id	sid	tid	token	lemma	pos
cana-3214	1	1	communications	communication	NOUN
cana-3214	1	2	on	on	ADP
cana-3214	1	3	applied	apply	VERB
cana-3214	1	4	nonlinear	nonlinear	ADJ
cana-3214	1	5	analysis	analysis	NOUN
cana-3214	1	6	issn	issn	NOUN
cana-3214	1	7	:	:	PUNCT
cana-3214	1	8	1074	1074	NUM
cana-3214	1	9	-	-	PUNCT
cana-3214	1	10	133x	133x	NUM
cana-3214	1	11	vol	vol	NOUN
cana-3214	1	12	32	32	NUM
cana-3214	1	13	no	no	NOUN
cana-3214	1	14	.	.	PUNCT
cana-3214	2	1	6s	6s	NUM
cana-3214	2	2	(	(	PUNCT
cana-3214	2	3	2025	2025	NUM
cana-3214	2	4	)	)	PUNCT
cana-3214	2	5	1	1	NUM
cana-3214	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	2	7	exploring	explore	VERB
cana-3214	2	8	the	the	DET
cana-3214	2	9	impact	impact	NOUN
cana-3214	2	10	of	of	ADP
cana-3214	2	11	ai	ai	NOUN
cana-3214	2	12	-	-	PUNCT
cana-3214	2	13	based	base	VERB
cana-3214	2	14	knowledge	knowledge	NOUN
cana-3214	2	15	management	management	NOUN
cana-3214	2	16	tools	tool	NOUN
cana-3214	2	17	in	in	ADP
cana-3214	2	18	higher	high	ADJ
cana-3214	2	19	education	education	NOUN
cana-3214	2	20	institutions	institution	NOUN
cana-3214	2	21	haftom	haftom	PROPN
cana-3214	2	22	gebregziabher1	gebregziabher1	PROPN
cana-3214	2	23	,	,	PUNCT
cana-3214	2	24	dr.dusan	dr.dusan	X
cana-3214	2	25	lesjak2	lesjak2	PROPN
cana-3214	2	26	,	,	PUNCT
cana-3214	2	27	dr	dr	PROPN
cana-3214	2	28	.	.	PROPN
cana-3214	2	29	andrej	andrej	PROPN
cana-3214	2	30	flogi	flogi	PROPN
cana-3214	2	31	3	3	NUM
cana-3214	2	32	,	,	PUNCT
cana-3214	2	33	ravindra	ravindra	PROPN
cana-3214	2	34	babu.b	babu.b	PROPN
cana-3214	2	35	4	4	NUM
cana-3214	2	36	1assistant	1assistant	NUM
cana-3214	2	37	professor	professor	NOUN
cana-3214	2	38	of	of	ADP
cana-3214	2	39	it	it	PRON
cana-3214	2	40	,	,	PUNCT
cana-3214	2	41	fdre	fdre	NOUN
cana-3214	2	42	tvti	tvti	VERB
cana-3214	2	43	,	,	PUNCT
cana-3214	2	44	addis	addis	PROPN
cana-3214	2	45	ababa	ababa	PROPN
cana-3214	2	46	,	,	PUNCT
cana-3214	2	47	ethiopia	ethiopia	PROPN
cana-3214	2	48	.	.	PUNCT
cana-3214	3	1	e	e	X
cana-3214	3	2	-	-	NOUN
cana-3214	3	3	mail	mail	NOUN
cana-3214	3	4	:	:	PUNCT
cana-3214	3	5	haftom.gebregziabher@ethernet.edu.et	haftom.gebregziabher@ethernet.edu.et	NOUN
cana-3214	3	6	2prof	2prof	NUM
cana-3214	3	7	.	.	PUNCT
cana-3214	3	8	of	of	ADP
cana-3214	3	9	management	management	NOUN
cana-3214	3	10	international	international	ADJ
cana-3214	3	11	school	school	NOUN
cana-3214	3	12	social	social	ADJ
cana-3214	3	13	and	and	CCONJ
cana-3214	3	14	business	business	NOUN
cana-3214	3	15	studies	study	NOUN
cana-3214	3	16	,	,	PUNCT
cana-3214	3	17	celji	celji	NOUN
cana-3214	3	18	,	,	PUNCT
cana-3214	3	19	slovenia	slovenia	PROPN
cana-3214	4	1	.	.	PUNCT
cana-3214	4	2	email	email	NOUN
cana-3214	4	3	:	:	PUNCT
cana-3214	4	4	dusan.lesjak@guest.arnes.si	dusan.lesjak@guest.arnes.si	PROPN
cana-3214	4	5	3ass	3ass	PROPN
cana-3214	4	6	.	.	PUNCT
cana-3214	5	1	prof	prof	PROPN
cana-3214	5	2	.	.	PROPN
cana-3214	6	1	of	of	ADP
cana-3214	6	2	education	education	NOUN
cana-3214	6	3	science	science	NOUN
cana-3214	6	4	at	at	ADP
cana-3214	6	5	the	the	DET
cana-3214	6	6	university	university	PROPN
cana-3214	6	7	of	of	ADP
cana-3214	6	8	maribor	maribor	PROPN
cana-3214	6	9	,	,	PUNCT
cana-3214	6	10	slovenia	slovenia	PROPN
cana-3214	6	11	.	.	PUNCT
cana-3214	6	12	email	email	NOUN
cana-3214	6	13	:	:	PUNCT
cana-3214	6	14	andrej.flogie@z-ams.si	andrej.flogie@z-ams.si	PROPN
cana-3214	6	15	4ict	4ict	PROPN
cana-3214	6	16	department	department	PROPN
cana-3214	6	17	,	,	PUNCT
cana-3214	6	18	fdre	fdre	NOUN
cana-3214	6	19	tvti	tvti	VERB
cana-3214	6	20	,	,	PUNCT
cana-3214	6	21	addis	addis	PROPN
cana-3214	6	22	ababa	ababa	PROPN
cana-3214	6	23	,	,	PUNCT
cana-3214	6	24	ethiopia	ethiopia	PROPN
cana-3214	6	25	.	.	PUNCT
cana-3214	7	1	e	e	X
cana-3214	7	2	-	-	NOUN
cana-3214	7	3	mail	mail	NOUN
cana-3214	7	4	:	:	PUNCT
cana-3214	7	5	ravindrababu4u@yahoo.com	ravindrababu4u@yahoo.com	PROPN
cana-3214	7	6	article	article	PROPN
cana-3214	7	7	history	history	NOUN
cana-3214	7	8	:	:	PUNCT
cana-3214	7	9	received	receive	VERB
cana-3214	7	10	:	:	PUNCT
cana-3214	7	11	11	11	NUM
cana-3214	7	12	-	-	SYM
cana-3214	7	13	10	10	NUM
cana-3214	7	14	-	-	PUNCT
cana-3214	7	15	2024	2024	NUM
cana-3214	7	16	revised	revise	VERB
cana-3214	7	17	:	:	PUNCT
cana-3214	7	18	25	25	NUM
cana-3214	7	19	-	-	SYM
cana-3214	7	20	11	11	NUM
cana-3214	7	21	-	-	PUNCT
cana-3214	7	22	2024	2024	NUM
cana-3214	7	23	accepted	accept	VERB
cana-3214	7	24	:	:	PUNCT
cana-3214	7	25	04	04	NUM
cana-3214	7	26	-	-	SYM
cana-3214	7	27	12	12	NUM
cana-3214	7	28	-	-	PUNCT
cana-3214	7	29	2024	2024	NUM
cana-3214	7	30	abstract	abstract	NOUN
cana-3214	7	31	:	:	PUNCT
cana-3214	7	32	this	this	DET
cana-3214	7	33	study	study	NOUN
cana-3214	7	34	looks	look	VERB
cana-3214	7	35	at	at	ADP
cana-3214	7	36	how	how	SCONJ
cana-3214	7	37	well	well	ADV
cana-3214	7	38	ai	ai	VERB
cana-3214	7	39	-	-	PUNCT
cana-3214	7	40	based	base	VERB
cana-3214	7	41	knowledge	knowledge	NOUN
cana-3214	7	42	management	management	NOUN
cana-3214	7	43	(	(	PUNCT
cana-3214	7	44	km	km	NOUN
cana-3214	7	45	)	)	PUNCT
cana-3214	7	46	tools	tool	NOUN
cana-3214	7	47	work	work	VERB
cana-3214	7	48	in	in	ADP
cana-3214	7	49	higher	high	ADJ
cana-3214	7	50	education	education	NOUN
cana-3214	7	51	institutions	institution	NOUN
cana-3214	7	52	(	(	PUNCT
cana-3214	7	53	heis	heis	PROPN
cana-3214	7	54	)	)	PUNCT
cana-3214	7	55	.	.	PUNCT
cana-3214	8	1	there	there	PRON
cana-3214	8	2	is	be	VERB
cana-3214	8	3	a	a	DET
cana-3214	8	4	big	big	ADJ
cana-3214	8	5	gap	gap	NOUN
cana-3214	8	6	in	in	ADP
cana-3214	8	7	knowing	know	VERB
cana-3214	8	8	how	how	SCONJ
cana-3214	8	9	these	these	DET
cana-3214	8	10	tools	tool	NOUN
cana-3214	8	11	affect	affect	VERB
cana-3214	8	12	education	education	NOUN
cana-3214	8	13	.	.	PUNCT
cana-3214	9	1	as	as	SCONJ
cana-3214	9	2	education	education	NOUN
cana-3214	9	3	technologies	technology	NOUN
cana-3214	9	4	change	change	VERB
cana-3214	9	5	,	,	PUNCT
cana-3214	9	6	it	it	PRON
cana-3214	9	7	is	be	AUX
cana-3214	9	8	important	important	ADJ
cana-3214	9	9	to	to	PART
cana-3214	9	10	understand	understand	VERB
cana-3214	9	11	how	how	SCONJ
cana-3214	9	12	these	these	DET
cana-3214	9	13	tools	tool	NOUN
cana-3214	9	14	help	help	VERB
cana-3214	9	15	improve	improve	VERB
cana-3214	9	16	learning	learn	VERB
cana-3214	9	17	.	.	PUNCT
cana-3214	10	1	we	we	PRON
cana-3214	10	2	used	use	VERB
cana-3214	10	3	a	a	DET
cana-3214	10	4	survey	survey	NOUN
cana-3214	10	5	to	to	PART
cana-3214	10	6	gather	gather	VERB
cana-3214	10	7	views	view	NOUN
cana-3214	10	8	from	from	ADP
cana-3214	10	9	four	four	NUM
cana-3214	10	10	main	main	ADJ
cana-3214	10	11	groups	group	NOUN
cana-3214	10	12	:	:	PUNCT
cana-3214	10	13	administrators	administrator	NOUN
cana-3214	10	14	,	,	PUNCT
cana-3214	10	15	management	management	NOUN
cana-3214	10	16	,	,	PUNCT
cana-3214	10	17	students	student	NOUN
cana-3214	10	18	,	,	PUNCT
cana-3214	10	19	and	and	CCONJ
cana-3214	10	20	teachers	teacher	NOUN
cana-3214	10	21	.	.	PUNCT
cana-3214	11	1	each	each	DET
cana-3214	11	2	group	group	NOUN
cana-3214	11	3	shared	share	VERB
cana-3214	11	4	how	how	SCONJ
cana-3214	11	5	they	they	PRON
cana-3214	11	6	use	use	VERB
cana-3214	11	7	and	and	CCONJ
cana-3214	11	8	find	find	VERB
cana-3214	11	9	km	km	NOUN
cana-3214	11	10	tools	tool	NOUN
cana-3214	11	11	helpful	helpful	ADJ
cana-3214	11	12	.	.	PUNCT
cana-3214	12	1	we	we	PRON
cana-3214	12	2	collected	collect	VERB
cana-3214	12	3	data	datum	NOUN
cana-3214	12	4	through	through	ADP
cana-3214	12	5	structured	structured	ADJ
cana-3214	12	6	surveys	survey	NOUN
cana-3214	12	7	and	and	CCONJ
cana-3214	12	8	used	use	VERB
cana-3214	12	9	different	different	ADJ
cana-3214	12	10	statistical	statistical	ADJ
cana-3214	12	11	tests	test	NOUN
cana-3214	12	12	like	like	ADP
cana-3214	12	13	descriptive	descriptive	ADJ
cana-3214	12	14	statistics	statistic	NOUN
cana-3214	12	15	,	,	PUNCT
cana-3214	12	16	mann	mann	PROPN
cana-3214	12	17	-	-	PUNCT
cana-3214	12	18	whitney	whitney	PROPN
cana-3214	12	19	u	u	PROPN
cana-3214	12	20	tests	test	NOUN
cana-3214	12	21	,	,	PUNCT
cana-3214	12	22	kruskalwallis	kruskalwalli	VERB
cana-3214	12	23	h	h	NOUN
cana-3214	12	24	tests	test	NOUN
cana-3214	12	25	,	,	PUNCT
cana-3214	12	26	and	and	CCONJ
cana-3214	12	27	chi	chi	ADJ
cana-3214	12	28	-	-	PUNCT
cana-3214	12	29	square	square	ADJ
cana-3214	12	30	tests	test	NOUN
cana-3214	12	31	to	to	PART
cana-3214	12	32	analyze	analyze	VERB
cana-3214	12	33	the	the	DET
cana-3214	12	34	results	result	NOUN
cana-3214	12	35	.	.	PUNCT
cana-3214	13	1	the	the	DET
cana-3214	13	2	study	study	NOUN
cana-3214	13	3	showed	show	VERB
cana-3214	13	4	that	that	SCONJ
cana-3214	13	5	aibased	aibased	ADJ
cana-3214	13	6	km	km	NOUN
cana-3214	13	7	tools	tool	NOUN
cana-3214	13	8	help	help	NOUN
cana-3214	13	9	heis	heis	VERB
cana-3214	13	10	adapt	adapt	VERB
cana-3214	13	11	better	well	ADV
cana-3214	13	12	to	to	ADP
cana-3214	13	13	global	global	ADJ
cana-3214	13	14	changes	change	NOUN
cana-3214	13	15	and	and	CCONJ
cana-3214	13	16	improve	improve	VERB
cana-3214	13	17	remote	remote	ADJ
cana-3214	13	18	learning	learning	NOUN
cana-3214	13	19	and	and	CCONJ
cana-3214	13	20	student	student	NOUN
cana-3214	13	21	motivation	motivation	NOUN
cana-3214	13	22	.	.	PUNCT
cana-3214	14	1	however	however	ADV
cana-3214	14	2	,	,	PUNCT
cana-3214	14	3	the	the	DET
cana-3214	14	4	results	result	NOUN
cana-3214	14	5	were	be	AUX
cana-3214	14	6	mixed	mix	VERB
cana-3214	14	7	on	on	ADP
cana-3214	14	8	how	how	SCONJ
cana-3214	14	9	well	well	ADV
cana-3214	14	10	these	these	DET
cana-3214	14	11	tools	tool	NOUN
cana-3214	14	12	improve	improve	VERB
cana-3214	14	13	km	km	NOUN
cana-3214	14	14	processes	process	NOUN
cana-3214	14	15	and	and	CCONJ
cana-3214	14	16	meet	meet	VERB
cana-3214	14	17	industry	industry	NOUN
cana-3214	14	18	standards	standard	NOUN
cana-3214	14	19	.	.	PUNCT
cana-3214	15	1	this	this	PRON
cana-3214	15	2	shows	show	VERB
cana-3214	15	3	there	there	PRON
cana-3214	15	4	is	be	VERB
cana-3214	15	5	still	still	ADV
cana-3214	15	6	room	room	NOUN
cana-3214	15	7	for	for	ADP
cana-3214	15	8	improvement	improvement	NOUN
cana-3214	15	9	.	.	PUNCT
cana-3214	16	1	the	the	DET
cana-3214	16	2	findings	finding	NOUN
cana-3214	16	3	are	be	AUX
cana-3214	16	4	important	important	ADJ
cana-3214	16	5	.	.	PUNCT
cana-3214	17	1	they	they	PRON
cana-3214	17	2	suggest	suggest	VERB
cana-3214	17	3	that	that	SCONJ
cana-3214	17	4	while	while	SCONJ
cana-3214	17	5	ai	ai	AUX
cana-3214	17	6	-	-	PUNCT
cana-3214	17	7	based	base	VERB
cana-3214	17	8	km	km	NOUN
cana-3214	17	9	tools	tool	NOUN
cana-3214	17	10	can	can	AUX
cana-3214	17	11	greatly	greatly	ADV
cana-3214	17	12	improve	improve	VERB
cana-3214	17	13	education	education	NOUN
cana-3214	17	14	,	,	PUNCT
cana-3214	17	15	their	their	PRON
cana-3214	17	16	use	use	NOUN
cana-3214	17	17	needs	need	VERB
cana-3214	17	18	to	to	PART
cana-3214	17	19	be	be	AUX
cana-3214	17	20	carefully	carefully	ADV
cana-3214	17	21	planned	plan	VERB
cana-3214	17	22	to	to	PART
cana-3214	17	23	meet	meet	VERB
cana-3214	17	24	specific	specific	ADJ
cana-3214	17	25	educational	educational	ADJ
cana-3214	17	26	needs	need	NOUN
cana-3214	17	27	.	.	PUNCT
cana-3214	18	1	this	this	DET
cana-3214	18	2	research	research	NOUN
cana-3214	18	3	helps	help	VERB
cana-3214	18	4	us	we	PRON
cana-3214	18	5	understand	understand	VERB
cana-3214	18	6	ai	ai	VERB
cana-3214	18	7	in	in	ADP
cana-3214	18	8	education	education	NOUN
cana-3214	18	9	better	well	ADV
cana-3214	18	10	and	and	CCONJ
cana-3214	18	11	guides	guide	NOUN
cana-3214	18	12	heis	heis	VERB
cana-3214	18	13	in	in	ADP
cana-3214	18	14	using	use	VERB
cana-3214	18	15	km	km	NOUN
cana-3214	18	16	technologies	technology	NOUN
cana-3214	18	17	effectively	effectively	ADV
cana-3214	18	18	.	.	PUNCT
cana-3214	19	1	keywords	keyword	NOUN
cana-3214	19	2	:	:	PUNCT
cana-3214	19	3	ai	ai	VERB
cana-3214	19	4	-	-	PUNCT
cana-3214	19	5	based	base	VERB
cana-3214	19	6	knowledge	knowledge	NOUN
cana-3214	19	7	management	management	NOUN
cana-3214	19	8	,	,	PUNCT
cana-3214	19	9	higher	high	ADJ
cana-3214	19	10	education	education	NOUN
cana-3214	19	11	,	,	PUNCT
cana-3214	19	12	survey	survey	VERB
cana-3214	19	13	analysis	analysis	NOUN
cana-3214	19	14	,	,	PUNCT
cana-3214	19	15	educational	educational	ADJ
cana-3214	19	16	technology	technology	NOUN
cana-3214	19	17	,	,	PUNCT
cana-3214	19	18	adaptive	adaptive	ADJ
cana-3214	19	19	learning	learning	NOUN
cana-3214	19	20	.	.	PUNCT
cana-3214	20	1	introduction	introduction	NOUN
cana-3214	20	2	artificial	artificial	ADJ
cana-3214	20	3	intelligence	intelligence	NOUN
cana-3214	20	4	(	(	PUNCT
cana-3214	20	5	ai	ai	NOUN
