id	sid	tid	token	lemma	pos
cana-6308	1	1	ai	ai	VERB
cana-6308	1	2	-	-	PUNCT
cana-6308	1	3	based	base	VERB
cana-6308	1	4	human	human	ADJ
cana-6308	1	5	resource	resource	NOUN
cana-6308	1	6	management	management	NOUN
cana-6308	1	7	tools	tool	NOUN
cana-6308	1	8	and	and	CCONJ
cana-6308	1	9	techniques	technique	NOUN
cana-6308	1	10	;	;	PUNCT
cana-6308	1	11	a	a	DET
cana-6308	1	12	systematic	systematic	ADJ
cana-6308	1	13	literature	literature	NOUN
cana-6308	1	14	review	review	NOUN
cana-6308	1	15	communications	communication	NOUN
cana-6308	1	16	on	on	ADP
cana-6308	1	17	applied	apply	VERB
cana-6308	1	18	nonlinear	nonlinear	ADJ
cana-6308	1	19	analysis	analysis	NOUN
cana-6308	1	20	issn	issn	NOUN
cana-6308	1	21	:	:	PUNCT
cana-6308	1	22	1074	1074	NUM
cana-6308	1	23	-	-	PUNCT
cana-6308	1	24	133x	133x	NUM
cana-6308	1	25	vol	vol	NOUN
cana-6308	1	26	32	32	NUM
cana-6308	2	1	no	no	NOUN
cana-6308	2	2	.	.	PUNCT
cana-6308	3	1	1s	1s	NUM
cana-6308	3	2	(	(	PUNCT
cana-6308	3	3	2025	2025	NUM
cana-6308	3	4	)	)	PUNCT
cana-6308	3	5	737	737	NUM
cana-6308	3	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	3	7	a	a	DET
cana-6308	3	8	machine	machine	NOUN
cana-6308	3	9	learning	learn	VERB
cana-6308	3	10	framework	framework	NOUN
cana-6308	3	11	for	for	ADP
cana-6308	3	12	ai	ai	PROPN
cana-6308	3	13	based	base	VERB
cana-6308	3	14	human	human	ADJ
cana-6308	3	15	resource	resource	NOUN
cana-6308	3	16	design	design	NOUN
cana-6308	3	17	niharika	niharika	NOUN
cana-6308	3	18	singh	singh	PROPN
cana-6308	3	19	#	#	SYM
cana-6308	3	20	,	,	PUNCT
cana-6308	3	21	dr	dr	PROPN
cana-6308	3	22	sudeshna	sudeshna	VERB
cana-6308	3	23	chakraborty	chakraborty	NOUN
cana-6308	3	24	*	*	PUNCT
cana-6308	3	25	#	#	NOUN
cana-6308	3	26	research	research	NOUN
cana-6308	3	27	scholar	scholar	NOUN
cana-6308	3	28	,	,	PUNCT
cana-6308	3	29	department	department	NOUN
cana-6308	3	30	of	of	ADP
cana-6308	3	31	computer	computer	NOUN
cana-6308	3	32	science	science	NOUN
cana-6308	3	33	,	,	PUNCT
cana-6308	3	34	shri	shri	PROPN
cana-6308	3	35	venkateshwara	venkateshwara	PROPN
cana-6308	3	36	university	university	NOUN
cana-6308	3	37	gajraula	gajraula	NOUN
cana-6308	3	38	up	up	ADP
cana-6308	3	39	.	.	PUNCT
cana-6308	4	1	india	india	PROPN
cana-6308	4	2	email	email	NOUN
cana-6308	4	3	:	:	PUNCT
cana-6308	4	4	niharika_singh14@yahoo.co.in	niharika_singh14@yahoo.co.in	X
cana-6308	4	5	*	*	PUNCT
cana-6308	4	6	research	research	NOUN
cana-6308	4	7	supervisor	supervisor	NOUN
cana-6308	4	8	,	,	PUNCT
cana-6308	4	9	department	department	NOUN
cana-6308	4	10	of	of	ADP
cana-6308	4	11	computer	computer	NOUN
cana-6308	4	12	science	science	NOUN
cana-6308	4	13	shri	shri	PROPN
cana-6308	4	14	venkateshwara	venkateshwara	PROPN
cana-6308	4	15	university	university	PROPN
cana-6308	4	16	,	,	PUNCT
cana-6308	4	17	gajraula	gajraula	NOUN
cana-6308	4	18	up	up	ADP
cana-6308	4	19	.	.	PUNCT
cana-6308	5	1	india	india	PROPN
cana-6308	5	2	.	.	PUNCT
cana-6308	5	3	email	email	NOUN
cana-6308	5	4	:	:	PUNCT
cana-6308	5	5	sudeshna2529@gmail.com	sudeshna2529@gmail.com	X
cana-6308	5	6	article	article	NOUN
cana-6308	5	7	history	history	NOUN
cana-6308	5	8	:	:	PUNCT
cana-6308	5	9	received	receive	VERB
cana-6308	5	10	:	:	PUNCT
cana-6308	5	11	04	04	NUM
cana-6308	5	12	-	-	PUNCT
cana-6308	5	13	01	01	NUM
cana-6308	5	14	-	-	PUNCT
cana-6308	5	15	2025	2025	NUM
cana-6308	5	16	revised	revise	VERB
cana-6308	5	17	:	:	PUNCT
cana-6308	5	18	23	23	NUM
cana-6308	5	19	-	-	SYM
cana-6308	5	20	01	01	NUM
cana-6308	5	21	-	-	PUNCT
cana-6308	5	22	2025	2025	NUM
cana-6308	5	23	accepted	accept	VERB
cana-6308	5	24	:	:	PUNCT
cana-6308	5	25	26	26	NUM
cana-6308	5	26	-	-	PUNCT
cana-6308	5	27	02	02	NUM
cana-6308	5	28	-	-	PUNCT
cana-6308	5	29	2025	2025	NUM
cana-6308	5	30	abstract	abstract	NOUN
cana-6308	5	31	:	:	PUNCT
cana-6308	6	1	artificial	artificial	ADJ
cana-6308	6	2	intelligence	intelligence	NOUN
cana-6308	6	3	(	(	PUNCT
cana-6308	6	4	ai	ai	NOUN
cana-6308	6	5	)	)	PUNCT
cana-6308	6	6	and	and	CCONJ
cana-6308	6	7	machine	machine	NOUN
cana-6308	6	8	learning	learning	NOUN
cana-6308	6	9	have	have	AUX
cana-6308	6	10	been	be	AUX
cana-6308	6	11	the	the	DET
cana-6308	6	12	main	main	ADJ
cana-6308	6	13	pillars	pillar	NOUN
cana-6308	6	14	of	of	ADP
cana-6308	6	15	strong	strong	ADJ
cana-6308	6	16	organisational	organisational	ADJ
cana-6308	6	17	growth	growth	NOUN
cana-6308	6	18	in	in	ADP
cana-6308	6	19	recent	recent	ADJ
cana-6308	6	20	years	year	NOUN
cana-6308	6	21	.	.	PUNCT
cana-6308	7	1	companies	company	NOUN
cana-6308	7	2	of	of	ADP
cana-6308	7	3	all	all	DET
cana-6308	7	4	sizes	size	NOUN
cana-6308	7	5	,	,	PUNCT
cana-6308	7	6	from	from	ADP
cana-6308	7	7	startups	startup	NOUN
cana-6308	7	8	to	to	ADP
cana-6308	7	9	industry	industry	NOUN
cana-6308	7	10	giants	giant	NOUN
cana-6308	7	11	,	,	PUNCT
cana-6308	7	12	are	be	AUX
cana-6308	7	13	integrating	integrate	VERB
cana-6308	7	14	the	the	DET
cana-6308	7	15	foundation	foundation	NOUN
cana-6308	7	16	of	of	ADP
cana-6308	7	17	these	these	DET
cana-6308	7	18	two	two	NUM
cana-6308	7	19	technologies	technology	NOUN
cana-6308	7	20	into	into	ADP
cana-6308	7	21	their	their	PRON
cana-6308	7	22	growth	growth	NOUN
cana-6308	7	23	plans	plan	NOUN
cana-6308	7	24	.	.	PUNCT
cana-6308	8	1	this	this	DET
cana-6308	8	2	study	study	NOUN
cana-6308	8	3	proposes	propose	VERB
cana-6308	8	4	a	a	DET
cana-6308	8	5	comprehensive	comprehensive	ADJ
cana-6308	8	6	framework	framework	NOUN
cana-6308	8	7	for	for	ADP
cana-6308	8	8	using	use	VERB
cana-6308	8	9	artificial	artificial	ADJ
cana-6308	8	10	intelligence	intelligence	NOUN
cana-6308	8	11	(	(	PUNCT
cana-6308	8	12	ai	ai	NOUN
cana-6308	8	13	)	)	PUNCT
cana-6308	8	14	technology	technology	NOUN
cana-6308	8	15	to	to	ADP
cana-6308	8	16	human	human	ADJ
cana-6308	8	17	resource	resource	NOUN
cana-6308	8	18	management	management	NOUN
cana-6308	8	19	(	(	PUNCT
cana-6308	8	20	hrm	hrm	PROPN
cana-6308	8	21	,	,	PUNCT
cana-6308	8	22	and	and	CCONJ
cana-6308	8	23	human	human	ADJ
cana-6308	8	24	resource	resource	NOUN
cana-6308	8	25	strategy	strategy	NOUN
cana-6308	8	26	and	and	CCONJ
cana-6308	8	27	planning	planning	NOUN
cana-6308	8	28	are	be	AUX
cana-6308	8	29	the	the	DET
cana-6308	8	30	six	six	NUM
cana-6308	8	31	core	core	NOUN
cana-6308	8	32	facets	facet	NOUN
cana-6308	8	33	of	of	ADP
cana-6308	8	34	human	human	ADJ
cana-6308	8	35	resource	resource	NOUN
cana-6308	8	36	management	management	NOUN
cana-6308	8	37	.	.	PUNCT
cana-6308	9	1	it	it	PRON
cana-6308	9	2	then	then	ADV
cana-6308	9	3	integrates	integrate	VERB
cana-6308	9	4	with	with	ADP
cana-6308	9	5	its	its	PRON
cana-6308	9	6	potential	potential	ADJ
cana-6308	9	7	corresponding	correspond	VERB
cana-6308	9	8	ai	ai	PROPN
cana-6308	9	9	technology	technology	NOUN
cana-6308	9	10	application	application	NOUN
cana-6308	9	11	.	.	PUNCT
cana-6308	10	1	this	this	DET
cana-6308	10	2	conceptual	conceptual	ADJ
cana-6308	10	3	model	model	NOUN
cana-6308	10	4	of	of	ADP
cana-6308	10	5	ai	ai	PROPN
cana-6308	10	6	-	-	PUNCT
cana-6308	10	7	hrm	hrm	PROPN
cana-6308	10	8	proposes	propose	VERB
cana-6308	10	9	and	and	CCONJ
cana-6308	10	10	directs	direct	VERB
cana-6308	10	11	the	the	DET
cana-6308	10	12	development	development	NOUN
cana-6308	10	13	of	of	ADP
cana-6308	10	14	ai	ai	NOUN
cana-6308	10	15	in	in	ADP
cana-6308	10	16	business	business	NOUN
cana-6308	10	17	human	human	ADJ
cana-6308	10	18	resource	resource	NOUN
cana-6308	10	19	management	management	NOUN
cana-6308	10	20	.	.	PUNCT
cana-6308	11	1	keywords	keyword	NOUN
cana-6308	11	2	:	:	PUNCT
cana-6308	11	3	machine	machine	NOUN
cana-6308	11	4	learning	learning	NOUN
cana-6308	11	5	,	,	PUNCT
cana-6308	11	6	artificial	artificial	ADJ
cana-6308	11	7	intelligence	intelligence	NOUN
cana-6308	11	8	,	,	PUNCT
cana-6308	11	9	human	human	ADJ
cana-6308	11	10	resource	resource	NOUN
cana-6308	11	11	design	design	NOUN
cana-6308	11	12	,	,	PUNCT
cana-6308	11	13	predictive	predictive	ADJ
cana-6308	11	14	analytics	analytic	NOUN
cana-6308	11	15	,	,	PUNCT
cana-6308	11	16	hrm	hrm	PROPN
cana-6308	11	17	automation	automation	PROPN
cana-6308	11	18	introduction	introduction	NOUN
cana-6308	11	19	artificial	artificial	ADJ
cana-6308	11	20	intelligence	intelligence	NOUN
cana-6308	11	21	is	be	AUX
cana-6308	11	22	revolutionizing	revolutionize	VERB
cana-6308	11	23	many	many	ADJ
cana-6308	11	24	important	important	ADJ
cana-6308	11	25	as	as	ADP
cana-6308	11	26	hiring	hiring	NOUN
cana-6308	11	27	,	,	PUNCT
cana-6308	11	28	employee	employee	NOUN
cana-6308	11	29	onboarding	onboarding	NOUN
cana-6308	11	30	and	and	CCONJ
cana-6308	11	31	offboarding	offboarding	NOUN
cana-6308	11	32	,	,	PUNCT
cana-6308	11	33	candidate	candidate	NOUN
cana-6308	11	34	selection	selection	NOUN
cana-6308	11	35	and	and	CCONJ
cana-6308	11	36	rating	rating	NOUN
cana-6308	11	37	,	,	PUNCT
cana-6308	11	38	employee	employee	NOUN
cana-6308	11	39	lifecycle	lifecycle	NOUN
cana-6308	11	40	optimization	optimization	NOUN
cana-6308	11	41	,	,	PUNCT
cana-6308	11	42	engagement	engagement	NOUN
cana-6308	11	43	initiatives	initiative	NOUN
cana-6308	11	44	,	,	PUNCT
cana-6308	11	45	workforce	workforce	NOUN
cana-6308	11	46	and	and	CCONJ
cana-6308	11	47	succession	succession	NOUN
cana-6308	11	48	planning	planning	NOUN
cana-6308	11	49	,	,	PUNCT
cana-6308	11	50	and	and	CCONJ
cana-6308	11	51	talent	talent	NOUN
cana-6308	11	52	pipeline	pipeline	NOUN
cana-6308	11	53	development	development	NOUN
cana-6308	11	54	.	.	PUNCT
cana-6308	12	1	durin	durin	VERB
cana-6308	12	2	artificial	artificial	ADJ
cana-6308	12	3	intelligence	intelligence	NOUN
cana-6308	12	4	is	be	AUX
cana-6308	12	5	used	use	VERB
cana-6308	12	6	to	to	PART
cana-6308	12	7	evaluate	evaluate	VERB
cana-6308	12	8	resumes	resume	NOUN
cana-6308	12	9	and	and	CCONJ
cana-6308	12	10	ensure	ensure	VERB
cana-6308	12	11	that	that	SCONJ
cana-6308	12	12	they	they	PRON
cana-6308	12	13	match	match	VERB
cana-6308	12	14	the	the	DET
cana-6308	12	15	job	job	NOUN
cana-6308	12	16	requirements	requirement	NOUN
cana-6308	12	17	.	.	PUNCT
cana-6308	13	1	workable	workable	ADJ
cana-6308	13	2	,	,	PUNCT
cana-6308	13	3	a	a	DET
cana-6308	13	4	technology	technology	NOUN
cana-6308	13	5	that	that	PRON
cana-6308	13	6	extracts	extract	VERB
cana-6308	13	7	data	datum	NOUN
cana-6308	13	8	from	from	ADP
cana-6308	13	9	resumes	resume	NOUN
cana-6308	13	10	,	,	PUNCT
cana-6308	13	11	can	can	AUX
cana-6308	13	12	find	find	VERB
cana-6308	13	13	the	the	DET
cana-6308	13	14	top	top	ADJ
cana-6308	13	15	applicants	applicant	NOUN
cana-6308	13	16	.	.	PUNCT
cana-6308	14	1	evaluation	evaluation	NOUN
cana-6308	14	2	processes	process	NOUN
cana-6308	14	3	driven	drive	VERB
cana-6308	14	4	by	by	ADP
cana-6308	14	5	artificial	artificial	ADJ
cana-6308	14	6	intelligence	intelligence	NOUN
cana-6308	14	7	(	(	PUNCT
cana-6308	14	8	ai	ai	AUX
cana-6308	14	9	)	)	PUNCT
cana-6308	14	10	reduce	reduce	VERB
cana-6308	14	11	human	human	ADJ
cana-6308	14	12	bias	bias	NOUN
cana-6308	14	13	and	and	CCONJ
cana-6308	14	14	oversight	oversight	NOUN
cana-6308	14	15	while	while	SCONJ
cana-6308	14	16	saving	save	VERB
cana-6308	14	17	time	time	NOUN
cana-6308	14	18	and	and	CCONJ
cana-6308	14	19	effort	effort	NOUN
cana-6308	14	20	.	.	PUNCT
cana-6308	15	1	artificial	artificial	ADJ
cana-6308	15	2	intelligence	intelligence	NOUN
cana-6308	15	3	speeds	speed	VERB
cana-6308	15	4	up	up	ADP
cana-6308	15	5	the	the	DET
cana-6308	15	6	resume	resume	NOUN
cana-6308	15	7	review	review	NOUN
cana-6308	15	8	process	process	NOUN
cana-6308	15	9	during	during	ADP
cana-6308	15	10	the	the	DET
cana-6308	15	11	onboarding	onboarding	NOUN
cana-6308	15	12	and	and	CCONJ
cana-6308	15	13	offboarding	offboarding	NOUN
cana-6308	15	14	processes	process	NOUN
cana-6308	15	15	by	by	ADP
cana-6308	15	16	using	use	VERB
cana-6308	15	17	resume	resume	NOUN
cana-6308	15	18	parsing	parsing	NOUN
cana-6308	15	19	and	and	CCONJ
cana-6308	15	20	stack	stack	VERB
cana-6308	15	21	ranking	ranking	NOUN
cana-6308	15	22	.	.	PUNCT
cana-6308	16	1	additionally	additionally	ADV
cana-6308	16	2	,	,	PUNCT
cana-6308	16	3	ai	ai	VERB
cana-6308	16	4	enables	enable	VERB
cana-6308	16	5	highly	highly	ADV
cana-6308	16	6	detailed	detailed	ADJ
cana-6308	16	7	capability	capability	NOUN
cana-6308	16	8	classification	classification	NOUN
cana-6308	16	9	,	,	PUNCT
cana-6308	16	10	which	which	PRON
cana-6308	16	11	helps	help	VERB
cana-6308	16	12	match	match	VERB
cana-6308	16	13	candidates	candidate	NOUN
cana-6308	16	14	'	'	PART
cana-6308	16	15	talents	talent	NOUN
cana-6308	16	16	to	to	ADP
cana-6308	16	17	job	job	NOUN
cana-6308	16	18	requirements	requirement	NOUN
cana-6308	16	19	and	and	CCONJ
cana-6308	16	20	generates	generate	VERB
cana-6308	16	21	ranked	rank	VERB
cana-6308	16	22	lists	list	NOUN
cana-6308	16	23	of	of	ADP
cana-6308	16	24	the	the	DET
cana-6308	16	25	best	good	ADJ
cana-6308	16	26	candidates	candidate	NOUN
cana-6308	16	27	.	.	PUNCT
cana-6308	17	1	figure	figure	NOUN
cana-6308	17	2	1	1	NUM
cana-6308	17	3	.	.	PUNCT
cana-6308	18	1	ai	ai	VERB
cana-6308	18	2	use	use	NOUN
cana-6308	18	3	cases	case	NOUN
cana-6308	18	4	in	in	ADP
cana-6308	18	5	hr	hr	NOUN
cana-6308	18	6	management	management	NOUN
cana-6308	18	7	mailto:niharika_singh14@yahoo.co.in	mailto:niharika_singh14@yahoo.co.in	NOUN
cana-6308	18	8	mailto:sudeshna2529@gmail.com	mailto:sudeshna2529@gmail.com	X
cana-6308	18	9	communications	communication	NOUN
cana-6308	18	10	on	on	ADP
cana-6308	18	11	applied	apply	VERB
cana-6308	18	12	nonlinear	nonlinear	ADJ
cana-6308	18	13	analysis	analysis	NOUN
cana-6308	18	14	issn	issn	NOUN
cana-6308	18	15	:	:	PUNCT
cana-6308	18	16	1074	1074	NUM
cana-6308	18	17	-	-	PUNCT
cana-6308	18	18	133x	133x	NUM
cana-6308	18	19	vol	vol	NOUN
cana-6308	18	20	32	32	NUM
cana-6308	18	21	no	no	NOUN
cana-6308	18	22	.	.	PUNCT
cana-6308	19	1	1s	1s	NUM
cana-6308	19	2	(	(	PUNCT
cana-6308	19	3	2025	2025	NUM
cana-6308	19	4	)	)	PUNCT
cana-6308	19	5	738	738	NUM
cana-6308	19	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	19	7	1.1	1.1	NUM
cana-6308	19	8	context	context	NOUN
cana-6308	19	9	the	the	DET
cana-6308	19	10	methodology	methodology	NOUN
cana-6308	19	11	is	be	AUX
cana-6308	19	12	implemented	implement	VERB
cana-6308	19	13	and	and	CCONJ
cana-6308	19	14	assessed	assess	VERB
cana-6308	19	15	using	use	VERB
cana-6308	19	16	real	real	ADJ
cana-6308	19	17	-	-	PUNCT
cana-6308	19	18	world	world	NOUN
cana-6308	19	19	datasets	dataset	NOUN
cana-6308	19	20	received	receive	VERB
cana-6308	19	21	from	from	ADP
cana-6308	19	22	mobile	mobile	ADJ
cana-6308	19	23	devices	device	NOUN
cana-6308	19	24	,	,	PUNCT
cana-6308	19	25	particularly	particularly	ADV
cana-6308	19	26	smartphones	smartphone	NOUN
cana-6308	19	27	.	.	PUNCT
cana-6308	20	1	experiments	experiment	NOUN
cana-6308	20	2	are	be	AUX
cana-6308	20	3	conducted	conduct	VERB
cana-6308	20	4	in	in	ADP
cana-6308	20	5	great	great	ADJ
cana-6308	20	6	detail	detail	NOUN
cana-6308	20	7	using	use	VERB
cana-6308	20	8	data	datum	NOUN
cana-6308	20	9	collected	collect	VERB
cana-6308	20	10	from	from	ADP
cana-6308	20	11	eight	eight	NUM
cana-6308	20	12	distinct	distinct	ADJ
cana-6308	20	13	individuals	individual	NOUN
cana-6308	20	14	in	in	ADP
cana-6308	20	15	real	real	ADJ
cana-6308	20	16	-	-	PUNCT
cana-6308	20	17	life	life	NOUN
cana-6308	20	18	scenarios	scenario	NOUN
cana-6308	20	19	.	.	PUNCT
cana-6308	21	1	given	give	VERB
cana-6308	21	2	this	this	PRON
cana-6308	21	3	,	,	PUNCT
cana-6308	21	4	the	the	DET
cana-6308	21	5	additions	addition	NOUN
cana-6308	21	6	we	we	PRON
cana-6308	21	7	have	have	AUX
cana-6308	21	8	made	make	VERB
cana-6308	21	9	to	to	ADP
cana-6308	21	10	this	this	DET
cana-6308	21	11	work	work	NOUN
cana-6308	21	12	are	be	AUX
cana-6308	21	13	as	as	SCONJ
cana-6308	21	14	follows	follow	VERB
cana-6308	21	15	.	.	PUNCT
cana-6308	22	1	to	to	PART
cana-6308	22	2	find	find	VERB
cana-6308	22	3	sets	set	NOUN
cana-6308	22	4	of	of	ADP
cana-6308	22	5	transitions	transition	NOUN
cana-6308	22	6	that	that	PRON
cana-6308	22	7	take	take	VERB
cana-6308	22	8	place	place	NOUN
cana-6308	22	9	between	between	ADP
cana-6308	22	10	specific	specific	ADJ
cana-6308	22	11	activities	activity	NOUN
cana-6308	22	12	,	,	PUNCT
cana-6308	22	13	a	a	DET
cana-6308	22	14	framework	framework	NOUN
cana-6308	22	15	for	for	ADP
cana-6308	22	16	identifying	identify	VERB
cana-6308	22	17	human	human	ADJ
cana-6308	22	18	activity	activity	NOUN
cana-6308	22	19	transitions	transition	NOUN
cana-6308	22	20	is	be	AUX
cana-6308	22	21	put	put	VERB
cana-6308	22	22	forth	forth	ADV
cana-6308	22	23	.	.	PUNCT
cana-6308	23	1	both	both	DET
cana-6308	23	2	sets	set	NOUN
cana-6308	23	3	of	of	ADP
cana-6308	23	4	transitions	transition	NOUN
cana-6308	23	5	between	between	ADP
cana-6308	23	6	individual	individual	ADJ
cana-6308	23	7	activities	activity	NOUN
cana-6308	23	8	and	and	CCONJ
cana-6308	23	9	the	the	DET
cana-6308	23	10	detection	detection	NOUN
cana-6308	23	11	of	of	ADP
cana-6308	23	12	multiple	multiple	ADJ
cana-6308	23	13	activity	activity	NOUN
cana-6308	23	14	sequences	sequence	NOUN
cana-6308	23	15	are	be	AUX
cana-6308	23	16	included	include	VERB
cana-6308	23	17	in	in	ADP
cana-6308	23	18	this	this	DET
cana-6308	23	19	formulation	formulation	NOUN
cana-6308	23	20	.	.	PUNCT
cana-6308	24	1	it	it	PRON
cana-6308	24	2	is	be	AUX
cana-6308	24	3	suggested	suggest	VERB
cana-6308	24	4	that	that	SCONJ
cana-6308	24	5	learning	learn	VERB
cana-6308	24	6	algorithms	algorithm	NOUN
cana-6308	24	7	based	base	VERB
cana-6308	24	8	on	on	ADP
cana-6308	24	9	the	the	DET
cana-6308	24	10	multi	multi	ADJ
cana-6308	24	11	-	-	ADJ
cana-6308	24	12	instance	instance	ADJ
cana-6308	24	13	multi	multi	NOUN
cana-6308	24	14	-	-	NOUN
cana-6308	24	15	label	label	ADJ
cana-6308	24	16	(	(	PUNCT
cana-6308	24	17	miml	miml	NOUN
cana-6308	24	18	)	)	PUNCT
cana-6308	24	19	framework	framework	NOUN
cana-6308	24	20	be	be	AUX
cana-6308	24	21	used	use	VERB
cana-6308	24	22	to	to	PART
cana-6308	24	23	utilize	utilize	VERB
cana-6308	24	24	temporal	temporal	ADJ
cana-6308	24	25	activity	activity	NOUN
cana-6308	24	26	patterns	pattern	NOUN
cana-6308	24	27	as	as	ADP
cana-6308	24	28	an	an	DET
cana-6308	24	29	alternative	alternative	NOUN
cana-6308	24	30	to	to	ADP
cana-6308	24	31	the	the	DET
cana-6308	24	32	spatial	spatial	ADJ
cana-6308	24	33	patterns	pattern	NOUN
cana-6308	24	34	used	use	VERB
cana-6308	24	35	by	by	ADP
cana-6308	24	36	normal	normal	ADJ
cana-6308	24	37	miml	miml	NOUN
cana-6308	24	38	applications	application	NOUN
cana-6308	24	39	for	for	ADP
cana-6308	24	40	image	image	NOUN
cana-6308	24	41	-	-	PUNCT
cana-6308	24	42	based	base	VERB
cana-6308	24	43	tasks	task	NOUN
cana-6308	24	44	,	,	PUNCT
cana-6308	24	45	the	the	DET
cana-6308	24	46	machine	machine	NOUN
cana-6308	24	47	learning	learn	VERB
cana-6308	24	48	architecture	architecture	NOUN
cana-6308	24	49	is	be	AUX
cana-6308	24	50	usually	usually	ADV
cana-6308	24	51	built	build	VERB
cana-6308	24	52	on	on	ADP
cana-6308	24	53	convolutional	convolutional	ADJ
cana-6308	24	54	neural	neural	ADJ
cana-6308	24	55	networks	network	NOUN
cana-6308	24	56	(	(	PUNCT
cana-6308	24	57	cnns	cnns	PROPN
cana-6308	24	58	)	)	PUNCT
cana-6308	24	59	,	,	PUNCT
cana-6308	24	60	with	with	ADP
cana-6308	24	61	support	support	NOUN
cana-6308	24	62	for	for	ADP
cana-6308	24	63	deep	deep	ADJ
cana-6308	24	64	learning	learning	NOUN
cana-6308	24	65	libraries	library	NOUN
cana-6308	24	66	like	like	ADP
cana-6308	24	67	tensorflow	tensorflow	NOUN
cana-6308	24	68	or	or	CCONJ
cana-6308	24	69	pytorch	pytorch	NOUN
cana-6308	24	70	.	.	PUNCT
cana-6308	25	1	data	datum	NOUN
cana-6308	25	2	passes	pass	VERB
cana-6308	25	3	through	through	ADP
cana-6308	25	4	several	several	ADJ
cana-6308	25	5	phases	phase	NOUN
cana-6308	25	6	,	,	PUNCT
cana-6308	25	7	such	such	ADJ
cana-6308	25	8	as	as	ADP
cana-6308	25	9	segmentation	segmentation	NOUN
cana-6308	25	10	,	,	PUNCT
cana-6308	25	11	classification	classification	NOUN
cana-6308	25	12	,	,	PUNCT
cana-6308	25	13	and	and	CCONJ
cana-6308	25	14	preprocessing	preprocessing	NOUN
cana-6308	25	15	.	.	PUNCT
cana-6308	26	1	since	since	SCONJ
cana-6308	26	2	hr	hr	NOUN
cana-6308	26	3	handles	handle	NOUN
cana-6308	26	4	sensitive	sensitive	ADJ
cana-6308	26	5	personal	personal	ADJ
cana-6308	26	6	data	datum	NOUN
cana-6308	26	7	,	,	PUNCT
cana-6308	26	8	the	the	DET
cana-6308	26	9	design	design	NOUN
cana-6308	26	10	must	must	AUX
cana-6308	26	11	support	support	VERB
cana-6308	26	12	secure	secure	ADJ
cana-6308	26	13	data	datum	NOUN
cana-6308	26	14	management	management	NOUN
cana-6308	26	15	in	in	ADP
cana-6308	26	16	order	order	NOUN
cana-6308	26	17	to	to	PART
cana-6308	26	18	comply	comply	VERB
cana-6308	26	19	with	with	ADP
cana-6308	26	20	privacy	privacy	NOUN
cana-6308	26	21	rules	rule	NOUN
cana-6308	26	22	(	(	PUNCT
cana-6308	26	23	such	such	ADJ
cana-6308	26	24	as	as	ADP
cana-6308	26	25	the	the	DET
cana-6308	26	26	gdpr	gdpr	NOUN
cana-6308	26	27	)	)	PUNCT
cana-6308	26	28	.	.	PUNCT
cana-6308	27	1	1.2	1.2	NUM
cana-6308	27	2	.	.	PUNCT
cana-6308	27	3	supplies	supply	NOUN
cana-6308	27	4	and	and	CCONJ
cana-6308	27	5	procedures	procedure	NOUN
cana-6308	27	6	in	in	ADP
cana-6308	27	7	order	order	NOUN
cana-6308	27	8	to	to	PART
cana-6308	27	9	create	create	VERB
cana-6308	27	10	and	and	CCONJ
cana-6308	27	11	assess	assess	VERB
cana-6308	27	12	a	a	DET
cana-6308	27	13	machine	machine	NOUN
cana-6308	27	14	learning	learn	VERB
cana-6308	27	15	framework	framework	NOUN
cana-6308	27	16	specifically	specifically	ADV
cana-6308	27	17	suited	suit	VERB
cana-6308	27	18	for	for	ADP
cana-6308	27	19	ai	ai	ADV
cana-6308	27	20	-	-	PUNCT
cana-6308	27	21	based	base	VERB
cana-6308	27	22	combines	combine	VERB
cana-6308	27	23	a	a	DET
cana-6308	27	24	design	design	NOUN
cana-6308	27	25	science	science	NOUN
cana-6308	27	26	research	research	NOUN
cana-6308	27	27	technique	technique	NOUN
cana-6308	27	28	with	with	ADP
cana-6308	27	29	a	a	DET
cana-6308	27	30	thorough	thorough	ADJ
cana-6308	27	31	literature	literature	NOUN
cana-6308	27	32	evaluation	evaluation	NOUN
cana-6308	27	33	and	and	CCONJ
cana-6308	27	34	experimental	experimental	ADJ
cana-6308	27	35	validation	validation	NOUN
cana-6308	27	36	.	.	PUNCT
cana-6308	28	1	a	a	DET
cana-6308	28	2	technical	technical	ADJ
cana-6308	28	3	and	and	CCONJ
cana-6308	28	4	conceptual	conceptual	ADJ
cana-6308	28	5	framework	framework	NOUN
cana-6308	28	6	was	be	AUX
cana-6308	28	7	created	create	VERB
cana-6308	28	8	to	to	PART
cana-6308	28	9	use	use	VERB
cana-6308	28	10	technologies	technology	NOUN
cana-6308	28	11	to	to	PART
cana-6308	28	12	improve	improve	VERB
cana-6308	28	13	and	and	CCONJ
cana-6308	28	14	automate	automate	VERB
cana-6308	28	15	hrm	hrm	NOUN
cana-6308	28	16	tasks	task	NOUN
cana-6308	28	17	.	.	PUNCT
cana-6308	29	1	predictive	predictive	ADJ
cana-6308	29	2	analytics	analytic	NOUN
cana-6308	29	3	,	,	PUNCT
cana-6308	29	4	categorization	categorization	NOUN
cana-6308	29	5	,	,	PUNCT
cana-6308	29	6	and	and	CCONJ
cana-6308	29	7	picture	picture	NOUN
cana-6308	29	8	and	and	CCONJ
cana-6308	29	9	text	text	NOUN
cana-6308	29	10	data	datum	NOUN
cana-6308	29	11	processing	processing	NOUN
cana-6308	29	12	are	be	AUX
cana-6308	29	13	among	among	ADP
cana-6308	29	14	the	the	DET
cana-6308	29	15	essential	essential	ADJ
cana-6308	29	16	elements	element	NOUN
cana-6308	29	17	.	.	PUNCT
cana-6308	30	1	the	the	DET
cana-6308	30	2	efficiency	efficiency	NOUN
cana-6308	30	3	of	of	ADP
cana-6308	30	4	the	the	DET
cana-6308	30	5	suggested	suggest	VERB
cana-6308	30	6	system	system	NOUN
cana-6308	30	7	was	be	AUX
cana-6308	30	8	assessed	assess	VERB
cana-6308	30	9	using	use	VERB
cana-6308	30	10	real	real	ADJ
cana-6308	30	11	-	-	PUNCT
cana-6308	30	12	world	world	NOUN
cana-6308	30	13	datasets	dataset	NOUN
cana-6308	30	14	and	and	CCONJ
cana-6308	30	15	compared	compare	VERB
cana-6308	30	16	to	to	ADP
cana-6308	30	17	current	current	ADJ
cana-6308	30	18	ai	ai	NOUN
cana-6308	30	19	-	-	PUNCT
cana-6308	30	20	hrm	hrm	NOUN
cana-6308	30	21	models	model	NOUN
cana-6308	30	22	utilizing	utilize	VERB
cana-6308	30	23	key	key	ADJ
cana-6308	30	24	performance	performance	NOUN
cana-6308	30	25	parameters	parameter	NOUN
cana-6308	30	26	.	.	PUNCT
cana-6308	31	1	figure	figure	NOUN
cana-6308	31	2	2	2	NUM
cana-6308	31	3	.	.	PUNCT
cana-6308	31	4	various	various	ADJ
cana-6308	31	5	flow	flow	NOUN
cana-6308	31	6	chart	chart	NOUN
cana-6308	31	7	stages	stage	VERB
cana-6308	31	8	data	datum	NOUN
cana-6308	31	9	collect	collect	VERB
cana-6308	31	10	image	image	NOUN
cana-6308	31	11	pre	pre	ADJ
cana-6308	31	12	-	-	ADJ
cana-6308	31	13	processing	processing	ADJ
cana-6308	31	14	image	image	NOUN
cana-6308	31	15	segmentation	segmentation	NOUN
cana-6308	31	16	feature	feature	NOUN
cana-6308	31	17	extraction	extraction	NOUN
cana-6308	31	18	pattern	pattern	NOUN
cana-6308	31	19	matching	matching	NOUN
cana-6308	31	20	and	and	CCONJ
cana-6308	31	21	classification	classification	NOUN
cana-6308	31	22	communications	communication	NOUN
cana-6308	31	23	on	on	ADP
cana-6308	31	24	applied	apply	VERB
cana-6308	31	25	nonlinear	nonlinear	ADJ
cana-6308	31	26	analysis	analysis	NOUN
cana-6308	31	27	issn	issn	NOUN
cana-6308	31	28	:	:	PUNCT
cana-6308	31	29	1074	1074	NUM
cana-6308	31	30	-	-	PUNCT
cana-6308	31	31	133x	133x	NUM
cana-6308	31	32	vol	vol	NOUN
cana-6308	31	33	32	32	NUM
cana-6308	31	34	no	no	NOUN
cana-6308	31	35	.	.	PUNCT
cana-6308	32	1	1s	1s	NUM
cana-6308	32	2	(	(	PUNCT
cana-6308	32	3	2025	2025	NUM
cana-6308	32	4	)	)	PUNCT
cana-6308	32	5	739	739	NUM
cana-6308	32	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	32	7	1.3	1.3	NUM
cana-6308	32	8	.	.	PUNCT
cana-6308	33	1	hrm	hrm	PROPN
cana-6308	33	2	data	data	PROPN
cana-6308	33	3	collection	collection	NOUN
cana-6308	33	4	in	in	ADP
cana-6308	33	5	an	an	DET
cana-6308	33	6	ai	ai	NOUN
cana-6308	33	7	-	-	PUNCT
cana-6308	33	8	based	base	VERB
cana-6308	33	9	hr	hr	NOUN
cana-6308	33	10	framework	framework	NOUN
cana-6308	33	11	,	,	PUNCT
cana-6308	33	12	gathering	gather	VERB
cana-6308	33	13	data	datum	NOUN
cana-6308	33	14	is	be	AUX
cana-6308	33	15	an	an	DET
cana-6308	33	16	essential	essential	ADJ
cana-6308	33	17	first	first	ADJ
cana-6308	33	18	step	step	NOUN
cana-6308	33	19	,	,	PUNCT
cana-6308	33	20	especially	especially	ADV
cana-6308	33	21	when	when	SCONJ
cana-6308	33	22	using	use	VERB
cana-6308	33	23	imagebased	imagebase	VERB
cana-6308	33	24	analytics	analytic	NOUN
cana-6308	33	25	.	.	PUNCT
cana-6308	34	1	data	datum	NOUN
cana-6308	34	2	is	be	AUX
cana-6308	34	3	obtained	obtain	VERB
cana-6308	34	4	from	from	ADP
cana-6308	34	5	several	several	ADJ
cana-6308	34	6	sources	source	NOUN
cana-6308	34	7	according	accord	VERB
cana-6308	34	8	on	on	ADP
cana-6308	34	9	the	the	DET
cana-6308	34	10	use	use	NOUN
cana-6308	34	11	case	case	NOUN
cana-6308	34	12	,	,	PUNCT
cana-6308	34	13	such	such	ADJ
cana-6308	34	14	as	as	ADP
cana-6308	34	15	emotion	emotion	NOUN
cana-6308	34	16	detection	detection	NOUN
cana-6308	34	17	,	,	PUNCT
cana-6308	34	18	resume	resume	VERB
cana-6308	34	19	image	image	NOUN
cana-6308	34	20	analysis	analysis	NOUN
cana-6308	34	21	,	,	PUNCT
cana-6308	34	22	or	or	CCONJ
cana-6308	34	23	facial	facial	ADJ
cana-6308	34	24	identification	identification	NOUN
cana-6308	34	25	.	.	PUNCT
cana-6308	35	1	these	these	DET
cana-6308	35	2	sources	source	NOUN
cana-6308	35	3	include	include	VERB
cana-6308	35	4	digital	digital	PROPN
cana-6308	35	5	i	i	PROPN
cana-6308	35	6	d	d	PROPN
cana-6308	35	7	cards	card	NOUN
cana-6308	35	8	,	,	PUNCT
cana-6308	35	9	online	online	ADJ
cana-6308	35	10	interview	interview	NOUN
cana-6308	35	11	recordings	recording	NOUN
cana-6308	35	12	,	,	PUNCT
cana-6308	35	13	resume	resume	NOUN
cana-6308	35	14	upload	upload	NOUN
cana-6308	35	15	scanners	scanner	NOUN
cana-6308	35	16	,	,	PUNCT
cana-6308	35	17	and	and	CCONJ
cana-6308	35	18	cctv	cctv	PROPN
cana-6308	35	19	cameras	camera	NOUN
cana-6308	35	20	for	for	ADP
cana-6308	35	21	surveillance	surveillance	NOUN
cana-6308	35	22	.	.	PUNCT
cana-6308	36	1	highresolution	highresolution	NOUN
cana-6308	36	2	photos	photo	NOUN
cana-6308	36	3	or	or	CCONJ
cana-6308	36	4	video	video	NOUN
cana-6308	36	5	frames	frame	NOUN
cana-6308	36	6	of	of	ADP
cana-6308	36	7	staff	staff	NOUN
cana-6308	36	8	members	member	NOUN
cana-6308	36	9	are	be	AUX
cana-6308	36	10	taken	take	VERB
cana-6308	36	11	in	in	ADP
cana-6308	36	12	real	real	ADJ
cana-6308	36	13	time	time	NOUN
cana-6308	36	14	or	or	CCONJ
cana-6308	36	15	extracted	extract	VERB
cana-6308	36	16	from	from	ADP
cana-6308	36	17	recorded	record	VERB
cana-6308	36	18	video	video	NOUN
cana-6308	36	19	in	in	ADP
cana-6308	36	20	order	order	NOUN
cana-6308	36	21	to	to	PART
cana-6308	36	22	perform	perform	VERB
cana-6308	36	23	facial	facial	ADJ
cana-6308	36	24	recognition	recognition	NOUN
cana-6308	36	25	.	.	PUNCT
cana-6308	37	1	scannable	scannable	ADJ
cana-6308	37	2	resumes	resume	NOUN
cana-6308	37	3	and	and	CCONJ
cana-6308	37	4	candidate	candidate	NOUN
cana-6308	37	5	profile	profile	NOUN
cana-6308	37	6	photos	photo	NOUN
cana-6308	37	7	are	be	AUX
cana-6308	37	8	added	add	VERB
cana-6308	37	9	to	to	ADP
cana-6308	37	10	the	the	DET
cana-6308	37	11	dataset	dataset	NOUN
cana-6308	37	12	during	during	ADP
cana-6308	37	13	the	the	DET
cana-6308	37	14	hiring	hiring	NOUN
