id	sid	tid	token	lemma	pos
asir-5092	1	1	applied	apply	VERB
asir-5092	1	2	science	science	NOUN
asir-5092	1	3	and	and	CCONJ
asir-5092	1	4	innovative	innovative	ADJ
asir-5092	1	5	research	research	NOUN
asir-5092	1	6	issn	issn	VERB
asir-5092	1	7	2474	2474	NUM
asir-5092	1	8	-	-	SYM
asir-5092	1	9	4972	4972	NUM
asir-5092	1	10	(	(	PUNCT
asir-5092	1	11	print	print	NOUN
asir-5092	1	12	)	)	PUNCT
asir-5092	1	13	issn	issn	VERB
asir-5092	1	14	2474	2474	NUM
asir-5092	1	15	-	-	SYM
asir-5092	1	16	4980	4980	NUM
asir-5092	1	17	(	(	PUNCT
asir-5092	1	18	online	online	ADJ
asir-5092	1	19	)	)	PUNCT
asir-5092	1	20	vol	vol	NOUN
asir-5092	1	21	.	.	PROPN
asir-5092	2	1	6	6	NUM
asir-5092	2	2	,	,	PUNCT
asir-5092	2	3	no	no	INTJ
asir-5092	2	4	.	.	NOUN
asir-5092	2	5	3	3	NUM
asir-5092	2	6	,	,	PUNCT
asir-5092	2	7	2022	2022	NUM
asir-5092	2	8	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	VERB
asir-5092	2	9	52	52	NUM
asir-5092	2	10	original	original	ADJ
asir-5092	2	11	paper	paper	NOUN
asir-5092	2	12	the	the	DET
asir-5092	2	13	implementation	implementation	NOUN
asir-5092	2	14	path	path	NOUN
asir-5092	2	15	of	of	ADP
asir-5092	2	16	network	network	NOUN
asir-5092	2	17	ideological	ideological	ADJ
asir-5092	2	18	and	and	CCONJ
asir-5092	2	19	political	political	ADJ
asir-5092	2	20	education	education	NOUN
asir-5092	2	21	in	in	ADP
asir-5092	2	22	the	the	DET
asir-5092	2	23	era	era	NOUN
asir-5092	2	24	of	of	ADP
asir-5092	2	25	big	big	ADJ
asir-5092	2	26	data	datum	NOUN
asir-5092	2	27	chen	chen	PROPN
asir-5092	2	28	min1	min1	PROPN
asir-5092	2	29	1	1	NUM
asir-5092	2	30	shandong	shandong	PROPN
asir-5092	2	31	labor	labor	NOUN
asir-5092	2	32	vocational	vocational	PROPN
asir-5092	2	33	and	and	CCONJ
asir-5092	2	34	technical	technical	PROPN
asir-5092	2	35	college	college	PROPN
asir-5092	2	36	,	,	PUNCT
asir-5092	2	37	jinan	jinan	PROPN
asir-5092	2	38	city	city	PROPN
asir-5092	2	39	,	,	PUNCT
asir-5092	2	40	shandong	shandong	PROPN
asir-5092	2	41	province	province	PROPN
asir-5092	2	42	,	,	PUNCT
asir-5092	2	43	china	china	PROPN
asir-5092	2	44	received	receive	VERB
asir-5092	2	45	:	:	PUNCT
asir-5092	2	46	august	august	PROPN
asir-5092	2	47	9	9	NUM
asir-5092	2	48	,	,	PUNCT
asir-5092	2	49	2022	2022	NUM
asir-5092	2	50	accepted	accept	VERB
asir-5092	2	51	:	:	PUNCT
asir-5092	2	52	august	august	PROPN
asir-5092	2	53	22	22	NUM
asir-5092	2	54	,	,	PUNCT
asir-5092	2	55	2022	2022	NUM
asir-5092	2	56	online	online	ADV
asir-5092	2	57	published	publish	VERB
asir-5092	2	58	:	:	PUNCT
asir-5092	2	59	august	august	PROPN
asir-5092	2	60	31	31	NUM
asir-5092	2	61	,	,	PUNCT
asir-5092	2	62	2022	2022	NUM
asir-5092	2	63	doi:10.22158	doi:10.22158	NOUN
asir-5092	2	64	/	/	SYM
asir-5092	2	65	asir.v6n3p52	asir.v6n3p52	NOUN
asir-5092	2	66	url	url	NOUN
asir-5092	2	67	:	:	PUNCT
asir-5092	2	68	http://doi.org/10.22158/asir.v6n3p52	http://doi.org/10.22158/asir.v6n3p52	PROPN
asir-5092	2	69	abstract	abstract	ADJ
asir-5092	2	70	with	with	ADP
asir-5092	2	71	the	the	DET
asir-5092	2	72	continuous	continuous	ADJ
asir-5092	2	73	improvement	improvement	NOUN
asir-5092	2	74	of	of	ADP
asir-5092	2	75	the	the	DET
asir-5092	2	76	level	level	NOUN
asir-5092	2	77	of	of	ADP
asir-5092	2	78	information	information	NOUN
asir-5092	2	79	construction	construction	NOUN
asir-5092	2	80	,	,	PUNCT
asir-5092	2	81	data	datum	NOUN
asir-5092	2	82	resources	resource	NOUN
asir-5092	2	83	are	be	AUX
asir-5092	2	84	showing	show	VERB
asir-5092	2	85	exponential	exponential	ADJ
asir-5092	2	86	growth	growth	NOUN
asir-5092	2	87	,	,	PUNCT
asir-5092	2	88	leading	lead	VERB
asir-5092	2	89	us	we	PRON
asir-5092	2	90	into	into	ADP
asir-5092	2	91	the	the	DET
asir-5092	2	92	era	era	NOUN
asir-5092	2	93	of	of	ADP
asir-5092	2	94	big	big	ADJ
asir-5092	2	95	data	datum	NOUN
asir-5092	2	96	.	.	PUNCT
asir-5092	3	1	it	it	PRON
asir-5092	3	2	provides	provide	VERB
asir-5092	3	3	a	a	DET
asir-5092	3	4	platform	platform	NOUN
asir-5092	3	5	for	for	ADP
asir-5092	3	6	ideological	ideological	ADJ
asir-5092	3	7	education	education	NOUN
asir-5092	3	8	and	and	CCONJ
asir-5092	3	9	moral	moral	ADJ
asir-5092	3	10	character	character	NOUN
asir-5092	3	11	education	education	NOUN
asir-5092	3	12	for	for	ADP
asir-5092	3	13	college	college	NOUN
asir-5092	3	14	students	student	NOUN
asir-5092	3	15	on	on	ADP
asir-5092	3	16	the	the	DET
asir-5092	3	17	internet	internet	NOUN
asir-5092	3	18	.	.	PUNCT
asir-5092	4	1	network	network	NOUN
asir-5092	4	2	ideological	ideological	ADJ
asir-5092	4	3	and	and	CCONJ
asir-5092	4	4	political	political	ADJ
asir-5092	4	5	education	education	NOUN
asir-5092	4	6	in	in	ADP
asir-5092	4	7	the	the	DET
asir-5092	4	8	era	era	NOUN
asir-5092	4	9	of	of	ADP
asir-5092	4	10	big	big	ADJ
asir-5092	4	11	data	datum	NOUN
asir-5092	4	12	faces	face	VERB
asir-5092	4	13	problems	problem	NOUN
asir-5092	4	14	such	such	ADJ
asir-5092	4	15	as	as	ADP
asir-5092	4	16	weak	weak	ADJ
asir-5092	4	17	data	datum	NOUN
asir-5092	4	18	awareness	awareness	NOUN
asir-5092	4	19	in	in	ADP
asir-5092	4	20	schools	school	NOUN
asir-5092	4	21	,	,	PUNCT
asir-5092	4	22	lack	lack	NOUN
asir-5092	4	23	of	of	ADP
asir-5092	4	24	data	datum	NOUN
asir-5092	4	25	literacy	literacy	NOUN
asir-5092	4	26	,	,	PUNCT
asir-5092	4	27	and	and	CCONJ
asir-5092	4	28	lack	lack	NOUN
asir-5092	4	29	of	of	ADP
asir-5092	4	30	unified	unified	ADJ
asir-5092	4	31	and	and	CCONJ
asir-5092	4	32	effective	effective	ADJ
asir-5092	4	33	management	management	NOUN
asir-5092	4	34	of	of	ADP
asir-5092	4	35	data	datum	NOUN
asir-5092	4	36	.	.	PUNCT
asir-5092	5	1	it	it	PRON
asir-5092	5	2	is	be	AUX
asir-5092	5	3	recommended	recommend	VERB
asir-5092	5	4	to	to	PART
asir-5092	5	5	use	use	VERB
asir-5092	5	6	data	datum	NOUN
asir-5092	5	7	mining	mining	NOUN
asir-5092	5	8	technology	technology	NOUN
asir-5092	5	9	to	to	PART
asir-5092	5	10	improve	improve	VERB
asir-5092	5	11	the	the	DET
asir-5092	5	12	aspects	aspect	NOUN
asir-5092	5	13	of	of	ADP
asir-5092	5	14	integrating	integrate	VERB
asir-5092	5	15	student	student	NOUN
asir-5092	5	16	behavior	behavior	NOUN
asir-5092	5	17	data	datum	NOUN
asir-5092	5	18	information	information	NOUN
asir-5092	5	19	on	on	ADP
asir-5092	5	20	each	each	DET
asir-5092	5	21	platform	platform	NOUN
asir-5092	5	22	,	,	PUNCT
asir-5092	5	23	monitoring	monitor	VERB
asir-5092	5	24	student	student	NOUN
asir-5092	5	25	behavior	behavior	NOUN
asir-5092	5	26	data	datum	NOUN
asir-5092	5	27	,	,	PUNCT
asir-5092	5	28	visualizing	visualize	VERB
asir-5092	5	29	student	student	NOUN
asir-5092	5	30	behavior	behavior	NOUN
asir-5092	5	31	data	datum	NOUN
asir-5092	5	32	,	,	PUNCT
asir-5092	5	33	and	and	CCONJ
asir-5092	5	34	building	build	VERB
asir-5092	5	35	a	a	DET
asir-5092	5	36	big	big	ADJ
asir-5092	5	37	data	datum	NOUN
asir-5092	5	38	analysis	analysis	NOUN
asir-5092	5	39	and	and	CCONJ
asir-5092	5	40	early	early	ADJ
asir-5092	5	41	warning	warning	NOUN
asir-5092	5	42	management	management	NOUN
asir-5092	5	43	platform	platform	NOUN
asir-5092	5	44	for	for	ADP
asir-5092	5	45	student	student	NOUN
asir-5092	5	46	network	network	NOUN
asir-5092	5	47	behavior	behavior	NOUN
asir-5092	5	48	,	,	PUNCT
asir-5092	5	49	timely	timely	ADV
asir-5092	5	50	monitoring	monitoring	NOUN
asir-5092	5	51	and	and	CCONJ
asir-5092	5	52	solving	solving	NOUN
asir-5092	5	53	problems	problem	NOUN
asir-5092	5	54	,	,	PUNCT
asir-5092	5	55	grasping	grasp	VERB
asir-5092	5	56	the	the	DET
asir-5092	5	57	development	development	NOUN
asir-5092	5	58	trend	trend	NOUN
asir-5092	5	59	of	of	ADP
asir-5092	5	60	network	network	NOUN
asir-5092	5	61	ideological	ideological	ADJ
asir-5092	5	62	and	and	CCONJ
asir-5092	5	63	political	political	ADJ
asir-5092	5	64	education	education	NOUN
asir-5092	5	65	problems	problem	NOUN
asir-5092	5	66	in	in	ADP
asir-5092	5	67	real	real	ADJ
asir-5092	5	68	-	-	PUNCT
asir-5092	5	69	time	time	NOUN
asir-5092	5	70	,	,	PUNCT
asir-5092	5	71	and	and	CCONJ
asir-5092	5	72	improving	improve	VERB
asir-5092	5	73	the	the	DET
asir-5092	5	74	level	level	NOUN
asir-5092	5	75	of	of	ADP
asir-5092	5	76	public	public	ADJ
asir-5092	5	77	opinion	opinion	NOUN
asir-5092	5	78	guidance	guidance	NOUN
asir-5092	5	79	.	.	PUNCT
asir-5092	6	1	keyword	keyword	NOUN
asir-5092	6	2	big	big	ADJ
asir-5092	6	3	data	datum	NOUN
asir-5092	6	4	,	,	PUNCT
asir-5092	6	5	network	network	NOUN
asir-5092	6	6	ideological	ideological	ADJ
asir-5092	6	7	and	and	CCONJ
asir-5092	6	8	political	political	ADJ
asir-5092	6	9	education	education	NOUN
asir-5092	6	10	,	,	PUNCT
asir-5092	6	11	data	datum	NOUN
asir-5092	6	12	mining	mining	NOUN
asir-5092	6	13	,	,	PUNCT
asir-5092	6	14	visualization	visualization	NOUN
asir-5092	6	15	1	1	NUM
asir-5092	6	16	.	.	PUNCT
asir-5092	6	17	introduction	introduction	NOUN
asir-5092	6	18	general	general	ADJ
asir-5092	6	19	secretary	secretary	PROPN
asir-5092	6	20	xi	xi	PROPN
asir-5092	6	21	jinping	jinpe	VERB
asir-5092	6	22	pointed	point	VERB
asir-5092	6	23	out	out	ADP
asir-5092	6	24	at	at	ADP
asir-5092	6	25	the	the	DET
asir-5092	6	26	national	national	PROPN
asir-5092	6	27	college	college	PROPN
asir-5092	6	28	ideological	ideological	ADJ
asir-5092	6	29	and	and	CCONJ
asir-5092	6	30	political	political	ADJ
asir-5092	6	31	work	work	NOUN
asir-5092	6	32	conference	conference	NOUN
asir-5092	6	33	that	that	SCONJ
asir-5092	6	34	“	"	PUNCT
asir-5092	6	35	ideological	ideological	ADJ
asir-5092	6	36	and	and	CCONJ
asir-5092	6	37	political	political	ADJ
asir-5092	6	38	work	work	NOUN
asir-5092	6	39	in	in	ADP
asir-5092	6	40	colleges	college	NOUN
asir-5092	6	41	and	and	CCONJ
asir-5092	6	42	universities	university	NOUN
asir-5092	6	43	must	must	AUX
asir-5092	6	44	center	center	VERB
asir-5092	6	45	on	on	ADP
asir-5092	6	46	students	student	NOUN
asir-5092	6	47	,	,	PUNCT
asir-5092	6	48	care	care	VERB
asir-5092	6	49	for	for	ADP
asir-5092	6	50	students	student	NOUN
asir-5092	6	51	,	,	PUNCT
asir-5092	6	52	and	and	CCONJ
asir-5092	6	53	serve	serve	VERB
asir-5092	6	54	students	student	NOUN
asir-5092	6	55	,	,	PUNCT
asir-5092	6	56	continuously	continuously	ADV
asir-5092	6	57	improve	improve	VERB
asir-5092	6	58	students	student	NOUN
asir-5092	6	59	’	'	PUNCT
asir-5092	6	60	ideological	ideological	ADJ
asir-5092	6	61	level	level	NOUN
asir-5092	6	62	,	,	PUNCT
asir-5092	6	63	political	political	ADJ
asir-5092	6	64	awareness	awareness	NOUN
asir-5092	6	65	,	,	PUNCT
asir-5092	6	66	moral	moral	ADJ
asir-5092	6	67	character	character	NOUN
asir-5092	6	68	,	,	PUNCT
asir-5092	6	69	and	and	CCONJ
asir-5092	6	70	cultural	cultural	ADJ
asir-5092	6	71	literacy	literacy	NOUN
asir-5092	6	72	,	,	PUNCT
asir-5092	6	73	and	and	CCONJ
asir-5092	6	74	enable	enable	VERB
asir-5092	6	75	students	student	NOUN
asir-5092	6	76	to	to	PART
asir-5092	6	77	become	become	VERB
asir-5092	6	78	talents	talent	NOUN
asir-5092	6	79	with	with	ADP
asir-5092	6	80	both	both	CCONJ
asir-5092	6	81	political	political	ADJ
asir-5092	6	82	integrity	integrity	NOUN
asir-5092	6	83	and	and	CCONJ
asir-5092	6	84	ability	ability	NOUN
asir-5092	6	85	and	and	CCONJ
asir-5092	6	86	all	all	DET
asir-5092	6	87	-	-	PUNCT
asir-5092	6	88	round	round	NOUN
asir-5092	6	89	development	development	NOUN
asir-5092	6	90	.	.	PUNCT
asir-5092	6	91	”	"	PUNCT
asir-5092	7	1	today	today	NOUN
asir-5092	7	2	,	,	PUNCT
asir-5092	7	3	students	student	NOUN
asir-5092	7	4	’	'	PUNCT
asir-5092	7	5	network	network	NOUN
asir-5092	7	6	behavior	behavior	NOUN
asir-5092	7	7	is	be	AUX
asir-5092	7	8	extensive	extensive	ADJ
asir-5092	7	9	.	.	PUNCT
asir-5092	8	1	school	school	NOUN
asir-5092	8	2	ideological	ideological	ADJ
asir-5092	8	3	and	and	CCONJ
asir-5092	8	4	political	political	ADJ
asir-5092	8	5	education	education	NOUN
asir-5092	8	6	should	should	AUX
asir-5092	8	7	adhere	adhere	VERB
asir-5092	8	8	to	to	ADP
asir-5092	8	9	students	student	NOUN
asir-5092	8	10	as	as	ADP
asir-5092	8	11	the	the	DET
asir-5092	8	12	center	center	NOUN
asir-5092	8	13	,	,	PUNCT
asir-5092	8	14	and	and	CCONJ
asir-5092	8	15	conduct	conduct	VERB
asir-5092	8	16	positive	positive	ADJ
asir-5092	8	17	innovation	innovation	NOUN
asir-5092	8	18	in	in	ADP
asir-5092	8	19	network	network	NOUN
asir-5092	8	20	ideological	ideological	ADJ
asir-5092	8	21	and	and	CCONJ
asir-5092	8	22	political	political	ADJ
asir-5092	8	23	education	education	NOUN
asir-5092	8	24	.	.	PUNCT
asir-5092	9	1	general	general	ADJ
asir-5092	9	2	secretary	secretary	PROPN
asir-5092	9	3	xi	xi	PROPN
asir-5092	9	4	jinping	jinpe	VERB
asir-5092	9	5	regards	regard	VERB
asir-5092	9	6	online	online	ADJ
asir-5092	9	7	public	public	ADJ
asir-5092	9	8	opinion	opinion	NOUN
asir-5092	9	9	as	as	ADP
asir-5092	9	10	the	the	DET
asir-5092	9	11	focus	focus	NOUN
asir-5092	9	12	of	of	ADP
asir-5092	9	13	publicity	publicity	NOUN
asir-5092	9	14	and	and	CCONJ
asir-5092	9	15	ideological	ideological	ADJ
asir-5092	9	16	work	work	NOUN
asir-5092	9	17	,	,	PUNCT
asir-5092	9	18	which	which	PRON
asir-5092	9	19	is	be	AUX
asir-5092	9	20	reflecting	reflect	VERB
asir-5092	9	21	the	the	DET
asir-5092	9	22	high	high	ADJ
asir-5092	9	23	attention	attention	NOUN
asir-5092	9	24	of	of	ADP
asir-5092	9	25	the	the	DET
asir-5092	9	26	party	party	PROPN
asir-5092	9	27	central	central	PROPN
asir-5092	9	28	committee	committee	PROPN
asir-5092	9	29	for	for	ADP
asir-5092	9	30	the	the	DET
asir-5092	9	31	construction	construction	NOUN
asir-5092	9	32	of	of	ADP
asir-5092	9	33	online	online	ADJ
asir-5092	9	34	positions	position	NOUN
asir-5092	9	35	and	and	CCONJ
asir-5092	9	36	online	online	ADJ
asir-5092	9	37	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5092	9	38	applied	apply	VERB
asir-5092	9	39	science	science	NOUN
asir-5092	9	40	and	and	CCONJ
asir-5092	9	41	innovative	innovative	ADJ
asir-5092	9	42	research	research	NOUN
asir-5092	9	43	vol	vol	NOUN
asir-5092	9	44	.	.	PROPN
asir-5092	10	1	6	6	NUM
asir-5092	10	2	,	,	PUNCT
asir-5092	10	3	no	no	INTJ
asir-5092	10	4	.	.	NOUN
asir-5092	10	5	3	3	NUM
asir-5092	10	6	,	,	PUNCT
asir-5092	10	7	2022	2022	NUM
asir-5092	10	8	53	53	NUM
asir-5092	10	9	published	publish	VERB
asir-5092	10	10	by	by	ADP
asir-5092	10	11	scholink	scholink	PROPN
asir-5092	10	12	inc	inc	PROPN
asir-5092	10	13	.	.	PROPN
asir-5092	10	14	publicity	publicity	NOUN
asir-5092	10	15	and	and	CCONJ
asir-5092	10	16	ideological	ideological	ADJ
asir-5092	10	17	work	work	NOUN
asir-5092	10	18	.	.	PUNCT
asir-5092	11	1	as	as	ADV
asir-5092	11	2	early	early	ADV
asir-5092	11	3	as	as	ADP
asir-5092	11	4	2015	2015	NUM
asir-5092	11	5	,	,	PUNCT
asir-5092	11	6	the	the	DET
asir-5092	11	7	“	"	PUNCT
asir-5092	11	8	opinions	opinion	NOUN
asir-5092	11	9	on	on	ADP
asir-5092	11	10	further	far	ADV
asir-5092	11	11	strengthening	strengthen	VERB
asir-5092	11	12	and	and	CCONJ
asir-5092	11	13	improving	improve	VERB
asir-5092	11	14	the	the	DET
asir-5092	11	15	propaganda	propaganda	NOUN
asir-5092	11	16	and	and	CCONJ
asir-5092	11	17	ideological	ideological	ADJ
asir-5092	11	18	work	work	NOUN
asir-5092	11	19	of	of	ADP
asir-5092	11	20	colleges	college	NOUN
asir-5092	11	21	and	and	CCONJ
asir-5092	11	22	universities	university	NOUN
asir-5092	11	23	under	under	ADP
asir-5092	11	24	the	the	DET
asir-5092	11	25	new	new	ADJ
asir-5092	11	26	situation	situation	NOUN
asir-5092	11	27	”	"	PUNCT
asir-5092	11	28	proposed	propose	VERB
asir-5092	11	29	to	to	PART
asir-5092	11	30	promote	promote	VERB
asir-5092	11	31	the	the	DET
asir-5092	11	32	construction	construction	NOUN
asir-5092	11	33	of	of	ADP
asir-5092	11	34	campus	campus	NOUN
asir-5092	11	35	websites	website	NOUN
asir-5092	11	36	on	on	ADP
asir-5092	11	37	the	the	DET
asir-5092	11	38	basis	basis	NOUN
asir-5092	11	39	of	of	ADP
asir-5092	11	40	ensuring	ensure	VERB
asir-5092	11	41	network	network	NOUN
asir-5092	11	42	security	security	NOUN
asir-5092	11	43	,	,	PUNCT
asir-5092	11	44	so	so	SCONJ
asir-5092	11	45	as	as	SCONJ
asir-5092	11	46	to	to	PART
asir-5092	11	47	promote	promote	VERB
asir-5092	11	48	innovative	innovative	ADJ
asir-5092	11	49	research	research	NOUN
asir-5092	11	50	on	on	ADP
asir-5092	11	51	online	online	ADJ
asir-5092	11	52	ideological	ideological	ADJ
asir-5092	11	53	and	and	CCONJ
asir-5092	11	54	political	political	ADJ
asir-5092	11	55	education	education	NOUN
asir-5092	11	56	.	.	PUNCT
asir-5092	12	1	network	network	NOUN
asir-5092	12	2	ideological	ideological	ADJ
asir-5092	12	3	and	and	CCONJ
asir-5092	12	4	political	political	ADJ
asir-5092	12	5	education	education	NOUN
asir-5092	12	6	refers	refer	VERB
asir-5092	12	7	to	to	ADP
asir-5092	12	8	the	the	DET
asir-5092	12	9	use	use	NOUN
asir-5092	12	10	of	of	ADP
asir-5092	12	11	communication	communication	NOUN
asir-5092	12	12	principles	principle	NOUN
asir-5092	12	13	and	and	CCONJ
asir-5092	12	14	ideological	ideological	ADJ
asir-5092	12	15	propaganda	propaganda	NOUN
asir-5092	12	16	theories	theory	NOUN
asir-5092	12	17	by	by	ADP
asir-5092	12	18	schools	school	NOUN
asir-5092	12	19	and	and	CCONJ
asir-5092	12	20	teachers	teacher	NOUN
asir-5092	12	21	on	on	ADP
asir-5092	12	22	the	the	DET
asir-5092	12	23	basis	basis	NOUN
asir-5092	12	24	of	of	ADP
asir-5092	12	25	dialysis	dialysis	NOUN
asir-5092	12	26	of	of	ADP
