id	sid	tid	token	lemma	pos
assc-56407	1	1	advances	advance	NOUN
assc-56407	1	2	in	in	ADP
assc-56407	1	3	social	social	ADJ
assc-56407	1	4	science	science	NOUN
assc-56407	1	5	and	and	CCONJ
assc-56407	1	6	culture	culture	NOUN
assc-56407	1	7	issn	issn	VERB
assc-56407	1	8	2640	2640	NUM
assc-56407	1	9	-	-	SYM
assc-56407	1	10	9682	9682	NUM
assc-56407	1	11	(	(	PUNCT
assc-56407	1	12	print	print	NOUN
assc-56407	1	13	)	)	PUNCT
assc-56407	1	14	issn	issn	PROPN
assc-56407	1	15	2640	2640	NUM
assc-56407	1	16	-	-	SYM
assc-56407	1	17	9674	9674	NUM
assc-56407	1	18	(	(	PUNCT
assc-56407	1	19	online	online	ADJ
assc-56407	1	20	)	)	PUNCT
assc-56407	1	21	vol	vol	NOUN
assc-56407	1	22	.	.	PROPN
assc-56407	2	1	7	7	NUM
assc-56407	2	2	,	,	PUNCT
assc-56407	2	3	no	no	INTJ
assc-56407	2	4	.	.	NOUN
assc-56407	2	5	4	4	NUM
assc-56407	2	6	,	,	PUNCT
assc-56407	2	7	2025	2025	NUM
assc-56407	2	8	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	PROPN
assc-56407	2	9	127	127	NUM
assc-56407	2	10	original	original	ADJ
assc-56407	2	11	paper	paper	NOUN
assc-56407	2	12	a	a	DET
assc-56407	2	13	study	study	NOUN
assc-56407	2	14	on	on	ADP
assc-56407	2	15	the	the	DET
assc-56407	2	16	job	job	NOUN
assc-56407	2	17	-	-	PUNCT
assc-56407	2	18	person	person	NOUN
assc-56407	2	19	matching	matching	NOUN
assc-56407	2	20	model	model	NOUN
assc-56407	2	21	for	for	ADP
assc-56407	2	22	counselor	counselor	NOUN
assc-56407	2	23	positions	position	NOUN
assc-56407	2	24	in	in	ADP
assc-56407	2	25	private	private	ADJ
assc-56407	2	26	universities	university	NOUN
assc-56407	2	27	based	base	VERB
assc-56407	2	28	on	on	ADP
assc-56407	2	29	the	the	DET
assc-56407	2	30	bp	bp	PROPN
assc-56407	2	31	neural	neural	PROPN
assc-56407	2	32	network	network	PROPN
assc-56407	2	33	linjie	linjie	PROPN
assc-56407	2	34	zhao1	zhao1	PROPN
assc-56407	2	35	&	&	CCONJ
assc-56407	2	36	ke	ke	PROPN
assc-56407	2	37	zhang2	zhang2	PROPN
assc-56407	2	38	1&2	1&2	PROPN
assc-56407	3	1	xi’an	xi’an	PROPN
assc-56407	3	2	fanyi	fanyi	PROPN
assc-56407	3	3	university	university	PROPN
assc-56407	3	4	,	,	PUNCT
assc-56407	3	5	xi'an	xi'an	PROPN
assc-56407	3	6	,	,	PUNCT
assc-56407	3	7	china	china	PROPN
assc-56407	3	8	funding	funding	PROPN
assc-56407	3	9	project	project	PROPN
assc-56407	3	10	xi’an	xi’an	PROPN
assc-56407	3	11	fanyi	fanyi	PROPN
assc-56407	3	12	university	university	PROPN
assc-56407	3	13	2023	2023	NUM
assc-56407	3	14	university	university	NOUN
assc-56407	3	15	-	-	PUNCT
assc-56407	3	16	level	level	NOUN
assc-56407	3	17	scientific	scientific	ADJ
assc-56407	3	18	research	research	NOUN
assc-56407	3	19	project	project	NOUN
assc-56407	3	20	topics	topic	NOUN
assc-56407	3	21	“	"	PUNCT
assc-56407	3	22	acomputer	acomputer	NOUN
assc-56407	3	23	-	-	PUNCT
assc-56407	3	24	based	base	VERB
assc-56407	3	25	job	job	NOUN
assc-56407	3	26	-	-	PUNCT
assc-56407	3	27	person	person	NOUN
assc-56407	3	28	matching	matching	NOUN
assc-56407	3	29	measurement	measurement	NOUN
assc-56407	3	30	model	model	NOUN
assc-56407	3	31	:	:	PUNCT
assc-56407	3	32	a	a	DET
assc-56407	3	33	case	case	NOUN
assc-56407	3	34	study	study	NOUN
assc-56407	3	35	of	of	ADP
assc-56407	3	36	x	x	PROPN
assc-56407	3	37	college	college	NOUN
assc-56407	3	38	”	"	PUNCT
assc-56407	3	39	(	(	PUNCT
assc-56407	3	40	project	project	NOUN
assc-56407	3	41	number	number	NOUN
assc-56407	3	42	:	:	PUNCT
assc-56407	3	43	23b57	23b57	NUM
assc-56407	3	44	)	)	PUNCT
assc-56407	3	45	.	.	PUNCT
assc-56407	4	1	received	receive	VERB
assc-56407	4	2	:	:	PUNCT
assc-56407	4	3	june	june	PROPN
assc-56407	4	4	17	17	NUM
assc-56407	4	5	,	,	PUNCT
assc-56407	4	6	2025	2025	NUM
assc-56407	4	7	accepted	accept	VERB
assc-56407	4	8	:	:	PUNCT
assc-56407	4	9	august	august	PROPN
assc-56407	4	10	09	09	NUM
assc-56407	4	11	,	,	PUNCT
assc-56407	4	12	2025	2025	NUM
assc-56407	4	13	online	online	ADV
assc-56407	4	14	published	publish	VERB
assc-56407	4	15	:	:	PUNCT
assc-56407	4	16	august	august	PROPN
assc-56407	4	17	20	20	NUM
assc-56407	4	18	,	,	PUNCT
assc-56407	4	19	2025	2025	NUM
assc-56407	4	20	doi:10.22158	doi:10.22158	NOUN
assc-56407	4	21	/	/	SYM
assc-56407	4	22	assc.v7n4p127	assc.v7n4p127	PROPN
assc-56407	4	23	url	url	PROPN
assc-56407	4	24	:	:	PUNCT
assc-56407	4	25	http://dx.doi.org/10.22158/assc.v7n4p127	http://dx.doi.org/10.22158/assc.v7n4p127	NOUN
assc-56407	4	26	abstract	abstract	ADJ
assc-56407	4	27	with	with	ADP
assc-56407	4	28	the	the	DET
assc-56407	4	29	popularization	popularization	NOUN
assc-56407	4	30	of	of	ADP
assc-56407	4	31	higher	high	ADJ
assc-56407	4	32	education	education	NOUN
assc-56407	4	33	,	,	PUNCT
assc-56407	4	34	the	the	DET
assc-56407	4	35	demand	demand	NOUN
assc-56407	4	36	for	for	ADP
assc-56407	4	37	counselor	counselor	NOUN
assc-56407	4	38	positions	position	NOUN
assc-56407	4	39	in	in	ADP
assc-56407	4	40	private	private	ADJ
assc-56407	4	41	universities	university	NOUN
assc-56407	4	42	has	have	AUX
assc-56407	4	43	been	be	AUX
assc-56407	4	44	growing	grow	VERB
assc-56407	4	45	steadily	steadily	ADV
assc-56407	4	46	.	.	PUNCT
assc-56407	5	1	however	however	ADV
assc-56407	5	2	,	,	PUNCT
assc-56407	5	3	current	current	ADJ
assc-56407	5	4	job	job	NOUN
assc-56407	5	5	-	-	PUNCT
assc-56407	5	6	person	person	NOUN
assc-56407	5	7	matching	matching	NOUN
assc-56407	5	8	products	product	NOUN
assc-56407	5	9	on	on	ADP
assc-56407	5	10	the	the	DET
assc-56407	5	11	market	market	NOUN
assc-56407	5	12	struggle	struggle	NOUN
assc-56407	5	13	to	to	PART
assc-56407	5	14	meet	meet	VERB
assc-56407	5	15	the	the	DET
assc-56407	5	16	actual	actual	ADJ
assc-56407	5	17	needs	need	NOUN
assc-56407	5	18	of	of	ADP
assc-56407	5	19	this	this	DET
assc-56407	5	20	position	position	NOUN
assc-56407	5	21	.	.	PUNCT
assc-56407	6	1	this	this	DET
assc-56407	6	2	study	study	NOUN
assc-56407	6	3	focuses	focus	VERB
assc-56407	6	4	on	on	ADP
assc-56407	6	5	counselor	counselor	NOUN
assc-56407	6	6	positions	position	NOUN
assc-56407	6	7	in	in	ADP
assc-56407	6	8	private	private	ADJ
assc-56407	6	9	universities	university	NOUN
assc-56407	6	10	and	and	CCONJ
assc-56407	6	11	constructs	construct	VERB
assc-56407	6	12	a	a	DET
assc-56407	6	13	job	job	NOUN
assc-56407	6	14	-	-	PUNCT
assc-56407	6	15	person	person	NOUN
assc-56407	6	16	matching	matching	NOUN
assc-56407	6	17	model	model	NOUN
assc-56407	6	18	based	base	VERB
assc-56407	6	19	on	on	ADP
assc-56407	6	20	the	the	DET
assc-56407	6	21	bp	bp	PROPN
assc-56407	6	22	neural	neural	ADJ
assc-56407	6	23	network	network	NOUN
assc-56407	6	24	algorithm	algorithm	NOUN
assc-56407	6	25	,	,	PUNCT
assc-56407	6	26	aiming	aim	VERB
assc-56407	6	27	to	to	PART
assc-56407	6	28	improve	improve	VERB
assc-56407	6	29	the	the	DET
assc-56407	6	30	accuracy	accuracy	NOUN
assc-56407	6	31	and	and	CCONJ
assc-56407	6	32	efficiency	efficiency	NOUN
assc-56407	6	33	of	of	ADP
assc-56407	6	34	counselor	counselor	NOUN
assc-56407	6	35	recruitment	recruitment	NOUN
assc-56407	6	36	.	.	PUNCT
assc-56407	7	1	by	by	ADP
assc-56407	7	2	collecting	collect	VERB
assc-56407	7	3	and	and	CCONJ
assc-56407	7	4	analyzing	analyze	VERB
assc-56407	7	5	counselor	counselor	NOUN
assc-56407	7	6	competency	competency	NOUN
assc-56407	7	7	feature	feature	NOUN
assc-56407	7	8	data	datum	NOUN
assc-56407	7	9	,	,	PUNCT
assc-56407	7	10	the	the	DET
assc-56407	7	11	bp	bp	PROPN
assc-56407	7	12	neural	neural	PROPN
assc-56407	7	13	network	network	NOUN
assc-56407	7	14	model	model	NOUN
assc-56407	7	15	was	be	AUX
assc-56407	7	16	trained	train	VERB
assc-56407	7	17	and	and	CCONJ
assc-56407	7	18	tested	test	VERB
assc-56407	7	19	,	,	PUNCT
assc-56407	7	20	verifying	verify	VERB
assc-56407	7	21	its	its	PRON
assc-56407	7	22	feasibility	feasibility	NOUN
assc-56407	7	23	and	and	CCONJ
assc-56407	7	24	effectiveness	effectiveness	NOUN
assc-56407	7	25	.	.	PUNCT
assc-56407	8	1	this	this	DET
assc-56407	8	2	study	study	NOUN
assc-56407	8	3	provides	provide	VERB
assc-56407	8	4	a	a	DET
assc-56407	8	5	scientific	scientific	ADJ
assc-56407	8	6	basis	basis	NOUN
assc-56407	8	7	for	for	ADP
assc-56407	8	8	counselor	counselor	NOUN
assc-56407	8	9	recruitment	recruitment	NOUN
assc-56407	8	10	in	in	ADP
assc-56407	8	11	private	private	ADJ
assc-56407	8	12	universities	university	NOUN
assc-56407	8	13	,	,	PUNCT
assc-56407	8	14	helping	help	VERB
assc-56407	8	15	to	to	PART
assc-56407	8	16	optimize	optimize	VERB
assc-56407	8	17	the	the	DET
assc-56407	8	18	structure	structure	NOUN
assc-56407	8	19	of	of	ADP
assc-56407	8	20	the	the	DET
assc-56407	8	21	counselor	counselor	NOUN
assc-56407	8	22	team	team	NOUN
assc-56407	8	23	and	and	CCONJ
assc-56407	8	24	enhance	enhance	VERB
assc-56407	8	25	the	the	DET
assc-56407	8	26	work	work	NOUN
assc-56407	8	27	efficiency	efficiency	NOUN
assc-56407	8	28	of	of	ADP
assc-56407	8	29	counselors	counselor	NOUN
assc-56407	8	30	.	.	PUNCT
assc-56407	9	1	keywords	keyword	NOUN
assc-56407	9	2	bp	bp	PROPN
assc-56407	9	3	neural	neural	ADJ
assc-56407	9	4	network	network	NOUN
assc-56407	9	5	,	,	PUNCT
assc-56407	9	6	private	private	ADJ
assc-56407	9	7	universities	university	NOUN
assc-56407	9	8	,	,	PUNCT
assc-56407	9	9	counselor	counselor	NOUN
assc-56407	9	10	positions	position	NOUN
assc-56407	9	11	,	,	PUNCT
assc-56407	9	12	job	job	NOUN
assc-56407	9	13	-	-	PUNCT
assc-56407	9	14	person	person	NOUN
assc-56407	9	15	matching	matching	NOUN
assc-56407	9	16	model	model	NOUN
assc-56407	9	17	1	1	NUM
assc-56407	9	18	.	.	PUNCT
assc-56407	9	19	introduction	introduction	NOUN
assc-56407	9	20	in	in	ADP
assc-56407	9	21	human	human	ADJ
assc-56407	9	22	resource	resource	NOUN
assc-56407	9	23	systems	system	NOUN
assc-56407	9	24	,	,	PUNCT
assc-56407	9	25	job	job	NOUN
assc-56407	9	26	-	-	PUNCT
assc-56407	9	27	person	person	NOUN
assc-56407	9	28	matching	matching	NOUN
assc-56407	9	29	occupies	occupy	VERB
assc-56407	9	30	an	an	DET
assc-56407	9	31	irreplaceable	irreplaceable	ADJ
assc-56407	9	32	and	and	CCONJ
assc-56407	9	33	important	important	ADJ
assc-56407	9	34	position	position	NOUN
assc-56407	9	35	.	.	PUNCT
assc-56407	10	1	with	with	ADP
assc-56407	10	2	the	the	DET
assc-56407	10	3	state	state	NOUN
assc-56407	10	4	's	's	PART
assc-56407	10	5	great	great	ADJ
assc-56407	10	6	emphasis	emphasis	NOUN
assc-56407	10	7	on	on	ADP
assc-56407	10	8	higher	high	ADJ
assc-56407	10	9	education	education	NOUN
assc-56407	10	10	,	,	PUNCT
assc-56407	10	11	private	private	ADJ
assc-56407	10	12	universities	university	NOUN
assc-56407	10	13	have	have	AUX
assc-56407	10	14	played	play	VERB
assc-56407	10	15	a	a	DET
assc-56407	10	16	key	key	ADJ
assc-56407	10	17	role	role	NOUN
assc-56407	10	18	in	in	ADP
assc-56407	10	19	cultivating	cultivate	VERB
assc-56407	10	20	urgently	urgently	ADV
assc-56407	10	21	needed	need	VERB
assc-56407	10	22	talent	talent	NOUN
assc-56407	10	23	,	,	PUNCT
assc-56407	10	24	promoting	promote	VERB
assc-56407	10	25	the	the	DET
assc-56407	10	26	popularization	popularization	NOUN
assc-56407	10	27	of	of	ADP
assc-56407	10	28	higher	high	ADJ
assc-56407	10	29	education	education	NOUN
assc-56407	10	30	,	,	PUNCT
assc-56407	10	31	and	and	CCONJ
assc-56407	10	32	advancing	advance	VERB
assc-56407	10	33	educational	educational	ADJ
assc-56407	10	34	system	system	NOUN
assc-56407	10	35	reform	reform	NOUN
assc-56407	10	36	,	,	PUNCT
assc-56407	10	37	resulting	result	VERB
assc-56407	10	38	in	in	ADP
assc-56407	10	39	a	a	DET
assc-56407	10	40	significant	significant	ADJ
assc-56407	10	41	increase	increase	NOUN
assc-56407	10	42	in	in	ADP
assc-56407	10	43	their	their	PRON
assc-56407	10	44	development	development	NOUN
assc-56407	10	45	speed	speed	NOUN
assc-56407	10	46	.	.	PUNCT
assc-56407	11	1	however	however	ADV
assc-56407	11	2	,	,	PUNCT
assc-56407	11	3	as	as	SCONJ
assc-56407	11	4	private	private	ADJ
assc-56407	11	5	universities	university	NOUN
assc-56407	11	6	expand	expand	VERB
assc-56407	11	7	in	in	ADP
assc-56407	11	8	scale	scale	NOUN
assc-56407	11	9	,	,	PUNCT
assc-56407	11	10	issues	issue	NOUN
assc-56407	11	11	related	relate	VERB
assc-56407	11	12	to	to	ADP
assc-56407	11	13	job	job	NOUN
assc-56407	11	14	-	-	PUNCT
assc-56407	11	15	person	person	NOUN
assc-56407	11	16	matching	match	VERB
assc-56407	11	17	for	for	ADP
assc-56407	11	18	counselor	counselor	NOUN
assc-56407	11	19	positions	position	NOUN
assc-56407	11	20	have	have	VERB
assc-56407	11	21	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	PROPN
assc-56407	11	22	advances	advance	NOUN
assc-56407	11	23	in	in	ADP
assc-56407	11	24	social	social	ADJ
assc-56407	11	25	science	science	NOUN
assc-56407	11	26	and	and	CCONJ
assc-56407	11	27	culture	culture	NOUN
assc-56407	11	28	vol	vol	NOUN
assc-56407	11	29	.	.	PROPN
assc-56407	11	30	7	7	NUM
assc-56407	12	1	no	no	NOUN
assc-56407	12	2	.	.	NOUN
assc-56407	12	3	4	4	NUM
assc-56407	12	4	,	,	PUNCT
assc-56407	12	5	2025	2025	NUM
assc-56407	12	6	published	publish	VERB
assc-56407	12	7	by	by	ADP
assc-56407	12	8	scholink	scholink	PROPN
assc-56407	12	9	inc	inc	PROPN
assc-56407	12	10	.	.	PROPN
assc-56407	12	11	128	128	NUM
assc-56407	12	12	become	become	VERB
assc-56407	12	13	increasingly	increasingly	ADV
assc-56407	12	14	prominent	prominent	ADJ
assc-56407	12	15	.	.	PUNCT
assc-56407	13	1	currently	currently	ADV
assc-56407	13	2	,	,	PUNCT
assc-56407	13	3	counselor	counselor	NOUN
assc-56407	13	4	teams	team	NOUN
assc-56407	13	5	in	in	ADP
assc-56407	13	6	private	private	ADJ
assc-56407	13	7	universities	university	NOUN
assc-56407	13	8	generally	generally	ADV
assc-56407	13	9	face	face	VERB
assc-56407	13	10	challenges	challenge	NOUN
assc-56407	13	11	such	such	ADJ
assc-56407	13	12	as	as	ADP
assc-56407	13	13	insufficient	insufficient	ADJ
assc-56407	13	14	qualifications	qualification	NOUN
assc-56407	13	15	,	,	PUNCT
assc-56407	13	16	lacking	lack	VERB
assc-56407	13	17	professional	professional	ADJ
assc-56407	13	18	competence	competence	NOUN
assc-56407	13	19	,	,	PUNCT
assc-56407	13	20	and	and	CCONJ
assc-56407	13	21	unreasonable	unreasonable	ADJ
assc-56407	13	22	job	job	NOUN
assc-56407	13	23	allocation	allocation	NOUN
assc-56407	13	24	,	,	PUNCT
assc-56407	13	25	leading	lead	VERB
assc-56407	13	26	to	to	ADP
assc-56407	13	27	low	low	ADJ
assc-56407	13	28	work	work	NOUN
assc-56407	13	29	efficiency	efficiency	NOUN
assc-56407	13	30	and	and	CCONJ
assc-56407	13	31	adversely	adversely	ADV
assc-56407	13	32	affecting	affect	VERB
assc-56407	13	33	the	the	DET
assc-56407	13	34	effectiveness	effectiveness	NOUN
assc-56407	13	35	of	of	ADP
assc-56407	13	36	student	student	NOUN
assc-56407	13	37	ideological	ideological	ADJ
assc-56407	13	38	and	and	CCONJ
assc-56407	13	39	political	political	ADJ
assc-56407	13	40	education	education	NOUN
assc-56407	13	41	and	and	CCONJ
assc-56407	13	42	daily	daily	ADJ
assc-56407	13	43	management	management	NOUN
assc-56407	13	44	.	.	PUNCT
assc-56407	14	1	adhering	adhere	VERB
assc-56407	14	2	to	to	ADP
assc-56407	14	3	the	the	DET
assc-56407	14	4	principle	principle	NOUN
assc-56407	14	5	of	of	ADP
assc-56407	14	6	“	"	PUNCT
assc-56407	14	7	the	the	DET
assc-56407	14	8	right	right	ADJ
assc-56407	14	9	person	person	NOUN
assc-56407	14	10	for	for	ADP
assc-56407	14	11	the	the	DET
assc-56407	14	12	right	right	ADJ
assc-56407	14	13	job	job	NOUN
assc-56407	14	14	”	"	PUNCT
assc-56407	14	15	,	,	PUNCT
assc-56407	14	16	constructing	construct	VERB
assc-56407	14	17	a	a	DET
assc-56407	14	18	scientific	scientific	ADJ
assc-56407	14	19	job	job	NOUN
assc-56407	14	20	-	-	PUNCT
assc-56407	14	21	person	person	NOUN
assc-56407	14	22	matching	matching	NOUN
assc-56407	14	23	model	model	NOUN
assc-56407	14	24	has	have	AUX
assc-56407	14	25	become	become	VERB
assc-56407	14	26	a	a	DET
assc-56407	14	27	core	core	NOUN
assc-56407	14	28	task	task	NOUN
assc-56407	14	29	for	for	ADP
assc-56407	14	30	enhancing	enhance	VERB
assc-56407	14	31	the	the	DET
