24	on	on	ADP
ital-13279	312	25	feature	feature	NOUN
ital-13279	312	26	co	co	NOUN
ital-13279	312	27	-	-	NOUN
ital-13279	312	28	occurrence	occurrence	NOUN
ital-13279	312	29	and	and	CCONJ
ital-13279	312	30	semantic	semantic	ADJ
ital-13279	312	31	community	community	NOUN
ital-13279	312	32	division	division	NOUN
ital-13279	312	33	,	,	PUNCT
ital-13279	312	34	”	"	PUNCT
ital-13279	312	35	journal	journal	NOUN
ital-13279	312	36	of	of	ADP
ital-13279	312	37	network	network	NOUN
ital-13279	312	38	and	and	CCONJ
ital-13279	312	39	computer	computer	NOUN
ital-13279	312	40	applications	application	NOUN
ital-13279	312	41	170	170	NUM
ital-13279	312	42	(	(	PUNCT
ital-13279	312	43	2020	2020	NUM
ital-13279	312	44	):	):	SYM
ital-13279	312	45	102815	102815	NUM
ital-13279	312	46	,	,	PUNCT
ital-13279	312	47	https://doi.org/10.1016/j.jnca.2020.102815	https://doi.org/10.1016/j.jnca.2020.102815	PROPN
ital-13279	312	48	.	.	PUNCT
ital-13279	312	49	17	17	NUM
ital-13279	312	50	s.	s.	PROPN
ital-13279	312	51	ravikumar	ravikumar	PROPN
ital-13279	312	52	,	,	PUNCT
ital-13279	312	53	ashutosh	ashutosh	PROPN
ital-13279	312	54	agrahari	agrahari	PROPN
ital-13279	312	55	,	,	PUNCT
ital-13279	312	56	and	and	CCONJ
ital-13279	312	57	s.	s.	PROPN
ital-13279	312	58	n.	n.	PROPN
ital-13279	312	59	singh	singh	PROPN
ital-13279	312	60	,	,	PUNCT
ital-13279	312	61	“	"	PUNCT
ital-13279	312	62	mapping	map	VERB
ital-13279	312	63	the	the	DET
ital-13279	312	64	intellectual	intellectual	ADJ
ital-13279	312	65	structure	structure	NOUN
ital-13279	312	66	of	of	ADP
ital-13279	312	67	scientometrics	scientometric	NOUN
ital-13279	312	68	:	:	PUNCT
ital-13279	312	69	a	a	DET
ital-13279	312	70	co	co	NOUN
ital-13279	312	71	-	-	NOUN
ital-13279	312	72	word	word	ADJ
ital-13279	312	73	analysis	analysis	NOUN
ital-13279	312	74	of	of	ADP
ital-13279	312	75	the	the	DET
ital-13279	312	76	journal	journal	NOUN
ital-13279	312	77	scientometrics	scientometric	NOUN
ital-13279	312	78	(	(	PUNCT
ital-13279	312	79	2005–2010	2005–2010	NUM
ital-13279	312	80	)	)	PUNCT
ital-13279	312	81	,	,	PUNCT
ital-13279	312	82	”	"	PUNCT
ital-13279	312	83	scientometrics	scientometric	NOUN
ital-13279	312	84	102	102	NUM
ital-13279	312	85	(	(	PUNCT
ital-13279	312	86	2015	2015	NUM
ital-13279	312	87	):	):	SYM
ital-13279	312	88	929–55	929–55	NUM
ital-13279	312	89	,	,	PUNCT
ital-13279	312	90	https://doi.org/10.1007/s11192-014-1402-8	https://doi.org/10.1007/s11192-014-1402-8	PROPN
ital-13279	312	91	.	.	PUNCT
ital-13279	313	1	18	18	NUM
ital-13279	313	2	jiming	jime	VERB
ital-13279	313	3	hu	hu	PROPN
ital-13279	313	4	and	and	CCONJ
ital-13279	313	5	yin	yin	PROPN
ital-13279	313	6	zhang	zhang	PROPN
ital-13279	313	7	,	,	PUNCT
ital-13279	313	8	“	"	PUNCT
ital-13279	313	9	research	research	NOUN
ital-13279	313	10	patterns	pattern	NOUN
ital-13279	313	11	and	and	CCONJ
ital-13279	313	12	trends	trend	NOUN
ital-13279	313	13	of	of	ADP
ital-13279	313	14	recommendation	recommendation	NOUN
