id	sid	tid	token	lemma	pos
cana-1261	1	1	communications	communication	NOUN
cana-1261	1	2	on	on	ADP
cana-1261	1	3	applied	apply	VERB
cana-1261	1	4	nonlinear	nonlinear	ADJ
cana-1261	1	5	analysis	analysis	NOUN
cana-1261	1	6	issn	issn	NOUN
cana-1261	1	7	:	:	PUNCT
cana-1261	1	8	1074	1074	NUM
cana-1261	1	9	-	-	PUNCT
cana-1261	1	10	133x	133x	NUM
cana-1261	1	11	vol	vol	NOUN
cana-1261	1	12	31	31	NUM
cana-1261	1	13	no	no	NOUN
cana-1261	1	14	.	.	PUNCT
cana-1261	2	1	6s	6s	NUM
cana-1261	2	2	(	(	PUNCT
cana-1261	2	3	2024	2024	NUM
cana-1261	2	4	)	)	PUNCT
cana-1261	2	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	2	6	692	692	NUM
cana-1261	2	7	a	a	DET
cana-1261	2	8	review	review	NOUN
cana-1261	2	9	of	of	ADP
cana-1261	2	10	machine	machine	NOUN
cana-1261	2	11	learning	learn	VERB
cana-1261	2	12	application	application	NOUN
cana-1261	2	13	in	in	ADP
cana-1261	2	14	the	the	DET
cana-1261	2	15	talent	talent	NOUN
cana-1261	2	16	acquisition	acquisition	NOUN
cana-1261	2	17	process	process	NOUN
cana-1261	2	18	1supriya	1supriya	NUM
cana-1261	2	19	p.	p.	NOUN
cana-1261	2	20	inamdar	inamdar	NOUN
cana-1261	2	21	,	,	PUNCT
cana-1261	2	22	2dr	2dr	ADJ
cana-1261	2	23	.	.	PUNCT
cana-1261	3	1	shinu	shinu	PROPN
cana-1261	3	2	abhi	abhi	PROPN
cana-1261	3	3	1research	1research	NUM
cana-1261	3	4	scholar	scholar	NOUN
cana-1261	3	5	,	,	PUNCT
cana-1261	3	6	reva	reva	PROPN
cana-1261	3	7	university	university	PROPN
cana-1261	3	8	,	,	PUNCT
cana-1261	3	9	bangalore	bangalore	PROPN
cana-1261	3	10	,	,	PUNCT
cana-1261	3	11	karnataka	karnataka	PROPN
cana-1261	3	12	,	,	PUNCT
cana-1261	3	13	india	india	PROPN
cana-1261	3	14	,	,	PUNCT
cana-1261	3	15	2reva	2reva	NUM
cana-1261	3	16	academy	academy	NOUN
cana-1261	3	17	for	for	ADP
cana-1261	3	18	corporate	corporate	ADJ
cana-1261	3	19	excellence	excellence	PROPN
cana-1261	3	20	,	,	PUNCT
cana-1261	3	21	reva	reva	PROPN
cana-1261	3	22	university	university	PROPN
cana-1261	3	23	,	,	PUNCT
cana-1261	3	24	bangalore	bangalore	PROPN
cana-1261	3	25	,	,	PUNCT
cana-1261	3	26	karnataka	karnataka	PROPN
cana-1261	3	27	,	,	PUNCT
cana-1261	3	28	india	india	PROPN
cana-1261	3	29	.	.	PUNCT
cana-1261	4	1	article	article	PROPN
cana-1261	4	2	history	history	NOUN
cana-1261	4	3	:	:	PUNCT
cana-1261	4	4	received	receive	VERB
cana-1261	4	5	:	:	PUNCT
cana-1261	4	6	25	25	NUM
cana-1261	4	7	-	-	PUNCT
cana-1261	4	8	05	05	NUM
cana-1261	4	9	-	-	PUNCT
cana-1261	4	10	2024	2024	NUM
cana-1261	4	11	revised	revise	VERB
cana-1261	4	12	:	:	PUNCT
cana-1261	4	13	18	18	NUM
cana-1261	4	14	-	-	SYM
cana-1261	4	15	07	07	NUM
cana-1261	4	16	-	-	PUNCT
cana-1261	4	17	2024	2024	NUM
cana-1261	4	18	accepted	accept	VERB
cana-1261	4	19	:	:	PUNCT
cana-1261	4	20	28	28	NUM
cana-1261	4	21	-	-	SYM
cana-1261	4	22	07	07	NUM
cana-1261	4	23	-	-	PUNCT
cana-1261	4	24	2024	2024	NUM
cana-1261	4	25	abstract	abstract	NOUN
cana-1261	4	26	:	:	PUNCT
cana-1261	4	27	purpose	purpose	NOUN
cana-1261	4	28	this	this	DET
cana-1261	4	29	paper	paper	NOUN
cana-1261	4	30	reviews	review	VERB
cana-1261	4	31	45	45	NUM
cana-1261	4	32	scopus	scopus	NOUN
cana-1261	4	33	-	-	PUNCT
cana-1261	4	34	indexed	index	VERB
cana-1261	4	35	articles	article	NOUN
cana-1261	4	36	,	,	PUNCT
cana-1261	4	37	a	a	DET
cana-1261	4	38	significant	significant	ADJ
cana-1261	4	39	body	body	NOUN
cana-1261	4	40	of	of	ADP
cana-1261	4	41	research	research	NOUN
cana-1261	4	42	,	,	PUNCT
cana-1261	4	43	to	to	PART
cana-1261	4	44	identify	identify	VERB
cana-1261	4	45	the	the	DET
cana-1261	4	46	degree	degree	NOUN
cana-1261	4	47	,	,	PUNCT
cana-1261	4	48	scope	scope	NOUN
cana-1261	4	49	and	and	CCONJ
cana-1261	4	50	purposes	purpose	NOUN
cana-1261	4	51	of	of	ADP
cana-1261	4	52	machine	machine	NOUN
cana-1261	4	53	learning	learning	NOUN
cana-1261	4	54	(	(	PUNCT
cana-1261	4	55	ml	ml	NOUN
cana-1261	4	56	)	)	PUNCT
cana-1261	4	57	adoption	adoption	NOUN
cana-1261	4	58	in	in	ADP
cana-1261	4	59	the	the	DET
cana-1261	4	60	core	core	NOUN
cana-1261	4	61	functions	function	NOUN
cana-1261	4	62	of	of	ADP
cana-1261	4	63	talent	talent	NOUN
cana-1261	4	64	acquisition	acquisition	NOUN
cana-1261	4	65	(	(	PUNCT
cana-1261	4	66	ta	ta	NOUN
cana-1261	4	67	)	)	PUNCT
cana-1261	4	68	.	.	PUNCT
cana-1261	5	1	design	design	NOUN
cana-1261	5	2	/	/	SYM
cana-1261	5	3	methodology	methodology	NOUN
cana-1261	5	4	/	/	SYM
cana-1261	5	5	approach	approach	NOUN
cana-1261	5	6	—	—	PUNCT
cana-1261	5	7	this	this	DET
cana-1261	5	8	review	review	NOUN
cana-1261	5	9	has	have	AUX
cana-1261	5	10	employed	employ	VERB
cana-1261	5	11	a	a	DET
cana-1261	5	12	semi	semi	ADJ
cana-1261	5	13	-	-	ADJ
cana-1261	5	14	systematic	systematic	ADJ
cana-1261	5	15	approach	approach	NOUN
cana-1261	5	16	,	,	PUNCT
cana-1261	5	17	a	a	DET
cana-1261	5	18	unique	unique	ADJ
cana-1261	5	19	,	,	PUNCT
cana-1261	5	20	comprehensive	comprehensive	ADJ
cana-1261	5	21	literature	literature	NOUN
cana-1261	5	22	analysis	analysis	NOUN
cana-1261	5	23	method	method	NOUN
cana-1261	5	24	involving	involve	VERB
cana-1261	5	25	a	a	DET
cana-1261	5	26	structured	structured	ADJ
cana-1261	5	27	search	search	NOUN
cana-1261	5	28	and	and	CCONJ
cana-1261	5	29	review	review	NOUN
cana-1261	5	30	process	process	NOUN
cana-1261	5	31	.	.	PUNCT
cana-1261	6	1	this	this	DET
cana-1261	6	2	approach	approach	NOUN
cana-1261	6	3	,	,	PUNCT
cana-1261	6	4	emerging	emerge	VERB
cana-1261	6	5	from	from	ADP
cana-1261	6	6	multiple	multiple	ADJ
cana-1261	6	7	disciplines	discipline	NOUN
cana-1261	6	8	and	and	CCONJ
cana-1261	6	9	using	use	VERB
cana-1261	6	10	different	different	ADJ
cana-1261	6	11	methods	method	NOUN
cana-1261	6	12	and	and	CCONJ
cana-1261	6	13	theoretical	theoretical	ADJ
cana-1261	6	14	frameworks	framework	NOUN
cana-1261	6	15	,	,	PUNCT
cana-1261	6	16	was	be	AUX
cana-1261	6	17	deemed	deem	VERB
cana-1261	6	18	appropriate	appropriate	ADJ
cana-1261	6	19	due	due	ADP
cana-1261	6	20	to	to	ADP
cana-1261	6	21	ml	ml	ADP
cana-1261	6	22	research	research	NOUN
cana-1261	6	23	's	's	PART
cana-1261	6	24	diverse	diverse	ADJ
cana-1261	6	25	origins	origin	NOUN
cana-1261	6	26	and	and	CCONJ
cana-1261	6	27	methods	method	NOUN
cana-1261	6	28	,	,	PUNCT
cana-1261	6	29	ensuring	ensure	VERB
cana-1261	6	30	a	a	DET
cana-1261	6	31	thorough	thorough	ADJ
cana-1261	6	32	review	review	NOUN
cana-1261	6	33	.	.	PUNCT
cana-1261	7	1	findings	finding	NOUN
cana-1261	7	2	:	:	PUNCT
cana-1261	7	3	the	the	DET
cana-1261	7	4	review	review	NOUN
cana-1261	7	5	suggests	suggest	VERB
cana-1261	7	6	that	that	SCONJ
cana-1261	7	7	talent	talent	NOUN
cana-1261	7	8	acquisition	acquisition	NOUN
cana-1261	7	9	has	have	AUX
cana-1261	7	10	embraced	embrace	VERB
cana-1261	7	11	ml	ml	ADV
cana-1261	7	12	and	and	CCONJ
cana-1261	7	13	is	be	AUX
cana-1261	7	14	attracting	attract	VERB
cana-1261	7	15	attention	attention	NOUN
cana-1261	7	16	from	from	ADP
cana-1261	7	17	technology	technology	NOUN
cana-1261	7	18	-	-	PUNCT
cana-1261	7	19	oriented	orient	VERB
cana-1261	7	20	practitioners	practitioner	NOUN
cana-1261	7	21	.	.	PUNCT
cana-1261	8	1	ml	ml	NOUN
cana-1261	8	2	applications	application	NOUN
cana-1261	8	3	,	,	PUNCT
cana-1261	8	4	particularly	particularly	ADV
cana-1261	8	5	those	those	PRON
cana-1261	8	6	using	use	VERB
cana-1261	8	7	random	random	ADJ
cana-1261	8	8	forest	forest	NOUN
cana-1261	8	9	and	and	CCONJ
cana-1261	8	10	decision	decision	NOUN
cana-1261	8	11	tree	tree	NOUN
cana-1261	8	12	algorithms	algorithm	NOUN
cana-1261	8	13	for	for	ADP
cana-1261	8	14	classification	classification	NOUN
cana-1261	8	15	,	,	PUNCT
cana-1261	8	16	are	be	AUX
cana-1261	8	17	most	most	ADV
cana-1261	8	18	robust	robust	ADJ
cana-1261	8	19	in	in	ADP
cana-1261	8	20	recruitment	recruitment	NOUN
cana-1261	8	21	and	and	CCONJ
cana-1261	8	22	talent	talent	NOUN
cana-1261	8	23	acquisition	acquisition	NOUN
cana-1261	8	24	.	.	PUNCT
cana-1261	9	1	however	however	ADV
cana-1261	9	2	,	,	PUNCT
cana-1261	9	3	the	the	DET
cana-1261	9	4	early	early	ADJ
cana-1261	9	5	stage	stage	NOUN
cana-1261	9	6	of	of	ADP
cana-1261	9	7	ml	ml	NOUN
cana-1261	9	8	applications	application	NOUN
cana-1261	9	9	for	for	ADP
cana-1261	9	10	complex	complex	ADJ
cana-1261	9	11	tasks	task	NOUN
cana-1261	9	12	underscores	underscore	VERB
cana-1261	9	13	the	the	DET
cana-1261	9	14	need	need	NOUN
cana-1261	9	15	for	for	ADP
cana-1261	9	16	collaboration	collaboration	NOUN
cana-1261	9	17	between	between	ADP
cana-1261	9	18	hr	hr	NOUN
cana-1261	9	19	experts	expert	NOUN
cana-1261	9	20	and	and	CCONJ
cana-1261	9	21	ml	ml	ADP
cana-1261	9	22	specialists	specialist	NOUN
cana-1261	9	23	,	,	PUNCT
cana-1261	9	24	highlighting	highlight	VERB
cana-1261	9	25	the	the	DET
cana-1261	9	26	field	field	NOUN
cana-1261	9	27	's	's	PART
cana-1261	9	28	interdisciplinary	interdisciplinary	ADJ
cana-1261	9	29	nature	nature	NOUN
cana-1261	9	30	.	.	PUNCT
cana-1261	10	1	(	(	PUNCT
cana-1261	10	2	fang	fang	X
cana-1261	10	3	et	et	PROPN
cana-1261	10	4	al	al	PROPN
cana-1261	10	5	.	.	PROPN
cana-1261	10	6	,	,	PUNCT
cana-1261	10	7	2016	2016	NUM
cana-1261	10	8	)	)	PUNCT
cana-1261	10	9	.	.	PUNCT
cana-1261	11	1	originality	originality	NOUN
cana-1261	11	2	/	/	SYM
cana-1261	11	3	value	value	NOUN
cana-1261	11	4	:	:	PUNCT
cana-1261	11	5	this	this	DET
cana-1261	11	6	review	review	NOUN
cana-1261	11	7	significantly	significantly	ADV
cana-1261	11	8	enhances	enhance	VERB
cana-1261	11	9	the	the	DET
cana-1261	11	10	understanding	understanding	NOUN
cana-1261	11	11	of	of	ADP
cana-1261	11	12	ml	ml	NOUN
cana-1261	11	13	integration	integration	NOUN
cana-1261	11	14	in	in	ADP
cana-1261	11	15	talent	talent	NOUN
cana-1261	11	16	acquisition	acquisition	NOUN
cana-1261	11	17	in	in	ADP
cana-1261	11	18	the	the	DET
cana-1261	11	19	current	current	ADJ
cana-1261	11	20	digitalisation	digitalisation	NOUN
cana-1261	11	21	era	era	NOUN
cana-1261	11	22	.	.	PUNCT
cana-1261	12	1	more	more	ADV
cana-1261	12	2	importantly	importantly	ADV
cana-1261	12	3	,	,	PUNCT
cana-1261	12	4	it	it	PRON
cana-1261	12	5	highlights	highlight	VERB
cana-1261	12	6	the	the	DET
cana-1261	12	7	potential	potential	NOUN
cana-1261	12	8	of	of	ADP
cana-1261	12	9	ml	ml	NOUN
cana-1261	12	10	applications	application	NOUN
cana-1261	12	11	to	to	PART
cana-1261	12	12	significantly	significantly	ADV
cana-1261	12	13	improve	improve	VERB
cana-1261	12	14	the	the	DET
cana-1261	12	15	efficiency	efficiency	NOUN
cana-1261	12	16	and	and	CCONJ
cana-1261	12	17	effectiveness	effectiveness	NOUN
cana-1261	12	18	of	of	ADP
cana-1261	12	19	talent	talent	NOUN
cana-1261	12	20	acquisition	acquisition	NOUN
cana-1261	12	21	functions	function	NOUN
cana-1261	12	22	,	,	PUNCT
cana-1261	12	23	thereby	thereby	ADV
cana-1261	12	24	enhancing	enhance	VERB
cana-1261	12	25	employee	employee	NOUN
cana-1261	12	26	performance	performance	NOUN
cana-1261	12	27	and	and	CCONJ
cana-1261	12	28	contributing	contribute	VERB
cana-1261	12	29	to	to	ADP
cana-1261	12	30	organisational	organisational	ADJ
cana-1261	12	31	success	success	NOUN
cana-1261	12	32	.	.	PUNCT
cana-1261	13	1	this	this	DET
cana-1261	13	2	potential	potential	NOUN
cana-1261	13	3	should	should	AUX
cana-1261	13	4	inspire	inspire	VERB
cana-1261	13	5	hope	hope	NOUN
cana-1261	13	6	and	and	CCONJ
cana-1261	13	7	excitement	excitement	NOUN
cana-1261	13	8	about	about	ADP
cana-1261	13	9	the	the	DET
cana-1261	13	10	future	future	NOUN
cana-1261	13	11	of	of	ADP
cana-1261	13	12	talent	talent	NOUN
cana-1261	13	13	acquisition	acquisition	NOUN
cana-1261	13	14	.	.	PUNCT
cana-1261	14	1	keywords	keyword	NOUN
cana-1261	14	2	:	:	PUNCT
cana-1261	14	3	talent	talent	NOUN
cana-1261	14	4	acquisition	acquisition	NOUN
cana-1261	14	5	,	,	PUNCT
cana-1261	14	6	machine	machine	NOUN
cana-1261	14	7	learning	learning	NOUN
cana-1261	14	8	,	,	PUNCT
cana-1261	14	9	artificial	artificial	ADJ
cana-1261	14	10	intelligence	intelligence	NOUN
cana-1261	14	11	,	,	PUNCT
cana-1261	14	12	data	data	NOUN
cana-1261	14	13	-	-	PUNCT
cana-1261	14	14	driven	drive	VERB
cana-1261	14	15	decisions	decision	NOUN
cana-1261	14	16	(	(	PUNCT
cana-1261	14	17	decisions	decision	NOUN
cana-1261	14	18	based	base	VERB
cana-1261	14	19	on	on	ADP
cana-1261	14	20	data	datum	NOUN
cana-1261	14	21	analysis	analysis	NOUN
cana-1261	14	22	and	and	CCONJ
cana-1261	14	23	interpretation	interpretation	NOUN
cana-1261	14	24	)	)	PUNCT
cana-1261	14	25	,	,	PUNCT
cana-1261	14	26	talent	talent	NOUN
cana-1261	14	27	acquisition	acquisition	NOUN
cana-1261	14	28	functions	function	NOUN
cana-1261	14	29	.	.	PUNCT
cana-1261	15	1	1	1	X
cana-1261	15	2	.	.	X
cana-1261	15	3	introduction	introduction	NOUN
cana-1261	15	4	we	we	PRON
cana-1261	15	5	are	be	AUX
cana-1261	15	6	witnessing	witness	VERB
cana-1261	15	7	integrated	integrate	VERB
cana-1261	15	8	machine	machine	NOUN
cana-1261	15	9	learning	learning	NOUN
cana-1261	15	10	(	(	PUNCT
cana-1261	15	11	ml	ml	NOUN
cana-1261	15	12	)	)	PUNCT
cana-1261	15	13	and	and	CCONJ
cana-1261	15	14	artificial	artificial	ADJ
cana-1261	15	15	intelligence	intelligence	NOUN
cana-1261	15	16	(	(	PUNCT
cana-1261	15	17	ai	ai	NOUN
cana-1261	15	18	)	)	PUNCT
cana-1261	15	19	in	in	ADP
cana-1261	15	20	talent	talent	NOUN
cana-1261	15	21	acquisition	acquisition	NOUN
cana-1261	15	22	,	,	PUNCT
cana-1261	15	23	a	a	DET
cana-1261	15	24	trend	trend	NOUN
cana-1261	15	25	and	and	CCONJ
cana-1261	15	26	a	a	DET
cana-1261	15	27	transformation	transformation	NOUN
cana-1261	15	28	.	.	PUNCT
cana-1261	16	1	these	these	DET
cana-1261	16	2	technologies	technology	NOUN
cana-1261	16	3	are	be	AUX
cana-1261	16	4	revolutionising	revolutionise	VERB
cana-1261	16	5	traditional	traditional	ADJ
cana-1261	16	6	recruiting	recruiting	NOUN
cana-1261	16	7	methods	method	NOUN
cana-1261	16	8	,	,	PUNCT
cana-1261	16	9	replacing	replace	VERB
cana-1261	16	10	manual	manual	ADJ
cana-1261	16	11	processes	process	NOUN
cana-1261	16	12	with	with	ADP
cana-1261	16	13	data	datum	NOUN
cana-1261	16	14	-	-	PUNCT
cana-1261	16	15	driven	drive	VERB
cana-1261	16	16	and	and	CCONJ
cana-1261	16	17	automated	automated	ADJ
cana-1261	16	18	approaches	approach	NOUN
cana-1261	16	19	(	(	PUNCT
cana-1261	16	20	hemalatha	hemalatha	NOUN
cana-1261	16	21	et	et	PROPN
cana-1261	16	22	al	al	PROPN
cana-1261	16	23	.	.	PROPN
cana-1261	16	24	,	,	PUNCT
cana-1261	16	25	2021	2021	NUM
cana-1261	16	26	;	;	PUNCT
cana-1261	16	27	pessach	pessach	NOUN
cana-1261	16	28	et	et	PROPN
cana-1261	16	29	al	al	PROPN
cana-1261	16	30	.	.	PROPN
cana-1261	16	31	,	,	PUNCT
cana-1261	16	32	2020	2020	NUM
cana-1261	16	33	;	;	PUNCT
cana-1261	16	34	punnoose	punnoose	VERB
cana-1261	16	35	et	et	PROPN
cana-1261	16	36	al	al	PROPN
cana-1261	16	37	.	.	PROPN
cana-1261	16	38	,	,	PUNCT
cana-1261	16	39	2016	2016	NUM
cana-1261	16	40	)	)	PUNCT
cana-1261	16	41	.	.	PUNCT
cana-1261	17	1	they	they	PRON
cana-1261	17	2	are	be	AUX
cana-1261	17	3	streamlining	streamline	VERB
cana-1261	17	4	recruitment	recruitment	NOUN
cana-1261	17	5	processes	process	NOUN
cana-1261	17	6	,	,	PUNCT
cana-1261	17	7	enhancing	enhance	VERB
cana-1261	17	8	candidate	candidate	NOUN
cana-1261	17	9	selection	selection	NOUN
cana-1261	17	10	,	,	PUNCT
cana-1261	17	11	and	and	CCONJ
cana-1261	17	12	heralding	herald	VERB
cana-1261	17	13	a	a	DET
cana-1261	17	14	new	new	ADJ
cana-1261	17	15	era	era	NOUN
cana-1261	17	16	of	of	ADP
cana-1261	17	17	possibilities	possibility	NOUN
cana-1261	17	18	in	in	ADP
cana-1261	17	19	talent	talent	NOUN
cana-1261	17	20	acquisition	acquisition	NOUN
cana-1261	17	21	.	.	PUNCT
cana-1261	18	1	ml	ml	NOUN
cana-1261	18	2	,	,	PUNCT
cana-1261	18	3	a	a	DET
cana-1261	18	4	subset	subset	NOUN
cana-1261	18	5	of	of	ADP
cana-1261	18	6	ai	ai	PROPN
cana-1261	18	7	,	,	PUNCT
cana-1261	18	8	enables	enable	VERB
cana-1261	18	9	computers	computer	NOUN
cana-1261	18	10	to	to	PART
cana-1261	18	11	perform	perform	VERB
cana-1261	18	12	tasks	task	NOUN
cana-1261	18	13	autonomously	autonomously	ADV
cana-1261	18	14	by	by	ADP
cana-1261	18	15	identifying	identify	VERB
cana-1261	18	16	patterns	pattern	NOUN
cana-1261	18	17	and	and	CCONJ
cana-1261	18	18	making	make	VERB
cana-1261	18	19	inferences	inference	NOUN
cana-1261	18	20	without	without	ADP
cana-1261	18	21	explicit	explicit	ADJ
cana-1261	18	22	instructions	instruction	NOUN
cana-1261	18	23	.	.	PUNCT
cana-1261	19	1	its	its	PRON
cana-1261	19	2	adoption	adoption	NOUN
cana-1261	19	3	in	in	ADP
cana-1261	19	4	talent	talent	NOUN
cana-1261	19	5	acquisition	acquisition	NOUN
cana-1261	19	6	is	be	AUX
cana-1261	19	7	growing	grow	VERB
cana-1261	19	8	,	,	PUNCT
cana-1261	19	9	with	with	SCONJ
cana-1261	19	10	communications	communication	NOUN
cana-1261	19	11	on	on	ADP
cana-1261	19	12	applied	apply	VERB
cana-1261	19	13	nonlinear	nonlinear	ADJ
cana-1261	19	14	analysis	analysis	NOUN
cana-1261	19	15	issn	issn	NOUN
cana-1261	19	16	:	:	PUNCT
cana-1261	19	17	1074	1074	NUM
cana-1261	19	18	-	-	PUNCT
cana-1261	19	19	133x	133x	NUM
cana-1261	19	20	vol	vol	NOUN
cana-1261	19	21	31	31	NUM
cana-1261	19	22	no	no	NOUN
cana-1261	19	23	.	.	PUNCT
cana-1261	20	1	6s	6s	NUM
cana-1261	20	2	(	(	PUNCT
cana-1261	20	3	2024	2024	NUM
cana-1261	20	4	)	)	PUNCT
cana-1261	20	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	20	6	693	693	NUM
cana-1261	20	7	over	over	ADP
cana-1261	20	8	70	70	NUM
cana-1261	20	9	%	%	NOUN
cana-1261	20	10	of	of	ADP
cana-1261	20	11	staffing	staffing	NOUN
cana-1261	20	12	firms	firm	NOUN
cana-1261	20	13	investing	invest	VERB
cana-1261	20	14	heavily	heavily	ADV
cana-1261	20	15	in	in	ADP
cana-1261	20	16	ai	ai	PROPN
cana-1261	20	17	recruitment	recruitment	NOUN
cana-1261	20	18	technologies	technology	NOUN
cana-1261	20	19	to	to	PART
cana-1261	20	20	improve	improve	VERB
cana-1261	20	21	candidate	candidate	NOUN
cana-1261	20	22	matching	match	VERB
cana-1261	20	23	through	through	ADP
cana-1261	20	24	advanced	advanced	ADJ
cana-1261	20	25	predictive	predictive	ADJ
cana-1261	20	26	analytics	analytic	NOUN
cana-1261	20	27	(	(	PUNCT
cana-1261	20	28	spectraforce	spectraforce	NOUN
cana-1261	20	29	,	,	PUNCT
cana-1261	20	30	2023	2023	NUM
cana-1261	20	31	)	)	PUNCT
cana-1261	20	32	.	.	PUNCT
cana-1261	21	1	for	for	ADP
cana-1261	21	2	instance	instance	NOUN
cana-1261	21	3	,	,	PUNCT
cana-1261	21	4	ibm	ibm	PROPN
cana-1261	21	5	's	's	PART
cana-1261	21	6	use	use	NOUN
cana-1261	21	7	of	of	ADP
cana-1261	21	8	watson	watson	PROPN
cana-1261	21	9	ai	ai	PROPN
cana-1261	21	10	has	have	AUX
cana-1261	21	11	reduced	reduce	VERB
cana-1261	21	12	time	time	NOUN
cana-1261	21	13	-	-	PUNCT
cana-1261	21	14	to	to	PART
cana-1261	21	15	-	-	PUNCT
cana-1261	21	16	hire	hire	NOUN
cana-1261	21	17	by	by	ADP
cana-1261	21	18	23	23	NUM
cana-1261	21	19	%	%	NOUN
cana-1261	21	20	and	and	CCONJ
cana-1261	21	21	boosted	boost	VERB
cana-1261	21	22	candidate	candidate	NOUN
cana-1261	21	23	conversion	conversion	NOUN
cana-1261	21	24	rates	rate	NOUN
cana-1261	21	25	by	by	ADP
cana-1261	21	26	300	300	NUM
cana-1261	21	27	%	%	NOUN
cana-1261	21	28	(	(	PUNCT
cana-1261	21	29	lindner	lindner	NOUN
cana-1261	21	30	,	,	PUNCT
cana-1261	21	31	2024	2024	NUM
cana-1261	21	32	)	)	PUNCT
cana-1261	21	33	.	.	PUNCT
cana-1261	22	1	ai	ai	PROPN
cana-1261	22	2	technologies	technology	NOUN
cana-1261	22	3	can	can	AUX
cana-1261	22	4	save	save	VERB
cana-1261	22	5	recruiters	recruiter	NOUN
cana-1261	22	6	up	up	ADP
cana-1261	22	7	to	to	PART
cana-1261	22	8	15	15	NUM
cana-1261	22	9	hours	hour	NOUN
cana-1261	22	10	per	per	ADP
cana-1261	22	11	week	week	NOUN
cana-1261	22	12	,	,	PUNCT
cana-1261	22	13	enhancing	enhance	VERB
cana-1261	22	14	productivity	productivity	NOUN
cana-1261	22	15	and	and	CCONJ
cana-1261	22	16	enabling	enable	VERB
cana-1261	22	17	more	more	ADV
cana-1261	22	18	significant	significant	ADJ
cana-1261	22	19	focus	focus	NOUN
cana-1261	22	20	on	on	ADP
cana-1261	22	21	strategic	strategic	ADJ
cana-1261	22	22	tasks	task	NOUN
cana-1261	22	23	.	.	PUNCT
cana-1261	23	1	ml	ml	PROPN
cana-1261	23	2	algorithms	algorithm	NOUN
cana-1261	23	3	have	have	VERB
cana-1261	23	4	the	the	DET
cana-1261	23	5	potential	potential	NOUN
cana-1261	23	6	to	to	PART
cana-1261	23	7	mitigate	mitigate	VERB
cana-1261	23	8	human	human	ADJ
cana-1261	23	9	biases	bias	NOUN
cana-1261	23	10	in	in	ADP
cana-1261	23	11	hiring	hire	VERB
cana-1261	23	12	decisions	decision	NOUN
cana-1261	23	13	significantly	significantly	ADV
cana-1261	23	14	.	.	PUNCT
cana-1261	24	1	by	by	ADP
cana-1261	24	2	focusing	focus	VERB
cana-1261	24	3	exclusively	exclusively	ADV
cana-1261	24	4	on	on	ADP
cana-1261	24	5	data	data	NOUN
cana-1261	24	6	-	-	PUNCT
cana-1261	24	7	driven	drive	VERB
cana-1261	24	8	insights	insight	NOUN
cana-1261	24	9	,	,	PUNCT
cana-1261	24	10	they	they	PRON
cana-1261	24	11	can	can	AUX
cana-1261	24	12	promote	promote	VERB
cana-1261	24	13	diversity	diversity	NOUN
cana-1261	24	14	and	and	CCONJ
cana-1261	24	15	inclusivity	inclusivity	NOUN
cana-1261	24	16	in	in	ADP
cana-1261	24	17	the	the	DET
cana-1261	24	18	workforce	workforce	NOUN
cana-1261	24	19	(	(	PUNCT
cana-1261	24	20	smelyakov	smelyakov	VERB
cana-1261	24	21	et	et	PROPN
cana-1261	24	22	al	al	PROPN
cana-1261	24	23	.	.	PROPN
cana-1261	24	24	,	,	PUNCT
cana-1261	24	25	2023a	2023a	NUM
cana-1261	24	26	)	)	PUNCT
cana-1261	24	27	.	.	PUNCT
cana-1261	25	1	hr	hr	NOUN
cana-1261	25	2	managers	manager	NOUN
cana-1261	25	3	are	be	AUX
cana-1261	25	4	pivotal	pivotal	ADJ
cana-1261	25	5	in	in	ADP
cana-1261	25	6	leveraging	leverage	VERB
cana-1261	25	7	these	these	DET
cana-1261	25	8	technologies	technology	NOUN
cana-1261	25	9	,	,	PUNCT
cana-1261	25	10	enhancing	enhance	VERB
cana-1261	25	11	their	their	PRON
cana-1261	25	12	data	datum	NOUN
cana-1261	25	13	analysis	analysis	NOUN
cana-1261	25	14	skills	skill	NOUN
cana-1261	25	15	and	and	CCONJ
cana-1261	25	16	adopting	adopt	VERB
cana-1261	25	17	evidence	evidence	NOUN
cana-1261	25	18	-	-	PUNCT
cana-1261	25	19	based	base	VERB
cana-1261	25	20	decision	decision	NOUN
cana-1261	25	21	-	-	PUNCT
cana-1261	25	22	making	make	VERB
cana-1261	25	23	approaches	approach	NOUN
cana-1261	25	24	to	to	PART
cana-1261	25	25	predict	predict	VERB
cana-1261	25	26	candidate	candidate	NOUN
cana-1261	25	27	success	success	NOUN
cana-1261	25	28	within	within	ADP
cana-1261	25	29	their	their	PRON
cana-1261	25	30	organizations	organization	NOUN
cana-1261	25	31	(	(	PUNCT
cana-1261	25	32	karacay	karacay	NOUN
cana-1261	25	33	,	,	PUNCT
cana-1261	25	34	2018b	2018b	NUM
cana-1261	25	35	)	)	PUNCT
cana-1261	25	36	.	.	PUNCT
cana-1261	26	1	moreover	moreover	ADV
cana-1261	26	2	,	,	PUNCT
cana-1261	26	3	ml	ml	AUX
cana-1261	26	4	models	model	NOUN
cana-1261	26	5	facilitate	facilitate	VERB
cana-1261	26	6	predictive	predictive	ADJ
cana-1261	26	7	analytics	analytic	NOUN
cana-1261	26	8	that	that	PRON
cana-1261	26	9	helps	help	VERB
cana-1261	26	10	organisations	organisation	NOUN
cana-1261	26	11	forecast	forecast	VERB
cana-1261	26	12	future	future	ADJ
cana-1261	26	13	hiring	hire	VERB
cana-1261	26	14	needs	need	NOUN
cana-1261	26	15	based	base	VERB
cana-1261	26	16	on	on	ADP
cana-1261	26	17	business	business	NOUN
cana-1261	26	18	growth	growth	NOUN
cana-1261	26	19	,	,	PUNCT
cana-1261	26	20	market	market	NOUN
cana-1261	26	21	trends	trend	NOUN
cana-1261	26	22	,	,	PUNCT
cana-1261	26	23	and	and	CCONJ
cana-1261	26	24	internal	internal	ADJ
cana-1261	26	25	talent	talent	NOUN
cana-1261	26	26	movements	movement	NOUN
cana-1261	26	27	,	,	PUNCT
cana-1261	26	28	thereby	thereby	ADV
cana-1261	26	29	improving	improve	VERB
cana-1261	26	30	workforce	workforce	NOUN
cana-1261	26	31	planning	planning	NOUN
cana-1261	26	32	and	and	CCONJ
cana-1261	26	33	maintaining	maintain	VERB
cana-1261	26	34	robust	robust	ADJ
cana-1261	26	35	talent	talent	NOUN
cana-1261	26	36	pipelines	pipeline	NOUN
cana-1261	26	37	(	(	PUNCT
cana-1261	26	38	smelyakov	smelyakov	VERB
cana-1261	26	39	et	et	PROPN
cana-1261	26	40	al	al	PROPN
cana-1261	26	41	.	.	PROPN
cana-1261	26	42	,	,	PUNCT
cana-1261	26	43	2023a	2023a	NUM
cana-1261	26	44	)	)	PUNCT
cana-1261	26	45	.	.	PUNCT
cana-1261	27	1	the	the	DET
cana-1261	27	2	evolution	evolution	NOUN
cana-1261	27	3	from	from	ADP
cana-1261	27	4	human	human	ADJ
cana-1261	27	5	resource	resource	NOUN
cana-1261	27	6	information	information	NOUN
cana-1261	27	7	systems	system	NOUN
cana-1261	27	8	to	to	ADP
cana-1261	27	9	hr	hr	NOUN
cana-1261	27	10	analytics	analytic	NOUN
cana-1261	27	11	has	have	AUX
cana-1261	27	12	significantly	significantly	ADV
cana-1261	27	13	benefited	benefit	VERB
cana-1261	27	14	research	research	NOUN
cana-1261	27	15	and	and	CCONJ
cana-1261	27	16	practice	practice	NOUN
cana-1261	27	17	,	,	PUNCT
cana-1261	27	18	particularly	particularly	ADV
cana-1261	27	19	with	with	ADP
cana-1261	27	20	the	the	DET
cana-1261	27	21	increasing	increase	VERB
cana-1261	27	22	adoption	adoption	NOUN
cana-1261	27	23	of	of	ADP
cana-1261	27	24	ml	ml	NOUN
cana-1261	27	25	in	in	ADP
cana-1261	27	26	talent	talent	NOUN
cana-1261	27	27	acquisition	acquisition	NOUN
cana-1261	27	28	.	.	PUNCT
cana-1261	28	1	however	however	ADV
cana-1261	28	2	,	,	PUNCT
cana-1261	28	3	further	further	ADJ
cana-1261	28	4	research	research	NOUN
cana-1261	28	5	is	be	AUX
cana-1261	28	6	necessary	necessary	ADJ
cana-1261	28	7	to	to	PART
cana-1261	28	8	fully	fully	ADV
cana-1261	28	9	capture	capture	VERB
cana-1261	28	10	ml	ml	ADP
cana-1261	28	11	adoption	adoption	NOUN
cana-1261	28	12	and	and	CCONJ
cana-1261	28	13	its	its	PRON
cana-1261	28	14	integration	integration	NOUN
cana-1261	28	15	into	into	ADP
cana-1261	28	16	ai	ai	ADJ
cana-1261	28	17	-	-	PUNCT
cana-1261	28	18	powered	power	VERB
cana-1261	28	19	talent	talent	NOUN
cana-1261	28	20	acquisition	acquisition	NOUN
cana-1261	28	21	practices	practice	NOUN
cana-1261	28	22	.	.	PUNCT
cana-1261	29	1	this	this	PRON
cana-1261	29	2	includes	include	VERB
cana-1261	29	3	understanding	understand	VERB
cana-1261	29	4	the	the	DET
cana-1261	29	5	challenges	challenge	NOUN
cana-1261	29	6	and	and	CCONJ
cana-1261	29	7	opportunities	opportunity	NOUN
cana-1261	29	8	of	of	ADP
cana-1261	29	9	this	this	DET
cana-1261	29	10	integration	integration	NOUN
cana-1261	29	11	and	and	CCONJ
cana-1261	29	12	its	its	PRON
cana-1261	29	13	potential	potential	ADJ
cana-1261	29	14	impact	impact	NOUN
cana-1261	29	15	on	on	ADP
cana-1261	29	16	hr	hr	NOUN
cana-1261	29	17	professionals	professional	NOUN
cana-1261	29	18	and	and	CCONJ
cana-1261	29	19	the	the	DET
cana-1261	29	20	overall	overall	ADJ
cana-1261	29	21	recruitment	recruitment	NOUN
cana-1261	29	22	process	process	NOUN
cana-1261	29	23	.	.	PUNCT
cana-1261	30	1	our	our	PRON
cana-1261	30	2	research	research	NOUN
cana-1261	30	3	aims	aim	VERB
cana-1261	30	4	to	to	PART
cana-1261	30	5	address	address	VERB
cana-1261	30	6	these	these	DET
cana-1261	30	7	gaps	gap	NOUN
cana-1261	30	8	by	by	ADP
cana-1261	30	9	investigating	investigate	VERB
cana-1261	30	10	:	:	PUNCT
cana-1261	30	11	1	1	X
cana-1261	30	12	.	.	PUNCT
cana-1261	31	1	the	the	DET
cana-1261	31	2	objectives	objective	NOUN
cana-1261	31	3	of	of	ADP
cana-1261	31	4	ml	ml	NOUN
cana-1261	31	5	adoption	adoption	NOUN
cana-1261	31	6	in	in	ADP
cana-1261	31	7	talent	talent	NOUN
cana-1261	31	8	acquisition	acquisition	NOUN
cana-1261	31	9	practices	practice	NOUN
cana-1261	31	10	and	and	CCONJ
cana-1261	31	11	strategies	strategy	NOUN
cana-1261	31	12	.	.	PUNCT
cana-1261	32	1	2	2	X
cana-1261	32	2	.	.	X
cana-1261	32	3	the	the	DET
cana-1261	32	4	associations	association	NOUN
cana-1261	32	5	between	between	ADP
cana-1261	32	6	talent	talent	NOUN
cana-1261	32	7	acquisition	acquisition	NOUN
cana-1261	32	8	practices	practice	NOUN
cana-1261	32	9	and	and	CCONJ
cana-1261	32	10	ml	ml	NOUN
cana-1261	32	11	methods	method	NOUN
cana-1261	32	12	.	.	PUNCT
cana-1261	33	1	3	3	X
cana-1261	33	2	.	.	X
cana-1261	33	3	ml	ml	NOUN
cana-1261	33	4	application	application	NOUN
cana-1261	33	5	's	's	PART
cana-1261	33	6	impact	impact	NOUN
cana-1261	33	7	on	on	ADP
cana-1261	33	8	talent	talent	NOUN
cana-1261	33	9	acquisition	acquisition	NOUN
cana-1261	33	10	on	on	ADP
cana-1261	33	11	employees	employee	NOUN
cana-1261	33	12	and	and	CCONJ
cana-1261	33	13	organisations	organisation	NOUN
cana-1261	33	14	.	.	PUNCT
cana-1261	34	1	we	we	PRON
cana-1261	34	2	examined	examine	VERB
cana-1261	34	3	68	68	NUM
cana-1261	34	4	scopus	scopus	NOUN
cana-1261	34	5	-	-	PUNCT
cana-1261	34	6	indexed	index	VERB
cana-1261	34	7	papers	paper	NOUN
cana-1261	34	8	to	to	PART
cana-1261	34	9	gather	gather	VERB
cana-1261	34	10	insights	insight	NOUN
cana-1261	34	11	into	into	ADP
cana-1261	34	12	the	the	DET
cana-1261	34	13	current	current	ADJ
cana-1261	34	14	state	state	NOUN
cana-1261	34	15	of	of	ADP
cana-1261	34	16	machine	machine	NOUN
cana-1261	34	17	learning	learning	NOUN
cana-1261	34	18	(	(	PUNCT
cana-1261	34	19	ml	ml	NOUN
cana-1261	34	20	)	)	PUNCT
cana-1261	34	21	and	and	CCONJ
cana-1261	34	22	its	its	PRON
cana-1261	34	23	implications	implication	NOUN
cana-1261	34	24	for	for	ADP
cana-1261	34	25	talent	talent	NOUN
cana-1261	34	26	acquisition	acquisition	NOUN
cana-1261	34	27	.	.	PUNCT
cana-1261	35	1	the	the	DET