asir-5092	12	27	the	the	DET
asir-5092	12	28	nature	nature	NOUN
asir-5092	12	29	of	of	ADP
asir-5092	12	30	the	the	DET
asir-5092	12	31	network	network	NOUN
asir-5092	12	32	and	and	CCONJ
asir-5092	12	33	the	the	DET
asir-5092	12	34	impact	impact	NOUN
asir-5092	12	35	of	of	ADP
asir-5092	12	36	the	the	DET
asir-5092	12	37	network	network	NOUN
asir-5092	12	38	environment	environment	NOUN
asir-5092	12	39	,	,	PUNCT
asir-5092	12	40	and	and	CCONJ
asir-5092	12	41	the	the	DET
asir-5092	12	42	use	use	NOUN
asir-5092	12	43	of	of	ADP
asir-5092	12	44	communication	communication	NOUN
asir-5092	12	45	principles	principle	NOUN
asir-5092	12	46	and	and	CCONJ
asir-5092	12	47	ideological	ideological	ADJ
asir-5092	12	48	propaganda	propaganda	NOUN
asir-5092	12	49	theories	theory	NOUN
asir-5092	12	50	to	to	PART
asir-5092	12	51	carry	carry	VERB
asir-5092	12	52	out	out	ADP
asir-5092	12	53	purposeful	purposeful	ADJ
asir-5092	12	54	,	,	PUNCT
asir-5092	12	55	planned	plan	VERB
asir-5092	12	56	,	,	PUNCT
asir-5092	12	57	organized	organized	ADJ
asir-5092	12	58	,	,	PUNCT
asir-5092	12	59	and	and	CCONJ
asir-5092	12	60	hierarchical	hierarchical	ADJ
asir-5092	12	61	ideological	ideological	ADJ
asir-5092	12	62	education	education	NOUN
asir-5092	12	63	and	and	CCONJ
asir-5092	12	64	moral	moral	ADJ
asir-5092	12	65	character	character	NOUN
asir-5092	12	66	education	education	NOUN
asir-5092	12	67	for	for	ADP
asir-5092	12	68	college	college	NOUN
asir-5092	12	69	and	and	CCONJ
asir-5092	12	70	university	university	NOUN
asir-5092	12	71	students	student	NOUN
asir-5092	12	72	on	on	ADP
asir-5092	12	73	the	the	DET
asir-5092	12	74	internet	internet	NOUN
asir-5092	12	75	platform	platform	NOUN
asir-5092	12	76	.	.	PUNCT
asir-5092	13	1	with	with	ADP
asir-5092	13	2	the	the	DET
asir-5092	13	3	continuous	continuous	ADJ
asir-5092	13	4	improvement	improvement	NOUN
asir-5092	13	5	of	of	ADP
asir-5092	13	6	informatization	informatization	NOUN
asir-5092	13	7	construction	construction	NOUN
asir-5092	13	8	,	,	PUNCT
asir-5092	13	9	the	the	DET
asir-5092	13	10	exponential	exponential	NOUN
asir-5092	13	11	of	of	ADP
asir-5092	13	12	data	datum	NOUN
asir-5092	13	13	resources	resource	NOUN
asir-5092	13	14	has	have	AUX
asir-5092	13	15	led	lead	VERB
asir-5092	13	16	us	we	PRON
asir-5092	13	17	into	into	ADP
asir-5092	13	18	the	the	DET
asir-5092	13	19	era	era	NOUN
asir-5092	13	20	of	of	ADP
asir-5092	13	21	big	big	ADJ
asir-5092	13	22	data	datum	NOUN
asir-5092	13	23	.	.	PUNCT
asir-5092	14	1	big	big	ADJ
asir-5092	14	2	data	data	PROPN
asir-5092	14	3	has	have	VERB
asir-5092	14	4	the	the	DET
asir-5092	14	5	characteristics	characteristic	NOUN
asir-5092	14	6	of	of	ADP
asir-5092	14	7	large	large	ADJ
asir-5092	14	8	quantity	quantity	NOUN
asir-5092	14	9	,	,	PUNCT
asir-5092	14	10	high	high	ADJ
asir-5092	14	11	speed	speed	NOUN
asir-5092	14	12	,	,	PUNCT
asir-5092	14	13	diversity	diversity	NOUN
asir-5092	14	14	,	,	PUNCT
asir-5092	14	15	and	and	CCONJ
asir-5092	14	16	value	value	NOUN
asir-5092	14	17	.	.	PUNCT
asir-5092	15	1	people	people	NOUN
asir-5092	15	2	can	can	AUX
asir-5092	15	3	not	not	PART
asir-5092	15	4	use	use	VERB
asir-5092	15	5	commonly	commonly	ADV
asir-5092	15	6	used	use	VERB
asir-5092	15	7	tool	tool	NOUN
asir-5092	15	8	software	software	NOUN
asir-5092	15	9	for	for	ADP
asir-5092	15	10	summary	summary	NOUN
asir-5092	15	11	,	,	PUNCT
asir-5092	15	12	management	management	NOUN
asir-5092	15	13	,	,	PUNCT
asir-5092	15	14	and	and	CCONJ
asir-5092	15	15	analysis	analysis	NOUN
asir-5092	15	16	in	in	ADP
asir-5092	15	17	a	a	DET
asir-5092	15	18	limited	limited	ADJ
asir-5092	15	19	time	time	NOUN
asir-5092	15	20	.	.	PUNCT
asir-5092	16	1	artificial	artificial	ADJ
asir-5092	16	2	intelligence	intelligence	NOUN
asir-5092	16	3	algorithms	algorithm	NOUN
asir-5092	16	4	,	,	PUNCT
asir-5092	16	5	efficient	efficient	ADJ
asir-5092	16	6	data	datum	NOUN
asir-5092	16	7	processing	processing	NOUN
asir-5092	16	8	platforms	platform	NOUN
asir-5092	16	9	,	,	PUNCT
asir-5092	16	10	and	and	CCONJ
asir-5092	16	11	advanced	advanced	ADJ
asir-5092	16	12	data	datum	NOUN
asir-5092	16	13	analysis	analysis	NOUN
asir-5092	16	14	technologies	technology	NOUN
asir-5092	16	15	are	be	AUX
asir-5092	16	16	needed	need	VERB
asir-5092	16	17	to	to	PART
asir-5092	16	18	explore	explore	VERB
asir-5092	16	19	the	the	DET
asir-5092	16	20	correlation	correlation	NOUN
asir-5092	16	21	between	between	ADP
asir-5092	16	22	data	datum	NOUN
asir-5092	16	23	from	from	ADP
asir-5092	16	24	a	a	DET
asir-5092	16	25	large	large	ADJ
asir-5092	16	26	number	number	NOUN
asir-5092	16	27	of	of	ADP
asir-5092	16	28	unrelated	unrelated	ADJ
asir-5092	16	29	heterogeneous	heterogeneous	ADJ
asir-5092	16	30	data	datum	NOUN
asir-5092	16	31	,	,	PUNCT
asir-5092	16	32	predict	predict	VERB
asir-5092	16	33	future	future	ADJ
asir-5092	16	34	development	development	NOUN
asir-5092	16	35	trends	trend	NOUN
asir-5092	16	36	,	,	PUNCT
asir-5092	16	37	and	and	CCONJ
asir-5092	16	38	provide	provide	VERB
asir-5092	16	39	high	high	ADJ
asir-5092	16	40	-	-	PUNCT
asir-5092	16	41	quality	quality	NOUN
asir-5092	16	42	decision	decision	NOUN
asir-5092	16	43	-	-	PUNCT
asir-5092	16	44	making	make	VERB
asir-5092	16	45	suggestions	suggestion	NOUN
asir-5092	16	46	.	.	PUNCT
asir-5092	17	1	positive	positive	ADJ
asir-5092	17	2	network	network	NOUN
asir-5092	17	3	public	public	ADJ
asir-5092	17	4	opinion	opinion	NOUN
asir-5092	17	5	guidance	guidance	NOUN
asir-5092	17	6	is	be	AUX
asir-5092	17	7	the	the	DET
asir-5092	17	8	focus	focus	NOUN
asir-5092	17	9	of	of	ADP
asir-5092	17	10	ideological	ideological	ADJ
asir-5092	17	11	and	and	CCONJ
asir-5092	17	12	political	political	ADJ
asir-5092	17	13	education	education	NOUN
asir-5092	17	14	in	in	ADP
asir-5092	17	15	colleges	college	NOUN
asir-5092	17	16	and	and	CCONJ
asir-5092	17	17	universities	university	NOUN
asir-5092	17	18	,	,	PUNCT
asir-5092	17	19	and	and	CCONJ
asir-5092	17	20	the	the	DET
asir-5092	17	21	application	application	NOUN
asir-5092	17	22	of	of	ADP
asir-5092	17	23	big	big	ADJ
asir-5092	17	24	data	datum	NOUN
asir-5092	17	25	analysis	analysis	NOUN
asir-5092	17	26	technology	technology	NOUN
asir-5092	17	27	can	can	AUX
asir-5092	17	28	timely	timely	ADV
asir-5092	17	29	grasp	grasp	VERB
asir-5092	17	30	the	the	DET
asir-5092	17	31	development	development	NOUN
asir-5092	17	32	trend	trend	NOUN
asir-5092	17	33	of	of	ADP
asir-5092	17	34	network	network	NOUN
asir-5092	17	35	ideological	ideological	ADJ
asir-5092	17	36	and	and	CCONJ
asir-5092	17	37	political	political	ADJ
asir-5092	17	38	education	education	NOUN
asir-5092	17	39	problems	problem	NOUN
asir-5092	17	40	,	,	PUNCT
asir-5092	17	41	timely	timely	ADV
asir-5092	17	42	and	and	CCONJ
asir-5092	17	43	effectively	effectively	ADV
asir-5092	17	44	monitor	monitor	VERB
asir-5092	17	45	problems	problem	NOUN
asir-5092	17	46	,	,	PUNCT
asir-5092	17	47	solve	solve	VERB
asir-5092	17	48	problems	problem	NOUN
asir-5092	17	49	,	,	PUNCT
asir-5092	17	50	and	and	CCONJ
asir-5092	17	51	lead	lead	VERB
asir-5092	17	52	public	public	ADJ
asir-5092	17	53	opinion	opinion	NOUN
asir-5092	17	54	guidance	guidance	NOUN
asir-5092	17	55	.	.	PUNCT
asir-5092	18	1	2	2	X
asir-5092	18	2	.	.	X
asir-5092	18	3	research	research	NOUN
asir-5092	18	4	status	status	NOUN
asir-5092	18	5	lisha	lisha	PROPN
asir-5092	18	6	(	(	PUNCT
asir-5092	18	7	2017	2017	NUM
asir-5092	18	8	)	)	PUNCT
asir-5092	18	9	proposed	propose	VERB
asir-5092	18	10	three	three	NUM
asir-5092	18	11	principles	principle	NOUN
asir-5092	18	12	that	that	PRON
asir-5092	18	13	need	need	VERB
asir-5092	18	14	to	to	PART
asir-5092	18	15	be	be	AUX
asir-5092	18	16	followed	follow	VERB
asir-5092	18	17	by	by	ADP
asir-5092	18	18	using	use	VERB
asir-5092	18	19	big	big	ADJ
asir-5092	18	20	data	datum	NOUN
asir-5092	18	21	to	to	PART
asir-5092	18	22	carry	carry	VERB
asir-5092	18	23	out	out	ADP
asir-5092	18	24	high	high	ADJ
asir-5092	18	25	-	-	PUNCT
asir-5092	18	26	efficiency	efficiency	NOUN
asir-5092	18	27	network	network	NOUN
asir-5092	18	28	ideological	ideological	ADJ
asir-5092	18	29	and	and	CCONJ
asir-5092	18	30	political	political	ADJ
asir-5092	18	31	education	education	NOUN
asir-5092	18	32	,	,	PUNCT
asir-5092	18	33	namely	namely	ADV
asir-5092	18	34	,	,	PUNCT
asir-5092	18	35	scientificity	scientificity	NOUN
asir-5092	18	36	,	,	PUNCT
asir-5092	18	37	dynamics	dynamic	NOUN
asir-5092	18	38	,	,	PUNCT
asir-5092	18	39	and	and	CCONJ
asir-5092	18	40	privacy	privacy	NOUN
asir-5092	18	41	,	,	PUNCT
asir-5092	18	42	in	in	ADP
asir-5092	18	43	order	order	NOUN
asir-5092	18	44	to	to	PART
asir-5092	18	45	promote	promote	VERB
asir-5092	18	46	the	the	DET
asir-5092	18	47	effectiveness	effectiveness	NOUN
asir-5092	18	48	of	of	ADP
asir-5092	18	49	online	online	ADJ
asir-5092	18	50	ideological	ideological	ADJ
asir-5092	18	51	and	and	CCONJ
asir-5092	18	52	political	political	ADJ
asir-5092	18	53	education	education	NOUN
asir-5092	18	54	.	.	PUNCT
asir-5092	19	1	it	it	PRON
asir-5092	19	2	is	be	AUX
asir-5092	19	3	necessary	necessary	ADJ
asir-5092	19	4	to	to	PART
asir-5092	19	5	strengthen	strengthen	VERB
asir-5092	19	6	awareness	awareness	NOUN
asir-5092	19	7	,	,	PUNCT
asir-5092	19	8	improve	improve	VERB
asir-5092	19	9	the	the	DET
asir-5092	19	10	platform	platform	NOUN
asir-5092	19	11	and	and	CCONJ
asir-5092	19	12	optimize	optimize	VERB
asir-5092	19	13	the	the	DET
asir-5092	19	14	environment	environment	NOUN
asir-5092	19	15	.	.	PUNCT
asir-5092	20	1	li	li	PROPN
asir-5092	20	2	jie	jie	PROPN
asir-5092	20	3	(	(	PUNCT
asir-5092	20	4	2018	2018	NUM
asir-5092	20	5	)	)	PUNCT
asir-5092	20	6	analyzed	analyze	VERB
asir-5092	20	7	the	the	DET
asir-5092	20	8	dilemma	dilemma	NOUN
asir-5092	20	9	faced	face	VERB
asir-5092	20	10	by	by	ADP
asir-5092	20	11	online	online	ADJ
asir-5092	20	12	ideological	ideological	ADJ
asir-5092	20	13	and	and	CCONJ
asir-5092	20	14	political	political	ADJ
asir-5092	20	15	education	education	NOUN
asir-5092	20	16	,	,	PUNCT
asir-5092	20	17	and	and	CCONJ
asir-5092	20	18	proposed	propose	VERB
asir-5092	20	19	that	that	SCONJ
asir-5092	20	20	in	in	ADP
asir-5092	20	21	order	order	NOUN
asir-5092	20	22	to	to	PART
asir-5092	20	23	give	give	VERB
asir-5092	20	24	full	full	ADJ
asir-5092	20	25	play	play	NOUN
asir-5092	20	26	to	to	ADP
asir-5092	20	27	the	the	DET
asir-5092	20	28	application	application	NOUN
asir-5092	20	29	value	value	NOUN
asir-5092	20	30	of	of	ADP
asir-5092	20	31	big	big	ADJ
asir-5092	20	32	data	datum	NOUN
asir-5092	20	33	in	in	ADP
asir-5092	20	34	online	online	ADJ
asir-5092	20	35	ideological	ideological	ADJ
asir-5092	20	36	and	and	CCONJ
asir-5092	20	37	political	political	ADJ
asir-5092	20	38	education	education	NOUN
asir-5092	20	39	,	,	PUNCT
asir-5092	20	40	data	datum	NOUN
asir-5092	20	41	technology	technology	NOUN
asir-5092	20	42	should	should	AUX
asir-5092	20	43	be	be	AUX
asir-5092	20	44	optimized	optimize	VERB
asir-5092	20	45	,	,	PUNCT
asir-5092	20	46	big	big	ADJ
asir-5092	20	47	data	datum	NOUN
asir-5092	20	48	should	should	AUX
asir-5092	20	49	be	be	AUX
asir-5092	20	50	analyzed	analyze	VERB
asir-5092	20	51	accurately	accurately	ADV
asir-5092	20	52	and	and	CCONJ
asir-5092	20	53	efficiently	efficiently	ADV
asir-5092	20	54	,	,	PUNCT
asir-5092	20	55	and	and	CCONJ
asir-5092	20	56	personalized	personalize	VERB
asir-5092	20	57	ideological	ideological	ADJ
asir-5092	20	58	and	and	CCONJ
asir-5092	20	59	political	political	ADJ
asir-5092	20	60	education	education	NOUN
asir-5092	20	61	models	model	NOUN
asir-5092	20	62	should	should	AUX
asir-5092	20	63	be	be	AUX
asir-5092	20	64	promoted	promote	VERB
asir-5092	20	65	to	to	PART
asir-5092	20	66	give	give	VERB
asir-5092	20	67	full	full	ADJ
asir-5092	20	68	play	play	NOUN
asir-5092	20	69	to	to	ADP
asir-5092	20	70	the	the	DET
asir-5092	20	71	leading	lead	VERB
asir-5092	20	72	value	value	NOUN
asir-5092	20	73	of	of	ADP
asir-5092	20	74	online	online	ADJ
asir-5092	20	75	ideological	ideological	ADJ
asir-5092	20	76	and	and	CCONJ
asir-5092	20	77	political	political	ADJ
asir-5092	20	78	education	education	NOUN
asir-5092	20	79	.	.	PUNCT
asir-5092	21	1	qi	qi	PROPN
asir-5092	21	2	mingming	mingming	PROPN
asir-5092	21	3	(	(	PUNCT
asir-5092	21	4	2018	2018	NUM
asir-5092	21	5	)	)	PUNCT
asir-5092	21	6	proposed	propose	VERB
asir-5092	21	7	the	the	DET
asir-5092	21	8	establishment	establishment	NOUN
asir-5092	21	9	of	of	ADP
asir-5092	21	10	a	a	DET
asir-5092	21	11	team	team	NOUN
asir-5092	21	12	linkage	linkage	NOUN
asir-5092	21	13	,	,	PUNCT
asir-5092	21	14	subject	subject	ADJ
asir-5092	21	15	linkage	linkage	NOUN
asir-5092	21	16	,	,	PUNCT
asir-5092	21	17	content	content	NOUN
asir-5092	21	18	linkage	linkage	NOUN
asir-5092	21	19	,	,	PUNCT
asir-5092	21	20	and	and	CCONJ
asir-5092	21	21	platform	platform	NOUN
asir-5092	21	22	linkage	linkage	NOUN
asir-5092	21	23	mechanism	mechanism	NOUN
asir-5092	21	24	to	to	PART
asir-5092	21	25	promote	promote	VERB
asir-5092	21	26	network	network	NOUN
asir-5092	21	27	ideological	ideological	ADJ
asir-5092	21	28	and	and	CCONJ
asir-5092	21	29	political	political	ADJ
asir-5092	21	30	education	education	NOUN
asir-5092	21	31	.	.	PUNCT
asir-5092	22	1	zhu	zhu	PROPN
asir-5092	22	2	hongrun	hongrun	NOUN
asir-5092	22	3	(	(	PUNCT
asir-5092	22	4	2019	2019	NUM
asir-5092	22	5	)	)	PUNCT
asir-5092	22	6	proposed	propose	VERB
asir-5092	22	7	to	to	PART
asir-5092	22	8	build	build	VERB
asir-5092	22	9	and	and	CCONJ
asir-5092	22	10	improve	improve	VERB
asir-5092	22	11	the	the	DET
asir-5092	22	12	teaching	teaching	NOUN
asir-5092	22	13	system	system	NOUN
asir-5092	22	14	,	,	PUNCT
asir-5092	22	15	establish	establish	VERB
asir-5092	22	16	the	the	DET
asir-5092	22	17	concept	concept	NOUN
asir-5092	22	18	of	of	ADP
asir-5092	22	19	big	big	ADJ
asir-5092	22	20	data	datum	NOUN
asir-5092	22	21	,	,	PUNCT
asir-5092	22	22	clarify	clarify	VERB
asir-5092	22	23	the	the	DET
asir-5092	22	24	focus	focus	NOUN
asir-5092	22	25	of	of	ADP
asir-5092	22	26	teaching	teaching	NOUN
asir-5092	22	27	,	,	PUNCT
asir-5092	22	28	increase	increase	VERB
asir-5092	22	29	the	the	DET
asir-5092	22	30	intensity	intensity	NOUN
asir-5092	22	31	of	of	ADP
asir-5092	22	32	platform	platform	NOUN
asir-5092	22	33	construction	construction	NOUN
asir-5092	22	34	,	,	PUNCT
asir-5092	22	35	strengthen	strengthen	VERB
asir-5092	22	36	the	the	DET
asir-5092	22	37	construction	construction	NOUN
asir-5092	22	38	of	of	ADP
asir-5092	22	39	the	the	DET
asir-5092	22	40	teaching	teaching	NOUN
asir-5092	22	41	team	team	NOUN
asir-5092	22	42	,	,	PUNCT
asir-5092	22	43	and	and	CCONJ
asir-5092	22	44	build	build	VERB
asir-5092	22	45	a	a	DET
asir-5092	22	46	multi	multi	ADJ
asir-5092	22	47	-	-	ADJ
asir-5092	22	48	party	party	ADJ
asir-5092	22	49	coordination	coordination	NOUN
asir-5092	22	50	mechanism	mechanism	NOUN
asir-5092	22	51	to	to	PART
asir-5092	22	52	help	help	VERB
asir-5092	22	53	network	network	NOUN
asir-5092	22	54	ideological	ideological	ADJ
asir-5092	22	55	and	and	CCONJ
asir-5092	22	56	political	political	ADJ
asir-5092	22	57	research	research	NOUN
asir-5092	22	58	.	.	PUNCT
asir-5092	23	1	jin	jin	PROPN
asir-5092	23	2	tailai	tailai	PROPN
asir-5092	23	3	(	(	PUNCT
asir-5092	23	4	2019	2019	NUM
asir-5092	23	5	)	)	PUNCT
asir-5092	23	6	analyzed	analyze	VERB
asir-5092	23	7	the	the	DET
asir-5092	23	8	advantages	advantage	NOUN
asir-5092	23	9	of	of	ADP
asir-5092	23	10	network	network	NOUN
asir-5092	23	11	ideological	ideological	ADJ
asir-5092	23	12	and	and	CCONJ
asir-5092	23	13	political	political	ADJ
asir-5092	23	14	education	education	NOUN
asir-5092	23	15	and	and	CCONJ
asir-5092	23	16	proposed	propose	VERB
asir-5092	23	17	measures	measure	NOUN
asir-5092	23	18	such	such	ADJ
asir-5092	23	19	as	as	ADP
asir-5092	23	20	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5092	23	21	applied	apply	VERB
asir-5092	23	22	science	science	NOUN
asir-5092	23	23	and	and	CCONJ
asir-5092	23	24	innovative	innovative	ADJ
asir-5092	23	25	research	research	NOUN
asir-5092	23	26	vol	vol	NOUN
asir-5092	23	27	.	.	PROPN
asir-5092	24	1	6	6	NUM
asir-5092	24	2	,	,	PUNCT
asir-5092	24	3	no	no	INTJ
asir-5092	24	4	.	.	NOUN
asir-5092	24	5	3	3	NUM
asir-5092	24	6	,	,	PUNCT
asir-5092	24	7	2022	2022	NUM
asir-5092	24	8	54	54	NUM
asir-5092	24	9	published	publish	VERB
asir-5092	24	10	by	by	ADP
asir-5092	24	11	scholink	scholink	PROPN
asir-5092	24	12	inc	inc	PROPN
asir-5092	24	13	.	.	PROPN
asir-5092	24	14	improving	improve	VERB
asir-5092	24	15	the	the	DET
asir-5092	24	16	quality	quality	NOUN
asir-5092	24	17	of	of	ADP
asir-5092	24	18	teachers	teacher	NOUN
asir-5092	24	19	and	and	CCONJ
asir-5092	24	20	building	build	VERB
asir-5092	24	21	a	a	DET
asir-5092	24	22	management	management	NOUN
asir-5092	24	23	platform	platform	NOUN
asir-5092	24	24	.	.	PUNCT
asir-5092	25	1	zhao	zhao	PROPN
asir-5092	25	2	rong	rong	PROPN
asir-5092	25	3	(	(	PUNCT
asir-5092	25	4	2020	2020	NUM
asir-5092	25	5	)	)	PUNCT
asir-5092	25	6	proposed	propose	VERB
asir-5092	25	7	innovative	innovative	ADJ
asir-5092	25	8	measures	measure	NOUN
asir-5092	25	9	such	such	ADJ