cana-6308	37	15	process	process	NOUN
cana-6308	37	16	.	.	PUNCT
cana-6308	38	1	videos	video	NOUN
cana-6308	38	2	or	or	CCONJ
cana-6308	38	3	pictures	picture	NOUN
cana-6308	38	4	from	from	ADP
cana-6308	38	5	virtual	virtual	ADJ
cana-6308	38	6	interviews	interview	NOUN
cana-6308	38	7	can	can	AUX
cana-6308	38	8	be	be	AUX
cana-6308	38	9	used	use	VERB
cana-6308	38	10	as	as	ADP
cana-6308	38	11	rich	rich	ADJ
cana-6308	38	12	data	datum	NOUN
cana-6308	38	13	sources	source	NOUN
cana-6308	38	14	in	in	ADP
cana-6308	38	15	applications	application	NOUN
cana-6308	38	16	related	relate	VERB
cana-6308	38	17	to	to	AUX
cana-6308	38	18	sentiment	sentiment	NOUN
cana-6308	38	19	analysis	analysis	NOUN
cana-6308	38	20	or	or	CCONJ
cana-6308	38	21	emotional	emotional	ADJ
cana-6308	38	22	intelligence	intelligence	NOUN
cana-6308	38	23	.	.	PUNCT
cana-6308	39	1	labeling	labeling	NOUN
cana-6308	39	2	data	datum	NOUN
cana-6308	39	3	correctly	correctly	ADV
cana-6308	39	4	is	be	AUX
cana-6308	39	5	essential	essential	ADJ
cana-6308	39	6	,	,	PUNCT
cana-6308	39	7	especially	especially	ADV
cana-6308	39	8	when	when	SCONJ
cana-6308	39	9	supervised	supervised	ADJ
cana-6308	39	10	learning	learning	NOUN
cana-6308	39	11	models	model	NOUN
cana-6308	39	12	are	be	AUX
cana-6308	39	13	being	be	AUX
cana-6308	39	14	trained	train	VERB
cana-6308	39	15	.	.	PUNCT
cana-6308	40	1	for	for	ADP
cana-6308	40	2	example	example	NOUN
cana-6308	40	3	,	,	PUNCT
cana-6308	40	4	ml	ml	ADP
cana-6308	40	5	algorithms	algorithm	NOUN
cana-6308	40	6	perform	perform	VERB
cana-6308	40	7	better	well	ADV
cana-6308	40	8	when	when	SCONJ
cana-6308	40	9	resumes	resume	NOUN
cana-6308	40	10	are	be	AUX
cana-6308	40	11	categorized	categorize	VERB
cana-6308	40	12	by	by	ADP
cana-6308	40	13	job	job	NOUN
cana-6308	40	14	role	role	NOUN
cana-6308	40	15	,	,	PUNCT
cana-6308	40	16	success	success	NOUN
cana-6308	40	17	rate	rate	NOUN
cana-6308	40	18	,	,	PUNCT
cana-6308	40	19	or	or	CCONJ
cana-6308	40	20	skill	skill	NOUN
cana-6308	40	21	relevance	relevance	NOUN
cana-6308	40	22	.	.	PUNCT
cana-6308	41	1	similar	similar	ADJ
cana-6308	41	2	labels	label	NOUN
cana-6308	41	3	should	should	AUX
cana-6308	41	4	be	be	AUX
cana-6308	41	5	applied	apply	VERB
cana-6308	41	6	to	to	ADP
cana-6308	41	7	facial	facial	ADJ
cana-6308	41	8	datasets	dataset	NOUN
cana-6308	41	9	,	,	PUNCT
cana-6308	41	10	such	such	ADJ
cana-6308	41	11	as	as	ADP
cana-6308	41	12	identification	identification	NOUN
cana-6308	41	13	,	,	PUNCT
cana-6308	41	14	mood	mood	NOUN
cana-6308	41	15	(	(	PUNCT
cana-6308	41	16	such	such	ADJ
cana-6308	41	17	as	as	ADP
cana-6308	41	18	neutral	neutral	ADJ
cana-6308	41	19	,	,	PUNCT
cana-6308	41	20	sad	sad	ADJ
cana-6308	41	21	,	,	PUNCT
cana-6308	41	22	or	or	CCONJ
cana-6308	41	23	pleased	pleased	ADJ
cana-6308	41	24	)	)	PUNCT
cana-6308	41	25	,	,	PUNCT
cana-6308	41	26	or	or	CCONJ
cana-6308	41	27	access	access	NOUN
cana-6308	41	28	permissions	permission	NOUN
cana-6308	41	29	..	..	PUNCT
cana-6308	41	30	in	in	ADP
cana-6308	41	31	order	order	NOUN
cana-6308	41	32	to	to	PART
cana-6308	41	33	ensure	ensure	VERB
cana-6308	41	34	fairness	fairness	NOUN
cana-6308	41	35	,	,	PUNCT
cana-6308	41	36	data	datum	NOUN
cana-6308	41	37	gathering	gathering	NOUN
cana-6308	41	38	must	must	AUX
cana-6308	41	39	also	also	ADV
cana-6308	41	40	be	be	AUX
cana-6308	41	41	balanced	balance	VERB
cana-6308	41	42	to	to	PART
cana-6308	41	43	avoid	avoid	VERB
cana-6308	41	44	biases	bias	NOUN
cana-6308	41	45	.	.	PUNCT
cana-6308	42	1	for	for	ADP
cana-6308	42	2	example	example	NOUN
cana-6308	42	3	,	,	PUNCT
cana-6308	42	4	diverse	diverse	ADJ
cana-6308	42	5	facial	facial	ADJ
cana-6308	42	6	photos	photo	NOUN
cana-6308	42	7	from	from	ADP
cana-6308	42	8	a	a	DET
cana-6308	42	9	range	range	NOUN
cana-6308	42	10	of	of	ADP
cana-6308	42	11	age	age	NOUN
cana-6308	42	12	groups	group	NOUN
cana-6308	42	13	,	,	PUNCT
cana-6308	42	14	genders	gender	NOUN
cana-6308	42	15	,	,	PUNCT
cana-6308	42	16	and	and	CCONJ
cana-6308	42	17	ethnicities	ethnicity	NOUN
cana-6308	42	18	should	should	AUX
cana-6308	42	19	be	be	AUX
cana-6308	42	20	collected	collect	VERB
cana-6308	42	21	.	.	PUNCT
cana-6308	43	1	1.4	1.4	NUM
cana-6308	43	2	.	.	PUNCT
cana-6308	44	1	pre	pre	ADJ
cana-6308	44	2	-	-	ADJ
cana-6308	44	3	processing	processing	NOUN
cana-6308	44	4	of	of	ADP
cana-6308	44	5	images	image	NOUN
cana-6308	44	6	in	in	ADP
cana-6308	44	7	order	order	NOUN
cana-6308	44	8	to	to	PART
cana-6308	44	9	maintain	maintain	VERB
cana-6308	44	10	consistent	consistent	ADJ
cana-6308	44	11	levels	level	NOUN
cana-6308	44	12	of	of	ADP
cana-6308	44	13	brightness	brightness	NOUN
cana-6308	44	14	and	and	CCONJ
cana-6308	44	15	contrast	contrast	NOUN
cana-6308	44	16	,	,	PUNCT
cana-6308	44	17	color	color	NOUN
cana-6308	44	18	normalizing	normalizing	NOUN
cana-6308	44	19	is	be	AUX
cana-6308	44	20	used	use	VERB
cana-6308	44	21	.	.	PUNCT
cana-6308	45	1	if	if	SCONJ
cana-6308	45	2	color	color	NOUN
cana-6308	45	3	is	be	AUX
cana-6308	45	4	not	not	PART
cana-6308	45	5	necessary	necessary	ADJ
cana-6308	45	6	,	,	PUNCT
cana-6308	45	7	into	into	ADP
cana-6308	45	8	single	single	ADJ
cana-6308	45	9	-	-	PUNCT
cana-6308	45	10	channel	channel	NOUN
cana-6308	45	11	grayscale	grayscale	NOUN
cana-6308	45	12	images	image	NOUN
cana-6308	45	13	.	.	PUNCT
cana-6308	46	1	additionally	additionally	ADV
cana-6308	46	2	,	,	PUNCT
cana-6308	46	3	histogram	histogram	NOUN
cana-6308	46	4	equalization	equalization	NOUN
cana-6308	46	5	can	can	AUX
cana-6308	46	6	be	be	AUX
cana-6308	46	7	used	use	VERB
cana-6308	46	8	to	to	PART
cana-6308	46	9	increase	increase	VERB
cana-6308	46	10	contrast	contrast	NOUN
cana-6308	46	11	,	,	PUNCT
cana-6308	46	12	which	which	PRON
cana-6308	46	13	makes	make	VERB
cana-6308	46	14	text	text	NOUN
cana-6308	46	15	or	or	CCONJ
cana-6308	46	16	facial	facial	ADJ
cana-6308	46	17	features	feature	NOUN
cana-6308	46	18	on	on	ADP
cana-6308	46	19	resumes	resume	NOUN
cana-6308	46	20	more	more	ADV
cana-6308	46	21	readable	readable	ADJ
cana-6308	46	22	.	.	PUNCT
cana-6308	47	1	when	when	SCONJ
cana-6308	47	2	working	work	VERB
cana-6308	47	3	with	with	ADP
cana-6308	47	4	facial	facial	ADJ
cana-6308	47	5	photographs	photograph	NOUN
cana-6308	47	6	,	,	PUNCT
cana-6308	47	7	alignment	alignment	NOUN
cana-6308	47	8	and	and	CCONJ
cana-6308	47	9	cropping	cropping	NOUN
cana-6308	47	10	are	be	AUX
cana-6308	47	11	crucial	crucial	ADJ
cana-6308	47	12	.	.	PUNCT
cana-6308	48	1	face	face	NOUN
cana-6308	48	2	alignment	alignment	NOUN
cana-6308	48	3	increases	increase	VERB
cana-6308	48	4	recognition	recognition	NOUN
cana-6308	48	5	accuracy	accuracy	NOUN
cana-6308	48	6	by	by	ADP
cana-6308	48	7	ensuring	ensure	VERB
cana-6308	48	8	that	that	SCONJ
cana-6308	48	9	the	the	DET
cana-6308	48	10	lips	lip	NOUN
cana-6308	48	11	,	,	PUNCT
cana-6308	48	12	nose	nose	NOUN
cana-6308	48	13	,	,	PUNCT
cana-6308	48	14	and	and	CCONJ
cana-6308	48	15	eyes	eye	NOUN
cana-6308	48	16	are	be	AUX
cana-6308	48	17	in	in	ADP
cana-6308	48	18	predetermined	predetermine	VERB
cana-6308	48	19	positions	position	NOUN
cana-6308	48	20	.	.	PUNCT
cana-6308	49	1	commonly	commonly	ADV
cana-6308	49	2	used	use	VERB
cana-6308	49	3	methods	method	NOUN
cana-6308	49	4	include	include	VERB
cana-6308	49	5	dlib	dlib	NOUN
cana-6308	49	6	's	's	PART
cana-6308	49	7	face	face	NOUN
cana-6308	49	8	alignment	alignment	NOUN
cana-6308	49	9	and	and	CCONJ
cana-6308	49	10	opencv	opencv	PROPN
cana-6308	49	11	's	's	PART
cana-6308	49	12	facial	facial	ADJ
cana-6308	49	13	landmark	landmark	NOUN
cana-6308	49	14	identification	identification	NOUN
cana-6308	49	15	.	.	PUNCT
cana-6308	50	1	optical	optical	ADJ
cana-6308	50	2	character	character	NOUN
cana-6308	50	3	recognition	recognition	NOUN
cana-6308	50	4	(	(	PUNCT
cana-6308	50	5	ocr)-oriented	ocr)-oriente	VERB
cana-6308	50	6	preprocessing	preprocessing	NOUN
cana-6308	50	7	is	be	AUX
cana-6308	50	8	used	use	VERB
cana-6308	50	9	for	for	ADP
cana-6308	50	10	things	thing	NOUN
cana-6308	50	11	like	like	ADP
cana-6308	50	12	scanned	scan	VERB
cana-6308	50	13	documents	document	NOUN
cana-6308	50	14	or	or	CCONJ
cana-6308	50	15	resumes	resume	NOUN
cana-6308	50	16	.	.	PUNCT
cana-6308	51	1	in	in	ADP
cana-6308	51	2	order	order	NOUN
cana-6308	51	3	to	to	PART
cana-6308	51	4	maximize	maximize	VERB
cana-6308	51	5	the	the	DET
cana-6308	51	6	text	text	NOUN
cana-6308	51	7	extraction	extraction	NOUN
cana-6308	51	8	process	process	NOUN
cana-6308	51	9	,	,	PUNCT
cana-6308	51	10	de	de	ADJ
cana-6308	51	11	-	-	ADJ
cana-6308	51	12	skewing	skewing	ADJ
cana-6308	51	13	,	,	PUNCT
cana-6308	51	14	binarization	binarization	NOUN
cana-6308	51	15	,	,	PUNCT
cana-6308	51	16	and	and	CCONJ
cana-6308	51	17	edge	edge	NOUN
cana-6308	51	18	detection	detection	NOUN
cana-6308	51	19	are	be	AUX
cana-6308	51	20	used	use	VERB
cana-6308	51	21	.	.	PUNCT
cana-6308	52	1	preprocessing	preprocessing	NOUN
cana-6308	52	2	may	may	AUX
cana-6308	52	3	also	also	ADV
cana-6308	52	4	involve	involve	VERB
cana-6308	52	5	data	datum	NOUN
cana-6308	52	6	augmentation	augmentation	NOUN
cana-6308	52	7	to	to	PART
cana-6308	52	8	increase	increase	VERB
cana-6308	52	9	the	the	DET
cana-6308	52	10	model	model	NOUN
cana-6308	52	11	's	's	PART
cana-6308	52	12	resilience	resilience	NOUN
cana-6308	52	13	.	.	PUNCT
cana-6308	53	1	rotation	rotation	NOUN
cana-6308	53	2	,	,	PUNCT
cana-6308	53	3	flipping	flipping	NOUN
cana-6308	53	4	,	,	PUNCT
cana-6308	53	5	and	and	CCONJ
cana-6308	53	6	scaling	scaling	NOUN
cana-6308	53	7	are	be	AUX
cana-6308	53	8	examples	example	NOUN
cana-6308	53	9	of	of	ADP
cana-6308	53	10	augmentation	augmentation	NOUN
cana-6308	53	11	techniques	technique	NOUN
cana-6308	53	12	that	that	PRON
cana-6308	53	13	enhance	enhance	VERB
cana-6308	53	14	generalization	generalization	NOUN
cana-6308	53	15	and	and	CCONJ
cana-6308	53	16	imitate	imitate	VERB
cana-6308	53	17	a	a	DET
cana-6308	53	18	variety	variety	NOUN
cana-6308	53	19	of	of	ADP
cana-6308	53	20	real	real	ADJ
cana-6308	53	21	-	-	PUNCT
cana-6308	53	22	world	world	NOUN
cana-6308	53	23	situations	situation	NOUN
cana-6308	53	24	.	.	PUNCT
cana-6308	54	1	1.5	1.5	NUM
cana-6308	54	2	.	.	PUNCT
cana-6308	55	1	techniques	technique	NOUN
cana-6308	55	2	for	for	ADP
cana-6308	55	3	image	image	NOUN
cana-6308	55	4	segmentation	segmentation	NOUN
cana-6308	55	5	to	to	PART
cana-6308	55	6	isolate	isolate	VERB
cana-6308	55	7	regions	region	NOUN
cana-6308	55	8	of	of	ADP
cana-6308	55	9	interest	interest	NOUN
cana-6308	55	10	(	(	PUNCT
cana-6308	55	11	roi	roi	NOUN
cana-6308	55	12	)	)	PUNCT
cana-6308	55	13	from	from	ADP
cana-6308	55	14	hr	hr	NOUN
cana-6308	55	15	-	-	PUNCT
cana-6308	55	16	related	relate	VERB
cana-6308	55	17	photos	photo	NOUN
cana-6308	55	18	and	and	CCONJ
cana-6308	55	19	enable	enable	VERB
cana-6308	55	20	accurate	accurate	ADJ
cana-6308	55	21	analysis	analysis	NOUN
cana-6308	55	22	,	,	PUNCT
cana-6308	55	23	image	image	NOUN
cana-6308	55	24	segmentation	segmentation	NOUN
cana-6308	55	25	is	be	AUX
cana-6308	55	26	essential	essential	ADJ
cana-6308	55	27	.	.	PUNCT
cana-6308	56	1	segmentation	segmentation	NOUN
cana-6308	56	2	is	be	AUX
cana-6308	56	3	typically	typically	ADV
cana-6308	56	4	utilized	utilize	VERB
cana-6308	56	5	in	in	ADP
cana-6308	56	6	document	document	NOUN
cana-6308	56	7	processing	processing	NOUN
cana-6308	56	8	(	(	PUNCT
cana-6308	56	9	to	to	PART
cana-6308	56	10	extract	extract	VERB
cana-6308	56	11	text	text	NOUN
cana-6308	56	12	blocks	block	NOUN
cana-6308	56	13	or	or	CCONJ
cana-6308	56	14	signatures	signature	NOUN
cana-6308	56	15	)	)	PUNCT
cana-6308	56	16	,	,	PUNCT
cana-6308	56	17	emotion	emotion	NOUN
cana-6308	56	18	identification	identification	NOUN
cana-6308	56	19	(	(	PUNCT
cana-6308	56	20	to	to	PART
cana-6308	56	21	concentrate	concentrate	VERB
cana-6308	56	22	on	on	ADP
cana-6308	56	23	facial	facial	ADJ
cana-6308	56	24	expressions	expression	NOUN
cana-6308	56	25	)	)	PUNCT
cana-6308	56	26	,	,	PUNCT
cana-6308	56	27	and	and	CCONJ
cana-6308	56	28	facial	facial	ADJ
cana-6308	56	29	analysis	analysis	NOUN
cana-6308	56	30	(	(	PUNCT
cana-6308	56	31	to	to	PART
cana-6308	56	32	distinguish	distinguish	VERB
cana-6308	56	33	face	face	NOUN
cana-6308	56	34	from	from	ADP
cana-6308	56	35	background	background	NOUN
cana-6308	56	36	)	)	PUNCT
cana-6308	56	37	in	in	ADP
cana-6308	56	38	the	the	DET
cana-6308	56	39	context	context	NOUN
cana-6308	56	40	of	of	ADP
cana-6308	56	41	ai	ai	NOUN
cana-6308	56	42	-	-	PUNCT
cana-6308	56	43	based	base	VERB
cana-6308	56	44	hr	hr	NOUN
cana-6308	56	45	systems	system	NOUN
cana-6308	56	46	.	.	PUNCT
cana-6308	57	1	traditional	traditional	ADJ
cana-6308	57	2	computer	computer	NOUN
cana-6308	57	3	vision	vision	NOUN
cana-6308	57	4	methods	method	NOUN
cana-6308	57	5	like	like	ADP
cana-6308	57	6	thresholding	thresholding	NOUN
cana-6308	57	7	,	,	PUNCT
cana-6308	57	8	edge	edge	NOUN
cana-6308	57	9	detection	detection	NOUN
cana-6308	57	10	(	(	PUNCT
cana-6308	57	11	sobel	sobel	NOUN
cana-6308	57	12	,	,	PUNCT
cana-6308	57	13	canny	canny	ADJ
cana-6308	57	14	)	)	PUNCT
cana-6308	57	15	,	,	PUNCT
cana-6308	57	16	and	and	CCONJ
cana-6308	57	17	contour	contour	NOUN
cana-6308	57	18	detection	detection	NOUN
cana-6308	57	19	can	can	AUX
cana-6308	57	20	be	be	AUX
cana-6308	57	21	used	use	VERB
cana-6308	57	22	for	for	ADP
cana-6308	57	23	segmentation	segmentation	NOUN
cana-6308	57	24	.	.	PUNCT
cana-6308	58	1	for	for	ADP
cana-6308	58	2	more	more	ADV
cana-6308	58	3	complicated	complicated	ADJ
cana-6308	58	4	segmentation	segmentation	NOUN
cana-6308	58	5	r	r	NOUN
cana-6308	58	6	-	-	PUNCT
cana-6308	58	7	cnn	cnn	PROPN
cana-6308	58	8	can	can	AUX
cana-6308	58	9	be	be	AUX
cana-6308	58	10	used	use	VERB
cana-6308	58	11	.	.	PUNCT
cana-6308	59	1	effectiveness	effectiveness	NOUN
cana-6308	59	2	of	of	ADP
cana-6308	59	3	feature	feature	NOUN
cana-6308	59	4	extraction	extraction	NOUN
cana-6308	59	5	later	later	ADV
cana-6308	59	6	on	on	ADV
cana-6308	59	7	,	,	PUNCT
cana-6308	59	8	the	the	DET
cana-6308	59	9	segmentation	segmentation	NOUN
cana-6308	59	10	method	method	NOUN
cana-6308	59	11	separates	separate	VERB
cana-6308	59	12	the	the	DET
cana-6308	59	13	facial	facial	ADJ
cana-6308	59	14	region	region	NOUN
cana-6308	59	15	from	from	ADP
cana-6308	59	16	the	the	DET
cana-6308	59	17	rest	rest	NOUN
cana-6308	59	18	of	of	ADP
cana-6308	59	19	the	the	DET
cana-6308	59	20	image	image	NOUN
cana-6308	59	21	for	for	ADP
cana-6308	59	22	facial	facial	ADJ
cana-6308	59	23	recognition	recognition	NOUN
cana-6308	59	24	.	.	PUNCT
cana-6308	60	1	segmentation	segmentation	NOUN
cana-6308	60	2	aids	aid	NOUN
cana-6308	60	3	in	in	ADP
cana-6308	60	4	document	document	NOUN
cana-6308	60	5	analysis	analysis	NOUN
cana-6308	60	6	by	by	ADP
cana-6308	60	7	separating	separate	VERB
cana-6308	60	8	resume	resume	NOUN
cana-6308	60	9	photos	photo	NOUN
cana-6308	60	10	from	from	ADP
cana-6308	60	11	specific	specific	ADJ
cana-6308	60	12	elements	element	NOUN
cana-6308	60	13	such	such	ADJ
cana-6308	60	14	as	as	ADP
cana-6308	60	15	names	name	NOUN
cana-6308	60	16	,	,	PUNCT
cana-6308	60	17	contact	contact	NOUN
cana-6308	60	18	information	information	NOUN
cana-6308	60	19	,	,	PUNCT
cana-6308	60	20	education	education	NOUN
cana-6308	60	21	,	,	PUNCT
cana-6308	60	22	and	and	CCONJ
cana-6308	60	23	experience	experience	NOUN
cana-6308	60	24	.	.	PUNCT
cana-6308	61	1	conversely	conversely	ADV
cana-6308	61	2	,	,	PUNCT
cana-6308	61	3	logistic	logistic	ADJ
cana-6308	61	4	regression	regression	NOUN
cana-6308	61	5	is	be	AUX
cana-6308	61	6	a	a	DET
cana-6308	61	7	linear	linear	ADJ
cana-6308	61	8	classifier	classifier	NOUN
cana-6308	61	9	that	that	PRON
cana-6308	61	10	forecasts	forecast	VERB
cana-6308	61	11	the	the	DET
cana-6308	61	12	likelihood	likelihood	NOUN
cana-6308	61	13	that	that	SCONJ
cana-6308	61	14	a	a	DET
cana-6308	61	15	resume	resume	NOUN
cana-6308	61	16	will	will	AUX
cana-6308	61	17	fall	fall	VERB
cana-6308	61	18	into	into	ADP
cana-6308	61	19	a	a	DET
cana-6308	61	20	specific	specific	ADJ
cana-6308	61	21	class	class	NOUN
cana-6308	61	22	.	.	PUNCT
cana-6308	62	1	because	because	SCONJ
cana-6308	62	2	of	of	ADP
cana-6308	62	3	its	its	PRON
cana-6308	62	4	ease	ease	NOUN
cana-6308	62	5	of	of	ADP
cana-6308	62	6	use	use	NOUN
cana-6308	62	7	and	and	CCONJ
cana-6308	62	8	quick	quick	ADJ
cana-6308	62	9	training	training	NOUN
cana-6308	62	10	time	time	NOUN
cana-6308	62	11	,	,	PUNCT
cana-6308	62	12	it	it	PRON
cana-6308	62	13	is	be	AUX
cana-6308	62	14	frequently	frequently	ADV
cana-6308	62	15	used	use	VERB
cana-6308	62	16	as	as	ADP
cana-6308	62	17	a	a	DET
cana-6308	62	18	baseline	baseline	NOUN
cana-6308	62	19	and	and	CCONJ
cana-6308	62	20	performs	perform	VERB
cana-6308	62	21	well	well	ADV
cana-6308	62	22	with	with	ADP
cana-6308	62	23	linearly	linearly	ADV
cana-6308	62	24	separable	separable	ADJ
cana-6308	62	25	data	datum	NOUN
cana-6308	62	26	.	.	PUNCT
cana-6308	63	1	because	because	SCONJ
cana-6308	63	2	the	the	DET
cana-6308	63	3	communications	communication	NOUN
cana-6308	63	4	on	on	ADP
cana-6308	63	5	applied	apply	VERB
cana-6308	63	6	nonlinear	nonlinear	ADJ
cana-6308	63	7	analysis	analysis	NOUN
cana-6308	63	8	issn	issn	NOUN
cana-6308	63	9	:	:	PUNCT
cana-6308	63	10	1074	1074	NUM
cana-6308	63	11	-	-	PUNCT
cana-6308	63	12	133x	133x	NUM
cana-6308	63	13	vol	vol	NOUN
cana-6308	63	14	32	32	NUM
cana-6308	63	15	no	no	NOUN
cana-6308	63	16	.	.	PUNCT
cana-6308	64	1	1s	1s	NUM
cana-6308	64	2	(	(	PUNCT
cana-6308	64	3	2025	2025	NUM
cana-6308	64	4	)	)	PUNCT
cana-6308	64	5	740	740	NUM
cana-6308	64	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-6308	64	7	coefficients	coefficient	NOUN
cana-6308	64	8	show	show	VERB
cana-6308	64	9	the	the	DET
cana-6308	64	10	relative	relative	ADJ
cana-6308	64	11	relevance	relevance	NOUN
cana-6308	64	12	of	of	ADP
cana-6308	64	13	each	each	DET
cana-6308	64	14	feature	feature	NOUN
cana-6308	64	15	,	,	PUNCT
cana-6308	64	16	logistic	logistic	ADJ
cana-6308	64	17	regression	regression	NOUN
cana-6308	64	18	is	be	AUX
cana-6308	64	19	especially	especially	ADV
cana-6308	64	20	helpful	helpful	ADJ
cana-6308	64	21	when	when	SCONJ
cana-6308	64	22	interpretability	interpretability	NOUN
cana-6308	64	23	is	be	AUX
cana-6308	64	24	needed	need	VERB
cana-6308	64	25	.	.	PUNCT
cana-6308	65	1	figure	figure	VERB
cana-6308	65	2	3	3	NUM
cana-6308	65	3	.	.	PUNCT
cana-6308	66	1	overall	overall	ADJ
cana-6308	66	2	data	datum	NOUN
cana-6308	66	3	flow	flow	NOUN
cana-6308	66	4	for	for	ADP
cana-6308	66	5	the	the	DET
cana-6308	66	6	suggested	suggest	VERB
cana-6308	66	7	smartphone	smartphone	NOUN
cana-6308	66	8	-	-	PUNCT
cana-6308	66	9	based	base	VERB
cana-6308	66	10	activity	activity	NOUN
cana-6308	66	11	recognition	recognition	NOUN
cana-6308	66	12	system	system	NOUN
cana-6308	66	13	despite	despite	SCONJ
cana-6308	66	14	these	these	DET
cana-6308	66	15	developments	development	NOUN
cana-6308	66	16	,	,	PUNCT
cana-6308	66	17	issues	issue	NOUN
cana-6308	66	18	like	like	ADP
cana-6308	66	19	biases	bias	NOUN
cana-6308	66	20	in	in	ADP
cana-6308	66	21	ai	ai	PROPN
cana-6308	66	22	systems	system	NOUN
cana-6308	66	23	create	create	VERB
cana-6308	66	24	ethical	ethical	ADJ
cana-6308	66	25	and	and	CCONJ
cana-6308	66	26	privacy	privacy	NOUN
cana-6308	66	27	concerns	concern	NOUN
cana-6308	66	28	[	[	X
cana-6308	66	29	15	15	NUM
cana-6308	66	30	]	]	PUNCT
cana-6308	66	31	.	.	PUNCT
cana-6308	67	1	even	even	ADV
cana-6308	67	2	though	though	SCONJ
cana-6308	67	3	many	many	ADJ
cana-6308	67	4	conceptual	conceptual	ADJ
cana-6308	67	5	studies	study	NOUN
cana-6308	67	6	show	show	VERB
cana-6308	67	7	the	the	DET
cana-6308	67	8	real	real	ADJ
cana-6308	67	9	advantages	advantage	NOUN
cana-6308	67	10	of	of	ADP
cana-6308	67	11	integrating	integrate	VERB
cana-6308	67	12	ai	ai	VERB
cana-6308	67	13	into	into	ADP
cana-6308	67	14	hrm	hrm	PROPN
cana-6308	67	15	across	across	ADP
cana-6308	67	16	different	different	ADJ
cana-6308	67	17	industries	industry	NOUN
cana-6308	68	1	[	[	X
cana-6308	68	2	16–18	16–18	NUM
cana-6308	68	3	]	]	PUNCT
cana-6308	68	4	,	,	PUNCT
cana-6308	68	5	problems	problem	NOUN
cana-6308	68	6	like	like	ADP
cana-6308	68	7	algorithmic	algorithmic	ADJ
cana-6308	68	8	fairness	fairness	NOUN
cana-6308	68	9	and	and	CCONJ
cana-6308	68	10	the	the	DET
cana-6308	68	11	requirement	requirement	NOUN
cana-6308	68	12	for	for	ADP
cana-6308	68	13	transparency	transparency	NOUN
cana-6308	68	14	still	still	ADV
cana-6308	68	15	exist	exist	VERB
cana-6308	68	16	[	[	PUNCT
cana-6308	68	17	19	19	NUM
cana-6308	68	18	]	]	X
cana-6308	68	19	techniques	technique	NOUN
cana-6308	68	20	will	will	AUX
cana-6308	68	21	be	be	AUX
cana-6308	68	22	key	key	ADJ
cana-6308	68	23	components	component	NOUN
cana-6308	68	24	of	of	ADP
cana-6308	68	25	future	future	ADJ
cana-6308	68	26	hrm	hrm	PROPN
cana-6308	69	1	[	[	X
cana-6308	69	2	16	16	NUM
cana-6308	69	3	]	]	PUNCT
cana-6308	69	4	.	.	PUNCT
cana-6308	70	1	1	1	X
cana-6308	70	2	.	.	X
cana-6308	70	3	literature	literature	NOUN
cana-6308	70	4	review	review	VERB
cana-6308	70	5	2.1	2.1	NUM
cana-6308	70	6	common	common	ADJ
cana-6308	70	7	method	method	NOUN
cana-6308	70	8	bias	bias	NOUN
cana-6308	70	9	common	common	ADJ
cana-6308	70	10	method	method	NOUN
cana-6308	70	11	bias	bias	NOUN
cana-6308	70	12	(	(	PUNCT
cana-6308	70	13	cmb	cmb	PROPN
cana-6308	70	14	)	)	PUNCT
cana-6308	70	15	is	be	AUX
cana-6308	70	16	a	a	DET
cana-6308	70	17	potential	potential	ADJ
cana-6308	70	18	concern	concern	NOUN
cana-6308	70	19	in	in	ADP
cana-6308	70	20	survey	survey	NOUN
cana-6308	70	21	-	-	PUNCT
cana-6308	70	22	based	base	VERB
cana-6308	70	23	and	and	CCONJ
cana-6308	70	24	cross	cross	ADJ
cana-6308	70	25	-	-	ADJ
cana-6308	70	26	sectional	sectional	ADJ
cana-6308	70	27	research	research	NOUN
cana-6308	70	28	,	,	PUNCT
cana-6308	70	29	particularly	particularly	ADV
cana-6308	70	30	when	when	SCONJ
cana-6308	70	31	data	datum	NOUN
cana-6308	70	32	for	for	ADP
cana-6308	70	33	both	both	CCONJ
cana-6308	70	34	exogenous	exogenous	ADJ
cana-6308	70	35	and	and	CCONJ
cana-6308	70	36	endogenous	endogenous	ADJ
cana-6308	70	37	variables	variable	NOUN
cana-6308	70	38	are	be	AUX
cana-6308	70	39	collected	collect	VERB
cana-6308	70	40	simultaneously	simultaneously	ADV
cana-6308	70	41	.	.	PUNCT
cana-6308	71	1	to	to	PART
cana-6308	71	2	mitigate	mitigate	VERB
cana-6308	71	3	this	this	DET
cana-6308	71	4	issue	issue	NOUN
cana-6308	71	5	,	,	PUNCT
cana-6308	71	6	both	both	CCONJ
cana-6308	71	7	procedural	procedural	ADJ
cana-6308	71	8	and	and	CCONJ
cana-6308	71	9	statistical	statistical	ADJ
cana-6308	71	10	remedies	remedy	NOUN
cana-6308	71	11	can	can	AUX
cana-6308	71	12	be	be	AUX
cana-6308	71	13	employed	employ	VERB
cana-6308	71	14	.	.	PUNCT
cana-6308	72	1	as	as	SCONJ
cana-6308	72	2	suggested	suggest	VERB
cana-6308	72	3	by	by	ADP
cana-6308	72	4	ref	ref	NOUN
cana-6308	72	5	.	.	PUNCT
cana-6308	73	1	[	[	X
cana-6308	73	2	24	24	NUM
cana-6308	73	3	]	]	PUNCT
cana-6308	73	4	,	,	PUNCT
cana-6308	73	5	randomizing	randomize	VERB
cana-6308	73	6	the	the	DET
cana-6308	73	7	order	order	NOUN
cana-6308	73	8	of	of	ADP
cana-6308	73	9	survey	survey	NOUN
cana-6308	73	10	questions	question	NOUN
cana-6308	73	11	prior	prior	ADV
cana-6308	73	12	to	to	ADP
cana-6308	73	13	data	data	NOUN
cana-6308	73	14	collection	collection	NOUN
cana-6308	73	15	can	can	AUX
cana-6308	73	16	help	help	VERB
cana-6308	73	17	maintain	maintain	VERB
cana-6308	73	18	respondent	respondent	ADJ
cana-6308	73	19	attention	attention	NOUN
cana-6308	73	20	and	and	CCONJ
cana-6308	73	21	reduce	reduce	VERB
cana-6308	73	22	bias	bias	NOUN
cana-6308	73	23	.	.	PUNCT
cana-6308	74	1	table:1	table:1	NOUN
cana-6308	74	2	.	.	PUNCT
cana-6308	75	1	generative	generative	PROPN
cana-6308	75	2	ai	ai	PROPN
cana-6308	75	3	applications	application	NOUN
cana-6308	75	4	in	in	ADP
cana-6308	75	5	recruitment	recruitment	NOUN
cana-6308	75	6	steps	step	NOUN
cana-6308	75	7	involved	involve	VERB
cana-6308	75	8	sub	sub	NOUN
cana-6308	75	9	-	-	NOUN
cana-6308	75	10	steps	step	NOUN
cana-6308	75	11	involved	involve	VERB
cana-6308	75	12	generative	generative	ADJ
cana-6308	75	13	ai	ai	VERB
cana-6308	75	14	application	application	NOUN
cana-6308	75	15	candidate	candidate	NOUN
cana-6308	75	16	screening	screening	NOUN
cana-6308	75	17	resume	resume	NOUN
cana-6308	75	18	screening	screen	VERB
cana-6308	75	19	,	,	PUNCT
cana-6308	75	20	preliminary	preliminary	ADJ
cana-6308	75	21	evaluation	evaluation	NOUN
cana-6308	75	22	,	,	PUNCT
cana-6308	75	23	and	and	CCONJ
cana-6308	75	24	suitability	suitability	NOUN
cana-6308	75	25	employs	employ	VERB
cana-6308	75	26	nlp	nlp	NOUN
cana-6308	75	27	to	to	PART
cana-6308	75	28	sort	sort	VERB
cana-6308	75	29	and	and	CCONJ
cana-6308	75	30	filter	filter	NOUN
cana-6308	75	31	resumes	resume	NOUN
cana-6308	75	32	according	accord	VERB
cana-6308	75	33	to	to	ADP
cana-6308	75	34	job	job	NOUN
cana-6308	75	35	specifications	specification	NOUN
cana-6308	75	36	.	.	PUNCT
cana-6308	76	1	shortlists	shortlist	VERB
cana-6308	76	2	the	the	DET
cana-6308	76	3	best	good	ADJ
cana-6308	76	4	applicants	applicant	NOUN
cana-6308	76	5	by	by	ADP
cana-6308	76	6	evaluating	evaluate	VERB
cana-6308	76	7	their	their	PRON
cana-6308	76	8	qualifications	qualification	NOUN
cana-6308	76	9	and	and	CCONJ
cana-6308	76	10	experience	experience	NOUN
cana-6308	76	11	.	.	PUNCT
cana-6308	77	1	final	final	ADJ
cana-6308	77	2	evaluation	evaluation	NOUN
cana-6308	77	3	final	final	ADJ
cana-6308	77	4	interview	interview	NOUN
cana-6308	77	5	appropriateness	appropriateness	NOUN
cana-6308	77	6	final	final	ADJ
cana-6308	77	7	interview	interview	NOUN
cana-6308	77	8	;	;	PUNCT
cana-6308	77	9	notification	notification	NOUN
cana-6308	77	10	of	of	ADP
cana-6308	77	11	hiring	hire	VERB
cana-6308	77	12	decision	decision	NOUN
cana-6308	77	13	;	;	PUNCT
cana-6308	77	14	gathering	gather	VERB
cana-6308	77	15	of	of	ADP
cana-6308	77	16	documentation	documentation	NOUN
cana-6308	77	17	analyses	analyse	VERB
cana-6308	77	18	candidate	candidate	NOUN
cana-6308	77	19	performance	performance	NOUN
cana-6308	77	20	during	during	ADP
cana-6308	77	21	interviews	interview	NOUN
cana-6308	77	22	in	in	ADP
cana-6308	77	23	real	real	ADJ
cana-6308	77	24	time	time	NOUN
cana-6308	77	25	.	.	PUNCT
cana-6308	77	26	creates	create	VERB
cana-6308	77	27	interview	interview	NOUN
cana-6308	77	28	questions	question	NOUN
cana-6308	77	29	with	with	ADP
cana-6308	77	30	communications	communication	NOUN
cana-6308	77	31	on	on	ADP
cana-6308	77	32	applied	apply	VERB
cana-6308	77	33	nonlinear	nonlinear	ADJ
cana-6308	77	34	analysis	analysis	NOUN
cana-6308	77	35	issn	issn	NOUN
cana-6308	77	36	:	:	PUNCT
cana-6308	77	37	1074	1074	NUM
cana-6308	77	38	-	-	PUNCT
cana-6308	77	39	133x	133x	NUM
cana-6308	77	40	vol	vol	NOUN
cana-6308	77	41	32	32	NUM
cana-6308	77	42	no	no	NOUN
cana-6308	77	43	.	.	PUNCT
cana-6308	78	1	1s	1s	NUM
cana-6308	78	2	(	(	PUNCT
cana-6308	78	3	2025	2025	NUM
cana-6308	78	4	)	)	PUNCT
cana-6308	78	5	741	741	NUM
cana-6308	78	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	78	7	and	and	CCONJ
cana-6308	78	8	feedback	feedback	NOUN
cana-6308	78	9	structure	structure	NOUN
cana-6308	78	10	and	and	CCONJ
cana-6308	78	11	assesses	assesse	NOUN
cana-6308	78	12	answers	answer	NOUN
cana-6308	78	13	.	.	PUNCT
cana-6308	79	1	notifications	notification	NOUN
cana-6308	79	2	of	of	ADP
cana-6308	79	3	employment	employment	NOUN
cana-6308	79	4	decisions	decision	NOUN
cana-6308	79	5	are	be	AUX
cana-6308	79	6	automated	automate	VERB
cana-6308	79	7	.	.	PUNCT
cana-6308	80	1	evaluates	evaluate	NOUN
cana-6308	80	2	submitted	submit	VERB
cana-6308	80	3	paperwork	paperwork	NOUN
cana-6308	80	4	and	and	CCONJ
cana-6308	80	5	examines	examine	VERB
cana-6308	80	6	interview	interview	NOUN
cana-6308	80	7	feedback	feedback	NOUN
cana-6308	80	8	.	.	PUNCT
cana-6308	81	1	contract	contract	NOUN
cana-6308	81	2	management	management	NOUN
cana-6308	81	3	preparing	prepare	VERB
cana-6308	81	4	the	the	DET
cana-6308	81	5	contract	contract	NOUN
cana-6308	81	6	,	,	PUNCT
cana-6308	81	7	approving	approve	VERB
cana-6308	81	8	it	it	PRON
cana-6308	81	9	,	,	PUNCT
cana-6308	81	10	and	and	CCONJ
cana-6308	81	11	updating	update	VERB
cana-6308	81	12	the	the	DET
cana-6308	81	13	applicant	applicant	ADJ
cana-6308	81	14	status	status	NOUN
cana-6308	81	15	drafts	draft	NOUN
cana-6308	81	16	customized	customize	VERB
cana-6308	81	17	contracts	contract	NOUN
cana-6308	81	18	based	base	VERB
cana-6308	81	19	on	on	ADP
cana-6308	81	20	role	role	NOUN
cana-6308	81	21	details	detail	NOUN
cana-6308	81	22	,	,	PUNCT
cana-6308	81	23	terms	term	NOUN
cana-6308	81	24	,	,	PUNCT
cana-6308	81	25	and	and	CCONJ
cana-6308	81	26	compliance	compliance	NOUN
cana-6308	81	27	rules	rule	NOUN
cana-6308	81	28	.	.	PUNCT
cana-6308	82	1	suggests	suggest	VERB
cana-6308	82	2	edits	edit	NOUN
cana-6308	82	3	and	and	CCONJ
cana-6308	82	4	revisions	revision	NOUN
cana-6308	82	5	for	for	ADP
cana-6308	82	6	quick	quick	ADJ
cana-6308	82	7	legal	legal	ADJ
cana-6308	82	8	approval	approval	NOUN
cana-6308	82	9	.	.	PUNCT
cana-6308	83	1	automatically	automatically	ADV
cana-6308	83	2	updates	update	VERB
cana-6308	83	3	candidate	candidate	NOUN
cana-6308	83	4	records	record	NOUN
cana-6308	83	5	after	after	ADP
cana-6308	83	6	contract	contract	NOUN