ital-13279	313	15	system	system	NOUN
ital-13279	313	16	in	in	ADP
ital-13279	313	17	china	china	PROPN
ital-13279	313	18	using	use	VERB
ital-13279	313	19	co	co	NOUN
ital-13279	313	20	-	-	NOUN
ital-13279	313	21	word	word	ADJ
ital-13279	313	22	analysis	analysis	NOUN
ital-13279	313	23	,	,	PUNCT
ital-13279	313	24	”	"	PUNCT
ital-13279	313	25	information	information	NOUN
ital-13279	313	26	processing	processing	NOUN
ital-13279	313	27	and	and	CCONJ
ital-13279	313	28	management	management	NOUN
ital-13279	313	29	51	51	NUM
ital-13279	313	30	,	,	PUNCT
ital-13279	313	31	no	no	NOUN
ital-13279	313	32	.	.	NOUN
ital-13279	313	33	4	4	NUM
ital-13279	313	34	(	(	PUNCT
ital-13279	313	35	2015	2015	NUM
ital-13279	313	36	):	):	SYM
ital-13279	313	37	329–39	329–39	NUM
ital-13279	313	38	,	,	PUNCT
ital-13279	313	39	https://doi.org/10.1016/j.ipm.2015.02.002	https://doi.org/10.1016/j.ipm.2015.02.002	PROPN
ital-13279	313	40	.	.	PUNCT
ital-13279	314	1	19	19	NUM
ital-13279	314	2	nees	nee	NOUN
ital-13279	314	3	jan	jan	PROPN
ital-13279	314	4	van	van	PROPN
ital-13279	314	5	eck	eck	PROPN
ital-13279	314	6	and	and	CCONJ
ital-13279	314	7	ludo	ludo	PROPN
ital-13279	314	8	waltman	waltman	PROPN
ital-13279	314	9	,	,	PUNCT
ital-13279	314	10	“	"	PUNCT
ital-13279	314	11	software	software	NOUN
ital-13279	314	12	survey	survey	NOUN
ital-13279	314	13	:	:	PUNCT
ital-13279	314	14	vosviewer	vosviewer	NOUN
ital-13279	314	15	,	,	PUNCT
ital-13279	314	16	a	a	DET
ital-13279	314	17	computer	computer	NOUN
ital-13279	314	18	program	program	NOUN
ital-13279	314	19	for	for	ADP
ital-13279	314	20	bibliometric	bibliometric	ADJ
ital-13279	314	21	mapping	mapping	NOUN
ital-13279	314	22	,	,	PUNCT
ital-13279	314	23	scientometrics	scientometric	NOUN
ital-13279	314	24	,	,	PUNCT
ital-13279	314	25	84	84	NUM
ital-13279	314	26	,	,	PUNCT
ital-13279	314	27	no	no	NOUN
ital-13279	314	28	.	.	NOUN
ital-13279	314	29	2	2	NUM
ital-13279	314	30	(	(	PUNCT
ital-13279	314	31	2010	2010	NUM
ital-13279	314	32	):	):	SYM
ital-13279	314	33	523–38	523–38	NUM
ital-13279	314	34	,	,	PUNCT
ital-13279	314	35	https://doi.org/10.1007/s11192-009-0146-3	https://doi.org/10.1007/s11192-009-0146-3	SPACE
ital-13279	314	36	.	.	PUNCT
ital-13279	315	1	20	20	NUM
ital-13279	315	2	z	z	PROPN
ital-13279	315	3	yanchang	yanchang	PROPN
ital-13279	315	4	and	and	CCONJ
ital-13279	315	5	l	l	PROPN
ital-13279	315	6	xinzhu	xinzhu	PROPN
ital-13279	315	7	,	,	PUNCT
ital-13279	315	8	“	"	PUNCT
ital-13279	315	9	the	the	DET
ital-13279	315	10	study	study	NOUN
ital-13279	315	11	of	of	ADP
ital-13279	315	12	the	the	DET
ital-13279	315	13	function	function	NOUN
ital-13279	315	14	of	of	ADP
ital-13279	315	15	shengjing	shengje	VERB
ital-13279	315	16	office	office	NOUN
ital-13279	315	17	from	from	ADP
ital-13279	315	18	the	the	DET
ital-13279	315	19	use	use	NOUN
ital-13279	315	20	of	of	ADP
ital-13279	315	21	the	the	DET
ital-13279	315	22	official	official	ADJ
ital-13279	315	23	communication	communication	NOUN