cana-1261	35	2	review	review	NOUN
cana-1261	35	3	underscores	underscore	VERB
cana-1261	35	4	the	the	DET
cana-1261	35	5	increasing	increase	VERB
cana-1261	35	6	adoption	adoption	NOUN
cana-1261	35	7	of	of	ADP
cana-1261	35	8	ml	ml	ADV
cana-1261	35	9	-	-	PUNCT
cana-1261	35	10	enabled	enable	VERB
cana-1261	35	11	algorithms	algorithm	NOUN
cana-1261	35	12	in	in	ADP
cana-1261	35	13	talent	talent	NOUN
cana-1261	35	14	acquisition	acquisition	NOUN
cana-1261	35	15	,	,	PUNCT
cana-1261	35	16	particularly	particularly	ADV
cana-1261	35	17	in	in	ADP
cana-1261	35	18	data	data	NOUN
cana-1261	35	19	-	-	PUNCT
cana-1261	35	20	rich	rich	ADJ
cana-1261	35	21	areas	area	NOUN
cana-1261	35	22	like	like	ADP
cana-1261	35	23	recruitment	recruitment	NOUN
cana-1261	35	24	and	and	CCONJ
cana-1261	35	25	selection	selection	NOUN
cana-1261	35	26	processes	process	NOUN
cana-1261	35	27	.	.	PUNCT
cana-1261	36	1	the	the	DET
cana-1261	36	2	manuscript	manuscript	NOUN
cana-1261	36	3	is	be	AUX
cana-1261	36	4	structured	structure	VERB
cana-1261	36	5	to	to	PART
cana-1261	36	6	first	first	ADJ
cana-1261	36	7	detail	detail	VERB
cana-1261	36	8	the	the	DET
cana-1261	36	9	methodology	methodology	NOUN
cana-1261	36	10	of	of	ADP
cana-1261	36	11	the	the	DET
cana-1261	36	12	literature	literature	NOUN
cana-1261	36	13	review	review	NOUN
cana-1261	36	14	and	and	CCONJ
cana-1261	36	15	then	then	ADV
cana-1261	36	16	present	present	VERB
cana-1261	36	17	key	key	ADJ
cana-1261	36	18	findings	finding	NOUN
cana-1261	36	19	.	.	PUNCT
cana-1261	37	1	subsequent	subsequent	ADJ
cana-1261	37	2	sections	section	NOUN
cana-1261	37	3	discuss	discuss	VERB
cana-1261	37	4	the	the	DET
cana-1261	37	5	implications	implication	NOUN
cana-1261	37	6	of	of	ADP
cana-1261	37	7	machine	machine	NOUN
cana-1261	37	8	learning	learn	VERB
cana-1261	37	9	for	for	ADP
cana-1261	37	10	talent	talent	NOUN
cana-1261	37	11	acquisition	acquisition	NOUN
cana-1261	37	12	and	and	CCONJ
cana-1261	37	13	outline	outline	VERB
cana-1261	37	14	future	future	ADJ
cana-1261	37	15	research	research	NOUN
cana-1261	37	16	directions	direction	NOUN
cana-1261	37	17	.	.	PUNCT
cana-1261	38	1	2	2	X
cana-1261	38	2	.	.	X
cana-1261	38	3	research	research	NOUN
cana-1261	38	4	methodology	methodology	NOUN
cana-1261	38	5	our	our	PRON
cana-1261	38	6	research	research	NOUN
cana-1261	38	7	employs	employ	VERB
cana-1261	38	8	a	a	DET
cana-1261	38	9	semi	semi	ADJ
cana-1261	38	10	-	-	ADJ
cana-1261	38	11	systematic	systematic	ADJ
cana-1261	38	12	approach	approach	NOUN
cana-1261	38	13	,	,	PUNCT
cana-1261	38	14	combining	combine	VERB
cana-1261	38	15	structured	structured	ADJ
cana-1261	38	16	methodology	methodology	NOUN
cana-1261	38	17	with	with	ADP
cana-1261	38	18	flexibility	flexibility	NOUN
cana-1261	38	19	to	to	PART
cana-1261	38	20	review	review	VERB
cana-1261	38	21	the	the	DET
cana-1261	38	22	interdisciplinary	interdisciplinary	ADJ
cana-1261	38	23	literature	literature	NOUN
cana-1261	38	24	on	on	ADP
cana-1261	38	25	machine	machine	NOUN
cana-1261	38	26	learning	learning	NOUN
cana-1261	38	27	(	(	PUNCT
cana-1261	38	28	ml	ml	NOUN
cana-1261	38	29	)	)	PUNCT
cana-1261	38	30	applications	application	NOUN
cana-1261	38	31	in	in	ADP
cana-1261	38	32	talent	talent	NOUN
cana-1261	38	33	acquisition	acquisition	NOUN
cana-1261	38	34	(	(	PUNCT
cana-1261	38	35	ta	ta	NOUN
cana-1261	38	36	)	)	PUNCT
cana-1261	38	37	.	.	PUNCT
cana-1261	39	1	given	give	VERB
cana-1261	39	2	the	the	DET
cana-1261	39	3	complexity	complexity	NOUN
cana-1261	39	4	of	of	ADP
cana-1261	39	5	ml	ml	NOUN
cana-1261	39	6	and	and	CCONJ
cana-1261	39	7	ta	ta	PROPN
cana-1261	39	8	,	,	PUNCT
cana-1261	39	9	studied	study	VERB
cana-1261	39	10	across	across	ADP
cana-1261	39	11	diverse	diverse	ADJ
cana-1261	39	12	fields	field	NOUN
cana-1261	39	13	such	such	ADJ
cana-1261	39	14	as	as	ADP
cana-1261	39	15	management	management	NOUN
cana-1261	39	16	,	,	PUNCT
cana-1261	39	17	social	social	ADJ
cana-1261	39	18	science	science	NOUN
cana-1261	39	19	,	,	PUNCT
cana-1261	39	20	and	and	CCONJ
cana-1261	39	21	computer	computer	NOUN
cana-1261	39	22	science	science	NOUN
cana-1261	39	23	,	,	PUNCT
cana-1261	39	24	our	our	PRON
cana-1261	39	25	approach	approach	NOUN
cana-1261	39	26	aims	aim	VERB
cana-1261	39	27	to	to	PART
cana-1261	39	28	synthesise	synthesise	VERB
cana-1261	39	29	research	research	NOUN
cana-1261	39	30	findings	finding	NOUN
cana-1261	39	31	across	across	ADP
cana-1261	39	32	varied	varied	ADJ
cana-1261	39	33	methods	method	NOUN
cana-1261	39	34	and	and	CCONJ
cana-1261	39	35	algorithms	algorithm	NOUN
cana-1261	39	36	.	.	PUNCT
cana-1261	40	1	the	the	DET
cana-1261	40	2	study	study	NOUN
cana-1261	40	3	began	begin	VERB
cana-1261	40	4	by	by	ADP
cana-1261	40	5	defining	define	VERB
cana-1261	40	6	clear	clear	ADJ
cana-1261	40	7	research	research	NOUN
cana-1261	40	8	objectives	objective	NOUN
cana-1261	40	9	and	and	CCONJ
cana-1261	40	10	proceeded	proceed	VERB
cana-1261	40	11	with	with	ADP
cana-1261	40	12	a	a	DET
cana-1261	40	13	systematic	systematic	ADJ
cana-1261	40	14	literature	literature	NOUN
cana-1261	40	15	search	search	NOUN
cana-1261	40	16	and	and	CCONJ
cana-1261	40	17	review	review	NOUN
cana-1261	40	18	process	process	NOUN
cana-1261	40	19	.	.	PUNCT
cana-1261	41	1	we	we	PRON
cana-1261	41	2	focus	focus	VERB
cana-1261	41	3	on	on	ADP
cana-1261	41	4	understanding	understand	VERB
cana-1261	41	5	how	how	SCONJ
cana-1261	41	6	ml	ml	AUX
cana-1261	41	7	is	be	AUX
cana-1261	41	8	utilised	utilise	VERB
cana-1261	41	9	within	within	ADP
cana-1261	41	10	talent	talent	NOUN
cana-1261	41	11	acquisition	acquisition	NOUN
cana-1261	41	12	,	,	PUNCT
cana-1261	41	13	specifically	specifically	ADV
cana-1261	41	14	in	in	ADP
cana-1261	41	15	functional	functional	ADJ
cana-1261	41	16	areas	area	NOUN
cana-1261	41	17	like	like	ADP
cana-1261	41	18	candidate	candidate	NOUN
cana-1261	41	19	sourcing	sourcing	NOUN
cana-1261	41	20	,	,	PUNCT
cana-1261	41	21	screening	screening	NOUN
cana-1261	41	22	,	,	PUNCT
cana-1261	41	23	and	and	CCONJ
cana-1261	41	24	assessment	assessment	NOUN
cana-1261	41	25	,	,	PUNCT
cana-1261	41	26	all	all	PRON
cana-1261	41	27	integral	integral	ADJ
cana-1261	41	28	to	to	ADP
cana-1261	41	29	the	the	DET
cana-1261	41	30	hiring	hire	VERB
cana-1261	41	31	process	process	NOUN
cana-1261	41	32	.	.	PUNCT
cana-1261	42	1	for	for	ADP
cana-1261	42	2	clarity	clarity	NOUN
cana-1261	42	3	,	,	PUNCT
cana-1261	42	4	talent	talent	NOUN
cana-1261	42	5	acquisition	acquisition	NOUN
cana-1261	42	6	is	be	AUX
cana-1261	42	7	defined	define	VERB
cana-1261	42	8	as	as	ADP
cana-1261	42	9	"	"	PUNCT
cana-1261	42	10	a	a	DET
cana-1261	42	11	strategic	strategic	ADJ
cana-1261	42	12	approach	approach	NOUN
cana-1261	42	13	to	to	ADP
cana-1261	42	14	identifying	identifying	NOUN
cana-1261	42	15	,	,	PUNCT
cana-1261	42	16	communications	communication	NOUN
cana-1261	42	17	on	on	ADP
cana-1261	42	18	applied	apply	VERB
cana-1261	42	19	nonlinear	nonlinear	ADJ
cana-1261	42	20	analysis	analysis	NOUN
cana-1261	42	21	issn	issn	NOUN
cana-1261	42	22	:	:	PUNCT
cana-1261	42	23	1074	1074	NUM
cana-1261	42	24	-	-	PUNCT
cana-1261	42	25	133x	133x	NUM
cana-1261	42	26	vol	vol	NOUN
cana-1261	42	27	31	31	NUM
cana-1261	42	28	no	no	NOUN
cana-1261	42	29	.	.	PUNCT
cana-1261	43	1	6s	6s	NUM
cana-1261	43	2	(	(	PUNCT
cana-1261	43	3	2024	2024	NUM
cana-1261	43	4	)	)	PUNCT
cana-1261	43	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	43	6	694	694	NUM
cana-1261	43	7	attracting	attract	VERB
cana-1261	43	8	,	,	PUNCT
cana-1261	43	9	and	and	CCONJ
cana-1261	43	10	onboarding	onboarding	NOUN
cana-1261	43	11	talents	talent	NOUN
cana-1261	43	12	that	that	PRON
cana-1261	43	13	align	align	VERB
cana-1261	43	14	with	with	ADP
cana-1261	43	15	an	an	DET
cana-1261	43	16	organisation	organisation	NOUN
cana-1261	43	17	's	's	PART
cana-1261	43	18	goals	goal	NOUN
cana-1261	43	19	and	and	CCONJ
cana-1261	43	20	culture	culture	NOUN
cana-1261	43	21	"	"	PUNCT
cana-1261	43	22	(	(	PUNCT
cana-1261	43	23	deloitte	deloitte	PROPN
cana-1261	43	24	,	,	PUNCT
cana-1261	43	25	2018	2018	NUM
cana-1261	43	26	)	)	PUNCT
cana-1261	43	27	.	.	PUNCT
cana-1261	44	1	several	several	ADJ
cana-1261	44	2	authors	author	NOUN
cana-1261	44	3	define	define	VERB
cana-1261	44	4	ml	ml	NOUN
cana-1261	44	5	as	as	ADP
cana-1261	44	6	employing	employ	VERB
cana-1261	44	7	algorithms	algorithm	NOUN
cana-1261	44	8	to	to	PART
cana-1261	44	9	detect	detect	VERB
cana-1261	44	10	patterns	pattern	NOUN
cana-1261	44	11	in	in	ADP
cana-1261	44	12	data	datum	NOUN
cana-1261	44	13	,	,	PUNCT
cana-1261	44	14	enabling	enable	VERB
cana-1261	44	15	computers	computer	NOUN
cana-1261	44	16	to	to	PART
cana-1261	44	17	make	make	VERB
cana-1261	44	18	predictions	prediction	NOUN
cana-1261	44	19	(	(	PUNCT
cana-1261	44	20	garg	garg	NOUN
cana-1261	44	21	et	et	PROPN
cana-1261	44	22	al	al	PROPN
cana-1261	44	23	.	.	PROPN
cana-1261	44	24	,	,	PUNCT
cana-1261	44	25	2022	2022	NUM
cana-1261	44	26	;	;	PUNCT
cana-1261	44	27	nocker	nocker	NOUN
cana-1261	44	28	et	et	PROPN
cana-1261	44	29	al	al	PROPN
cana-1261	44	30	.	.	PROPN
cana-1261	44	31	,	,	PUNCT
cana-1261	44	32	2019	2019	NUM
cana-1261	44	33	)	)	PUNCT
cana-1261	44	34	.	.	PUNCT
cana-1261	45	1	the	the	DET
cana-1261	45	2	literature	literature	NOUN
cana-1261	45	3	search	search	NOUN
cana-1261	45	4	was	be	AUX
cana-1261	45	5	conducted	conduct	VERB
cana-1261	45	6	using	use	VERB
cana-1261	45	7	scopus	scopus	NOUN
cana-1261	45	8	,	,	PUNCT
cana-1261	45	9	a	a	DET
cana-1261	45	10	comprehensive	comprehensive	ADJ
cana-1261	45	11	database	database	NOUN
cana-1261	45	12	of	of	ADP
cana-1261	45	13	peer	peer	NOUN
cana-1261	45	14	-	-	PUNCT
cana-1261	45	15	reviewed	review	VERB
cana-1261	45	16	literature	literature	NOUN
cana-1261	45	17	,	,	PUNCT
cana-1261	45	18	facilitating	facilitate	VERB
cana-1261	45	19	advanced	advanced	ADJ
cana-1261	45	20	searches	search	NOUN
cana-1261	45	21	by	by	ADP
cana-1261	45	22	criteria	criterion	NOUN
cana-1261	45	23	such	such	ADJ
cana-1261	45	24	as	as	ADP
cana-1261	45	25	year	year	NOUN
cana-1261	45	26	,	,	PUNCT
cana-1261	45	27	document	document	NOUN
cana-1261	45	28	type	type	NOUN
cana-1261	45	29	,	,	PUNCT
cana-1261	45	30	keywords	keyword	NOUN
cana-1261	45	31	,	,	PUNCT
cana-1261	45	32	language	language	NOUN
cana-1261	45	33	,	,	PUNCT
cana-1261	45	34	and	and	CCONJ
cana-1261	45	35	subject	subject	ADJ
cana-1261	45	36	area	area	NOUN
cana-1261	45	37	.	.	PUNCT
cana-1261	46	1	this	this	DET
cana-1261	46	2	thorough	thorough	ADJ
cana-1261	46	3	approach	approach	NOUN
cana-1261	46	4	ensured	ensure	VERB
cana-1261	46	5	comprehensive	comprehensive	ADJ
cana-1261	46	6	coverage	coverage	NOUN
cana-1261	46	7	,	,	PUNCT
cana-1261	46	8	including	include	VERB
cana-1261	46	9	journal	journal	NOUN
cana-1261	46	10	insights	insight	NOUN
cana-1261	46	11	and	and	CCONJ
cana-1261	46	12	conference	conference	NOUN
cana-1261	46	13	proceedings	proceeding	NOUN
cana-1261	46	14	.	.	PUNCT
cana-1261	47	1	keywords	keyword	NOUN
cana-1261	47	2	related	relate	VERB
cana-1261	47	3	to	to	ADP
cana-1261	47	4	talent	talent	NOUN
cana-1261	47	5	acquisition	acquisition	NOUN
cana-1261	47	6	and	and	CCONJ
cana-1261	47	7	ml	ml	NOUN
cana-1261	47	8	were	be	AUX
cana-1261	47	9	employed	employ	VERB
cana-1261	47	10	,	,	PUNCT
cana-1261	47	11	encompassing	encompass	VERB
cana-1261	47	12	terms	term	NOUN
cana-1261	47	13	like	like	ADP
cana-1261	47	14	"	"	PUNCT
cana-1261	47	15	talent	talent	NOUN
cana-1261	47	16	acquisition	acquisition	NOUN
cana-1261	47	17	,	,	PUNCT
cana-1261	47	18	"	"	PUNCT
cana-1261	47	19	"	"	PUNCT
cana-1261	47	20	talent	talent	NOUN
cana-1261	47	21	acquisition	acquisition	NOUN
cana-1261	47	22	process	process	NOUN
cana-1261	47	23	,	,	PUNCT
cana-1261	47	24	"	"	PUNCT
cana-1261	47	25	"	"	PUNCT
cana-1261	47	26	talent	talent	NOUN
cana-1261	47	27	acquisition	acquisition	NOUN
cana-1261	47	28	metrics	metric	NOUN
cana-1261	47	29	,	,	PUNCT
cana-1261	47	30	"	"	PUNCT
cana-1261	47	31	as	as	ADV
cana-1261	47	32	well	well	ADV
cana-1261	47	33	as	as	ADP
cana-1261	47	34	"	"	PUNCT
cana-1261	47	35	machine	machine	NOUN
cana-1261	47	36	learning	learning	NOUN
cana-1261	47	37	,	,	PUNCT
cana-1261	47	38	"	"	PUNCT
cana-1261	47	39	"	"	PUNCT
cana-1261	47	40	data	data	NOUN
cana-1261	47	41	mining	mining	NOUN
cana-1261	47	42	,	,	PUNCT
cana-1261	47	43	"	"	PUNCT
cana-1261	47	44	"	"	PUNCT
cana-1261	47	45	algorithm	algorithm	NOUN
cana-1261	47	46	,	,	PUNCT
cana-1261	47	47	"	"	PUNCT
cana-1261	47	48	and	and	CCONJ
cana-1261	47	49	"	"	PUNCT
cana-1261	47	50	analytics	analytic	NOUN
cana-1261	47	51	.	.	PUNCT
cana-1261	47	52	"	"	PUNCT
cana-1261	48	1	network	network	NOUN
cana-1261	48	2	analysis	analysis	NOUN
cana-1261	48	3	was	be	AUX
cana-1261	48	4	followed	follow	VERB
cana-1261	48	5	by	by	ADP
cana-1261	48	6	thematic	thematic	ADJ
cana-1261	48	7	analysis	analysis	NOUN
cana-1261	48	8	,	,	PUNCT
cana-1261	48	9	collaboratively	collaboratively	ADV
cana-1261	48	10	conducted	conduct	VERB
cana-1261	48	11	by	by	ADP
cana-1261	48	12	two	two	NUM
cana-1261	48	13	authors	author	NOUN
cana-1261	48	14	.	.	PUNCT
cana-1261	49	1	in	in	ADP
cana-1261	49	2	cases	case	NOUN
cana-1261	49	3	of	of	ADP
cana-1261	49	4	divergence	divergence	NOUN
cana-1261	49	5	,	,	PUNCT
cana-1261	49	6	consensus	consensus	NOUN
cana-1261	49	7	on	on	ADP
cana-1261	49	8	emergent	emergent	ADJ
cana-1261	49	9	themes	theme	NOUN
cana-1261	49	10	was	be	AUX
cana-1261	49	11	reached	reach	VERB
cana-1261	49	12	through	through	ADP
cana-1261	49	13	discussion	discussion	NOUN
cana-1261	49	14	.	.	PUNCT
cana-1261	50	1	three	three	NUM
cana-1261	50	2	primary	primary	ADJ
cana-1261	50	3	thematic	thematic	ADJ
cana-1261	50	4	categories	category	NOUN
cana-1261	50	5	emerged	emerge	VERB
cana-1261	50	6	:	:	PUNCT
cana-1261	50	7	(	(	PUNCT
cana-1261	50	8	1	1	X
cana-1261	50	9	)	)	PUNCT
cana-1261	50	10	talent	talent	NOUN
cana-1261	50	11	acquisition	acquisition	NOUN
cana-1261	50	12	functions	function	NOUN
cana-1261	50	13	integrating	integrate	VERB
cana-1261	50	14	ml	ml	ADP
cana-1261	50	15	,	,	PUNCT
cana-1261	50	16	(	(	PUNCT
cana-1261	50	17	2	2	X
cana-1261	50	18	)	)	PUNCT
cana-1261	50	19	objectives	objective	NOUN
cana-1261	50	20	of	of	ADP
cana-1261	50	21	ml	ml	NOUN
cana-1261	50	22	in	in	ADP
cana-1261	50	23	these	these	DET
cana-1261	50	24	ta	ta	PROPN
cana-1261	50	25	functions	function	NOUN
cana-1261	50	26	,	,	PUNCT
cana-1261	50	27	and	and	CCONJ
cana-1261	50	28	(	(	PUNCT
cana-1261	50	29	3	3	X
cana-1261	50	30	)	)	PUNCT
cana-1261	50	31	methods	method	NOUN
cana-1261	50	32	and	and	CCONJ
cana-1261	50	33	algorithms	algorithm	NOUN
cana-1261	50	34	employed	employ	VERB
cana-1261	50	35	to	to	PART
cana-1261	50	36	achieve	achieve	VERB
cana-1261	50	37	ml	ml	ADP
cana-1261	50	38	objectives	objective	NOUN
cana-1261	50	39	(	(	PUNCT
cana-1261	50	40	e.g.	e.g.	ADV
cana-1261	50	41	,	,	PUNCT
cana-1261	50	42	decision	decision	NOUN
cana-1261	50	43	trees	tree	NOUN
cana-1261	50	44	,	,	PUNCT
cana-1261	50	45	random	random	ADJ
cana-1261	50	46	forests	forest	NOUN
cana-1261	50	47	,	,	PUNCT
cana-1261	50	48	k	k	ADJ
cana-1261	50	49	-	-	PUNCT
cana-1261	50	50	means	mean	VERB
cana-1261	50	51	clustering	clustering	NOUN
cana-1261	50	52	,	,	PUNCT
cana-1261	50	53	neural	neural	ADJ
cana-1261	50	54	networks	network	NOUN
cana-1261	50	55	,	,	PUNCT
cana-1261	50	56	ensemble	ensemble	ADJ
cana-1261	50	57	classifiers	classifier	NOUN
cana-1261	50	58	)	)	PUNCT
cana-1261	50	59	.	.	PUNCT
cana-1261	51	1	figure	figure	VERB
cana-1261	51	2	1	1	NUM
cana-1261	51	3	:	:	PUNCT
cana-1261	51	4	flowchart	flowchart	NOUN
cana-1261	51	5	of	of	ADP
cana-1261	51	6	inclusion	inclusion	NOUN
cana-1261	51	7	and	and	CCONJ
cana-1261	51	8	exclusion	exclusion	NOUN
cana-1261	51	9	criteria	criterion	NOUN
cana-1261	51	10	source	source	NOUN
cana-1261	51	11	:	:	PUNCT
cana-1261	51	12	author	author	NOUN
cana-1261	51	13	’s	’s	PART
cana-1261	51	14	work	work	NOUN
cana-1261	51	15	3	3	NUM
cana-1261	51	16	.	.	NOUN
cana-1261	51	17	results	result	NOUN
cana-1261	51	18	and	and	CCONJ
cana-1261	51	19	analysis	analysis	NOUN
cana-1261	51	20	3.1	3.1	NUM
cana-1261	51	21	general	general	ADJ
cana-1261	51	22	results	result	NOUN
cana-1261	51	23	and	and	CCONJ
cana-1261	51	24	analysis	analysis	NOUN
cana-1261	51	25	many	many	ADJ
cana-1261	51	26	research	research	NOUN
cana-1261	51	27	publications	publication	NOUN
cana-1261	51	28	in	in	ADP
cana-1261	51	29	the	the	DET
cana-1261	51	30	review	review	NOUN
cana-1261	51	31	suggest	suggest	VERB
cana-1261	51	32	that	that	SCONJ
cana-1261	51	33	ml	ml	NOUN
cana-1261	51	34	applications	application	NOUN
cana-1261	51	35	prosper	prosper	VERB
cana-1261	51	36	in	in	ADP
cana-1261	51	37	talent	talent	NOUN
cana-1261	51	38	acquisition	acquisition	NOUN
cana-1261	51	39	.	.	PUNCT
cana-1261	52	1	of	of	ADP
cana-1261	52	2	74	74	NUM
cana-1261	52	3	references	reference	NOUN
cana-1261	52	4	,	,	PUNCT
cana-1261	52	5	41	41	NUM
cana-1261	52	6	research	research	NOUN
cana-1261	52	7	papers	paper	NOUN
cana-1261	52	8	and	and	CCONJ
cana-1261	52	9	13	13	NUM
cana-1261	52	10	conference	conference	NOUN
cana-1261	52	11	papers	paper	NOUN
cana-1261	52	12	have	have	AUX
cana-1261	52	13	been	be	AUX
cana-1261	52	14	published	publish	VERB
cana-1261	52	15	(	(	PUNCT
cana-1261	52	16	see	see	VERB
cana-1261	52	17	graph	graph	NOUN
cana-1261	52	18	1	1	NUM
cana-1261	52	19	)	)	PUNCT
cana-1261	52	20	.	.	PUNCT
cana-1261	53	1	this	this	DET
cana-1261	53	2	highlights	highlight	NOUN
cana-1261	53	3	ta	ta	ADP
cana-1261	53	4	's	's	PART
cana-1261	53	5	emerging	emerge	VERB
cana-1261	53	6	role	role	NOUN
cana-1261	53	7	as	as	ADP
cana-1261	53	8	a	a	DET
cana-1261	53	9	field	field	NOUN
cana-1261	53	10	for	for	ADP
cana-1261	53	11	ml	ml	NOUN
cana-1261	53	12	applications	application	NOUN
cana-1261	53	13	,	,	PUNCT
cana-1261	53	14	though	though	SCONJ
cana-1261	53	15	with	with	ADP
cana-1261	53	16	a	a	DET
cana-1261	53	17	limited	limited	ADJ
cana-1261	53	18	number	number	NOUN
cana-1261	53	19	of	of	ADP
cana-1261	53	20	empirical	empirical	ADJ
cana-1261	53	21	studies	study	NOUN
cana-1261	53	22	in	in	ADP
cana-1261	53	23	academic	academic	ADJ
cana-1261	53	24	literature	literature	NOUN
cana-1261	53	25	.	.	PUNCT
cana-1261	54	1	most	most	ADJ
cana-1261	54	2	publications	publication	NOUN
cana-1261	54	3	are	be	AUX
cana-1261	54	4	found	find	VERB
cana-1261	54	5	in	in	ADP
cana-1261	54	6	management	management	NOUN
cana-1261	54	7	-	-	PUNCT
cana-1261	54	8	oriented	orient	VERB
cana-1261	54	9	journals	journal	NOUN
cana-1261	54	10	,	,	PUNCT
cana-1261	54	11	with	with	ADP
cana-1261	54	12	only	only	ADV
cana-1261	54	13	a	a	DET
cana-1261	54	14	few	few	ADJ
cana-1261	54	15	adopting	adopt	VERB
cana-1261	54	16	empirical	empirical	ADJ
cana-1261	54	17	approaches	approach	NOUN
cana-1261	54	18	.	.	PUNCT
cana-1261	55	1	examples	example	NOUN
cana-1261	55	2	include	include	VERB
cana-1261	55	3	choi	choi	NOUN
cana-1261	55	4	's	's	PART
cana-1261	55	5	study	study	NOUN
cana-1261	55	6	on	on	ADP
cana-1261	55	7	predicting	predict	VERB
cana-1261	55	8	job	job	NOUN
cana-1261	55	9	involvement	involvement	NOUN
cana-1261	55	10	using	use	VERB
cana-1261	55	11	ml	ml	X
cana-1261	55	12	(	(	PUNCT
cana-1261	55	13	choi	choi	NOUN
cana-1261	55	14	and	and	CCONJ
cana-1261	55	15	choi	choi	NOUN
cana-1261	55	16	,	,	PUNCT
cana-1261	55	17	2020	2020	NUM
cana-1261	55	18	)	)	PUNCT
cana-1261	55	19	,	,	PUNCT
cana-1261	55	20	ali	ali	PROPN
cana-1261	55	21	's	's	PART
cana-1261	55	22	research	research	NOUN
cana-1261	55	23	on	on	ADP
cana-1261	55	24	predicting	predict	VERB
cana-1261	55	25	performance	performance	NOUN
cana-1261	55	26	in	in	ADP
cana-1261	55	27	hiring	hiring	NOUN
cana-1261	55	28	and	and	CCONJ
cana-1261	55	29	appraisals	appraisal	NOUN
cana-1261	55	30	(	(	PUNCT
cana-1261	55	31	ali	ali	PROPN
cana-1261	55	32	et	et	PROPN
cana-1261	55	33	al	al	PROPN
cana-1261	55	34	.	.	PROPN
cana-1261	55	35	,	,	PUNCT
cana-1261	55	36	2009	2009	NUM
cana-1261	55	37	)	)	PUNCT
cana-1261	55	38	,	,	PUNCT
cana-1261	55	39	khera	khera	PROPN
cana-1261	55	40	's	's	PART
cana-1261	55	41	work	work	NOUN
cana-1261	55	42	on	on	ADP
cana-1261	55	43	predictive	predictive	ADJ
cana-1261	55	44	modelling	modelling	NOUN
cana-1261	55	45	of	of	ADP
cana-1261	55	46	communications	communication	NOUN
cana-1261	55	47	on	on	ADP
cana-1261	55	48	applied	apply	VERB
cana-1261	55	49	nonlinear	nonlinear	ADJ
cana-1261	55	50	analysis	analysis	NOUN
cana-1261	55	51	issn	issn	NOUN
cana-1261	55	52	:	:	PUNCT
cana-1261	55	53	1074	1074	NUM
cana-1261	55	54	-	-	PUNCT
cana-1261	55	55	133x	133x	NUM
cana-1261	55	56	vol	vol	NOUN
cana-1261	55	57	31	31	NUM
cana-1261	55	58	no	no	NOUN
cana-1261	55	59	.	.	PUNCT
cana-1261	56	1	6s	6s	NUM
cana-1261	56	2	(	(	PUNCT
cana-1261	56	3	2024	2024	NUM
cana-1261	56	4	)	)	PUNCT
cana-1261	56	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	56	6	695	695	NUM
cana-1261	56	7	employee	employee	NOUN
cana-1261	56	8	turnover	turnover	NOUN
cana-1261	56	9	(	(	PUNCT
cana-1261	56	10	khera	khera	PROPN
cana-1261	56	11	divya	divya	PROPN
cana-1261	56	12	,	,	PUNCT
cana-1261	56	13	2019	2019	NUM
cana-1261	56	14	)	)	PUNCT
cana-1261	56	15	,	,	PUNCT
cana-1261	56	16	and	and	CCONJ
cana-1261	56	17	punnoose	punnoose	VERB
cana-1261	56	18	's	's	PART
cana-1261	56	19	research	research	NOUN
cana-1261	56	20	on	on	ADP
cana-1261	56	21	turnover	turnover	NOUN
cana-1261	56	22	prediction	prediction	NOUN
cana-1261	56	23	(	(	PUNCT
cana-1261	56	24	punnoose	punnoose	VERB
cana-1261	56	25	and	and	CCONJ
cana-1261	56	26	ajit	ajit	NOUN
cana-1261	56	27	,	,	PUNCT
cana-1261	56	28	2016	2016	NUM
cana-1261	56	29	)	)	PUNCT
cana-1261	56	30	.	.	PUNCT
cana-1261	57	1	since	since	SCONJ
cana-1261	57	2	2020	2020	NUM
cana-1261	57	3	,	,	PUNCT
cana-1261	57	4	there	there	PRON
cana-1261	57	5	has	have	AUX
cana-1261	57	6	been	be	AUX
cana-1261	57	7	a	a	DET
cana-1261	57	8	notable	notable	ADJ
cana-1261	57	9	shift	shift	NOUN
cana-1261	57	10	with	with	ADP
cana-1261	57	11	a	a	DET
cana-1261	57	12	convergence	convergence	NOUN
cana-1261	57	13	in	in	ADP
cana-1261	57	14	the	the	DET
cana-1261	57	15	number	number	NOUN
cana-1261	57	16	of	of	ADP
cana-1261	57	17	papers	paper	NOUN
cana-1261	57	18	published	publish	VERB
cana-1261	57	19	in	in	ADP
cana-1261	57	20	journals	journal	NOUN
cana-1261	57	21	versus	versus	ADP
cana-1261	57	22	conferences	conference	NOUN
cana-1261	57	23	.	.	PUNCT
cana-1261	58	1	conference	conference	NOUN
cana-1261	58	2	papers	paper	NOUN
cana-1261	58	3	have	have	AUX
cana-1261	58	4	declined	decline	VERB
cana-1261	58	5	,	,	PUNCT
cana-1261	58	6	potentially	potentially	ADV
cana-1261	58	7	influenced	influence	VERB
cana-1261	58	8	by	by	ADP
cana-1261	58	9	the	the	DET
cana-1261	58	10	covid19	covid19	NOUN
cana-1261	58	11	pandemic	pandemic	ADJ
cana-1261	58	12	,	,	PUNCT
cana-1261	58	13	while	while	SCONJ
cana-1261	58	14	there	there	PRON
cana-1261	58	15	is	be	VERB
cana-1261	58	16	an	an	DET
cana-1261	58	17	increase	increase	NOUN
cana-1261	58	18	in	in	ADP
cana-1261	58	19	journal	journal	ADJ
cana-1261	58	20	publications	publication	NOUN
cana-1261	58	21	.	.	PUNCT
cana-1261	59	1	this	this	DET
cana-1261	59	2	trend	trend	NOUN
cana-1261	59	3	reflects	reflect	VERB
cana-1261	59	4	growing	grow	VERB
cana-1261	59	5	confidence	confidence	NOUN
cana-1261	59	6	,	,	PUNCT
cana-1261	59	7	interest	interest	NOUN
cana-1261	59	8	,	,	PUNCT
cana-1261	59	9	and	and	CCONJ
cana-1261	59	10	acceptance	acceptance	NOUN
cana-1261	59	11	of	of	ADP
cana-1261	59	12	ml	ml	NOUN
cana-1261	59	13	-	-	PUNCT
cana-1261	59	14	based	base	VERB
cana-1261	59	15	research	research	NOUN
cana-1261	59	16	in	in	ADP
cana-1261	59	17	ta	ta	PROPN
cana-1261	59	18	among	among	ADP
cana-1261	59	19	journal	journal	NOUN
cana-1261	59	20	publishers	publisher	NOUN
cana-1261	59	21	.	.	PUNCT
cana-1261	60	1	a	a	DET
cana-1261	60	2	network	network	NOUN
cana-1261	60	3	analysis	analysis	NOUN
cana-1261	60	4	used	use	VERB
cana-1261	60	5	author	author	NOUN
cana-1261	60	6	keywords	keyword	NOUN
cana-1261	60	7	extracted	extract	VERB
cana-1261	60	8	from	from	ADP
cana-1261	60	9	a	a	DET
cana-1261	60	10	final	final	ADJ
cana-1261	60	11	set	set	NOUN
cana-1261	60	12	of	of	ADP
cana-1261	60	13	77	77	NUM
cana-1261	60	14	publications	publication	NOUN
cana-1261	60	15	to	to	PART
cana-1261	60	16	analyse	analyse	VERB
cana-1261	60	17	the	the	DET
cana-1261	60	18	publication	publication	NOUN
cana-1261	60	19	landscape	landscape	NOUN
cana-1261	60	20	(	(	PUNCT
cana-1261	60	21	see	see	VERB
cana-1261	60	22	figure	figure	NOUN
cana-1261	60	23	1	1	NUM
cana-1261	60	24	)	)	PUNCT
cana-1261	60	25	.	.	PUNCT
cana-1261	61	1	this	this	DET
cana-1261	61	2	analysis	analysis	NOUN
cana-1261	61	3	clustered	cluster	VERB
cana-1261	61	4	keywords	keyword	NOUN
cana-1261	61	5	based	base	VERB
cana-1261	61	6	on	on	ADP
cana-1261	61	7	their	their	PRON
cana-1261	61	8	associations	association	NOUN
cana-1261	61	9	,	,	PUNCT
cana-1261	61	10	revealing	reveal	VERB
cana-1261	61	11	thematic	thematic	ADJ
cana-1261	61	12	clusters	cluster	NOUN
cana-1261	61	13	that	that	PRON
cana-1261	61	14	were	be	AUX
cana-1261	61	15	cross	cross	ADJ
cana-1261	61	16	-	-	VERB
cana-1261	61	17	validated	validate	VERB
cana-1261	61	18	by	by	ADP
cana-1261	61	19	reviewing	review	VERB
cana-1261	61	20	the	the	DET
cana-1261	61	21	dataset	dataset	NOUN
cana-1261	61	22	.	.	PUNCT
cana-1261	62	1	author	author	NOUN
cana-1261	62	2	independence	independence	NOUN
cana-1261	62	3	and	and	CCONJ
cana-1261	62	4	reliability	reliability	NOUN
cana-1261	62	5	were	be	AUX
cana-1261	62	6	ensured	ensure	VERB
cana-1261	62	7	through	through	ADP
cana-1261	62	8	inter	inter	ADJ
cana-1261	62	9	-	-	ADJ
cana-1261	62	10	coder	coder	ADJ
cana-1261	62	11	reliability	reliability	NOUN
cana-1261	62	12	and	and	CCONJ
cana-1261	62	13	face	face	VERB
cana-1261	62	14	validity	validity	NOUN
cana-1261	62	15	procedures	procedure	NOUN
cana-1261	62	16	,	,	PUNCT
cana-1261	62	17	followed	follow	VERB
cana-1261	62	18	by	by	ADP
cana-1261	62	19	consensus	consensus	NOUN
cana-1261	62	20	reached	reach	VERB
cana-1261	62	21	through	through	ADP
cana-1261	62	22	thorough	thorough	ADJ
cana-1261	62	23	discussion	discussion	NOUN
cana-1261	62	24	.	.	PUNCT
cana-1261	63	1	following	follow	VERB
cana-1261	63	2	the	the	DET
cana-1261	63	3	network	network	NOUN
cana-1261	63	4	analysis	analysis	NOUN
cana-1261	63	5	,	,	PUNCT
cana-1261	63	6	several	several	ADJ
cana-1261	63	7	prominent	prominent	ADJ
cana-1261	63	8	themes	theme	NOUN
cana-1261	63	9	emerged	emerge	VERB
cana-1261	63	10	,	,	PUNCT
cana-1261	63	11	highlighting	highlight	VERB
cana-1261	63	12	the	the	DET
cana-1261	63	13	integration	integration	NOUN
cana-1261	63	14	of	of	ADP
cana-1261	63	15	ml	ml	NOUN
cana-1261	63	16	and	and	CCONJ
cana-1261	63	17	artificial	artificial	ADJ
cana-1261	63	18	intelligence	intelligence	NOUN
cana-1261	63	19	(	(	PUNCT
cana-1261	63	20	ai	ai	NOUN
cana-1261	63	21	)	)	PUNCT
cana-1261	63	22	in	in	ADP
cana-1261	63	23	ta	ta	PROPN
cana-1261	63	24	(	(	PUNCT
cana-1261	63	25	see	see	VERB
cana-1261	63	26	figure	figure	NOUN
cana-1261	63	27	2	2	NUM
cana-1261	63	28	)	)	PUNCT
cana-1261	63	29	.	.	PUNCT
cana-1261	64	1	"	"	PUNCT
cana-1261	64	2	talent	talent	NOUN
cana-1261	64	3	acquisition	acquisition	NOUN
cana-1261	64	4	"	"	PUNCT
cana-1261	64	5	and	and	CCONJ
cana-1261	64	6	"	"	PUNCT
cana-1261	64	7	ai	ai	VERB
cana-1261	64	8	"	"	PUNCT
cana-1261	64	9	were	be	AUX
cana-1261	64	10	identified	identify	VERB
cana-1261	64	11	as	as	ADP
cana-1261	64	12	nodes	node	NOUN
cana-1261	64	13	with	with	ADP
cana-1261	64	14	high	high	ADJ
cana-1261	64	15	centrality	centrality	NOUN
cana-1261	64	16	,	,	PUNCT
cana-1261	64	17	indicating	indicate	VERB
cana-1261	64	18	their	their	PRON
cana-1261	64	19	pivotal	pivotal	ADJ
cana-1261	64	20	roles	role	NOUN
cana-1261	64	21	and	and	CCONJ
cana-1261	64	22	numerous	numerous	ADJ
cana-1261	64	23	associations	association	NOUN
cana-1261	64	24	.	.	PUNCT
cana-1261	65	1	this	this	PRON
cana-1261	65	2	signifies	signify	VERB
cana-1261	65	3	a	a	DET
cana-1261	65	4	significant	significant	ADJ
cana-1261	65	5	shift	shift	NOUN
cana-1261	65	6	in	in	ADP
cana-1261	65	7	ta	ta	ADP
cana-1261	65	8	practices	practice	NOUN
cana-1261	65	9	towards	towards	ADP
cana-1261	65	10	embracing	embrace	VERB
cana-1261	65	11	ml	ml	NOUN
cana-1261	65	12	and	and	CCONJ
cana-1261	65	13	ai	ai	PROPN
cana-1261	65	14	technologies	technology	NOUN
cana-1261	65	15	,	,	PUNCT
cana-1261	65	16	driven	drive	VERB
cana-1261	65	17	by	by	ADP
cana-1261	65	18	perceived	perceive	VERB
cana-1261	65	19	opportunities	opportunity	NOUN
cana-1261	65	20	graph	graph	VERB
cana-1261	65	21	1	1	NUM
cana-1261	65	22	:	:	PUNCT
cana-1261	65	23	total	total	ADJ
cana-1261	65	24	research	research	NOUN
cana-1261	65	25	contributions	contribution	NOUN
cana-1261	65	26	over	over	ADP
cana-1261	65	27	figure	figure	NOUN
cana-1261	65	28	2	2	NUM
cana-1261	65	29	:	:	PUNCT
cana-1261	65	30	network	network	NOUN
cana-1261	65	31	analysis	analysis	NOUN
cana-1261	65	32	by	by	ADP