cana-3214	20	6	)	)	PUNCT
cana-3214	20	7	has	have	AUX
cana-3214	20	8	brought	bring	VERB
cana-3214	20	9	big	big	ADJ
cana-3214	20	10	changes	change	NOUN
cana-3214	20	11	in	in	ADP
cana-3214	20	12	many	many	ADJ
cana-3214	20	13	fields	field	NOUN
cana-3214	20	14	,	,	PUNCT
cana-3214	20	15	including	include	VERB
cana-3214	20	16	education	education	NOUN
cana-3214	20	17	.	.	PUNCT
cana-3214	21	1	ai	ai	VERB
cana-3214	21	2	-	-	PUNCT
cana-3214	21	3	based	base	VERB
cana-3214	21	4	knowledge	knowledge	NOUN
cana-3214	21	5	management	management	NOUN
cana-3214	21	6	(	(	PUNCT
cana-3214	21	7	km	km	NOUN
cana-3214	21	8	)	)	PUNCT
cana-3214	21	9	tools	tool	NOUN
cana-3214	21	10	help	help	AUX
cana-3214	21	11	organize	organize	VERB
cana-3214	21	12	,	,	PUNCT
cana-3214	21	13	store	store	NOUN
cana-3214	21	14	,	,	PUNCT
cana-3214	21	15	and	and	CCONJ
cana-3214	21	16	find	find	VERB
cana-3214	21	17	knowledge	knowledge	NOUN
cana-3214	21	18	in	in	ADP
cana-3214	21	19	institutions	institution	NOUN
cana-3214	21	20	,	,	PUNCT
cana-3214	21	21	making	make	VERB
cana-3214	21	22	learning	learning	NOUN
cana-3214	21	23	and	and	CCONJ
cana-3214	21	24	administration	administration	NOUN
cana-3214	21	25	better	well	ADV
cana-3214	21	26	.	.	PUNCT
cana-3214	22	1	higher	high	ADJ
cana-3214	22	2	education	education	NOUN
cana-3214	22	3	institutions	institution	NOUN
cana-3214	22	4	(	(	PUNCT
cana-3214	22	5	heis	heis	PROPN
cana-3214	22	6	)	)	PUNCT
cana-3214	22	7	are	be	AUX
cana-3214	22	8	using	use	VERB
cana-3214	22	9	these	these	DET
cana-3214	22	10	tools	tool	NOUN
cana-3214	22	11	more	more	ADJ
cana-3214	22	12	to	to	PART
cana-3214	22	13	handle	handle	VERB
cana-3214	22	14	large	large	ADJ
cana-3214	22	15	amounts	amount	NOUN
cana-3214	22	16	of	of	ADP
cana-3214	22	17	data	datum	NOUN
cana-3214	22	18	,	,	PUNCT
cana-3214	22	19	smooth	smooth	ADJ
cana-3214	22	20	operations	operation	NOUN
cana-3214	22	21	,	,	PUNCT
cana-3214	22	22	and	and	CCONJ
cana-3214	22	23	improve	improve	VERB
cana-3214	22	24	educational	educational	ADJ
cana-3214	22	25	results	result	NOUN
cana-3214	22	26	.	.	PUNCT
cana-3214	23	1	but	but	CCONJ
cana-3214	23	2	we	we	PRON
cana-3214	23	3	need	need	VERB
cana-3214	23	4	to	to	PART
cana-3214	23	5	study	study	VERB
cana-3214	23	6	how	how	SCONJ
cana-3214	23	7	well	well	ADV
cana-3214	23	8	these	these	DET
cana-3214	23	9	tools	tool	NOUN
cana-3214	23	10	work	work	VERB
cana-3214	23	11	in	in	ADP
cana-3214	23	12	real	real	ADJ
cana-3214	23	13	educational	educational	ADJ
cana-3214	23	14	settings	setting	NOUN
cana-3214	23	15	.	.	PUNCT
cana-3214	24	1	ravindra	ravindra	PROPN
cana-3214	24	2	r.	r.	PROPN
cana-3214	24	3	dharamshi	dharamshi	PROPN
cana-3214	24	4	et	et	PROPN
cana-3214	24	5	al	al	PROPN
cana-3214	24	6	.	.	PUNCT
cana-3214	25	1	[	[	X
cana-3214	25	2	1	1	X
cana-3214	25	3	]	]	PUNCT
cana-3214	25	4	delve	delve	VERB
cana-3214	25	5	into	into	ADP
cana-3214	25	6	the	the	DET
cana-3214	25	7	impact	impact	NOUN
cana-3214	25	8	of	of	ADP
cana-3214	25	9	ai	ai	VERB
cana-3214	25	10	in	in	ADP
cana-3214	25	11	educational	educational	ADJ
cana-3214	25	12	ecosystems	ecosystem	NOUN
cana-3214	25	13	,	,	PUNCT
cana-3214	25	14	particularly	particularly	ADV
cana-3214	25	15	in	in	ADP
cana-3214	25	16	higher	high	ADJ
cana-3214	25	17	education	education	NOUN
cana-3214	25	18	.	.	PUNCT
cana-3214	26	1	their	their	PRON
cana-3214	26	2	research	research	NOUN
cana-3214	26	3	highlights	highlight	NOUN
cana-3214	26	4	how	how	SCONJ
cana-3214	26	5	ai	ai	AUX
cana-3214	26	6	-	-	PUNCT
cana-3214	26	7	powered	power	VERB
cana-3214	26	8	adaptive	adaptive	ADJ
cana-3214	26	9	learning	learning	NOUN
cana-3214	26	10	platforms	platform	NOUN
cana-3214	26	11	revolutionize	revolutionize	VERB
cana-3214	26	12	education	education	PROPN
cana-3214	26	13	,	,	PUNCT
cana-3214	26	14	using	use	VERB
cana-3214	26	15	a	a	DET
cana-3214	26	16	variety	variety	NOUN
cana-3214	26	17	of	of	ADP
cana-3214	26	18	case	case	NOUN
cana-3214	26	19	studies	study	NOUN
cana-3214	26	20	and	and	CCONJ
cana-3214	26	21	empirical	empirical	ADJ
cana-3214	26	22	data	datum	NOUN
cana-3214	26	23	to	to	PART
cana-3214	26	24	demonstrate	demonstrate	VERB
cana-3214	26	25	that	that	SCONJ
cana-3214	26	26	tools	tool	NOUN
cana-3214	26	27	like	like	ADP
cana-3214	26	28	chatgpt	chatgpt	NOUN
cana-3214	26	29	enhance	enhance	NOUN
cana-3214	26	30	student	student	NOUN
cana-3214	26	31	engagement	engagement	NOUN
cana-3214	26	32	and	and	CCONJ
cana-3214	26	33	personalized	personalized	ADJ
cana-3214	26	34	learning	learning	NOUN
cana-3214	26	35	experiences	experience	NOUN
cana-3214	26	36	.	.	PUNCT
cana-3214	27	1	amy	amy	PROPN
cana-3214	27	2	emanuel	emanuel	PROPN
cana-3214	27	3	et	et	PROPN
cana-3214	27	4	al	al	PROPN
cana-3214	27	5	.	.	PUNCT
cana-3214	28	1	[	[	X
cana-3214	28	2	2	2	X
cana-3214	28	3	]	]	PUNCT
cana-3214	28	4	discuss	discuss	VERB
cana-3214	28	5	the	the	DET
cana-3214	28	6	profound	profound	ADJ
cana-3214	28	7	impact	impact	NOUN
cana-3214	28	8	of	of	ADP
cana-3214	28	9	ai	ai	VERB
cana-3214	28	10	on	on	ADP
cana-3214	28	11	higher	high	ADJ
cana-3214	28	12	education	education	NOUN
cana-3214	28	13	,	,	PUNCT
cana-3214	28	14	exploring	explore	VERB
cana-3214	28	15	the	the	DET
cana-3214	28	16	relationship	relationship	NOUN
cana-3214	28	17	between	between	ADP
cana-3214	28	18	ai	ai	ADJ
cana-3214	28	19	tools	tool	NOUN
cana-3214	28	20	and	and	CCONJ
cana-3214	28	21	learning	learn	VERB
cana-3214	28	22	outcomes	outcome	NOUN
cana-3214	28	23	.	.	PUNCT
cana-3214	29	1	using	use	VERB
cana-3214	29	2	qualitative	qualitative	ADJ
cana-3214	29	3	analysis	analysis	NOUN
cana-3214	29	4	,	,	PUNCT
cana-3214	29	5	they	they	PRON
cana-3214	29	6	find	find	VERB
cana-3214	29	7	that	that	SCONJ
cana-3214	29	8	ai	ai	VERB
cana-3214	29	9	and	and	CCONJ
cana-3214	29	10	genai	genai	ADJ
cana-3214	29	11	are	be	AUX
cana-3214	29	12	transforming	transform	VERB
cana-3214	29	13	higher	high	ADJ
cana-3214	29	14	education	education	NOUN
cana-3214	29	15	by	by	ADP
cana-3214	29	16	enhancing	enhance	VERB
cana-3214	29	17	both	both	DET
cana-3214	29	18	teaching	teaching	NOUN
cana-3214	29	19	and	and	CCONJ
cana-3214	29	20	administrative	administrative	ADJ
cana-3214	29	21	processes	process	NOUN
cana-3214	29	22	.	.	PUNCT
cana-3214	30	1	bongs	bong	NOUN
cana-3214	30	2	lainjo	lainjo	VERB
cana-3214	30	3	[	[	X
cana-3214	30	4	3	3	NUM
cana-3214	30	5	]	]	PUNCT
cana-3214	30	6	offers	offer	VERB
cana-3214	30	7	a	a	DET
cana-3214	30	8	mailto:dusan.lesjak@guest.arnes.si	mailto:dusan.lesjak@guest.arnes.si	PROPN
cana-3214	30	9	communications	communication	NOUN
cana-3214	30	10	on	on	ADP
cana-3214	30	11	applied	apply	VERB
cana-3214	30	12	nonlinear	nonlinear	ADJ
cana-3214	30	13	analysis	analysis	NOUN
cana-3214	30	14	issn	issn	NOUN
cana-3214	30	15	:	:	PUNCT
cana-3214	30	16	1074	1074	NUM
cana-3214	30	17	-	-	PUNCT
cana-3214	30	18	133x	133x	NUM
cana-3214	30	19	vol	vol	NOUN
cana-3214	30	20	32	32	NUM
cana-3214	30	21	no	no	NOUN
cana-3214	30	22	.	.	PUNCT
cana-3214	31	1	6s	6s	NUM
cana-3214	31	2	(	(	PUNCT
cana-3214	31	3	2025	2025	NUM
cana-3214	31	4	)	)	PUNCT
cana-3214	31	5	2	2	NUM
cana-3214	31	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	31	7	historical	historical	ADJ
cana-3214	31	8	perspective	perspective	NOUN
cana-3214	31	9	and	and	CCONJ
cana-3214	31	10	contemporary	contemporary	ADJ
cana-3214	31	11	analysis	analysis	NOUN
cana-3214	31	12	of	of	ADP
cana-3214	31	13	ai	ai	PROPN
cana-3214	31	14	's	's	PART
cana-3214	31	15	role	role	NOUN
cana-3214	31	16	in	in	ADP
cana-3214	31	17	higher	high	ADJ
cana-3214	31	18	education	education	NOUN
cana-3214	31	19	,	,	PUNCT
cana-3214	31	20	showing	show	VERB
cana-3214	31	21	through	through	ADP
cana-3214	31	22	literature	literature	NOUN
cana-3214	31	23	review	review	NOUN
cana-3214	31	24	and	and	CCONJ
cana-3214	31	25	case	case	NOUN
cana-3214	31	26	studies	study	NOUN
cana-3214	31	27	that	that	PRON
cana-3214	31	28	ai	ai	AUX
cana-3214	31	29	-	-	PUNCT
cana-3214	31	30	powered	power	VERB
cana-3214	31	31	personalized	personalized	ADJ
cana-3214	31	32	learning	learn	VERB
cana-3214	31	33	systems	system	NOUN
cana-3214	31	34	significantly	significantly	ADV
cana-3214	31	35	enhance	enhance	VERB
cana-3214	31	36	student	student	NOUN
cana-3214	31	37	performance	performance	NOUN
cana-3214	31	38	and	and	CCONJ
cana-3214	31	39	engagement	engagement	NOUN
cana-3214	31	40	.	.	PUNCT
cana-3214	32	1	hala	hala	PROPN
cana-3214	32	2	strohmier	strohmi	ADJ
cana-3214	32	3	et	et	PROPN
cana-3214	32	4	al	al	PROPN
cana-3214	32	5	.	.	PUNCT
cana-3214	33	1	[	[	X
cana-3214	33	2	4	4	X
cana-3214	33	3	]	]	PUNCT
cana-3214	33	4	investigate	investigate	VERB
cana-3214	33	5	the	the	DET
cana-3214	33	6	integration	integration	NOUN
cana-3214	33	7	of	of	ADP
cana-3214	33	8	ai	ai	VERB
cana-3214	33	9	in	in	ADP
cana-3214	33	10	higher	high	ADJ
cana-3214	33	11	education	education	NOUN
cana-3214	33	12	,	,	PUNCT
cana-3214	33	13	highlighting	highlight	VERB
cana-3214	33	14	both	both	DET
cana-3214	33	15	potential	potential	ADJ
cana-3214	33	16	benefits	benefit	NOUN
cana-3214	33	17	and	and	CCONJ
cana-3214	33	18	challenges	challenge	NOUN
cana-3214	33	19	.	.	PUNCT
cana-3214	34	1	their	their	PRON
cana-3214	34	2	mixed	mixed	ADJ
cana-3214	34	3	methods	method	NOUN
cana-3214	34	4	research	research	NOUN
cana-3214	34	5	demonstrates	demonstrate	VERB
cana-3214	34	6	that	that	SCONJ
cana-3214	34	7	ai	ai	VERB
cana-3214	34	8	-	-	PUNCT
cana-3214	34	9	driven	drive	VERB
cana-3214	34	10	adaptive	adaptive	ADJ
cana-3214	34	11	systems	system	NOUN
cana-3214	34	12	can	can	AUX
cana-3214	34	13	personalize	personalize	VERB
cana-3214	34	14	learning	learn	VERB
cana-3214	34	15	and	and	CCONJ
cana-3214	34	16	improve	improve	VERB
cana-3214	34	17	educational	educational	ADJ
cana-3214	34	18	outcomes	outcome	NOUN
cana-3214	34	19	.	.	PUNCT
cana-3214	35	1	e.	e.	PROPN
cana-3214	35	2	ivette	ivette	PROPN
cana-3214	35	3	cota	cota	PROPN
cana-3214	35	4	-	-	PROPN
cana-3214	35	5	rivera	rivera	PROPN
cana-3214	35	6	et	et	PROPN
cana-3214	35	7	al	al	PROPN
cana-3214	35	8	.	.	PUNCT
cana-3214	36	1	[	[	X
cana-3214	36	2	5	5	NUM
cana-3214	36	3	]	]	PUNCT
cana-3214	36	4	also	also	ADV
cana-3214	36	5	explore	explore	VERB
cana-3214	36	6	the	the	DET
cana-3214	36	7	transformative	transformative	ADJ
cana-3214	36	8	power	power	NOUN
cana-3214	36	9	of	of	ADP
cana-3214	36	10	ai	ai	NOUN
cana-3214	36	11	,	,	PUNCT
cana-3214	36	12	focusing	focus	VERB
cana-3214	36	13	on	on	ADP
cana-3214	36	14	ai	ai	ADJ
cana-3214	36	15	-	-	PUNCT
cana-3214	36	16	powered	power	VERB
cana-3214	36	17	online	online	ADJ
cana-3214	36	18	classes	class	NOUN
cana-3214	36	19	and	and	CCONJ
cana-3214	36	20	their	their	PRON
cana-3214	36	21	impact	impact	NOUN
cana-3214	36	22	on	on	ADP
cana-3214	36	23	higher	high	ADJ
cana-3214	36	24	education	education	NOUN
cana-3214	36	25	.	.	PUNCT
cana-3214	37	1	their	their	PRON
cana-3214	37	2	review	review	NOUN
cana-3214	37	3	of	of	ADP
cana-3214	37	4	existing	exist	VERB
cana-3214	37	5	ai	ai	PROPN
cana-3214	37	6	technologies	technology	NOUN
cana-3214	37	7	finds	find	VERB
cana-3214	37	8	that	that	SCONJ
cana-3214	37	9	personalized	personalized	ADJ
cana-3214	37	10	learning	learning	NOUN
cana-3214	37	11	systems	system	NOUN
cana-3214	37	12	powered	power	VERB
cana-3214	37	13	by	by	ADP
cana-3214	37	14	ai	ai	VERB
cana-3214	37	15	enhance	enhance	NOUN
cana-3214	37	16	educational	educational	ADJ
cana-3214	37	17	engagement	engagement	NOUN
cana-3214	37	18	and	and	CCONJ
cana-3214	37	19	efficiency	efficiency	NOUN
cana-3214	37	20	.	.	PUNCT
cana-3214	38	1	zouhaier	zouhaier	PROPN
cana-3214	38	2	slimi	slimi	PROPN
cana-3214	39	1	[	[	X
cana-3214	39	2	6	6	NUM
cana-3214	39	3	]	]	PUNCT
cana-3214	39	4	examines	examine	VERB
cana-3214	39	5	the	the	DET
cana-3214	39	6	potential	potential	NOUN
cana-3214	39	7	of	of	ADP
cana-3214	39	8	ai	ai	VERB
cana-3214	39	9	to	to	PART
cana-3214	39	10	transform	transform	VERB
cana-3214	39	11	educational	educational	ADJ
cana-3214	39	12	practices	practice	NOUN
cana-3214	39	13	,	,	PUNCT
cana-3214	39	14	combining	combine	VERB
cana-3214	39	15	literature	literature	NOUN
cana-3214	39	16	review	review	NOUN
cana-3214	39	17	with	with	ADP
cana-3214	39	18	empirical	empirical	ADJ
cana-3214	39	19	data	datum	NOUN
cana-3214	39	20	to	to	PART
cana-3214	39	21	show	show	VERB
cana-3214	39	22	that	that	SCONJ
cana-3214	39	23	ai	ai	NOUN
cana-3214	39	24	-	-	PUNCT
cana-3214	39	25	driven	drive	VERB
cana-3214	39	26	adaptive	adaptive	ADJ
cana-3214	39	27	systems	system	NOUN
cana-3214	39	28	can	can	AUX
cana-3214	39	29	personalize	personalize	VERB
cana-3214	39	30	learning	learn	VERB
cana-3214	39	31	and	and	CCONJ