asir-5092	25	10	as	as	ADP
asir-5092	25	11	cultivating	cultivate	VERB
asir-5092	25	12	data	datum	NOUN
asir-5092	25	13	thinking	thinking	NOUN
asir-5092	25	14	,	,	PUNCT
asir-5092	25	15	scientific	scientific	ADJ
asir-5092	25	16	analysis	analysis	NOUN
asir-5092	25	17	of	of	ADP
asir-5092	25	18	data	datum	NOUN
asir-5092	25	19	,	,	PUNCT
asir-5092	25	20	and	and	CCONJ
asir-5092	25	21	improvement	improvement	NOUN
asir-5092	25	22	of	of	ADP
asir-5092	25	23	institutional	institutional	ADJ
asir-5092	25	24	systems	system	NOUN
asir-5092	25	25	.	.	PUNCT
asir-5092	26	1	yang	yang	PROPN
asir-5092	26	2	wei	wei	PROPN
asir-5092	26	3	(	(	PUNCT
asir-5092	26	4	2021	2021	NUM
asir-5092	26	5	)	)	PUNCT
asir-5092	26	6	proposed	propose	VERB
asir-5092	26	7	measures	measure	NOUN
asir-5092	26	8	to	to	PART
asir-5092	26	9	carry	carry	VERB
asir-5092	26	10	out	out	ADP
asir-5092	26	11	network	network	NOUN
asir-5092	26	12	ideological	ideological	ADJ
asir-5092	26	13	and	and	CCONJ
asir-5092	26	14	political	political	ADJ
asir-5092	26	15	education	education	NOUN
asir-5092	26	16	based	base	VERB
asir-5092	26	17	on	on	ADP
asir-5092	26	18	the	the	DET
asir-5092	26	19	“	"	PUNCT
asir-5092	26	20	yiban	yiban	NOUN
asir-5092	26	21	”	"	PUNCT
asir-5092	26	22	platform	platform	NOUN
asir-5092	26	23	in	in	ADP
asir-5092	26	24	the	the	DET
asir-5092	26	25	era	era	NOUN
asir-5092	26	26	of	of	ADP
asir-5092	26	27	big	big	ADJ
asir-5092	26	28	data	datum	NOUN
asir-5092	26	29	.	.	PUNCT
asir-5092	27	1	feng	feng	PROPN
asir-5092	27	2	ao	ao	PROPN
asir-5092	27	3	(	(	PUNCT
asir-5092	27	4	2021	2021	NUM
asir-5092	27	5	)	)	PUNCT
asir-5092	27	6	suggested	suggest	VERB
asir-5092	27	7	improving	improve	VERB
asir-5092	27	8	the	the	DET
asir-5092	27	9	issue	issue	NOUN
asir-5092	27	10	of	of	ADP
asir-5092	27	11	network	network	NOUN
asir-5092	27	12	ideological	ideological	ADJ
asir-5092	27	13	and	and	CCONJ
asir-5092	27	14	political	political	ADJ
asir-5092	27	15	education	education	NOUN
asir-5092	27	16	from	from	ADP
asir-5092	27	17	five	five	NUM
asir-5092	27	18	aspects	aspect	NOUN
asir-5092	27	19	:	:	PUNCT
asir-5092	27	20	grasping	grasp	VERB
asir-5092	27	21	the	the	DET
asir-5092	27	22	main	main	ADJ
asir-5092	27	23	position	position	NOUN
asir-5092	27	24	of	of	ADP
asir-5092	27	25	ideological	ideological	ADJ
asir-5092	27	26	and	and	CCONJ
asir-5092	27	27	political	political	ADJ
asir-5092	27	28	education	education	NOUN
asir-5092	27	29	,	,	PUNCT
asir-5092	27	30	building	build	VERB
asir-5092	27	31	a	a	DET
asir-5092	27	32	high	high	ADJ
asir-5092	27	33	-	-	PUNCT
asir-5092	27	34	quality	quality	NOUN
asir-5092	27	35	teaching	teaching	NOUN
asir-5092	27	36	team	team	NOUN
asir-5092	27	37	,	,	PUNCT
asir-5092	27	38	cultivating	cultivate	VERB
asir-5092	27	39	student	student	NOUN
asir-5092	27	40	leaders	leader	NOUN
asir-5092	27	41	,	,	PUNCT
asir-5092	27	42	building	build	VERB
asir-5092	27	43	a	a	DET
asir-5092	27	44	theme	theme	NOUN
asir-5092	27	45	demonstration	demonstration	NOUN
asir-5092	27	46	website	website	NOUN
asir-5092	27	47	,	,	PUNCT
asir-5092	27	48	and	and	CCONJ
asir-5092	27	49	improving	improve	VERB
asir-5092	27	50	the	the	DET
asir-5092	27	51	evaluation	evaluation	NOUN
asir-5092	27	52	system	system	NOUN
asir-5092	27	53	of	of	ADP
asir-5092	27	54	ideological	ideological	ADJ
asir-5092	27	55	and	and	CCONJ
asir-5092	27	56	political	political	ADJ
asir-5092	27	57	education	education	NOUN
asir-5092	27	58	.	.	PUNCT
asir-5092	28	1	zhao	zhao	PROPN
asir-5092	28	2	yupeng	yupeng	PROPN
asir-5092	28	3	(	(	PUNCT
asir-5092	28	4	2021	2021	NUM
asir-5092	28	5	)	)	PUNCT
asir-5092	28	6	analyzed	analyze	VERB
asir-5092	28	7	the	the	DET
asir-5092	28	8	significance	significance	NOUN
asir-5092	28	9	of	of	ADP
asir-5092	28	10	strengthening	strengthen	VERB
asir-5092	28	11	the	the	DET
asir-5092	28	12	construction	construction	NOUN
asir-5092	28	13	of	of	ADP
asir-5092	28	14	the	the	DET
asir-5092	28	15	network	network	NOUN
asir-5092	28	16	ideological	ideological	ADJ
asir-5092	28	17	and	and	CCONJ
asir-5092	28	18	political	political	ADJ
asir-5092	28	19	work	work	NOUN
asir-5092	28	20	system	system	NOUN
asir-5092	28	21	and	and	CCONJ
asir-5092	28	22	the	the	DET
asir-5092	28	23	problems	problem	NOUN
asir-5092	28	24	and	and	CCONJ
asir-5092	28	25	challenges	challenge	NOUN
asir-5092	28	26	faced	face	VERB
asir-5092	28	27	and	and	CCONJ
asir-5092	28	28	put	put	VERB
asir-5092	28	29	forward	forward	ADV
asir-5092	28	30	feasible	feasible	ADJ
asir-5092	28	31	strategies	strategy	NOUN
asir-5092	28	32	for	for	ADP
asir-5092	28	33	the	the	DET
asir-5092	28	34	construction	construction	NOUN
asir-5092	28	35	of	of	ADP
asir-5092	28	36	the	the	DET
asir-5092	28	37	network	network	NOUN
asir-5092	28	38	ideological	ideological	ADJ
asir-5092	28	39	and	and	CCONJ
asir-5092	28	40	political	political	ADJ
asir-5092	28	41	work	work	NOUN
asir-5092	28	42	system	system	NOUN
asir-5092	28	43	from	from	ADP
asir-5092	28	44	the	the	DET
asir-5092	28	45	aspects	aspect	NOUN
asir-5092	28	46	of	of	ADP
asir-5092	28	47	value	value	NOUN
asir-5092	28	48	orientation	orientation	NOUN
asir-5092	28	49	,	,	PUNCT
asir-5092	28	50	theme	theme	NOUN
asir-5092	28	51	discourse	discourse	NOUN
asir-5092	28	52	power	power	NOUN
asir-5092	28	53	,	,	PUNCT
asir-5092	28	54	and	and	CCONJ
asir-5092	28	55	all	all	DET
asir-5092	28	56	-	-	PUNCT
asir-5092	28	57	media	medium	NOUN
asir-5092	28	58	integration	integration	NOUN
asir-5092	28	59	,	,	PUNCT
asir-5092	28	60	providing	provide	VERB
asir-5092	28	61	scientific	scientific	ADJ
asir-5092	28	62	guidance	guidance	NOUN
asir-5092	28	63	for	for	ADP
asir-5092	28	64	the	the	DET
asir-5092	28	65	development	development	NOUN
asir-5092	28	66	of	of	ADP
asir-5092	28	67	network	network	NOUN
asir-5092	28	68	ideological	ideological	ADJ
asir-5092	28	69	and	and	CCONJ
asir-5092	28	70	political	political	ADJ
asir-5092	28	71	work	work	NOUN
asir-5092	28	72	.	.	PUNCT
asir-5092	29	1	the	the	DET
asir-5092	29	2	development	development	NOUN
asir-5092	29	3	of	of	ADP
asir-5092	29	4	big	big	ADJ
asir-5092	29	5	data	datum	NOUN
asir-5092	29	6	has	have	AUX
asir-5092	29	7	brought	bring	VERB
asir-5092	29	8	profound	profound	ADJ
asir-5092	29	9	changes	change	NOUN
asir-5092	29	10	in	in	ADP
asir-5092	29	11	school	school	NOUN
asir-5092	29	12	education	education	NOUN
asir-5092	29	13	.	.	PUNCT
asir-5092	30	1	in	in	ADP
asir-5092	30	2	the	the	DET
asir-5092	30	3	past	past	NOUN
asir-5092	30	4	,	,	PUNCT
asir-5092	30	5	effective	effective	ADJ
asir-5092	30	6	measures	measure	NOUN
asir-5092	30	7	were	be	AUX
asir-5092	30	8	not	not	PART
asir-5092	30	9	provided	provide	VERB
asir-5092	30	10	from	from	ADP
asir-5092	30	11	the	the	DET
asir-5092	30	12	perspective	perspective	NOUN
asir-5092	30	13	of	of	ADP
asir-5092	30	14	giving	give	VERB
asir-5092	30	15	full	full	ADJ
asir-5092	30	16	play	play	NOUN
asir-5092	30	17	to	to	ADP
asir-5092	30	18	the	the	DET
asir-5092	30	19	value	value	NOUN
asir-5092	30	20	of	of	ADP
asir-5092	30	21	data	datum	NOUN
asir-5092	30	22	.	.	PUNCT
asir-5092	31	1	the	the	DET
asir-5092	31	2	use	use	NOUN
asir-5092	31	3	of	of	ADP
asir-5092	31	4	teaching	teaching	NOUN
asir-5092	31	5	platforms	platform	NOUN
asir-5092	31	6	such	such	ADJ
asir-5092	31	7	as	as	ADP
asir-5092	31	8	learning	learn	VERB
asir-5092	31	9	,	,	PUNCT
asir-5092	31	10	smart	smart	ADJ
asir-5092	31	11	classrooms	classroom	NOUN
asir-5092	31	12	,	,	PUNCT
asir-5092	31	13	sharing	share	VERB
asir-5092	31	14	of	of	ADP
asir-5092	31	15	one	one	NUM
asir-5092	31	16	-	-	PUNCT
asir-5092	31	17	stop	stop	NOUN
asir-5092	31	18	service	service	NOUN
asir-5092	31	19	of	of	ADP
asir-5092	31	20	“	"	PUNCT
asir-5092	31	21	e	e	NOUN
asir-5092	31	22	-	-	NOUN
asir-5092	31	23	class	class	NOUN
asir-5092	31	24	”	"	PUNCT
asir-5092	31	25	,	,	PUNCT
asir-5092	31	26	and	and	CCONJ
asir-5092	31	27	the	the	DET
asir-5092	31	28	construction	construction	NOUN
asir-5092	31	29	of	of	ADP
asir-5092	31	30	campus	campus	NOUN
asir-5092	31	31	networks	network	NOUN
asir-5092	31	32	are	be	AUX
asir-5092	31	33	always	always	ADV
asir-5092	31	34	collecting	collect	VERB
asir-5092	31	35	data	datum	NOUN
asir-5092	31	36	.	.	PUNCT
asir-5092	32	1	with	with	ADP
asir-5092	32	2	the	the	DET
asir-5092	32	3	increase	increase	NOUN
asir-5092	32	4	of	of	ADP
asir-5092	32	5	data	datum	NOUN
asir-5092	32	6	volume	volume	NOUN
asir-5092	32	7	,	,	PUNCT
asir-5092	32	8	ideological	ideological	ADJ
asir-5092	32	9	and	and	CCONJ
asir-5092	32	10	political	political	ADJ
asir-5092	32	11	education	education	NOUN
asir-5092	32	12	analysis	analysis	NOUN
asir-5092	32	13	from	from	ADP
asir-5092	32	14	a	a	DET
asir-5092	32	15	large	large	ADJ
asir-5092	32	16	number	number	NOUN
asir-5092	32	17	of	of	ADP
asir-5092	32	18	irrelevant	irrelevant	ADJ
asir-5092	32	19	data	datum	NOUN
asir-5092	32	20	,	,	PUNCT
asir-5092	32	21	and	and	CCONJ
asir-5092	32	22	timely	timely	ADJ
asir-5092	32	23	tracking	tracking	NOUN
asir-5092	32	24	of	of	ADP
asir-5092	32	25	the	the	DET
asir-5092	32	26	ideological	ideological	ADJ
asir-5092	32	27	dynamics	dynamic	NOUN
asir-5092	32	28	and	and	CCONJ
asir-5092	32	29	behavioral	behavioral	ADJ
asir-5092	32	30	characteristics	characteristic	NOUN
asir-5092	32	31	of	of	ADP
asir-5092	32	32	college	college	NOUN
asir-5092	32	33	students	student	NOUN
asir-5092	32	34	promptly	promptly	ADV
asir-5092	32	35	has	have	AUX
asir-5092	32	36	become	become	VERB
asir-5092	32	37	the	the	DET
asir-5092	32	38	mission	mission	NOUN
asir-5092	32	39	of	of	ADP
asir-5092	32	40	education	education	NOUN
asir-5092	32	41	in	in	ADP
asir-5092	32	42	the	the	DET
asir-5092	32	43	new	new	ADJ
asir-5092	32	44	era	era	NOUN
asir-5092	32	45	.	.	PUNCT
asir-5092	33	1	3	3	X
asir-5092	33	2	.	.	X
asir-5092	33	3	problems	problem	NOUN
asir-5092	33	4	faced	face	VERB
asir-5092	33	5	by	by	ADP
asir-5092	33	6	online	online	ADJ
asir-5092	33	7	ideological	ideological	ADJ
asir-5092	33	8	and	and	CCONJ
asir-5092	33	9	political	political	ADJ
asir-5092	33	10	education	education	NOUN
asir-5092	33	11	in	in	ADP
asir-5092	33	12	the	the	DET
asir-5092	33	13	era	era	NOUN
asir-5092	33	14	of	of	ADP
asir-5092	33	15	big	big	ADJ
asir-5092	33	16	data	datum	NOUN
asir-5092	33	17	3.1	3.1	NUM
asir-5092	33	18	weak	weak	ADJ
asir-5092	33	19	data	datum	NOUN
asir-5092	33	20	awareness	awareness	NOUN
asir-5092	33	21	and	and	CCONJ
asir-5092	33	22	lack	lack	NOUN
asir-5092	33	23	of	of	ADP
asir-5092	33	24	data	datum	NOUN
asir-5092	33	25	literacy	literacy	NOUN
asir-5092	33	26	data	datum	NOUN
asir-5092	33	27	awareness	awareness	NOUN
asir-5092	33	28	and	and	CCONJ
asir-5092	33	29	data	datum	NOUN
asir-5092	33	30	literacy	literacy	NOUN
asir-5092	33	31	(	(	PUNCT
asir-5092	33	32	yu	yu	PROPN
asir-5092	33	33	ling	ling	PROPN
asir-5092	33	34	,	,	PUNCT
asir-5092	33	35	2019	2019	NUM
asir-5092	33	36	)	)	PUNCT
asir-5092	33	37	are	be	AUX
asir-5092	33	38	two	two	NUM
asir-5092	33	39	sides	side	NOUN
asir-5092	33	40	of	of	ADP
asir-5092	33	41	the	the	DET
asir-5092	33	42	same	same	ADJ
asir-5092	33	43	coin	coin	NOUN
asir-5092	33	44	.	.	PUNCT
asir-5092	34	1	data	datum	NOUN
asir-5092	34	2	awareness	awareness	NOUN
asir-5092	34	3	is	be	AUX
asir-5092	34	4	the	the	DET
asir-5092	34	5	understanding	understanding	NOUN
asir-5092	34	6	of	of	ADP
asir-5092	34	7	data	datum	NOUN
asir-5092	34	8	,	,	PUNCT
asir-5092	34	9	on	on	ADP
asir-5092	34	10	the	the	DET
asir-5092	34	11	one	one	NUM
asir-5092	34	12	hand	hand	NOUN
asir-5092	34	13	,	,	PUNCT
asir-5092	34	14	it	it	PRON
asir-5092	34	15	is	be	AUX
asir-5092	34	16	recognizing	recognize	VERB
asir-5092	34	17	that	that	SCONJ
asir-5092	34	18	data	datum	NOUN
asir-5092	34	19	can	can	AUX
asir-5092	34	20	show	show	VERB
asir-5092	34	21	great	great	ADJ
asir-5092	34	22	value	value	NOUN
asir-5092	34	23	after	after	ADP
asir-5092	34	24	processing	processing	NOUN
asir-5092	34	25	,	,	PUNCT
asir-5092	34	26	on	on	ADP
asir-5092	34	27	the	the	DET
asir-5092	34	28	other	other	ADJ
asir-5092	34	29	hand	hand	NOUN
asir-5092	34	30	,	,	PUNCT
asir-5092	34	31	it	it	PRON
asir-5092	34	32	is	be	AUX
asir-5092	34	33	ethical	ethical	ADJ
asir-5092	34	34	awareness	awareness	NOUN
asir-5092	34	35	,	,	PUNCT
asir-5092	34	36	if	if	SCONJ
asir-5092	34	37	privacy	privacy	NOUN
asir-5092	34	38	is	be	AUX
asir-5092	34	39	leaked	leak	VERB
asir-5092	34	40	,	,	PUNCT
asir-5092	34	41	it	it	PRON
asir-5092	34	42	will	will	AUX
asir-5092	34	43	have	have	VERB
asir-5092	34	44	a	a	DET
asir-5092	34	45	negative	negative	ADJ
asir-5092	34	46	impact	impact	NOUN
asir-5092	34	47	on	on	ADP
asir-5092	34	48	individuals	individual	NOUN
asir-5092	34	49	and	and	CCONJ
asir-5092	34	50	even	even	ADV
asir-5092	34	51	society	society	NOUN
asir-5092	34	52	.	.	PUNCT
asir-5092	35	1	data	datum	NOUN
asir-5092	35	2	literacy	literacy	NOUN
asir-5092	35	3	refers	refer	VERB
asir-5092	35	4	to	to	ADP
asir-5092	35	5	the	the	DET
asir-5092	35	6	ability	ability	NOUN
asir-5092	35	7	to	to	PART
asir-5092	35	8	pay	pay	VERB
asir-5092	35	9	attention	attention	NOUN
asir-5092	35	10	to	to	ADP
asir-5092	35	11	the	the	DET
asir-5092	35	12	ability	ability	NOUN
asir-5092	35	13	to	to	PART
asir-5092	35	14	obtain	obtain	VERB
asir-5092	35	15	,	,	PUNCT
asir-5092	35	16	analyze	analyze	VERB
asir-5092	35	17	,	,	PUNCT
asir-5092	35	18	store	store	NOUN
asir-5092	35	19	,	,	PUNCT
asir-5092	35	20	criticize	criticize	VERB
asir-5092	35	21	and	and	CCONJ
asir-5092	35	22	share	share	NOUN
asir-5092	35	23	data	datum	NOUN
asir-5092	35	24	,	,	PUNCT
asir-5092	35	25	as	as	ADV
asir-5092	35	26	well	well	ADV
asir-5092	35	27	as	as	ADP
asir-5092	35	28	the	the	DET
asir-5092	35	29	ethical	ethical	ADJ
asir-5092	35	30	code	code	NOUN
asir-5092	35	31	of	of	ADP
asir-5092	35	32	conduct	conduct	NOUN
asir-5092	35	33	involved	involve	VERB
asir-5092	35	34	in	in	ADP
asir-5092	35	35	the	the	DET
asir-5092	35	36	data	data	NOUN
asir-5092	35	37	utilization	utilization	NOUN
asir-5092	35	38	process	process	NOUN
asir-5092	35	39	,	,	PUNCT
asir-5092	35	40	to	to	PART
asir-5092	35	41	be	be	AUX
asir-5092	35	42	able	able	ADJ
asir-5092	35	43	to	to	PART
asir-5092	35	44	understand	understand	VERB
asir-5092	35	45	the	the	DET
asir-5092	35	46	problems	problem	NOUN
asir-5092	35	47	of	of	ADP
asir-5092	35	48	data	datum	NOUN
asir-5092	35	49	in	in	ADP
asir-5092	35	50	the	the	DET
asir-5092	35	51	field	field	NOUN
asir-5092	35	52	and	and	CCONJ
asir-5092	35	53	the	the	DET
asir-5092	35	54	meaning	meaning	NOUN
asir-5092	35	55	of	of	ADP
asir-5092	35	56	data	datum	NOUN
asir-5092	35	57	,	,	PUNCT
asir-5092	35	58	to	to	PART
asir-5092	35	59	communicate	communicate	VERB
asir-5092	35	60	with	with	ADP
asir-5092	35	61	data	datum	NOUN
asir-5092	35	62	analysis	analysis	NOUN
asir-5092	35	63	experts	expert	NOUN
asir-5092	35	64	,	,	PUNCT
asir-5092	35	65	to	to	PART
asir-5092	35	66	tap	tap	VERB
asir-5092	35	67	the	the	DET
asir-5092	35	68	maximum	maximum	ADJ
asir-5092	35	69	value	value	NOUN
asir-5092	35	70	of	of	ADP
asir-5092	35	71	data	datum	NOUN
asir-5092	35	72	,	,	PUNCT
asir-5092	35	73	and	and	CCONJ
asir-5092	35	74	to	to	PART
asir-5092	35	75	provide	provide	VERB
asir-5092	35	76	timely	timely	ADJ
asir-5092	35	77	and	and	CCONJ
asir-5092	35	78	effective	effective	ADJ
asir-5092	35	79	decision	decision	NOUN
asir-5092	35	80	-	-	PUNCT
asir-5092	35	81	making	make	VERB
asir-5092	35	82	suggestions	suggestion	NOUN
asir-5092	35	83	for	for	ADP
asir-5092	35	84	decision	decision	NOUN
asir-5092	35	85	-	-	PUNCT
asir-5092	35	86	making	make	VERB
asir-5092	35	87	managers	manager	NOUN
asir-5092	35	88	.	.	PUNCT
asir-5092	36	1	school	school	NOUN
asir-5092	36	2	network	network	NOUN
asir-5092	36	3	ideological	ideological	ADJ
asir-5092	36	4	and	and	CCONJ
asir-5092	36	5	political	political	ADJ
asir-5092	36	6	education	education	NOUN
asir-5092	36	7	work	work	NOUN
asir-5092	36	8	generally	generally	ADV
asir-5092	36	9	adopts	adopt	VERB
asir-5092	36	10	the	the	DET
asir-5092	36	11	traditional	traditional	ADJ
asir-5092	36	12	data	datum	NOUN
asir-5092	36	13	analysis	analysis	NOUN
asir-5092	36	14	model	model	NOUN
asir-5092	36	15	,	,	PUNCT
asir-5092	36	16	ignores	ignore	VERB
asir-5092	36	17	the	the	DET
asir-5092	36	18	auxiliary	auxiliary	ADJ
asir-5092	36	19	help	help	NOUN
asir-5092	36	20	of	of	ADP
asir-5092	36	21	big	big	ADJ
asir-5092	36	22	data	datum	NOUN
asir-5092	36	23	to	to	ADP
asir-5092	36	24	education	education	NOUN
asir-5092	36	25	,	,	PUNCT
asir-5092	36	26	fails	fail	VERB
asir-5092	36	27	to	to	PART
asir-5092	36	28	organically	organically	ADV
asir-5092	36	29	combine	combine	VERB
asir-5092	36	30	big	big	ADJ
asir-5092	36	31	data	datum	NOUN
asir-5092	36	32	with	with	ADP
asir-5092	36	33	network	network	NOUN
asir-5092	36	34	ideological	ideological	ADJ
asir-5092	36	35	and	and	CCONJ
asir-5092	36	36	political	political	ADJ
asir-5092	36	37	education	education	NOUN
asir-5092	36	38	,	,	PUNCT
asir-5092	36	39	and	and	CCONJ
asir-5092	36	40	is	be	AUX
asir-5092	36	41	not	not	PART
asir-5092	36	42	conducive	conducive	ADJ
asir-5092	36	43	to	to	ADP
asir-5092	36	44	the	the	DET
asir-5092	36	45	development	development	NOUN
asir-5092	36	46	of	of	ADP