cana-1261	65	33	author	author	NOUN
cana-1261	65	34	the	the	DET
cana-1261	65	35	years	year	NOUN
cana-1261	65	36	keywords	keyword	VERB
cana-1261	65	37	source	source	NOUN
cana-1261	65	38	:	:	PUNCT
cana-1261	65	39	author	author	NOUN
cana-1261	65	40	’s	’s	PART
cana-1261	65	41	work	work	NOUN
cana-1261	65	42	in	in	ADP
cana-1261	65	43	addition	addition	NOUN
cana-1261	65	44	to	to	ADP
cana-1261	65	45	manual	manual	ADJ
cana-1261	65	46	analysis	analysis	NOUN
cana-1261	65	47	,	,	PUNCT
cana-1261	65	48	the	the	DET
cana-1261	65	49	authors	author	NOUN
cana-1261	65	50	utilised	utilise	VERB
cana-1261	65	51	vosviewer	vosviewer	NOUN
cana-1261	65	52	(	(	PUNCT
cana-1261	65	53	figure	figure	NOUN
cana-1261	65	54	2	2	NUM
cana-1261	65	55	)	)	PUNCT
cana-1261	65	56	to	to	PART
cana-1261	65	57	examine	examine	VERB
cana-1261	65	58	keyword	keyword	NOUN
cana-1261	65	59	networks	network	NOUN
cana-1261	65	60	in	in	ADP
cana-1261	65	61	their	their	PRON
cana-1261	65	62	study	study	NOUN
cana-1261	65	63	thoroughly	thoroughly	ADV
cana-1261	65	64	.	.	PUNCT
cana-1261	66	1	the	the	DET
cana-1261	66	2	network	network	NOUN
cana-1261	66	3	analysis	analysis	NOUN
cana-1261	66	4	highlighted	highlight	VERB
cana-1261	66	5	"	"	PUNCT
cana-1261	66	6	talent	talent	NOUN
cana-1261	66	7	acquisition	acquisition	NOUN
cana-1261	66	8	"	"	PUNCT
cana-1261	66	9	and	and	CCONJ
cana-1261	66	10	"	"	PUNCT
cana-1261	66	11	ai	ai	VERB
cana-1261	66	12	"	"	PUNCT
cana-1261	66	13	as	as	ADP
cana-1261	66	14	central	central	ADJ
cana-1261	66	15	nodes	node	NOUN
cana-1261	66	16	,	,	PUNCT
cana-1261	66	17	emphasising	emphasise	VERB
cana-1261	66	18	their	their	PRON
cana-1261	66	19	critical	critical	ADJ
cana-1261	66	20	importance	importance	NOUN
cana-1261	66	21	in	in	ADP
cana-1261	66	22	current	current	ADJ
cana-1261	66	23	research	research	NOUN
cana-1261	66	24	discussions	discussion	NOUN
cana-1261	66	25	.	.	PUNCT
cana-1261	67	1	meanwhile	meanwhile	ADV
cana-1261	67	2	,	,	PUNCT
cana-1261	67	3	"	"	PUNCT
cana-1261	67	4	job	job	NOUN
cana-1261	67	5	description	description	NOUN
cana-1261	67	6	creation	creation	NOUN
cana-1261	67	7	,	,	PUNCT
cana-1261	67	8	"	"	PUNCT
cana-1261	67	9	"	"	PUNCT
cana-1261	67	10	sourcing	source	VERB
cana-1261	67	11	candidates	candidate	NOUN
cana-1261	67	12	,	,	PUNCT
cana-1261	67	13	"	"	PUNCT
cana-1261	67	14	"	"	PUNCT
cana-1261	67	15	resume	resume	VERB
cana-1261	67	16	screening	screen	VERB
cana-1261	67	17	,	,	PUNCT
cana-1261	67	18	"	"	PUNCT
cana-1261	67	19	"	"	PUNCT
cana-1261	67	20	skill	skill	NOUN
cana-1261	67	21	assessment	assessment	NOUN
cana-1261	67	22	,	,	PUNCT
cana-1261	67	23	"	"	PUNCT
cana-1261	67	24	"	"	PUNCT
cana-1261	67	25	interviewing	interview	VERB
cana-1261	67	26	,	,	PUNCT
cana-1261	67	27	"	"	PUNCT
cana-1261	67	28	"	"	PUNCT
cana-1261	67	29	selection	selection	NOUN
cana-1261	67	30	decision	decision	NOUN
cana-1261	67	31	,	,	PUNCT
cana-1261	67	32	"	"	PUNCT
cana-1261	67	33	"	"	PUNCT
cana-1261	67	34	candidate	candidate	NOUN
cana-1261	67	35	engagement	engagement	NOUN
cana-1261	67	36	,	,	PUNCT
cana-1261	67	37	"	"	PUNCT
cana-1261	67	38	"	"	PUNCT
cana-1261	67	39	employee	employee	NOUN
cana-1261	67	40	retention	retention	NOUN
cana-1261	67	41	prediction	prediction	NOUN
cana-1261	67	42	,	,	PUNCT
cana-1261	67	43	"	"	PUNCT
cana-1261	67	44	and	and	CCONJ
cana-1261	67	45	"	"	PUNCT
cana-1261	67	46	performance	performance	NOUN
cana-1261	67	47	prediction	prediction	NOUN
cana-1261	67	48	"	"	PUNCT
cana-1261	67	49	emerged	emerge	VERB
cana-1261	67	50	as	as	ADP
cana-1261	67	51	vital	vital	ADJ
cana-1261	67	52	functional	functional	ADJ
cana-1261	67	53	areas	area	NOUN
cana-1261	67	54	where	where	SCONJ
cana-1261	67	55	ml	ml	NOUN
cana-1261	67	56	applications	application	NOUN
cana-1261	67	57	are	be	AUX
cana-1261	67	58	prominent	prominent	ADJ
cana-1261	67	59	within	within	ADP
cana-1261	67	60	talent	talent	NOUN
cana-1261	67	61	acquisition	acquisition	NOUN
cana-1261	67	62	.	.	PUNCT
cana-1261	68	1	communications	communication	NOUN
cana-1261	68	2	on	on	ADP
cana-1261	68	3	applied	apply	VERB
cana-1261	68	4	nonlinear	nonlinear	ADJ
cana-1261	68	5	analysis	analysis	NOUN
cana-1261	68	6	issn	issn	NOUN
cana-1261	68	7	:	:	PUNCT
cana-1261	68	8	1074	1074	NUM
cana-1261	68	9	-	-	PUNCT
cana-1261	68	10	133x	133x	NUM
cana-1261	68	11	vol	vol	NOUN
cana-1261	68	12	31	31	NUM
cana-1261	68	13	no	no	NOUN
cana-1261	68	14	.	.	PUNCT
cana-1261	69	1	6s	6s	NUM
cana-1261	69	2	(	(	PUNCT
cana-1261	69	3	2024	2024	NUM
cana-1261	69	4	)	)	PUNCT
cana-1261	69	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	69	6	696	696	NUM
cana-1261	69	7	following	follow	VERB
cana-1261	69	8	the	the	DET
cana-1261	69	9	network	network	NOUN
cana-1261	69	10	analysis	analysis	NOUN
cana-1261	69	11	,	,	PUNCT
cana-1261	69	12	several	several	ADJ
cana-1261	69	13	primary	primary	ADJ
cana-1261	69	14	themes	theme	NOUN
cana-1261	69	15	emerged	emerge	VERB
cana-1261	69	16	:	:	PUNCT
cana-1261	69	17	1	1	X
cana-1261	69	18	.	.	X
cana-1261	69	19	application	application	NOUN
cana-1261	69	20	of	of	ADP
cana-1261	69	21	ml	ml	NOUN
cana-1261	69	22	in	in	ADP
cana-1261	69	23	various	various	ADJ
cana-1261	69	24	ta	ta	PROPN
cana-1261	69	25	functions	function	NOUN
cana-1261	69	26	:	:	PUNCT
cana-1261	69	27	this	this	DET
cana-1261	69	28	category	category	NOUN
cana-1261	69	29	explored	explore	VERB
cana-1261	69	30	how	how	SCONJ
cana-1261	69	31	ml	ml	VERB
cana-1261	69	32	is	be	AUX
cana-1261	69	33	applied	apply	VERB
cana-1261	69	34	across	across	ADP
cana-1261	69	35	different	different	ADJ
cana-1261	69	36	functions	function	NOUN
cana-1261	69	37	within	within	ADP
cana-1261	69	38	talent	talent	NOUN
cana-1261	69	39	acquisition	acquisition	NOUN
cana-1261	69	40	,	,	PUNCT
cana-1261	69	41	ranging	range	VERB
cana-1261	69	42	from	from	ADP
cana-1261	69	43	job	job	NOUN
cana-1261	69	44	description	description	NOUN
cana-1261	69	45	creation	creation	NOUN
cana-1261	69	46	to	to	ADP
cana-1261	69	47	performance	performance	NOUN
cana-1261	69	48	prediction	prediction	NOUN
cana-1261	69	49	.	.	PUNCT
cana-1261	70	1	2	2	X
cana-1261	70	2	.	.	X
cana-1261	70	3	ml	ml	NOUN
cana-1261	70	4	objectives	objective	NOUN
cana-1261	70	5	addressed	address	VERB
cana-1261	70	6	in	in	ADP
cana-1261	70	7	ta	ta	ADP
cana-1261	70	8	functions	function	NOUN
cana-1261	70	9	:	:	PUNCT
cana-1261	70	10	this	this	DET
cana-1261	70	11	theme	theme	NOUN
cana-1261	70	12	focused	focus	VERB
cana-1261	70	13	on	on	ADP
cana-1261	70	14	specific	specific	ADJ
cana-1261	70	15	ml	ml	NOUN
cana-1261	70	16	techniques	technique	NOUN
cana-1261	70	17	used	use	VERB
cana-1261	70	18	in	in	ADP
cana-1261	70	19	ta	ta	ADP
cana-1261	70	20	,	,	PUNCT
cana-1261	70	21	such	such	ADJ
cana-1261	70	22	as	as	ADP
cana-1261	70	23	classification	classification	NOUN
cana-1261	70	24	,	,	PUNCT
cana-1261	70	25	clustering	clustering	NOUN
cana-1261	70	26	,	,	PUNCT
cana-1261	70	27	decision	decision	NOUN
cana-1261	70	28	trees	tree	NOUN
cana-1261	70	29	,	,	PUNCT
cana-1261	70	30	random	random	ADJ
cana-1261	70	31	forests	forest	NOUN
cana-1261	70	32	,	,	PUNCT
cana-1261	70	33	and	and	CCONJ
cana-1261	70	34	neural	neural	ADJ
cana-1261	70	35	networks	network	NOUN
cana-1261	70	36	.	.	PUNCT
cana-1261	71	1	these	these	DET
cana-1261	71	2	techniques	technique	NOUN
cana-1261	71	3	aim	aim	VERB
cana-1261	71	4	to	to	PART
cana-1261	71	5	enhance	enhance	VERB
cana-1261	71	6	efficiency	efficiency	NOUN
cana-1261	71	7	and	and	CCONJ
cana-1261	71	8	decision	decision	NOUN
cana-1261	71	9	-	-	PUNCT
cana-1261	71	10	making	making	NOUN
cana-1261	71	11	across	across	ADP
cana-1261	71	12	ta	ta	ADP
cana-1261	71	13	processes	process	NOUN
cana-1261	71	14	.	.	PUNCT
cana-1261	72	1	figure	figure	NOUN
cana-1261	72	2	2	2	NUM
cana-1261	72	3	illustrates	illustrate	VERB
cana-1261	72	4	the	the	DET
cana-1261	72	5	distribution	distribution	NOUN
cana-1261	72	6	of	of	ADP
cana-1261	72	7	research	research	NOUN
cana-1261	72	8	publications	publication	NOUN
cana-1261	72	9	across	across	ADP
cana-1261	72	10	identified	identify	VERB
cana-1261	72	11	talent	talent	NOUN
cana-1261	72	12	acquisition	acquisition	NOUN
cana-1261	72	13	functions	function	NOUN
cana-1261	72	14	.	.	PUNCT
cana-1261	73	1	the	the	DET
cana-1261	73	2	process	process	NOUN
cana-1261	73	3	begins	begin	VERB
cana-1261	73	4	with	with	ADP
cana-1261	73	5	job	job	NOUN
cana-1261	73	6	description	description	NOUN
cana-1261	73	7	creation	creation	NOUN
cana-1261	73	8	,	,	PUNCT
cana-1261	73	9	candidate	candidate	NOUN
cana-1261	73	10	sourcing	sourcing	NOUN
cana-1261	73	11	,	,	PUNCT
cana-1261	73	12	resume	resume	NOUN
cana-1261	73	13	screening	screening	NOUN
cana-1261	73	14	,	,	PUNCT
cana-1261	73	15	and	and	CCONJ
cana-1261	73	16	skill	skill	NOUN
cana-1261	73	17	assessment	assessment	NOUN
cana-1261	73	18	.	.	PUNCT
cana-1261	74	1	notably	notably	ADV
cana-1261	74	2	,	,	PUNCT
cana-1261	74	3	there	there	PRON
cana-1261	74	4	is	be	VERB
cana-1261	74	5	a	a	DET
cana-1261	74	6	scarcity	scarcity	NOUN
cana-1261	74	7	of	of	ADP
cana-1261	74	8	publications	publication	NOUN
cana-1261	74	9	on	on	ADP
cana-1261	74	10	selection	selection	NOUN
cana-1261	74	11	decisions	decision	NOUN
cana-1261	74	12	and	and	CCONJ
cana-1261	74	13	interviewing	interview	VERB
cana-1261	74	14	.	.	PUNCT
cana-1261	75	1	research	research	NOUN
cana-1261	75	2	in	in	ADP
cana-1261	75	3	candidate	candidate	NOUN
cana-1261	75	4	engagement	engagement	NOUN
cana-1261	75	5	,	,	PUNCT
cana-1261	75	6	employee	employee	NOUN
cana-1261	75	7	retention	retention	NOUN
cana-1261	75	8	prediction	prediction	NOUN
cana-1261	75	9	(	(	PUNCT
cana-1261	75	10	yadav	yadav	NOUN
cana-1261	75	11	,	,	PUNCT
cana-1261	75	12	2018	2018	NUM
cana-1261	75	13	)	)	PUNCT
cana-1261	75	14	,	,	PUNCT
cana-1261	75	15	and	and	CCONJ
cana-1261	75	16	performance	performance	NOUN
cana-1261	75	17	prediction	prediction	NOUN
cana-1261	75	18	have	have	AUX
cana-1261	75	19	significantly	significantly	ADV
cana-1261	75	20	expanded	expand	VERB
cana-1261	75	21	,	,	PUNCT
cana-1261	75	22	reflecting	reflect	VERB
cana-1261	75	23	increased	increase	VERB
cana-1261	75	24	ml	ml	NOUN
cana-1261	75	25	-	-	PUNCT
cana-1261	75	26	based	base	VERB
cana-1261	75	27	research	research	NOUN
cana-1261	75	28	efforts	effort	NOUN
cana-1261	75	29	in	in	ADP
cana-1261	75	30	these	these	DET
cana-1261	75	31	areas	area	NOUN
cana-1261	75	32	(	(	PUNCT
cana-1261	75	33	see	see	VERB
cana-1261	75	34	figure	figure	NOUN
cana-1261	75	35	3	3	NUM
cana-1261	75	36	)	)	PUNCT
cana-1261	75	37	.	.	PUNCT
cana-1261	76	1	section	section	NOUN
cana-1261	76	2	4	4	NUM
cana-1261	76	3	provides	provide	VERB
cana-1261	76	4	detailed	detailed	ADJ
cana-1261	76	5	insights	insight	NOUN
cana-1261	76	6	into	into	ADP
cana-1261	76	7	the	the	DET
cana-1261	76	8	research	research	NOUN
cana-1261	76	9	advancements	advancement	NOUN
cana-1261	76	10	within	within	ADP
cana-1261	76	11	these	these	DET
cana-1261	76	12	ta	ta	PROPN
cana-1261	76	13	functions	function	NOUN
cana-1261	76	14	.	.	PUNCT
cana-1261	77	1	figure	figure	VERB
cana-1261	77	2	2	2	NUM
cana-1261	77	3	:	:	PUNCT
cana-1261	77	4	research	research	NOUN
cana-1261	77	5	contribution	contribution	NOUN
cana-1261	77	6	over	over	ADP
cana-1261	77	7	ta	ta	ADP
cana-1261	77	8	functions	function	NOUN
cana-1261	77	9	and	and	CCONJ
cana-1261	77	10	ml	ml	PROPN
cana-1261	77	11	objectives	objective	NOUN
cana-1261	77	12	figure	figure	VERB
cana-1261	77	13	3	3	NUM
cana-1261	77	14	:	:	PUNCT
cana-1261	77	15	network	network	NOUN
cana-1261	77	16	analysis	analysis	NOUN
cana-1261	77	17	showing	show	VERB
cana-1261	77	18	the	the	DET
cana-1261	77	19	association	association	NOUN
cana-1261	77	20	of	of	ADP
cana-1261	77	21	ml	ml	PROPN
cana-1261	77	22	methods	method	NOUN
cana-1261	77	23	,	,	PUNCT
cana-1261	77	24	algorithms	algorithm	NOUN
cana-1261	77	25	and	and	CCONJ
cana-1261	77	26	ta	ta	PART
cana-1261	77	27	functions	function	VERB
cana-1261	77	28	communications	communication	NOUN
cana-1261	77	29	on	on	ADP
cana-1261	77	30	applied	apply	VERB
cana-1261	77	31	nonlinear	nonlinear	ADJ
cana-1261	77	32	analysis	analysis	NOUN
cana-1261	77	33	issn	issn	NOUN
cana-1261	77	34	:	:	PUNCT
cana-1261	77	35	1074	1074	NUM
cana-1261	77	36	-	-	PUNCT
cana-1261	77	37	133x	133x	NUM
cana-1261	77	38	vol	vol	NOUN
cana-1261	77	39	31	31	NUM
cana-1261	77	40	no	no	NOUN
cana-1261	77	41	.	.	PUNCT
cana-1261	78	1	6s	6s	NUM
cana-1261	78	2	(	(	PUNCT
cana-1261	78	3	2024	2024	NUM
cana-1261	78	4	)	)	PUNCT
cana-1261	78	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	78	6	697	697	NUM
cana-1261	78	7	3.3	3.3	NUM
cana-1261	78	8	methods	method	NOUN
cana-1261	78	9	-	-	PUNCT
cana-1261	78	10	specific	specific	ADJ
cana-1261	78	11	results	result	NOUN
cana-1261	78	12	and	and	CCONJ
cana-1261	78	13	analysis	analysis	NOUN
cana-1261	78	14	this	this	DET
cana-1261	78	15	research	research	NOUN
cana-1261	78	16	delves	delf	NOUN
cana-1261	78	17	into	into	ADP
cana-1261	78	18	applying	apply	VERB
cana-1261	78	19	machine	machine	NOUN
cana-1261	78	20	learning	learning	NOUN
cana-1261	78	21	(	(	PUNCT
cana-1261	78	22	ml	ml	NOUN
cana-1261	78	23	)	)	PUNCT
cana-1261	78	24	methods	method	NOUN
cana-1261	78	25	in	in	ADP
cana-1261	78	26	talent	talent	NOUN
cana-1261	78	27	acquisition	acquisition	NOUN
cana-1261	78	28	(	(	PUNCT
cana-1261	78	29	ta	ta	NOUN
cana-1261	78	30	)	)	PUNCT
cana-1261	78	31	.	.	PUNCT
cana-1261	79	1	our	our	PRON
cana-1261	79	2	findings	finding	NOUN
cana-1261	79	3	are	be	AUX
cana-1261	79	4	structured	structure	VERB
cana-1261	79	5	into	into	ADP
cana-1261	79	6	two	two	NUM
cana-1261	79	7	stages	stage	NOUN
cana-1261	79	8	,	,	PUNCT
cana-1261	79	9	focusing	focus	VERB
cana-1261	79	10	on	on	ADP
cana-1261	79	11	understanding	understand	VERB
cana-1261	79	12	ml	ml	NOUN
cana-1261	79	13	objectives	objective	NOUN
cana-1261	79	14	,	,	PUNCT
cana-1261	79	15	techniques	technique	NOUN
cana-1261	79	16	,	,	PUNCT
cana-1261	79	17	and	and	CCONJ
cana-1261	79	18	algorithms	algorithm	NOUN
cana-1261	79	19	within	within	ADP
cana-1261	79	20	ta	ta	PROPN
cana-1261	79	21	functions	function	NOUN
cana-1261	79	22	.	.	PUNCT
cana-1261	80	1	in	in	ADP
cana-1261	80	2	the	the	DET
cana-1261	80	3	first	first	ADJ
cana-1261	80	4	stage	stage	NOUN
cana-1261	80	5	,	,	PUNCT
cana-1261	80	6	we	we	PRON
cana-1261	80	7	conducted	conduct	VERB
cana-1261	80	8	a	a	DET
cana-1261	80	9	graphical	graphical	ADJ
cana-1261	80	10	analysis	analysis	NOUN
cana-1261	80	11	to	to	PART
cana-1261	80	12	explore	explore	VERB
cana-1261	80	13	various	various	ADJ
cana-1261	80	14	ml	ml	NOUN
cana-1261	80	15	objectives	objective	NOUN
cana-1261	80	16	.	.	PUNCT
cana-1261	81	1	subsequently	subsequently	ADV
cana-1261	81	2	,	,	PUNCT
cana-1261	81	3	in	in	ADP
cana-1261	81	4	the	the	DET
cana-1261	81	5	second	second	ADJ
cana-1261	81	6	stage	stage	NOUN
cana-1261	81	7	,	,	PUNCT
cana-1261	81	8	a	a	DET
cana-1261	81	9	network	network	NOUN
cana-1261	81	10	analysis	analysis	NOUN
cana-1261	81	11	was	be	AUX
cana-1261	81	12	performed	perform	VERB
cana-1261	81	13	to	to	PART
cana-1261	81	14	identify	identify	VERB
cana-1261	81	15	specific	specific	ADJ
cana-1261	81	16	ml	ml	NOUN
cana-1261	81	17	methods	method	NOUN
cana-1261	81	18	and	and	CCONJ
cana-1261	81	19	algorithms	algorithm	NOUN
cana-1261	81	20	used	use	VERB
cana-1261	81	21	across	across	ADP
cana-1261	81	22	ta	ta	ADP
cana-1261	81	23	functions	function	NOUN
cana-1261	81	24	(	(	PUNCT
cana-1261	81	25	see	see	VERB
cana-1261	81	26	figure	figure	NOUN
cana-1261	81	27	3	3	NUM
cana-1261	81	28	)	)	PUNCT
cana-1261	81	29	.	.	PUNCT
cana-1261	82	1	five	five	NUM
cana-1261	82	2	primary	primary	ADJ
cana-1261	82	3	ml	ml	NOUN
cana-1261	82	4	objectives	objective	NOUN
cana-1261	82	5	are	be	AUX
cana-1261	82	6	commonly	commonly	ADV
cana-1261	82	7	employed	employ	VERB
cana-1261	82	8	in	in	ADP
cana-1261	82	9	talent	talent	NOUN
cana-1261	82	10	acquisition	acquisition	NOUN
cana-1261	82	11	(	(	PUNCT
cana-1261	82	12	chalutz	chalutz	PROPN
cana-1261	82	13	ben	ben	PROPN
cana-1261	82	14	-	-	PROPN
cana-1261	82	15	gal	gal	PROPN
cana-1261	82	16	,	,	PUNCT
cana-1261	82	17	2019	2019	NUM
cana-1261	82	18	;	;	PUNCT
cana-1261	82	19	yadav	yadav	NOUN
cana-1261	82	20	,	,	PUNCT
cana-1261	82	21	2018	2018	NUM
cana-1261	82	22	)	)	PUNCT
cana-1261	82	23	,	,	PUNCT
cana-1261	82	24	ranging	range	VERB
cana-1261	82	25	from	from	ADP
cana-1261	82	26	foundational	foundational	ADJ
cana-1261	82	27	to	to	ADP
cana-1261	82	28	advanced	advanced	ADJ
cana-1261	82	29	algorithms	algorithm	NOUN
cana-1261	82	30	:	:	PUNCT
cana-1261	82	31	classification	classification	NOUN
cana-1261	82	32	,	,	PUNCT
cana-1261	82	33	clustering	clustering	NOUN
cana-1261	82	34	,	,	PUNCT
cana-1261	82	35	decision	decision	NOUN
cana-1261	82	36	trees	tree	NOUN
cana-1261	82	37	,	,	PUNCT
cana-1261	82	38	random	random	ADJ
cana-1261	82	39	forests	forest	NOUN
cana-1261	82	40	,	,	PUNCT
cana-1261	82	41	and	and	CCONJ
cana-1261	82	42	neural	neural	ADJ
cana-1261	82	43	networks	network	NOUN
cana-1261	82	44	.	.	PUNCT
cana-1261	83	1	classification	classification	NOUN
cana-1261	83	2	predicts	predict	VERB
cana-1261	83	3	categorical	categorical	ADJ
cana-1261	83	4	labels	label	NOUN
cana-1261	83	5	for	for	ADP
cana-1261	83	6	new	new	ADJ
cana-1261	83	7	data	datum	NOUN
cana-1261	83	8	based	base	VERB
cana-1261	83	9	on	on	ADP
cana-1261	83	10	known	know	VERB
cana-1261	83	11	labels	label	NOUN
cana-1261	83	12	from	from	ADP
cana-1261	83	13	training	train	VERB
cana-1261	83	14	data	datum	NOUN
cana-1261	83	15	.	.	PUNCT
cana-1261	84	1	clustering	cluster	VERB
cana-1261	84	2	groups	group	NOUN
cana-1261	84	3	similar	similar	ADJ
cana-1261	84	4	data	datum	NOUN
cana-1261	84	5	points	point	NOUN
cana-1261	84	6	without	without	ADP
cana-1261	84	7	predefined	predefine	VERB
cana-1261	84	8	labels	label	NOUN
cana-1261	84	9	.	.	PUNCT
cana-1261	85	1	decision	decision	NOUN
cana-1261	85	2	trees	tree	NOUN
cana-1261	85	3	split	split	VERB
cana-1261	85	4	data	datum	NOUN
cana-1261	85	5	into	into	ADP
cana-1261	85	6	branches	branch	NOUN
cana-1261	85	7	based	base	VERB
cana-1261	85	8	on	on	ADP
cana-1261	85	9	feature	feature	NOUN
cana-1261	85	10	values	value	NOUN
cana-1261	85	11	to	to	PART
cana-1261	85	12	make	make	VERB
cana-1261	85	13	decisions	decision	NOUN
cana-1261	85	14	or	or	CCONJ
cana-1261	85	15	predictions	prediction	NOUN
cana-1261	85	16	.	.	PUNCT
cana-1261	86	1	random	random	ADJ
cana-1261	86	2	forests	forest	NOUN
cana-1261	86	3	combine	combine	VERB
cana-1261	86	4	multiple	multiple	ADJ
cana-1261	86	5	decision	decision	NOUN
cana-1261	86	6	trees	tree	NOUN
cana-1261	86	7	to	to	PART
cana-1261	86	8	improve	improve	VERB
cana-1261	86	9	prediction	prediction	NOUN
cana-1261	86	10	accuracy	accuracy	NOUN
cana-1261	86	11	and	and	CCONJ
cana-1261	86	12	avoid	avoid	VERB
cana-1261	86	13	overfitting	overfitte	VERB
cana-1261	86	14	.	.	PUNCT
cana-1261	87	1	neural	neural	ADJ
cana-1261	87	2	networks	network	NOUN
cana-1261	87	3	model	model	NOUN
cana-1261	87	4	complex	complex	ADJ
cana-1261	87	5	relationships	relationship	NOUN
cana-1261	87	6	within	within	ADP
cana-1261	87	7	data	datum	NOUN
cana-1261	87	8	,	,	PUNCT
cana-1261	87	9	which	which	PRON
cana-1261	87	10	is	be	AUX
cana-1261	87	11	suitable	suitable	ADJ
cana-1261	87	12	for	for	ADP
cana-1261	87	13	handling	handle	VERB
cana-1261	87	14	large	large	ADJ
cana-1261	87	15	datasets	dataset	NOUN
cana-1261	87	16	but	but	CCONJ
cana-1261	87	17	less	less	ADV
cana-1261	87	18	interpretable	interpretable	ADJ
cana-1261	87	19	than	than	ADP
cana-1261	87	20	other	other	ADJ
cana-1261	87	21	methods	method	NOUN
cana-1261	87	22	.	.	PUNCT
cana-1261	88	1	our	our	PRON
cana-1261	88	2	review	review	NOUN
cana-1261	88	3	emphasises	emphasise	VERB
cana-1261	88	4	that	that	SCONJ
cana-1261	88	5	effectively	effectively	ADV
cana-1261	88	6	deploying	deploy	VERB
cana-1261	88	7	advanced	advanced	ADJ
cana-1261	88	8	ml	ml	NOUN
cana-1261	88	9	approaches	approach	NOUN
cana-1261	88	10	in	in	ADP
cana-1261	88	11	talent	talent	NOUN
cana-1261	88	12	acquisition	acquisition	NOUN
cana-1261	88	13	often	often	ADV
cana-1261	88	14	requires	require	VERB
cana-1261	88	15	collaboration	collaboration	NOUN
cana-1261	88	16	between	between	ADP
cana-1261	88	17	ta	ta	ADP
cana-1261	88	18	domain	domain	NOUN
cana-1261	88	19	experts	expert	NOUN
cana-1261	88	20	and	and	CCONJ
cana-1261	88	21	ml	ml	ADP
cana-1261	88	22	specialists	specialist	NOUN
cana-1261	88	23	.	.	PUNCT
cana-1261	89	1	this	this	DET
cana-1261	89	2	collaborative	collaborative	ADJ
cana-1261	89	3	effort	effort	NOUN
cana-1261	89	4	is	be	AUX
cana-1261	89	5	crucial	crucial	ADJ
cana-1261	89	6	for	for	ADP
cana-1261	89	7	applying	apply	VERB
cana-1261	89	8	and	and	CCONJ
cana-1261	89	9	integrating	integrate	VERB
cana-1261	89	10	these	these	DET
cana-1261	89	11	methods	method	NOUN
cana-1261	89	12	into	into	ADP
cana-1261	89	13	ta	ta	PROPN
cana-1261	89	14	practices	practice	NOUN
cana-1261	89	15	.	.	PUNCT
cana-1261	90	1	figure	figure	VERB
cana-1261	90	2	3	3	NUM
cana-1261	90	3	illustrates	illustrate	VERB
cana-1261	90	4	that	that	SCONJ
cana-1261	90	5	classification	classification	NOUN
cana-1261	90	6	exhibits	exhibit	VERB
cana-1261	90	7	the	the	DET
cana-1261	90	8	highest	high	ADJ
cana-1261	90	9	centrality	centrality	NOUN
cana-1261	90	10	in	in	ADP
cana-1261	90	11	the	the	DET
cana-1261	90	12	network	network	NOUN
cana-1261	90	13	analysis	analysis	NOUN
cana-1261	90	14	,	,	PUNCT
cana-1261	90	15	indicating	indicate	VERB
cana-1261	90	16	its	its	PRON
cana-1261	90	17	pivotal	pivotal	ADJ
cana-1261	90	18	role	role	NOUN
cana-1261	90	19	in	in	ADP
cana-1261	90	20	resume	resume	NOUN
cana-1261	90	21	screening	screening	NOUN
cana-1261	90	22	,	,	PUNCT
cana-1261	90	23	candidate	candidate	NOUN
cana-1261	90	24	selection	selection	NOUN
cana-1261	90	25	,	,	PUNCT
cana-1261	90	26	skill	skill	NOUN
cana-1261	90	27	assessment	assessment	NOUN
cana-1261	90	28	,	,	PUNCT
cana-1261	90	29	employee	employee	NOUN
cana-1261	90	30	retention	retention	NOUN
cana-1261	90	31	,	,	PUNCT
cana-1261	90	32	and	and	CCONJ
cana-1261	90	33	performance	performance	NOUN
cana-1261	90	34	prediction	prediction	NOUN
cana-1261	90	35	.	.	PUNCT
cana-1261	91	1	decision	decision	NOUN
cana-1261	91	2	trees	tree	NOUN
cana-1261	91	3	follow	follow	VERB
cana-1261	91	4	with	with	ADP
cana-1261	91	5	notable	notable	ADJ
cana-1261	91	6	centrality	centrality	NOUN
cana-1261	91	7	,	,	PUNCT
cana-1261	91	8	valued	value	VERB
cana-1261	91	9	for	for	ADP
cana-1261	91	10	their	their	PRON
cana-1261	91	11	interpretability	interpretability	NOUN
cana-1261	91	12	and	and	CCONJ
cana-1261	91	13	straightforward	straightforward	ADJ
cana-1261	91	14	decision	decision	NOUN
cana-1261	91	15	-	-	PUNCT
cana-1261	91	16	making	make	VERB
cana-1261	91	17	capabilities	capability	NOUN
cana-1261	91	18	based	base	VERB
cana-1261	91	19	on	on	ADP
cana-1261	91	20	data	datum	NOUN
cana-1261	91	21	.	.	PUNCT
cana-1261	92	1	random	random	ADJ
cana-1261	92	2	forests	forest	NOUN
cana-1261	92	3	span	span	VERB
cana-1261	92	4	a	a	DET
cana-1261	92	5	medium	medium	NOUN
cana-1261	92	6	to	to	ADP
cana-1261	92	7	high	high	ADJ
cana-1261	92	8	scope	scope	NOUN
cana-1261	92	9	,	,	PUNCT
cana-1261	92	10	offering	offer	VERB
cana-1261	92	11	robust	robust	ADJ
cana-1261	92	12	predictions	prediction	NOUN
cana-1261	92	13	through	through	ADP
cana-1261	92	14	ensemble	ensemble	ADJ
cana-1261	92	15	learning	learning	NOUN
cana-1261	92	16	.	.	PUNCT
cana-1261	93	1	neural	neural	ADJ
cana-1261	93	2	networks	network	NOUN
cana-1261	93	3	,	,	PUNCT
cana-1261	93	4	though	though	SCONJ
cana-1261	93	5	less	less	ADV
cana-1261	93	6	interpretable	interpretable	ADJ
cana-1261	93	7	,	,	PUNCT
cana-1261	93	8	are	be	AUX
cana-1261	93	9	highly	highly	ADV
cana-1261	93	10	effective	effective	ADJ
cana-1261	93	11	for	for	ADP
cana-1261	93	12	capturing	capture	VERB
cana-1261	93	13	complex	complex	ADJ
cana-1261	93	14	patterns	pattern	NOUN
cana-1261	93	15	in	in	ADP
cana-1261	93	16	data	datum	NOUN
cana-1261	93	17	.	.	PUNCT
cana-1261	94	1	our	our	PRON
cana-1261	94	2	examination	examination	NOUN
cana-1261	94	3	of	of	ADP
cana-1261	94	4	several	several	ADJ
cana-1261	94	5	studies	study	NOUN
cana-1261	94	6	reveals	reveal	VERB
cana-1261	94	7	that	that	SCONJ
cana-1261	94	8	ml	ml	VERB
cana-1261	94	9	algorithms	algorithm	NOUN
cana-1261	94	10	significantly	significantly	ADV
cana-1261	94	11	enhance	enhance	VERB
cana-1261	94	12	efficiency	efficiency	NOUN
cana-1261	94	13	,	,	PUNCT
cana-1261	94	14	accuracy	accuracy	NOUN
cana-1261	94	15	,	,	PUNCT
cana-1261	94	16	and	and	CCONJ
cana-1261	94	17	decision	decision	NOUN
cana-1261	94	18	-	-	PUNCT
cana-1261	94	19	making	making	NOUN
cana-1261	94	20	across	across	ADP
cana-1261	94	21	various	various	ADJ
cana-1261	94	22	ta	ta	PROPN
cana-1261	94	23	functions	function	NOUN
cana-1261	94	24	.	.	PUNCT
cana-1261	95	1	for	for	ADP
cana-1261	95	2	instance	instance	NOUN
cana-1261	95	3	,	,	PUNCT
cana-1261	95	4	in	in	ADP
cana-1261	95	5	resume	resume	NOUN
cana-1261	95	6	screening	screen	VERB
cana-1261	95	7	,	,	PUNCT
cana-1261	95	8	algorithms	algorithm	NOUN
cana-1261	95	9	like	like	ADP
cana-1261	95	10	logistic	logistic	ADJ
cana-1261	95	11	regression	regression	NOUN
cana-1261	95	12	and	and	CCONJ
cana-1261	95	13	support	support	VERB
cana-1261	95	14	vector	vector	NOUN
cana-1261	95	15	machines	machine	NOUN
cana-1261	95	16	automate	automate	VERB
cana-1261	95	17	the	the	DET
cana-1261	95	18	initial	initial	ADJ
cana-1261	95	19	screening	screening	NOUN
cana-1261	95	20	process	process	NOUN
cana-1261	95	21	by	by	ADP
cana-1261	95	22	categorising	categorise	VERB
cana-1261	95	23	resumes	resume	NOUN
cana-1261	95	24	based	base	VERB
cana-1261	95	25	on	on	ADP
cana-1261	95	26	job	job	NOUN
cana-1261	95	27	requirements	requirement	NOUN
cana-1261	95	28	,	,	PUNCT
cana-1261	95	29	thereby	thereby	ADV
cana-1261	95	30	improving	improve	VERB
cana-1261	95	31	candidate	candidate	NOUN
cana-1261	95	32	shortlisting	shortlisting	NOUN
cana-1261	95	33	accuracy	accuracy	NOUN
cana-1261	95	34	.	.	PUNCT
cana-1261	96	1	neural	neural	ADJ
cana-1261	96	2	networks	network	NOUN
cana-1261	96	3	such	such	ADJ
cana-1261	96	4	as	as	ADP
cana-1261	96	5	convolutional	convolutional	ADJ
cana-1261	96	6	neural	neural	ADJ
cana-1261	96	7	networks	network	NOUN
cana-1261	96	8	(	(	PUNCT
cana-1261	96	9	cnns	cnns	PROPN
cana-1261	96	10	)	)	PUNCT
cana-1261	96	11	and	and	CCONJ
cana-1261	96	12	recurrent	recurrent	ADJ
cana-1261	96	13	neural	neural	ADJ
cana-1261	96	14	networks	network	NOUN
cana-1261	96	15	(	(	PUNCT
cana-1261	96	16	rnns	rnns	PROPN
cana-1261	96	17	)	)	PUNCT
cana-1261	96	18	excel	excel	VERB
cana-1261	96	19	in	in	ADP
cana-1261	96	20	processing	process	VERB
cana-1261	96	21	unstructured	unstructured	ADJ
cana-1261	96	22	resume	resume	NOUN
cana-1261	96	23	data	datum	NOUN
cana-1261	96	24	,	,	PUNCT
cana-1261	96	25	identifying	identify	VERB
cana-1261	96	26	nuanced	nuanced	ADJ
cana-1261	96	27	patterns	pattern	NOUN
cana-1261	96	28	that	that	SCONJ
cana-1261	96	29	traditional	traditional	ADJ
cana-1261	96	30	methods	method	NOUN
cana-1261	96	31	may	may	AUX
cana-1261	96	32	overlook	overlook	VERB
cana-1261	96	33	(	(	PUNCT
cana-1261	96	34	sołek	sołek	PROPN
cana-1261	96	35	et	et	PROPN
cana-1261	96	36	al	al	PROPN
cana-1261	96	37	.	.	PROPN
cana-1261	96	38	,	,	PUNCT
cana-1261	96	39	2018	2018	NUM
cana-1261	96	40	)	)	PUNCT
cana-1261	96	41	.	.	PUNCT
cana-1261	97	1	in	in	ADP
cana-1261	97	2	candidate	candidate	NOUN
cana-1261	97	3	sourcing	sourcing	NOUN
cana-1261	97	4	,	,	PUNCT
cana-1261	97	5	clustering	cluster	VERB
cana-1261	97	6	algorithms	algorithm	NOUN
cana-1261	97	7	like	like	ADP
cana-1261	97	8	k	k	NOUN
cana-1261	97	9	-	-	PUNCT
cana-1261	97	10	means	mean	NOUN
cana-1261	97	11	and	and	CCONJ
cana-1261	97	12	hierarchical	hierarchical	ADJ
cana-1261	97	13	clustering	clustering	ADJ
cana-1261	97	14	group	group	NOUN
cana-1261	97	15	candidates	candidate	NOUN
cana-1261	97	16	based	base	VERB
cana-1261	97	17	on	on	ADP
cana-1261	97	18	similar	similar	ADJ
cana-1261	97	19	attributes	attribute	NOUN
cana-1261	97	20	,	,	PUNCT
cana-1261	97	21	facilitating	facilitate	VERB
cana-1261	97	22	targeted	target	VERB
cana-1261	97	23	recruitment	recruitment	NOUN
cana-1261	97	24	strategies	strategy	NOUN
cana-1261	97	25	tailored	tailor	VERB
cana-1261	97	26	to	to	ADP
cana-1261	97	27	organisational	organisational	ADJ
cana-1261	97	28	needs	need	NOUN
cana-1261	97	29	.	.	PUNCT
cana-1261	98	1	for	for	ADP
cana-1261	98	2	selection	selection	NOUN
cana-1261	98	3	decision	decision	NOUN
cana-1261	98	4	-	-	PUNCT
cana-1261	98	5	making	making	NOUN
cana-1261	98	6	,	,	PUNCT
cana-1261	98	7	random	random	ADJ
cana-1261	98	8	forests	forest	NOUN
cana-1261	98	9	aggregate	aggregate	VERB
cana-1261	98	10	predictions	prediction	NOUN
cana-1261	98	11	from	from	ADP
cana-1261	98	12	multiple	multiple	ADJ
cana-1261	98	13	decision	decision	NOUN
cana-1261	98	14	trees	tree	NOUN
cana-1261	98	15	to	to	PART
