id	sid	tid	token	lemma	pos
cana-6003	1	1	communications	communication	NOUN
cana-6003	1	2	on	on	ADP
cana-6003	1	3	applied	apply	VERB
cana-6003	1	4	nonlinear	nonlinear	ADJ
cana-6003	1	5	analysis	analysis	NOUN
cana-6003	1	6	issn	issn	NOUN
cana-6003	1	7	:	:	PUNCT
cana-6003	1	8	1074	1074	NUM
cana-6003	1	9	-	-	PUNCT
cana-6003	1	10	133x	133x	NUM
cana-6003	1	11	vol	vol	NOUN
cana-6003	1	12	32	32	NUM
cana-6003	1	13	no	no	NOUN
cana-6003	1	14	.	.	NOUN
cana-6003	1	15	3	3	NUM
cana-6003	1	16	(	(	PUNCT
cana-6003	1	17	2025	2025	NUM
cana-6003	1	18	)	)	PUNCT
cana-6003	1	19	https://internationalpubls.com	https://internationalpubls.com	X
cana-6003	1	20	1056	1056	NUM
cana-6003	1	21	predictive	predictive	ADJ
cana-6003	1	22	hr	hr	NOUN
cana-6003	1	23	analytics	analytic	NOUN
cana-6003	1	24	:	:	PUNCT
cana-6003	1	25	leveraging	leverage	VERB
cana-6003	1	26	ai	ai	VERB
cana-6003	1	27	for	for	ADP
cana-6003	1	28	employee	employee	NOUN
cana-6003	1	29	retention	retention	NOUN
cana-6003	1	30	and	and	CCONJ
cana-6003	1	31	experience	experience	NOUN
cana-6003	1	32	optimization	optimization	NOUN
cana-6003	1	33	shraddha	shraddha	PROPN
cana-6003	1	34	purandare1	purandare1	PROPN
cana-6003	1	35	,	,	PUNCT
cana-6003	1	36	sanjay	sanjay	PROPN
cana-6003	1	37	salunkhe2	salunkhe2	PROPN
cana-6003	1	38	,	,	PUNCT
cana-6003	1	39	rupen	rupen	VERB
cana-6003	1	40	pilankar3	pilankar3	X
cana-6003	1	41	1*institute	1*institute	NOUN
cana-6003	1	42	for	for	ADP
cana-6003	1	43	future	future	ADJ
cana-6003	1	44	education	education	NOUN
cana-6003	1	45	,	,	PUNCT
cana-6003	1	46	entrepreneurship	entrepreneurship	NOUN
cana-6003	1	47	and	and	CCONJ
cana-6003	1	48	leadership	leadership	NOUN
cana-6003	1	49	,	,	PUNCT
cana-6003	1	50	ifeel	ifeel	ADJ
cana-6003	1	51	,	,	PUNCT
cana-6003	1	52	india	india	PROPN
cana-6003	1	53	.	.	PUNCT
cana-6003	2	1	shraddha.purandare@ifeel.edu.in	shraddha.purandare@ifeel.edu.in	PROPN
cana-6003	2	2	2institute	2institute	NUM
cana-6003	2	3	for	for	ADP
cana-6003	2	4	future	future	ADJ
cana-6003	2	5	education	education	NOUN
cana-6003	2	6	,	,	PUNCT
cana-6003	2	7	entrepreneurship	entrepreneurship	NOUN
cana-6003	2	8	and	and	CCONJ
cana-6003	2	9	leadership	leadership	NOUN
cana-6003	2	10	,	,	PUNCT
cana-6003	2	11	ifeel	ifeel	ADJ
cana-6003	2	12	,	,	PUNCT
cana-6003	2	13	india	india	PROPN
cana-6003	2	14	.	.	PUNCT
cana-6003	2	15	san@ifeel.edu.in	san@ifeel.edu.in	PROPN
cana-6003	3	1	3institute	3institute	NUM
cana-6003	3	2	for	for	ADP
cana-6003	3	3	future	future	ADJ
cana-6003	3	4	education	education	NOUN
cana-6003	3	5	,	,	PUNCT
cana-6003	3	6	entrepreneurship	entrepreneurship	NOUN
cana-6003	3	7	and	and	CCONJ
cana-6003	3	8	leadership	leadership	NOUN
cana-6003	3	9	,	,	PUNCT
cana-6003	3	10	ifeel	ifeel	ADJ
cana-6003	3	11	,	,	PUNCT
cana-6003	3	12	india	india	PROPN
cana-6003	3	13	.	.	PUNCT
cana-6003	3	14	rupen.p@ifeel.edu.in	rupen.p@ifeel.edu.in	PROPN
cana-6003	3	15	article	article	PROPN
cana-6003	3	16	history	history	NOUN
cana-6003	3	17	:	:	PUNCT
cana-6003	3	18	received	receive	VERB
cana-6003	3	19	:	:	PUNCT
cana-6003	3	20	05/12/2024	05/12/2024	NUM
cana-6003	3	21	revised	revise	VERB
cana-6003	3	22	:	:	PUNCT
cana-6003	3	23	04/01/2025	04/01/2025	NUM
cana-6003	3	24	accepted	accept	VERB
cana-6003	3	25	:	:	PUNCT
cana-6003	3	26	07/02/2025	07/02/2025	NUM
cana-6003	3	27	abstract	abstract	ADJ
cana-6003	3	28	:	:	PUNCT
cana-6003	3	29	predictive	predictive	ADJ
cana-6003	3	30	analytics	analytic	NOUN
cana-6003	3	31	(	(	PUNCT
cana-6003	3	32	pa	pa	PROPN
cana-6003	3	33	)	)	PUNCT
cana-6003	3	34	in	in	ADP
cana-6003	3	35	human	human	ADJ
cana-6003	3	36	resource	resource	NOUN
cana-6003	3	37	(	(	PUNCT
cana-6003	3	38	hr	hr	NOUN
cana-6003	3	39	)	)	PUNCT
cana-6003	3	40	is	be	AUX
cana-6003	3	41	a	a	DET
cana-6003	3	42	fast	fast	ADV
cana-6003	3	43	-	-	PUNCT
cana-6003	3	44	developing	develop	VERB
cana-6003	3	45	field	field	NOUN
cana-6003	3	46	that	that	PRON
cana-6003	3	47	uses	use	VERB
cana-6003	3	48	artificial	artificial	ADJ
cana-6003	3	49	intelligence	intelligence	NOUN
cana-6003	3	50	(	(	PUNCT
cana-6003	3	51	ai	ai	NOUN
cana-6003	3	52	)	)	PUNCT
cana-6003	3	53	and	and	CCONJ
cana-6003	3	54	data	datum	NOUN
cana-6003	3	55	powered	power	VERB
cana-6003	3	56	decision	decision	NOUN
cana-6003	3	57	making	make	VERB
cana-6003	3	58	to	to	PART
cana-6003	3	59	transform	transform	VERB
cana-6003	3	60	the	the	DET
cana-6003	3	61	way	way	NOUN
cana-6003	3	62	the	the	DET
cana-6003	3	63	decisions	decision	NOUN
cana-6003	3	64	are	be	AUX
cana-6003	3	65	made	make	VERB
cana-6003	3	66	in	in	ADP
cana-6003	3	67	hr	hr	NOUN
cana-6003	3	68	sector	sector	NOUN
cana-6003	3	69	.	.	PUNCT
cana-6003	4	1	hr	hr	NOUN
cana-6003	4	2	professionals	professional	NOUN
cana-6003	4	3	are	be	AUX
cana-6003	4	4	now	now	ADV
cana-6003	4	5	predicting	predict	VERB
cana-6003	4	6	future	future	ADJ
cana-6003	4	7	results	result	NOUN
cana-6003	4	8	with	with	ADP
cana-6003	4	9	great	great	ADJ
cana-6003	4	10	accuracy	accuracy	NOUN
cana-6003	4	11	by	by	ADP
cana-6003	4	12	using	use	VERB
cana-6003	4	13	advanced	advanced	ADJ
cana-6003	4	14	procedures	procedure	NOUN
cana-6003	4	15	and	and	CCONJ
cana-6003	4	16	machine	machine	NOUN
cana-6003	4	17	learning	learning	NOUN
cana-6003	4	18	(	(	PUNCT
cana-6003	4	19	ml	ml	NOUN
cana-6003	4	20	)	)	PUNCT
cana-6003	4	21	techniques	technique	NOUN
cana-6003	4	22	.	.	PUNCT
cana-6003	5	1	this	this	DET
cana-6003	5	2	approach	approach	NOUN
cana-6003	5	3	leads	lead	VERB
cana-6003	5	4	the	the	DET
cana-6003	5	5	organizations	organization	NOUN
cana-6003	5	6	towards	towards	ADP
cana-6003	5	7	more	more	ADV
cana-6003	5	8	informed	informed	ADJ
cana-6003	5	9	and	and	CCONJ
cana-6003	5	10	planned	plan	VERB
cana-6003	5	11	decision	decision	NOUN
cana-6003	5	12	making	making	NOUN
cana-6003	5	13	.	.	PUNCT
cana-6003	6	1	the	the	DET
cana-6003	6	2	hr	hr	NOUN
cana-6003	6	3	departments	department	NOUN
cana-6003	6	4	are	be	AUX
cana-6003	6	5	now	now	ADV
cana-6003	6	6	using	use	VERB
cana-6003	6	7	pa	pa	PROPN
cana-6003	6	8	to	to	PART
cana-6003	6	9	predict	predict	VERB
cana-6003	6	10	employee	employee	NOUN
cana-6003	6	11	turnover	turnover	NOUN
cana-6003	6	12	,	,	PUNCT
cana-6003	6	13	identifying	identify	VERB
cana-6003	6	14	high	high	ADJ
cana-6003	6	15	-	-	PUNCT
cana-6003	6	16	potential	potential	ADJ
cana-6003	6	17	candidates	candidate	NOUN
cana-6003	6	18	,	,	PUNCT
cana-6003	6	19	and	and	CCONJ
cana-6003	6	20	even	even	ADV
cana-6003	6	21	anticipating	anticipate	VERB
cana-6003	6	22	upcoming	upcoming	ADJ
cana-6003	6	23	skill	skill	NOUN
cana-6003	6	24	gap	gap	NOUN
cana-6003	6	25	inside	inside	ADP
cana-6003	6	26	the	the	DET
cana-6003	6	27	firm	firm	NOUN
cana-6003	6	28	.	.	PUNCT
cana-6003	7	1	the	the	DET
cana-6003	7	2	leaders	leader	NOUN
cana-6003	7	3	proactively	proactively	ADV
cana-6003	7	4	develop	develop	VERB
cana-6003	7	5	“	"	PUNCT
cana-6003	7	6	retention	retention	NOUN
cana-6003	7	7	strategies	strategy	NOUN
cana-6003	7	8	,	,	PUNCT
cana-6003	7	9	succession	succession	NOUN
cana-6003	7	10	plans	plan	NOUN
cana-6003	7	11	,	,	PUNCT
cana-6003	7	12	and	and	CCONJ
cana-6003	7	13	targeted	target	VERB
cana-6003	7	14	training	training	NOUN
cana-6003	7	15	programs	program	NOUN
cana-6003	7	16	”	"	PUNCT
cana-6003	7	17	with	with	ADP
cana-6003	7	18	the	the	DET
cana-6003	7	19	help	help	NOUN
cana-6003	7	20	of	of	ADP
cana-6003	7	21	these	these	DET
cana-6003	7	22	valuable	valuable	ADJ
cana-6003	7	23	insights	insight	NOUN
cana-6003	7	24	and	and	CCONJ
cana-6003	7	25	address	address	VERB
cana-6003	7	26	the	the	DET
cana-6003	7	27	possible	possible	ADJ
cana-6003	7	28	gaps	gap	NOUN
cana-6003	7	29	among	among	ADP
cana-6003	7	30	the	the	DET
cana-6003	7	31	employees	employee	NOUN
cana-6003	7	32	.	.	PUNCT
cana-6003	8	1	in	in	ADP
cana-6003	8	2	addition	addition	NOUN
cana-6003	8	3	,	,	PUNCT
cana-6003	8	4	pa	pa	PROPN
cana-6003	8	5	also	also	ADV
cana-6003	8	6	help	help	VERB
cana-6003	8	7	hr	hr	NOUN
cana-6003	8	8	in	in	ADP
cana-6003	8	9	optimising	optimise	VERB
cana-6003	8	10	recruitment	recruitment	NOUN
cana-6003	8	11	processes	process	NOUN
cana-6003	8	12	where	where	SCONJ
cana-6003	8	13	they	they	PRON
cana-6003	8	14	identify	identify	VERB
cana-6003	8	15	the	the	DET
cana-6003	8	16	effective	effective	ADJ
cana-6003	8	17	source	source	NOUN
cana-6003	8	18	of	of	ADP
cana-6003	8	19	talent	talent	NOUN
cana-6003	8	20	acquisition	acquisition	NOUN
cana-6003	8	21	,	,	PUNCT
cana-6003	8	22	improve	improve	VERB
cana-6003	8	23	candidate	candidate	NOUN
cana-6003	8	24	selection	selection	NOUN
cana-6003	8	25	process	process	NOUN
cana-6003	8	26	,	,	PUNCT
cana-6003	8	27	and	and	CCONJ
cana-6003	8	28	overall	overall	ADJ
cana-6003	8	29	planning	planning	NOUN
cana-6003	8	30	for	for	ADP
cana-6003	8	31	work	work	NOUN
cana-6003	8	32	force	force	NOUN
cana-6003	8	33	.	.	PUNCT
cana-6003	9	1	hr	hr	NOUN
cana-6003	9	2	harness	harness	NOUN
cana-6003	9	3	the	the	DET
cana-6003	9	4	power	power	NOUN
cana-6003	9	5	of	of	ADP
cana-6003	9	6	ai	ai	NOUN
cana-6003	9	7	and	and	CCONJ
cana-6003	9	8	data	datum	NOUN
cana-6003	9	9	driven	drive	VERB
cana-6003	9	10	vision	vision	NOUN
cana-6003	9	11	and	and	CCONJ
cana-6003	9	12	understanding	understanding	NOUN
cana-6003	9	13	to	to	PART
cana-6003	9	14	align	align	VERB
cana-6003	9	15	their	their	PRON
cana-6003	9	16	strategies	strategy	NOUN
cana-6003	9	17	with	with	ADP
cana-6003	9	18	“	"	PUNCT
cana-6003	9	19	organizational	organizational	ADJ
cana-6003	9	20	goals	goal	NOUN
cana-6003	9	21	,	,	PUNCT
cana-6003	9	22	maximize	maximize	VERB
cana-6003	9	23	employee	employee	NOUN
cana-6003	9	24	productivity	productivity	NOUN
cana-6003	9	25	,	,	PUNCT
cana-6003	9	26	and	and	CCONJ
cana-6003	9	27	drive	drive	VERB
cana-6003	9	28	overall	overall	ADJ
cana-6003	9	29	business	business	NOUN
cana-6003	9	30	success	success	NOUN
cana-6003	9	31	”	"	PUNCT
cana-6003	9	32	.	.	PUNCT
cana-6003	10	1	the	the	DET
cana-6003	10	2	organizations	organization	NOUN
cana-6003	10	3	are	be	AUX
cana-6003	10	4	leading	lead	VERB
cana-6003	10	5	themselves	themselves	PRON
cana-6003	10	6	towards	towards	ADP
cana-6003	10	7	“	"	PUNCT
cana-6003	10	8	improved	improve	VERB
cana-6003	10	9	hiring	hire	VERB
cana-6003	10	10	outcomes	outcome	NOUN
cana-6003	10	11	,	,	PUNCT
cana-6003	10	12	increased	increase	VERB
cana-6003	10	13	employee	employee	NOUN
cana-6003	10	14	engagement	engagement	NOUN
cana-6003	10	15	,	,	PUNCT
cana-6003	10	16	and	and	CCONJ
cana-6003	10	17	enhanced	enhance	VERB
cana-6003	10	18	work	work	NOUN
cana-6003	10	19	delivery	delivery	NOUN
cana-6003	10	20	”	"	PUNCT
cana-6003	10	21	by	by	ADP
cana-6003	10	22	integrating	integrate	VERB
cana-6003	10	23	ai	ai	VERB
cana-6003	10	24	and	and	CCONJ
cana-6003	10	25	pa	pa	PROPN
cana-6003	10	26	in	in	ADP
cana-6003	10	27	their	their	PRON
cana-6003	10	28	hr	hr	NOUN
cana-6003	10	29	processes	process	NOUN
cana-6003	10	30	while	while	SCONJ
cana-6003	10	31	making	make	VERB
cana-6003	10	32	data	datum	NOUN
cana-6003	10	33	driven	drive	VERB
cana-6003	10	34	decisions	decision	NOUN
cana-6003	10	35	.	.	PUNCT
cana-6003	11	1	immediate	immediate	ADJ
cana-6003	11	2	decisions	decision	NOUN
cana-6003	11	3	are	be	AUX
cana-6003	11	4	possible	possible	ADJ
cana-6003	11	5	on	on	ADP
cana-6003	11	6	the	the	DET
cana-6003	11	7	basis	basis	NOUN
cana-6003	11	8	of	of	ADP
cana-6003	11	9	real	real	ADJ
cana-6003	11	10	time	time	NOUN
cana-6003	11	11	data	datum	NOUN
cana-6003	11	12	with	with	ADP
cana-6003	11	13	the	the	DET
cana-6003	11	14	help	help	NOUN
cana-6003	11	15	of	of	ADP
cana-6003	11	16	pa	pa	PROPN
cana-6003	11	17	to	to	PART
cana-6003	11	18	forecast	forecast	VERB
cana-6003	11	19	upcoming	upcoming	ADJ
cana-6003	11	20	requirements	requirement	NOUN
cana-6003	11	21	in	in	ADP
cana-6003	11	22	the	the	DET
cana-6003	11	23	organization	organization	NOUN
cana-6003	11	24	.	.	PUNCT
cana-6003	12	1	keywords	keyword	NOUN
cana-6003	12	2	:	:	PUNCT
cana-6003	12	3	predictive	predictive	ADJ
cana-6003	12	4	analytics	analytic	NOUN
cana-6003	12	5	,	,	PUNCT
cana-6003	12	6	artificial	artificial	ADJ
cana-6003	12	7	intelligence	intelligence	NOUN
cana-6003	12	8	(	(	PUNCT
cana-6003	12	9	ai	ai	NOUN
cana-6003	12	10	)	)	PUNCT
cana-6003	12	11	,	,	PUNCT
cana-6003	12	12	retention	retention	NOUN
cana-6003	12	13	,	,	PUNCT
cana-6003	12	14	optimization	optimization	NOUN
cana-6003	12	15	,	,	PUNCT
cana-6003	12	16	human	human	ADJ
cana-6003	12	17	resource	resource	NOUN
cana-6003	12	18	(	(	PUNCT
cana-6003	12	19	hr	hr	NOUN
cana-6003	12	20	)	)	PUNCT
cana-6003	12	21	introduction	introduction	NOUN
cana-6003	12	22	hr	hr	NOUN
cana-6003	12	23	analytics	analytic	NOUN
cana-6003	12	24	is	be	AUX
cana-6003	12	25	transforming	transform	VERB
cana-6003	12	26	the	the	DET
cana-6003	12	27	employee	employee	NOUN
cana-6003	12	28	management	management	NOUN
cana-6003	12	29	by	by	ADP
cana-6003	12	30	giving	give	VERB
cana-6003	12	31	data	datum	NOUN
cana-6003	12	32	driven	drive	VERB
cana-6003	12	33	insights	insight	NOUN
cana-6003	12	34	into	into	ADP
cana-6003	12	35	“	"	PUNCT
cana-6003	12	36	talent	talent	NOUN
cana-6003	12	37	acquisition	acquisition	NOUN
cana-6003	12	38	,	,	PUNCT
cana-6003	12	39	employee	employee	NOUN
cana-6003	12	40	engagement	engagement	NOUN
cana-6003	12	41	,	,	PUNCT
cana-6003	12	42	and	and	CCONJ
cana-6003	12	43	retention	retention	NOUN
cana-6003	12	44	”	"	PUNCT
cana-6003	12	45	.	.	PUNCT
cana-6003	13	1	conventional	conventional	ADJ
cana-6003	13	2	hr	hr	NOUN
cana-6003	13	3	practices	practice	NOUN
cana-6003	13	4	have	have	VERB
cana-6003	13	5	trust	trust	NOUN
cana-6003	13	6	on	on	ADP
cana-6003	13	7	institution	institution	NOUN
cana-6003	13	8	-	-	PUNCT
cana-6003	13	9	based	base	VERB
cana-6003	13	10	decisions	decision	NOUN
cana-6003	13	11	that	that	PRON
cana-6003	13	12	leads	lead	VERB
cana-6003	13	13	them	they	PRON
cana-6003	13	14	towards	towards	ADP
cana-6003	13	15	inadequacies	inadequacy	NOUN
cana-6003	13	16	in	in	ADP
cana-6003	13	17	work	work	NOUN
cana-6003	13	18	force	force	NOUN
cana-6003	13	19	planning	planning	NOUN
cana-6003	13	20	,	,	PUNCT