asir-5092	36	47	ideological	ideological	ADJ
asir-5092	36	48	and	and	CCONJ
asir-5092	36	49	political	political	ADJ
asir-5092	36	50	education	education	NOUN
asir-5092	36	51	,	,	PUNCT
asir-5092	36	52	lacks	lack	VERB
asir-5092	36	53	sensitivity	sensitivity	NOUN
asir-5092	36	54	to	to	ADP
asir-5092	36	55	data	datum	NOUN
asir-5092	36	56	and	and	CCONJ
asir-5092	36	57	development	development	NOUN
asir-5092	36	58	capabilities	capability	NOUN
asir-5092	36	59	,	,	PUNCT
asir-5092	36	60	and	and	CCONJ
asir-5092	36	61	needs	need	VERB
asir-5092	36	62	to	to	PART
asir-5092	36	63	further	far	ADV
asir-5092	36	64	improve	improve	VERB
asir-5092	36	65	data	datum	NOUN
asir-5092	36	66	literacy	literacy	NOUN
asir-5092	36	67	.	.	PUNCT
asir-5092	37	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-5092	37	2	applied	apply	VERB
asir-5092	37	3	science	science	NOUN
asir-5092	37	4	and	and	CCONJ
asir-5092	37	5	innovative	innovative	ADJ
asir-5092	37	6	research	research	NOUN
asir-5092	37	7	vol	vol	NOUN
asir-5092	37	8	.	.	PROPN
asir-5092	38	1	6	6	NUM
asir-5092	38	2	,	,	PUNCT
asir-5092	38	3	no	no	INTJ
asir-5092	38	4	.	.	NOUN
asir-5092	38	5	3	3	NUM
asir-5092	38	6	,	,	PUNCT
asir-5092	38	7	2022	2022	NUM
asir-5092	38	8	55	55	NUM
asir-5092	38	9	published	publish	VERB
asir-5092	38	10	by	by	ADP
asir-5092	38	11	scholink	scholink	PROPN
asir-5092	38	12	inc	inc	PROPN
asir-5092	38	13	.	.	PROPN
asir-5092	38	14	3.2	3.2	NUM
asir-5092	38	15	lack	lack	NOUN
asir-5092	38	16	of	of	ADP
asir-5092	38	17	unified	unified	ADJ
asir-5092	38	18	and	and	CCONJ
asir-5092	38	19	effective	effective	ADJ
asir-5092	38	20	management	management	NOUN
asir-5092	38	21	of	of	ADP
asir-5092	38	22	data	datum	NOUN
asir-5092	38	23	the	the	DET
asir-5092	38	24	key	key	NOUN
asir-5092	38	25	to	to	ADP
asir-5092	38	26	giving	give	VERB
asir-5092	38	27	full	full	ADJ
asir-5092	38	28	play	play	NOUN
asir-5092	38	29	to	to	ADP
asir-5092	38	30	big	big	ADJ
asir-5092	38	31	data	datum	NOUN
asir-5092	38	32	in	in	ADP
asir-5092	38	33	school	school	NOUN
asir-5092	38	34	network	network	NOUN
asir-5092	38	35	ideological	ideological	ADJ
asir-5092	38	36	and	and	CCONJ
asir-5092	38	37	political	political	ADJ
asir-5092	38	38	education	education	NOUN
asir-5092	38	39	is	be	AUX
asir-5092	38	40	to	to	PART
asir-5092	38	41	comply	comply	VERB
asir-5092	38	42	with	with	ADP
asir-5092	38	43	the	the	DET
asir-5092	38	44	development	development	NOUN
asir-5092	38	45	trend	trend	NOUN
asir-5092	38	46	of	of	ADP
asir-5092	38	47	dataization	dataization	NOUN
asir-5092	38	48	in	in	ADP
asir-5092	38	49	the	the	DET
asir-5092	38	50	information	information	NOUN
asir-5092	38	51	age	age	NOUN
asir-5092	38	52	,	,	PUNCT
asir-5092	38	53	highlight	highlight	VERB
asir-5092	38	54	the	the	DET
asir-5092	38	55	role	role	NOUN
asir-5092	38	56	of	of	ADP
asir-5092	38	57	data	datum	NOUN
asir-5092	38	58	on	on	ADP
asir-5092	38	59	network	network	NOUN
asir-5092	38	60	ideological	ideological	ADJ
asir-5092	38	61	and	and	CCONJ
asir-5092	38	62	political	political	ADJ
asir-5092	38	63	education	education	NOUN
asir-5092	38	64	,	,	PUNCT
asir-5092	38	65	reasonably	reasonably	ADV
asir-5092	38	66	use	use	VERB
asir-5092	38	67	big	big	ADJ
asir-5092	38	68	data	datum	NOUN
asir-5092	38	69	technology	technology	NOUN
asir-5092	38	70	,	,	PUNCT
asir-5092	38	71	scientifically	scientifically	ADV
asir-5092	38	72	collect	collect	VERB
asir-5092	38	73	student	student	NOUN
asir-5092	38	74	network	network	NOUN
asir-5092	38	75	behavior	behavior	NOUN
asir-5092	38	76	data	datum	NOUN
asir-5092	38	77	and	and	CCONJ
asir-5092	38	78	effectively	effectively	ADV
asir-5092	38	79	process	process	VERB
asir-5092	38	80	analysis	analysis	NOUN
asir-5092	38	81	,	,	PUNCT
asir-5092	38	82	effective	effective	ADJ
asir-5092	38	83	display	display	NOUN
asir-5092	38	84	students	student	NOUN
asir-5092	38	85	’	’	PART
asir-5092	38	86	current	current	ADJ
asir-5092	38	87	ideological	ideological	ADJ
asir-5092	38	88	status	status	NOUN
asir-5092	38	89	,	,	PUNCT
asir-5092	38	90	monitor	monitor	VERB
asir-5092	38	91	students	student	NOUN
asir-5092	38	92	’	'	PUNCT
asir-5092	38	93	personalized	personalized	ADJ
asir-5092	38	94	characteristics	characteristic	NOUN
asir-5092	38	95	,	,	PUNCT
asir-5092	38	96	predict	predict	VERB
asir-5092	38	97	students	student	NOUN
asir-5092	38	98	’	'	PUNCT
asir-5092	38	99	ideological	ideological	ADJ
asir-5092	38	100	dynamic	dynamic	ADJ
asir-5092	38	101	trends	trend	NOUN
asir-5092	38	102	,	,	PUNCT
asir-5092	38	103	and	and	CCONJ
asir-5092	38	104	make	make	VERB
asir-5092	38	105	full	full	ADJ
asir-5092	38	106	use	use	NOUN
asir-5092	38	107	of	of	ADP
asir-5092	38	108	big	big	ADJ
asir-5092	38	109	data	datum	NOUN
asir-5092	38	110	to	to	PART
asir-5092	38	111	promote	promote	VERB
asir-5092	38	112	network	network	NOUN
asir-5092	38	113	ideological	ideological	ADJ
asir-5092	38	114	and	and	CCONJ
asir-5092	38	115	political	political	ADJ
asir-5092	38	116	education	education	NOUN
asir-5092	38	117	.	.	PUNCT
asir-5092	39	1	the	the	DET
asir-5092	39	2	current	current	ADJ
asir-5092	39	3	universities	university	NOUN
asir-5092	39	4	actively	actively	ADV
asir-5092	39	5	carry	carry	VERB
asir-5092	39	6	out	out	ADP
asir-5092	39	7	network	network	NOUN
asir-5092	39	8	ideological	ideological	ADJ
asir-5092	39	9	and	and	CCONJ
asir-5092	39	10	political	political	ADJ
asir-5092	39	11	education	education	NOUN
asir-5092	39	12	,	,	PUNCT
asir-5092	39	13	and	and	CCONJ
asir-5092	39	14	there	there	PRON
asir-5092	39	15	are	be	VERB
asir-5092	39	16	the	the	DET
asir-5092	39	17	following	follow	VERB
asir-5092	39	18	problems	problem	NOUN
asir-5092	39	19	in	in	ADP
asir-5092	39	20	unified	unified	ADJ
asir-5092	39	21	data	datum	NOUN
asir-5092	39	22	management	management	NOUN
asir-5092	39	23	:	:	PUNCT
asir-5092	39	24	the	the	DET
asir-5092	39	25	first	first	ADJ
asir-5092	39	26	is	be	AUX
asir-5092	39	27	that	that	SCONJ
asir-5092	39	28	the	the	DET
asir-5092	39	29	data	datum	NOUN
asir-5092	39	30	is	be	AUX
asir-5092	39	31	scattered	scatter	VERB
asir-5092	39	32	,	,	PUNCT
asir-5092	39	33	which	which	PRON
asir-5092	39	34	is	be	AUX
asir-5092	39	35	not	not	PART
asir-5092	39	36	conducive	conducive	ADJ
asir-5092	39	37	to	to	ADP
asir-5092	39	38	analysis	analysis	NOUN
asir-5092	39	39	.	.	PUNCT
asir-5092	40	1	“	"	PUNCT
asir-5092	40	2	e	e	NOUN
asir-5092	40	3	-	-	NOUN
asir-5092	40	4	class	class	NOUN
asir-5092	40	5	”	"	PUNCT
asir-5092	40	6	,	,	PUNCT
asir-5092	40	7	new	new	ADJ
asir-5092	40	8	media	medium	NOUN
asir-5092	40	9	,	,	PUNCT
asir-5092	40	10	smart	smart	ADJ
asir-5092	40	11	classroom	classroom	NOUN
asir-5092	40	12	,	,	PUNCT
asir-5092	40	13	official	official	ADJ
asir-5092	40	14	micro	micro	NOUN
asir-5092	40	15	-	-	NOUN
asir-5092	40	16	blog	blog	NOUN
asir-5092	40	17	,	,	PUNCT
asir-5092	40	18	etc	etc	X
asir-5092	40	19	.	.	X
asir-5092	40	20	are	be	AUX
asir-5092	40	21	relatively	relatively	ADV
asir-5092	40	22	independent	independent	ADJ
asir-5092	40	23	,	,	PUNCT
asir-5092	40	24	and	and	CCONJ
asir-5092	40	25	the	the	DET
asir-5092	40	26	student	student	NOUN
asir-5092	40	27	behavior	behavior	NOUN
asir-5092	40	28	data	datum	NOUN
asir-5092	40	29	can	can	AUX
asir-5092	40	30	not	not	PART
asir-5092	40	31	be	be	AUX
asir-5092	40	32	integrated	integrate	VERB
asir-5092	40	33	,	,	PUNCT
asir-5092	40	34	which	which	PRON
asir-5092	40	35	seriously	seriously	ADV
asir-5092	40	36	reduces	reduce	VERB
asir-5092	40	37	the	the	DET
asir-5092	40	38	richness	richness	NOUN
asir-5092	40	39	and	and	CCONJ
asir-5092	40	40	relevance	relevance	NOUN
asir-5092	40	41	of	of	ADP
asir-5092	40	42	the	the	DET
asir-5092	40	43	student	student	NOUN
asir-5092	40	44	behavior	behavior	NOUN
asir-5092	40	45	data	datum	NOUN
asir-5092	40	46	sample	sample	NOUN
asir-5092	40	47	,	,	PUNCT
asir-5092	40	48	and	and	CCONJ
asir-5092	40	49	can	can	AUX
asir-5092	40	50	not	not	PART
asir-5092	40	51	fully	fully	ADV
asir-5092	40	52	understand	understand	VERB
asir-5092	40	53	and	and	CCONJ
asir-5092	40	54	reasonably	reasonably	ADV
asir-5092	40	55	use	use	VERB
asir-5092	40	56	the	the	DET
asir-5092	40	57	relevant	relevant	ADJ
asir-5092	40	58	data	data	NOUN
asir-5092	40	59	mining	mining	NOUN
asir-5092	40	60	technology	technology	NOUN
asir-5092	40	61	to	to	PART
asir-5092	40	62	find	find	VERB
asir-5092	40	63	the	the	DET
asir-5092	40	64	potential	potential	ADJ
asir-5092	40	65	information	information	NOUN
asir-5092	40	66	.	.	PUNCT
asir-5092	41	1	the	the	DET
asir-5092	41	2	second	second	ADJ
asir-5092	41	3	is	be	AUX
asir-5092	41	4	the	the	DET
asir-5092	41	5	lack	lack	NOUN
asir-5092	41	6	of	of	ADP
asir-5092	41	7	double	double	ADJ
asir-5092	41	8	-	-	PUNCT
asir-5092	41	9	quality	quality	NOUN
asir-5092	41	10	teachers	teacher	NOUN
asir-5092	41	11	with	with	ADP
asir-5092	41	12	data	datum	NOUN
asir-5092	41	13	analysis	analysis	NOUN
asir-5092	41	14	and	and	CCONJ
asir-5092	41	15	mining	mining	NOUN
asir-5092	41	16	ability	ability	NOUN
asir-5092	41	17	.	.	PUNCT
asir-5092	42	1	the	the	DET
asir-5092	42	2	process	process	NOUN
asir-5092	42	3	of	of	ADP
asir-5092	42	4	collection	collection	NOUN
asir-5092	42	5	,	,	PUNCT
asir-5092	42	6	storage	storage	NOUN
asir-5092	42	7	,	,	PUNCT
asir-5092	42	8	cleaning	cleaning	NOUN
asir-5092	42	9	,	,	PUNCT
asir-5092	42	10	excavation	excavation	NOUN
asir-5092	42	11	,	,	PUNCT
asir-5092	42	12	and	and	CCONJ
asir-5092	42	13	sharing	sharing	NOUN
asir-5092	42	14	of	of	ADP
asir-5092	42	15	big	big	ADJ
asir-5092	42	16	data	datum	NOUN
asir-5092	42	17	not	not	PART
asir-5092	42	18	only	only	ADV
asir-5092	42	19	requires	require	VERB
asir-5092	42	20	basic	basic	ADJ
asir-5092	42	21	computer	computer	NOUN
asir-5092	42	22	knowledge	knowledge	NOUN
asir-5092	42	23	but	but	CCONJ
asir-5092	42	24	also	also	ADV
asir-5092	42	25	deep	deep	ADJ
asir-5092	42	26	-	-	PUNCT
asir-5092	42	27	level	level	NOUN
asir-5092	42	28	big	big	ADJ
asir-5092	42	29	data	datum	NOUN
asir-5092	42	30	technology	technology	NOUN
asir-5092	42	31	support	support	NOUN
asir-5092	42	32	.	.	PUNCT
asir-5092	43	1	although	although	SCONJ
asir-5092	43	2	some	some	DET
asir-5092	43	3	schools	school	NOUN
asir-5092	43	4	have	have	AUX
asir-5092	43	5	set	set	VERB
asir-5092	43	6	up	up	ADP
asir-5092	43	7	big	big	ADJ
asir-5092	43	8	data	datum	NOUN
asir-5092	43	9	majors	major	NOUN
asir-5092	43	10	,	,	PUNCT
asir-5092	43	11	teachers	teacher	NOUN
asir-5092	43	12	lack	lack	VERB
asir-5092	43	13	related	relate	VERB
asir-5092	43	14	corporate	corporate	ADJ
asir-5092	43	15	practical	practical	ADJ
asir-5092	43	16	experience	experience	NOUN
asir-5092	43	17	,	,	PUNCT
asir-5092	43	18	which	which	PRON
asir-5092	43	19	restricts	restrict	VERB
asir-5092	43	20	the	the	DET
asir-5092	43	21	role	role	NOUN
asir-5092	43	22	of	of	ADP
asir-5092	43	23	big	big	ADJ
asir-5092	43	24	data	datum	NOUN
asir-5092	43	25	in	in	ADP
asir-5092	43	26	the	the	DET
asir-5092	43	27	work	work	NOUN
asir-5092	43	28	of	of	ADP
asir-5092	43	29	network	network	NOUN
asir-5092	43	30	ideological	ideological	ADJ
asir-5092	43	31	and	and	CCONJ
asir-5092	43	32	political	political	ADJ
asir-5092	43	33	education	education	NOUN
asir-5092	43	34	.	.	PUNCT
asir-5092	44	1	4	4	X
asir-5092	44	2	.	.	X
asir-5092	44	3	the	the	DET
asir-5092	44	4	implementation	implementation	NOUN
asir-5092	44	5	path	path	NOUN
asir-5092	44	6	of	of	ADP
asir-5092	44	7	network	network	NOUN
asir-5092	44	8	ideological	ideological	ADJ
asir-5092	44	9	and	and	CCONJ
asir-5092	44	10	political	political	ADJ
asir-5092	44	11	education	education	NOUN
asir-5092	44	12	in	in	ADP
asir-5092	44	13	the	the	DET
asir-5092	44	14	era	era	NOUN
asir-5092	44	15	of	of	ADP
asir-5092	44	16	big	big	ADJ
asir-5092	44	17	data	datum	NOUN
asir-5092	44	18	the	the	DET
asir-5092	44	19	solution	solution	NOUN
asir-5092	44	20	to	to	ADP
asir-5092	44	21	big	big	ADJ
asir-5092	44	22	data	datum	NOUN
asir-5092	44	23	acquisition	acquisition	NOUN
asir-5092	44	24	,	,	PUNCT
asir-5092	44	25	storage	storage	NOUN
asir-5092	44	26	,	,	PUNCT
asir-5092	44	27	cleaning	cleaning	NOUN
asir-5092	44	28	,	,	PUNCT
asir-5092	44	29	mining	mining	NOUN
asir-5092	44	30	,	,	PUNCT
asir-5092	44	31	analysis	analysis	NOUN
asir-5092	44	32	,	,	PUNCT
asir-5092	44	33	and	and	CCONJ
asir-5092	44	34	visualization	visualization	NOUN
asir-5092	44	35	problems	problem	NOUN
asir-5092	44	36	is	be	AUX
asir-5092	44	37	an	an	DET
asir-5092	44	38	important	important	ADJ
asir-5092	44	39	measure	measure	NOUN
asir-5092	44	40	to	to	ADP
asir-5092	44	41	building	build	VERB
asir-5092	44	42	a	a	DET
asir-5092	44	43	digital	digital	ADJ
asir-5092	44	44	resource	resource	NOUN
asir-5092	44	45	system	system	NOUN
asir-5092	44	46	.	.	PUNCT
asir-5092	45	1	massive	massive	ADJ
asir-5092	45	2	data	datum	NOUN
asir-5092	45	3	and	and	CCONJ
asir-5092	45	4	data	datum	NOUN
asir-5092	45	5	from	from	ADP
asir-5092	45	6	a	a	DET
asir-5092	45	7	variety	variety	NOUN
asir-5092	45	8	of	of	ADP
asir-5092	45	9	database	database	NOUN
asir-5092	45	10	sources	source	NOUN
asir-5092	45	11	have	have	AUX
asir-5092	45	12	brought	bring	VERB
asir-5092	45	13	great	great	ADJ
asir-5092	45	14	tests	test	NOUN
asir-5092	45	15	to	to	ADP
asir-5092	45	16	data	data	NOUN
asir-5092	45	17	processing	processing	NOUN
asir-5092	45	18	and	and	CCONJ
asir-5092	45	19	analysis	analysis	NOUN
asir-5092	45	20	,	,	PUNCT
asir-5092	45	21	to	to	PART
asir-5092	45	22	obtain	obtain	VERB
asir-5092	45	23	reliable	reliable	ADJ
asir-5092	45	24	and	and	CCONJ
asir-5092	45	25	valuable	valuable	ADJ
asir-5092	45	26	information	information	NOUN
asir-5092	45	27	,	,	PUNCT
asir-5092	45	28	we	we	PRON
asir-5092	45	29	must	must	AUX
asir-5092	45	30	choose	choose	VERB
asir-5092	45	31	appropriate	appropriate	ADJ
asir-5092	45	32	processing	processing	NOUN
asir-5092	45	33	means	mean	NOUN
asir-5092	45	34	and	and	CCONJ
asir-5092	45	35	appropriate	appropriate	ADJ
asir-5092	45	36	analysis	analysis	NOUN
asir-5092	45	37	methods	method	NOUN
asir-5092	45	38	.	.	PUNCT
asir-5092	46	1	based	base	VERB
asir-5092	46	2	on	on	ADP
asir-5092	46	3	the	the	DET
asir-5092	46	4	data	data	NOUN
asir-5092	46	5	mining	mining	NOUN
asir-5092	46	6	process	process	NOUN
asir-5092	46	7	model	model	NOUN
asir-5092	46	8	,	,	PUNCT
asir-5092	46	9	this	this	DET
asir-5092	46	10	paper	paper	NOUN
asir-5092	46	11	analyzes	analyze	VERB
asir-5092	46	12	the	the	DET
asir-5092	46	13	implementation	implementation	NOUN
asir-5092	46	14	path	path	NOUN
asir-5092	46	15	of	of	ADP
asir-5092	46	16	network	network	NOUN
asir-5092	46	17	ideological	ideological	ADJ
asir-5092	46	18	and	and	CCONJ
asir-5092	46	19	political	political	ADJ
asir-5092	46	20	education	education	NOUN
asir-5092	46	21	in	in	ADP
asir-5092	46	22	the	the	DET
asir-5092	46	23	era	era	NOUN
asir-5092	46	24	of	of	ADP
asir-5092	46	25	big	big	ADJ
asir-5092	46	26	data	datum	NOUN
asir-5092	46	27	from	from	ADP
asir-5092	46	28	a	a	DET
asir-5092	46	29	technical	technical	ADJ
asir-5092	46	30	point	point	NOUN
asir-5092	46	31	of	of	ADP
asir-5092	46	32	view	view	NOUN
asir-5092	46	33	.	.	PUNCT
asir-5092	47	1	4.1	4.1	NUM
asir-5092	47	2	integrate	integrate	VERB
asir-5092	47	3	student	student	NOUN
asir-5092	47	4	behavior	behavior	NOUN
asir-5092	47	5	data	datum	NOUN
asir-5092	47	6	information	information	NOUN
asir-5092	47	7	across	across	ADP
asir-5092	47	8	platforms	platform	NOUN
asir-5092	47	9	business	business	NOUN
asir-5092	47	10	understanding	understanding	NOUN
asir-5092	47	11	:	:	PUNCT
asir-5092	47	12	closely	closely	ADV
asir-5092	47	13	cooperate	cooperate	VERB
asir-5092	47	14	with	with	ADP
asir-5092	47	15	school	school	NOUN
asir-5092	47	16	leaders	leader	NOUN
asir-5092	47	17	,	,	PUNCT
asir-5092	47	18	select	select	ADJ
asir-5092	47	19	students	student	NOUN
asir-5092	47	20	’	'	PUNCT
asir-5092	47	21	behavioral	behavioral	ADJ
asir-5092	47	22	indicators	indicator	NOUN
asir-5092	47	23	that	that	PRON
asir-5092	47	24	need	need	VERB
asir-5092	47	25	to	to	PART
asir-5092	47	26	be	be	AUX
asir-5092	47	27	monitored	monitor	VERB
asir-5092	47	28	,	,	PUNCT
asir-5092	47	29	set	set	VERB
asir-5092	47	30	the	the	DET
asir-5092	47	31	problems	problem	NOUN
asir-5092	47	32	in	in	ADP
asir-5092	47	33	the	the	DET
asir-5092	47	34	data	data	NOUN
asir-5092	47	35	mining	mining	NOUN
asir-5092	47	36	stage	stage	NOUN
asir-5092	47	37	and	and	CCONJ
asir-5092	47	38	mining	mining	NOUN
asir-5092	47	39	goals	goal	NOUN
asir-5092	47	40	,	,	PUNCT
asir-5092	47	41	set	set	VERB
asir-5092	47	42	up	up	ADP
asir-5092	47	43	personnel	personnel	NOUN
asir-5092	47	44	required	require	VERB
asir-5092	47	45	for	for	ADP
asir-5092	47	46	each	each	DET
asir-5092	47	47	link	link	NOUN
asir-5092	47	48	,	,	PUNCT
asir-5092	47	49	select	select	ADJ
asir-5092	47	50	data	datum	NOUN
asir-5092	47	51	mining	mining	NOUN
asir-5092	47	52	tools	tool	NOUN
asir-5092	47	53	,	,	PUNCT
asir-5092	47	54	and	and	CCONJ
asir-5092	47	55	formulate	formulate	VERB
asir-5092	47	56	implementation	implementation	NOUN
asir-5092	47	57	plans	plan	NOUN
asir-5092	47	58	.	.	PUNCT
asir-5092	48	1	data	datum	NOUN
asir-5092	48	2	understanding	understanding	NOUN