cana-1261	98	16	provide	provide	VERB
cana-1261	98	17	reliable	reliable	ADJ
cana-1261	98	18	insights	insight	NOUN
cana-1261	98	19	into	into	ADP
cana-1261	98	20	candidate	candidate	NOUN
cana-1261	98	21	suitability	suitability	NOUN
cana-1261	98	22	,	,	PUNCT
cana-1261	98	23	effectively	effectively	ADV
cana-1261	98	24	handling	handle	VERB
cana-1261	98	25	complex	complex	ADJ
cana-1261	98	26	data	datum	NOUN
cana-1261	98	27	relationships	relationship	NOUN
cana-1261	98	28	.	.	PUNCT
cana-1261	99	1	ml	ml	X
cana-1261	99	2	algorithms	algorithm	NOUN
cana-1261	99	3	also	also	ADV
cana-1261	99	4	play	play	VERB
cana-1261	99	5	critical	critical	ADJ
cana-1261	99	6	roles	role	NOUN
cana-1261	99	7	in	in	ADP
cana-1261	99	8	skill	skill	NOUN
cana-1261	99	9	assessment	assessment	NOUN
cana-1261	99	10	by	by	ADP
cana-1261	99	11	establishing	establish	VERB
cana-1261	99	12	decision	decision	NOUN
cana-1261	99	13	rules	rule	NOUN
cana-1261	99	14	and	and	CCONJ
cana-1261	99	15	objectively	objectively	ADV
cana-1261	99	16	evaluating	evaluate	VERB
cana-1261	99	17	candidates	candidate	NOUN
cana-1261	99	18	'	'	PART
cana-1261	99	19	proficiency	proficiency	NOUN
cana-1261	99	20	levels	level	NOUN
cana-1261	99	21	required	require	VERB
cana-1261	99	22	for	for	ADP
cana-1261	99	23	specific	specific	ADJ
cana-1261	99	24	roles	role	NOUN
cana-1261	99	25	.	.	PUNCT
cana-1261	100	1	furthermore	furthermore	ADV
cana-1261	100	2	,	,	PUNCT
cana-1261	100	3	in	in	ADP
cana-1261	100	4	employee	employee	NOUN
cana-1261	100	5	retention	retention	NOUN
cana-1261	100	6	and	and	CCONJ
cana-1261	100	7	performance	performance	NOUN
cana-1261	100	8	prediction	prediction	NOUN
cana-1261	100	9	,	,	PUNCT
cana-1261	100	10	these	these	DET
cana-1261	100	11	algorithms	algorithm	NOUN
cana-1261	100	12	leverage	leverage	VERB
cana-1261	100	13	historical	historical	ADJ
cana-1261	100	14	data	datum	NOUN
cana-1261	100	15	to	to	PART
cana-1261	100	16	forecast	forecast	VERB
cana-1261	100	17	outcomes	outcome	NOUN
cana-1261	100	18	,	,	PUNCT
cana-1261	100	19	identify	identify	VERB
cana-1261	100	20	key	key	ADJ
cana-1261	100	21	influencing	influencing	NOUN
cana-1261	100	22	factors	factor	NOUN
cana-1261	100	23	,	,	PUNCT
cana-1261	100	24	and	and	CCONJ
cana-1261	100	25	support	support	VERB
cana-1261	100	26	proactive	proactive	ADJ
cana-1261	100	27	hr	hr	NOUN
cana-1261	100	28	strategies	strategy	NOUN
cana-1261	100	29	.	.	PUNCT
cana-1261	101	1	while	while	SCONJ
cana-1261	101	2	ml	ml	PROPN
cana-1261	101	3	algorithms	algorithms	PROPN
cana-1261	101	4	empower	empower	PROPN
cana-1261	101	5	data	datum	NOUN
cana-1261	101	6	-	-	PUNCT
cana-1261	101	7	driven	drive	VERB
cana-1261	101	8	decision	decision	NOUN
cana-1261	101	9	-	-	PUNCT
cana-1261	101	10	making	making	NOUN
cana-1261	101	11	in	in	ADP
cana-1261	101	12	talent	talent	NOUN
cana-1261	101	13	acquisition	acquisition	NOUN
cana-1261	101	14	,	,	PUNCT
cana-1261	101	15	it	it	PRON
cana-1261	101	16	is	be	AUX
cana-1261	101	17	crucial	crucial	ADJ
cana-1261	101	18	to	to	PART
cana-1261	101	19	recognise	recognise	VERB
cana-1261	101	20	them	they	PRON
cana-1261	101	21	as	as	ADP
cana-1261	101	22	tools	tool	NOUN
cana-1261	101	23	rather	rather	ADV
cana-1261	101	24	than	than	ADP
cana-1261	101	25	definitive	definitive	ADJ
cana-1261	101	26	solutions	solution	NOUN
cana-1261	101	27	.	.	PUNCT
cana-1261	102	1	they	they	PRON
cana-1261	102	2	assist	assist	VERB
cana-1261	102	3	hr	hr	NOUN
cana-1261	102	4	professionals	professional	NOUN
cana-1261	102	5	in	in	ADP
cana-1261	102	6	making	make	VERB
cana-1261	102	7	communications	communication	NOUN
cana-1261	102	8	on	on	ADP
cana-1261	102	9	applied	apply	VERB
cana-1261	102	10	nonlinear	nonlinear	ADJ
cana-1261	102	11	analysis	analysis	NOUN
cana-1261	102	12	issn	issn	NOUN
cana-1261	102	13	:	:	PUNCT
cana-1261	102	14	1074	1074	NUM
cana-1261	102	15	-	-	PUNCT
cana-1261	102	16	133x	133x	NUM
cana-1261	102	17	vol	vol	NOUN
cana-1261	102	18	31	31	NUM
cana-1261	102	19	no	no	NOUN
cana-1261	102	20	.	.	PUNCT
cana-1261	103	1	6s	6s	NUM
cana-1261	103	2	(	(	PUNCT
cana-1261	103	3	2024	2024	NUM
cana-1261	103	4	)	)	PUNCT
cana-1261	103	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	103	6	698	698	NUM
cana-1261	103	7	informed	inform	VERB
cana-1261	103	8	decisions	decision	NOUN
cana-1261	103	9	aligned	align	VERB
cana-1261	103	10	with	with	ADP
cana-1261	103	11	organisational	organisational	ADJ
cana-1261	103	12	goals	goal	NOUN
cana-1261	103	13	.	.	PUNCT
cana-1261	104	1	however	however	ADV
cana-1261	104	2	,	,	PUNCT
cana-1261	104	3	challenges	challenge	NOUN
cana-1261	104	4	such	such	ADJ
cana-1261	104	5	as	as	ADP
cana-1261	104	6	algorithmic	algorithmic	ADJ
cana-1261	104	7	bias	bias	NOUN
cana-1261	104	8	,	,	PUNCT
cana-1261	104	9	data	datum	NOUN
cana-1261	104	10	privacy	privacy	NOUN
cana-1261	104	11	concerns	concern	NOUN
cana-1261	104	12	,	,	PUNCT
cana-1261	104	13	and	and	CCONJ
cana-1261	104	14	the	the	DET
cana-1261	104	15	need	need	NOUN
cana-1261	104	16	to	to	PART
cana-1261	104	17	keep	keep	VERB
cana-1261	104	18	pace	pace	NOUN
cana-1261	104	19	with	with	ADP
cana-1261	104	20	technological	technological	ADJ
cana-1261	104	21	advancements	advancement	NOUN
cana-1261	104	22	underscore	underscore	VERB
cana-1261	104	23	the	the	DET
cana-1261	104	24	importance	importance	NOUN
cana-1261	104	25	of	of	ADP
cana-1261	104	26	ethical	ethical	ADJ
cana-1261	104	27	considerations	consideration	NOUN
cana-1261	104	28	and	and	CCONJ
cana-1261	104	29	ongoing	ongoing	ADJ
cana-1261	104	30	research	research	NOUN
cana-1261	104	31	to	to	PART
cana-1261	104	32	ensure	ensure	VERB
cana-1261	104	33	responsible	responsible	ADJ
cana-1261	104	34	and	and	CCONJ
cana-1261	104	35	effective	effective	ADJ
cana-1261	104	36	use	use	NOUN
cana-1261	104	37	of	of	ADP
cana-1261	104	38	ml	ml	NOUN
cana-1261	104	39	in	in	ADP
cana-1261	104	40	hr	hr	NOUN
cana-1261	104	41	practices	practice	NOUN
cana-1261	104	42	.	.	PUNCT
cana-1261	105	1	4	4	X
cana-1261	105	2	.	.	X
cana-1261	105	3	detailed	detailed	ADJ
cana-1261	105	4	analysis	analysis	NOUN
cana-1261	105	5	of	of	ADP
cana-1261	105	6	the	the	DET
cana-1261	105	7	results	result	NOUN
cana-1261	105	8	this	this	DET
cana-1261	105	9	section	section	NOUN
cana-1261	105	10	presents	present	VERB
cana-1261	105	11	a	a	DET
cana-1261	105	12	detailed	detailed	ADJ
cana-1261	105	13	overview	overview	NOUN
cana-1261	105	14	of	of	ADP
cana-1261	105	15	the	the	DET
cana-1261	105	16	current	current	ADJ
cana-1261	105	17	state	state	NOUN
cana-1261	105	18	of	of	ADP
cana-1261	105	19	ml	ml	NOUN
cana-1261	105	20	integration	integration	NOUN
cana-1261	105	21	in	in	ADP
cana-1261	105	22	talent	talent	NOUN
cana-1261	105	23	acquisition	acquisition	NOUN
cana-1261	105	24	.	.	PUNCT
cana-1261	106	1	table	table	NOUN
cana-1261	106	2	1	1	NUM
cana-1261	106	3	maps	map	VERB
cana-1261	106	4	the	the	DET
cana-1261	106	5	objectives	objective	NOUN
cana-1261	106	6	for	for	ADP
cana-1261	106	7	ml	ml	NOUN
cana-1261	106	8	applications	application	NOUN
cana-1261	106	9	and	and	CCONJ
cana-1261	106	10	ai	ai	VERB
cana-1261	106	11	tools	tool	NOUN
cana-1261	106	12	in	in	ADP
cana-1261	106	13	each	each	PRON
cana-1261	106	14	ta	ta	AUX
cana-1261	106	15	function	function	VERB
cana-1261	106	16	and	and	CCONJ
cana-1261	106	17	explains	explain	VERB
cana-1261	106	18	them	they	PRON
cana-1261	106	19	briefly	briefly	ADV
cana-1261	106	20	later	later	ADV
cana-1261	106	21	.	.	PUNCT
cana-1261	107	1	4.1	4.1	NUM
cana-1261	107	2	job	job	NOUN
cana-1261	107	3	description	description	NOUN
cana-1261	107	4	creation	creation	NOUN
cana-1261	107	5	previously	previously	ADV
cana-1261	107	6	,	,	PUNCT
cana-1261	107	7	job	job	NOUN
cana-1261	107	8	description	description	NOUN
cana-1261	107	9	creation	creation	NOUN
cana-1261	107	10	was	be	AUX
cana-1261	107	11	straightforward	straightforward	ADJ
cana-1261	107	12	,	,	PUNCT
cana-1261	107	13	primarily	primarily	ADV
cana-1261	107	14	listing	list	VERB
cana-1261	107	15	required	required	ADJ
cana-1261	107	16	qualifications	qualification	NOUN
cana-1261	107	17	,	,	PUNCT
cana-1261	107	18	responsibilities	responsibility	NOUN
cana-1261	107	19	,	,	PUNCT
cana-1261	107	20	and	and	CCONJ
cana-1261	107	21	reporting	report	VERB
cana-1261	107	22	structures	structure	NOUN
cana-1261	107	23	(	(	PUNCT
cana-1261	107	24	huff	huff	NOUN
cana-1261	107	25	-	-	PUNCT
cana-1261	107	26	eibl	eibl	NOUN
cana-1261	107	27	et	et	PROPN
cana-1261	107	28	al	al	PROPN
cana-1261	107	29	.	.	PROPN
cana-1261	107	30	,	,	PUNCT
cana-1261	107	31	2011	2011	NUM
cana-1261	107	32	)	)	PUNCT
cana-1261	107	33	.	.	PUNCT
cana-1261	108	1	it	it	PRON
cana-1261	108	2	relied	rely	VERB
cana-1261	108	3	on	on	ADP
cana-1261	108	4	standardised	standardised	ADJ
cana-1261	108	5	templates	template	NOUN
cana-1261	108	6	and	and	CCONJ
cana-1261	108	7	generic	generic	ADJ
cana-1261	108	8	language	language	NOUN
cana-1261	108	9	,	,	PUNCT
cana-1261	108	10	focusing	focus	VERB
cana-1261	108	11	on	on	ADP
cana-1261	108	12	outlining	outline	VERB
cana-1261	108	13	basic	basic	ADJ
cana-1261	108	14	requirements	requirement	NOUN
cana-1261	108	15	without	without	ADP
cana-1261	108	16	emphasising	emphasise	VERB
cana-1261	108	17	employer	employer	NOUN
cana-1261	108	18	branding	branding	NOUN
cana-1261	108	19	or	or	CCONJ
cana-1261	108	20	attracting	attract	VERB
cana-1261	108	21	diverse	diverse	ADJ
cana-1261	108	22	talent	talent	NOUN
cana-1261	108	23	(	(	PUNCT
cana-1261	108	24	patô	patô	VERB
cana-1261	108	25	,	,	PUNCT
cana-1261	108	26	2015	2015	NUM
cana-1261	108	27	)	)	PUNCT
cana-1261	108	28	.	.	PUNCT
cana-1261	109	1	this	this	DET
cana-1261	109	2	process	process	NOUN
cana-1261	109	3	was	be	AUX
cana-1261	109	4	manual	manual	ADJ
cana-1261	109	5	,	,	PUNCT
cana-1261	109	6	with	with	ADP
cana-1261	109	7	hr	hr	NOUN
cana-1261	109	8	professionals	professional	NOUN
cana-1261	109	9	or	or	CCONJ
cana-1261	109	10	hiring	hire	VERB
cana-1261	109	11	managers	manager	NOUN
cana-1261	109	12	crafting	craft	VERB
cana-1261	109	13	descriptions	description	NOUN
cana-1261	109	14	based	base	VERB
cana-1261	109	15	on	on	ADP
cana-1261	109	16	their	their	PRON
cana-1261	109	17	understanding	understanding	NOUN
cana-1261	109	18	of	of	ADP
cana-1261	109	19	the	the	DET
cana-1261	109	20	role	role	NOUN
cana-1261	109	21	and	and	CCONJ
cana-1261	109	22	industry	industry	NOUN
cana-1261	109	23	norms	norm	NOUN
cana-1261	109	24	.	.	PUNCT
cana-1261	110	1	however	however	ADV
cana-1261	110	2	,	,	PUNCT
cana-1261	110	3	the	the	DET
cana-1261	110	4	advent	advent	NOUN
cana-1261	110	5	of	of	ADP
cana-1261	110	6	machine	machine	NOUN
cana-1261	110	7	learning	learning	NOUN
cana-1261	110	8	has	have	AUX
cana-1261	110	9	transformed	transform	VERB
cana-1261	110	10	this	this	DET
cana-1261	110	11	practice	practice	NOUN
cana-1261	110	12	.	.	PUNCT
cana-1261	111	1	hr	hr	NOUN
cana-1261	111	2	professionals	professional	NOUN
cana-1261	111	3	now	now	ADV
cana-1261	111	4	play	play	VERB
cana-1261	111	5	a	a	DET
cana-1261	111	6	strategic	strategic	ADJ
cana-1261	111	7	role	role	NOUN
cana-1261	111	8	in	in	ADP
cana-1261	111	9	crafting	craft	VERB
cana-1261	111	10	job	job	NOUN
cana-1261	111	11	descriptions	description	NOUN
cana-1261	111	12	,	,	PUNCT
cana-1261	111	13	using	use	VERB
cana-1261	111	14	data	datum	NOUN
cana-1261	111	15	analytics	analytic	NOUN
cana-1261	111	16	to	to	PART
cana-1261	111	17	analyse	analyse	VERB
cana-1261	111	18	application	application	NOUN
cana-1261	111	19	rates	rate	NOUN
cana-1261	111	20	and	and	CCONJ
cana-1261	111	21	candidate	candidate	NOUN
cana-1261	111	22	demographics	demographic	NOUN
cana-1261	111	23	to	to	PART
cana-1261	111	24	refine	refine	VERB
cana-1261	111	25	them	they	PRON
cana-1261	111	26	(	(	PUNCT
cana-1261	111	27	srivastava	srivastava	PROPN
cana-1261	111	28	et	et	PROPN
cana-1261	111	29	al	al	PROPN
cana-1261	111	30	.	.	PROPN
cana-1261	111	31	,	,	PUNCT
cana-1261	111	32	2015b	2015b	NUM
cana-1261	111	33	)	)	PUNCT
cana-1261	111	34	.	.	PUNCT
cana-1261	112	1	notably	notably	ADV
cana-1261	112	2	,	,	PUNCT
cana-1261	112	3	hemalatha	hemalatha	NOUN
cana-1261	112	4	et	et	PROPN
cana-1261	112	5	al	al	PROPN
cana-1261	112	6	.	.	PROPN
cana-1261	112	7	(	(	PUNCT
cana-1261	112	8	2021	2021	NUM
cana-1261	112	9	)	)	PUNCT
cana-1261	112	10	developed	develop	VERB
cana-1261	112	11	an	an	DET
cana-1261	112	12	nlp	nlp	NOUN
cana-1261	112	13	model	model	NOUN
cana-1261	112	14	that	that	PRON
cana-1261	112	15	impacts	impact	VERB
cana-1261	112	16	the	the	DET
cana-1261	112	17	recruitment	recruitment	NOUN
cana-1261	112	18	and	and	CCONJ
cana-1261	112	19	selection	selection	NOUN
cana-1261	112	20	process	process	NOUN
cana-1261	112	21	by	by	ADP
cana-1261	112	22	saving	save	VERB
cana-1261	112	23	time	time	NOUN
cana-1261	112	24	and	and	CCONJ
cana-1261	112	25	costs	cost	NOUN
cana-1261	112	26	,	,	PUNCT
cana-1261	112	27	increasing	increase	VERB
cana-1261	112	28	accuracy	accuracy	NOUN
cana-1261	112	29	,	,	PUNCT
cana-1261	112	30	and	and	CCONJ
cana-1261	112	31	reducing	reduce	VERB
cana-1261	112	32	bias	bias	NOUN
cana-1261	112	33	.	.	PUNCT
cana-1261	113	1	this	this	DET
cana-1261	113	2	model	model	NOUN
cana-1261	113	3	improves	improve	VERB
cana-1261	113	4	work	work	NOUN
cana-1261	113	5	efficiency	efficiency	NOUN
cana-1261	113	6	,	,	PUNCT
cana-1261	113	7	reduces	reduce	VERB
cana-1261	113	8	workload	workload	NOUN
cana-1261	113	9	,	,	PUNCT
cana-1261	113	10	and	and	CCONJ
cana-1261	113	11	enhances	enhance	VERB
cana-1261	113	12	the	the	DET
cana-1261	113	13	candidate	candidate	NOUN
cana-1261	113	14	experience	experience	NOUN
cana-1261	113	15	,	,	PUNCT
cana-1261	113	16	motivating	motivate	VERB
cana-1261	113	17	hr	hr	NOUN
cana-1261	113	18	professionals	professional	NOUN
cana-1261	113	19	to	to	PART
cana-1261	113	20	adopt	adopt	VERB
cana-1261	113	21	machine	machine	NOUN
cana-1261	113	22	learning	learning	NOUN
cana-1261	113	23	in	in	ADP
cana-1261	113	24	their	their	PRON
cana-1261	113	25	practices	practice	NOUN
cana-1261	113	26	.	.	PUNCT
cana-1261	114	1	4.2	4.2	NUM
cana-1261	114	2	sourcing	source	VERB
cana-1261	114	3	candidates	candidate	NOUN
cana-1261	114	4	historically	historically	ADV
cana-1261	114	5	,	,	PUNCT
cana-1261	114	6	candidate	candidate	NOUN
cana-1261	114	7	sourcing	sourcing	NOUN
cana-1261	114	8	was	be	AUX
cana-1261	114	9	manual	manual	ADJ
cana-1261	114	10	,	,	PUNCT
cana-1261	114	11	relying	rely	VERB
cana-1261	114	12	on	on	ADP
cana-1261	114	13	methods	method	NOUN
cana-1261	114	14	like	like	ADP
cana-1261	114	15	newspaper	newspaper	NOUN
cana-1261	114	16	ads	ad	NOUN
cana-1261	114	17	,	,	PUNCT
cana-1261	114	18	job	job	NOUN
cana-1261	114	19	fairs	fair	NOUN
cana-1261	114	20	,	,	PUNCT
cana-1261	114	21	and	and	CCONJ
cana-1261	114	22	recommendations	recommendation	NOUN
cana-1261	114	23	(	(	PUNCT
cana-1261	114	24	slowinskim	slowinskim	PROPN
cana-1261	114	25	et	et	PROPN
cana-1261	114	26	al	al	PROPN
cana-1261	114	27	.	.	PROPN
cana-1261	114	28	,	,	PUNCT
cana-1261	114	29	2009).recruitment	2009).recruitment	NUM
cana-1261	114	30	agencies	agency	NOUN
cana-1261	114	31	were	be	AUX
cana-1261	114	32	pivotal	pivotal	ADJ
cana-1261	114	33	in	in	ADP
cana-1261	114	34	the	the	DET
cana-1261	114	35	past	past	NOUN
cana-1261	114	36	,	,	PUNCT
cana-1261	114	37	playing	play	VERB
cana-1261	114	38	a	a	DET
cana-1261	114	39	crucial	crucial	ADJ
cana-1261	114	40	role	role	NOUN
cana-1261	114	41	in	in	ADP
cana-1261	114	42	the	the	DET
cana-1261	114	43	candidate	candidate	NOUN
cana-1261	114	44	sourcing	sourcing	NOUN
cana-1261	114	45	process	process	NOUN
cana-1261	114	46	.	.	PUNCT
cana-1261	115	1	however	however	ADV
cana-1261	115	2	,	,	PUNCT
cana-1261	115	3	this	this	DET
cana-1261	115	4	process	process	NOUN
cana-1261	115	5	was	be	AUX
cana-1261	115	6	time	time	NOUN
cana-1261	115	7	-	-	PUNCT
cana-1261	115	8	consuming	consume	VERB
cana-1261	115	9	and	and	CCONJ
cana-1261	115	10	limited	limit	VERB
cana-1261	115	11	by	by	ADP
cana-1261	115	12	geographical	geographical	ADJ
cana-1261	115	13	constraints	constraint	NOUN
cana-1261	115	14	(	(	PUNCT
cana-1261	115	15	kamal	kamal	PROPN
cana-1261	115	16	et	et	PROPN
cana-1261	115	17	al	al	PROPN
cana-1261	115	18	.	.	PROPN
cana-1261	115	19	,	,	PUNCT
cana-1261	115	20	2021	2021	NUM
cana-1261	115	21	)	)	PUNCT
cana-1261	115	22	.	.	PUNCT
cana-1261	116	1	today	today	NOUN
cana-1261	116	2	,	,	PUNCT
cana-1261	116	3	candidate	candidate	NOUN
cana-1261	116	4	sourcing	sourcing	NOUN
cana-1261	116	5	is	be	AUX
cana-1261	116	6	a	a	DET
cana-1261	116	7	sophisticated	sophisticated	ADJ
cana-1261	116	8	,	,	PUNCT
cana-1261	116	9	data	data	NOUN
cana-1261	116	10	-	-	PUNCT
cana-1261	116	11	driven	drive	VERB
cana-1261	116	12	process	process	NOUN
cana-1261	116	13	,	,	PUNCT
cana-1261	116	14	leveraging	leverage	VERB
cana-1261	116	15	social	social	ADJ
cana-1261	116	16	media	medium	NOUN
cana-1261	116	17	platforms	platform	NOUN
cana-1261	116	18	like	like	ADP
cana-1261	116	19	linkedin	linkedin	NOUN
cana-1261	116	20	and	and	CCONJ
cana-1261	116	21	facebook	facebook	NOUN
cana-1261	116	22	to	to	PART
cana-1261	116	23	access	access	VERB
cana-1261	116	24	a	a	DET
cana-1261	116	25	global	global	ADJ
cana-1261	116	26	talent	talent	NOUN
cana-1261	116	27	pool	pool	NOUN
cana-1261	116	28	.	.	PUNCT
cana-1261	117	1	applicant	applicant	ADJ
cana-1261	117	2	tracking	tracking	NOUN
cana-1261	117	3	systems	system	NOUN
cana-1261	117	4	(	(	PUNCT
cana-1261	117	5	ats	ats	PROPN
cana-1261	117	6	)	)	PUNCT
cana-1261	117	7	automate	automate	NOUN
cana-1261	117	8	sourcing	sourcing	NOUN
cana-1261	117	9	,	,	PUNCT
cana-1261	117	10	enhancing	enhance	VERB
cana-1261	117	11	the	the	DET
cana-1261	117	12	candidate	candidate	NOUN
cana-1261	117	13	experience	experience	NOUN
cana-1261	117	14	,	,	PUNCT
cana-1261	117	15	while	while	SCONJ
cana-1261	117	16	recruitment	recruitment	NOUN
cana-1261	117	17	marketing	marketing	NOUN
cana-1261	117	18	and	and	CCONJ
cana-1261	117	19	data	datum	NOUN
cana-1261	117	20	analytics	analytic	NOUN
cana-1261	117	21	identify	identify	VERB
cana-1261	117	22	effective	effective	ADJ
cana-1261	117	23	sourcing	sourcing	NOUN
cana-1261	117	24	channels	channel	NOUN
cana-1261	117	25	.	.	PUNCT
cana-1261	118	1	however	however	ADV
cana-1261	118	2	,	,	PUNCT
cana-1261	118	3	while	while	SCONJ
cana-1261	118	4	technology	technology	NOUN
cana-1261	118	5	aids	aid	VERB
cana-1261	118	6	in	in	ADP
cana-1261	118	7	identifying	identify	VERB
cana-1261	118	8	candidates	candidate	NOUN
cana-1261	118	9	,	,	PUNCT
cana-1261	118	10	it	it	PRON
cana-1261	118	11	is	be	AUX
cana-1261	118	12	essential	essential	ADJ
cana-1261	118	13	to	to	PART
cana-1261	118	14	remember	remember	VERB
cana-1261	118	15	that	that	SCONJ
cana-1261	118	16	human	human	ADJ
cana-1261	118	17	expertise	expertise	NOUN
cana-1261	118	18	remains	remain	VERB
cana-1261	118	19	crucial	crucial	ADJ
cana-1261	118	20	for	for	ADP
cana-1261	118	21	final	final	ADJ
cana-1261	118	22	decisions	decision	NOUN
cana-1261	118	23	,	,	PUNCT
cana-1261	118	24	making	make	VERB
cana-1261	118	25	each	each	DET
cana-1261	118	26	recruiter	recruiter	VERB
cana-1261	118	27	an	an	DET
cana-1261	118	28	integral	integral	ADJ
cana-1261	118	29	part	part	NOUN
cana-1261	118	30	of	of	ADP
cana-1261	118	31	the	the	DET
cana-1261	118	32	process	process	NOUN
cana-1261	118	33	(	(	PUNCT
cana-1261	118	34	walford	walford	NOUN
cana-1261	118	35	et	et	PROPN
cana-1261	118	36	al	al	PROPN
cana-1261	118	37	.	.	PROPN
cana-1261	118	38	,	,	PUNCT
cana-1261	119	1	2018).looking	2018).looke	VERB
cana-1261	119	2	ahead	ahead	ADV
cana-1261	119	3	,	,	PUNCT
cana-1261	119	4	the	the	DET
cana-1261	119	5	future	future	NOUN
cana-1261	119	6	of	of	ADP
cana-1261	119	7	candidate	candidate	NOUN
cana-1261	119	8	sourcing	sourcing	NOUN
cana-1261	119	9	is	be	AUX
cana-1261	119	10	promising	promise	VERB
cana-1261	119	11	.	.	PUNCT
cana-1261	120	1	predictive	predictive	ADJ
cana-1261	120	2	analytics	analytic	NOUN
cana-1261	120	3	,	,	PUNCT
cana-1261	120	4	ai	ai	VERB
cana-1261	120	5	tools	tool	NOUN
cana-1261	120	6	,	,	PUNCT
cana-1261	120	7	vr	vr	PROPN
cana-1261	120	8	/	/	SYM
cana-1261	120	9	ar	ar	NOUN
cana-1261	120	10	for	for	ADP
cana-1261	120	11	job	job	NOUN
cana-1261	120	12	previews	preview	NOUN
cana-1261	120	13	,	,	PUNCT
cana-1261	120	14	and	and	CCONJ
cana-1261	120	15	blockchain	blockchain	NOUN
cana-1261	120	16	for	for	ADP
cana-1261	120	17	credential	credential	ADJ
cana-1261	120	18	verification	verification	NOUN
cana-1261	120	19	are	be	AUX
cana-1261	120	20	set	set	VERB
cana-1261	120	21	to	to	PART
cana-1261	120	22	revolutionise	revolutionise	VERB
cana-1261	120	23	the	the	DET
cana-1261	120	24	process	process	NOUN
cana-1261	120	25	.	.	PUNCT
cana-1261	121	1	these	these	DET
cana-1261	121	2	technologies	technology	NOUN
cana-1261	121	3	will	will	AUX
cana-1261	121	4	further	far	ADV
cana-1261	121	5	enhance	enhance	VERB
cana-1261	121	6	the	the	DET
cana-1261	121	7	candidate	candidate	NOUN
cana-1261	121	8	experience	experience	NOUN
cana-1261	121	9	and	and	CCONJ
cana-1261	121	10	streamline	streamline	VERB
cana-1261	121	11	the	the	DET
cana-1261	121	12	sourcing	sourcing	NOUN
cana-1261	121	13	process	process	NOUN
cana-1261	121	14	.	.	PUNCT
cana-1261	122	1	(	(	PUNCT
cana-1261	122	2	m.	m.	NOUN
cana-1261	122	3	m.	m.	PROPN
cana-1261	122	4	h.	h.	PROPN
cana-1261	122	5	onik	onik	PROPN
cana-1261	122	6	,	,	PUNCT
cana-1261	122	7	2018	2018	NUM
cana-1261	122	8	)	)	PUNCT
cana-1261	122	9	,	,	PUNCT
cana-1261	122	10	emphasising	emphasise	VERB
cana-1261	122	11	personalised	personalised	ADJ
cana-1261	122	12	experiences	experience	NOUN
cana-1261	122	13	and	and	CCONJ
cana-1261	122	14	employer	employer	NOUN
cana-1261	122	15	branding	branding	NOUN
cana-1261	122	16	.	.	PUNCT
cana-1261	123	1	this	this	DET
cana-1261	123	2	evolution	evolution	NOUN
cana-1261	123	3	mirrors	mirror	VERB
cana-1261	123	4	broader	broad	ADJ
cana-1261	123	5	technological	technological	ADJ
cana-1261	123	6	and	and	CCONJ
cana-1261	123	7	globalisation	globalisation	NOUN
cana-1261	123	8	trends	trend	NOUN
cana-1261	123	9	,	,	PUNCT
cana-1261	123	10	making	make	VERB
cana-1261	123	11	candidate	candidate	NOUN
cana-1261	123	12	sourcing	source	VERB
cana-1261	123	13	more	more	ADV
cana-1261	123	14	efficient	efficient	ADJ
cana-1261	123	15	,	,	PUNCT
cana-1261	123	16	data	datum	NOUN
cana-1261	123	17	-	-	PUNCT
cana-1261	123	18	driven	drive	VERB
cana-1261	123	19	,	,	PUNCT
cana-1261	123	20	and	and	CCONJ
cana-1261	123	21	candidate	candidate	NOUN
cana-1261	123	22	-	-	PUNCT
cana-1261	123	23	centric	centric	NOUN
cana-1261	123	24	(	(	PUNCT
cana-1261	123	25	phillips	phillip	NOUN
cana-1261	123	26	et	et	PROPN
cana-1261	123	27	al	al	PROPN
cana-1261	123	28	.	.	PROPN
cana-1261	123	29	,	,	PUNCT
cana-1261	123	30	2016	2016	NUM
cana-1261	123	31	)	)	PUNCT
cana-1261	123	32	.	.	PUNCT
cana-1261	124	1	communications	communication	NOUN
cana-1261	124	2	on	on	ADP
cana-1261	124	3	applied	apply	VERB
cana-1261	124	4	nonlinear	nonlinear	ADJ
cana-1261	124	5	analysis	analysis	NOUN
cana-1261	124	6	issn	issn	NOUN
cana-1261	124	7	:	:	PUNCT
cana-1261	124	8	1074	1074	NUM
cana-1261	124	9	-	-	PUNCT
cana-1261	124	10	133x	133x	NUM
cana-1261	124	11	vol	vol	NOUN
cana-1261	124	12	31	31	NUM
cana-1261	124	13	no	no	NOUN
cana-1261	124	14	.	.	PUNCT
cana-1261	125	1	6s	6s	NUM
cana-1261	125	2	(	(	PUNCT
cana-1261	125	3	2024	2024	NUM
cana-1261	125	4	)	)	PUNCT
cana-1261	125	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	125	6	699	699	NUM
cana-1261	125	7	4.3	4.3	NUM
cana-1261	125	8	resume	resume	NOUN
cana-1261	125	9	screening	screen	VERB
cana-1261	125	10	the	the	DET
cana-1261	125	11	traditional	traditional	ADJ
cana-1261	125	12	resume	resume	NOUN
cana-1261	125	13	is	be	AUX
cana-1261	125	14	evolving	evolve	VERB
cana-1261	125	15	,	,	PUNCT
cana-1261	125	16	and	and	CCONJ
cana-1261	125	17	ml	ml	X
cana-1261	125	18	promises	promise	NOUN
cana-1261	125	19	to	to	PART
cana-1261	125	20	automate	automate	VERB
cana-1261	125	21	the	the	DET
cana-1261	125	22	initial	initial	ADJ
cana-1261	125	23	screening	screening	NOUN
cana-1261	125	24	process	process	NOUN
cana-1261	125	25	significantly	significantly	ADV
cana-1261	125	26	and	and	CCONJ
cana-1261	125	27	reduce	reduce	VERB
cana-1261	125	28	the	the	DET
cana-1261	125	29	time	time	NOUN
cana-1261	125	30	required	require	VERB
cana-1261	125	31	to	to	PART
cana-1261	125	32	review	review	VERB
cana-1261	125	33	resumes	resume	NOUN
cana-1261	125	34	(	(	PUNCT
cana-1261	125	35	vedapradha	vedapradha	PROPN
cana-1261	125	36	et	et	PROPN
cana-1261	125	37	al	al	PROPN
cana-1261	125	38	.	.	PROPN
cana-1261	125	39	,	,	PUNCT
cana-1261	125	40	2019	2019	NUM
cana-1261	125	41	)	)	PUNCT
cana-1261	125	42	.	.	PUNCT
cana-1261	126	1	the	the	DET
cana-1261	126	2	review	review	NOUN
cana-1261	126	3	shows	show	VERB
cana-1261	126	4	that	that	SCONJ
cana-1261	126	5	ml	ml	PROPN
cana-1261	126	6	can	can	AUX
cana-1261	126	7	handle	handle	VERB
cana-1261	126	8	large	large	ADJ
cana-1261	126	9	volumes	volume	NOUN
cana-1261	126	10	of	of	ADP
cana-1261	126	11	resumes	resume	NOUN
cana-1261	126	12	quickly	quickly	ADV
cana-1261	126	13	and	and	CCONJ
cana-1261	126	14	efficiently	efficiently	ADV
cana-1261	126	15	,	,	PUNCT
cana-1261	126	16	ensuring	ensure	VERB
cana-1261	126	17	every	every	DET
cana-1261	126	18	candidate	candidate	NOUN
cana-1261	126	19	is	be	AUX
cana-1261	126	20	noticed	notice	VERB
cana-1261	126	21	due	due	ADJ
cana-1261	126	22	to	to	ADP
cana-1261	126	23	capacity	capacity	NOUN
cana-1261	126	24	constraints	constraint	NOUN
cana-1261	126	25	.	.	PUNCT
cana-1261	127	1	furthermore	furthermore	ADV
cana-1261	127	2	,	,	PUNCT
cana-1261	127	3	palashikar	palashikar	NOUN
cana-1261	127	4	and	and	CCONJ
cana-1261	127	5	his	his	PRON
cana-1261	127	6	team	team	NOUN
cana-1261	127	7	(	(	PUNCT
cana-1261	127	8	srivastava	srivastava	PROPN
cana-1261	127	9	et	et	PROPN
cana-1261	127	10	al	al	PROPN
cana-1261	127	11	.	.	PROPN
cana-1261	127	12	,	,	PUNCT
cana-1261	127	13	2015a	2015a	NUM
cana-1261	127	14	)	)	PUNCT
cana-1261	127	15	utilised	utilise	VERB
cana-1261	127	16	attributes	attribute	NOUN
cana-1261	127	17	from	from	ADP
cana-1261	127	18	candidates	candidate	NOUN
cana-1261	127	19	'	'	PART
cana-1261	127	20	resumes	resume	NOUN
cana-1261	127	21	through	through	ADP
cana-1261	127	22	the	the	DET
cana-1261	127	23	resume	resume	NOUN
cana-1261	127	24	information	information	NOUN
cana-1261	127	25	extractor	extractor	NOUN
cana-1261	127	26	(	(	PUNCT
cana-1261	127	27	rinx	rinx	NOUN
cana-1261	127	28	)	)	PUNCT
cana-1261	127	29	.	.	PUNCT
cana-1261	128	1	they	they	PRON
cana-1261	128	2	planned	plan	VERB
cana-1261	128	3	to	to	PART
cana-1261	128	4	incorporate	incorporate	VERB
cana-1261	128	5	information	information	NOUN
cana-1261	128	6	from	from	ADP
cana-1261	128	7	various	various	ADJ
cana-1261	128	8	online	online	ADJ
cana-1261	128	9	and	and	CCONJ
cana-1261	128	10	social	social	ADJ
cana-1261	128	11	platforms	platform	NOUN
cana-1261	128	12	to	to	PART
cana-1261	128	13	assess	assess	VERB
cana-1261	128	14	technical	technical	ADJ
cana-1261	128	15	and	and	CCONJ
cana-1261	128	16	domain	domain	NOUN
cana-1261	128	17	skills	skill	NOUN
cana-1261	128	18	using	use	VERB
cana-1261	128	19	extraction	extraction	NOUN
cana-1261	128	20	tools	tool	NOUN
cana-1261	128	21	.	.	PUNCT
cana-1261	129	1	researchers	researcher	NOUN
cana-1261	129	2	and	and	CCONJ
cana-1261	129	3	developers	developer	NOUN
cana-1261	129	4	are	be	AUX
cana-1261	129	5	actively	actively	ADV
cana-1261	129	6	developing	develop	VERB
cana-1261	129	7	techniques	technique	NOUN
cana-1261	129	8	to	to	PART
cana-1261	129	9	detect	detect	VERB
cana-1261	129	10	and	and	CCONJ
cana-1261	129	11	mitigate	mitigate	VERB
cana-1261	129	12	biases	bias	NOUN
cana-1261	129	13	,	,	PUNCT
cana-1261	129	14	ensuring	ensure	VERB
cana-1261	129	15	the	the	DET
cana-1261	129	16	ethical	ethical	ADJ
cana-1261	129	17	application	application	NOUN
cana-1261	129	18	of	of	ADP
cana-1261	129	19	these	these	DET
cana-1261	129	20	technologies	technology	NOUN
cana-1261	129	21	in	in	ADP
cana-1261	129	22	hr	hr	NOUN
cana-1261	129	23	practices	practice	NOUN
cana-1261	129	24	(	(	PUNCT
cana-1261	129	25	vedapradha	vedapradha	PROPN
cana-1261	129	26	et	et	PROPN
cana-1261	129	27	al	al	PROPN
cana-1261	129	28	.	.	PROPN
cana-1261	129	29	,	,	PUNCT
cana-1261	129	30	2019	2019	NUM
cana-1261	129	31	)	)	PUNCT
cana-1261	129	32	.	.	PUNCT
cana-1261	130	1	4.4	4.4	NUM
cana-1261	130	2	skill	skill	NOUN
cana-1261	130	3	assessment	assessment	NOUN
cana-1261	130	4	the	the	DET
cana-1261	130	5	evolution	evolution	NOUN
cana-1261	130	6	of	of	ADP
cana-1261	130	7	skills	skill	NOUN
cana-1261	130	8	assessment	assessment	NOUN
cana-1261	130	9	through	through	ADP
cana-1261	130	10	machine	machine	NOUN
cana-1261	130	11	learning	learning	NOUN
cana-1261	130	12	(	(	PUNCT
cana-1261	130	13	ml	ml	NOUN
cana-1261	130	14	)	)	PUNCT
cana-1261	130	15	has	have	AUX
cana-1261	130	16	shifted	shift	VERB
cana-1261	130	17	from	from	ADP