cana-6003	13	21	but	but	CCONJ
cana-6003	13	22	now	now	ADV
cana-6003	13	23	hr	hr	NOUN
cana-6003	13	24	analytics	analytic	NOUN
cana-6003	13	25	is	be	AUX
cana-6003	13	26	used	use	VERB
cana-6003	13	27	to	to	PART
cana-6003	13	28	predict	predict	VERB
cana-6003	13	29	“	"	PUNCT
cana-6003	13	30	employee	employee	NOUN
cana-6003	13	31	behaviour	behaviour	NOUN
cana-6003	13	32	,	,	PUNCT
cana-6003	13	33	identify	identify	VERB
cana-6003	13	34	skill	skill	NOUN
cana-6003	13	35	gaps	gap	NOUN
cana-6003	13	36	,	,	PUNCT
cana-6003	13	37	and	and	CCONJ
cana-6003	13	38	improve	improve	VERB
cana-6003	13	39	workforce	workforce	NOUN
cana-6003	13	40	productivity	productivity	NOUN
cana-6003	13	41	”	"	PUNCT
cana-6003	13	42	with	with	ADP
cana-6003	13	43	the	the	DET
cana-6003	13	44	advancements	advancement	NOUN
cana-6003	13	45	in	in	ADP
cana-6003	13	46	“	"	PUNCT
cana-6003	13	47	big	big	ADJ
cana-6003	13	48	data	datum	NOUN
cana-6003	13	49	,	,	PUNCT
cana-6003	13	50	ai	ai	VERB
cana-6003	13	51	,	,	PUNCT
cana-6003	13	52	and	and	CCONJ
cana-6003	13	53	machine	machine	NOUN
cana-6003	13	54	learning	learning	NOUN
cana-6003	13	55	”	"	PUNCT
cana-6003	13	56	.	.	PUNCT
cana-6003	14	1	the	the	DET
cana-6003	14	2	organizations	organization	NOUN
cana-6003	14	3	are	be	AUX
cana-6003	14	4	optimising	optimise	VERB
cana-6003	14	5	their	their	PRON
cana-6003	14	6	“	"	PUNCT
cana-6003	14	7	recruitment	recruitment	NOUN
cana-6003	14	8	,	,	PUNCT
cana-6003	14	9	retention	retention	NOUN
cana-6003	14	10	,	,	PUNCT
cana-6003	14	11	and	and	CCONJ
cana-6003	14	12	workforce	workforce	NOUN
cana-6003	14	13	planning	planning	NOUN
cana-6003	14	14	strategies	strategy	NOUN
cana-6003	14	15	”	"	PUNCT
cana-6003	14	16	through	through	ADP
cana-6003	14	17	data	data	NOUN
cana-6003	14	18	-	-	PUNCT
cana-6003	14	19	driven	drive	VERB
cana-6003	14	20	decision	decision	NOUN
cana-6003	14	21	making	make	VERB
cana-6003	14	22	and	and	CCONJ
cana-6003	14	23	also	also	ADV
cana-6003	14	24	improving	improve	VERB
cana-6003	14	25	performance	performance	NOUN
cana-6003	14	26	and	and	CCONJ
cana-6003	14	27	engagement	engagement	NOUN
cana-6003	14	28	of	of	ADP
cana-6003	14	29	their	their	PRON
cana-6003	14	30	employees	employee	NOUN
cana-6003	14	31	.	.	PUNCT
cana-6003	15	1	in	in	ADP
cana-6003	15	2	order	order	NOUN
cana-6003	15	3	to	to	PART
cana-6003	15	4	stay	stay	VERB
cana-6003	15	5	ahead	ahead	ADV
cana-6003	15	6	in	in	ADP
cana-6003	15	7	the	the	DET
cana-6003	15	8	fast	fast	ADV
cana-6003	15	9	-	-	PUNCT
cana-6003	15	10	developing	develop	VERB
cana-6003	15	11	business	business	NOUN
cana-6003	15	12	landscape	landscape	NOUN
cana-6003	15	13	and	and	CCONJ
cana-6003	15	14	gaining	gain	VERB
cana-6003	15	15	sustainable	sustainable	ADJ
cana-6003	15	16	success	success	NOUN
cana-6003	15	17	,	,	PUNCT
cana-6003	15	18	it	it	PRON
cana-6003	15	19	is	be	AUX
cana-6003	15	20	important	important	ADJ
cana-6003	15	21	to	to	PART
cana-6003	15	22	embrace	embrace	VERB
cana-6003	15	23	this	this	DET
cana-6003	15	24	transformative	transformative	ADJ
cana-6003	15	25	approach	approach	NOUN
cana-6003	15	26	(	(	PUNCT
cana-6003	15	27	zhang	zhang	X
cana-6003	15	28	et	et	PROPN
cana-6003	15	29	al	al	PROPN
cana-6003	15	30	.	.	PROPN
cana-6003	15	31	,	,	PUNCT
cana-6003	15	32	2021	2021	NUM
cana-6003	15	33	)	)	PUNCT
cana-6003	15	34	.	.	PUNCT
cana-6003	16	1	workforce	workforce	PROPN
cana-6003	16	2	optimization	optimization	NOUN
cana-6003	16	3	is	be	AUX
cana-6003	16	4	one	one	NUM
cana-6003	16	5	of	of	ADP
cana-6003	16	6	the	the	DET
cana-6003	16	7	vital	vital	ADJ
cana-6003	16	8	roles	role	NOUN
cana-6003	16	9	played	play	VERB
cana-6003	16	10	by	by	ADP
cana-6003	16	11	ai	ai	PRON
cana-6003	16	12	driven	drive	VERB
cana-6003	16	13	systems	system	NOUN
cana-6003	16	14	where	where	SCONJ
cana-6003	16	15	tools	tool	NOUN
cana-6003	16	16	like	like	ADP
cana-6003	16	17	sentiment	sentiment	NOUN
cana-6003	16	18	analysis	analysis	NOUN
cana-6003	16	19	that	that	PRON
cana-6003	16	20	works	work	VERB
cana-6003	16	21	with	with	ADP
cana-6003	16	22	the	the	DET
cana-6003	16	23	help	help	NOUN
cana-6003	16	24	of	of	ADP
cana-6003	16	25	“	"	PUNCT
cana-6003	16	26	natural	natural	ADJ
cana-6003	16	27	language	language	NOUN
cana-6003	16	28	processing	processing	NOUN
cana-6003	16	29	(	(	PUNCT
cana-6003	16	30	nep	nep	NOUN
cana-6003	16	31	)	)	PUNCT
cana-6003	16	32	”	"	PUNCT
cana-6003	16	33	help	help	VERB
cana-6003	16	34	organization	organization	NOUN
cana-6003	16	35	to	to	PART
cana-6003	16	36	measure	measure	VERB
cana-6003	16	37	the	the	DET
cana-6003	16	38	confidence	confidence	NOUN
cana-6003	16	39	of	of	ADP
cana-6003	16	40	their	their	PRON
cana-6003	16	41	employee	employee	NOUN
cana-6003	16	42	through	through	ADP
cana-6003	16	43	“	"	PUNCT
cana-6003	16	44	surveys	survey	NOUN
cana-6003	16	45	,	,	PUNCT
cana-6003	16	46	emails	email	NOUN
cana-6003	16	47	,	,	PUNCT
cana-6003	16	48	or	or	CCONJ
cana-6003	16	49	social	social	ADJ
cana-6003	16	50	media	medium	NOUN
cana-6003	16	51	interactions	interaction	NOUN
cana-6003	16	52	”	"	PUNCT
cana-6003	16	53	.	.	PUNCT
cana-6003	17	1	similarly	similarly	ADV
cana-6003	17	2	,	,	PUNCT
cana-6003	17	3	the	the	DET
cana-6003	17	4	productivity	productivity	NOUN
cana-6003	17	5	patterns	pattern	NOUN
cana-6003	17	6	can	can	AUX
cana-6003	17	7	be	be	AUX
cana-6003	17	8	evaluated	evaluate	VERB
cana-6003	17	9	by	by	ADP
cana-6003	17	10	“	"	PUNCT
cana-6003	17	11	ai	ai	ADJ
cana-6003	17	12	-	-	PUNCT
cana-6003	17	13	driven	drive	VERB
cana-6003	17	14	performance	performance	NOUN
cana-6003	17	15	management	management	NOUN
cana-6003	17	16	systems	system	NOUN
cana-6003	17	17	”	"	PUNCT
cana-6003	17	18	to	to	PART
cana-6003	17	19	give	give	VERB
cana-6003	17	20	customised	customised	ADJ
cana-6003	17	21	suggestions	suggestion	NOUN
cana-6003	17	22	for	for	ADP
cana-6003	17	23	their	their	PRON
cana-6003	17	24	improvement	improvement	NOUN
cana-6003	17	25	.	.	PUNCT
cana-6003	18	1	hr	hr	NOUN
cana-6003	18	2	professionals	professional	NOUN
cana-6003	18	3	are	be	AUX
cana-6003	18	4	using	use	VERB
cana-6003	18	5	ai	ai	VERB
cana-6003	18	6	to	to	PART
cana-6003	18	7	change	change	VERB
cana-6003	18	8	to	to	ADP
cana-6003	18	9	strategic	strategic	ADJ
cana-6003	18	10	roles	role	NOUN
cana-6003	18	11	that	that	PRON
cana-6003	18	12	focus	focus	VERB
cana-6003	18	13	on	on	ADP
cana-6003	18	14	driving	drive	VERB
cana-6003	18	15	organisational	organisational	ADJ
cana-6003	18	16	growth	growth	NOUN
cana-6003	18	17	in	in	ADP
cana-6003	18	18	spite	spite	NOUN
cana-6003	18	19	of	of	ADP
cana-6003	18	20	occupied	occupy	VERB
cana-6003	18	21	in	in	ADP
cana-6003	18	22	manual	manual	ADJ
cana-6003	18	23	and	and	CCONJ
cana-6003	18	24	time	time	NOUN
cana-6003	18	25	-	-	PUNCT
cana-6003	18	26	consuming	consume	VERB
cana-6003	18	27	tasks	task	NOUN
cana-6003	18	28	(	(	PUNCT
cana-6003	18	29	dwivedi	dwivedi	PROPN
cana-6003	18	30	et	et	PROPN
cana-6003	18	31	al	al	PROPN
cana-6003	18	32	.	.	PROPN
cana-6003	18	33	,	,	PUNCT
cana-6003	18	34	2021	2021	NUM
cana-6003	18	35	)	)	PUNCT
cana-6003	18	36	.	.	PUNCT
cana-6003	19	1	in	in	ADP
cana-6003	19	2	addition	addition	NOUN
cana-6003	19	3	,	,	PUNCT
cana-6003	19	4	the	the	DET
cana-6003	19	5	multiple	multiple	ADJ
cana-6003	19	6	hr	hr	NOUN
cana-6003	19	7	functions	function	NOUN
cana-6003	19	8	are	be	AUX
cana-6003	19	9	facilitated	facilitate	VERB
cana-6003	19	10	with	with	ADP
cana-6003	19	11	data	datum	NOUN
cana-6003	19	12	integration	integration	NOUN
cana-6003	19	13	through	through	ADP
cana-6003	19	14	ai	ai	NOUN
cana-6003	19	15	that	that	PRON
cana-6003	19	16	creates	create	VERB
cana-6003	19	17	allinclusive	allinclusive	ADJ
cana-6003	19	18	view	view	NOUN
cana-6003	19	19	of	of	ADP
cana-6003	19	20	employees	employee	NOUN
cana-6003	19	21	like	like	ADP
cana-6003	19	22	organizations	organization	NOUN
cana-6003	19	23	are	be	AUX
cana-6003	19	24	able	able	ADJ
cana-6003	19	25	to	to	PART
cana-6003	19	26	design	design	VERB
cana-6003	19	27	focused	focused	ADJ
cana-6003	19	28	learning	learning	NOUN
cana-6003	19	29	and	and	CCONJ
cana-6003	19	30	development	development	NOUN
cana-6003	19	31	mailto:shraddha.purandare@ifeel.edu.in	mailto:shraddha.purandare@ifeel.edu.in	PROPN
cana-6003	19	32	mailto:san@ifeel.edu.in	mailto:san@ifeel.edu.in	PROPN
cana-6003	19	33	mailto:rupen.p@ifeel.edu.in	mailto:rupen.p@ifeel.edu.in	NOUN
cana-6003	19	34	communications	communication	NOUN
cana-6003	19	35	on	on	ADP
cana-6003	19	36	applied	apply	VERB
cana-6003	19	37	nonlinear	nonlinear	ADJ
cana-6003	19	38	analysis	analysis	NOUN
cana-6003	19	39	issn	issn	NOUN
cana-6003	19	40	:	:	PUNCT
cana-6003	19	41	1074	1074	NUM
cana-6003	19	42	-	-	PUNCT
cana-6003	19	43	133x	133x	NUM
cana-6003	19	44	vol	vol	NOUN
cana-6003	19	45	32	32	NUM
cana-6003	20	1	no	no	NOUN
cana-6003	20	2	.	.	NOUN
cana-6003	20	3	3	3	NUM
cana-6003	20	4	(	(	PUNCT
cana-6003	20	5	2025	2025	NUM
cana-6003	20	6	)	)	PUNCT
cana-6003	20	7	https://internationalpubls.com	https://internationalpubls.com	X
cana-6003	20	8	1057	1057	NUM
cana-6003	20	9	programs	program	NOUN
cana-6003	20	10	with	with	ADP
cana-6003	20	11	the	the	DET
cana-6003	20	12	integration	integration	NOUN
cana-6003	20	13	of	of	ADP
cana-6003	20	14	performance	performance	NOUN
cana-6003	20	15	data	datum	NOUN
cana-6003	20	16	with	with	ADP
cana-6003	20	17	training	training	NOUN
cana-6003	20	18	modules	module	NOUN
cana-6003	20	19	which	which	PRON
cana-6003	20	20	in	in	ADP
cana-6003	20	21	turn	turn	NOUN
cana-6003	20	22	ensures	ensure	VERB
cana-6003	20	23	that	that	SCONJ
cana-6003	20	24	the	the	DET
cana-6003	20	25	workforce	workforce	NOUN
cana-6003	20	26	gains	gain	VERB
cana-6003	20	27	skills	skill	NOUN
cana-6003	20	28	that	that	PRON
cana-6003	20	29	are	be	AUX
cana-6003	20	30	required	require	VERB
cana-6003	20	31	for	for	ADP
cana-6003	20	32	upcoming	upcoming	ADJ
cana-6003	20	33	roles	role	NOUN
cana-6003	20	34	.	.	PUNCT
cana-6003	21	1	individual	individual	ADJ
cana-6003	21	2	and	and	CCONJ
cana-6003	21	3	team	team	NOUN
cana-6003	21	4	performance	performance	NOUN
cana-6003	21	5	both	both	PRON
cana-6003	21	6	are	be	AUX
cana-6003	21	7	improved	improve	VERB
cana-6003	21	8	by	by	ADP
cana-6003	21	9	these	these	DET
cana-6003	21	10	advancements	advancement	NOUN
cana-6003	21	11	that	that	PRON
cana-6003	21	12	nurture	nurture	VERB
cana-6003	21	13	the	the	DET
cana-6003	21	14	environment	environment	NOUN
cana-6003	21	15	of	of	ADP
cana-6003	21	16	incessant	incessant	NOUN
cana-6003	21	17	learning	learning	NOUN
cana-6003	21	18	and	and	CCONJ
cana-6003	21	19	innovation	innovation	NOUN
cana-6003	21	20	(	(	PUNCT
cana-6003	21	21	lengnick	lengnick	ADJ
cana-6003	21	22	-	-	PUNCT
cana-6003	21	23	hall	hall	NOUN
cana-6003	21	24	et	et	PROPN
cana-6003	21	25	al	al	PROPN
cana-6003	21	26	.	.	PROPN
cana-6003	21	27	,	,	PUNCT
cana-6003	21	28	2018	2018	NUM
cana-6003	21	29	)	)	PUNCT
cana-6003	21	30	.	.	PUNCT
cana-6003	22	1	employee	employee	NOUN
cana-6003	22	2	optimization	optimization	NOUN
cana-6003	22	3	is	be	AUX
cana-6003	22	4	one	one	NUM
cana-6003	22	5	of	of	ADP
cana-6003	22	6	the	the	DET
cana-6003	22	7	most	most	ADV
cana-6003	22	8	crucial	crucial	ADJ
cana-6003	22	9	advantages	advantage	NOUN
cana-6003	22	10	of	of	ADP
cana-6003	22	11	pa	pa	PROPN
cana-6003	22	12	where	where	SCONJ
cana-6003	22	13	it	it	PRON
cana-6003	22	14	supports	support	VERB
cana-6003	22	15	data	datum	NOUN
cana-6003	22	16	driven	drive	VERB
cana-6003	22	17	decision	decision	NOUN
cana-6003	22	18	making	making	NOUN
cana-6003	22	19	.	.	PUNCT
cana-6003	23	1	it	it	PRON
cana-6003	23	2	is	be	AUX
cana-6003	23	3	tough	tough	ADJ
cana-6003	23	4	to	to	PART
cana-6003	23	5	balance	balance	VERB
cana-6003	23	6	organizational	organizational	ADJ
cana-6003	23	7	goals	goal	NOUN
cana-6003	23	8	with	with	ADP
cana-6003	23	9	employee	employee	NOUN
cana-6003	23	10	well	well	ADV
cana-6003	23	11	-	-	PUNCT
cana-6003	23	12	being	being	NOUN
cana-6003	23	13	and	and	CCONJ
cana-6003	23	14	this	this	PRON
cana-6003	23	15	makes	make	VERB
cana-6003	23	16	hr	hr	NOUN
cana-6003	23	17	professionals	professional	NOUN
cana-6003	23	18	to	to	PART
cana-6003	23	19	face	face	VERB
cana-6003	23	20	complicated	complicated	ADJ
cana-6003	23	21	challenges	challenge	NOUN
cana-6003	23	22	on	on	ADP
cana-6003	23	23	regular	regular	ADJ
cana-6003	23	24	basis	basis	NOUN
cana-6003	23	25	.	.	PUNCT
cana-6003	24	1	this	this	DET
cana-6003	24	2	process	process	NOUN
cana-6003	24	3	is	be	AUX
cana-6003	24	4	simplified	simplify	VERB
cana-6003	24	5	by	by	ADP
cana-6003	24	6	pa	pa	PROPN
cana-6003	24	7	that	that	PRON
cana-6003	24	8	provides	provide	VERB
cana-6003	24	9	actionable	actionable	ADJ
cana-6003	24	10	insights	insight	NOUN
cana-6003	24	11	through	through	ADP
cana-6003	24	12	inclusive	inclusive	ADJ
cana-6003	24	13	data	datum	NOUN
cana-6003	24	14	analysis	analysis	NOUN
cana-6003	24	15	where	where	SCONJ
cana-6003	24	16	pa	pa	PROPN
cana-6003	24	17	models	model	NOUN
cana-6003	24	18	help	help	VERB
cana-6003	24	19	the	the	DET
cana-6003	24	20	firm	firm	NOUN
cana-6003	24	21	in	in	ADP
cana-6003	24	22	informed	informed	ADJ
cana-6003	24	23	decisions	decision	NOUN
cana-6003	24	24	regarding	regard	VERB
cana-6003	24	25	resource	resource	NOUN
cana-6003	24	26	allocation	allocation	NOUN
cana-6003	24	27	.	.	PUNCT
cana-6003	25	1	the	the	DET
cana-6003	25	2	tools	tool	NOUN
cana-6003	25	3	are	be	AUX
cana-6003	25	4	used	use	VERB
cana-6003	25	5	to	to	PART
cana-6003	25	6	forecast	forecast	VERB
cana-6003	25	7	employees	employee	NOUN
cana-6003	25	8	and	and	CCONJ
cana-6003	25	9	skill	skill	NOUN
cana-6003	25	10	sets	set	NOUN
cana-6003	25	11	needed	need	VERB
cana-6003	25	12	for	for	ADP
cana-6003	25	13	upcoming	upcoming	ADJ
cana-6003	25	14	projects	project	NOUN
cana-6003	25	15	which	which	PRON
cana-6003	25	16	ensures	ensure	VERB
cana-6003	25	17	“	"	PUNCT
cana-6003	25	18	optimal	optimal	ADJ
cana-6003	25	19	team	team	NOUN
cana-6003	25	20	composition	composition	NOUN
cana-6003	25	21	and	and	CCONJ
cana-6003	25	22	workload	workload	NOUN