cana-6308	83	7	signing	signing	NOUN
cana-6308	83	8	.	.	PUNCT
cana-6308	84	1	statistically	statistically	ADV
cana-6308	84	2	,	,	PUNCT
cana-6308	84	3	harman	harman	PROPN
cana-6308	84	4	’s	’s	PART
cana-6308	84	5	single	single	ADJ
cana-6308	84	6	-	-	PUNCT
cana-6308	84	7	factor	factor	NOUN
cana-6308	84	8	test	test	NOUN
cana-6308	84	9	is	be	AUX
cana-6308	84	10	a	a	DET
cana-6308	84	11	widely	widely	ADV
cana-6308	84	12	used	use	VERB
cana-6308	84	13	technique	technique	NOUN
cana-6308	84	14	to	to	PART
cana-6308	84	15	assess	assess	VERB
cana-6308	84	16	cmb	cmb	PROPN
cana-6308	84	17	.	.	PUNCT
cana-6308	85	1	according	accord	VERB
cana-6308	85	2	to	to	ADP
cana-6308	85	3	refs	ref	NOUN
cana-6308	85	4	.	.	PUNCT
cana-6308	86	1	[	[	X
cana-6308	86	2	21	21	NUM
cana-6308	86	3	,	,	PUNCT
cana-6308	86	4	25	25	NUM
cana-6308	86	5	]	]	PUNCT
cana-6308	86	6	,	,	PUNCT
cana-6308	86	7	the	the	DET
cana-6308	86	8	data	datum	NOUN
cana-6308	86	9	are	be	AUX
cana-6308	86	10	deemed	deem	VERB
cana-6308	86	11	free	free	ADJ
cana-6308	86	12	of	of	ADP
cana-6308	86	13	significant	significant	ADJ
cana-6308	86	14	common	common	ADJ
cana-6308	86	15	method	method	NOUN
cana-6308	86	16	bias	bias	NOUN
cana-6308	86	17	if	if	SCONJ
cana-6308	86	18	one	one	NUM
cana-6308	86	19	component	component	NOUN
cana-6308	86	20	explains	explain	VERB
cana-6308	86	21	less	less	ADJ
cana-6308	86	22	than	than	ADP
cana-6308	86	23	40	40	NUM
cana-6308	86	24	%	%	NOUN
cana-6308	86	25	of	of	ADP
cana-6308	86	26	the	the	DET
cana-6308	86	27	variance	variance	NOUN
cana-6308	86	28	.	.	PUNCT
cana-6308	87	1	just	just	ADV
cana-6308	87	2	21	21	NUM
cana-6308	87	3	%	%	NOUN
cana-6308	87	4	of	of	ADP
cana-6308	87	5	the	the	DET
cana-6308	87	6	variance	variance	NOUN
cana-6308	87	7	in	in	ADP
cana-6308	87	8	this	this	DET
cana-6308	87	9	study	study	NOUN
cana-6308	87	10	was	be	AUX
cana-6308	87	11	explained	explain	VERB
cana-6308	87	12	by	by	ADP
cana-6308	87	13	the	the	DET
cana-6308	87	14	first	first	ADJ
cana-6308	87	15	component	component	NOUN
cana-6308	87	16	,	,	PUNCT
cana-6308	87	17	far	far	ADV
cana-6308	87	18	less	less	ADJ
cana-6308	87	19	than	than	ADP
cana-6308	87	20	the	the	DET
cana-6308	87	21	40	40	NUM
cana-6308	87	22	%	%	NOUN
cana-6308	87	23	requirement	requirement	NOUN
cana-6308	87	24	.	.	PUNCT
cana-6308	88	1	consequently	consequently	ADV
cana-6308	88	2	,	,	PUNCT
cana-6308	88	3	we	we	PRON
cana-6308	88	4	draw	draw	VERB
cana-6308	88	5	the	the	DET
cana-6308	88	6	conclusion	conclusion	NOUN
cana-6308	88	7	that	that	SCONJ
cana-6308	88	8	this	this	DET
cana-6308	88	9	dataset	dataset	NOUN
cana-6308	88	10	does	do	AUX
cana-6308	88	11	not	not	PART
cana-6308	88	12	exhibit	exhibit	VERB
cana-6308	88	13	common	common	ADJ
cana-6308	88	14	technique	technique	NOUN
cana-6308	88	15	bias	bias	NOUN
cana-6308	88	16	.	.	PUNCT
cana-6308	89	1	2.2	2.2	NUM
cana-6308	89	2	structural	structural	ADJ
cana-6308	89	3	equation	equation	NOUN
cana-6308	89	4	modeling	modeling	NOUN
cana-6308	89	5	to	to	PART
cana-6308	89	6	examine	examine	VERB
cana-6308	89	7	the	the	DET
cana-6308	89	8	data	datum	NOUN
cana-6308	89	9	,	,	PUNCT
cana-6308	89	10	we	we	PRON
cana-6308	89	11	used	use	VERB
cana-6308	89	12	structural	structural	ADJ
cana-6308	89	13	equation	equation	NOUN
cana-6308	89	14	modeling	modeling	NOUN
cana-6308	89	15	(	(	PUNCT
cana-6308	89	16	sem	sem	NOUN
cana-6308	89	17	)	)	PUNCT
cana-6308	89	18	,	,	PUNCT
cana-6308	89	19	a	a	DET
cana-6308	89	20	reliable	reliable	ADJ
cana-6308	89	21	multivariate	multivariate	NOUN
cana-6308	89	22	analysis	analysis	NOUN
cana-6308	89	23	method	method	NOUN
cana-6308	89	24	.	.	PUNCT
cana-6308	90	1	assessing	assess	VERB
cana-6308	90	2	the	the	DET
cana-6308	90	3	measurement	measurement	NOUN
cana-6308	90	4	model	model	NOUN
cana-6308	90	5	to	to	PART
cana-6308	90	6	determine	determine	VERB
cana-6308	90	7	the	the	DET
cana-6308	90	8	validity	validity	NOUN
cana-6308	90	9	and	and	CCONJ
cana-6308	90	10	reliability	reliability	NOUN
cana-6308	90	11	of	of	ADP
cana-6308	90	12	the	the	DET
cana-6308	90	13	constructs	construct	NOUN
cana-6308	90	14	and	and	CCONJ
cana-6308	90	15	evaluating	evaluate	VERB
cana-6308	90	16	the	the	DET
cana-6308	90	17	structural	structural	ADJ
cana-6308	90	18	model	model	NOUN
cana-6308	90	19	to	to	PART
cana-6308	90	20	validate	validate	VERB
cana-6308	90	21	proposed	propose	VERB
cana-6308	90	22	relationships	relationship	NOUN
cana-6308	90	23	are	be	AUX
cana-6308	90	24	the	the	DET
cana-6308	90	25	two	two	NUM
cana-6308	90	26	primary	primary	ADJ
cana-6308	90	27	steps	step	NOUN
cana-6308	90	28	in	in	ADP
cana-6308	90	29	the	the	DET
cana-6308	90	30	sem	sem	NOUN
cana-6308	90	31	technique	technique	NOUN
cana-6308	90	32	.	.	PUNCT
cana-6308	91	1	2.3	2.3	NUM
cana-6308	91	2	measurement	measurement	NOUN
cana-6308	91	3	model	model	NOUN
cana-6308	91	4	assessment	assessment	NOUN
cana-6308	91	5	the	the	DET
cana-6308	91	6	threshold	threshold	NOUN
cana-6308	91	7	loading	loading	NOUN
cana-6308	91	8	value	value	NOUN
cana-6308	91	9	of	of	ADP
cana-6308	91	10	0.60	0.60	NUM
cana-6308	91	11	indicator	indicator	NOUN
cana-6308	91	12	[	[	X
cana-6308	91	13	20	20	NUM
cana-6308	91	14	]	]	PUNCT
cana-6308	91	15	.	.	PUNCT
cana-6308	92	1	cronbach	cronbach	PROPN
cana-6308	92	2	's	's	PART
cana-6308	92	3	alpha	alpha	NOUN
cana-6308	92	4	was	be	AUX
cana-6308	92	5	used	use	VERB
cana-6308	92	6	to	to	PART
cana-6308	92	7	measure	measure	VERB
cana-6308	92	8	factor	factor	NOUN
cana-6308	92	9	reliability	reliability	NOUN
cana-6308	92	10	,	,	PUNCT
cana-6308	92	11	and	and	CCONJ
cana-6308	92	12	the	the	DET
cana-6308	92	13	well	well	ADV
cana-6308	92	14	-	-	PUNCT
cana-6308	92	15	recognised	recognise	VERB
cana-6308	92	16	cutoff	cutoff	NOUN
cana-6308	92	17	of	of	ADP
cana-6308	92	18	0	0	NUM
cana-6308	92	19	.	.	PUNCT
cana-6308	93	1	[	[	PUNCT
cana-6308	93	2	26	26	NUM
cana-6308	93	3	]	]	PUNCT
cana-6308	93	4	.	.	PUNCT
cana-6308	94	1	more	more	ADJ
cana-6308	94	2	than	than	ADP
cana-6308	94	3	0.50	0.50	NUM
cana-6308	94	4	,	,	PUNCT
cana-6308	94	5	was	be	AUX
cana-6308	94	6	used	use	VERB
cana-6308	94	7	to	to	PART
cana-6308	94	8	assess	assess	VERB
cana-6308	94	9	convergent	convergent	ADJ
cana-6308	94	10	validity	validity	NOUN
cana-6308	94	11	[	[	X
cana-6308	94	12	20	20	NUM
cana-6308	94	13	]	]	PUNCT
cana-6308	94	14	.	.	PUNCT
cana-6308	95	1	all	all	PRON
cana-6308	95	2	of	of	ADP
cana-6308	95	3	the	the	DET
cana-6308	95	4	constructs	construct	NOUN
cana-6308	95	5	displayed	display	VERB
cana-6308	95	6	respectable	respectable	ADJ
cana-6308	95	7	levels	level	NOUN
cana-6308	95	8	of	of	ADP
cana-6308	95	9	convergent	convergent	NOUN
cana-6308	95	10	validity	validity	NOUN
cana-6308	95	11	,	,	PUNCT
cana-6308	95	12	factor	factor	NOUN
cana-6308	95	13	reliability	reliability	NOUN
cana-6308	95	14	,	,	PUNCT
cana-6308	95	15	and	and	CCONJ
cana-6308	95	16	indicator	indicator	NOUN
cana-6308	95	17	reliability	reliability	NOUN
cana-6308	95	18	,	,	PUNCT
cana-6308	95	19	as	as	SCONJ
cana-6308	95	20	indicated	indicate	VERB
cana-6308	95	21	in	in	ADP
cana-6308	95	22	table	table	NOUN
cana-6308	95	23	2	2	NUM
cana-6308	95	24	:	:	PUNCT
cana-6308	95	25	generative	generative	NOUN
cana-6308	95	26	ai	ai	VERB
cana-6308	95	27	applications	application	NOUN
cana-6308	95	28	across	across	ADP
cana-6308	95	29	hr	hr	NOUN
cana-6308	95	30	functions	function	NOUN
cana-6308	95	31	hr	hr	NOUN
cana-6308	95	32	function	function	NOUN
cana-6308	95	33	steps	step	NOUN
cana-6308	95	34	involved	involve	VERB
cana-6308	95	35	sub	sub	NOUN
cana-6308	95	36	-	-	ADJ
cana-6308	95	37	steps	step	NOUN
cana-6308	95	38	generative	generative	ADJ
cana-6308	95	39	ai	ai	VERB
cana-6308	95	40	application	application	NOUN
cana-6308	95	41	performance	performance	NOUN
cana-6308	95	42	management	management	NOUN
cana-6308	95	43	performance	performance	NOUN
cana-6308	95	44	evaluation	evaluation	NOUN
cana-6308	95	45	determine	determine	NOUN
cana-6308	95	46	skill	skill	NOUN
cana-6308	95	47	gaps	gap	NOUN
cana-6308	95	48	,	,	PUNCT
cana-6308	95	49	compute	compute	NOUN
cana-6308	95	50	performance	performance	NOUN
cana-6308	95	51	scores	score	NOUN
cana-6308	95	52	,	,	PUNCT
cana-6308	95	53	develop	develop	VERB
cana-6308	95	54	individualised	individualised	ADJ
cana-6308	95	55	learning	learning	NOUN
cana-6308	95	56	plans	plan	NOUN
cana-6308	95	57	,	,	PUNCT
cana-6308	95	58	and	and	CCONJ
cana-6308	95	59	communicate	communicate	VERB
cana-6308	95	60	performance	performance	NOUN
cana-6308	95	61	outcomes	outcome	NOUN
cana-6308	95	62	.	.	PUNCT
cana-6308	96	1	evaluates	evaluate	VERB
cana-6308	96	2	employee	employee	NOUN
cana-6308	96	3	information	information	NOUN
cana-6308	96	4	and	and	CCONJ
cana-6308	96	5	conduct	conduct	NOUN
cana-6308	96	6	to	to	PART
cana-6308	96	7	produce	produce	VERB
cana-6308	96	8	precise	precise	ADJ
cana-6308	96	9	performance	performance	NOUN
cana-6308	96	10	ratings	rating	NOUN
cana-6308	96	11	.	.	PUNCT
cana-6308	97	1	finds	find	VERB
cana-6308	97	2	areas	area	NOUN
cana-6308	97	3	where	where	SCONJ
cana-6308	97	4	skills	skill	NOUN
cana-6308	97	5	need	need	VERB
cana-6308	97	6	improvement	improvement	NOUN
cana-6308	97	7	.	.	PUNCT
cana-6308	98	1	creates	create	VERB
cana-6308	98	2	customised	customised	ADJ
cana-6308	98	3	communications	communication	NOUN
cana-6308	98	4	on	on	ADP
cana-6308	98	5	applied	apply	VERB
cana-6308	98	6	nonlinear	nonlinear	ADJ
cana-6308	98	7	analysis	analysis	NOUN
cana-6308	98	8	issn	issn	NOUN
cana-6308	98	9	:	:	PUNCT
cana-6308	98	10	1074	1074	NUM
cana-6308	98	11	-	-	PUNCT
cana-6308	98	12	133x	133x	NUM
cana-6308	98	13	vol	vol	NOUN
cana-6308	98	14	32	32	NUM
cana-6308	98	15	no	no	NOUN
cana-6308	98	16	.	.	PUNCT
cana-6308	99	1	1s	1s	NUM
cana-6308	99	2	(	(	PUNCT
cana-6308	99	3	2025	2025	NUM
cana-6308	99	4	)	)	PUNCT
cana-6308	99	5	742	742	NUM
cana-6308	100	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	100	2	learning	learn	VERB
cana-6308	100	3	pathways	pathway	NOUN
cana-6308	100	4	.	.	PUNCT
cana-6308	101	1	distributes	distribute	VERB
cana-6308	101	2	performance	performance	NOUN
cana-6308	101	3	reviews	review	NOUN
cana-6308	101	4	with	with	ADP
cana-6308	101	5	insights	insight	NOUN
cana-6308	101	6	automatically	automatically	ADV
cana-6308	101	7	.	.	PUNCT
cana-6308	102	1	skill	skill	NOUN
cana-6308	102	2	development	development	NOUN
cana-6308	102	3	determine	determine	VERB
cana-6308	102	4	the	the	DET
cana-6308	102	5	requirement	requirement	NOUN
cana-6308	102	6	for	for	ADP
cana-6308	102	7	training	training	NOUN
cana-6308	102	8	suggest	suggest	VERB
cana-6308	102	9	educational	educational	ADJ
cana-6308	102	10	resources	resource	NOUN
cana-6308	102	11	notify	notify	VERB
cana-6308	102	12	the	the	DET
cana-6308	102	13	approval	approval	NOUN
cana-6308	102	14	of	of	ADP
cana-6308	102	15	the	the	DET
cana-6308	102	16	learning	learning	NOUN
cana-6308	102	17	plan	plan	NOUN
cana-6308	102	18	.	.	PUNCT
cana-6308	103	1	recommends	recommend	VERB
cana-6308	103	2	relevant	relevant	ADJ
cana-6308	103	3	training	training	NOUN
cana-6308	103	4	content	content	NOUN
cana-6308	103	5	.	.	PUNCT
cana-6308	104	1	sends	send	VERB
cana-6308	104	2	notifications	notification	NOUN
cana-6308	104	3	upon	upon	SCONJ
cana-6308	104	4	learning	learn	VERB
cana-6308	104	5	plan	plan	NOUN
cana-6308	104	6	approval	approval	NOUN
cana-6308	104	7	.	.	PUNCT
cana-6308	105	1	action	action	NOUN
cana-6308	105	2	create	create	VERB
cana-6308	105	3	improvement	improvement	NOUN
cana-6308	105	4	initiatives	initiative	NOUN
cana-6308	105	5	generates	generate	VERB
cana-6308	105	6	data	data	NOUN
cana-6308	105	7	-	-	PUNCT
cana-6308	105	8	driven	drive	VERB
cana-6308	105	9	engagement	engagement	NOUN
cana-6308	105	10	strategies	strategy	NOUN
cana-6308	105	11	and	and	CCONJ
cana-6308	105	12	development	development	NOUN
cana-6308	105	13	initiatives	initiative	NOUN
cana-6308	105	14	.	.	PUNCT
cana-6308	106	1	exit	exit	NOUN
cana-6308	106	2	management	management	NOUN
cana-6308	106	3	planning	planning	NOUN
cana-6308	106	4	assess	assess	NOUN
cana-6308	106	5	termination	termination	NOUN
cana-6308	106	6	reasons	reason	NOUN
cana-6308	106	7	prepare	prepare	VERB
cana-6308	106	8	documentation	documentation	NOUN
cana-6308	106	9	analyzes	analyze	VERB
cana-6308	106	10	trends	trend	NOUN
cana-6308	106	11	in	in	ADP
cana-6308	106	12	exits	exit	NOUN
cana-6308	106	13	and	and	CCONJ
cana-6308	106	14	reasons	reason	NOUN
cana-6308	106	15	.	.	PUNCT
cana-6308	107	1	generates	generate	VERB
cana-6308	107	2	personalized	personalized	ADJ
cana-6308	107	3	termination	termination	NOUN
cana-6308	107	4	letters	letter	NOUN
cana-6308	107	5	and	and	CCONJ
cana-6308	107	6	documentation	documentation	NOUN
cana-6308	107	7	.	.	PUNCT
cana-6308	108	1	communication	communication	NOUN
cana-6308	108	2	conduct	conduct	VERB
cana-6308	108	3	exit	exit	NOUN
cana-6308	108	4	interviews	interview	NOUN
cana-6308	108	5	drafts	draft	VERB
cana-6308	108	6	exit	exit	NOUN
cana-6308	108	7	interview	interview	NOUN
cana-6308	108	8	questions	question	NOUN
cana-6308	108	9	.	.	PUNCT
cana-6308	109	1	analyzes	analyze	VERB
cana-6308	109	2	feedback	feedback	NOUN
cana-6308	109	3	for	for	ADP
cana-6308	109	4	hr	hr	NOUN
cana-6308	109	5	process	process	NOUN
cana-6308	109	6	improvement	improvement	NOUN
cana-6308	109	7	.	.	PUNCT
cana-6308	110	1	exit	exit	NOUN
cana-6308	110	2	documentation	documentation	NOUN
cana-6308	110	3	complete	complete	ADJ
cana-6308	110	4	surveys	survey	NOUN
cana-6308	110	5	finalize	finalize	VERB
cana-6308	110	6	legal	legal	ADJ
cana-6308	110	7	documents	document	NOUN
cana-6308	110	8	analyzes	analyze	VERB
cana-6308	110	9	exit	exit	NOUN
cana-6308	110	10	surveys	survey	NOUN
cana-6308	110	11	for	for	ADP
cana-6308	110	12	insights	insight	NOUN
cana-6308	110	13	.	.	PUNCT
cana-6308	111	1	prepares	prepare	NOUN
cana-6308	111	2	and	and	CCONJ
cana-6308	111	3	verifies	verifie	NOUN
cana-6308	111	4	compliance	compliance	NOUN
cana-6308	111	5	and	and	CCONJ
cana-6308	111	6	legal	legal	ADJ
cana-6308	111	7	documents	document	NOUN
cana-6308	111	8	.	.	PUNCT
cana-6308	112	1	2.4	2.4	NUM
cana-6308	112	2	discriminant	discriminant	NOUN
cana-6308	112	3	validity	validity	NOUN
cana-6308	112	4	the	the	DET
cana-6308	112	5	fornell	fornell	NOUN
cana-6308	112	6	–	–	PUNCT
cana-6308	112	7	larcker	larcker	NOUN
cana-6308	112	8	criterion	criterion	NOUN
cana-6308	112	9	was	be	AUX
cana-6308	112	10	used	use	VERB
cana-6308	112	11	to	to	PART
cana-6308	112	12	verify	verify	VERB
cana-6308	112	13	discriminant	discriminant	ADJ
cana-6308	112	14	validity	validity	NOUN
cana-6308	112	15	,	,	PUNCT
cana-6308	112	16	which	which	PRON
cana-6308	112	17	guarantees	guarantee	VERB
cana-6308	112	18	that	that	SCONJ
cana-6308	112	19	each	each	PRON
cana-6308	112	20	construct	construct	NOUN
cana-6308	112	21	measures	measure	NOUN
cana-6308	112	22	a	a	DET
cana-6308	112	23	unique	unique	ADJ
cana-6308	112	24	notion	notion	NOUN
cana-6308	112	25	[	[	X
cana-6308	112	26	20	20	NUM
cana-6308	112	27	,	,	PUNCT
cana-6308	112	28	27	27	NUM
cana-6308	112	29	]	]	PUNCT
cana-6308	112	30	.	.	PUNCT
cana-6308	113	1	ave	ave	PROPN
cana-6308	113	2	should	should	AUX
cana-6308	113	3	be	be	AUX
cana-6308	113	4	higher	high	ADJ
cana-6308	113	5	than	than	ADP
cana-6308	113	6	its	its	PRON
cana-6308	113	7	correlations	correlation	NOUN
cana-6308	113	8	with	with	ADP
cana-6308	113	9	other	other	ADJ
cana-6308	113	10	constructs	construct	NOUN
cana-6308	113	11	,	,	PUNCT
cana-6308	113	12	based	base	VERB
cana-6308	113	13	on	on	ADP
cana-6308	113	14	this	this	DET
cana-6308	113	15	strategy	strategy	NOUN
cana-6308	113	16	.	.	PUNCT
cana-6308	114	1	the	the	DET
cana-6308	114	2	findings	finding	NOUN
cana-6308	114	3	are	be	AUX
cana-6308	114	4	shown	show	VERB
cana-6308	114	5	in	in	ADP
cana-6308	114	6	table	table	NOUN
cana-6308	114	7	2	2	NUM
cana-6308	114	8	.	.	NUM
cana-6308	114	9	,	,	PUNCT
cana-6308	114	10	support	support	VERB
cana-6308	114	11	the	the	DET
cana-6308	114	12	discriminant	discriminant	ADJ
cana-6308	114	13	validity	validity	NOUN
cana-6308	114	14	of	of	ADP
cana-6308	114	15	all	all	DET
cana-6308	114	16	constructs	construct	NOUN
cana-6308	114	17	.	.	PUNCT
cana-6308	115	1	additionally	additionally	ADV
cana-6308	115	2	,	,	PUNCT
cana-6308	115	3	discriminant	discriminant	ADJ
cana-6308	115	4	validity	validity	NOUN
cana-6308	115	5	was	be	AUX
cana-6308	115	6	assessed	assess	VERB
cana-6308	115	7	using	use	VERB
cana-6308	115	8	the	the	DET
cana-6308	115	9	cross	cross	ADJ
cana-6308	115	10	-	-	ADJ
cana-6308	115	11	loading	loading	ADJ
cana-6308	115	12	method	method	NOUN
cana-6308	115	13	[	[	X
cana-6308	115	14	28	28	NUM
cana-6308	115	15	,	,	PUNCT
cana-6308	115	16	29	29	NUM
cana-6308	115	17	]	]	PUNCT
cana-6308	115	18	.	.	PUNCT
cana-6308	116	1	each	each	DET
cana-6308	116	2	item	item	NOUN
cana-6308	116	3	’s	’s	PART
cana-6308	116	4	loading	loading	NOUN
cana-6308	116	5	on	on	ADP
cana-6308	116	6	its	its	PRON
cana-6308	116	7	respective	respective	ADJ
cana-6308	116	8	construct	construct	NOUN
cana-6308	116	9	was	be	AUX
cana-6308	116	10	compared	compare	VERB
cana-6308	116	11	with	with	ADP
cana-6308	116	12	its	its	PRON
cana-6308	116	13	loadings	loading	NOUN
cana-6308	116	14	on	on	ADP
cana-6308	116	15	other	other	ADJ
cana-6308	116	16	constructs	construct	NOUN
cana-6308	116	17	[	[	X
cana-6308	116	18	25	25	NUM
cana-6308	116	19	]	]	PUNCT
cana-6308	116	20	.	.	PUNCT
cana-6308	117	1	as	as	SCONJ
cana-6308	117	2	shown	show	VERB
cana-6308	117	3	in	in	ADP
cana-6308	117	4	table	table	NOUN
cana-6308	117	5	3	3	NUM
cana-6308	117	6	,	,	PUNCT
cana-6308	117	7	all	all	DET
cana-6308	117	8	indicators	indicator	NOUN
cana-6308	117	9	loaded	load	VERB
cana-6308	117	10	highest	high	ADJ
cana-6308	117	11	on	on	ADP
cana-6308	117	12	their	their	PRON
cana-6308	117	13	intended	intend	VERB
cana-6308	117	14	constructs	construct	NOUN
cana-6308	117	15	,	,	PUNCT
cana-6308	117	16	further	far	ADV
cana-6308	117	17	supporting	support	VERB
cana-6308	117	18	.	.	PUNCT
cana-6308	118	1	communications	communication	NOUN
cana-6308	118	2	on	on	ADP
cana-6308	118	3	applied	apply	VERB
cana-6308	118	4	nonlinear	nonlinear	ADJ
cana-6308	118	5	analysis	analysis	NOUN
cana-6308	118	6	issn	issn	NOUN
cana-6308	118	7	:	:	PUNCT
cana-6308	118	8	1074	1074	NUM
cana-6308	118	9	-	-	PUNCT
cana-6308	118	10	133x	133x	NUM
cana-6308	118	11	vol	vol	NOUN
cana-6308	118	12	32	32	NUM
cana-6308	118	13	no	no	NOUN
cana-6308	118	14	.	.	PUNCT
cana-6308	119	1	1s	1s	NUM
cana-6308	119	2	(	(	PUNCT
cana-6308	119	3	2025	2025	NUM
cana-6308	119	4	)	)	PUNCT
cana-6308	120	1	743	743	NUM
cana-6308	120	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	120	3	table	table	NOUN
cana-6308	120	4	3	3	NUM
cana-6308	120	5	.	.	PUNCT
cana-6308	120	6	measurement	measurement	NOUN
cana-6308	120	7	model	model	PROPN
cana-6308	120	8	construct	construct	VERB
cana-6308	120	9	item	item	NOUN
cana-6308	120	10	loading	loading	NOUN
cana-6308	120	11	α	α	PROPN
cana-6308	120	12	ave	ave	PROPN
cana-6308	120	13	cr	cr	PROPN
cana-6308	120	14	adoption	adoption	PROPN
cana-6308	120	15	intention	intention	NOUN
cana-6308	120	16	(	(	PUNCT
cana-6308	120	17	aai	aai	PROPN
cana-6308	120	18	)	)	PUNCT
cana-6308	121	1	i	i	PRON
cana-6308	121	2	anticipate	anticipate	VERB
cana-6308	121	3	using	use	VERB
cana-6308	121	4	artificial	artificial	ADJ
cana-6308	121	5	intelligence	intelligence	NOUN
cana-6308	121	6	in	in	ADP
cana-6308	121	7	my	my	PRON
cana-6308	121	8	hiring	hiring	NOUN
cana-6308	121	9	process	process	NOUN
cana-6308	121	10	.	.	PUNCT
cana-6308	122	1	0.871	0.871	NUM
cana-6308	122	2	0.873	0.873	NUM
cana-6308	122	3	0.798	0.798	NUM
cana-6308	122	4	0.922	0.922	NUM
cana-6308	122	5	i	i	PRON
cana-6308	122	6	expect	expect	VERB
cana-6308	122	7	to	to	PART
cana-6308	122	8	utilize	utilize	VERB
cana-6308	122	9	artificial	artificial	ADJ
cana-6308	122	10	intelligence	intelligence	NOUN
cana-6308	122	11	to	to	PART
cana-6308	122	12	oversee	oversee	VERB
cana-6308	122	13	hiring	hiring	NOUN
cana-6308	122	14	.	.	PUNCT
cana-6308	123	1	0.904	0.904	NUM
cana-6308	123	2	artificial	artificial	ADJ
cana-6308	123	3	intelligence	intelligence	NOUN
cana-6308	123	4	-	-	PUNCT
cana-6308	123	5	driven	drive	VERB
cana-6308	123	6	hiring	hiring	NOUN
cana-6308	123	7	is	be	AUX
cana-6308	123	8	something	something	PRON
cana-6308	123	9	i	i	PRON
cana-6308	123	10	plan	plan	VERB
cana-6308	123	11	to	to	PART
cana-6308	123	12	implement	implement	VERB
cana-6308	123	13	.	.	PUNCT
cana-6308	124	1	0.904	0.904	NUM
cana-6308	124	2	accuracy	accuracy	NOUN
cana-6308	124	3	(	(	PUNCT
cana-6308	124	4	acc	acc	PROPN
cana-6308	124	5	)	)	PUNCT
cana-6308	124	6	a	a	DET
cana-6308	124	7	hiring	hire	VERB
cana-6308	124	8	procedure	procedure	NOUN
cana-6308	124	9	powered	power	VERB
cana-6308	124	10	by	by	ADP
cana-6308	124	11	artificial	artificial	ADJ
cana-6308	124	12	intelligence	intelligence	NOUN
cana-6308	124	13	is	be	AUX
cana-6308	124	14	error	error	NOUN
cana-6308	124	15	-	-	PUNCT
cana-6308	124	16	free	free	ADJ
cana-6308	124	17	.	.	PUNCT
cana-6308	125	1	0.831	0.831	NUM
cana-6308	125	2	0.928	0.928	NUM
cana-6308	125	3	0.824	0.824	NUM
cana-6308	125	4	0.949	0.949	NUM
cana-6308	125	5	artificial	artificial	ADJ
cana-6308	125	6	intelligence	intelligence	NOUN
cana-6308	125	7	enhances	enhance	VERB
cana-6308	125	8	the	the	DET
cana-6308	125	9	quality	quality	NOUN
cana-6308	125	10	of	of	ADP
cana-6308	125	11	the	the	DET
cana-6308	125	12	hiring	hire	VERB
cana-6308	125	13	process	process	NOUN
cana-6308	125	14	.	.	PUNCT
cana-6308	126	1	0.959	0.959	NUM
cana-6308	126	2	biases	bias	NOUN
cana-6308	126	3	in	in	ADP
cana-6308	126	4	the	the	DET
cana-6308	126	5	employment	employment	NOUN
cana-6308	126	6	process	process	NOUN
cana-6308	126	7	are	be	AUX
cana-6308	126	8	lessened	lessen	VERB
cana-6308	126	9	by	by	ADP
cana-6308	126	10	an	an	DET
cana-6308	126	11	ai	ai	NOUN
cana-6308	126	12	-	-	PUNCT
cana-6308	126	13	powered	powered	ADJ
cana-6308	126	14	recruitment	recruitment	NOUN
cana-6308	126	15	procedure	procedure	NOUN
cana-6308	126	16	.	.	PUNCT
cana-6308	127	1	0.941	0.941	NUM
cana-6308	127	2	recruitment	recruitment	NOUN
cana-6308	127	3	powered	power	VERB
cana-6308	127	4	by	by	ADP
cana-6308	127	5	ai	ai	VERB
cana-6308	127	6	improves	improve	VERB
cana-6308	127	7	the	the	DET
cana-6308	127	8	accuracy	accuracy	NOUN
cana-6308	127	9	and	and	CCONJ
cana-6308	127	10	precision	precision	NOUN
cana-6308	127	11	of	of	ADP
cana-6308	127	12	the	the	DET
cana-6308	127	13	hr	hr	NOUN
cana-6308	127	14	staff	staff	NOUN
cana-6308	127	15	.	.	PUNCT
cana-6308	128	1	0.895	0.895	NUM
cana-6308	128	2	automation	automation	NOUN
cana-6308	128	3	(	(	PUNCT
cana-6308	128	4	aut	aut	NOUN
cana-6308	128	5	)	)	PUNCT
cana-6308	128	6	hiring	hire	VERB
cana-6308	128	7	through	through	ADP
cana-6308	128	8	artificial	artificial	ADJ
cana-6308	128	9	intelligence	intelligence	NOUN
cana-6308	128	10	saves	save	VERB
cana-6308	128	11	time	time	NOUN
cana-6308	128	12	.	.	PUNCT
cana-6308	129	1	0.792	0.792	NUM
cana-6308	129	2	0.809	0.809	NUM
cana-6308	129	3	0.636	0.636	NUM
cana-6308	129	4	0.875	0.875	NUM
cana-6308	129	5	it	it	PRON
cana-6308	129	6	is	be	AUX
cana-6308	129	7	economical	economical	ADJ
cana-6308	129	8	to	to	PART
cana-6308	129	9	use	use	VERB
cana-6308	129	10	artificial	artificial	ADJ
cana-6308	129	11	intelligence	intelligence	NOUN
cana-6308	129	12	in	in	ADP
cana-6308	129	13	the	the	DET
cana-6308	129	14	hiring	hiring	NOUN
cana-6308	129	15	process	process	NOUN
cana-6308	129	16	.	.	PUNCT
cana-6308	130	1	0.828	0.828	NUM
cana-6308	130	2	ai	ai	AUX
cana-6308	130	3	-	-	PUNCT
cana-6308	130	4	powered	power	VERB
cana-6308	130	5	hiring	hire	VERB
cana-6308	130	6	aids	aids	PROPN
cana-6308	130	7	human	human	ADJ
cana-6308	130	8	resources	resource	NOUN
cana-6308	130	9	managers	manager	NOUN
cana-6308	130	10	in	in	ADP
cana-6308	130	11	selecting	select	VERB
cana-6308	130	12	the	the	DET
cana-6308	130	13	best	good	ADJ
cana-6308	130	14	choices	choice	NOUN
cana-6308	130	15	.	.	PUNCT
cana-6308	131	1	0.783	0.783	NUM
cana-6308	131	2	intelligence	intelligence	NOUN
cana-6308	131	3	(	(	PUNCT
cana-6308	131	4	int	int	NOUN
cana-6308	131	5	)	)	PUNCT
cana-6308	131	6	the	the	DET
cana-6308	131	7	ideal	ideal	ADJ
cana-6308	131	8	candidate	candidate	NOUN
cana-6308	131	9	can	can	AUX
cana-6308	131	10	be	be	AUX
cana-6308	131	11	found	find	VERB
cana-6308	131	12	through	through	ADP
cana-6308	131	13	artificial	artificial	ADJ
cana-6308	131	14	intelligence	intelligence	NOUN
cana-6308	131	15	-	-	PUNCT
cana-6308	131	16	enabled	enable	VERB
cana-6308	131	17	recruitment	recruitment	NOUN
cana-6308	131	18	.	.	PUNCT
cana-6308	132	1	0.989	0.989	NUM
cana-6308	132	2	0.976	0.976	NUM
cana-6308	132	3	0.955	0.955	NUM
cana-6308	132	4	0.984	0.984	NUM
cana-6308	132	5	a	a	DET
cana-6308	132	6	recruitment	recruitment	NOUN
cana-6308	132	7	method	method	NOUN
cana-6308	132	8	that	that	PRON
cana-6308	132	9	uses	use	VERB
cana-6308	132	10	artificial	artificial	ADJ
cana-6308	132	11	intelligence	intelligence	NOUN
cana-6308	132	12	is	be	AUX
cana-6308	132	13	smart	smart	ADJ
cana-6308	132	14	enough	enough	ADV
cana-6308	132	15	to	to	PART
cana-6308	132	16	screen	screen	VERB
cana-6308	132	17	applicants	applicant	NOUN
cana-6308	132	18	.	.	PUNCT
cana-6308	133	1	0.967	0.967	NUM
cana-6308	133	2	in	in	ADP
cana-6308	133	3	my	my	PRON
cana-6308	133	4	opinion	opinion	NOUN
cana-6308	133	5	,	,	PUNCT
cana-6308	133	6	an	an	DET
cana-6308	133	7	ai	ai	NOUN
cana-6308	133	8	-	-	PUNCT
cana-6308	133	9	powered	powered	ADJ
cana-6308	133	10	hiring	hiring	NOUN
cana-6308	133	11	procedure	procedure	NOUN
cana-6308	133	12	can	can	AUX
cana-6308	133	13	effectively	effectively	ADV
cana-6308	133	14	accomplish	accomplish	VERB
cana-6308	133	15	hr	hr	NOUN
cana-6308	133	16	's	's	PART
cana-6308	133	17	objectives	objective	NOUN
cana-6308	133	18	.	.	PUNCT
cana-6308	134	1	0.975	0.975	NUM
cana-6308	134	2	anthropomorphism	anthropomorphism	NOUN
cana-6308	134	3	an	an	DET
cana-6308	134	4	animated	animate	VERB
cana-6308	134	5	application	application	NOUN
cana-6308	134	6	for	for	ADP
cana-6308	134	7	hiring	hire	VERB
cana-6308	134	8	0.807	0.807	NUM
cana-6308	134	9	0.781	0.781	NUM
cana-6308	134	10	0.696	0.696	NUM
cana-6308	134	11	0.873	0.873	NUM
cana-6308	134	12	communications	communication	NOUN
cana-6308	134	13	on	on	ADP
cana-6308	134	14	applied	apply	VERB
cana-6308	134	15	nonlinear	nonlinear	ADJ
cana-6308	134	16	analysis	analysis	NOUN
cana-6308	134	17	issn	issn	NOUN
cana-6308	134	18	:	:	PUNCT
cana-6308	134	19	1074	1074	NUM
cana-6308	134	20	-	-	PUNCT
cana-6308	134	21	133x	133x	NUM
cana-6308	134	22	vol	vol	NOUN
cana-6308	134	23	32	32	NUM
cana-6308	134	24	no	no	NOUN
cana-6308	134	25	.	.	PUNCT
cana-6308	135	1	1s	1s	NUM
cana-6308	135	2	(	(	PUNCT
cana-6308	135	3	2025	2025	NUM
cana-6308	135	4	)	)	PUNCT
cana-6308	135	5	744	744	NUM
cana-6308	135	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	135	7	(	(	PUNCT
cana-6308	135	8	pan	pan	NOUN
cana-6308	135	9	)	)	PUNCT
cana-6308	135	10	powered	power	VERB
cana-6308	135	11	by	by	ADP
cana-6308	135	12	artificial	artificial	ADJ
cana-6308	135	13	intelligence	intelligence	NOUN
cana-6308	135	14	.	.	PUNCT
cana-6308	136	1	a	a	DET
cana-6308	136	2	self	self	NOUN
cana-6308	136	3	-	-	PUNCT
cana-6308	136	4	governing	govern	VERB
cana-6308	136	5	artificial	artificial	ADJ
cana-6308	136	6	intelligencepowered	intelligencepowered	ADJ
cana-6308	136	7	hiring	hire	VERB
cana-6308	136	8	tool	tool	NOUN
cana-6308	136	9	.	.	PUNCT
cana-6308	137	1	0.821	0.821	NUM
cana-6308	137	2	an	an	DET
cana-6308	137	3	application	application	NOUN
cana-6308	137	4	for	for	ADP
cana-6308	137	5	hiring	hiring	NOUN
cana-6308	137	6	that	that	PRON
cana-6308	137	7	uses	use	VERB
cana-6308	137	8	artificial	artificial	ADJ
cana-6308	137	9	intelligence	intelligence	NOUN
cana-6308	137	10	is	be	AUX
cana-6308	137	11	able	able	ADJ
cana-6308	137	12	to	to	PART
cana-6308	137	13	comprehend	comprehend	VERB
cana-6308	137	14	emotions	emotion	NOUN
cana-6308	137	15	.	.	PUNCT
cana-6308	138	1	0.874	0.874	NUM
cana-6308	138	2	personification	personification	NOUN
cana-6308	138	3	(	(	PUNCT
cana-6308	138	4	pnt	pnt	NOUN
cana-6308	138	5	)	)	PUNCT
cana-6308	138	6	a	a	DET
cana-6308	138	7	real	real	ADJ
cana-6308	138	8	-	-	PUNCT
cana-6308	138	9	time	time	NOUN
cana-6308	138	10	feedback	feedback	NOUN
cana-6308	138	11	application	application	NOUN
cana-6308	138	12	for	for	ADP
cana-6308	138	13	hiring	hire	VERB
cana-6308	138	14	powered	power	VERB
cana-6308	138	15	by	by	ADP
cana-6308	138	16	artificial	artificial	ADJ
cana-6308	138	17	intelligence	intelligence	NOUN
cana-6308	138	18	.	.	PUNCT
cana-6308	139	1	0.923	0.923	NUM
cana-6308	139	2	0.909	0.909	NUM
cana-6308	139	3	0.786	0.786	NUM
cana-6308	139	4	0.936	0.936	NUM
cana-6308	139	5	2.5	2.5	NUM
cana-6308	139	6	findings	finding	NOUN
cana-6308	139	7	and	and	CCONJ
cana-6308	139	8	conversation	conversation	NOUN
cana-6308	139	9	a	a	DET
cana-6308	139	10	systematic	systematic	ADJ
cana-6308	139	11	literature	literature	NOUN
cana-6308	139	12	review	review	NOUN
cana-6308	139	13	finds	find	VERB
cana-6308	139	14	,	,	PUNCT
cana-6308	139	15	evaluates	evaluate	NOUN
cana-6308	139	16	,	,	PUNCT
cana-6308	139	17	and	and	CCONJ
cana-6308	139	18	summarizes	summarize	VERB
cana-6308	139	19	previous	previous	ADJ