cana-1261	130	18	traditional	traditional	ADJ
cana-1261	130	19	,	,	PUNCT
cana-1261	130	20	manual	manual	ADJ
cana-1261	130	21	methods	method	NOUN
cana-1261	130	22	to	to	ADP
cana-1261	130	23	data	data	NOUN
cana-1261	130	24	-	-	PUNCT
cana-1261	130	25	driven	drive	VERB
cana-1261	130	26	,	,	PUNCT
cana-1261	130	27	automated	automate	VERB
cana-1261	130	28	approaches	approach	NOUN
cana-1261	130	29	.	.	PUNCT
cana-1261	131	1	integrating	integrate	VERB
cana-1261	131	2	ml	ml	NOUN
cana-1261	131	3	and	and	CCONJ
cana-1261	131	4	natural	natural	ADJ
cana-1261	131	5	language	language	NOUN
cana-1261	131	6	processing	processing	NOUN
cana-1261	131	7	(	(	PUNCT
cana-1261	131	8	nlp	nlp	NOUN
cana-1261	131	9	)	)	PUNCT
cana-1261	131	10	algorithms	algorithm	NOUN
cana-1261	131	11	enables	enable	VERB
cana-1261	131	12	the	the	DET
cana-1261	131	13	analysis	analysis	NOUN
cana-1261	131	14	of	of	ADP
cana-1261	131	15	vast	vast	ADJ
cana-1261	131	16	amounts	amount	NOUN
cana-1261	131	17	of	of	ADP
cana-1261	131	18	data	datum	NOUN
cana-1261	131	19	from	from	ADP
cana-1261	131	20	resumes	resume	NOUN
cana-1261	131	21	,	,	PUNCT
cana-1261	131	22	online	online	ADJ
cana-1261	131	23	profiles	profile	NOUN
cana-1261	131	24	,	,	PUNCT
cana-1261	131	25	and	and	CCONJ
cana-1261	131	26	performance	performance	NOUN
cana-1261	131	27	metrics	metric	NOUN
cana-1261	131	28	,	,	PUNCT
cana-1261	131	29	leading	lead	VERB
cana-1261	131	30	to	to	ADP
cana-1261	131	31	more	more	ADV
cana-1261	131	32	accurate	accurate	ADJ
cana-1261	131	33	and	and	CCONJ
cana-1261	131	34	objective	objective	ADJ
cana-1261	131	35	skill	skill	NOUN
cana-1261	131	36	assessments	assessment	NOUN
cana-1261	131	37	(	(	PUNCT
cana-1261	131	38	hemalatha	hemalatha	NOUN
cana-1261	131	39	et	et	PROPN
cana-1261	131	40	al	al	PROPN
cana-1261	131	41	.	.	PROPN
cana-1261	131	42	,	,	PUNCT
cana-1261	131	43	2021	2021	NUM
cana-1261	131	44	)	)	PUNCT
cana-1261	131	45	.	.	PUNCT
cana-1261	132	1	companies	company	NOUN
cana-1261	132	2	now	now	ADV
cana-1261	132	3	use	use	VERB
cana-1261	132	4	ml	ml	NOUN
cana-1261	132	5	to	to	PART
cana-1261	132	6	evaluate	evaluate	VERB
cana-1261	132	7	coding	coding	NOUN
cana-1261	132	8	skills	skill	NOUN
cana-1261	132	9	through	through	ADP
cana-1261	132	10	automated	automate	VERB
cana-1261	132	11	code	code	NOUN
cana-1261	132	12	analysis	analysis	NOUN
cana-1261	132	13	,	,	PUNCT
cana-1261	132	14	scoring	scoring	NOUN
cana-1261	132	15	,	,	PUNCT
cana-1261	132	16	and	and	CCONJ
cana-1261	132	17	performance	performance	NOUN
cana-1261	132	18	benchmarking	benchmarke	VERB
cana-1261	132	19	,	,	PUNCT
cana-1261	132	20	providing	provide	VERB
cana-1261	132	21	immediate	immediate	ADJ
cana-1261	132	22	feedback	feedback	NOUN
cana-1261	132	23	and	and	CCONJ
cana-1261	132	24	detailed	detailed	ADJ
cana-1261	132	25	insights	insight	NOUN
cana-1261	132	26	,	,	PUNCT
cana-1261	132	27	which	which	PRON
cana-1261	132	28	enhances	enhance	VERB
cana-1261	132	29	efficiency	efficiency	NOUN
cana-1261	132	30	and	and	CCONJ
cana-1261	132	31	objectivity	objectivity	NOUN
cana-1261	132	32	(	(	PUNCT
cana-1261	132	33	karacay	karacay	NOUN
cana-1261	132	34	,	,	PUNCT
cana-1261	132	35	2018a	2018a	NUM
cana-1261	132	36	)	)	PUNCT
cana-1261	132	37	.	.	PUNCT
cana-1261	133	1	researchers	researcher	NOUN
cana-1261	133	2	are	be	AUX
cana-1261	133	3	also	also	ADV
cana-1261	133	4	developing	develop	VERB
cana-1261	133	5	techniques	technique	NOUN
cana-1261	133	6	to	to	PART
cana-1261	133	7	detect	detect	VERB
cana-1261	133	8	and	and	CCONJ
cana-1261	133	9	mitigate	mitigate	VERB
cana-1261	133	10	biases	bias	NOUN
cana-1261	133	11	in	in	ADP
cana-1261	133	12	training	training	NOUN
cana-1261	133	13	data	datum	NOUN
cana-1261	133	14	and	and	CCONJ
cana-1261	133	15	algorithms	algorithm	NOUN
cana-1261	133	16	to	to	PART
cana-1261	133	17	ensure	ensure	VERB
cana-1261	133	18	ethical	ethical	ADJ
cana-1261	133	19	application	application	NOUN
cana-1261	133	20	in	in	ADP
cana-1261	133	21	hr	hr	NOUN
cana-1261	133	22	practices	practice	NOUN
cana-1261	133	23	.	.	PUNCT
cana-1261	134	1	ml	ml	AUX
cana-1261	134	2	algorithms	algorithm	NOUN
cana-1261	134	3	in	in	ADP
cana-1261	134	4	skill	skill	NOUN
cana-1261	134	5	assessment	assessment	NOUN
cana-1261	134	6	utilise	utilise	VERB
cana-1261	134	7	advanced	advanced	ADJ
cana-1261	134	8	techniques	technique	NOUN
cana-1261	134	9	such	such	ADJ
cana-1261	134	10	as	as	ADP
cana-1261	134	11	classification	classification	NOUN
cana-1261	134	12	(	(	PUNCT
cana-1261	134	13	e.g.	e.g.	ADV
cana-1261	134	14	,	,	PUNCT
cana-1261	134	15	logistic	logistic	ADJ
cana-1261	134	16	regression	regression	NOUN
cana-1261	134	17	,	,	PUNCT
cana-1261	134	18	svm	svm	PROPN
cana-1261	134	19	)	)	PUNCT
cana-1261	134	20	,	,	PUNCT
cana-1261	134	21	nlp	nlp	NOUN
cana-1261	134	22	for	for	ADP
cana-1261	134	23	analysing	analyse	VERB
cana-1261	134	24	textual	textual	ADJ
cana-1261	134	25	data	datum	NOUN
cana-1261	134	26	,	,	PUNCT
cana-1261	134	27	deep	deep	ADJ
cana-1261	134	28	learning	learning	NOUN
cana-1261	134	29	models	model	NOUN
cana-1261	134	30	like	like	ADP
cana-1261	134	31	cnns	cnn	NOUN
cana-1261	134	32	and	and	CCONJ
cana-1261	134	33	rnns	rnn	NOUN
cana-1261	134	34	for	for	ADP
cana-1261	134	35	processing	process	VERB
cana-1261	134	36	unstructured	unstructured	ADJ
cana-1261	134	37	data	datum	NOUN
cana-1261	134	38	,	,	PUNCT
cana-1261	134	39	and	and	CCONJ
cana-1261	134	40	clustering	cluster	VERB
cana-1261	134	41	methods	method	NOUN
cana-1261	134	42	such	such	ADJ
cana-1261	134	43	as	as	ADP
cana-1261	134	44	kmeans	kmean	NOUN
cana-1261	134	45	.	.	PUNCT
cana-1261	135	1	these	these	DET
cana-1261	135	2	algorithms	algorithm	NOUN
cana-1261	135	3	objectively	objectively	ADV
cana-1261	135	4	evaluate	evaluate	VERB
cana-1261	135	5	candidates	candidate	NOUN
cana-1261	135	6	'	'	PART
cana-1261	135	7	skills	skill	NOUN
cana-1261	135	8	,	,	PUNCT
cana-1261	135	9	aiding	aid	VERB
cana-1261	135	10	hr	hr	NOUN
cana-1261	135	11	in	in	ADP
cana-1261	135	12	making	make	VERB
cana-1261	135	13	informed	informed	ADJ
cana-1261	135	14	hiring	hiring	NOUN
cana-1261	135	15	decisions	decision	NOUN
cana-1261	135	16	aligned	align	VERB
cana-1261	135	17	with	with	ADP
cana-1261	135	18	organisational	organisational	ADJ
cana-1261	135	19	needs	need	NOUN
cana-1261	135	20	and	and	CCONJ
cana-1261	135	21	enhancing	enhance	VERB
cana-1261	135	22	talent	talent	NOUN
cana-1261	135	23	management	management	NOUN
cana-1261	135	24	practices	practice	NOUN
cana-1261	135	25	.	.	PUNCT
cana-1261	136	1	advancements	advancement	NOUN
cana-1261	136	2	in	in	ADP
cana-1261	136	3	ml	ml	ADP
cana-1261	136	4	and	and	CCONJ
cana-1261	136	5	related	related	ADJ
cana-1261	136	6	technologies	technology	NOUN
cana-1261	136	7	will	will	AUX
cana-1261	136	8	continue	continue	VERB
cana-1261	136	9	transforming	transform	VERB
cana-1261	136	10	skills	skill	NOUN
cana-1261	136	11	assessment	assessment	NOUN
cana-1261	136	12	,	,	PUNCT
cana-1261	136	13	offering	offer	VERB
cana-1261	136	14	more	more	ADJ
cana-1261	136	15	immersive	immersive	ADJ
cana-1261	136	16	,	,	PUNCT
cana-1261	136	17	fair	fair	ADJ
cana-1261	136	18	,	,	PUNCT
cana-1261	136	19	and	and	CCONJ
cana-1261	136	20	transparent	transparent	ADJ
cana-1261	136	21	evaluation	evaluation	NOUN
cana-1261	136	22	methods	method	NOUN
cana-1261	136	23	driven	drive	VERB
cana-1261	136	24	by	by	ADP
cana-1261	136	25	ongoing	ongoing	ADJ
cana-1261	136	26	innovations	innovation	NOUN
cana-1261	136	27	and	and	CCONJ
cana-1261	136	28	ethical	ethical	ADJ
cana-1261	136	29	considerations	consideration	NOUN
cana-1261	136	30	in	in	ADP
cana-1261	136	31	hr	hr	PROPN
cana-1261	136	32	(	(	PUNCT
cana-1261	136	33	baig	baig	PROPN
cana-1261	136	34	et	et	PROPN
cana-1261	136	35	al	al	PROPN
cana-1261	136	36	.	.	PROPN
cana-1261	136	37	,	,	PUNCT
cana-1261	136	38	2019	2019	NUM
cana-1261	136	39	)	)	PUNCT
cana-1261	136	40	.	.	PUNCT
cana-1261	137	1	4.5	4.5	NUM
cana-1261	137	2	interviewing	interview	VERB
cana-1261	137	3	several	several	ADJ
cana-1261	137	4	companies	company	NOUN
cana-1261	137	5	use	use	VERB
cana-1261	137	6	ai	ai	ADJ
cana-1261	137	7	-	-	PUNCT
cana-1261	137	8	driven	drive	VERB
cana-1261	137	9	systems	system	NOUN
cana-1261	137	10	for	for	ADP
cana-1261	137	11	preliminary	preliminary	ADJ
cana-1261	137	12	interviews	interview	NOUN
cana-1261	137	13	,	,	PUNCT
cana-1261	137	14	where	where	SCONJ
cana-1261	137	15	these	these	DET
cana-1261	137	16	systems	system	NOUN
cana-1261	137	17	ask	ask	VERB
cana-1261	137	18	standard	standard	ADJ
cana-1261	137	19	questions	question	NOUN
cana-1261	137	20	and	and	CCONJ
cana-1261	137	21	evaluate	evaluate	VERB
cana-1261	137	22	responses	response	NOUN
cana-1261	137	23	to	to	PART
cana-1261	137	24	help	help	VERB
cana-1261	137	25	shortlist	shortlist	ADJ
cana-1261	137	26	candidates	candidate	NOUN
cana-1261	137	27	for	for	ADP
cana-1261	137	28	further	further	ADJ
cana-1261	137	29	rounds	round	NOUN
cana-1261	137	30	(	(	PUNCT
cana-1261	137	31	vedapradha	vedapradha	PROPN
cana-1261	137	32	et	et	PROPN
cana-1261	137	33	al	al	PROPN
cana-1261	137	34	.	.	PROPN
cana-1261	137	35	,	,	PUNCT
cana-1261	137	36	2019	2019	NUM
cana-1261	137	37	)	)	PUNCT
cana-1261	137	38	.	.	PUNCT
cana-1261	138	1	also	also	ADV
cana-1261	138	2	,	,	PUNCT
cana-1261	138	3	ml	ml	INTJ
cana-1261	138	4	assists	assist	NOUN
cana-1261	138	5	in	in	ADP
cana-1261	138	6	creating	create	VERB
cana-1261	138	7	structured	structured	ADJ
cana-1261	138	8	interview	interview	NOUN
cana-1261	138	9	frameworks	framework	NOUN
cana-1261	138	10	that	that	PRON
cana-1261	138	11	ensure	ensure	VERB
cana-1261	138	12	consistency	consistency	NOUN
cana-1261	138	13	and	and	CCONJ
cana-1261	138	14	reduce	reduce	VERB
cana-1261	138	15	interviewer	interviewer	ADJ
cana-1261	138	16	bias	bias	NOUN
cana-1261	138	17	by	by	ADP
cana-1261	138	18	analysing	analyse	VERB
cana-1261	138	19	past	past	ADJ
cana-1261	138	20	interview	interview	NOUN
cana-1261	138	21	data	datum	NOUN
cana-1261	138	22	to	to	PART
cana-1261	138	23	recommend	recommend	VERB
cana-1261	138	24	questions	question	NOUN
cana-1261	138	25	predictive	predictive	ADJ
cana-1261	138	26	of	of	ADP
cana-1261	138	27	candidate	candidate	NOUN
cana-1261	138	28	success	success	NOUN
cana-1261	138	29	.	.	PUNCT
cana-1261	139	1	chatbots	chatbot	NOUN
cana-1261	139	2	handle	handle	VERB
cana-1261	139	3	initial	initial	ADJ
cana-1261	139	4	scheduling	scheduling	NOUN
cana-1261	139	5	interactions	interaction	NOUN
cana-1261	139	6	,	,	PUNCT
cana-1261	139	7	confirm	confirm	VERB
cana-1261	139	8	interview	interview	NOUN
cana-1261	139	9	times	time	NOUN
cana-1261	139	10	and	and	CCONJ
cana-1261	139	11	dates	date	NOUN
cana-1261	139	12	,	,	PUNCT
cana-1261	139	13	and	and	CCONJ
cana-1261	139	14	provide	provide	VERB
cana-1261	139	15	candidates	candidate	NOUN
cana-1261	139	16	with	with	ADP
cana-1261	139	17	necessary	necessary	ADJ
cana-1261	139	18	information	information	NOUN
cana-1261	139	19	(	(	PUNCT
cana-1261	139	20	albert	albert	PROPN
cana-1261	139	21	,	,	PUNCT
cana-1261	139	22	2019	2019	NUM
cana-1261	139	23	;	;	PUNCT
cana-1261	139	24	vedapradha	vedapradha	PROPN
cana-1261	139	25	et	et	PROPN
cana-1261	139	26	al	al	PROPN
cana-1261	139	27	.	.	PROPN
cana-1261	139	28	,	,	PUNCT
cana-1261	139	29	2019	2019	NUM
cana-1261	139	30	)	)	PUNCT
cana-1261	139	31	.	.	PUNCT
cana-1261	140	1	ml	ml	PROPN
cana-1261	140	2	algorithms	algorithm	NOUN
cana-1261	140	3	are	be	AUX
cana-1261	140	4	crucial	crucial	ADJ
cana-1261	140	5	in	in	ADP
cana-1261	140	6	improving	improve	VERB
cana-1261	140	7	the	the	DET
cana-1261	140	8	interview	interview	NOUN
cana-1261	140	9	process	process	NOUN
cana-1261	140	10	through	through	ADP
cana-1261	140	11	various	various	ADJ
cana-1261	140	12	techniques	technique	NOUN
cana-1261	140	13	.	.	PUNCT
cana-1261	141	1	natural	natural	ADJ
cana-1261	141	2	language	language	NOUN
cana-1261	141	3	processing	processing	NOUN
cana-1261	141	4	(	(	PUNCT
cana-1261	141	5	nlp	nlp	NOUN
cana-1261	141	6	)	)	PUNCT
cana-1261	141	7	algorithms	algorithm	NOUN
cana-1261	141	8	can	can	AUX
cana-1261	141	9	analyse	analyse	VERB
cana-1261	141	10	interview	interview	NOUN
cana-1261	141	11	transcripts	transcript	NOUN
cana-1261	141	12	to	to	PART
cana-1261	141	13	identify	identify	VERB
cana-1261	141	14	critical	critical	ADJ
cana-1261	141	15	skills	skill	NOUN
cana-1261	141	16	and	and	CCONJ
cana-1261	141	17	competencies	competency	NOUN
cana-1261	141	18	discussed	discuss	VERB
cana-1261	141	19	by	by	ADP
cana-1261	141	20	candidates	candidate	NOUN
cana-1261	141	21	.	.	PUNCT
cana-1261	142	1	sentiment	sentiment	NOUN
cana-1261	142	2	analysis	analysis	NOUN
cana-1261	142	3	algorithms	algorithm	NOUN
cana-1261	142	4	help	help	AUX
cana-1261	142	5	gauge	gauge	VERB
cana-1261	142	6	the	the	DET
cana-1261	142	7	emotional	emotional	ADJ
cana-1261	142	8	tone	tone	NOUN
cana-1261	142	9	and	and	CCONJ
cana-1261	142	10	sentiment	sentiment	NOUN
cana-1261	142	11	expressed	express	VERB
cana-1261	142	12	during	during	ADP
cana-1261	142	13	interviews	interview	NOUN
cana-1261	142	14	,	,	PUNCT
cana-1261	142	15	providing	provide	VERB
cana-1261	142	16	insights	insight	NOUN
cana-1261	142	17	into	into	ADP
cana-1261	142	18	candidate	candidate	NOUN
cana-1261	142	19	engagement	engagement	NOUN
cana-1261	142	20	and	and	CCONJ
cana-1261	142	21	attitude	attitude	NOUN
cana-1261	142	22	.	.	PUNCT
cana-1261	143	1	future	future	ADJ
cana-1261	143	2	advancements	advancement	NOUN
cana-1261	143	3	promise	promise	VERB
cana-1261	143	4	more	more	ADV
cana-1261	143	5	sophisticated	sophisticated	ADJ
cana-1261	143	6	systems	system	NOUN
cana-1261	143	7	,	,	PUNCT
cana-1261	143	8	including	include	VERB
cana-1261	143	9	enhanced	enhance	VERB
cana-1261	143	10	ai	ai	VERB
cana-1261	143	11	interviewers	interviewer	NOUN
cana-1261	143	12	,	,	PUNCT
cana-1261	143	13	vr	vr	NOUN
cana-1261	143	14	interviews	interview	NOUN
cana-1261	143	15	,	,	PUNCT
cana-1261	143	16	and	and	CCONJ
cana-1261	143	17	advanced	advanced	ADJ
cana-1261	143	18	bias	bias	NOUN
cana-1261	143	19	mitigation	mitigation	NOUN
cana-1261	143	20	,	,	PUNCT
cana-1261	143	21	aiming	aim	VERB
cana-1261	143	22	communications	communication	NOUN
cana-1261	143	23	on	on	ADP
cana-1261	143	24	applied	apply	VERB
cana-1261	143	25	nonlinear	nonlinear	ADJ
cana-1261	143	26	analysis	analysis	NOUN
cana-1261	143	27	issn	issn	NOUN
cana-1261	143	28	:	:	PUNCT
cana-1261	143	29	1074	1074	NUM
cana-1261	143	30	-	-	PUNCT
cana-1261	143	31	133x	133x	NUM
cana-1261	143	32	vol	vol	NOUN
cana-1261	143	33	31	31	NUM
cana-1261	143	34	no	no	NOUN
cana-1261	143	35	.	.	PUNCT
cana-1261	144	1	6s	6s	NUM
cana-1261	144	2	(	(	PUNCT
cana-1261	144	3	2024	2024	NUM
cana-1261	144	4	)	)	PUNCT
cana-1261	144	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	144	6	700	700	NUM
cana-1261	144	7	to	to	PART
cana-1261	144	8	create	create	VERB
cana-1261	144	9	a	a	DET
cana-1261	144	10	seamless	seamless	ADJ
cana-1261	144	11	,	,	PUNCT
cana-1261	144	12	fair	fair	ADJ
cana-1261	144	13	,	,	PUNCT
cana-1261	144	14	and	and	CCONJ
cana-1261	144	15	engaging	engage	VERB
cana-1261	144	16	experience	experience	NOUN
cana-1261	144	17	for	for	ADP
cana-1261	144	18	candidates	candidate	NOUN
cana-1261	144	19	and	and	CCONJ
cana-1261	144	20	recruiters	recruiter	NOUN
cana-1261	144	21	,	,	PUNCT
cana-1261	144	22	thus	thus	ADV
cana-1261	144	23	empowering	empower	VERB
cana-1261	144	24	hr	hr	NOUN
cana-1261	144	25	professionals	professional	NOUN
cana-1261	144	26	and	and	CCONJ
cana-1261	144	27	improving	improve	VERB
cana-1261	144	28	hiring	hire	VERB
cana-1261	144	29	outcomes	outcome	NOUN
cana-1261	144	30	.	.	PUNCT
cana-1261	145	1	4.6	4.6	NUM
cana-1261	145	2	selection	selection	NOUN
cana-1261	145	3	decision	decision	NOUN
cana-1261	145	4	selection	selection	NOUN
cana-1261	145	5	decisions	decision	NOUN
cana-1261	145	6	were	be	AUX
cana-1261	145	7	labour	labour	NOUN
cana-1261	145	8	-	-	PUNCT
cana-1261	145	9	intensive	intensive	ADJ
cana-1261	145	10	and	and	CCONJ
cana-1261	145	11	prone	prone	ADJ
cana-1261	145	12	to	to	PART
cana-1261	145	13	bias	bias	VERB
cana-1261	145	14	,	,	PUNCT
cana-1261	145	15	often	often	ADV
cana-1261	145	16	resulting	result	VERB
cana-1261	145	17	in	in	ADP
cana-1261	145	18	disparities	disparity	NOUN
cana-1261	145	19	and	and	CCONJ
cana-1261	145	20	unfairness	unfairness	NOUN
cana-1261	145	21	due	due	ADP
cana-1261	145	22	to	to	ADP
cana-1261	145	23	the	the	DET
cana-1261	145	24	lack	lack	NOUN
cana-1261	145	25	of	of	ADP
cana-1261	145	26	standardised	standardised	ADJ
cana-1261	145	27	tools	tool	NOUN
cana-1261	145	28	and	and	CCONJ
cana-1261	145	29	data	datum	NOUN
cana-1261	145	30	-	-	PUNCT
cana-1261	145	31	driven	drive	VERB
cana-1261	145	32	approaches	approach	NOUN
cana-1261	145	33	.	.	PUNCT
cana-1261	146	1	hiring	hire	VERB
cana-1261	146	2	choices	choice	NOUN
cana-1261	146	3	were	be	AUX
cana-1261	146	4	primarily	primarily	ADV
cana-1261	146	5	based	base	VERB
cana-1261	146	6	on	on	ADP
cana-1261	146	7	managers	manager	NOUN
cana-1261	146	8	'	'	PART
cana-1261	146	9	judgments	judgment	NOUN
cana-1261	146	10	and	and	CCONJ
cana-1261	146	11	unstructured	unstructured	ADJ
cana-1261	146	12	reference	reference	NOUN
cana-1261	146	13	checks	check	NOUN
cana-1261	146	14	,	,	PUNCT
cana-1261	146	15	hindering	hinder	VERB
cana-1261	146	16	objective	objective	ADJ
cana-1261	146	17	candidate	candidate	NOUN
cana-1261	146	18	comparison	comparison	NOUN
cana-1261	146	19	and	and	CCONJ
cana-1261	146	20	performance	performance	NOUN
cana-1261	146	21	projection	projection	NOUN
cana-1261	146	22	(	(	PUNCT
cana-1261	146	23	johnson	johnson	PROPN
cana-1261	146	24	et	et	PROPN
cana-1261	146	25	al	al	PROPN
cana-1261	146	26	.	.	PROPN
cana-1261	146	27	,	,	PUNCT
cana-1261	146	28	2016	2016	NUM
cana-1261	146	29	)	)	PUNCT
cana-1261	146	30	.	.	PUNCT
cana-1261	147	1	in	in	ADP
cana-1261	147	2	contrast	contrast	NOUN
cana-1261	147	3	,	,	PUNCT
cana-1261	147	4	modern	modern	ADJ
cana-1261	147	5	selection	selection	NOUN
cana-1261	147	6	practices	practice	NOUN
cana-1261	147	7	are	be	AUX
cana-1261	147	8	more	more	ADV
cana-1261	147	9	objective	objective	ADJ
cana-1261	147	10	and	and	CCONJ
cana-1261	147	11	accurate	accurate	ADJ
cana-1261	147	12	,	,	PUNCT
cana-1261	147	13	integrating	integrate	VERB
cana-1261	147	14	technology	technology	NOUN
cana-1261	147	15	and	and	CCONJ
cana-1261	147	16	data	datum	NOUN
cana-1261	147	17	analytics	analytic	NOUN
cana-1261	147	18	.	.	PUNCT
cana-1261	148	1	structured	structure	VERB
cana-1261	148	2	assessments	assessment	NOUN
cana-1261	148	3	like	like	ADP
cana-1261	148	4	psychometric	psychometric	ADJ
cana-1261	148	5	tests	test	NOUN
cana-1261	148	6	,	,	PUNCT
cana-1261	148	7	behavioural	behavioural	ADJ
cana-1261	148	8	interviews	interview	NOUN
cana-1261	148	9	,	,	PUNCT
cana-1261	148	10	and	and	CCONJ
cana-1261	148	11	skills	skill	NOUN
cana-1261	148	12	evaluations	evaluation	NOUN
cana-1261	148	13	ensure	ensure	VERB
cana-1261	148	14	consistency	consistency	NOUN
cana-1261	148	15	and	and	CCONJ
cana-1261	148	16	fairness	fairness	NOUN
cana-1261	148	17	(	(	PUNCT
cana-1261	148	18	woods	wood	NOUN
cana-1261	148	19	et	et	PROPN
cana-1261	148	20	al	al	PROPN
cana-1261	148	21	.	.	PROPN
cana-1261	148	22	,	,	PUNCT
cana-1261	148	23	2020	2020	NUM
cana-1261	148	24	)	)	PUNCT
cana-1261	148	25	.	.	PUNCT
cana-1261	149	1	future	future	ADJ
cana-1261	149	2	selection	selection	NOUN
cana-1261	149	3	processes	process	NOUN
cana-1261	149	4	will	will	AUX
cana-1261	149	5	leverage	leverage	VERB
cana-1261	149	6	ai	ai	VERB
cana-1261	149	7	and	and	CCONJ
cana-1261	149	8	machine	machine	NOUN
cana-1261	149	9	learning	learning	NOUN
cana-1261	149	10	for	for	ADP
cana-1261	149	11	predictive	predictive	ADJ
cana-1261	149	12	insights	insight	NOUN
cana-1261	149	13	into	into	ADP
cana-1261	149	14	candidate	candidate	NOUN
cana-1261	149	15	success	success	NOUN
cana-1261	149	16	and	and	CCONJ
cana-1261	149	17	cultural	cultural	ADJ
cana-1261	149	18	alignment	alignment	NOUN
cana-1261	149	19	.	.	PUNCT
cana-1261	150	1	ai	ai	VERB
cana-1261	150	2	-	-	PUNCT
cana-1261	150	3	driven	drive	VERB
cana-1261	150	4	platforms	platform	NOUN
cana-1261	150	5	will	will	AUX
cana-1261	150	6	analyse	analyse	VERB
cana-1261	150	7	diverse	diverse	ADJ
cana-1261	150	8	data	datum	NOUN
cana-1261	150	9	sources	source	NOUN
cana-1261	150	10	to	to	PART
cana-1261	150	11	generate	generate	VERB
cana-1261	150	12	detailed	detailed	ADJ
cana-1261	150	13	profiles	profile	NOUN
cana-1261	150	14	and	and	CCONJ
cana-1261	150	15	predictive	predictive	ADJ
cana-1261	150	16	models	model	NOUN
cana-1261	150	17	,	,	PUNCT
cana-1261	150	18	while	while	SCONJ
cana-1261	150	19	immersive	immersive	ADJ
cana-1261	150	20	technologies	technology	NOUN
cana-1261	150	21	like	like	ADP
cana-1261	150	22	vr	vr	PROPN
cana-1261	150	23	and	and	CCONJ
cana-1261	150	24	ar	ar	PROPN
cana-1261	150	25	will	will	AUX
cana-1261	150	26	enable	enable	VERB
cana-1261	150	27	realistic	realistic	ADJ
cana-1261	150	28	job	job	NOUN
cana-1261	150	29	simulations	simulation	NOUN
cana-1261	150	30	(	(	PUNCT
cana-1261	150	31	hemalatha	hemalatha	NOUN
cana-1261	150	32	et	et	PROPN
cana-1261	150	33	al	al	PROPN
cana-1261	150	34	.	.	PROPN
cana-1261	150	35	,	,	PUNCT
cana-1261	150	36	2021	2021	NUM
cana-1261	150	37	)	)	PUNCT
cana-1261	150	38	.	.	PUNCT
cana-1261	151	1	advanced	advanced	ADJ
cana-1261	151	2	ai	ai	PROPN
cana-1261	151	3	algorithms	algorithm	NOUN
cana-1261	151	4	will	will	AUX
cana-1261	151	5	continually	continually	ADV
cana-1261	151	6	learn	learn	VERB
cana-1261	151	7	and	and	CCONJ
cana-1261	151	8	adapt	adapt	VERB
cana-1261	151	9	,	,	PUNCT
cana-1261	151	10	identifying	identifying	NOUN
cana-1261	151	11	and	and	CCONJ
cana-1261	151	12	rectifying	rectify	VERB
cana-1261	151	13	biases	bias	NOUN
cana-1261	151	14	to	to	PART
cana-1261	151	15	promote	promote	VERB
cana-1261	151	16	diversity	diversity	NOUN
cana-1261	151	17	and	and	CCONJ
cana-1261	151	18	inclusion	inclusion	NOUN
cana-1261	151	19	(	(	PUNCT
cana-1261	151	20	jatoba	jatoba	PROPN
cana-1261	151	21	et	et	PROPN
cana-1261	151	22	al	al	PROPN
cana-1261	151	23	.	.	PROPN
cana-1261	151	24	,	,	PUNCT
cana-1261	151	25	2019	2019	NUM
cana-1261	151	26	)	)	PUNCT
cana-1261	151	27	.	.	PUNCT
cana-1261	152	1	future	future	ADJ
cana-1261	152	2	research	research	NOUN
cana-1261	152	3	should	should	AUX
cana-1261	152	4	focus	focus	VERB
cana-1261	152	5	on	on	ADP
cana-1261	152	6	evaluating	evaluate	VERB
cana-1261	152	7	the	the	DET
cana-1261	152	8	effectiveness	effectiveness	NOUN
cana-1261	152	9	of	of	ADP
cana-1261	152	10	these	these	DET
cana-1261	152	11	advanced	advanced	ADJ
cana-1261	152	12	tools	tool	NOUN
cana-1261	152	13	in	in	ADP
cana-1261	152	14	various	various	ADJ
cana-1261	152	15	contexts	context	NOUN
cana-1261	152	16	and	and	CCONJ
cana-1261	152	17	their	their	PRON
cana-1261	152	18	impact	impact	NOUN
cana-1261	152	19	on	on	ADP
cana-1261	152	20	employee	employee	NOUN
cana-1261	152	21	performance	performance	NOUN
cana-1261	152	22	and	and	CCONJ
cana-1261	152	23	retention	retention	NOUN
cana-1261	152	24	,	,	PUNCT
cana-1261	152	25	guiding	guide	VERB
cana-1261	152	26	the	the	DET
cana-1261	152	27	development	development	NOUN
cana-1261	152	28	of	of	ADP
cana-1261	152	29	sophisticated	sophisticated	ADJ
cana-1261	152	30	and	and	CCONJ
cana-1261	152	31	equitable	equitable	ADJ
cana-1261	152	32	selection	selection	NOUN
cana-1261	152	33	frameworks	framework	NOUN
cana-1261	152	34	.	.	PUNCT
cana-1261	153	1	4.7	4.7	NUM
cana-1261	153	2	candidate	candidate	NOUN
cana-1261	153	3	engagement	engagement	NOUN
cana-1261	153	4	modern	modern	ADJ
cana-1261	153	5	candidate	candidate	NOUN
cana-1261	153	6	engagement	engagement	NOUN
cana-1261	153	7	emphasises	emphasise	VERB
cana-1261	153	8	interactive	interactive	ADJ
cana-1261	153	9	and	and	CCONJ
cana-1261	153	10	personalised	personalised	ADJ
cana-1261	153	11	approaches	approach	NOUN
cana-1261	153	12	,	,	PUNCT
cana-1261	153	13	leveraging	leverage	VERB
cana-1261	153	14	social	social	ADJ
cana-1261	153	15	media	medium	NOUN
cana-1261	153	16	,	,	PUNCT
cana-1261	153	17	interactive	interactive	ADJ
cana-1261	153	18	job	job	NOUN
cana-1261	153	19	boards	board	NOUN
cana-1261	153	20	,	,	PUNCT
cana-1261	153	21	and	and	CCONJ
cana-1261	153	22	targeted	target	VERB
cana-1261	153	23	email	email	NOUN
cana-1261	153	24	campaigns	campaign	NOUN
cana-1261	153	25	to	to	PART
cana-1261	153	26	establish	establish	VERB
cana-1261	153	27	meaningful	meaningful	ADJ
cana-1261	153	28	connections	connection	NOUN
cana-1261	153	29	early	early	ADV
cana-1261	153	30	in	in	ADP
cana-1261	153	31	recruitment	recruitment	NOUN
cana-1261	153	32	.	.	PUNCT
cana-1261	154	1	the	the	DET
cana-1261	154	2	future	future	NOUN
cana-1261	154	3	will	will	AUX
cana-1261	154	4	see	see	VERB
cana-1261	154	5	ai	ai	VERB
cana-1261	154	6	-	-	PUNCT
cana-1261	154	7	driven	drive	VERB
cana-1261	154	8	chatbots	chatbot	NOUN
cana-1261	154	9	for	for	ADP
cana-1261	154	10	instant	instant	ADJ
cana-1261	154	11	interaction	interaction	NOUN
cana-1261	154	12	,	,	PUNCT
cana-1261	154	13	virtual	virtual	ADJ
cana-1261	154	14	reality	reality	NOUN
cana-1261	154	15	for	for	ADP
cana-1261	154	16	immersive	immersive	ADJ
cana-1261	154	17	experiences	experience	NOUN
cana-1261	154	18	,	,	PUNCT
cana-1261	154	19	and	and	CCONJ
cana-1261	154	20	data	datum	NOUN
cana-1261	154	21	analytics	analytic	NOUN
cana-1261	154	22	to	to	PART
cana-1261	154	23	predict	predict	VERB
cana-1261	154	24	and	and	CCONJ
cana-1261	154	25	meet	meet	VERB
cana-1261	154	26	candidate	candidate	NOUN
cana-1261	154	27	preferences	preference	NOUN
cana-1261	154	28	(	(	PUNCT
cana-1261	154	29	khera	khera	PROPN
cana-1261	154	30	&	&	CCONJ
cana-1261	154	31	divya	divya	PROPN
cana-1261	154	32	,	,	PUNCT
cana-1261	154	33	2019	2019	NUM
cana-1261	154	34	)	)	PUNCT
cana-1261	154	35	.	.	PUNCT
cana-1261	155	1	candidate	candidate	NOUN
cana-1261	155	2	engagement	engagement	NOUN
cana-1261	155	3	in	in	ADP
cana-1261	155	4	talent	talent	NOUN
cana-1261	155	5	acquisition	acquisition	NOUN
cana-1261	155	6	involves	involve	VERB
cana-1261	155	7	leveraging	leverage	VERB
cana-1261	155	8	ml	ml	NOUN
cana-1261	155	9	algorithms	algorithm	NOUN
cana-1261	155	10	to	to	PART
cana-1261	155	11	enhance	enhance	VERB
cana-1261	155	12	interactions	interaction	NOUN
cana-1261	155	13	and	and	CCONJ
cana-1261	155	14	relationships	relationship	NOUN
cana-1261	155	15	between	between	ADP
cana-1261	155	16	candidates	candidate	NOUN
cana-1261	155	17	and	and	CCONJ
cana-1261	155	18	recruiters	recruiter	NOUN
cana-1261	155	19	.	.	PUNCT
cana-1261	156	1	techniques	technique	NOUN
cana-1261	156	2	like	like	ADP
cana-1261	156	3	sentiment	sentiment	NOUN
cana-1261	156	4	analysis	analysis	NOUN
cana-1261	156	5	,	,	PUNCT
cana-1261	156	6	natural	natural	ADJ
cana-1261	156	7	language	language	NOUN
cana-1261	156	8	processing	processing	NOUN
cana-1261	156	9	(	(	PUNCT
cana-1261	156	10	nlp	nlp	NOUN
cana-1261	156	11	)	)	PUNCT
cana-1261	156	12	,	,	PUNCT
cana-1261	156	13	and	and	CCONJ
cana-1261	156	14	predictive	predictive	ADJ
cana-1261	156	15	analytics	analytic	NOUN
cana-1261	156	16	are	be	AUX
cana-1261	156	17	used	use	VERB
cana-1261	156	18	to	to	PART
cana-1261	156	19	personalise	personalise	VERB
cana-1261	156	20	communication	communication	NOUN
cana-1261	156	21	,	,	PUNCT
cana-1261	156	22	understand	understand	VERB
cana-1261	156	23	candidate	candidate	NOUN
cana-1261	156	24	preferences	preference	NOUN
cana-1261	156	25	,	,	PUNCT
cana-1261	156	26	and	and	CCONJ
cana-1261	156	27	predict	predict	VERB
cana-1261	156	28	engagement	engagement	NOUN
cana-1261	156	29	levels	level	NOUN
cana-1261	156	30	.	.	PUNCT
cana-1261	157	1	ml	ml	AUX
cana-1261	157	2	enables	enable	VERB
cana-1261	157	3	proactive	proactive	ADJ
cana-1261	157	4	engagement	engagement	NOUN
cana-1261	157	5	strategies	strategy	NOUN
cana-1261	157	6	by	by	ADP
cana-1261	157	7	identifying	identify	VERB
cana-1261	157	8	optimal	optimal	ADJ
cana-1261	157	9	communication	communication	NOUN
cana-1261	157	10	channels	channel	NOUN
cana-1261	157	11	and	and	CCONJ
cana-1261	157	12	timing	timing	NOUN
cana-1261	157	13	,	,	PUNCT
cana-1261	157	14	ultimately	ultimately	ADV
cana-1261	157	15	improving	improve	VERB
cana-1261	157	16	candidate	candidate	NOUN
cana-1261	157	17	experience	experience	NOUN
cana-1261	157	18	and	and	CCONJ
cana-1261	157	19	increasing	increase	VERB
cana-1261	157	20	retention	retention	NOUN
cana-1261	157	21	rates	rate	NOUN
cana-1261	157	22	.	.	PUNCT
cana-1261	158	1	these	these	DET
cana-1261	158	2	innovations	innovation	NOUN
cana-1261	158	3	aim	aim	VERB
cana-1261	158	4	to	to	PART
cana-1261	158	5	attract	attract	VERB
cana-1261	158	6	top	top	ADJ
cana-1261	158	7	talent	talent	NOUN
cana-1261	158	8	and	and	CCONJ
cana-1261	158	9	foster	foster	ADJ
cana-1261	158	10	long	long	ADJ
cana-1261	158	11	-	-	PUNCT
cana-1261	158	12	term	term	NOUN