cana-6003	25	23	distribution	distribution	NOUN
cana-6003	25	24	”	"	PUNCT
cana-6003	25	25	.	.	PUNCT
cana-6003	26	1	in	in	ADP
cana-6003	26	2	the	the	DET
cana-6003	26	3	same	same	ADJ
cana-6003	26	4	way	way	NOUN
cana-6003	26	5	,	,	PUNCT
cana-6003	26	6	the	the	DET
cana-6003	26	7	succession	succession	NOUN
cana-6003	26	8	plannings	planning	NOUN
cana-6003	26	9	are	be	AUX
cana-6003	26	10	aided	aid	VERB
cana-6003	26	11	by	by	ADP
cana-6003	26	12	pa	pa	PROPN
cana-6003	26	13	where	where	SCONJ
cana-6003	26	14	it	it	PRON
cana-6003	26	15	identifies	identify	VERB
cana-6003	26	16	the	the	DET
cana-6003	26	17	employees	employee	NOUN
cana-6003	26	18	,	,	PUNCT
cana-6003	26	19	their	their	PRON
cana-6003	26	20	skills	skill	NOUN
cana-6003	26	21	,	,	PUNCT
cana-6003	26	22	and	and	CCONJ
cana-6003	26	23	their	their	PRON
cana-6003	26	24	potential	potential	NOUN
cana-6003	26	25	required	require	VERB
cana-6003	26	26	for	for	ADP
cana-6003	26	27	vital	vital	ADJ
cana-6003	26	28	roles	role	NOUN
cana-6003	26	29	.	.	PUNCT
cana-6003	27	1	increasing	increase	VERB
cana-6003	27	2	acceptance	acceptance	NOUN
cana-6003	27	3	for	for	ADP
cana-6003	27	4	predictive	predictive	ADJ
cana-6003	27	5	analytics	analytic	NOUN
cana-6003	27	6	in	in	ADP
cana-6003	27	7	workforce	workforce	NOUN
cana-6003	27	8	optimization	optimization	NOUN
cana-6003	27	9	is	be	AUX
cana-6003	27	10	supported	support	VERB
cana-6003	27	11	by	by	ADP
cana-6003	27	12	an	an	DET
cana-6003	27	13	advanced	advanced	ADJ
cana-6003	27	14	set	set	NOUN
cana-6003	27	15	of	of	ADP
cana-6003	27	16	tools	tool	NOUN
cana-6003	27	17	and	and	CCONJ
cana-6003	27	18	technologies	technology	NOUN
cana-6003	27	19	.	.	PUNCT
cana-6003	28	1	these	these	DET
cana-6003	28	2	tools	tool	NOUN
cana-6003	28	3	make	make	VERB
cana-6003	28	4	analyses	analysis	NOUN
cana-6003	28	5	through	through	ADP
cana-6003	28	6	the	the	DET
cana-6003	28	7	use	use	NOUN
cana-6003	28	8	of	of	ADP
cana-6003	28	9	artificial	artificial	ADJ
cana-6003	28	10	intelligence	intelligence	NOUN
cana-6003	28	11	,	,	PUNCT
cana-6003	28	12	machine	machine	NOUN
cana-6003	28	13	learning	learning	NOUN
cana-6003	28	14	,	,	PUNCT
cana-6003	28	15	and	and	CCONJ
cana-6003	28	16	big	big	ADJ
cana-6003	28	17	data	datum	NOUN
cana-6003	28	18	to	to	PART
cana-6003	28	19	give	give	VERB
cana-6003	28	20	total	total	ADJ
cana-6003	28	21	insight	insight	NOUN
cana-6003	28	22	into	into	ADP
cana-6003	28	23	workforce	workforce	NOUN
cana-6003	28	24	dynamics	dynamic	NOUN
cana-6003	28	25	.	.	PUNCT
cana-6003	29	1	for	for	ADP
cana-6003	29	2	instance	instance	NOUN
cana-6003	29	3	,	,	PUNCT
cana-6003	29	4	sap	sap	PROPN
cana-6003	29	5	successfactors	successfactor	NOUN
cana-6003	29	6	is	be	AUX
cana-6003	29	7	a	a	DET
cana-6003	29	8	cloud	cloud	NOUN
cana-6003	29	9	-	-	PUNCT
cana-6003	29	10	based	base	VERB
cana-6003	29	11	hr	hr	NOUN
cana-6003	29	12	system	system	NOUN
cana-6003	29	13	that	that	PRON
cana-6003	29	14	implements	implement	VERB
cana-6003	29	15	predictive	predictive	ADJ
cana-6003	29	16	analytics	analytic	NOUN
cana-6003	29	17	to	to	PART
cana-6003	29	18	allow	allow	VERB
cana-6003	29	19	a	a	DET
cana-6003	29	20	company	company	NOUN
cana-6003	29	21	to	to	PART
cana-6003	29	22	analyse	analyse	VERB
cana-6003	29	23	top	top	ADJ
cana-6003	29	24	performers	performer	NOUN
cana-6003	29	25	,	,	PUNCT
cana-6003	29	26	employee	employee	NOUN
cana-6003	29	27	engagement	engagement	NOUN
cana-6003	29	28	,	,	PUNCT
cana-6003	29	29	and	and	CCONJ
cana-6003	29	30	trends	trend	NOUN
cana-6003	29	31	in	in	ADP
cana-6003	29	32	workforce	workforce	PROPN
cana-6003	29	33	development	development	NOUN
cana-6003	29	34	.	.	PUNCT
cana-6003	30	1	conversely	conversely	ADV
cana-6003	30	2	,	,	PUNCT
cana-6003	30	3	workday	workday	PROPN
cana-6003	30	4	adaptive	adaptive	ADJ
cana-6003	30	5	planning	planning	NOUN
cana-6003	30	6	utilizes	utilize	VERB
cana-6003	30	7	predictive	predictive	ADJ
cana-6003	30	8	modelling	modelling	NOUN
cana-6003	30	9	to	to	PART
cana-6003	30	10	aid	aid	VERB
cana-6003	30	11	workforce	workforce	NOUN
cana-6003	30	12	planning	planning	NOUN
cana-6003	30	13	and	and	CCONJ
cana-6003	30	14	optimize	optimize	VERB
cana-6003	30	15	resource	resource	NOUN
cana-6003	30	16	allocation	allocation	NOUN
cana-6003	30	17	through	through	ADP
cana-6003	30	18	working	work	VERB
cana-6003	30	19	data	datum	NOUN
cana-6003	30	20	.	.	PUNCT
cana-6003	31	1	in	in	ADP
cana-6003	31	2	general	general	ADJ
cana-6003	31	3	,	,	PUNCT
cana-6003	31	4	the	the	DET
cana-6003	31	5	conventional	conventional	ADJ
cana-6003	31	6	hr	hr	NOUN
cana-6003	31	7	practices	practice	NOUN
cana-6003	31	8	rely	rely	VERB
cana-6003	31	9	on	on	ADP
cana-6003	31	10	personal	personal	ADJ
cana-6003	31	11	valuations	valuation	NOUN
cana-6003	31	12	and	and	CCONJ
cana-6003	31	13	circumstantial	circumstantial	ADJ
cana-6003	31	14	indication	indication	NOUN
cana-6003	31	15	to	to	PART
cana-6003	31	16	inform	inform	VERB
cana-6003	31	17	decision	decision	NOUN
cana-6003	31	18	making	making	NOUN
cana-6003	31	19	when	when	SCONJ
cana-6003	31	20	it	it	PRON
cana-6003	31	21	comes	come	VERB
cana-6003	31	22	to	to	ADP
cana-6003	31	23	“	"	PUNCT
cana-6003	31	24	recruitment	recruitment	NOUN
cana-6003	31	25	,	,	PUNCT
cana-6003	31	26	performance	performance	NOUN
cana-6003	31	27	evaluation	evaluation	NOUN
cana-6003	31	28	,	,	PUNCT
cana-6003	31	29	training	training	NOUN
cana-6003	31	30	,	,	PUNCT
cana-6003	31	31	and	and	CCONJ
cana-6003	31	32	retention	retention	NOUN
cana-6003	31	33	.	.	PUNCT
cana-6003	32	1	however	however	ADV
cana-6003	32	2	,	,	PUNCT
cana-6003	32	3	these	these	DET
cana-6003	32	4	practices	practice	NOUN
cana-6003	32	5	are	be	AUX
cana-6003	32	6	transformed	transform	VERB
cana-6003	32	7	by	by	ADP
cana-6003	32	8	occurrence	occurrence	NOUN
cana-6003	32	9	of	of	ADP
cana-6003	32	10	hr	hr	NOUN
cana-6003	32	11	analytics	analytic	NOUN
cana-6003	32	12	which	which	PRON
cana-6003	32	13	is	be	AUX
cana-6003	32	14	powered	power	VERB
cana-6003	32	15	by	by	ADP
cana-6003	32	16	big	big	ADJ
cana-6003	32	17	data	datum	NOUN
cana-6003	32	18	and	and	CCONJ
cana-6003	32	19	ai	ai	VERB
cana-6003	32	20	that	that	PRON
cana-6003	32	21	provides	provide	VERB
cana-6003	32	22	data	datum	NOUN
cana-6003	32	23	driven	drive	VERB
cana-6003	32	24	insight	insight	NOUN
cana-6003	32	25	and	and	CCONJ
cana-6003	32	26	prediction	prediction	NOUN
cana-6003	32	27	.	.	PUNCT
cana-6003	33	1	hr	hr	NOUN
cana-6003	33	2	analytics	analytic	NOUN
cana-6003	33	3	analyses	analyse	VERB
cana-6003	33	4	patterns	pattern	NOUN
cana-6003	33	5	and	and	CCONJ
cana-6003	33	6	trends	trend	NOUN
cana-6003	33	7	followed	follow	VERB
cana-6003	33	8	in	in	ADP
cana-6003	33	9	large	large	ADJ
cana-6003	33	10	data	datum	NOUN
cana-6003	33	11	sets	set	NOUN
cana-6003	33	12	and	and	CCONJ
cana-6003	33	13	help	help	VERB
cana-6003	33	14	the	the	DET
cana-6003	33	15	organization	organization	NOUN
cana-6003	33	16	to	to	PART
cana-6003	33	17	recognise	recognise	VERB
cana-6003	33	18	the	the	DET
cana-6003	33	19	talent	talent	NOUN
cana-6003	33	20	gap	gap	NOUN
cana-6003	33	21	,	,	PUNCT
cana-6003	33	22	forecast	forecast	NOUN
cana-6003	33	23	employee	employee	NOUN
cana-6003	33	24	turnover	turnover	NOUN
cana-6003	33	25	,	,	PUNCT
cana-6003	33	26	improve	improve	VERB
cana-6003	33	27	employee	employee	NOUN
cana-6003	33	28	allocation	allocation	NOUN
cana-6003	33	29	,	,	PUNCT
cana-6003	33	30	and	and	CCONJ
cana-6003	33	31	customise	customise	VERB
cana-6003	33	32	employee	employee	NOUN
cana-6003	33	33	development	development	NOUN
cana-6003	33	34	program	program	NOUN
cana-6003	33	35	as	as	ADP
cana-6003	33	36	per	per	ADP
cana-6003	33	37	their	their	PRON
cana-6003	33	38	individual	individual	ADJ
cana-6003	33	39	requirement	requirement	NOUN
cana-6003	33	40	.	.	PUNCT
cana-6003	34	1	beside	beside	ADP
cana-6003	34	2	having	have	VERB
cana-6003	34	3	number	number	NOUN
cana-6003	34	4	of	of	ADP
cana-6003	34	5	advantages	advantage	NOUN
cana-6003	34	6	,	,	PUNCT
cana-6003	34	7	there	there	PRON
cana-6003	34	8	are	be	VERB
cana-6003	34	9	significant	significant	ADJ
cana-6003	34	10	challenges	challenge	NOUN
cana-6003	34	11	faced	face	VERB
cana-6003	34	12	by	by	ADP
cana-6003	34	13	organizations	organization	NOUN
cana-6003	34	14	while	while	SCONJ
cana-6003	34	15	adopting	adopt	VERB
cana-6003	34	16	hr	hr	NOUN
cana-6003	34	17	analytics	analytic	NOUN
cana-6003	34	18	.	.	PUNCT
cana-6003	35	1	there	there	PRON
cana-6003	35	2	are	be	VERB
cana-6003	35	3	ethical	ethical	ADJ
cana-6003	35	4	concerns	concern	NOUN
cana-6003	35	5	related	relate	VERB
cana-6003	35	6	to	to	ADP
cana-6003	35	7	data	datum	NOUN
cana-6003	35	8	privacy	privacy	NOUN
cana-6003	35	9	and	and	CCONJ
cana-6003	35	10	security	security	NOUN
cana-6003	35	11	due	due	ADP
cana-6003	35	12	to	to	ADP
cana-6003	35	13	the	the	DET
cana-6003	35	14	reason	reason	NOUN
cana-6003	35	15	that	that	PRON
cana-6003	35	16	hr	hr	PROPN
cana-6003	35	17	department	department	PROPN
cana-6003	35	18	try	try	VERB
cana-6003	35	19	and	and	CCONJ
cana-6003	35	20	balance	balance	VERB
cana-6003	35	21	amid	amid	ADP
cana-6003	35	22	using	use	VERB
cana-6003	35	23	employee	employee	NOUN
cana-6003	35	24	data	datum	NOUN
cana-6003	35	25	for	for	ADP
cana-6003	35	26	strategic	strategic	ADJ
cana-6003	35	27	reasons	reason	NOUN
cana-6003	35	28	and	and	CCONJ
cana-6003	35	29	protecting	protect	VERB
cana-6003	35	30	individual	individual	ADJ
cana-6003	35	31	rights	right	NOUN
cana-6003	35	32	.	.	PUNCT
cana-6003	36	1	it	it	PRON
cana-6003	36	2	is	be	AUX
cana-6003	36	3	important	important	ADJ
cana-6003	36	4	for	for	SCONJ
cana-6003	36	5	ht	ht	PROPN
cana-6003	36	6	professionals	professional	NOUN
cana-6003	36	7	to	to	PART
cana-6003	36	8	be	be	AUX
cana-6003	36	9	skilled	skilled	ADJ
cana-6003	36	10	to	to	PART
cana-6003	36	11	handle	handle	VERB
cana-6003	36	12	the	the	DET
cana-6003	36	13	data	datum	NOUN
cana-6003	36	14	effectively	effectively	ADV
cana-6003	36	15	and	and	CCONJ
cana-6003	36	16	control	control	VERB
cana-6003	36	17	the	the	DET
cana-6003	36	18	power	power	NOUN
cana-6003	36	19	of	of	ADP
cana-6003	36	20	hr	hr	NOUN
cana-6003	36	21	analytics	analytic	NOUN
cana-6003	36	22	.	.	PUNCT
cana-6003	37	1	positive	positive	ADJ
cana-6003	37	2	mental	mental	ADJ
cana-6003	37	3	attitude	attitude	NOUN
cana-6003	37	4	towards	towards	ADP
cana-6003	37	5	work	work	NOUN
cana-6003	37	6	is	be	AUX
cana-6003	37	7	employee	employee	NOUN
cana-6003	37	8	engagement	engagement	NOUN
cana-6003	37	9	which	which	PRON
cana-6003	37	10	is	be	AUX
cana-6003	37	11	satisfying	satisfying	ADJ
cana-6003	37	12	,	,	PUNCT
cana-6003	37	13	high	high	ADJ
cana-6003	37	14	energy	energy	NOUN
cana-6003	37	15	level	level	NOUN
cana-6003	37	16	,	,	PUNCT
cana-6003	37	17	commitment	commitment	NOUN
cana-6003	37	18	,	,	PUNCT
cana-6003	37	19	and	and	CCONJ
cana-6003	37	20	involvement	involvement	NOUN
cana-6003	37	21	.	.	PUNCT
cana-6003	38	1	one	one	PRON
cana-6003	38	2	can	can	AUX
cana-6003	38	3	only	only	ADV
cana-6003	38	4	be	be	AUX
cana-6003	38	5	completely	completely	ADV
cana-6003	38	6	engaged	engage	VERB
cana-6003	38	7	with	with	ADP
cana-6003	38	8	the	the	DET
cana-6003	38	9	work	work	NOUN
cana-6003	38	10	when	when	SCONJ
cana-6003	38	11	he	he	PRON
cana-6003	38	12	or	or	CCONJ
cana-6003	38	13	she	she	PRON
cana-6003	38	14	have	have	VERB
cana-6003	38	15	an	an	DET
cana-6003	38	16	“	"	PUNCT
cana-6003	38	17	optimistic	optimistic	ADJ
cana-6003	38	18	,	,	PUNCT
cana-6003	38	19	satisfying	satisfying	ADJ
cana-6003	38	20	,	,	PUNCT
cana-6003	38	21	and	and	CCONJ
cana-6003	38	22	enthusiastic	enthusiastic	ADJ
cana-6003	38	23	outlook	outlook	NOUN
cana-6003	38	24	”	"	PUNCT
cana-6003	38	25	towards	towards	ADP
cana-6003	38	26	their	their	PRON
cana-6003	38	27	job	job	NOUN
cana-6003	38	28	with	with	ADP
cana-6003	38	29	complete	complete	ADJ
cana-6003	38	30	devotion	devotion	NOUN
cana-6003	38	31	.	.	PUNCT
cana-6003	39	1	various	various	ADJ
cana-6003	39	2	domains	domain	NOUN
cana-6003	39	3	and	and	CCONJ
cana-6003	39	4	their	their	PRON
cana-6003	39	5	hr	hr	NOUN
cana-6003	39	6	departments	department	NOUN
cana-6003	39	7	are	be	AUX
cana-6003	39	8	completely	completely	ADV
cana-6003	39	9	transformed	transform	VERB
cana-6003	39	10	due	due	ADP
cana-6003	39	11	to	to	ADP
cana-6003	39	12	big	big	ADJ
cana-6003	39	13	data	datum	NOUN
cana-6003	39	14	.	.	PUNCT
cana-6003	40	1	while	while	SCONJ
cana-6003	40	2	at	at	ADP
cana-6003	40	3	the	the	DET
cana-6003	40	4	start	start	NOUN
cana-6003	40	5	,	,	PUNCT
cana-6003	40	6	it	it	PRON
cana-6003	40	7	was	be	AUX
cana-6003	40	8	human	human	ADJ
cana-6003	40	9	resource	resource	NOUN
cana-6003	40	10	decisions	decision	NOUN
cana-6003	40	11	that	that	PRON
cana-6003	40	12	were	be	AUX
cana-6003	40	13	made	make	VERB
cana-6003	40	14	on	on	ADP
cana-6003	40	15	the	the	DET
cana-6003	40	16	basis	basis	NOUN
cana-6003	40	17	of	of	ADP
cana-6003	40	18	historical	historical	ADJ
cana-6003	40	19	precedent	precedent	NOUN
cana-6003	40	20	,	,	PUNCT
cana-6003	40	21	present	present	ADJ
cana-6003	40	22	day	day	NOUN
cana-6003	40	23	hr	hr	NOUN
cana-6003	40	24	is	be	AUX
cana-6003	40	25	increasingly	increasingly	ADV
cana-6003	40	26	getting	get	VERB
cana-6003	40	27	into	into	ADP
cana-6003	40	28	predictive	predictive	ADJ
cana-6003	40	29	analytics	analytic	NOUN
cana-6003	40	30	,	,	PUNCT
cana-6003	40	31	which	which	PRON
cana-6003	40	32	offers	offer	VERB
cana-6003	40	33	an	an	DET
cana-6003	40	34	approach	approach	NOUN
cana-6003	40	35	founded	found	VERB
cana-6003	40	36	on	on	ADP
cana-6003	40	37	data	datum	NOUN
cana-6003	40	38	for	for	ADP
cana-6003	40	39	making	make	VERB
cana-6003	40	40	predictions	prediction	NOUN
cana-6003	40	41	about	about	ADP
cana-6003	40	42	trends	trend	NOUN
cana-6003	40	43	that	that	PRON
cana-6003	40	44	could	could	AUX
cana-6003	40	45	emerge	emerge	VERB
cana-6003	40	46	in	in	ADP
cana-6003	40	47	the	the	DET
cana-6003	40	48	future	future	NOUN
cana-6003	40	49	and	and	CCONJ
cana-6003	40	50	serve	serve	VERB
cana-6003	40	51	as	as	ADP