cana-6308	139	20	research	research	NOUN
cana-6308	139	21	that	that	PRON
cana-6308	139	22	is	be	AUX
cana-6308	139	23	relevant	relevant	ADJ
cana-6308	139	24	to	to	ADP
cana-6308	139	25	a	a	DET
cana-6308	139	26	certain	certain	ADJ
cana-6308	139	27	study	study	NOUN
cana-6308	139	28	question	question	NOUN
cana-6308	139	29	or	or	CCONJ
cana-6308	139	30	topic	topic	NOUN
cana-6308	139	31	in	in	ADP
cana-6308	139	32	an	an	DET
cana-6308	139	33	organized	organized	ADJ
cana-6308	139	34	and	and	CCONJ
cana-6308	139	35	controlled	control	VERB
cana-6308	139	36	way	way	NOUN
cana-6308	139	37	.	.	PUNCT
cana-6308	140	1	this	this	DET
cana-6308	140	2	method	method	NOUN
cana-6308	140	3	offers	offer	VERB
cana-6308	140	4	a	a	DET
cana-6308	140	5	methodical	methodical	ADJ
cana-6308	140	6	and	and	CCONJ
cana-6308	140	7	objective	objective	ADJ
cana-6308	140	8	assessment	assessment	NOUN
cana-6308	140	9	of	of	ADP
cana-6308	140	10	the	the	DET
cana-6308	140	11	state	state	NOUN
cana-6308	140	12	of	of	ADP
cana-6308	140	13	the	the	DET
cana-6308	140	14	art	art	NOUN
cana-6308	140	15	,	,	PUNCT
cana-6308	140	16	which	which	PRON
cana-6308	140	17	aids	aid	VERB
cana-6308	140	18	in	in	ADP
cana-6308	140	19	identifying	identify	VERB
cana-6308	140	20	trends	trend	NOUN
cana-6308	140	21	,	,	PUNCT
cana-6308	140	22	flaws	flaw	NOUN
cana-6308	140	23	,	,	PUNCT
cana-6308	140	24	and	and	CCONJ
cana-6308	140	25	new	new	ADJ
cana-6308	140	26	problems	problem	NOUN
cana-6308	140	27	with	with	ADP
cana-6308	140	28	ai	ai	NOUN
cana-6308	140	29	in	in	ADP
cana-6308	140	30	hrm	hrm	PROPN
cana-6308	140	31	.	.	PUNCT
cana-6308	141	1	the	the	DET
cana-6308	141	2	method	method	NOUN
cana-6308	141	3	helped	helped	AUX
cana-6308	141	4	identify	identify	VERB
cana-6308	141	5	important	important	ADJ
cana-6308	141	6	ai	ai	ADJ
cana-6308	141	7	applications	application	NOUN
cana-6308	141	8	across	across	ADP
cana-6308	141	9	numerous	numerous	ADJ
cana-6308	141	10	hrm	hrm	PROPN
cana-6308	141	11	departments	department	NOUN
cana-6308	141	12	and	and	CCONJ
cana-6308	141	13	offered	offer	VERB
cana-6308	141	14	insights	insight	NOUN
cana-6308	141	15	on	on	ADP
cana-6308	141	16	how	how	SCONJ
cana-6308	141	17	ai	ai	AUX
cana-6308	141	18	applications	application	NOUN
cana-6308	141	19	affected	affect	VERB
cana-6308	141	20	hrm	hrm	PROPN
cana-6308	141	21	processes	process	NOUN
cana-6308	141	22	.	.	PUNCT
cana-6308	142	1	by	by	ADP
cana-6308	142	2	systematically	systematically	ADV
cana-6308	142	3	examining	examine	VERB
cana-6308	142	4	a	a	DET
cana-6308	142	5	large	large	ADJ
cana-6308	142	6	number	number	NOUN
cana-6308	142	7	of	of	ADP
cana-6308	142	8	papers	paper	NOUN
cana-6308	142	9	,	,	PUNCT
cana-6308	142	10	this	this	DET
cana-6308	142	11	methodology	methodology	NOUN
cana-6308	142	12	of	of	ADP
cana-6308	142	13	research	research	NOUN
cana-6308	142	14	,	,	PUNCT
cana-6308	142	15	providing	provide	VERB
cana-6308	142	16	practitioners	practitioner	NOUN
cana-6308	142	17	and	and	CCONJ
cana-6308	142	18	researchers	researcher	NOUN
cana-6308	142	19	with	with	ADP
cana-6308	142	20	valuable	valuable	ADJ
cana-6308	142	21	information	information	NOUN
cana-6308	142	22	.	.	PUNCT
cana-6308	143	1	table	table	NOUN
cana-6308	143	2	4	4	NUM
cana-6308	143	3	:	:	PUNCT
cana-6308	143	4	generative	generative	NOUN
cana-6308	143	5	ai	ai	VERB
cana-6308	143	6	applications	application	NOUN
cana-6308	143	7	in	in	ADP
cana-6308	143	8	candidate	candidate	NOUN
cana-6308	143	9	onboarding	onboarding	NOUN
cana-6308	143	10	steps	step	NOUN
cana-6308	143	11	involved	involve	VERB
cana-6308	143	12	sub	sub	NOUN
cana-6308	143	13	-	-	NOUN
cana-6308	143	14	steps	step	NOUN
cana-6308	143	15	involved	involve	VERB
cana-6308	143	16	generative	generative	ADJ
cana-6308	143	17	ai	ai	VERB
cana-6308	143	18	application	application	NOUN
cana-6308	143	19	orientation	orientation	NOUN
cana-6308	143	20	custom	custom	NOUN
cana-6308	143	21	training	training	NOUN
cana-6308	143	22	suggest	suggest	NOUN
cana-6308	143	23	creates	create	VERB
cana-6308	143	24	personalized	personalized	ADJ
cana-6308	143	25	training	training	NOUN
cana-6308	143	26	plans	plan	NOUN
cana-6308	143	27	based	base	VERB
cana-6308	143	28	on	on	ADP
cana-6308	143	29	job	job	NOUN
cana-6308	143	30	role	role	NOUN
cana-6308	143	31	and	and	CCONJ
cana-6308	143	32	skill	skill	NOUN
cana-6308	143	33	profile	profile	NOUN
cana-6308	143	34	.	.	PUNCT
cana-6308	144	1	work	work	NOUN
cana-6308	144	2	schedule	schedule	NOUN
cana-6308	144	3	adjustment	adjustment	NOUN
cana-6308	144	4	optimize	optimize	NOUN
cana-6308	144	5	work	work	NOUN
cana-6308	144	6	schedules	schedule	NOUN
cana-6308	144	7	predicts	predict	VERB
cana-6308	144	8	workload	workload	NOUN
cana-6308	144	9	and	and	CCONJ
cana-6308	144	10	schedule	schedule	NOUN
cana-6308	144	11	changes	change	NOUN
cana-6308	144	12	using	use	VERB
cana-6308	144	13	real	real	ADJ
cana-6308	144	14	-	-	PUNCT
cana-6308	144	15	time	time	NOUN
cana-6308	144	16	inputs	input	NOUN
cana-6308	144	17	,	,	PUNCT
cana-6308	144	18	then	then	ADV
cana-6308	144	19	adjusts	adjust	VERB
cana-6308	144	20	employee	employee	NOUN
cana-6308	144	21	work	work	NOUN
cana-6308	144	22	plans	plan	NOUN
cana-6308	144	23	accordingly	accordingly	ADV
cana-6308	144	24	.	.	PUNCT
cana-6308	145	1	2	2	X
cana-6308	145	2	.	.	X
cana-6308	145	3	methodology	methodology	NOUN
cana-6308	145	4	our	our	PRON
cana-6308	145	5	methodology	methodology	NOUN
cana-6308	145	6	made	make	VERB
cana-6308	145	7	sure	sure	ADJ
cana-6308	145	8	that	that	SCONJ
cana-6308	145	9	the	the	DET
cana-6308	145	10	chosen	choose	VERB
cana-6308	145	11	studies	study	NOUN
cana-6308	145	12	were	be	AUX
cana-6308	145	13	strongly	strongly	ADV
cana-6308	145	14	tied	tie	VERB
cana-6308	145	15	to	to	ADP
cana-6308	145	16	and	and	CCONJ
cana-6308	145	17	the	the	DET
cana-6308	145	18	suggested	suggest	VERB
cana-6308	145	19	ai	ai	VERB
cana-6308	145	20	capability	capability	NOUN
cana-6308	145	21	framework	framework	NOUN
cana-6308	145	22	(	(	PUNCT
cana-6308	145	23	aicf	aicf	NOUN
cana-6308	145	24	)	)	PUNCT
cana-6308	145	25	.	.	PUNCT
cana-6308	146	1	here	here	ADV
cana-6308	146	2	,	,	PUNCT
cana-6308	146	3	the	the	DET
cana-6308	146	4	results	result	NOUN
cana-6308	146	5	are	be	AUX
cana-6308	146	6	performed	perform	VERB
cana-6308	146	7	using	use	VERB
cana-6308	146	8	the	the	DET
cana-6308	146	9	python	python	NOUN
cana-6308	146	10	tool	tool	NOUN
cana-6308	146	11	.	.	PUNCT
cana-6308	147	1	the	the	DET
cana-6308	147	2	percentage	percentage	NOUN
cana-6308	147	3	of	of	ADP
cana-6308	147	4	inaccurate	inaccurate	ADJ
cana-6308	147	5	projected	project	VERB
cana-6308	147	6	labels	label	NOUN
cana-6308	147	7	is	be	AUX
cana-6308	147	8	shown	show	VERB
cana-6308	147	9	by	by	ADP
cana-6308	147	10	the	the	DET
cana-6308	147	11	false	false	ADJ
cana-6308	147	12	negative	negative	ADJ
cana-6308	147	13	rate	rate	NOUN
cana-6308	147	14	.	.	PUNCT
cana-6308	148	1	it	it	PRON
cana-6308	148	2	is	be	AUX
cana-6308	148	3	determined	determine	VERB
cana-6308	148	4	by	by	ADP
cana-6308	148	5	dividing	divide	VERB
cana-6308	148	6	the	the	DET
cana-6308	148	7	total	total	ADJ
cana-6308	148	8	number	number	NOUN
cana-6308	148	9	of	of	ADP
cana-6308	148	10	test	test	NOUN
cana-6308	148	11	samples	sample	NOUN
cana-6308	148	12	by	by	ADP
cana-6308	148	13	the	the	DET
cana-6308	148	14	total	total	ADJ
cana-6308	148	15	number	number	NOUN
cana-6308	148	16	of	of	ADP
cana-6308	148	17	inaccurate	inaccurate	ADJ
cana-6308	148	18	labels	label	NOUN
cana-6308	148	19	.	.	PUNCT
cana-6308	149	1	the	the	DET
cana-6308	149	2	comparison	comparison	NOUN
cana-6308	149	3	of	of	ADP
cana-6308	149	4	the	the	DET
cana-6308	149	5	false	false	ADJ
cana-6308	149	6	negative	negative	ADJ
cana-6308	149	7	rate	rate	NOUN
cana-6308	149	8	is	be	AUX
cana-6308	149	9	displayed	display	VERB
cana-6308	149	10	in	in	ADP
cana-6308	149	11	figure	figure	NOUN
cana-6308	149	12	3	3	NUM
cana-6308	149	13	.	.	PUNCT
cana-6308	150	1	the	the	DET
cana-6308	150	2	suggested	suggest	VERB
cana-6308	150	3	mltaf	mltaf	NOUN
cana-6308	150	4	had	have	VERB
cana-6308	150	5	a	a	DET
cana-6308	150	6	94.21	94.21	NUM
cana-6308	150	7	%	%	NOUN
cana-6308	150	8	false	false	ADJ
cana-6308	150	9	negative	negative	ADJ
cana-6308	150	10	rate	rate	NOUN
cana-6308	150	11	in	in	ADP
cana-6308	150	12	a	a	DET
cana-6308	150	13	calculated	calculated	ADJ
cana-6308	150	14	tip	tip	NOUN
cana-6308	150	15	.	.	PUNCT
cana-6308	151	1	as	as	ADP
cana-6308	151	2	of	of	ADP
cana-6308	151	3	right	right	ADV
cana-6308	151	4	now	now	ADV
cana-6308	151	5	,	,	PUNCT
cana-6308	151	6	the	the	DET
cana-6308	151	7	false	false	ADJ
cana-6308	151	8	negative	negative	ADJ
cana-6308	151	9	rates	rate	NOUN
cana-6308	151	10	for	for	ADP
cana-6308	151	11	aicf	aicf	NOUN
cana-6308	151	12	,	,	PUNCT
cana-6308	151	13	aimlm	aimlm	NOUN
cana-6308	151	14	,	,	PUNCT
cana-6308	151	15	and	and	CCONJ
cana-6308	151	16	phrm	phrm	PROPN
cana-6308	151	17	were	be	AUX
cana-6308	151	18	48.65	48.65	NUM
cana-6308	151	19	%	%	NOUN
cana-6308	151	20	,	,	PUNCT
cana-6308	151	21	89.50	89.50	NUM
cana-6308	151	22	%	%	NOUN
cana-6308	151	23	,	,	PUNCT
cana-6308	151	24	and	and	CCONJ
cana-6308	151	25	61.64	61.64	NUM
cana-6308	151	26	%	%	NOUN
cana-6308	151	27	,	,	PUNCT
cana-6308	151	28	respectively	respectively	ADV
cana-6308	151	29	.	.	PUNCT
cana-6308	152	1	communications	communication	NOUN
cana-6308	152	2	on	on	ADP
cana-6308	152	3	applied	apply	VERB
cana-6308	152	4	nonlinear	nonlinear	ADJ
cana-6308	152	5	analysis	analysis	NOUN
cana-6308	152	6	issn	issn	NOUN
cana-6308	152	7	:	:	PUNCT
cana-6308	152	8	1074	1074	NUM
cana-6308	152	9	-	-	PUNCT
cana-6308	152	10	133x	133x	NUM
cana-6308	152	11	vol	vol	NOUN
cana-6308	152	12	32	32	NUM
cana-6308	152	13	no	no	NOUN
cana-6308	152	14	.	.	PUNCT
cana-6308	153	1	1s	1s	NUM
cana-6308	153	2	(	(	PUNCT
cana-6308	153	3	2025	2025	NUM
cana-6308	153	4	)	)	PUNCT
cana-6308	153	5	745	745	NUM
cana-6308	153	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	153	7	hr	hr	NOUN
cana-6308	153	8	can	can	AUX
cana-6308	153	9	utilize	utilize	VERB
cana-6308	153	10	predictive	predictive	ADJ
cana-6308	153	11	analytics	analytic	NOUN
cana-6308	153	12	to	to	PART
cana-6308	153	13	identify	identify	VERB
cana-6308	153	14	patterns	pattern	NOUN
cana-6308	153	15	in	in	ADP
cana-6308	153	16	performance	performance	NOUN
cana-6308	153	17	and	and	CCONJ
cana-6308	153	18	productivity	productivity	NOUN
cana-6308	153	19	,	,	PUNCT
cana-6308	153	20	the	the	DET
cana-6308	153	21	best	good	ADJ
cana-6308	153	22	candidates	candidate	NOUN
cana-6308	153	23	for	for	ADP
cana-6308	153	24	jobs	job	NOUN
cana-6308	153	25	,	,	PUNCT
cana-6308	153	26	and	and	CCONJ
cana-6308	153	27	employees	employee	NOUN
cana-6308	153	28	who	who	PRON
cana-6308	153	29	are	be	AUX
cana-6308	153	30	most	most	ADV
cana-6308	153	31	likely	likely	ADJ
cana-6308	153	32	to	to	PART
cana-6308	153	33	stay	stay	VERB
cana-6308	153	34	with	with	ADP
cana-6308	153	35	the	the	DET
cana-6308	153	36	firm	firm	NOUN
cana-6308	153	37	and	and	CCONJ
cana-6308	153	38	those	those	PRON
cana-6308	153	39	who	who	PRON
cana-6308	153	40	could	could	AUX
cana-6308	153	41	be	be	AUX
cana-6308	153	42	more	more	ADV
cana-6308	153	43	likely	likely	ADJ
cana-6308	153	44	to	to	PART
cana-6308	153	45	leave	leave	VERB
cana-6308	153	46	.	.	PUNCT
cana-6308	154	1	predictive	predictive	ADJ
cana-6308	154	2	models	model	NOUN
cana-6308	154	3	that	that	PRON
cana-6308	154	4	evaluate	evaluate	VERB
cana-6308	154	5	an	an	DET
cana-6308	154	6	employee	employee	NOUN
cana-6308	154	7	's	's	PART
cana-6308	154	8	chances	chance	NOUN
cana-6308	154	9	of	of	ADP
cana-6308	154	10	success	success	NOUN
cana-6308	154	11	by	by	ADP
cana-6308	154	12	accounting	account	VERB
cana-6308	154	13	for	for	ADP
cana-6308	154	14	factors	factor	NOUN
cana-6308	154	15	like	like	ADP
cana-6308	154	16	job	job	NOUN
cana-6308	154	17	performance	performance	NOUN
cana-6308	154	18	,	,	PUNCT
cana-6308	154	19	job	job	NOUN
cana-6308	154	20	happiness	happiness	NOUN
cana-6308	154	21	,	,	PUNCT
cana-6308	154	22	and	and	CCONJ
cana-6308	154	23	relationships	relationship	NOUN
cana-6308	154	24	with	with	ADP
cana-6308	154	25	coworkers	coworker	NOUN
cana-6308	154	26	can	can	AUX
cana-6308	154	27	be	be	AUX
cana-6308	154	28	developed	develop	VERB
cana-6308	154	29	using	use	VERB
cana-6308	154	30	data	datum	NOUN
cana-6308	154	31	from	from	ADP
cana-6308	154	32	employee	employee	NOUN
cana-6308	154	33	surveys	survey	NOUN
cana-6308	154	34	.	.	PUNCT
cana-6308	155	1	learning	learn	VERB
cana-6308	155	2	machines	machine	NOUN
cana-6308	155	3	:	:	PUNCT
cana-6308	155	4	this	this	DET
cana-6308	155	5	technology	technology	NOUN
cana-6308	155	6	may	may	AUX
cana-6308	155	7	automatically	automatically	ADV
cana-6308	155	8	identify	identify	VERB
cana-6308	155	9	issues	issue	NOUN
cana-6308	155	10	with	with	ADP
cana-6308	155	11	the	the	DET
cana-6308	155	12	hiring	hire	VERB
cana-6308	155	13	process	process	NOUN
cana-6308	155	14	,	,	PUNCT
cana-6308	155	15	like	like	ADP
cana-6308	155	16	bias	bias	NOUN
cana-6308	155	17	in	in	ADP
cana-6308	155	18	the	the	DET
cana-6308	155	19	selection	selection	NOUN
cana-6308	155	20	of	of	ADP
cana-6308	155	21	candidates	candidate	NOUN
cana-6308	155	22	,	,	PUNCT
cana-6308	155	23	and	and	CCONJ
cana-6308	155	24	offer	offer	VERB
cana-6308	155	25	suggestions	suggestion	NOUN
cana-6308	155	26	for	for	ADP
cana-6308	155	27	improvement	improvement	NOUN
cana-6308	155	28	.	.	PUNCT
cana-6308	156	1	furthermore	furthermore	ADV
cana-6308	156	2	,	,	PUNCT
cana-6308	156	3	if	if	SCONJ
cana-6308	156	4	they	they	PRON
cana-6308	156	5	lack	lack	VERB
cana-6308	156	6	the	the	DET
cana-6308	156	7	resources	resource	NOUN
cana-6308	156	8	,	,	PUNCT
cana-6308	156	9	it	it	PRON
cana-6308	156	10	could	could	AUX
cana-6308	156	11	be	be	AUX
cana-6308	156	12	difficult	difficult	ADJ
cana-6308	156	13	to	to	PART
cana-6308	156	14	update	update	VERB
cana-6308	156	15	their	their	PRON
cana-6308	156	16	hr	hr	NOUN
cana-6308	156	17	systems	system	NOUN
cana-6308	156	18	or	or	CCONJ
cana-6308	156	19	adequately	adequately	ADV
cana-6308	156	20	train	train	VERB
cana-6308	156	21	their	their	PRON
cana-6308	156	22	employees	employee	NOUN
cana-6308	156	23	to	to	PART
cana-6308	156	24	apply	apply	VERB
cana-6308	156	25	new	new	ADJ
cana-6308	156	26	hr	hr	NOUN
cana-6308	156	27	regulations	regulation	NOUN
cana-6308	156	28	.	.	PUNCT
cana-6308	157	1	lastly	lastly	ADV
cana-6308	157	2	,	,	PUNCT
cana-6308	157	3	modernizing	modernize	VERB
cana-6308	157	4	and	and	CCONJ
cana-6308	157	5	automating	automate	VERB
cana-6308	157	6	hr	hr	NOUN
cana-6308	157	7	procedures	procedure	NOUN
cana-6308	157	8	could	could	AUX
cana-6308	157	9	be	be	AUX
cana-6308	157	10	expensive	expensive	ADJ
cana-6308	157	11	.	.	PUNCT
cana-6308	158	1	in	in	ADP
cana-6308	158	2	addition	addition	NOUN
cana-6308	158	3	to	to	ADP
cana-6308	158	4	the	the	DET
cana-6308	158	5	initial	initial	ADJ
cana-6308	158	6	software	software	NOUN
cana-6308	158	7	and	and	CCONJ
cana-6308	158	8	hardware	hardware	NOUN
cana-6308	158	9	investment	investment	NOUN
cana-6308	158	10	,	,	PUNCT
cana-6308	158	11	more	more	ADJ
cana-6308	158	12	it	it	PRON
cana-6308	158	13	resources	resource	NOUN
cana-6308	158	14	will	will	AUX
cana-6308	158	15	be	be	AUX
cana-6308	158	16	needed	need	VERB
cana-6308	158	17	to	to	PART
cana-6308	158	18	deploy	deploy	VERB
cana-6308	158	19	the	the	DET
cana-6308	158	20	system	system	NOUN
cana-6308	158	21	and	and	CCONJ
cana-6308	158	22	train	train	NOUN
cana-6308	158	23	employees	employee	NOUN
cana-6308	158	24	on	on	ADP
cana-6308	158	25	its	its	PRON
cana-6308	158	26	use	use	NOUN
cana-6308	158	27	.	.	PUNCT
cana-6308	159	1	it	it	PRON
cana-6308	159	2	could	could	AUX
cana-6308	159	3	be	be	AUX
cana-6308	159	4	challenging	challenge	VERB
cana-6308	159	5	for	for	SCONJ
cana-6308	159	6	businesses	business	NOUN
cana-6308	159	7	to	to	PART
cana-6308	159	8	defend	defend	VERB
cana-6308	159	9	these	these	DET
cana-6308	159	10	costs	cost	NOUN
cana-6308	159	11	,	,	PUNCT
cana-6308	159	12	especially	especially	ADV
cana-6308	159	13	if	if	SCONJ
cana-6308	159	14	the	the	DET
cana-6308	159	15	advantages	advantage	NOUN
cana-6308	159	16	of	of	ADP
cana-6308	159	17	automating	automate	VERB
cana-6308	159	18	their	their	PRON
cana-6308	159	19	hr	hr	NOUN
cana-6308	159	20	procedures	procedure	NOUN
cana-6308	159	21	are	be	AUX
cana-6308	159	22	not	not	PART
cana-6308	159	23	immediately	immediately	ADV
cana-6308	159	24	obvious	obvious	ADJ
cana-6308	159	25	.	.	PUNCT
cana-6308	160	1	3.1	3.1	NUM
cana-6308	160	2	analysis	analysis	NOUN
cana-6308	160	3	of	of	ADP
cana-6308	160	4	ai	ai	ADJ
cana-6308	160	5	adoption	adoption	NOUN
cana-6308	160	6	and	and	CCONJ
cana-6308	160	7	its	its	PRON
cana-6308	160	8	impact	impact	NOUN
cana-6308	160	9	on	on	ADP
cana-6308	160	10	hrm	hrm	PROPN
cana-6308	160	11	practices	practice	VERB
cana-6308	160	12	important	important	ADJ
cana-6308	160	13	trends	trend	NOUN
cana-6308	160	14	emerge	emerge	VERB
cana-6308	160	15	from	from	ADP
cana-6308	160	16	a	a	PRON
cana-6308	160	17	of	of	ADP
cana-6308	160	18	ai	ai	NOUN
cana-6308	160	19	in	in	ADP
cana-6308	160	20	hrm	hrm	PROPN
cana-6308	160	21	in	in	ADP
cana-6308	160	22	the	the	DET
cana-6308	160	23	chosen	choose	VERB
cana-6308	160	24	articles	article	NOUN
cana-6308	160	25	.	.	PUNCT
cana-6308	161	1	the	the	DET
cana-6308	161	2	adoption	adoption	NOUN
cana-6308	161	3	factors	factor	NOUN
cana-6308	161	4	,	,	PUNCT
cana-6308	161	5	effects	effect	NOUN
cana-6308	161	6	,	,	PUNCT
cana-6308	161	7	and	and	CCONJ
cana-6308	161	8	difficulties	difficulty	NOUN
cana-6308	161	9	of	of	ADP
cana-6308	161	10	incorporating	incorporate	VERB
cana-6308	161	11	ai	ai	VERB
cana-6308	161	12	into	into	ADP
cana-6308	161	13	hrm	hrm	PROPN
cana-6308	161	14	procedures	procedure	NOUN
cana-6308	161	15	are	be	AUX
cana-6308	161	16	the	the	DET
cana-6308	161	17	subject	subject	NOUN
cana-6308	161	18	of	of	ADP
cana-6308	161	19	70	70	NUM
cana-6308	161	20	%	%	NOUN
cana-6308	161	21	of	of	ADP
cana-6308	161	22	the	the	DET
cana-6308	161	23	studies	study	NOUN
cana-6308	161	24	.	.	PUNCT
cana-6308	162	1	these	these	DET
cana-6308	162	2	studies	study	NOUN
cana-6308	162	3	demonstrate	demonstrate	VERB
cana-6308	162	4	the	the	DET
cana-6308	162	5	importance	importance	NOUN
cana-6308	162	6	of	of	ADP
cana-6308	162	7	technological	technological	ADJ
cana-6308	162	8	readiness	readiness	NOUN
cana-6308	162	9	,	,	PUNCT
cana-6308	162	10	and	and	CCONJ
cana-6308	162	11	organizational	organizational	ADJ
cana-6308	162	12	readiness	readiness	NOUN
cana-6308	162	13	in	in	ADP
cana-6308	162	14	promoting	promote	VERB
cana-6308	162	15	the	the	DET
cana-6308	162	16	usage	usage	NOUN
cana-6308	162	17	of	of	ADP
cana-6308	162	18	ai	ai	NOUN
cana-6308	162	19	.	.	NOUN
cana-6308	162	20	table	table	NOUN
cana-6308	162	21	5	5	NUM
cana-6308	162	22	.	.	PUNCT
cana-6308	162	23	data	datum	NOUN
cana-6308	162	24	set	set	VERB
cana-6308	162	25	transformed	transform	VERB
cana-6308	162	26	example	example	NOUN
cana-6308	162	27	satisfact	satisfact	NOUN
cana-6308	162	28	ion	ion	NOUN
cana-6308	162	29	level	level	NOUN
cana-6308	162	30	last	last	ADJ
cana-6308	162	31	evaluati	evaluati	NOUN
cana-6308	162	32	on	on	ADP
cana-6308	162	33	numb	numb	ADJ
cana-6308	163	1	er	er	INTJ
cana-6308	163	2	proje	proje	NOUN
cana-6308	163	3	ct	ct	PROPN
cana-6308	163	4	average	average	PROPN
cana-6308	163	5	_	_	PROPN
cana-6308	163	6	montl	montl	PROPN
cana-6308	163	7	y_hour	y_hour	PRON
cana-6308	163	8	s	s	PART
cana-6308	163	9	time_spe	time_spe	NUM
cana-6308	163	10	nd_com	nd_com	NOUN
cana-6308	163	11	pany	pany	NOUN
cana-6308	163	12	work_ac	work_ac	PROPN
cana-6308	163	13	cident	cident	PROPN
cana-6308	163	14	left	leave	VERB
cana-6308	163	15	promot	promot	NOUN
cana-6308	163	16	ion_last	ion_last	PUNCT
cana-6308	163	17	_	_	NOUN
cana-6308	164	1	5years	5years	NUM
cana-6308	164	2	sales	sale	NOUN
cana-6308	164	3	sala	sala	NOUN
cana-6308	164	4	ry	ry	PROPN
cana-6308	164	5	1.38	1.38	NUM
cana-6308	164	6	1.53	1.53	NUM
cana-6308	164	7	3	3	NUM
cana-6308	164	8	158	158	NUM
cana-6308	164	9	4	4	NUM
cana-6308	164	10	1	1	NUM
cana-6308	164	11	2	2	NUM
cana-6308	164	12	1	1	NUM
cana-6308	164	13	sales	sale	NOUN
cana-6308	164	14	low	low	ADJ
cana-6308	164	15	communications	communication	NOUN
cana-6308	164	16	on	on	ADP
cana-6308	164	17	applied	apply	VERB
cana-6308	164	18	nonlinear	nonlinear	ADJ
cana-6308	164	19	analysis	analysis	NOUN
cana-6308	164	20	issn	issn	NOUN
cana-6308	164	21	:	:	PUNCT
cana-6308	164	22	1074	1074	NUM
cana-6308	164	23	-	-	PUNCT
cana-6308	164	24	133x	133x	NUM
cana-6308	164	25	vol	vol	NOUN
cana-6308	164	26	32	32	NUM
cana-6308	164	27	no	no	NOUN
cana-6308	164	28	.	.	PUNCT
cana-6308	165	1	1s	1s	NUM
cana-6308	165	2	(	(	PUNCT
cana-6308	165	3	2025	2025	NUM
cana-6308	165	4	)	)	PUNCT
cana-6308	165	5	746	746	NUM
cana-6308	165	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	165	7	1.80	1.80	NUM
cana-6308	165	8	1.86	1.86	NUM
cana-6308	165	9	6	6	NUM
cana-6308	165	10	263	263	NUM
cana-6308	165	11	7	7	NUM
cana-6308	165	12	1	1	NUM
cana-6308	165	13	2	2	NUM
cana-6308	165	14	1	1	NUM
cana-6308	165	15	sales	sale	NOUN
cana-6308	165	16	medi	medi	NOUN
cana-6308	165	17	um	um	INTJ
cana-6308	165	18	1.11	1.11	NUM
cana-6308	165	19	1.88	1.88	NUM
cana-6308	165	20	8	8	NUM
cana-6308	165	21	273	273	NUM
cana-6308	165	22	5	5	NUM
cana-6308	165	23	1	1	NUM
cana-6308	165	24	2	2	NUM
cana-6308	165	25	1	1	NUM
cana-6308	165	26	sales	sale	NOUN
cana-6308	165	27	medi	medi	NOUN
cana-6308	165	28	um	um	INTJ
cana-6308	165	29	1.72	1.72	NUM
cana-6308	165	30	1.87	1.87	NUM
cana-6308	165	31	6	6	NUM
cana-6308	165	32	224	224	NUM
cana-6308	165	33	6	6	NUM
cana-6308	165	34	1	1	NUM
cana-6308	165	35	2	2	NUM
cana-6308	165	36	1	1	NUM
cana-6308	165	37	sales	sale	NOUN
cana-6308	165	38	low	low	ADJ
cana-6308	165	39	1.37	1.37	NUM
cana-6308	165	40	1.52	1.52	NUM
cana-6308	165	41	3	3	NUM
cana-6308	165	42	160	160	NUM
cana-6308	165	43	4	4	NUM
cana-6308	165	44	1	1	NUM
cana-6308	165	45	2	2	NUM
cana-6308	165	46	1	1	NUM
cana-6308	165	47	sales	sale	NOUN
cana-6308	165	48	low	low	ADJ
cana-6308	165	49	for	for	ADP
cana-6308	165	50	the	the	DET
cana-6308	165	51	human	human	ADJ
cana-6308	165	52	resources	resource	NOUN
cana-6308	165	53	(	(	PUNCT
cana-6308	165	54	hr	hr	NOUN
cana-6308	165	55	)	)	PUNCT
cana-6308	165	56	department	department	NOUN
cana-6308	165	57	of	of	ADP
cana-6308	165	58	the	the	DET
cana-6308	165	59	hypothetical	hypothetical	ADJ
cana-6308	165	60	video	video	NOUN
cana-6308	165	61	game	game	NOUN
cana-6308	165	62	corporation	corporation	PROPN
cana-6308	165	63	tech	tech	PROPN
cana-6308	165	64	abc	abc	PROPN
cana-6308	165	65	corp	corp	PROPN
cana-6308	165	66	,	,	PUNCT
cana-6308	165	67	i	i	PRON
cana-6308	165	68	have	have	AUX
cana-6308	165	69	created	create	VERB
cana-6308	165	70	,	,	PUNCT
cana-6308	165	71	constructed	construct	VERB
cana-6308	165	72	,	,	PUNCT
cana-6308	165	73	and	and	CCONJ
cana-6308	165	74	filled	fill	VERB
cana-6308	165	75	a	a	DET
cana-6308	165	76	database	database	NOUN
cana-6308	165	77	in	in	ADP
cana-6308	165	78	this	this	DET
cana-6308	165	79	paper	paper	NOUN
cana-6308	165	80	.	.	PUNCT
cana-6308	166	1	the	the	DET
cana-6308	166	2	hr	hr	NOUN
cana-6308	166	3	manager	manager	NOUN
cana-6308	166	4	will	will	AUX
cana-6308	166	5	make	make	VERB
cana-6308	166	6	the	the	DET
cana-6308	166	7	initial	initial	ADJ
cana-6308	166	8	request	request	NOUN
cana-6308	166	9	for	for	ADP
cana-6308	166	10	this	this	DET
cana-6308	166	11	project	project	NOUN
cana-6308	166	12	.	.	PUNCT
cana-6308	167	1	after	after	ADP
cana-6308	167	2	that	that	PRON
cana-6308	167	3	,	,	PUNCT
cana-6308	167	4	i	i	PRON
cana-6308	167	5	had	have	VERB
cana-6308	167	6	to	to	PART
cana-6308	167	7	use	use	VERB
cana-6308	167	8	the	the	DET
cana-6308	167	9	fundamentals	fundamental	NOUN
cana-6308	167	10	of	of	ADP
cana-6308	167	11	data	datum	NOUN
cana-6308	167	12	architecture	architecture	NOUN
cana-6308	167	13	to	to	PART
cana-6308	167	14	create	create	VERB
cana-6308	167	15	a	a	DET
cana-6308	167	16	database	database	NOUN
cana-6308	167	17	that	that	PRON
cana-6308	167	18	would	would	AUX
cana-6308	167	19	best	well	ADV
cana-6308	167	20	meet	meet	VERB
cana-6308	167	21	the	the	DET
cana-6308	167	22	needs	need	NOUN
cana-6308	167	23	of	of	ADP
cana-6308	167	24	the	the	DET
cana-6308	167	25	department	department	NOUN
cana-6308	167	26	.	.	PUNCT
cana-6308	168	1	this	this	DET
cana-6308	168	2	project	project	NOUN
cana-6308	168	3	is	be	AUX
cana-6308	168	4	significant	significant	ADJ
cana-6308	168	5	because	because	SCONJ
cana-6308	168	6	it	it	PRON
cana-6308	168	7	represents	represent	VERB
cana-6308	168	8	a	a	DET
cana-6308	168	9	miniature	miniature	ADJ
cana-6308	168	10	version	version	NOUN
cana-6308	168	11	of	of	ADP
cana-6308	168	12	the	the	DET
cana-6308	168	13	types	type	NOUN
cana-6308	168	14	of	of	ADP
cana-6308	168	15	real	real	ADJ
cana-6308	168	16	-	-	PUNCT
cana-6308	168	17	world	world	NOUN
cana-6308	168	18	tasks	task	NOUN
cana-6308	168	19	that	that	PRON
cana-6308	168	20	data	datum	NOUN
cana-6308	168	21	architects	architect	NOUN
cana-6308	168	22	complete	complete	ADJ
cana-6308	168	23	on	on	ADP
cana-6308	168	24	a	a	DET
cana-6308	168	25	daily	daily	ADJ
cana-6308	168	26	basis	basis	NOUN
cana-6308	168	27	.	.	PUNCT
cana-6308	169	1	i	i	PRON
cana-6308	169	2	will	will	AUX
cana-6308	169	3	reverse	reverse	AUX
cana-6308	169	4	-	-	PUNCT
cana-6308	169	5	engineer	engineer	VERB
cana-6308	169	6	the	the	DET
cana-6308	169	7	confusion	confusion	NOUN
cana-6308	169	8	matrix	matrix	NOUN
cana-6308	169	9	for	for	ADP
cana-6308	169	10	each	each	DET
cana-6308	169	11	model	model	NOUN
cana-6308	169	12	using	use	VERB
cana-6308	169	13	the	the	DET
cana-6308	169	14	precision	precision	NOUN
cana-6308	169	15	,	,	PUNCT
cana-6308	169	16	recall	recall	NOUN
cana-6308	169	17	,	,	PUNCT
cana-6308	169	18	and	and	CCONJ
cana-6308	169	19	f1score	f1score	NOUN
cana-6308	169	20	for	for	ADP
cana-6308	169	21	each	each	DET
cana-6308	169	22	model	model	NOUN
cana-6308	169	23	and	and	CCONJ
cana-6308	169	24	class	class	NOUN
cana-6308	169	25	foundation	foundation	NOUN
cana-6308	169	26	of	of	ADP
cana-6308	169	27	the	the	DET
cana-6308	169	28	confusion	confusion	NOUN
cana-6308	169	29	matrix	matrix	NOUN
cana-6308	169	30	:	:	PUNCT
cana-6308	169	31	table	table	NOUN
cana-6308	169	32	5	5	NUM
cana-6308	169	33	.	.	PUNCT
cana-6308	170	1	demographic	demographic	ADJ
cana-6308	170	2	profile	profile	NOUN
cana-6308	170	3	of	of	ADP
cana-6308	170	4	the	the	DET
cana-6308	170	5	respondents	respondent	NOUN
cana-6308	170	6	.	.	PUNCT
cana-6308	171	1	category	category	NOUN
cana-6308	171	2	sub	sub	ADJ
cana-6308	171	3	-	-	ADJ
cana-6308	171	4	category	category	ADJ
cana-6308	171	5	frequency	frequency	NOUN
cana-6308	171	6	percentage	percentage	NOUN
cana-6308	171	7	(	(	PUNCT
cana-6308	171	8	%	%	INTJ
cana-6308	171	9	)	)	PUNCT
cana-6308	171	10	ai	ai	VERB
cana-6308	171	11	institutions	institution	NOUN
cana-6308	171	12	google	google	PROPN
cana-6308	171	13	ai	ai	VERB
cana-6308	171	14	101	101	NUM
cana-6308	171	15	46.79	46.79	NUM
cana-6308	171	16	open	open	ADJ
cana-6308	171	17	ai	ai	VERB
cana-6308	171	18	93	93	NUM
cana-6308	171	19	43.00	43.00	NUM
cana-6308	171	20	microsoft	microsoft	PROPN
cana-6308	171	21	research	research	NOUN
cana-6308	171	22	37	37	NUM
cana-6308	171	23	17.40	17.40	NUM
cana-6308	171	24	ai	ai	NOUN
cana-6308	171	25	tools	tool	NOUN
cana-6308	171	26	used	use	VERB
cana-6308	171	27	google	google	PROPN
cana-6308	171	28	cloud	cloud	PROPN
cana-6308	171	29	36	36	NUM
cana-6308	171	30	17.00	17.00	NUM
cana-6308	171	31	amazon	amazon	NOUN
cana-6308	171	32	web	web	NOUN
cana-6308	171	33	service	service	NOUN
cana-6308	171	34	8	8	NUM
cana-6308	171	35	4.20	4.20	NUM
cana-6308	171	36	human	human	ADJ
cana-6308	171	37	ai	ai	NOUN
cana-6308	171	38	/	/	PUNCT
cana-6308	171	39	open	open	ADJ
cana-6308	171	40	ai	ai	INTJ
cana-6308	171	41	gym	gym	NOUN
cana-6308	171	42	9	9	NUM
cana-6308	171	43	4.70	4.70	NUM
cana-6308	171	44	others	other	NOUN
cana-6308	171	45	36	36	NUM
cana-6308	171	46	17.00	17.00	NUM
cana-6308	171	47	firm	firm	ADJ
cana-6308	171	48	size	size	NOUN
cana-6308	171	49	small	small	ADJ
cana-6308	171	50	36	36	NUM
cana-6308	171	51	17.00	17.00	NUM
cana-6308	171	52	medium	medium	NOUN
cana-6308	171	53	33	33	NUM
cana-6308	171	54	15.60	15.60	NUM
cana-6308	171	55	large	large	ADJ
cana-6308	171	56	153	153	NUM
cana-6308	171	57	70.40	70.40	NUM
cana-6308	171	58	firm	firm	ADJ
cana-6308	171	59	age	age	NOUN
cana-6308	171	60	less	less	ADJ
cana-6308	171	61	than	than	ADP
cana-6308	171	62	5	5	NUM
cana-6308	171	63	years	year	NOUN
cana-6308	171	64	34	34	NUM
cana-6308	171	65	16.10	16.10	NUM
cana-6308	171	66	3.2	3.2	NUM
cana-6308	171	67	ai	ai	NOUN
cana-6308	171	68	technologies	technology	NOUN
cana-6308	171	69	for	for	ADP
cana-6308	171	70	hr	hr	NOUN
cana-6308	171	71	tasks	task	NOUN
cana-6308	171	72	rather	rather	ADV
cana-6308	171	73	than	than	ADP
cana-6308	171	74	a	a	DET
cana-6308	171	75	single	single	ADJ
cana-6308	171	76	technology	technology	NOUN
cana-6308	171	77	,	,	PUNCT
cana-6308	171	78	ai	ai	VERB
cana-6308	171	79	in	in	ADP
cana-6308	171	80	hr	hr	NOUN
cana-6308	171	81	comprises	comprise	VERB
cana-6308	171	82	a	a	DET
cana-6308	171	83	suite	suite	NOUN