assc-56407	14	32	efficiency	efficiency	NOUN
assc-56407	14	33	of	of	ADP
assc-56407	14	34	human	human	ADJ
assc-56407	14	35	resource	resource	NOUN
assc-56407	14	36	management	management	NOUN
assc-56407	14	37	in	in	ADP
assc-56407	14	38	private	private	ADJ
assc-56407	14	39	universities	university	NOUN
assc-56407	14	40	.	.	PUNCT
assc-56407	15	1	traditional	traditional	ADJ
assc-56407	15	2	job	job	NOUN
assc-56407	15	3	-	-	PUNCT
assc-56407	15	4	person	person	NOUN
assc-56407	15	5	matching	matching	NOUN
assc-56407	15	6	calculation	calculation	NOUN
assc-56407	15	7	methods	method	NOUN
assc-56407	15	8	primarily	primarily	ADV
assc-56407	15	9	rely	rely	VERB
assc-56407	15	10	on	on	ADP
assc-56407	15	11	the	the	DET
assc-56407	15	12	fuzzy	fuzzy	ADJ
assc-56407	15	13	comprehensive	comprehensive	ADJ
assc-56407	15	14	evaluation	evaluation	NOUN
assc-56407	15	15	method	method	NOUN
assc-56407	15	16	and	and	CCONJ
assc-56407	15	17	the	the	DET
assc-56407	15	18	analytic	analytic	ADJ
assc-56407	15	19	hierarchy	hierarchy	NOUN
assc-56407	15	20	process	process	NOUN
assc-56407	15	21	(	(	PUNCT
assc-56407	15	22	ahp	ahp	NOUN
assc-56407	15	23	)	)	PUNCT
assc-56407	15	24	.	.	PUNCT
assc-56407	16	1	while	while	SCONJ
assc-56407	16	2	ahp	ahp	PROPN
assc-56407	16	3	is	be	AUX
assc-56407	16	4	simple	simple	ADJ
assc-56407	16	5	to	to	PART
assc-56407	16	6	operate	operate	VERB
assc-56407	16	7	and	and	CCONJ
assc-56407	16	8	has	have	VERB
assc-56407	16	9	strong	strong	ADJ
assc-56407	16	10	explanatory	explanatory	ADJ
assc-56407	16	11	power	power	NOUN
assc-56407	16	12	,	,	PUNCT
assc-56407	16	13	the	the	DET
assc-56407	16	14	subjective	subjective	ADJ
assc-56407	16	15	weighting	weighting	NOUN
assc-56407	16	16	assigned	assign	VERB
assc-56407	16	17	by	by	ADP
assc-56407	16	18	experts	expert	NOUN
assc-56407	16	19	is	be	AUX
assc-56407	16	20	easily	easily	ADV
assc-56407	16	21	influenced	influence	VERB
assc-56407	16	22	by	by	ADP
assc-56407	16	23	their	their	PRON
assc-56407	16	24	experience	experience	NOUN
assc-56407	16	25	,	,	PUNCT
assc-56407	16	26	and	and	CCONJ
assc-56407	16	27	the	the	DET
assc-56407	16	28	evaluation	evaluation	NOUN
assc-56407	16	29	process	process	NOUN
assc-56407	16	30	is	be	AUX
assc-56407	16	31	cumbersome	cumbersome	ADJ
assc-56407	16	32	.	.	PUNCT
assc-56407	17	1	the	the	DET
assc-56407	17	2	fuzzy	fuzzy	ADJ
assc-56407	17	3	comprehensive	comprehensive	ADJ
assc-56407	17	4	evaluation	evaluation	NOUN
assc-56407	17	5	method	method	NOUN
assc-56407	17	6	faces	face	VERB
assc-56407	17	7	challenges	challenge	NOUN
assc-56407	17	8	such	such	ADJ
assc-56407	17	9	as	as	ADP
assc-56407	17	10	difficulties	difficulty	NOUN
assc-56407	17	11	in	in	ADP
assc-56407	17	12	constructing	construct	VERB
assc-56407	17	13	membership	membership	NOUN
assc-56407	17	14	functions	function	NOUN
assc-56407	17	15	and	and	CCONJ
assc-56407	17	16	information	information	NOUN
assc-56407	17	17	loss	loss	NOUN
assc-56407	17	18	when	when	SCONJ
assc-56407	17	19	handling	handle	VERB
assc-56407	17	20	non	non	ADJ
assc-56407	17	21	-	-	ADJ
assc-56407	17	22	linear	linear	ADJ
assc-56407	17	23	relationships	relationship	NOUN
assc-56407	17	24	among	among	ADP
assc-56407	17	25	multiple	multiple	ADJ
assc-56407	17	26	indicators	indicator	NOUN
assc-56407	17	27	.	.	PUNCT
assc-56407	18	1	for	for	ADP
assc-56407	18	2	example	example	NOUN
assc-56407	18	3	,	,	PUNCT
assc-56407	18	4	when	when	SCONJ
assc-56407	18	5	a	a	DET
assc-56407	18	6	private	private	ADJ
assc-56407	18	7	university	university	NOUN
assc-56407	18	8	used	use	VERB
assc-56407	18	9	the	the	DET
assc-56407	18	10	ahp	ahp	NOUN
assc-56407	18	11	method	method	NOUN
assc-56407	18	12	to	to	PART
assc-56407	18	13	match	match	VERB
assc-56407	18	14	counselor	counselor	NOUN
assc-56407	18	15	positions	position	NOUN
assc-56407	18	16	,	,	PUNCT
assc-56407	18	17	differences	difference	NOUN
assc-56407	18	18	in	in	ADP
assc-56407	18	19	experts	expert	NOUN
assc-56407	18	20	'	'	PART
assc-56407	18	21	weighting	weighting	NOUN
assc-56407	18	22	of	of	ADP
assc-56407	18	23	the	the	DET
assc-56407	18	24	“	"	PUNCT
assc-56407	18	25	communication	communication	NOUN
assc-56407	18	26	skills	skill	NOUN
assc-56407	18	27	”	"	PUNCT
assc-56407	18	28	indicator	indicator	NOUN
assc-56407	18	29	led	lead	VERB
assc-56407	18	30	to	to	ADP
assc-56407	18	31	a	a	DET
assc-56407	18	32	23	23	NUM
assc-56407	18	33	%	%	NOUN
assc-56407	18	34	deviation	deviation	NOUN
assc-56407	18	35	between	between	ADP
assc-56407	18	36	the	the	DET
assc-56407	18	37	matching	matching	NOUN
assc-56407	18	38	results	result	NOUN
assc-56407	18	39	and	and	CCONJ
assc-56407	18	40	actual	actual	ADJ
assc-56407	18	41	job	job	NOUN
assc-56407	18	42	performance	performance	NOUN
assc-56407	18	43	.	.	PUNCT
assc-56407	19	1	therefore	therefore	ADV
assc-56407	19	2	,	,	PUNCT
assc-56407	19	3	there	there	PRON
assc-56407	19	4	is	be	VERB
assc-56407	19	5	an	an	DET
assc-56407	19	6	urgent	urgent	ADJ
assc-56407	19	7	practical	practical	ADJ
assc-56407	19	8	need	need	NOUN
assc-56407	19	9	to	to	PART
assc-56407	19	10	develop	develop	VERB
assc-56407	19	11	a	a	DET
assc-56407	19	12	model	model	NOUN
assc-56407	19	13	that	that	PRON
assc-56407	19	14	can	can	AUX
assc-56407	19	15	objectively	objectively	ADV
assc-56407	19	16	,	,	PUNCT
assc-56407	19	17	comprehensively	comprehensively	ADV
assc-56407	19	18	,	,	PUNCT
assc-56407	19	19	and	and	CCONJ
assc-56407	19	20	dynamically	dynamically	ADV
assc-56407	19	21	assess	assess	VERB
assc-56407	19	22	the	the	DET
assc-56407	19	23	degree	degree	NOUN
assc-56407	19	24	of	of	ADP
assc-56407	19	25	job	job	NOUN
assc-56407	19	26	-	-	PUNCT
assc-56407	19	27	person	person	NOUN
assc-56407	19	28	matching	matching	NOUN
assc-56407	19	29	.	.	PUNCT
assc-56407	20	1	the	the	DET
assc-56407	20	2	back	back	ADJ
assc-56407	20	3	propagation	propagation	NOUN
assc-56407	20	4	(	(	PUNCT
assc-56407	20	5	bp	bp	PROPN
assc-56407	20	6	)	)	PUNCT
assc-56407	20	7	neural	neural	ADJ
assc-56407	20	8	network	network	NOUN
assc-56407	20	9	,	,	PUNCT
assc-56407	20	10	as	as	ADP
assc-56407	20	11	a	a	DET
assc-56407	20	12	computational	computational	ADJ
assc-56407	20	13	model	model	NOUN
assc-56407	20	14	simulating	simulate	VERB
assc-56407	20	15	the	the	DET
assc-56407	20	16	structure	structure	NOUN
assc-56407	20	17	of	of	ADP
assc-56407	20	18	human	human	ADJ
assc-56407	20	19	brain	brain	NOUN
assc-56407	20	20	neurons	neuron	NOUN
assc-56407	20	21	,	,	PUNCT
assc-56407	20	22	possesses	possess	VERB
assc-56407	20	23	strong	strong	ADJ
assc-56407	20	24	self	self	NOUN
assc-56407	20	25	-	-	PUNCT
assc-56407	20	26	learning	learning	NOUN
assc-56407	20	27	,	,	PUNCT
assc-56407	20	28	self	self	NOUN
assc-56407	20	29	-	-	PUNCT
assc-56407	20	30	organizing	organize	VERB
assc-56407	20	31	,	,	PUNCT
assc-56407	20	32	and	and	CCONJ
assc-56407	20	33	generalization	generalization	NOUN
assc-56407	20	34	capabilities	capability	NOUN
assc-56407	20	35	.	.	PUNCT
assc-56407	21	1	it	it	PRON
assc-56407	21	2	optimizes	optimize	VERB
assc-56407	21	3	the	the	DET
assc-56407	21	4	objective	objective	ADJ
assc-56407	21	5	function	function	NOUN
assc-56407	21	6	through	through	ADP
assc-56407	21	7	gradient	gradient	ADJ
assc-56407	21	8	descent	descent	NOUN
assc-56407	21	9	,	,	PUNCT
assc-56407	21	10	automatically	automatically	ADV
assc-56407	21	11	inducts	induct	VERB
assc-56407	21	12	patterns	pattern	NOUN
assc-56407	21	13	from	from	ADP
assc-56407	21	14	training	training	NOUN
assc-56407	21	15	data	datum	NOUN
assc-56407	21	16	,	,	PUNCT
assc-56407	21	17	and	and	CCONJ
assc-56407	21	18	adjusts	adjust	VERB
assc-56407	21	19	network	network	NOUN
assc-56407	21	20	weights	weight	NOUN
assc-56407	21	21	via	via	ADP
assc-56407	21	22	backpropagation	backpropagation	NOUN
assc-56407	21	23	until	until	SCONJ
assc-56407	21	24	the	the	DET
assc-56407	21	25	output	output	NOUN
assc-56407	21	26	meets	meet	VERB
assc-56407	21	27	error	error	NOUN
assc-56407	21	28	requirements	requirement	NOUN
assc-56407	21	29	.	.	PUNCT
assc-56407	22	1	for	for	ADP
assc-56407	22	2	example	example	NOUN
assc-56407	22	3	,	,	PUNCT
assc-56407	22	4	in	in	ADP
assc-56407	22	5	a	a	DET
assc-56407	22	6	study	study	NOUN
assc-56407	22	7	on	on	ADP
assc-56407	22	8	the	the	DET
assc-56407	22	9	job	job	NOUN
assc-56407	22	10	-	-	PUNCT
assc-56407	22	11	person	person	NOUN
assc-56407	22	12	fit	fit	NOUN
assc-56407	22	13	of	of	ADP
assc-56407	22	14	air	air	NOUN
assc-56407	22	15	traffic	traffic	NOUN
assc-56407	22	16	controllers	controller	NOUN
assc-56407	22	17	,	,	PUNCT
assc-56407	22	18	the	the	DET
assc-56407	22	19	bp	bp	PROPN
assc-56407	22	20	neural	neural	PROPN
assc-56407	22	21	network	network	PROPN
assc-56407	22	22	model	model	NOUN
assc-56407	22	23	improved	improve	VERB
assc-56407	22	24	matching	matching	NOUN
assc-56407	22	25	accuracy	accuracy	NOUN
assc-56407	22	26	by	by	ADP
assc-56407	22	27	18	18	NUM
assc-56407	22	28	%	%	NOUN
assc-56407	22	29	and	and	CCONJ
assc-56407	22	30	reduced	reduce	VERB
assc-56407	22	31	misjudgment	misjudgment	NOUN
assc-56407	22	32	rates	rate	NOUN
assc-56407	22	33	by	by	ADP
assc-56407	22	34	12	12	NUM
assc-56407	22	35	%	%	NOUN
assc-56407	22	36	compared	compare	VERB
assc-56407	22	37	to	to	ADP
assc-56407	22	38	traditional	traditional	ADJ
assc-56407	22	39	methods	method	NOUN
assc-56407	22	40	.	.	PUNCT
assc-56407	23	1	its	its	PRON
assc-56407	23	2	intelligence	intelligence	NOUN
assc-56407	23	3	,	,	PUNCT
assc-56407	23	4	adaptability	adaptability	NOUN
assc-56407	23	5	,	,	PUNCT
assc-56407	23	6	and	and	CCONJ
assc-56407	23	7	self	self	NOUN
assc-56407	23	8	-	-	PUNCT
assc-56407	23	9	learning	learn	VERB
assc-56407	23	10	capabilities	capability	NOUN
assc-56407	23	11	have	have	AUX
assc-56407	23	12	led	lead	VERB
assc-56407	23	13	to	to	ADP
assc-56407	23	14	its	its	PRON
assc-56407	23	15	widespread	widespread	ADJ
assc-56407	23	16	application	application	NOUN
assc-56407	23	17	in	in	ADP
assc-56407	23	18	the	the	DET
assc-56407	23	19	field	field	NOUN
assc-56407	23	20	of	of	ADP
assc-56407	23	21	management	management	NOUN
assc-56407	23	22	evaluation	evaluation	NOUN
assc-56407	23	23	.	.	PUNCT
assc-56407	24	1	in	in	ADP
assc-56407	24	2	recent	recent	ADJ
assc-56407	24	3	years	year	NOUN
assc-56407	24	4	,	,	PUNCT
assc-56407	24	5	scholars	scholar	NOUN
assc-56407	24	6	have	have	AUX
assc-56407	24	7	conducted	conduct	VERB
assc-56407	24	8	in	in	ADP
assc-56407	24	9	-	-	PUNCT
assc-56407	24	10	depth	depth	NOUN
assc-56407	24	11	research	research	NOUN
assc-56407	24	12	on	on	ADP
assc-56407	24	13	the	the	DET
assc-56407	24	14	job	job	NOUN
assc-56407	24	15	responsibilities	responsibility	NOUN
assc-56407	24	16	,	,	PUNCT
assc-56407	24	17	competency	competency	NOUN
assc-56407	24	18	characteristics	characteristic	NOUN
assc-56407	24	19	,	,	PUNCT
assc-56407	24	20	and	and	CCONJ
assc-56407	24	21	career	career	NOUN
assc-56407	24	22	development	development	NOUN
assc-56407	24	23	of	of	ADP
assc-56407	24	24	counselors	counselor	NOUN
assc-56407	24	25	in	in	ADP
assc-56407	24	26	private	private	ADJ
assc-56407	24	27	universities	university	NOUN
assc-56407	24	28	.	.	PUNCT
assc-56407	25	1	for	for	ADP
assc-56407	25	2	example	example	NOUN
assc-56407	25	3	,	,	PUNCT
assc-56407	25	4	yuan	yuan	NOUN
assc-56407	25	5	airong	airong	PROPN
assc-56407	25	6	et	et	PROPN
assc-56407	25	7	al	al	PROPN
assc-56407	25	8	.	.	PROPN
assc-56407	25	9	proposed	propose	VERB
assc-56407	25	10	applying	apply	VERB
assc-56407	25	11	the	the	DET
assc-56407	25	12	person	person	NOUN
assc-56407	25	13	-	-	PUNCT
assc-56407	25	14	job	job	NOUN
assc-56407	25	15	matching	matching	NOUN
assc-56407	25	16	theory	theory	NOUN
assc-56407	25	17	to	to	ADP
assc-56407	25	18	counselor	counselor	NOUN
assc-56407	25	19	selection	selection	NOUN
assc-56407	25	20	and	and	CCONJ
assc-56407	25	21	hiring	hiring	NOUN
assc-56407	25	22	,	,	PUNCT
assc-56407	25	23	constructing	construct	VERB
assc-56407	25	24	an	an	DET
assc-56407	25	25	evaluation	evaluation	NOUN
assc-56407	25	26	system	system	NOUN
assc-56407	25	27	using	use	VERB
assc-56407	25	28	the	the	DET
assc-56407	25	29	holland	holland	PROPN
assc-56407	25	30	occupational	occupational	PROPN
assc-56407	25	31	interest	interest	PROPN
assc-56407	25	32	test	test	NOUN
assc-56407	25	33	and	and	CCONJ
assc-56407	25	34	the	the	DET
assc-56407	25	35	mbti	mbti	PROPN
assc-56407	25	36	test	test	NOUN
assc-56407	25	37	;	;	PUNCT
assc-56407	25	38	jiao	jiao	PROPN
assc-56407	25	39	hejun	hejun	PROPN
assc-56407	25	40	et	et	PROPN
assc-56407	25	41	al	al	PROPN
assc-56407	25	42	.	.	PROPN
assc-56407	25	43	achieved	achieve	VERB
assc-56407	25	44	precise	precise	ADJ
assc-56407	25	45	matching	matching	NOUN
assc-56407	25	46	of	of	ADP
assc-56407	25	47	counselor	counselor	NOUN
assc-56407	25	48	positions	position	NOUN
assc-56407	25	49	in	in	ADP
assc-56407	25	50	higher	high	ADJ
assc-56407	25	51	education	education	NOUN
assc-56407	25	52	institutions	institution	NOUN
assc-56407	25	53	using	use	VERB
assc-56407	25	54	a	a	DET
assc-56407	25	55	bp	bp	PROPN
assc-56407	25	56	neural	neural	ADJ
assc-56407	25	57	network	network	NOUN
assc-56407	25	58	,	,	PUNCT
assc-56407	25	59	with	with	ADP
assc-56407	25	60	a	a	DET
assc-56407	25	61	matching	match	VERB
assc-56407	25	62	accuracy	accuracy	NOUN
assc-56407	25	63	rate	rate	NOUN
assc-56407	25	64	of	of	ADP
assc-56407	25	65	89	89	NUM
assc-56407	25	66	%	%	NOUN
assc-56407	25	67	.	.	PUNCT
assc-56407	26	1	however	however	ADV
assc-56407	26	2	,	,	PUNCT
assc-56407	26	3	existing	exist	VERB
assc-56407	26	4	research	research	NOUN
assc-56407	26	5	has	have	AUX
assc-56407	26	6	primarily	primarily	ADV
assc-56407	26	7	focused	focus	VERB
assc-56407	26	8	on	on	ADP
assc-56407	26	9	theoretical	theoretical	ADJ
assc-56407	26	10	framework	framework	NOUN
assc-56407	26	11	construction	construction	NOUN
assc-56407	26	12	or	or	CCONJ
assc-56407	26	13	the	the	DET
assc-56407	26	14	application	application	NOUN
assc-56407	26	15	of	of	ADP
assc-56407	26	16	single	single	ADJ
assc-56407	26	17	algorithms	algorithm	NOUN
assc-56407	26	18	,	,	PUNCT
assc-56407	26	19	lacking	lack	VERB
assc-56407	26	20	systematic	systematic	ADJ
assc-56407	26	21	consideration	consideration	NOUN
assc-56407	26	22	of	of	ADP
assc-56407	26	23	the	the	DET
assc-56407	26	24	unique	unique	ADJ
assc-56407	26	25	characteristics	characteristic	NOUN
assc-56407	26	26	of	of	ADP
assc-56407	26	27	private	private	ADJ
assc-56407	26	28	universities	university	NOUN
assc-56407	26	29	,	,	PUNCT
assc-56407	26	30	and	and	CCONJ
assc-56407	26	31	has	have	VERB
assc-56407	26	32	yet	yet	ADV
assc-56407	26	33	to	to	PART
assc-56407	26	34	form	form	VERB
assc-56407	26	35	a	a	DET
assc-56407	26	36	complete	complete	ADJ
assc-56407	26	37	theoretical	theoretical	ADJ
assc-56407	26	38	framework	framework	NOUN
assc-56407	26	39	and	and	CCONJ
assc-56407	26	40	operational	operational	ADJ
assc-56407	26	41	methods	method	NOUN
assc-56407	26	42	.	.	PUNCT
assc-56407	27	1	this	this	DET
assc-56407	27	2	paper	paper	NOUN
assc-56407	27	3	proposes	propose	VERB
assc-56407	27	4	a	a	DET
assc-56407	27	5	person	person	NOUN
assc-56407	27	6	-	-	PUNCT
assc-56407	27	7	position	position	NOUN
assc-56407	27	8	matching	matching	NOUN
assc-56407	27	9	model	model	NOUN
assc-56407	27	10	for	for	ADP
assc-56407	27	11	counselor	counselor	NOUN
assc-56407	27	12	positions	position	NOUN
assc-56407	27	13	in	in	ADP
assc-56407	27	14	private	private	ADJ
assc-56407	27	15	universities	university	NOUN
assc-56407	27	16	based	base	VERB
assc-56407	27	17	on	on	ADP
assc-56407	27	18	the	the	DET
assc-56407	27	19	advantages	advantage	NOUN
assc-56407	27	20	of	of	ADP
assc-56407	27	21	the	the	DET
assc-56407	27	22	bp	bp	PROPN
assc-56407	27	23	neural	neural	ADJ
assc-56407	27	24	network	network	NOUN