cana-6003	40	52	an	an	DET
cana-6003	40	53	impetus	impetus	NOUN
cana-6003	40	54	for	for	ADP
cana-6003	40	55	proactive	proactive	ADJ
cana-6003	40	56	decisions	decision	NOUN
cana-6003	40	57	.	.	PUNCT
cana-6003	41	1	predictive	predictive	ADJ
cana-6003	41	2	analytics	analytic	NOUN
cana-6003	41	3	uses	use	VERB
cana-6003	41	4	both	both	CCONJ
cana-6003	41	5	real	real	ADJ
cana-6003	41	6	-	-	PUNCT
cana-6003	41	7	time	time	NOUN
cana-6003	41	8	and	and	CCONJ
cana-6003	41	9	historical	historical	ADJ
cana-6003	41	10	data	datum	NOUN
cana-6003	41	11	in	in	ADP
cana-6003	41	12	tandem	tandem	NOUN
cana-6003	41	13	with	with	ADP
cana-6003	41	14	advanced	advanced	ADJ
cana-6003	41	15	ml	ml	NOUN
cana-6003	41	16	to	to	PART
cana-6003	41	17	apprehend	apprehend	VERB
cana-6003	41	18	human	human	ADJ
cana-6003	41	19	resource	resource	NOUN
cana-6003	41	20	outputs	output	NOUN
cana-6003	41	21	.	.	PUNCT
cana-6003	42	1	this	this	DET
cana-6003	42	2	new	new	ADJ
cana-6003	42	3	field	field	NOUN
cana-6003	42	4	in	in	ADP
cana-6003	42	5	hr	hr	NOUN
cana-6003	42	6	management	management	NOUN
cana-6003	42	7	allows	allow	VERB
cana-6003	42	8	every	every	DET
cana-6003	42	9	organization	organization	NOUN
cana-6003	42	10	to	to	PART
cana-6003	42	11	align	align	VERB
cana-6003	42	12	its	its	PRON
cana-6003	42	13	workforce	workforce	NOUN
cana-6003	42	14	strategies	strategy	NOUN
cana-6003	42	15	with	with	ADP
cana-6003	42	16	long	long	ADJ
cana-6003	42	17	-	-	PUNCT
cana-6003	42	18	term	term	NOUN
cana-6003	42	19	business	business	NOUN
cana-6003	42	20	objectives	objective	NOUN
cana-6003	42	21	.	.	PUNCT
cana-6003	43	1	as	as	ADP
cana-6003	43	2	a	a	DET
cana-6003	43	3	result	result	NOUN
cana-6003	43	4	,	,	PUNCT
cana-6003	43	5	agility	agility	NOUN
cana-6003	43	6	and	and	CCONJ
cana-6003	43	7	competitiveness	competitiveness	NOUN
cana-6003	43	8	are	be	AUX
cana-6003	43	9	imparted	impart	VERB
cana-6003	43	10	in	in	ADP
cana-6003	43	11	an	an	DET
cana-6003	43	12	ever	ever	ADV
cana-6003	43	13	-	-	PUNCT
cana-6003	43	14	evolving	evolve	VERB
cana-6003	43	15	market	market	NOUN
cana-6003	43	16	environment	environment	NOUN
cana-6003	43	17	,	,	PUNCT
cana-6003	43	18	whereby	whereby	SCONJ
cana-6003	43	19	workforce	workforce	NOUN
cana-6003	43	20	demographics	demographic	NOUN
cana-6003	43	21	have	have	AUX
cana-6003	43	22	shifted	shift	VERB
cana-6003	43	23	,	,	PUNCT
cana-6003	43	24	employee	employee	NOUN
cana-6003	43	25	expectations	expectation	NOUN
cana-6003	43	26	have	have	AUX
cana-6003	43	27	changed	change	VERB
cana-6003	43	28	,	,	PUNCT
cana-6003	43	29	there	there	PRON
cana-6003	43	30	are	be	VERB
cana-6003	43	31	rapid	rapid	ADJ
cana-6003	43	32	technological	technological	ADJ
cana-6003	43	33	advancements	advancement	NOUN
cana-6003	43	34	,	,	PUNCT
cana-6003	43	35	and	and	CCONJ
cana-6003	43	36	hr	hr	NOUN
cana-6003	43	37	has	have	AUX
cana-6003	43	38	now	now	ADV
cana-6003	43	39	been	be	AUX
cana-6003	43	40	alternatively	alternatively	ADV
cana-6003	43	41	branded	brand	VERB
cana-6003	43	42	as	as	ADP
cana-6003	43	43	strategic	strategic	ADJ
cana-6003	43	44	partners	partner	NOUN
cana-6003	43	45	instead	instead	ADV
cana-6003	43	46	of	of	ADP
cana-6003	43	47	administrative	administrative	ADJ
cana-6003	43	48	support	support	NOUN
cana-6003	43	49	.	.	PUNCT
cana-6003	44	1	hiring	hire	VERB
cana-6003	44	2	accuracy	accuracy	NOUN
cana-6003	44	3	,	,	PUNCT
cana-6003	44	4	minimizing	minimize	VERB
cana-6003	44	5	recruitment	recruitment	NOUN
cana-6003	44	6	costs	cost	NOUN
cana-6003	44	7	and	and	CCONJ
cana-6003	44	8	time	time	NOUN
cana-6003	44	9	,	,	PUNCT
cana-6003	44	10	diversity	diversity	NOUN
cana-6003	44	11	support	support	NOUN
cana-6003	44	12	,	,	PUNCT
cana-6003	44	13	and	and	CCONJ
cana-6003	44	14	aligning	align	VERB
cana-6003	44	15	staff	staff	NOUN
cana-6003	44	16	with	with	ADP
cana-6003	44	17	the	the	DET
cana-6003	44	18	organizational	organizational	ADJ
cana-6003	44	19	strategies	strategy	NOUN
cana-6003	44	20	are	be	AUX
cana-6003	44	21	all	all	PRON
cana-6003	44	22	improved	improve	VERB
cana-6003	44	23	with	with	ADP
cana-6003	44	24	the	the	DET
cana-6003	44	25	help	help	NOUN
cana-6003	44	26	of	of	ADP
cana-6003	44	27	predictive	predictive	ADJ
cana-6003	44	28	analytics	analytic	NOUN
cana-6003	44	29	.	.	PUNCT
cana-6003	45	1	besides	besides	SCONJ
cana-6003	45	2	these	these	DET
cana-6003	45	3	advantages	advantage	NOUN
cana-6003	45	4	,	,	PUNCT
cana-6003	45	5	“	"	PUNCT
cana-6003	45	6	integration	integration	NOUN
cana-6003	45	7	,	,	PUNCT
cana-6003	45	8	data	datum	NOUN
cana-6003	45	9	quality	quality	NOUN
cana-6003	45	10	,	,	PUNCT
cana-6003	45	11	privacy	privacy	NOUN
cana-6003	45	12	concerns	concern	NOUN
cana-6003	45	13	,	,	PUNCT
cana-6003	45	14	and	and	CCONJ
cana-6003	45	15	ethical	ethical	ADJ
cana-6003	45	16	bias	bias	NOUN
cana-6003	45	17	”	"	PUNCT
cana-6003	45	18	are	be	AUX
cana-6003	45	19	the	the	DET
cana-6003	45	20	challenges	challenge	NOUN
cana-6003	45	21	thrown	throw	VERB
cana-6003	45	22	by	by	ADP
cana-6003	45	23	pa	pa	PROPN
cana-6003	45	24	on	on	ADP
cana-6003	45	25	hr	hr	PROPN
cana-6003	45	26	professionals	professional	NOUN
cana-6003	45	27	.	.	PUNCT
cana-6003	46	1	use	use	NOUN
cana-6003	46	2	of	of	ADP
cana-6003	46	3	pa	pa	PROPN
cana-6003	46	4	in	in	ADP
cana-6003	46	5	talent	talent	NOUN
cana-6003	46	6	acquisition	acquisition	NOUN
cana-6003	46	7	makes	make	VERB
cana-6003	46	8	sure	sure	ADJ
cana-6003	46	9	a	a	DET
cana-6003	46	10	competitive	competitive	ADJ
cana-6003	46	11	advantage	advantage	NOUN
cana-6003	46	12	which	which	PRON
cana-6003	46	13	is	be	AUX
cana-6003	46	14	useful	useful	ADJ
cana-6003	46	15	in	in	ADP
cana-6003	46	16	work	work	NOUN
cana-6003	46	17	force	force	NOUN
cana-6003	46	18	planning	planning	NOUN
cana-6003	46	19	as	as	SCONJ
cana-6003	46	20	it	it	PRON
cana-6003	46	21	allows	allow	VERB
cana-6003	46	22	hr	hr	NOUN
cana-6003	46	23	managers	manager	NOUN
cana-6003	46	24	to	to	PART
cana-6003	46	25	recognise	recognise	VERB
cana-6003	46	26	potential	potential	ADJ
cana-6003	46	27	employees	employee	NOUN
cana-6003	46	28	with	with	ADP
cana-6003	46	29	high	high	ADJ
cana-6003	46	30	performance	performance	NOUN
cana-6003	46	31	and	and	CCONJ
cana-6003	46	32	also	also	ADV
cana-6003	46	33	predict	predict	VERB
cana-6003	46	34	the	the	DET
cana-6003	46	35	best	good	ADJ
cana-6003	46	36	candidate	candidate	NOUN
cana-6003	46	37	suitable	suitable	ADJ
cana-6003	46	38	for	for	ADP
cana-6003	46	39	any	any	DET
cana-6003	46	40	particular	particular	ADJ
cana-6003	46	41	role	role	NOUN
cana-6003	46	42	.	.	PUNCT
cana-6003	47	1	pa	pa	PROPN
cana-6003	47	2	also	also	ADV
cana-6003	47	3	helps	help	VERB
cana-6003	47	4	in	in	ADP
cana-6003	47	5	communications	communication	NOUN
cana-6003	47	6	on	on	ADP
cana-6003	47	7	applied	apply	VERB
cana-6003	47	8	nonlinear	nonlinear	ADJ
cana-6003	47	9	analysis	analysis	NOUN
cana-6003	47	10	issn	issn	NOUN
cana-6003	47	11	:	:	PUNCT
cana-6003	47	12	1074	1074	NUM
cana-6003	47	13	-	-	PUNCT
cana-6003	47	14	133x	133x	NUM
cana-6003	47	15	vol	vol	NOUN
cana-6003	47	16	32	32	NUM
cana-6003	47	17	no	no	NOUN
cana-6003	47	18	.	.	NOUN
cana-6003	47	19	3	3	NUM
cana-6003	47	20	(	(	PUNCT
cana-6003	47	21	2025	2025	NUM
cana-6003	47	22	)	)	PUNCT
cana-6003	47	23	https://internationalpubls.com	https://internationalpubls.com	X
cana-6003	47	24	1058	1058	NUM
cana-6003	47	25	predicting	predict	VERB
cana-6003	47	26	hiring	hire	VERB
cana-6003	47	27	requirements	requirement	NOUN
cana-6003	47	28	on	on	ADP
cana-6003	47	29	the	the	DET
cana-6003	47	30	basis	basis	NOUN
cana-6003	47	31	of	of	ADP
cana-6003	47	32	projected	project	VERB
cana-6003	47	33	business	business	NOUN
cana-6003	47	34	growth	growth	NOUN
cana-6003	47	35	and	and	CCONJ
cana-6003	47	36	work	work	NOUN
cana-6003	47	37	trend	trend	NOUN
cana-6003	47	38	where	where	SCONJ
cana-6003	47	39	pa	pa	PROPN
cana-6003	47	40	is	be	AUX
cana-6003	47	41	used	use	VERB
cana-6003	47	42	in	in	ADP
cana-6003	47	43	succession	succession	NOUN
cana-6003	47	44	planning	planning	NOUN
cana-6003	47	45	,	,	PUNCT
cana-6003	47	46	performance	performance	NOUN
cana-6003	47	47	assessment	assessment	NOUN
cana-6003	47	48	,	,	PUNCT
cana-6003	47	49	tracking	track	VERB
cana-6003	47	50	career	career	NOUN
cana-6003	47	51	routes	route	NOUN
cana-6003	47	52	,	,	PUNCT
cana-6003	47	53	and	and	CCONJ
cana-6003	47	54	classifying	classify	VERB
cana-6003	47	55	the	the	DET
cana-6003	47	56	best	good	ADJ
cana-6003	47	57	candidate	candidate	NOUN
cana-6003	47	58	for	for	ADP
cana-6003	47	59	leadership	leadership	NOUN
cana-6003	47	60	roles	role	NOUN
cana-6003	47	61	.	.	PUNCT
cana-6003	48	1	therefore	therefore	ADV
cana-6003	48	2	,	,	PUNCT
cana-6003	48	3	these	these	DET
cana-6003	48	4	models	model	NOUN
cana-6003	48	5	allow	allow	VERB
cana-6003	48	6	active	active	ADJ
cana-6003	48	7	development	development	NOUN
cana-6003	48	8	of	of	ADP
cana-6003	48	9	talent	talent	NOUN
cana-6003	48	10	,	,	PUNCT
cana-6003	48	11	predicting	predict	VERB
cana-6003	48	12	demand	demand	NOUN
cana-6003	48	13	in	in	ADP
cana-6003	48	14	job	job	NOUN
cana-6003	48	15	sector	sector	NOUN
cana-6003	48	16	,	,	PUNCT
cana-6003	48	17	identifying	identify	VERB
cana-6003	48	18	skill	skill	NOUN
cana-6003	48	19	gap	gap	NOUN
cana-6003	48	20	,	,	PUNCT
cana-6003	48	21	and	and	CCONJ
cana-6003	48	22	making	make	VERB
cana-6003	48	23	strategize	strategize	VERB
cana-6003	48	24	for	for	ADP
cana-6003	48	25	suitable	suitable	ADJ
cana-6003	48	26	recruitment	recruitment	NOUN
cana-6003	48	27	and	and	CCONJ
cana-6003	48	28	restructuring	restructuring	NOUN
cana-6003	48	29	work	work	NOUN
cana-6003	48	30	force	force	NOUN
cana-6003	48	31	.	.	PUNCT
cana-6003	49	1	the	the	DET
cana-6003	49	2	organisation	organisation	NOUN
cana-6003	49	3	makes	make	VERB
cana-6003	49	4	sure	sure	ADJ
cana-6003	49	5	to	to	PART
cana-6003	49	6	recruit	recruit	VERB
cana-6003	49	7	employee	employee	NOUN
cana-6003	49	8	for	for	ADP
cana-6003	49	9	some	some	DET
cana-6003	49	10	special	special	ADJ
cana-6003	49	11	role	role	NOUN
cana-6003	49	12	to	to	PART
cana-6003	49	13	ensure	ensure	VERB
cana-6003	49	14	to	to	PART
cana-6003	49	15	attain	attain	VERB
cana-6003	49	16	inclusion	inclusion	NOUN
cana-6003	49	17	and	and	CCONJ
cana-6003	49	18	diversity	diversity	NOUN
cana-6003	49	19	.	.	PUNCT
cana-6003	50	1	multiple	multiple	ADJ
cana-6003	50	2	ethical	ethical	ADJ
cana-6003	50	3	and	and	CCONJ
cana-6003	50	4	legal	legal	ADJ
cana-6003	50	5	concerns	concern	NOUN
cana-6003	50	6	need	need	VERB
cana-6003	50	7	to	to	PART
cana-6003	50	8	be	be	AUX
cana-6003	50	9	addressed	address	VERB
cana-6003	50	10	while	while	SCONJ
cana-6003	50	11	using	use	VERB
cana-6003	50	12	pa	pa	PROPN
cana-6003	50	13	in	in	ADP
cana-6003	50	14	talent	talent	NOUN
cana-6003	50	15	acquisition	acquisition	NOUN
cana-6003	50	16	for	for	ADP
cana-6003	50	17	careful	careful	ADJ
cana-6003	50	18	evaluation	evaluation	NOUN
cana-6003	50	19	and	and	CCONJ
cana-6003	50	20	active	active	ADJ
cana-6003	50	21	management	management	NOUN
cana-6003	50	22	both	both	ADV
cana-6003	50	23	.	.	PUNCT
cana-6003	51	1	the	the	DET
cana-6003	51	2	primary	primary	ADJ
cana-6003	51	3	concern	concern	NOUN
cana-6003	51	4	is	be	AUX
cana-6003	51	5	regarding	regard	VERB
cana-6003	51	6	data	data	NOUN
cana-6003	51	7	privacy	privacy	NOUN
cana-6003	51	8	and	and	CCONJ
cana-6003	51	9	confidentiality	confidentiality	NOUN
cana-6003	51	10	while	while	SCONJ
cana-6003	51	11	collecting	collect	VERB
cana-6003	51	12	and	and	CCONJ
cana-6003	51	13	analysing	analyse	VERB
cana-6003	51	14	large	large	ADJ
cana-6003	51	15	amount	amount	NOUN
cana-6003	51	16	of	of	ADP
cana-6003	51	17	data	datum	NOUN
cana-6003	51	18	.	.	PUNCT
cana-6003	52	1	it	it	PRON
cana-6003	52	2	is	be	AUX
cana-6003	52	3	necessary	necessary	ADJ
cana-6003	52	4	for	for	SCONJ
cana-6003	52	5	the	the	DET
cana-6003	52	6	firms	firm	NOUN
cana-6003	52	7	to	to	PART
cana-6003	52	8	have	have	VERB
cana-6003	52	9	strict	strict	ADJ
cana-6003	52	10	data	datum	NOUN
cana-6003	52	11	protection	protection	NOUN
cana-6003	52	12	system	system	NOUN
cana-6003	52	13	to	to	PART
cana-6003	52	14	protect	protect	VERB
cana-6003	52	15	the	the	DET
cana-6003	52	16	privacy	privacy	NOUN
cana-6003	52	17	rights	right	NOUN
cana-6003	52	18	of	of	ADP
cana-6003	52	19	the	the	DET
cana-6003	52	20	job	job	NOUN
cana-6003	52	21	seekers	seeker	NOUN
cana-6003	52	22	.	.	PUNCT
cana-6003	53	1	another	another	DET
cana-6003	53	2	important	important	ADJ
cana-6003	53	3	concern	concern	NOUN
cana-6003	53	4	is	be	AUX
cana-6003	53	5	transparency	transparency	NOUN
cana-6003	53	6	,	,	PUNCT
cana-6003	53	7	failing	fail	VERB
cana-6003	53	8	on	on	ADP
cana-6003	53	9	this	this	PRON
cana-6003	53	10	ensures	ensure	VERB
cana-6003	53	11	serious	serious	ADJ
cana-6003	53	12	results	result	NOUN
cana-6003	53	13	in	in	ADP
cana-6003	53	14	terms	term	NOUN
cana-6003	53	15	of	of	ADP
cana-6003	53	16	legal	legal	ADJ
cana-6003	53	17	liabilities	liability	NOUN
cana-6003	53	18	and	and	CCONJ
cana-6003	53	19	penalty	penalty	NOUN
cana-6003	53	20	as	as	ADV
cana-6003	53	21	well	well	ADV
cana-6003	53	22	.	.	PUNCT
cana-6003	54	1	there	there	PRON
cana-6003	54	2	are	be	VERB
cana-6003	54	3	many	many	ADJ
cana-6003	54	4	organizations	organization	NOUN
cana-6003	54	5	that	that	PRON
cana-6003	54	6	are	be	AUX
cana-6003	54	7	trapped	trap	VERB
cana-6003	54	8	in	in	ADP
cana-6003	54	9	financial	financial	ADJ
cana-6003	54	10	loss	loss	NOUN
cana-6003	54	11	due	due	ADP
cana-6003	54	12	to	to	ADP
cana-6003	54	13	data	datum	NOUN
cana-6003	54	14	breaching	breach	VERB
cana-6003	54	15	which	which	PRON
cana-6003	54	16	in	in	ADP
cana-6003	54	17	turn	turn	NOUN
cana-6003	54	18	shows	show	VERB
cana-6003	54	19	high	high	ADJ
cana-6003	54	20	reputational	reputational	ADJ
cana-6003	54	21	damage	damage	NOUN
cana-6003	54	22	.	.	PUNCT
cana-6003	55	1	this	this	PRON
cana-6003	55	2	makes	make	VERB
cana-6003	55	3	the	the	DET
cana-6003	55	4	organization	organization	NOUN
cana-6003	55	5	to	to	PART
cana-6003	55	6	have	have	VERB
cana-6003	55	7	proper	proper	ADJ