cana-6308	171	84	of	of	ADP
cana-6308	171	85	specialized	specialized	ADJ
cana-6308	171	86	tools	tool	NOUN
cana-6308	171	87	—	—	PUNCT
cana-6308	171	88	each	each	PRON
cana-6308	171	89	designed	design	VERB
cana-6308	171	90	for	for	ADP
cana-6308	171	91	specific	specific	ADJ
cana-6308	171	92	applications	application	NOUN
cana-6308	171	93	,	,	PUNCT
cana-6308	171	94	from	from	ADP
cana-6308	171	95	recruitment	recruitment	NOUN
cana-6308	171	96	to	to	ADP
cana-6308	171	97	employee	employee	NOUN
cana-6308	171	98	engagement	engagement	NOUN
cana-6308	171	99	.	.	PUNCT
cana-6308	172	1	understanding	understand	VERB
cana-6308	172	2	these	these	DET
cana-6308	172	3	different	different	ADJ
cana-6308	172	4	technologies	technology	NOUN
cana-6308	172	5	is	be	AUX
cana-6308	172	6	essential	essential	ADJ
cana-6308	172	7	for	for	ADP
cana-6308	172	8	leveraging	leverage	VERB
cana-6308	172	9	their	their	PRON
cana-6308	172	10	full	full	ADJ
cana-6308	172	11	potential	potential	NOUN
cana-6308	172	12	.	.	PUNCT
cana-6308	173	1	communications	communication	NOUN
cana-6308	173	2	on	on	ADP
cana-6308	173	3	applied	apply	VERB
cana-6308	173	4	nonlinear	nonlinear	ADJ
cana-6308	173	5	analysis	analysis	NOUN
cana-6308	173	6	issn	issn	NOUN
cana-6308	173	7	:	:	PUNCT
cana-6308	173	8	1074	1074	NUM
cana-6308	173	9	-	-	PUNCT
cana-6308	173	10	133x	133x	NUM
cana-6308	173	11	vol	vol	NOUN
cana-6308	173	12	32	32	NUM
cana-6308	173	13	no	no	NOUN
cana-6308	173	14	.	.	PUNCT
cana-6308	174	1	1s	1s	NUM
cana-6308	174	2	(	(	PUNCT
cana-6308	174	3	2025	2025	NUM
cana-6308	174	4	)	)	PUNCT
cana-6308	174	5	747	747	NUM
cana-6308	174	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	174	7	table	table	NOUN
cana-6308	174	8	6	6	NUM
cana-6308	174	9	.	.	PUNCT
cana-6308	174	10	types	type	NOUN
cana-6308	174	11	of	of	ADP
cana-6308	174	12	ai	ai	NOUN
cana-6308	174	13	tools	tool	NOUN
cana-6308	174	14	and	and	CCONJ
cana-6308	174	15	their	their	PRON
cana-6308	174	16	applications	application	NOUN
cana-6308	174	17	in	in	ADP
cana-6308	174	18	hr	hr	NOUN
cana-6308	174	19	type	type	NOUN
cana-6308	174	20	of	of	ADP
cana-6308	174	21	ai	ai	ADJ
cana-6308	174	22	tool	tool	NOUN
cana-6308	174	23	description	description	NOUN
cana-6308	174	24	examples	example	NOUN
cana-6308	174	25	of	of	ADP
cana-6308	174	26	use	use	NOUN
cana-6308	174	27	in	in	ADP
cana-6308	174	28	hr	hr	NOUN
cana-6308	174	29	conversational	conversational	ADJ
cana-6308	174	30	ai	ai	PROPN
cana-6308	174	31	simulates	simulate	NOUN
cana-6308	174	32	human	human	ADJ
cana-6308	174	33	dialogue	dialogue	NOUN
cana-6308	174	34	using	use	VERB
cana-6308	174	35	chatbots	chatbot	NOUN
cana-6308	174	36	or	or	CCONJ
cana-6308	174	37	virtual	virtual	ADJ
cana-6308	174	38	assistants	assistant	NOUN
cana-6308	174	39	with	with	ADP
cana-6308	174	40	natural	natural	ADJ
cana-6308	174	41	language	language	NOUN
cana-6308	174	42	processing	processing	NOUN
cana-6308	174	43	(	(	PUNCT
cana-6308	174	44	nlp	nlp	NOUN
cana-6308	174	45	)	)	PUNCT
cana-6308	174	46	.	.	PUNCT
cana-6308	175	1	enables	enable	VERB
cana-6308	175	2	employees	employee	NOUN
cana-6308	175	3	to	to	PART
cana-6308	175	4	update	update	VERB
cana-6308	175	5	personal	personal	ADJ
cana-6308	175	6	data	datum	NOUN
cana-6308	175	7	provides	provide	VERB
cana-6308	175	8	instant	instant	ADJ
cana-6308	175	9	hr	hr	NOUN
cana-6308	175	10	support	support	NOUN
cana-6308	175	11	delivers	deliver	VERB
cana-6308	175	12	feedback	feedback	NOUN
cana-6308	175	13	and	and	CCONJ
cana-6308	175	14	tracks	track	VERB
cana-6308	175	15	candidate	candidate	NOUN
cana-6308	175	16	engagement	engagement	NOUN
cana-6308	175	17	deep	deep	ADJ
cana-6308	175	18	learning	learning	NOUN
cana-6308	175	19	analyzes	analyze	VERB
cana-6308	175	20	complex	complex	ADJ
cana-6308	175	21	hr	hr	NOUN
cana-6308	175	22	datasets	dataset	NOUN
cana-6308	175	23	to	to	PART
cana-6308	175	24	deliver	deliver	VERB
cana-6308	175	25	personalized	personalize	VERB
cana-6308	175	26	,	,	PUNCT
cana-6308	175	27	data	data	NOUN
cana-6308	175	28	-	-	PUNCT
cana-6308	175	29	driven	drive	VERB
cana-6308	175	30	recommendations	recommendation	NOUN
cana-6308	175	31	.	.	PUNCT
cana-6308	176	1	recommends	recommend	VERB
cana-6308	176	2	mentors	mentor	NOUN
cana-6308	176	3	,	,	PUNCT
cana-6308	176	4	training	training	NOUN
cana-6308	176	5	,	,	PUNCT
cana-6308	176	6	or	or	CCONJ
cana-6308	176	7	internal	internal	ADJ
cana-6308	176	8	roles	role	NOUN
cana-6308	176	9	supports	support	VERB
cana-6308	176	10	team	team	NOUN
cana-6308	176	11	formation	formation	NOUN
cana-6308	176	12	and	and	CCONJ
cana-6308	176	13	succession	succession	NOUN
cana-6308	176	14	planning	planning	NOUN
cana-6308	176	15	automation	automation	NOUN
cana-6308	176	16	executes	execute	VERB
cana-6308	176	17	simulations	simulation	NOUN
cana-6308	176	18	and	and	CCONJ
cana-6308	176	19	automates	automate	VERB
cana-6308	176	20	hr	hr	NOUN
cana-6308	176	21	processes	process	NOUN
cana-6308	176	22	using	use	VERB
cana-6308	176	23	ai	ai	NOUN
cana-6308	176	24	-	-	PUNCT
cana-6308	176	25	powered	power	VERB
cana-6308	176	26	logic	logic	NOUN
cana-6308	176	27	.	.	PUNCT
cana-6308	177	1	suggests	suggest	VERB
cana-6308	177	2	optimal	optimal	ADJ
cana-6308	177	3	benefits	benefit	NOUN
cana-6308	177	4	detects	detect	NOUN
cana-6308	177	5	payroll	payroll	NOUN
cana-6308	177	6	fraud	fraud	NOUN
cana-6308	177	7	automates	automate	NOUN
cana-6308	177	8	form	form	VERB
cana-6308	177	9	handling	handling	NOUN
cana-6308	177	10	and	and	CCONJ
cana-6308	177	11	hr	hr	NOUN
cana-6308	177	12	workflows	workflow	NOUN
cana-6308	177	13	4	4	NUM
cana-6308	177	14	.	.	NOUN
cana-6308	177	15	result	result	VERB
cana-6308	177	16	analysis	analysis	NOUN
cana-6308	177	17	the	the	DET
cana-6308	177	18	results	result	NOUN
cana-6308	177	19	were	be	AUX
cana-6308	177	20	found	find	VERB
cana-6308	177	21	when	when	SCONJ
cana-6308	177	22	the	the	DET
cana-6308	177	23	function	function	NOUN
cana-6308	177	24	was	be	AUX
cana-6308	177	25	simulated	simulate	VERB
cana-6308	177	26	using	use	VERB
cana-6308	177	27	the	the	DET
cana-6308	177	28	python	python	NOUN
cana-6308	177	29	platform	platform	NOUN
cana-6308	177	30	.	.	PUNCT
cana-6308	178	1	a	a	DET
cana-6308	178	2	thorough	thorough	ADJ
cana-6308	178	3	description	description	NOUN
cana-6308	178	4	of	of	ADP
cana-6308	178	5	the	the	DET
cana-6308	178	6	suggested	suggest	VERB
cana-6308	178	7	system	system	NOUN
cana-6308	178	8	can	can	AUX
cana-6308	178	9	be	be	AUX
cana-6308	178	10	found	find	VERB
cana-6308	178	11	below	below	ADV
cana-6308	178	12	.	.	PUNCT
cana-6308	179	1	the	the	DET
cana-6308	179	2	17	17	NUM
cana-6308	179	3	studies	study	NOUN
cana-6308	179	4	in	in	ADP
cana-6308	179	5	the	the	DET
cana-6308	179	6	collection	collection	NOUN
cana-6308	179	7	explore	explore	VERB
cana-6308	179	8	the	the	DET
cana-6308	179	9	complex	complex	ADJ
cana-6308	179	10	topic	topic	NOUN
cana-6308	179	11	of	of	ADP
cana-6308	179	12	incorporating	incorporate	VERB
cana-6308	179	13	ai	ai	VERB
cana-6308	179	14	into	into	ADP
cana-6308	179	15	hrm	hrm	PROPN
cana-6308	179	16	procedures	procedure	NOUN
cana-6308	179	17	.	.	PUNCT
cana-6308	180	1	together	together	ADV
cana-6308	180	2	,	,	PUNCT
cana-6308	180	3	these	these	DET
cana-6308	180	4	studies	study	NOUN
cana-6308	180	5	provide	provide	VERB
cana-6308	180	6	insight	insight	NOUN
cana-6308	180	7	into	into	ADP
cana-6308	180	8	the	the	DET
cana-6308	180	9	factors	factor	NOUN
cana-6308	180	10	,	,	PUNCT
cana-6308	180	11	outcomes	outcome	NOUN
cana-6308	180	12	,	,	PUNCT
cana-6308	180	13	difficulties	difficulty	NOUN
cana-6308	180	14	,	,	PUNCT
cana-6308	180	15	and	and	CCONJ
cana-6308	180	16	approaches	approach	NOUN
cana-6308	180	17	related	relate	VERB
cana-6308	180	18	the	the	DET
cana-6308	180	19	first	first	ADJ
cana-6308	180	20	group	group	NOUN
cana-6308	180	21	of	of	ADP
cana-6308	180	22	studies	study	NOUN
cana-6308	180	23	looks	look	VERB
cana-6308	180	24	into	into	ADP
cana-6308	180	25	what	what	PRON
cana-6308	180	26	influences	influence	VERB
cana-6308	180	27	hrm	hrm	PROPN
cana-6308	180	28	's	's	PART
cana-6308	180	29	adoption	adoption	NOUN
cana-6308	180	30	of	of	ADP
cana-6308	180	31	ai	ai	NOUN
cana-6308	180	32	and	and	CCONJ
cana-6308	180	33	its	its	PRON
cana-6308	180	34	subsequent	subsequent	ADJ
cana-6308	180	35	influence	influence	NOUN
cana-6308	180	36	on	on	ADP
cana-6308	180	37	the	the	DET
cana-6308	180	38	efficiency	efficiency	NOUN
cana-6308	180	39	of	of	ADP
cana-6308	180	40	the	the	DET
cana-6308	180	41	organisation	organisation	NOUN
cana-6308	180	42	.	.	PUNCT
cana-6308	181	1	the	the	DET
cana-6308	181	2	integration	integration	NOUN
cana-6308	181	3	of	of	ADP
cana-6308	181	4	ai	ai	NOUN
cana-6308	181	5	is	be	AUX
cana-6308	181	6	significantly	significantly	ADV
cana-6308	181	7	influenced	influence	VERB
cana-6308	181	8	by	by	ADP
cana-6308	181	9	perceived	perceive	VERB
cana-6308	181	10	benefits	benefit	NOUN
cana-6308	181	11	,	,	PUNCT
cana-6308	181	12	technological	technological	ADJ
cana-6308	181	13	readiness	readiness	NOUN
cana-6308	181	14	,	,	PUNCT
cana-6308	181	15	and	and	CCONJ
cana-6308	181	16	organisational	organisational	ADJ
cana-6308	181	17	readiness	readiness	NOUN
cana-6308	181	18	.	.	PUNCT
cana-6308	182	1	these	these	DET
cana-6308	182	2	studies	study	NOUN
cana-6308	182	3	also	also	ADV
cana-6308	182	4	demonstrate	demonstrate	VERB
cana-6308	182	5	how	how	SCONJ
cana-6308	182	6	ai	ai	AUX
cana-6308	182	7	can	can	AUX
cana-6308	182	8	support	support	VERB
cana-6308	182	9	decision	decision	NOUN
cana-6308	182	10	-	-	PUNCT
cana-6308	182	11	making	making	NOUN
cana-6308	182	12	,	,	PUNCT
cana-6308	182	13	highlighting	highlight	VERB
cana-6308	182	14	how	how	SCONJ
cana-6308	182	15	it	it	PRON
cana-6308	182	16	can	can	AUX
cana-6308	182	17	improve	improve	VERB
cana-6308	182	18	hiring	hire	VERB
cana-6308	182	19	procedures	procedure	NOUN
cana-6308	182	20	and	and	CCONJ
cana-6308	182	21	support	support	VERB
cana-6308	182	22	moral	moral	ADJ
cana-6308	182	23	considerations	consideration	NOUN
cana-6308	182	24	in	in	ADP
cana-6308	182	25	hrm	hrm	PROPN
cana-6308	182	26	decision	decision	NOUN
cana-6308	182	27	-	-	PUNCT
cana-6308	182	28	making	making	NOUN
cana-6308	182	29	.	.	PUNCT
cana-6308	183	1	the	the	DET
cana-6308	183	2	complex	complex	ADJ
cana-6308	183	3	relationship	relationship	NOUN
cana-6308	183	4	between	between	ADP
cana-6308	183	5	hrs	hrs	NOUN
cana-6308	183	6	and	and	CCONJ
cana-6308	183	7	ai	ai	VERB
cana-6308	183	8	,	,	PUNCT
cana-6308	183	9	especially	especially	ADV
cana-6308	183	10	in	in	ADP
cana-6308	183	11	team	team	NOUN
cana-6308	183	12	settings	setting	NOUN
cana-6308	183	13	,	,	PUNCT
cana-6308	183	14	is	be	AUX
cana-6308	183	15	the	the	DET
cana-6308	183	16	focus	focus	NOUN
cana-6308	183	17	of	of	ADP
cana-6308	183	18	another	another	DET
cana-6308	183	19	cluster	cluster	NOUN
cana-6308	183	20	of	of	ADP
cana-6308	183	21	research	research	NOUN
cana-6308	183	22	.	.	PUNCT
cana-6308	184	1	4.1	4.1	NUM
cana-6308	184	2	.	.	PUNCT
cana-6308	184	3	important	important	ADJ
cana-6308	184	4	statistical	statistical	ADJ
cana-6308	184	5	results	result	NOUN
cana-6308	184	6	from	from	ADP
cana-6308	184	7	a	a	DET
cana-6308	184	8	few	few	ADJ
cana-6308	184	9	studies	study	NOUN
cana-6308	184	10	this	this	PRON
cana-6308	184	11	implies	imply	VERB
cana-6308	184	12	that	that	SCONJ
cana-6308	184	13	in	in	ADP
cana-6308	184	14	recent	recent	ADJ
cana-6308	184	15	years	year	NOUN
cana-6308	184	16	,	,	PUNCT
cana-6308	184	17	there	there	PRON
cana-6308	184	18	has	have	AUX
cana-6308	184	19	been	be	AUX
cana-6308	184	20	an	an	DET
cana-6308	184	21	increased	increase	VERB
cana-6308	184	22	emphasis	emphasis	NOUN
cana-6308	184	23	on	on	ADP
cana-6308	184	24	ai	ai	ADJ
cana-6308	184	25	-	-	PUNCT
cana-6308	184	26	driven	drive	VERB
cana-6308	184	27	hrm	hrm	PROPN
cana-6308	184	28	,	,	PUNCT
cana-6308	184	29	with	with	ADP
cana-6308	184	30	a	a	DET
cana-6308	184	31	rising	rise	VERB
cana-6308	184	32	corpus	corpus	NOUN
cana-6308	184	33	of	of	ADP
cana-6308	184	34	research	research	NOUN
cana-6308	184	35	in	in	ADP
cana-6308	184	36	this	this	DET
cana-6308	184	37	area	area	NOUN
cana-6308	184	38	.	.	PUNCT
cana-6308	185	1	the	the	DET
cana-6308	185	2	chosen	choose	VERB
cana-6308	185	3	articles	article	NOUN
cana-6308	185	4	cover	cover	VERB
cana-6308	185	5	a	a	DET
cana-6308	185	6	wide	wide	ADJ
cana-6308	185	7	variety	variety	NOUN
cana-6308	185	8	of	of	ADP
cana-6308	185	9	ai	ai	NOUN
cana-6308	185	10	-	-	PUNCT
cana-6308	185	11	driven	drive	VERB
cana-6308	185	12	hrm	hrm	PROPN
cana-6308	185	13	topics	topic	NOUN
cana-6308	185	14	.	.	PUNCT
cana-6308	186	1	some	some	DET
cana-6308	186	2	articles	article	NOUN
cana-6308	186	3	examine	examine	VERB
cana-6308	186	4	the	the	DET
cana-6308	186	5	history	history	NOUN
cana-6308	186	6	,	,	PUNCT
cana-6308	186	7	efficacy	efficacy	NOUN
cana-6308	186	8	,	,	PUNCT
cana-6308	186	9	and	and	CCONJ
cana-6308	186	10	potential	potential	ADJ
cana-6308	186	11	benefits	benefit	NOUN
cana-6308	186	12	of	of	ADP
cana-6308	186	13	ai	ai	VERB
cana-6308	186	14	in	in	ADP
cana-6308	186	15	improving	improve	VERB
cana-6308	186	16	hr	hr	NOUN
cana-6308	186	17	systems	system	NOUN
cana-6308	186	18	as	as	SCONJ
cana-6308	186	19	they	they	PRON
cana-6308	186	20	relate	relate	VERB
cana-6308	186	21	to	to	ADP
cana-6308	186	22	its	its	PRON
cana-6308	186	23	adoption	adoption	NOUN
cana-6308	186	24	and	and	CCONJ
cana-6308	186	25	impact	impact	NOUN
cana-6308	186	26	in	in	ADP
cana-6308	186	27	hrm	hrm	PROPN
cana-6308	186	28	.	.	PUNCT
cana-6308	187	1	others	other	NOUN
cana-6308	187	2	concentrate	concentrate	VERB
cana-6308	187	3	on	on	ADP
cana-6308	187	4	how	how	SCONJ
cana-6308	187	5	ai	ai	NOUN
cana-6308	187	6	is	be	AUX
cana-6308	187	7	being	be	AUX
cana-6308	187	8	used	use	VERB
cana-6308	187	9	in	in	ADP
cana-6308	187	10	hrm	hrm	PROPN
cana-6308	187	11	,	,	PUNCT
cana-6308	187	12	including	include	VERB
cana-6308	187	13	topics	topic	NOUN
cana-6308	187	14	like	like	ADP
cana-6308	187	15	hiring	hiring	NOUN
cana-6308	187	16	,	,	PUNCT
cana-6308	187	17	moral	moral	ADJ
cana-6308	187	18	decision	decision	NOUN
cana-6308	187	19	-	-	PUNCT
cana-6308	187	20	making	making	NOUN
cana-6308	187	21	,	,	PUNCT
cana-6308	187	22	and	and	CCONJ
cana-6308	187	23	human	human	ADJ
cana-6308	187	24	-	-	PUNCT
cana-6308	187	25	ai	ai	NOUN
cana-6308	187	26	team	team	NOUN
cana-6308	187	27	relations	relation	NOUN
cana-6308	187	28	.	.	PUNCT
cana-6308	188	1	studies	study	NOUN
cana-6308	188	2	that	that	PRON
cana-6308	188	3	offer	offer	VERB
cana-6308	188	4	frameworks	framework	NOUN
cana-6308	188	5	for	for	ADP
cana-6308	188	6	guaranteeing	guarantee	VERB
cana-6308	188	7	responsible	responsible	ADJ
cana-6308	188	8	ai	ai	NOUN
cana-6308	188	9	integration	integration	NOUN
cana-6308	188	10	emphasise	emphasise	VERB
cana-6308	188	11	ethical	ethical	ADJ
cana-6308	188	12	issues	issue	NOUN
cana-6308	188	13	.	.	PUNCT
cana-6308	189	1	communications	communication	NOUN
cana-6308	189	2	on	on	ADP
cana-6308	189	3	applied	apply	VERB
cana-6308	189	4	nonlinear	nonlinear	ADJ
cana-6308	189	5	analysis	analysis	NOUN
cana-6308	189	6	issn	issn	NOUN
cana-6308	189	7	:	:	PUNCT
cana-6308	189	8	1074	1074	NUM
cana-6308	189	9	-	-	PUNCT
cana-6308	189	10	133x	133x	NUM
cana-6308	189	11	vol	vol	NOUN
cana-6308	189	12	32	32	NUM
cana-6308	189	13	no	no	NOUN
cana-6308	189	14	.	.	PUNCT
cana-6308	190	1	1s	1s	NUM
cana-6308	190	2	(	(	PUNCT
cana-6308	190	3	2025	2025	NUM
cana-6308	190	4	)	)	PUNCT
cana-6308	191	1	748	748	NUM
cana-6308	191	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	191	3	articles	article	NOUN
cana-6308	191	4	contextualise	contextualise	VERB
cana-6308	191	5	ai	ai	VERB
cana-6308	191	6	's	's	PART
cana-6308	191	7	position	position	NOUN
cana-6308	191	8	within	within	ADP
cana-6308	191	9	particular	particular	ADJ
cana-6308	191	10	industries	industry	NOUN
cana-6308	191	11	and	and	CCONJ
cana-6308	191	12	nations	nation	NOUN
cana-6308	191	13	.	.	PUNCT
cana-6308	192	1	together	together	ADV
cana-6308	192	2	,	,	PUNCT
cana-6308	192	3	these	these	DET
cana-6308	192	4	papers	paper	NOUN
cana-6308	192	5	offer	offer	VERB
cana-6308	192	6	insightful	insightful	ADJ
cana-6308	192	7	information	information	NOUN
cana-6308	192	8	about	about	ADP
cana-6308	192	9	the	the	DET
cana-6308	192	10	complex	complex	ADJ
cana-6308	192	11	relationship	relationship	NOUN
cana-6308	192	12	between	between	ADP
cana-6308	192	13	ai	ai	PROPN
cana-6308	192	14	and	and	CCONJ
cana-6308	192	15	hrm	hrm	PROPN
cana-6308	192	16	,	,	PUNCT
cana-6308	192	17	including	include	VERB
cana-6308	192	18	adoption	adoption	NOUN
cana-6308	192	19	factors	factor	NOUN
cana-6308	192	20	,	,	PUNCT
cana-6308	192	21	consequences	consequence	NOUN
cana-6308	192	22	,	,	PUNCT
cana-6308	192	23	ethical	ethical	ADJ
cana-6308	192	24	considerations	consideration	NOUN
cana-6308	192	25	,	,	PUNCT
cana-6308	192	26	and	and	CCONJ
cana-6308	192	27	real	real	ADJ
cana-6308	192	28	-	-	PUNCT
cana-6308	192	29	world	world	NOUN
cana-6308	192	30	applications	application	NOUN
cana-6308	192	31	.	.	PUNCT
cana-6308	193	1	(	(	PUNCT
cana-6308	193	2	table	table	NOUN
cana-6308	193	3	2	2	NUM
cana-6308	193	4	)	)	PUNCT
cana-6308	193	5	.	.	PUNCT
cana-6308	194	1	table	table	NOUN
cana-6308	194	2	7	7	NUM
cana-6308	194	3	.	.	PUNCT
cana-6308	194	4	table	table	NOUN
cana-6308	194	5	based	base	VERB
cana-6308	194	6	on	on	ADP
cana-6308	194	7	your	your	PRON
cana-6308	194	8	provided	provide	VERB
cana-6308	194	9	data	datum	NOUN
cana-6308	194	10	:	:	PUNCT
cana-6308	194	11	theme	theme	NOUN
cana-6308	194	12	number	number	NOUN
cana-6308	194	13	of	of	ADP
cana-6308	194	14	articles	article	NOUN
cana-6308	194	15	studies	study	NOUN
cana-6308	194	16	i	i	PRON
cana-6308	194	17	anticipate	anticipate	VERB
cana-6308	194	18	using	use	VERB
cana-6308	194	19	artificial	artificial	ADJ
cana-6308	194	20	intelligence	intelligence	NOUN
cana-6308	194	21	in	in	ADP
cana-6308	194	22	my	my	PRON
cana-6308	194	23	hiring	hiring	NOUN
cana-6308	194	24	process	process	NOUN
cana-6308	194	25	.	.	PUNCT
cana-6308	195	1	9	9	NUM
cana-6308	196	1	[	[	SYM
cana-6308	196	2	14	14	NUM
cana-6308	196	3	,	,	PUNCT
cana-6308	196	4	3539	3539	NUM
cana-6308	196	5	]	]	PUNCT
cana-6308	197	1	i	i	PRON
cana-6308	197	2	expect	expect	VERB
cana-6308	197	3	to	to	PART
cana-6308	197	4	utilize	utilize	VERB
cana-6308	197	5	artificial	artificial	ADJ
cana-6308	197	6	intelligence	intelligence	NOUN
cana-6308	197	7	to	to	PART
cana-6308	197	8	oversee	oversee	VERB
cana-6308	197	9	hiring	hiring	NOUN
cana-6308	197	10	.	.	PUNCT
cana-6308	198	1	8	8	NUM
cana-6308	199	1	[	[	SYM
cana-6308	199	2	34	34	NUM
cana-6308	199	3	-	-	SYM
cana-6308	199	4	44	44	NUM
cana-6308	199	5	]	]	PUNCT
cana-6308	199	6	artificial	artificial	ADJ
cana-6308	199	7	intelligence	intelligence	NOUN
cana-6308	199	8	-	-	PUNCT
cana-6308	199	9	driven	drive	VERB
cana-6308	199	10	hiring	hiring	NOUN
cana-6308	199	11	is	be	AUX
cana-6308	199	12	something	something	PRON
cana-6308	199	13	i	i	PRON
cana-6308	199	14	plan	plan	VERB
cana-6308	199	15	to	to	PART
cana-6308	199	16	implement	implement	VERB
cana-6308	199	17	.	.	PUNCT
cana-6308	199	18	4	4	NUM
cana-6308	200	1	[	[	SYM
cana-6308	200	2	46	46	NUM
cana-6308	200	3	]	]	X
cana-6308	200	4	i	i	PRON
cana-6308	200	5	anticipate	anticipate	VERB
cana-6308	200	6	using	use	VERB
cana-6308	200	7	artificial	artificial	ADJ
cana-6308	200	8	intelligence	intelligence	NOUN
cana-6308	200	9	in	in	ADP
cana-6308	200	10	my	my	PRON
cana-6308	200	11	hiring	hiring	NOUN
cana-6308	200	12	process	process	NOUN
cana-6308	200	13	.	.	PUNCT
cana-6308	201	1	6	6	NUM
cana-6308	202	1	[	[	SYM
cana-6308	202	2	47	47	NUM
cana-6308	202	3	]	]	X
cana-6308	202	4	i	i	PRON
cana-6308	202	5	expect	expect	VERB
cana-6308	202	6	to	to	PART
cana-6308	202	7	utilize	utilize	VERB
cana-6308	202	8	artificial	artificial	ADJ
cana-6308	202	9	intelligence	intelligence	NOUN
cana-6308	202	10	to	to	PART
cana-6308	202	11	oversee	oversee	VERB
cana-6308	202	12	hiring	hiring	NOUN
cana-6308	202	13	.	.	PUNCT
cana-6308	203	1	3	3	NUM
cana-6308	204	1	[	[	X
cana-6308	204	2	44	44	NUM
cana-6308	204	3	,	,	PUNCT
cana-6308	204	4	49	49	NUM
cana-6308	204	5	]	]	PUNCT
cana-6308	204	6	figure	figure	NOUN
cana-6308	204	7	4	4	NUM
cana-6308	204	8	.	.	NOUN
cana-6308	204	9	false	false	ADJ
cana-6308	204	10	negative	negative	ADJ
cana-6308	204	11	rate	rate	NOUN
cana-6308	204	12	.	.	PUNCT
cana-6308	205	1	in	in	ADP
cana-6308	205	2	a	a	DET
cana-6308	205	3	calculated	calculated	ADJ
cana-6308	205	4	tip	tip	NOUN
cana-6308	205	5	,	,	PUNCT
cana-6308	205	6	the	the	DET
cana-6308	205	7	proposed	propose	VERB
cana-6308	205	8	mltaf	mltaf	NOUN
cana-6308	205	9	had	have	VERB
cana-6308	205	10	a	a	DET
cana-6308	205	11	false	false	ADJ
cana-6308	205	12	positive	positive	ADJ
cana-6308	205	13	rate	rate	NOUN
cana-6308	205	14	of	of	ADP
cana-6308	205	15	89.62	89.62	NUM
cana-6308	205	16	%	%	NOUN
cana-6308	205	17	.	.	PUNCT
cana-6308	206	1	the	the	DET
cana-6308	206	2	current	current	ADJ
cana-6308	206	3	false	false	ADJ
cana-6308	206	4	positive	positive	ADJ
cana-6308	206	5	rates	rate	NOUN
cana-6308	206	6	were	be	AUX
cana-6308	206	7	48.39	48.39	NUM
cana-6308	206	8	%	%	NOUN
cana-6308	206	9	for	for	ADP
cana-6308	206	10	aicf	aicf	NOUN
cana-6308	206	11	,	,	PUNCT
cana-6308	206	12	63.67	63.67	NUM
cana-6308	206	13	%	%	NOUN
cana-6308	206	14	for	for	ADP
cana-6308	206	15	aimlm	aimlm	NOUN
cana-6308	206	16	,	,	PUNCT
cana-6308	206	17	and	and	CCONJ
cana-6308	206	18	55.11	55.11	NUM
cana-6308	206	19	%	%	NOUN
cana-6308	206	20	for	for	ADP
cana-6308	206	21	phrm	phrm	NOUN
cana-6308	206	22	.	.	PUNCT
cana-6308	207	1	the	the	DET
cana-6308	207	2	user	user	NOUN
cana-6308	207	3	experience	experience	NOUN
cana-6308	207	4	provided	provide	VERB
cana-6308	207	5	by	by	ADP
cana-6308	207	6	automation	automation	NOUN
cana-6308	207	7	bots	bot	NOUN
cana-6308	207	8	within	within	ADP
cana-6308	207	9	the	the	DET
cana-6308	207	10	framework	framework	NOUN
cana-6308	207	11	can	can	AUX
cana-6308	207	12	be	be	AUX
cana-6308	207	13	compared	compare	VERB
cana-6308	207	14	to	to	ADP
cana-6308	207	15	that	that	PRON
cana-6308	207	16	of	of	ADP
cana-6308	207	17	a	a	DET
cana-6308	207	18	digital	digital	ADJ
cana-6308	207	19	assistant	assistant	NOUN
cana-6308	207	20	.	.	PUNCT
cana-6308	208	1	users	user	NOUN
cana-6308	208	2	may	may	AUX
cana-6308	208	3	ask	ask	VERB
cana-6308	208	4	these	these	DET
cana-6308	208	5	bots	bot	NOUN
cana-6308	208	6	questions	question	NOUN
cana-6308	208	7	and	and	CCONJ
cana-6308	208	8	provide	provide	VERB
cana-6308	208	9	the	the	DET
cana-6308	208	10	necessary	necessary	ADJ
cana-6308	208	11	information	information	NOUN
cana-6308	208	12	quickly	quickly	ADV
cana-6308	208	13	and	and	CCONJ
cana-6308	208	14	effortlessly	effortlessly	ADV
cana-6308	208	15	by	by	ADP
cana-6308	208	16	speaking	speak	VERB
cana-6308	208	17	to	to	ADP
cana-6308	208	18	them	they	PRON
cana-6308	208	19	with	with	ADP
cana-6308	208	20	voice	voice	NOUN
cana-6308	208	21	commands	command	NOUN
cana-6308	208	22	.	.	PUNCT
cana-6308	209	1	most	most	ADJ
cana-6308	209	2	of	of	ADP
cana-6308	209	3	the	the	DET
cana-6308	209	4	automation	automation	NOUN
cana-6308	209	5	bots	bot	NOUN
cana-6308	209	6	in	in	ADP
cana-6308	209	7	the	the	DET
cana-6308	209	8	framework	framework	NOUN
cana-6308	209	9	are	be	AUX
cana-6308	209	10	designed	design	VERB
cana-6308	209	11	to	to	PART
cana-6308	209	12	be	be	AUX
cana-6308	209	13	simple	simple	ADJ
cana-6308	209	14	to	to	AUX
cana-6308	209	15	use	use	VERB
cana-6308	209	16	and	and	CCONJ
cana-6308	209	17	require	require	VERB
cana-6308	209	18	minimal	minimal	ADJ
cana-6308	209	19	user	user	NOUN
cana-6308	209	20	training	training	NOUN
cana-6308	209	21	or	or	CCONJ
cana-6308	209	22	customization	customization	NOUN
cana-6308	209	23	.	.	PUNCT
cana-6308	210	1	communications	communication	NOUN
cana-6308	210	2	on	on	ADP
cana-6308	210	3	applied	apply	VERB
cana-6308	210	4	nonlinear	nonlinear	ADJ
cana-6308	210	5	analysis	analysis	NOUN
cana-6308	210	6	issn	issn	NOUN
cana-6308	210	7	:	:	PUNCT
cana-6308	210	8	1074	1074	NUM
cana-6308	210	9	-	-	PUNCT
cana-6308	210	10	133x	133x	NUM
cana-6308	210	11	vol	vol	NOUN
cana-6308	210	12	32	32	NUM
cana-6308	210	13	no	no	NOUN
cana-6308	210	14	.	.	PUNCT
cana-6308	211	1	1s	1s	NUM
cana-6308	211	2	(	(	PUNCT
cana-6308	211	3	2025	2025	NUM
cana-6308	211	4	)	)	PUNCT
cana-6308	212	1	749	749	NUM
cana-6308	212	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	212	3	table	table	NOUN
cana-6308	212	4	9	9	NUM
cana-6308	212	5	.	.	PUNCT
cana-6308	213	1	the	the	DET
cana-6308	213	2	reliability	reliability	NOUN
cana-6308	213	3	and	and	CCONJ
cana-6308	213	4	validity	validity	NOUN
cana-6308	213	5	of	of	ADP
cana-6308	213	6	the	the	DET
cana-6308	213	7	constructs	construct	NOUN
cana-6308	213	8	construct	construct	VERB
cana-6308	213	9	items	item	NOUN
cana-6308	213	10	eliminated	eliminate	VERB
cana-6308	213	11	loading	load	VERB
cana-6308	213	12	cronbach	cronbach	NOUN
cana-6308	213	13	’s	’s	PART
cana-6308	213	14	α	α	PROPN
cana-6308	213	15	ave	ave	NOUN
cana-6308	213	16	composite	composite	ADJ
cana-6308	213	17	reliability	reliability	NOUN
cana-6308	213	18	(	(	PUNCT
cana-6308	213	19	cr	cr	NOUN
cana-6308	213	20	)	)	PUNCT
cana-6308	213	21	vif	vif	PROPN
cana-6308	213	22	ai	ai	PROPN
cana-6308	213	23	-	-	PUNCT
cana-6308	213	24	augmented	augment	VERB
cana-6308	213	25	hrm	hrm	PROPN
cana-6308	213	26	(	(	PUNCT
cana-6308	213	27	aihrm	aihrm	PROPN
cana-6308	213	28	)	)	PUNCT
cana-6308	213	29	none	none	NOUN
cana-6308	213	30	0.760	0.760	NUM
cana-6308	213	31	0.725	0.725	NUM
cana-6308	213	32	0.778	0.778	NUM
cana-6308	213	33	0.802	0.802	NUM
cana-6308	213	34	0.938	0.938	NUM
cana-6308	213	35	0.573	0.573	NUM
cana-6308	213	36	0.914	0.914	NUM
cana-6308	213	37	1.372	1.372	NUM
cana-6308	213	38	0.880	0.880	NUM
cana-6308	213	39	0.853	0.853	NUM
cana-6308	213	40	0.839	0.839	NUM
cana-6308	213	41	0.801	0.801	NUM
cana-6308	213	42	digital	digital	ADJ
cana-6308	213	43	culture	culture	NOUN
cana-6308	213	44	(	(	PUNCT
cana-6308	213	45	dc	dc	PROPN
cana-6308	213	46	)	)	PUNCT
cana-6308	213	47	dc6	dc6	PROPN
cana-6308	213	48	,	,	PUNCT
cana-6308	213	49	dc7	dc7	PROPN
cana-6308	213	50	0.782	0.782	NUM
cana-6308	213	51	0.899	0.899	NUM
cana-6308	213	52	0.607	0.607	NUM
cana-6308	213	53	0.885	0.885	NUM
cana-6308	213	54	2.518	2.518	NUM
cana-6308	213	55	0.824	0.824	NUM
cana-6308	213	56	0.760	0.760	NUM
cana-6308	213	57	0.688	0.688	NUM
cana-6308	213	58	0.697	0.697	NUM
cana-6308	213	59	.	.	PUNCT
cana-6308	214	1	figure	figure	NOUN
cana-6308	214	2	5	5	NUM
cana-6308	214	3	.	.	PUNCT
cana-6308	214	4	false	false	ADJ
cana-6308	214	5	positive	positive	ADJ
cana-6308	214	6	rate	rate	NOUN
cana-6308	214	7	.	.	PUNCT
cana-6308	215	1	communications	communication	NOUN
cana-6308	215	2	on	on	ADP
cana-6308	215	3	applied	apply	VERB
cana-6308	215	4	nonlinear	nonlinear	ADJ
cana-6308	215	5	analysis	analysis	NOUN
cana-6308	215	6	issn	issn	NOUN
cana-6308	215	7	:	:	PUNCT
cana-6308	215	8	1074	1074	NUM
cana-6308	215	9	-	-	PUNCT
cana-6308	215	10	133x	133x	NUM
cana-6308	215	11	vol	vol	NOUN
cana-6308	215	12	32	32	NUM
cana-6308	215	13	no	no	NOUN
cana-6308	215	14	.	.	PUNCT
cana-6308	216	1	1s	1s	NUM
cana-6308	216	2	(	(	PUNCT
cana-6308	216	3	2025	2025	NUM
cana-6308	216	4	)	)	PUNCT
cana-6308	216	5	750	750	NUM
cana-6308	216	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-6308	216	7	obtained	obtain	VERB
cana-6308	216	8	a	a	DET
cana-6308	216	9	false	false	ADJ
cana-6308	216	10	discovery	discovery	NOUN
cana-6308	216	11	rate	rate	NOUN
cana-6308	216	12	of	of	ADP
cana-6308	216	13	96.41	96.41	NUM
cana-6308	216	14	%	%	NOUN
cana-6308	216	15	.	.	PUNCT
cana-6308	217	1	for	for	ADP
cana-6308	217	2	aicf	aicf	NOUN
cana-6308	217	3	,	,	PUNCT
cana-6308	217	4	aimlm	aimlm	NOUN
cana-6308	217	5	,	,	PUNCT
cana-6308	217	6	and	and	CCONJ
cana-6308	217	7	phrm	phrm	PROPN
cana-6308	217	8	,	,	PUNCT
cana-6308	217	9	the	the	DET
cana-6308	217	10	current	current	ADJ
cana-6308	217	11	false	false	ADJ
cana-6308	217	12	discovery	discovery	NOUN
cana-6308	217	13	rates	rate	NOUN
cana-6308	217	14	were	be	AUX
cana-6308	217	15	50.14	50.14	NUM
cana-6308	217	16	%	%	NOUN
cana-6308	217	17	,	,	PUNCT
cana-6308	217	18	91.47	91.47	NUM
cana-6308	217	19	%	%	NOUN
cana-6308	217	20	,	,	PUNCT
cana-6308	217	21	and	and	CCONJ
cana-6308	217	22	64.06	64.06	NUM
cana-6308	217	23	%	%	NOUN
cana-6308	217	24	,	,	PUNCT
cana-6308	217	25	respectively	respectively	ADV
cana-6308	217	26	.	.	PUNCT
cana-6308	217	27	table	table	NOUN
cana-6308	217	28	10	10	NUM
cana-6308	217	29	.	.	PUNCT
cana-6308	218	1	discriminant	discriminant	ADJ
cana-6308	218	2	validity	validity	NOUN
cana-6308	218	3	(	(	PUNCT
cana-6308	218	4	all	all	DET
cana-6308	218	5	values	value	NOUN
cana-6308	218	6	+1	+1	ADJ
cana-6308	218	7	)	)	PUNCT
cana-6308	218	8	variables	variable	NOUN
cana-6308	218	9	aihrm	aihrm	VERB
cana-6308	218	10	dc	dc	PROPN
cana-6308	218	11	os	os	PROPN
cana-6308	218	12	sop	sop	PROPN
cana-6308	218	13	1	1	NUM
cana-6308	218	14	.	.	X
cana-6308	219	1	aihrm	aihrm	NOUN
cana-6308	219	2	(	(	PUNCT
cana-6308	219	3	1.757	1.757	NUM
cana-6308	219	4	)	)	PUNCT
cana-6308	219	5	2	2	NUM
cana-6308	219	6	.	.	PUNCT
cana-6308	219	7	dc	dc	PROPN
cana-6308	219	8	1.560	1.560	NUM
cana-6308	219	9	(	(	PUNCT