asir-5092	48	3	:	:	PUNCT
asir-5092	48	4	familiar	familiar	ADJ
asir-5092	48	5	with	with	ADP
asir-5092	48	6	the	the	DET
asir-5092	48	7	attributes	attribute	NOUN
asir-5092	48	8	of	of	ADP
asir-5092	48	9	data	datum	NOUN
asir-5092	48	10	based	base	VERB
asir-5092	48	11	on	on	ADP
asir-5092	48	12	business	business	NOUN
asir-5092	48	13	understanding	understanding	NOUN
asir-5092	48	14	,	,	PUNCT
asir-5092	48	15	initially	initially	ADV
asir-5092	48	16	data	data	VERB
asir-5092	48	17	characteristics	characteristic	NOUN
asir-5092	48	18	,	,	PUNCT
asir-5092	48	19	intuitive	intuitive	ADJ
asir-5092	48	20	understanding	understanding	NOUN
asir-5092	48	21	of	of	ADP
asir-5092	48	22	the	the	DET
asir-5092	48	23	quality	quality	NOUN
asir-5092	48	24	of	of	ADP
asir-5092	48	25	data	datum	NOUN
asir-5092	48	26	,	,	PUNCT
asir-5092	48	27	and	and	CCONJ
asir-5092	48	28	obtaining	obtain	VERB
asir-5092	48	29	datasets	dataset	NOUN
asir-5092	48	30	that	that	PRON
asir-5092	48	31	are	be	AUX
asir-5092	48	32	interested	interested	ADJ
asir-5092	48	33	in	in	ADP
asir-5092	48	34	.	.	PUNCT
asir-5092	49	1	the	the	DET
asir-5092	49	2	amount	amount	NOUN
asir-5092	49	3	of	of	ADP
asir-5092	49	4	data	datum	NOUN
asir-5092	49	5	of	of	ADP
asir-5092	49	6	student	student	NOUN
asir-5092	49	7	behavior	behavior	NOUN
asir-5092	49	8	data	datum	NOUN
asir-5092	49	9	is	be	AUX
asir-5092	49	10	very	very	ADV
asir-5092	49	11	large	large	ADJ
asir-5092	49	12	,	,	PUNCT
asir-5092	49	13	and	and	CCONJ
asir-5092	49	14	the	the	DET
asir-5092	49	15	storage	storage	NOUN
asir-5092	49	16	devices	device	NOUN
asir-5092	49	17	on	on	ADP
asir-5092	49	18	personal	personal	ADJ
asir-5092	49	19	computers	computer	NOUN
asir-5092	49	20	can	can	AUX
asir-5092	49	21	not	not	PART
asir-5092	49	22	accommodate	accommodate	VERB
asir-5092	49	23	data	datum	NOUN
asir-5092	49	24	that	that	PRON
asir-5092	49	25	grow	grow	VERB
asir-5092	49	26	in	in	ADP
asir-5092	49	27	real	real	ADJ
asir-5092	49	28	-	-	PUNCT
asir-5092	49	29	time	time	NOUN
asir-5092	49	30	.	.	PUNCT
asir-5092	50	1	the	the	DET
asir-5092	50	2	disk	disk	NOUN
asir-5092	50	3	arrays	array	VERB
asir-5092	50	4	can	can	AUX
asir-5092	50	5	quickly	quickly	ADV
asir-5092	50	6	and	and	CCONJ
asir-5092	50	7	stably	stably	ADV
asir-5092	50	8	access	access	VERB
asir-5092	50	9	massive	massive	ADJ
asir-5092	50	10	data	datum	NOUN
asir-5092	50	11	.	.	PUNCT
asir-5092	51	1	at	at	ADP
asir-5092	51	2	the	the	DET
asir-5092	51	3	same	same	ADJ
asir-5092	51	4	time	time	NOUN
asir-5092	51	5	,	,	PUNCT
asir-5092	51	6	different	different	ADJ
asir-5092	51	7	addresses	address	NOUN
asir-5092	51	8	,	,	PUNCT
asir-5092	51	9	categories	category	NOUN
asir-5092	51	10	,	,	PUNCT
asir-5092	51	11	and	and	CCONJ
asir-5092	51	12	level	level	NOUN
asir-5092	51	13	data	datum	NOUN
asir-5092	51	14	need	need	VERB
asir-5092	51	15	to	to	PART
asir-5092	51	16	be	be	AUX
asir-5092	51	17	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5092	51	18	applied	apply	VERB
asir-5092	51	19	science	science	NOUN
asir-5092	51	20	and	and	CCONJ
asir-5092	51	21	innovative	innovative	ADJ
asir-5092	51	22	research	research	NOUN
asir-5092	51	23	vol	vol	NOUN
asir-5092	51	24	.	.	PROPN
asir-5092	52	1	6	6	NUM
asir-5092	52	2	,	,	PUNCT
asir-5092	52	3	no	no	INTJ
asir-5092	52	4	.	.	NOUN
asir-5092	52	5	3	3	NUM
asir-5092	52	6	,	,	PUNCT
asir-5092	52	7	2022	2022	NUM
asir-5092	52	8	56	56	NUM
asir-5092	52	9	published	publish	VERB
asir-5092	52	10	by	by	ADP
asir-5092	52	11	scholink	scholink	PROPN
asir-5092	52	12	inc	inc	PROPN
asir-5092	52	13	.	.	PROPN
asir-5092	52	14	stored	store	VERB
asir-5092	52	15	in	in	ADP
asir-5092	52	16	different	different	ADJ
asir-5092	52	17	disk	disk	NOUN
asir-5092	52	18	arrays	array	NOUN
asir-5092	52	19	through	through	ADP
asir-5092	52	20	distributed	distribute	VERB
asir-5092	52	21	storage	storage	NOUN
asir-5092	52	22	.	.	PUNCT
asir-5092	53	1	relational	relational	ADJ
asir-5092	53	2	databases	database	NOUN
asir-5092	53	3	are	be	AUX
asir-5092	53	4	limited	limit	VERB
asir-5092	53	5	by	by	ADP
asir-5092	53	6	design	design	NOUN
asir-5092	53	7	models	model	NOUN
asir-5092	53	8	.	.	PUNCT
asir-5092	54	1	generally	generally	ADV
asir-5092	54	2	,	,	PUNCT
asir-5092	54	3	only	only	ADV
asir-5092	54	4	the	the	DET
asir-5092	54	5	data	data	NOUN
asir-5092	54	6	storage	storage	NOUN
asir-5092	54	7	method	method	NOUN
asir-5092	54	8	of	of	ADP
asir-5092	54	9	stand	stand	VERB
asir-5092	54	10	-	-	PUNCT
asir-5092	54	11	alone	alone	ADJ
asir-5092	54	12	data	datum	NOUN
asir-5092	54	13	is	be	AUX
asir-5092	54	14	considered	consider	VERB
asir-5092	54	15	,	,	PUNCT
asir-5092	54	16	which	which	PRON
asir-5092	54	17	means	mean	VERB
asir-5092	54	18	that	that	SCONJ
asir-5092	54	19	no	no	ADV
asir-5092	54	20	matter	matter	ADV
asir-5092	54	21	what	what	DET
asir-5092	54	22	level	level	NOUN
asir-5092	54	23	of	of	ADP
asir-5092	54	24	the	the	DET
asir-5092	54	25	amount	amount	NOUN
asir-5092	54	26	of	of	ADP
asir-5092	54	27	data	datum	NOUN
asir-5092	54	28	reaches	reach	VERB
asir-5092	54	29	,	,	PUNCT
asir-5092	54	30	only	only	ADV
asir-5092	54	31	one	one	NUM
asir-5092	54	32	machine	machine	NOUN
asir-5092	54	33	storage	storage	NOUN
asir-5092	54	34	and	and	CCONJ
asir-5092	54	35	management	management	NOUN
asir-5092	54	36	all	all	DET
asir-5092	54	37	data	datum	NOUN
asir-5092	54	38	.	.	PUNCT
asir-5092	55	1	the	the	DET
asir-5092	55	2	storage	storage	NOUN
asir-5092	55	3	equipment	equipment	NOUN
asir-5092	55	4	that	that	PRON
asir-5092	55	5	can	can	AUX
asir-5092	55	6	be	be	AUX
asir-5092	55	7	carried	carry	VERB
asir-5092	55	8	on	on	ADP
asir-5092	55	9	each	each	DET
asir-5092	55	10	machine	machine	NOUN
asir-5092	55	11	is	be	AUX
asir-5092	55	12	limited	limit	VERB
asir-5092	55	13	and	and	CCONJ
asir-5092	55	14	generally	generally	ADV
asir-5092	55	15	does	do	AUX
asir-5092	55	16	not	not	PART
asir-5092	55	17	exceed	exceed	VERB
asir-5092	55	18	a	a	DET
asir-5092	55	19	few	few	ADJ
asir-5092	55	20	tbs	tbs	NOUN
asir-5092	55	21	.	.	PUNCT
asir-5092	56	1	and	and	CCONJ
asir-5092	56	2	once	once	ADV
asir-5092	56	3	the	the	DET
asir-5092	56	4	amount	amount	NOUN
asir-5092	56	5	of	of	ADP
asir-5092	56	6	data	datum	NOUN
asir-5092	56	7	and	and	CCONJ
asir-5092	56	8	files	file	NOUN
asir-5092	56	9	in	in	ADP
asir-5092	56	10	a	a	DET
asir-5092	56	11	database	database	NOUN
asir-5092	56	12	increases	increase	VERB
asir-5092	56	13	to	to	ADP
asir-5092	56	14	a	a	DET
asir-5092	56	15	certain	certain	ADJ
asir-5092	56	16	degree	degree	NOUN
asir-5092	56	17	,	,	PUNCT
asir-5092	56	18	the	the	DET
asir-5092	56	19	retrieval	retrieval	NOUN
asir-5092	56	20	speed	speed	NOUN
asir-5092	56	21	of	of	ADP
asir-5092	56	22	the	the	DET
asir-5092	56	23	data	datum	NOUN
asir-5092	56	24	will	will	AUX
asir-5092	56	25	decrease	decrease	VERB
asir-5092	56	26	sharply	sharply	ADV
asir-5092	56	27	,	,	PUNCT
asir-5092	56	28	so	so	CCONJ
asir-5092	56	29	the	the	DET
asir-5092	56	30	relationship	relationship	NOUN
asir-5092	56	31	database	database	NOUN
asir-5092	56	32	is	be	AUX
asir-5092	56	33	not	not	PART
asir-5092	56	34	suitable	suitable	ADJ
asir-5092	56	35	for	for	ADP
asir-5092	56	36	storing	store	VERB
asir-5092	56	37	student	student	NOUN
asir-5092	56	38	behavior	behavior	NOUN
asir-5092	56	39	data	datum	NOUN
asir-5092	56	40	.	.	PUNCT
asir-5092	57	1	4.2	4.2	NUM
asir-5092	57	2	monitor	monitor	NOUN
asir-5092	57	3	student	student	NOUN
asir-5092	57	4	behavior	behavior	NOUN
asir-5092	57	5	data	data	PROPN
asir-5092	57	6	data	data	PROPN
asir-5092	57	7	pre	pre	NOUN
asir-5092	57	8	-	-	NOUN
asir-5092	57	9	processing	processing	ADJ
asir-5092	57	10	:	:	PUNCT
asir-5092	57	11	this	this	DET
asir-5092	57	12	stage	stage	NOUN
asir-5092	57	13	contains	contain	VERB
asir-5092	57	14	all	all	DET
asir-5092	57	15	behaviors	behavior	NOUN
asir-5092	57	16	to	to	PART
asir-5092	57	17	build	build	VERB
asir-5092	57	18	business	business	NOUN
asir-5092	57	19	data	datum	NOUN
asir-5092	57	20	sets	set	NOUN
asir-5092	57	21	.	.	PUNCT
asir-5092	58	1	according	accord	VERB
asir-5092	58	2	to	to	ADP
asir-5092	58	3	the	the	DET
asir-5092	58	4	need	need	NOUN
asir-5092	58	5	to	to	PART
asir-5092	58	6	select	select	VERB
asir-5092	58	7	“	"	PUNCT
asir-5092	58	8	e	e	NOUN
asir-5092	58	9	-	-	NOUN
asir-5092	58	10	class	class	NOUN
asir-5092	58	11	”	"	PUNCT
asir-5092	58	12	,	,	PUNCT
asir-5092	58	13	new	new	ADJ
asir-5092	58	14	media	medium	NOUN
asir-5092	58	15	,	,	PUNCT
asir-5092	58	16	smart	smart	ADJ
asir-5092	58	17	classrooms	classroom	NOUN
asir-5092	58	18	,	,	PUNCT
asir-5092	58	19	official	official	ADJ
asir-5092	58	20	micro	micro	NOUN
asir-5092	58	21	-	-	NOUN
asir-5092	58	22	blog	blog	NOUN
asir-5092	58	23	,	,	PUNCT
asir-5092	58	24	and	and	CCONJ
asir-5092	58	25	other	other	ADJ
asir-5092	58	26	platform	platform	NOUN
asir-5092	58	27	data	datum	NOUN
asir-5092	58	28	attributes	attribute	VERB
asir-5092	58	29	,	,	PUNCT
asir-5092	58	30	and	and	CCONJ
asir-5092	58	31	check	check	VERB
asir-5092	58	32	the	the	DET
asir-5092	58	33	integrity	integrity	NOUN
asir-5092	58	34	of	of	ADP
asir-5092	58	35	all	all	DET
asir-5092	58	36	records	record	NOUN
asir-5092	58	37	,	,	PUNCT
asir-5092	58	38	carry	carry	VERB
asir-5092	58	39	out	out	ADP
asir-5092	58	40	noise	noise	NOUN
asir-5092	58	41	removal	removal	NOUN
asir-5092	58	42	or	or	CCONJ
asir-5092	58	43	correction	correction	NOUN
asir-5092	58	44	,	,	PUNCT
asir-5092	58	45	cleaning	cleaning	NOUN
asir-5092	58	46	,	,	PUNCT
asir-5092	58	47	and	and	CCONJ
asir-5092	58	48	missing	miss	VERB
asir-5092	58	49	values	value	NOUN
asir-5092	58	50	.	.	PUNCT
asir-5092	59	1	the	the	DET
asir-5092	59	2	cleaning	clean	VERB
asir-5092	59	3	data	datum	NOUN
asir-5092	59	4	is	be	AUX
asir-5092	59	5	applied	apply	VERB
asir-5092	59	6	to	to	ADP
asir-5092	59	7	the	the	DET
asir-5092	59	8	feature	feature	NOUN
asir-5092	59	9	selection	selection	NOUN
asir-5092	59	10	and	and	CCONJ
asir-5092	59	11	extraction	extraction	NOUN
asir-5092	59	12	algorithm	algorithm	NOUN
asir-5092	59	13	to	to	PART
asir-5092	59	14	reduce	reduce	VERB
asir-5092	59	15	the	the	DET
asir-5092	59	16	dimension	dimension	NOUN
asir-5092	59	17	and	and	CCONJ
asir-5092	59	18	generate	generate	VERB
asir-5092	59	19	new	new	ADJ
asir-5092	59	20	attributes	attribute	NOUN
asir-5092	59	21	according	accord	VERB
asir-5092	59	22	to	to	ADP
asir-5092	59	23	the	the	DET
asir-5092	59	24	characteristics	characteristic	NOUN
asir-5092	59	25	of	of	ADP
asir-5092	59	26	the	the	DET
asir-5092	59	27	characteristic	characteristic	ADJ
asir-5092	59	28	transformation	transformation	NOUN
asir-5092	59	29	method	method	NOUN
asir-5092	59	30	according	accord	VERB
asir-5092	59	31	to	to	ADP
asir-5092	59	32	business	business	NOUN
asir-5092	59	33	needs	need	NOUN
asir-5092	59	34	.	.	PUNCT
asir-5092	60	1	the	the	DET
asir-5092	60	2	final	final	ADJ
asir-5092	60	3	dataset	dataset	NOUN
asir-5092	60	4	is	be	AUX
asir-5092	60	5	called	call	VERB
asir-5092	60	6	a	a	DET
asir-5092	60	7	business	business	NOUN
asir-5092	60	8	data	datum	NOUN
asir-5092	60	9	set	set	VERB
asir-5092	60	10	and	and	CCONJ
asir-5092	60	11	the	the	DET
asir-5092	60	12	business	business	NOUN
asir-5092	60	13	data	datum	NOUN
asir-5092	60	14	is	be	AUX
asir-5092	60	15	stored	store	VERB
asir-5092	60	16	in	in	ADP
asir-5092	60	17	the	the	DET
asir-5092	60	18	data	datum	NOUN
asir-5092	60	19	warehouse	warehouse	NOUN
asir-5092	60	20	.	.	PUNCT
asir-5092	61	1	through	through	ADP
asir-5092	61	2	the	the	DET
asir-5092	61	3	summary	summary	NOUN
asir-5092	61	4	and	and	CCONJ
asir-5092	61	5	cleaning	cleaning	NOUN
asir-5092	61	6	of	of	ADP
asir-5092	61	7	various	various	ADJ
asir-5092	61	8	platform	platform	NOUN
asir-5092	61	9	database	database	NOUN
asir-5092	61	10	data	datum	NOUN
asir-5092	61	11	,	,	PUNCT
asir-5092	61	12	eliminate	eliminate	VERB
asir-5092	61	13	missing	miss	VERB
asir-5092	61	14	values	value	NOUN
asir-5092	61	15	and	and	CCONJ
asir-5092	61	16	inconsistencies	inconsistency	NOUN
asir-5092	61	17	,	,	PUNCT
asir-5092	61	18	and	and	CCONJ
asir-5092	61	19	establish	establish	VERB
asir-5092	61	20	a	a	DET
asir-5092	61	21	consistent	consistent	ADJ
asir-5092	61	22	student	student	NOUN
asir-5092	61	23	network	network	NOUN
asir-5092	61	24	behavior	behavior	NOUN
asir-5092	61	25	data	datum	NOUN
asir-5092	61	26	warehouse	warehouse	NOUN
asir-5092	61	27	.	.	PUNCT
asir-5092	62	1	data	datum	NOUN
asir-5092	62	2	mining	mining	NOUN
asir-5092	62	3	:	:	PUNCT
asir-5092	62	4	according	accord	VERB
asir-5092	62	5	to	to	ADP
asir-5092	62	6	the	the	DET
asir-5092	62	7	mining	mining	NOUN
asir-5092	62	8	task	task	NOUN
asir-5092	62	9	,	,	PUNCT
asir-5092	62	10	different	different	ADJ
asir-5092	62	11	big	big	ADJ
asir-5092	62	12	data	datum	NOUN
asir-5092	62	13	processing	processing	NOUN
asir-5092	62	14	methods	method	NOUN
asir-5092	62	15	are	be	AUX
asir-5092	62	16	used	use	VERB
asir-5092	62	17	to	to	PART
asir-5092	62	18	extract	extract	VERB
asir-5092	62	19	the	the	DET
asir-5092	62	20	patterns	pattern	NOUN
asir-5092	62	21	in	in	ADP
asir-5092	62	22	the	the	DET
asir-5092	62	23	business	business	NOUN
asir-5092	62	24	data	datum	NOUN
asir-5092	62	25	set	set	VERB
asir-5092	62	26	from	from	ADP
asir-5092	62	27	the	the	DET
asir-5092	62	28	big	big	ADJ
asir-5092	62	29	data	datum	NOUN
asir-5092	62	30	or	or	CCONJ
asir-5092	62	31	use	use	VERB
asir-5092	62	32	the	the	DET
asir-5092	62	33	existing	exist	VERB
asir-5092	62	34	patterns	pattern	NOUN
asir-5092	62	35	to	to	PART
asir-5092	62	36	predict	predict	VERB
asir-5092	62	37	the	the	DET
asir-5092	62	38	development	development	NOUN
asir-5092	62	39	trend	trend	NOUN
asir-5092	62	40	of	of	ADP
asir-5092	62	41	the	the	DET
asir-5092	62	42	data	datum	NOUN
asir-5092	62	43	.	.	PUNCT
asir-5092	63	1	school	school	NOUN
asir-5092	63	2	decision	decision	NOUN
asir-5092	63	3	-	-	PUNCT
asir-5092	63	4	makers	maker	NOUN
asir-5092	63	5	often	often	ADV
asir-5092	63	6	face	face	VERB
asir-5092	63	7	problems	problem	NOUN
asir-5092	63	8	such	such	ADJ
asir-5092	63	9	as	as	ADP
asir-5092	63	10	information	information	NOUN
asir-5092	63	11	overload	overload	NOUN
asir-5092	63	12	,	,	PUNCT
asir-5092	63	13	misunderstanding	misunderstanding	NOUN
asir-5092	63	14	of	of	ADP
asir-5092	63	15	the	the	DET
asir-5092	63	16	meaning	meaning	NOUN
asir-5092	63	17	of	of	ADP
asir-5092	63	18	information	information	NOUN
asir-5092	63	19	,	,	PUNCT
asir-5092	63	20	and	and	CCONJ
asir-5092	63	21	misuse	misuse	NOUN
asir-5092	63	22	of	of	ADP
asir-5092	63	23	information	information	NOUN
asir-5092	63	24	,	,	PUNCT
asir-5092	63	25	which	which	PRON
asir-5092	63	26	leads	lead	VERB
asir-5092	63	27	to	to	ADP
asir-5092	63	28	ineffective	ineffective	ADJ
asir-5092	63	29	decision	decision	NOUN
asir-5092	63	30	-	-	PUNCT
asir-5092	63	31	making	making	NOUN
asir-5092	63	32	.	.	PUNCT
asir-5092	64	1	this	this	PRON
asir-5092	64	2	is	be	AUX
asir-5092	64	3	because	because	SCONJ
asir-5092	64	4	data	datum	NOUN
asir-5092	64	5	from	from	ADP
asir-5092	64	6	machines	machine	NOUN
asir-5092	64	7	and	and	CCONJ
asir-5092	64	8	the	the	DET
asir-5092	64	9	internet	internet	NOUN
asir-5092	64	10	itself	itself	PRON
asir-5092	64	11	does	do	AUX
asir-5092	64	12	not	not	PART
asir-5092	64	13	provide	provide	VERB
asir-5092	64	14	valuable	valuable	ADJ
asir-5092	64	15	insights	insight	NOUN
asir-5092	64	16	for	for	ADP
asir-5092	64	17	managers	manager	NOUN
asir-5092	64	18	and	and	CCONJ
asir-5092	64	19	other	other	ADJ
asir-5092	64	20	decision	decision	NOUN
asir-5092	64	21	-	-	PUNCT
asir-5092	64	22	makers	maker	NOUN
asir-5092	64	23	,	,	PUNCT
asir-5092	64	24	and	and	CCONJ
asir-5092	64	25	the	the	DET
asir-5092	64	26	data	datum	NOUN
asir-5092	64	27	needs	need	VERB
asir-5092	64	28	to	to	PART
asir-5092	64	29	be	be	AUX
asir-5092	64	30	collated	collate	VERB
asir-5092	64	31	,	,	PUNCT
asir-5092	64	32	standardized	standardized	ADJ
asir-5092	64	33	,	,	PUNCT
asir-5092	64	34	and	and	CCONJ
asir-5092	64	35	further	far	ADV
asir-5092	64	36	interpreted	interpret	VERB
asir-5092	64	37	,	,	PUNCT
asir-5092	64	38	then	then	ADV
asir-5092	64	39	analyzed	analyze	VERB
asir-5092	64	40	and	and	CCONJ
asir-5092	64	41	understood	understand	VERB
asir-5092	64	42	,	,	PUNCT
asir-5092	64	43	to	to	PART
asir-5092	64	44	provide	provide	VERB
asir-5092	64	45	valuable	valuable	ADJ
asir-5092	64	46	information	information	NOUN
asir-5092	64	47	.	.	PUNCT
asir-5092	65	1	spss	spss	PROPN
asir-5092	65	2	modeler	modeler	NOUN
asir-5092	65	3	is	be	AUX
asir-5092	65	4	recommended	recommend	VERB
asir-5092	65	5	in	in	ADP
asir-5092	65	6	data	datum	NOUN
asir-5092	65	7	analysis	analysis	NOUN
asir-5092	65	8	,	,	PUNCT
asir-5092	65	9	which	which	PRON
asir-5092	65	10	is	be	AUX
asir-5092	65	11	a	a	DET
asir-5092	65	12	data	data	NOUN
asir-5092	65	13	mining	mining	NOUN
asir-5092	65	14	software	software	NOUN
asir-5092	65	15	,	,	PUNCT
asir-5092	65	16	the	the	DET
asir-5092	65	17	purpose	purpose	NOUN
asir-5092	65	18	of	of	ADP
asir-5092	65	19	which	which	PRON
asir-5092	65	20	is	be	AUX
asir-5092	65	21	to	to	PART
asir-5092	65	22	excavate	excavate	VERB
asir-5092	65	23	relevant	relevant	ADJ