ital-13279	315	24	—	—	PUNCT
ital-13279	315	25	an	an	DET
ital-13279	315	26	academic	academic	ADJ
ital-13279	315	27	investigation	investigation	NOUN
ital-13279	315	28	based	base	VERB
ital-13279	315	29	on	on	ADP
ital-13279	315	30	hetu	hetu	PROPN
ital-13279	315	31	dangse	dangse	PROPN
ital-13279	315	32	,	,	PUNCT
ital-13279	315	33	”	"	PUNCT
ital-13279	315	34	shanxi	shanxi	VERB
ital-13279	315	35	archives	archive	NOUN
ital-13279	315	36	8	8	NUM
ital-13279	315	37	,	,	PUNCT
ital-13279	315	38	no	no	INTJ
ital-13279	315	39	.	.	NOUN
ital-13279	315	40	12	12	NUM
ital-13279	315	41	(	(	PUNCT
ital-13279	315	42	2020	2020	NUM
ital-13279	315	43	):	):	SYM
ital-13279	315	44	179–88	179–88	NUM
ital-13279	315	45	.	.	PUNCT
ital-13279	316	1	21	21	NUM
ital-13279	316	2	shengjing	shengje	VERB
ital-13279	316	3	ministry	ministry	NOUN
ital-13279	316	4	of	of	ADP
ital-13279	316	5	revenue	revenue	PROPN
ital-13279	316	6	,	,	PUNCT
ital-13279	316	7	guangxu	guangxu	PROPN
ital-13279	316	8	's	's	PART
ital-13279	316	9	great	great	ADJ
ital-13279	316	10	qing	qing	PROPN
ital-13279	316	11	huidian	huidian	PROPN
ital-13279	316	12	volume	volume	PROPN
ital-13279	316	13	25	25	NUM
ital-13279	316	14	(	(	PUNCT
ital-13279	316	15	zhonghua	zhonghua	PROPN
ital-13279	316	16	book	book	PROPN
ital-13279	316	17	company	company	PROPN
ital-13279	316	18	,	,	PUNCT
ital-13279	316	19	1991	1991	NUM
ital-13279	316	20	)	)	PUNCT
ital-13279	316	21	,	,	PUNCT
ital-13279	316	22	211–12	211–12	PROPN
ital-13279	316	23	.	.	PUNCT
ital-13279	317	1	22	22	NUM
ital-13279	317	2	f	f	PROPN
ital-13279	317	3	yonggong	yonggong	PROPN
ital-13279	317	4	and	and	CCONJ
ital-13279	317	5	g	g	PROPN
ital-13279	317	6	jialu	jialu	PROPN
ital-13279	317	7	,	,	PUNCT
ital-13279	317	8	“	"	PUNCT
ital-13279	317	9	brief	brief	ADJ
ital-13279	317	10	introduction	introduction	NOUN
ital-13279	317	11	of	of	ADP
ital-13279	317	12	shengjing	shengje	VERB
ital-13279	317	13	upper	upper	ADJ
ital-13279	317	14	three	three	NUM
ital-13279	317	15	banners	banner	NOUN
ital-13279	317	16	baoyi	baoyi	PROPN
ital-13279	317	17	zuoling	zuoling	PROPN
ital-13279	317	18	,	,	PUNCT
ital-13279	317	19	”	"	PUNCT
ital-13279	317	20	historical	historical	ADJ
ital-13279	317	21	archives	archive	NOUN
ital-13279	317	22	9	9	NUM
ital-13279	317	23	,	,	PUNCT
ital-13279	317	24	no	no	INTJ
ital-13279	317	25	.	.	NOUN
ital-13279	317	26	30	30	NUM
ital-13279	317	27	(	(	PUNCT
ital-13279	317	28	1992	1992	NUM
ital-13279	317	29	):	):	SYM
ital-13279	317	30	93–7	93–7	NUM
ital-13279	317	31	.	.	PUNCT
ital-13279	318	1	23	23	NUM
ital-13279	318	2	wangyue	wangyue	NOUN
ital-13279	318	3	,	,	PUNCT
ital-13279	318	4	“	"	PUNCT
ital-13279	318	5	research	research	NOUN
ital-13279	318	6	on	on	ADP
ital-13279	318	7	the	the	DET
ital-13279	318	8	yamens	yamen	NOUN
ital-13279	318	9	and	and	CCONJ
ital-13279	318	10	their	their	PRON
ital-13279	318	11	affair	affair	NOUN
ital-13279	318	12	relationships	relationship	NOUN
ital-13279	318	13	in	in	ADP
ital-13279	318	14	shengjing	shengje	VERB