assc-56407	27	25	.	.	PUNCT
assc-56407	28	1	the	the	DET
assc-56407	28	2	model	model	NOUN
assc-56407	28	3	constructs	construct	VERB
assc-56407	28	4	a	a	DET
assc-56407	28	5	neural	neural	ADJ
assc-56407	28	6	network	network	NOUN
assc-56407	28	7	structure	structure	NOUN
assc-56407	28	8	with	with	ADP
assc-56407	28	9	multiple	multiple	ADJ
assc-56407	28	10	input	input	NOUN
assc-56407	28	11	layers	layer	NOUN
assc-56407	28	12	and	and	CCONJ
assc-56407	28	13	a	a	DET
assc-56407	28	14	single	single	ADJ
assc-56407	28	15	output	output	NOUN
assc-56407	28	16	layer	layer	NOUN
assc-56407	28	17	,	,	PUNCT
assc-56407	28	18	integrating	integrate	VERB
assc-56407	28	19	four	four	NUM
assc-56407	28	20	-	-	PUNCT
assc-56407	28	21	dimensional	dimensional	ADJ
assc-56407	28	22	indicators	indicator	NOUN
assc-56407	28	23	such	such	ADJ
assc-56407	28	24	as	as	ADP
assc-56407	28	25	moral	moral	ADJ
assc-56407	28	26	qualities	quality	NOUN
assc-56407	28	27	,	,	PUNCT
assc-56407	28	28	physical	physical	ADJ
assc-56407	28	29	and	and	CCONJ
assc-56407	28	30	mental	mental	ADJ
assc-56407	28	31	qualities	quality	NOUN
assc-56407	28	32	,	,	PUNCT
assc-56407	28	33	knowledge	knowledge	NOUN
assc-56407	28	34	,	,	PUNCT
assc-56407	28	35	and	and	CCONJ
assc-56407	28	36	abilities	ability	NOUN
assc-56407	28	37	.	.	PUNCT
assc-56407	29	1	it	it	PRON
assc-56407	29	2	trains	train	VERB
assc-56407	29	3	the	the	DET
assc-56407	29	4	network	network	NOUN
assc-56407	29	5	weights	weight	VERB
assc-56407	29	6	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	NOUN
assc-56407	29	7	advances	advance	NOUN
assc-56407	29	8	in	in	ADP
assc-56407	29	9	social	social	ADJ
assc-56407	29	10	science	science	NOUN
assc-56407	29	11	and	and	CCONJ
assc-56407	29	12	culture	culture	NOUN
assc-56407	29	13	vol	vol	NOUN
assc-56407	29	14	.	.	PROPN
assc-56407	30	1	7	7	NUM
assc-56407	31	1	no	no	NOUN
assc-56407	31	2	.	.	NOUN
assc-56407	31	3	4	4	NUM
assc-56407	31	4	,	,	PUNCT
assc-56407	31	5	2025	2025	NUM
assc-56407	31	6	published	publish	VERB
assc-56407	31	7	by	by	ADP
assc-56407	31	8	scholink	scholink	PROPN
assc-56407	31	9	inc	inc	PROPN
assc-56407	31	10	.	.	PROPN
assc-56407	31	11	129	129	NUM
assc-56407	31	12	using	use	VERB
assc-56407	31	13	historical	historical	ADJ
assc-56407	31	14	data	datum	NOUN
assc-56407	31	15	to	to	PART
assc-56407	31	16	achieve	achieve	VERB
assc-56407	31	17	dynamic	dynamic	ADJ
assc-56407	31	18	and	and	CCONJ
assc-56407	31	19	precise	precise	ADJ
assc-56407	31	20	matching	matching	NOUN
assc-56407	31	21	between	between	ADP
assc-56407	31	22	positions	position	NOUN
assc-56407	31	23	and	and	CCONJ
assc-56407	31	24	job	job	NOUN
assc-56407	31	25	seekers	seeker	NOUN
assc-56407	31	26	.	.	PUNCT
assc-56407	32	1	this	this	DET
assc-56407	32	2	research	research	NOUN
assc-56407	32	3	not	not	PART
assc-56407	32	4	only	only	ADV
assc-56407	32	5	expands	expand	VERB
assc-56407	32	6	the	the	DET
assc-56407	32	7	application	application	NOUN
assc-56407	32	8	scenarios	scenario	NOUN
assc-56407	32	9	of	of	ADP
assc-56407	32	10	job	job	NOUN
assc-56407	32	11	-	-	PUNCT
assc-56407	32	12	person	person	NOUN
assc-56407	32	13	matching	matching	NOUN
assc-56407	32	14	theory	theory	NOUN
assc-56407	32	15	but	but	CCONJ
assc-56407	32	16	also	also	ADV
assc-56407	32	17	provides	provide	VERB
assc-56407	32	18	a	a	DET
assc-56407	32	19	practical	practical	ADJ
assc-56407	32	20	tool	tool	NOUN
assc-56407	32	21	for	for	ADP
assc-56407	32	22	optimizing	optimize	VERB
assc-56407	32	23	counselor	counselor	NOUN
assc-56407	32	24	team	team	NOUN
assc-56407	32	25	configuration	configuration	NOUN
assc-56407	32	26	in	in	ADP
assc-56407	32	27	private	private	ADJ
assc-56407	32	28	universities	university	NOUN
assc-56407	32	29	.	.	PUNCT
assc-56407	33	1	it	it	PRON
assc-56407	33	2	holds	hold	VERB
assc-56407	33	3	significant	significant	ADJ
assc-56407	33	4	practical	practical	ADJ
assc-56407	33	5	value	value	NOUN
assc-56407	33	6	for	for	ADP
assc-56407	33	7	enhancing	enhance	VERB
assc-56407	33	8	the	the	DET
assc-56407	33	9	quality	quality	NOUN
assc-56407	33	10	of	of	ADP
assc-56407	33	11	ideological	ideological	ADJ
assc-56407	33	12	and	and	CCONJ
assc-56407	33	13	political	political	ADJ
assc-56407	33	14	education	education	NOUN
assc-56407	33	15	for	for	ADP
assc-56407	33	16	students	student	NOUN
assc-56407	33	17	and	and	CCONJ
assc-56407	33	18	promoting	promote	VERB
assc-56407	33	19	the	the	DET
assc-56407	33	20	sustainable	sustainable	ADJ
assc-56407	33	21	development	development	NOUN
assc-56407	33	22	of	of	ADP
assc-56407	33	23	higher	high	ADJ
assc-56407	33	24	education	education	NOUN
assc-56407	33	25	institutions	institution	NOUN
assc-56407	33	26	.	.	PUNCT
assc-56407	34	1	2	2	X
assc-56407	34	2	.	.	X
assc-56407	34	3	research	research	NOUN
assc-56407	34	4	design	design	NOUN
assc-56407	34	5	2.1	2.1	NUM
assc-56407	34	6	research	research	NOUN
assc-56407	34	7	objectives	objective	NOUN
assc-56407	34	8	this	this	DET
assc-56407	34	9	paper	paper	NOUN
assc-56407	34	10	aims	aim	VERB
assc-56407	34	11	to	to	PART
assc-56407	34	12	construct	construct	VERB
assc-56407	34	13	a	a	DET
assc-56407	34	14	position	position	NOUN
assc-56407	34	15	-	-	PUNCT
assc-56407	34	16	personnel	personnel	NOUN
assc-56407	34	17	matching	matching	NOUN
assc-56407	34	18	model	model	NOUN
assc-56407	34	19	for	for	ADP
assc-56407	34	20	counselors	counselor	NOUN
assc-56407	34	21	at	at	ADP
assc-56407	34	22	private	private	ADJ
assc-56407	34	23	universities	university	NOUN
assc-56407	34	24	based	base	VERB
assc-56407	34	25	on	on	ADP
assc-56407	34	26	a	a	DET
assc-56407	34	27	bp	bp	PROPN
assc-56407	34	28	neural	neural	ADJ
assc-56407	34	29	network	network	NOUN
assc-56407	34	30	,	,	PUNCT
assc-56407	34	31	with	with	ADP
assc-56407	34	32	the	the	DET
assc-56407	34	33	goal	goal	NOUN
assc-56407	34	34	of	of	ADP
assc-56407	34	35	improving	improve	VERB
assc-56407	34	36	the	the	DET
assc-56407	34	37	efficiency	efficiency	NOUN
assc-56407	34	38	and	and	CCONJ
assc-56407	34	39	accuracy	accuracy	NOUN
assc-56407	34	40	of	of	ADP
assc-56407	34	41	counselor	counselor	NOUN
assc-56407	34	42	recruitment	recruitment	NOUN
assc-56407	34	43	and	and	CCONJ
assc-56407	34	44	providing	provide	VERB
assc-56407	34	45	strong	strong	ADJ
assc-56407	34	46	support	support	NOUN
assc-56407	34	47	for	for	ADP
assc-56407	34	48	human	human	ADJ
assc-56407	34	49	resource	resource	NOUN
assc-56407	34	50	management	management	NOUN
assc-56407	34	51	at	at	ADP
assc-56407	34	52	private	private	ADJ
assc-56407	34	53	universities	university	NOUN
assc-56407	34	54	.	.	PUNCT
assc-56407	35	1	2.2	2.2	NUM
assc-56407	35	2	research	research	NOUN
assc-56407	35	3	methods	method	NOUN
assc-56407	35	4	this	this	DET
assc-56407	35	5	study	study	NOUN
assc-56407	35	6	employs	employ	VERB
assc-56407	35	7	a	a	DET
assc-56407	35	8	combination	combination	NOUN
assc-56407	35	9	of	of	ADP
assc-56407	35	10	literature	literature	PROPN
assc-56407	35	11	review	review	PROPN
assc-56407	35	12	,	,	PUNCT
assc-56407	35	13	interviews	interview	NOUN
assc-56407	35	14	,	,	PUNCT
assc-56407	35	15	and	and	CCONJ
assc-56407	35	16	empirical	empirical	ADJ
assc-56407	35	17	research	research	NOUN
assc-56407	35	18	.	.	PUNCT
assc-56407	36	1	first	first	ADV
assc-56407	36	2	,	,	PUNCT
assc-56407	36	3	relevant	relevant	ADJ
assc-56407	36	4	literature	literature	NOUN
assc-56407	36	5	and	and	CCONJ
assc-56407	36	6	materials	material	NOUN
assc-56407	36	7	are	be	AUX
assc-56407	36	8	reviewed	review	VERB
assc-56407	36	9	to	to	PART
assc-56407	36	10	understand	understand	VERB
assc-56407	36	11	the	the	DET
assc-56407	36	12	theoretical	theoretical	ADJ
assc-56407	36	13	foundations	foundation	NOUN
assc-56407	36	14	of	of	ADP
assc-56407	36	15	job	job	NOUN
assc-56407	36	16	-	-	PUNCT
assc-56407	36	17	person	person	NOUN
assc-56407	36	18	matching	matching	NOUN
assc-56407	36	19	and	and	CCONJ
assc-56407	36	20	the	the	DET
assc-56407	36	21	basic	basic	ADJ
assc-56407	36	22	principles	principle	NOUN
assc-56407	36	23	and	and	CCONJ
assc-56407	36	24	application	application	NOUN
assc-56407	36	25	domains	domain	NOUN
assc-56407	36	26	of	of	ADP
assc-56407	36	27	bp	bp	PROPN
assc-56407	36	28	neural	neural	ADJ
assc-56407	36	29	networks	network	NOUN
assc-56407	36	30	.	.	PUNCT
assc-56407	37	1	second	second	ADJ
assc-56407	37	2	,	,	PUNCT
assc-56407	37	3	the	the	DET
assc-56407	37	4	competency	competency	NOUN
assc-56407	37	5	characteristics	characteristic	NOUN
assc-56407	37	6	of	of	ADP
assc-56407	37	7	counselor	counselor	NOUN
assc-56407	37	8	positions	position	NOUN
assc-56407	37	9	in	in	ADP
assc-56407	37	10	private	private	ADJ
assc-56407	37	11	universities	university	NOUN
assc-56407	37	12	are	be	AUX
assc-56407	37	13	surveyed	survey	VERB
assc-56407	37	14	and	and	CCONJ
assc-56407	37	15	analyzed	analyze	VERB
assc-56407	37	16	.	.	PUNCT
assc-56407	38	1	finally	finally	ADV
assc-56407	38	2	,	,	PUNCT
assc-56407	38	3	a	a	DET
assc-56407	38	4	job	job	NOUN
assc-56407	38	5	-	-	PUNCT
assc-56407	38	6	person	person	NOUN
assc-56407	38	7	matching	matching	NOUN
assc-56407	38	8	model	model	NOUN
assc-56407	38	9	is	be	AUX
assc-56407	38	10	constructed	construct	VERB
assc-56407	38	11	based	base	VERB
assc-56407	38	12	on	on	ADP
assc-56407	38	13	bp	bp	PROPN
assc-56407	38	14	neural	neural	ADJ
assc-56407	38	15	networks	network	NOUN
assc-56407	38	16	,	,	PUNCT
assc-56407	38	17	and	and	CCONJ
assc-56407	38	18	its	its	PRON
assc-56407	38	19	feasibility	feasibility	NOUN
assc-56407	38	20	and	and	CCONJ
assc-56407	38	21	effectiveness	effectiveness	NOUN
assc-56407	38	22	are	be	AUX
assc-56407	38	23	validated	validate	VERB
assc-56407	38	24	through	through	ADP
assc-56407	38	25	empirical	empirical	ADJ
assc-56407	38	26	research	research	NOUN
assc-56407	38	27	.	.	PUNCT
assc-56407	39	1	2.3	2.3	NUM
assc-56407	39	2	data	datum	NOUN
assc-56407	39	3	sources	source	NOUN
assc-56407	39	4	and	and	CCONJ
assc-56407	39	5	processing	process	VERB
assc-56407	39	6	the	the	DET
assc-56407	39	7	data	datum	NOUN
assc-56407	39	8	for	for	ADP
assc-56407	39	9	this	this	DET
assc-56407	39	10	study	study	NOUN
assc-56407	39	11	were	be	AUX
assc-56407	39	12	obtained	obtain	VERB
assc-56407	39	13	from	from	ADP
assc-56407	39	14	five	five	NUM
assc-56407	39	15	years	year	NOUN
assc-56407	39	16	of	of	ADP
assc-56407	39	17	counselor	counselor	NOUN
assc-56407	39	18	recruitment	recruitment	NOUN
assc-56407	39	19	data	datum	NOUN
assc-56407	39	20	and	and	CCONJ
assc-56407	39	21	competency	competency	NOUN
assc-56407	39	22	characteristic	characteristic	ADJ
assc-56407	39	23	data	datum	NOUN
assc-56407	39	24	of	of	ADP
assc-56407	39	25	counselors	counselor	NOUN
assc-56407	39	26	at	at	ADP
assc-56407	39	27	a	a	DET
assc-56407	39	28	private	private	ADJ
assc-56407	39	29	university	university	NOUN
assc-56407	39	30	.	.	PUNCT
assc-56407	40	1	during	during	ADP
assc-56407	40	2	data	data	NOUN
assc-56407	40	3	collection	collection	NOUN
assc-56407	40	4	,	,	PUNCT
assc-56407	40	5	multiple	multiple	ADJ
assc-56407	40	6	methods	method	NOUN
assc-56407	40	7	were	be	AUX
assc-56407	40	8	employed	employ	VERB
assc-56407	40	9	,	,	PUNCT
assc-56407	40	10	including	include	VERB
assc-56407	40	11	questionnaire	questionnaire	NOUN
assc-56407	40	12	surveys	survey	NOUN
assc-56407	40	13	,	,	PUNCT
assc-56407	40	14	interviews	interview	NOUN
assc-56407	40	15	,	,	PUNCT
assc-56407	40	16	and	and	CCONJ
assc-56407	40	17	expert	expert	ADJ
assc-56407	40	18	scoring	scoring	NOUN
assc-56407	40	19	.	.	PUNCT
assc-56407	41	1	the	the	DET
assc-56407	41	2	questionnaire	questionnaire	NOUN
assc-56407	41	3	design	design	NOUN
assc-56407	41	4	covered	cover	VERB
assc-56407	41	5	multiple	multiple	ADJ
assc-56407	41	6	aspects	aspect	NOUN
assc-56407	41	7	,	,	PUNCT
assc-56407	41	8	including	include	VERB
assc-56407	41	9	counselors	counselor	NOUN
assc-56407	41	10	'	'	PART
assc-56407	41	11	basic	basic	ADJ
assc-56407	41	12	information	information	NOUN
assc-56407	41	13	,	,	PUNCT
assc-56407	41	14	educational	educational	ADJ
assc-56407	41	15	background	background	NOUN
assc-56407	41	16	,	,	PUNCT
assc-56407	41	17	work	work	NOUN
assc-56407	41	18	experience	experience	NOUN
assc-56407	41	19	,	,	PUNCT
assc-56407	41	20	professional	professional	ADJ
assc-56407	41	21	skills	skill	NOUN
assc-56407	41	22	,	,	PUNCT
assc-56407	41	23	ideological	ideological	ADJ
assc-56407	41	24	and	and	CCONJ
assc-56407	41	25	political	political	ADJ
assc-56407	41	26	qualities	quality	NOUN
assc-56407	41	27	,	,	PUNCT
assc-56407	41	28	and	and	CCONJ
assc-56407	41	29	professional	professional	ADJ
assc-56407	41	30	ethics	ethic	NOUN
assc-56407	41	31	.	.	PUNCT
assc-56407	42	1	interview	interview	NOUN
assc-56407	42	2	participants	participant	NOUN
assc-56407	42	3	included	include	VERB
assc-56407	42	4	the	the	DET
assc-56407	42	5	head	head	NOUN
assc-56407	42	6	of	of	ADP
assc-56407	42	7	the	the	DET
assc-56407	42	8	university	university	NOUN
assc-56407	42	9	's	's	PART
assc-56407	42	10	human	human	PROPN
assc-56407	42	11	resources	resource	NOUN
assc-56407	42	12	department	department	NOUN
assc-56407	42	13	,	,	PUNCT
assc-56407	42	14	leaders	leader	NOUN
assc-56407	42	15	responsible	responsible	ADJ
assc-56407	42	16	for	for	ADP
assc-56407	42	17	student	student	NOUN
assc-56407	42	18	affairs	affair	NOUN
assc-56407	42	19	in	in	ADP
assc-56407	42	20	each	each	DET
assc-56407	42	21	college	college	NOUN
assc-56407	42	22	,	,	PUNCT
assc-56407	42	23	and	and	CCONJ
assc-56407	42	24	some	some	DET
assc-56407	42	25	current	current	ADJ
assc-56407	42	26	counselors	counselor	NOUN
assc-56407	42	27	.	.	PUNCT
assc-56407	43	1	the	the	DET
assc-56407	43	2	expert	expert	NOUN
assc-56407	43	3	scoring	scoring	NOUN
assc-56407	43	4	phase	phase	NOUN
assc-56407	43	5	invited	invite	VERB
assc-56407	43	6	experts	expert	NOUN
assc-56407	43	7	and	and	CCONJ
assc-56407	43	8	scholars	scholar	NOUN
assc-56407	43	9	with	with	ADP
assc-56407	43	10	extensive	extensive	ADJ
assc-56407	43	11	recruitment	recruitment	NOUN
assc-56407	43	12	experience	experience	NOUN
assc-56407	43	13	to	to	PART
assc-56407	43	14	evaluate	evaluate	VERB
assc-56407	43	15	the	the	DET
assc-56407	43	16	competency	competency	NOUN
assc-56407	43	17	characteristics	characteristic	NOUN
assc-56407	43	18	of	of	ADP
assc-56407	43	19	job	job	NOUN
assc-56407	43	20	applicants	applicant	NOUN
assc-56407	43	21	.	.	PUNCT
assc-56407	44	1	in	in	ADP
assc-56407	44	2	the	the	DET
assc-56407	44	3	data	data	NOUN
assc-56407	44	4	preprocessing	preprocessing	NOUN
assc-56407	44	5	stage	stage	NOUN
assc-56407	44	6	,	,	PUNCT
assc-56407	44	7	the	the	DET
assc-56407	44	8	collected	collect	VERB
assc-56407	44	9	raw	raw	ADJ
assc-56407	44	10	data	datum	NOUN
assc-56407	44	11	was	be	AUX
assc-56407	44	12	first	first	ADV
assc-56407	44	13	cleaned	clean	VERB
assc-56407	44	14	and	and	CCONJ
assc-56407	44	15	organized	organize	VERB
assc-56407	44	16	to	to	PART
assc-56407	44	17	remove	remove	VERB
assc-56407	44	18	invalid	invalid	ADJ
assc-56407	44	19	and	and	CCONJ
assc-56407	44	20	abnormal	abnormal	ADJ
assc-56407	44	21	data	datum	NOUN
assc-56407	44	22	.	.	PUNCT
assc-56407	45	1	then	then	ADV
assc-56407	45	2	,	,	PUNCT
assc-56407	45	3	quantitative	quantitative	ADJ
assc-56407	45	4	data	datum	NOUN
assc-56407	45	5	was	be	AUX
assc-56407	45	6	standardized	standardize	VERB
assc-56407	45	7	to	to	PART
assc-56407	45	8	make	make	VERB
assc-56407	45	9	data	datum	NOUN
assc-56407	45	10	of	of	ADP
assc-56407	45	11	different	different	ADJ
assc-56407	45	12	units	unit	NOUN
assc-56407	45	13	comparable	comparable	ADJ
assc-56407	45	14	.	.	PUNCT
assc-56407	46	1	for	for	ADP
assc-56407	46	2	qualitative	qualitative	ADJ
assc-56407	46	3	data	datum	NOUN
assc-56407	46	4	,	,	PUNCT
assc-56407	46	5	expert	expert	ADJ
assc-56407	46	6	scoring	scoring	NOUN