asir-5092	65	24	results	result	NOUN
asir-5092	65	25	and	and	CCONJ
asir-5092	65	26	provide	provide	VERB
asir-5092	65	27	support	support	NOUN
asir-5092	65	28	for	for	ADP
asir-5092	65	29	management	management	NOUN
asir-5092	65	30	decisions	decision	NOUN
asir-5092	65	31	through	through	ADP
asir-5092	65	32	data	datum	NOUN
asir-5092	65	33	collation	collation	NOUN
asir-5092	65	34	and	and	CCONJ
asir-5092	65	35	modeling	modeling	NOUN
asir-5092	65	36	.	.	PUNCT
asir-5092	66	1	it	it	PRON
asir-5092	66	2	is	be	AUX
asir-5092	66	3	mainly	mainly	ADV
asir-5092	66	4	used	use	VERB
asir-5092	66	5	for	for	ADP
asir-5092	66	6	analysis	analysis	NOUN
asir-5092	66	7	with	with	ADP
asir-5092	66	8	large	large	ADJ
asir-5092	66	9	amounts	amount	NOUN
asir-5092	66	10	of	of	ADP
asir-5092	66	11	data	datum	NOUN
asir-5092	66	12	,	,	PUNCT
asir-5092	66	13	or	or	CCONJ
asir-5092	66	14	for	for	ADP
asir-5092	66	15	connecting	connect	VERB
asir-5092	66	16	to	to	ADP
asir-5092	66	17	databases	database	NOUN
asir-5092	66	18	and	and	CCONJ
asir-5092	66	19	data	datum	NOUN
asir-5092	66	20	warehouses	warehouse	NOUN
asir-5092	66	21	for	for	ADP
asir-5092	66	22	analysis	analysis	NOUN
asir-5092	66	23	.	.	PUNCT
asir-5092	67	1	student	student	NOUN
asir-5092	67	2	network	network	NOUN
asir-5092	67	3	behavior	behavior	NOUN
asir-5092	67	4	data	datum	NOUN
asir-5092	67	5	can	can	AUX
asir-5092	67	6	be	be	AUX
asir-5092	67	7	processed	process	VERB
asir-5092	67	8	through	through	ADP
asir-5092	67	9	correlation	correlation	NOUN
asir-5092	67	10	rule	rule	NOUN
asir-5092	67	11	analysis	analysis	NOUN
asir-5092	67	12	,	,	PUNCT
asir-5092	67	13	cluster	cluster	NOUN
asir-5092	67	14	analysis	analysis	NOUN
asir-5092	67	15	,	,	PUNCT
asir-5092	67	16	decision	decision	NOUN
asir-5092	67	17	tree	tree	NOUN
asir-5092	67	18	analysis	analysis	NOUN
asir-5092	67	19	,	,	PUNCT
asir-5092	67	20	and	and	CCONJ
asir-5092	67	21	other	other	ADJ
asir-5092	67	22	analysis	analysis	NOUN
asir-5092	67	23	methods	method	NOUN
asir-5092	67	24	.	.	PUNCT
asir-5092	68	1	mode	mode	NOUN
asir-5092	68	2	evaluation	evaluation	NOUN
asir-5092	68	3	:	:	PUNCT
asir-5092	68	4	since	since	SCONJ
asir-5092	68	5	different	different	ADJ
asir-5092	68	6	massive	massive	ADJ
asir-5092	68	7	data	datum	NOUN
asir-5092	68	8	processing	processing	NOUN
asir-5092	68	9	methods	method	NOUN
asir-5092	68	10	are	be	AUX
asir-5092	68	11	used	use	VERB
asir-5092	68	12	in	in	ADP
asir-5092	68	13	the	the	DET
asir-5092	68	14	data	data	NOUN
asir-5092	68	15	mining	mining	NOUN
asir-5092	68	16	stage	stage	NOUN
asir-5092	68	17	,	,	PUNCT
asir-5092	68	18	the	the	DET
asir-5092	68	19	mining	mining	NOUN
asir-5092	68	20	results	result	NOUN
asir-5092	68	21	of	of	ADP
asir-5092	68	22	various	various	ADJ
asir-5092	68	23	methods	method	NOUN
asir-5092	68	24	need	need	VERB
asir-5092	68	25	to	to	PART
asir-5092	68	26	be	be	AUX
asir-5092	68	27	evaluated	evaluate	VERB
asir-5092	68	28	at	at	ADP
asir-5092	68	29	this	this	DET
asir-5092	68	30	stage	stage	NOUN
asir-5092	68	31	.	.	PUNCT
asir-5092	69	1	select	select	VERB
asir-5092	69	2	the	the	DET
asir-5092	69	3	optimal	optimal	ADJ
asir-5092	69	4	mining	mining	NOUN
asir-5092	69	5	result	result	NOUN
asir-5092	69	6	by	by	ADP
asir-5092	69	7	judging	judge	VERB
asir-5092	69	8	whether	whether	SCONJ
asir-5092	69	9	the	the	DET
asir-5092	69	10	knowledge	knowledge	NOUN
asir-5092	69	11	found	find	VERB
asir-5092	69	12	is	be	AUX
asir-5092	69	13	novel	novel	ADJ
asir-5092	69	14	,	,	PUNCT
asir-5092	69	15	interesting	interesting	ADJ
asir-5092	69	16	,	,	PUNCT
asir-5092	69	17	and	and	CCONJ
asir-5092	69	18	useful	useful	ADJ
asir-5092	69	19	,	,	PUNCT
asir-5092	69	20	check	check	VERB
asir-5092	69	21	whether	whether	SCONJ
asir-5092	69	22	important	important	ADJ
asir-5092	69	23	business	business	NOUN
asir-5092	69	24	problems	problem	NOUN
asir-5092	69	25	are	be	AUX
asir-5092	69	26	fully	fully	ADV
asir-5092	69	27	considered	consider	VERB
asir-5092	69	28	and	and	CCONJ
asir-5092	69	29	whether	whether	SCONJ
asir-5092	69	30	there	there	PRON
asir-5092	69	31	is	be	VERB
asir-5092	69	32	a	a	DET
asir-5092	69	33	meaningful	meaningful	ADJ
asir-5092	69	34	subset	subset	NOUN
asir-5092	69	35	of	of	ADP
asir-5092	69	36	results	result	NOUN
asir-5092	69	37	,	,	PUNCT
asir-5092	69	38	and	and	CCONJ
asir-5092	69	39	decide	decide	VERB
asir-5092	69	40	the	the	DET
asir-5092	69	41	use	use	NOUN
asir-5092	69	42	of	of	ADP
asir-5092	69	43	mining	mining	NOUN
asir-5092	69	44	results	result	NOUN
asir-5092	69	45	.	.	PUNCT
asir-5092	70	1	if	if	SCONJ
asir-5092	70	2	the	the	DET
asir-5092	70	3	knowledge	knowledge	NOUN
asir-5092	70	4	found	find	VERB
asir-5092	70	5	is	be	AUX
asir-5092	70	6	not	not	PART
asir-5092	70	7	novel	novel	ADJ
asir-5092	70	8	,	,	PUNCT
asir-5092	70	9	interesting	interesting	ADJ
asir-5092	70	10	,	,	PUNCT
asir-5092	70	11	or	or	CCONJ
asir-5092	70	12	useful	useful	ADJ
asir-5092	70	13	,	,	PUNCT
asir-5092	70	14	return	return	VERB
asir-5092	70	15	to	to	ADP
asir-5092	70	16	the	the	DET
asir-5092	70	17	data	data	NOUN
asir-5092	70	18	mining	mining	NOUN
asir-5092	70	19	phase	phase	NOUN
asir-5092	70	20	to	to	PART
asir-5092	70	21	re	re	VERB
asir-5092	70	22	-	-	VERB
asir-5092	70	23	mining	mining	NOUN
asir-5092	70	24	.	.	PUNCT
asir-5092	71	1	in	in	ADP
asir-5092	71	2	order	order	NOUN
asir-5092	71	3	to	to	PART
asir-5092	71	4	achieve	achieve	VERB
asir-5092	71	5	the	the	DET
asir-5092	71	6	monitoring	monitoring	NOUN
asir-5092	71	7	of	of	ADP
asir-5092	71	8	student	student	NOUN
asir-5092	71	9	network	network	NOUN
asir-5092	71	10	behavior	behavior	NOUN
asir-5092	71	11	,	,	PUNCT
asir-5092	71	12	the	the	DET
asir-5092	71	13	data	datum	NOUN
asir-5092	71	14	of	of	ADP
asir-5092	71	15	student	student	NOUN
asir-5092	71	16	network	network	NOUN
asir-5092	71	17	behavior	behavior	NOUN
asir-5092	71	18	is	be	AUX
asir-5092	71	19	tapped	tap	VERB
asir-5092	71	20	:	:	PUNCT
asir-5092	71	21	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-5092	71	22	applied	apply	VERB
asir-5092	71	23	science	science	NOUN
asir-5092	71	24	and	and	CCONJ
asir-5092	71	25	innovative	innovative	ADJ
asir-5092	71	26	research	research	NOUN
asir-5092	71	27	vol	vol	NOUN
asir-5092	71	28	.	.	PROPN
asir-5092	72	1	6	6	NUM
asir-5092	72	2	,	,	PUNCT
asir-5092	72	3	no	no	INTJ
asir-5092	72	4	.	.	NOUN
asir-5092	72	5	3	3	NUM
asir-5092	72	6	,	,	PUNCT
asir-5092	72	7	2022	2022	NUM
asir-5092	72	8	57	57	NUM
asir-5092	72	9	published	publish	VERB
asir-5092	72	10	by	by	ADP
asir-5092	72	11	scholink	scholink	PROPN
asir-5092	72	12	inc	inc	PROPN
asir-5092	72	13	.	.	PROPN
asir-5092	72	14	4.2.1	4.2.1	NUM
asir-5092	72	15	according	accord	VERB
asir-5092	72	16	to	to	ADP
asir-5092	72	17	the	the	DET
asir-5092	72	18	students	student	NOUN
asir-5092	72	19	’	’	PART
asir-5092	72	20	emotional	emotional	ADJ
asir-5092	72	21	speeches	speech	NOUN
asir-5092	72	22	,	,	PUNCT
asir-5092	72	23	communication	communication	NOUN
asir-5092	72	24	records	record	NOUN
asir-5092	72	25	with	with	ADP
asir-5092	72	26	others	other	NOUN
asir-5092	72	27	,	,	PUNCT
asir-5092	72	28	punch	punch	VERB
asir-5092	72	29	card	card	NOUN
asir-5092	72	30	range	range	NOUN
asir-5092	72	31	information	information	NOUN
asir-5092	72	32	and	and	CCONJ
asir-5092	72	33	other	other	ADJ
asir-5092	72	34	data	datum	NOUN
asir-5092	72	35	,	,	PUNCT
asir-5092	72	36	track	track	VERB
asir-5092	72	37	and	and	CCONJ
asir-5092	72	38	observe	observe	VERB
asir-5092	72	39	the	the	DET
asir-5092	72	40	behavior	behavior	NOUN
asir-5092	72	41	trajectory	trajectory	NOUN
asir-5092	72	42	of	of	ADP
asir-5092	72	43	students	student	NOUN
asir-5092	72	44	in	in	ADP
asir-5092	72	45	school	school	NOUN
asir-5092	72	46	,	,	PUNCT
asir-5092	72	47	preset	preset	VERB
asir-5092	72	48	the	the	DET
asir-5092	72	49	background	background	NOUN
asir-5092	72	50	color	color	NOUN
asir-5092	72	51	of	of	ADP
asir-5092	72	52	normal	normal	ADJ
asir-5092	72	53	activity	activity	NOUN
asir-5092	72	54	areas	area	NOUN
asir-5092	72	55	such	such	ADJ
asir-5092	72	56	as	as	ADP
asir-5092	72	57	teaching	teach	VERB
asir-5092	72	58	buildings	building	NOUN
asir-5092	72	59	,	,	PUNCT
asir-5092	72	60	playgrounds	playground	NOUN
asir-5092	72	61	,	,	PUNCT
asir-5092	72	62	dormitories	dormitory	NOUN
asir-5092	72	63	,	,	PUNCT
asir-5092	72	64	canteens	canteen	NOUN
asir-5092	72	65	,	,	PUNCT
asir-5092	72	66	etc	etc	X
asir-5092	72	67	.	.	X
asir-5092	72	68	when	when	SCONJ
asir-5092	72	69	the	the	DET
asir-5092	72	70	background	background	NOUN
asir-5092	72	71	flashes	flash	VERB
asir-5092	72	72	,	,	PUNCT
asir-5092	72	73	it	it	PRON
asir-5092	72	74	is	be	AUX
asir-5092	72	75	proved	prove	VERB
asir-5092	72	76	that	that	SCONJ
asir-5092	72	77	the	the	DET
asir-5092	72	78	data	datum	NOUN
asir-5092	72	79	is	be	AUX
asir-5092	72	80	abnormal	abnormal	ADJ
asir-5092	72	81	,	,	PUNCT
asir-5092	72	82	then	then	ADV
asir-5092	72	83	it	it	PRON
asir-5092	72	84	is	be	AUX
asir-5092	72	85	necessary	necessary	ADJ
asir-5092	72	86	to	to	PART
asir-5092	72	87	pay	pay	VERB
asir-5092	72	88	attention	attention	NOUN
asir-5092	72	89	to	to	ADP
asir-5092	72	90	the	the	DET
asir-5092	72	91	behavior	behavior	NOUN
asir-5092	72	92	trajectory	trajectory	NOUN
asir-5092	72	93	of	of	ADP
asir-5092	72	94	the	the	DET
asir-5092	72	95	problem	problem	NOUN
asir-5092	72	96	students	student	NOUN
asir-5092	72	97	,	,	PUNCT
asir-5092	72	98	make	make	VERB
asir-5092	72	99	emergency	emergency	NOUN
asir-5092	72	100	plans	plan	NOUN
asir-5092	72	101	in	in	ADP
asir-5092	72	102	advance	advance	NOUN
asir-5092	72	103	,	,	PUNCT
asir-5092	72	104	and	and	CCONJ
asir-5092	72	105	prevent	prevent	VERB
asir-5092	72	106	dangerous	dangerous	ADJ
asir-5092	72	107	events	event	NOUN
asir-5092	72	108	.	.	PUNCT
asir-5092	73	1	4.2.2	4.2.2	NUM
asir-5092	73	2	by	by	ADP
asir-5092	73	3	identifying	identify	VERB
asir-5092	73	4	the	the	DET
asir-5092	73	5	subjective	subjective	ADJ
asir-5092	73	6	words	word	NOUN
asir-5092	73	7	released	release	VERB
asir-5092	73	8	by	by	ADP
asir-5092	73	9	students	student	NOUN
asir-5092	73	10	,	,	PUNCT
asir-5092	73	11	master	master	VERB
asir-5092	73	12	the	the	DET
asir-5092	73	13	mental	mental	ADJ
asir-5092	73	14	health	health	NOUN
asir-5092	73	15	of	of	ADP
asir-5092	73	16	students	student	NOUN
asir-5092	73	17	in	in	ADP
asir-5092	73	18	real	real	ADJ
asir-5092	73	19	-	-	PUNCT
asir-5092	73	20	time	time	NOUN
asir-5092	73	21	.	.	PUNCT
asir-5092	74	1	statistics	statistic	NOUN
asir-5092	74	2	in	in	ADP
asir-5092	74	3	the	the	DET
asir-5092	74	4	background	background	NOUN
asir-5092	74	5	statistics	statistic	NOUN
asir-5092	74	6	such	such	ADJ
asir-5092	74	7	as	as	ADP
asir-5092	74	8	“	"	PUNCT
asir-5092	74	9	suicide	suicide	NOUN
asir-5092	74	10	”	"	PUNCT
asir-5092	74	11	,	,	PUNCT
asir-5092	74	12	“	"	PUNCT
asir-5092	74	13	depression	depression	NOUN
asir-5092	74	14	”	"	PUNCT
asir-5092	74	15	,	,	PUNCT
asir-5092	74	16	and	and	CCONJ
asir-5092	74	17	“	"	PUNCT
asir-5092	74	18	alive	alive	ADJ
asir-5092	74	19	boring	boring	NOUN
asir-5092	74	20	”	"	PUNCT
asir-5092	74	21	,	,	PUNCT
asir-5092	74	22	such	such	ADJ
asir-5092	74	23	as	as	ADP
asir-5092	74	24	serious	serious	ADJ
asir-5092	74	25	negative	negative	ADJ
asir-5092	74	26	emotions	emotion	NOUN
asir-5092	74	27	,	,	PUNCT
asir-5092	74	28	and	and	CCONJ
asir-5092	74	29	marked	mark	VERB
asir-5092	74	30	with	with	ADP
asir-5092	74	31	obvious	obvious	ADJ
asir-5092	74	32	visualization	visualization	NOUN
asir-5092	74	33	types	type	NOUN
asir-5092	74	34	,	,	PUNCT
asir-5092	74	35	timely	timely	ADV
asir-5092	74	36	discover	discover	VERB
asir-5092	74	37	students	student	NOUN
asir-5092	74	38	’	'	PUNCT
asir-5092	74	39	abnormal	abnormal	ADJ
asir-5092	74	40	psychology	psychology	NOUN
asir-5092	74	41	and	and	CCONJ
asir-5092	74	42	conduct	conduct	VERB
asir-5092	74	43	psychological	psychological	ADJ
asir-5092	74	44	guidance	guidance	NOUN
asir-5092	74	45	.	.	PUNCT
asir-5092	75	1	4.2.3	4.2.3	PRON
asir-5092	75	2	use	use	VERB
asir-5092	75	3	frequency	frequency	NOUN
asir-5092	75	4	statistics	statistic	NOUN
asir-5092	75	5	in	in	ADP
asir-5092	75	6	text	text	NOUN
asir-5092	75	7	mining	mining	NOUN
asir-5092	75	8	to	to	PART
asir-5092	75	9	list	list	VERB
asir-5092	75	10	the	the	DET
asir-5092	75	11	main	main	ADJ
asir-5092	75	12	views	view	NOUN
asir-5092	75	13	and	and	CCONJ
asir-5092	75	14	attention	attention	NOUN
asir-5092	75	15	of	of	ADP
asir-5092	75	16	students	student	NOUN
asir-5092	75	17	’	’	PART
asir-5092	75	18	mainstream	mainstream	NOUN
asir-5092	75	19	politics	politic	NOUN
asir-5092	75	20	and	and	CCONJ
asir-5092	75	21	mainstream	mainstream	NOUN
asir-5092	75	22	ideology	ideology	NOUN
asir-5092	75	23	,	,	PUNCT
asir-5092	75	24	which	which	PRON
asir-5092	75	25	will	will	AUX
asir-5092	75	26	help	help	VERB
asir-5092	75	27	timely	timely	ADV
asir-5092	75	28	to	to	PART
asir-5092	75	29	stop	stop	VERB
asir-5092	75	30	the	the	DET
asir-5092	75	31	explosive	explosive	ADJ
asir-5092	75	32	rough	rough	ADJ
asir-5092	75	33	mouth	mouth	NOUN
asir-5092	75	34	and	and	CCONJ
asir-5092	75	35	violate	violate	VERB
asir-5092	75	36	ideological	ideological	ADJ
asir-5092	75	37	remarks	remark	NOUN
asir-5092	75	38	,	,	PUNCT
asir-5092	75	39	and	and	CCONJ
asir-5092	75	40	purify	purify	VERB
asir-5092	75	41	the	the	DET
asir-5092	75	42	students	student	NOUN
asir-5092	75	43	’	’	PART
asir-5092	75	44	spiritual	spiritual	ADJ
asir-5092	75	45	world	world	NOUN
asir-5092	75	46	.	.	PUNCT
asir-5092	76	1	4.3	4.3	NUM
asir-5092	76	2	student	student	NOUN
asir-5092	76	3	behavior	behavior	NOUN
asir-5092	76	4	data	datum	NOUN
asir-5092	76	5	visualization	visualization	NOUN
asir-5092	76	6	knowledge	knowledge	NOUN
asir-5092	76	7	sharing	sharing	NOUN
asir-5092	76	8	:	:	PUNCT
asir-5092	76	9	“	"	PUNCT
asir-5092	76	10	knowledge	knowledge	NOUN
asir-5092	76	11	sharing	sharing	NOUN
asir-5092	76	12	”	"	PUNCT
asir-5092	76	13	is	be	AUX
asir-5092	76	14	the	the	DET
asir-5092	76	15	ultimate	ultimate	ADJ
asir-5092	76	16	goal	goal	NOUN
asir-5092	76	17	of	of	ADP
asir-5092	76	18	the	the	DET
asir-5092	76	19	implementation	implementation	NOUN
asir-5092	76	20	of	of	ADP
asir-5092	76	21	visual	visual	ADJ
asir-5092	76	22	data	datum	NOUN
asir-5092	76	23	mining	mining	NOUN
asir-5092	76	24	projects	project	NOUN
asir-5092	76	25	.	.	PUNCT
asir-5092	77	1	this	this	DET
asir-5092	77	2	link	link	NOUN
asir-5092	77	3	uses	use	VERB
asir-5092	77	4	knowledge	knowledge	NOUN
asir-5092	77	5	visualization	visualization	NOUN
asir-5092	77	6	techniques	technique	NOUN
asir-5092	77	7	,	,	PUNCT
asir-5092	77	8	such	such	ADJ
asir-5092	77	9	as	as	ADP
asir-5092	77	10	cognitive	cognitive	ADJ
asir-5092	77	11	maps	map	NOUN
asir-5092	77	12	,	,	PUNCT
asir-5092	77	13	concept	concept	NOUN
asir-5092	77	14	maps	map	NOUN
asir-5092	77	15	,	,	PUNCT
asir-5092	77	16	etc	etc	X
asir-5092	77	17	.	.	X
asir-5092	77	18	to	to	PART
asir-5092	77	19	express	express	VERB
asir-5092	77	20	rich	rich	ADJ
asir-5092	77	21	knowledge	knowledge	NOUN
asir-5092	77	22	,	,	PUNCT
asir-5092	77	23	and	and	CCONJ
asir-5092	77	24	integrates	integrate	VERB
asir-5092	77	25	fragmented	fragmented	ADJ
asir-5092	77	26	pieces	piece	NOUN
asir-5092	77	27	of	of	ADP
asir-5092	77	28	knowledge	knowledge	NOUN
asir-5092	77	29	into	into	ADP
asir-5092	77	30	a	a	DET
asir-5092	77	31	structured	structured	ADJ
asir-5092	77	32	knowledge	knowledge	NOUN
asir-5092	77	33	system	system	NOUN
asir-5092	77	34	so	so	SCONJ
asir-5092	77	35	that	that	SCONJ
asir-5092	77	36	people	people	NOUN
asir-5092	77	37	with	with	ADP
asir-5092	77	38	different	different	ADJ
asir-5092	77	39	knowledge	knowledge	NOUN
asir-5092	77	40	backgrounds	background	NOUN
asir-5092	77	41	can	can	AUX
asir-5092	77	42	transform	transform	VERB
asir-5092	77	43	and	and	CCONJ
asir-5092	77	44	create	create	VERB
asir-5092	77	45	knowledge	knowledge	NOUN
asir-5092	77	46	.	.	PUNCT
asir-5092	78	1	knowledge	knowledge	NOUN
asir-5092	78	2	managers	manager	NOUN
asir-5092	78	3	often	often	ADV
asir-5092	78	4	face	face	VERB
asir-5092	78	5	three	three	NUM
asir-5092	78	6	difficulties	difficulty	NOUN
asir-5092	78	7	:	:	PUNCT
asir-5092	78	8	first	first	ADV
asir-5092	78	9	,	,	PUNCT
asir-5092	78	10	the	the	DET
asir-5092	78	11	information	information	NOUN
asir-5092	78	12	is	be	AUX
asir-5092	78	13	overloaded	overload	VERB
asir-5092	78	14	,	,	PUNCT
asir-5092	78	15	so	so	SCONJ
asir-5092	78	16	that	that	SCONJ
asir-5092	78	17	the	the	DET
asir-5092	78	18	relevant	relevant	ADJ
asir-5092	78	19	information	information	NOUN
asir-5092	78	20	can	can	AUX
asir-5092	78	21	not	not	PART
asir-5092	78	22	be	be	AUX
asir-5092	78	23	identified	identify	VERB
asir-5092	78	24	when	when	SCONJ
asir-5092	78	25	making	make	VERB
asir-5092	78	26	decisions	decision	NOUN
asir-5092	78	27	;	;	PUNCT
asir-5092	78	28	second	second	ADV
asir-5092	78	29	,	,	PUNCT
asir-5092	78	30	misunderstanding	misunderstand	VERB
asir-5092	78	31	the	the	DET
asir-5092	78	32	meaning	meaning	NOUN
asir-5092	78	33	of	of	ADP
asir-5092	78	34	information	information	NOUN
asir-5092	78	35	,	,	PUNCT
asir-5092	78	36	that	that	ADV
asir-5092	78	37	is	is	ADV