cana-6003	55	8	consent	consent	NOUN
cana-6003	55	9	from	from	ADP
cana-6003	55	10	the	the	DET
cana-6003	55	11	candidate	candidate	NOUN
cana-6003	55	12	and	and	CCONJ
cana-6003	55	13	have	have	VERB
cana-6003	55	14	strict	strict	ADJ
cana-6003	55	15	system	system	NOUN
cana-6003	55	16	to	to	PART
cana-6003	55	17	collect	collect	VERB
cana-6003	55	18	and	and	CCONJ
cana-6003	55	19	store	store	NOUN
cana-6003	55	20	candidate	candidate	NOUN
cana-6003	55	21	’s	’s	PART
cana-6003	55	22	personal	personal	ADJ
cana-6003	55	23	information	information	NOUN
cana-6003	55	24	.	.	PUNCT
cana-6003	56	1	literature	literature	NOUN
cana-6003	56	2	review	review	PROPN
cana-6003	56	3	sharma	sharma	PROPN
cana-6003	56	4	,	,	PUNCT
cana-6003	56	5	n.	n.	NOUN
cana-6003	56	6	,	,	PUNCT
cana-6003	56	7	&	&	CCONJ
cana-6003	56	8	singh	singh	PROPN
cana-6003	56	9	,	,	PUNCT
cana-6003	56	10	v.	v.	PROPN
cana-6003	56	11	(	(	PUNCT
cana-6003	56	12	2019	2019	NUM
cana-6003	56	13	)	)	PUNCT
cana-6003	56	14	explore	explore	VERB
cana-6003	56	15	the	the	DET
cana-6003	56	16	“	"	PUNCT
cana-6003	56	17	"	"	PUNCT
cana-6003	56	18	the	the	DET
cana-6003	56	19	role	role	NOUN
cana-6003	56	20	of	of	ADP
cana-6003	56	21	hr	hr	NOUN
cana-6003	56	22	analytics	analytic	NOUN
cana-6003	56	23	in	in	ADP
cana-6003	56	24	employee	employee	NOUN
cana-6003	56	25	engagement	engagement	NOUN
cana-6003	56	26	and	and	CCONJ
cana-6003	56	27	retention	retention	NOUN
cana-6003	56	28	"	"	PUNCT
cana-6003	56	29	to	to	PART
cana-6003	56	30	know	know	VERB
cana-6003	56	31	the	the	DET
cana-6003	56	32	effect	effect	NOUN
cana-6003	56	33	of	of	ADP
cana-6003	56	34	data	datum	NOUN
cana-6003	56	35	driven	drive	VERB
cana-6003	56	36	approach	approach	NOUN
cana-6003	56	37	in	in	ADP
cana-6003	56	38	forecasting	forecasting	NOUN
cana-6003	56	39	satisfaction	satisfaction	NOUN
cana-6003	56	40	level	level	NOUN
cana-6003	56	41	and	and	CCONJ
cana-6003	56	42	turnover	turnover	NOUN
cana-6003	56	43	risk	risk	NOUN
cana-6003	56	44	of	of	ADP
cana-6003	56	45	the	the	DET
cana-6003	56	46	employees	employee	NOUN
cana-6003	56	47	.	.	PUNCT
cana-6003	57	1	it	it	PRON
cana-6003	57	2	is	be	AUX
cana-6003	57	3	revealed	reveal	VERB
cana-6003	57	4	that	that	SCONJ
cana-6003	57	5	organization	organization	NOUN
cana-6003	57	6	that	that	PRON
cana-6003	57	7	uses	use	VERB
cana-6003	57	8	hr	hr	NOUN
cana-6003	57	9	analytics	analytic	NOUN
cana-6003	57	10	to	to	PART
cana-6003	57	11	monitor	monitor	VERB
cana-6003	57	12	the	the	DET
cana-6003	57	13	sentiment	sentiment	NOUN
cana-6003	57	14	of	of	ADP
cana-6003	57	15	their	their	PRON
cana-6003	57	16	employees	employee	NOUN
cana-6003	57	17	goes	go	VERB
cana-6003	57	18	through	through	ADP
cana-6003	57	19	low	low	ADJ
cana-6003	57	20	attrition	attrition	NOUN
cana-6003	57	21	rates	rate	NOUN
cana-6003	57	22	and	and	CCONJ
cana-6003	57	23	high	high	ADJ
cana-6003	57	24	productivity	productivity	NOUN
cana-6003	57	25	level	level	NOUN
cana-6003	57	26	.	.	PUNCT
cana-6003	58	1	the	the	DET
cana-6003	58	2	study	study	NOUN
cana-6003	58	3	also	also	ADV
cana-6003	58	4	highlights	highlight	VERB
cana-6003	58	5	the	the	DET
cana-6003	58	6	challenges	challenge	NOUN
cana-6003	58	7	faced	face	VERB
cana-6003	58	8	by	by	ADP
cana-6003	58	9	the	the	DET
cana-6003	58	10	organization	organization	NOUN
cana-6003	58	11	in	in	ADP
cana-6003	58	12	the	the	DET
cana-6003	58	13	face	face	NOUN
cana-6003	58	14	of	of	ADP
cana-6003	58	15	“	"	PUNCT
cana-6003	58	16	high	high	ADJ
cana-6003	58	17	cost	cost	NOUN
cana-6003	58	18	of	of	ADP
cana-6003	58	19	analytics	analytic	NOUN
cana-6003	58	20	tools	tool	NOUN
cana-6003	58	21	,	,	PUNCT
cana-6003	58	22	data	datum	NOUN
cana-6003	58	23	security	security	NOUN
cana-6003	58	24	risks	risk	NOUN
cana-6003	58	25	,	,	PUNCT
cana-6003	58	26	and	and	CCONJ
cana-6003	58	27	resistance	resistance	NOUN
cana-6003	58	28	from	from	ADP
cana-6003	58	29	traditional	traditional	ADJ
cana-6003	58	30	hr	hr	NOUN
cana-6003	58	31	managers	manager	NOUN
cana-6003	58	32	”	"	PUNCT
cana-6003	58	33	.	.	PUNCT
cana-6003	59	1	a	a	DET
cana-6003	59	2	transformative	transformative	ADJ
cana-6003	59	3	era	era	NOUN
cana-6003	59	4	is	be	AUX
cana-6003	59	5	marked	mark	VERB
cana-6003	59	6	in	in	ADP
cana-6003	59	7	employee	employee	NOUN
cana-6003	59	8	management	management	NOUN
cana-6003	59	9	due	due	ADP
cana-6003	59	10	to	to	ADP
cana-6003	59	11	integration	integration	NOUN
cana-6003	59	12	of	of	ADP
cana-6003	59	13	ai	ai	VERB
cana-6003	59	14	in	in	ADP
cana-6003	59	15	hr	hr	NOUN
cana-6003	59	16	practices	practice	NOUN
cana-6003	59	17	.	.	PUNCT
cana-6003	60	1	ai	ai	AUX
cana-6003	60	2	driven	drive	VERB
cana-6003	60	3	pa	pa	PROPN
cana-6003	60	4	is	be	AUX
cana-6003	60	5	very	very	ADV
cana-6003	60	6	useful	useful	ADJ
cana-6003	60	7	while	while	SCONJ
cana-6003	60	8	employee	employee	NOUN
cana-6003	60	9	performance	performance	NOUN
cana-6003	60	10	assessment	assessment	NOUN
cana-6003	60	11	,	,	PUNCT
cana-6003	60	12	decision	decision	NOUN
cana-6003	60	13	making	make	VERB
cana-6003	60	14	optimization	optimization	NOUN
cana-6003	60	15	,	,	PUNCT
cana-6003	60	16	and	and	CCONJ
cana-6003	60	17	discovering	discover	VERB
cana-6003	60	18	actionable	actionable	ADJ
cana-6003	60	19	insights	insight	NOUN
cana-6003	60	20	.	.	PUNCT
cana-6003	61	1	these	these	DET
cana-6003	61	2	technologies	technology	NOUN
cana-6003	61	3	help	help	VERB
cana-6003	61	4	the	the	DET
cana-6003	61	5	firm	firm	NOUN
cana-6003	61	6	to	to	PART
cana-6003	61	7	make	make	VERB
cana-6003	61	8	data	datum	NOUN
cana-6003	61	9	driven	drive	VERB
cana-6003	61	10	decision	decision	NOUN
cana-6003	61	11	,	,	PUNCT
cana-6003	61	12	lead	lead	VERB
cana-6003	61	13	to	to	ADP
cana-6003	61	14	more	more	ADV
cana-6003	61	15	impactful	impactful	ADJ
cana-6003	61	16	employee	employee	NOUN
cana-6003	61	17	planning	planning	NOUN
cana-6003	61	18	,	,	PUNCT
cana-6003	61	19	and	and	CCONJ
cana-6003	61	20	improved	improve	VERB
cana-6003	61	21	productivity	productivity	NOUN
cana-6003	61	22	as	as	ADV
cana-6003	61	23	well	well	ADV
cana-6003	61	24	.	.	PUNCT
cana-6003	62	1	in	in	ADP
cana-6003	62	2	the	the	DET
cana-6003	62	3	same	same	ADJ
cana-6003	62	4	way	way	NOUN
cana-6003	62	5	,	,	PUNCT
cana-6003	62	6	ml	ml	PROPN
cana-6003	62	7	had	have	AUX
cana-6003	62	8	transformed	transform	VERB
cana-6003	62	9	“	"	PUNCT
cana-6003	62	10	talent	talent	NOUN
cana-6003	62	11	acquisition	acquisition	NOUN
cana-6003	62	12	and	and	CCONJ
cana-6003	62	13	retention	retention	NOUN
cana-6003	62	14	,	,	PUNCT
cana-6003	62	15	streamlining	streamline	VERB
cana-6003	62	16	recruitment	recruitment	NOUN
cana-6003	62	17	processes	process	NOUN
cana-6003	62	18	,	,	PUNCT
cana-6003	62	19	identifying	identify	VERB
cana-6003	62	20	top	top	ADJ
cana-6003	62	21	talent	talent	NOUN
cana-6003	62	22	,	,	PUNCT
cana-6003	62	23	and	and	CCONJ
cana-6003	62	24	providing	provide	VERB
cana-6003	62	25	personalized	personalized	ADJ
cana-6003	62	26	strategies	strategy	NOUN
cana-6003	62	27	”	"	PUNCT
cana-6003	62	28	to	to	PART
cana-6003	62	29	enhance	enhance	VERB
cana-6003	62	30	“	"	PUNCT
cana-6003	62	31	employee	employee	NOUN
cana-6003	62	32	satisfaction	satisfaction	NOUN
cana-6003	62	33	and	and	CCONJ
cana-6003	62	34	engagement	engagement	NOUN
cana-6003	62	35	”	"	PUNCT
cana-6003	62	36	(	(	PUNCT
cana-6003	62	37	ayanponle	ayanponle	NOUN
cana-6003	62	38	et	et	PROPN
cana-6003	62	39	al	al	PROPN
cana-6003	62	40	.	.	PROPN
cana-6003	62	41	,	,	PUNCT
cana-6003	62	42	2022	2022	NUM
cana-6003	62	43	)	)	PUNCT
cana-6003	62	44	.	.	PUNCT
cana-6003	63	1	the	the	DET
cana-6003	63	2	integration	integration	NOUN
cana-6003	63	3	of	of	ADP
cana-6003	63	4	hr	hr	NOUN
cana-6003	63	5	analytics	analytic	NOUN
cana-6003	63	6	into	into	ADP
cana-6003	63	7	human	human	ADJ
cana-6003	63	8	resource	resource	NOUN
cana-6003	63	9	management	management	NOUN
cana-6003	63	10	brings	bring	VERB
cana-6003	63	11	in	in	ADP
cana-6003	63	12	serious	serious	ADJ
cana-6003	63	13	outcomes	outcome	NOUN
cana-6003	63	14	for	for	ADP
cana-6003	63	15	decision	decision	NOUN
cana-6003	63	16	making	making	NOUN
cana-6003	63	17	process	process	NOUN
cana-6003	63	18	.	.	PUNCT
cana-6003	64	1	hr	hr	NOUN
cana-6003	64	2	professionals	professional	NOUN
cana-6003	64	3	are	be	AUX
cana-6003	64	4	making	make	VERB
cana-6003	64	5	more	more	ADV
cana-6003	64	6	informed	informed	ADJ
cana-6003	64	7	,	,	PUNCT
cana-6003	64	8	evidence	evidence	NOUN
cana-6003	64	9	-	-	PUNCT
cana-6003	64	10	based	base	VERB
cana-6003	64	11	decisions	decision	NOUN
cana-6003	64	12	by	by	ADP
cana-6003	64	13	using	use	VERB
cana-6003	64	14	big	big	ADJ
cana-6003	64	15	data	datum	NOUN
cana-6003	64	16	and	and	CCONJ
cana-6003	64	17	ai	ai	VERB
cana-6003	64	18	that	that	PRON
cana-6003	64	19	are	be	AUX
cana-6003	64	20	in	in	ADP
cana-6003	64	21	line	line	NOUN
cana-6003	64	22	with	with	ADP
cana-6003	64	23	goals	goal	NOUN
cana-6003	64	24	and	and	CCONJ
cana-6003	64	25	aims	aim	NOUN
cana-6003	64	26	of	of	ADP
cana-6003	64	27	the	the	DET
cana-6003	64	28	organization	organization	NOUN
cana-6003	64	29	.	.	PUNCT
cana-6003	65	1	in	in	ADP
cana-6003	65	2	addition	addition	NOUN
cana-6003	65	3	,	,	PUNCT
cana-6003	65	4	hr	hr	NOUN
cana-6003	65	5	analytics	analytic	NOUN
cana-6003	65	6	helps	help	VERB
cana-6003	65	7	in	in	ADP
cana-6003	65	8	active	active	ADJ
cana-6003	65	9	decision	decision	NOUN
cana-6003	65	10	making	make	VERB
cana-6003	65	11	and	and	CCONJ
cana-6003	65	12	allow	allow	VERB
cana-6003	65	13	the	the	DET
cana-6003	65	14	organization	organization	NOUN
cana-6003	65	15	to	to	PART
cana-6003	65	16	predict	predict	VERB
cana-6003	65	17	and	and	CCONJ
cana-6003	65	18	address	address	VERB
cana-6003	65	19	the	the	DET
cana-6003	65	20	challenges	challenge	NOUN
cana-6003	65	21	faced	face	VERB
cana-6003	65	22	hr	hr	NOUN
cana-6003	65	23	.	.	PUNCT
cana-6003	66	1	however	however	ADV
cana-6003	66	2	,	,	PUNCT
cana-6003	66	3	it	it	PRON
cana-6003	66	4	is	be	AUX
cana-6003	66	5	important	important	ADJ
cana-6003	66	6	for	for	SCONJ
cana-6003	66	7	the	the	DET
cana-6003	66	8	organization	organization	NOUN
cana-6003	66	9	to	to	PART
cana-6003	66	10	build	build	VERB
cana-6003	66	11	strong	strong	ADJ
cana-6003	66	12	and	and	CCONJ
cana-6003	66	13	healthy	healthy	ADJ
cana-6003	66	14	governance	governance	NOUN
cana-6003	66	15	frame	frame	NOUN
cana-6003	66	16	work	work	NOUN
cana-6003	66	17	and	and	CCONJ
cana-6003	66	18	ethical	ethical	ADJ
cana-6003	66	19	guidelines	guideline	NOUN
cana-6003	66	20	for	for	ADP
cana-6003	66	21	responsible	responsible	ADJ
cana-6003	66	22	use	use	NOUN
cana-6003	66	23	of	of	ADP
cana-6003	66	24	hr	hr	NOUN
cana-6003	66	25	analytics	analytic	NOUN
cana-6003	66	26	and	and	CCONJ
cana-6003	66	27	reduce	reduce	VERB
cana-6003	66	28	the	the	DET
cana-6003	66	29	possible	possible	ADJ
cana-6003	66	30	risks	risk	NOUN
cana-6003	66	31	.	.	PUNCT
cana-6003	67	1	implementation	implementation	NOUN
cana-6003	67	2	of	of	ADP
cana-6003	67	3	human	human	ADJ
cana-6003	67	4	resource	resource	NOUN
cana-6003	67	5	analytics	analytic	NOUN
cana-6003	67	6	entails	entail	VERB
cana-6003	67	7	certain	certain	ADJ
cana-6003	67	8	challenges	challenge	NOUN
cana-6003	67	9	even	even	ADV
cana-6003	67	10	though	though	SCONJ
cana-6003	67	11	the	the	DET
cana-6003	67	12	techniques	technique	NOUN
cana-6003	67	13	promise	promise	VERB
cana-6003	67	14	some	some	DET
cana-6003	67	15	benefits	benefit	NOUN
cana-6003	67	16	.	.	PUNCT
cana-6003	68	1	data	datum	NOUN
cana-6003	68	2	quality	quality	NOUN
cana-6003	68	3	and	and	CCONJ
cana-6003	68	4	data	datum	NOUN
cana-6003	68	5	privacy	privacy	NOUN
cana-6003	68	6	concerns	concern	NOUN
cana-6003	68	7	arise	arise	VERB
cana-6003	68	8	one	one	NUM
cana-6003	68	9	major	major	ADJ
cana-6003	68	10	challenge	challenge	NOUN
cana-6003	68	11	as	as	ADP
cana-6003	68	12	human	human	ADJ
cana-6003	68	13	resource	resource	NOUN
cana-6003	68	14	data	datum	NOUN
cana-6003	68	15	may	may	AUX
cana-6003	68	16	entail	entail	VERB
cana-6003	68	17	sensitive	sensitive	ADJ
cana-6003	68	18	information	information	NOUN
cana-6003	68	19	that	that	PRON
cana-6003	68	20	needs	need	VERB
cana-6003	68	21	to	to	PART
cana-6003	68	22	be	be	AUX
cana-6003	68	23	treated	treat	VERB
cana-6003	68	24	with	with	ADP
cana-6003	68	25	utmost	utmost	ADJ
cana-6003	68	26	confidentiality	confidentiality	NOUN
cana-6003	68	27	(	(	PUNCT
cana-6003	68	28	marler	marler	PROPN
cana-6003	68	29	&	&	CCONJ
cana-6003	68	30	boudreau	boudreau	PROPN
cana-6003	68	31	,	,	PUNCT
cana-6003	68	32	2017	2017	NUM
cana-6003	68	33	)	)	PUNCT
cana-6003	68	34	.	.	PUNCT
cana-6003	69	1	another	another	DET
cana-6003	69	2	challenge	challenge	NOUN
cana-6003	69	3	faced	face	VERB
cana-6003	69	4	by	by	ADP
cana-6003	69	5	the	the	DET
cana-6003	69	6	organization	organization	NOUN
cana-6003	69	7	is	be	AUX
cana-6003	69	8	the	the	DET
cana-6003	69	9	resistance	resistance	NOUN
cana-6003	69	10	from	from	ADP
cana-6003	69	11	work	work	NOUN
cana-6003	69	12	force	force	NOUN
cana-6003	69	13	and	and	CCONJ
cana-6003	69	14	hr	hr	NOUN
cana-6003	69	15	professionals	professional	NOUN
cana-6003	69	16	that	that	PRON
cana-6003	69	17	are	be	AUX
cana-6003	69	18	not	not	PART
cana-6003	69	19	convinced	convince	VERB
cana-6003	69	20	with	with	ADP
cana-6003	69	21	the	the	DET
cana-6003	69	22	use	use	NOUN
cana-6003	69	23	of	of	ADP
cana-6003	69	24	ai	ai	NOUN
cana-6003	69	25	and	and	CCONJ
cana-6003	69	26	analytics	analytic	NOUN
cana-6003	69	27	in	in	ADP
cana-6003	69	28	hr	hr	NOUN
cana-6003	69	29	decision	decision	NOUN
cana-6003	69	30	making	making	NOUN
cana-6003	69	31	.	.	PUNCT
cana-6003	70	1	risk	risk	NOUN
cana-6003	70	2	of	of	ADP
cana-6003	70	3	algorithmic	algorithmic	ADJ
cana-6003	70	4	bias	bias	NOUN
cana-6003	70	5	is	be	AUX
cana-6003	70	6	also	also	ADV
cana-6003	70	7	there	there	ADV
cana-6003	70	8	where	where	SCONJ
cana-6003	70	9	ai	ai	VERB
cana-6003	70	10	model	model	NOUN
cana-6003	70	11	works	work	VERB
cana-6003	70	12	with	with	ADP
cana-6003	70	13	current	current	ADJ
cana-6003	70	14	disparities	disparity	NOUN