assc-56407	46	7	was	be	AUX
assc-56407	46	8	used	use	VERB
assc-56407	46	9	for	for	ADP
assc-56407	46	10	quantification	quantification	NOUN
assc-56407	46	11	.	.	PUNCT
assc-56407	47	1	finally	finally	ADV
assc-56407	47	2	,	,	PUNCT
assc-56407	47	3	the	the	DET
assc-56407	47	4	processed	process	VERB
assc-56407	47	5	data	datum	NOUN
assc-56407	47	6	was	be	AUX
assc-56407	47	7	divided	divide	VERB
assc-56407	47	8	into	into	ADP
assc-56407	47	9	training	training	NOUN
assc-56407	47	10	and	and	CCONJ
assc-56407	47	11	testing	testing	NOUN
assc-56407	47	12	sets	set	NOUN
assc-56407	47	13	according	accord	VERB
assc-56407	47	14	to	to	ADP
assc-56407	47	15	a	a	DET
assc-56407	47	16	certain	certain	ADJ
assc-56407	47	17	ratio	ratio	NOUN
assc-56407	47	18	for	for	ADP
assc-56407	47	19	subsequent	subsequent	ADJ
assc-56407	47	20	model	model	NOUN
assc-56407	47	21	training	training	NOUN
assc-56407	47	22	and	and	CCONJ
assc-56407	47	23	testing	testing	NOUN
assc-56407	47	24	.	.	PUNCT
assc-56407	48	1	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	PROPN
assc-56407	48	2	advances	advance	VERB
assc-56407	48	3	in	in	ADP
assc-56407	48	4	social	social	ADJ
assc-56407	48	5	science	science	NOUN
assc-56407	48	6	and	and	CCONJ
assc-56407	48	7	culture	culture	NOUN
assc-56407	48	8	vol	vol	NOUN
assc-56407	48	9	.	.	PROPN
assc-56407	49	1	7	7	NUM
assc-56407	50	1	no	no	NOUN
assc-56407	50	2	.	.	NOUN
assc-56407	50	3	4	4	NUM
assc-56407	50	4	,	,	PUNCT
assc-56407	50	5	2025	2025	NUM
assc-56407	50	6	published	publish	VERB
assc-56407	50	7	by	by	ADP
assc-56407	50	8	scholink	scholink	PROPN
assc-56407	50	9	inc	inc	PROPN
assc-56407	50	10	.	.	PROPN
assc-56407	50	11	130	130	NUM
assc-56407	50	12	3	3	NUM
assc-56407	50	13	.	.	PUNCT
assc-56407	50	14	model	model	NOUN
assc-56407	50	15	construction	construction	NOUN
assc-56407	50	16	3.1	3.1	NUM
assc-56407	50	17	competency	competency	NOUN
assc-56407	50	18	feature	feature	NOUN
assc-56407	50	19	analysis	analysis	NOUN
assc-56407	50	20	3.1.1	3.1.1	NUM
assc-56407	50	21	identifying	identify	VERB
assc-56407	50	22	key	key	ADJ
assc-56407	50	23	features	feature	NOUN
assc-56407	50	24	through	through	ADP
assc-56407	50	25	literature	literature	NOUN
assc-56407	50	26	reviews	review	NOUN
assc-56407	50	27	and	and	CCONJ
assc-56407	50	28	expert	expert	NOUN
assc-56407	50	29	interviews	interview	NOUN
assc-56407	50	30	,	,	PUNCT
assc-56407	50	31	preliminary	preliminary	ADJ
assc-56407	50	32	competency	competency	NOUN
assc-56407	50	33	features	feature	VERB
assc-56407	50	34	for	for	ADP
assc-56407	50	35	the	the	DET
assc-56407	50	36	position	position	NOUN
assc-56407	50	37	of	of	ADP
assc-56407	50	38	counselor	counselor	NOUN
assc-56407	50	39	at	at	ADP
assc-56407	50	40	private	private	ADJ
assc-56407	50	41	universities	university	NOUN
assc-56407	50	42	were	be	AUX
assc-56407	50	43	identified	identify	VERB
assc-56407	50	44	.	.	PUNCT
assc-56407	51	1	these	these	DET
assc-56407	51	2	competency	competency	NOUN
assc-56407	51	3	features	feature	NOUN
assc-56407	51	4	were	be	AUX
assc-56407	51	5	analyzed	analyze	VERB
assc-56407	51	6	,	,	PUNCT
assc-56407	51	7	and	and	CCONJ
assc-56407	51	8	this	this	DET
assc-56407	51	9	study	study	NOUN
assc-56407	51	10	selected	select	VERB
assc-56407	51	11	key	key	ADJ
assc-56407	51	12	features	feature	NOUN
assc-56407	51	13	as	as	ADP
assc-56407	51	14	input	input	NOUN
assc-56407	51	15	variables	variable	NOUN
assc-56407	51	16	for	for	ADP
assc-56407	51	17	the	the	DET
assc-56407	51	18	bp	bp	PROPN
assc-56407	51	19	neural	neural	ADJ
assc-56407	51	20	network	network	NOUN
assc-56407	51	21	.	.	PUNCT
assc-56407	52	1	these	these	DET
assc-56407	52	2	features	feature	NOUN
assc-56407	52	3	comprehensively	comprehensively	ADV
assc-56407	52	4	reflect	reflect	VERB
assc-56407	52	5	the	the	DET
assc-56407	52	6	job	job	NOUN
assc-56407	52	7	requirements	requirement	NOUN
assc-56407	52	8	and	and	CCONJ
assc-56407	52	9	personal	personal	ADJ
assc-56407	52	10	qualities	quality	NOUN
assc-56407	52	11	of	of	ADP
assc-56407	52	12	the	the	DET
assc-56407	52	13	counselor	counselor	NOUN
assc-56407	52	14	position	position	NOUN
assc-56407	52	15	.	.	PUNCT
assc-56407	53	1	the	the	DET
assc-56407	53	2	specific	specific	ADJ
assc-56407	53	3	key	key	ADJ
assc-56407	53	4	features	feature	NOUN
assc-56407	53	5	are	be	AUX
assc-56407	53	6	shown	show	VERB
assc-56407	53	7	in	in	ADP
assc-56407	53	8	table	table	NOUN
assc-56407	53	9	1	1	NUM
assc-56407	53	10	:	:	PUNCT
assc-56407	53	11	table	table	NOUN
assc-56407	53	12	1	1	NUM
assc-56407	53	13	.	.	PUNCT
assc-56407	53	14	key	key	ADJ
assc-56407	53	15	indicators	indicator	NOUN
assc-56407	53	16	of	of	ADP
assc-56407	53	17	competency	competency	NOUN
assc-56407	53	18	for	for	ADP
assc-56407	53	19	counselors	counselor	NOUN
assc-56407	53	20	at	at	ADP
assc-56407	53	21	private	private	ADJ
assc-56407	53	22	universities	university	NOUN
assc-56407	53	23	key	key	ADJ
assc-56407	53	24	characteristics	characteristic	NOUN
assc-56407	53	25	characteristic	characteristic	ADJ
assc-56407	53	26	description	description	NOUN
assc-56407	53	27	political	political	ADJ
assc-56407	53	28	and	and	CCONJ
assc-56407	53	29	ideological	ideological	ADJ
assc-56407	53	30	qualities	quality	NOUN
assc-56407	53	31	a	a	DET
assc-56407	53	32	firm	firm	ADJ
assc-56407	53	33	political	political	ADJ
assc-56407	53	34	stance	stance	NOUN
assc-56407	53	35	,	,	PUNCT
assc-56407	53	36	good	good	ADJ
assc-56407	53	37	moral	moral	ADJ
assc-56407	53	38	character	character	NOUN
assc-56407	53	39	,	,	PUNCT
assc-56407	53	40	a	a	DET
assc-56407	53	41	high	high	ADJ
assc-56407	53	42	sense	sense	NOUN
assc-56407	53	43	of	of	ADP
assc-56407	53	44	responsibility	responsibility	NOUN
assc-56407	53	45	and	and	CCONJ
assc-56407	53	46	mission	mission	NOUN
assc-56407	53	47	,	,	PUNCT
assc-56407	53	48	etc	etc	X
assc-56407	53	49	.	.	X
assc-56407	53	50	professional	professional	ADJ
assc-56407	53	51	ethics	ethic	NOUN
assc-56407	53	52	and	and	CCONJ
assc-56407	53	53	integrity	integrity	NOUN
assc-56407	53	54	integrity	integrity	NOUN
assc-56407	53	55	and	and	CCONJ
assc-56407	53	56	adherence	adherence	NOUN
assc-56407	53	57	to	to	ADP
assc-56407	53	58	laws	law	NOUN
assc-56407	53	59	and	and	CCONJ
assc-56407	53	60	regulations	regulation	NOUN
assc-56407	53	61	,	,	PUNCT
assc-56407	53	62	self	self	NOUN
assc-56407	53	63	-	-	PUNCT
assc-56407	53	64	discipline	discipline	NOUN
assc-56407	53	65	and	and	CCONJ
assc-56407	53	66	integrity	integrity	NOUN
assc-56407	53	67	,	,	PUNCT
assc-56407	53	68	respect	respect	NOUN
assc-56407	53	69	for	for	ADP
assc-56407	53	70	students	student	NOUN
assc-56407	53	71	,	,	PUNCT
assc-56407	53	72	and	and	CCONJ
assc-56407	53	73	care	care	VERB
assc-56407	53	74	for	for	ADP
assc-56407	53	75	students	student	NOUN
assc-56407	53	76	,	,	PUNCT
assc-56407	53	77	etc	etc	X
assc-56407	53	78	.	.	X
assc-56407	53	79	professional	professional	ADJ
assc-56407	53	80	knowledge	knowledge	NOUN
assc-56407	53	81	and	and	CCONJ
assc-56407	53	82	skills	skill	NOUN
assc-56407	53	83	knowledge	knowledge	NOUN
assc-56407	53	84	related	relate	VERB
assc-56407	53	85	to	to	ADP
assc-56407	53	86	education	education	NOUN
assc-56407	53	87	,	,	PUNCT
assc-56407	53	88	psychology	psychology	NOUN
assc-56407	53	89	,	,	PUNCT
assc-56407	53	90	management	management	NOUN
assc-56407	53	91	,	,	PUNCT
assc-56407	53	92	etc	etc	X
assc-56407	53	93	.	.	X
assc-56407	53	94	psychological	psychological	ADJ
assc-56407	53	95	qualities	quality	NOUN
assc-56407	53	96	a	a	DET
assc-56407	53	97	positive	positive	ADJ
assc-56407	53	98	mindset	mindset	NOUN
assc-56407	53	99	,	,	PUNCT
assc-56407	53	100	strong	strong	ADJ
assc-56407	53	101	ability	ability	NOUN
assc-56407	53	102	to	to	PART
assc-56407	53	103	cope	cope	VERB
assc-56407	53	104	with	with	ADP
assc-56407	53	105	pressure	pressure	NOUN
assc-56407	53	106	,	,	PUNCT
assc-56407	53	107	and	and	CCONJ
assc-56407	53	108	emotional	emotional	ADJ
assc-56407	53	109	stability	stability	NOUN
assc-56407	53	110	,	,	PUNCT
assc-56407	53	111	etc	etc	X
assc-56407	53	112	.	.	X
assc-56407	54	1	organizational	organizational	ADJ
assc-56407	54	2	management	management	NOUN
assc-56407	54	3	skills	skill	NOUN
assc-56407	54	4	skilled	skilled	ADJ
assc-56407	54	5	at	at	ADP
assc-56407	54	6	communicating	communicate	VERB
assc-56407	54	7	with	with	ADP
assc-56407	54	8	students	student	NOUN
assc-56407	54	9	,	,	PUNCT
assc-56407	54	10	coordinating	coordinate	VERB
assc-56407	54	11	student	student	NOUN
assc-56407	54	12	relations	relation	NOUN
assc-56407	54	13	,	,	PUNCT
assc-56407	54	14	handling	handle	VERB
assc-56407	54	15	unexpected	unexpected	ADJ
assc-56407	54	16	events	event	NOUN
assc-56407	54	17	,	,	PUNCT
assc-56407	54	18	etc	etc	X
assc-56407	54	19	.	.	X
assc-56407	54	20	cultural	cultural	ADJ
assc-56407	54	21	compatibility	compatibility	NOUN
assc-56407	54	22	with	with	ADP
assc-56407	54	23	private	private	ADJ
assc-56407	54	24	universities	university	NOUN
assc-56407	54	25	ability	ability	NOUN
assc-56407	54	26	to	to	PART
assc-56407	54	27	adapt	adapt	VERB
assc-56407	54	28	flexibly	flexibly	ADV
assc-56407	54	29	and	and	CCONJ
assc-56407	54	30	multitask	multitask	ADJ
assc-56407	54	31	3.1.2	3.1.2	NUM
assc-56407	54	32	feature	feature	NOUN
assc-56407	54	33	data	datum	NOUN
assc-56407	54	34	processing	processing	NOUN
assc-56407	54	35	based	base	VERB
assc-56407	54	36	on	on	ADP
assc-56407	54	37	the	the	DET
assc-56407	54	38	preliminary	preliminary	ADJ
assc-56407	54	39	selection	selection	NOUN
assc-56407	54	40	of	of	ADP
assc-56407	54	41	competency	competency	NOUN
assc-56407	54	42	features	feature	NOUN
assc-56407	54	43	,	,	PUNCT
assc-56407	54	44	combined	combine	VERB
assc-56407	54	45	with	with	ADP
assc-56407	54	46	actual	actual	ADJ
assc-56407	54	47	data	datum	NOUN
assc-56407	54	48	from	from	ADP
assc-56407	54	49	over	over	ADP
assc-56407	54	50	200	200	NUM
assc-56407	54	51	applicants	applicant	NOUN
assc-56407	54	52	for	for	ADP
assc-56407	54	53	counselor	counselor	NOUN
assc-56407	54	54	positions	position	NOUN
assc-56407	54	55	at	at	ADP
assc-56407	54	56	a	a	DET
assc-56407	54	57	private	private	ADJ
assc-56407	54	58	university	university	NOUN
assc-56407	54	59	over	over	ADP
assc-56407	54	60	the	the	DET
assc-56407	54	61	past	past	ADJ
assc-56407	54	62	five	five	NUM
assc-56407	54	63	years	year	NOUN
assc-56407	54	64	,	,	PUNCT
assc-56407	54	65	and	and	CCONJ
assc-56407	54	66	expert	expert	NOUN
assc-56407	54	67	evaluations	evaluation	NOUN
assc-56407	54	68	of	of	ADP
assc-56407	54	69	each	each	DET
assc-56407	54	70	competency	competency	NOUN
assc-56407	54	71	feature	feature	NOUN
assc-56407	54	72	.	.	PUNCT
assc-56407	55	1	the	the	DET
assc-56407	55	2	scoring	scoring	NOUN
assc-56407	55	3	range	range	NOUN
assc-56407	55	4	is	be	AUX
assc-56407	55	5	from	from	ADP
assc-56407	55	6	1	1	NUM
assc-56407	55	7	to	to	ADP
assc-56407	55	8	5	5	NUM
assc-56407	55	9	,	,	PUNCT
assc-56407	55	10	representing	represent	VERB
assc-56407	55	11	five	five	NUM
assc-56407	55	12	levels	level	NOUN
assc-56407	55	13	:	:	PUNCT
assc-56407	55	14	“	"	PUNCT
assc-56407	55	15	very	very	ADV
assc-56407	55	16	unsuitable	unsuitable	ADJ
assc-56407	55	17	,	,	PUNCT
assc-56407	55	18	”	"	PUNCT
assc-56407	55	19	“	"	PUNCT
assc-56407	55	20	unsuitable	unsuitable	ADJ
assc-56407	55	21	,	,	PUNCT
assc-56407	55	22	”	"	PUNCT
assc-56407	55	23	“	"	PUNCT
assc-56407	55	24	average	average	ADJ
assc-56407	55	25	,	,	PUNCT
assc-56407	55	26	”	"	PUNCT
assc-56407	55	27	“	"	PUNCT
assc-56407	55	28	suitable	suitable	ADJ
assc-56407	55	29	,	,	PUNCT
assc-56407	55	30	”	"	PUNCT
assc-56407	55	31	and	and	CCONJ
assc-56407	55	32	“	"	PUNCT
assc-56407	55	33	very	very	ADV
assc-56407	55	34	suitable	suitable	ADJ
assc-56407	55	35	.	.	PUNCT
assc-56407	55	36	”	"	PUNCT
assc-56407	56	1	after	after	ADP
assc-56407	56	2	scoring	scoring	NOUN
assc-56407	56	3	,	,	PUNCT
assc-56407	56	4	data	datum	NOUN
assc-56407	56	5	analysis	analysis	NOUN
assc-56407	56	6	was	be	AUX
assc-56407	56	7	conducted	conduct	VERB
assc-56407	56	8	to	to	PART
assc-56407	56	9	calculate	calculate	VERB
assc-56407	56	10	the	the	DET
assc-56407	56	11	mean	mean	ADJ
assc-56407	56	12	and	and	CCONJ
assc-56407	56	13	standard	standard	ADJ
assc-56407	56	14	deviation	deviation	NOUN
assc-56407	56	15	of	of	ADP
assc-56407	56	16	each	each	DET
assc-56407	56	17	competency	competency	NOUN
assc-56407	56	18	characteristic	characteristic	NOUN
assc-56407	56	19	,	,	PUNCT
assc-56407	56	20	and	and	CCONJ
assc-56407	56	21	those	those	PRON
assc-56407	56	22	with	with	ADP
assc-56407	56	23	higher	high	ADJ
assc-56407	56	24	scores	score	NOUN
assc-56407	56	25	were	be	AUX
assc-56407	56	26	selected	select	VERB
assc-56407	56	27	as	as	ADP
assc-56407	56	28	input	input	NOUN
assc-56407	56	29	variables	variable	NOUN
assc-56407	56	30	for	for	ADP
assc-56407	56	31	the	the	DET
assc-56407	56	32	final	final	ADJ
assc-56407	56	33	matching	matching	NOUN
assc-56407	56	34	model	model	NOUN
assc-56407	56	35	.	.	PROPN
assc-56407	57	1	3.2	3.2	NUM
assc-56407	57	2	bp	bp	PROPN
assc-56407	57	3	neural	neural	ADJ
assc-56407	57	4	network	network	NOUN
assc-56407	57	5	structure	structure	NOUN
assc-56407	57	6	design	design	NOUN
assc-56407	57	7	in	in	ADP
assc-56407	57	8	constructing	construct	VERB
assc-56407	57	9	the	the	DET
assc-56407	57	10	bp	bp	PROPN
assc-56407	57	11	neural	neural	PROPN
assc-56407	57	12	network	network	PROPN
assc-56407	57	13	model	model	PROPN
assc-56407	57	14	,	,	PUNCT
assc-56407	57	15	the	the	DET
assc-56407	57	16	network	network	NOUN
assc-56407	57	17	structure	structure	NOUN
assc-56407	57	18	and	and	CCONJ
assc-56407	57	19	parameters	parameter	NOUN
assc-56407	57	20	were	be	AUX
assc-56407	57	21	first	first	ADV
assc-56407	57	22	determined	determine	VERB
assc-56407	57	23	.	.	PUNCT
assc-56407	58	1	this	this	DET
assc-56407	58	2	study	study	NOUN
assc-56407	58	3	adopted	adopt	VERB
assc-56407	58	4	a	a	DET
assc-56407	58	5	three	three	NUM
assc-56407	58	6	-	-	PUNCT
assc-56407	58	7	layer	layer	NOUN
assc-56407	58	8	bp	bp	PROPN
assc-56407	58	9	neural	neural	ADJ
assc-56407	58	10	network	network	NOUN
assc-56407	58	11	structure	structure	NOUN
assc-56407	58	12	,	,	PUNCT
assc-56407	58	13	including	include	VERB
assc-56407	58	14	an	an	DET
assc-56407	58	15	input	input	NOUN
assc-56407	58	16	layer	layer	NOUN
assc-56407	58	17	,	,	PUNCT
assc-56407	58	18	a	a	DET
assc-56407	58	19	hidden	hidden	ADJ
assc-56407	58	20	layer	layer	NOUN
assc-56407	58	21	,	,	PUNCT
assc-56407	58	22	and	and	CCONJ
assc-56407	58	23	an	an	DET
assc-56407	58	24	output	output	NOUN
assc-56407	58	25	layer	layer	NOUN
assc-56407	58	26	.	.	PUNCT
assc-56407	59	1	the	the	DET
assc-56407	59	2	number	number	NOUN
assc-56407	59	3	of	of	ADP
assc-56407	59	4	nodes	node	NOUN
assc-56407	59	5	in	in	ADP
assc-56407	59	6	the	the	DET
assc-56407	59	7	input	input	NOUN
assc-56407	59	8	layer	layer	NOUN
assc-56407	59	9	is	be	AUX
assc-56407	59	10	determined	determine	VERB
assc-56407	59	11	based	base	VERB
assc-56407	59	12	on	on	ADP
assc-56407	59	13	the	the	DET
assc-56407	59	14	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	PROPN
assc-56407	59	15	advances	advance	NOUN
assc-56407	59	16	in	in	ADP
assc-56407	59	17	social	social	ADJ
assc-56407	59	18	science	science	NOUN
assc-56407	59	19	and	and	CCONJ
assc-56407	59	20	culture	culture	NOUN
assc-56407	59	21	vol	vol	NOUN
assc-56407	59	22	.	.	PROPN
assc-56407	60	1	7	7	NUM
assc-56407	61	1	no	no	NOUN
assc-56407	61	2	.	.	NOUN
assc-56407	61	3	4	4	NUM
assc-56407	61	4	,	,	PUNCT
assc-56407	61	5	2025	2025	NUM
assc-56407	61	6	published	publish	VERB
assc-56407	61	7	by	by	ADP
assc-56407	61	8	scholink	scholink	PROPN
assc-56407	61	9	inc	inc	PROPN
assc-56407	61	10	.	.	PROPN
assc-56407	61	11	131	131	NUM
assc-56407	61	12	number	number	NOUN