cana-6308	219	10	1.663	1.663	NUM
cana-6308	219	11	)	)	PUNCT
cana-6308	219	12	3	3	NUM
cana-6308	219	13	.	.	X
cana-6308	219	14	os	os	NOUN
cana-6308	219	15	1.521	1.521	NUM
cana-6308	219	16	1.798	1.798	NUM
cana-6308	219	17	(	(	PUNCT
cana-6308	219	18	197	197	NUM
cana-6308	219	19	)	)	SYM
cana-6308	219	20	4	4	NUM
cana-6308	219	21	.	.	PUNCT
cana-6308	219	22	sop	sop	PROPN
cana-6308	219	23	1.465	1.465	NUM
cana-6308	219	24	1.984	1.984	NUM
cana-6308	219	25	1.782	1.782	NUM
cana-6308	219	26	(	(	PUNCT
cana-6308	219	27	1.727	1.727	NUM
cana-6308	219	28	)	)	PUNCT
cana-6308	219	29	figure	figure	NOUN
cana-6308	219	30	6	6	NUM
cana-6308	219	31	.	.	PUNCT
cana-6308	219	32	false	false	ADJ
cana-6308	219	33	discovery	discovery	NOUN
cana-6308	219	34	rate	rate	NOUN
cana-6308	219	35	.	.	PUNCT
cana-6308	220	1	communications	communication	NOUN
cana-6308	220	2	on	on	ADP
cana-6308	220	3	applied	apply	VERB
cana-6308	220	4	nonlinear	nonlinear	ADJ
cana-6308	220	5	analysis	analysis	NOUN
cana-6308	220	6	issn	issn	NOUN
cana-6308	220	7	:	:	PUNCT
cana-6308	220	8	1074	1074	NUM
cana-6308	220	9	-	-	PUNCT
cana-6308	220	10	133x	133x	NUM
cana-6308	220	11	vol	vol	NOUN
cana-6308	220	12	32	32	NUM
cana-6308	220	13	no	no	NOUN
cana-6308	220	14	.	.	PUNCT
cana-6308	221	1	1s	1s	NUM
cana-6308	221	2	(	(	PUNCT
cana-6308	221	3	2025	2025	NUM
cana-6308	221	4	)	)	PUNCT
cana-6308	221	5	751	751	NUM
cana-6308	221	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	221	7	figure	figure	NOUN
cana-6308	221	8	7	7	NUM
cana-6308	221	9	.	.	PUNCT
cana-6308	221	10	confusion	confusion	NOUN
cana-6308	221	11	matrices	matrix	NOUN
cana-6308	221	12	for	for	ADP
cana-6308	221	13	machine	machine	NOUN
cana-6308	221	14	learning	learning	NOUN
cana-6308	221	15	models	model	NOUN
cana-6308	221	16	table	table	VERB
cana-6308	221	17	2	2	NUM
cana-6308	221	18	shows	show	VERB
cana-6308	221	19	the	the	DET
cana-6308	221	20	relative	relative	ADJ
cana-6308	221	21	effectiveness	effectiveness	NOUN
cana-6308	221	22	of	of	ADP
cana-6308	221	23	machine	machine	NOUN
cana-6308	221	24	learning	learning	NOUN
cana-6308	221	25	models	model	NOUN
cana-6308	221	26	according	accord	VERB
cana-6308	221	27	to	to	ADP
cana-6308	221	28	roc	roc	NOUN
cana-6308	221	29	-	-	PUNCT
cana-6308	221	30	auc	auc	NOUN
cana-6308	221	31	,	,	PUNCT
cana-6308	221	32	f1score	f1score	NOUN
cana-6308	221	33	,	,	PUNCT
cana-6308	221	34	and	and	CCONJ
cana-6308	221	35	accuracy	accuracy	NOUN
cana-6308	221	36	.	.	PUNCT
cana-6308	222	1	comparison	comparison	NOUN
cana-6308	222	2	analysis	analysis	NOUN
cana-6308	222	3	with	with	ADP
cana-6308	222	4	existing	exist	VERB
cana-6308	222	5	model	model	NOUN
cana-6308	222	6	the	the	DET
cana-6308	222	7	integration	integration	NOUN
cana-6308	222	8	of	of	ADP
cana-6308	222	9	machine	machine	NOUN
cana-6308	222	10	learning	learn	VERB
cana-6308	222	11	frameworks	framework	NOUN
cana-6308	222	12	in	in	ADP
cana-6308	222	13	ai	ai	ADV
cana-6308	222	14	-	-	PUNCT
cana-6308	222	15	based	base	VERB
cana-6308	222	16	human	human	ADJ
cana-6308	222	17	resource	resource	NOUN
cana-6308	222	18	design	design	NOUN
cana-6308	222	19	has	have	AUX
cana-6308	222	20	revolutionized	revolutionize	VERB
cana-6308	222	21	the	the	DET
cana-6308	222	22	way	way	NOUN
cana-6308	222	23	organizations	organization	NOUN
cana-6308	222	24	approach	approach	VERB
cana-6308	222	25	talent	talent	NOUN
cana-6308	222	26	acquisition	acquisition	NOUN
cana-6308	222	27	and	and	CCONJ
cana-6308	222	28	management	management	NOUN
cana-6308	222	29	.	.	PUNCT
cana-6308	223	1	by	by	ADP
cana-6308	223	2	leveraging	leverage	VERB
cana-6308	223	3	communications	communication	NOUN
cana-6308	223	4	on	on	ADP
cana-6308	223	5	applied	apply	VERB
cana-6308	223	6	nonlinear	nonlinear	ADJ
cana-6308	223	7	analysis	analysis	NOUN
cana-6308	223	8	issn	issn	NOUN
cana-6308	223	9	:	:	PUNCT
cana-6308	223	10	1074	1074	NUM
cana-6308	223	11	-	-	PUNCT
cana-6308	223	12	133x	133x	NUM
cana-6308	223	13	vol	vol	NOUN
cana-6308	223	14	32	32	NUM
cana-6308	223	15	no	no	NOUN
cana-6308	223	16	.	.	PUNCT
cana-6308	224	1	1s	1s	NUM
cana-6308	224	2	(	(	PUNCT
cana-6308	224	3	2025	2025	NUM
cana-6308	224	4	)	)	PUNCT
cana-6308	224	5	752	752	NUM
cana-6308	224	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	224	7	advanced	advanced	ADJ
cana-6308	224	8	algorithms	algorithm	NOUN
cana-6308	224	9	and	and	CCONJ
cana-6308	224	10	data	datum	NOUN
cana-6308	224	11	analytics	analytic	NOUN
cana-6308	224	12	,	,	PUNCT
cana-6308	224	13	these	these	DET
cana-6308	224	14	frameworks	framework	NOUN
cana-6308	224	15	enable	enable	VERB
cana-6308	224	16	hr	hr	NOUN
cana-6308	224	17	professionals	professional	NOUN
cana-6308	224	18	to	to	PART
cana-6308	224	19	make	make	VERB
cana-6308	224	20	data	datum	NOUN
cana-6308	224	21	candidate	candidate	NOUN
cana-6308	224	22	experiences	experience	NOUN
cana-6308	224	23	.	.	PUNCT
cana-6308	225	1	from	from	ADP
cana-6308	225	2	predictive	predictive	ADJ
cana-6308	225	3	analytics	analytic	NOUN
cana-6308	225	4	to	to	ADP
cana-6308	225	5	personalized	personalized	ADJ
cana-6308	225	6	learning	learning	NOUN
cana-6308	225	7	paths	path	NOUN
cana-6308	225	8	,	,	PUNCT
cana-6308	225	9	ai	ai	VERB
cana-6308	225	10	-	-	PUNCT
cana-6308	225	11	powered	power	VERB
cana-6308	225	12	hr	hr	NOUN
cana-6308	225	13	solutions	solution	NOUN
cana-6308	225	14	are	be	AUX
cana-6308	225	15	transforming	transform	VERB
cana-6308	225	16	the	the	DET
cana-6308	225	17	workplace	workplace	NOUN
cana-6308	225	18	,	,	PUNCT
cana-6308	225	19	driving	drive	VERB
cana-6308	225	20	efficiency	efficiency	NOUN
cana-6308	225	21	,	,	PUNCT
cana-6308	225	22	and	and	CCONJ
cana-6308	225	23	fostering	foster	VERB
cana-6308	225	24	a	a	DET
cana-6308	225	25	existing	exist	VERB
cana-6308	225	26	performance	performance	NOUN
cana-6308	225	27	management	management	NOUN
cana-6308	225	28	and	and	CCONJ
cana-6308	225	29	human	human	ADJ
cana-6308	225	30	resource	resource	NOUN
cana-6308	225	31	(	(	PUNCT
cana-6308	225	32	hr	hr	NOUN
cana-6308	225	33	)	)	PUNCT
cana-6308	225	34	dashboards	dashboard	NOUN
cana-6308	225	35	can	can	AUX
cana-6308	225	36	easily	easily	ADV
cana-6308	225	37	incorporate	incorporate	VERB
cana-6308	225	38	the	the	DET
cana-6308	225	39	suggested	suggest	VERB
cana-6308	225	40	predictive	predictive	ADJ
cana-6308	225	41	methodology	methodology	NOUN
cana-6308	225	42	.	.	PUNCT
cana-6308	226	1	existing	exist	VERB
cana-6308	226	2	performance	performance	NOUN
cana-6308	226	3	management	management	NOUN
cana-6308	226	4	and	and	CCONJ
cana-6308	226	5	human	human	ADJ
cana-6308	226	6	resource	resource	NOUN
cana-6308	226	7	(	(	PUNCT
cana-6308	226	8	hr	hr	NOUN
cana-6308	226	9	)	)	PUNCT
cana-6308	226	10	dashboards	dashboard	NOUN
cana-6308	226	11	can	can	AUX
cana-6308	226	12	easily	easily	ADV
cana-6308	226	13	incorporate	incorporate	VERB
cana-6308	226	14	the	the	DET
cana-6308	226	15	suggested	suggest	VERB
cana-6308	226	16	predictive	predictive	ADJ
cana-6308	226	17	methodology	methodology	NOUN
cana-6308	226	18	.	.	PUNCT
cana-6308	227	1	employees	employee	NOUN
cana-6308	227	2	into	into	ADP
cana-6308	227	3	categories	category	NOUN
cana-6308	227	4	like	like	ADP
cana-6308	227	5	"	"	PUNCT
cana-6308	227	6	risk	risk	NOUN
cana-6308	227	7	"	"	PUNCT
cana-6308	227	8	or	or	CCONJ
cana-6308	227	9	"	"	PUNCT
cana-6308	227	10	excellence	excellence	NOUN
cana-6308	227	11	"	"	PUNCT
cana-6308	227	12	based	base	VERB
cana-6308	227	13	on	on	ADP
cana-6308	227	14	expected	expect	VERB
cana-6308	227	15	performance	performance	NOUN
cana-6308	227	16	by	by	ADP
cana-6308	227	17	connecting	connect	VERB
cana-6308	227	18	the	the	DET
cana-6308	227	19	model	model	NOUN
cana-6308	227	20	to	to	ADP
cana-6308	227	21	real	real	ADJ
cana-6308	227	22	-	-	PUNCT
cana-6308	227	23	time	time	NOUN
cana-6308	227	24	tnps	tnps	PROPN
cana-6308	227	25	survey	survey	NOUN
cana-6308	227	26	platforms	platform	NOUN
cana-6308	227	27	.	.	PUNCT
cana-6308	228	1	a	a	DET
cana-6308	228	2	proactive	proactive	ADJ
cana-6308	228	3	approach	approach	NOUN
cana-6308	228	4	to	to	ADP
cana-6308	228	5	workforce	workforce	PROPN
cana-6308	228	6	management	management	NOUN
cana-6308	228	7	is	be	AUX
cana-6308	228	8	made	make	VERB
cana-6308	228	9	possible	possible	ADJ
cana-6308	228	10	by	by	ADP
cana-6308	228	11	these	these	DET
cana-6308	228	12	classifications	classification	NOUN
cana-6308	228	13	,	,	PUNCT
cana-6308	228	14	which	which	PRON
cana-6308	228	15	can	can	AUX
cana-6308	228	16	set	set	VERB
cana-6308	228	17	off	off	ADP
cana-6308	228	18	timely	timely	ADJ
cana-6308	228	19	alarms	alarm	NOUN
cana-6308	228	20	or	or	CCONJ
cana-6308	228	21	interventions	intervention	NOUN
cana-6308	228	22	like	like	ADP
cana-6308	228	23	more	more	ADJ
cana-6308	228	24	training	training	NOUN
cana-6308	228	25	,	,	PUNCT
cana-6308	228	26	mentorship	mentorship	NOUN
cana-6308	228	27	,	,	PUNCT
cana-6308	228	28	or	or	CCONJ
cana-6308	228	29	employee	employee	NOUN
cana-6308	228	30	engagement	engagement	NOUN
cana-6308	228	31	programs	program	NOUN
cana-6308	228	32	.	.	PUNCT
cana-6308	229	1	organizations	organization	NOUN
cana-6308	229	2	would	would	AUX
cana-6308	229	3	need	need	VERB
cana-6308	229	4	to	to	PART
cana-6308	229	5	integrate	integrate	VERB
cana-6308	229	6	feedback	feedback	NOUN
cana-6308	229	7	collection	collection	NOUN
cana-6308	229	8	technologie	technologie	NOUN
cana-6308	229	9	in	in	ADP
cana-6308	229	10	order	order	NOUN
cana-6308	229	11	to	to	PART
cana-6308	229	12	put	put	VERB
cana-6308	229	13	such	such	DET
cana-6308	229	14	a	a	DET
cana-6308	229	15	system	system	NOUN
cana-6308	229	16	into	into	ADP
cana-6308	229	17	place	place	NOUN
cana-6308	229	18	.	.	PUNCT
cana-6308	230	1	addressing	address	VERB
cana-6308	230	2	possible	possible	ADJ
cana-6308	230	3	algorithmic	algorithmic	ADJ
cana-6308	230	4	bias	bias	NOUN
cana-6308	230	5	,	,	PUNCT
cana-6308	230	6	guaranteeing	guarantee	VERB
cana-6308	230	7	decisionmaking	decisionmake	VERB
cana-6308	230	8	transparency	transparency	NOUN
cana-6308	230	9	,	,	PUNCT
cana-6308	230	10	and	and	CCONJ
cana-6308	230	11	upholding	uphold	VERB
cana-6308	230	12	stringent	stringent	ADJ
cana-6308	230	13	data	datum	NOUN
cana-6308	230	14	protection	protection	NOUN
cana-6308	230	15	rules	rule	NOUN
cana-6308	230	16	are	be	AUX
cana-6308	230	17	all	all	PRON
cana-6308	230	18	crucial	crucial	ADJ
cana-6308	230	19	ethical	ethical	ADJ
cana-6308	230	20	considerations	consideration	NOUN
cana-6308	230	21	in	in	ADP
cana-6308	230	22	this	this	DET
cana-6308	230	23	situation	situation	NOUN
cana-6308	230	24	.	.	PUNCT
cana-6308	231	1	additionally	additionally	ADV
cana-6308	231	2	,	,	PUNCT
cana-6308	231	3	predictive	predictive	ADJ
cana-6308	231	4	models	model	NOUN
cana-6308	231	5	utilized	utilize	VERB
cana-6308	231	6	in	in	ADP
cana-6308	231	7	table	table	NOUN
cana-6308	231	8	11	11	NUM
cana-6308	231	9	:	:	PUNCT
cana-6308	231	10	model	model	NOUN
cana-6308	231	11	performance	performance	NOUN
cana-6308	231	12	metrics	metric	NOUN
cana-6308	231	13	model	model	NOUN
cana-6308	231	14	accuracy	accuracy	NOUN
cana-6308	231	15	f1	f1	NOUN
cana-6308	231	16	-	-	PUNCT
cana-6308	231	17	score	score	NOUN
cana-6308	231	18	roc	roc	NOUN
cana-6308	231	19	-	-	PUNCT
cana-6308	231	20	auc	auc	NOUN
cana-6308	231	21	xgboost	xgboost	NOUN
cana-6308	231	22	3.35	3.35	NUM
cana-6308	231	23	3.6454	3.6454	NUM
cana-6308	231	24	3.98	3.98	NUM
cana-6308	231	25	tabnet	tabnet	NOUN
cana-6308	231	26	3.65	3.65	NUM
cana-6308	231	27	3.652	3.652	NUM
cana-6308	231	28	3.913.759	3.913.759	NUM
cana-6308	231	29	random	random	ADJ
cana-6308	231	30	forest	forest	NOUN
cana-6308	231	31	3.895	3.895	NUM
cana-6308	231	32	3.256	3.256	NUM
cana-6308	231	33	3.8903.65	3.8903.65	NUM
cana-6308	231	34	svm	svm	VERB
cana-6308	231	35	3.64	3.64	NUM
cana-6308	231	36	3.687	3.687	NUM
cana-6308	231	37	3.8653.45	3.8653.45	NUM
cana-6308	231	38	k	k	VERB
cana-6308	231	39	-	-	PUNCT
cana-6308	231	40	nearest	near	ADJ
cana-6308	231	41	neighbors	neighbor	NOUN
cana-6308	231	42	3.787	3.787	NUM
cana-6308	231	43	3.16	3.16	NUM
cana-6308	231	44	3.820	3.820	NUM
cana-6308	231	45	neural	neural	ADJ
cana-6308	231	46	architecture	architecture	NOUN
cana-6308	231	47	search	search	NOUN
cana-6308	231	48	3.865	3.865	NUM
cana-6308	231	49	3.875	3.875	NUM
cana-6308	231	50	3.902	3.902	NUM
cana-6308	231	51	xgboost	xgboost	ADP
cana-6308	231	52	3.923	3.923	NUM
cana-6308	231	53	3.920	3.920	NUM
cana-6308	231	54	3.945	3.945	NUM
cana-6308	231	55	tabnet	tabnet	NOUN
cana-6308	231	56	3.896	3.896	NUM
cana-6308	231	57	3.894	3.894	NUM
cana-6308	231	58	3.919	3.919	NUM
cana-6308	231	59	figure	figure	NOUN
cana-6308	231	60	8	8	NUM
cana-6308	231	61	.	.	PUNCT
cana-6308	231	62	comparison	comparison	NOUN
cana-6308	231	63	of	of	ADP
cana-6308	231	64	roc	roc	NOUN
cana-6308	231	65	-	-	PUNCT
cana-6308	231	66	auc	auc	NOUN
cana-6308	231	67	scores	score	NOUN
cana-6308	231	68	across	across	ADP
cana-6308	231	69	machine	machine	NOUN
cana-6308	231	70	learning	learning	NOUN
cana-6308	231	71	models	model	NOUN
cana-6308	231	72	communications	communication	NOUN
cana-6308	231	73	on	on	ADP
cana-6308	231	74	applied	apply	VERB
cana-6308	231	75	nonlinear	nonlinear	ADJ
cana-6308	231	76	analysis	analysis	NOUN
cana-6308	231	77	issn	issn	NOUN
cana-6308	231	78	:	:	PUNCT
cana-6308	231	79	1074	1074	NUM
cana-6308	231	80	-	-	PUNCT
cana-6308	231	81	133x	133x	NUM
cana-6308	231	82	vol	vol	NOUN
cana-6308	231	83	32	32	NUM
cana-6308	231	84	no	no	NOUN
cana-6308	231	85	.	.	PUNCT
cana-6308	232	1	1s	1s	NUM
cana-6308	232	2	(	(	PUNCT
cana-6308	232	3	2025	2025	NUM
cana-6308	232	4	)	)	PUNCT
cana-6308	232	5	753	753	NUM
cana-6308	232	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	232	7	figure	figure	NOUN
cana-6308	232	8	9	9	NUM
cana-6308	232	9	shows	show	VERB
cana-6308	232	10	the	the	DET
cana-6308	232	11	svm	svm	PROPN
cana-6308	232	12	's	's	PART
cana-6308	232	13	roc	roc	PROPN
cana-6308	232	14	and	and	CCONJ
cana-6308	232	15	auc	auc	NOUN
cana-6308	232	16	findings	finding	NOUN
cana-6308	232	17	using	use	VERB
cana-6308	232	18	a	a	DET
cana-6308	232	19	gaussian	gaussian	ADJ
cana-6308	232	20	kernel	kernel	NOUN
cana-6308	232	21	and	and	CCONJ
cana-6308	232	22	a	a	DET
cana-6308	232	23	0.001	0.001	NUM
cana-6308	232	24	tolerance	tolerance	NOUN
cana-6308	232	25	for	for	ADP
cana-6308	232	26	convergence	convergence	NOUN
cana-6308	232	27	.	.	PUNCT
cana-6308	233	1	in	in	ADP
cana-6308	233	2	every	every	DET
cana-6308	233	3	parameter	parameter	NOUN
cana-6308	233	4	,	,	PUNCT
cana-6308	233	5	but	but	CCONJ
cana-6308	233	6	especially	especially	ADV
cana-6308	233	7	in	in	ADP
cana-6308	233	8	roc	roc	NOUN
cana-6308	233	9	-	-	PUNCT
cana-6308	233	10	auc	auc	NOUN
cana-6308	233	11	,	,	PUNCT
cana-6308	233	12	xgboost	xgboost	ADV
cana-6308	233	13	continuously	continuously	ADV
cana-6308	233	14	beat	beat	VERB
cana-6308	233	15	all	all	DET
cana-6308	233	16	other	other	ADJ
cana-6308	233	17	models	model	NOUN
cana-6308	233	18	,	,	PUNCT
cana-6308	233	19	demonstrating	demonstrate	VERB
cana-6308	233	20	its	its	PRON
cana-6308	233	21	better	well	ADJ
cana-6308	233	22	capacity	capacity	NOUN
cana-6308	233	23	to	to	PART
cana-6308	233	24	differentiate	differentiate	VERB
cana-6308	233	25	between	between	ADP
cana-6308	233	26	highand	highand	ADJ
cana-6308	233	27	low	low	ADV
cana-6308	233	28	-	-	PUNCT
cana-6308	233	29	performing	perform	VERB
cana-6308	233	30	workers	worker	NOUN
cana-6308	233	31	.	.	PUNCT
cana-6308	234	1	knn	knn	PROPN
cana-6308	234	2	performed	perform	VERB
cana-6308	234	3	poorly	poorly	ADV
cana-6308	234	4	,	,	PUNCT
cana-6308	234	5	particularly	particularly	ADV
cana-6308	234	6	in	in	ADP
cana-6308	234	7	f1	f1	NOUN
cana-6308	234	8	-	-	PUNCT
cana-6308	234	9	score	score	NOUN
cana-6308	234	10	and	and	CCONJ
cana-6308	234	11	roc	roc	NOUN
cana-6308	234	12	-	-	PUNCT
cana-6308	234	13	auc	auc	NOUN
cana-6308	234	14	,	,	PUNCT
cana-6308	234	15	indicating	indicate	VERB
cana-6308	234	16	that	that	SCONJ
cana-6308	234	17	it	it	PRON
cana-6308	234	18	was	be	AUX
cana-6308	234	19	less	less	ADV
cana-6308	234	20	adept	adept	ADJ
cana-6308	234	21	at	at	ADP
cana-6308	234	22	managing	manage	VERB
cana-6308	234	23	the	the	DET
cana-6308	234	24	complexity	complexity	NOUN
cana-6308	234	25	of	of	ADP
cana-6308	234	26	the	the	DET
cana-6308	234	27	dataset	dataset	NOUN
cana-6308	234	28	than	than	ADP
cana-6308	234	29	tabnet	tabnet	NOUN
cana-6308	234	30	and	and	CCONJ
cana-6308	234	31	nas	na	NOUN
cana-6308	234	32	.	.	PROPN
cana-6308	235	1	5	5	X
cana-6308	235	2	.	.	X
cana-6308	235	3	conclusion	conclusion	NOUN
cana-6308	235	4	machine	machine	NOUN
cana-6308	235	5	learning	learn	VERB
cana-6308	235	6	techniques	technique	NOUN
cana-6308	235	7	assist	assist	VERB
cana-6308	235	8	researchers	researcher	NOUN
cana-6308	235	9	and	and	CCONJ
cana-6308	235	10	iot	iot	ADJ
cana-6308	235	11	security	security	NOUN
cana-6308	235	12	teams	team	NOUN
cana-6308	235	13	in	in	ADP
cana-6308	235	14	generating	generate	VERB
cana-6308	235	15	valuable	valuable	ADJ
cana-6308	235	16	predictions	prediction	NOUN
cana-6308	235	17	and	and	CCONJ
cana-6308	235	18	feedback	feedback	NOUN
cana-6308	235	19	by	by	ADP
cana-6308	235	20	analyzing	analyze	VERB
cana-6308	235	21	past	past	ADJ
cana-6308	235	22	behavior	behavior	NOUN
cana-6308	235	23	.	.	PUNCT
cana-6308	236	1	by	by	ADP
cana-6308	236	2	comparing	compare	VERB
cana-6308	236	3	current	current	ADJ
cana-6308	236	4	and	and	CCONJ
cana-6308	236	5	attacked	attack	VERB
cana-6308	236	6	networks	network	NOUN
cana-6308	236	7	,	,	PUNCT
cana-6308	236	8	any	any	DET
cana-6308	236	9	unfamiliar	unfamiliar	ADJ
cana-6308	236	10	behaviors	behavior	NOUN
cana-6308	236	11	can	can	AUX
cana-6308	236	12	be	be	AUX
cana-6308	236	13	identified	identify	VERB
cana-6308	236	14	,	,	PUNCT
cana-6308	236	15	and	and	CCONJ
cana-6308	236	16	necessary	necessary	ADJ
cana-6308	236	17	precautions	precaution	NOUN
cana-6308	236	18	can	can	AUX
cana-6308	236	19	be	be	AUX
cana-6308	236	20	determined	determine	VERB
cana-6308	236	21	.	.	PUNCT
cana-6308	237	1	iot	iot	PROPN
cana-6308	237	2	security	security	NOUN
cana-6308	237	3	technologies	technology	NOUN
cana-6308	237	4	offer	offer	VERB
cana-6308	237	5	the	the	DET
cana-6308	237	6	potential	potential	NOUN
cana-6308	237	7	to	to	PART
cana-6308	237	8	mitigate	mitigate	VERB
cana-6308	237	9	risks	risk	NOUN
cana-6308	237	10	,	,	PUNCT
cana-6308	237	11	protect	protect	VERB
cana-6308	237	12	against	against	ADP
cana-6308	237	13	attacks	attack	NOUN
cana-6308	237	14	and	and	CCONJ
cana-6308	237	15	breaches	breach	NOUN
cana-6308	237	16	,	,	PUNCT
cana-6308	237	17	and	and	CCONJ
cana-6308	237	18	address	address	VERB
cana-6308	237	19	related	related	ADJ
cana-6308	237	20	challenges	challenge	NOUN
cana-6308	237	21	.	.	PUNCT
cana-6308	238	1	however	however	ADV
cana-6308	238	2	,	,	PUNCT
cana-6308	238	3	this	this	DET
cana-6308	238	4	study	study	NOUN
cana-6308	238	5	has	have	VERB
cana-6308	238	6	some	some	DET
cana-6308	238	7	limitations	limitation	NOUN
cana-6308	238	8	.	.	PUNCT
cana-6308	239	1	firstly	firstly	ADV
cana-6308	239	2	,	,	PUNCT
cana-6308	239	3	it	it	PRON
cana-6308	239	4	primarily	primarily	ADV
cana-6308	239	5	focuses	focus	VERB
cana-6308	239	6	on	on	ADP
cana-6308	239	7	resume	resume	NOUN
cana-6308	239	8	-	-	PUNCT
cana-6308	239	9	screening	screen	VERB
cana-6308	239	10	scenarios	scenario	NOUN
cana-6308	239	11	and	and	CCONJ
cana-6308	239	12	does	do	AUX
cana-6308	239	13	not	not	PART
cana-6308	239	14	explore	explore	VERB
cana-6308	239	15	other	other	ADJ
cana-6308	239	16	hrm	hrm	PROPN
cana-6308	239	17	contexts	contexts	PROPN
cana-6308	239	18	,	,	PUNCT
cana-6308	239	19	which	which	PRON
cana-6308	239	20	could	could	AUX
cana-6308	239	21	limit	limit	VERB
cana-6308	239	22	the	the	DET
cana-6308	239	23	generalization	generalization	NOUN
cana-6308	239	24	of	of	ADP
cana-6308	239	25	the	the	DET
cana-6308	239	26	findings	finding	NOUN
cana-6308	239	27	.	.	PUNCT
cana-6308	240	1	future	future	ADJ
cana-6308	240	2	research	research	NOUN
cana-6308	240	3	could	could	AUX
cana-6308	240	4	address	address	VERB
cana-6308	240	5	this	this	DET
cana-6308	240	6	gap	gap	NOUN
cana-6308	240	7	by	by	ADP
cana-6308	240	8	investigating	investigate	VERB
cana-6308	240	9	additional	additional	ADJ
cana-6308	240	10	hrm	hrm	NOUN
cana-6308	240	11	scenarios	scenario	NOUN
cana-6308	240	12	to	to	PART
cana-6308	240	13	validate	validate	VERB
cana-6308	240	14	the	the	DET
cana-6308	240	15	results	result	NOUN
cana-6308	240	16	.	.	PUNCT
cana-6308	241	1	despite	despite	SCONJ
cana-6308	241	2	the	the	DET
cana-6308	241	3	diversity	diversity	NOUN
cana-6308	241	4	within	within	ADP
cana-6308	241	5	hrm	hrm	PROPN
cana-6308	241	6	,	,	PUNCT
cana-6308	241	7	many	many	ADJ
cana-6308	241	8	scenarios	scenario	NOUN
cana-6308	241	9	share	share	VERB
cana-6308	241	10	common	common	ADJ
cana-6308	241	11	elements	element	NOUN
cana-6308	241	12	—	—	PUNCT
cana-6308	241	13	where	where	SCONJ
cana-6308	241	14	collecting	collecting	NOUN
cana-6308	241	15	,	,	PUNCT
cana-6308	241	16	analyzing	analyzing	NOUN
cana-6308	241	17	,	,	PUNCT
cana-6308	241	18	and	and	CCONJ
cana-6308	241	19	utilizing	utilize	VERB
cana-6308	241	20	personnel	personnel	NOUN
cana-6308	241	21	data	datum	NOUN
cana-6308	241	22	is	be	AUX
cana-6308	241	23	essential	essential	ADJ
cana-6308	241	24	.	.	PUNCT
cana-6308	242	1	therefore	therefore	ADV
cana-6308	242	2	,	,	PUNCT
cana-6308	242	3	refining	refine	VERB
cana-6308	242	4	the	the	DET
cana-6308	242	5	study	study	NOUN
cana-6308	242	6	’s	’s	PART
cana-6308	242	7	model	model	NOUN
cana-6308	242	8	and	and	CCONJ
cana-6308	242	9	methodology	methodology	NOUN
cana-6308	242	10	to	to	PART
cana-6308	242	11	address	address	VERB
cana-6308	242	12	the	the	DET
cana-6308	242	13	unique	unique	ADJ
cana-6308	242	14	characteristics	characteristic	NOUN
cana-6308	242	15	and	and	CCONJ
cana-6308	242	16	needs	need	NOUN
cana-6308	242	17	of	of	ADP
cana-6308	242	18	various	various	ADJ
cana-6308	242	19	hrm	hrm	NOUN
cana-6308	242	20	scenarios	scenario	NOUN
cana-6308	242	21	,	,	PUNCT
cana-6308	242	22	while	while	SCONJ
cana-6308	242	23	conducting	conduct	VERB
cana-6308	242	24	cross	cross	ADJ
cana-6308	242	25	-	-	ADJ
cana-6308	242	26	scenario	scenario	ADJ
cana-6308	242	27	research	research	NOUN
cana-6308	242	28	,	,	PUNCT
cana-6308	242	29	will	will	AUX
cana-6308	242	30	help	help	VERB
cana-6308	242	31	extend	extend	VERB
cana-6308	242	32	the	the	DET
cana-6308	242	33	findings	finding	NOUN
cana-6308	242	34	to	to	ADP
cana-6308	242	35	a	a	DET
cana-6308	242	36	broader	broad	ADJ
cana-6308	242	37	range	range	NOUN
cana-6308	242	38	of	of	ADP
cana-6308	242	39	applications	application	NOUN
cana-6308	242	40	.	.	PUNCT
cana-6308	243	1	for	for	ADP
cana-6308	243	2	example	example	NOUN
cana-6308	243	3	,	,	PUNCT
cana-6308	243	4	in	in	ADP
cana-6308	243	5	performance	performance	NOUN
cana-6308	243	6	evaluations	evaluation	NOUN
cana-6308	243	7	,	,	PUNCT
cana-6308	243	8	the	the	DET
cana-6308	243	9	model	model	NOUN
cana-6308	243	10	proposed	propose	VERB
cana-6308	243	11	here	here	ADV
cana-6308	243	12	includes	include	VERB
cana-6308	243	13	both	both	DET
cana-6308	243	14	human	human	ADJ
cana-6308	243	15	and	and	CCONJ
cana-6308	243	16	ai	ai	ADJ
cana-6308	243	17	evaluators	evaluator	NOUN
cana-6308	243	18	.	.	PUNCT
cana-6308	244	1	differences	difference	NOUN
cana-6308	244	2	in	in	ADP
cana-6308	244	3	evaluation	evaluation	NOUN
cana-6308	244	4	outcomes	outcome	NOUN
cana-6308	244	5	,	,	PUNCT
cana-6308	244	6	along	along	ADP
cana-6308	244	7	with	with	ADP
cana-6308	244	8	the	the	DET
cana-6308	244	9	ai	ai	NOUN
cana-6308	244	10	's	's	PART
cana-6308	244	11	expertise	expertise	NOUN
cana-6308	244	12	,	,	PUNCT
cana-6308	244	13	could	could	AUX
cana-6308	244	14	influence	influence	VERB
cana-6308	244	15	the	the	DET
cana-6308	244	16	evaluator	evaluator	NOUN
cana-6308	244	17	's	's	PART
cana-6308	244	18	interaction	interaction	NOUN
cana-6308	244	19	,	,	PUNCT
cana-6308	244	20	affecting	affect	VERB
cana-6308	244	21	employees	employee	NOUN
cana-6308	244	22	’	’	PART
cana-6308	244	23	perception	perception	NOUN
cana-6308	244	24	of	of	ADP
cana-6308	244	25	fairness	fairness	NOUN
cana-6308	244	26	.	.	PUNCT
cana-6308	245	1	6	6	X
cana-6308	245	2	.	.	X
cana-6308	245	3	future	future	ADJ
cana-6308	245	4	work	work	NOUN
cana-6308	245	5	future	future	ADJ
cana-6308	245	6	experiments	experiment	NOUN
cana-6308	245	7	in	in	ADP
cana-6308	245	8	relevant	relevant	ADJ
cana-6308	245	9	scenarios	scenario	NOUN
cana-6308	245	10	could	could	AUX
cana-6308	245	11	help	help	VERB
cana-6308	245	12	verify	verify	VERB
cana-6308	245	13	these	these	DET
cana-6308	245	14	conclusions	conclusion	NOUN
cana-6308	245	15	and	and	CCONJ
cana-6308	245	16	popularize	popularize	VERB
cana-6308	245	17	the	the	DET
cana-6308	245	18	model	model	NOUN
cana-6308	245	19	.	.	PUNCT
cana-6308	246	1	secondly	secondly	ADV
cana-6308	246	2	,	,	PUNCT
cana-6308	246	3	the	the	DET
cana-6308	246	4	study	study	NOUN
cana-6308	246	5	examines	examine	VERB
cana-6308	246	6	the	the	DET
cana-6308	246	7	moderating	moderate	VERB
cana-6308	246	8	effects	effect	NOUN
cana-6308	246	9	of	of	ADP
cana-6308	246	10	outcome	outcome	NOUN
cana-6308	246	11	favorability	favorability	NOUN
cana-6308	246	12	and	and	CCONJ
cana-6308	246	13	ai	ai	PRON
cana-6308	246	14	expertise	expertise	NOUN
cana-6308	246	15	separately	separately	ADV
cana-6308	246	16	but	but	CCONJ
cana-6308	246	17	does	do	AUX
cana-6308	246	18	not	not	PART
cana-6308	246	19	explore	explore	VERB
cana-6308	246	20	their	their	PRON
cana-6308	246	21	combined	combine	VERB
cana-6308	246	22	effect	effect	NOUN
cana-6308	246	23	.	.	PUNCT
cana-6308	247	1	future	future	ADJ
cana-6308	247	2	research	research	NOUN
cana-6308	247	3	could	could	AUX
cana-6308	247	4	enhance	enhance	VERB
cana-6308	247	5	the	the	DET
cana-6308	247	6	study	study	NOUN
cana-6308	247	7	by	by	ADP
cana-6308	247	8	including	include	VERB
cana-6308	247	9	an	an	DET
cana-6308	247	10	experiment	experiment	NOUN
cana-6308	247	11	that	that	PRON
cana-6308	247	12	accounts	account	VERB
cana-6308	247	13	for	for	ADP
cana-6308	247	14	all	all	DET
cana-6308	247	15	variables	variable	NOUN
cana-6308	247	16	in	in	ADP
cana-6308	247	17	the	the	DET
cana-6308	247	18	model	model	NOUN
cana-6308	247	19	.	.	PUNCT
cana-6308	248	1	thirdly	thirdly	ADV
cana-6308	248	2	,	,	PUNCT
cana-6308	248	3	while	while	SCONJ
cana-6308	248	4	this	this	DET
cana-6308	248	5	study	study	NOUN
cana-6308	248	6	does	do	AUX
cana-6308	248	7	not	not	PART
cana-6308	248	8	focus	focus	VERB
cana-6308	248	9	on	on	ADP
cana-6308	248	10	human	human	ADJ
cana-6308	248	11	–	–	PUNCT
cana-6308	248	12	ai	ai	ADJ
cana-6308	248	13	collaboration	collaboration	NOUN
cana-6308	248	14	in	in	ADP
cana-6308	248	15	hrm	hrm	PROPN
cana-6308	248	16	decisions	decision	NOUN
cana-6308	248	17	,	,	PUNCT
cana-6308	248	18	it	it	PRON
cana-6308	248	19	is	be	AUX
cana-6308	248	20	a	a	DET
cana-6308	248	21	promising	promising	ADJ
cana-6308	248	22	direction	direction	NOUN
cana-6308	248	23	for	for	ADP
cana-6308	248	24	communications	communication	NOUN
cana-6308	248	25	on	on	ADP
cana-6308	248	26	applied	apply	VERB
cana-6308	248	27	nonlinear	nonlinear	ADJ
cana-6308	248	28	analysis	analysis	NOUN
cana-6308	248	29	issn	issn	NOUN
cana-6308	248	30	:	:	PUNCT
cana-6308	248	31	1074	1074	NUM
cana-6308	248	32	-	-	PUNCT
cana-6308	248	33	133x	133x	NUM
cana-6308	248	34	vol	vol	NOUN
cana-6308	248	35	32	32	NUM
cana-6308	248	36	no	no	NOUN
cana-6308	248	37	.	.	PUNCT
cana-6308	249	1	1s	1s	NUM
cana-6308	249	2	(	(	PUNCT
cana-6308	249	3	2025	2025	NUM
cana-6308	249	4	)	)	PUNCT
cana-6308	249	5	754	754	NUM
cana-6308	249	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	249	7	future	future	ADJ
cana-6308	249	8	research	research	NOUN
cana-6308	249	9	.	.	PUNCT
cana-6308	250	1	by	by	ADP
cana-6308	250	2	combining	combine	VERB
cana-6308	250	3	human	human	ADJ
cana-6308	250	4	judgment	judgment	NOUN
cana-6308	250	5	with	with	ADP
cana-6308	250	6	ai	ai	PROPN
cana-6308	250	7	’s	’s	PART
cana-6308	250	8	information	information	NOUN
cana-6308	250	9	-	-	PUNCT
cana-6308	250	10	processing	process	VERB
cana-6308	250	11	abilities	ability	NOUN
cana-6308	250	12	,	,	PUNCT
cana-6308	250	13	hr	hr	NOUN
cana-6308	250	14	decisions	decision	NOUN
cana-6308	250	15	could	could	AUX
cana-6308	250	16	be	be	AUX
cana-6308	250	17	more	more	ADV
cana-6308	250	18	comprehensive	comprehensive	ADJ
cana-6308	250	19	,	,	PUNCT
cana-6308	250	20	addressing	address	VERB
cana-6308	250	21	overlooked	overlook	VERB
cana-6308	250	22	details	detail	NOUN
cana-6308	250	23	and	and	CCONJ
cana-6308	250	24	ensuring	ensure	VERB
cana-6308	250	25	.	.	PUNCT
cana-6308	251	1	7	7	X
cana-6308	251	2	.	.	NUM
cana-6308	251	3	references	reference	NOUN
cana-6308	251	4	[	[	X
cana-6308	251	5	1	1	NUM
cana-6308	251	6	]	]	PUNCT
cana-6308	251	7	jainh	jainh	PROPN
cana-6308	251	8	,	,	PUNCT
cana-6308	251	9	m.	m.	VERB
cana-6308	251	10	a	a	DET
cana-6308	251	11	comparison	comparison	NOUN
cana-6308	251	12	of	of	ADP
cana-6308	251	13	nationalized	nationalized	ADJ
cana-6308	251	14	and	and	CCONJ
cana-6308	251	15	private	private	ADJ
cana-6308	251	16	banks	bank	NOUN
cana-6308	251	17	’	’	PART
cana-6308	251	18	strategic	strategic	ADJ
cana-6308	251	19	human	human	ADJ