cana-6003	70	15	or	or	CCONJ
cana-6003	70	16	biased	biased	ADJ
cana-6003	70	17	practices	practice	NOUN
cana-6003	70	18	if	if	SCONJ
cana-6003	70	19	not	not	PART
cana-6003	70	20	sensibly	sensibly	ADV
cana-6003	70	21	checked	check	VERB
cana-6003	70	22	and	and	CCONJ
cana-6003	70	23	standardized	standardize	VERB
cana-6003	70	24	.	.	PUNCT
cana-6003	71	1	turnover	turnover	NOUN
cana-6003	71	2	is	be	AUX
cana-6003	71	3	reduced	reduce	VERB
cana-6003	71	4	and	and	CCONJ
cana-6003	71	5	retention	retention	NOUN
cana-6003	71	6	rate	rate	NOUN
cana-6003	71	7	is	be	AUX
cana-6003	71	8	increased	increase	VERB
cana-6003	71	9	by	by	ADP
cana-6003	71	10	effective	effective	ADJ
cana-6003	71	11	hrm	hrm	PROPN
cana-6003	71	12	practices	practice	NOUN
cana-6003	71	13	.	.	PUNCT
cana-6003	72	1	employee	employee	NOUN
cana-6003	72	2	retention	retention	NOUN
cana-6003	72	3	involves	involve	VERB
cana-6003	72	4	“	"	PUNCT
cana-6003	72	5	rewarding	reward	VERB
cana-6003	72	6	effective	effective	ADJ
cana-6003	72	7	job	job	NOUN
cana-6003	72	8	performance	performance	NOUN
cana-6003	72	9	,	,	PUNCT
cana-6003	72	10	fostering	foster	VERB
cana-6003	72	11	positive	positive	ADJ
cana-6003	72	12	relationships	relationship	NOUN
cana-6003	72	13	between	between	ADP
cana-6003	72	14	employees	employee	NOUN
cana-6003	72	15	and	and	CCONJ
cana-6003	72	16	managers	manager	NOUN
cana-6003	72	17	,	,	PUNCT
cana-6003	72	18	and	and	CCONJ
cana-6003	72	19	maintaining	maintain	VERB
cana-6003	72	20	a	a	DET
cana-6003	72	21	safe	safe	ADJ
cana-6003	72	22	and	and	CCONJ
cana-6003	72	23	healthy	healthy	ADJ
cana-6003	72	24	work	work	NOUN
cana-6003	72	25	environment	environment	NOUN
cana-6003	72	26	.	.	PUNCT
cana-6003	72	27	”	"	PUNCT
cana-6003	73	1	employee	employee	NOUN
cana-6003	73	2	retention	retention	NOUN
cana-6003	73	3	is	be	AUX
cana-6003	73	4	usually	usually	ADV
cana-6003	73	5	a	a	DET
cana-6003	73	6	mediator	mediator	NOUN
cana-6003	73	7	of	of	ADP
cana-6003	73	8	the	the	DET
cana-6003	73	9	effect	effect	NOUN
cana-6003	73	10	of	of	ADP
cana-6003	73	11	employer	employer	NOUN
cana-6003	73	12	branding	branding	NOUN
cana-6003	73	13	on	on	ADP
cana-6003	73	14	employee	employee	NOUN
cana-6003	73	15	performance	performance	NOUN
cana-6003	73	16	,	,	PUNCT
cana-6003	73	17	emphasizing	emphasize	VERB
cana-6003	73	18	its	its	PRON
cana-6003	73	19	importance	importance	NOUN
cana-6003	73	20	when	when	SCONJ
cana-6003	73	21	it	it	PRON
cana-6003	73	22	comes	come	VERB
cana-6003	73	23	to	to	ADP
cana-6003	73	24	organizational	organizational	ADJ
cana-6003	73	25	success	success	NOUN
cana-6003	73	26	(	(	PUNCT
cana-6003	73	27	srimulyani	srimulyani	PROPN
cana-6003	73	28	&	&	CCONJ
cana-6003	73	29	hermanto	hermanto	NOUN
cana-6003	73	30	,	,	PUNCT
cana-6003	73	31	2022	2022	NUM
cana-6003	73	32	)	)	PUNCT
cana-6003	73	33	.	.	PUNCT
cana-6003	74	1	predictive	predictive	ADJ
cana-6003	74	2	analytics	analytic	NOUN
cana-6003	74	3	include	include	VERB
cana-6003	74	4	collecting	collect	VERB
cana-6003	74	5	vast	vast	ADJ
cana-6003	74	6	data	datum	NOUN
cana-6003	74	7	on	on	ADP
cana-6003	74	8	employees	employee	NOUN
cana-6003	74	9	and	and	CCONJ
cana-6003	74	10	candidates	candidate	NOUN
cana-6003	74	11	and	and	CCONJ
cana-6003	74	12	using	use	VERB
cana-6003	74	13	“	"	PUNCT
cana-6003	74	14	ml	ml	X
cana-6003	74	15	algorithms	algorithm	NOUN
cana-6003	74	16	,	,	PUNCT
cana-6003	74	17	statistical	statistical	ADJ
cana-6003	74	18	models	model	NOUN
cana-6003	74	19	,	,	PUNCT
cana-6003	74	20	and	and	CCONJ
cana-6003	74	21	artificial	artificial	ADJ
cana-6003	74	22	intelligence	intelligence	NOUN
cana-6003	74	23	”	"	PUNCT
cana-6003	74	24	to	to	PART
cana-6003	74	25	foresee	foresee	VERB
cana-6003	74	26	the	the	DET
cana-6003	74	27	consequence	consequence	NOUN
cana-6003	74	28	of	of	ADP
cana-6003	74	29	upcoming	upcoming	ADJ
cana-6003	74	30	hr	hr	NOUN
cana-6003	74	31	communications	communication	NOUN
cana-6003	74	32	on	on	ADP
cana-6003	74	33	applied	apply	VERB
cana-6003	74	34	nonlinear	nonlinear	ADJ
cana-6003	74	35	analysis	analysis	NOUN
cana-6003	74	36	issn	issn	NOUN
cana-6003	74	37	:	:	PUNCT
cana-6003	74	38	1074	1074	NUM
cana-6003	74	39	-	-	PUNCT
cana-6003	74	40	133x	133x	NUM
cana-6003	74	41	vol	vol	NOUN
cana-6003	74	42	32	32	NUM
cana-6003	74	43	no	no	NOUN
cana-6003	74	44	.	.	NOUN
cana-6003	74	45	3	3	NUM
cana-6003	74	46	(	(	PUNCT
cana-6003	74	47	2025	2025	NUM
cana-6003	74	48	)	)	PUNCT
cana-6003	74	49	https://internationalpubls.com	https://internationalpubls.com	X
cana-6003	74	50	1059	1059	NUM
cana-6003	74	51	endeavours	endeavour	NOUN
cana-6003	74	52	.	.	PUNCT
cana-6003	75	1	these	these	DET
cana-6003	75	2	data	datum	NOUN
cana-6003	75	3	measure	measure	NOUN
cana-6003	75	4	and	and	CCONJ
cana-6003	75	5	analyse	analyse	NOUN
cana-6003	75	6	factors	factor	NOUN
cana-6003	75	7	like	like	ADP
cana-6003	75	8	“	"	PUNCT
cana-6003	75	9	performance	performance	NOUN
cana-6003	75	10	metric	metric	ADJ
cana-6003	75	11	data	datum	NOUN
cana-6003	75	12	,	,	PUNCT
cana-6003	75	13	attrition	attrition	NOUN
cana-6003	75	14	,	,	PUNCT
cana-6003	75	15	engagement	engagement	NOUN
cana-6003	75	16	,	,	PUNCT
cana-6003	75	17	and	and	CCONJ
cana-6003	75	18	acquisitions	acquisition	NOUN
cana-6003	75	19	”	"	PUNCT
cana-6003	75	20	of	of	ADP
cana-6003	75	21	candidates	candidate	NOUN
cana-6003	75	22	and	and	CCONJ
cana-6003	75	23	evaluate	evaluate	VERB
cana-6003	75	24	the	the	DET
cana-6003	75	25	probability	probability	NOUN
cana-6003	75	26	of	of	ADP
cana-6003	75	27	employees	employee	NOUN
cana-6003	75	28	actually	actually	ADV
cana-6003	75	29	succeeding	succeed	VERB
cana-6003	75	30	in	in	ADP
cana-6003	75	31	certain	certain	ADJ
cana-6003	75	32	roles	role	NOUN
cana-6003	75	33	.	.	PUNCT
cana-6003	76	1	this	this	DET
cana-6003	76	2	integration	integration	NOUN
cana-6003	76	3	allows	allow	VERB
cana-6003	76	4	corporations	corporation	NOUN
cana-6003	76	5	to	to	PART
cana-6003	76	6	avoid	avoid	VERB
cana-6003	76	7	the	the	DET
cana-6003	76	8	subjective	subjective	ADJ
cana-6003	76	9	-	-	PUNCT
cana-6003	76	10	based	base	VERB
cana-6003	76	11	method	method	NOUN
cana-6003	76	12	of	of	ADP
cana-6003	76	13	hiring	hire	VERB
cana-6003	76	14	and	and	CCONJ
cana-6003	76	15	shift	shift	VERB
cana-6003	76	16	toward	toward	ADP
cana-6003	76	17	data	data	NOUN
cana-6003	76	18	-	-	PUNCT
cana-6003	76	19	driven	drive	VERB
cana-6003	76	20	methods	method	NOUN
cana-6003	76	21	in	in	ADP
cana-6003	76	22	employing	employ	VERB
cana-6003	76	23	the	the	DET
cana-6003	76	24	right	right	ADJ
cana-6003	76	25	people	people	NOUN
cana-6003	76	26	for	for	ADP
cana-6003	76	27	the	the	DET
cana-6003	76	28	job	job	NOUN
cana-6003	76	29	(	(	PUNCT
cana-6003	76	30	jiang	jiang	PROPN
cana-6003	76	31	&	&	CCONJ
cana-6003	76	32	akdere	akdere	ADV
cana-6003	76	33	,	,	PUNCT
cana-6003	76	34	2022	2022	NUM
cana-6003	76	35	)	)	PUNCT
cana-6003	76	36	.	.	PUNCT
cana-6003	77	1	the	the	DET
cana-6003	77	2	predictive	predictive	ADJ
cana-6003	77	3	models	model	NOUN
cana-6003	77	4	are	be	AUX
cana-6003	77	5	in	in	ADP
cana-6003	77	6	continuous	continuous	ADJ
cana-6003	77	7	process	process	NOUN
cana-6003	77	8	of	of	ADP
cana-6003	77	9	adaption	adaption	NOUN
cana-6003	77	10	to	to	PART
cana-6003	77	11	learn	learn	VERB
cana-6003	77	12	from	from	ADP
cana-6003	77	13	recent	recent	ADJ
cana-6003	77	14	data	datum	NOUN
cana-6003	77	15	to	to	PART
cana-6003	77	16	improve	improve	VERB
cana-6003	77	17	their	their	PRON
cana-6003	77	18	ability	ability	NOUN
cana-6003	77	19	of	of	ADP
cana-6003	77	20	accurate	accurate	ADJ
cana-6003	77	21	prediction	prediction	NOUN
cana-6003	77	22	,	,	PUNCT
cana-6003	77	23	and	and	CCONJ
cana-6003	77	24	incorporation	incorporation	NOUN
cana-6003	77	25	of	of	ADP
cana-6003	77	26	market	market	NOUN
cana-6003	77	27	trends	trend	NOUN
cana-6003	77	28	and	and	CCONJ
cana-6003	77	29	employee	employee	NOUN
cana-6003	77	30	dynamics	dynamic	NOUN
cana-6003	77	31	.	.	PUNCT
cana-6003	78	1	the	the	DET
cana-6003	78	2	hr	hr	PROPN
cana-6003	78	3	analytics	analytic	NOUN
cana-6003	78	4	optimises	optimise	VERB
cana-6003	78	5	talent	talent	NOUN
cana-6003	78	6	management	management	NOUN
cana-6003	78	7	where	where	SCONJ
cana-6003	78	8	it	it	PRON
cana-6003	78	9	improves	improve	VERB
cana-6003	78	10	“	"	PUNCT
cana-6003	78	11	decisions	decision	NOUN
cana-6003	78	12	,	,	PUNCT
cana-6003	78	13	reducing	reduce	VERB
cana-6003	78	14	attrition	attrition	NOUN
cana-6003	78	15	,	,	PUNCT
cana-6003	78	16	and	and	CCONJ
cana-6003	78	17	increasing	increase	VERB
cana-6003	78	18	employee	employee	NOUN
cana-6003	78	19	satisfaction	satisfaction	NOUN
cana-6003	78	20	.	.	PUNCT
cana-6003	78	21	”	"	PUNCT
cana-6003	79	1	there	there	PRON
cana-6003	79	2	are	be	VERB
cana-6003	79	3	challenges	challenge	NOUN
cana-6003	79	4	of	of	ADP
cana-6003	79	5	conventional	conventional	ADJ
cana-6003	79	6	hr	hr	NOUN
cana-6003	79	7	management	management	NOUN
cana-6003	79	8	but	but	CCONJ
cana-6003	79	9	data	data	NOUN
cana-6003	79	10	driven	drive	VERB
cana-6003	79	11	analytics	analytic	NOUN
cana-6003	79	12	improves	improve	VERB
cana-6003	79	13	the	the	DET
cana-6003	79	14	employee	employee	NOUN
cana-6003	79	15	efficiency	efficiency	NOUN
cana-6003	79	16	and	and	CCONJ
cana-6003	79	17	retention	retention	NOUN
cana-6003	79	18	as	as	ADV
cana-6003	79	19	well	well	ADV
cana-6003	79	20	.	.	PUNCT
cana-6003	80	1	pa	pa	PROPN
cana-6003	80	2	has	have	VERB
cana-6003	80	3	important	important	ADJ
cana-6003	80	4	role	role	NOUN
cana-6003	80	5	in	in	ADP
cana-6003	80	6	retention	retention	NOUN
cana-6003	80	7	strategies	strategy	NOUN
cana-6003	80	8	where	where	SCONJ
cana-6003	80	9	it	it	PRON
cana-6003	80	10	highlights	highlight	VERB
cana-6003	80	11	the	the	DET
cana-6003	80	12	factors	factor	NOUN
cana-6003	80	13	that	that	PRON
cana-6003	80	14	effects	effect	VERB
cana-6003	80	15	employee	employee	NOUN
cana-6003	80	16	satisfaction	satisfaction	NOUN
cana-6003	80	17	and	and	CCONJ
cana-6003	80	18	engagement	engagement	NOUN
cana-6003	80	19	.	.	PUNCT
cana-6003	81	1	hr	hr	NOUN
cana-6003	81	2	identifies	identify	VERB
cana-6003	81	3	these	these	DET
cana-6003	81	4	patterns	pattern	NOUN
cana-6003	81	5	and	and	CCONJ
cana-6003	81	6	implements	implement	VERB
cana-6003	81	7	targeted	target	VERB
cana-6003	81	8	initiatives	initiative	NOUN
cana-6003	81	9	that	that	PRON
cana-6003	81	10	focus	focus	VERB
cana-6003	81	11	on	on	ADP
cana-6003	81	12	particular	particular	ADJ
cana-6003	81	13	needs	need	NOUN
cana-6003	81	14	and	and	CCONJ
cana-6003	81	15	improves	improve	VERB
cana-6003	81	16	overall	overall	ADJ
cana-6003	81	17	staff	staff	NOUN
cana-6003	81	18	retention	retention	NOUN
cana-6003	81	19	(	(	PUNCT
cana-6003	81	20	gurusinghe	gurusinghe	NOUN
cana-6003	81	21	et	et	PROPN
cana-6003	81	22	al	al	PROPN
cana-6003	81	23	.	.	PROPN
cana-6003	81	24	,	,	PUNCT
cana-6003	81	25	2021	2021	NUM
cana-6003	81	26	)	)	PUNCT
cana-6003	81	27	.	.	PUNCT
cana-6003	82	1	ai	ai	AUX
cana-6003	82	2	driven	drive	VERB
cana-6003	82	3	pa	pa	PROPN
cana-6003	82	4	help	help	VERB
cana-6003	82	5	the	the	DET
cana-6003	82	6	organization	organization	NOUN
cana-6003	82	7	to	to	PART
cana-6003	82	8	predict	predict	VERB
cana-6003	82	9	the	the	DET
cana-6003	82	10	upcoming	upcoming	ADJ
cana-6003	82	11	skill	skill	NOUN
cana-6003	82	12	and	and	CCONJ
cana-6003	82	13	talent	talent	NOUN
cana-6003	82	14	gaps	gap	NOUN
cana-6003	82	15	in	in	ADP
cana-6003	82	16	the	the	DET
cana-6003	82	17	process	process	NOUN
cana-6003	82	18	of	of	ADP
cana-6003	82	19	work	work	NOUN
cana-6003	82	20	force	force	NOUN
cana-6003	82	21	planning	planning	NOUN
cana-6003	82	22	.	.	PUNCT
cana-6003	83	1	this	this	DET
cana-6003	83	2	approach	approach	NOUN
cana-6003	83	3	helps	help	VERB
cana-6003	83	4	hr	hr	NOUN
cana-6003	83	5	professionals	professional	NOUN
cana-6003	83	6	to	to	PART
cana-6003	83	7	take	take	VERB
cana-6003	83	8	practical	practical	ADJ
cana-6003	83	9	and	and	CCONJ
cana-6003	83	10	active	active	ADJ
cana-6003	83	11	steps	step	NOUN
cana-6003	83	12	to	to	PART
cana-6003	83	13	fulfil	fulfil	VERB
cana-6003	83	14	the	the	DET
cana-6003	83	15	needs	need	NOUN
cana-6003	83	16	and	and	CCONJ
cana-6003	83	17	make	make	VERB
cana-6003	83	18	sure	sure	ADJ
cana-6003	83	19	that	that	SCONJ
cana-6003	83	20	the	the	DET
cana-6003	83	21	firm	firm	NOUN
cana-6003	83	22	remain	remain	VERB
cana-6003	83	23	agile	agile	ADJ
cana-6003	83	24	and	and	CCONJ
cana-6003	83	25	ready	ready	ADJ
cana-6003	83	26	for	for	ADP
cana-6003	83	27	upcoming	upcoming	ADJ
cana-6003	83	28	challenges	challenge	NOUN
cana-6003	83	29	.	.	PUNCT
cana-6003	84	1	conclusion	conclusion	NOUN
cana-6003	84	2	work	work	NOUN
cana-6003	84	3	force	force	NOUN
cana-6003	84	4	management	management	NOUN
cana-6003	84	5	has	have	AUX
cana-6003	84	6	been	be	AUX
cana-6003	84	7	transformed	transform	VERB
cana-6003	84	8	by	by	ADP
cana-6003	84	9	predictive	predictive	ADJ
cana-6003	84	10	hr	hr	NOUN
cana-6003	84	11	analytics	analytic	NOUN
cana-6003	84	12	where	where	SCONJ
cana-6003	84	13	big	big	ADJ
cana-6003	84	14	data	datum	NOUN
cana-6003	84	15	and	and	CCONJ
cana-6003	84	16	ai	ai	NOUN
cana-6003	84	17	is	be	AUX
cana-6003	84	18	used	use	VERB
cana-6003	84	19	to	to	PART
cana-6003	84	20	predict	predict	VERB
cana-6003	84	21	the	the	DET
cana-6003	84	22	market	market	NOUN
cana-6003	84	23	trends	trend	NOUN
cana-6003	84	24	and	and	CCONJ
cana-6003	84	25	optimising	optimise	VERB
cana-6003	84	26	hr	hr	NOUN
cana-6003	84	27	process	process	NOUN
cana-6003	84	28	.	.	PUNCT
cana-6003	85	1	with	with	ADP
cana-6003	85	2	a	a	DET
cana-6003	85	3	good	good	ADJ
cana-6003	85	4	hold	hold	NOUN
cana-6003	85	5	on	on	ADP
cana-6003	85	6	pa	pa	PROPN
cana-6003	85	7	,	,	PUNCT
cana-6003	85	8	organizations	organization	NOUN
cana-6003	85	9	improve	improve	VERB
cana-6003	85	10	“	"	PUNCT
cana-6003	85	11	recruitment	recruitment	NOUN
cana-6003	85	12	,	,	PUNCT
cana-6003	85	13	employee	employee	NOUN
cana-6003	85	14	retention	retention	NOUN
cana-6003	85	15	,	,	PUNCT
cana-6003	85	16	workforce	workforce	NOUN