cana-1261	158	13	relationships	relationship	NOUN
cana-1261	158	14	through	through	ADP
cana-1261	158	15	transparency	transparency	NOUN
cana-1261	158	16	,	,	PUNCT
cana-1261	158	17	responsiveness	responsiveness	NOUN
cana-1261	158	18	,	,	PUNCT
cana-1261	158	19	and	and	CCONJ
cana-1261	158	20	tailored	tailor	VERB
cana-1261	158	21	experiences	experience	NOUN
cana-1261	158	22	,	,	PUNCT
cana-1261	158	23	leading	lead	VERB
cana-1261	158	24	to	to	ADP
cana-1261	158	25	more	more	ADV
cana-1261	158	26	dynamic	dynamic	ADJ
cana-1261	158	27	and	and	CCONJ
cana-1261	158	28	candidate	candidate	NOUN
cana-1261	158	29	-	-	PUNCT
cana-1261	158	30	centric	centric	ADJ
cana-1261	158	31	recruitment	recruitment	NOUN
cana-1261	158	32	practices	practice	NOUN
cana-1261	158	33	.	.	PUNCT
cana-1261	159	1	4.8	4.8	NUM
cana-1261	159	2	employee	employee	NOUN
cana-1261	159	3	retention	retention	NOUN
cana-1261	159	4	prediction	prediction	NOUN
cana-1261	159	5	employee	employee	NOUN
cana-1261	159	6	retention	retention	NOUN
cana-1261	159	7	prediction	prediction	NOUN
cana-1261	159	8	has	have	AUX
cana-1261	159	9	significantly	significantly	ADV
cana-1261	159	10	evolved	evolve	VERB
cana-1261	159	11	with	with	ADP
cana-1261	159	12	data	datum	NOUN
cana-1261	159	13	analytics	analytic	NOUN
cana-1261	159	14	and	and	CCONJ
cana-1261	159	15	organisational	organisational	ADJ
cana-1261	159	16	strategies	strategy	NOUN
cana-1261	159	17	advances	advance	NOUN
cana-1261	159	18	.	.	PUNCT
cana-1261	160	1	current	current	ADJ
cana-1261	160	2	practices	practice	NOUN
cana-1261	160	3	use	use	VERB
cana-1261	160	4	predictive	predictive	ADJ
cana-1261	160	5	analytics	analytic	NOUN
cana-1261	160	6	to	to	PART
cana-1261	160	7	identify	identify	VERB
cana-1261	160	8	factors	factor	NOUN
cana-1261	160	9	contributing	contribute	VERB
cana-1261	160	10	to	to	ADP
cana-1261	160	11	turnover	turnover	NOUN
cana-1261	160	12	,	,	PUNCT
cana-1261	160	13	analysing	analyse	VERB
cana-1261	160	14	data	datum	NOUN
cana-1261	160	15	such	such	ADJ
cana-1261	160	16	as	as	ADP
cana-1261	160	17	performance	performance	NOUN
cana-1261	160	18	reviews	review	NOUN
cana-1261	160	19	,	,	PUNCT
cana-1261	160	20	engagement	engagement	NOUN
cana-1261	160	21	surveys	survey	NOUN
cana-1261	160	22	,	,	PUNCT
cana-1261	160	23	job	job	NOUN
cana-1261	160	24	satisfaction	satisfaction	NOUN
cana-1261	160	25	,	,	PUNCT
cana-1261	160	26	career	career	NOUN
cana-1261	160	27	advancement	advancement	NOUN
cana-1261	160	28	opportunities	opportunity	NOUN
cana-1261	160	29	,	,	PUNCT
cana-1261	160	30	organisational	organisational	ADJ
cana-1261	160	31	culture	culture	NOUN
cana-1261	160	32	fit	fit	ADJ
cana-1261	160	33	,	,	PUNCT
cana-1261	160	34	and	and	CCONJ
cana-1261	160	35	exit	exit	NOUN
cana-1261	160	36	interviews	interview	NOUN
cana-1261	160	37	to	to	PART
cana-1261	160	38	identify	identify	VERB
cana-1261	160	39	attrition	attrition	NOUN
cana-1261	160	40	patterns	pattern	NOUN
cana-1261	160	41	.	.	PUNCT
cana-1261	161	1	ai	ai	VERB
cana-1261	161	2	algorithms	algorithm	NOUN
cana-1261	161	3	can	can	AUX
cana-1261	161	4	suggest	suggest	VERB
cana-1261	161	5	tailored	tailor	VERB
cana-1261	161	6	interventions	intervention	NOUN
cana-1261	161	7	,	,	PUNCT
cana-1261	161	8	such	such	ADJ
cana-1261	161	9	as	as	ADP
cana-1261	161	10	offering	offer	VERB
cana-1261	161	11	new	new	ADJ
cana-1261	161	12	projects	project	NOUN
cana-1261	161	13	or	or	CCONJ
cana-1261	161	14	training	training	NOUN
cana-1261	161	15	programs	program	NOUN
cana-1261	161	16	to	to	ADP
cana-1261	161	17	employees	employee	NOUN
cana-1261	161	18	with	with	ADP
cana-1261	161	19	a	a	DET
cana-1261	161	20	high	high	ADJ
cana-1261	161	21	risk	risk	NOUN
cana-1261	161	22	of	of	ADP
cana-1261	161	23	leaving	leave	VERB
cana-1261	161	24	,	,	PUNCT
cana-1261	161	25	thereby	thereby	ADV
cana-1261	161	26	enhancing	enhance	VERB
cana-1261	161	27	loyalty	loyalty	NOUN
cana-1261	161	28	and	and	CCONJ
cana-1261	161	29	tenure	tenure	NOUN
cana-1261	161	30	.	.	PUNCT
cana-1261	162	1	these	these	DET
cana-1261	162	2	advancements	advancement	NOUN
cana-1261	162	3	help	help	VERB
cana-1261	162	4	organisations	organisation	NOUN
cana-1261	162	5	anticipate	anticipate	VERB
cana-1261	162	6	turnover	turnover	NOUN
cana-1261	162	7	risks	risk	NOUN
cana-1261	162	8	and	and	CCONJ
cana-1261	162	9	implement	implement	VERB
cana-1261	162	10	personalised	personalised	ADJ
cana-1261	162	11	retention	retention	NOUN
cana-1261	162	12	communications	communication	NOUN
cana-1261	162	13	on	on	ADP
cana-1261	162	14	applied	apply	VERB
cana-1261	162	15	nonlinear	nonlinear	ADJ
cana-1261	162	16	analysis	analysis	NOUN
cana-1261	162	17	issn	issn	NOUN
cana-1261	162	18	:	:	PUNCT
cana-1261	162	19	1074	1074	NUM
cana-1261	162	20	-	-	PUNCT
cana-1261	162	21	133x	133x	NUM
cana-1261	162	22	vol	vol	NOUN
cana-1261	162	23	31	31	NUM
cana-1261	162	24	no	no	NOUN
cana-1261	162	25	.	.	PUNCT
cana-1261	163	1	6s	6s	NUM
cana-1261	163	2	(	(	PUNCT
cana-1261	163	3	2024	2024	NUM
cana-1261	163	4	)	)	PUNCT
cana-1261	163	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	163	6	701	701	NUM
cana-1261	163	7	strategies	strategy	NOUN
cana-1261	163	8	,	,	PUNCT
cana-1261	163	9	promoting	promote	VERB
cana-1261	163	10	a	a	DET
cana-1261	163	11	more	more	ADV
cana-1261	163	12	engaged	engaged	ADJ
cana-1261	163	13	and	and	CCONJ
cana-1261	163	14	stable	stable	ADJ
cana-1261	163	15	workforce	workforce	NOUN
cana-1261	163	16	,	,	PUNCT
cana-1261	163	17	which	which	PRON
cana-1261	163	18	drives	drive	VERB
cana-1261	163	19	long	long	ADJ
cana-1261	163	20	-	-	PUNCT
cana-1261	163	21	term	term	NOUN
cana-1261	163	22	performance	performance	NOUN
cana-1261	163	23	and	and	CCONJ
cana-1261	163	24	growth	growth	NOUN
cana-1261	163	25	.	.	PUNCT
cana-1261	164	1	additionally	additionally	ADV
cana-1261	164	2	,	,	PUNCT
cana-1261	164	3	punnoose	punnoose	X
cana-1261	164	4	(	(	PUNCT
cana-1261	164	5	2016	2016	NUM
cana-1261	164	6	)	)	PUNCT
cana-1261	164	7	developed	develop	VERB
cana-1261	164	8	a	a	DET
cana-1261	164	9	voluntary	voluntary	ADJ
cana-1261	164	10	turnover	turnover	NOUN
cana-1261	164	11	model	model	NOUN
cana-1261	164	12	that	that	PRON
cana-1261	164	13	considers	consider	VERB
cana-1261	164	14	work	work	NOUN
cana-1261	164	15	-	-	PUNCT
cana-1261	164	16	related	relate	VERB
cana-1261	164	17	attributes	attribute	NOUN
cana-1261	164	18	like	like	ADP
cana-1261	164	19	project	project	NOUN
cana-1261	164	20	importance	importance	NOUN
cana-1261	164	21	and	and	CCONJ
cana-1261	164	22	on	on	ADP
cana-1261	164	23	-	-	PUNCT
cana-1261	164	24	site	site	NOUN
cana-1261	164	25	assignment	assignment	NOUN
cana-1261	164	26	duration	duration	NOUN
cana-1261	164	27	,	,	PUNCT
cana-1261	164	28	helping	helping	AUX
cana-1261	164	29	predict	predict	VERB
cana-1261	164	30	valuable	valuable	ADJ
cana-1261	164	31	employees	employee	NOUN
cana-1261	164	32	who	who	PRON
cana-1261	164	33	are	be	AUX
cana-1261	164	34	likely	likely	ADJ
cana-1261	164	35	to	to	PART
cana-1261	164	36	leave	leave	VERB
cana-1261	164	37	.	.	PUNCT
cana-1261	165	1	4.9	4.9	NUM
cana-1261	165	2	performance	performance	NOUN
cana-1261	165	3	prediction	prediction	NOUN
cana-1261	165	4	performance	performance	NOUN
cana-1261	165	5	prediction	prediction	NOUN
cana-1261	165	6	in	in	ADP
cana-1261	165	7	human	human	ADJ
cana-1261	165	8	resource	resource	NOUN
cana-1261	165	9	management	management	NOUN
cana-1261	165	10	has	have	AUX
cana-1261	165	11	evolved	evolve	VERB
cana-1261	165	12	significantly	significantly	ADV
cana-1261	165	13	due	due	ADP
cana-1261	165	14	to	to	ADP
cana-1261	165	15	advancements	advancement	NOUN
cana-1261	165	16	in	in	ADP
cana-1261	165	17	technology	technology	NOUN
cana-1261	165	18	and	and	CCONJ
cana-1261	165	19	data	datum	NOUN
cana-1261	165	20	analytics	analytic	NOUN
cana-1261	165	21	.	.	PUNCT
cana-1261	166	1	historically	historically	ADV
cana-1261	166	2	,	,	PUNCT
cana-1261	166	3	it	it	PRON
cana-1261	166	4	relied	rely	VERB
cana-1261	166	5	heavily	heavily	ADV
cana-1261	166	6	on	on	ADP
cana-1261	166	7	manual	manual	ADJ
cana-1261	166	8	assessments	assessment	NOUN
cana-1261	166	9	and	and	CCONJ
cana-1261	166	10	managers	manager	NOUN
cana-1261	166	11	'	'	PART
cana-1261	166	12	intuition	intuition	NOUN
cana-1261	166	13	,	,	PUNCT
cana-1261	166	14	conducting	conduct	VERB
cana-1261	166	15	annual	annual	ADJ
cana-1261	166	16	performance	performance	NOUN
cana-1261	166	17	reviews	review	NOUN
cana-1261	166	18	based	base	VERB
cana-1261	166	19	on	on	ADP
cana-1261	166	20	subjective	subjective	ADJ
cana-1261	166	21	observations	observation	NOUN
cana-1261	166	22	and	and	CCONJ
cana-1261	166	23	perceived	perceive	VERB
cana-1261	166	24	contributions	contribution	NOUN
cana-1261	166	25	.	.	PUNCT
cana-1261	167	1	this	this	DET
cana-1261	167	2	subjective	subjective	ADJ
cana-1261	167	3	approach	approach	NOUN
cana-1261	167	4	often	often	ADV
cana-1261	167	5	resulted	result	VERB
cana-1261	167	6	in	in	ADP
cana-1261	167	7	evaluations	evaluation	NOUN
cana-1261	167	8	influenced	influence	VERB
cana-1261	167	9	by	by	ADP
cana-1261	167	10	recency	recency	NOUN
cana-1261	167	11	effects	effect	NOUN
cana-1261	167	12	,	,	PUNCT
cana-1261	167	13	personal	personal	ADJ
cana-1261	167	14	biases	bias	NOUN
cana-1261	167	15	,	,	PUNCT
cana-1261	167	16	and	and	CCONJ
cana-1261	167	17	the	the	DET
cana-1261	167	18	halo	halo	NOUN
cana-1261	167	19	effect	effect	NOUN
cana-1261	167	20	(	(	PUNCT
cana-1261	167	21	rozario	rozario	NOUN
cana-1261	167	22	et	et	PROPN
cana-1261	167	23	al	al	PROPN
cana-1261	167	24	.	.	PROPN
cana-1261	167	25	,	,	PUNCT
cana-1261	167	26	2020	2020	NUM
cana-1261	167	27	)	)	PUNCT
cana-1261	167	28	.	.	PUNCT
cana-1261	168	1	predictive	predictive	ADJ
cana-1261	168	2	efforts	effort	NOUN
cana-1261	168	3	were	be	AUX
cana-1261	168	4	limited	limit	VERB
cana-1261	168	5	to	to	ADP
cana-1261	168	6	historical	historical	ADJ
cana-1261	168	7	trends	trend	NOUN
cana-1261	168	8	and	and	CCONJ
cana-1261	168	9	simple	simple	ADJ
cana-1261	168	10	metrics	metric	NOUN
cana-1261	168	11	like	like	ADP
cana-1261	168	12	sales	sale	NOUN
cana-1261	168	13	figures	figure	NOUN
cana-1261	168	14	or	or	CCONJ
cana-1261	168	15	project	project	NOUN
cana-1261	168	16	completion	completion	NOUN
cana-1261	168	17	rates	rate	NOUN
cana-1261	168	18	,	,	PUNCT
cana-1261	168	19	offering	offer	VERB
cana-1261	168	20	a	a	DET
cana-1261	168	21	narrow	narrow	ADJ
cana-1261	168	22	view	view	NOUN
cana-1261	168	23	of	of	ADP
cana-1261	168	24	employee	employee	NOUN
cana-1261	168	25	potential	potential	NOUN
cana-1261	168	26	.	.	PUNCT
cana-1261	169	1	in	in	ADP
cana-1261	169	2	contrast	contrast	NOUN
cana-1261	169	3	,	,	PUNCT
cana-1261	169	4	contemporary	contemporary	ADJ
cana-1261	169	5	practices	practice	NOUN
cana-1261	169	6	now	now	ADV
cana-1261	169	7	leverage	leverage	VERB
cana-1261	169	8	data	data	NOUN
cana-1261	169	9	analytics	analytic	NOUN
cana-1261	169	10	and	and	CCONJ
cana-1261	169	11	machine	machine	NOUN
cana-1261	169	12	learning	learning	NOUN
cana-1261	169	13	(	(	PUNCT
cana-1261	169	14	ml	ml	NOUN
cana-1261	169	15	)	)	PUNCT
cana-1261	169	16	to	to	PART
cana-1261	169	17	enhance	enhance	VERB
cana-1261	169	18	accuracy	accuracy	NOUN
cana-1261	169	19	and	and	CCONJ
cana-1261	169	20	objectivity	objectivity	NOUN
cana-1261	169	21	(	(	PUNCT
cana-1261	169	22	ali	ali	PROPN
cana-1261	169	23	et	et	PROPN
cana-1261	169	24	al	al	PROPN
cana-1261	169	25	.	.	PROPN
cana-1261	169	26	,	,	PUNCT
cana-1261	169	27	2019	2019	NUM
cana-1261	169	28	)	)	PUNCT
cana-1261	169	29	.	.	PUNCT
cana-1261	170	1	organisations	organisation	NOUN
cana-1261	170	2	today	today	NOUN
cana-1261	170	3	utilise	utilise	VERB
cana-1261	170	4	diverse	diverse	ADJ
cana-1261	170	5	data	datum	NOUN
cana-1261	170	6	sources	source	NOUN
cana-1261	170	7	such	such	ADJ
cana-1261	170	8	as	as	ADP
cana-1261	170	9	performance	performance	NOUN
cana-1261	170	10	reviews	review	NOUN
cana-1261	170	11	,	,	PUNCT
cana-1261	170	12	engagement	engagement	NOUN
cana-1261	170	13	surveys	survey	NOUN
cana-1261	170	14	,	,	PUNCT
cana-1261	170	15	360	360	NUM
cana-1261	170	16	-	-	PUNCT
cana-1261	170	17	degree	degree	NOUN
cana-1261	170	18	feedback	feedback	NOUN
cana-1261	170	19	,	,	PUNCT
cana-1261	170	20	and	and	CCONJ
cana-1261	170	21	real	real	ADJ
cana-1261	170	22	-	-	PUNCT
cana-1261	170	23	time	time	NOUN
cana-1261	170	24	productivity	productivity	NOUN
cana-1261	170	25	metrics	metric	NOUN
cana-1261	170	26	.	.	PUNCT
cana-1261	171	1	ml	ml	PROPN
cana-1261	171	2	algorithms	algorithms	PROPN
cana-1261	171	3	analyse	analyse	VERB
cana-1261	171	4	these	these	DET
cana-1261	171	5	datasets	dataset	NOUN
cana-1261	171	6	,	,	PUNCT
cana-1261	171	7	identifying	identify	VERB
cana-1261	171	8	patterns	pattern	NOUN
cana-1261	171	9	and	and	CCONJ
cana-1261	171	10	predictors	predictor	NOUN
cana-1261	171	11	of	of	ADP
cana-1261	171	12	high	high	ADJ
cana-1261	171	13	performance	performance	NOUN
cana-1261	171	14	.	.	PUNCT
cana-1261	172	1	this	this	DET
cana-1261	172	2	data	data	NOUN
cana-1261	172	3	-	-	PUNCT
cana-1261	172	4	driven	drive	VERB
cana-1261	172	5	approach	approach	NOUN
cana-1261	172	6	enables	enable	VERB
cana-1261	172	7	more	more	ADV
cana-1261	172	8	nuanced	nuanced	ADJ
cana-1261	172	9	and	and	CCONJ
cana-1261	172	10	objective	objective	ADJ
cana-1261	172	11	predictions	prediction	NOUN
cana-1261	172	12	,	,	PUNCT
cana-1261	172	13	reducing	reduce	VERB
cana-1261	172	14	reliance	reliance	NOUN
cana-1261	172	15	on	on	ADP
cana-1261	172	16	subjective	subjective	ADJ
cana-1261	172	17	judgment	judgment	NOUN
cana-1261	172	18	.	.	PUNCT
cana-1261	173	1	5	5	NUM
cana-1261	173	2	discussion	discussion	NOUN
cana-1261	173	3	and	and	CCONJ
cana-1261	173	4	implications	implication	NOUN
cana-1261	173	5	the	the	DET
cana-1261	173	6	adoption	adoption	NOUN
cana-1261	173	7	of	of	ADP
cana-1261	173	8	ml	ml	NOUN
cana-1261	173	9	in	in	ADP
cana-1261	173	10	talent	talent	NOUN
cana-1261	173	11	acquisition	acquisition	NOUN
cana-1261	173	12	is	be	AUX
cana-1261	173	13	not	not	PART
cana-1261	173	14	merely	merely	ADV
cana-1261	173	15	a	a	DET
cana-1261	173	16	technological	technological	ADJ
cana-1261	173	17	upgrade	upgrade	NOUN
cana-1261	173	18	;	;	PUNCT
cana-1261	173	19	it	it	PRON
cana-1261	173	20	signifies	signify	VERB
cana-1261	173	21	a	a	DET
cana-1261	173	22	profound	profound	ADJ
cana-1261	173	23	transformation	transformation	NOUN
cana-1261	173	24	in	in	ADP
cana-1261	173	25	the	the	DET
cana-1261	173	26	philosophy	philosophy	NOUN
cana-1261	173	27	and	and	CCONJ
cana-1261	173	28	practice	practice	NOUN
cana-1261	173	29	of	of	ADP
cana-1261	173	30	recruitment	recruitment	NOUN
cana-1261	173	31	.	.	PUNCT
cana-1261	174	1	by	by	ADP
cana-1261	174	2	embracing	embrace	VERB
cana-1261	174	3	a	a	DET
cana-1261	174	4	more	more	ADV
cana-1261	174	5	proactive	proactive	ADJ
cana-1261	174	6	,	,	PUNCT
cana-1261	174	7	predictive	predictive	ADJ
cana-1261	174	8	,	,	PUNCT
cana-1261	174	9	and	and	CCONJ
cana-1261	174	10	data	data	NOUN
cana-1261	174	11	-	-	PUNCT
cana-1261	174	12	driven	drive	VERB
cana-1261	174	13	approach	approach	NOUN
cana-1261	174	14	,	,	PUNCT
cana-1261	174	15	organisations	organisation	NOUN
cana-1261	174	16	can	can	AUX
cana-1261	174	17	revolutionise	revolutionise	VERB
cana-1261	174	18	their	their	PRON
cana-1261	174	19	ta	ta	PROPN
cana-1261	174	20	processes	process	NOUN
cana-1261	174	21	,	,	PUNCT
cana-1261	174	22	elevate	elevate	VERB
cana-1261	174	23	the	the	DET
cana-1261	174	24	quality	quality	NOUN
cana-1261	174	25	of	of	ADP
cana-1261	174	26	hires	hire	NOUN
cana-1261	174	27	,	,	PUNCT
cana-1261	174	28	and	and	CCONJ
cana-1261	174	29	better	well	ADV
cana-1261	174	30	align	align	VERB
cana-1261	174	31	their	their	PRON
cana-1261	174	32	recruitment	recruitment	NOUN
cana-1261	174	33	strategies	strategy	NOUN
cana-1261	174	34	with	with	ADP
cana-1261	174	35	organisational	organisational	ADJ
cana-1261	174	36	objectives	objective	NOUN
cana-1261	174	37	.	.	PUNCT
cana-1261	175	1	(	(	PUNCT
cana-1261	175	2	smelyakov	smelyakov	VERB
cana-1261	175	3	et	et	PROPN
cana-1261	175	4	al	al	PROPN
cana-1261	175	5	.	.	PROPN
cana-1261	175	6	,	,	PUNCT
cana-1261	175	7	2023)this	2023)this	NUM
cana-1261	175	8	transformation	transformation	NOUN
cana-1261	175	9	empowers	empower	VERB
cana-1261	175	10	hr	hr	NOUN
cana-1261	175	11	professionals	professional	NOUN
cana-1261	175	12	,	,	PUNCT
cana-1261	175	13	underscoring	underscore	VERB
cana-1261	175	14	the	the	DET
cana-1261	175	15	pivotal	pivotal	ADJ
cana-1261	175	16	role	role	NOUN
cana-1261	175	17	of	of	ADP
cana-1261	175	18	ml	ml	NOUN
cana-1261	175	19	in	in	ADP
cana-1261	175	20	shaping	shape	VERB
cana-1261	175	21	the	the	DET
cana-1261	175	22	future	future	NOUN
cana-1261	175	23	of	of	ADP
cana-1261	175	24	talent	talent	NOUN
cana-1261	175	25	acquisition	acquisition	NOUN
cana-1261	175	26	.	.	PUNCT
cana-1261	176	1	it	it	PRON
cana-1261	176	2	ensures	ensure	VERB
cana-1261	176	3	that	that	SCONJ
cana-1261	176	4	talent	talent	NOUN
cana-1261	176	5	acquisition	acquisition	NOUN
cana-1261	176	6	remains	remain	VERB
cana-1261	176	7	agile	agile	ADJ
cana-1261	176	8	,	,	PUNCT
cana-1261	176	9	inclusive	inclusive	ADJ
cana-1261	176	10	,	,	PUNCT
cana-1261	176	11	and	and	CCONJ
cana-1261	176	12	responsive	responsive	ADJ
cana-1261	176	13	to	to	ADP
cana-1261	176	14	changing	change	VERB
cana-1261	176	15	business	business	NOUN
cana-1261	176	16	needs	need	NOUN
cana-1261	176	17	.	.	PUNCT
cana-1261	177	1	ml	ml	PROPN
cana-1261	177	2	is	be	AUX
cana-1261	177	3	also	also	ADV
cana-1261	177	4	applied	apply	VERB
cana-1261	177	5	to	to	ADP
cana-1261	177	6	video	video	NOUN
cana-1261	177	7	interviews	interview	NOUN
cana-1261	177	8	,	,	PUNCT
cana-1261	177	9	where	where	SCONJ
cana-1261	177	10	algorithms	algorithm	NOUN
cana-1261	177	11	analyse	analyse	VERB
cana-1261	177	12	verbal	verbal	ADJ
cana-1261	177	13	and	and	CCONJ
cana-1261	177	14	non	non	ADJ
cana-1261	177	15	-	-	ADJ
cana-1261	177	16	verbal	verbal	ADJ
cana-1261	177	17	cues	cue	NOUN
cana-1261	177	18	to	to	PART
cana-1261	177	19	assess	assess	VERB
cana-1261	177	20	candidate	candidate	NOUN
cana-1261	177	21	suitability	suitability	NOUN
cana-1261	177	22	(	(	PUNCT
cana-1261	177	23	fisch	fisch	NOUN
cana-1261	177	24	and	and	CCONJ
cana-1261	177	25	block	block	NOUN
cana-1261	177	26	,	,	PUNCT
cana-1261	177	27	2018	2018	NUM
cana-1261	177	28	)	)	PUNCT
cana-1261	177	29	.	.	PUNCT
cana-1261	178	1	these	these	DET
cana-1261	178	2	tools	tool	NOUN
cana-1261	178	3	can	can	AUX
cana-1261	178	4	evaluate	evaluate	VERB
cana-1261	178	5	speech	speech	NOUN
cana-1261	178	6	patterns	pattern	NOUN
cana-1261	178	7	,	,	PUNCT
cana-1261	178	8	facial	facial	ADJ
cana-1261	178	9	expressions	expression	NOUN
cana-1261	178	10	,	,	PUNCT
cana-1261	178	11	and	and	CCONJ
cana-1261	178	12	body	body	NOUN
cana-1261	178	13	language	language	NOUN
cana-1261	178	14	,	,	PUNCT
cana-1261	178	15	providing	provide	VERB
cana-1261	178	16	additional	additional	ADJ
cana-1261	178	17	insight	insight	NOUN
cana-1261	178	18	beyond	beyond	ADP
cana-1261	178	19	traditional	traditional	ADJ
cana-1261	178	20	interviews	interview	NOUN
cana-1261	178	21	.	.	PUNCT
cana-1261	179	1	advanced	advanced	ADJ
cana-1261	179	2	ai	ai	PROPN
cana-1261	179	3	models	model	NOUN
cana-1261	179	4	will	will	AUX
cana-1261	179	5	analyse	analyse	VERB
cana-1261	179	6	vast	vast	ADJ
cana-1261	179	7	amounts	amount	NOUN
cana-1261	179	8	of	of	ADP
cana-1261	179	9	data	datum	NOUN
cana-1261	179	10	,	,	PUNCT
cana-1261	179	11	including	include	VERB
cana-1261	179	12	unstructured	unstructured	ADJ
cana-1261	179	13	data	datum	NOUN
cana-1261	179	14	from	from	ADP
cana-1261	179	15	emails	email	NOUN
cana-1261	179	16	,	,	PUNCT
cana-1261	179	17	social	social	ADJ
cana-1261	179	18	media	medium	NOUN
cana-1261	179	19	,	,	PUNCT
cana-1261	179	20	and	and	CCONJ
cana-1261	179	21	collaboration	collaboration	NOUN
cana-1261	179	22	tools	tool	NOUN
cana-1261	179	23	,	,	PUNCT
cana-1261	179	24	to	to	PART
cana-1261	179	25	predict	predict	VERB
cana-1261	179	26	performance	performance	NOUN
cana-1261	179	27	outcomes	outcome	NOUN
cana-1261	179	28	(	(	PUNCT
cana-1261	179	29	deeba	deeba	NOUN
cana-1261	179	30	,	,	PUNCT
cana-1261	179	31	2020	2020	NUM
cana-1261	179	32	;	;	PUNCT
cana-1261	179	33	etukudo	etukudo	NOUN
cana-1261	179	34	,	,	PUNCT
cana-1261	179	35	2019	2019	NUM
cana-1261	179	36	;	;	PUNCT
cana-1261	179	37	gueutal	gueutal	PROPN
cana-1261	179	38	,	,	PUNCT
cana-1261	179	39	2011).pillai	2011).pillai	NUM
cana-1261	179	40	and	and	CCONJ
cana-1261	179	41	sivathanu	sivathanu	NOUN
cana-1261	179	42	(	(	PUNCT
cana-1261	179	43	2020	2020	NUM
cana-1261	179	44	)	)	PUNCT
cana-1261	179	45	have	have	AUX
cana-1261	179	46	proposed	propose	VERB
cana-1261	179	47	a	a	DET
cana-1261	179	48	comprehensive	comprehensive	ADJ
cana-1261	179	49	model	model	NOUN
cana-1261	179	50	that	that	PRON
cana-1261	179	51	leverages	leverage	VERB
cana-1261	179	52	the	the	DET
cana-1261	179	53	technology	technology	NOUN
cana-1261	179	54	-	-	PUNCT
cana-1261	179	55	organization	organization	NOUN
cana-1261	179	56	-	-	PUNCT
cana-1261	179	57	environment	environment	NOUN
cana-1261	179	58	(	(	PUNCT
cana-1261	179	59	toe	toe	NOUN
cana-1261	179	60	)	)	PUNCT
cana-1261	179	61	and	and	CCONJ
cana-1261	179	62	task	task	NOUN
cana-1261	179	63	-	-	PUNCT
cana-1261	179	64	technology	technology	NOUN
cana-1261	179	65	-	-	PUNCT
cana-1261	179	66	fit	fit	ADJ
cana-1261	179	67	(	(	PUNCT
cana-1261	179	68	ttf	ttf	NOUN
cana-1261	179	69	)	)	PUNCT
cana-1261	179	70	frameworks	framework	NOUN
cana-1261	179	71	to	to	PART
cana-1261	179	72	explore	explore	VERB
cana-1261	179	73	adopting	adopt	VERB
cana-1261	179	74	ai	ai	VERB
cana-1261	179	75	technology	technology	NOUN
cana-1261	179	76	for	for	ADP
cana-1261	179	77	talent	talent	NOUN
cana-1261	179	78	acquisition	acquisition	NOUN
cana-1261	179	79	.	.	PUNCT
cana-1261	180	1	the	the	DET
cana-1261	180	2	model	model	NOUN
cana-1261	180	3	also	also	ADV
cana-1261	180	4	delves	delve	VERB
cana-1261	180	5	into	into	ADP
cana-1261	180	6	how	how	SCONJ
cana-1261	180	7	the	the	DET
cana-1261	180	8	alignment	alignment	NOUN
cana-1261	180	9	between	between	ADP
cana-1261	180	10	tasks	task	NOUN
cana-1261	180	11	and	and	CCONJ
cana-1261	180	12	technology	technology	NOUN
cana-1261	180	13	influences	influence	VERB
cana-1261	180	14	the	the	DET
cana-1261	180	15	effectiveness	effectiveness	NOUN
cana-1261	180	16	of	of	ADP
cana-1261	180	17	ai	ai	ADJ
cana-1261	180	18	adoption	adoption	NOUN
cana-1261	180	19	in	in	ADP
cana-1261	180	20	talent	talent	NOUN
cana-1261	180	21	acquisition	acquisition	NOUN
cana-1261	180	22	.	.	PUNCT
cana-1261	181	1	el	el	PROPN
cana-1261	181	2	-	-	PUNCT
cana-1261	181	3	rayes	rayes	PROPN
cana-1261	181	4	et	et	PROPN
cana-1261	181	5	al	al	PROPN
cana-1261	181	6	.	.	PROPN
cana-1261	181	7	(	(	PUNCT
cana-1261	181	8	2020	2020	NUM
cana-1261	181	9	)	)	PUNCT
cana-1261	181	10	developed	develop	VERB
cana-1261	181	11	a	a	DET
cana-1261	181	12	tree	tree	NOUN
cana-1261	181	13	-	-	PUNCT
cana-1261	181	14	based	base	VERB
cana-1261	181	15	binary	binary	ADJ
cana-1261	181	16	classification	classification	NOUN
cana-1261	181	17	model	model	NOUN
cana-1261	181	18	and	and	CCONJ
cana-1261	181	19	a	a	DET
cana-1261	181	20	machine	machine	NOUN
cana-1261	181	21	learning	learn	VERB
cana-1261	181	22	algorithm	algorithm	NOUN
cana-1261	181	23	to	to	PART
cana-1261	181	24	predict	predict	VERB
cana-1261	181	25	the	the	DET
cana-1261	181	26	likelihood	likelihood	NOUN
cana-1261	181	27	of	of	ADP
cana-1261	181	28	employee	employee	NOUN
cana-1261	181	29	attrition	attrition	NOUN
cana-1261	181	30	based	base	VERB
cana-1261	181	31	on	on	ADP
cana-1261	181	32	firm	firm	ADJ
cana-1261	181	33	cultural	cultural	ADJ
cana-1261	181	34	and	and	CCONJ
cana-1261	181	35	management	management	NOUN
cana-1261	181	36	attributes	attribute	NOUN
cana-1261	181	37	.	.	PUNCT
cana-1261	182	1	in	in	ADP
cana-1261	182	2	addition	addition	NOUN
cana-1261	182	3	,	,	PUNCT
cana-1261	182	4	they	they	PRON
cana-1261	182	5	observed	observe	VERB
cana-1261	182	6	that	that	SCONJ
cana-1261	182	7	random	random	ADJ
cana-1261	182	8	forest	forest	NOUN
cana-1261	182	9	and	and	CCONJ
cana-1261	182	10	decision	decision	NOUN
cana-1261	182	11	tree	tree	NOUN
cana-1261	182	12	methods	method	NOUN
cana-1261	182	13	are	be	AUX
cana-1261	182	14	the	the	DET
cana-1261	182	15	most	most	ADV
cana-1261	182	16	vital	vital	ADJ
cana-1261	182	17	attrition	attrition	NOUN
cana-1261	182	18	prediction	prediction	NOUN
cana-1261	182	19	models	model	NOUN
cana-1261	182	20	.	.	PUNCT
cana-1261	183	1	in	in	ADP
cana-1261	183	2	another	another	DET
cana-1261	183	3	study	study	NOUN
cana-1261	183	4	by	by	ADP
cana-1261	183	5	vedapradha	vedapradha	PROPN
cana-1261	183	6	et	et	PROPN
cana-1261	183	7	al	al	PROPN
cana-1261	183	8	.	.	PROPN
cana-1261	184	1	(	(	PUNCT
cana-1261	184	2	2019	2019	NUM
cana-1261	184	3	)	)	PUNCT
cana-1261	184	4	,	,	PUNCT
cana-1261	184	5	by	by	ADP
cana-1261	184	6	continuously	continuously	ADV
cana-1261	184	7	learning	learn	VERB
cana-1261	184	8	and	and	CCONJ
cana-1261	184	9	adapting	adapt	VERB
cana-1261	184	10	,	,	PUNCT
cana-1261	184	11	these	these	DET
cana-1261	184	12	models	model	NOUN
cana-1261	184	13	relieve	relieve	VERB
cana-1261	184	14	hr	hr	NOUN
cana-1261	184	15	professionals	professional	NOUN
cana-1261	184	16	from	from	ADP
cana-1261	184	17	the	the	DET
cana-1261	184	18	communications	communication	NOUN
cana-1261	184	19	on	on	ADP
cana-1261	184	20	applied	apply	VERB
cana-1261	184	21	nonlinear	nonlinear	ADJ
cana-1261	184	22	analysis	analysis	NOUN
cana-1261	184	23	issn	issn	NOUN
cana-1261	184	24	:	:	PUNCT
cana-1261	184	25	1074	1074	NUM
cana-1261	184	26	-	-	PUNCT
cana-1261	184	27	133x	133x	NUM
cana-1261	184	28	vol	vol	NOUN
cana-1261	184	29	31	31	NUM
cana-1261	184	30	no	no	NOUN
cana-1261	184	31	.	.	PUNCT
cana-1261	185	1	6s	6s	NUM
cana-1261	185	2	(	(	PUNCT
cana-1261	185	3	2024	2024	NUM
cana-1261	185	4	)	)	PUNCT
cana-1261	185	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	185	6	702	702	NUM
cana-1261	185	7	burden	burden	NOUN
cana-1261	185	8	of	of	ADP
cana-1261	185	9	repetitive	repetitive	ADJ
cana-1261	185	10	tasks	task	NOUN
cana-1261	185	11	,	,	PUNCT
cana-1261	185	12	allowing	allow	VERB
cana-1261	185	13	them	they	PRON
cana-1261	185	14	to	to	PART
cana-1261	185	15	focus	focus	VERB
cana-1261	185	16	on	on	ADP
cana-1261	185	17	strategic	strategic	ADJ
cana-1261	185	18	responsibilities	responsibility	NOUN
cana-1261	185	19	.	.	PUNCT
cana-1261	186	1	the	the	DET
cana-1261	186	2	potential	potential	NOUN
cana-1261	186	3	of	of	ADP
cana-1261	186	4	ml	ml	NOUN
cana-1261	186	5	in	in	ADP
cana-1261	186	6	automating	automate	VERB
cana-1261	186	7	tasks	task	NOUN
cana-1261	186	8	and	and	CCONJ
cana-1261	186	9	improving	improve	VERB
cana-1261	186	10	predictive	predictive	ADJ
cana-1261	186	11	accuracy	accuracy	NOUN
cana-1261	186	12	gives	give	VERB
cana-1261	186	13	hr	hr	NOUN
cana-1261	186	14	professionals	professional	NOUN
cana-1261	186	15	more	more	ADJ
cana-1261	186	16	control	control	NOUN
cana-1261	186	17	over	over	ADP
cana-1261	186	18	their	their	PRON
cana-1261	186	19	decisions	decision	NOUN
cana-1261	186	20	,	,	PUNCT
cana-1261	186	21	fostering	foster	VERB
cana-1261	186	22	a	a	DET
cana-1261	186	23	sense	sense	NOUN
cana-1261	186	24	of	of	ADP
cana-1261	186	25	relief	relief	NOUN
cana-1261	186	26	and	and	CCONJ
cana-1261	186	27	empowerment	empowerment	NOUN
cana-1261	186	28	.	.	PUNCT
cana-1261	187	1	(	(	PUNCT
cana-1261	187	2	institute	institute	NOUN
cana-1261	187	3	of	of	ADP
cana-1261	187	4	personnel	personnel	NOUN
cana-1261	187	5	,	,	PUNCT
cana-1261	187	6	2020)this	2020)this	NUM
cana-1261	187	7	strategic	strategic	ADJ
cana-1261	187	8	alignment	alignment	NOUN
cana-1261	187	9	of	of	ADP
cana-1261	187	10	recruiters	recruiter	NOUN
cana-1261	187	11	'	'	PART
cana-1261	187	12	strategies	strategy	NOUN
cana-1261	187	13	with	with	ADP
cana-1261	187	14	the	the	DET
cana-1261	187	15	organisation	organisation	NOUN
cana-1261	187	16	's	's	PART
cana-1261	187	17	goals	goal	NOUN
cana-1261	187	18	promotes	promote	VERB
cana-1261	187	19	proactive	proactive	ADJ
cana-1261	187	20	strategic	strategic	ADJ
cana-1261	187	21	decision	decision	NOUN
cana-1261	187	22	-	-	PUNCT
cana-1261	187	23	making	making	NOUN
cana-1261	187	24	.	.	PUNCT
cana-1261	188	1	it	it	PRON
cana-1261	188	2	instils	instil	VERB
cana-1261	188	3	confidence	confidence	NOUN
cana-1261	188	4	in	in	ADP
cana-1261	188	5	organisational	organisational	ADJ
cana-1261	188	6	leaders	leader	NOUN
cana-1261	188	7	,	,	PUNCT
cana-1261	188	8	assuring	assure	VERB
cana-1261	188	9	them	they	PRON
cana-1261	188	10	that	that	SCONJ
cana-1261	188	11	their	their	PRON
cana-1261	188	12	decisions	decision	NOUN
cana-1261	188	13	are	be	AUX
cana-1261	188	14	based	base	VERB
cana-1261	188	15	on	on	ADP
cana-1261	188	16	data	data	NOUN
cana-1261	188	17	-	-	PUNCT
cana-1261	188	18	driven	drive	VERB