cana-3214	39	32	improve	improve	VERB
cana-3214	39	33	outcomes	outcome	NOUN
cana-3214	39	34	.	.	PUNCT
cana-3214	40	1	d.	d.	PROPN
cana-3214	40	2	kesavan	kesavan	PROPN
cana-3214	40	3	et	et	PROPN
cana-3214	40	4	al	al	PROPN
cana-3214	40	5	.	.	PUNCT
cana-3214	41	1	[	[	X
cana-3214	41	2	7	7	X
cana-3214	41	3	]	]	PUNCT
cana-3214	41	4	examine	examine	VERB
cana-3214	41	5	the	the	DET
cana-3214	41	6	application	application	NOUN
cana-3214	41	7	of	of	ADP
cana-3214	41	8	ai	ai	NOUN
cana-3214	41	9	in	in	ADP
cana-3214	41	10	student	student	NOUN
cana-3214	41	11	learning	learning	NOUN
cana-3214	41	12	,	,	PUNCT
cana-3214	41	13	delving	delve	VERB
cana-3214	41	14	into	into	ADP
cana-3214	41	15	various	various	ADJ
cana-3214	41	16	ai	ai	NOUN
cana-3214	41	17	tools	tool	NOUN
cana-3214	41	18	and	and	CCONJ
cana-3214	41	19	their	their	PRON
cana-3214	41	20	educational	educational	ADJ
cana-3214	41	21	applications	application	NOUN
cana-3214	41	22	.	.	PUNCT
cana-3214	42	1	through	through	ADP
cana-3214	42	2	qualitative	qualitative	ADJ
cana-3214	42	3	analysis	analysis	NOUN
cana-3214	42	4	and	and	CCONJ
cana-3214	42	5	case	case	NOUN
cana-3214	42	6	studies	study	NOUN
cana-3214	42	7	,	,	PUNCT
cana-3214	42	8	they	they	PRON
cana-3214	42	9	show	show	VERB
cana-3214	42	10	that	that	SCONJ
cana-3214	42	11	ai	ai	VERB
cana-3214	42	12	tools	tool	NOUN
cana-3214	42	13	can	can	AUX
cana-3214	42	14	significantly	significantly	ADV
cana-3214	42	15	improve	improve	VERB
cana-3214	42	16	student	student	NOUN
cana-3214	42	17	learning	learn	VERB
cana-3214	42	18	outcomes	outcome	NOUN
cana-3214	42	19	.	.	PUNCT
cana-3214	43	1	singh	singh	PROPN
cana-3214	43	2	et	et	PROPN
cana-3214	43	3	al	al	PROPN
cana-3214	43	4	.	.	PUNCT
cana-3214	44	1	[	[	X
cana-3214	44	2	8	8	NUM
cana-3214	44	3	]	]	PUNCT
cana-3214	44	4	investigate	investigate	VERB
cana-3214	44	5	the	the	DET
cana-3214	44	6	impact	impact	NOUN
cana-3214	44	7	of	of	ADP
cana-3214	44	8	ai	ai	VERB
cana-3214	44	9	on	on	ADP
cana-3214	44	10	teaching	teaching	NOUN
cana-3214	44	11	and	and	CCONJ
cana-3214	44	12	learning	learn	VERB
cana-3214	44	13	in	in	ADP
cana-3214	44	14	higher	high	ADJ
cana-3214	44	15	education	education	NOUN
cana-3214	44	16	,	,	PUNCT
cana-3214	44	17	using	use	VERB
cana-3214	44	18	a	a	DET
cana-3214	44	19	combination	combination	NOUN
cana-3214	44	20	of	of	ADP
cana-3214	44	21	qualitative	qualitative	ADJ
cana-3214	44	22	and	and	CCONJ
cana-3214	44	23	quantitative	quantitative	ADJ
cana-3214	44	24	methods	method	NOUN
cana-3214	44	25	to	to	PART
cana-3214	44	26	demonstrate	demonstrate	VERB
cana-3214	44	27	significant	significant	ADJ
cana-3214	44	28	improvements	improvement	NOUN
cana-3214	44	29	in	in	ADP
cana-3214	44	30	teaching	teaching	NOUN
cana-3214	44	31	and	and	CCONJ
cana-3214	44	32	learning	learning	NOUN
cana-3214	44	33	processes	process	NOUN
cana-3214	44	34	.	.	PUNCT
cana-3214	45	1	daniel	daniel	PROPN
cana-3214	45	2	lee	lee	PROPN
cana-3214	45	3	et	et	PROPN
cana-3214	45	4	al	al	PROPN
cana-3214	45	5	.	.	PUNCT
cana-3214	46	1	[	[	X
cana-3214	46	2	9	9	NUM
cana-3214	46	3	]	]	PUNCT
cana-3214	46	4	focus	focus	NOUN
cana-3214	46	5	on	on	ADP
cana-3214	46	6	generative	generative	ADJ
cana-3214	46	7	ai	ai	NOUN
cana-3214	46	8	,	,	PUNCT
cana-3214	46	9	investigating	investigate	VERB
cana-3214	46	10	how	how	SCONJ
cana-3214	46	11	these	these	DET
cana-3214	46	12	tools	tool	NOUN
cana-3214	46	13	transform	transform	VERB
cana-3214	46	14	learning	learning	NOUN
cana-3214	46	15	and	and	CCONJ
cana-3214	46	16	teaching	teaching	NOUN
cana-3214	46	17	processes	process	NOUN
cana-3214	46	18	by	by	ADP
cana-3214	46	19	analyzing	analyze	VERB
cana-3214	46	20	the	the	DET
cana-3214	46	21	application	application	NOUN
cana-3214	46	22	of	of	ADP
cana-3214	46	23	ai	ai	NOUN
cana-3214	46	24	in	in	ADP
cana-3214	46	25	personalized	personalized	ADJ
cana-3214	46	26	learning	learning	NOUN
cana-3214	46	27	and	and	CCONJ
cana-3214	46	28	assessment	assessment	NOUN
cana-3214	46	29	,	,	PUNCT
cana-3214	46	30	highlighting	highlight	VERB
cana-3214	46	31	significant	significant	ADJ
cana-3214	46	32	improvements	improvement	NOUN
cana-3214	46	33	in	in	ADP
cana-3214	46	34	educational	educational	ADJ
cana-3214	46	35	outcomes	outcome	NOUN
cana-3214	46	36	.	.	PUNCT
cana-3214	47	1	aisling	aisle	VERB
cana-3214	47	2	tierney	tierney	PROPN
cana-3214	47	3	et	et	PROPN
cana-3214	47	4	al	al	PROPN
cana-3214	47	5	.	.	PUNCT
cana-3214	48	1	[	[	X
cana-3214	48	2	10	10	NUM
cana-3214	48	3	]	]	PUNCT
cana-3214	48	4	explore	explore	NOUN
cana-3214	48	5	student	student	NOUN
cana-3214	48	6	perceptions	perception	NOUN
cana-3214	48	7	of	of	ADP
cana-3214	48	8	ai	ai	PROPN
cana-3214	48	9	's	's	PART
cana-3214	48	10	impact	impact	NOUN
cana-3214	48	11	on	on	ADP
cana-3214	48	12	education	education	NOUN
cana-3214	48	13	,	,	PUNCT
cana-3214	48	14	providing	provide	VERB
cana-3214	48	15	insights	insight	NOUN
cana-3214	48	16	into	into	ADP
cana-3214	48	17	how	how	SCONJ
cana-3214	48	18	students	student	NOUN
cana-3214	48	19	view	view	VERB
cana-3214	48	20	ai	ai	VERB
cana-3214	48	21	in	in	ADP
cana-3214	48	22	educational	educational	ADJ
cana-3214	48	23	contexts	context	NOUN
cana-3214	48	24	.	.	PUNCT
cana-3214	49	1	employing	employ	VERB
cana-3214	49	2	surveys	survey	NOUN
cana-3214	49	3	and	and	CCONJ
cana-3214	49	4	qualitative	qualitative	ADJ
cana-3214	49	5	analysis	analysis	NOUN
cana-3214	49	6	,	,	PUNCT
cana-3214	49	7	they	they	PRON
cana-3214	49	8	find	find	VERB
cana-3214	49	9	that	that	SCONJ
cana-3214	49	10	students	student	NOUN
cana-3214	49	11	generally	generally	ADV
cana-3214	49	12	perceive	perceive	VERB
cana-3214	49	13	ai	ai	VERB
cana-3214	49	14	as	as	ADV
cana-3214	49	15	beneficial	beneficial	ADJ
cana-3214	49	16	for	for	ADP
cana-3214	49	17	their	their	PRON
cana-3214	49	18	learning	learning	NOUN
cana-3214	49	19	experiences	experience	NOUN
cana-3214	49	20	.	.	PUNCT
cana-3214	50	1	iris	iris	NOUN
cana-3214	50	2	billy	billy	PROPN
cana-3214	50	3	et	et	PROPN
cana-3214	50	4	al	al	PROPN
cana-3214	50	5	.	.	PUNCT
cana-3214	51	1	[	[	X
cana-3214	51	2	11	11	NUM
cana-3214	51	3	]	]	PUNCT
cana-3214	51	4	study	study	VERB
cana-3214	51	5	the	the	DET
cana-3214	51	6	perceptions	perception	NOUN
cana-3214	51	7	of	of	ADP
cana-3214	51	8	students	student	NOUN
cana-3214	51	9	and	and	CCONJ
cana-3214	51	10	instructors	instructor	NOUN
cana-3214	51	11	regarding	regard	VERB
cana-3214	51	12	ai	ai	VERB
cana-3214	51	13	in	in	ADP
cana-3214	51	14	higher	high	ADJ
cana-3214	51	15	education	education	NOUN
cana-3214	51	16	,	,	PUNCT
cana-3214	51	17	using	use	VERB
cana-3214	51	18	qualitative	qualitative	ADJ
cana-3214	51	19	methods	method	NOUN
cana-3214	51	20	to	to	PART
cana-3214	51	21	gather	gather	VERB
cana-3214	51	22	insights	insight	NOUN
cana-3214	51	23	.	.	PUNCT
cana-3214	52	1	they	they	PRON
cana-3214	52	2	find	find	VERB
cana-3214	52	3	that	that	SCONJ
cana-3214	52	4	while	while	SCONJ
cana-3214	52	5	ai	ai	NOUN
cana-3214	52	6	is	be	AUX
cana-3214	52	7	generally	generally	ADV
cana-3214	52	8	seen	see	VERB
cana-3214	52	9	as	as	ADP
cana-3214	52	10	beneficial	beneficial	ADJ
cana-3214	52	11	for	for	ADP
cana-3214	52	12	personalized	personalized	ADJ
cana-3214	52	13	learning	learning	NOUN
cana-3214	52	14	and	and	CCONJ
cana-3214	52	15	administrative	administrative	ADJ
cana-3214	52	16	efficiency	efficiency	NOUN
cana-3214	52	17	,	,	PUNCT
cana-3214	52	18	there	there	PRON
cana-3214	52	19	are	be	VERB
cana-3214	52	20	concerns	concern	NOUN
cana-3214	52	21	about	about	ADP
cana-3214	52	22	job	job	NOUN
cana-3214	52	23	displacement	displacement	NOUN
cana-3214	52	24	and	and	CCONJ
cana-3214	52	25	the	the	DET
cana-3214	52	26	potential	potential	ADJ
cana-3214	52	27	loss	loss	NOUN
cana-3214	52	28	of	of	ADP
cana-3214	52	29	human	human	ADJ
cana-3214	52	30	touch	touch	NOUN
cana-3214	52	31	in	in	ADP
cana-3214	52	32	education	education	NOUN
cana-3214	52	33	.	.	PUNCT
cana-3214	53	1	dina	dina	PROPN
cana-3214	53	2	ahmed	ahmed	PROPN
cana-3214	53	3	mohamed	mohamed	PROPN
cana-3214	53	4	ghandour	ghandour	PROPN
cana-3214	54	1	[	[	X
cana-3214	54	2	12	12	NUM
cana-3214	54	3	]	]	PUNCT
cana-3214	54	4	and	and	CCONJ
cana-3214	54	5	khatri	khatri	PROPN
cana-3214	54	6	bishnu	bishnu	PROPN
cana-3214	54	7	bahadur	bahadur	PROPN
cana-3214	54	8	et	et	PROPN
cana-3214	54	9	al	al	PROPN
cana-3214	54	10	.	.	PROPN
cana-3214	54	11	,	,	PUNCT
cana-3214	55	1	[	[	X
cana-3214	55	2	13	13	NUM
cana-3214	55	3	]	]	PUNCT
cana-3214	55	4	navigates	navigate	VERB
cana-3214	55	5	the	the	DET
cana-3214	55	6	impact	impact	NOUN
cana-3214	55	7	of	of	ADP
cana-3214	55	8	ai	ai	ADJ
cana-3214	55	9	integration	integration	NOUN
cana-3214	55	10	in	in	ADP
cana-3214	55	11	higher	high	ADJ
cana-3214	55	12	education	education	NOUN
cana-3214	55	13	,	,	PUNCT
cana-3214	55	14	providing	provide	VERB
cana-3214	55	15	a	a	DET
cana-3214	55	16	broad	broad	ADJ
cana-3214	55	17	overview	overview	NOUN
cana-3214	55	18	of	of	ADP
cana-3214	55	19	ai	ai	PROPN
cana-3214	55	20	's	's	PART
cana-3214	55	21	role	role	NOUN
cana-3214	55	22	in	in	ADP
cana-3214	55	23	education	education	NOUN
cana-3214	55	24	.	.	PUNCT
cana-3214	56	1	although	although	SCONJ
cana-3214	56	2	the	the	DET
cana-3214	56	3	paper	paper	NOUN
cana-3214	56	4	offers	offer	VERB
cana-3214	56	5	insights	insight	NOUN
cana-3214	56	6	into	into	ADP
cana-3214	56	7	how	how	SCONJ
cana-3214	56	8	ai	ai	VERB
cana-3214	56	9	tools	tool	NOUN
cana-3214	56	10	can	can	AUX
cana-3214	56	11	transform	transform	VERB
cana-3214	56	12	educational	educational	ADJ
cana-3214	56	13	practices	practice	NOUN
cana-3214	56	14	,	,	PUNCT
cana-3214	56	15	it	it	PRON
cana-3214	56	16	lacks	lack	VERB
cana-3214	56	17	specific	specific	ADJ
cana-3214	56	18	methodological	methodological	ADJ
cana-3214	56	19	details	detail	NOUN
cana-3214	56	20	.	.	PUNCT
cana-3214	57	1	yuxia	yuxia	PROPN
cana-3214	57	2	yuan	yuan	PROPN
cana-3214	58	1	[	[	X
cana-3214	58	2	14	14	NUM
cana-3214	58	3	]	]	PUNCT
cana-3214	58	4	discusses	discuss	VERB
cana-3214	58	5	how	how	SCONJ
cana-3214	58	6	ai	ai	AUX
cana-3214	58	7	drives	drive	NOUN
cana-3214	58	8	change	change	VERB
cana-3214	58	9	in	in	ADP
cana-3214	58	10	higher	high	ADJ
cana-3214	58	11	education	education	NOUN
cana-3214	58	12	,	,	PUNCT
cana-3214	58	13	emphasizing	emphasize	VERB
cana-3214	58	14	the	the	DET
cana-3214	58	15	role	role	NOUN
cana-3214	58	16	of	of	ADP
cana-3214	58	17	ai	ai	VERB
cana-3214	58	18	in	in	ADP
cana-3214	58	19	personalizing	personalize	VERB
cana-3214	58	20	learning	learning	NOUN
cana-3214	58	21	experiences	experience	NOUN
cana-3214	58	22	.	.	PUNCT
cana-3214	59	1	while	while	SCONJ
cana-3214	59	2	highlighting	highlight	VERB
cana-3214	59	3	the	the	DET
cana-3214	59	4	effectiveness	effectiveness	NOUN
cana-3214	59	5	of	of	ADP
cana-3214	59	6	ai	ai	PROPN
cana-3214	59	7	tools	tool	NOUN
cana-3214	59	8	,	,	PUNCT
cana-3214	59	9	the	the	DET
cana-3214	59	10	paper	paper	NOUN
cana-3214	59	11	might	might	AUX
cana-3214	59	12	overlook	overlook	VERB
cana-3214	59	13	technological	technological	ADJ
cana-3214	59	14	and	and	CCONJ
cana-3214	59	15	financial	financial	ADJ
cana-3214	59	16	barriers	barrier	NOUN
cana-3214	59	17	to	to	ADP
cana-3214	59	18	implementation	implementation	NOUN
cana-3214	59	19	.	.	PUNCT
cana-3214	60	1	nahuel	nahuel	PROPN
cana-3214	60	2	ruiz	ruiz	PROPN
cana-3214	60	3	et	et	PROPN
cana-3214	60	4	al	al	PROPN
cana-3214	60	5	.	.	PUNCT
cana-3214	61	1	[	[	X
cana-3214	61	2	15	15	NUM
cana-3214	61	3	]	]	PUNCT
cana-3214	61	4	discuss	discuss	VERB
cana-3214	61	5	the	the	DET
cana-3214	61	6	transformative	transformative	ADJ
cana-3214	61	7	potential	potential	NOUN
cana-3214	61	8	of	of	ADP
cana-3214	61	9	ai	ai	ADJ
cana-3214	61	10	-	-	PUNCT
cana-3214	61	11	driven	drive	VERB
cana-3214	61	12	educational	educational	ADJ
cana-3214	61	13	technologies	technology	NOUN
cana-3214	61	14	,	,	PUNCT
cana-3214	61	15	emphasizing	emphasize	VERB
cana-3214	61	16	the	the	DET
cana-3214	61	17	importance	importance	NOUN
cana-3214	61	18	of	of	ADP
cana-3214	61	19	integrating	integrate	VERB
cana-3214	61	20	ai	ai	VERB
cana-3214	61	21	into	into	ADP
cana-3214	61	22	curricula	curricula	NOUN
cana-3214	61	23	to	to	PART
cana-3214	61	24	prepare	prepare	VERB
cana-3214	61	25	students	student	NOUN
cana-3214	61	26	for	for	ADP
cana-3214	61	27	future	future	ADJ
cana-3214	61	28	advancements	advancement	NOUN
cana-3214	61	29	,	,	PUNCT
cana-3214	61	30	though	though	SCONJ
cana-3214	61	31	they	they	PRON
cana-3214	61	32	acknowledge	acknowledge	VERB
cana-3214	61	33	financial	financial	ADJ
cana-3214	61	34	and	and	CCONJ
cana-3214	61	35	infrastructural	infrastructural	ADJ
cana-3214	61	36	challenges	challenge	NOUN