cana-6003	85	17	planning	planning	NOUN
cana-6003	85	18	,	,	PUNCT
cana-6003	85	19	and	and	CCONJ
cana-6003	85	20	overall	overall	ADJ
cana-6003	85	21	hr	hr	NOUN
cana-6003	85	22	efficiency	efficiency	NOUN
cana-6003	85	23	”	"	PUNCT
cana-6003	85	24	.	.	PUNCT
cana-6003	86	1	at	at	ADP
cana-6003	86	2	the	the	DET
cana-6003	86	3	same	same	ADJ
cana-6003	86	4	time	time	NOUN
cana-6003	86	5	,	,	PUNCT
cana-6003	86	6	it	it	PRON
cana-6003	86	7	is	be	AUX
cana-6003	86	8	important	important	ADJ
cana-6003	86	9	to	to	PART
cana-6003	86	10	address	address	VERB
cana-6003	86	11	ethical	ethical	ADJ
cana-6003	86	12	challenges	challenge	NOUN
cana-6003	86	13	and	and	CCONJ
cana-6003	86	14	ensure	ensure	VERB
cana-6003	86	15	responsible	responsible	ADJ
cana-6003	86	16	use	use	NOUN
cana-6003	86	17	of	of	ADP
cana-6003	86	18	ai	ai	VERB
cana-6003	86	19	to	to	PART
cana-6003	86	20	gain	gain	VERB
cana-6003	86	21	long	long	ADJ
cana-6003	86	22	term	term	NOUN
cana-6003	86	23	success	success	NOUN
cana-6003	86	24	.	.	PUNCT
cana-6003	87	1	the	the	DET
cana-6003	87	2	ai	ai	PROPN
cana-6003	87	3	tools	tool	NOUN
cana-6003	87	4	are	be	AUX
cana-6003	87	5	tailored	tailor	VERB
cana-6003	87	6	as	as	ADP
cana-6003	87	7	per	per	ADP
cana-6003	87	8	organization	organization	NOUN
cana-6003	87	9	’s	’s	PART
cana-6003	87	10	needs	need	NOUN
cana-6003	87	11	by	by	ADP
cana-6003	87	12	integrating	integrate	VERB
cana-6003	87	13	ai	ai	VERB
cana-6003	87	14	understandings	understanding	NOUN
cana-6003	87	15	with	with	ADP
cana-6003	87	16	human	human	ADJ
cana-6003	87	17	decision	decision	NOUN
cana-6003	87	18	making	make	VERB
cana-6003	87	19	and	and	CCONJ
cana-6003	87	20	ensuring	ensure	VERB
cana-6003	87	21	its	its	PRON
cana-6003	87	22	ethical	ethical	ADJ
cana-6003	87	23	use	use	NOUN
cana-6003	87	24	.	.	PUNCT
cana-6003	88	1	this	this	DET
cana-6003	88	2	approach	approach	NOUN
cana-6003	88	3	helps	help	VERB
cana-6003	88	4	the	the	DET
cana-6003	88	5	firm	firm	NOUN
cana-6003	88	6	to	to	PART
cana-6003	88	7	develop	develop	VERB
cana-6003	88	8	effective	effective	ADJ
cana-6003	88	9	and	and	CCONJ
cana-6003	88	10	sustainable	sustainable	ADJ
cana-6003	88	11	retention	retention	NOUN
cana-6003	88	12	strategies	strategy	NOUN
cana-6003	88	13	that	that	PRON
cana-6003	88	14	enhance	enhance	VERB
cana-6003	88	15	retention	retention	NOUN
cana-6003	88	16	rate	rate	NOUN
cana-6003	88	17	,	,	PUNCT
cana-6003	88	18	overall	overall	ADJ
cana-6003	88	19	organization	organization	NOUN
cana-6003	88	20	performance	performance	NOUN
cana-6003	88	21	,	,	PUNCT
cana-6003	88	22	and	and	CCONJ
cana-6003	88	23	employee	employee	NOUN
cana-6003	88	24	satisfaction	satisfaction	NOUN
cana-6003	88	25	as	as	ADV
cana-6003	88	26	well	well	ADV
cana-6003	88	27	.	.	PUNCT
cana-6003	89	1	predictive	predictive	ADJ
cana-6003	89	2	insights	insight	NOUN
cana-6003	89	3	are	be	AUX
cana-6003	89	4	used	use	VERB
cana-6003	89	5	by	by	ADP
cana-6003	89	6	ai	ai	VERB
cana-6003	89	7	to	to	PART
cana-6003	89	8	customise	customise	VERB
cana-6003	89	9	work	work	NOUN
cana-6003	89	10	force	force	NOUN
cana-6003	89	11	development	development	NOUN
cana-6003	89	12	programs	program	NOUN
cana-6003	89	13	which	which	PRON
cana-6003	89	14	in	in	ADP
cana-6003	89	15	turn	turn	NOUN
cana-6003	89	16	allow	allow	VERB
cana-6003	89	17	the	the	DET
cana-6003	89	18	firm	firm	NOUN
cana-6003	89	19	to	to	PART
cana-6003	89	20	focus	focus	VERB
cana-6003	89	21	on	on	ADP
cana-6003	89	22	employee	employee	NOUN
cana-6003	89	23	needs	need	NOUN
cana-6003	89	24	and	and	CCONJ
cana-6003	89	25	enhance	enhance	VERB
cana-6003	89	26	their	their	PRON
cana-6003	89	27	job	job	NOUN
cana-6003	89	28	satisfaction	satisfaction	NOUN
cana-6003	89	29	and	and	CCONJ
cana-6003	89	30	retention	retention	NOUN
cana-6003	89	31	as	as	ADV
cana-6003	89	32	well	well	ADV
cana-6003	89	33	.	.	PUNCT
cana-6003	90	1	organizations	organization	NOUN
cana-6003	90	2	are	be	AUX
cana-6003	90	3	developing	develop	VERB
cana-6003	90	4	customised	customise	VERB
cana-6003	90	5	career	career	NOUN
cana-6003	90	6	paths	path	NOUN
cana-6003	90	7	and	and	CCONJ
cana-6003	90	8	training	training	NOUN
cana-6003	90	9	initiatives	initiative	NOUN
cana-6003	90	10	by	by	ADP
cana-6003	90	11	using	use	VERB
cana-6003	90	12	ai	ai	NOUN
cana-6003	90	13	and	and	CCONJ
cana-6003	90	14	make	make	VERB
cana-6003	90	15	sure	sure	ADJ
cana-6003	90	16	that	that	SCONJ
cana-6003	90	17	the	the	DET
cana-6003	90	18	work	work	NOUN
cana-6003	90	19	force	force	NOUN
cana-6003	90	20	see	see	VERB
cana-6003	90	21	good	good	ADJ
cana-6003	90	22	growth	growth	NOUN
cana-6003	90	23	opportunities	opportunity	NOUN
cana-6003	90	24	within	within	ADP
cana-6003	90	25	the	the	DET
cana-6003	90	26	organization	organization	NOUN
cana-6003	90	27	which	which	PRON
cana-6003	90	28	in	in	ADP
cana-6003	90	29	turn	turn	NOUN
cana-6003	90	30	reduce	reduce	VERB
cana-6003	90	31	possible	possible	ADJ
cana-6003	90	32	turnover	turnover	NOUN
cana-6003	90	33	(	(	PUNCT
cana-6003	90	34	rožman	rožman	NOUN
cana-6003	90	35	et	et	PROPN
cana-6003	90	36	al	al	PROPN
cana-6003	90	37	.	.	PROPN
cana-6003	90	38	,	,	PUNCT
cana-6003	90	39	2022	2022	NUM
cana-6003	90	40	)	)	PUNCT
cana-6003	90	41	.	.	PUNCT
cana-6003	91	1	it	it	PRON
cana-6003	91	2	is	be	AUX
cana-6003	91	3	important	important	ADJ
cana-6003	91	4	to	to	PART
cana-6003	91	5	address	address	VERB
cana-6003	91	6	ethical	ethical	ADJ
cana-6003	91	7	and	and	CCONJ
cana-6003	91	8	privacy	privacy	NOUN
cana-6003	91	9	concerns	concern	NOUN
cana-6003	91	10	during	during	ADP
cana-6003	91	11	ai	ai	ADJ
cana-6003	91	12	implementation	implementation	NOUN
cana-6003	91	13	in	in	ADP
cana-6003	91	14	hrm	hrm	PROPN
cana-6003	91	15	.	.	PUNCT
cana-6003	92	1	it	it	PRON
cana-6003	92	2	is	be	AUX
cana-6003	92	3	important	important	ADJ
cana-6003	92	4	for	for	SCONJ
cana-6003	92	5	the	the	DET
cana-6003	92	6	practitioners	practitioner	NOUN
cana-6003	92	7	to	to	PART
cana-6003	92	8	have	have	VERB
cana-6003	92	9	strong	strong	ADJ
cana-6003	92	10	and	and	CCONJ
cana-6003	92	11	healthy	healthy	ADJ
cana-6003	92	12	ways	way	NOUN
cana-6003	92	13	to	to	PART
cana-6003	92	14	protect	protect	VERB
cana-6003	92	15	the	the	DET
cana-6003	92	16	data	datum	NOUN
cana-6003	92	17	and	and	CCONJ
cana-6003	92	18	make	make	VERB
cana-6003	92	19	sure	sure	ADJ
cana-6003	92	20	that	that	SCONJ
cana-6003	92	21	there	there	PRON
cana-6003	92	22	is	be	VERB
cana-6003	92	23	transparency	transparency	NOUN
cana-6003	92	24	in	in	ADP
cana-6003	92	25	ai	ai	ADJ
cana-6003	92	26	powered	powered	ADJ
cana-6003	92	27	decisions	decision	NOUN
cana-6003	92	28	.	.	PUNCT
cana-6003	93	1	organizations	organization	NOUN
cana-6003	93	2	ensures	ensure	VERB
cana-6003	93	3	transparency	transparency	NOUN
cana-6003	93	4	and	and	CCONJ
cana-6003	93	5	fairness	fairness	NOUN
cana-6003	93	6	in	in	ADP
cana-6003	93	7	ai	ai	ADJ
cana-6003	93	8	application	application	NOUN
cana-6003	93	9	and	and	CCONJ
cana-6003	93	10	build	build	VERB
cana-6003	93	11	trust	trust	NOUN
cana-6003	93	12	among	among	ADP
cana-6003	93	13	its	its	PRON
cana-6003	93	14	work	work	NOUN
cana-6003	93	15	force	force	NOUN
cana-6003	93	16	.	.	PUNCT
cana-6003	94	1	this	this	DET
cana-6003	94	2	approach	approach	NOUN
cana-6003	94	3	is	be	AUX
cana-6003	94	4	important	important	ADJ
cana-6003	94	5	for	for	ADP
cana-6003	94	6	successful	successful	ADJ
cana-6003	94	7	adoption	adoption	NOUN
cana-6003	94	8	and	and	CCONJ
cana-6003	94	9	implementation	implementation	NOUN
cana-6003	94	10	of	of	ADP
cana-6003	94	11	ai	ai	PROPN
cana-6003	94	12	technologies	technology	NOUN
cana-6003	94	13	.	.	PUNCT
cana-6003	95	1	references	reference	NOUN
cana-6003	95	2	[	[	X
cana-6003	95	3	1	1	NUM
cana-6003	95	4	]	]	PUNCT
cana-6003	95	5	sharma	sharma	NOUN
cana-6003	95	6	,	,	PUNCT
cana-6003	95	7	n.	n.	NOUN
cana-6003	95	8	,	,	PUNCT
cana-6003	95	9	&	&	CCONJ
cana-6003	95	10	singh	singh	PROPN
cana-6003	95	11	,	,	PUNCT
cana-6003	95	12	v.	v.	PROPN
cana-6003	95	13	(	(	PUNCT
cana-6003	95	14	2019	2019	NUM
cana-6003	95	15	)	)	PUNCT
cana-6003	95	16	.	.	PUNCT
cana-6003	96	1	the	the	DET
cana-6003	96	2	role	role	NOUN
cana-6003	96	3	of	of	ADP
cana-6003	96	4	hr	hr	NOUN
cana-6003	96	5	analytics	analytic	NOUN
cana-6003	96	6	in	in	ADP
cana-6003	96	7	employee	employee	NOUN
cana-6003	96	8	engagement	engagement	NOUN
cana-6003	96	9	and	and	CCONJ
cana-6003	96	10	retention	retention	NOUN
cana-6003	96	11	.	.	PUNCT
cana-6003	97	1	asia	asia	PROPN
cana-6003	97	2	-	-	PUNCT
cana-6003	97	3	pacific	pacific	PROPN
cana-6003	97	4	journal	journal	PROPN
cana-6003	97	5	of	of	ADP
cana-6003	97	6	human	human	ADJ
cana-6003	97	7	resources	resource	NOUN
cana-6003	97	8	,	,	PUNCT
cana-6003	97	9	57(3	57(3	NUM
cana-6003	97	10	)	)	PUNCT
cana-6003	97	11	,	,	PUNCT
cana-6003	97	12	295	295	NUM
cana-6003	97	13	-	-	SYM
cana-6003	97	14	312	312	NUM
cana-6003	97	15	.	.	PUNCT
cana-6003	98	1	https://journals.sagepub.com/doi/full/10.1177/1038411119858771	https://journals.sagepub.com/doi/full/10.1177/1038411119858771	PRON
cana-6003	99	1	[	[	X
cana-6003	99	2	2	2	NUM
cana-6003	99	3	]	]	X
cana-6003	99	4	zhang	zhang	PROPN
cana-6003	99	5	,	,	PUNCT
cana-6003	99	6	y.	y.	PROPN
cana-6003	99	7	,	,	PUNCT
cana-6003	99	8	xu	xu	PROPN
cana-6003	99	9	,	,	PUNCT
cana-6003	99	10	s.	s.	PROPN
cana-6003	99	11	,	,	PUNCT
cana-6003	99	12	zhang	zhang	PROPN
cana-6003	99	13	,	,	PUNCT
cana-6003	99	14	l.	l.	PROPN
cana-6003	99	15	,	,	PUNCT
cana-6003	99	16	&	&	CCONJ
cana-6003	99	17	yang	yang	PROPN
cana-6003	99	18	,	,	PUNCT
cana-6003	99	19	m.	m.	NOUN
cana-6003	99	20	(	(	PUNCT
cana-6003	99	21	2021	2021	NUM
cana-6003	99	22	,	,	PUNCT
cana-6003	99	23	september	september	PROPN
cana-6003	99	24	)	)	PUNCT
cana-6003	99	25	.	.	PUNCT
cana-6003	100	1	big	big	ADJ
cana-6003	100	2	data	datum	NOUN
cana-6003	100	3	and	and	CCONJ
cana-6003	100	4	human	human	ADJ
cana-6003	100	5	resource	resource	NOUN
cana-6003	100	6	management	management	NOUN
cana-6003	100	7	research	research	NOUN
cana-6003	100	8	:	:	PUNCT
cana-6003	100	9	an	an	DET
cana-6003	100	10	integrative	integrative	ADJ
cana-6003	100	11	review	review	NOUN
cana-6003	100	12	and	and	CCONJ
cana-6003	100	13	new	new	ADJ
cana-6003	100	14	directions	direction	NOUN
cana-6003	100	15	for	for	ADP
cana-6003	100	16	future	future	ADJ
cana-6003	100	17	research	research	NOUN
cana-6003	100	18	.	.	PUNCT
cana-6003	101	1	journal	journal	NOUN
cana-6003	101	2	of	of	ADP
cana-6003	101	3	business	business	NOUN
cana-6003	101	4	research	research	NOUN
cana-6003	101	5	,	,	PUNCT
cana-6003	101	6	133	133	NUM
cana-6003	101	7	,	,	PUNCT
cana-6003	101	8	3450	3450	NUM
cana-6003	101	9	.	.	PUNCT
cana-6003	102	1	[	[	X
cana-6003	102	2	3	3	NUM
cana-6003	102	3	]	]	X
cana-6003	102	4	gurusinghe	gurusinghe	NOUN
cana-6003	102	5	,	,	PUNCT
cana-6003	102	6	r	r	NOUN
cana-6003	102	7	n.	n.	NOUN
cana-6003	102	8	,	,	PUNCT
cana-6003	102	9	arachchige	arachchige	NOUN
cana-6003	102	10	,	,	PUNCT
cana-6003	102	11	b.	b.	PROPN
cana-6003	102	12	,	,	PUNCT
cana-6003	102	13	&	&	CCONJ
cana-6003	102	14	dayarathna	dayarathna	PROPN
cana-6003	102	15	,	,	PUNCT
cana-6003	102	16	n.	n.	PROPN
cana-6003	102	17	w.	w.	PROPN
cana-6003	102	18	k.	k.	PROPN
cana-6003	102	19	d.	d.	PROPN
cana-6003	102	20	k.	k.	PROPN
cana-6003	103	1	(	(	PUNCT
cana-6003	103	2	2021	2021	NUM
cana-6003	103	3	,	,	PUNCT
cana-6003	103	4	march	march	PROPN
cana-6003	103	5	29	29	NUM
cana-6003	103	6	)	)	PUNCT
cana-6003	103	7	.	.	PUNCT
cana-6003	104	1	predictive	predictive	ADJ
cana-6003	104	2	hr	hr	NOUN
cana-6003	104	3	analytics	analytic	NOUN
cana-6003	104	4	and	and	CCONJ
cana-6003	104	5	talent	talent	NOUN
cana-6003	104	6	management	management	NOUN
cana-6003	104	7	:	:	PUNCT
cana-6003	104	8	a	a	DET
cana-6003	104	9	conceptual	conceptual	ADJ
cana-6003	104	10	framework	framework	NOUN
cana-6003	104	11	.	.	PUNCT
cana-6003	105	1	journal	journal	NOUN
cana-6003	105	2	of	of	ADP
cana-6003	105	3	management	management	NOUN
cana-6003	105	4	analytics	analytic	NOUN
cana-6003	105	5	,	,	PUNCT
cana-6003	105	6	8(2	8(2	NUM
cana-6003	105	7	)	)	PUNCT
cana-6003	105	8	,	,	PUNCT
cana-6003	105	9	195	195	NUM
cana-6003	105	10	-	-	SYM
cana-6003	105	11	221	221	NUM
cana-6003	105	12	.	.	PUNCT
cana-6003	106	1	[	[	X
cana-6003	106	2	4	4	NUM
cana-6003	106	3	]	]	SYM
cana-6003	106	4	ayanponle	ayanponle	NOUN
cana-6003	106	5	,	,	PUNCT
cana-6003	106	6	n.	n.	PROPN
cana-6003	106	7	l.	l.	PROPN
cana-6003	106	8	,	,	PUNCT
cana-6003	106	9	okatta	okatta	PROPN
cana-6003	106	10	,	,	PUNCT
cana-6003	106	11	n.	n.	PROPN
cana-6003	106	12	c.	c.	PROPN
cana-6003	106	13	g.	g.	PROPN
cana-6003	106	14	,	,	PUNCT
cana-6003	106	15	&	&	CCONJ
cana-6003	106	16	ajiga	ajiga	NOUN
cana-6003	106	17	,	,	PUNCT
cana-6003	106	18	n.	n.	PROPN
cana-6003	106	19	d.	d.	PROPN
cana-6003	106	20	(	(	PUNCT
cana-6003	106	21	2022	2022	NUM
cana-6003	106	22	)	)	PUNCT
cana-6003	106	23	.	.	PUNCT
cana-6003	107	1	ai	ai	AUX
cana-6003	107	2	-	-	PUNCT
cana-6003	107	3	powered	power	VERB
cana-6003	107	4	hr	hr	NOUN
cana-6003	107	5	analytics	analytic	NOUN
cana-6003	107	6	:	:	PUNCT
cana-6003	107	7	transforming	transform	VERB
cana-6003	107	8	workforce	workforce	NOUN
cana-6003	107	9	optimization	optimization	NOUN
cana-6003	107	10	and	and	CCONJ
cana-6003	107	11	decision	decision	NOUN
cana-6003	107	12	-	-	PUNCT
cana-6003	107	13	making	making	NOUN
cana-6003	107	14	.	.	PUNCT
cana-6003	108	1	international	international	ADJ
cana-6003	108	2	journal	journal	PROPN
cana-6003	108	3	of	of	ADP
cana-6003	108	4	science	science	NOUN
cana-6003	108	5	and	and	CCONJ
cana-6003	108	6	research	research	NOUN
cana-6003	108	7	archive	archive	NOUN
cana-6003	108	8	,	,	PUNCT
cana-6003	108	9	5(2	5(2	NUM
cana-6003	108	10	)	)	PUNCT
cana-6003	108	11	,	,	PUNCT
cana-6003	108	12	338–346	338–346	NUM
cana-6003	108	13	.	.	PUNCT
cana-6003	109	1	https://doi.org/10.30574/ijsra.2022.5.2.0057	https://doi.org/10.30574/ijsra.2022.5.2.0057	PRON
cana-6003	109	2	https://journals.sagepub.com/doi/full/10.1177/1038411119858771	https://journals.sagepub.com/doi/full/10.1177/1038411119858771	ADJ