cana-1261	188	19	insights	insight	NOUN
cana-1261	188	20	,	,	PUNCT
cana-1261	188	21	and	and	CCONJ
cana-1261	188	22	fostering	foster	VERB
cana-1261	188	23	a	a	DET
cana-1261	188	24	sense	sense	NOUN
cana-1261	188	25	of	of	ADP
cana-1261	188	26	confidence	confidence	NOUN
cana-1261	188	27	and	and	CCONJ
cana-1261	188	28	trust	trust	NOUN
cana-1261	188	29	in	in	ADP
cana-1261	188	30	the	the	DET
cana-1261	188	31	decision	decision	NOUN
cana-1261	188	32	-	-	PUNCT
cana-1261	188	33	making	make	VERB
cana-1261	188	34	process	process	NOUN
cana-1261	188	35	.	.	PUNCT
cana-1261	189	1	here	here	ADV
cana-1261	189	2	’s	’	VERB
cana-1261	189	3	a	a	DET
cana-1261	189	4	detailed	detailed	ADJ
cana-1261	189	5	table	table	NOUN
cana-1261	189	6	that	that	PRON
cana-1261	189	7	outlines	outline	VERB
cana-1261	189	8	various	various	ADJ
cana-1261	189	9	talent	talent	NOUN
cana-1261	189	10	acquisition	acquisition	NOUN
cana-1261	189	11	(	(	PUNCT
cana-1261	189	12	ta	ta	NOUN
cana-1261	189	13	)	)	PUNCT
cana-1261	189	14	practices	practice	NOUN
cana-1261	189	15	,	,	PUNCT
cana-1261	189	16	the	the	DET
cana-1261	189	17	ml	ml	PROPN
cana-1261	189	18	algorithms	algorithm	NOUN
cana-1261	189	19	used	use	VERB
cana-1261	189	20	,	,	PUNCT
cana-1261	189	21	and	and	CCONJ
cana-1261	189	22	the	the	DET
cana-1261	189	23	ai	ai	ADJ
cana-1261	189	24	tools	tool	NOUN
cana-1261	189	25	or	or	CCONJ
cana-1261	189	26	advancements	advancement	NOUN
cana-1261	189	27	available	available	ADJ
cana-1261	189	28	for	for	ADP
cana-1261	189	29	each	each	DET
cana-1261	189	30	function	function	NOUN
cana-1261	189	31	:	:	PUNCT
cana-1261	189	32	table	table	NOUN
cana-1261	189	33	1	1	NUM
cana-1261	189	34	:	:	PUNCT
cana-1261	189	35	functions	function	NOUN
cana-1261	189	36	of	of	ADP
cana-1261	189	37	ml	ml	NOUN
cana-1261	189	38	algorithms	algorithm	NOUN
cana-1261	189	39	and	and	CCONJ
cana-1261	189	40	ai	ai	VERB
cana-1261	189	41	tools	tool	NOUN
cana-1261	189	42	ta	ta	PART
cana-1261	189	43	function	function	VERB
cana-1261	189	44	ml	ml	ADP
cana-1261	189	45	algorithms	algorithm	NOUN
cana-1261	189	46	used	use	VERB
cana-1261	189	47	ai	ai	VERB
cana-1261	189	48	tools	tool	NOUN
cana-1261	189	49	/	/	SYM
cana-1261	189	50	advancements	advancement	NOUN
cana-1261	189	51	resume	resume	NOUN
cana-1261	189	52	screening	screen	VERB
cana-1261	189	53	natural	natural	ADJ
cana-1261	189	54	language	language	NOUN
cana-1261	189	55	processing	processing	NOUN
cana-1261	189	56	(	(	PUNCT
cana-1261	189	57	nlp	nlp	NOUN
cana-1261	189	58	)	)	PUNCT
cana-1261	189	59	,	,	PUNCT
cana-1261	189	60	clustering	clustering	ADJ
cana-1261	189	61	textio	textio	NOUN
cana-1261	189	62	,	,	PUNCT
cana-1261	189	63	grammarly	grammarly	ADV
cana-1261	189	64	,	,	PUNCT
cana-1261	189	65	ongig	ongig	ADJ
cana-1261	189	66	sourcing	source	VERB
cana-1261	189	67	candidates	candidate	NOUN
cana-1261	189	68	decision	decision	NOUN
cana-1261	189	69	trees	tree	NOUN
cana-1261	189	70	,	,	PUNCT
cana-1261	189	71	random	random	ADJ
cana-1261	189	72	forest	forest	NOUN
cana-1261	189	73	,	,	PUNCT
cana-1261	189	74	reinforcement	reinforcement	NOUN
cana-1261	189	75	learning	learning	NOUN
cana-1261	189	76	linkedin	linkedin	NOUN
cana-1261	189	77	recruiter	recruiter	NOUN
cana-1261	189	78	,	,	PUNCT
cana-1261	189	79	hiretual	hiretual	ADJ
cana-1261	189	80	,	,	PUNCT
cana-1261	189	81	entelo	entelo	VERB
cana-1261	189	82	resume	resume	NOUN
cana-1261	189	83	screening	screen	VERB
cana-1261	189	84	naive	naive	ADJ
cana-1261	189	85	bayes	bayes	NOUN
cana-1261	189	86	,	,	PUNCT
cana-1261	189	87	decision	decision	NOUN
cana-1261	189	88	trees	tree	NOUN
cana-1261	189	89	,	,	PUNCT
cana-1261	189	90	random	random	ADJ
cana-1261	189	91	forest	forest	NOUN
cana-1261	189	92	arya	arya	PROPN
cana-1261	189	93	,	,	PUNCT
cana-1261	189	94	hirevue	hirevue	ADJ
cana-1261	189	95	,	,	PUNCT
cana-1261	189	96	textio	textio	NOUN
cana-1261	189	97	,	,	PUNCT
cana-1261	189	98	linkedin	linkedin	NOUN
cana-1261	189	99	recruiter	recruiter	NOUN
cana-1261	189	100	skills	skill	NOUN
cana-1261	189	101	assessment	assessment	NOUN
cana-1261	189	102	logistic	logistic	ADJ
cana-1261	189	103	regression	regression	NOUN
cana-1261	189	104	,	,	PUNCT
cana-1261	189	105	support	support	VERB
cana-1261	189	106	vector	vector	NOUN
cana-1261	189	107	machines	machine	NOUN
cana-1261	189	108	(	(	PUNCT
cana-1261	189	109	svm	svm	PROPN
cana-1261	189	110	)	)	PUNCT
cana-1261	189	111	,	,	PUNCT
cana-1261	189	112	neural	neural	ADJ
cana-1261	189	113	networks	network	NOUN
cana-1261	189	114	codility	codility	NOUN
cana-1261	189	115	,	,	PUNCT
cana-1261	189	116	hackerrank	hackerrank	NOUN
cana-1261	189	117	,	,	PUNCT
cana-1261	189	118	pymetrics	pymetric	NOUN
cana-1261	189	119	interviewing	interview	VERB
cana-1261	189	120	nlp	nlp	NOUN
cana-1261	189	121	,	,	PUNCT
cana-1261	189	122	reinforcement	reinforcement	NOUN
cana-1261	189	123	learning	learning	NOUN
cana-1261	189	124	,	,	PUNCT
cana-1261	189	125	cnns	cnns	PROPN
cana-1261	189	126	hirevue	hirevue	PROPN
cana-1261	189	127	,	,	PUNCT
cana-1261	189	128	modern	modern	ADJ
cana-1261	189	129	hire	hire	NOUN
cana-1261	189	130	,	,	PUNCT
cana-1261	189	131	interview	interview	NOUN
cana-1261	189	132	mocha	mocha	NOUN
cana-1261	189	133	selection	selection	NOUN
cana-1261	189	134	decision	decision	NOUN
cana-1261	189	135	gradient	gradient	NOUN
cana-1261	189	136	boosting	boosting	NOUN
cana-1261	189	137	,	,	PUNCT
cana-1261	189	138	random	random	ADJ
cana-1261	189	139	forest	forest	NOUN
cana-1261	189	140	,	,	PUNCT
cana-1261	189	141	neural	neural	ADJ
cana-1261	189	142	networks	network	NOUN
cana-1261	189	143	pymetrics	pymetric	NOUN
cana-1261	189	144	,	,	PUNCT
cana-1261	189	145	koru	koru	PROPN
cana-1261	189	146	,	,	PUNCT
cana-1261	189	147	predictivehire	predictivehire	NOUN
cana-1261	189	148	candidate	candidate	NOUN
cana-1261	189	149	engagement	engagement	NOUN
cana-1261	189	150	nlp	nlp	NOUN
cana-1261	189	151	,	,	PUNCT
cana-1261	189	152	reinforcement	reinforcement	NOUN
cana-1261	189	153	learning	learning	NOUN
cana-1261	189	154	paradox	paradox	ADJ
cana-1261	189	155	olivia	olivia	PROPN
cana-1261	189	156	,	,	PUNCT
cana-1261	189	157	mya	mya	NOUN
cana-1261	189	158	systems	systems	PROPN
cana-1261	189	159	,	,	PUNCT
cana-1261	189	160	beamery	beamery	NOUN
cana-1261	189	161	employee	employee	NOUN
cana-1261	189	162	retention	retention	NOUN
cana-1261	189	163	prediction	prediction	NOUN
cana-1261	189	164	random	random	ADJ
cana-1261	189	165	forest	forest	NOUN
cana-1261	189	166	,	,	PUNCT
cana-1261	189	167	gradient	gradient	NOUN
cana-1261	189	168	boosting	boosting	NOUN
cana-1261	189	169	,	,	PUNCT
cana-1261	189	170	neural	neural	ADJ
cana-1261	189	171	networks	network	NOUN
cana-1261	189	172	ultimate	ultimate	ADJ
cana-1261	189	173	software	software	NOUN
cana-1261	189	174	,	,	PUNCT
cana-1261	189	175	eightfold.ai	eightfold.ai	PROPN
cana-1261	189	176	,	,	PUNCT
cana-1261	189	177	visier	visier	NOUN
cana-1261	189	178	performance	performance	NOUN
cana-1261	189	179	prediction	prediction	NOUN
cana-1261	189	180	decision	decision	NOUN
cana-1261	189	181	trees	tree	NOUN
cana-1261	189	182	,	,	PUNCT
cana-1261	189	183	random	random	ADJ
cana-1261	189	184	forests	forest	NOUN
cana-1261	189	185	,	,	PUNCT
cana-1261	189	186	neural	neural	ADJ
cana-1261	189	187	networks	network	NOUN
cana-1261	189	188	workday	workday	PROPN
cana-1261	189	189	,	,	PUNCT
cana-1261	189	190	sap	sap	PROPN
cana-1261	189	191	successfactors	successfactor	NOUN
cana-1261	189	192	,	,	PUNCT
cana-1261	189	193	oracle	oracle	PROPN
cana-1261	189	194	hcm	hcm	PROPN
cana-1261	189	195	the	the	DET
cana-1261	189	196	review	review	NOUN
cana-1261	189	197	highlights	highlight	VERB
cana-1261	189	198	the	the	DET
cana-1261	189	199	pivotal	pivotal	ADJ
cana-1261	189	200	role	role	NOUN
cana-1261	189	201	of	of	ADP
cana-1261	189	202	ml	ml	NOUN
cana-1261	189	203	applications	application	NOUN
cana-1261	189	204	in	in	ADP
cana-1261	189	205	talent	talent	NOUN
cana-1261	189	206	acquisition	acquisition	NOUN
cana-1261	189	207	,	,	PUNCT
cana-1261	189	208	significantly	significantly	ADV
cana-1261	189	209	enhancing	enhance	VERB
cana-1261	189	210	process	process	NOUN
cana-1261	189	211	efficiency	efficiency	NOUN
cana-1261	189	212	,	,	PUNCT
cana-1261	189	213	accuracy	accuracy	NOUN
cana-1261	189	214	,	,	PUNCT
cana-1261	189	215	and	and	CCONJ
cana-1261	189	216	strategic	strategic	ADJ
cana-1261	189	217	alignment	alignment	NOUN
cana-1261	189	218	.	.	PUNCT
cana-1261	190	1	ml	ml	X
cana-1261	191	1	algorithms	algorithm	NOUN
cana-1261	191	2	streamline	streamline	VERB
cana-1261	191	3	tasks	task	NOUN
cana-1261	191	4	such	such	ADJ
cana-1261	191	5	as	as	ADP
cana-1261	191	6	resume	resume	NOUN
cana-1261	191	7	screening	screening	NOUN
cana-1261	191	8	and	and	CCONJ
cana-1261	191	9	candidate	candidate	NOUN
cana-1261	191	10	shortlisting	shortlisting	NOUN
cana-1261	191	11	,	,	PUNCT
cana-1261	191	12	leading	lead	VERB
cana-1261	191	13	to	to	ADP
cana-1261	191	14	notable	notable	ADJ
cana-1261	191	15	time	time	NOUN
cana-1261	191	16	and	and	CCONJ
cana-1261	191	17	cost	cost	NOUN
cana-1261	191	18	savings	saving	NOUN
cana-1261	191	19	(	(	PUNCT
cana-1261	191	20	deloitte	deloitte	PROPN
cana-1261	191	21	,	,	PUNCT
cana-1261	191	22	2018a	2018a	NUM
cana-1261	191	23	;	;	PUNCT
cana-1261	191	24	garg	garg	PROPN
cana-1261	191	25	et	et	PROPN
cana-1261	191	26	al	al	PROPN
cana-1261	191	27	.	.	PROPN
cana-1261	191	28	,	,	PUNCT
cana-1261	191	29	2022	2022	NUM
cana-1261	191	30	)	)	PUNCT
cana-1261	191	31	.	.	PUNCT
cana-1261	192	1	this	this	DET
cana-1261	192	2	operational	operational	ADJ
cana-1261	192	3	efficiency	efficiency	NOUN
cana-1261	192	4	enables	enable	VERB
cana-1261	192	5	hr	hr	NOUN
cana-1261	192	6	professionals	professional	NOUN
cana-1261	192	7	to	to	PART
cana-1261	192	8	prioritise	prioritise	VERB
cana-1261	192	9	strategic	strategic	ADJ
cana-1261	192	10	initiatives	initiative	NOUN
cana-1261	192	11	,	,	PUNCT
cana-1261	192	12	alleviating	alleviate	VERB
cana-1261	192	13	the	the	DET
cana-1261	192	14	burden	burden	NOUN
cana-1261	192	15	of	of	ADP
cana-1261	192	16	repetitive	repetitive	ADJ
cana-1261	192	17	tasks	task	NOUN
cana-1261	192	18	.	.	PUNCT
cana-1261	193	1	furthermore	furthermore	ADV
cana-1261	193	2	,	,	PUNCT
cana-1261	193	3	ml	ml	ADP
cana-1261	193	4	models	model	NOUN
cana-1261	193	5	provide	provide	VERB
cana-1261	193	6	predictive	predictive	ADJ
cana-1261	193	7	analytics	analytic	NOUN
cana-1261	193	8	that	that	PRON
cana-1261	193	9	anticipates	anticipate	VERB
cana-1261	193	10	candidate	candidate	NOUN
cana-1261	193	11	success	success	NOUN
cana-1261	193	12	and	and	CCONJ
cana-1261	193	13	forecast	forecast	NOUN
cana-1261	193	14	employee	employee	NOUN
cana-1261	193	15	turnover	turnover	NOUN
cana-1261	193	16	,	,	PUNCT
cana-1261	193	17	empowering	empower	VERB
cana-1261	193	18	proactive	proactive	ADJ
cana-1261	193	19	and	and	CCONJ
cana-1261	193	20	informed	informed	ADJ
cana-1261	193	21	hiring	hiring	NOUN
cana-1261	193	22	decisions	decision	NOUN
cana-1261	193	23	(	(	PUNCT
cana-1261	193	24	angrave	angrave	NOUN
cana-1261	193	25	et	et	PROPN
cana-1261	193	26	al	al	PROPN
cana-1261	193	27	.	.	PROPN
cana-1261	193	28	,	,	PUNCT
cana-1261	193	29	2016	2016	NUM
cana-1261	193	30	;	;	PUNCT
cana-1261	193	31	deloitte	deloitte	PROPN
cana-1261	193	32	,	,	PUNCT
cana-1261	193	33	2018a	2018a	NUM
cana-1261	193	34	;	;	PUNCT
cana-1261	193	35	gupta	gupta	PROPN
cana-1261	193	36	et	et	PROPN
cana-1261	193	37	al	al	PROPN
cana-1261	193	38	.	.	PROPN
cana-1261	193	39	,	,	PUNCT
cana-1261	193	40	2018	2018	NUM
cana-1261	193	41	;	;	PUNCT
cana-1261	193	42	sivathanu	sivathanu	NOUN
cana-1261	193	43	and	and	CCONJ
cana-1261	193	44	pillai	pillai	PROPN
cana-1261	193	45	,	,	PUNCT
cana-1261	193	46	2019	2019	NUM
cana-1261	193	47	;	;	PUNCT
cana-1261	193	48	walford	walford	NOUN
cana-1261	193	49	-	-	PUNCT
cana-1261	193	50	wright	wright	PROPN
cana-1261	193	51	and	and	CCONJ
cana-1261	193	52	scott	scott	PROPN
cana-1261	193	53	-	-	PUNCT
cana-1261	193	54	jackson	jackson	PROPN
cana-1261	193	55	,	,	PUNCT
cana-1261	193	56	2018	2018	NUM
cana-1261	193	57	)	)	PUNCT
cana-1261	193	58	.	.	PUNCT
cana-1261	194	1	by	by	ADP
cana-1261	194	2	analysing	analyse	VERB
cana-1261	194	3	extensive	extensive	ADJ
cana-1261	194	4	datasets	dataset	NOUN
cana-1261	194	5	,	,	PUNCT
cana-1261	194	6	ml	ml	AUX
cana-1261	194	7	identifies	identify	VERB
cana-1261	194	8	patterns	pattern	NOUN
cana-1261	194	9	that	that	PRON
cana-1261	194	10	optimise	optimise	VERB
cana-1261	194	11	the	the	DET
cana-1261	194	12	quality	quality	NOUN
cana-1261	194	13	of	of	ADP
cana-1261	194	14	hires	hire	NOUN
cana-1261	194	15	,	,	PUNCT
cana-1261	194	16	ensuring	ensure	VERB
cana-1261	194	17	alignment	alignment	NOUN
cana-1261	194	18	with	with	ADP
cana-1261	194	19	organisational	organisational	ADJ
cana-1261	194	20	objectives	objective	NOUN
cana-1261	194	21	(	(	PUNCT
cana-1261	194	22	dutta	dutta	NOUN
cana-1261	194	23	and	and	CCONJ
cana-1261	194	24	vedak	vedak	PROPN
cana-1261	194	25	,	,	PUNCT
cana-1261	194	26	2023	2023	NUM
cana-1261	194	27	)	)	PUNCT
cana-1261	194	28	.	.	PUNCT
cana-1261	195	1	this	this	DET
cana-1261	195	2	data	data	NOUN
cana-1261	195	3	-	-	PUNCT
cana-1261	195	4	driven	drive	VERB
cana-1261	195	5	approach	approach	NOUN
cana-1261	195	6	minimises	minimise	NOUN
cana-1261	195	7	biases	bias	NOUN
cana-1261	195	8	and	and	CCONJ
cana-1261	195	9	bolsters	bolster	VERB
cana-1261	195	10	confidence	confidence	NOUN
cana-1261	195	11	in	in	ADP
cana-1261	195	12	fairness	fairness	NOUN
cana-1261	195	13	,	,	PUNCT
cana-1261	195	14	fostering	foster	VERB
cana-1261	195	15	ongoing	ongoing	ADJ
cana-1261	195	16	enhancements	enhancement	NOUN
cana-1261	195	17	in	in	ADP
cana-1261	195	18	recruitment	recruitment	NOUN
cana-1261	195	19	strategies	strategy	NOUN
cana-1261	195	20	(	(	PUNCT
cana-1261	195	21	falletta	falletta	ADJ
cana-1261	195	22	and	and	CCONJ
cana-1261	195	23	combs	comb	NOUN
cana-1261	195	24	,	,	PUNCT
cana-1261	195	25	2021	2021	NUM
cana-1261	195	26	)	)	PUNCT
cana-1261	195	27	.	.	PUNCT
cana-1261	196	1	ml	ml	AUX
cana-1261	196	2	emerges	emerge	NOUN
cana-1261	196	3	as	as	ADP
cana-1261	196	4	an	an	DET
cana-1261	196	5	indispensable	indispensable	ADJ
cana-1261	196	6	asset	asset	NOUN
cana-1261	196	7	in	in	ADP
cana-1261	196	8	modern	modern	ADJ
cana-1261	196	9	talent	talent	NOUN
cana-1261	196	10	acquisition	acquisition	NOUN
cana-1261	196	11	,	,	PUNCT
cana-1261	196	12	promising	promise	VERB
cana-1261	196	13	substantial	substantial	ADJ
cana-1261	196	14	advancements	advancement	NOUN
cana-1261	196	15	in	in	ADP
cana-1261	196	16	hr	hr	NOUN
cana-1261	196	17	practices	practice	NOUN
cana-1261	196	18	.	.	PUNCT
cana-1261	197	1	communications	communication	NOUN
cana-1261	197	2	on	on	ADP
cana-1261	197	3	applied	apply	VERB
cana-1261	197	4	nonlinear	nonlinear	ADJ
cana-1261	197	5	analysis	analysis	NOUN
cana-1261	197	6	issn	issn	NOUN
cana-1261	197	7	:	:	PUNCT
cana-1261	197	8	1074	1074	NUM
cana-1261	197	9	-	-	PUNCT
cana-1261	197	10	133x	133x	NUM
cana-1261	197	11	vol	vol	NOUN
cana-1261	197	12	31	31	NUM
cana-1261	197	13	no	no	NOUN
cana-1261	197	14	.	.	PUNCT
cana-1261	198	1	6s	6s	NUM
cana-1261	198	2	(	(	PUNCT
cana-1261	198	3	2024	2024	NUM
cana-1261	198	4	)	)	PUNCT
cana-1261	198	5	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	199	1	703	703	NUM
cana-1261	199	2	future	future	ADJ
cana-1261	199	3	research	research	NOUN
cana-1261	199	4	directions	direction	NOUN
cana-1261	199	5	the	the	DET
cana-1261	199	6	integration	integration	NOUN
cana-1261	199	7	of	of	ADP
cana-1261	199	8	machine	machine	NOUN
cana-1261	199	9	learning	learning	NOUN
cana-1261	199	10	(	(	PUNCT
cana-1261	199	11	ml	ml	NOUN
cana-1261	199	12	)	)	PUNCT
cana-1261	199	13	and	and	CCONJ
cana-1261	199	14	artificial	artificial	ADJ
cana-1261	199	15	intelligence	intelligence	NOUN
cana-1261	199	16	(	(	PUNCT
cana-1261	199	17	ai	ai	NOUN
cana-1261	199	18	)	)	PUNCT
cana-1261	199	19	in	in	ADP
cana-1261	199	20	talent	talent	NOUN
cana-1261	199	21	acquisition	acquisition	NOUN
cana-1261	199	22	(	(	PUNCT
cana-1261	199	23	ta	ta	NOUN
cana-1261	199	24	)	)	PUNCT
cana-1261	199	25	presents	present	VERB
cana-1261	199	26	numerous	numerous	ADJ
cana-1261	199	27	avenues	avenue	NOUN
cana-1261	199	28	for	for	ADP
cana-1261	199	29	future	future	ADJ
cana-1261	199	30	research	research	NOUN
cana-1261	199	31	.	.	PUNCT
cana-1261	200	1	potential	potential	ADJ
cana-1261	200	2	areas	area	NOUN
cana-1261	200	3	include	include	VERB
cana-1261	200	4	developing	develop	VERB
cana-1261	200	5	models	model	NOUN
cana-1261	200	6	to	to	PART
cana-1261	200	7	handle	handle	VERB
cana-1261	200	8	structured	structured	ADJ
cana-1261	200	9	data	datum	NOUN
cana-1261	200	10	and	and	CCONJ
cana-1261	200	11	effectively	effectively	ADV
cana-1261	200	12	analyse	analyse	VERB
cana-1261	200	13	unstructured	unstructured	ADJ
cana-1261	200	14	data	datum	NOUN
cana-1261	200	15	such	such	ADJ
cana-1261	200	16	as	as	ADP
cana-1261	200	17	text	text	NOUN
cana-1261	200	18	,	,	PUNCT
cana-1261	200	19	video	video	NOUN
cana-1261	200	20	,	,	PUNCT
cana-1261	200	21	and	and	CCONJ
cana-1261	200	22	audio	audio	NOUN
cana-1261	200	23	from	from	ADP
cana-1261	200	24	resumes	resume	NOUN
cana-1261	200	25	,	,	PUNCT
cana-1261	200	26	interviews	interview	NOUN
cana-1261	200	27	,	,	PUNCT
cana-1261	200	28	and	and	CCONJ
cana-1261	200	29	social	social	ADJ
cana-1261	200	30	media	medium	NOUN
cana-1261	200	31	profiles	profile	NOUN
cana-1261	200	32	(	(	PUNCT
cana-1261	200	33	shet	shet	PROPN
cana-1261	200	34	&	&	CCONJ
cana-1261	200	35	nair	nair	PROPN
cana-1261	200	36	,	,	PUNCT
cana-1261	200	37	2022	2022	NUM
cana-1261	200	38	)	)	PUNCT
cana-1261	200	39	.	.	PUNCT
cana-1261	201	1	enhancing	enhance	VERB
cana-1261	201	2	natural	natural	ADJ
cana-1261	201	3	language	language	NOUN
cana-1261	201	4	processing	processing	NOUN
cana-1261	201	5	(	(	PUNCT
cana-1261	201	6	nlp	nlp	NOUN
cana-1261	201	7	)	)	PUNCT
cana-1261	201	8	capabilities	capability	NOUN
cana-1261	201	9	to	to	PART
cana-1261	201	10	improve	improve	VERB
cana-1261	201	11	job	job	NOUN
cana-1261	201	12	description	description	NOUN
cana-1261	201	13	creation	creation	NOUN
cana-1261	201	14	and	and	CCONJ
cana-1261	201	15	resume	resume	VERB
cana-1261	201	16	screening	screen	VERB
cana-1261	201	17	accuracy	accuracy	NOUN
cana-1261	201	18	and	and	CCONJ
cana-1261	201	19	relevance	relevance	NOUN
cana-1261	201	20	is	be	AUX
cana-1261	201	21	also	also	ADV
cana-1261	201	22	a	a	DET
cana-1261	201	23	promising	promising	ADJ
cana-1261	201	24	area	area	NOUN
cana-1261	201	25	for	for	ADP
cana-1261	201	26	investigation	investigation	NOUN
cana-1261	201	27	(	(	PUNCT
cana-1261	201	28	bersin	bersin	NOUN
cana-1261	201	29	,	,	PUNCT
cana-1261	201	30	2018	2018	NUM
cana-1261	201	31	;	;	PUNCT
cana-1261	201	32	garg	garg	PROPN
cana-1261	201	33	et	et	PROPN
cana-1261	201	34	al	al	PROPN
cana-1261	201	35	.	.	PROPN
cana-1261	201	36	,	,	PUNCT
cana-1261	201	37	2022	2022	NUM
cana-1261	201	38	;	;	PUNCT
cana-1261	201	39	sivathanu	sivathanu	PROPN
cana-1261	201	40	&	&	CCONJ
cana-1261	201	41	pillai	pillai	PROPN
cana-1261	201	42	,	,	PUNCT
cana-1261	201	43	2020	2020	NUM
cana-1261	201	44	)	)	PUNCT
cana-1261	201	45	.	.	PUNCT
cana-1261	202	1	another	another	DET
cana-1261	202	2	critical	critical	ADJ
cana-1261	202	3	research	research	NOUN
cana-1261	202	4	focus	focus	NOUN
cana-1261	202	5	is	be	AUX
cana-1261	202	6	identifying	identify	VERB
cana-1261	202	7	and	and	CCONJ
cana-1261	202	8	mitigating	mitigate	VERB
cana-1261	202	9	bias	bias	NOUN
cana-1261	202	10	in	in	ADP
cana-1261	202	11	ml	ml	NOUN
cana-1261	202	12	models	model	NOUN
cana-1261	202	13	.	.	PUNCT
cana-1261	203	1	ensuring	ensure	VERB
cana-1261	203	2	fairness	fairness	NOUN
cana-1261	203	3	and	and	CCONJ
cana-1261	203	4	equity	equity	NOUN
cana-1261	203	5	in	in	ADP
cana-1261	203	6	hiring	hire	VERB
cana-1261	203	7	processes	process	NOUN
cana-1261	203	8	by	by	ADP
cana-1261	203	9	developing	develop	VERB
cana-1261	203	10	fairness	fairness	NOUN
cana-1261	203	11	-	-	PUNCT
cana-1261	203	12	aware	aware	ADJ
cana-1261	203	13	ml	ml	NOUN
cana-1261	203	14	models	model	NOUN
cana-1261	203	15	and	and	CCONJ
cana-1261	203	16	robust	robust	ADJ
cana-1261	203	17	evaluation	evaluation	NOUN
cana-1261	203	18	frameworks	framework	NOUN
cana-1261	203	19	is	be	AUX
cana-1261	203	20	essential	essential	ADJ
cana-1261	203	21	to	to	PART
cana-1261	203	22	prevent	prevent	VERB
cana-1261	203	23	biased	biased	ADJ
cana-1261	203	24	algorithms	algorithm	NOUN
cana-1261	203	25	from	from	ADP
cana-1261	203	26	perpetuating	perpetuate	VERB
cana-1261	203	27	discrimination	discrimination	NOUN
cana-1261	203	28	and	and	CCONJ
cana-1261	203	29	hindering	hinder	VERB
cana-1261	203	30	diversity	diversity	NOUN
cana-1261	203	31	efforts	effort	NOUN
cana-1261	203	32	.	.	PUNCT
cana-1261	204	1	additionally	additionally	ADV
cana-1261	204	2	,	,	PUNCT
cana-1261	204	3	exploring	explore	VERB
cana-1261	204	4	the	the	DET
cana-1261	204	5	ethical	ethical	ADJ
cana-1261	204	6	implications	implication	NOUN
cana-1261	204	7	of	of	ADP
cana-1261	204	8	ai	ai	NOUN
cana-1261	204	9	and	and	CCONJ
cana-1261	204	10	ml	ml	NOUN
cana-1261	204	11	in	in	ADP
cana-1261	204	12	ta	ta	PROPN
cana-1261	204	13	,	,	PUNCT
cana-1261	204	14	including	include	VERB
cana-1261	204	15	privacy	privacy	NOUN
cana-1261	204	16	concerns	concern	NOUN
cana-1261	204	17	and	and	CCONJ
cana-1261	204	18	regulatory	regulatory	ADJ
cana-1261	204	19	compliance	compliance	NOUN
cana-1261	204	20	like	like	ADP
cana-1261	204	21	gdpr	gdpr	PROPN
cana-1261	204	22	,	,	PUNCT
cana-1261	204	23	requires	require	VERB
cana-1261	204	24	further	further	ADJ
cana-1261	204	25	scrutiny	scrutiny	NOUN
cana-1261	204	26	(	(	PUNCT
cana-1261	204	27	upadhyay	upadhyay	PROPN
cana-1261	204	28	&	&	CCONJ
cana-1261	204	29	khandelwal	khandelwal	PROPN
cana-1261	204	30	,	,	PUNCT
cana-1261	204	31	2018	2018	NUM
cana-1261	204	32	)	)	PUNCT
cana-1261	204	33	.	.	PUNCT
cana-1261	205	1	future	future	ADJ
cana-1261	205	2	studies	study	NOUN
cana-1261	205	3	could	could	AUX
cana-1261	205	4	also	also	ADV
cana-1261	205	5	examine	examine	VERB
cana-1261	205	6	the	the	DET
cana-1261	205	7	long	long	ADJ
cana-1261	205	8	-	-	PUNCT
cana-1261	205	9	term	term	NOUN
cana-1261	205	10	impacts	impact	NOUN
cana-1261	205	11	of	of	ADP
cana-1261	205	12	ai	ai	NOUN
cana-1261	205	13	-	-	PUNCT
cana-1261	205	14	driven	drive	VERB
cana-1261	205	15	ta	ta	ADP
cana-1261	205	16	practices	practice	NOUN
cana-1261	205	17	on	on	ADP
cana-1261	205	18	organisational	organisational	ADJ
cana-1261	205	19	outcomes	outcome	NOUN
cana-1261	205	20	such	such	ADJ
cana-1261	205	21	as	as	ADP
cana-1261	205	22	employee	employee	NOUN
cana-1261	205	23	retention	retention	NOUN
cana-1261	205	24	,	,	PUNCT
cana-1261	205	25	job	job	NOUN
cana-1261	205	26	satisfaction	satisfaction	NOUN
cana-1261	205	27	,	,	PUNCT
cana-1261	205	28	performance	performance	NOUN
cana-1261	205	29	,	,	PUNCT
cana-1261	205	30	and	and	CCONJ
cana-1261	205	31	organisational	organisational	ADJ
cana-1261	205	32	culture	culture	NOUN
cana-1261	205	33	.	.	PUNCT
cana-1261	206	1	tailoring	tailor	VERB
cana-1261	206	2	ai	ai	VERB
cana-1261	206	3	solutions	solution	NOUN
cana-1261	206	4	to	to	ADP
cana-1261	206	5	specific	specific	ADJ
cana-1261	206	6	industries	industry	NOUN
cana-1261	206	7	and	and	CCONJ
cana-1261	206	8	conducting	conduct	VERB
cana-1261	206	9	longitudinal	longitudinal	ADJ
cana-1261	206	10	studies	study	NOUN
cana-1261	206	11	on	on	ADP
cana-1261	206	12	ai	ai	PROPN
cana-1261	206	13	's	's	PART
cana-1261	206	14	effects	effect	NOUN
cana-1261	206	15	on	on	ADP
cana-1261	206	16	diversity	diversity	NOUN
cana-1261	206	17	and	and	CCONJ
cana-1261	206	18	productivity	productivity	NOUN
cana-1261	206	19	will	will	AUX
cana-1261	206	20	be	be	AUX
cana-1261	206	21	crucial	crucial	ADJ
cana-1261	206	22	for	for	ADP
cana-1261	206	23	guiding	guide	VERB
cana-1261	206	24	future	future	ADJ
cana-1261	206	25	implementations	implementation	NOUN
cana-1261	206	26	.	.	PUNCT
cana-1261	207	1	addressing	address	VERB
cana-1261	207	2	these	these	DET
cana-1261	207	3	research	research	NOUN
cana-1261	207	4	directions	direction	NOUN
cana-1261	207	5	can	can	AUX
cana-1261	207	6	leverage	leverage	VERB
cana-1261	207	7	ml	ml	NOUN
cana-1261	207	8	in	in	ADP
cana-1261	207	9	talent	talent	NOUN
cana-1261	207	10	acquisition	acquisition	NOUN
cana-1261	207	11	to	to	PART
cana-1261	207	12	enhance	enhance	VERB
cana-1261	207	13	efficiency	efficiency	NOUN
cana-1261	207	14	,	,	PUNCT
cana-1261	207	15	equity	equity	NOUN
cana-1261	207	16	,	,	PUNCT
cana-1261	207	17	and	and	CCONJ
cana-1261	207	18	effectiveness	effectiveness	NOUN
cana-1261	207	19	in	in	ADP
cana-1261	207	20	hiring	hire	VERB
cana-1261	207	21	practices	practice	NOUN
cana-1261	207	22	.	.	PUNCT
cana-1261	208	1	6	6	NUM
cana-1261	208	2	limitations	limitation	NOUN
cana-1261	208	3	of	of	ADP
cana-1261	208	4	the	the	DET
cana-1261	208	5	study	study	NOUN
cana-1261	208	6	this	this	DET
cana-1261	208	7	research	research	NOUN
cana-1261	208	8	aimed	aim	VERB
cana-1261	208	9	to	to	PART
cana-1261	208	10	review	review	VERB
cana-1261	208	11	the	the	DET
cana-1261	208	12	integration	integration	NOUN
cana-1261	208	13	of	of	ADP
cana-1261	208	14	ml	ml	NOUN
cana-1261	208	15	in	in	ADP
cana-1261	208	16	talent	talent	NOUN
cana-1261	208	17	acquisition	acquisition	NOUN
cana-1261	208	18	(	(	PUNCT
cana-1261	208	19	ta	ta	NOUN
cana-1261	208	20	)	)	PUNCT
cana-1261	208	21	,	,	PUNCT
cana-1261	208	22	focusing	focus	VERB
cana-1261	208	23	on	on	ADP
cana-1261	208	24	the	the	DET
cana-1261	208	25	specific	specific	ADJ
cana-1261	208	26	functions	function	NOUN
cana-1261	208	27	where	where	SCONJ
cana-1261	208	28	ml	ml	VERB
cana-1261	208	29	is	be	AUX
cana-1261	208	30	being	be	AUX
cana-1261	208	31	applied	apply	VERB
cana-1261	208	32	and	and	CCONJ
cana-1261	208	33	the	the	DET
cana-1261	208	34	objectives	objective	NOUN
cana-1261	208	35	of	of	ADP
cana-1261	208	36	these	these	DET
cana-1261	208	37	applications	application	NOUN
cana-1261	208	38	within	within	ADP
cana-1261	208	39	the	the	DET
cana-1261	208	40	identified	identify	VERB
cana-1261	208	41	ta	ta	PROPN
cana-1261	208	42	functions	function	NOUN
cana-1261	208	43	.	.	PUNCT
cana-1261	209	1	despite	despite	SCONJ
cana-1261	209	2	the	the	DET
cana-1261	209	3	extensive	extensive	ADJ
cana-1261	209	4	exploration	exploration	NOUN
cana-1261	209	5	of	of	ADP
cana-1261	209	6	ml	ml	NOUN
cana-1261	209	7	's	's	PART
cana-1261	209	8	potential	potential	NOUN
cana-1261	209	9	and	and	CCONJ
cana-1261	209	10	benefits	benefit	NOUN
cana-1261	209	11	in	in	ADP
cana-1261	209	12	ta	ta	ADP
cana-1261	209	13	,	,	PUNCT
cana-1261	209	14	several	several	ADJ
cana-1261	209	15	limitations	limitation	NOUN
cana-1261	209	16	were	be	AUX
cana-1261	209	17	observed	observe	VERB
cana-1261	209	18	in	in	ADP
cana-1261	209	19	this	this	DET
cana-1261	209	20	study	study	NOUN
cana-1261	209	21	.	.	PUNCT
cana-1261	210	1	broad	broad	ADJ
cana-1261	210	2	keywords	keyword	NOUN
cana-1261	210	3	such	such	ADJ
cana-1261	210	4	as	as	ADP
cana-1261	210	5	"	"	PUNCT
cana-1261	210	6	ta	ta	PROPN
cana-1261	210	7	,	,	PUNCT
cana-1261	210	8	"	"	PUNCT
cana-1261	210	9	"	"	PUNCT
cana-1261	210	10	ta	ta	X
cana-1261	210	11	processes	process	NOUN
cana-1261	210	12	,	,	PUNCT
cana-1261	210	13	"	"	PUNCT
cana-1261	210	14	and	and	CCONJ
cana-1261	210	15	"	"	PUNCT
cana-1261	210	16	ml	ml	VERB
cana-1261	210	17	"	"	PUNCT
cana-1261	210	18	were	be	AUX
cana-1261	210	19	used	use	VERB
cana-1261	210	20	for	for	ADP
cana-1261	210	21	the	the	DET
cana-1261	210	22	search	search	NOUN
cana-1261	210	23	to	to	PART
cana-1261	210	24	ensure	ensure	VERB
cana-1261	210	25	comprehensive	comprehensive	ADJ
cana-1261	210	26	coverage	coverage	NOUN
cana-1261	210	27	of	of	ADP
cana-1261	210	28	ta	ta	PROPN
cana-1261	210	29	functions	function	NOUN
cana-1261	210	30	.	.	PUNCT
cana-1261	211	1	however	however	ADV
cana-1261	211	2	,	,	PUNCT
cana-1261	211	3	this	this	DET
cana-1261	211	4	approach	approach	NOUN
cana-1261	211	5	might	might	AUX
cana-1261	211	6	limit	limit	VERB
cana-1261	211	7	the	the	DET
cana-1261	211	8	nuanced	nuanced	ADJ
cana-1261	211	9	insights	insight	NOUN
cana-1261	211	10	gained	gain	VERB
cana-1261	211	11	from	from	ADP
cana-1261	211	12	using	use	VERB
cana-1261	211	13	a	a	DET
cana-1261	211	14	more	more	ADV
cana-1261	211	15	focused	focused	ADJ
cana-1261	211	16	set	set	NOUN
cana-1261	211	17	of	of	ADP
cana-1261	211	18	keywords	keyword	NOUN
cana-1261	211	19	.	.	PUNCT
cana-1261	212	1	similarly	similarly	ADV
cana-1261	212	2	,	,	PUNCT
cana-1261	212	3	a	a	DET
cana-1261	212	4	detailed	detailed	ADJ
cana-1261	212	5	analysis	analysis	NOUN
cana-1261	212	6	of	of	ADP
cana-1261	212	7	algorithms	algorithm	NOUN
cana-1261	212	8	,	,	PUNCT
cana-1261	212	9	considering	consider	VERB
cana-1261	212	10	their	their	PRON
cana-1261	212	11	unique	unique	ADJ
cana-1261	212	12	characteristics	characteristic	NOUN