cana-3214	61	37	.	.	PUNCT
cana-3214	62	1	anam	anam	PROPN
cana-3214	62	2	et	et	PROPN
cana-3214	62	3	al	al	PROPN
cana-3214	62	4	.	.	PUNCT
cana-3214	63	1	[	[	X
cana-3214	63	2	16	16	NUM
cana-3214	63	3	]	]	PUNCT
cana-3214	63	4	investigate	investigate	VERB
cana-3214	63	5	the	the	DET
cana-3214	63	6	impact	impact	NOUN
cana-3214	63	7	of	of	ADP
cana-3214	63	8	online	online	ADJ
cana-3214	63	9	learning	learning	NOUN
cana-3214	63	10	on	on	ADP
cana-3214	63	11	students	student	NOUN
cana-3214	63	12	,	,	PUNCT
cana-3214	63	13	particularly	particularly	ADV
cana-3214	63	14	in	in	ADP
cana-3214	63	15	the	the	DET
cana-3214	63	16	context	context	NOUN
cana-3214	63	17	of	of	ADP
cana-3214	63	18	ai	ai	PROPN
cana-3214	63	19	integration	integration	NOUN
cana-3214	63	20	.	.	PUNCT
cana-3214	64	1	using	use	VERB
cana-3214	64	2	a	a	DET
cana-3214	64	3	mixed	mixed	ADJ
cana-3214	64	4	-	-	PUNCT
cana-3214	64	5	methods	method	NOUN
cana-3214	64	6	approach	approach	NOUN
cana-3214	64	7	,	,	PUNCT
cana-3214	64	8	they	they	PRON
cana-3214	64	9	find	find	VERB
cana-3214	64	10	that	that	SCONJ
cana-3214	64	11	ai	ai	VERB
cana-3214	64	12	can	can	AUX
cana-3214	64	13	enhance	enhance	VERB
cana-3214	64	14	the	the	DET
cana-3214	64	15	interactivity	interactivity	NOUN
cana-3214	64	16	and	and	CCONJ
cana-3214	64	17	accessibility	accessibility	NOUN
cana-3214	64	18	of	of	ADP
cana-3214	64	19	online	online	ADJ
cana-3214	64	20	learning	learning	NOUN
cana-3214	64	21	platforms	platform	NOUN
cana-3214	64	22	,	,	PUNCT
cana-3214	64	23	improving	improve	VERB
cana-3214	64	24	student	student	NOUN
cana-3214	64	25	engagement	engagement	NOUN
cana-3214	64	26	and	and	CCONJ
cana-3214	64	27	performance	performance	NOUN
cana-3214	64	28	.	.	PUNCT
cana-3214	65	1	p.	p.	NOUN
cana-3214	65	2	s.	s.	PROPN
cana-3214	65	3	venkateswaran	venkateswaran	VERB
cana-3214	65	4	et	et	PROPN
cana-3214	65	5	al	al	PROPN
cana-3214	65	6	.	.	PUNCT
cana-3214	66	1	[	[	X
cana-3214	66	2	17	17	NUM
cana-3214	66	3	]	]	PUNCT
cana-3214	66	4	discuss	discuss	VERB
cana-3214	66	5	the	the	DET
cana-3214	66	6	applications	application	NOUN
cana-3214	66	7	of	of	ADP
cana-3214	66	8	ai	ai	ADJ
cana-3214	66	9	tools	tool	NOUN
cana-3214	66	10	in	in	ADP
cana-3214	66	11	higher	high	ADJ
cana-3214	66	12	education	education	NOUN
cana-3214	66	13	,	,	PUNCT
cana-3214	66	14	focusing	focus	VERB
cana-3214	66	15	on	on	ADP
cana-3214	66	16	their	their	PRON
cana-3214	66	17	role	role	NOUN
cana-3214	66	18	in	in	ADP
cana-3214	66	19	improving	improve	VERB
cana-3214	66	20	administrative	administrative	ADJ
cana-3214	66	21	and	and	CCONJ
cana-3214	66	22	educational	educational	ADJ
cana-3214	66	23	processes	process	NOUN
cana-3214	66	24	.	.	PUNCT
cana-3214	67	1	they	they	PRON
cana-3214	67	2	demonstrate	demonstrate	VERB
cana-3214	67	3	that	that	SCONJ
cana-3214	67	4	ai	ai	VERB
cana-3214	67	5	can	can	AUX
cana-3214	67	6	optimize	optimize	VERB
cana-3214	67	7	communications	communication	NOUN
cana-3214	67	8	on	on	ADP
cana-3214	67	9	applied	apply	VERB
cana-3214	67	10	nonlinear	nonlinear	ADJ
cana-3214	67	11	analysis	analysis	NOUN
cana-3214	67	12	issn	issn	NOUN
cana-3214	67	13	:	:	PUNCT
cana-3214	67	14	1074	1074	NUM
cana-3214	67	15	-	-	PUNCT
cana-3214	67	16	133x	133x	NUM
cana-3214	67	17	vol	vol	NOUN
cana-3214	67	18	32	32	NUM
cana-3214	67	19	no	no	NOUN
cana-3214	67	20	.	.	PUNCT
cana-3214	68	1	6s	6s	NUM
cana-3214	68	2	(	(	PUNCT
cana-3214	68	3	2025	2025	NUM
cana-3214	68	4	)	)	PUNCT
cana-3214	68	5	3	3	NUM
cana-3214	68	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	68	7	various	various	ADJ
cana-3214	68	8	aspects	aspect	NOUN
cana-3214	68	9	of	of	ADP
cana-3214	68	10	higher	high	ADJ
cana-3214	68	11	education	education	NOUN
cana-3214	68	12	,	,	PUNCT
cana-3214	68	13	from	from	ADP
cana-3214	68	14	personalized	personalized	ADJ
cana-3214	68	15	learning	learn	VERB
cana-3214	68	16	to	to	ADP
cana-3214	68	17	efficient	efficient	ADJ
cana-3214	68	18	resource	resource	NOUN
cana-3214	68	19	management	management	NOUN
cana-3214	68	20	.	.	PUNCT
cana-3214	69	1	saidakhror	saidakhror	PROPN
cana-3214	69	2	gulyamov	gulyamov	PROPN
cana-3214	70	1	[	[	X
cana-3214	70	2	18	18	NUM
cana-3214	70	3	]	]	PUNCT
cana-3214	70	4	and	and	CCONJ
cana-3214	70	5	audon	audon	PROPN
cana-3214	70	6	g.	g.	PROPN
cana-3214	70	7	archibald	archibald	PROPN
cana-3214	70	8	et	et	PROPN
cana-3214	70	9	al	al	PROPN
cana-3214	70	10	.	.	PUNCT
cana-3214	71	1	[	[	X
cana-3214	71	2	19	19	NUM
cana-3214	71	3	]	]	PUNCT
cana-3214	71	4	validate	validate	NOUN
cana-3214	71	5	ai	ai	AUX
cana-3214	71	6	-	-	PUNCT
cana-3214	71	7	enabled	enable	VERB
cana-3214	71	8	discussion	discussion	NOUN
cana-3214	71	9	platforms	platform	NOUN
cana-3214	71	10	,	,	PUNCT
cana-3214	71	11	examining	examine	VERB
cana-3214	71	12	their	their	PRON
cana-3214	71	13	impact	impact	NOUN
cana-3214	71	14	on	on	ADP
cana-3214	71	15	student	student	NOUN
cana-3214	71	16	engagement	engagement	NOUN
cana-3214	71	17	and	and	CCONJ
cana-3214	71	18	learning	learn	VERB
cana-3214	71	19	outcomes	outcome	NOUN
cana-3214	71	20	.	.	PUNCT
cana-3214	72	1	their	their	PRON
cana-3214	72	2	research	research	NOUN
cana-3214	72	3	uses	use	VERB
cana-3214	72	4	qualitative	qualitative	ADJ
cana-3214	72	5	and	and	CCONJ
cana-3214	72	6	quantitative	quantitative	ADJ
cana-3214	72	7	methods	method	NOUN
cana-3214	72	8	to	to	PART
cana-3214	72	9	show	show	VERB
cana-3214	72	10	that	that	SCONJ
cana-3214	72	11	ai	ai	NOUN
cana-3214	72	12	-	-	PUNCT
cana-3214	72	13	driven	drive	VERB
cana-3214	72	14	tools	tool	NOUN
cana-3214	72	15	can	can	AUX
cana-3214	72	16	enhance	enhance	VERB
cana-3214	72	17	the	the	DET
cana-3214	72	18	quality	quality	NOUN
cana-3214	72	19	of	of	ADP
cana-3214	72	20	educational	educational	ADJ
cana-3214	72	21	discussions	discussion	NOUN
cana-3214	72	22	and	and	CCONJ
cana-3214	72	23	foster	foster	ADJ
cana-3214	72	24	collaborative	collaborative	ADJ
cana-3214	72	25	learning	learning	NOUN
cana-3214	72	26	.	.	PUNCT
cana-3214	73	1	sreerekha	sreerekha	PROPN
cana-3214	73	2	s.	s.	PROPN
cana-3214	74	1	[	[	X
cana-3214	74	2	20	20	NUM
cana-3214	74	3	]	]	PUNCT
cana-3214	74	4	navigates	navigate	VERB
cana-3214	74	5	the	the	DET
cana-3214	74	6	ai	ai	PROPN
cana-3214	74	7	revolution	revolution	NOUN
cana-3214	74	8	in	in	ADP
cana-3214	74	9	higher	high	ADJ
cana-3214	74	10	education	education	NOUN
cana-3214	74	11	,	,	PUNCT
cana-3214	74	12	using	use	VERB
cana-3214	74	13	a	a	DET
cana-3214	74	14	systematic	systematic	ADJ
cana-3214	74	15	review	review	NOUN
cana-3214	74	16	approach	approach	NOUN
cana-3214	74	17	to	to	PART
cana-3214	74	18	analyze	analyze	VERB
cana-3214	74	19	ai	ai	VERB
cana-3214	74	20	's	's	PART
cana-3214	74	21	impact	impact	NOUN
cana-3214	74	22	on	on	ADP
cana-3214	74	23	educational	educational	ADJ
cana-3214	74	24	practices	practice	NOUN
cana-3214	74	25	and	and	CCONJ
cana-3214	74	26	outcomes	outcome	NOUN
cana-3214	74	27	.	.	PUNCT
cana-3214	75	1	the	the	DET
cana-3214	75	2	findings	finding	NOUN
cana-3214	75	3	suggest	suggest	VERB
cana-3214	75	4	significant	significant	ADJ
cana-3214	75	5	improvements	improvement	NOUN
cana-3214	75	6	in	in	ADP
cana-3214	75	7	student	student	NOUN
cana-3214	75	8	engagement	engagement	NOUN
cana-3214	75	9	and	and	CCONJ
cana-3214	75	10	academic	academic	ADJ
cana-3214	75	11	performance	performance	NOUN
cana-3214	75	12	,	,	PUNCT
cana-3214	75	13	though	though	SCONJ
cana-3214	75	14	they	they	PRON
cana-3214	75	15	acknowledge	acknowledge	VERB
cana-3214	75	16	potential	potential	ADJ
cana-3214	75	17	ethical	ethical	ADJ
cana-3214	75	18	concerns	concern	NOUN
cana-3214	75	19	and	and	CCONJ
cana-3214	75	20	the	the	DET
cana-3214	75	21	need	need	NOUN
cana-3214	75	22	for	for	ADP
cana-3214	75	23	regulatory	regulatory	ADJ
cana-3214	75	24	frameworks	framework	NOUN
cana-3214	75	25	.	.	PUNCT
cana-3214	76	1	zouhaier	zouhaier	PROPN
cana-3214	76	2	slimi	slimi	PROPN
cana-3214	76	3	et	et	PROPN
cana-3214	76	4	al	al	PROPN
cana-3214	76	5	.	.	PUNCT
cana-3214	77	1	[	[	X
cana-3214	77	2	21	21	NUM
cana-3214	77	3	]	]	PUNCT
cana-3214	77	4	also	also	ADV
cana-3214	77	5	conduct	conduct	VERB
cana-3214	77	6	a	a	DET
cana-3214	77	7	systematic	systematic	ADJ
cana-3214	77	8	review	review	NOUN
cana-3214	77	9	,	,	PUNCT
cana-3214	77	10	highlighting	highlight	VERB
cana-3214	77	11	the	the	DET
cana-3214	77	12	potential	potential	ADJ
cana-3214	77	13	benefits	benefit	NOUN
cana-3214	77	14	and	and	CCONJ
cana-3214	77	15	challenges	challenge	NOUN
cana-3214	77	16	of	of	ADP
cana-3214	77	17	ai	ai	ADJ
cana-3214	77	18	integration	integration	NOUN
cana-3214	77	19	in	in	ADP
cana-3214	77	20	education	education	NOUN
cana-3214	77	21	.	.	PUNCT
cana-3214	78	1	their	their	PRON
cana-3214	78	2	robust	robust	ADJ
cana-3214	78	3	methodology	methodology	NOUN
cana-3214	78	4	covers	cover	VERB
cana-3214	78	5	a	a	DET
cana-3214	78	6	wide	wide	ADJ
cana-3214	78	7	range	range	NOUN
cana-3214	78	8	of	of	ADP
cana-3214	78	9	ai	ai	PROPN
cana-3214	78	10	applications	application	NOUN
cana-3214	78	11	,	,	PUNCT
cana-3214	78	12	emphasizing	emphasize	VERB
cana-3214	78	13	the	the	DET
cana-3214	78	14	importance	importance	NOUN
cana-3214	78	15	of	of	ADP
cana-3214	78	16	careful	careful	ADJ
cana-3214	78	17	consideration	consideration	NOUN
cana-3214	78	18	of	of	ADP
cana-3214	78	19	ethical	ethical	ADJ
cana-3214	78	20	issues	issue	NOUN
cana-3214	78	21	and	and	CCONJ
cana-3214	78	22	bias	bias	NOUN
cana-3214	78	23	in	in	ADP
cana-3214	78	24	ai	ai	ADJ
cana-3214	78	25	algorithms	algorithm	NOUN
cana-3214	78	26	.	.	PUNCT
cana-3214	79	1	solís	solís	NOUN
cana-3214	79	2	et	et	PROPN
cana-3214	79	3	al	al	PROPN
cana-3214	79	4	.	.	PUNCT
cana-3214	80	1	[	[	X
cana-3214	80	2	22	22	NUM
cana-3214	80	3	]	]	PUNCT
cana-3214	80	4	provide	provide	VERB
cana-3214	80	5	a	a	DET
cana-3214	80	6	sociological	sociological	ADJ
cana-3214	80	7	perspective	perspective	NOUN
cana-3214	80	8	on	on	ADP
cana-3214	80	9	ai	ai	PROPN
cana-3214	80	10	's	's	PART
cana-3214	80	11	impact	impact	NOUN
cana-3214	80	12	,	,	PUNCT
cana-3214	80	13	emphasizing	emphasize	VERB
cana-3214	80	14	the	the	DET
cana-3214	80	15	benefits	benefit	NOUN
cana-3214	80	16	of	of	ADP
cana-3214	80	17	personalized	personalized	ADJ
cana-3214	80	18	learning	learn	VERB
cana-3214	80	19	environments	environment	NOUN
cana-3214	80	20	created	create	VERB
cana-3214	80	21	by	by	ADP
cana-3214	80	22	ai	ai	NOUN
cana-3214	80	23	while	while	SCONJ
cana-3214	80	24	acknowledging	acknowledge	VERB
cana-3214	80	25	ethical	ethical	ADJ
cana-3214	80	26	and	and	CCONJ
cana-3214	80	27	accessibility	accessibility	NOUN
cana-3214	80	28	issues	issue	NOUN
cana-3214	80	29	associated	associate	VERB
cana-3214	80	30	with	with	ADP
cana-3214	80	31	widespread	widespread	ADJ
cana-3214	80	32	ai	ai	PROPN
cana-3214	80	33	adoption	adoption	NOUN
cana-3214	80	34	.	.	PUNCT
cana-3214	81	1	peláez	peláez	ADJ
cana-3214	81	2	-	-	PUNCT
cana-3214	81	3	sánchez	sánchez	NOUN
cana-3214	81	4	et	et	PROPN
cana-3214	81	5	al	al	PROPN
cana-3214	81	6	.	.	PUNCT
cana-3214	82	1	[	[	X
cana-3214	82	2	23	23	NUM
cana-3214	82	3	]	]	PUNCT
cana-3214	82	4	explore	explore	VERB
cana-3214	82	5	the	the	DET
cana-3214	82	6	impact	impact	NOUN
cana-3214	82	7	of	of	ADP
cana-3214	82	8	large	large	ADJ
cana-3214	82	9	language	language	NOUN
cana-3214	82	10	models	model	NOUN
cana-3214	82	11	(	(	PUNCT
cana-3214	82	12	llms	llm	NOUN
cana-3214	82	13	)	)	PUNCT
cana-3214	82	14	on	on	ADP
cana-3214	82	15	higher	high	ADJ
cana-3214	82	16	education	education	NOUN
cana-3214	82	17	.	.	PUNCT
cana-3214	83	1	the	the	DET
cana-3214	83	2	research	research	NOUN
cana-3214	83	3	highlights	highlight	VERB
cana-3214	83	4	the	the	DET
cana-3214	83	5	potential	potential	NOUN
cana-3214	83	6	of	of	ADP
cana-3214	83	7	llms	llm	NOUN
cana-3214	83	8	like	like	ADP
cana-3214	83	9	gpt-4	gpt-4	X
cana-3214	83	10	to	to	PART
cana-3214	83	11	enhance	enhance	VERB
cana-3214	83	12	educational	educational	ADJ
cana-3214	83	13	practices	practice	NOUN
cana-3214	83	14	through	through	ADP
cana-3214	83	15	automated	automate	VERB
cana-3214	83	16	content	content	NOUN
cana-3214	83	17	generation	generation	NOUN
cana-3214	83	18	and	and	CCONJ
cana-3214	83	19	intelligent	intelligent	ADJ
cana-3214	83	20	tutoring	tutoring	NOUN
cana-3214	83	21	systems	system	NOUN
cana-3214	83	22	.	.	PUNCT
cana-3214	84	1	the	the	DET
cana-3214	84	2	methodology	methodology	NOUN
cana-3214	84	3	includes	include	VERB
cana-3214	84	4	both	both	CCONJ
cana-3214	84	5	qualitative	qualitative	ADJ
cana-3214	84	6	and	and	CCONJ
cana-3214	84	7	quantitative	quantitative	ADJ
cana-3214	84	8	analyses	analysis	NOUN
cana-3214	84	9	,	,	PUNCT