cana-6308	251	20	resource	resource	NOUN
cana-6308	251	21	management	management	NOUN
cana-6308	251	22	practices	practice	NOUN
cana-6308	251	23	.	.	PUNCT
cana-6308	252	1	j.	j.	PROPN
cana-6308	252	2	contemp	contemp	PROPN
cana-6308	252	3	.	.	PUNCT
cana-6308	253	1	issues	issue	NOUN
cana-6308	253	2	bus	bus	NOUN
cana-6308	253	3	.	.	PUNCT
cana-6308	254	1	gov	gov	PROPN
cana-6308	254	2	.	.	PROPN
cana-6308	254	3	2021	2021	NUM
cana-6308	254	4	,	,	PUNCT
cana-6308	254	5	27	27	NUM
cana-6308	254	6	,	,	PUNCT
cana-6308	254	7	709–713	709–713	NUM
cana-6308	254	8	.	.	PUNCT
cana-6308	255	1	[	[	X
cana-6308	255	2	2	2	NUM
cana-6308	255	3	]	]	PUNCT
cana-6308	255	4	stone	stone	NOUN
cana-6308	255	5	,	,	PUNCT
cana-6308	255	6	d.l	d.l	PROPN
cana-6308	255	7	.	.	PROPN
cana-6308	255	8	;	;	PUNCT
cana-6308	255	9	deadrick	deadrick	PROPN
cana-6308	255	10	,	,	PUNCT
cana-6308	255	11	d.l	d.l	PROPN
cana-6308	255	12	.	.	PROPN
cana-6308	255	13	;	;	PUNCT
cana-6308	255	14	lukaszewski	lukaszewski	PROPN
cana-6308	255	15	,	,	PUNCT
cana-6308	255	16	k.m	k.m	PROPN
cana-6308	255	17	.	.	PROPN
cana-6308	255	18	;	;	PUNCT
cana-6308	255	19	johnson	johnson	PROPN
cana-6308	255	20	,	,	PUNCT
cana-6308	255	21	r.	r.	VERB
cana-6308	255	22	the	the	DET
cana-6308	255	23	influence	influence	NOUN
cana-6308	255	24	of	of	ADP
cana-6308	255	25	technology	technology	NOUN
cana-6308	255	26	on	on	ADP
cana-6308	255	27	the	the	DET
cana-6308	255	28	future	future	NOUN
cana-6308	255	29	of	of	ADP
cana-6308	255	30	human	human	ADJ
cana-6308	255	31	resource	resource	NOUN
cana-6308	255	32	management	management	NOUN
cana-6308	255	33	.	.	PUNCT
cana-6308	256	1	hum	hum	ADJ
cana-6308	256	2	.	.	PUNCT
cana-6308	257	1	resour	resour	NOUN
cana-6308	257	2	.	.	PUNCT
cana-6308	258	1	manag	manag	PROPN
cana-6308	258	2	.	.	PUNCT
cana-6308	259	1	rev	rev	PROPN
cana-6308	259	2	.	.	PROPN
cana-6308	259	3	2015	2015	NUM
cana-6308	259	4	,	,	PUNCT
cana-6308	259	5	25	25	NUM
cana-6308	259	6	,	,	PUNCT
cana-6308	259	7	216	216	NUM
cana-6308	259	8	–	–	SYM
cana-6308	259	9	231	231	NUM
cana-6308	259	10	.	.	PUNCT
cana-6308	260	1	[	[	X
cana-6308	260	2	3	3	NUM
cana-6308	260	3	]	]	X
cana-6308	260	4	marler	marler	NOUN
cana-6308	260	5	,	,	PUNCT
cana-6308	260	6	j.h	j.h	PROPN
cana-6308	260	7	.	.	PROPN
cana-6308	260	8	;	;	PUNCT
cana-6308	260	9	parry	parry	PROPN
cana-6308	260	10	,	,	PUNCT
cana-6308	260	11	e.	e.	PROPN
cana-6308	260	12	human	human	PROPN
cana-6308	260	13	resource	resource	PROPN
cana-6308	260	14	management	management	NOUN
cana-6308	260	15	,	,	PUNCT
cana-6308	260	16	strategic	strategic	ADJ
cana-6308	260	17	involvement	involvement	NOUN
cana-6308	260	18	and	and	CCONJ
cana-6308	260	19	e	e	NOUN
cana-6308	260	20	-	-	PROPN
cana-6308	260	21	hrm	hrm	PROPN
cana-6308	260	22	technology	technology	NOUN
cana-6308	260	23	.	.	PUNCT
cana-6308	261	1	int	int	NOUN
cana-6308	261	2	.	.	PUNCT
cana-6308	262	1	j.	j.	PROPN
cana-6308	262	2	hum	hum	PROPN
cana-6308	262	3	.	.	PUNCT
cana-6308	263	1	resour	resour	NOUN
cana-6308	263	2	.	.	PUNCT
cana-6308	264	1	manag	manag	PROPN
cana-6308	264	2	.	.	PROPN
cana-6308	265	1	2016	2016	NUM
cana-6308	265	2	,	,	PUNCT
cana-6308	265	3	27	27	NUM
cana-6308	265	4	,	,	PUNCT
cana-6308	265	5	2233–2253	2233–2253	NUM
cana-6308	265	6	.	.	PUNCT
cana-6308	266	1	[	[	X
cana-6308	266	2	4	4	NUM
cana-6308	266	3	]	]	X
cana-6308	266	4	garcía	garcía	ADJ
cana-6308	266	5	-	-	PUNCT
cana-6308	266	6	arroyo	arroyo	NOUN
cana-6308	266	7	,	,	PUNCT
cana-6308	266	8	j.	j.	PROPN
cana-6308	266	9	;	;	PUNCT
cana-6308	266	10	osca	osca	PROPN
cana-6308	266	11	segovia	segovia	PROPN
cana-6308	266	12	,	,	PUNCT
cana-6308	266	13	a.	a.	PROPN
cana-6308	266	14	big	big	PROPN
cana-6308	266	15	data	datum	NOUN
cana-6308	266	16	contributions	contribution	NOUN
cana-6308	266	17	to	to	ADP
cana-6308	266	18	human	human	ADJ
cana-6308	266	19	resource	resource	NOUN
cana-6308	266	20	management	management	NOUN
cana-6308	266	21	:	:	PUNCT
cana-6308	266	22	a	a	DET
cana-6308	266	23	systematic	systematic	ADJ
cana-6308	266	24	review	review	NOUN
cana-6308	266	25	.	.	PUNCT
cana-6308	267	1	int	int	NOUN
cana-6308	267	2	.	.	PUNCT
cana-6308	268	1	j.	j.	PROPN
cana-6308	268	2	hum	hum	PROPN
cana-6308	268	3	.	.	PUNCT
cana-6308	269	1	resour	resour	NOUN
cana-6308	269	2	.	.	PUNCT
cana-6308	270	1	manag	manag	PROPN
cana-6308	270	2	.	.	PROPN
cana-6308	270	3	2021	2021	NUM
cana-6308	270	4	,	,	PUNCT
cana-6308	270	5	32	32	NUM
cana-6308	270	6	,	,	PUNCT
cana-6308	270	7	4337–4362	4337–4362	NUM
cana-6308	270	8	.	.	PUNCT
cana-6308	271	1	[	[	X
cana-6308	271	2	5	5	NUM
cana-6308	271	3	]	]	X
cana-6308	271	4	hong	hong	PROPN
cana-6308	271	5	,	,	PUNCT
cana-6308	271	6	z.	z.	PROPN
cana-6308	271	7	research	research	PROPN
cana-6308	271	8	on	on	ADP
cana-6308	271	9	human	human	ADJ
cana-6308	271	10	resource	resource	NOUN
cana-6308	271	11	recommendation	recommendation	NOUN
cana-6308	271	12	algorithm	algorithm	NOUN
cana-6308	271	13	based	base	VERB
cana-6308	271	14	on	on	ADP
cana-6308	271	15	machine	machine	NOUN
cana-6308	271	16	learning	learning	NOUN
cana-6308	271	17	.	.	PUNCT
cana-6308	272	1	sci	sci	PROPN
cana-6308	272	2	.	.	PROPN
cana-6308	272	3	program	program	PROPN
cana-6308	272	4	.	.	PUNCT
cana-6308	273	1	2021	2021	NUM
cana-6308	273	2	,	,	PUNCT
cana-6308	273	3	2021	2021	NUM
cana-6308	273	4	,	,	PUNCT
cana-6308	273	5	8387277	8387277	NUM
cana-6308	273	6	.	.	PUNCT
cana-6308	274	1	[	[	X
cana-6308	274	2	6	6	NUM
cana-6308	274	3	]	]	X
cana-6308	274	4	michael	michael	PROPN
cana-6308	274	5	,	,	PUNCT
cana-6308	274	6	h.	h.	PROPN
cana-6308	274	7	;	;	PUNCT
cana-6308	274	8	kaplan	kaplan	PROPN
cana-6308	274	9	,	,	PUNCT
cana-6308	274	10	a.	a.	NOUN
cana-6308	274	11	a	a	DET
cana-6308	274	12	brief	brief	ADJ
cana-6308	274	13	history	history	NOUN
cana-6308	274	14	of	of	ADP
cana-6308	274	15	artificial	artificial	ADJ
cana-6308	274	16	intelligence	intelligence	NOUN
cana-6308	274	17	:	:	PUNCT
cana-6308	274	18	on	on	ADP
cana-6308	274	19	the	the	DET
cana-6308	274	20	past	past	NOUN
cana-6308	274	21	,	,	PUNCT
cana-6308	274	22	present	present	ADJ
cana-6308	274	23	,	,	PUNCT
cana-6308	274	24	and	and	CCONJ
cana-6308	274	25	future	future	NOUN
cana-6308	274	26	of	of	ADP
cana-6308	274	27	artificial	artificial	ADJ
cana-6308	274	28	intelligence	intelligence	NOUN
cana-6308	274	29	.	.	PUNCT
cana-6308	275	1	calif	calif	PROPN
cana-6308	275	2	.	.	PROPN
cana-6308	276	1	manag	manag	PROPN
cana-6308	276	2	.	.	PUNCT
cana-6308	277	1	rev	rev	PROPN
cana-6308	277	2	.	.	PROPN
cana-6308	277	3	2019	2019	NUM
cana-6308	277	4	,	,	PUNCT
cana-6308	277	5	61	61	NUM
cana-6308	277	6	,	,	PUNCT
cana-6308	277	7	5–14	5–14	PROPN
cana-6308	277	8	.	.	PUNCT
cana-6308	278	1	[	[	X
cana-6308	278	2	7	7	NUM
cana-6308	278	3	]	]	PUNCT
cana-6308	278	4	tambe	tambe	NOUN
cana-6308	278	5	,	,	PUNCT
cana-6308	278	6	p.	p.	NOUN
cana-6308	278	7	;	;	PUNCT
cana-6308	278	8	cappelli	cappelli	PROPN
cana-6308	278	9	,	,	PUNCT
cana-6308	278	10	p.	p.	PROPN
cana-6308	278	11	;	;	PUNCT
cana-6308	278	12	yakubovich	yakubovich	ADJ
cana-6308	278	13	,	,	PUNCT
cana-6308	278	14	v.	v.	ADP
cana-6308	278	15	artificial	artificial	ADJ
cana-6308	278	16	intelligence	intelligence	NOUN
cana-6308	278	17	in	in	ADP
cana-6308	278	18	human	human	ADJ
cana-6308	278	19	resources	resource	NOUN
cana-6308	278	20	management	management	NOUN
cana-6308	278	21	:	:	PUNCT
cana-6308	278	22	challenges	challenge	NOUN
cana-6308	278	23	and	and	CCONJ
cana-6308	278	24	a	a	DET
cana-6308	278	25	path	path	NOUN
cana-6308	278	26	forward	forward	ADV
cana-6308	278	27	.	.	PUNCT
cana-6308	279	1	calif	calif	PROPN
cana-6308	279	2	.	.	PROPN
cana-6308	280	1	manag	manag	PROPN
cana-6308	280	2	.	.	PUNCT
cana-6308	281	1	rev	rev	PROPN
cana-6308	281	2	.	.	PROPN
cana-6308	281	3	2019	2019	NUM
cana-6308	281	4	,	,	PUNCT
cana-6308	281	5	61	61	NUM
cana-6308	281	6	,	,	PUNCT
cana-6308	281	7	15–42	15–42	NUM
cana-6308	281	8	.	.	PUNCT
cana-6308	282	1	[	[	X
cana-6308	282	2	8	8	NUM
cana-6308	282	3	]	]	SYM
cana-6308	282	4	tekkeşin	tekkeşin	PROPN
cana-6308	282	5	,	,	PUNCT
cana-6308	282	6	a.i̇.	a.i̇.	ADJ
cana-6308	282	7	artificial	artificial	ADJ
cana-6308	282	8	intelligence	intelligence	NOUN
cana-6308	282	9	in	in	ADP
cana-6308	282	10	healthcare	healthcare	PROPN
cana-6308	282	11	:	:	PUNCT
cana-6308	283	1	past	past	ADJ
cana-6308	283	2	,	,	PUNCT
cana-6308	283	3	present	present	ADJ
cana-6308	283	4	and	and	CCONJ
cana-6308	283	5	future	future	NOUN
cana-6308	283	6	.	.	PUNCT
cana-6308	284	1	anatol	anatol	PROPN
cana-6308	284	2	.	.	PUNCT
cana-6308	285	1	j.	j.	PROPN
cana-6308	285	2	cardiol	cardiol	PROPN
cana-6308	285	3	.	.	PUNCT
cana-6308	286	1	2019	2019	NUM
cana-6308	286	2	,	,	PUNCT
cana-6308	286	3	22	22	NUM
cana-6308	286	4	,	,	PUNCT
cana-6308	286	5	8–9	8–9	NUM
cana-6308	286	6	.	.	PUNCT
cana-6308	287	1	[	[	X
cana-6308	287	2	9	9	NUM
cana-6308	287	3	]	]	PUNCT
cana-6308	287	4	buiten	buiten	NOUN
cana-6308	287	5	,	,	PUNCT
cana-6308	287	6	m.c	m.c	PROPN
cana-6308	287	7	.	.	PROPN
cana-6308	287	8	towards	towards	ADP
cana-6308	287	9	intelligent	intelligent	ADJ
cana-6308	287	10	regulation	regulation	NOUN
cana-6308	287	11	of	of	ADP
cana-6308	287	12	artificial	artificial	ADJ
cana-6308	287	13	intelligence	intelligence	NOUN
cana-6308	287	14	.	.	PUNCT
cana-6308	288	1	eur	eur	PROPN
cana-6308	288	2	.	.	PUNCT
cana-6308	289	1	j.	j.	PROPN
cana-6308	289	2	risk	risk	PROPN
cana-6308	289	3	regul	regul	NOUN
cana-6308	289	4	.	.	PUNCT
cana-6308	290	1	2019	2019	NUM
cana-6308	290	2	,	,	PUNCT
cana-6308	290	3	10	10	NUM
cana-6308	290	4	,	,	PUNCT
cana-6308	290	5	41–59	41–59	NOUN
cana-6308	290	6	.	.	PUNCT
cana-6308	291	1	[	[	X
cana-6308	291	2	10	10	NUM
cana-6308	291	3	]	]	X
cana-6308	291	4	kuzior	kuzior	ADJ
cana-6308	291	5	,	,	PUNCT
cana-6308	291	6	a.	a.	NOUN
cana-6308	291	7	technological	technological	ADJ
cana-6308	291	8	unemployment	unemployment	NOUN
cana-6308	291	9	in	in	ADP
cana-6308	291	10	the	the	DET
cana-6308	291	11	perspective	perspective	NOUN
cana-6308	291	12	of	of	ADP
cana-6308	291	13	industry	industry	NOUN
cana-6308	291	14	4.0	4.0	NUM
cana-6308	291	15	development	development	NOUN
cana-6308	291	16	.	.	PUNCT
cana-6308	292	1	virtual	virtual	ADJ
cana-6308	292	2	econ	econ	NOUN
cana-6308	292	3	.	.	PUNCT
cana-6308	293	1	2022	2022	NUM
cana-6308	293	2	,	,	PUNCT
cana-6308	293	3	5	5	NUM
cana-6308	293	4	,	,	PUNCT
cana-6308	293	5	7–23	7–23	NOUN
cana-6308	293	6	.	.	PUNCT
cana-6308	294	1	[	[	X
cana-6308	294	2	11	11	NUM
cana-6308	294	3	]	]	X
cana-6308	294	4	kuzior	kuzior	ADJ
cana-6308	294	5	,	,	PUNCT
cana-6308	294	6	a.	a.	NOUN
cana-6308	294	7	;	;	PUNCT
cana-6308	294	8	kwilinski	kwilinski	NOUN
cana-6308	294	9	,	,	PUNCT
cana-6308	294	10	a.	a.	NOUN
cana-6308	294	11	cognitive	cognitive	NOUN
cana-6308	294	12	technologies	technology	NOUN
cana-6308	294	13	and	and	CCONJ
cana-6308	294	14	artificial	artificial	ADJ
cana-6308	294	15	intelligence	intelligence	NOUN
cana-6308	294	16	in	in	ADP
cana-6308	294	17	social	social	ADJ
cana-6308	294	18	perception	perception	NOUN
cana-6308	294	19	.	.	PUNCT
cana-6308	295	1	manag	manag	PROPN
cana-6308	295	2	.	.	PUNCT
cana-6308	296	1	syst	syst	PROPN
cana-6308	296	2	.	.	PUNCT
cana-6308	297	1	prod	prod	PROPN
cana-6308	297	2	.	.	PUNCT
cana-6308	298	1	eng	eng	PROPN
cana-6308	298	2	.	.	PROPN
cana-6308	298	3	2022	2022	NUM
cana-6308	298	4	,	,	PUNCT
cana-6308	298	5	30	30	NUM
cana-6308	298	6	,	,	PUNCT
cana-6308	298	7	109–115	109–115	NUM
cana-6308	298	8	.	.	PUNCT
cana-6308	299	1	[	[	X
cana-6308	299	2	12	12	NUM
cana-6308	299	3	]	]	X
cana-6308	299	4	berhil	berhil	PROPN
cana-6308	299	5	,	,	PUNCT
cana-6308	299	6	s.	s.	PROPN
cana-6308	299	7	;	;	PUNCT
cana-6308	299	8	benlahmar	benlahmar	PROPN
cana-6308	299	9	,	,	PUNCT
cana-6308	299	10	h.	h.	PROPN
cana-6308	299	11	;	;	PUNCT
cana-6308	299	12	labani	labani	PROPN
cana-6308	299	13	,	,	PUNCT
cana-6308	299	14	n.	n.	PROPN
cana-6308	299	15	a	a	DET
cana-6308	299	16	review	review	NOUN
cana-6308	299	17	paper	paper	NOUN
cana-6308	299	18	on	on	ADP
cana-6308	299	19	artificial	artificial	ADJ
cana-6308	299	20	intelligence	intelligence	NOUN
cana-6308	299	21	at	at	ADP
cana-6308	299	22	the	the	DET
cana-6308	299	23	service	service	NOUN
cana-6308	299	24	of	of	ADP
cana-6308	299	25	human	human	ADJ
cana-6308	299	26	resources	resource	NOUN
cana-6308	299	27	management	management	NOUN
cana-6308	299	28	.	.	PUNCT
cana-6308	300	1	indones	indone	NOUN
cana-6308	300	2	.	.	PUNCT
cana-6308	301	1	j.	j.	PROPN
cana-6308	301	2	electr	electr	PROPN
cana-6308	301	3	.	.	PUNCT
cana-6308	302	1	eng	eng	PROPN
cana-6308	302	2	.	.	PUNCT
cana-6308	303	1	comput	comput	PROPN
cana-6308	303	2	.	.	PUNCT
cana-6308	304	1	sci	sci	PROPN
cana-6308	304	2	.	.	PROPN
cana-6308	304	3	2020	2020	NUM
cana-6308	304	4	,	,	PUNCT
cana-6308	304	5	18	18	NUM
cana-6308	304	6	,	,	PUNCT
cana-6308	304	7	32–40	32–40	NUM
cana-6308	304	8	.	.	PUNCT
cana-6308	305	1	[	[	X
cana-6308	305	2	13	13	NUM
cana-6308	305	3	]	]	X
cana-6308	305	4	bhardwaj	bhardwaj	PROPN
cana-6308	305	5	,	,	PUNCT
cana-6308	305	6	g.	g.	PROPN
cana-6308	305	7	;	;	PUNCT
cana-6308	305	8	singh	singh	PROPN
cana-6308	305	9	,	,	PUNCT
cana-6308	305	10	s.v	s.v	PROPN
cana-6308	305	11	.	.	PROPN
cana-6308	305	12	;	;	PUNCT
cana-6308	305	13	kumar	kumar	PROPN
cana-6308	305	14	,	,	PUNCT
cana-6308	305	15	v.	v.	ADP
cana-6308	305	16	an	an	DET
cana-6308	305	17	empirical	empirical	ADJ
cana-6308	305	18	study	study	NOUN
cana-6308	305	19	of	of	ADP
cana-6308	305	20	artificial	artificial	ADJ
cana-6308	305	21	intelligence	intelligence	NOUN
cana-6308	305	22	and	and	CCONJ
cana-6308	305	23	its	its	PRON
cana-6308	305	24	impact	impact	NOUN
cana-6308	305	25	on	on	ADP
cana-6308	305	26	human	human	ADJ
cana-6308	305	27	resource	resource	NOUN
cana-6308	305	28	functions	function	NOUN
cana-6308	305	29	.	.	PUNCT
cana-6308	306	1	in	in	ADP
cana-6308	306	2	proceedings	proceeding	NOUN
cana-6308	306	3	of	of	ADP
cana-6308	306	4	the	the	DET
cana-6308	306	5	2020	2020	NUM
cana-6308	306	6	international	international	ADJ
cana-6308	306	7	conference	conference	NOUN
cana-6308	306	8	on	on	ADP
cana-6308	306	9	computation	computation	NOUN
cana-6308	306	10	,	,	PUNCT
cana-6308	306	11	automation	automation	NOUN
cana-6308	306	12	and	and	CCONJ
cana-6308	306	13	knowledge	knowledge	NOUN
cana-6308	306	14	management	management	NOUN
cana-6308	306	15	(	(	PUNCT
cana-6308	306	16	iccakm	iccakm	NOUN
cana-6308	306	17	)	)	PUNCT
cana-6308	306	18	,	,	PUNCT
cana-6308	306	19	dubai	dubai	PROPN
cana-6308	306	20	,	,	PUNCT
cana-6308	306	21	united	united	PROPN
cana-6308	306	22	arab	arab	PROPN
cana-6308	306	23	emirates	emirates	PROPN
cana-6308	306	24	,	,	PUNCT
cana-6308	306	25	9–10	9–10	PROPN
cana-6308	306	26	january	january	NOUN
cana-6308	306	27	2020	2020	NUM
cana-6308	306	28	;	;	PUNCT
cana-6308	306	29	pp	pp	X
cana-6308	306	30	.	.	PUNCT
cana-6308	307	1	47–51	47–51	NUM
cana-6308	307	2	.	.	PUNCT
cana-6308	308	1	[	[	X
cana-6308	308	2	14	14	NUM
cana-6308	308	3	]	]	SYM
cana-6308	308	4	ore	ore	NOUN
cana-6308	308	5	,	,	PUNCT
cana-6308	308	6	o.	o.	PROPN
cana-6308	308	7	;	;	PUNCT
cana-6308	308	8	sposato	sposato	NOUN
cana-6308	308	9	,	,	PUNCT
cana-6308	308	10	m.	m.	NOUN
cana-6308	308	11	opportunities	opportunity	NOUN
cana-6308	308	12	and	and	CCONJ
cana-6308	308	13	risks	risk	NOUN
cana-6308	308	14	of	of	ADP
cana-6308	308	15	artificial	artificial	ADJ
cana-6308	308	16	intelligence	intelligence	NOUN
cana-6308	308	17	in	in	ADP
cana-6308	308	18	recruitment	recruitment	NOUN
cana-6308	308	19	and	and	CCONJ
cana-6308	308	20	selection	selection	NOUN
cana-6308	308	21	.	.	PUNCT
cana-6308	309	1	int	int	NOUN
cana-6308	309	2	.	.	PUNCT
cana-6308	310	1	j.	j.	PROPN
cana-6308	310	2	organ	organ	PROPN
cana-6308	310	3	.	.	PUNCT
cana-6308	311	1	anal	anal	PROPN
cana-6308	311	2	.	.	PUNCT
cana-6308	311	3	2021	2021	NUM
cana-6308	311	4	,	,	PUNCT
cana-6308	311	5	30	30	NUM
cana-6308	311	6	,	,	PUNCT
cana-6308	311	7	1771–1782	1771–1782	NUM
cana-6308	311	8	.	.	PUNCT
cana-6308	312	1	[	[	X
cana-6308	312	2	15	15	NUM
cana-6308	312	3	]	]	X
cana-6308	312	4	li	li	PROPN
cana-6308	312	5	,	,	PUNCT
cana-6308	312	6	f.	f.	PROPN
cana-6308	312	7	;	;	PUNCT
cana-6308	312	8	ruijs	ruijs	PROPN
cana-6308	312	9	,	,	PUNCT
cana-6308	312	10	n.	n.	NOUN
cana-6308	312	11	;	;	PUNCT
cana-6308	312	12	lu	lu	PROPN
cana-6308	312	13	,	,	PUNCT
cana-6308	312	14	y.	y.	PROPN
cana-6308	312	15	ethics	ethics	PROPN
cana-6308	312	16	&	&	CCONJ
cana-6308	312	17	ai	ai	VERB
cana-6308	312	18	:	:	PUNCT
cana-6308	312	19	a	a	DET
cana-6308	312	20	systematic	systematic	ADJ
cana-6308	312	21	review	review	NOUN
cana-6308	312	22	on	on	ADP
cana-6308	312	23	ethical	ethical	ADJ
cana-6308	312	24	concerns	concern	NOUN
cana-6308	312	25	and	and	CCONJ
cana-6308	312	26	related	related	ADJ
cana-6308	312	27	strategies	strategy	NOUN
cana-6308	312	28	for	for	ADP
cana-6308	312	29	designing	design	VERB
cana-6308	312	30	with	with	ADP
cana-6308	312	31	ai	ai	NOUN
cana-6308	312	32	in	in	ADP
cana-6308	312	33	healthcare	healthcare	PROPN
cana-6308	312	34	.	.	PUNCT
cana-6308	313	1	ai	ai	VERB
cana-6308	313	2	2023	2023	NUM
cana-6308	313	3	,	,	PUNCT
cana-6308	313	4	4	4	NUM
cana-6308	313	5	,	,	PUNCT
cana-6308	313	6	28–53	28–53	NUM
cana-6308	313	7	.	.	PUNCT
cana-6308	314	1	[	[	X
cana-6308	314	2	16	16	NUM
cana-6308	314	3	]	]	X
cana-6308	314	4	jepsen	jepsen	PROPN
cana-6308	314	5	,	,	PUNCT
cana-6308	314	6	d.m	d.m	PROPN
cana-6308	314	7	.	.	PUNCT
cana-6308	314	8	;	;	PUNCT
cana-6308	314	9	grob	grob	PROPN
cana-6308	314	10	,	,	PUNCT
cana-6308	314	11	s.	s.	PROPN
cana-6308	314	12	sustainability	sustainability	PROPN
cana-6308	314	13	in	in	ADP
cana-6308	314	14	recruitment	recruitment	NOUN
cana-6308	314	15	and	and	CCONJ
cana-6308	314	16	selection	selection	NOUN
cana-6308	314	17	:	:	PUNCT
cana-6308	314	18	building	build	VERB
cana-6308	314	19	a	a	DET
cana-6308	314	20	framework	framework	NOUN
cana-6308	314	21	of	of	ADP
cana-6308	314	22	practices	practice	NOUN
cana-6308	314	23	.	.	PUNCT
cana-6308	315	1	j.	j.	PROPN
cana-6308	315	2	educ	educ	PROPN
cana-6308	315	3	.	.	PUNCT
cana-6308	316	1	sustain	sustain	VERB
cana-6308	316	2	.	.	PUNCT
cana-6308	317	1	dev	dev	PROPN
cana-6308	317	2	.	.	PROPN
cana-6308	318	1	2015	2015	NUM
cana-6308	318	2	,	,	PUNCT
cana-6308	318	3	9	9	NUM
cana-6308	318	4	,	,	PUNCT
cana-6308	318	5	160–178	160–178	NUM
cana-6308	318	6	.	.	PUNCT
cana-6308	319	1	communications	communication	NOUN
cana-6308	319	2	on	on	ADP
cana-6308	319	3	applied	apply	VERB
cana-6308	319	4	nonlinear	nonlinear	ADJ
cana-6308	319	5	analysis	analysis	NOUN
cana-6308	319	6	issn	issn	NOUN
cana-6308	319	7	:	:	PUNCT
cana-6308	319	8	1074	1074	NUM
cana-6308	319	9	-	-	PUNCT
cana-6308	319	10	133x	133x	NUM
cana-6308	319	11	vol	vol	NOUN
cana-6308	319	12	32	32	NUM
cana-6308	319	13	no	no	NOUN
cana-6308	319	14	.	.	PUNCT
cana-6308	320	1	1s	1s	NUM
cana-6308	320	2	(	(	PUNCT
cana-6308	320	3	2025	2025	NUM
cana-6308	320	4	)	)	PUNCT
cana-6308	320	5	755	755	NUM
cana-6308	320	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	321	1	[	[	X
cana-6308	321	2	17	17	NUM
cana-6308	321	3	]	]	PUNCT
cana-6308	321	4	bauer	bauer	PROPN
cana-6308	321	5	,	,	PUNCT
cana-6308	321	6	t.n	t.n	PROPN
cana-6308	321	7	.	.	PROPN
cana-6308	321	8	;	;	PUNCT
cana-6308	321	9	erdogan	erdogan	PROPN
cana-6308	321	10	,	,	PUNCT
cana-6308	321	11	b.	b.	PROPN
cana-6308	321	12	;	;	PUNCT
cana-6308	321	13	taylor	taylor	PROPN
cana-6308	321	14	,	,	PUNCT
cana-6308	321	15	s.	s.	PROPN
cana-6308	321	16	creating	create	VERB
cana-6308	321	17	and	and	CCONJ
cana-6308	321	18	maintaining	maintain	VERB
cana-6308	321	19	environmentally	environmentally	ADV
cana-6308	321	20	sustainable	sustainable	ADJ
cana-6308	321	21	organizations	organization	NOUN
cana-6308	321	22	:	:	PUNCT
cana-6308	321	23	recruitment	recruitment	NOUN
cana-6308	321	24	and	and	CCONJ
cana-6308	321	25	onboarding	onboarding	NOUN
cana-6308	321	26	;	;	PUNCT
cana-6308	321	27	jossey	jossey	NOUN
cana-6308	321	28	-	-	PUNCT
cana-6308	321	29	bass	bass	NOUN
cana-6308	321	30	/	/	SYM
cana-6308	321	31	wiley	wiley	NOUN
cana-6308	321	32	:	:	PUNCT
cana-6308	321	33	new	new	PROPN
cana-6308	321	34	york	york	PROPN
cana-6308	321	35	,	,	PUNCT
cana-6308	321	36	ny	ny	PROPN
cana-6308	321	37	,	,	PUNCT
cana-6308	321	38	usa	usa	PROPN
cana-6308	321	39	,	,	PUNCT
cana-6308	321	40	2012	2012	NUM
cana-6308	321	41	.	.	PUNCT
cana-6308	322	1	[	[	X
cana-6308	322	2	18	18	NUM
cana-6308	322	3	]	]	X
cana-6308	322	4	saad	saad	NOUN
cana-6308	322	5	,	,	PUNCT
cana-6308	322	6	m.f.m	m.f.m	NOUN
cana-6308	322	7	.	.	PUNCT
cana-6308	322	8	;	;	PUNCT
cana-6308	322	9	nugro	nugro	VERB
cana-6308	322	10	,	,	PUNCT
cana-6308	322	11	a.w.l	a.w.l	ADJ
cana-6308	322	12	.	.	PROPN
cana-6308	322	13	;	;	PUNCT
cana-6308	322	14	thinakaran	thinakaran	PROPN
cana-6308	322	15	,	,	PUNCT
cana-6308	322	16	r.	r.	PROPN
cana-6308	322	17	;	;	PUNCT
cana-6308	322	18	baijed	baijed	NOUN
cana-6308	322	19	,	,	PUNCT
cana-6308	322	20	m.	m.	VERB
cana-6308	322	21	a	a	DET
cana-6308	322	22	review	review	NOUN
cana-6308	322	23	of	of	ADP
cana-6308	322	24	artificial	artificial	ADJ
cana-6308	322	25	intelligence	intelligence	NOUN
cana-6308	322	26	based	base	VERB
cana-6308	322	27	platformin	platformin	PROPN
cana-6308	322	28	human	human	ADJ
cana-6308	322	29	resource	resource	NOUN
cana-6308	322	30	recruitment	recruitment	NOUN
cana-6308	322	31	process	process	NOUN
cana-6308	322	32	.	.	PUNCT
cana-6308	323	1	in	in	ADP
cana-6308	323	2	proceedings	proceeding	NOUN
cana-6308	323	3	of	of	ADP
cana-6308	323	4	the	the	DET
cana-6308	323	5	6th	6th	ADJ
cana-6308	323	6	ieee	ieee	NOUN
cana-6308	323	7	international	international	ADJ
cana-6308	323	8	conference	conference	NOUN
cana-6308	323	9	on	on	ADP
cana-6308	323	10	recent	recent	ADJ
cana-6308	323	11	advances	advance	NOUN
cana-6308	323	12	and	and	CCONJ
cana-6308	323	13	innovations	innovation	NOUN
cana-6308	323	14	in	in	ADP
cana-6308	323	15	engineering	engineering	NOUN
cana-6308	323	16	(	(	PUNCT
cana-6308	323	17	icraie	icraie	PROPN
cana-6308	323	18	)	)	PUNCT
cana-6308	323	19	,	,	PUNCT
cana-6308	323	20	kedah	kedah	PROPN
cana-6308	323	21	,	,	PUNCT
cana-6308	323	22	malaysia	malaysia	PROPN
cana-6308	323	23	,	,	PUNCT
cana-6308	323	24	1–3	1–3	PROPN
cana-6308	323	25	december	december	PROPN
cana-6308	323	26	2021	2021	NUM
cana-6308	323	27	.	.	PUNCT
cana-6308	324	1	[	[	X
cana-6308	324	2	19	19	NUM
cana-6308	324	3	]	]	X
cana-6308	324	4	furtmuellera	furtmuellera	NOUN
cana-6308	324	5	,	,	PUNCT
cana-6308	324	6	e.	e.	PROPN
cana-6308	324	7	;	;	PUNCT
cana-6308	324	8	wilderom	wilderom	PROPN
cana-6308	324	9	,	,	PUNCT
cana-6308	324	10	c.	c.	PROPN
cana-6308	324	11	;	;	PUNCT
cana-6308	324	12	tate	tate	PROPN
cana-6308	324	13	,	,	PUNCT
cana-6308	324	14	m.	m.	NOUN
cana-6308	324	15	managing	manage	VERB
cana-6308	324	16	recruitment	recruitment	NOUN
cana-6308	324	17	and	and	CCONJ
cana-6308	324	18	selection	selection	NOUN
cana-6308	324	19	in	in	ADP
cana-6308	324	20	the	the	DET
cana-6308	324	21	digital	digital	ADJ
cana-6308	324	22	age	age	NOUN
cana-6308	324	23	:	:	PUNCT
cana-6308	324	24	e	e	X
cana-6308	324	25	-	-	PUNCT
cana-6308	324	26	hrm	hrm	PROPN
cana-6308	324	27	and	and	CCONJ
cana-6308	324	28	resumes	resume	NOUN
cana-6308	324	29	.	.	PUNCT
cana-6308	325	1	hum	hum	PROPN
cana-6308	325	2	.	.	PUNCT
cana-6308	326	1	syst	syst	PROPN
cana-6308	326	2	.	.	PUNCT
cana-6308	327	1	manag	manag	PROPN
cana-6308	327	2	.	.	PROPN
cana-6308	327	3	2021	2021	NUM
cana-6308	327	4	,	,	PUNCT
cana-6308	327	5	30	30	NUM
cana-6308	327	6	,	,	PUNCT
cana-6308	327	7	243–259	243–259	NUM
cana-6308	327	8	.	.	PUNCT
cana-6308	328	1	[	[	X
cana-6308	328	2	20	20	NUM
cana-6308	328	3	]	]	X
cana-6308	328	4	wilfred	wilfred	PROPN
cana-6308	328	5	,	,	PUNCT
cana-6308	328	6	d.	d.	PROPN
cana-6308	328	7	ai	ai	VERB
cana-6308	328	8	in	in	ADP
cana-6308	328	9	recruitment	recruitment	NOUN
cana-6308	328	10	.	.	PUNCT
cana-6308	329	1	nhrd	nhrd	PROPN
cana-6308	329	2	netw	netw	PROPN
cana-6308	329	3	.	.	PUNCT
cana-6308	330	1	j.	j.	PROPN
cana-6308	330	2	2018	2018	PROPN
cana-6308	330	3	,	,	PUNCT
cana-6308	330	4	11	11	NUM
cana-6308	330	5	,	,	PUNCT
cana-6308	330	6	15–18	15–18	NUM
cana-6308	330	7	.	.	PUNCT
cana-6308	331	1	[	[	X
cana-6308	331	2	21	21	NUM
cana-6308	331	3	]	]	PUNCT
cana-6308	331	4	arbab	arbab	PROPN
cana-6308	331	5	,	,	PUNCT
cana-6308	331	6	a.m.	a.m.	ADV
cana-6308	331	7	;	;	PUNCT
cana-6308	331	8	mahdi	mahdi	PROPN
cana-6308	331	9	,	,	PUNCT
cana-6308	331	10	m.o.s	m.o.s	NOUN
cana-6308	331	11	.	.	PUNCT
cana-6308	332	1	human	human	ADJ
cana-6308	332	2	resources	resource	NOUN
cana-6308	332	3	management	management	NOUN
cana-6308	332	4	practices	practice	NOUN
cana-6308	332	5	and	and	CCONJ
cana-6308	332	6	organizational	organizational	ADJ
cana-6308	332	7	excellence	excellence	NOUN
cana-6308	332	8	in	in	ADP
cana-6308	332	9	public	public	ADJ
cana-6308	332	10	orgnizations	orgnization	NOUN
cana-6308	332	11	.	.	PUNCT
cana-6308	333	1	pol	pol	PROPN
cana-6308	333	2	.	.	PUNCT
cana-6308	334	1	j.	j.	PROPN
cana-6308	334	2	manag	manag	PROPN
cana-6308	334	3	.	.	PUNCT
cana-6308	334	4	stud	stud	PROPN
cana-6308	334	5	.	.	PUNCT
cana-6308	335	1	2018	2018	NUM
cana-6308	335	2	,	,	PUNCT
cana-6308	335	3	18	18	NUM
cana-6308	335	4	,	,	PUNCT
cana-6308	335	5	9–21	9–21	PROPN
cana-6308	335	6	.	.	PUNCT
cana-6308	336	1	[	[	X
cana-6308	336	2	22	22	NUM
cana-6308	336	3	]	]	PUNCT
cana-6308	336	4	strohmeier	strohmeier	NOUN
cana-6308	336	5	,	,	PUNCT
cana-6308	336	6	s.	s.	PROPN
cana-6308	336	7	;	;	PUNCT
cana-6308	336	8	piazza	piazza	PROPN
cana-6308	336	9	,	,	PUNCT
cana-6308	336	10	f.	f.	PROPN
cana-6308	336	11	artificial	artificial	ADJ
cana-6308	336	12	intelligence	intelligence	NOUN
cana-6308	336	13	techniques	technique	NOUN
cana-6308	336	14	in	in	ADP
cana-6308	336	15	human	human	ADJ
cana-6308	336	16	resource	resource	NOUN
cana-6308	336	17	management	management	NOUN
cana-6308	336	18	—	—	PUNCT
cana-6308	336	19	a	a	DET
cana-6308	336	20	conceptual	conceptual	ADJ
cana-6308	336	21	exploration	exploration	NOUN
cana-6308	336	22	.	.	PUNCT
cana-6308	337	1	in	in	ADP
cana-6308	337	2	intelligent	intelligent	ADJ
cana-6308	337	3	techniques	technique	NOUN
cana-6308	337	4	in	in	ADP
cana-6308	337	5	engineering	engineering	NOUN
cana-6308	337	6	management	management	NOUN
cana-6308	337	7	;	;	PUNCT
cana-6308	337	8	springer	springer	NOUN
cana-6308	337	9	:	:	PUNCT
cana-6308	337	10	cham	cham	PROPN
cana-6308	337	11	,	,	PUNCT
cana-6308	337	12	switzerland	switzerland	PROPN
cana-6308	337	13	,	,	PUNCT
cana-6308	337	14	2015	2015	NUM
cana-6308	337	15	;	;	PUNCT
cana-6308	337	16	pp	pp	ADP
cana-6308	337	17	.	.	PUNCT
cana-6308	338	1	149–172	149–172	NUM
cana-6308	338	2	.	.	PUNCT
cana-6308	339	1	[	[	X
cana-6308	339	2	23	23	NUM
cana-6308	339	3	]	]	X
cana-6308	339	4	da	da	PROPN
cana-6308	339	5	silva	silva	PROPN
cana-6308	339	6	,	,	PUNCT
cana-6308	339	7	l.b.p	l.b.p	PROPN
cana-6308	339	8	.	.	PROPN
cana-6308	339	9	;	;	PUNCT
cana-6308	339	10	soltovski	soltovski	PROPN
cana-6308	339	11	,	,	PUNCT
cana-6308	339	12	r.	r.	PROPN
cana-6308	339	13	;	;	PUNCT
cana-6308	339	14	pontes	pons	NOUN
cana-6308	339	15	,	,	PUNCT
cana-6308	339	16	j.	j.	PROPN
cana-6308	339	17	;	;	PUNCT
cana-6308	339	18	treinta	treinta	PROPN
cana-6308	339	19	,	,	PUNCT
cana-6308	339	20	f.t	f.t	PROPN
cana-6308	339	21	.	.	PROPN
cana-6308	339	22	;	;	PUNCT
cana-6308	339	23	leitão	leitão	PROPN
cana-6308	339	24	,	,	PUNCT
cana-6308	339	25	p.	p.	NOUN
cana-6308	339	26	;	;	PUNCT
cana-6308	339	27	mosconi	mosconi	PROPN
cana-6308	339	28	,	,	PUNCT
cana-6308	339	29	e.	e.	PROPN
cana-6308	339	30	;	;	PUNCT
cana-6308	339	31	yoshino	yoshino	PROPN
cana-6308	339	32	,	,	PUNCT
cana-6308	339	33	r.t	r.t	PROPN
cana-6308	339	34	.	.	PROPN
cana-6308	339	35	human	human	ADJ
cana-6308	339	36	resources	resource	NOUN
cana-6308	339	37	management	management	NOUN
cana-6308	339	38	4.0	4.0	NUM
cana-6308	339	39	:	:	PUNCT
cana-6308	339	40	literature	literature	NOUN
cana-6308	339	41	review	review	NOUN
cana-6308	339	42	and	and	CCONJ
cana-6308	339	43	trends	trend	NOUN
cana-6308	339	44	.	.	PUNCT
cana-6308	340	1	comput	comput	NOUN
cana-6308	340	2	.	.	PUNCT
cana-6308	341	1	ind	ind	PROPN
cana-6308	341	2	.	.	PUNCT
cana-6308	342	1	eng	eng	PROPN
cana-6308	342	2	.	.	PROPN
cana-6308	342	3	2022	2022	NUM
cana-6308	342	4	,	,	PUNCT
cana-6308	342	5	168	168	NUM
cana-6308	342	6	,	,	PUNCT
cana-6308	342	7	108111	108111	NUM
cana-6308	342	8	.	.	PUNCT
cana-6308	343	1	[	[	X
cana-6308	343	2	24	24	NUM
cana-6308	343	3	]	]	X
cana-6308	343	4	merlin	merlin	PROPN
cana-6308	343	5	,	,	PUNCT
cana-6308	343	6	r.p	r.p	PROPN
cana-6308	343	7	.	.	PROPN
cana-6308	343	8	;	;	PUNCT
cana-6308	343	9	jayam	jayam	PROPN
cana-6308	343	10	,	,	PUNCT
cana-6308	343	11	r.	r.	PROPN
cana-6308	343	12	artificial	artificial	PROPN
cana-6308	343	13	intelligence	intelligence	NOUN
cana-6308	343	14	in	in	ADP
cana-6308	343	15	human	human	ADJ
cana-6308	343	16	resource	resource	NOUN
cana-6308	343	17	management	management	NOUN
cana-6308	343	18	.	.	PUNCT
cana-6308	344	1	int	int	NOUN
cana-6308	344	2	.	.	PUNCT
cana-6308	345	1	j.	j.	PROPN
cana-6308	345	2	pure	pure	PROPN
cana-6308	345	3	appl	appl	PROPN
cana-6308	345	4	.	.	PUNCT
cana-6308	345	5	math	math	NOUN
cana-6308	345	6	.	.	PUNCT
cana-6308	346	1	2018	2018	NUM
cana-6308	346	2	,	,	PUNCT
cana-6308	346	3	119	119	NUM
cana-6308	346	4	,	,	PUNCT
cana-6308	346	5	1891–1896	1891–1896	NUM