assc-56407	61	13	of	of	ADP
assc-56407	61	14	selected	select	VERB
assc-56407	61	15	competency	competency	NOUN
assc-56407	61	16	characteristics	characteristic	NOUN
assc-56407	61	17	;	;	PUNCT
assc-56407	61	18	the	the	DET
assc-56407	61	19	number	number	NOUN
assc-56407	61	20	of	of	ADP
assc-56407	61	21	nodes	node	NOUN
assc-56407	61	22	in	in	ADP
assc-56407	61	23	the	the	DET
assc-56407	61	24	hidden	hide	VERB
assc-56407	61	25	layer	layer	NOUN
assc-56407	61	26	is	be	AUX
assc-56407	61	27	determined	determine	VERB
assc-56407	61	28	through	through	ADP
assc-56407	61	29	multiple	multiple	ADJ
assc-56407	61	30	experiments	experiment	NOUN
assc-56407	61	31	and	and	CCONJ
assc-56407	61	32	comparisons	comparison	NOUN
assc-56407	61	33	;	;	PUNCT
assc-56407	61	34	the	the	DET
assc-56407	61	35	number	number	NOUN
assc-56407	61	36	of	of	ADP
assc-56407	61	37	nodes	node	NOUN
assc-56407	61	38	in	in	ADP
assc-56407	61	39	the	the	DET
assc-56407	61	40	output	output	NOUN
assc-56407	61	41	layer	layer	NOUN
assc-56407	61	42	is	be	AUX
assc-56407	61	43	1	1	NUM
assc-56407	61	44	,	,	PUNCT
assc-56407	61	45	representing	represent	VERB
assc-56407	61	46	the	the	DET
assc-56407	61	47	job	job	NOUN
assc-56407	61	48	seeker	seeker	NOUN
assc-56407	61	49	's	's	PART
assc-56407	61	50	overall	overall	ADJ
assc-56407	61	51	score	score	NOUN
assc-56407	61	52	.	.	PUNCT
assc-56407	62	1	regarding	regard	VERB
assc-56407	62	2	network	network	NOUN
assc-56407	62	3	parameters	parameter	NOUN
assc-56407	62	4	,	,	PUNCT
assc-56407	62	5	appropriate	appropriate	ADJ
assc-56407	62	6	learning	learning	NOUN
assc-56407	62	7	rates	rate	NOUN
assc-56407	62	8	,	,	PUNCT
assc-56407	62	9	iteration	iteration	NOUN
assc-56407	62	10	counts	count	NOUN
assc-56407	62	11	,	,	PUNCT
assc-56407	62	12	and	and	CCONJ
assc-56407	62	13	error	error	NOUN
assc-56407	62	14	thresholds	threshold	NOUN
assc-56407	62	15	were	be	AUX
assc-56407	62	16	selected	select	VERB
assc-56407	62	17	.	.	PUNCT
assc-56407	63	1	next	next	ADV
assc-56407	63	2	,	,	PUNCT
assc-56407	63	3	the	the	DET
assc-56407	63	4	training	training	NOUN
assc-56407	63	5	set	set	NOUN
assc-56407	63	6	data	datum	NOUN
assc-56407	63	7	was	be	AUX
assc-56407	63	8	normalized	normalize	VERB
assc-56407	63	9	to	to	PART
assc-56407	63	10	meet	meet	VERB
assc-56407	63	11	the	the	DET
assc-56407	63	12	input	input	NOUN
assc-56407	63	13	requirements	requirement	NOUN
assc-56407	63	14	of	of	ADP
assc-56407	63	15	the	the	DET
assc-56407	63	16	bp	bp	PROPN
assc-56407	63	17	neural	neural	ADJ
assc-56407	63	18	network	network	NOUN
assc-56407	63	19	.	.	PUNCT
assc-56407	64	1	the	the	DET
assc-56407	64	2	normalization	normalization	NOUN
assc-56407	64	3	method	method	NOUN
assc-56407	64	4	used	use	VERB
assc-56407	64	5	the	the	DET
assc-56407	64	6	minimum	minimum	ADJ
assc-56407	64	7	-	-	PUNCT
assc-56407	64	8	maximum	maximum	ADJ
assc-56407	64	9	standardization	standardization	NOUN
assc-56407	64	10	method	method	NOUN
assc-56407	64	11	to	to	PART
assc-56407	64	12	map	map	VERB
assc-56407	64	13	the	the	DET
assc-56407	64	14	data	datum	NOUN
assc-56407	64	15	to	to	ADP
assc-56407	64	16	the	the	DET
assc-56407	64	17	[	[	NOUN
assc-56407	64	18	0,1	0,1	NUM
assc-56407	64	19	]	]	PUNCT
assc-56407	64	20	interval	interval	NOUN
assc-56407	64	21	.	.	PUNCT
assc-56407	65	1	next	next	ADV
assc-56407	65	2	,	,	PUNCT
assc-56407	65	3	the	the	DET
assc-56407	65	4	bp	bp	PROPN
assc-56407	65	5	neural	neural	PROPN
assc-56407	65	6	network	network	NOUN
assc-56407	65	7	was	be	AUX
assc-56407	65	8	trained	train	VERB
assc-56407	65	9	using	use	VERB
assc-56407	65	10	the	the	DET
assc-56407	65	11	training	training	NOUN
assc-56407	65	12	set	set	VERB
assc-56407	65	13	data	datum	NOUN
assc-56407	65	14	,	,	PUNCT
assc-56407	65	15	continuously	continuously	ADV
assc-56407	65	16	adjusting	adjust	VERB
assc-56407	65	17	the	the	DET
assc-56407	65	18	weights	weight	NOUN
assc-56407	65	19	and	and	CCONJ
assc-56407	65	20	biases	bias	NOUN
assc-56407	65	21	within	within	ADP
assc-56407	65	22	the	the	DET
assc-56407	65	23	network	network	NOUN
assc-56407	65	24	to	to	PART
assc-56407	65	25	minimize	minimize	VERB
assc-56407	65	26	the	the	DET
assc-56407	65	27	error	error	NOUN
assc-56407	65	28	between	between	ADP
assc-56407	65	29	the	the	DET
assc-56407	65	30	network	network	NOUN
assc-56407	65	31	's	's	PART
assc-56407	65	32	output	output	NOUN
assc-56407	65	33	values	value	NOUN
assc-56407	65	34	and	and	CCONJ
assc-56407	65	35	the	the	DET
assc-56407	65	36	actual	actual	ADJ
assc-56407	65	37	values	value	NOUN
assc-56407	65	38	.	.	PUNCT
assc-56407	66	1	during	during	ADP
assc-56407	66	2	training	training	NOUN
assc-56407	66	3	,	,	PUNCT
assc-56407	66	4	the	the	DET
assc-56407	66	5	gradient	gradient	ADJ
assc-56407	66	6	descent	descent	NOUN
assc-56407	66	7	algorithm	algorithm	NOUN
assc-56407	66	8	and	and	CCONJ
assc-56407	66	9	backpropagation	backpropagation	NOUN
assc-56407	66	10	algorithm	algorithm	NOUN
assc-56407	66	11	were	be	AUX
assc-56407	66	12	used	use	VERB
assc-56407	66	13	to	to	PART
assc-56407	66	14	update	update	VERB
assc-56407	66	15	the	the	DET
assc-56407	66	16	weights	weight	NOUN
assc-56407	66	17	and	and	CCONJ
assc-56407	66	18	biases	bias	NOUN
assc-56407	66	19	.	.	PUNCT
assc-56407	67	1	finally	finally	ADV
assc-56407	67	2	,	,	PUNCT
assc-56407	67	3	the	the	DET
assc-56407	67	4	trained	train	VERB
assc-56407	67	5	bp	bp	PROPN
assc-56407	67	6	neural	neural	ADJ
assc-56407	67	7	network	network	NOUN
assc-56407	67	8	is	be	AUX
assc-56407	67	9	tested	test	VERB
assc-56407	67	10	using	use	VERB
assc-56407	67	11	the	the	DET
assc-56407	67	12	test	test	NOUN
assc-56407	67	13	set	set	VERB
assc-56407	67	14	data	datum	NOUN
assc-56407	67	15	to	to	PART
assc-56407	67	16	validate	validate	VERB
assc-56407	67	17	the	the	DET
assc-56407	67	18	feasibility	feasibility	NOUN
assc-56407	67	19	and	and	CCONJ
assc-56407	67	20	effectiveness	effectiveness	NOUN
assc-56407	67	21	of	of	ADP
assc-56407	67	22	the	the	DET
assc-56407	67	23	model	model	NOUN
assc-56407	67	24	.	.	PUNCT
assc-56407	68	1	during	during	ADP
assc-56407	68	2	the	the	DET
assc-56407	68	3	testing	testing	NOUN
assc-56407	68	4	process	process	NOUN
assc-56407	68	5	,	,	PUNCT
assc-56407	68	6	the	the	DET
assc-56407	68	7	test	test	NOUN
assc-56407	68	8	set	set	VERB
assc-56407	68	9	data	datum	NOUN
assc-56407	68	10	is	be	AUX
assc-56407	68	11	input	input	NOUN
assc-56407	68	12	into	into	ADP
assc-56407	68	13	the	the	DET
assc-56407	68	14	bp	bp	PROPN
assc-56407	68	15	neural	neural	ADJ
assc-56407	68	16	network	network	NOUN
assc-56407	68	17	to	to	PART
assc-56407	68	18	obtain	obtain	VERB
assc-56407	68	19	a	a	DET
assc-56407	68	20	comprehensive	comprehensive	ADJ
assc-56407	68	21	score	score	NOUN
assc-56407	68	22	for	for	ADP
assc-56407	68	23	job	job	NOUN
assc-56407	68	24	-	-	PUNCT
assc-56407	68	25	candidate	candidate	NOUN
assc-56407	68	26	matching	matching	NOUN
assc-56407	68	27	.	.	PUNCT
assc-56407	69	1	3.3	3.3	NUM
assc-56407	69	2	model	model	NOUN
assc-56407	69	3	training	training	NOUN
assc-56407	69	4	and	and	CCONJ
assc-56407	69	5	validation	validation	NOUN
assc-56407	69	6	in	in	ADP
assc-56407	69	7	the	the	DET
assc-56407	69	8	model	model	NOUN
assc-56407	69	9	training	training	NOUN
assc-56407	69	10	phase	phase	NOUN
assc-56407	69	11	,	,	PUNCT
assc-56407	69	12	this	this	DET
assc-56407	69	13	paper	paper	NOUN
assc-56407	69	14	uses	use	VERB
assc-56407	69	15	actual	actual	ADJ
assc-56407	69	16	data	datum	NOUN
assc-56407	69	17	as	as	ADP
assc-56407	69	18	training	training	NOUN
assc-56407	69	19	samples	sample	NOUN
assc-56407	69	20	to	to	PART
assc-56407	69	21	perform	perform	VERB
assc-56407	69	22	weight	weight	NOUN
assc-56407	69	23	learning	learning	NOUN
assc-56407	69	24	and	and	CCONJ
assc-56407	69	25	adjustment	adjustment	NOUN
assc-56407	69	26	for	for	ADP
assc-56407	69	27	the	the	DET
assc-56407	69	28	bp	bp	PROPN
assc-56407	69	29	neural	neural	ADJ
assc-56407	69	30	network	network	NOUN
assc-56407	69	31	.	.	PUNCT
assc-56407	70	1	through	through	ADP
assc-56407	70	2	iterative	iterative	NOUN
assc-56407	70	3	optimization	optimization	NOUN
assc-56407	70	4	,	,	PUNCT
assc-56407	70	5	the	the	DET
assc-56407	70	6	model	model	NOUN
assc-56407	70	7	's	's	PART
assc-56407	70	8	output	output	NOUN
assc-56407	70	9	error	error	NOUN
assc-56407	70	10	is	be	AUX
assc-56407	70	11	minimized	minimize	VERB
assc-56407	70	12	.	.	PUNCT
assc-56407	71	1	in	in	ADP
assc-56407	71	2	the	the	DET
assc-56407	71	3	model	model	NOUN
assc-56407	71	4	validation	validation	NOUN
assc-56407	71	5	phase	phase	NOUN
assc-56407	71	6	,	,	PUNCT
assc-56407	71	7	this	this	DET
assc-56407	71	8	paper	paper	NOUN
assc-56407	71	9	uses	use	VERB
assc-56407	71	10	cross	cross	ADJ
assc-56407	71	11	-	-	ADJ
assc-56407	71	12	validation	validation	ADJ
assc-56407	71	13	methods	method	NOUN
assc-56407	71	14	to	to	PART
assc-56407	71	15	test	test	VERB
assc-56407	71	16	the	the	DET
assc-56407	71	17	feasibility	feasibility	NOUN
assc-56407	71	18	and	and	CCONJ
assc-56407	71	19	effectiveness	effectiveness	NOUN
assc-56407	71	20	of	of	ADP
assc-56407	71	21	the	the	DET
assc-56407	71	22	model	model	NOUN
assc-56407	71	23	.	.	PUNCT
assc-56407	72	1	by	by	ADP
assc-56407	72	2	comparing	compare	VERB
assc-56407	72	3	the	the	DET
assc-56407	72	4	matching	matching	NOUN
assc-56407	72	5	results	result	NOUN
assc-56407	72	6	of	of	ADP
assc-56407	72	7	different	different	ADJ
assc-56407	72	8	job	job	NOUN
assc-56407	72	9	seekers	seeker	NOUN
assc-56407	72	10	and	and	CCONJ
assc-56407	72	11	counselor	counselor	NOUN
assc-56407	72	12	positions	position	NOUN
assc-56407	72	13	,	,	PUNCT
assc-56407	72	14	the	the	DET
assc-56407	72	15	model	model	NOUN
assc-56407	72	16	's	's	PART
assc-56407	72	17	matching	matching	NOUN
assc-56407	72	18	accuracy	accuracy	NOUN
assc-56407	72	19	and	and	CCONJ
assc-56407	72	20	stability	stability	NOUN
assc-56407	72	21	are	be	AUX
assc-56407	72	22	verified	verify	VERB
assc-56407	72	23	.	.	PUNCT
assc-56407	73	1	4	4	X
assc-56407	73	2	.	.	X
assc-56407	73	3	improvement	improvement	NOUN
assc-56407	73	4	suggestions	suggestion	NOUN
assc-56407	73	5	for	for	ADP
assc-56407	73	6	counselor	counselor	NOUN
assc-56407	73	7	recruitment	recruitment	NOUN
assc-56407	73	8	and	and	CCONJ
assc-56407	73	9	position	position	NOUN
assc-56407	73	10	-	-	PUNCT
assc-56407	73	11	person	person	NOUN
assc-56407	73	12	matching	match	VERB
assc-56407	73	13	in	in	ADP
assc-56407	73	14	private	private	ADJ
assc-56407	73	15	universities	university	NOUN
assc-56407	73	16	based	base	VERB
assc-56407	73	17	on	on	ADP
assc-56407	73	18	the	the	DET
assc-56407	73	19	empirical	empirical	ADJ
assc-56407	73	20	analysis	analysis	NOUN
assc-56407	73	21	results	result	NOUN
assc-56407	73	22	of	of	ADP
assc-56407	73	23	the	the	DET
assc-56407	73	24	bp	bp	PROPN
assc-56407	73	25	neural	neural	PROPN
assc-56407	73	26	network	network	PROPN
assc-56407	73	27	model	model	NOUN
assc-56407	73	28	,	,	PUNCT
assc-56407	73	29	combined	combine	VERB
assc-56407	73	30	with	with	ADP
assc-56407	73	31	the	the	DET
assc-56407	73	32	current	current	ADJ
assc-56407	73	33	status	status	NOUN
assc-56407	73	34	and	and	CCONJ
assc-56407	73	35	challenges	challenge	NOUN
assc-56407	73	36	of	of	ADP
assc-56407	73	37	counselor	counselor	NOUN
assc-56407	73	38	team	team	NOUN
assc-56407	73	39	building	build	VERB
assc-56407	73	40	in	in	ADP
assc-56407	73	41	private	private	ADJ
assc-56407	73	42	universities	university	NOUN
assc-56407	74	1	,	,	PUNCT
assc-56407	74	2	this	this	DET
assc-56407	74	3	study	study	NOUN
assc-56407	74	4	proposes	propose	VERB
assc-56407	74	5	the	the	DET
assc-56407	74	6	following	follow	VERB
assc-56407	74	7	improvement	improvement	NOUN
assc-56407	74	8	suggestions	suggestion	NOUN
assc-56407	74	9	aimed	aim	VERB
assc-56407	74	10	at	at	ADP
assc-56407	74	11	optimizing	optimize	VERB
assc-56407	74	12	the	the	DET
assc-56407	74	13	recruitment	recruitment	NOUN
assc-56407	74	14	process	process	NOUN
assc-56407	74	15	,	,	PUNCT
assc-56407	74	16	improving	improve	VERB
assc-56407	74	17	matching	matching	NOUN
assc-56407	74	18	accuracy	accuracy	NOUN
assc-56407	74	19	,	,	PUNCT
assc-56407	74	20	and	and	CCONJ
assc-56407	74	21	promoting	promote	VERB
assc-56407	74	22	the	the	DET
assc-56407	74	23	professional	professional	ADJ
assc-56407	74	24	development	development	NOUN
assc-56407	74	25	of	of	ADP
assc-56407	74	26	counselor	counselor	NOUN
assc-56407	74	27	teams	team	NOUN
assc-56407	74	28	.	.	PUNCT
assc-56407	75	1	4.1	4.1	NUM
assc-56407	75	2	building	build	VERB
assc-56407	75	3	a	a	DET
assc-56407	75	4	dynamic	dynamic	ADJ
assc-56407	75	5	competency	competency	NOUN
assc-56407	75	6	feature	feature	NOUN
assc-56407	75	7	system	system	NOUN
assc-56407	75	8	the	the	DET
assc-56407	75	9	competency	competency	NOUN
assc-56407	75	10	requirements	requirement	NOUN
assc-56407	75	11	for	for	ADP
assc-56407	75	12	counselor	counselor	NOUN
assc-56407	75	13	positions	position	NOUN
assc-56407	75	14	in	in	ADP
assc-56407	75	15	private	private	ADJ
assc-56407	75	16	universities	university	NOUN
assc-56407	75	17	need	need	VERB
assc-56407	75	18	to	to	PART
assc-56407	75	19	move	move	VERB
assc-56407	75	20	beyond	beyond	ADP
assc-56407	75	21	traditional	traditional	ADJ
assc-56407	75	22	static	static	ADJ
assc-56407	75	23	indicators	indicator	NOUN
assc-56407	75	24	(	(	PUNCT
assc-56407	75	25	such	such	ADJ
assc-56407	75	26	as	as	ADP
assc-56407	75	27	education	education	NOUN
assc-56407	75	28	level	level	NOUN
assc-56407	75	29	and	and	CCONJ
assc-56407	75	30	certificates	certificate	NOUN
assc-56407	75	31	)	)	PUNCT
assc-56407	75	32	toward	toward	ADP
assc-56407	75	33	dynamic	dynamic	ADJ
assc-56407	75	34	,	,	PUNCT
assc-56407	75	35	scenario	scenario	NOUN
assc-56407	75	36	-	-	PUNCT
assc-56407	75	37	based	base	VERB
assc-56407	75	38	capability	capability	NOUN
assc-56407	75	39	assessments	assessment	NOUN
assc-56407	75	40	.	.	PUNCT
assc-56407	76	1	practice	practice	NOUN
assc-56407	76	2	-	-	PUNCT
assc-56407	76	3	oriented	orient	VERB
assc-56407	76	4	metrics	metric	NOUN
assc-56407	76	5	such	such	ADJ
assc-56407	76	6	as	as	ADP
assc-56407	76	7	“	"	PUNCT
assc-56407	76	8	number	number	NOUN
assc-56407	76	9	of	of	ADP
assc-56407	76	10	crisis	crisis	NOUN
assc-56407	76	11	intervention	intervention	NOUN
assc-56407	76	12	case	case	NOUN
assc-56407	76	13	handling	handling	NOUN
assc-56407	76	14	”	"	PUNCT
assc-56407	76	15	and	and	CCONJ
assc-56407	76	16	“	"	PUNCT
assc-56407	76	17	accuracy	accuracy	NOUN
assc-56407	76	18	rate	rate	NOUN
assc-56407	76	19	of	of	ADP
assc-56407	76	20	identifying	identify	VERB
assc-56407	76	21	student	student	NOUN
assc-56407	76	22	psychological	psychological	ADJ
assc-56407	76	23	issues	issue	NOUN
assc-56407	76	24	”	"	PUNCT
assc-56407	76	25	should	should	AUX
assc-56407	76	26	be	be	AUX
assc-56407	76	27	added	add	VERB
assc-56407	76	28	to	to	PART
assc-56407	76	29	reflect	reflect	VERB
assc-56407	76	30	counselors	counselor	NOUN
assc-56407	76	31	'	'	PART
assc-56407	76	32	ability	ability	NOUN
assc-56407	76	33	to	to	PART
assc-56407	76	34	handle	handle	VERB
assc-56407	76	35	complex	complex	ADJ
assc-56407	76	36	situations	situation	NOUN
assc-56407	76	37	.	.	PUNCT
assc-56407	77	1	for	for	ADP
assc-56407	77	2	example	example	NOUN
assc-56407	77	3	,	,	PUNCT
assc-56407	77	4	a	a	DET
assc-56407	77	5	private	private	ADJ
assc-56407	77	6	university	university	NOUN
assc-56407	77	7	introduced	introduce	VERB
assc-56407	77	8	a	a	DET
assc-56407	77	9	“	"	PUNCT
assc-56407	77	10	simulated	simulated	ADJ
assc-56407	77	11	student	student	NOUN
assc-56407	77	12	counseling	counseling	NOUN
assc-56407	77	13	”	"	PUNCT
assc-56407	77	14	scenario	scenario	NOUN
assc-56407	77	15	test	test	NOUN
assc-56407	77	16	and	and	CCONJ
assc-56407	77	17	found	find	VERB