ital-13279	318	15	area	area	NOUN
ital-13279	318	16	,	,	PUNCT
ital-13279	318	17	”	"	PUNCT
ital-13279	318	18	shenyang	shenyang	PROPN
ital-13279	318	19	palace	palace	PROPN
ital-13279	318	20	museum	museum	PROPN
ital-13279	318	21	journal	journal	PROPN
ital-13279	318	22	1	1	NUM
ital-13279	318	23	,	,	PUNCT
ital-13279	318	24	no	no	INTJ
ital-13279	318	25	.	.	NOUN
ital-13279	318	26	31	31	NUM
ital-13279	318	27	(	(	PUNCT
ital-13279	318	28	2011	2011	NUM
ital-13279	318	29	):	):	PUNCT
ital-13279	318	30	67–77	67–77	NUM
ital-13279	318	31	.	.	PUNCT
ital-13279	319	1	https://doi.org/10.6017/ital.v37i1.9595	https://doi.org/10.6017/ital.v37i1.9595	NOUN
ital-13279	319	2	https://doi.org/10.1016/j.procs.2020.03.416	https://doi.org/10.1016/j.procs.2020.03.416	NUM
ital-13279	319	3	https://doi.org/10.1016/j.jnca.2020.102815	https://doi.org/10.1016/j.jnca.2020.102815	NOUN
ital-13279	319	4	https://doi.org/	https://doi.org/	X
ital-13279	319	5	https://doi.org/10.1007/s11192-014-1402-8	https://doi.org/10.1007/s11192-014-1402-8	PROPN
ital-13279	319	6	https://doi.org/10.1016/j.ipm.2015.02.002	https://doi.org/10.1016/j.ipm.2015.02.002	PROPN
ital-13279	320	1	https://doi.org/10.1007/s11192-009-0146-3	https://doi.org/10.1007/s11192-009-0146-3	X
ital-13279	321	1	abstract	abstract	ADJ
ital-13279	321	2	introduction	introduction	NOUN
ital-13279	321	3	related	relate	VERB
ital-13279	321	4	technology	technology	NOUN
ital-13279	321	5	definition	definition	NOUN
ital-13279	321	6	sample	sample	NOUN
ital-13279	321	7	data	datum	NOUN
ital-13279	321	8	preprocessing	preprocessing	NOUN
ital-13279	321	9	and	and	CCONJ
ital-13279	321	10	classification	classification	NOUN
ital-13279	321	11	data	datum	NOUN
ital-13279	321	12	preparation	preparation	NOUN
ital-13279	321	13	and	and	CCONJ
ital-13279	321	14	preprocessing	preprocesse	VERB
ital-13279	321	15	data	datum	NOUN
ital-13279	321	16	cleaning	clean	VERB
ital-13279	321	17	label	label	NOUN
ital-13279	321	18	data	datum	NOUN
ital-13279	321	19	results	result	VERB
ital-13279	321	20	word	word	NOUN
ital-13279	321	21	vector	vector	NOUN
ital-13279	321	22	conversion	conversion	NOUN
ital-13279	321	23	of	of	ADP
ital-13279	321	24	text	text	NOUN
ital-13279	321	25	catalog	catalog	NOUN
ital-13279	321	26	data	datum	NOUN
ital-13279	321	27	analysis	analysis	NOUN
ital-13279	321	28	of	of	ADP
ital-13279	321	29	the	the	DET
ital-13279	321	30	relationship	relationship	NOUN
ital-13279	321	31	between	between	ADP
ital-13279	321	32	the	the	DET
ital-13279	321	33	documents	document	NOUN
ital-13279	321	34	received	receive	VERB
ital-13279	321	35	and	and	CCONJ
ital-13279	321	36	sent	send	VERB
ital-13279	321	37	of	of	ADP
ital-13279	321	38	the	the	DET
ital-13279	321	39	institution	institution	NOUN
ital-13279	321	40	mining	mine	VERB
ital-13279	321	41	the	the	DET
ital-13279	321	42	relationship	relationship	NOUN
ital-13279	321	43	between	between	ADP
ital-13279	321	44	institutions	institution	NOUN