cana-3214	84	10	showing	show	VERB
cana-3214	84	11	that	that	SCONJ
cana-3214	84	12	these	these	DET
cana-3214	84	13	models	model	NOUN
cana-3214	84	14	can	can	AUX
cana-3214	84	15	significantly	significantly	ADV
cana-3214	84	16	improve	improve	VERB
cana-3214	84	17	educational	educational	ADJ
cana-3214	84	18	outcomes	outcome	NOUN
cana-3214	84	19	by	by	ADP
cana-3214	84	20	providing	provide	VERB
cana-3214	84	21	personalized	personalized	ADJ
cana-3214	84	22	learning	learn	VERB
cana-3214	84	23	experiences	experience	NOUN
cana-3214	84	24	.	.	PUNCT
cana-3214	85	1	however	however	ADV
cana-3214	85	2	,	,	PUNCT
cana-3214	85	3	the	the	DET
cana-3214	85	4	study	study	NOUN
cana-3214	85	5	acknowledges	acknowledge	VERB
cana-3214	85	6	the	the	DET
cana-3214	85	7	ethical	ethical	ADJ
cana-3214	85	8	dilemmas	dilemma	NOUN
cana-3214	85	9	and	and	CCONJ
cana-3214	85	10	the	the	DET
cana-3214	85	11	need	need	NOUN
cana-3214	85	12	for	for	ADP
cana-3214	85	13	robust	robust	ADJ
cana-3214	85	14	regulatory	regulatory	ADJ
cana-3214	85	15	frameworks	framework	NOUN
cana-3214	85	16	to	to	PART
cana-3214	85	17	manage	manage	VERB
cana-3214	85	18	ai	ai	VERB
cana-3214	85	19	applications	application	NOUN
cana-3214	85	20	in	in	ADP
cana-3214	85	21	education	education	NOUN
cana-3214	85	22	.	.	PUNCT
cana-3214	86	1	arti	arti	PROPN
cana-3214	86	2	gupta	gupta	PROPN
cana-3214	86	3	[	[	X
cana-3214	86	4	24	24	NUM
cana-3214	86	5	]	]	PUNCT
cana-3214	86	6	examines	examine	VERB
cana-3214	86	7	the	the	DET
cana-3214	86	8	transformative	transformative	ADJ
cana-3214	86	9	impact	impact	NOUN
cana-3214	86	10	of	of	ADP
cana-3214	86	11	generative	generative	NOUN
cana-3214	86	12	ai	ai	VERB
cana-3214	86	13	on	on	ADP
cana-3214	86	14	higher	high	ADJ
cana-3214	86	15	education	education	NOUN
cana-3214	86	16	.	.	PUNCT
cana-3214	87	1	the	the	DET
cana-3214	87	2	paper	paper	NOUN
cana-3214	87	3	focuses	focus	VERB
cana-3214	87	4	on	on	ADP
cana-3214	87	5	how	how	SCONJ
cana-3214	87	6	ai	ai	AUX
cana-3214	87	7	-	-	PUNCT
cana-3214	87	8	based	base	VERB
cana-3214	87	9	tools	tool	NOUN
cana-3214	87	10	such	such	ADJ
cana-3214	87	11	as	as	ADP
cana-3214	87	12	chatbots	chatbot	NOUN
cana-3214	87	13	and	and	CCONJ
cana-3214	87	14	virtual	virtual	ADJ
cana-3214	87	15	tutors	tutor	NOUN
cana-3214	87	16	are	be	AUX
cana-3214	87	17	revolutionizing	revolutionize	VERB
cana-3214	87	18	the	the	DET
cana-3214	87	19	educational	educational	ADJ
cana-3214	87	20	landscape	landscape	NOUN
cana-3214	87	21	.	.	PUNCT
cana-3214	88	1	through	through	ADP
cana-3214	88	2	empirical	empirical	ADJ
cana-3214	88	3	data	datum	NOUN
cana-3214	88	4	and	and	CCONJ
cana-3214	88	5	case	case	NOUN
cana-3214	88	6	studies	study	NOUN
cana-3214	88	7	,	,	PUNCT
cana-3214	88	8	it	it	PRON
cana-3214	88	9	is	be	AUX
cana-3214	88	10	evident	evident	ADJ
cana-3214	88	11	that	that	SCONJ
cana-3214	88	12	ai	ai	VERB
cana-3214	88	13	tools	tool	NOUN
cana-3214	88	14	can	can	AUX
cana-3214	88	15	provide	provide	VERB
cana-3214	88	16	personalized	personalized	ADJ
cana-3214	88	17	support	support	NOUN
cana-3214	88	18	and	and	CCONJ
cana-3214	88	19	feedback	feedback	VERB
cana-3214	88	20	to	to	ADP
cana-3214	88	21	students	student	NOUN
cana-3214	88	22	,	,	PUNCT
cana-3214	88	23	enhancing	enhance	VERB
cana-3214	88	24	their	their	PRON
cana-3214	88	25	learning	learning	NOUN
cana-3214	88	26	experience	experience	NOUN
cana-3214	88	27	.	.	PUNCT
cana-3214	89	1	the	the	DET
cana-3214	89	2	study	study	NOUN
cana-3214	89	3	underscores	underscore	VERB
cana-3214	89	4	the	the	DET
cana-3214	89	5	potential	potential	NOUN
cana-3214	89	6	of	of	ADP
cana-3214	89	7	ai	ai	VERB
cana-3214	89	8	to	to	PART
cana-3214	89	9	fill	fill	VERB
cana-3214	89	10	educational	educational	ADJ
cana-3214	89	11	gaps	gap	NOUN
cana-3214	89	12	but	but	CCONJ
cana-3214	89	13	may	may	AUX
cana-3214	89	14	not	not	PART
cana-3214	89	15	fully	fully	ADV
cana-3214	89	16	consider	consider	VERB
cana-3214	89	17	the	the	DET
cana-3214	89	18	challenges	challenge	NOUN
cana-3214	89	19	of	of	ADP
cana-3214	89	20	integrating	integrate	VERB
cana-3214	89	21	such	such	ADJ
cana-3214	89	22	technology	technology	NOUN
cana-3214	89	23	into	into	ADP
cana-3214	89	24	existing	exist	VERB
cana-3214	89	25	educational	educational	ADJ
cana-3214	89	26	systems	system	NOUN
cana-3214	89	27	.	.	PUNCT
cana-3214	90	1	even	even	ADV
cana-3214	90	2	with	with	ADP
cana-3214	90	3	a	a	DET
cana-3214	90	4	good	good	ADJ
cana-3214	90	5	theoretical	theoretical	ADJ
cana-3214	90	6	framework	framework	NOUN
cana-3214	90	7	,	,	PUNCT
cana-3214	90	8	there	there	PRON
cana-3214	90	9	are	be	VERB
cana-3214	90	10	still	still	ADV
cana-3214	90	11	big	big	ADJ
cana-3214	90	12	gaps	gap	NOUN
cana-3214	90	13	in	in	ADP
cana-3214	90	14	knowledge	knowledge	NOUN
cana-3214	90	15	.	.	PUNCT
cana-3214	91	1	there	there	PRON
cana-3214	91	2	is	be	VERB
cana-3214	91	3	not	not	PART
cana-3214	91	4	much	much	ADJ
cana-3214	91	5	proof	proof	NOUN
cana-3214	91	6	of	of	ADP
cana-3214	91	7	how	how	SCONJ
cana-3214	91	8	ai	ai	AUX
cana-3214	91	9	-	-	PUNCT
cana-3214	91	10	based	base	VERB
cana-3214	91	11	km	km	NOUN
cana-3214	91	12	tools	tool	NOUN
cana-3214	91	13	are	be	AUX
cana-3214	91	14	used	use	VERB
cana-3214	91	15	in	in	ADP
cana-3214	91	16	different	different	ADJ
cana-3214	91	17	institutions	institution	NOUN
cana-3214	91	18	and	and	CCONJ
cana-3214	91	19	their	their	PRON
cana-3214	91	20	real	real	ADJ
cana-3214	91	21	effect	effect	NOUN
cana-3214	91	22	on	on	ADP
cana-3214	91	23	education	education	NOUN
cana-3214	91	24	processes	process	NOUN
cana-3214	91	25	and	and	CCONJ
cana-3214	91	26	results	result	NOUN
cana-3214	91	27	.	.	PUNCT
cana-3214	92	1	also	also	ADV
cana-3214	92	2	,	,	PUNCT
cana-3214	92	3	we	we	PRON
cana-3214	92	4	do	do	AUX
cana-3214	92	5	n't	not	PART
cana-3214	92	6	know	know	VERB
cana-3214	92	7	much	much	ADJ
cana-3214	92	8	about	about	ADP
cana-3214	92	9	how	how	SCONJ
cana-3214	92	10	these	these	DET
cana-3214	92	11	tools	tool	NOUN
cana-3214	92	12	adapt	adapt	VERB
cana-3214	92	13	to	to	ADP
cana-3214	92	14	global	global	ADJ
cana-3214	92	15	disruptions	disruption	NOUN
cana-3214	92	16	like	like	ADP
cana-3214	92	17	the	the	DET
cana-3214	92	18	covid-19	covid-19	PROPN
cana-3214	92	19	pandemic	pandemic	NOUN
cana-3214	92	20	and	and	CCONJ
cana-3214	92	21	their	their	PRON
cana-3214	92	22	role	role	NOUN
cana-3214	92	23	in	in	ADP
cana-3214	92	24	supporting	support	VERB
cana-3214	92	25	remote	remote	ADJ
cana-3214	92	26	learning	learning	NOUN
cana-3214	92	27	.	.	PUNCT
cana-3214	93	1	filling	fill	VERB
cana-3214	93	2	these	these	DET
cana-3214	93	3	gaps	gap	NOUN
cana-3214	93	4	is	be	AUX
cana-3214	93	5	important	important	ADJ
cana-3214	93	6	for	for	ADP
cana-3214	93	7	heis	heis	NOUN
cana-3214	93	8	to	to	PART
cana-3214	93	9	make	make	VERB
cana-3214	93	10	smart	smart	ADJ
cana-3214	93	11	choices	choice	NOUN
cana-3214	93	12	about	about	ADP
cana-3214	93	13	using	use	VERB
cana-3214	93	14	ai	ai	PROPN
cana-3214	93	15	technologies	technology	NOUN
cana-3214	93	16	in	in	ADP
cana-3214	93	17	their	their	PRON
cana-3214	93	18	km	km	NOUN
cana-3214	93	19	systems	system	NOUN
cana-3214	93	20	.	.	PUNCT
cana-3214	94	1	this	this	DET
cana-3214	94	2	study	study	NOUN
cana-3214	94	3	aims	aim	VERB
cana-3214	94	4	to	to	PART
cana-3214	94	5	fill	fill	VERB
cana-3214	94	6	the	the	DET
cana-3214	94	7	gaps	gap	NOUN
cana-3214	94	8	by	by	ADP
cana-3214	94	9	analyzing	analyze	VERB
cana-3214	94	10	the	the	DET
cana-3214	94	11	impact	impact	NOUN
cana-3214	94	12	of	of	ADP
cana-3214	94	13	ai	ai	NOUN
cana-3214	94	14	-	-	PUNCT
cana-3214	94	15	based	base	VERB
cana-3214	94	16	km	km	NOUN
cana-3214	94	17	tools	tool	NOUN
cana-3214	94	18	in	in	ADP
cana-3214	94	19	heis	heis	NOUN
cana-3214	94	20	.	.	PUNCT
cana-3214	95	1	the	the	DET
cana-3214	95	2	main	main	ADJ
cana-3214	95	3	goals	goal	NOUN
cana-3214	95	4	are	be	AUX
cana-3214	95	5	to	to	PART
cana-3214	95	6	see	see	VERB
cana-3214	95	7	how	how	SCONJ
cana-3214	95	8	these	these	DET
cana-3214	95	9	tools	tool	NOUN
cana-3214	95	10	affect	affect	VERB
cana-3214	95	11	knowledge	knowledge	NOUN
cana-3214	95	12	management	management	NOUN
cana-3214	95	13	processes	process	NOUN
cana-3214	95	14	,	,	PUNCT
cana-3214	95	15	teaching	teach	VERB
cana-3214	95	16	quality	quality	NOUN
cana-3214	95	17	,	,	PUNCT
cana-3214	95	18	and	and	CCONJ
cana-3214	95	19	students	student	NOUN
cana-3214	95	20	'	'	PART
cana-3214	95	21	learning	learning	NOUN
cana-3214	95	22	experiences	experience	NOUN
cana-3214	95	23	.	.	PUNCT
cana-3214	96	1	the	the	DET
cana-3214	96	2	research	research	NOUN
cana-3214	96	3	asks	ask	VERB
cana-3214	96	4	:	:	PUNCT
cana-3214	96	5	1	1	X
cana-3214	96	6	.	.	X
cana-3214	97	1	how	how	SCONJ
cana-3214	97	2	effective	effective	ADJ
cana-3214	97	3	are	be	AUX
cana-3214	97	4	ai	ai	NOUN
cana-3214	97	5	-	-	PUNCT
cana-3214	97	6	based	base	VERB
cana-3214	97	7	km	km	NOUN
cana-3214	97	8	tools	tool	NOUN
cana-3214	97	9	in	in	ADP
cana-3214	97	10	improving	improve	VERB
cana-3214	97	11	knowledge	knowledge	NOUN
cana-3214	97	12	management	management	NOUN
cana-3214	97	13	processes	process	NOUN
cana-3214	97	14	in	in	ADP
cana-3214	97	15	heis	heis	NOUN
cana-3214	97	16	?	?	PUNCT
cana-3214	98	1	2	2	X
cana-3214	98	2	.	.	X
cana-3214	98	3	how	how	SCONJ
cana-3214	98	4	much	much	ADJ
cana-3214	98	5	do	do	AUX
cana-3214	98	6	these	these	DET
cana-3214	98	7	tools	tool	NOUN
cana-3214	98	8	improve	improve	VERB
cana-3214	98	9	teaching	teach	VERB
cana-3214	98	10	and	and	CCONJ
cana-3214	98	11	learning	learn	VERB
cana-3214	98	12	quality	quality	NOUN
cana-3214	98	13	over	over	ADP
cana-3214	98	14	time	time	NOUN
cana-3214	98	15	?	?	PUNCT
cana-3214	99	1	3	3	X
cana-3214	99	2	.	.	X
cana-3214	100	1	how	how	SCONJ
cana-3214	100	2	adaptable	adaptable	ADJ
cana-3214	100	3	are	be	AUX
cana-3214	100	4	ai	ai	NOUN
cana-3214	100	5	-	-	PUNCT
cana-3214	100	6	based	base	VERB
cana-3214	100	7	km	km	NOUN
cana-3214	100	8	tools	tool	NOUN
cana-3214	100	9	in	in	ADP
cana-3214	100	10	helping	help	VERB
cana-3214	100	11	heis	heis	VERB
cana-3214	100	12	during	during	ADP
cana-3214	100	13	global	global	ADJ
cana-3214	100	14	disruptions	disruption	NOUN
cana-3214	100	15	?	?	PUNCT
cana-3214	101	1	4	4	X
cana-3214	101	2	.	.	X
cana-3214	101	3	what	what	PRON
cana-3214	101	4	is	be	AUX
cana-3214	101	5	the	the	DET
cana-3214	101	6	impact	impact	NOUN
cana-3214	101	7	of	of	ADP
cana-3214	101	8	these	these	DET
cana-3214	101	9	tools	tool	NOUN
cana-3214	101	10	on	on	ADP
cana-3214	101	11	remote	remote	ADJ
cana-3214	101	12	learning	learning	NOUN
cana-3214	101	13	and	and	CCONJ
cana-3214	101	14	student	student	NOUN
cana-3214	101	15	motivation	motivation	NOUN
cana-3214	101	16	?	?	PUNCT
cana-3214	102	1	communications	communication	NOUN
cana-3214	102	2	on	on	ADP
cana-3214	102	3	applied	apply	VERB
cana-3214	102	4	nonlinear	nonlinear	ADJ
cana-3214	102	5	analysis	analysis	NOUN
cana-3214	102	6	issn	issn	NOUN
cana-3214	102	7	:	:	PUNCT
cana-3214	102	8	1074	1074	NUM
cana-3214	102	9	-	-	PUNCT
cana-3214	102	10	133x	133x	NUM
cana-3214	102	11	vol	vol	NOUN
cana-3214	102	12	32	32	NUM
cana-3214	102	13	no	no	NOUN
cana-3214	102	14	.	.	PUNCT
cana-3214	103	1	6s	6s	NUM
cana-3214	103	2	(	(	PUNCT
cana-3214	103	3	2025	2025	NUM
cana-3214	103	4	)	)	PUNCT
cana-3214	103	5	4	4	NUM
cana-3214	103	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	103	7	this	this	DET
cana-3214	103	8	research	research	NOUN
cana-3214	103	9	is	be	AUX
cana-3214	103	10	important	important	ADJ
cana-3214	103	11	because	because	SCONJ
cana-3214	103	12	it	it	PRON
cana-3214	103	13	can	can	AUX
cana-3214	103	14	give	give	VERB
cana-3214	103	15	heis	heis	VERB
cana-3214	103	16	evidence	evidence	NOUN
cana-3214	103	17	-	-	PUNCT
cana-3214	103	18	based	base	VERB
cana-3214	103	19	insights	insight	NOUN
cana-3214	103	20	into	into	ADP
cana-3214	103	21	the	the	DET
cana-3214	103	22	benefits	benefit	NOUN
cana-3214	103	23	and	and	CCONJ
cana-3214	103	24	challenges	challenge	NOUN
cana-3214	103	25	of	of	ADP
cana-3214	103	26	using	use	VERB
cana-3214	103	27	ai	ai	NOUN
cana-3214	103	28	-	-	PUNCT
cana-3214	103	29	based	base	VERB
cana-3214	103	30	km	km	NOUN
cana-3214	103	31	tools	tool	NOUN
cana-3214	103	32	.	.	PUNCT
cana-3214	104	1	by	by	ADP
cana-3214	104	2	filling	fill	VERB
cana-3214	104	3	the	the	DET
cana-3214	104	4	gaps	gap	NOUN
cana-3214	104	5	in	in	ADP
cana-3214	104	6	current	current	ADJ
cana-3214	104	7	research	research	NOUN
cana-3214	104	8	,	,	PUNCT
cana-3214	104	9	this	this	DET
cana-3214	104	10	study	study	NOUN
cana-3214	104	11	aims	aim	VERB
cana-3214	104	12	to	to	PART
cana-3214	104	13	advance	advance	VERB
cana-3214	104	14	educational	educational	ADJ