assc-56407	77	18	that	that	SCONJ
assc-56407	77	19	applicants	applicant	NOUN
assc-56407	77	20	with	with	ADP
assc-56407	77	21	over	over	ADP
assc-56407	77	22	three	three	NUM
assc-56407	77	23	years	year	NOUN
assc-56407	77	24	of	of	ADP
assc-56407	77	25	student	student	NOUN
assc-56407	77	26	leadership	leadership	NOUN
assc-56407	77	27	experience	experience	NOUN
assc-56407	77	28	scored	score	VERB
assc-56407	77	29	significantly	significantly	ADV
assc-56407	77	30	higher	high	ADJ
assc-56407	77	31	in	in	ADP
assc-56407	77	32	the	the	DET
assc-56407	77	33	emotional	emotional	ADJ
assc-56407	77	34	guidance	guidance	NOUN
assc-56407	77	35	section	section	NOUN
assc-56407	77	36	compared	compare	VERB
assc-56407	77	37	to	to	ADP
assc-56407	77	38	other	other	ADJ
assc-56407	77	39	groups	group	NOUN
assc-56407	77	40	.	.	PUNCT
assc-56407	78	1	continuous	continuous	ADJ
assc-56407	78	2	updating	updating	NOUN
assc-56407	78	3	:	:	PUNCT
assc-56407	78	4	every	every	DET
assc-56407	78	5	two	two	NUM
assc-56407	78	6	years	year	NOUN
assc-56407	78	7	,	,	PUNCT
assc-56407	78	8	competency	competency	NOUN
assc-56407	78	9	weights	weight	NOUN
assc-56407	78	10	are	be	AUX
assc-56407	78	11	recalibrated	recalibrate	VERB
assc-56407	78	12	based	base	VERB
assc-56407	78	13	on	on	ADP
assc-56407	78	14	recruitment	recruitment	NOUN
assc-56407	78	15	data	datum	NOUN
assc-56407	78	16	and	and	CCONJ
assc-56407	78	17	the	the	DET
assc-56407	78	18	performance	performance	NOUN
assc-56407	78	19	of	of	ADP
assc-56407	78	20	current	current	ADJ
assc-56407	78	21	counselors	counselor	NOUN
assc-56407	78	22	.	.	PUNCT
assc-56407	79	1	for	for	ADP
assc-56407	79	2	example	example	NOUN
assc-56407	79	3	,	,	PUNCT
assc-56407	79	4	data	datum	NOUN
assc-56407	79	5	from	from	ADP
assc-56407	79	6	a	a	DET
assc-56407	79	7	certain	certain	ADJ
assc-56407	79	8	university	university	NOUN
assc-56407	79	9	in	in	ADP
assc-56407	79	10	2023	2023	NUM
assc-56407	79	11	showed	show	VERB
assc-56407	79	12	that	that	SCONJ
assc-56407	79	13	the	the	DET
assc-56407	79	14	weight	weight	NOUN
assc-56407	79	15	of	of	ADP
assc-56407	79	16	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	PROPN
assc-56407	79	17	advances	advance	NOUN
assc-56407	79	18	in	in	ADP
assc-56407	79	19	social	social	ADJ
assc-56407	79	20	science	science	NOUN
assc-56407	79	21	and	and	CCONJ
assc-56407	79	22	culture	culture	NOUN
assc-56407	79	23	vol	vol	NOUN
assc-56407	79	24	.	.	PROPN
assc-56407	80	1	7	7	NUM
assc-56407	81	1	no	no	NOUN
assc-56407	81	2	.	.	NOUN
assc-56407	81	3	4	4	NUM
assc-56407	81	4	,	,	PUNCT
assc-56407	81	5	2025	2025	NUM
assc-56407	81	6	published	publish	VERB
assc-56407	81	7	by	by	ADP
assc-56407	81	8	scholink	scholink	PROPN
assc-56407	81	9	inc	inc	PROPN
assc-56407	81	10	.	.	PROPN
assc-56407	81	11	132	132	NUM
assc-56407	81	12	“	"	PUNCT
assc-56407	81	13	online	online	ADJ
assc-56407	81	14	ideological	ideological	ADJ
assc-56407	81	15	and	and	CCONJ
assc-56407	81	16	political	political	ADJ
assc-56407	81	17	education	education	NOUN
assc-56407	81	18	capabilities	capability	NOUN
assc-56407	81	19	”	"	PUNCT
assc-56407	81	20	increased	increase	VERB
assc-56407	81	21	from	from	ADP
assc-56407	81	22	12	12	NUM
assc-56407	81	23	%	%	NOUN
assc-56407	81	24	to	to	PART
assc-56407	81	25	18	18	NUM
assc-56407	81	26	%	%	NOUN
assc-56407	81	27	,	,	PUNCT
assc-56407	81	28	reflecting	reflect	VERB
assc-56407	81	29	new	new	ADJ
assc-56407	81	30	demands	demand	NOUN
assc-56407	81	31	in	in	ADP
assc-56407	81	32	student	student	NOUN
assc-56407	81	33	work	work	NOUN
assc-56407	81	34	under	under	ADP
assc-56407	81	35	the	the	DET
assc-56407	81	36	new	new	ADJ
assc-56407	81	37	media	medium	NOUN
assc-56407	81	38	environment	environment	NOUN
assc-56407	81	39	.	.	PUNCT
assc-56407	82	1	4.2	4.2	NUM
assc-56407	82	2	application	application	NOUN
assc-56407	82	3	of	of	ADP
assc-56407	82	4	optimized	optimize	VERB
assc-56407	82	5	bp	bp	PROPN
assc-56407	82	6	neural	neural	ADJ
assc-56407	82	7	network	network	NOUN
assc-56407	82	8	models	model	NOUN
assc-56407	82	9	data	datum	NOUN
assc-56407	82	10	governance	governance	NOUN
assc-56407	82	11	:	:	PUNCT
assc-56407	82	12	establish	establish	VERB
assc-56407	82	13	a	a	DET
assc-56407	82	14	two	two	NUM
assc-56407	82	15	-	-	PUNCT
assc-56407	82	16	dimensional	dimensional	ADJ
assc-56407	82	17	database	database	NOUN
assc-56407	82	18	of	of	ADP
assc-56407	82	19	“	"	PUNCT
assc-56407	82	20	applicants	applicant	NOUN
assc-56407	82	21	-	-	PUNCT
assc-56407	82	22	positions	position	NOUN
assc-56407	82	23	”	"	PUNCT
assc-56407	82	24	and	and	CCONJ
assc-56407	82	25	integrate	integrate	VERB
assc-56407	82	26	multi	multi	ADJ
assc-56407	82	27	-	-	ADJ
assc-56407	82	28	modal	modal	ADJ
assc-56407	82	29	data	datum	NOUN
assc-56407	82	30	such	such	ADJ
assc-56407	82	31	as	as	ADP
assc-56407	82	32	resume	resume	NOUN
assc-56407	82	33	information	information	NOUN
assc-56407	82	34	,	,	PUNCT
assc-56407	82	35	assessment	assessment	NOUN
assc-56407	82	36	results	result	NOUN
assc-56407	82	37	,	,	PUNCT
assc-56407	82	38	and	and	CCONJ
assc-56407	82	39	interviews	interview	NOUN
assc-56407	82	40	.	.	PUNCT
assc-56407	83	1	for	for	ADP
assc-56407	83	2	example	example	NOUN
assc-56407	83	3	,	,	PUNCT
assc-56407	83	4	a	a	DET
assc-56407	83	5	certain	certain	ADJ
assc-56407	83	6	school	school	NOUN
assc-56407	83	7	used	use	VERB
assc-56407	83	8	ocr	ocr	ADJ
assc-56407	83	9	technology	technology	NOUN
assc-56407	83	10	to	to	PART
assc-56407	83	11	extract	extract	VERB
assc-56407	83	12	the	the	DET
assc-56407	83	13	“	"	PUNCT
assc-56407	83	14	number	number	NOUN
assc-56407	83	15	of	of	ADP
assc-56407	83	16	student	student	NOUN
assc-56407	83	17	activities	activity	NOUN
assc-56407	83	18	organized	organize	VERB
assc-56407	83	19	”	"	PUNCT
assc-56407	83	20	from	from	ADP
assc-56407	83	21	resumes	resume	NOUN
assc-56407	83	22	and	and	CCONJ
assc-56407	83	23	combined	combine	VERB
assc-56407	83	24	it	it	PRON
assc-56407	83	25	with	with	ADP
assc-56407	83	26	expert	expert	NOUN
assc-56407	83	27	scores	score	NOUN
assc-56407	83	28	to	to	PART
assc-56407	83	29	construct	construct	VERB
assc-56407	83	30	a	a	DET
assc-56407	83	31	structured	structured	ADJ
assc-56407	83	32	dataset	dataset	NOUN
assc-56407	83	33	.	.	PUNCT
assc-56407	84	1	introduce	introduce	VERB
assc-56407	84	2	data	datum	NOUN
assc-56407	84	3	cleaning	clean	VERB
assc-56407	84	4	rules	rule	NOUN
assc-56407	84	5	to	to	PART
assc-56407	84	6	exclude	exclude	VERB
assc-56407	84	7	samples	sample	NOUN
assc-56407	84	8	with	with	ADP
assc-56407	84	9	missing	miss	VERB
assc-56407	84	10	information	information	NOUN
assc-56407	84	11	rates	rate	NOUN
assc-56407	84	12	exceeding	exceed	VERB
assc-56407	84	13	30	30	NUM
assc-56407	84	14	%	%	NOUN
assc-56407	84	15	.	.	PUNCT
assc-56407	85	1	for	for	ADP
assc-56407	85	2	example	example	NOUN
assc-56407	85	3	,	,	PUNCT
assc-56407	85	4	in	in	ADP
assc-56407	85	5	a	a	DET
assc-56407	85	6	university	university	NOUN
assc-56407	85	7	's	's	PART
assc-56407	85	8	2022	2022	NUM
assc-56407	85	9	recruitment	recruitment	NOUN
assc-56407	85	10	data	datum	NOUN
assc-56407	85	11	,	,	PUNCT
assc-56407	85	12	15	15	NUM
assc-56407	85	13	%	%	NOUN
assc-56407	85	14	of	of	ADP
assc-56407	85	15	applicants	applicant	NOUN
assc-56407	85	16	did	do	AUX
assc-56407	85	17	not	not	PART
assc-56407	85	18	fill	fill	VERB
assc-56407	85	19	in	in	ADP
assc-56407	85	20	their	their	PRON
assc-56407	85	21	practical	practical	ADJ
assc-56407	85	22	experience	experience	NOUN
assc-56407	85	23	,	,	PUNCT
assc-56407	85	24	and	and	CCONJ
assc-56407	85	25	such	such	ADJ
assc-56407	85	26	data	datum	NOUN
assc-56407	85	27	should	should	AUX
assc-56407	85	28	be	be	AUX
assc-56407	85	29	marked	mark	VERB
assc-56407	85	30	as	as	ADP
assc-56407	85	31	“	"	PUNCT
assc-56407	85	32	low	low	ADJ
assc-56407	85	33	-	-	PUNCT
assc-56407	85	34	quality	quality	NOUN
assc-56407	85	35	samples	sample	NOUN
assc-56407	85	36	”	"	PUNCT
assc-56407	85	37	and	and	CCONJ
assc-56407	85	38	have	have	VERB
assc-56407	85	39	their	their	PRON
assc-56407	85	40	weights	weight	NOUN
assc-56407	85	41	reduced	reduce	VERB
assc-56407	85	42	.	.	PUNCT
assc-56407	86	1	model	model	NOUN
assc-56407	86	2	optimization	optimization	NOUN
assc-56407	86	3	:	:	PUNCT
assc-56407	86	4	adopt	adopt	VERB
assc-56407	86	5	the	the	DET
assc-56407	86	6	“	"	PUNCT
assc-56407	86	7	ahp	ahp	NOUN
assc-56407	86	8	-	-	PUNCT
assc-56407	86	9	bp	bp	PROPN
assc-56407	86	10	hybrid	hybrid	ADJ
assc-56407	86	11	inheritance	inheritance	NOUN
assc-56407	86	12	”	"	PUNCT
assc-56407	86	13	method	method	NOUN
assc-56407	86	14	to	to	PART
assc-56407	86	15	incorporate	incorporate	VERB
assc-56407	86	16	the	the	DET
assc-56407	86	17	competency	competency	NOUN
assc-56407	86	18	weights	weight	NOUN
assc-56407	86	19	determined	determine	VERB
assc-56407	86	20	by	by	ADP
assc-56407	86	21	the	the	DET
assc-56407	86	22	analytic	analytic	ADJ
assc-56407	86	23	hierarchy	hierarchy	NOUN
assc-56407	86	24	process	process	NOUN
assc-56407	86	25	(	(	PUNCT
assc-56407	86	26	ahp	ahp	NOUN
assc-56407	86	27	)	)	PUNCT
assc-56407	86	28	into	into	ADP
assc-56407	86	29	the	the	DET
assc-56407	86	30	neural	neural	ADJ
assc-56407	86	31	network	network	NOUN
assc-56407	86	32	's	's	PART
assc-56407	86	33	input	input	NOUN
assc-56407	86	34	layer	layer	NOUN
assc-56407	86	35	.	.	PUNCT
assc-56407	87	1	for	for	ADP
assc-56407	87	2	example	example	NOUN
assc-56407	87	3	,	,	PUNCT
assc-56407	87	4	a	a	DET
assc-56407	87	5	certain	certain	ADJ
assc-56407	87	6	school	school	NOUN
assc-56407	87	7	found	find	VERB
assc-56407	87	8	through	through	ADP
assc-56407	87	9	ahp	ahp	NOUN
assc-56407	87	10	analysis	analysis	NOUN
assc-56407	87	11	that	that	SCONJ
assc-56407	87	12	the	the	DET
assc-56407	87	13	weight	weight	NOUN
assc-56407	87	14	of	of	ADP
assc-56407	87	15	“	"	PUNCT
assc-56407	87	16	political	political	ADJ
assc-56407	87	17	literacy	literacy	NOUN
assc-56407	87	18	”	"	PUNCT
assc-56407	87	19	was	be	AUX
assc-56407	87	20	0.25	0.25	NUM
assc-56407	87	21	,	,	PUNCT
assc-56407	87	22	far	far	ADV
assc-56407	87	23	higher	high	ADJ
assc-56407	87	24	than	than	ADP
assc-56407	87	25	the	the	DET
assc-56407	87	26	0.12	0.12	NUM
assc-56407	87	27	for	for	ADP
assc-56407	87	28	“	"	PUNCT
assc-56407	87	29	language	language	NOUN
assc-56407	87	30	expression	expression	NOUN
assc-56407	87	31	ability	ability	NOUN
assc-56407	87	32	,	,	PUNCT
assc-56407	87	33	”	"	PUNCT
assc-56407	87	34	and	and	CCONJ
assc-56407	87	35	adjusted	adjust	VERB
assc-56407	87	36	the	the	DET
assc-56407	87	37	weights	weight	NOUN
assc-56407	87	38	of	of	ADP
assc-56407	87	39	the	the	DET
assc-56407	87	40	neural	neural	ADJ
assc-56407	87	41	network	network	NOUN
assc-56407	87	42	input	input	NOUN
assc-56407	87	43	nodes	node	NOUN
assc-56407	87	44	accordingly	accordingly	ADV
assc-56407	87	45	.	.	PUNCT
assc-56407	88	1	add	add	VERB
assc-56407	88	2	model	model	NOUN
assc-56407	88	3	interpretability	interpretability	NOUN
assc-56407	88	4	tools	tool	NOUN
assc-56407	88	5	,	,	PUNCT
assc-56407	88	6	such	such	ADJ
assc-56407	88	7	as	as	ADP
assc-56407	88	8	lime	lime	NOUN
assc-56407	88	9	(	(	PUNCT
assc-56407	88	10	local	local	ADJ
assc-56407	88	11	interpretable	interpretable	ADJ
assc-56407	88	12	model	model	ADJ
assc-56407	88	13	-	-	ADJ
assc-56407	88	14	agnostic	agnostic	ADJ
assc-56407	88	15	explanations	explanation	NOUN
assc-56407	88	16	)	)	PUNCT
assc-56407	88	17	technology	technology	NOUN
assc-56407	88	18	,	,	PUNCT
assc-56407	88	19	to	to	PART
assc-56407	88	20	generate	generate	VERB
assc-56407	88	21	specific	specific	ADJ
assc-56407	88	22	feedback	feedback	NOUN
assc-56407	88	23	such	such	ADJ
assc-56407	88	24	as	as	ADP
assc-56407	88	25	“	"	PUNCT
assc-56407	88	26	a	a	DET
assc-56407	88	27	certain	certain	ADJ
assc-56407	88	28	applicant	applicant	NOUN
assc-56407	88	29	has	have	AUX
assc-56407	88	30	low	low	ADJ
assc-56407	88	31	match	match	NOUN
assc-56407	88	32	due	due	ADP
assc-56407	88	33	to	to	ADP
assc-56407	88	34	insufficient	insufficient	ADJ
assc-56407	88	35	crisis	crisis	NOUN
assc-56407	88	36	management	management	NOUN
assc-56407	88	37	experience	experience	NOUN
assc-56407	88	38	,	,	PUNCT
assc-56407	88	39	”	"	PUNCT
assc-56407	88	40	to	to	PART
assc-56407	88	41	assist	assist	VERB
assc-56407	88	42	in	in	ADP
assc-56407	88	43	recruitment	recruitment	NOUN
assc-56407	88	44	decisions	decision	NOUN
assc-56407	88	45	.	.	PUNCT
assc-56407	89	1	dynamic	dynamic	ADJ
assc-56407	89	2	training	training	NOUN
assc-56407	89	3	can	can	AUX
assc-56407	89	4	be	be	AUX
assc-56407	89	5	conducted	conduct	VERB
assc-56407	89	6	using	use	VERB
assc-56407	89	7	artificial	artificial	ADJ
assc-56407	89	8	intelligence	intelligence	NOUN
assc-56407	89	9	tools	tool	NOUN
assc-56407	89	10	.	.	PUNCT
assc-56407	90	1	new	new	ADJ
assc-56407	90	2	recruitment	recruitment	NOUN
assc-56407	90	3	data	datum	NOUN
assc-56407	90	4	can	can	AUX
assc-56407	90	5	be	be	AUX
assc-56407	90	6	incorporated	incorporate	VERB
assc-56407	90	7	annually	annually	ADV
assc-56407	90	8	to	to	PART
assc-56407	90	9	update	update	VERB
assc-56407	90	10	model	model	NOUN
assc-56407	90	11	parameters	parameter	NOUN
assc-56407	90	12	.	.	PUNCT
assc-56407	91	1	for	for	ADP
assc-56407	91	2	example	example	NOUN
assc-56407	91	3	,	,	PUNCT
assc-56407	91	4	in	in	ADP
assc-56407	91	5	a	a	DET
assc-56407	91	6	certain	certain	ADJ
assc-56407	91	7	school	school	NOUN
assc-56407	91	8	's	's	PART
assc-56407	91	9	spring	spring	NOUN
assc-56407	91	10	2024	2024	NUM
assc-56407	91	11	recruitment	recruitment	NOUN
assc-56407	91	12	,	,	PUNCT
assc-56407	91	13	“	"	PUNCT
assc-56407	91	14	ai	ai	VERB
assc-56407	91	15	tool	tool	NOUN
assc-56407	91	16	usage	usage	NOUN
assc-56407	91	17	ability	ability	NOUN
assc-56407	91	18	”	"	PUNCT
assc-56407	91	19	was	be	AUX
assc-56407	91	20	included	include	VERB
assc-56407	91	21	in	in	ADP
assc-56407	91	22	the	the	DET
assc-56407	91	23	training	training	NOUN
assc-56407	91	24	set	set	NOUN
assc-56407	91	25	,	,	PUNCT
assc-56407	91	26	improving	improve	VERB
assc-56407	91	27	the	the	DET
assc-56407	91	28	model	model	NOUN
assc-56407	91	29	's	's	PART
assc-56407	91	30	matching	matching	NOUN
assc-56407	91	31	accuracy	accuracy	NOUN
assc-56407	91	32	for	for	ADP
assc-56407	91	33	digital	digital	ADJ
assc-56407	91	34	office	office	NOUN
assc-56407	91	35	scenarios	scenario	NOUN
assc-56407	91	36	by	by	ADP
assc-56407	91	37	12	12	NUM
assc-56407	91	38	%	%	NOUN
assc-56407	91	39	.	.	PUNCT
assc-56407	92	1	4.3	4.3	NUM
assc-56407	92	2	improve	improve	VERB
assc-56407	92	3	the	the	DET
assc-56407	92	4	recruitment	recruitment	NOUN
assc-56407	92	5	process	process	NOUN
assc-56407	92	6	and	and	CCONJ
assc-56407	92	7	supporting	support	VERB
assc-56407	92	8	mechanisms	mechanism	NOUN
assc-56407	92	9	job	job	NOUN
assc-56407	92	10	-	-	PUNCT
assc-56407	92	11	candidate	candidate	NOUN
assc-56407	92	12	matching	matching	NOUN
assc-56407	92	13	relies	rely	VERB
assc-56407	92	14	not	not	PART
assc-56407	92	15	only	only	ADV
assc-56407	92	16	on	on	ADP
assc-56407	92	17	technical	technical	ADJ
assc-56407	92	18	models	model	NOUN
assc-56407	92	19	but	but	CCONJ
assc-56407	92	20	also	also	ADV
assc-56407	92	21	on	on	ADP
assc-56407	92	22	the	the	DET
assc-56407	92	23	coordinated	coordinated	ADJ
assc-56407	92	24	support	support	NOUN
assc-56407	92	25	of	of	ADP
assc-56407	92	26	recruitment	recruitment	NOUN
assc-56407	92	27	processes	process	NOUN
assc-56407	92	28	,	,	PUNCT
assc-56407	92	29	training	training	NOUN
assc-56407	92	30	systems	system	NOUN
assc-56407	92	31	,	,	PUNCT
assc-56407	92	32	and	and	CCONJ
assc-56407	92	33	career	career	NOUN
assc-56407	92	34	development	development	NOUN
assc-56407	92	35	paths	path	NOUN
assc-56407	92	36	.	.	PUNCT
assc-56407	93	1	conduct	conduct	VERB
assc-56407	93	2	phased	phase	VERB