cana-1261	212	13	,	,	PUNCT
cana-1261	212	14	types	type	NOUN
cana-1261	212	15	,	,	PUNCT
cana-1261	212	16	and	and	CCONJ
cana-1261	212	17	prerequisites	prerequisite	NOUN
cana-1261	212	18	for	for	ADP
cana-1261	212	19	applicability	applicability	NOUN
cana-1261	212	20	,	,	PUNCT
cana-1261	212	21	could	could	AUX
cana-1261	212	22	provide	provide	VERB
cana-1261	212	23	a	a	DET
cana-1261	212	24	more	more	ADV
cana-1261	212	25	refined	refined	ADJ
cana-1261	212	26	understanding	understanding	NOUN
cana-1261	212	27	of	of	ADP
cana-1261	212	28	their	their	PRON
cana-1261	212	29	optimal	optimal	ADJ
cana-1261	212	30	utility	utility	NOUN
cana-1261	212	31	for	for	ADP
cana-1261	212	32	ta	ta	PROPN
cana-1261	212	33	functions	function	NOUN
cana-1261	212	34	.	.	PUNCT
cana-1261	213	1	7	7	NUM
cana-1261	213	2	conclusion	conclusion	NOUN
cana-1261	213	3	the	the	DET
cana-1261	213	4	integration	integration	NOUN
cana-1261	213	5	of	of	ADP
cana-1261	213	6	machine	machine	NOUN
cana-1261	213	7	learning	learning	NOUN
cana-1261	213	8	(	(	PUNCT
cana-1261	213	9	ml	ml	NOUN
cana-1261	213	10	)	)	PUNCT
cana-1261	213	11	and	and	CCONJ
cana-1261	213	12	artificial	artificial	ADJ
cana-1261	213	13	intelligence	intelligence	NOUN
cana-1261	213	14	(	(	PUNCT
cana-1261	213	15	ai	ai	NOUN
cana-1261	213	16	)	)	PUNCT
cana-1261	213	17	in	in	ADP
cana-1261	213	18	talent	talent	NOUN
cana-1261	213	19	acquisition	acquisition	NOUN
cana-1261	213	20	(	(	PUNCT
cana-1261	213	21	ta	ta	NOUN
cana-1261	213	22	)	)	PUNCT
cana-1261	213	23	is	be	AUX
cana-1261	213	24	revolutionising	revolutionise	VERB
cana-1261	213	25	hiring	hire	VERB
cana-1261	213	26	and	and	CCONJ
cana-1261	213	27	talent	talent	NOUN
cana-1261	213	28	management	management	NOUN
cana-1261	213	29	.	.	PUNCT
cana-1261	214	1	this	this	DET
cana-1261	214	2	study	study	NOUN
cana-1261	214	3	highlights	highlight	VERB
cana-1261	214	4	the	the	DET
cana-1261	214	5	benefits	benefit	NOUN
cana-1261	214	6	of	of	ADP
cana-1261	214	7	applying	apply	VERB
cana-1261	214	8	various	various	ADJ
cana-1261	214	9	ml	ml	NOUN
cana-1261	214	10	algorithms	algorithm	NOUN
cana-1261	214	11	across	across	ADP
cana-1261	214	12	essential	essential	ADJ
cana-1261	214	13	ta	ta	ADP
cana-1261	214	14	functions	function	NOUN
cana-1261	214	15	,	,	PUNCT
cana-1261	214	16	including	include	VERB
cana-1261	214	17	increased	increase	VERB
cana-1261	214	18	efficiency	efficiency	NOUN
cana-1261	214	19	,	,	PUNCT
cana-1261	214	20	accuracy	accuracy	NOUN
cana-1261	214	21	,	,	PUNCT
cana-1261	214	22	and	and	CCONJ
cana-1261	214	23	data	datum	NOUN
cana-1261	214	24	-	-	PUNCT
cana-1261	214	25	driven	drive	VERB
cana-1261	214	26	decision	decision	NOUN
cana-1261	214	27	-	-	PUNCT
cana-1261	214	28	making	making	NOUN
cana-1261	214	29	.	.	PUNCT
cana-1261	215	1	these	these	DET
cana-1261	215	2	technologies	technology	NOUN
cana-1261	215	3	automate	automate	ADJ
cana-1261	215	4	tasks	task	NOUN
cana-1261	215	5	,	,	PUNCT
cana-1261	215	6	enhance	enhance	VERB
cana-1261	215	7	candidate	candidate	NOUN
cana-1261	215	8	matching	matching	NOUN
cana-1261	215	9	,	,	PUNCT
cana-1261	215	10	and	and	CCONJ
cana-1261	215	11	reduce	reduce	VERB
cana-1261	215	12	human	human	ADJ
cana-1261	215	13	bias	bias	NOUN
cana-1261	215	14	,	,	PUNCT
cana-1261	215	15	promoting	promote	VERB
cana-1261	215	16	diversity	diversity	NOUN
cana-1261	215	17	and	and	CCONJ
cana-1261	215	18	strategic	strategic	ADJ
cana-1261	215	19	hiring	hiring	NOUN
cana-1261	215	20	decisions	decision	NOUN
cana-1261	215	21	.	.	PUNCT
cana-1261	216	1	however	however	ADV
cana-1261	216	2	,	,	PUNCT
cana-1261	216	3	challenges	challenge	NOUN
cana-1261	216	4	such	such	ADJ
cana-1261	216	5	as	as	ADP
cana-1261	216	6	data	datum	NOUN
cana-1261	216	7	quality	quality	NOUN
cana-1261	216	8	,	,	PUNCT
cana-1261	216	9	resistance	resistance	NOUN
cana-1261	216	10	to	to	ADP
cana-1261	216	11	adoption	adoption	NOUN
cana-1261	216	12	,	,	PUNCT
cana-1261	216	13	algorithmic	algorithmic	ADJ
cana-1261	216	14	bias	bias	NOUN
cana-1261	216	15	,	,	PUNCT
cana-1261	216	16	and	and	CCONJ
cana-1261	216	17	privacy	privacy	NOUN
cana-1261	216	18	concerns	concern	NOUN
cana-1261	216	19	remain	remain	VERB
cana-1261	216	20	.	.	PUNCT
cana-1261	217	1	addressing	address	VERB
cana-1261	217	2	these	these	DET
cana-1261	217	3	requires	require	NOUN
cana-1261	217	4	improved	improve	VERB
cana-1261	217	5	data	data	NOUN
cana-1261	217	6	practices	practice	NOUN
cana-1261	217	7	,	,	PUNCT
cana-1261	217	8	training	training	NOUN
cana-1261	217	9	,	,	PUNCT
cana-1261	217	10	fairness	fairness	NOUN
cana-1261	217	11	-	-	PUNCT
cana-1261	217	12	aware	aware	ADJ
cana-1261	217	13	models	model	NOUN
cana-1261	217	14	,	,	PUNCT
cana-1261	217	15	and	and	CCONJ
cana-1261	217	16	robust	robust	ADJ
cana-1261	217	17	data	datum	NOUN
cana-1261	217	18	protection	protection	NOUN
cana-1261	217	19	.	.	PUNCT
cana-1261	218	1	future	future	ADJ
cana-1261	218	2	research	research	NOUN
cana-1261	218	3	should	should	AUX
cana-1261	218	4	focus	focus	VERB
cana-1261	218	5	on	on	ADP
cana-1261	218	6	advanced	advanced	ADJ
cana-1261	218	7	algorithms	algorithm	NOUN
cana-1261	218	8	,	,	PUNCT
cana-1261	218	9	bias	bias	NOUN
cana-1261	218	10	mitigation	mitigation	NOUN
cana-1261	218	11	,	,	PUNCT
cana-1261	218	12	ethical	ethical	ADJ
cana-1261	218	13	implications	implication	NOUN
cana-1261	218	14	,	,	PUNCT
cana-1261	218	15	and	and	CCONJ
cana-1261	218	16	the	the	DET
cana-1261	218	17	long	long	ADJ
cana-1261	218	18	-	-	PUNCT
cana-1261	218	19	term	term	NOUN
cana-1261	218	20	impacts	impact	NOUN
cana-1261	218	21	of	of	ADP
cana-1261	218	22	ai	ai	VERB
cana-1261	218	23	in	in	ADP
cana-1261	218	24	ta	ta	PROPN
cana-1261	218	25	.	.	PUNCT
cana-1261	219	1	the	the	DET
cana-1261	219	2	potential	potential	NOUN
cana-1261	219	3	of	of	ADP
cana-1261	219	4	these	these	DET
cana-1261	219	5	advancements	advancement	NOUN
cana-1261	219	6	to	to	PART
cana-1261	219	7	revolutionise	revolutionise	VERB
cana-1261	219	8	human	human	ADJ
cana-1261	219	9	resource	resource	NOUN
cana-1261	219	10	management	management	NOUN
cana-1261	219	11	underscores	underscore	VERB
cana-1261	219	12	the	the	DET
cana-1261	219	13	pivotal	pivotal	ADJ
cana-1261	219	14	role	role	NOUN
cana-1261	219	15	of	of	ADP
cana-1261	219	16	technology	technology	NOUN
cana-1261	219	17	in	in	ADP
cana-1261	219	18	communications	communication	NOUN
cana-1261	219	19	on	on	ADP
cana-1261	219	20	applied	apply	VERB
cana-1261	219	21	nonlinear	nonlinear	ADJ
cana-1261	219	22	analysis	analysis	NOUN
cana-1261	219	23	issn	issn	NOUN
cana-1261	219	24	:	:	PUNCT
cana-1261	219	25	1074	1074	NUM
cana-1261	219	26	-	-	PUNCT
cana-1261	219	27	133x	133x	NUM
cana-1261	219	28	vol	vol	NOUN
cana-1261	219	29	31	31	NUM
cana-1261	219	30	no	no	NOUN
cana-1261	219	31	.	.	PUNCT
cana-1261	220	1	6s	6s	NUM
cana-1261	220	2	(	(	PUNCT
cana-1261	220	3	2024	2024	NUM
cana-1261	220	4	)	)	PUNCT
cana-1261	221	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1261	221	2	704	704	NUM
cana-1261	221	3	fostering	foster	VERB
cana-1261	221	4	efficient	efficient	ADJ
cana-1261	221	5	and	and	CCONJ
cana-1261	221	6	equitable	equitable	ADJ
cana-1261	221	7	hiring	hire	VERB
cana-1261	221	8	practices	practice	NOUN
cana-1261	221	9	.	.	PUNCT
cana-1261	222	1	continued	continue	VERB
cana-1261	222	2	collaboration	collaboration	NOUN
cana-1261	222	3	among	among	ADP
cana-1261	222	4	researchers	researcher	NOUN
cana-1261	222	5	,	,	PUNCT
cana-1261	222	6	practitioners	practitioner	NOUN
cana-1261	222	7	,	,	PUNCT
cana-1261	222	8	and	and	CCONJ
cana-1261	222	9	technologists	technologist	NOUN
cana-1261	222	10	is	be	AUX
cana-1261	222	11	essential	essential	ADJ
cana-1261	222	12	to	to	PART
cana-1261	222	13	fully	fully	ADV
cana-1261	222	14	harness	harness	VERB
cana-1261	222	15	the	the	DET
cana-1261	222	16	transformative	transformative	ADJ
cana-1261	222	17	power	power	NOUN
cana-1261	222	18	of	of	ADP
cana-1261	222	19	ml	ml	NOUN
cana-1261	222	20	and	and	CCONJ
cana-1261	222	21	ai	ai	VERB
cana-1261	222	22	in	in	ADP
cana-1261	222	23	reshaping	reshape	VERB
cana-1261	222	24	talent	talent	NOUN
cana-1261	222	25	acquisition	acquisition	NOUN
cana-1261	222	26	.	.	PUNCT
cana-1261	223	1	references	reference	NOUN
cana-1261	223	2	[	[	X
cana-1261	223	3	1	1	NUM
cana-1261	223	4	]	]	PUNCT
cana-1261	223	5	deeba	deeba	NOUN
cana-1261	223	6	,	,	PUNCT
cana-1261	223	7	f.	f.	PROPN
cana-1261	223	8	(	(	PUNCT
cana-1261	223	9	2020	2020	NUM
cana-1261	223	10	)	)	PUNCT
cana-1261	223	11	.	.	PUNCT
cana-1261	224	1	the	the	DET
cana-1261	224	2	role	role	NOUN
cana-1261	224	3	of	of	ADP
cana-1261	224	4	data	datum	NOUN
cana-1261	224	5	analytics	analytic	NOUN
cana-1261	224	6	in	in	ADP
cana-1261	224	7	talent	talent	NOUN
cana-1261	224	8	acquisition	acquisition	NOUN
cana-1261	224	9	and	and	CCONJ
cana-1261	224	10	retention	retention	NOUN
cana-1261	224	11	with	with	ADP
cana-1261	224	12	special	special	ADJ
cana-1261	224	13	reference	reference	NOUN
cana-1261	224	14	to	to	ADP
cana-1261	224	15	smes	smes	PROPN
cana-1261	224	16	in	in	ADP
cana-1261	224	17	india	india	PROPN
cana-1261	224	18	:	:	PUNCT
cana-1261	224	19	a	a	DET
cana-1261	224	20	conceptual	conceptual	ADJ
cana-1261	224	21	study	study	NOUN
cana-1261	224	22	7	7	NUM
cana-1261	224	23	the	the	DET
cana-1261	224	24	role	role	NOUN
cana-1261	224	25	of	of	ADP
cana-1261	224	26	data	datum	NOUN
cana-1261	224	27	analytics	analytic	NOUN
cana-1261	224	28	in	in	ADP
cana-1261	224	29	talent	talent	NOUN
cana-1261	224	30	acquisition	acquisition	NOUN
cana-1261	224	31	and	and	CCONJ
cana-1261	224	32	retention	retention	NOUN
cana-1261	224	33	with	with	ADP
cana-1261	224	34	special	special	ADJ
cana-1261	224	35	reference	reference	NOUN
cana-1261	224	36	to	to	ADP
cana-1261	224	37	smes	smes	PROPN
cana-1261	224	38	in	in	ADP
cana-1261	224	39	india	india	PROPN
cana-1261	224	40	:	:	PUNCT
cana-1261	224	41	a	a	DET
cana-1261	224	42	conceptual	conceptual	ADJ
cana-1261	224	43	study	study	NOUN
cana-1261	224	44	†.	†.	PUNCT
cana-1261	225	1	[	[	X
cana-1261	225	2	2	2	NUM
cana-1261	225	3	]	]	X
cana-1261	225	4	el	el	PROPN
cana-1261	225	5	-	-	PUNCT
cana-1261	225	6	rayes	rayes	PROPN
cana-1261	225	7	,	,	PUNCT
cana-1261	225	8	n.	n.	NOUN
cana-1261	225	9	,	,	PUNCT
cana-1261	225	10	fang	fang	PROPN
cana-1261	225	11	,	,	PUNCT
cana-1261	225	12	m.	m.	NOUN
cana-1261	225	13	,	,	PUNCT
cana-1261	225	14	smith	smith	PROPN
cana-1261	225	15	,	,	PUNCT
cana-1261	225	16	m.	m.	NOUN
cana-1261	225	17	,	,	PUNCT
cana-1261	225	18	&	&	CCONJ
cana-1261	225	19	taylor	taylor	PROPN
cana-1261	225	20	,	,	PUNCT
cana-1261	225	21	s.	s.	PROPN
cana-1261	225	22	m.	m.	PROPN
cana-1261	225	23	(	(	PUNCT
cana-1261	225	24	2020	2020	NUM
cana-1261	225	25	)	)	PUNCT
cana-1261	225	26	.	.	PUNCT
cana-1261	226	1	predicting	predict	VERB
cana-1261	226	2	employee	employee	NOUN
cana-1261	226	3	attrition	attrition	NOUN
cana-1261	226	4	using	use	VERB
cana-1261	226	5	tree	tree	NOUN
cana-1261	226	6	-	-	PUNCT
cana-1261	226	7	based	base	VERB
cana-1261	226	8	models	model	NOUN
cana-1261	226	9	.	.	PUNCT
cana-1261	227	1	28(6	28(6	NUM
cana-1261	227	2	)	)	PUNCT
cana-1261	227	3	,	,	PUNCT
cana-1261	228	1	1273–1291	1273–1291	NUM
cana-1261	228	2	.	.	PUNCT
cana-1261	229	1	https://doi.org/10.1108/ijoa-10-2019-1903	https://doi.org/10.1108/ijoa-10-2019-1903	NOUN
cana-1261	230	1	[	[	X
cana-1261	230	2	3	3	NUM
cana-1261	230	3	]	]	X
cana-1261	230	4	etukudo	etukudo	PROPN
cana-1261	230	5	,	,	PUNCT
cana-1261	230	6	r.	r.	PROPN
cana-1261	230	7	(	(	PUNCT
cana-1261	230	8	2019	2019	NUM
cana-1261	230	9	)	)	PUNCT
cana-1261	230	10	.	.	PUNCT
cana-1261	231	1	strategies	strategy	NOUN
cana-1261	231	2	for	for	ADP
cana-1261	231	3	using	use	VERB
cana-1261	231	4	analytics	analytic	NOUN
cana-1261	231	5	to	to	PART
cana-1261	231	6	improve	improve	VERB
cana-1261	231	7	human	human	ADJ
cana-1261	231	8	resource	resource	NOUN
cana-1261	231	9	management	management	NOUN
cana-1261	231	10	.	.	PUNCT
cana-1261	232	1	proquest	proquest	PROPN
cana-1261	232	2	dissertations	dissertation	NOUN
cana-1261	232	3	and	and	CCONJ
cana-1261	232	4	theses	thesis	NOUN
cana-1261	232	5	,	,	PUNCT
cana-1261	232	6	1–159	1–159	NUM
cana-1261	232	7	.	.	PUNCT
cana-1261	233	1	[	[	X
cana-1261	233	2	4	4	NUM
cana-1261	233	3	]	]	X
cana-1261	233	4	fang	fang	X
cana-1261	233	5	,	,	PUNCT
cana-1261	233	6	y.	y.	NOUN
cana-1261	233	7	,	,	PUNCT
cana-1261	233	8	de	de	X
cana-1261	233	9	rijke	rijke	NOUN
cana-1261	233	10	,	,	PUNCT
cana-1261	233	11	m.	m.	NOUN
cana-1261	233	12	,	,	PUNCT
cana-1261	233	13	&	&	CCONJ
cana-1261	233	14	xie	xie	PROPN
cana-1261	233	15	,	,	PUNCT
cana-1261	233	16	h.	h.	PROPN
cana-1261	233	17	(	(	PUNCT
cana-1261	233	18	2016	2016	NUM
cana-1261	233	19	)	)	PUNCT
cana-1261	233	20	.	.	PUNCT
cana-1261	233	21	ddta	ddta	PROPN
cana-1261	233	22	2016	2016	NUM
cana-1261	233	23	the	the	DET
cana-1261	233	24	workshop	workshop	NOUN
cana-1261	233	25	on	on	ADP
cana-1261	233	26	data	data	NOUN
cana-1261	233	27	-	-	PUNCT
cana-1261	233	28	driven	drive	VERB
cana-1261	233	29	talent	talent	NOUN
cana-1261	233	30	acquisition	acquisition	NOUN
cana-1261	233	31	.	.	PUNCT
cana-1261	234	1	international	international	ADJ
cana-1261	234	2	conference	conference	NOUN
cana-1261	234	3	on	on	ADP
cana-1261	234	4	information	information	NOUN
cana-1261	234	5	and	and	CCONJ
cana-1261	234	6	knowledge	knowledge	NOUN
cana-1261	234	7	management	management	NOUN
cana-1261	234	8	,	,	PUNCT
cana-1261	234	9	proceedings	proceeding	NOUN
cana-1261	234	10	,	,	PUNCT
cana-1261	234	11	24	24	NUM
cana-1261	234	12	-	-	SYM
cana-1261	234	13	28	28	NUM
cana-1261	234	14	-	-	PUNCT
cana-1261	234	15	october-2016	october-2016	NOUN
cana-1261	234	16	,	,	PUNCT
cana-1261	234	17	2507–2508	2507–2508	NUM
cana-1261	234	18	.	.	PUNCT
cana-1261	234	19	https://doi.org/10.1145/2983323.2988538	https://doi.org/10.1145/2983323.2988538	PROPN
cana-1261	235	1	[	[	X
cana-1261	235	2	5	5	NUM
cana-1261	235	3	]	]	X
cana-1261	235	4	fisch	fisch	PROPN
cana-1261	235	5	,	,	PUNCT
cana-1261	235	6	c.	c.	PROPN
cana-1261	235	7	,	,	PUNCT
cana-1261	235	8	&	&	CCONJ
cana-1261	235	9	block	block	PROPN
cana-1261	235	10	,	,	PUNCT
cana-1261	235	11	j.	j.	PROPN
cana-1261	235	12	(	(	PUNCT
cana-1261	235	13	2018	2018	NUM
cana-1261	235	14	)	)	PUNCT
cana-1261	235	15	.	.	PUNCT
cana-1261	236	1	six	six	NUM
cana-1261	236	2	tips	tip	NOUN
cana-1261	236	3	for	for	ADP
cana-1261	236	4	your	your	PRON
cana-1261	236	5	(	(	PUNCT
cana-1261	236	6	systematic	systematic	ADJ
cana-1261	236	7	)	)	PUNCT
cana-1261	236	8	literature	literature	NOUN
cana-1261	236	9	review	review	NOUN
cana-1261	236	10	in	in	ADP
cana-1261	236	11	business	business	NOUN
cana-1261	236	12	and	and	CCONJ
cana-1261	236	13	management	management	NOUN
cana-1261	236	14	research	research	NOUN
cana-1261	236	15	.	.	PUNCT
cana-1261	237	1	in	in	ADP
cana-1261	237	2	management	management	NOUN
cana-1261	237	3	review	review	NOUN
cana-1261	237	4	quarterly	quarterly	ADV
cana-1261	237	5	(	(	PUNCT
cana-1261	237	6	vol	vol	NOUN
cana-1261	237	7	.	.	PROPN
cana-1261	237	8	68	68	NUM
cana-1261	237	9	,	,	PUNCT
cana-1261	237	10	issue	issue	NOUN
cana-1261	237	11	2	2	NUM
cana-1261	237	12	,	,	PUNCT
cana-1261	237	13	pp	pp	ADJ
cana-1261	237	14	.	.	PUNCT
cana-1261	238	1	103–106	103–106	NUM
cana-1261	238	2	)	)	PUNCT
cana-1261	238	3	.	.	PUNCT
cana-1261	239	1	springer	springer	PROPN
cana-1261	239	2	verlag	verlag	PROPN
cana-1261	239	3	.	.	PUNCT
cana-1261	240	1	https://doi.org/10.1007/s11301-018-0142-x	https://doi.org/10.1007/s11301-018-0142-x	PROPN
cana-1261	241	1	[	[	X
cana-1261	241	2	6	6	NUM
cana-1261	241	3	]	]	PUNCT
cana-1261	241	4	gueutal	gueutal	PROPN
cana-1261	241	5	,	,	PUNCT
cana-1261	241	6	r.	r.	PROPN
cana-1261	241	7	d.	d.	PROPN
cana-1261	241	8	j.	j.	PROPN
cana-1261	241	9	and	and	CCONJ
cana-1261	241	10	h.	h.	PROPN
cana-1261	241	11	g.	g.	PROPN
cana-1261	241	12	(	(	PUNCT
cana-1261	241	13	2011	2011	NUM
cana-1261	241	14	)	)	PUNCT
cana-1261	241	15	.	.	PUNCT
cana-1261	242	1	transforming	transform	VERB
cana-1261	242	2	hr	hr	NOUN
cana-1261	242	3	in	in	ADP
cana-1261	242	4	organizations	organization	NOUN
cana-1261	242	5	through	through	ADP
cana-1261	242	6	technology	technology	NOUN
cana-1261	242	7	.	.	PUNCT
cana-1261	243	1	in	in	ADP
cana-1261	243	2	shrm	shrm	PROPN
cana-1261	243	3	foundation	foundation	PROPN
cana-1261	243	4	.	.	PUNCT
cana-1261	244	1	[	[	X
cana-1261	244	2	7	7	X
cana-1261	244	3	]	]	X
cana-1261	244	4	institute	institute	NOUN
cana-1261	244	5	of	of	ADP
cana-1261	244	6	personnel	personnel	NOUN
cana-1261	244	7	,	,	PUNCT
cana-1261	244	8	c.	c.	NOUN
cana-1261	244	9	(	(	PUNCT
cana-1261	244	10	2020	2020	NUM
cana-1261	244	11	)	)	PUNCT
cana-1261	244	12	.	.	PUNCT
cana-1261	245	1	resourcing	resourcing	NOUN
cana-1261	245	2	and	and	CCONJ
cana-1261	245	3	talent	talent	NOUN
cana-1261	245	4	planning	planning	NOUN
cana-1261	245	5	survey	survey	NOUN
cana-1261	245	6	2020	2020	NUM
cana-1261	245	7	.	.	PUNCT
cana-1261	246	1	[	[	X
cana-1261	246	2	8	8	NUM
cana-1261	246	3	]	]	X
cana-1261	246	4	kamal	kamal	PROPN
cana-1261	246	5	,	,	PUNCT
cana-1261	246	6	n.	n.	NOUN
cana-1261	246	7	,	,	PUNCT
cana-1261	246	8	rajgopala	rajgopala	PROPN
cana-1261	246	9	,	,	PUNCT
cana-1261	246	10	k.	k.	PROPN
cana-1261	246	11	,	,	PUNCT
cana-1261	246	12	&	&	CCONJ
cana-1261	246	13	mahajan	mahajan	PROPN
cana-1261	246	14	,	,	PUNCT
cana-1261	246	15	v.	v.	PROPN
cana-1261	246	16	(	(	PUNCT
cana-1261	246	17	2021	2021	NUM
cana-1261	246	18	)	)	PUNCT
cana-1261	246	19	.	.	PUNCT
cana-1261	247	1	reducing	reduce	VERB
cana-1261	247	2	turnaround	turnaround	NOUN
cana-1261	247	3	time	time	NOUN
cana-1261	247	4	in	in	ADP
cana-1261	247	5	recruitment	recruitment	NOUN
cana-1261	247	6	and	and	CCONJ
cana-1261	247	7	selection	selection	NOUN
cana-1261	247	8	.	.	PUNCT
cana-1261	248	1	10(2	10(2	NUM
cana-1261	248	2	)	)	PUNCT
cana-1261	248	3	,	,	PUNCT
cana-1261	248	4	923–935	923–935	NUM
cana-1261	248	5	.	.	PUNCT
cana-1261	249	1	[	[	X
cana-1261	249	2	9	9	NUM
cana-1261	249	3	]	]	PUNCT
cana-1261	249	4	m.	m.	NOUN
cana-1261	249	5	m.	m.	PROPN
cana-1261	249	6	h.	h.	PROPN
cana-1261	249	7	onik	onik	PROPN
cana-1261	249	8	,	,	PUNCT
cana-1261	249	9	m.	m.	NOUN
cana-1261	249	10	h.	h.	PROPN
cana-1261	249	11	m.	m.	PROPN
cana-1261	249	12	and	and	CCONJ
cana-1261	249	13	c.	c.	PROPN
cana-1261	249	14	k.	k.	PROPN
cana-1261	249	15	(	(	PUNCT
cana-1261	249	16	2018	2018	NUM
cana-1261	249	17	)	)	PUNCT
cana-1261	249	18	.	.	PUNCT
cana-1261	250	1	a	a	DET
cana-1261	250	2	recruitment	recruitment	NOUN
cana-1261	250	3	and	and	CCONJ
cana-1261	250	4	human	human	ADJ
cana-1261	250	5	resource	resource	NOUN
cana-1261	250	6	management	management	NOUN
cana-1261	250	7	technique	technique	NOUN
cana-1261	250	8	using	use	VERB
cana-1261	250	9	blockchain	blockchain	PROPN
cana-1261	250	10	technology	technology	PROPN
cana-1261	250	11	for	for	ADP
cana-1261	250	12	.	.	PUNCT
cana-1261	251	1	smart	smart	ADJ
cana-1261	251	2	cities	city	NOUN
cana-1261	251	3	symposium	symposium	NOUN
cana-1261	251	4	,	,	PUNCT
cana-1261	251	5	1	1	NUM
cana-1261	251	6	,	,	PUNCT
cana-1261	251	7	1–6	1–6	NUM
cana-1261	251	8	.	.	PUNCT
cana-1261	252	1	https://doi.org/doi	https://doi.org/doi	NOUN
cana-1261	252	2	:	:	PUNCT
cana-1261	252	3	10.1049	10.1049	NUM
cana-1261	252	4	/	/	SYM
cana-1261	252	5	cp.2018.1371	cp.2018.1371	NOUN
cana-1261	253	1	[	[	X
cana-1261	253	2	10	10	NUM
cana-1261	253	3	]	]	X
cana-1261	253	4	phillips	phillip	NOUN
cana-1261	253	5	-	-	PUNCT
cana-1261	253	6	wren	wren	PROPN
cana-1261	253	7	,	,	PUNCT
cana-1261	253	8	g.	g.	PROPN
cana-1261	253	9	,	,	PUNCT
cana-1261	253	10	doran	doran	PROPN
cana-1261	253	11	,	,	PUNCT
cana-1261	253	12	r.	r.	PROPN
cana-1261	253	13	,	,	PUNCT
cana-1261	253	14	&	&	CCONJ
cana-1261	253	15	merrill	merrill	PROPN
cana-1261	253	16	,	,	PUNCT
cana-1261	253	17	k.	k.	PROPN
cana-1261	253	18	(	(	PUNCT
cana-1261	253	19	2016	2016	NUM
cana-1261	253	20	)	)	PUNCT
cana-1261	253	21	.	.	PUNCT
cana-1261	254	1	creating	create	VERB
cana-1261	254	2	a	a	DET
cana-1261	254	3	value	value	NOUN
cana-1261	254	4	proposition	proposition	NOUN
cana-1261	254	5	with	with	ADP
cana-1261	254	6	a	a	DET
cana-1261	254	7	social	social	ADJ
cana-1261	254	8	media	medium	NOUN
cana-1261	254	9	strategy	strategy	NOUN
cana-1261	254	10	for	for	ADP
cana-1261	254	11	talent	talent	NOUN
cana-1261	254	12	acquisition	acquisition	NOUN
cana-1261	254	13	.	.	PUNCT
cana-1261	255	1	journal	journal	NOUN
cana-1261	255	2	of	of	ADP
cana-1261	255	3	decision	decision	NOUN
cana-1261	255	4	systems	system	NOUN
cana-1261	255	5	,	,	PUNCT
cana-1261	255	6	25	25	NUM
cana-1261	255	7	,	,	PUNCT
cana-1261	255	8	450–462	450–462	NUM
cana-1261	255	9	.	.	PUNCT
cana-1261	256	1	https://doi.org/10.1080/12460125.2016.1187398	https://doi.org/10.1080/12460125.2016.1187398	X
cana-1261	257	1	[	[	X
cana-1261	257	2	11	11	NUM
cana-1261	257	3	]	]	SYM
cana-1261	257	4	pillai	pillai	PROPN
cana-1261	257	5	,	,	PUNCT
cana-1261	257	6	r.	r.	PROPN
cana-1261	257	7	,	,	PUNCT
cana-1261	257	8	&	&	CCONJ
cana-1261	257	9	sivathanu	sivathanu	PROPN
cana-1261	257	10	,	,	PUNCT
cana-1261	257	11	b.	b.	PROPN
cana-1261	257	12	(	(	PUNCT
cana-1261	257	13	2020	2020	NUM
cana-1261	257	14	)	)	PUNCT
cana-1261	257	15	.	.	PUNCT
cana-1261	258	1	adoption	adoption	NOUN
cana-1261	258	2	of	of	ADP
cana-1261	258	3	artificial	artificial	ADJ
cana-1261	258	4	intelligence	intelligence	NOUN
cana-1261	258	5	(	(	PUNCT
cana-1261	258	6	ai	ai	NOUN
cana-1261	258	7	)	)	PUNCT
cana-1261	258	8	for	for	ADP
cana-1261	258	9	talent	talent	NOUN
cana-1261	258	10	acquisition	acquisition	NOUN
cana-1261	258	11	in	in	ADP
cana-1261	258	12	it	it	PRON
cana-1261	258	13	/	/	SYM
cana-1261	258	14	ites	ite	NOUN
cana-1261	258	15	organizations	organization	NOUN
cana-1261	258	16	.	.	PUNCT
cana-1261	259	1	benchmarking	benchmarke	VERB
cana-1261	259	2	,	,	PUNCT
cana-1261	259	3	27(9	27(9	NOUN
cana-1261	259	4	)	)	PUNCT
cana-1261	259	5	,	,	PUNCT
cana-1261	259	6	2599–2629	2599–2629	NUM
cana-1261	259	7	.	.	PUNCT
cana-1261	260	1	https://doi.org/10.1108/bij-04-2020-0186	https://doi.org/10.1108/bij-04-2020-0186	X
cana-1261	260	2	[	[	X
cana-1261	260	3	12	12	NUM
cana-1261	260	4	]	]	PUNCT
cana-1261	260	5	slowinski	slowinski	NOUN
cana-1261	260	6	,	,	PUNCT
cana-1261	260	7	g.	g.	PROPN
cana-1261	260	8	,	,	PUNCT
cana-1261	260	9	hummel	hummel	PROPN
cana-1261	260	10	,	,	PUNCT
cana-1261	260	11	e.	e.	PROPN
cana-1261	260	12	,	,	PUNCT
cana-1261	260	13	gupta	gupta	PROPN
cana-1261	260	14	,	,	PUNCT
cana-1261	260	15	a.	a.	NOUN
cana-1261	260	16	,	,	PUNCT
cana-1261	260	17	&	&	CCONJ
cana-1261	260	18	gilmont	gilmont	PROPN
cana-1261	260	19	,	,	PUNCT
cana-1261	260	20	e.	e.	PROPN
cana-1261	260	21	r.	r.	PROPN
cana-1261	260	22	(	(	PUNCT
cana-1261	260	23	2009	2009	NUM
cana-1261	260	24	)	)	PUNCT
cana-1261	260	25	.	.	PUNCT
cana-1261	261	1	effective	effective	ADJ
cana-1261	261	2	practices	practice	NOUN
cana-1261	261	3	for	for	ADP
cana-1261	261	4	sourcing	source	VERB
cana-1261	261	5	innovation	innovation	NOUN
cana-1261	261	6	.	.	PUNCT
cana-1261	262	1	research	research	NOUN
cana-1261	262	2	technology	technology	NOUN
cana-1261	262	3	management	management	NOUN
cana-1261	262	4	,	,	PUNCT
cana-1261	262	5	52(1	52(1	NOUN
cana-1261	262	6	)	)	PUNCT
cana-1261	262	7	,	,	PUNCT
cana-1261	262	8	27–34	27–34	NUM
cana-1261	262	9	.	.	PUNCT
cana-1261	262	10	https://doi.org/10.1080/08956308.2009.11657546	https://doi.org/10.1080/08956308.2009.11657546	PROPN
cana-1261	263	1	[	[	X
cana-1261	263	2	13	13	NUM
cana-1261	263	3	]	]	PUNCT
cana-1261	263	4	smelyakov	smelyakov	NOUN
cana-1261	263	5	,	,	PUNCT
cana-1261	263	6	k.	k.	PROPN
cana-1261	263	7	,	,	PUNCT
cana-1261	263	8	hurova	hurova	PROPN
cana-1261	263	9	,	,	PUNCT
cana-1261	263	10	y.	y.	PROPN
cana-1261	263	11	,	,	PUNCT
cana-1261	263	12	&	&	CCONJ
cana-1261	263	13	osiievskyi	osiievskyi	PROPN
cana-1261	263	14	,	,	PUNCT
cana-1261	263	15	s.	s.	PROPN
cana-1261	263	16	(	(	PUNCT
cana-1261	263	17	2023	2023	NUM
cana-1261	263	18	)	)	PUNCT
cana-1261	263	19	.	.	PUNCT
cana-1261	264	1	analysis	analysis	NOUN
cana-1261	264	2	of	of	ADP
cana-1261	264	3	the	the	DET
cana-1261	264	4	effectiveness	effectiveness	NOUN
cana-1261	264	5	of	of	ADP
cana-1261	264	6	using	use	VERB
cana-1261	264	7	machine	machine	NOUN
cana-1261	264	8	learning	learn	VERB
cana-1261	264	9	algorithms	algorithm	NOUN
cana-1261	264	10	to	to	PART
cana-1261	264	11	make	make	VERB
cana-1261	264	12	hiring	hire	VERB
cana-1261	264	13	decisions	decision	NOUN
cana-1261	264	14	.	.	PUNCT
cana-1261	265	1	international	international	ADJ
cana-1261	265	2	conference	conference	NOUN
cana-1261	265	3	on	on	ADP
cana-1261	265	4	computational	computational	ADJ
cana-1261	265	5	linguistics	linguistic	NOUN
cana-1261	265	6	and	and	CCONJ
cana-1261	265	7	intelligent	intelligent	ADJ
cana-1261	265	8	systems	system	NOUN
cana-1261	265	9	.	.	PUNCT
cana-1261	266	1	[	[	X
cana-1261	266	2	14	14	NUM
cana-1261	266	3	]	]	X
cana-1261	266	4	srivastava	srivastava	PROPN
cana-1261	266	5	,	,	PUNCT
cana-1261	266	6	r.	r.	PROPN
cana-1261	266	7	,	,	PUNCT
cana-1261	266	8	palshikar	palshikar	PROPN
cana-1261	266	9	,	,	PUNCT
cana-1261	266	10	g.	g.	PROPN
cana-1261	266	11	k.	k.	PROPN
cana-1261	266	12	,	,	PUNCT
cana-1261	266	13	&	&	CCONJ
cana-1261	266	14	pawar	pawar	PROPN
cana-1261	266	15	,	,	PUNCT
cana-1261	266	16	s.	s.	PROPN
cana-1261	266	17	(	(	PUNCT
cana-1261	266	18	2015	2015	NUM
cana-1261	266	19	)	)	PUNCT
cana-1261	266	20	.	.	PUNCT
cana-1261	267	1	analytics	analytic	NOUN
cana-1261	267	2	for	for	ADP
cana-1261	267	3	improving	improve	VERB
cana-1261	267	4	talent	talent	NOUN
cana-1261	267	5	acquisition	acquisition	NOUN
cana-1261	267	6	processes	process	NOUN
cana-1261	267	7	.	.	PUNCT
cana-1261	268	1	4th	4th	ADJ
cana-1261	268	2	iima	iima	PROPN
cana-1261	268	3	international	international	ADJ
cana-1261	268	4	conference	conference	NOUN
cana-1261	268	5	on	on	ADP
cana-1261	268	6	advanced	advanced	ADJ
cana-1261	268	7	data	datum	NOUN
cana-1261	268	8	analysis	analysis	NOUN
cana-1261	268	9	,	,	PUNCT
cana-1261	268	10	business	business	NOUN
cana-1261	268	11	analytics	analytic	NOUN
cana-1261	268	12	and	and	CCONJ
cana-1261	268	13	intelligence	intelligence	NOUN
cana-1261	268	14	(	(	PUNCT
cana-1261	268	15	icadabai	icadabai	NOUN
cana-1261	268	16	2015	2015	NUM
cana-1261	268	17	)	)	PUNCT
cana-1261	268	18	,	,	PUNCT
cana-1261	268	19	august	august	PROPN
cana-1261	268	20	,	,	PUNCT
cana-1261	268	21	1–16	1–16	PROPN
cana-1261	268	22	.	.	PUNCT
cana-1261	269	1	[	[	X
cana-1261	269	2	15	15	NUM
cana-1261	269	3	]	]	X
cana-1261	269	4	vedapradha	vedapradha	PROPN
cana-1261	269	5	,	,	PUNCT
cana-1261	269	6	r.	r.	PROPN
cana-1261	269	7	,	,	PUNCT
cana-1261	269	8	hariharan	hariharan	PROPN
cana-1261	269	9	,	,	PUNCT
cana-1261	269	10	r.	r.	PROPN
cana-1261	269	11	,	,	PUNCT
cana-1261	269	12	&	&	CCONJ
cana-1261	269	13	shivakami	shivakami	PROPN
cana-1261	269	14	,	,	PUNCT
cana-1261	269	15	r.	r.	PROPN
cana-1261	269	16	(	(	PUNCT
cana-1261	269	17	2019	2019	NUM
cana-1261	269	18	)	)	PUNCT
cana-1261	269	19	.	.	PUNCT
cana-1261	270	1	artificial	artificial	ADJ
cana-1261	270	2	intelligence	intelligence	NOUN
cana-1261	270	3	 	 	SPACE
cana-1261	270	4	:	:	PUNCT
cana-1261	270	5	a	a	DET
cana-1261	270	6	technological	technological	ADJ
cana-1261	270	7	prototype	prototype	NOUN
cana-1261	270	8	in	in	ADP
cana-1261	270	9	recruitment	recruitment	NOUN
cana-1261	270	10	.	.	PUNCT
cana-1261	271	1	journal	journal	NOUN
cana-1261	271	2	of	of	ADP
cana-1261	271	3	service	service	NOUN
cana-1261	271	4	science	science	NOUN
cana-1261	271	5	and	and	CCONJ
cana-1261	271	6	management	management	NOUN
cana-1261	271	7	,	,	PUNCT
cana-1261	271	8	382–390	382–390	NUM
cana-1261	271	9	.	.	PUNCT
cana-1261	272	1	https://doi.org/10.4236/jssm.2019.123026	https://doi.org/10.4236/jssm.2019.123026	PROPN
cana-1261	272	2	[	[	X
cana-1261	272	3	16	16	NUM
cana-1261	272	4	]	]	X
cana-1261	272	5	walford	walford	NOUN
cana-1261	272	6	,	,	PUNCT
cana-1261	272	7	g.	g.	PROPN
cana-1261	272	8	,	,	PUNCT
cana-1261	272	9	ma	ma	PROPN
cana-1261	272	10	,	,	PUNCT
cana-1261	272	11	w.	w.	PROPN
cana-1261	272	12	,	,	PUNCT
cana-1261	272	13	&	&	CCONJ
cana-1261	272	14	scott	scott	PROPN
cana-1261	272	15	-	-	PUNCT
cana-1261	272	16	jackson	jackson	PROPN
cana-1261	272	17	,	,	PUNCT
cana-1261	272	18	w.	w.	PROPN
cana-1261	272	19	(	(	PUNCT
cana-1261	272	20	2018	2018	NUM
cana-1261	272	21	)	)	PUNCT
cana-1261	272	22	.	.	PUNCT
cana-1261	273	1	talent	talent	NOUN
cana-1261	273	2	rising	rise	VERB
cana-1261	273	3	;	;	PUNCT
cana-1261	273	4	people	people	NOUN
cana-1261	273	5	analytics	analytic	NOUN
cana-1261	273	6	&	&	CCONJ
cana-1261	273	7	technology	technology	PROPN
cana-1261	273	8	driving	drive	VERB
cana-1261	273	9	talent	talent	NOUN
cana-1261	273	10	acquisition	acquisition	NOUN
cana-1261	273	11	strategy	strategy	NOUN
cana-1261	273	12	.	.	PUNCT
cana-1261	274	1	https://doi.org/https://doi.org/10.1108/shr-08-2018-0071	https://doi.org/https://doi.org/10.1108/shr-08-2018-0071	NOUN