cana-6003	109	3	https://doi.org/10.30574/ijsra.2022.5.2.0057	https://doi.org/10.30574/ijsra.2022.5.2.0057	ADJ
cana-6003	109	4	communications	communication	NOUN
cana-6003	109	5	on	on	ADP
cana-6003	109	6	applied	apply	VERB
cana-6003	109	7	nonlinear	nonlinear	ADJ
cana-6003	109	8	analysis	analysis	NOUN
cana-6003	109	9	issn	issn	NOUN
cana-6003	109	10	:	:	PUNCT
cana-6003	109	11	1074	1074	NUM
cana-6003	109	12	-	-	PUNCT
cana-6003	109	13	133x	133x	NUM
cana-6003	109	14	vol	vol	NOUN
cana-6003	109	15	32	32	NUM
cana-6003	109	16	no	no	NOUN
cana-6003	109	17	.	.	NOUN
cana-6003	109	18	3	3	NUM
cana-6003	109	19	(	(	PUNCT
cana-6003	109	20	2025	2025	NUM
cana-6003	109	21	)	)	PUNCT
cana-6003	110	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-6003	110	2	1060	1060	NUM
cana-6003	110	3	[	[	X
cana-6003	110	4	5	5	NUM
cana-6003	110	5	]	]	X
cana-6003	110	6	dwivedi	dwivedi	NOUN
cana-6003	110	7	,	,	PUNCT
cana-6003	110	8	y.	y.	PROPN
cana-6003	110	9	k.	k.	PROPN
cana-6003	110	10	,	,	PUNCT
cana-6003	110	11	hughes	hughes	PROPN
cana-6003	110	12	,	,	PUNCT
cana-6003	110	13	l.	l.	PROPN
cana-6003	110	14	,	,	PUNCT
cana-6003	110	15	ismagilova	ismagilova	PROPN
cana-6003	110	16	,	,	PUNCT
cana-6003	110	17	e.	e.	PROPN
cana-6003	110	18	,	,	PUNCT
cana-6003	110	19	aarts	aart	NOUN
cana-6003	110	20	,	,	PUNCT
cana-6003	110	21	g.	g.	PROPN
cana-6003	110	22	,	,	PUNCT
cana-6003	110	23	coombs	coombs	PROPN
cana-6003	110	24	,	,	PUNCT
cana-6003	110	25	c.	c.	PROPN
cana-6003	110	26	,	,	PUNCT
cana-6003	110	27	crick	crick	NOUN
cana-6003	110	28	,	,	PUNCT
cana-6003	110	29	t.	t.	PROPN
cana-6003	110	30	,	,	PUNCT
cana-6003	110	31	.	.	PUNCT
cana-6003	110	32	.	.	PUNCT
cana-6003	110	33	.	.	PUNCT
cana-6003	111	1	eirug	eirug	NOUN
cana-6003	111	2	,	,	PUNCT
cana-6003	111	3	a.	a.	NOUN
cana-6003	111	4	(	(	PUNCT
cana-6003	111	5	2021	2021	NUM
cana-6003	111	6	)	)	PUNCT
cana-6003	111	7	.	.	PUNCT
cana-6003	112	1	artificial	artificial	ADJ
cana-6003	112	2	intelligence	intelligence	NOUN
cana-6003	112	3	(	(	PUNCT
cana-6003	112	4	ai	ai	VERB
cana-6003	112	5	):	):	PUNCT
cana-6003	112	6	multidisciplinary	multidisciplinary	ADJ
cana-6003	112	7	perspectives	perspective	NOUN
cana-6003	112	8	on	on	ADP
cana-6003	112	9	emerging	emerge	VERB
cana-6003	112	10	challenges	challenge	NOUN
cana-6003	112	11	,	,	PUNCT
cana-6003	112	12	opportunities	opportunity	NOUN
cana-6003	112	13	,	,	PUNCT
cana-6003	112	14	and	and	CCONJ
cana-6003	112	15	agenda	agenda	NOUN
cana-6003	112	16	for	for	ADP
cana-6003	112	17	research	research	NOUN
cana-6003	112	18	,	,	PUNCT
cana-6003	112	19	practice	practice	NOUN
cana-6003	112	20	and	and	CCONJ
cana-6003	112	21	policy	policy	NOUN
cana-6003	112	22	.	.	PUNCT
cana-6003	113	1	international	international	ADJ
cana-6003	113	2	journal	journal	PROPN
cana-6003	113	3	of	of	ADP
cana-6003	113	4	information	information	NOUN
cana-6003	113	5	management	management	NOUN
cana-6003	113	6	,	,	PUNCT
cana-6003	113	7	57	57	NUM
cana-6003	113	8	,	,	PUNCT
cana-6003	113	9	101994	101994	NUM
cana-6003	113	10	.	.	PUNCT
cana-6003	114	1	[	[	X
cana-6003	114	2	6	6	NUM
cana-6003	114	3	]	]	X
cana-6003	114	4	karki	karki	PROPN
cana-6003	114	5	d	d	PROPN
cana-6003	114	6	&	&	CCONJ
cana-6003	114	7	purandare	purandare	PROPN
cana-6003	114	8	s.	s.	PROPN
cana-6003	114	9	(	(	PUNCT
cana-6003	114	10	2023	2023	NUM
cana-6003	114	11	)	)	PUNCT
cana-6003	114	12	,	,	PUNCT
cana-6003	114	13	role	role	NOUN
cana-6003	114	14	of	of	ADP
cana-6003	114	15	emotional	emotional	ADJ
cana-6003	114	16	and	and	CCONJ
cana-6003	114	17	artificial	artificial	ADJ
cana-6003	114	18	intelligence	intelligence	NOUN
cana-6003	114	19	in	in	ADP
cana-6003	114	20	employee	employee	NOUN
cana-6003	114	21	performance	performance	NOUN
cana-6003	114	22	:	:	PUNCT
cana-6003	114	23	a	a	DET
cana-6003	114	24	perspective	perspective	NOUN
cana-6003	114	25	from	from	ADP
cana-6003	114	26	indian	indian	ADJ
cana-6003	114	27	service	service	NOUN
cana-6003	114	28	sectors	sector	NOUN
cana-6003	114	29	,	,	PUNCT
cana-6003	114	30	journal	journal	NOUN
cana-6003	114	31	of	of	ADP
cana-6003	114	32	computational	computational	ADJ
cana-6003	114	33	analysis	analysis	NOUN
cana-6003	114	34	and	and	CCONJ
cana-6003	114	35	applications	application	NOUN
cana-6003	114	36	(	(	PUNCT
cana-6003	114	37	jocaaa	jocaaa	NOUN
cana-6003	114	38	)	)	PUNCT
cana-6003	114	39	,	,	PUNCT
cana-6003	114	40	31(2	31(2	NUM
cana-6003	114	41	)	)	PUNCT
cana-6003	114	42	,	,	PUNCT
cana-6003	115	1	467–477	467–477	NUM
cana-6003	116	1	[	[	X
cana-6003	116	2	7	7	NUM
cana-6003	116	3	]	]	X
cana-6003	116	4	lengnick	lengnick	ADJ
cana-6003	116	5	-	-	PUNCT
cana-6003	116	6	hall	hall	NOUN
cana-6003	116	7	,	,	PUNCT
cana-6003	116	8	m.	m.	NOUN
cana-6003	116	9	l.	l.	PROPN
cana-6003	116	10	,	,	PUNCT
cana-6003	116	11	neely	neely	PROPN
cana-6003	116	12	,	,	PUNCT
cana-6003	116	13	a.	a.	PROPN
cana-6003	116	14	r.	r.	PROPN
cana-6003	116	15	,	,	PUNCT
cana-6003	116	16	&	&	CCONJ
cana-6003	116	17	stone	stone	PROPN
cana-6003	116	18	,	,	PUNCT
cana-6003	116	19	c.	c.	PROPN
cana-6003	116	20	b.	b.	PROPN
cana-6003	116	21	(	(	PUNCT
cana-6003	116	22	2018	2018	NUM
cana-6003	116	23	)	)	PUNCT
cana-6003	116	24	.	.	PUNCT
cana-6003	117	1	human	human	ADJ
cana-6003	117	2	resource	resource	NOUN
cana-6003	117	3	management	management	NOUN
cana-6003	117	4	in	in	ADP
cana-6003	117	5	the	the	DET
cana-6003	117	6	digital	digital	ADJ
cana-6003	117	7	age	age	NOUN
cana-6003	117	8	:	:	PUNCT
cana-6003	117	9	big	big	ADJ
cana-6003	117	10	data	datum	NOUN
cana-6003	117	11	,	,	PUNCT
cana-6003	117	12	hr	hr	NOUN
cana-6003	117	13	analytics	analytic	NOUN
cana-6003	117	14	and	and	CCONJ
cana-6003	117	15	artificial	artificial	ADJ
cana-6003	117	16	intelligence	intelligence	NOUN
cana-6003	117	17	.	.	PUNCT
cana-6003	118	1	in	in	ADP
cana-6003	118	2	management	management	NOUN
cana-6003	118	3	and	and	CCONJ
cana-6003	118	4	technological	technological	ADJ
cana-6003	118	5	challenges	challenge	NOUN
cana-6003	118	6	in	in	ADP
cana-6003	118	7	the	the	DET
cana-6003	118	8	digital	digital	ADJ
cana-6003	118	9	age	age	NOUN
cana-6003	118	10	,	,	PUNCT
cana-6003	118	11	1	1	NUM
cana-6003	118	12	-	-	SYM
cana-6003	118	13	30	30	NUM
cana-6003	118	14	,	,	PUNCT
cana-6003	118	15	crc	crc	NOUN
cana-6003	118	16	press	press	NOUN
cana-6003	118	17	.	.	PUNCT
cana-6003	119	1	[	[	X
cana-6003	119	2	8	8	NUM
cana-6003	119	3	]	]	X
cana-6003	119	4	marler	marler	NOUN
cana-6003	119	5	,	,	PUNCT
cana-6003	119	6	j.	j.	PROPN
cana-6003	119	7	h.	h.	PROPN
cana-6003	119	8	,	,	PUNCT
cana-6003	119	9	&	&	CCONJ
cana-6003	119	10	boudreau	boudreau	PROPN
cana-6003	119	11	,	,	PUNCT
cana-6003	119	12	j.	j.	PROPN
cana-6003	119	13	w.	w.	PROPN
cana-6003	119	14	(	(	PUNCT
cana-6003	119	15	2017	2017	NUM
cana-6003	119	16	)	)	PUNCT
cana-6003	119	17	.	.	PUNCT
cana-6003	120	1	an	an	DET
cana-6003	120	2	evidence	evidence	NOUN
cana-6003	120	3	-	-	PUNCT
cana-6003	120	4	based	base	VERB
cana-6003	120	5	review	review	NOUN
cana-6003	120	6	of	of	ADP
cana-6003	120	7	hr	hr	NOUN
cana-6003	120	8	analytics	analytic	NOUN
cana-6003	120	9	.	.	PUNCT
cana-6003	121	1	the	the	DET
cana-6003	121	2	international	international	ADJ
cana-6003	121	3	journal	journal	NOUN
cana-6003	121	4	of	of	ADP
cana-6003	121	5	human	human	ADJ
cana-6003	121	6	resource	resource	NOUN
cana-6003	121	7	management	management	NOUN
cana-6003	121	8	,	,	PUNCT
cana-6003	121	9	28(1	28(1	NOUN
cana-6003	121	10	)	)	PUNCT
cana-6003	121	11	,	,	PUNCT
cana-6003	121	12	3	3	NUM
cana-6003	121	13	-	-	SYM
cana-6003	121	14	26	26	NUM
cana-6003	121	15	.	.	PUNCT
cana-6003	122	1	[	[	X
cana-6003	122	2	9	9	NUM
cana-6003	122	3	]	]	PUNCT
cana-6003	122	4	rožman	rožman	NOUN
cana-6003	122	5	,	,	PUNCT
cana-6003	122	6	m.	m.	NOUN
cana-6003	122	7	,	,	PUNCT
cana-6003	122	8	oreski	oreski	NOUN
cana-6003	122	9	,	,	PUNCT
cana-6003	122	10	d.	d.	PROPN
cana-6003	122	11	,	,	PUNCT
cana-6003	122	12	&	&	CCONJ
cana-6003	122	13	tominc	tominc	PRON
cana-6003	122	14	,	,	PUNCT
cana-6003	122	15	p.	p.	NOUN
cana-6003	122	16	(	(	PUNCT
cana-6003	122	17	2022	2022	NUM
cana-6003	122	18	)	)	PUNCT
cana-6003	122	19	.	.	PUNCT
cana-6003	123	1	integrating	integrate	VERB
cana-6003	123	2	artificial	artificial	ADJ
cana-6003	123	3	intelligence	intelligence	NOUN
cana-6003	123	4	into	into	ADP
cana-6003	123	5	a	a	DET
cana-6003	123	6	talent	talent	NOUN
cana-6003	123	7	management	management	NOUN
cana-6003	123	8	model	model	NOUN
cana-6003	123	9	to	to	PART
cana-6003	123	10	increase	increase	VERB
cana-6003	123	11	the	the	DET
cana-6003	123	12	work	work	NOUN
cana-6003	123	13	engagement	engagement	NOUN
cana-6003	123	14	and	and	CCONJ
cana-6003	123	15	performance	performance	NOUN
cana-6003	123	16	of	of	ADP
cana-6003	123	17	enterprises	enterprise	NOUN
cana-6003	123	18	.	.	PUNCT
cana-6003	124	1	frontiers	frontier	NOUN
cana-6003	124	2	in	in	ADP
cana-6003	124	3	psychology	psychology	NOUN
cana-6003	124	4	,	,	PUNCT
cana-6003	124	5	13	13	NUM
cana-6003	124	6	,	,	PUNCT
cana-6003	124	7	1014434	1014434	NUM
cana-6003	124	8	.	.	PUNCT
cana-6003	125	1	https://doi.org/10.3389/fpsyg.2022.1014434	https://doi.org/10.3389/fpsyg.2022.1014434	PROPN
cana-6003	126	1	[	[	X
cana-6003	126	2	10	10	NUM
cana-6003	126	3	]	]	PUNCT
cana-6003	126	4	purandare	purandare	PROPN
cana-6003	126	5	s.	s.	PROPN
cana-6003	126	6	bhadange	bhadange	PROPN
cana-6003	126	7	s	s	PROPN
cana-6003	126	8	,	,	PUNCT
cana-6003	126	9	sharma	sharma	PROPN
cana-6003	126	10	v.	v.	PROPN
cana-6003	126	11	(	(	PUNCT
cana-6003	126	12	2024	2024	NUM
cana-6003	126	13	)	)	PUNCT
cana-6003	126	14	,	,	PUNCT
cana-6003	126	15	impact	impact	NOUN
cana-6003	126	16	of	of	ADP
cana-6003	126	17	artificial	artificial	ADJ
cana-6003	126	18	intelligence	intelligence	NOUN
cana-6003	126	19	on	on	ADP
cana-6003	126	20	employee	employee	NOUN
cana-6003	126	21	onboarding	onboarding	NOUN
cana-6003	126	22	programs	program	NOUN
cana-6003	126	23	.	.	PUNCT
cana-6003	127	1	educational	educational	ADJ
cana-6003	127	2	administration	administration	NOUN
cana-6003	127	3	:	:	PUNCT
cana-6003	127	4	theory	theory	NOUN
cana-6003	127	5	and	and	CCONJ
cana-6003	127	6	practice	practice	NOUN
cana-6003	127	7	,	,	PUNCT
cana-6003	127	8	30(3	30(3	NUM
cana-6003	127	9	)	)	PUNCT
cana-6003	127	10	,	,	PUNCT
cana-6003	127	11	3344–3348	3344–3348	NUM
cana-6003	127	12	.	.	PUNCT
cana-6003	127	13	https://doi.org/10.53555/kuey.v30i3.10274	https://doi.org/10.53555/kuey.v30i3.10274	X
cana-6003	128	1	[	[	X
cana-6003	128	2	11	11	NUM
cana-6003	128	3	]	]	X
cana-6003	128	4	srimulyani	srimulyani	X
cana-6003	128	5	,	,	PUNCT
cana-6003	128	6	v.	v.	ADP
cana-6003	128	7	a.	a.	PROPN
cana-6003	128	8	,	,	PUNCT
cana-6003	128	9	&	&	CCONJ
cana-6003	128	10	hermanto	hermanto	PROPN
cana-6003	128	11	,	,	PUNCT
cana-6003	128	12	y.	y.	PROPN
cana-6003	128	13	b.	b.	PROPN
cana-6003	128	14	(	(	PUNCT
cana-6003	128	15	2022	2022	NUM
cana-6003	128	16	)	)	PUNCT
cana-6003	128	17	.	.	PUNCT
cana-6003	129	1	analysis	analysis	NOUN
cana-6003	129	2	of	of	ADP
cana-6003	129	3	employee	employee	NOUN
cana-6003	129	4	engagement	engagement	NOUN
cana-6003	129	5	as	as	ADP
cana-6003	129	6	a	a	DET
cana-6003	129	7	mediator	mediator	NOUN
cana-6003	129	8	of	of	ADP
cana-6003	129	9	the	the	DET
cana-6003	129	10	relationship	relationship	NOUN
cana-6003	129	11	between	between	ADP
cana-6003	129	12	perceived	perceive	VERB
cana-6003	129	13	organizational	organizational	ADJ
cana-6003	129	14	support	support	NOUN
cana-6003	129	15	,	,	PUNCT
cana-6003	129	16	organizational	organizational	ADJ
cana-6003	129	17	justice	justice	NOUN
cana-6003	129	18	,	,	PUNCT
cana-6003	129	19	and	and	CCONJ
cana-6003	129	20	servant	servant	ADJ
cana-6003	129	21	leadership	leadership	NOUN
cana-6003	129	22	with	with	ADP
cana-6003	129	23	organizational	organizational	ADJ
cana-6003	129	24	citizenship	citizenship	NOUN
cana-6003	129	25	behaviour	behaviour	NOUN
cana-6003	129	26	.	.	PUNCT
cana-6003	130	1	journal	journal	PROPN
cana-6003	130	2	dinamika	dinamika	PROPN
cana-6003	130	3	manajemen	manajemen	PROPN
cana-6003	130	4	,	,	PUNCT
cana-6003	130	5	13(2	13(2	PROPN
cana-6003	130	6	)	)	PUNCT
cana-6003	130	7	,	,	PUNCT
cana-6003	130	8	202220	202220	NUM
cana-6003	130	9	.	.	PUNCT
cana-6003	131	1	[	[	X
cana-6003	131	2	12	12	NUM
cana-6003	131	3	]	]	X
cana-6003	131	4	jiang	jiang	PROPN
cana-6003	131	5	,	,	PUNCT
cana-6003	131	6	y.	y.	PROPN
cana-6003	131	7	,	,	PUNCT
cana-6003	131	8	&	&	CCONJ
cana-6003	131	9	akdere	akdere	ADV
cana-6003	131	10	,	,	PUNCT
cana-6003	131	11	m.	m.	NOUN
cana-6003	131	12	(	(	PUNCT
cana-6003	131	13	2022	2022	NUM
cana-6003	131	14	)	)	PUNCT
cana-6003	131	15	.	.	PUNCT
cana-6003	132	1	an	an	DET
cana-6003	132	2	operational	operational	ADJ
cana-6003	132	3	conceptualization	conceptualization	NOUN
cana-6003	132	4	of	of	ADP
cana-6003	132	5	human	human	ADJ
cana-6003	132	6	resource	resource	NOUN
cana-6003	132	7	analytics	analytic	NOUN
cana-6003	132	8	:	:	PUNCT
cana-6003	132	9	implications	implication	NOUN
cana-6003	132	10	for	for	ADP
cana-6003	132	11	in	in	ADP
cana-6003	132	12	human	human	ADJ
cana-6003	132	13	resource	resource	NOUN
cana-6003	132	14	development	development	NOUN
cana-6003	132	15	.	.	PUNCT
cana-6003	133	1	industrial	industrial	ADJ
cana-6003	133	2	and	and	CCONJ
cana-6003	133	3	commercial	commercial	ADJ
cana-6003	133	4	training	training	NOUN
cana-6003	133	5	,	,	PUNCT
cana-6003	133	6	54(1	54(1	NUM
cana-6003	133	7	)	)	PUNCT
cana-6003	133	8	,	,	PUNCT
cana-6003	133	9	183200	183200	NUM
cana-6003	133	10	.	.	PUNCT
cana-6003	134	1	https://www.emerald.com/insight/content/doi/10.1108/ict-04-2021-0028/full/html	https://www.emerald.com/insight/content/doi/10.1108/ict-04-2021-0028/full/html	PROPN
cana-6003	134	2	https://doi.org/10.3389/fpsyg.2022.1014434	https://doi.org/10.3389/fpsyg.2022.1014434	PROPN
cana-6003	134	3	https://doi.org/10.53555/kuey.v30i3.10274	https://doi.org/10.53555/kuey.v30i3.10274	NUM
cana-6003	134	4	https://www.emerald.com/insight/content/doi/10.1108/ict-04-2021-0028/full/html	https://www.emerald.com/insight/content/doi/10.1108/ict-04-2021-0028/full/html	PUNCT