assc-56407	93	3	screening	screening	NOUN
assc-56407	93	4	.	.	PUNCT
assc-56407	94	1	in	in	ADP
assc-56407	94	2	the	the	DET
assc-56407	94	3	initial	initial	ADJ
assc-56407	94	4	screening	screening	NOUN
assc-56407	94	5	phase	phase	NOUN
assc-56407	94	6	,	,	PUNCT
assc-56407	94	7	use	use	VERB
assc-56407	94	8	a	a	DET
assc-56407	94	9	bp	bp	PROPN
assc-56407	94	10	neural	neural	ADJ
assc-56407	94	11	network	network	NOUN
assc-56407	94	12	to	to	PART
assc-56407	94	13	quickly	quickly	ADV
assc-56407	94	14	screen	screen	VERB
assc-56407	94	15	the	the	DET
assc-56407	94	16	top	top	ADJ
assc-56407	94	17	30	30	NUM
assc-56407	94	18	%	%	NOUN
assc-56407	94	19	of	of	ADP
assc-56407	94	20	high	high	ADJ
assc-56407	94	21	-	-	PUNCT
assc-56407	94	22	match	match	NOUN
assc-56407	94	23	candidates	candidate	NOUN
assc-56407	94	24	,	,	PUNCT
assc-56407	94	25	reducing	reduce	VERB
assc-56407	94	26	the	the	DET
assc-56407	94	27	workload	workload	NOUN
assc-56407	94	28	of	of	ADP
assc-56407	94	29	manual	manual	ADJ
assc-56407	94	30	reviews	review	NOUN
assc-56407	94	31	.	.	PUNCT
assc-56407	95	1	the	the	DET
assc-56407	95	2	model	model	NOUN
assc-56407	95	3	reduced	reduce	VERB
assc-56407	95	4	the	the	DET
assc-56407	95	5	initial	initial	ADJ
assc-56407	95	6	screening	screening	NOUN
assc-56407	95	7	time	time	NOUN
assc-56407	95	8	from	from	ADP
assc-56407	95	9	15	15	NUM
assc-56407	95	10	days	day	NOUN
assc-56407	95	11	to	to	ADP
assc-56407	95	12	5	5	NUM
assc-56407	95	13	days	day	NOUN
assc-56407	95	14	,	,	PUNCT
assc-56407	95	15	with	with	ADP
assc-56407	95	16	a	a	DET
assc-56407	95	17	significant	significant	ADJ
assc-56407	95	18	decrease	decrease	NOUN
assc-56407	95	19	in	in	ADP
assc-56407	95	20	misclassification	misclassification	NOUN
assc-56407	95	21	rates	rate	NOUN
assc-56407	95	22	.	.	PUNCT
assc-56407	96	1	in	in	ADP
assc-56407	96	2	the	the	DET
assc-56407	96	3	in	in	ADP
assc-56407	96	4	-	-	PUNCT
assc-56407	96	5	depth	depth	NOUN
assc-56407	96	6	assessment	assessment	NOUN
assc-56407	96	7	phase	phase	NOUN
assc-56407	96	8	,	,	PUNCT
assc-56407	96	9	structured	structured	ADJ
assc-56407	96	10	interviews	interview	NOUN
assc-56407	96	11	are	be	AUX
assc-56407	96	12	conducted	conduct	VERB
assc-56407	96	13	with	with	ADP
assc-56407	96	14	high	high	ADJ
assc-56407	96	15	-	-	PUNCT
assc-56407	96	16	scoring	score	VERB
assc-56407	96	17	candidates	candidate	NOUN
assc-56407	96	18	recommended	recommend	VERB
assc-56407	96	19	by	by	ADP
assc-56407	96	20	the	the	DET
assc-56407	96	21	model	model	NOUN
assc-56407	96	22	,	,	PUNCT
assc-56407	96	23	focusing	focus	VERB
assc-56407	96	24	on	on	ADP
assc-56407	96	25	soft	soft	ADJ
assc-56407	96	26	metrics	metric	NOUN
assc-56407	96	27	such	such	ADJ
assc-56407	96	28	as	as	ADP
assc-56407	96	29	“	"	PUNCT
assc-56407	96	30	value	value	NOUN
assc-56407	96	31	alignment	alignment	NOUN
assc-56407	96	32	”	"	PUNCT
assc-56407	96	33	and	and	CCONJ
assc-56407	96	34	“	"	PUNCT
assc-56407	96	35	cultural	cultural	ADJ
assc-56407	96	36	adaptability	adaptability	NOUN
assc-56407	96	37	.	.	PUNCT
assc-56407	96	38	”	"	PUNCT
assc-56407	97	1	for	for	ADP
assc-56407	97	2	example	example	NOUN
assc-56407	97	3	,	,	PUNCT
assc-56407	97	4	a	a	DET
assc-56407	97	5	certain	certain	ADJ
assc-56407	97	6	school	school	NOUN
assc-56407	97	7	adopted	adopt	VERB
assc-56407	97	8	the	the	DET
assc-56407	97	9	“	"	PUNCT
assc-56407	97	10	behavioral	behavioral	ADJ
assc-56407	97	11	event	event	NOUN
assc-56407	97	12	interview	interview	NOUN
assc-56407	97	13	method	method	NOUN
assc-56407	97	14	”	"	PUNCT
assc-56407	97	15	(	(	PUNCT
assc-56407	97	16	bei	bei	NOUN
assc-56407	97	17	)	)	PUNCT
assc-56407	97	18	and	and	CCONJ
assc-56407	97	19	found	find	VERB
assc-56407	97	20	that	that	SCONJ
assc-56407	97	21	the	the	DET
assc-56407	97	22	performance	performance	NOUN
assc-56407	97	23	of	of	ADP
assc-56407	97	24	“	"	PUNCT
assc-56407	97	25	highly	highly	ADV
assc-56407	97	26	matched	matched	ADJ
assc-56407	97	27	”	"	PUNCT
assc-56407	97	28	candidates	candidate	NOUN
assc-56407	97	29	recommended	recommend	VERB
assc-56407	97	30	by	by	ADP
assc-56407	97	31	the	the	DET
assc-56407	97	32	model	model	NOUN
assc-56407	97	33	in	in	ADP
assc-56407	97	34	real	real	ADJ
assc-56407	97	35	work	work	NOUN
assc-56407	97	36	scenarios	scenario	NOUN
assc-56407	97	37	was	be	AUX
assc-56407	97	38	consistent	consistent	ADJ
assc-56407	97	39	with	with	ADP
assc-56407	97	40	the	the	DET
assc-56407	97	41	predicted	predict	VERB
assc-56407	97	42	values	value	NOUN
assc-56407	97	43	at	at	ADP
assc-56407	97	44	a	a	DET
assc-56407	97	45	rate	rate	NOUN
assc-56407	97	46	of	of	ADP
assc-56407	97	47	87	87	NUM
assc-56407	97	48	%	%	NOUN
assc-56407	97	49	.	.	PUNCT
assc-56407	98	1	training	training	NOUN
assc-56407	98	2	reinforcement	reinforcement	NOUN
assc-56407	98	3	:	:	PUNCT
assc-56407	98	4	develop	develop	VERB
assc-56407	98	5	a	a	DET
assc-56407	98	6	“	"	PUNCT
assc-56407	98	7	job	job	NOUN
assc-56407	98	8	competency	competency	NOUN
assc-56407	98	9	gap	gap	NOUN
assc-56407	98	10	diagnosis	diagnosis	NOUN
assc-56407	98	11	system	system	NOUN
assc-56407	98	12	”	"	PUNCT
assc-56407	98	13	to	to	PART
assc-56407	98	14	generate	generate	VERB
assc-56407	98	15	personalized	personalized	ADJ
assc-56407	98	16	training	training	NOUN
assc-56407	98	17	plans	plan	NOUN
assc-56407	98	18	for	for	ADP
assc-56407	98	19	newly	newly	ADV
assc-56407	98	20	hired	hire	VERB
assc-56407	98	21	counselors	counselor	NOUN
assc-56407	98	22	.	.	PUNCT
assc-56407	99	1	for	for	ADP
assc-56407	99	2	example	example	NOUN
assc-56407	99	3	,	,	PUNCT
assc-56407	99	4	a	a	DET
assc-56407	99	5	certain	certain	ADJ
assc-56407	99	6	school	school	NOUN
assc-56407	99	7	identified	identify	VERB
assc-56407	99	8	that	that	SCONJ
assc-56407	99	9	35	35	NUM
assc-56407	99	10	%	%	NOUN
assc-56407	99	11	of	of	ADP
assc-56407	99	12	new	new	ADJ
assc-56407	99	13	counselors	counselor	NOUN
assc-56407	99	14	lacked	lack	VERB
assc-56407	99	15	“	"	PUNCT
assc-56407	99	16	online	online	ADJ
assc-56407	99	17	ideological	ideological	ADJ
assc-56407	99	18	and	and	CCONJ
assc-56407	99	19	political	political	ADJ
assc-56407	99	20	education	education	NOUN
assc-56407	99	21	capabilities	capability	NOUN
assc-56407	99	22	”	"	PUNCT
assc-56407	99	23	through	through	ADP
assc-56407	99	24	the	the	DET
assc-56407	99	25	model	model	NOUN
assc-56407	99	26	,	,	PUNCT
assc-56407	99	27	and	and	CCONJ
assc-56407	99	28	designed	design	VERB
assc-56407	99	29	specialized	specialized	ADJ
assc-56407	99	30	courses	course	NOUN
assc-56407	99	31	such	such	ADJ
assc-56407	99	32	as	as	ADP
assc-56407	99	33	short	short	ADJ
assc-56407	99	34	video	video	NOUN
assc-56407	99	35	production	production	NOUN
assc-56407	99	36	and	and	CCONJ
assc-56407	99	37	public	public	ADJ
assc-56407	99	38	opinion	opinion	NOUN
assc-56407	99	39	response	response	NOUN
assc-56407	99	40	based	base	VERB
assc-56407	99	41	on	on	ADP
assc-56407	99	42	this	this	DET
assc-56407	99	43	finding	finding	NOUN
assc-56407	99	44	.	.	PUNCT
assc-56407	100	1	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	PROPN
assc-56407	100	2	advances	advance	VERB
assc-56407	100	3	in	in	ADP
assc-56407	100	4	social	social	ADJ
assc-56407	100	5	science	science	NOUN
assc-56407	100	6	and	and	CCONJ
assc-56407	100	7	culture	culture	NOUN
assc-56407	100	8	vol	vol	NOUN
assc-56407	100	9	.	.	PROPN
assc-56407	101	1	7	7	NUM
assc-56407	102	1	no	no	NOUN
assc-56407	102	2	.	.	NOUN
assc-56407	102	3	4	4	NUM
assc-56407	102	4	,	,	PUNCT
assc-56407	102	5	2025	2025	NUM
assc-56407	102	6	published	publish	VERB
assc-56407	102	7	by	by	ADP
assc-56407	102	8	scholink	scholink	PROPN
assc-56407	102	9	inc	inc	PROPN
assc-56407	102	10	.	.	PROPN
assc-56407	102	11	133	133	NUM
assc-56407	102	12	establish	establish	VERB
assc-56407	102	13	a	a	DET
assc-56407	102	14	“	"	PUNCT
assc-56407	102	15	mentor	mentor	NOUN
assc-56407	102	16	-	-	PUNCT
assc-56407	102	17	project	project	NOUN
assc-56407	102	18	”	"	PUNCT
assc-56407	102	19	training	training	NOUN
assc-56407	102	20	model	model	NOUN
assc-56407	102	21	,	,	PUNCT
assc-56407	102	22	pairing	pair	VERB
assc-56407	102	23	experienced	experienced	ADJ
assc-56407	102	24	counselors	counselor	NOUN
assc-56407	102	25	with	with	ADP
assc-56407	102	26	new	new	ADJ
assc-56407	102	27	hires	hire	NOUN
assc-56407	102	28	to	to	PART
assc-56407	102	29	jointly	jointly	ADV
assc-56407	102	30	complete	complete	VERB
assc-56407	102	31	practical	practical	ADJ
assc-56407	102	32	projects	project	NOUN
assc-56407	102	33	such	such	ADJ
assc-56407	102	34	as	as	ADP
assc-56407	102	35	student	student	NOUN
assc-56407	102	36	crisis	crisis	NOUN
assc-56407	102	37	intervention	intervention	NOUN
assc-56407	102	38	and	and	CCONJ
assc-56407	102	39	career	career	NOUN
assc-56407	102	40	guidance	guidance	NOUN
assc-56407	102	41	.	.	PUNCT
assc-56407	103	1	in	in	ADP
assc-56407	103	2	a	a	DET
assc-56407	103	3	certain	certain	ADJ
assc-56407	103	4	school	school	NOUN
assc-56407	103	5	's	's	PART
assc-56407	103	6	“	"	PUNCT
assc-56407	103	7	freshman	freshman	NOUN
assc-56407	103	8	adaptation	adaptation	NOUN
assc-56407	103	9	period	period	NOUN
assc-56407	103	10	counseling	counseling	NOUN
assc-56407	103	11	project	project	NOUN
assc-56407	103	12	,	,	PUNCT
assc-56407	103	13	”	"	PUNCT
assc-56407	103	14	the	the	DET
assc-56407	103	15	student	student	NOUN
assc-56407	103	16	satisfaction	satisfaction	NOUN
assc-56407	103	17	rate	rate	NOUN
assc-56407	103	18	for	for	ADP
assc-56407	103	19	mentor	mentor	NOUN
assc-56407	103	20	-	-	PUNCT
assc-56407	103	21	new	new	ADJ
assc-56407	103	22	counselor	counselor	NOUN
assc-56407	103	23	pairs	pair	NOUN
assc-56407	103	24	reached	reach	VERB
assc-56407	103	25	92	92	NUM
assc-56407	103	26	%	%	NOUN
assc-56407	103	27	,	,	PUNCT
assc-56407	103	28	far	far	ADV
assc-56407	103	29	exceeding	exceed	VERB
assc-56407	103	30	that	that	PRON
assc-56407	103	31	of	of	ADP
assc-56407	103	32	individual	individual	ADJ
assc-56407	103	33	workgroups	workgroup	NOUN
assc-56407	103	34	.	.	PUNCT
assc-56407	104	1	career	career	NOUN
assc-56407	104	2	development	development	NOUN
assc-56407	104	3	:	:	PUNCT
assc-56407	104	4	design	design	VERB
assc-56407	104	5	a	a	DET
assc-56407	104	6	“	"	PUNCT
assc-56407	104	7	dual	dual	ADJ
assc-56407	104	8	-	-	PUNCT
assc-56407	104	9	track	track	NOUN
assc-56407	104	10	promotion	promotion	NOUN
assc-56407	104	11	pathway	pathway	NOUN
assc-56407	104	12	”	"	PUNCT
assc-56407	104	13	distinguishing	distinguish	VERB
assc-56407	104	14	between	between	ADP
assc-56407	104	15	management	management	NOUN
assc-56407	104	16	sequences	sequence	NOUN
assc-56407	104	17	(	(	PUNCT
assc-56407	104	18	e.g.	e.g.	ADV
assc-56407	104	19	,	,	PUNCT
assc-56407	104	20	student	student	NOUN
assc-56407	104	21	affairs	affairs	PROPN
assc-56407	104	22	office	office	NOUN
assc-56407	104	23	director	director	NOUN
assc-56407	104	24	)	)	PUNCT
assc-56407	104	25	and	and	CCONJ
assc-56407	104	26	professional	professional	ADJ
assc-56407	104	27	sequences	sequence	NOUN
assc-56407	104	28	(	(	PUNCT
assc-56407	104	29	e.g.	e.g.	ADV
assc-56407	104	30	,	,	PUNCT
assc-56407	104	31	counselor	counselor	NOUN
assc-56407	104	32	,	,	PUNCT
assc-56407	104	33	career	career	NOUN
assc-56407	104	34	planner	planner	NOUN
assc-56407	104	35	)	)	PUNCT
assc-56407	104	36	.	.	PUNCT
assc-56407	105	1	for	for	ADP
assc-56407	105	2	example	example	NOUN
assc-56407	105	3	,	,	PUNCT
assc-56407	105	4	a	a	DET
assc-56407	105	5	certain	certain	ADJ
assc-56407	105	6	school	school	NOUN
assc-56407	105	7	allows	allow	VERB
assc-56407	105	8	counselors	counselor	NOUN
assc-56407	105	9	to	to	PART
assc-56407	105	10	choose	choose	VERB
assc-56407	105	11	their	their	PRON
assc-56407	105	12	development	development	NOUN
assc-56407	105	13	direction	direction	NOUN
assc-56407	105	14	based	base	VERB
assc-56407	105	15	on	on	ADP
assc-56407	105	16	competency	competency	NOUN
assc-56407	105	17	strengths	strength	NOUN
assc-56407	105	18	assessed	assess	VERB
assc-56407	105	19	by	by	ADP
assc-56407	105	20	a	a	DET
assc-56407	105	21	bp	bp	PROPN
assc-56407	105	22	neural	neural	ADJ
assc-56407	105	23	network	network	NOUN
assc-56407	105	24	,	,	PUNCT
assc-56407	105	25	resulting	result	VERB
assc-56407	105	26	in	in	ADP
assc-56407	105	27	a	a	DET
assc-56407	105	28	significant	significant	ADJ
assc-56407	105	29	increase	increase	NOUN
assc-56407	105	30	in	in	ADP
assc-56407	105	31	the	the	DET
assc-56407	105	32	proportion	proportion	NOUN
assc-56407	105	33	of	of	ADP
assc-56407	105	34	professional	professional	ADJ
assc-56407	105	35	sequence	sequence	NOUN
assc-56407	105	36	counselors	counselor	NOUN
assc-56407	105	37	within	within	ADP
assc-56407	105	38	three	three	NUM
assc-56407	105	39	years	year	NOUN
assc-56407	105	40	.	.	PUNCT
assc-56407	106	1	4.4	4.4	NUM
assc-56407	106	2	promoting	promote	VERB
assc-56407	106	3	the	the	DET
assc-56407	106	4	integration	integration	NOUN
assc-56407	106	5	of	of	ADP
assc-56407	106	6	organizational	organizational	ADJ
assc-56407	106	7	culture	culture	NOUN
assc-56407	106	8	and	and	CCONJ
assc-56407	106	9	technical	technical	ADJ
assc-56407	106	10	support	support	NOUN
assc-56407	106	11	private	private	ADJ
assc-56407	106	12	universities	university	NOUN
assc-56407	106	13	need	need	VERB
assc-56407	106	14	to	to	PART
assc-56407	106	15	foster	foster	VERB
assc-56407	106	16	a	a	DET
assc-56407	106	17	“	"	PUNCT
assc-56407	106	18	data	data	NOUN
assc-56407	106	19	-	-	PUNCT
assc-56407	106	20	driven	drive	VERB
assc-56407	106	21	decision	decision	NOUN
assc-56407	106	22	-	-	PUNCT
assc-56407	106	23	making	making	NOUN
assc-56407	106	24	”	"	PUNCT
assc-56407	106	25	culture	culture	NOUN
assc-56407	106	26	at	at	ADP
assc-56407	106	27	the	the	DET
assc-56407	106	28	organizational	organizational	ADJ
assc-56407	106	29	level	level	NOUN
assc-56407	106	30	and	and	CCONJ
assc-56407	106	31	strengthen	strengthen	VERB
assc-56407	106	32	their	their	PRON
assc-56407	106	33	technical	technical	ADJ
assc-56407	106	34	infrastructure	infrastructure	NOUN
assc-56407	106	35	.	.	PUNCT
assc-56407	107	1	cultural	cultural	ADJ
assc-56407	107	2	transformation	transformation	NOUN
assc-56407	107	3	:	:	PUNCT
assc-56407	107	4	conduct	conduct	NOUN
assc-56407	107	5	“	"	PUNCT
assc-56407	107	6	data	datum	NOUN
assc-56407	107	7	literacy	literacy	NOUN
assc-56407	107	8	training	training	NOUN
assc-56407	107	9	”	"	PUNCT
assc-56407	107	10	to	to	PART
assc-56407	107	11	enhance	enhance	VERB
assc-56407	107	12	the	the	DET
assc-56407	107	13	hr	hr	PROPN
assc-56407	107	14	department	department	NOUN
assc-56407	107	15	's	's	PART
assc-56407	107	16	understanding	understanding	NOUN
assc-56407	107	17	and	and	CCONJ
assc-56407	107	18	application	application	NOUN
assc-56407	107	19	of	of	ADP
assc-56407	107	20	model	model	NOUN
assc-56407	107	21	results	result	NOUN
assc-56407	107	22	.	.	PUNCT
assc-56407	108	1	technical	technical	ADJ
assc-56407	108	2	support	support	NOUN
assc-56407	108	3	:	:	PUNCT
assc-56407	108	4	deploy	deploy	VERB
assc-56407	108	5	an	an	DET
assc-56407	108	6	“	"	PUNCT
assc-56407	108	7	integrated	integrate	VERB
assc-56407	108	8	recruitment	recruitment	NOUN
assc-56407	108	9	management	management	NOUN
assc-56407	108	10	system	system	NOUN
assc-56407	108	11	”	"	PUNCT
assc-56407	108	12	that	that	PRON
assc-56407	108	13	integrates	integrate	VERB
assc-56407	108	14	resume	resume	NOUN
assc-56407	108	15	parsing	parsing	NOUN
assc-56407	108	16	,	,	PUNCT
assc-56407	108	17	model	model	NOUN
assc-56407	108	18	assessment	assessment	NOUN
assc-56407	108	19	,	,	PUNCT
assc-56407	108	20	and	and	CCONJ
assc-56407	108	21	interview	interview	NOUN
assc-56407	108	22	scheduling	scheduling	NOUN
assc-56407	108	23	functions	function	NOUN
assc-56407	108	24	.	.	PUNCT
assc-56407	109	1	for	for	ADP