cana-3214	104	15	technology	technology	NOUN
cana-3214	104	16	and	and	CCONJ
cana-3214	104	17	develop	develop	VERB
cana-3214	104	18	better	well	ADJ
cana-3214	104	19	km	km	NOUN
cana-3214	104	20	strategies	strategy	NOUN
cana-3214	104	21	.	.	PUNCT
cana-3214	105	1	the	the	DET
cana-3214	105	2	findings	finding	NOUN
cana-3214	105	3	will	will	AUX
cana-3214	105	4	offer	offer	VERB
cana-3214	105	5	practical	practical	ADJ
cana-3214	105	6	advice	advice	NOUN
cana-3214	105	7	for	for	ADP
cana-3214	105	8	heis	heis	NOUN
cana-3214	105	9	wanting	want	VERB
cana-3214	105	10	to	to	PART
cana-3214	105	11	use	use	VERB
cana-3214	105	12	ai	ai	ADJ
cana-3214	105	13	technologies	technology	NOUN
cana-3214	105	14	better	well	ADV
cana-3214	105	15	,	,	PUNCT
cana-3214	105	16	improving	improve	VERB
cana-3214	105	17	educational	educational	ADJ
cana-3214	105	18	outcomes	outcome	NOUN
cana-3214	105	19	and	and	CCONJ
cana-3214	105	20	institutional	institutional	ADJ
cana-3214	105	21	resilience	resilience	NOUN
cana-3214	105	22	.	.	PUNCT
cana-3214	106	1	the	the	DET
cana-3214	106	2	rest	rest	NOUN
cana-3214	106	3	of	of	ADP
cana-3214	106	4	this	this	DET
cana-3214	106	5	paper	paper	NOUN
cana-3214	106	6	is	be	AUX
cana-3214	106	7	structured	structure	VERB
cana-3214	106	8	as	as	SCONJ
cana-3214	106	9	follows	follow	VERB
cana-3214	106	10	:	:	PUNCT
cana-3214	106	11	the	the	DET
cana-3214	106	12	methodology	methodology	NOUN
cana-3214	106	13	section	section	NOUN
cana-3214	106	14	explains	explain	VERB
cana-3214	106	15	the	the	DET
cana-3214	106	16	research	research	NOUN
cana-3214	106	17	design	design	NOUN
cana-3214	106	18	,	,	PUNCT
cana-3214	106	19	data	data	NOUN
cana-3214	106	20	collection	collection	NOUN
cana-3214	106	21	,	,	PUNCT
cana-3214	106	22	and	and	CCONJ
cana-3214	106	23	analysis	analysis	NOUN
cana-3214	106	24	methods	method	NOUN
cana-3214	106	25	used	use	VERB
cana-3214	106	26	.	.	PUNCT
cana-3214	107	1	the	the	DET
cana-3214	107	2	results	result	NOUN
cana-3214	107	3	section	section	NOUN
cana-3214	107	4	shows	show	VERB
cana-3214	107	5	the	the	DET
cana-3214	107	6	findings	finding	NOUN
cana-3214	107	7	from	from	ADP
cana-3214	107	8	the	the	DET
cana-3214	107	9	statistical	statistical	ADJ
cana-3214	107	10	analyses	analysis	NOUN
cana-3214	107	11	.	.	PUNCT
cana-3214	108	1	the	the	DET
cana-3214	108	2	discussion	discussion	NOUN
cana-3214	108	3	section	section	NOUN
cana-3214	108	4	talks	talk	NOUN
cana-3214	108	5	about	about	ADP
cana-3214	108	6	these	these	DET
cana-3214	108	7	findings	finding	NOUN
cana-3214	108	8	in	in	ADP
cana-3214	108	9	detail	detail	NOUN
cana-3214	108	10	.	.	PUNCT
cana-3214	109	1	finally	finally	ADV
cana-3214	109	2	,	,	PUNCT
cana-3214	109	3	the	the	DET
cana-3214	109	4	conclusion	conclusion	NOUN
cana-3214	109	5	summarizes	summarize	VERB
cana-3214	109	6	the	the	DET
cana-3214	109	7	key	key	ADJ
cana-3214	109	8	insights	insight	NOUN
cana-3214	109	9	,	,	PUNCT
cana-3214	109	10	discusses	discuss	VERB
cana-3214	109	11	the	the	DET
cana-3214	109	12	implications	implication	NOUN
cana-3214	109	13	for	for	ADP
cana-3214	109	14	practice	practice	NOUN
cana-3214	109	15	and	and	CCONJ
cana-3214	109	16	future	future	ADJ
cana-3214	109	17	research	research	NOUN
cana-3214	109	18	,	,	PUNCT
cana-3214	109	19	and	and	CCONJ
cana-3214	109	20	provides	provide	VERB
cana-3214	109	21	final	final	ADJ
cana-3214	109	22	thoughts	thought	NOUN
cana-3214	109	23	on	on	ADP
cana-3214	109	24	the	the	DET
cana-3214	109	25	study	study	NOUN
cana-3214	109	26	's	's	PART
cana-3214	109	27	contributions	contribution	NOUN
cana-3214	109	28	to	to	ADP
cana-3214	109	29	the	the	DET
cana-3214	109	30	field	field	NOUN
cana-3214	109	31	.	.	PUNCT
cana-3214	110	1	1	1	NUM
cana-3214	110	2	methodology	methodology	NOUN
cana-3214	110	3	research	research	NOUN
cana-3214	110	4	design	design	NOUN
cana-3214	110	5	:	:	PUNCT
cana-3214	110	6	this	this	DET
cana-3214	110	7	study	study	NOUN
cana-3214	110	8	used	use	VERB
cana-3214	110	9	an	an	DET
cana-3214	110	10	observational	observational	ADJ
cana-3214	110	11	survey	survey	NOUN
cana-3214	110	12	design	design	NOUN
cana-3214	110	13	to	to	PART
cana-3214	110	14	check	check	VERB
cana-3214	110	15	how	how	SCONJ
cana-3214	110	16	ai	ai	AUX
cana-3214	110	17	-	-	PUNCT
cana-3214	110	18	based	base	VERB
cana-3214	110	19	knowledge	knowledge	NOUN
cana-3214	110	20	management	management	NOUN
cana-3214	110	21	(	(	PUNCT
cana-3214	110	22	km	km	NOUN
cana-3214	110	23	)	)	PUNCT
cana-3214	110	24	tools	tool	NOUN
cana-3214	110	25	work	work	VERB
cana-3214	110	26	in	in	ADP
cana-3214	110	27	higher	high	ADJ
cana-3214	110	28	education	education	NOUN
cana-3214	110	29	institutions	institution	NOUN
cana-3214	110	30	(	(	PUNCT
cana-3214	110	31	heis	heis	PROPN
cana-3214	110	32	)	)	PUNCT
cana-3214	110	33	.	.	PUNCT
cana-3214	111	1	we	we	PRON
cana-3214	111	2	chose	choose	VERB
cana-3214	111	3	this	this	DET
cana-3214	111	4	design	design	NOUN
cana-3214	111	5	because	because	SCONJ
cana-3214	111	6	it	it	PRON
cana-3214	111	7	lets	let	VERB
cana-3214	111	8	us	we	PRON
cana-3214	111	9	collect	collect	VERB
cana-3214	111	10	data	datum	NOUN
cana-3214	111	11	in	in	ADP
cana-3214	111	12	a	a	DET
cana-3214	111	13	real	real	ADJ
cana-3214	111	14	-	-	PUNCT
cana-3214	111	15	world	world	NOUN
cana-3214	111	16	setting	setting	NOUN
cana-3214	111	17	without	without	ADP
cana-3214	111	18	changing	change	VERB
cana-3214	111	19	the	the	DET
cana-3214	111	20	environment	environment	NOUN
cana-3214	111	21	or	or	CCONJ
cana-3214	111	22	behavior	behavior	NOUN
cana-3214	111	23	of	of	ADP
cana-3214	111	24	participants	participant	NOUN
cana-3214	111	25	.	.	PUNCT
cana-3214	112	1	this	this	DET
cana-3214	112	2	way	way	NOUN
cana-3214	112	3	,	,	PUNCT
cana-3214	112	4	we	we	PRON
cana-3214	112	5	can	can	AUX
cana-3214	112	6	understand	understand	VERB
cana-3214	112	7	how	how	SCONJ
cana-3214	112	8	different	different	ADJ
cana-3214	112	9	people	people	NOUN
cana-3214	112	10	feel	feel	VERB
cana-3214	112	11	about	about	ADP
cana-3214	112	12	using	use	VERB
cana-3214	112	13	ai	ai	NOUN
cana-3214	112	14	-	-	PUNCT
cana-3214	112	15	based	base	VERB
cana-3214	112	16	km	km	NOUN
cana-3214	112	17	tools	tool	NOUN
cana-3214	112	18	in	in	ADP
cana-3214	112	19	their	their	PRON
cana-3214	112	20	institutions	institution	NOUN
cana-3214	112	21	.	.	PUNCT
cana-3214	113	1	participants	participant	NOUN
cana-3214	113	2	/	/	SYM
cana-3214	113	3	subjects	subject	NOUN
cana-3214	113	4	:	:	PUNCT
cana-3214	113	5	we	we	PRON
cana-3214	113	6	studied	study	VERB
cana-3214	113	7	administrators	administrator	NOUN
cana-3214	113	8	,	,	PUNCT
cana-3214	113	9	management	management	NOUN
cana-3214	113	10	,	,	PUNCT
cana-3214	113	11	students	student	NOUN
cana-3214	113	12	,	,	PUNCT
cana-3214	113	13	and	and	CCONJ
cana-3214	113	14	teachers	teacher	NOUN
cana-3214	113	15	from	from	ADP
cana-3214	113	16	different	different	ADJ
cana-3214	113	17	heis	heis	NOUN
cana-3214	113	18	.	.	PUNCT
cana-3214	114	1	we	we	PRON
cana-3214	114	2	used	use	VERB
cana-3214	114	3	a	a	DET
cana-3214	114	4	stratified	stratified	ADJ
cana-3214	114	5	sampling	sampling	NOUN
cana-3214	114	6	method	method	NOUN
cana-3214	114	7	to	to	PART
cana-3214	114	8	get	get	VERB
cana-3214	114	9	representatives	representative	NOUN
cana-3214	114	10	from	from	ADP
cana-3214	114	11	each	each	DET
cana-3214	114	12	group	group	NOUN
cana-3214	114	13	.	.	PUNCT
cana-3214	115	1	participants	participant	NOUN
cana-3214	115	2	were	be	AUX
cana-3214	115	3	picked	pick	VERB
cana-3214	115	4	based	base	VERB
cana-3214	115	5	on	on	ADP
cana-3214	115	6	their	their	PRON
cana-3214	115	7	roles	role	NOUN
cana-3214	115	8	in	in	ADP
cana-3214	115	9	the	the	DET
cana-3214	115	10	institution	institution	NOUN
cana-3214	115	11	to	to	PART
cana-3214	115	12	get	get	VERB
cana-3214	115	13	many	many	ADJ
cana-3214	115	14	viewpoints	viewpoint	NOUN
cana-3214	115	15	.	.	PUNCT
cana-3214	116	1	to	to	PART
cana-3214	116	2	join	join	VERB
cana-3214	116	3	,	,	PUNCT
cana-3214	116	4	they	they	PRON
cana-3214	116	5	had	have	VERB
cana-3214	116	6	to	to	PART
cana-3214	116	7	be	be	AUX
cana-3214	116	8	working	work	VERB
cana-3214	116	9	or	or	CCONJ
cana-3214	116	10	studying	study	VERB
cana-3214	116	11	in	in	ADP
cana-3214	116	12	a	a	DET
cana-3214	116	13	hei	hei	PROPN
cana-3214	116	14	and	and	CCONJ
cana-3214	116	15	know	know	VERB
cana-3214	116	16	about	about	ADP
cana-3214	116	17	ai	ai	NOUN
cana-3214	116	18	-	-	PUNCT
cana-3214	116	19	based	base	VERB
cana-3214	116	20	km	km	NOUN
cana-3214	116	21	tools	tool	NOUN
cana-3214	116	22	.	.	PUNCT
cana-3214	117	1	if	if	SCONJ
cana-3214	117	2	they	they	PRON
cana-3214	117	3	did	do	AUX
cana-3214	117	4	not	not	PART
cana-3214	117	5	meet	meet	VERB
cana-3214	117	6	these	these	DET
cana-3214	117	7	criteria	criterion	NOUN
cana-3214	117	8	,	,	PUNCT
cana-3214	117	9	they	they	PRON
cana-3214	117	10	could	could	AUX
cana-3214	117	11	not	not	PART
cana-3214	117	12	join.we	join.we	PROPN
cana-3214	117	13	surveyed	survey	VERB
cana-3214	117	14	291	291	NUM
cana-3214	117	15	people	people	NOUN
cana-3214	117	16	:	:	PUNCT
cana-3214	117	17	40	40	NUM
cana-3214	117	18	administrators	administrator	NOUN
cana-3214	117	19	,	,	PUNCT
cana-3214	117	20	31	31	NUM
cana-3214	117	21	management	management	NOUN
cana-3214	117	22	staff	staff	NOUN
cana-3214	117	23	,	,	PUNCT
cana-3214	117	24	100	100	NUM
cana-3214	117	25	students	student	NOUN
cana-3214	117	26	,	,	PUNCT
cana-3214	117	27	and	and	CCONJ
cana-3214	117	28	120	120	NUM
cana-3214	117	29	teachers	teacher	NOUN
cana-3214	117	30	.	.	PUNCT
cana-3214	118	1	we	we	PRON
cana-3214	118	2	collected	collect	VERB
cana-3214	118	3	details	detail	NOUN
cana-3214	118	4	like	like	ADP
cana-3214	118	5	gender	gender	NOUN
cana-3214	118	6	,	,	PUNCT
cana-3214	118	7	age	age	NOUN
cana-3214	118	8	,	,	PUNCT
cana-3214	118	9	academic	academic	ADJ
cana-3214	118	10	background	background	NOUN
cana-3214	118	11	,	,	PUNCT
cana-3214	118	12	and	and	CCONJ
cana-3214	118	13	years	year	NOUN
cana-3214	118	14	of	of	ADP
cana-3214	118	15	experience	experience	NOUN
cana-3214	118	16	.	.	PUNCT
cana-3214	119	1	materials	material	NOUN
cana-3214	119	2	and	and	CCONJ
cana-3214	119	3	procedures	procedure	NOUN
cana-3214	119	4	:	:	PUNCT
cana-3214	119	5	we	we	PRON
cana-3214	119	6	used	use	VERB
cana-3214	119	7	a	a	DET
cana-3214	119	8	structured	structured	ADJ
cana-3214	119	9	survey	survey	NOUN
cana-3214	119	10	to	to	PART
cana-3214	119	11	collect	collect	VERB
cana-3214	119	12	data	datum	NOUN
cana-3214	119	13	.	.	PUNCT
cana-3214	120	1	the	the	DET
cana-3214	120	2	survey	survey	NOUN
cana-3214	120	3	had	have	VERB
cana-3214	120	4	different	different	ADJ
cana-3214	120	5	sections	section	NOUN
cana-3214	120	6	for	for	ADP
cana-3214	120	7	each	each	DET
cana-3214	120	8	group	group	NOUN
cana-3214	120	9	of	of	ADP
cana-3214	120	10	participants	participant	NOUN
cana-3214	120	11	.	.	PUNCT
cana-3214	121	1	it	it	PRON
cana-3214	121	2	included	include	VERB
cana-3214	121	3	demographic	demographic	ADJ
cana-3214	121	4	questions	question	NOUN
cana-3214	121	5	,	,	PUNCT
cana-3214	121	6	likert	likert	ADJ
cana-3214	121	7	-	-	NOUN
cana-3214	121	8	scale	scale	NOUN
cana-3214	121	9	questions	question	NOUN
cana-3214	121	10	to	to	PART
cana-3214	121	11	measure	measure	VERB
cana-3214	121	12	opinions	opinion	NOUN
cana-3214	121	13	and	and	CCONJ
cana-3214	121	14	experiences	experience	NOUN
cana-3214	121	15	with	with	ADP
cana-3214	121	16	ai	ai	ADV
cana-3214	121	17	-	-	PUNCT
cana-3214	121	18	based	base	VERB
cana-3214	121	19	km	km	NOUN
cana-3214	121	20	tools	tool	NOUN
cana-3214	121	21	,	,	PUNCT
cana-3214	121	22	and	and	CCONJ
cana-3214	121	23	open	open	ADV
cana-3214	121	24	-	-	PUNCT
cana-3214	121	25	ended	end	VERB
cana-3214	121	26	questions	question	NOUN
cana-3214	121	27	for	for	ADP
cana-3214	121	28	more	more	ADV
cana-3214	121	29	detailed	detailed	ADJ
cana-3214	121	30	feedback	feedback	NOUN
cana-3214	121	31	.	.	PUNCT
cana-3214	122	1	the	the	DET
cana-3214	122	2	survey	survey	NOUN
cana-3214	122	3	was	be	AUX
cana-3214	122	4	given	give	VERB
cana-3214	122	5	online	online	ADV
cana-3214	122	6	for	for	ADP
cana-3214	122	7	easy	easy	ADJ
cana-3214	122	8	access	access	NOUN
cana-3214	122	9	.	.	PUNCT
cana-3214	123	1	educational	educational	ADJ
cana-3214	123	2	technology	technology	NOUN
cana-3214	123	3	experts	expert	NOUN
cana-3214	123	4	helped	help	VERB
cana-3214	123	5	design	design	VERB
cana-3214	123	6	the	the	DET
cana-3214	123	7	survey	survey	NOUN
cana-3214	123	8	to	to	PART
cana-3214	123	9	ensure	ensure	VERB
cana-3214	123	10	it	it	PRON
cana-3214	123	11	was	be	AUX
cana-3214	123	12	clear	clear	ADJ