asir-5092	78	38	,	,	PUNCT
asir-5092	78	39	not	not	PART
asir-5092	78	40	being	be	AUX
asir-5092	78	41	able	able	ADJ
asir-5092	78	42	to	to	PART
asir-5092	78	43	correctly	correctly	ADV
asir-5092	78	44	understand	understand	VERB
asir-5092	78	45	,	,	PUNCT
asir-5092	78	46	evaluate	evaluate	VERB
asir-5092	78	47	and	and	CCONJ
asir-5092	78	48	interpret	interpret	VERB
asir-5092	78	49	information	information	NOUN
asir-5092	78	50	when	when	SCONJ
asir-5092	78	51	making	make	VERB
asir-5092	78	52	decisions	decision	NOUN
asir-5092	78	53	;	;	PUNCT
asir-5092	78	54	third	third	ADJ
asir-5092	78	55	,	,	PUNCT
asir-5092	78	56	misuse	misuse	NOUN
asir-5092	78	57	of	of	ADP
asir-5092	78	58	information	information	NOUN
asir-5092	78	59	,	,	PUNCT
asir-5092	78	60	that	that	ADV
asir-5092	78	61	is	is	ADV
asir-5092	78	62	,	,	PUNCT
asir-5092	78	63	the	the	DET
asir-5092	78	64	wrong	wrong	ADJ
asir-5092	78	65	use	use	NOUN
asir-5092	78	66	of	of	ADP
asir-5092	78	67	information	information	NOUN
asir-5092	78	68	when	when	SCONJ
asir-5092	78	69	making	make	VERB
asir-5092	78	70	decisions	decision	NOUN
asir-5092	78	71	,	,	PUNCT
asir-5092	78	72	leads	lead	VERB
asir-5092	78	73	to	to	ADP
asir-5092	78	74	the	the	DET
asir-5092	78	75	failure	failure	NOUN
asir-5092	78	76	of	of	ADP
asir-5092	78	77	decisions	decision	NOUN
asir-5092	78	78	.	.	PUNCT
asir-5092	79	1	this	this	PRON
asir-5092	79	2	is	be	AUX
asir-5092	79	3	because	because	SCONJ
asir-5092	79	4	human	human	ADJ
asir-5092	79	5	beings	being	NOUN
asir-5092	79	6	’	'	PUNCT
asir-5092	79	7	own	own	ADJ
asir-5092	79	8	ability	ability	NOUN
asir-5092	79	9	to	to	PART
asir-5092	79	10	process	process	VERB
asir-5092	79	11	big	big	ADJ
asir-5092	79	12	data	datum	NOUN
asir-5092	79	13	is	be	AUX
asir-5092	79	14	very	very	ADV
asir-5092	79	15	limited	limited	ADJ
asir-5092	79	16	,	,	PUNCT
asir-5092	79	17	visualization	visualization	NOUN
asir-5092	79	18	technology	technology	NOUN
asir-5092	79	19	uses	use	VERB
asir-5092	79	20	human	human	ADJ
asir-5092	79	21	strong	strong	ADJ
asir-5092	79	22	pattern	pattern	NOUN
asir-5092	79	23	recognition	recognition	NOUN
asir-5092	79	24	capabilities	capability	NOUN
asir-5092	79	25	to	to	PART
asir-5092	79	26	solve	solve	VERB
asir-5092	79	27	problems	problem	NOUN
asir-5092	79	28	in	in	ADP
asir-5092	79	29	text	text	NOUN
asir-5092	79	30	reading	reading	NOUN
asir-5092	79	31	comprehension	comprehension	NOUN
asir-5092	79	32	,	,	PUNCT
asir-5092	79	33	providing	provide	VERB
asir-5092	79	34	new	new	ADJ
asir-5092	79	35	insights	insight	NOUN
asir-5092	79	36	and	and	CCONJ
asir-5092	79	37	ideas	idea	NOUN
asir-5092	79	38	for	for	SCONJ
asir-5092	79	39	people	people	NOUN
asir-5092	79	40	to	to	PART
asir-5092	79	41	gain	gain	VERB
asir-5092	79	42	insight	insight	NOUN
asir-5092	79	43	into	into	ADP
asir-5092	79	44	data	datum	NOUN
asir-5092	79	45	and	and	CCONJ
asir-5092	79	46	present	present	ADJ
asir-5092	79	47	information	information	NOUN
asir-5092	79	48	.	.	PUNCT
asir-5092	80	1	big	big	ADJ
asir-5092	80	2	data	datum	NOUN
asir-5092	80	3	volume	volume	NOUN
asir-5092	80	4	is	be	AUX
asir-5092	80	5	very	very	ADV
asir-5092	80	6	large	large	ADJ
asir-5092	80	7	,	,	PUNCT
asir-5092	80	8	the	the	DET
asir-5092	80	9	traditional	traditional	ADJ
asir-5092	80	10	data	data	NOUN
asir-5092	80	11	visualization	visualization	NOUN
asir-5092	80	12	methods	method	NOUN
asir-5092	80	13	,	,	PUNCT
asir-5092	80	14	such	such	ADJ
asir-5092	80	15	as	as	ADP
asir-5092	80	16	tables	table	NOUN
asir-5092	80	17	,	,	PUNCT
asir-5092	80	18	histograms	histogram	NOUN
asir-5092	80	19	,	,	PUNCT
asir-5092	80	20	scatter	scatter	NOUN
asir-5092	80	21	charts	chart	NOUN
asir-5092	80	22	,	,	PUNCT
asir-5092	80	23	line	line	NOUN
asir-5092	80	24	charts	chart	NOUN
asir-5092	80	25	,	,	PUNCT
asir-5092	80	26	column	column	NOUN
asir-5092	80	27	charts	chart	NOUN
asir-5092	80	28	,	,	PUNCT
asir-5092	80	29	pie	pie	NOUN
asir-5092	80	30	charts	chart	NOUN
asir-5092	80	31	,	,	PUNCT
asir-5092	80	32	area	area	NOUN
asir-5092	80	33	charts	chart	NOUN
asir-5092	80	34	,	,	PUNCT
asir-5092	80	35	flow	flow	NOUN
asir-5092	80	36	charts	chart	NOUN
asir-5092	80	37	,	,	PUNCT
asir-5092	80	38	etc	etc	X
asir-5092	80	39	.	.	X
asir-5092	80	40	are	be	AUX
asir-5092	80	41	not	not	PART
asir-5092	80	42	suitable	suitable	ADJ
asir-5092	80	43	for	for	ADP
asir-5092	80	44	big	big	ADJ
asir-5092	80	45	data	datum	NOUN
asir-5092	80	46	environments	environment	NOUN
asir-5092	80	47	,	,	PUNCT
asir-5092	80	48	and	and	CCONJ
asir-5092	80	49	the	the	DET
asir-5092	80	50	parallel	parallel	ADJ
asir-5092	80	51	visualization	visualization	NOUN
asir-5092	80	52	of	of	ADP
asir-5092	80	53	massive	massive	ADJ
asir-5092	80	54	data	datum	NOUN
asir-5092	80	55	has	have	AUX
asir-5092	80	56	become	become	VERB
asir-5092	80	57	an	an	DET
asir-5092	80	58	urgent	urgent	ADJ
asir-5092	80	59	problem	problem	NOUN
asir-5092	80	60	to	to	PART
asir-5092	80	61	be	be	AUX
asir-5092	80	62	solved	solve	VERB
asir-5092	80	63	.	.	PUNCT
asir-5092	81	1	it	it	PRON
asir-5092	81	2	is	be	AUX
asir-5092	81	3	recommended	recommend	VERB
asir-5092	81	4	to	to	PART
asir-5092	81	5	use	use	VERB
asir-5092	81	6	tableau	tableau	NOUN
asir-5092	81	7	for	for	ADP
asir-5092	81	8	student	student	NOUN
asir-5092	81	9	behavior	behavior	NOUN
asir-5092	81	10	big	big	ADJ
asir-5092	81	11	data	data	NOUN
asir-5092	81	12	visualization	visualization	NOUN
asir-5092	81	13	.	.	PUNCT
asir-5092	82	1	tableau	tableau	PROPN
asir-5092	82	2	is	be	AUX
asir-5092	82	3	an	an	DET
asir-5092	82	4	excellent	excellent	ADJ
asir-5092	82	5	representative	representative	NOUN
asir-5092	82	6	of	of	ADP
asir-5092	82	7	lightweight	lightweight	ADJ
asir-5092	82	8	visual	visual	ADJ
asir-5092	82	9	bi	bi	ADJ
asir-5092	82	10	tools	tool	NOUN
asir-5092	82	11	.	.	PUNCT
asir-5092	83	1	it	it	PRON
asir-5092	83	2	has	have	VERB
asir-5092	83	3	the	the	DET
asir-5092	83	4	characteristics	characteristic	NOUN
asir-5092	83	5	of	of	ADP
asir-5092	83	6	rapid	rapid	ADJ
asir-5092	83	7	efficiency	efficiency	NOUN
asir-5092	83	8	,	,	PUNCT
asir-5092	83	9	easy	easy	ADJ
asir-5092	83	10	use	use	NOUN
asir-5092	83	11	,	,	PUNCT
asir-5092	83	12	and	and	CCONJ
asir-5092	83	13	connection	connection	NOUN
asir-5092	83	14	to	to	ADP
asir-5092	83	15	multiple	multiple	ADJ
asir-5092	83	16	data	datum	NOUN
asir-5092	83	17	sources	source	NOUN
asir-5092	83	18	.	.	PUNCT
asir-5092	84	1	the	the	DET
asir-5092	84	2	data	data	NOUN
asir-5092	84	3	integration	integration	NOUN
asir-5092	84	4	is	be	AUX
asir-5092	84	5	easy	easy	ADJ
asir-5092	84	6	to	to	PART
asir-5092	84	7	integrate	integrate	VERB
asir-5092	84	8	and	and	CCONJ
asir-5092	84	9	the	the	DET
asir-5092	84	10	interface	interface	NOUN
asir-5092	84	11	is	be	AUX
asir-5092	84	12	integrated	integrate	VERB
asir-5092	84	13	.	.	PUNCT
asir-5092	85	1	it	it	PRON
asir-5092	85	2	has	have	VERB
asir-5092	85	3	good	good	ADJ
asir-5092	85	4	scalability	scalability	NOUN
asir-5092	85	5	,	,	PUNCT
asir-5092	85	6	which	which	PRON
asir-5092	85	7	is	be	AUX
asir-5092	85	8	conducive	conducive	ADJ
asir-5092	85	9	to	to	ADP
asir-5092	85	10	improving	improve	VERB
asir-5092	85	11	data	datum	NOUN
asir-5092	85	12	analysis	analysis	NOUN
asir-5092	85	13	ability	ability	NOUN
asir-5092	85	14	.	.	PUNCT
asir-5092	86	1	use	use	VERB
asir-5092	86	2	tableau	tableau	PROPN
asir-5092	86	3	to	to	PART
asir-5092	86	4	drag	drag	VERB
asir-5092	86	5	and	and	CCONJ
asir-5092	86	6	drop	drop	VERB
asir-5092	86	7	a	a	DET
asir-5092	86	8	lot	lot	NOUN
asir-5092	86	9	of	of	ADP
asir-5092	86	10	data	datum	NOUN
asir-5092	86	11	to	to	ADP
asir-5092	86	12	the	the	DET
asir-5092	86	13	panel	panel	NOUN
asir-5092	86	14	,	,	PUNCT
asir-5092	86	15	which	which	PRON
asir-5092	86	16	can	can	AUX
asir-5092	86	17	efficiently	efficiently	ADV
asir-5092	86	18	generate	generate	VERB
asir-5092	86	19	various	various	ADJ
asir-5092	86	20	icons	icon	NOUN
asir-5092	86	21	.	.	PUNCT
asir-5092	87	1	everyone	everyone	PRON
asir-5092	87	2	can	can	AUX
asir-5092	87	3	use	use	VERB
asir-5092	87	4	this	this	DET
asir-5092	87	5	visual	visual	ADJ
asir-5092	87	6	tool	tool	NOUN
asir-5092	87	7	to	to	PART
asir-5092	87	8	find	find	VERB
asir-5092	87	9	the	the	DET
asir-5092	87	10	trend	trend	NOUN
asir-5092	87	11	and	and	CCONJ
asir-5092	87	12	abnormal	abnormal	ADJ
asir-5092	87	13	values	value	NOUN
asir-5092	87	14	by	by	ADP
asir-5092	87	15	dragging	drag	VERB
asir-5092	87	16	and	and	CCONJ
asir-5092	87	17	dropping	drop	VERB
asir-5092	87	18	the	the	DET
asir-5092	87	19	data	datum	NOUN
asir-5092	87	20	.	.	PUNCT
asir-5092	88	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-5092	88	2	applied	apply	VERB
asir-5092	88	3	science	science	NOUN
asir-5092	88	4	and	and	CCONJ
asir-5092	88	5	innovative	innovative	ADJ
asir-5092	88	6	research	research	NOUN
asir-5092	88	7	vol	vol	NOUN
asir-5092	88	8	.	.	PROPN
asir-5092	89	1	6	6	NUM
asir-5092	89	2	,	,	PUNCT
asir-5092	89	3	no	no	INTJ
asir-5092	89	4	.	.	NOUN
asir-5092	89	5	3	3	NUM
asir-5092	89	6	,	,	PUNCT
asir-5092	89	7	2022	2022	NUM
asir-5092	89	8	58	58	NUM
asir-5092	89	9	published	publish	VERB
asir-5092	89	10	by	by	ADP
asir-5092	89	11	scholink	scholink	PROPN
asir-5092	89	12	inc	inc	PROPN
asir-5092	89	13	.	.	PROPN
asir-5092	89	14	4.4	4.4	NUM
asir-5092	89	15	build	build	VERB
asir-5092	89	16	a	a	DET
asir-5092	89	17	big	big	ADJ
asir-5092	89	18	data	datum	NOUN
asir-5092	89	19	analysis	analysis	NOUN
asir-5092	89	20	and	and	CCONJ
asir-5092	89	21	early	early	ADJ
asir-5092	89	22	warning	warning	NOUN
asir-5092	89	23	management	management	NOUN
asir-5092	89	24	platform	platform	NOUN
asir-5092	89	25	for	for	ADP
asir-5092	89	26	student	student	NOUN
asir-5092	89	27	network	network	NOUN
asir-5092	89	28	behavior	behavior	NOUN
asir-5092	89	29	the	the	DET
asir-5092	89	30	mainstream	mainstream	ADJ
asir-5092	89	31	big	big	ADJ
asir-5092	89	32	data	datum	NOUN
asir-5092	89	33	framework	framework	NOUN
asir-5092	89	34	hadoop	hadoop	NOUN
asir-5092	89	35	is	be	AUX
asir-5092	89	36	used	use	VERB
asir-5092	89	37	to	to	PART
asir-5092	89	38	collect	collect	VERB
asir-5092	89	39	,	,	PUNCT
asir-5092	89	40	store	store	NOUN
asir-5092	89	41	,	,	PUNCT
asir-5092	89	42	clean	clean	ADJ
asir-5092	89	43	,	,	PUNCT
asir-5092	89	44	process	process	NOUN
asir-5092	89	45	and	and	CCONJ
asir-5092	89	46	analyze	analyze	VERB
asir-5092	89	47	the	the	DET
asir-5092	89	48	student	student	NOUN
asir-5092	89	49	behavior	behavior	NOUN
asir-5092	89	50	data	datum	NOUN
asir-5092	89	51	generated	generate	VERB
asir-5092	89	52	by	by	ADP
asir-5092	89	53	various	various	ADJ
asir-5092	89	54	platforms	platform	NOUN
asir-5092	89	55	,	,	PUNCT
asir-5092	89	56	distribute	distribute	VERB
asir-5092	89	57	the	the	DET
asir-5092	89	58	storage	storage	NOUN
asir-5092	89	59	and	and	CCONJ
asir-5092	89	60	processing	processing	NOUN
asir-5092	89	61	of	of	ADP
asir-5092	89	62	heterogeneous	heterogeneous	ADJ
asir-5092	89	63	data	datum	NOUN
asir-5092	89	64	,	,	PUNCT
asir-5092	89	65	construct	construct	VERB
asir-5092	89	66	a	a	DET
asir-5092	89	67	data	data	NOUN
asir-5092	89	68	warehouse	warehouse	NOUN
asir-5092	89	69	for	for	ADP
asir-5092	89	70	various	various	ADJ
asir-5092	89	71	heterogeneous	heterogeneous	ADJ
asir-5092	89	72	data	datum	NOUN
asir-5092	89	73	sources	source	NOUN
asir-5092	89	74	,	,	PUNCT
asir-5092	89	75	and	and	CCONJ
asir-5092	89	76	form	form	VERB
asir-5092	89	77	the	the	DET
asir-5092	89	78	overall	overall	ADJ
asir-5092	89	79	architecture	architecture	NOUN
asir-5092	89	80	of	of	ADP
asir-5092	89	81	the	the	DET
asir-5092	89	82	student	student	NOUN
asir-5092	89	83	network	network	NOUN
asir-5092	89	84	behavior	behavior	NOUN
asir-5092	89	85	data	data	VERB
asir-5092	89	86	analysis	analysis	NOUN
asir-5092	89	87	system	system	NOUN
asir-5092	89	88	.	.	PUNCT
asir-5092	90	1	to	to	PART
asir-5092	90	2	grasp	grasp	VERB
asir-5092	90	3	the	the	DET
asir-5092	90	4	behavior	behavior	NOUN
asir-5092	90	5	trajectory	trajectory	NOUN
asir-5092	90	6	of	of	ADP
asir-5092	90	7	students	student	NOUN
asir-5092	90	8	,	,	PUNCT
asir-5092	90	9	predict	predict	VERB
asir-5092	90	10	the	the	DET
asir-5092	90	11	behavior	behavior	NOUN
asir-5092	90	12	trend	trend	NOUN
asir-5092	90	13	of	of	ADP
asir-5092	90	14	key	key	ADJ
asir-5092	90	15	objects	object	NOUN
asir-5092	90	16	,	,	PUNCT
asir-5092	90	17	timely	timely	ADV
asir-5092	90	18	and	and	CCONJ
asir-5092	90	19	effectively	effectively	ADV
asir-5092	90	20	find	find	VERB
asir-5092	90	21	problems	problem	NOUN
asir-5092	90	22	,	,	PUNCT
asir-5092	90	23	monitor	monitor	VERB
asir-5092	90	24	problems	problem	NOUN
asir-5092	90	25	,	,	PUNCT
asir-5092	90	26	and	and	CCONJ
asir-5092	90	27	solve	solve	VERB
asir-5092	90	28	problems	problem	NOUN
asir-5092	90	29	,	,	PUNCT
asir-5092	90	30	the	the	DET
asir-5092	90	31	platform	platform	NOUN
asir-5092	90	32	conducts	conduct	VERB
asir-5092	90	33	complete	complete	ADJ
asir-5092	90	34	data	datum	NOUN
asir-5092	90	35	mining	mining	NOUN
asir-5092	90	36	on	on	ADP
asir-5092	90	37	students	student	NOUN
asir-5092	90	38	’	'	PUNCT
asir-5092	90	39	network	network	NOUN
asir-5092	90	40	behavior	behavior	NOUN
asir-5092	90	41	data	datum	NOUN
asir-5092	90	42	and	and	CCONJ
asir-5092	90	43	analyzes	analyze	NOUN
asir-5092	90	44	and	and	CCONJ
asir-5092	90	45	visualizes	visualize	VERB
asir-5092	90	46	the	the	DET
asir-5092	90	47	mining	mining	NOUN
asir-5092	90	48	results	result	NOUN
asir-5092	90	49	.	.	PUNCT
asir-5092	91	1	5	5	X
asir-5092	91	2	.	.	X
asir-5092	91	3	conclusion	conclusion	NOUN
asir-5092	91	4	with	with	ADP
asir-5092	91	5	the	the	DET
asir-5092	91	6	continuous	continuous	ADJ
asir-5092	91	7	improvement	improvement	NOUN
asir-5092	91	8	of	of	ADP
asir-5092	91	9	the	the	DET
asir-5092	91	10	level	level	NOUN
asir-5092	91	11	of	of	ADP
asir-5092	91	12	information	information	NOUN
asir-5092	91	13	construction	construction	NOUN
asir-5092	91	14	,	,	PUNCT
asir-5092	91	15	data	datum	NOUN
asir-5092	91	16	resources	resource	NOUN
asir-5092	91	17	are	be	AUX
asir-5092	91	18	showing	show	VERB
asir-5092	91	19	exponential	exponential	ADJ
asir-5092	91	20	growth	growth	NOUN
asir-5092	91	21	,	,	PUNCT
asir-5092	91	22	leading	lead	VERB
asir-5092	91	23	us	we	PRON
asir-5092	91	24	into	into	ADP
asir-5092	91	25	the	the	DET
asir-5092	91	26	era	era	NOUN
asir-5092	91	27	of	of	ADP
asir-5092	91	28	big	big	ADJ
asir-5092	91	29	data	datum	NOUN
asir-5092	91	30	.	.	PUNCT
asir-5092	92	1	it	it	PRON
asir-5092	92	2	provides	provide	VERB
asir-5092	92	3	a	a	DET
asir-5092	92	4	platform	platform	NOUN
asir-5092	92	5	for	for	ADP
asir-5092	92	6	ideological	ideological	ADJ
asir-5092	92	7	education	education	NOUN
asir-5092	92	8	and	and	CCONJ
asir-5092	92	9	moral	moral	ADJ
asir-5092	92	10	character	character	NOUN
asir-5092	92	11	education	education	NOUN
asir-5092	92	12	for	for	ADP
asir-5092	92	13	college	college	NOUN
asir-5092	92	14	students	student	NOUN
asir-5092	92	15	on	on	ADP
asir-5092	92	16	the	the	DET
asir-5092	92	17	internet	internet	NOUN
asir-5092	92	18	.	.	PUNCT
asir-5092	93	1	network	network	NOUN
asir-5092	93	2	ideological	ideological	ADJ
asir-5092	93	3	and	and	CCONJ
asir-5092	93	4	political	political	ADJ
asir-5092	93	5	education	education	NOUN
asir-5092	93	6	in	in	ADP
asir-5092	93	7	the	the	DET
asir-5092	93	8	era	era	NOUN
asir-5092	93	9	of	of	ADP
asir-5092	93	10	big	big	ADJ
asir-5092	93	11	data	datum	NOUN
asir-5092	93	12	faces	face	VERB
asir-5092	93	13	problems	problem	NOUN
asir-5092	93	14	such	such	ADJ
asir-5092	93	15	as	as	ADP
asir-5092	93	16	weak	weak	ADJ
asir-5092	93	17	data	datum	NOUN
asir-5092	93	18	awareness	awareness	NOUN
asir-5092	93	19	in	in	ADP
asir-5092	93	20	schools	school	NOUN
asir-5092	93	21	,	,	PUNCT
asir-5092	93	22	lack	lack	NOUN
asir-5092	93	23	of	of	ADP
asir-5092	93	24	data	datum	NOUN
asir-5092	93	25	literacy	literacy	NOUN
asir-5092	93	26	,	,	PUNCT
asir-5092	93	27	and	and	CCONJ
asir-5092	93	28	lack	lack	NOUN
asir-5092	93	29	of	of	ADP
asir-5092	93	30	unified	unified	ADJ
asir-5092	93	31	and	and	CCONJ
asir-5092	93	32	effective	effective	ADJ
asir-5092	93	33	management	management	NOUN
asir-5092	93	34	of	of	ADP
asir-5092	93	35	data	datum	NOUN
asir-5092	93	36	.	.	PUNCT
asir-5092	94	1	it	it	PRON
asir-5092	94	2	is	be	AUX
asir-5092	94	3	recommended	recommend	VERB
asir-5092	94	4	to	to	PART
asir-5092	94	5	use	use	VERB
asir-5092	94	6	data	datum	NOUN
asir-5092	94	7	mining	mining	NOUN
asir-5092	94	8	technology	technology	NOUN
asir-5092	94	9	to	to	PART
asir-5092	94	10	improve	improve	VERB
asir-5092	94	11	the	the	DET
asir-5092	94	12	aspects	aspect	NOUN
asir-5092	94	13	of	of	ADP
asir-5092	94	14	integrating	integrate	VERB
asir-5092	94	15	student	student	NOUN
asir-5092	94	16	behavior	behavior	NOUN
asir-5092	94	17	data	datum	NOUN
asir-5092	94	18	information	information	NOUN
asir-5092	94	19	on	on	ADP
asir-5092	94	20	each	each	DET
asir-5092	94	21	platform	platform	NOUN
asir-5092	94	22	,	,	PUNCT
asir-5092	94	23	monitoring	monitor	VERB
asir-5092	94	24	student	student	NOUN
asir-5092	94	25	behavior	behavior	NOUN
asir-5092	94	26	data	datum	NOUN
asir-5092	94	27	,	,	PUNCT