assc-56407	109	2	example	example	NOUN
assc-56407	109	3	,	,	PUNCT
assc-56407	109	4	a	a	DET
assc-56407	109	5	certain	certain	ADJ
assc-56407	109	6	school	school	NOUN
assc-56407	109	7	's	's	PART
assc-56407	109	8	system	system	NOUN
assc-56407	109	9	has	have	AUX
assc-56407	109	10	achieved	achieve	VERB
assc-56407	109	11	full	full	ADJ
assc-56407	109	12	process	process	NOUN
assc-56407	109	13	automation	automation	NOUN
assc-56407	109	14	from	from	ADP
assc-56407	109	15	resume	resume	NOUN
assc-56407	109	16	submission	submission	NOUN
assc-56407	109	17	to	to	ADP
assc-56407	109	18	hiring	hire	VERB
assc-56407	109	19	decisions	decision	NOUN
assc-56407	109	20	,	,	PUNCT
assc-56407	109	21	reducing	reduce	VERB
assc-56407	109	22	the	the	DET
assc-56407	109	23	recruitment	recruitment	NOUN
assc-56407	109	24	cycle	cycle	NOUN
assc-56407	109	25	by	by	ADP
assc-56407	109	26	40	40	NUM
assc-56407	109	27	%	%	NOUN
assc-56407	109	28	.	.	PUNCT
assc-56407	110	1	explore	explore	VERB
assc-56407	110	2	“	"	PUNCT
assc-56407	110	3	ai+recruitment	ai+recruitment	NOUN
assc-56407	110	4	”	"	PUNCT
assc-56407	110	5	applications	application	NOUN
assc-56407	110	6	to	to	PART
assc-56407	110	7	ensure	ensure	VERB
assc-56407	110	8	the	the	DET
assc-56407	110	9	security	security	NOUN
assc-56407	110	10	and	and	CCONJ
assc-56407	110	11	traceability	traceability	NOUN
assc-56407	110	12	of	of	ADP
assc-56407	110	13	applicant	applicant	ADJ
assc-56407	110	14	data	datum	NOUN
assc-56407	110	15	.	.	PUNCT
assc-56407	111	1	for	for	ADP
assc-56407	111	2	example	example	NOUN
assc-56407	111	3	,	,	PUNCT
assc-56407	111	4	a	a	DET
assc-56407	111	5	certain	certain	ADJ
assc-56407	111	6	school	school	NOUN
assc-56407	111	7	has	have	AUX
assc-56407	111	8	piloted	pilot	VERB
assc-56407	111	9	the	the	DET
assc-56407	111	10	use	use	NOUN
assc-56407	111	11	of	of	ADP
assc-56407	111	12	blockchain	blockchain	PROPN
assc-56407	111	13	technology	technology	PROPN
assc-56407	111	14	for	for	ADP
assc-56407	111	15	academic	academic	ADJ
assc-56407	111	16	credentials	credential	NOUN
assc-56407	111	17	and	and	CCONJ
assc-56407	111	18	practical	practical	ADJ
assc-56407	111	19	experience	experience	NOUN
assc-56407	111	20	verification	verification	NOUN
assc-56407	111	21	to	to	PART
assc-56407	111	22	prevent	prevent	VERB
assc-56407	111	23	data	datum	NOUN
assc-56407	111	24	tampering	tampering	NOUN
assc-56407	111	25	and	and	CCONJ
assc-56407	111	26	enhance	enhance	VERB
assc-56407	111	27	recruitment	recruitment	NOUN
assc-56407	111	28	credibility	credibility	NOUN
assc-56407	111	29	.	.	PUNCT
assc-56407	112	1	5	5	X
assc-56407	112	2	.	.	X
assc-56407	112	3	conclusion	conclusion	NOUN
assc-56407	112	4	this	this	DET
assc-56407	112	5	paper	paper	NOUN
assc-56407	112	6	constructs	construct	VERB
assc-56407	112	7	a	a	DET
assc-56407	112	8	position	position	NOUN
assc-56407	112	9	-	-	PUNCT
assc-56407	112	10	to	to	ADP
assc-56407	112	11	-	-	PUNCT
assc-56407	112	12	person	person	NOUN
assc-56407	112	13	matching	matching	NOUN
assc-56407	112	14	model	model	NOUN
assc-56407	112	15	for	for	ADP
assc-56407	112	16	counselor	counselor	NOUN
assc-56407	112	17	positions	position	NOUN
assc-56407	112	18	at	at	ADP
assc-56407	112	19	private	private	ADJ
assc-56407	112	20	universities	university	NOUN
assc-56407	112	21	based	base	VERB
assc-56407	112	22	on	on	ADP
assc-56407	112	23	a	a	DET
assc-56407	112	24	bp	bp	PROPN
assc-56407	112	25	neural	neural	ADJ
assc-56407	112	26	network	network	NOUN
assc-56407	112	27	.	.	PUNCT
assc-56407	113	1	through	through	ADP
assc-56407	113	2	multi	multi	ADJ
assc-56407	113	3	-	-	ADJ
assc-56407	113	4	dimensional	dimensional	ADJ
assc-56407	113	5	indicator	indicator	NOUN
assc-56407	113	6	analysis	analysis	NOUN
assc-56407	113	7	and	and	CCONJ
assc-56407	113	8	non	non	ADJ
assc-56407	113	9	-	-	ADJ
assc-56407	113	10	linear	linear	ADJ
assc-56407	113	11	mapping	mapping	NOUN
assc-56407	113	12	,	,	PUNCT
assc-56407	113	13	it	it	PRON
assc-56407	113	14	achieves	achieve	VERB
assc-56407	113	15	an	an	DET
assc-56407	113	16	accurate	accurate	ADJ
assc-56407	113	17	evaluation	evaluation	NOUN
assc-56407	113	18	of	of	ADP
assc-56407	113	19	counselor	counselor	NOUN
assc-56407	113	20	position	position	NOUN
assc-56407	113	21	matching	matching	NOUN
assc-56407	113	22	.	.	PUNCT
assc-56407	114	1	empirical	empirical	ADJ
assc-56407	114	2	validation	validation	NOUN
assc-56407	114	3	demonstrates	demonstrate	VERB
assc-56407	114	4	that	that	SCONJ
assc-56407	114	5	this	this	DET
assc-56407	114	6	model	model	NOUN
assc-56407	114	7	has	have	VERB
assc-56407	114	8	higher	high	ADJ
assc-56407	114	9	precision	precision	NOUN
assc-56407	114	10	and	and	CCONJ
assc-56407	114	11	reliability	reliability	NOUN
assc-56407	114	12	than	than	ADP
assc-56407	114	13	traditional	traditional	ADJ
assc-56407	114	14	methods	method	NOUN
assc-56407	114	15	,	,	PUNCT
assc-56407	114	16	providing	provide	VERB
assc-56407	114	17	a	a	DET
assc-56407	114	18	scientific	scientific	ADJ
assc-56407	114	19	basis	basis	NOUN
assc-56407	114	20	for	for	ADP
assc-56407	114	21	optimizing	optimize	VERB
assc-56407	114	22	counselor	counselor	NOUN
assc-56407	114	23	team	team	NOUN
assc-56407	114	24	configuration	configuration	NOUN
assc-56407	114	25	at	at	ADP
assc-56407	114	26	private	private	ADJ
assc-56407	114	27	universities	university	NOUN
assc-56407	114	28	.	.	PUNCT
assc-56407	115	1	future	future	ADJ
assc-56407	115	2	research	research	NOUN
assc-56407	115	3	can	can	AUX
assc-56407	115	4	further	far	ADV
assc-56407	115	5	optimize	optimize	VERB
assc-56407	115	6	the	the	DET
assc-56407	115	7	indicator	indicator	NOUN
assc-56407	115	8	system	system	NOUN
assc-56407	115	9	and	and	CCONJ
assc-56407	115	10	explore	explore	VERB
assc-56407	115	11	integration	integration	NOUN
assc-56407	115	12	with	with	ADP
assc-56407	115	13	other	other	ADJ
assc-56407	115	14	algorithms	algorithm	NOUN
assc-56407	115	15	(	(	PUNCT
assc-56407	115	16	such	such	ADJ
assc-56407	115	17	as	as	ADP
assc-56407	115	18	ahp	ahp	NOUN
assc-56407	115	19	)	)	PUNCT
assc-56407	115	20	to	to	PART
assc-56407	115	21	enhance	enhance	VERB
assc-56407	115	22	the	the	DET
assc-56407	115	23	model	model	NOUN
assc-56407	115	24	's	's	PART
assc-56407	115	25	generalization	generalization	NOUN
assc-56407	115	26	capabilities	capability	NOUN
assc-56407	115	27	.	.	PUNCT
assc-56407	116	1	references	reference	NOUN
assc-56407	116	2	gui	gui	PROPN
assc-56407	116	3	,	,	PUNCT
assc-56407	116	4	l.	l.	PROPN
assc-56407	116	5	n.	n.	PROPN
assc-56407	116	6	,	,	PUNCT
assc-56407	116	7	lin	lin	PROPN
assc-56407	116	8	,	,	PUNCT
assc-56407	116	9	j.	j.	PROPN
assc-56407	116	10	n.	n.	PROPN
assc-56407	116	11	,	,	PUNCT
assc-56407	116	12	&	&	CCONJ
assc-56407	116	13	tong	tong	PROPN
assc-56407	116	14	,	,	PUNCT
assc-56407	116	15	q.	q.	PROPN
assc-56407	116	16	l.	l.	PROPN
assc-56407	116	17	(	(	PUNCT
assc-56407	116	18	2025	2025	NUM
assc-56407	116	19	)	)	PUNCT
assc-56407	116	20	.	.	PUNCT
assc-56407	117	1	a	a	DET
assc-56407	117	2	study	study	NOUN
assc-56407	117	3	on	on	ADP
assc-56407	117	4	the	the	DET
assc-56407	117	5	coupling	coupling	NOUN
assc-56407	117	6	and	and	CCONJ
assc-56407	117	7	coordination	coordination	NOUN
assc-56407	117	8	of	of	ADP
assc-56407	117	9	education	education	NOUN
assc-56407	117	10	and	and	CCONJ
assc-56407	117	11	industrial	industrial	ADJ
assc-56407	117	12	structure	structure	NOUN
assc-56407	117	13	in	in	ADP
assc-56407	117	14	fujian	fujian	PROPN
assc-56407	117	15	province	province	NOUN
assc-56407	117	16	based	base	VERB
assc-56407	117	17	on	on	ADP
assc-56407	117	18	a	a	DET
assc-56407	117	19	bp	bp	PROPN
assc-56407	117	20	neural	neural	ADJ
assc-56407	117	21	network	network	NOUN
assc-56407	117	22	.	.	PUNCT
assc-56407	118	1	journal	journal	PROPN
assc-56407	118	2	of	of	ADP
assc-56407	118	3	kaili	kaili	PROPN
assc-56407	118	4	university	university	PROPN
assc-56407	118	5	,	,	PUNCT
assc-56407	118	6	43(03	43(03	PROPN
assc-56407	118	7	)	)	PUNCT
assc-56407	118	8	,	,	PUNCT
assc-56407	118	9	45	45	NUM
assc-56407	118	10	-	-	SYM
assc-56407	118	11	57	57	NUM
assc-56407	118	12	.	.	PUNCT
assc-56407	119	1	guo	guo	PROPN
assc-56407	119	2	,	,	PUNCT
assc-56407	119	3	p.	p.	PROPN
assc-56407	119	4	,	,	PUNCT
assc-56407	119	5	&	&	CCONJ
assc-56407	119	6	wen	wen	PROPN
assc-56407	119	7	,	,	PUNCT
assc-56407	119	8	x.	x.	PROPN
assc-56407	119	9	g.	g.	PROPN
assc-56407	119	10	(	(	PUNCT
assc-56407	119	11	2015	2015	NUM
assc-56407	119	12	)	)	PUNCT
assc-56407	119	13	.	.	PUNCT
assc-56407	120	1	research	research	NOUN
assc-56407	120	2	on	on	ADP
assc-56407	120	3	bot	bot	NOUN
assc-56407	120	4	project	project	NOUN
assc-56407	120	5	risk	risk	NOUN
assc-56407	120	6	assessment	assessment	NOUN
assc-56407	120	7	based	base	VERB
assc-56407	120	8	on	on	ADP
assc-56407	120	9	bp	bp	PROPN
assc-56407	120	10	artificial	artificial	ADJ
assc-56407	120	11	neural	neural	ADJ
assc-56407	120	12	networks	network	NOUN
assc-56407	120	13	.	.	PUNCT
assc-56407	121	1	science	science	NOUN
assc-56407	121	2	and	and	CCONJ
assc-56407	121	3	technology	technology	NOUN
assc-56407	121	4	management	management	NOUN
assc-56407	121	5	research	research	NOUN
assc-56407	121	6	,	,	PUNCT
assc-56407	121	7	35(21	35(21	NUM
assc-56407	121	8	)	)	PUNCT
assc-56407	121	9	,	,	PUNCT
assc-56407	121	10	210	210	NUM
assc-56407	121	11	-	-	SYM
assc-56407	121	12	214	214	NUM
assc-56407	121	13	.	.	PUNCT
assc-56407	122	1	liu	liu	PROPN
assc-56407	122	2	,	,	PUNCT
assc-56407	122	3	z.	z.	PROPN
assc-56407	122	4	(	(	PUNCT
assc-56407	122	5	2019	2019	NUM
assc-56407	122	6	)	)	PUNCT
assc-56407	122	7	.	.	PUNCT
assc-56407	123	1	research	research	NOUN
assc-56407	123	2	and	and	CCONJ
assc-56407	123	3	implementation	implementation	NOUN
assc-56407	123	4	of	of	ADP
assc-56407	123	5	a	a	DET
assc-56407	123	6	precise	precise	ADJ
assc-56407	123	7	matching	matching	NOUN
assc-56407	123	8	system	system	NOUN
assc-56407	123	9	for	for	ADP
assc-56407	123	10	college	college	NOUN
assc-56407	123	11	counselor	counselor	NOUN
assc-56407	123	12	www.scholink.org/ojs/index.php/assc	www.scholink.org/ojs/index.php/assc	NOUN
assc-56407	123	13	advances	advance	NOUN
assc-56407	123	14	in	in	ADP
assc-56407	123	15	social	social	ADJ
assc-56407	123	16	science	science	NOUN
assc-56407	123	17	and	and	CCONJ
assc-56407	123	18	culture	culture	NOUN
assc-56407	123	19	vol	vol	NOUN
assc-56407	123	20	.	.	PROPN
assc-56407	124	1	7	7	NUM
assc-56407	124	2	no	no	NOUN
assc-56407	124	3	.	.	NOUN
assc-56407	124	4	4	4	NUM
assc-56407	124	5	,	,	PUNCT
assc-56407	124	6	2025	2025	NUM
assc-56407	124	7	published	publish	VERB
assc-56407	124	8	by	by	ADP
assc-56407	124	9	scholink	scholink	PROPN
assc-56407	124	10	inc	inc	PROPN
assc-56407	124	11	.	.	PROPN
assc-56407	124	12	134	134	NUM
assc-56407	124	13	positions	position	NOUN
assc-56407	124	14	based	base	VERB
assc-56407	124	15	on	on	ADP
assc-56407	124	16	ahp	ahp	PROPN
assc-56407	124	17	and	and	CCONJ
assc-56407	124	18	bp	bp	PROPN
assc-56407	124	19	neural	neural	ADJ
assc-56407	124	20	networks	network	NOUN
assc-56407	124	21	.	.	PUNCT
assc-56407	125	1	tianjin	tianjin	PROPN
assc-56407	125	2	normal	normal	PROPN
assc-56407	125	3	university	university	PROPN
assc-56407	125	4	.	.	PUNCT
assc-56407	126	1	shi	shi	PROPN
assc-56407	126	2	,	,	PUNCT
assc-56407	126	3	y.	y.	PROPN
assc-56407	126	4	y.	y.	PROPN
assc-56407	126	5	,	,	PUNCT
assc-56407	126	6	peng	peng	PROPN
assc-56407	126	7	,	,	PUNCT
assc-56407	126	8	l.	l.	PROPN
assc-56407	126	9	l.	l.	PROPN
assc-56407	126	10	,	,	PUNCT
assc-56407	126	11	&	&	CCONJ
assc-56407	126	12	liu	liu	PROPN
assc-56407	126	13	,	,	PUNCT
assc-56407	126	14	t.	t.	PROPN
assc-56407	126	15	y.	y.	PROPN
assc-56407	126	16	(	(	PUNCT
assc-56407	126	17	2025	2025	NUM
assc-56407	126	18	)	)	PUNCT
assc-56407	126	19	.	.	PUNCT
assc-56407	127	1	research	research	NOUN
assc-56407	127	2	on	on	ADP
assc-56407	127	3	issues	issue	NOUN
assc-56407	127	4	and	and	CCONJ
assc-56407	127	5	optimization	optimization	NOUN
assc-56407	127	6	pathways	pathway	NOUN
assc-56407	127	7	for	for	ADP
assc-56407	127	8	the	the	DET
assc-56407	127	9	construction	construction	NOUN
assc-56407	127	10	of	of	ADP
assc-56407	127	11	counselor	counselor	NOUN
assc-56407	127	12	teams	team	NOUN
assc-56407	127	13	in	in	ADP
assc-56407	127	14	private	private	ADJ
assc-56407	127	15	universities	university	NOUN
assc-56407	127	16	in	in	ADP
assc-56407	127	17	the	the	DET
assc-56407	127	18	new	new	ADJ
assc-56407	127	19	era	era	NOUN
assc-56407	127	20	.	.	PUNCT
assc-56407	128	1	science	science	NOUN
assc-56407	128	2	,	,	PUNCT
assc-56407	128	3	education	education	NOUN
assc-56407	128	4	,	,	PUNCT
assc-56407	128	5	and	and	CCONJ
assc-56407	128	6	culture	culture	NOUN
assc-56407	128	7	,	,	PUNCT
assc-56407	128	8	(	(	PUNCT
assc-56407	128	9	10	10	NUM
assc-56407	128	10	)	)	PUNCT
assc-56407	128	11	,	,	PUNCT
assc-56407	128	12	32	32	NUM
assc-56407	128	13	-	-	SYM
assc-56407	128	14	35	35	NUM
assc-56407	128	15	.	.	PUNCT
assc-56407	129	1	zhang	zhang	PROPN
assc-56407	129	2	,	,	PUNCT
assc-56407	129	3	z.	z.	PROPN
assc-56407	129	4	g.	g.	PROPN
assc-56407	129	5	,	,	PUNCT
assc-56407	129	6	xie	xie	PROPN
assc-56407	129	7	,	,	PUNCT
assc-56407	129	8	m.	m.	NOUN
assc-56407	129	9	x.	x.	PROPN
assc-56407	129	10	,	,	PUNCT
assc-56407	129	11	&	&	CCONJ
assc-56407	129	12	lin	lin	PROPN
assc-56407	129	13	,	,	PUNCT
assc-56407	129	14	d.	d.	PROPN
assc-56407	129	15	(	(	PUNCT
assc-56407	129	16	2020	2020	NUM
assc-56407	129	17	)	)	PUNCT
assc-56407	129	18	.	.	PUNCT
assc-56407	130	1	a	a	DET
assc-56407	130	2	performance	performance	NOUN
assc-56407	130	3	evaluation	evaluation	NOUN
assc-56407	130	4	system	system	NOUN
assc-56407	130	5	for	for	ADP
assc-56407	130	6	china	china	PROPN
assc-56407	130	7	's	's	PART
assc-56407	130	8	manufacturing	manufacturing	NOUN
assc-56407	130	9	enterprises	enterprise	NOUN
assc-56407	130	10	based	base	VERB
assc-56407	130	11	on	on	ADP
assc-56407	130	12	bp	bp	PROPN
assc-56407	130	13	neural	neural	ADJ
assc-56407	130	14	networks	network	NOUN
assc-56407	130	15	:	:	PUNCT
assc-56407	130	16	a	a	DET
assc-56407	130	17	case	case	NOUN
assc-56407	130	18	study	study	NOUN
assc-56407	130	19	of	of	ADP
assc-56407	130	20	listed	list	VERB
assc-56407	130	21	white	white	ADJ
assc-56407	130	22	goods	good	NOUN
assc-56407	130	23	manufacturing	manufacturing	NOUN
assc-56407	130	24	enterprises	enterprise	NOUN
assc-56407	130	25	.	.	PUNCT
assc-56407	131	1	science	science	NOUN
assc-56407	131	2	and	and	CCONJ
assc-56407	131	3	technology	technology	NOUN
assc-56407	131	4	management	management	NOUN
assc-56407	131	5	research	research	NOUN
assc-56407	131	6	,	,	PUNCT
assc-56407	131	7	40(15	40(15	PROPN
assc-56407	131	8	)	)	PUNCT
assc-56407	131	9	,	,	PUNCT
assc-56407	131	10	217	217	NUM
assc-56407	131	11	-	-	SYM
assc-56407	131	12	223	223	NUM
assc-56407	131	13	.	.	PUNCT
assc-56407	132	1	zhuo	zhuo	PROPN
assc-56407	132	2	,	,	PUNCT
assc-56407	132	3	f.	f.	PROPN
assc-56407	132	4	(	(	PUNCT
assc-56407	132	5	2024	2024	NUM
assc-56407	132	6	)	)	PUNCT
assc-56407	132	7	.	.	PUNCT
assc-56407	133	1	research	research	NOUN
assc-56407	133	2	on	on	ADP
assc-56407	133	3	kpi	kpi	ADJ
assc-56407	133	4	performance	performance	NOUN
assc-56407	133	5	evaluation	evaluation	NOUN
assc-56407	133	6	of	of	ADP
assc-56407	133	7	counselors	counselor	NOUN
assc-56407	133	8	in	in	ADP
assc-56407	133	9	private	private	ADJ
assc-56407	133	10	universities	university	NOUN
assc-56407	133	11	in	in	ADP
assc-56407	133	12	sichuan	sichuan	PROPN
assc-56407	133	13	incorporating	incorporate	VERB
assc-56407	133	14	okr	okr	VERB
assc-56407	133	15	concepts	concept	NOUN
assc-56407	133	16	.	.	PUNCT
assc-56407	134	1	sichuan	sichuan	PROPN
assc-56407	134	2	normal	normal	ADJ
assc-56407	134	3	university	university	NOUN
assc-56407	134	4	.	.	PUNCT