cana-3214	123	13	and	and	CCONJ
cana-3214	123	14	relevant	relevant	ADJ
cana-3214	123	15	.	.	PUNCT
cana-3214	124	1	we	we	PRON
cana-3214	124	2	did	do	VERB
cana-3214	124	3	a	a	DET
cana-3214	124	4	pilot	pilot	NOUN
cana-3214	124	5	test	test	NOUN
cana-3214	124	6	with	with	ADP
cana-3214	124	7	a	a	DET
cana-3214	124	8	small	small	ADJ
cana-3214	124	9	group	group	NOUN
cana-3214	124	10	to	to	PART
cana-3214	124	11	improve	improve	VERB
cana-3214	124	12	the	the	DET
cana-3214	124	13	questions	question	NOUN
cana-3214	124	14	.	.	PUNCT
cana-3214	125	1	the	the	DET
cana-3214	125	2	final	final	ADJ
cana-3214	125	3	survey	survey	NOUN
cana-3214	125	4	was	be	AUX
cana-3214	125	5	sent	send	VERB
cana-3214	125	6	by	by	ADP
cana-3214	125	7	email	email	NOUN
cana-3214	125	8	and	and	CCONJ
cana-3214	125	9	through	through	ADP
cana-3214	125	10	institutional	institutional	ADJ
cana-3214	125	11	portals	portal	NOUN
cana-3214	125	12	,	,	PUNCT
cana-3214	125	13	with	with	ADP
cana-3214	125	14	a	a	DET
cana-3214	125	15	two	two	NUM
cana-3214	125	16	-	-	PUNCT
cana-3214	125	17	week	week	NOUN
cana-3214	125	18	deadline	deadline	NOUN
cana-3214	125	19	.	.	PUNCT
cana-3214	126	1	we	we	PRON
cana-3214	126	2	kept	keep	VERB
cana-3214	126	3	responses	response	NOUN
cana-3214	126	4	anonymous	anonymous	ADJ
cana-3214	126	5	and	and	CCONJ
cana-3214	126	6	used	use	VERB
cana-3214	126	7	a	a	DET
cana-3214	126	8	secure	secure	ADJ
cana-3214	126	9	online	online	ADJ
cana-3214	126	10	platform	platform	NOUN
cana-3214	126	11	to	to	PART
cana-3214	126	12	protect	protect	VERB
cana-3214	126	13	privacy	privacy	NOUN
cana-3214	126	14	.	.	PUNCT
cana-3214	127	1	there	there	PRON
cana-3214	127	2	were	be	VERB
cana-3214	127	3	no	no	DET
cana-3214	127	4	changes	change	NOUN
cana-3214	127	5	or	or	CCONJ
cana-3214	127	6	treatments	treatment	NOUN
cana-3214	127	7	applied	apply	VERB
cana-3214	127	8	in	in	ADP
cana-3214	127	9	this	this	DET
cana-3214	127	10	observational	observational	ADJ
cana-3214	127	11	study	study	NOUN
cana-3214	127	12	.	.	PUNCT
cana-3214	128	1	data	datum	NOUN
cana-3214	128	2	analysis	analysis	NOUN
cana-3214	128	3	:	:	PUNCT
cana-3214	128	4	we	we	PRON
cana-3214	128	5	cleaned	clean	VERB
cana-3214	128	6	the	the	DET
cana-3214	128	7	collected	collect	VERB
cana-3214	128	8	data	datum	NOUN
cana-3214	128	9	and	and	CCONJ
cana-3214	128	10	prepared	prepare	VERB
cana-3214	128	11	it	it	PRON
cana-3214	128	12	for	for	ADP
cana-3214	128	13	analysis	analysis	NOUN
cana-3214	128	14	.	.	PUNCT
cana-3214	129	1	non	non	ADJ
cana-3214	129	2	-	-	ADJ
cana-3214	129	3	numeric	numeric	ADJ
cana-3214	129	4	responses	response	NOUN
cana-3214	129	5	were	be	AUX
cana-3214	129	6	turned	turn	VERB
cana-3214	129	7	into	into	ADP
cana-3214	129	8	numbers	number	NOUN
cana-3214	129	9	when	when	SCONJ
cana-3214	129	10	needed	need	VERB
cana-3214	129	11	,	,	PUNCT
cana-3214	129	12	and	and	CCONJ
cana-3214	129	13	we	we	PRON
cana-3214	129	14	checked	check	VERB
cana-3214	129	15	for	for	ADP
cana-3214	129	16	any	any	DET
cana-3214	129	17	missing	miss	VERB
cana-3214	129	18	data	datum	NOUN
cana-3214	129	19	.	.	PUNCT
cana-3214	130	1	we	we	PRON
cana-3214	130	2	used	use	VERB
cana-3214	130	3	descriptive	descriptive	ADJ
cana-3214	130	4	statistics	statistic	NOUN
cana-3214	130	5	to	to	PART
cana-3214	130	6	summarize	summarize	VERB
cana-3214	130	7	demographic	demographic	ADJ
cana-3214	130	8	details	detail	NOUN
cana-3214	130	9	and	and	CCONJ
cana-3214	130	10	survey	survey	NOUN
cana-3214	130	11	answers	answer	NOUN
cana-3214	130	12	,	,	PUNCT
cana-3214	130	13	including	include	VERB
cana-3214	130	14	mean	mean	ADJ
cana-3214	130	15	,	,	PUNCT
cana-3214	130	16	standard	standard	ADJ
cana-3214	130	17	deviation	deviation	NOUN
cana-3214	130	18	,	,	PUNCT
cana-3214	130	19	median	median	NOUN
cana-3214	130	20	,	,	PUNCT
cana-3214	130	21	and	and	CCONJ
cana-3214	130	22	interquartile	interquartile	ADJ
cana-3214	130	23	range	range	NOUN
cana-3214	130	24	.	.	PUNCT
cana-3214	131	1	for	for	ADP
cana-3214	131	2	statistical	statistical	ADJ
cana-3214	131	3	analysis	analysis	NOUN
cana-3214	131	4	,	,	PUNCT
cana-3214	131	5	we	we	PRON
cana-3214	131	6	used	use	VERB
cana-3214	131	7	:	:	PUNCT
cana-3214	131	8	•	•	NUM
cana-3214	131	9	mann	mann	PROPN
cana-3214	131	10	-	-	PUNCT
cana-3214	131	11	whitney	whitney	PROPN
cana-3214	131	12	u	u	NOUN
cana-3214	131	13	tests	test	VERB
cana-3214	131	14	to	to	PART
cana-3214	131	15	compare	compare	VERB
cana-3214	131	16	two	two	NUM
cana-3214	131	17	groups	group	NOUN
cana-3214	131	18	•	•	ADP
cana-3214	131	19	kruskal	kruskal	PROPN
cana-3214	131	20	-	-	PUNCT
cana-3214	131	21	wallis	wallis	PROPN
cana-3214	131	22	h	h	PROPN
cana-3214	131	23	tests	test	VERB
cana-3214	131	24	to	to	PART
cana-3214	131	25	compare	compare	VERB
cana-3214	131	26	more	more	ADJ
cana-3214	131	27	than	than	ADP
cana-3214	131	28	two	two	NUM
cana-3214	131	29	groups	group	NOUN
cana-3214	131	30	communications	communication	NOUN
cana-3214	131	31	on	on	ADP
cana-3214	131	32	applied	apply	VERB
cana-3214	131	33	nonlinear	nonlinear	ADJ
cana-3214	131	34	analysis	analysis	NOUN
cana-3214	131	35	issn	issn	NOUN
cana-3214	131	36	:	:	PUNCT
cana-3214	131	37	1074	1074	NUM
cana-3214	131	38	-	-	PUNCT
cana-3214	131	39	133x	133x	NUM
cana-3214	131	40	vol	vol	NOUN
cana-3214	131	41	32	32	NUM
cana-3214	131	42	no	no	NOUN
cana-3214	131	43	.	.	PUNCT
cana-3214	132	1	6s	6s	NUM
cana-3214	132	2	(	(	PUNCT
cana-3214	132	3	2025	2025	NUM
cana-3214	132	4	)	)	PUNCT
cana-3214	132	5	5	5	NUM
cana-3214	132	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-3214	132	7	•	•	NUM
cana-3214	132	8	chi	chi	ADJ
cana-3214	132	9	-	-	PUNCT
cana-3214	132	10	square	square	ADJ
cana-3214	132	11	tests	test	NOUN
cana-3214	132	12	to	to	PART
cana-3214	132	13	check	check	VERB
cana-3214	132	14	relationships	relationship	NOUN
cana-3214	132	15	between	between	ADP
cana-3214	132	16	categorical	categorical	ADJ
cana-3214	132	17	variables	variable	NOUN
cana-3214	132	18	•	•	ADP
cana-3214	132	19	one	one	NUM
cana-3214	132	20	-	-	PUNCT
cana-3214	132	21	sample	sample	NOUN
cana-3214	132	22	t	t	NOUN
cana-3214	132	23	-	-	PUNCT
cana-3214	132	24	tests	test	NOUN
cana-3214	132	25	to	to	PART
cana-3214	132	26	compare	compare	VERB
cana-3214	132	27	a	a	DET
cana-3214	132	28	single	single	ADJ
cana-3214	132	29	group	group	NOUN
cana-3214	132	30	’s	’s	PART
cana-3214	132	31	mean	mean	NOUN
cana-3214	132	32	to	to	ADP
cana-3214	132	33	a	a	DET
cana-3214	132	34	known	know	VERB
cana-3214	132	35	value	value	NOUN
cana-3214	132	36	we	we	PRON
cana-3214	132	37	chose	choose	VERB
cana-3214	132	38	these	these	DET
cana-3214	132	39	tests	test	NOUN
cana-3214	132	40	based	base	VERB
cana-3214	132	41	on	on	ADP
cana-3214	132	42	the	the	DET
cana-3214	132	43	type	type	NOUN
cana-3214	132	44	of	of	ADP
cana-3214	132	45	data	datum	NOUN
cana-3214	132	46	(	(	PUNCT
cana-3214	132	47	ordinal	ordinal	ADJ
cana-3214	132	48	and	and	CCONJ
cana-3214	132	49	nominal	nominal	ADJ
cana-3214	132	50	)	)	PUNCT
cana-3214	132	51	and	and	CCONJ
cana-3214	132	52	the	the	DET
cana-3214	132	53	study	study	NOUN
cana-3214	132	54	’s	’s	PART
cana-3214	132	55	goals	goal	NOUN
cana-3214	132	56	.	.	PUNCT
cana-3214	133	1	ethical	ethical	ADJ
cana-3214	133	2	considerations	consideration	NOUN
cana-3214	133	3	:	:	PUNCT
cana-3214	133	4	we	we	PRON
cana-3214	133	5	followed	follow	VERB
cana-3214	133	6	strict	strict	ADJ
cana-3214	133	7	ethical	ethical	ADJ
cana-3214	133	8	rules	rule	NOUN
cana-3214	133	9	.	.	PUNCT
cana-3214	134	1	participants	participant	NOUN
cana-3214	134	2	were	be	AUX
cana-3214	134	3	informed	inform	VERB
cana-3214	134	4	about	about	ADP
cana-3214	134	5	the	the	DET
cana-3214	134	6	study	study	NOUN
cana-3214	134	7	's	's	PART
cana-3214	134	8	purpose	purpose	NOUN
cana-3214	134	9	,	,	PUNCT
cana-3214	134	10	their	their	PRON
cana-3214	134	11	voluntary	voluntary	ADJ
cana-3214	134	12	participation	participation	NOUN
cana-3214	134	13	,	,	PUNCT
cana-3214	134	14	and	and	CCONJ
cana-3214	134	15	their	their	PRON
cana-3214	134	16	right	right	NOUN
cana-3214	134	17	to	to	PART
cana-3214	134	18	quit	quit	VERB
cana-3214	134	19	anytime	anytime	ADV
cana-3214	134	20	without	without	ADP
cana-3214	134	21	penalty	penalty	NOUN
cana-3214	134	22	.	.	PUNCT
cana-3214	135	1	we	we	PRON
cana-3214	135	2	got	get	AUX
cana-3214	135	3	informed	inform	VERB
cana-3214	135	4	consent	consent	NOUN
cana-3214	135	5	from	from	ADP
cana-3214	135	6	all	all	DET
cana-3214	135	7	participants	participant	NOUN
cana-3214	135	8	before	before	SCONJ
cana-3214	135	9	they	they	PRON
cana-3214	135	10	started	start	VERB
cana-3214	135	11	the	the	DET
cana-3214	135	12	survey	survey	NOUN
cana-3214	135	13	.	.	PUNCT
cana-3214	136	1	the	the	DET
cana-3214	136	2	study	study	NOUN
cana-3214	136	3	was	be	AUX
cana-3214	136	4	approved	approve	VERB
cana-3214	136	5	by	by	ADP
cana-3214	136	6	the	the	DET
cana-3214	136	7	institutional	institutional	PROPN
cana-3214	136	8	review	review	PROPN
cana-3214	136	9	board	board	NOUN
cana-3214	136	10	(	(	PUNCT
cana-3214	136	11	irb	irb	PROPN
cana-3214	136	12	)	)	PUNCT
cana-3214	136	13	of	of	ADP
cana-3214	136	14	the	the	DET
cana-3214	136	15	lead	lead	ADJ
cana-3214	136	16	researcher	researcher	NOUN
cana-3214	136	17	’s	’s	PART
cana-3214	136	18	institution	institution	NOUN
cana-3214	136	19	,	,	PUNCT
cana-3214	136	20	ensuring	ensure	VERB
cana-3214	136	21	it	it	PRON
cana-3214	136	22	met	meet	VERB
cana-3214	136	23	ethical	ethical	ADJ
cana-3214	136	24	standards	standard	NOUN
cana-3214	136	25	for	for	ADP
cana-3214	136	26	research	research	NOUN
cana-3214	136	27	with	with	ADP
cana-3214	136	28	human	human	ADJ
cana-3214	136	29	subjects	subject	NOUN
cana-3214	136	30	.	.	PUNCT
cana-3214	137	1	this	this	DET
cana-3214	137	2	methodology	methodology	NOUN
cana-3214	137	3	provides	provide	VERB
cana-3214	137	4	a	a	DET
cana-3214	137	5	clear	clear	ADJ
cana-3214	137	6	way	way	NOUN
cana-3214	137	7	to	to	PART
cana-3214	137	8	understand	understand	VERB
cana-3214	137	9	how	how	SCONJ
cana-3214	137	10	the	the	DET
cana-3214	137	11	research	research	NOUN
cana-3214	137	12	was	be	AUX
cana-3214	137	13	done	do	VERB
cana-3214	137	14	,	,	PUNCT
cana-3214	137	15	making	make	VERB
cana-3214	137	16	it	it	PRON
cana-3214	137	17	possible	possible	ADJ
cana-3214	137	18	for	for	SCONJ
cana-3214	137	19	other	other	ADJ
cana-3214	137	20	researchers	researcher	NOUN
cana-3214	137	21	to	to	PART
cana-3214	137	22	repeat	repeat	VERB
cana-3214	137	23	the	the	DET
cana-3214	137	24	study	study	NOUN
cana-3214	137	25	if	if	SCONJ
cana-3214	137	26	needed	need	VERB
cana-3214	137	27	.	.	PUNCT
cana-3214	138	1	by	by	ADP
cana-3214	138	2	using	use	VERB
cana-3214	138	3	a	a	DET
cana-3214	138	4	structured	structured	ADJ
cana-3214	138	5	approach	approach	NOUN
cana-3214	138	6	to	to	ADP
cana-3214	138	7	data	data	NOUN
cana-3214	138	8	collection	collection	NOUN
cana-3214	138	9	and	and	CCONJ
cana-3214	138	10	analysis	analysis	NOUN
cana-3214	138	11	,	,	PUNCT
cana-3214	138	12	this	this	DET
cana-3214	138	13	study	study	NOUN
cana-3214	138	14	aims	aim	VERB
cana-3214	138	15	to	to	PART
cana-3214	138	16	give	give	VERB
cana-3214	138	17	a	a	DET
cana-3214	138	18	full	full	ADJ
cana-3214	138	19	picture	picture	NOUN
cana-3214	138	20	of	of	ADP
cana-3214	138	21	how	how	SCONJ
cana-3214	138	22	ai	ai	AUX
cana-3214	138	23	-	-	PUNCT
cana-3214	138	24	based	base	VERB
cana-3214	138	25	km	km	NOUN
cana-3214	138	26	tools	tool	NOUN
cana-3214	138	27	impact	impact	NOUN
cana-3214	138	28	heis	heis	NOUN
cana-3214	138	29	.	.	PUNCT
cana-3214	139	1	2	2	NUM
cana-3214	139	2	descriptive	descriptive	ADJ
cana-3214	139	3	statistics	statistic	NOUN
cana-3214	139	4	the	the	DET
cana-3214	139	5	purpose	purpose	NOUN
cana-3214	139	6	of	of	ADP
cana-3214	139	7	this	this	DET
cana-3214	139	8	section	section	NOUN
cana-3214	139	9	is	be	AUX
cana-3214	139	10	to	to	PART
cana-3214	139	11	summarize	summarize	VERB
cana-3214	139	12	survey	survey	NOUN
cana-3214	139	13	data	datum	NOUN
cana-3214	139	14	from	from	ADP
cana-3214	139	15	administrators	administrator	NOUN
cana-3214	139	16	,	,	PUNCT
cana-3214	139	17	management	management	NOUN
cana-3214	139	18	,	,	PUNCT
cana-3214	139	19	students	student	NOUN
cana-3214	139	20	,	,	PUNCT
cana-3214	139	21	and	and	CCONJ
cana-3214	139	22	teachers	teacher	NOUN
cana-3214	139	23	.	.	PUNCT
cana-3214	140	1	this	this	PRON
cana-3214	140	2	helps	help	VERB
cana-3214	140	3	us	we	PRON
cana-3214	140	4	understand	understand	VERB
cana-3214	140	5	who	who	PRON
cana-3214	140	6	the	the	DET
cana-3214	140	7	respondents	respondent	NOUN
cana-3214	140	8	are	be	AUX
cana-3214	140	9	and	and	CCONJ
cana-3214	140	10	their	their	PRON