asir-5092	94	28	visualizing	visualize	VERB
asir-5092	94	29	student	student	NOUN
asir-5092	94	30	behavior	behavior	NOUN
asir-5092	94	31	data	datum	NOUN
asir-5092	94	32	,	,	PUNCT
asir-5092	94	33	and	and	CCONJ
asir-5092	94	34	building	build	VERB
asir-5092	94	35	a	a	DET
asir-5092	94	36	big	big	ADJ
asir-5092	94	37	data	datum	NOUN
asir-5092	94	38	analysis	analysis	NOUN
asir-5092	94	39	and	and	CCONJ
asir-5092	94	40	early	early	ADJ
asir-5092	94	41	warning	warning	NOUN
asir-5092	94	42	management	management	NOUN
asir-5092	94	43	platform	platform	NOUN
asir-5092	94	44	for	for	ADP
asir-5092	94	45	student	student	NOUN
asir-5092	94	46	network	network	NOUN
asir-5092	94	47	behavior	behavior	NOUN
asir-5092	94	48	,	,	PUNCT
asir-5092	94	49	timely	timely	ADV
asir-5092	94	50	monitoring	monitoring	NOUN
asir-5092	94	51	and	and	CCONJ
asir-5092	94	52	solving	solving	NOUN
asir-5092	94	53	problems	problem	NOUN
asir-5092	94	54	,	,	PUNCT
asir-5092	94	55	grasping	grasp	VERB
asir-5092	94	56	the	the	DET
asir-5092	94	57	development	development	NOUN
asir-5092	94	58	trend	trend	NOUN
asir-5092	94	59	of	of	ADP
asir-5092	94	60	network	network	NOUN
asir-5092	94	61	ideological	ideological	ADJ
asir-5092	94	62	and	and	CCONJ
asir-5092	94	63	political	political	ADJ
asir-5092	94	64	education	education	NOUN
asir-5092	94	65	problems	problem	NOUN
asir-5092	94	66	in	in	ADP
asir-5092	94	67	real	real	ADJ
asir-5092	94	68	-	-	PUNCT
asir-5092	94	69	time	time	NOUN
asir-5092	94	70	,	,	PUNCT
asir-5092	94	71	and	and	CCONJ
asir-5092	94	72	improving	improve	VERB
asir-5092	94	73	the	the	DET
asir-5092	94	74	level	level	NOUN
asir-5092	94	75	of	of	ADP
asir-5092	94	76	public	public	ADJ
asir-5092	94	77	opinion	opinion	NOUN
asir-5092	94	78	guidance	guidance	NOUN
asir-5092	94	79	.	.	PUNCT
asir-5092	95	1	college	college	NOUN
asir-5092	95	2	students	student	NOUN
asir-5092	95	3	’	'	PUNCT
asir-5092	95	4	network	network	NOUN
asir-5092	95	5	ideological	ideological	ADJ
asir-5092	95	6	and	and	CCONJ
asir-5092	95	7	political	political	ADJ
asir-5092	95	8	education	education	NOUN
asir-5092	95	9	work	work	NOUN
asir-5092	95	10	has	have	VERB
asir-5092	95	11	a	a	DET
asir-5092	95	12	long	long	ADJ
asir-5092	95	13	way	way	NOUN
asir-5092	95	14	to	to	PART
asir-5092	95	15	go	go	VERB
asir-5092	95	16	,	,	PUNCT
asir-5092	95	17	and	and	CCONJ
asir-5092	95	18	we	we	PRON
asir-5092	95	19	should	should	AUX
asir-5092	95	20	give	give	VERB
asir-5092	95	21	full	full	ADJ
asir-5092	95	22	play	play	NOUN
asir-5092	95	23	to	to	ADP
asir-5092	95	24	the	the	DET
asir-5092	95	25	advantages	advantage	NOUN
asir-5092	95	26	of	of	ADP
asir-5092	95	27	data	datum	NOUN
asir-5092	95	28	resources	resource	NOUN
asir-5092	95	29	as	as	ADV
asir-5092	95	30	much	much	ADV
asir-5092	95	31	as	as	ADP
asir-5092	95	32	possible	possible	ADJ
asir-5092	95	33	to	to	PART
asir-5092	95	34	promote	promote	VERB
asir-5092	95	35	the	the	DET
asir-5092	95	36	vigorous	vigorous	ADJ
asir-5092	95	37	development	development	NOUN
asir-5092	95	38	of	of	ADP
asir-5092	95	39	network	network	NOUN
asir-5092	95	40	ideological	ideological	ADJ
asir-5092	95	41	and	and	CCONJ
asir-5092	95	42	political	political	ADJ
asir-5092	95	43	education	education	NOUN
asir-5092	95	44	.	.	PUNCT
asir-5092	96	1	references	reference	NOUN
asir-5092	96	2	feng	feng	PROPN
asir-5092	96	3	ao	ao	PROPN
asir-5092	96	4	,	,	PUNCT
asir-5092	96	5	&	&	CCONJ
asir-5092	96	6	wang	wang	PROPN
asir-5092	96	7	jicheng	jicheng	PROPN
asir-5092	96	8	.	.	PUNCT
asir-5092	97	1	(	(	PUNCT
asir-5092	97	2	2021	2021	NUM
asir-5092	97	3	)	)	PUNCT
asir-5092	97	4	.	.	PUNCT
asir-5092	98	1	problems	problem	NOUN
asir-5092	98	2	and	and	CCONJ
asir-5092	98	3	countermeasures	countermeasure	NOUN
asir-5092	98	4	faced	face	VERB
asir-5092	98	5	by	by	ADP
asir-5092	98	6	college	college	NOUN
asir-5092	98	7	students	student	NOUN
asir-5092	98	8	’	'	PUNCT
asir-5092	98	9	network	network	NOUN
asir-5092	98	10	ideological	ideological	ADJ
asir-5092	98	11	and	and	CCONJ
asir-5092	98	12	political	political	ADJ
asir-5092	98	13	education	education	NOUN
asir-5092	98	14	in	in	ADP
asir-5092	98	15	the	the	DET
asir-5092	98	16	new	new	ADJ
asir-5092	98	17	era	era	NOUN
asir-5092	98	18	.	.	PUNCT
asir-5092	99	1	journal	journal	PROPN
asir-5092	99	2	of	of	ADP
asir-5092	99	3	bohai	bohai	PROPN
asir-5092	99	4	university	university	PROPN
asir-5092	99	5	(	(	PUNCT
asir-5092	99	6	philosophy	philosophy	NOUN
asir-5092	99	7	and	and	CCONJ
asir-5092	99	8	social	social	ADJ
asir-5092	99	9	sciences	sciences	PROPN
asir-5092	99	10	edition	edition	NOUN
asir-5092	99	11	)	)	PUNCT
asir-5092	99	12	,	,	PUNCT
asir-5092	99	13	43(02	43(02	NOUN
asir-5092	99	14	)	)	PUNCT
asir-5092	99	15	,	,	PUNCT
asir-5092	99	16	100	100	NUM
asir-5092	99	17	-	-	SYM
asir-5092	99	18	103	103	NUM
asir-5092	99	19	.	.	PUNCT
asir-5092	100	1	jin	jin	PROPN
asir-5092	100	2	tailai	tailai	PROPN
asir-5092	100	3	.	.	PUNCT
asir-5092	101	1	(	(	PUNCT
asir-5092	101	2	2019	2019	NUM
asir-5092	101	3	)	)	PUNCT
asir-5092	101	4	.	.	PUNCT
asir-5092	102	1	analysis	analysis	NOUN
asir-5092	102	2	of	of	ADP
asir-5092	102	3	the	the	DET
asir-5092	102	4	advantages	advantage	NOUN
asir-5092	102	5	of	of	ADP
asir-5092	102	6	network	network	NOUN
asir-5092	102	7	ideological	ideological	ADJ
asir-5092	102	8	and	and	CCONJ
asir-5092	102	9	political	political	ADJ
asir-5092	102	10	education	education	NOUN
asir-5092	102	11	in	in	ADP
asir-5092	102	12	the	the	DET
asir-5092	102	13	era	era	NOUN
asir-5092	102	14	of	of	ADP
asir-5092	102	15	big	big	ADJ
asir-5092	102	16	data	datum	NOUN
asir-5092	102	17	.	.	PUNCT
asir-5092	103	1	industry	industry	NOUN
asir-5092	103	2	and	and	CCONJ
asir-5092	103	3	technology	technology	NOUN
asir-5092	103	4	forum	forum	NOUN
asir-5092	103	5	,	,	PUNCT
asir-5092	103	6	18(14	18(14	NUM
asir-5092	103	7	)	)	PUNCT
asir-5092	103	8	,	,	PUNCT
asir-5092	103	9	189	189	NUM
asir-5092	103	10	-	-	SYM
asir-5092	103	11	190	190	NUM
asir-5092	103	12	.	.	PUNCT
asir-5092	104	1	li	li	PROPN
asir-5092	104	2	jie	jie	PROPN
asir-5092	104	3	,	,	PUNCT
asir-5092	104	4	&	&	CCONJ
asir-5092	104	5	wang	wang	PROPN
asir-5092	104	6	jicheng	jicheng	PROPN
asir-5092	104	7	.	.	PUNCT
asir-5092	105	1	(	(	PUNCT
asir-5092	105	2	2018	2018	NUM
asir-5092	105	3	)	)	PUNCT
asir-5092	105	4	.	.	PUNCT
asir-5092	106	1	big	big	ADJ
asir-5092	106	2	data	datum	NOUN
asir-5092	106	3	helps	help	VERB
asir-5092	106	4	the	the	DET
asir-5092	106	5	research	research	NOUN
asir-5092	106	6	of	of	ADP
asir-5092	106	7	network	network	NOUN
asir-5092	106	8	ideological	ideological	ADJ
asir-5092	106	9	and	and	CCONJ
asir-5092	106	10	political	political	ADJ
asir-5092	106	11	education	education	NOUN
asir-5092	106	12	in	in	ADP
asir-5092	106	13	colleges	college	NOUN
asir-5092	106	14	and	and	CCONJ
asir-5092	106	15	universities	university	NOUN
asir-5092	106	16	.	.	PUNCT
asir-5092	107	1	journal	journal	PROPN
asir-5092	107	2	of	of	ADP
asir-5092	107	3	shenyang	shenyang	PROPN
asir-5092	107	4	agricultural	agricultural	PROPN
asir-5092	107	5	university	university	PROPN
asir-5092	107	6	(	(	PUNCT
asir-5092	107	7	social	social	ADJ
asir-5092	107	8	science	science	NOUN
asir-5092	107	9	edition	edition	PROPN
asir-5092	107	10	)	)	PUNCT
asir-5092	107	11	,	,	PUNCT
asir-5092	107	12	20(04	20(04	NUM
asir-5092	107	13	)	)	PUNCT
asir-5092	107	14	,	,	PUNCT
asir-5092	107	15	434	434	NUM
asir-5092	107	16	-	-	SYM
asir-5092	107	17	438	438	NUM
asir-5092	107	18	.	.	PUNCT
asir-5092	108	1	lisha	lisha	PROPN
asir-5092	108	2	.	.	PUNCT
asir-5092	108	3	(	(	PUNCT
asir-5092	108	4	2017	2017	NUM
asir-5092	108	5	)	)	PUNCT
asir-5092	108	6	.	.	PUNCT
asir-5092	109	1	research	research	NOUN
asir-5092	109	2	on	on	ADP
asir-5092	109	3	the	the	DET
asir-5092	109	4	innovative	innovative	ADJ
asir-5092	109	5	path	path	NOUN
asir-5092	109	6	of	of	ADP
asir-5092	109	7	network	network	NOUN
asir-5092	109	8	ideological	ideological	ADJ
asir-5092	109	9	and	and	CCONJ
asir-5092	109	10	political	political	ADJ
asir-5092	109	11	education	education	NOUN
asir-5092	109	12	in	in	ADP
asir-5092	109	13	higher	high	ADJ
asir-5092	109	14	vocational	vocational	ADJ
asir-5092	109	15	colleges	college	NOUN
asir-5092	109	16	and	and	CCONJ
asir-5092	109	17	universities	university	NOUN
asir-5092	109	18	under	under	ADP
asir-5092	109	19	the	the	DET
asir-5092	109	20	background	background	NOUN
asir-5092	109	21	of	of	ADP
asir-5092	109	22	big	big	ADJ
asir-5092	109	23	data	datum	NOUN
asir-5092	109	24	.	.	PUNCT
asir-5092	110	1	liaoning	liaoning	PROPN
asir-5092	110	2	economic	economic	PROPN
asir-5092	110	3	management	management	PROPN
asir-5092	110	4	cadre	cadre	PROPN
asir-5092	110	5	college	college	PROPN
asir-5092	110	6	.	.	PUNCT
asir-5092	111	1	journal	journal	PROPN
asir-5092	111	2	of	of	ADP
asir-5092	111	3	liaoning	liaoning	PROPN
asir-5092	111	4	economic	economic	ADJ
asir-5092	111	5	vocational	vocational	ADJ
asir-5092	111	6	and	and	CCONJ
asir-5092	111	7	technical	technical	PROPN
asir-5092	111	8	college	college	NOUN
asir-5092	111	9	,	,	PUNCT
asir-5092	111	10	2017(05	2017(05	NOUN
asir-5092	111	11	)	)	PUNCT
asir-5092	111	12	,	,	PUNCT
asir-5092	111	13	72	72	NUM
asir-5092	111	14	-	-	SYM
asir-5092	111	15	74	74	NUM
asir-5092	111	16	.	.	PUNCT
asir-5092	112	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-5092	112	2	applied	apply	VERB
asir-5092	112	3	science	science	NOUN
asir-5092	112	4	and	and	CCONJ
asir-5092	112	5	innovative	innovative	ADJ
asir-5092	112	6	research	research	NOUN
asir-5092	112	7	vol	vol	NOUN
asir-5092	112	8	.	.	PROPN
asir-5092	113	1	6	6	NUM
asir-5092	113	2	,	,	PUNCT
asir-5092	113	3	no	no	INTJ
asir-5092	113	4	.	.	NOUN
asir-5092	113	5	3	3	NUM
asir-5092	113	6	,	,	PUNCT
asir-5092	113	7	2022	2022	NUM
asir-5092	113	8	59	59	NUM
asir-5092	113	9	published	publish	VERB
asir-5092	113	10	by	by	ADP
asir-5092	113	11	scholink	scholink	PROPN
asir-5092	113	12	inc	inc	PROPN
asir-5092	113	13	.	.	PROPN
asir-5092	113	14	qi	qi	PROPN
asir-5092	113	15	mingming	mingming	PROPN
asir-5092	113	16	.	.	PUNCT
asir-5092	114	1	(	(	PUNCT
asir-5092	114	2	2018	2018	NUM
asir-5092	114	3	)	)	PUNCT
asir-5092	114	4	.	.	PUNCT
asir-5092	115	1	research	research	NOUN
asir-5092	115	2	on	on	ADP
asir-5092	115	3	the	the	DET
asir-5092	115	4	linkage	linkage	NOUN
asir-5092	115	5	mechanism	mechanism	NOUN
asir-5092	115	6	of	of	ADP
asir-5092	115	7	network	network	NOUN
asir-5092	115	8	ideological	ideological	ADJ
asir-5092	115	9	and	and	CCONJ
asir-5092	115	10	political	political	ADJ
asir-5092	115	11	education	education	NOUN
asir-5092	115	12	in	in	ADP
asir-5092	115	13	colleges	college	NOUN
asir-5092	115	14	and	and	CCONJ
asir-5092	115	15	universities	university	NOUN
asir-5092	115	16	based	base	VERB
asir-5092	115	17	on	on	ADP
asir-5092	115	18	big	big	ADJ
asir-5092	115	19	data	datum	NOUN
asir-5092	115	20	.	.	PUNCT
asir-5092	116	1	journal	journal	PROPN
asir-5092	116	2	of	of	ADP
asir-5092	116	3	hubei	hubei	PROPN
asir-5092	116	4	correspondence	correspondence	PROPN
asir-5092	116	5	university	university	NOUN
asir-5092	116	6	,	,	PUNCT
asir-5092	116	7	31(06	31(06	PROPN
asir-5092	116	8	)	)	PUNCT
asir-5092	116	9	,	,	PUNCT
asir-5092	116	10	69	69	NUM
asir-5092	116	11	-	-	SYM
asir-5092	116	12	70	70	NUM
asir-5092	116	13	.	.	PUNCT
asir-5092	117	1	yang	yang	PROPN
asir-5092	117	2	wei	wei	PROPN
asir-5092	117	3	.	.	PUNCT
asir-5092	117	4	(	(	PUNCT
asir-5092	117	5	2021	2021	NUM
asir-5092	117	6	)	)	PUNCT
asir-5092	117	7	.	.	PUNCT
asir-5092	118	1	how	how	SCONJ
asir-5092	118	2	to	to	PART
asir-5092	118	3	carry	carry	VERB
asir-5092	118	4	out	out	ADP
asir-5092	118	5	network	network	NOUN
asir-5092	118	6	ideological	ideological	ADJ
asir-5092	118	7	and	and	CCONJ
asir-5092	118	8	political	political	ADJ
asir-5092	118	9	education	education	NOUN
asir-5092	118	10	in	in	ADP
asir-5092	118	11	the	the	DET
asir-5092	118	12	era	era	NOUN
asir-5092	118	13	of	of	ADP
asir-5092	118	14	big	big	ADJ
asir-5092	118	15	data	datum	NOUN
asir-5092	118	16	.	.	PUNCT
asir-5092	119	1	modern	modern	ADJ
asir-5092	119	2	communication	communication	NOUN
asir-5092	119	3	,	,	PUNCT
asir-5092	119	4	2021(01	2021(01	NUM
asir-5092	119	5	)	)	PUNCT
asir-5092	119	6	,	,	PUNCT
asir-5092	119	7	215	215	NUM
asir-5092	119	8	-	-	SYM
asir-5092	119	9	217	217	NUM
asir-5092	119	10	.	.	PUNCT
asir-5092	120	1	yu	yu	PROPN
asir-5092	120	2	ling	ling	PROPN
asir-5092	120	3	.	.	PUNCT
asir-5092	121	1	(	(	PUNCT
asir-5092	121	2	2019	2019	NUM
asir-5092	121	3	)	)	PUNCT
asir-5092	121	4	.	.	PUNCT
asir-5092	122	1	information	information	NOUN
asir-5092	122	2	literacy	literacy	NOUN
asir-5092	122	3	and	and	CCONJ
asir-5092	122	4	training	training	NOUN
asir-5092	122	5	of	of	ADP
asir-5092	122	6	primary	primary	ADJ
asir-5092	122	7	and	and	CCONJ
asir-5092	122	8	secondary	secondary	ADJ
asir-5092	122	9	school	school	NOUN
asir-5092	122	10	teachers	teacher	NOUN
asir-5092	122	11	in	in	ADP
asir-5092	122	12	the	the	DET
asir-5092	122	13	context	context	NOUN
asir-5092	122	14	of	of	ADP
asir-5092	122	15	education	education	NOUN
asir-5092	122	16	informatization	informatization	NOUN
asir-5092	122	17	.	.	PUNCT
asir-5092	123	1	teaching	teaching	NOUN
asir-5092	123	2	and	and	CCONJ
asir-5092	123	3	management	management	NOUN
asir-5092	123	4	,	,	PUNCT
asir-5092	123	5	2019(18	2019(18	NUM
asir-5092	123	6	)	)	PUNCT
asir-5092	123	7	,	,	PUNCT
asir-5092	123	8	68	68	NUM
asir-5092	123	9	-	-	SYM
asir-5092	123	10	71	71	NUM
asir-5092	123	11	.	.	PUNCT
asir-5092	124	1	zhao	zhao	PROPN
asir-5092	124	2	rong	rong	PROPN
asir-5092	124	3	.	.	PUNCT
asir-5092	125	1	(	(	PUNCT
asir-5092	125	2	2020	2020	NUM
asir-5092	125	3	)	)	PUNCT
asir-5092	125	4	.	.	PUNCT
asir-5092	126	1	research	research	NOUN
asir-5092	126	2	on	on	ADP
asir-5092	126	3	network	network	NOUN
asir-5092	126	4	ideological	ideological	ADJ
asir-5092	126	5	and	and	CCONJ
asir-5092	126	6	political	political	ADJ
asir-5092	126	7	education	education	NOUN
asir-5092	126	8	methods	method	NOUN
asir-5092	126	9	in	in	ADP
asir-5092	126	10	the	the	DET
asir-5092	126	11	era	era	NOUN
asir-5092	126	12	of	of	ADP
asir-5092	126	13	big	big	ADJ
asir-5092	126	14	data	datum	NOUN
asir-5092	126	15	.	.	PUNCT
asir-5092	127	1	journal	journal	PROPN
asir-5092	127	2	of	of	ADP
asir-5092	127	3	huizhou	huizhou	PROPN
asir-5092	127	4	university	university	PROPN
asir-5092	127	5	,	,	PUNCT
asir-5092	127	6	40(02	40(02	NOUN
asir-5092	127	7	)	)	PUNCT
asir-5092	127	8	,	,	PUNCT
asir-5092	127	9	30	30	NUM
asir-5092	127	10	-	-	SYM
asir-5092	127	11	34	34	NUM
asir-5092	127	12	.	.	PUNCT
asir-5092	128	1	zhao	zhao	PROPN
asir-5092	128	2	yupeng	yupeng	PROPN
asir-5092	128	3	,	,	PUNCT
asir-5092	128	4	wang	wang	PROPN
asir-5092	128	5	chuanze	chuanze	PROPN
asir-5092	128	6	,	,	PUNCT
asir-5092	128	7	&	&	CCONJ
asir-5092	128	8	yu	yu	PROPN
asir-5092	128	9	yang	yang	PROPN
asir-5092	128	10	.	.	PUNCT
asir-5092	128	11	(	(	PUNCT
asir-5092	128	12	2021	2021	NUM
asir-5092	128	13	)	)	PUNCT
asir-5092	128	14	.	.	PUNCT
asir-5092	129	1	the	the	DET
asir-5092	129	2	logic	logic	NOUN
asir-5092	129	3	and	and	CCONJ
asir-5092	129	4	path	path	NOUN
asir-5092	129	5	of	of	ADP
asir-5092	129	6	the	the	DET
asir-5092	129	7	construction	construction	NOUN
asir-5092	129	8	of	of	ADP
asir-5092	129	9	the	the	DET
asir-5092	129	10	network	network	NOUN
asir-5092	129	11	ideological	ideological	ADJ
asir-5092	129	12	and	and	CCONJ
asir-5092	129	13	political	political	ADJ
asir-5092	129	14	work	work	NOUN
asir-5092	129	15	system	system	NOUN
asir-5092	129	16	in	in	ADP
asir-5092	129	17	colleges	college	NOUN
asir-5092	129	18	and	and	CCONJ
asir-5092	129	19	universities	university	NOUN
asir-5092	129	20	in	in	ADP
asir-5092	129	21	the	the	DET
asir-5092	129	22	new	new	ADJ
asir-5092	129	23	era	era	NOUN
asir-5092	129	24	.	.	PUNCT
asir-5092	130	1	university	university	NOUN
asir-5092	130	2	,	,	PUNCT
asir-5092	130	3	2021(24	2021(24	NUM
asir-5092	130	4	)	)	PUNCT
asir-5092	130	5	,	,	PUNCT
asir-5092	130	6	29	29	NUM
asir-5092	130	7	-	-	SYM
asir-5092	130	8	31	31	NUM
asir-5092	130	9	.	.	PUNCT
asir-5092	131	1	zhu	zhu	PROPN
asir-5092	131	2	hongrun	hongrun	PROPN
asir-5092	131	3	.	.	PUNCT
asir-5092	132	1	(	(	PUNCT
asir-5092	132	2	2019	2019	NUM
asir-5092	132	3	)	)	PUNCT
asir-5092	132	4	.	.	PUNCT
asir-5092	133	1	research	research	NOUN
asir-5092	133	2	on	on	ADP
asir-5092	133	3	the	the	DET
asir-5092	133	4	innovation	innovation	NOUN
asir-5092	133	5	of	of	ADP
asir-5092	133	6	network	network	NOUN
asir-5092	133	7	ideological	ideological	ADJ
asir-5092	133	8	and	and	CCONJ
asir-5092	133	9	political	political	ADJ
asir-5092	133	10	education	education	NOUN
asir-5092	133	11	in	in	ADP
asir-5092	133	12	the	the	DET
asir-5092	133	13	era	era	NOUN
asir-5092	133	14	of	of	ADP
asir-5092	133	15	big	big	ADJ
asir-5092	133	16	data	datum	NOUN
asir-5092	133	17	.	.	PUNCT
asir-5092	134	1	modernization	modernization	NOUN
asir-5092	134	2	of	of	ADP
asir-5092	134	3	education	education	NOUN
asir-5092	134	4	,	,	PUNCT
asir-5092	134	5	6(51	6(51	NOUN
asir-5092	134	6	)	)	PUNCT
asir-5092	134	7	,	,	PUNCT
asir-5092	134	8	37	37	NUM
asir-5092	134	9	-	-	SYM
asir-5092	134	10	39	39	NUM
asir-5092	134	11	.	.	PUNCT