ital-13279	321	45	’	'	PUNCT
ital-13279	321	46	sending	send	VERB
ital-13279	321	47	and	and	CCONJ
ital-13279	321	48	receiving	receive	VERB
ital-13279	321	49	documents	document	NOUN
ital-13279	321	50	based	base	VERB
ital-13279	321	51	on	on	ADP
ital-13279	321	52	co	co	NOUN
ital-13279	321	53	-	-	ADJ
ital-13279	321	54	word	word	ADJ
ital-13279	321	55	clustering	cluster	VERB
ital-13279	321	56	automatic	automatic	ADJ
ital-13279	321	57	classification	classification	NOUN
ital-13279	321	58	method	method	NOUN
ital-13279	321	59	of	of	ADP
ital-13279	321	60	historical	historical	ADJ
ital-13279	321	61	archives	archive	NOUN
ital-13279	321	62	catalog	catalog	NOUN
ital-13279	321	63	based	base	VERB
ital-13279	321	64	on	on	ADP
ital-13279	321	65	the	the	DET
ital-13279	321	66	svm	svm	PROPN
ital-13279	321	67	model	model	NOUN
ital-13279	321	68	discussion	discussion	NOUN
ital-13279	321	69	functions	function	NOUN
ital-13279	321	70	of	of	ADP
ital-13279	321	71	institutions	institution	NOUN
ital-13279	321	72	analysis	analysis	NOUN
ital-13279	321	73	of	of	ADP
ital-13279	321	74	the	the	DET
ital-13279	321	75	number	number	NOUN
ital-13279	321	76	of	of	ADP
ital-13279	321	77	documents	document	NOUN
ital-13279	321	78	received	receive	VERB
ital-13279	321	79	and	and	CCONJ
ital-13279	321	80	sent	send	VERB
ital-13279	321	81	by	by	ADP
ital-13279	321	82	institutions	institution	NOUN
ital-13279	321	83	analysis	analysis	NOUN
ital-13279	321	84	of	of	ADP
ital-13279	321	85	the	the	DET
ital-13279	321	86	frequency	frequency	NOUN
ital-13279	321	87	of	of	ADP
ital-13279	321	88	documents	document	NOUN
ital-13279	321	89	received	receive	VERB
ital-13279	321	90	and	and	CCONJ
ital-13279	321	91	sent	send	VERB
ital-13279	321	92	by	by	ADP
ital-13279	321	93	institutions	institution	NOUN
ital-13279	321	94	institutional	institutional	ADJ
ital-13279	321	95	relationship	relationship	NOUN
ital-13279	321	96	analysis	analysis	NOUN
ital-13279	321	97	results	result	NOUN
ital-13279	321	98	of	of	ADP
ital-13279	321	99	institutional	institutional	ADJ
ital-13279	321	100	connection	connection	NOUN
ital-13279	321	101	analysis	analysis	NOUN
ital-13279	321	102	visualization	visualization	NOUN
ital-13279	321	103	of	of	ADP
ital-13279	321	104	institutional	institutional	ADJ
ital-13279	321	105	network	network	NOUN
ital-13279	321	106	map	map	NOUN
ital-13279	321	107	results	result	NOUN
ital-13279	321	108	of	of	ADP
ital-13279	321	109	automatic	automatic	ADJ
ital-13279	321	110	classification	classification	NOUN
ital-13279	321	111	analysis	analysis	NOUN
ital-13279	321	112	conclusion	conclusion	NOUN
ital-13279	321	113	acknowledgments	acknowledgment	VERB
ital-13279	321	114	funding	fund	VERB
ital-13279	321	115	statement	statement	NOUN
ital-13279	321	116	data	datum	NOUN
ital-13279	321	117	accessibility	accessibility	NOUN
ital-13279	321	118	competing	compete	VERB
ital-13279	321	119	interests	interest	NOUN
ital-13279	321	120	endnotes	endnote	VERB