cana-6308	346	6	.	.	PUNCT
cana-6308	347	1	[	[	X
cana-6308	347	2	25	25	NUM
cana-6308	347	3	]	]	PUNCT
cana-6308	347	4	alavuo	alavuo	PROPN
cana-6308	347	5	,	,	PUNCT
cana-6308	347	6	n.h	n.h	PROPN
cana-6308	347	7	.	.	PROPN
cana-6308	347	8	modern	modern	ADJ
cana-6308	347	9	recruitment	recruitment	NOUN
cana-6308	347	10	process	process	NOUN
cana-6308	347	11	as	as	ADP
cana-6308	347	12	a	a	DET
cana-6308	347	13	competitive	competitive	ADJ
cana-6308	347	14	advantage	advantage	NOUN
cana-6308	347	15	in	in	ADP
cana-6308	347	16	talent	talent	NOUN
cana-6308	347	17	acquisition	acquisition	NOUN
cana-6308	347	18	:	:	PUNCT
cana-6308	347	19	a	a	DET
cana-6308	347	20	recruiter	recruiter	NOUN
cana-6308	347	21	’s	’s	PART
cana-6308	347	22	playbook	playbook	NOUN
cana-6308	347	23	.	.	PUNCT
cana-6308	348	1	master	master	NOUN
cana-6308	348	2	’s	’s	PART
cana-6308	348	3	thesis	thesis	NOUN
cana-6308	348	4	,	,	PUNCT
cana-6308	348	5	haaga	haaga	NOUN
cana-6308	348	6	-	-	PUNCT
cana-6308	348	7	helia	helia	PROPN
cana-6308	348	8	university	university	PROPN
cana-6308	348	9	of	of	ADP
cana-6308	348	10	applied	apply	VERB
cana-6308	348	11	sciences	sciences	PROPN
cana-6308	348	12	,	,	PUNCT
cana-6308	348	13	helsinki	helsinki	PROPN
cana-6308	348	14	,	,	PUNCT
cana-6308	348	15	finland	finland	PROPN
cana-6308	348	16	,	,	PUNCT
cana-6308	348	17	2020	2020	NUM
cana-6308	348	18	.	.	PUNCT
cana-6308	349	1	[	[	X
cana-6308	349	2	26	26	NUM
cana-6308	349	3	]	]	X
cana-6308	349	4	hoang	hoang	PROPN
cana-6308	349	5	,	,	PUNCT
cana-6308	349	6	l.	l.	PROPN
cana-6308	349	7	from	from	ADP
cana-6308	349	8	customer	customer	NOUN
cana-6308	349	9	journey	journey	NOUN
cana-6308	349	10	to	to	PART
cana-6308	349	11	candidate	candidate	VERB
cana-6308	349	12	journey	journey	NOUN
cana-6308	349	13	:	:	PUNCT
cana-6308	349	14	applying	apply	VERB
cana-6308	349	15	marketing	marketing	NOUN
cana-6308	349	16	principles	principle	NOUN
cana-6308	349	17	to	to	PART
cana-6308	349	18	build	build	VERB
cana-6308	349	19	a	a	DET
cana-6308	349	20	winning	win	VERB
cana-6308	349	21	hiring	hire	VERB
cana-6308	349	22	culture	culture	NOUN
cana-6308	349	23	.	.	PUNCT
cana-6308	350	1	master	master	NOUN
cana-6308	350	2	’s	’s	PART
cana-6308	350	3	thesis	thesis	NOUN
cana-6308	350	4	,	,	PUNCT
cana-6308	350	5	metropolia	metropolia	PROPN
cana-6308	350	6	university	university	PROPN
cana-6308	350	7	of	of	ADP
cana-6308	350	8	applied	apply	VERB
cana-6308	350	9	sciences	sciences	PROPN
cana-6308	350	10	,	,	PUNCT
cana-6308	350	11	helsinki	helsinki	PROPN
cana-6308	350	12	,	,	PUNCT
cana-6308	350	13	finland	finland	PROPN
cana-6308	350	14	,	,	PUNCT
cana-6308	350	15	2018	2018	NUM
cana-6308	350	16	.	.	PUNCT
cana-6308	351	1	[	[	X
cana-6308	351	2	27	27	NUM
cana-6308	351	3	]	]	X
cana-6308	351	4	al	al	PROPN
cana-6308	351	5	-	-	PUNCT
cana-6308	351	6	alawi	alawi	PROPN
cana-6308	351	7	,	,	PUNCT
cana-6308	351	8	a.i	a.i	PROPN
cana-6308	351	9	.	.	PROPN
cana-6308	351	10	;	;	PUNCT
cana-6308	351	11	naureen	naureen	ADJ
cana-6308	351	12	,	,	PUNCT
cana-6308	351	13	m.	m.	NOUN
cana-6308	351	14	;	;	PUNCT
cana-6308	351	15	alalawi	alalawi	PROPN
cana-6308	351	16	,	,	PUNCT
cana-6308	351	17	e.i	e.i	PROPN
cana-6308	351	18	.	.	PROPN
cana-6308	351	19	;	;	PUNCT
cana-6308	351	20	al	al	PROPN
cana-6308	351	21	-	-	PUNCT
cana-6308	351	22	hadad	hadad	PROPN
cana-6308	351	23	,	,	PUNCT
cana-6308	351	24	a.a.n	a.a.n	NOUN
cana-6308	351	25	.	.	PUNCT
cana-6308	352	1	the	the	DET
cana-6308	352	2	role	role	NOUN
cana-6308	352	3	of	of	ADP
cana-6308	352	4	artificial	artificial	ADJ
cana-6308	352	5	intelligence	intelligence	NOUN
cana-6308	352	6	in	in	ADP
cana-6308	352	7	recruitment	recruitment	NOUN
cana-6308	352	8	process	process	NOUN
cana-6308	352	9	decision	decision	NOUN
cana-6308	352	10	-	-	PUNCT
cana-6308	352	11	making	making	NOUN
cana-6308	352	12	.	.	PUNCT
cana-6308	353	1	in	in	ADP
cana-6308	353	2	proceedings	proceeding	NOUN
cana-6308	353	3	of	of	ADP
cana-6308	353	4	the	the	DET
cana-6308	353	5	2021	2021	NUM
cana-6308	353	6	international	international	ADJ
cana-6308	353	7	conference	conference	NOUN
cana-6308	353	8	on	on	ADP
cana-6308	353	9	decision	decision	NOUN
cana-6308	353	10	aid	aid	NOUN
cana-6308	353	11	sciences	science	NOUN
cana-6308	353	12	and	and	CCONJ
cana-6308	353	13	application	application	NOUN
cana-6308	353	14	(	(	PUNCT
cana-6308	353	15	dasa	dasa	PROPN
cana-6308	353	16	)	)	PUNCT
cana-6308	353	17	,	,	PUNCT
cana-6308	353	18	sakheer	sakheer	NOUN
cana-6308	353	19	,	,	PUNCT
cana-6308	353	20	bahrain	bahrain	NOUN
cana-6308	353	21	,	,	PUNCT
cana-6308	353	22	7–8	7–8	PROPN
cana-6308	353	23	december	december	PROPN
cana-6308	353	24	2021	2021	NUM
cana-6308	353	25	;	;	PUNCT
cana-6308	353	26	pp	pp	X
cana-6308	353	27	.	.	PUNCT
cana-6308	354	1	197–203	197–203	NUM
cana-6308	354	2	.	.	PUNCT
cana-6308	355	1	[	[	X
cana-6308	355	2	28	28	NUM
cana-6308	355	3	]	]	X
cana-6308	355	4	utami	utami	NOUN
cana-6308	355	5	,	,	PUNCT
cana-6308	355	6	e.	e.	PROPN
cana-6308	355	7	;	;	PUNCT
cana-6308	355	8	luthfi	luthfi	PROPN
cana-6308	355	9	,	,	PUNCT
cana-6308	355	10	e.t	e.t	PROPN
cana-6308	355	11	.	.	PROPN
cana-6308	355	12	profiling	profiling	NOUN
cana-6308	355	13	analysis	analysis	NOUN
cana-6308	355	14	based	base	VERB
cana-6308	355	15	on	on	ADP
cana-6308	355	16	social	social	ADJ
cana-6308	355	17	media	medium	NOUN
cana-6308	355	18	for	for	ADP
cana-6308	355	19	prospective	prospective	ADJ
cana-6308	355	20	employees	employee	NOUN
cana-6308	355	21	recruitment	recruitment	NOUN
cana-6308	355	22	using	use	VERB
cana-6308	355	23	svm	svm	PROPN
cana-6308	355	24	and	and	CCONJ
cana-6308	355	25	chi	chi	ADJ
cana-6308	355	26	-	-	PUNCT
cana-6308	355	27	square	square	NOUN
cana-6308	355	28	.	.	PUNCT
cana-6308	356	1	j.	j.	PROPN
cana-6308	356	2	phys	phys	PROPN
cana-6308	356	3	.	.	PUNCT
cana-6308	356	4	conf	conf	PROPN
cana-6308	356	5	.	.	PUNCT
cana-6308	357	1	ser	ser	PROPN
cana-6308	357	2	.	.	PROPN
cana-6308	357	3	2018	2018	NUM
cana-6308	357	4	,	,	PUNCT
cana-6308	357	5	1140	1140	NUM
cana-6308	357	6	,	,	PUNCT
cana-6308	357	7	012043	012043	NUM
cana-6308	357	8	.	.	PUNCT
cana-6308	358	1	[	[	X
cana-6308	358	2	29	29	NUM
cana-6308	358	3	]	]	X
cana-6308	358	4	wang	wang	PROPN
cana-6308	358	5	,	,	PUNCT
cana-6308	358	6	q.l	q.l	PROPN
cana-6308	358	7	.	.	PROPN
cana-6308	358	8	;	;	PUNCT
cana-6308	358	9	li	li	PROPN
cana-6308	358	10	,	,	PUNCT
cana-6308	358	11	b.	b.	PROPN
cana-6308	358	12	;	;	PUNCT
cana-6308	358	13	hu	hu	PROPN
cana-6308	358	14	,	,	PUNCT
cana-6308	358	15	j.	j.	PROPN
cana-6308	358	16	feature	feature	NOUN
cana-6308	358	17	selection	selection	NOUN
cana-6308	358	18	for	for	ADP
cana-6308	358	19	human	human	ADJ
cana-6308	358	20	resource	resource	NOUN
cana-6308	358	21	selection	selection	NOUN
cana-6308	358	22	based	base	VERB
cana-6308	358	23	on	on	ADP
cana-6308	358	24	affinity	affinity	NOUN
cana-6308	358	25	propagation	propagation	NOUN
cana-6308	358	26	and	and	CCONJ
cana-6308	358	27	svm	svm	ADJ
cana-6308	358	28	sensitivity	sensitivity	NOUN
cana-6308	358	29	analysis	analysis	NOUN
cana-6308	358	30	.	.	PUNCT
cana-6308	359	1	in	in	ADP
cana-6308	359	2	proceedings	proceeding	NOUN
cana-6308	359	3	of	of	ADP
cana-6308	359	4	the	the	DET
cana-6308	359	5	2009	2009	NUM
cana-6308	359	6	world	world	NOUN
cana-6308	359	7	congress	congress	PROPN
cana-6308	359	8	on	on	ADP
cana-6308	359	9	nature	nature	PROPN
cana-6308	359	10	&	&	CCONJ
cana-6308	359	11	biologically	biologically	ADV
cana-6308	359	12	inspired	inspire	VERB
cana-6308	359	13	computing	computing	NOUN
cana-6308	359	14	(	(	PUNCT
cana-6308	359	15	nabic	nabic	ADJ
cana-6308	359	16	)	)	PUNCT
cana-6308	359	17	,	,	PUNCT
cana-6308	359	18	coimbatore	coimbatore	PROPN
cana-6308	359	19	,	,	PUNCT
cana-6308	359	20	india	india	PROPN
cana-6308	359	21	,	,	PUNCT
cana-6308	359	22	9–11	9–11	PROPN
cana-6308	359	23	december	december	PROPN
cana-6308	359	24	2009	2009	NUM
cana-6308	359	25	.	.	PUNCT
cana-6308	360	1	[	[	X
cana-6308	360	2	30	30	NUM
cana-6308	360	3	]	]	SYM
cana-6308	360	4	li	li	PROPN
cana-6308	360	5	,	,	PUNCT
cana-6308	360	6	y.-m	y.-m	PROPN
cana-6308	360	7	.	.	PUNCT
cana-6308	360	8	;	;	PUNCT
cana-6308	360	9	lai	lai	PROPN
cana-6308	360	10	,	,	PUNCT
cana-6308	360	11	c.-y	c.-y	NOUN
cana-6308	360	12	.	.	PUNCT
cana-6308	360	13	;	;	PUNCT
cana-6308	360	14	kao	kao	PROPN
cana-6308	360	15	,	,	PUNCT
cana-6308	360	16	c.-p	c.-p	PROPN
cana-6308	360	17	.	.	PUNCT
cana-6308	361	1	building	build	VERB
cana-6308	361	2	a	a	DET
cana-6308	361	3	qualitative	qualitative	ADJ
cana-6308	361	4	recruitment	recruitment	NOUN
cana-6308	361	5	system	system	NOUN
cana-6308	361	6	via	via	ADP
cana-6308	361	7	svm	svm	PROPN
cana-6308	361	8	with	with	ADP
cana-6308	361	9	mcdm	mcdm	ADJ
cana-6308	361	10	approach	approach	NOUN
cana-6308	361	11	.	.	PUNCT
cana-6308	362	1	appl	appl	PROPN
cana-6308	362	2	.	.	PUNCT
cana-6308	363	1	intell	intell	PROPN
cana-6308	363	2	.	.	PUNCT
cana-6308	364	1	2011	2011	NUM
cana-6308	364	2	,	,	PUNCT
cana-6308	364	3	35	35	NUM
cana-6308	364	4	,	,	PUNCT
cana-6308	364	5	75–88	75–88	NOUN
cana-6308	364	6	.	.	PUNCT
cana-6308	365	1	[	[	X
cana-6308	365	2	31	31	NUM
cana-6308	365	3	]	]	X
cana-6308	365	4	mnasri	mnasri	PROPN
cana-6308	365	5	,	,	PUNCT
cana-6308	365	6	m.	m.	NOUN
cana-6308	365	7	recent	recent	ADJ
cana-6308	365	8	advances	advance	NOUN
cana-6308	365	9	in	in	ADP
cana-6308	365	10	conversational	conversational	ADJ
cana-6308	365	11	nlp	nlp	NOUN
cana-6308	365	12	:	:	PUNCT
cana-6308	365	13	towards	towards	ADP
cana-6308	365	14	the	the	DET
cana-6308	365	15	standardization	standardization	NOUN
cana-6308	365	16	of	of	ADP
cana-6308	365	17	chatbot	chatbot	NOUN
cana-6308	365	18	building	building	NOUN
cana-6308	365	19	.	.	PUNCT
cana-6308	366	1	arxiv	arxiv	PROPN
cana-6308	366	2	2019	2019	NUM
cana-6308	366	3	,	,	PUNCT
cana-6308	366	4	arxiv:1903.09025	arxiv:1903.09025	ADV
cana-6308	366	5	.	.	PUNCT
cana-6308	367	1	communications	communication	NOUN
cana-6308	367	2	on	on	ADP
cana-6308	367	3	applied	apply	VERB
cana-6308	367	4	nonlinear	nonlinear	ADJ
cana-6308	367	5	analysis	analysis	NOUN
cana-6308	367	6	issn	issn	NOUN
cana-6308	367	7	:	:	PUNCT
cana-6308	367	8	1074	1074	NUM
cana-6308	367	9	-	-	PUNCT
cana-6308	367	10	133x	133x	NUM
cana-6308	367	11	vol	vol	NOUN
cana-6308	367	12	32	32	NUM
cana-6308	367	13	no	no	NOUN
cana-6308	367	14	.	.	PUNCT
cana-6308	368	1	1s	1s	NUM
cana-6308	368	2	(	(	PUNCT
cana-6308	368	3	2025	2025	NUM
cana-6308	368	4	)	)	PUNCT
cana-6308	368	5	756	756	NUM
cana-6308	368	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-6308	369	1	[	[	X
cana-6308	369	2	32	32	NUM
cana-6308	369	3	]	]	PUNCT
cana-6308	369	4	chowdhury	chowdhury	PROPN
cana-6308	369	5	,	,	PUNCT
cana-6308	369	6	g.g	g.g	PROPN
cana-6308	369	7	.	.	PROPN
cana-6308	369	8	natural	natural	ADJ
cana-6308	369	9	language	language	NOUN
cana-6308	369	10	processing	processing	NOUN
cana-6308	369	11	.	.	PUNCT
cana-6308	370	1	in	in	ADP
cana-6308	370	2	fundamentals	fundamental	NOUN
cana-6308	370	3	of	of	ADP
cana-6308	370	4	artificial	artificial	ADJ
cana-6308	370	5	intelligence	intelligence	NOUN
cana-6308	370	6	;	;	PUNCT
cana-6308	370	7	springer	springer	NOUN
cana-6308	370	8	:	:	PUNCT
cana-6308	370	9	new	new	PROPN
cana-6308	370	10	delhi	delhi	PROPN
cana-6308	370	11	,	,	PUNCT
cana-6308	370	12	india	india	PROPN
cana-6308	370	13	,	,	PUNCT
cana-6308	370	14	2020	2020	NUM
cana-6308	370	15	;	;	PUNCT
cana-6308	370	16	pp	pp	X
cana-6308	370	17	.	.	PUNCT
cana-6308	371	1	603–649	603–649	NUM
cana-6308	371	2	.	.	PUNCT
cana-6308	372	1	[	[	X
cana-6308	372	2	33	33	NUM
cana-6308	372	3	]	]	PUNCT
cana-6308	372	4	nadkarni	nadkarni	NOUN
cana-6308	372	5	,	,	PUNCT
cana-6308	372	6	p.m.	p.m.	NOUN
cana-6308	372	7	;	;	PUNCT
cana-6308	372	8	ohno	ohno	PROPN
cana-6308	372	9	-	-	PUNCT
cana-6308	372	10	machado	machado	PROPN
cana-6308	372	11	,	,	PUNCT
cana-6308	372	12	l.	l.	PROPN
cana-6308	372	13	;	;	PUNCT
cana-6308	372	14	chapman	chapman	PROPN
cana-6308	372	15	,	,	PUNCT
cana-6308	372	16	w.w	w.w	PROPN
cana-6308	372	17	.	.	PROPN
cana-6308	372	18	natural	natural	ADJ
cana-6308	372	19	language	language	NOUN
cana-6308	372	20	processing	processing	NOUN
cana-6308	372	21	:	:	PUNCT
cana-6308	372	22	an	an	DET
cana-6308	372	23	introduction	introduction	NOUN
cana-6308	372	24	.	.	PUNCT
cana-6308	373	1	j.	j.	PROPN
cana-6308	373	2	am	am	PROPN
cana-6308	373	3	.	.	PUNCT
cana-6308	374	1	med	med	PROPN
cana-6308	374	2	.	.	PUNCT
cana-6308	375	1	inform	inform	NOUN
cana-6308	375	2	.	.	PUNCT
cana-6308	376	1	assoc	assoc	PROPN
cana-6308	376	2	.	.	PUNCT
cana-6308	377	1	2011	2011	NUM
cana-6308	377	2	,	,	PUNCT
cana-6308	377	3	18	18	NUM
cana-6308	377	4	,	,	PUNCT
cana-6308	377	5	544–551	544–551	NUM
cana-6308	377	6	.	.	PUNCT
cana-6308	378	1	[	[	X
cana-6308	378	2	34	34	NUM
cana-6308	378	3	]	]	SYM
cana-6308	378	4	soutar	soutar	NOUN
cana-6308	378	5	,	,	PUNCT
cana-6308	378	6	k.	k.	PUNCT
cana-6308	378	7	how	how	SCONJ
cana-6308	378	8	chatbots	chatbot	NOUN
cana-6308	378	9	can	can	AUX
cana-6308	378	10	be	be	AUX
cana-6308	378	11	used	use	VERB
cana-6308	378	12	to	to	PART
cana-6308	378	13	re	re	VERB
cana-6308	378	14	-	-	VERB
cana-6308	378	15	engage	engage	VERB
cana-6308	378	16	with	with	ADP
cana-6308	378	17	applicants	applicant	NOUN
cana-6308	378	18	during	during	ADP
cana-6308	378	19	recruitment	recruitment	NOUN
cana-6308	378	20	.	.	PUNCT
cana-6308	379	1	master	master	NOUN
cana-6308	379	2	’s	’s	PART
cana-6308	379	3	thesis	thesis	NOUN
cana-6308	379	4	,	,	PUNCT
cana-6308	379	5	aalto	aalto	PROPN
cana-6308	379	6	university	university	PROPN
cana-6308	379	7	,	,	PUNCT
cana-6308	379	8	espoo	espoo	PROPN
cana-6308	379	9	,	,	PUNCT
cana-6308	379	10	finland	finland	PROPN
cana-6308	379	11	,	,	PUNCT
cana-6308	379	12	2019	2019	NUM
cana-6308	379	13	.	.	PUNCT
cana-6308	380	1	[	[	X
cana-6308	380	2	35	35	NUM
cana-6308	380	3	]	]	X
cana-6308	380	4	majumder	majumder	NOUN
cana-6308	380	5	,	,	PUNCT
cana-6308	380	6	s.	s.	PROPN
cana-6308	380	7	;	;	PUNCT
cana-6308	380	8	mondal	mondal	PROPN
cana-6308	380	9	,	,	PUNCT
cana-6308	380	10	a.	a.	NOUN
cana-6308	380	11	are	be	AUX
cana-6308	380	12	chatbots	chatbot	NOUN
cana-6308	380	13	really	really	ADV
cana-6308	380	14	useful	useful	ADJ
cana-6308	380	15	for	for	ADP
cana-6308	380	16	human	human	ADJ
cana-6308	380	17	resource	resource	NOUN
cana-6308	380	18	management	management	NOUN
cana-6308	380	19	?	?	PUNCT
cana-6308	381	1	int	int	NOUN
cana-6308	381	2	.	.	PUNCT
cana-6308	382	1	j.	j.	PROPN
cana-6308	382	2	speech	speech	PROPN
cana-6308	382	3	technol	technol	NOUN
cana-6308	382	4	.	.	PROPN
cana-6308	382	5	2021	2021	NUM
cana-6308	382	6	,	,	PUNCT
cana-6308	382	7	24	24	NUM
cana-6308	382	8	,	,	PUNCT
cana-6308	382	9	969–977	969–977	NUM
cana-6308	382	10	.	.	PUNCT
cana-6308	383	1	[	[	X
cana-6308	383	2	36	36	NUM
cana-6308	383	3	]	]	SYM
cana-6308	383	4	nawaz	nawaz	NOUN
cana-6308	383	5	,	,	PUNCT
cana-6308	383	6	n.	n.	NOUN
cana-6308	383	7	;	;	PUNCT
cana-6308	383	8	gomes	gome	NOUN
cana-6308	383	9	,	,	PUNCT
cana-6308	383	10	a.m.	a.m.	PROPN
cana-6308	383	11	artificial	artificial	ADJ
cana-6308	383	12	intelligence	intelligence	NOUN
cana-6308	383	13	chatbots	chatbot	NOUN
cana-6308	383	14	are	be	AUX
cana-6308	383	15	new	new	ADJ
cana-6308	383	16	recruiters	recruiter	NOUN
cana-6308	383	17	.	.	PUNCT
cana-6308	384	1	(	(	PUNCT
cana-6308	384	2	ijacsa	ijacsa	VERB
cana-6308	384	3	)	)	PUNCT
cana-6308	384	4	int	int	NOUN
cana-6308	384	5	.	.	PUNCT
cana-6308	385	1	j.	j.	PROPN
cana-6308	385	2	adv	adv	PROPN
cana-6308	385	3	.	.	PUNCT
cana-6308	386	1	comput	comput	PROPN
cana-6308	386	2	.	.	PUNCT
cana-6308	387	1	sci	sci	PROPN
cana-6308	387	2	.	.	PUNCT
cana-6308	387	3	appl	appl	PROPN
cana-6308	387	4	.	.	PROPN
cana-6308	388	1	2019	2019	NUM
cana-6308	388	2	,	,	PUNCT
cana-6308	388	3	10	10	NUM
cana-6308	388	4	.	.	PUNCT
cana-6308	389	1	[	[	X
cana-6308	389	2	37	37	NUM
cana-6308	389	3	]	]	X
cana-6308	389	4	anitha	anitha	PROPN
cana-6308	389	5	,	,	PUNCT
cana-6308	389	6	k.	k.	PROPN
cana-6308	389	7	;	;	PUNCT
cana-6308	389	8	shanthi	shanthi	PROPN
cana-6308	389	9	,	,	PUNCT
cana-6308	389	10	v.	v.	ADP
cana-6308	389	11	a	a	DET
cana-6308	389	12	study	study	NOUN
cana-6308	389	13	on	on	ADP
cana-6308	389	14	intervention	intervention	NOUN
cana-6308	389	15	of	of	ADP
cana-6308	389	16	chatbots	chatbot	NOUN
cana-6308	389	17	in	in	ADP
cana-6308	389	18	recruitment	recruitment	NOUN
cana-6308	389	19	.	.	PUNCT
cana-6308	390	1	in	in	ADP
cana-6308	390	2	innovations	innovation	NOUN
cana-6308	390	3	in	in	ADP
cana-6308	390	4	information	information	NOUN
cana-6308	390	5	and	and	CCONJ
cana-6308	390	6	communication	communication	NOUN
cana-6308	390	7	technologies	technology	NOUN
cana-6308	390	8	(	(	PUNCT
cana-6308	390	9	iict-2020	iict-2020	NOUN
cana-6308	390	10	)	)	PUNCT
cana-6308	390	11	;	;	PUNCT
cana-6308	390	12	springer	springer	NOUN
cana-6308	390	13	:	:	PUNCT
cana-6308	390	14	cham	cham	PROPN
cana-6308	390	15	,	,	PUNCT
cana-6308	390	16	switzerland	switzerland	PROPN
cana-6308	390	17	,	,	PUNCT
cana-6308	390	18	2021	2021	NUM
cana-6308	390	19	;	;	PUNCT
cana-6308	390	20	pp	pp	X
cana-6308	390	21	.	.	PUNCT
cana-6308	391	1	67–74	67–74	NUM
cana-6308	391	2	.	.	PUNCT
cana-6308	392	1	[	[	X
cana-6308	392	2	38	38	NUM
cana-6308	392	3	]	]	X
cana-6308	392	4	koivunen	koivunen	PROPN
cana-6308	392	5	,	,	PUNCT
cana-6308	392	6	s.	s.	PROPN
cana-6308	392	7	;	;	PUNCT
cana-6308	392	8	ala	ala	PROPN
cana-6308	392	9	-	-	PUNCT
cana-6308	392	10	luopa	luopa	PROPN
cana-6308	392	11	,	,	PUNCT
cana-6308	392	12	s.	s.	PROPN
cana-6308	392	13	;	;	PUNCT
cana-6308	392	14	olsson	olsson	PROPN
cana-6308	392	15	,	,	PUNCT
cana-6308	392	16	t.	t.	PROPN
cana-6308	392	17	;	;	PUNCT
cana-6308	392	18	haapakorpi	haapakorpi	PROPN
cana-6308	392	19	,	,	PUNCT
cana-6308	392	20	a.	a.	NOUN
cana-6308	392	21	the	the	DET
cana-6308	392	22	march	march	NOUN
cana-6308	392	23	of	of	ADP
cana-6308	392	24	chatbots	chatbot	NOUN
cana-6308	392	25	into	into	ADP
cana-6308	392	26	recruitment	recruitment	NOUN
cana-6308	392	27	:	:	PUNCT
cana-6308	392	28	recruiters	recruiter	NOUN
cana-6308	392	29	’	’	PART
cana-6308	392	30	experiences	experience	NOUN
cana-6308	392	31	,	,	PUNCT
cana-6308	392	32	expectations	expectation	NOUN
cana-6308	392	33	,	,	PUNCT
cana-6308	392	34	and	and	CCONJ
cana-6308	392	35	design	design	NOUN
cana-6308	392	36	opportunities	opportunity	NOUN
cana-6308	392	37	.	.	PUNCT
cana-6308	393	1	comput	comput	NOUN
cana-6308	393	2	.	.	PUNCT
cana-6308	394	1	support	support	NOUN
cana-6308	394	2	.	.	PUNCT
cana-6308	395	1	coop	coop	NOUN
cana-6308	395	2	.	.	PUNCT
cana-6308	396	1	work	work	NOUN
cana-6308	396	2	.	.	PUNCT
cana-6308	397	1	(	(	PUNCT
cana-6308	397	2	cscw	cscw	NOUN
cana-6308	397	3	)	)	PUNCT
cana-6308	397	4	2022	2022	NUM
cana-6308	397	5	,	,	PUNCT
cana-6308	397	6	31	31	NUM
cana-6308	397	7	,	,	PUNCT
cana-6308	397	8	1–30	1–30	NOUN
cana-6308	397	9	.	.	PUNCT
cana-6308	398	1	[	[	X
cana-6308	398	2	39	39	NUM
cana-6308	398	3	]	]	PUNCT
cana-6308	398	4	shehu	shehu	NOUN
cana-6308	398	5	,	,	PUNCT
cana-6308	398	6	m.a	m.a	PROPN
cana-6308	398	7	.	.	PROPN
cana-6308	398	8	;	;	PUNCT
cana-6308	398	9	saeed	saeed	PROPN
cana-6308	398	10	,	,	PUNCT
cana-6308	398	11	f.	f.	PROPN
cana-6308	398	12	an	an	DET
cana-6308	398	13	adaptive	adaptive	ADJ
cana-6308	398	14	personnel	personnel	NOUN
cana-6308	398	15	selection	selection	NOUN
cana-6308	398	16	model	model	NOUN
cana-6308	398	17	for	for	ADP
cana-6308	398	18	recruitment	recruitment	NOUN
cana-6308	398	19	using	use	VERB
cana-6308	398	20	domaindriven	domaindriven	PROPN
cana-6308	398	21	data	datum	NOUN
cana-6308	398	22	mining	mining	NOUN
cana-6308	398	23	.	.	PUNCT
cana-6308	399	1	j.	j.	PROPN
cana-6308	399	2	theor	theor	PROPN
cana-6308	399	3	.	.	PUNCT
cana-6308	400	1	appl	appl	PROPN
cana-6308	400	2	.	.	PROPN
cana-6308	400	3	inf	inf	PROPN
cana-6308	400	4	.	.	PUNCT
cana-6308	400	5	technol	technol	PROPN
cana-6308	400	6	.	.	PROPN
cana-6308	400	7	2016	2016	NUM
cana-6308	400	8	,	,	PUNCT
cana-6308	400	9	91	91	NUM
cana-6308	400	10	,	,	PUNCT
cana-6308	400	11	117–130	117–130	NUM
cana-6308	400	12	.	.	PUNCT
cana-6308	401	1	[	[	X
cana-6308	401	2	40	40	NUM
cana-6308	401	3	]	]	X
cana-6308	401	4	singh	singh	PROPN
cana-6308	401	5	,	,	PUNCT
cana-6308	401	6	s.	s.	PROPN
cana-6308	401	7	;	;	PUNCT
cana-6308	401	8	kumar	kumar	PROPN
cana-6308	401	9	,	,	PUNCT
cana-6308	401	10	v.	v.	ADP
cana-6308	401	11	performance	performance	NOUN
cana-6308	401	12	analysis	analysis	NOUN
cana-6308	401	13	of	of	ADP
cana-6308	401	14	engineering	engineering	NOUN
cana-6308	401	15	students	student	NOUN
cana-6308	401	16	for	for	ADP
cana-6308	401	17	recruitment	recruitment	NOUN
cana-6308	401	18	using	use	VERB
cana-6308	401	19	classification	classification	NOUN
cana-6308	401	20	data	datum	NOUN
cana-6308	401	21	mining	mining	NOUN
cana-6308	401	22	techniques	technique	NOUN
cana-6308	401	23	.	.	PUNCT
cana-6308	402	1	int	int	NOUN
cana-6308	402	2	.	.	PUNCT
cana-6308	403	1	j.	j.	PROPN
cana-6308	403	2	sci	sci	PROPN
cana-6308	403	3	.	.	PUNCT
cana-6308	404	1	eng	eng	PROPN
cana-6308	404	2	.	.	PUNCT
cana-6308	405	1	comput	comput	PROPN
cana-6308	405	2	.	.	PUNCT
cana-6308	406	1	technol	technol	NOUN
cana-6308	406	2	.	.	PROPN
cana-6308	407	1	2013	2013	NUM
cana-6308	407	2	,	,	PUNCT
cana-6308	407	3	3	3	NUM
cana-6308	407	4	,	,	PUNCT
cana-6308	407	5	31–37	31–37	NOUN
cana-6308	407	6	.	.	PUNCT
cana-6308	408	1	[	[	X
cana-6308	408	2	41	41	NUM
cana-6308	408	3	]	]	X
cana-6308	408	4	hmoud	hmoud	NOUN
cana-6308	408	5	,	,	PUNCT
cana-6308	408	6	b.	b.	PROPN
cana-6308	408	7	;	;	PUNCT
cana-6308	408	8	laszlo	laszlo	PROPN
cana-6308	408	9	,	,	PUNCT
cana-6308	408	10	v.	v.	ADP
cana-6308	408	11	will	will	AUX
cana-6308	408	12	artificial	artificial	ADJ
cana-6308	408	13	intelligence	intelligence	NOUN
cana-6308	408	14	take	take	VERB
cana-6308	408	15	over	over	ADP
cana-6308	408	16	human	human	ADJ
cana-6308	408	17	resources	resource	NOUN
cana-6308	408	18	recruitment	recruitment	NOUN
cana-6308	408	19	and	and	CCONJ
cana-6308	408	20	selection	selection	NOUN
cana-6308	408	21	.	.	PUNCT
cana-6308	409	1	netw	netw	NOUN
cana-6308	409	2	.	.	PUNCT
cana-6308	410	1	intell	intell	PROPN
cana-6308	410	2	.	.	PUNCT
cana-6308	411	1	stud	stud	PROPN
cana-6308	411	2	.	.	PUNCT
cana-6308	412	1	2019	2019	NUM
cana-6308	412	2	,	,	PUNCT
cana-6308	412	3	7	7	NUM
cana-6308	412	4	,	,	PUNCT
cana-6308	412	5	21–30	21–30	NUM
cana-6308	412	6	.	.	PUNCT
cana-6308	413	1	[	[	X
cana-6308	413	2	42	42	NUM
cana-6308	413	3	]	]	X
cana-6308	413	4	pah	pah	PROPN
cana-6308	413	5	,	,	PUNCT
cana-6308	413	6	c.e.a	c.e.a	NOUN
cana-6308	413	7	.	.	PUNCT
cana-6308	413	8	;	;	PUNCT
cana-6308	413	9	utama	utama	PROPN
cana-6308	413	10	,	,	PUNCT
cana-6308	413	11	d.n	d.n	PROPN
cana-6308	413	12	.	.	PROPN
cana-6308	413	13	decision	decision	NOUN
cana-6308	413	14	support	support	NOUN
cana-6308	413	15	model	model	NOUN
cana-6308	413	16	for	for	ADP
cana-6308	413	17	employee	employee	NOUN
cana-6308	413	18	recruitment	recruitment	NOUN
cana-6308	413	19	using	use	VERB
cana-6308	413	20	data	datum	NOUN
cana-6308	413	21	mining	mining	NOUN
cana-6308	413	22	classification	classification	NOUN
cana-6308	413	23	.	.	PUNCT
cana-6308	414	1	int	int	NOUN
cana-6308	414	2	.	.	PUNCT
cana-6308	415	1	j.	j.	PROPN
cana-6308	415	2	emerg	emerg	PROPN
cana-6308	415	3	.	.	PUNCT
cana-6308	416	1	trends	trend	NOUN
cana-6308	417	1	eng	eng	PROPN
cana-6308	417	2	.	.	PUNCT
cana-6308	417	3	res	res	PROPN
cana-6308	417	4	.	.	PUNCT
cana-6308	417	5	2020	2020	NUM
cana-6308	417	6	,	,	PUNCT
cana-6308	417	7	8	8	NUM
cana-6308	417	8	,	,	PUNCT
cana-6308	417	9	1511–1516	1511–1516	NUM
cana-6308	417	10	.	.	PUNCT
cana-6308	418	1	[	[	X
cana-6308	418	2	43	43	NUM
cana-6308	418	3	]	]	X
cana-6308	418	4	joshi	joshi	PROPN
cana-6308	418	5	,	,	PUNCT
cana-6308	418	6	a.p	a.p	PROPN
cana-6308	418	7	.	.	PROPN
cana-6308	418	8	;	;	PUNCT
cana-6308	418	9	panchal	panchal	VERB
cana-6308	418	10	,	,	PUNCT
cana-6308	418	11	r.k	r.k	PROPN
cana-6308	418	12	.	.	PROPN
cana-6308	418	13	data	data	PROPN
cana-6308	418	14	mining	mining	NOUN
cana-6308	418	15	for	for	ADP
cana-6308	418	16	staff	staff	NOUN
cana-6308	418	17	recruitment	recruitment	NOUN
cana-6308	418	18	in	in	ADP
cana-6308	418	19	education	education	NOUN
cana-6308	418	20	system	system	NOUN
cana-6308	418	21	using	use	VERB
cana-6308	418	22	weka	weka	PROPN
cana-6308	418	23	.	.	PUNCT
cana-6308	419	1	int	int	NOUN
cana-6308	419	2	.	.	PUNCT
cana-6308	420	1	j.	j.	PROPN
cana-6308	420	2	res	res	PROPN
cana-6308	420	3	.	.	PUNCT
cana-6308	421	1	comput	comput	PROPN
cana-6308	421	2	.	.	PUNCT
cana-6308	422	1	sci	sci	PROPN
cana-6308	422	2	.	.	PROPN
cana-6308	422	3	manag	manag	PROPN
cana-6308	422	4	.	.	PROPN
cana-6308	422	5	2014	2014	NUM
cana-6308	422	6	,	,	PUNCT
cana-6308	422	7	2	2	NUM
cana-6308	422	8	,	,	PUNCT
cana-6308	422	9	1–4	1–4	NOUN
cana-6308	422	10	.	.	PUNCT
cana-6308	423	1	[	[	X
cana-6308	423	2	44	44	NUM
cana-6308	423	3	]	]	X
cana-6308	423	4	willemink	willemink	X
cana-6308	423	5	,	,	PUNCT
cana-6308	423	6	m.j	m.j	PROPN
cana-6308	423	7	.	.	PROPN
cana-6308	423	8	;	;	PUNCT
cana-6308	423	9	koszek	koszek	PROPN
cana-6308	423	10	,	,	PUNCT
cana-6308	423	11	w.a	w.a	PROPN
cana-6308	423	12	.	.	PROPN
cana-6308	423	13	;	;	PUNCT
cana-6308	423	14	hardell	hardell	PROPN
cana-6308	423	15	,	,	PUNCT
cana-6308	423	16	c.	c.	PROPN
cana-6308	423	17	;	;	PUNCT
cana-6308	423	18	wu	wu	PROPN
cana-6308	423	19	,	,	PUNCT
cana-6308	423	20	j.	j.	PROPN
cana-6308	423	21	;	;	PUNCT
cana-6308	423	22	fleischmann	fleischmann	PROPN
cana-6308	423	23	,	,	PUNCT
cana-6308	423	24	d.	d.	PROPN
cana-6308	423	25	;	;	PUNCT
cana-6308	423	26	harvey	harvey	PROPN
cana-6308	423	27	,	,	PUNCT
cana-6308	423	28	h.	h.	PROPN
cana-6308	423	29	;	;	PUNCT
cana-6308	423	30	folio	folio	PROPN
cana-6308	423	31	,	,	PUNCT
cana-6308	423	32	l.r	l.r	PROPN
cana-6308	423	33	.	.	PROPN
cana-6308	423	34	;	;	PUNCT
cana-6308	423	35	summers	summer	NOUN
cana-6308	423	36	,	,	PUNCT
cana-6308	423	37	r.m	r.m	PROPN
cana-6308	423	38	.	.	PROPN
cana-6308	423	39	;	;	PUNCT
cana-6308	423	40	rubin	rubin	PROPN
cana-6308	423	41	,	,	PUNCT
cana-6308	423	42	d.l	d.l	PROPN
cana-6308	423	43	.	.	PROPN
cana-6308	423	44	;	;	PUNCT
cana-6308	423	45	lungren	lungren	PROPN
cana-6308	423	46	,	,	PUNCT
cana-6308	423	47	m.p	m.p	PROPN
cana-6308	423	48	.	.	NOUN
cana-6308	423	49	preparing	prepare	VERB
cana-6308	423	50	medical	medical	ADJ
cana-6308	423	51	imaging	imaging	NOUN
cana-6308	423	52	data	datum	NOUN
cana-6308	423	53	for	for	ADP
cana-6308	423	54	machine	machine	NOUN
cana-6308	423	55	learning	learning	NOUN
cana-6308	423	56	.	.	PUNCT
cana-6308	424	1	radiology	radiology	NOUN
cana-6308	424	2	2020	2020	NUM
cana-6308	424	3	,	,	PUNCT
cana-6308	424	4	295	295	NUM
cana-6308	424	5	,	,	PUNCT
cana-6308	424	6	4–15	4–15	NOUN
cana-6308	424	7	.	.	PUNCT
cana-6308	425	1	[	[	X
cana-6308	425	2	45	45	NUM
cana-6308	425	3	]	]	PUNCT
cana-6308	425	4	soibelman	soibelman	NOUN
cana-6308	425	5	,	,	PUNCT
cana-6308	425	6	l.	l.	PROPN
cana-6308	425	7	;	;	PUNCT
cana-6308	425	8	kim	kim	PROPN
cana-6308	425	9	,	,	PUNCT
cana-6308	425	10	h.	h.	PROPN
cana-6308	425	11	generating	generate	VERB
cana-6308	425	12	construction	construction	NOUN
cana-6308	425	13	knowledge	knowledge	NOUN
cana-6308	425	14	with	with	ADP
cana-6308	425	15	knowledge	knowledge	NOUN
cana-6308	425	16	discovery	discovery	NOUN
cana-6308	425	17	in	in	ADP
cana-6308	425	18	databases	database	NOUN
cana-6308	425	19	.	.	PUNCT
cana-6308	426	1	in	in	ADP
cana-6308	426	2	proceedings	proceeding	NOUN
cana-6308	426	3	of	of	ADP
cana-6308	426	4	the	the	DET
cana-6308	426	5	eighth	eighth	ADJ
cana-6308	426	6	international	international	ADJ
cana-6308	426	7	conference	conference	NOUN
cana-6308	426	8	on	on	ADP
cana-6308	426	9	computing	compute	VERB
cana-6308	426	10	in	in	ADP
cana-6308	426	11	civil	civil	ADJ
cana-6308	426	12	and	and	CCONJ
cana-6308	426	13	building	building	NOUN
cana-6308	426	14	engineering	engineering	NOUN
cana-6308	426	15	(	(	PUNCT
cana-6308	426	16	icccbe	icccbe	NOUN
cana-6308	426	17	-	-	PUNCT
cana-6308	426	18	viii	viii	NOUN
cana-6308	426	19	)	)	PUNCT
cana-6308	426	20	,	,	PUNCT
cana-6308	426	21	stanford	stanford	PROPN
cana-6308	426	22	,	,	PUNCT
cana-6308	426	23	ca	ca	PROPN
cana-6308	426	24	,	,	PUNCT
cana-6308	426	25	usa	usa	PROPN
cana-6308	426	26	,	,	PUNCT
cana-6308	426	27	14–16	14–16	NUM
cana-6308	426	28	august	august	PROPN
cana-6308	426	29	2000	2000	NUM
cana-6308	426	30	;	;	PUNCT
cana-6308	426	31	pp	pp	X
cana-6308	426	32	.	.	PUNCT
cana-6308	427	1	906	906	NUM
cana-6308	427	2	–	–	PUNCT
cana-6308	427	3	913	913	NUM
cana-6308	427	4	.	.	PUNCT
cana-6308	428	1	[	[	X
cana-6308	428	2	46	46	NUM
cana-6308	428	3	]	]	X
cana-6308	428	4	kumar	kumar	PROPN
cana-6308	428	5	,	,	PUNCT
cana-6308	428	6	v.	v.	PROPN
cana-6308	428	7	;	;	PUNCT
cana-6308	428	8	minz	minz	PROPN
cana-6308	428	9	,	,	PUNCT
cana-6308	428	10	s.	s.	PROPN
cana-6308	428	11	feature	feature	PROPN
cana-6308	428	12	selection	selection	NOUN
cana-6308	428	13	:	:	PUNCT
cana-6308	428	14	a	a	DET
cana-6308	428	15	literature	literature	NOUN
cana-6308	428	16	review	review	NOUN
cana-6308	428	17	.	.	PUNCT
cana-6308	428	18	smartcr	smartcr	PROPN
cana-6308	428	19	2014	2014	NUM
cana-6308	428	20	,	,	PUNCT
cana-6308	428	21	4	4	NUM
cana-6308	428	22	,	,	PUNCT
cana-6308	428	23	211–229	211–229	NUM
cana-6308	428	24	.	.	PUNCT