cana-3214	140	11	views	view	NOUN
cana-3214	140	12	on	on	ADP
cana-3214	140	13	ai	ai	ADV
cana-3214	140	14	-	-	PUNCT
cana-3214	140	15	based	base	VERB
cana-3214	140	16	knowledge	knowledge	NOUN
cana-3214	140	17	management	management	NOUN
cana-3214	140	18	(	(	PUNCT
cana-3214	140	19	km	km	NOUN
cana-3214	140	20	)	)	PUNCT
cana-3214	140	21	tools	tool	NOUN
cana-3214	140	22	.	.	PUNCT
cana-3214	141	1	by	by	ADP
cana-3214	141	2	showing	show	VERB
cana-3214	141	3	averages	average	NOUN
cana-3214	141	4	and	and	CCONJ
cana-3214	141	5	variations	variation	NOUN
cana-3214	141	6	in	in	ADP
cana-3214	141	7	responses	response	NOUN
cana-3214	141	8	,	,	PUNCT
cana-3214	141	9	we	we	PRON
cana-3214	141	10	can	can	AUX
cana-3214	141	11	see	see	VERB
cana-3214	141	12	how	how	SCONJ
cana-3214	141	13	different	different	ADJ
cana-3214	141	14	groups	group	NOUN
cana-3214	141	15	view	view	VERB
cana-3214	141	16	these	these	DET
cana-3214	141	17	tools	tool	NOUN
cana-3214	141	18	in	in	ADP
cana-3214	141	19	higher	high	ADJ
cana-3214	141	20	education	education	NOUN
cana-3214	141	21	institutions	institution	NOUN
cana-3214	141	22	(	(	PUNCT
cana-3214	141	23	heis	heis	PROPN
cana-3214	141	24	)	)	PUNCT
cana-3214	141	25	.	.	PUNCT
cana-3214	142	1	participants	participant	NOUN
cana-3214	142	2	'	'	PART
cana-3214	142	3	demographic	demographic	ADJ
cana-3214	142	4	characteristics	characteristic	NOUN
cana-3214	142	5	:	:	PUNCT
cana-3214	142	6	the	the	DET
cana-3214	142	7	survey	survey	NOUN
cana-3214	142	8	included	include	VERB
cana-3214	142	9	291	291	NUM
cana-3214	142	10	participants	participant	NOUN
cana-3214	142	11	in	in	ADP
cana-3214	142	12	four	four	NUM
cana-3214	142	13	groups	group	NOUN
cana-3214	142	14	:	:	PUNCT
cana-3214	142	15	administrators	administrator	NOUN
cana-3214	142	16	,	,	PUNCT
cana-3214	142	17	management	management	NOUN
cana-3214	142	18	,	,	PUNCT
cana-3214	142	19	students	student	NOUN
cana-3214	142	20	,	,	PUNCT
cana-3214	142	21	and	and	CCONJ
cana-3214	142	22	teachers	teacher	NOUN
cana-3214	142	23	.	.	PUNCT
cana-3214	143	1	we	we	PRON
cana-3214	143	2	collected	collect	VERB
cana-3214	143	3	data	datum	NOUN
cana-3214	143	4	on	on	ADP
cana-3214	143	5	gender	gender	NOUN
cana-3214	143	6	,	,	PUNCT
cana-3214	143	7	age	age	NOUN
cana-3214	143	8	,	,	PUNCT
cana-3214	143	9	academic	academic	ADJ
cana-3214	143	10	background	background	NOUN
cana-3214	143	11	,	,	PUNCT
cana-3214	143	12	and	and	CCONJ
cana-3214	143	13	years	year	NOUN
cana-3214	143	14	of	of	ADP
cana-3214	143	15	experience	experience	NOUN
cana-3214	143	16	.	.	PUNCT
cana-3214	144	1	table	table	NOUN
cana-3214	144	2	1	1	NUM
cana-3214	144	3	:	:	PUNCT
cana-3214	144	4	participants	participant	NOUN
cana-3214	144	5	'	'	PART
cana-3214	144	6	demographic	demographic	ADJ
cana-3214	144	7	characteristics	characteristic	NOUN
cana-3214	144	8	group	group	NOUN
cana-3214	144	9	total	total	ADJ
cana-3214	144	10	particip	particip	NOUN
cana-3214	144	11	ants	ant	NOUN
cana-3214	144	12	gende	gende	VERB
cana-3214	144	13	r	r	NOUN
cana-3214	144	14	(	(	PUNCT
cana-3214	144	15	m	m	NOUN
cana-3214	144	16	/	/	SYM
cana-3214	144	17	f	f	NOUN
cana-3214	144	18	)	)	PUNCT
cana-3214	144	19	age	age	NOUN
cana-3214	144	20	range	range	NOUN
cana-3214	144	21	(	(	PUNCT
cana-3214	144	22	years	year	NOUN
cana-3214	144	23	)	)	PUNCT
cana-3214	144	24	mea	mea	NOUN
cana-3214	144	25	n	n	CCONJ
cana-3214	144	26	age	age	NOUN
cana-3214	144	27	academic	academic	ADJ
cana-3214	144	28	background	background	NOUN
cana-3214	144	29	years	year	NOUN
cana-3214	144	30	of	of	ADP
cana-3214	144	31	experien	experien	PROPN
cana-3214	144	32	ce	ce	PROPN
cana-3214	144	33	mean	mean	VERB
cana-3214	144	34	years	year	NOUN
cana-3214	144	35	of	of	ADP
cana-3214	144	36	experience	experience	NOUN
cana-3214	144	37	admin	admin	PROPN
cana-3214	144	38	istrator	istrator	PROPN
cana-3214	144	39	s	s	PART
cana-3214	144	40	40	40	NUM
cana-3214	144	41	22/18	22/18	NUM
cana-3214	144	42	35	35	NUM
cana-3214	144	43	-	-	SYM
cana-3214	144	44	60	60	NUM
cana-3214	144	45	47	47	NUM
cana-3214	144	46	mostly	mostly	ADV
cana-3214	144	47	advanced	advanced	ADJ
cana-3214	144	48	degrees	degree	NOUN
cana-3214	144	49	(	(	PUNCT
cana-3214	144	50	phd	phd	NOUN
cana-3214	144	51	or	or	CCONJ
cana-3214	144	52	equivalent	equivalent	ADJ
cana-3214	144	53	)	)	PUNCT
cana-3214	144	54	10	10	NUM
cana-3214	144	55	to	to	PART
cana-3214	144	56	30	30	NUM
cana-3214	144	57	18	18	NUM
cana-3214	144	58	manag	manag	NOUN
cana-3214	144	59	ement	ement	NOUN
cana-3214	144	60	31	31	NUM
cana-3214	144	61	16/15	16/15	NUM
cana-3214	144	62	30	30	NUM
cana-3214	144	63	-	-	SYM
cana-3214	144	64	55	55	NUM
cana-3214	144	65	42	42	NUM
cana-3214	144	66	predominantly	predominantly	ADV
cana-3214	144	67	master	master	NOUN
cana-3214	144	68	's	's	PART
cana-3214	144	69	degrees	degree	NOUN
cana-3214	144	70	5	5	NUM
cana-3214	144	71	to	to	PART
cana-3214	144	72	20	20	NUM
cana-3214	144	73	12	12	NUM
cana-3214	144	74	studen	studen	NOUN
cana-3214	144	75	ts	ts	ADP
cana-3214	144	76	100	100	NUM
cana-3214	144	77	50/50	50/50	NUM
cana-3214	144	78	18	18	NUM
cana-3214	144	79	-	-	SYM
cana-3214	144	80	25	25	NUM
cana-3214	144	81	21	21	NUM
cana-3214	144	82	mostly	mostly	ADV
cana-3214	144	83	undergraduate	undergraduate	ADJ
cana-3214	144	84	students	student	NOUN
cana-3214	144	85	<	<	X
cana-3214	144	86	5	5	NUM
cana-3214	144	87	teach	teach	VERB
cana-3214	144	88	ers	er	NOUN
cana-3214	144	89	120	120	NUM
cana-3214	144	90	65/55	65/55	NUM
cana-3214	144	91	25	25	NUM
cana-3214	144	92	-	-	SYM
cana-3214	144	93	60	60	NUM
cana-3214	144	94	45	45	NUM
cana-3214	144	95	mostly	mostly	ADV
cana-3214	144	96	master	master	NOUN
cana-3214	144	97	's	's	PART
cana-3214	144	98	or	or	CCONJ
cana-3214	144	99	doctoral	doctoral	ADJ
cana-3214	144	100	degrees	degree	NOUN
cana-3214	144	101	5	5	NUM
cana-3214	144	102	to	to	PART
cana-3214	144	103	25	25	NUM
cana-3214	144	104	15	15	NUM
cana-3214	144	105	this	this	DET
cana-3214	144	106	table	table	NOUN
cana-3214	144	107	shows	show	VERB
cana-3214	144	108	the	the	DET
cana-3214	144	109	diversity	diversity	NOUN
cana-3214	144	110	in	in	ADP
cana-3214	144	111	gender	gender	NOUN
cana-3214	144	112	,	,	PUNCT
cana-3214	144	113	age	age	NOUN
cana-3214	144	114	,	,	PUNCT
cana-3214	144	115	academic	academic	ADJ
cana-3214	144	116	background	background	NOUN
cana-3214	144	117	,	,	PUNCT
cana-3214	144	118	and	and	CCONJ
cana-3214	144	119	experience	experience	NOUN
cana-3214	144	120	among	among	ADP
cana-3214	144	121	the	the	DET
cana-3214	144	122	participants	participant	NOUN
cana-3214	144	123	.	.	PUNCT
cana-3214	145	1	knowing	know	VERB
cana-3214	145	2	these	these	DET
cana-3214	145	3	details	detail	NOUN
cana-3214	145	4	helps	help	VERB
cana-3214	145	5	us	we	PRON
cana-3214	145	6	understand	understand	VERB
cana-3214	145	7	their	their	PRON
cana-3214	145	8	responses	response	NOUN
cana-3214	145	9	better	well	ADV
cana-3214	145	10	.	.	PUNCT
cana-3214	146	1	central	central	ADJ
cana-3214	146	2	tendencies	tendency	NOUN
cana-3214	146	3	and	and	CCONJ
cana-3214	146	4	dispersion	dispersion	NOUN
cana-3214	146	5	measures	measure	NOUN
cana-3214	146	6	:	:	PUNCT
cana-3214	146	7	the	the	DET
cana-3214	146	8	tables	table	NOUN
cana-3214	146	9	below	below	ADV
cana-3214	146	10	show	show	VERB
cana-3214	146	11	the	the	DET
cana-3214	146	12	averages	average	NOUN
cana-3214	146	13	(	(	PUNCT
cana-3214	146	14	mean	mean	ADJ
cana-3214	146	15	,	,	PUNCT
cana-3214	146	16	median	median	ADJ
cana-3214	146	17	)	)	PUNCT
cana-3214	146	18	and	and	CCONJ
cana-3214	146	19	variations	variation	NOUN
cana-3214	146	20	(	(	PUNCT
cana-3214	146	21	standard	standard	ADJ
cana-3214	146	22	deviation	deviation	NOUN
cana-3214	146	23	,	,	PUNCT
cana-3214	146	24	interquartile	interquartile	ADJ
cana-3214	146	25	range	range	NOUN
cana-3214	146	26	)	)	PUNCT
cana-3214	146	27	for	for	ADP
cana-3214	146	28	key	key	ADJ
cana-3214	146	29	survey	survey	NOUN
cana-3214	146	30	questions	question	NOUN
cana-3214	146	31	from	from	ADP
cana-3214	146	32	different	different	ADJ
cana-3214	146	33	groups	group	NOUN
cana-3214	146	34	.	.	PUNCT
cana-3214	147	1	communications	communication	NOUN
cana-3214	147	2	on	on	ADP
cana-3214	147	3	applied	apply	VERB
cana-3214	147	4	nonlinear	nonlinear	ADJ
cana-3214	147	5	analysis	analysis	NOUN
cana-3214	147	6	issn	issn	NOUN
cana-3214	147	7	:	:	PUNCT
cana-3214	147	8	1074	1074	NUM
cana-3214	147	9	-	-	PUNCT
cana-3214	147	10	133x	133x	NUM
cana-3214	147	11	vol	vol	NOUN
cana-3214	147	12	32	32	NUM
cana-3214	147	13	no	no	NOUN
cana-3214	147	14	.	.	PUNCT
cana-3214	148	1	6s	6s	NUM
cana-3214	148	2	(	(	PUNCT
cana-3214	148	3	2025	2025	NUM
cana-3214	148	4	)	)	PUNCT
cana-3214	148	5	6	6	NUM
cana-3214	148	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	148	7	table	table	NOUN
cana-3214	148	8	2	2	NUM
cana-3214	148	9	:	:	PUNCT
cana-3214	148	10	descriptive	descriptive	ADJ
cana-3214	148	11	statistics	statistic	NOUN
cana-3214	148	12	for	for	ADP
cana-3214	148	13	administrators	administrator	NOUN
cana-3214	148	14	'	'	PART
cana-3214	148	15	responses	response	NOUN
cana-3214	148	16	question	question	NOUN
cana-3214	148	17	count	count	NOUN
cana-3214	148	18	mean	mean	VERB
cana-3214	148	19	std	std	X
cana-3214	148	20	dev	dev	PROPN
cana-3214	148	21	min	min	PROPN
cana-3214	148	22	25th	25th	PROPN
cana-3214	148	23	percentile	percentile	ADJ
cana-3214	148	24	median	median	PROPN
cana-3214	148	25	75th	75th	PROPN
cana-3214	148	26	percentile	percentile	ADJ
cana-3214	148	27	max	max	PROPN
cana-3214	148	28	aq1	aq1	VERB
cana-3214	148	29	40	40	NUM
cana-3214	148	30	3.25	3.25	NUM
cana-3214	148	31	0.85	0.85	NUM
cana-3214	148	32	1	1	NUM
cana-3214	148	33	3	3	NUM
cana-3214	148	34	3	3	NUM
cana-3214	148	35	4	4	NUM
cana-3214	148	36	5	5	NUM
cana-3214	148	37	aq2	aq2	NOUN
cana-3214	148	38	40	40	NUM
cana-3214	148	39	3.75	3.75	NUM
cana-3214	148	40	0.9	0.9	NUM
cana-3214	148	41	2	2	NUM
cana-3214	148	42	3	3	NUM
cana-3214	148	43	4	4	NUM
cana-3214	148	44	4	4	NUM
cana-3214	148	45	5	5	NUM
cana-3214	148	46	aq3	aq3	NOUN
cana-3214	148	47	40	40	NUM
cana-3214	148	48	3.6	3.6	NUM
cana-3214	148	49	0.75	0.75	NUM
cana-3214	148	50	2	2	NUM
cana-3214	148	51	3	3	NUM
cana-3214	148	52	4	4	NUM
cana-3214	148	53	4	4	NUM
cana-3214	148	54	5	5	NUM
cana-3214	148	55	this	this	DET
cana-3214	148	56	table	table	NOUN
cana-3214	148	57	2	2	NUM
cana-3214	148	58	shows	show	VERB
cana-3214	148	59	administrators	administrator	NOUN
cana-3214	148	60	'	'	PART
cana-3214	148	61	responses	response	NOUN
cana-3214	148	62	to	to	ADP
cana-3214	148	63	questions	question	NOUN
cana-3214	148	64	about	about	ADP
cana-3214	148	65	using	use	VERB
cana-3214	148	66	ai	ai	NOUN
cana-3214	148	67	-	-	PUNCT
cana-3214	148	68	based	base	VERB
cana-3214	148	69	km	km	NOUN
cana-3214	148	70	tools	tool	NOUN
cana-3214	148	71	.	.	PUNCT
cana-3214	149	1	it	it	PRON
cana-3214	149	2	includes	include	VERB
cana-3214	149	3	the	the	DET
cana-3214	149	4	mean	mean	ADJ
cana-3214	149	5	,	,	PUNCT
cana-3214	149	6	standard	standard	ADJ
cana-3214	149	7	deviation	deviation	NOUN
cana-3214	149	8	,	,	PUNCT
cana-3214	149	9	median	median	NOUN
cana-3214	149	10	,	,	PUNCT
cana-3214	149	11	interquartile	interquartile	ADJ
cana-3214	149	12	range	range	NOUN
cana-3214	149	13	,	,	PUNCT
cana-3214	149	14	minimum	minimum	NOUN
cana-3214	149	15	,	,	PUNCT
cana-3214	149	16	and	and	CCONJ
cana-3214	149	17	maximum	maximum	ADJ
cana-3214	149	18	values	value	NOUN
cana-3214	149	19	for	for	ADP
cana-3214	149	20	three	three	NUM
cana-3214	149	21	key	key	ADJ
cana-3214	149	22	questions	question	NOUN
cana-3214	149	23	.	.	PUNCT
cana-3214	150	1	table	table	NOUN
cana-3214	150	2	3	3	NUM
cana-3214	150	3	:	:	PUNCT
cana-3214	150	4	descriptive	descriptive	ADJ
cana-3214	150	5	statistics	statistic	NOUN
cana-3214	150	6	for	for	ADP
cana-3214	150	7	management	management	NOUN
cana-3214	150	8	responses	response	NOUN
cana-3214	150	9	question	question	NOUN
cana-3214	150	10	count	count	NOUN
cana-3214	150	11	mean	mean	VERB
cana-3214	150	12	std	std	X
cana-3214	150	13	dev	dev	PROPN
cana-3214	150	14	min	min	PROPN
cana-3214	150	15	25th	25th	PROPN
cana-3214	150	16	percentile	percentile	ADJ
cana-3214	150	17	median	median	PROPN
cana-3214	150	18	75th	75th	PROPN
cana-3214	150	19	percentile	percentile	ADJ
cana-3214	150	20	max	max	PROPN
cana-3214	150	21	mq1	mq1	PROPN
cana-3214	150	22	31	31	NUM
cana-3214	150	23	1.19	1.19	NUM
cana-3214	150	24	0.4	0.4	NUM
cana-3214	150	25	1	1	NUM
cana-3214	150	26	1	1	NUM
cana-3214	150	27	1	1	NUM
cana-3214	150	28	1	1	NUM
cana-3214	150	29	2	2	NUM
cana-3214	150	30	mq2	mq2	NOUN
cana-3214	150	31	31	31	NUM
cana-3214	150	32	4	4	NUM
cana-3214	150	33	0.6	0.6	NUM
cana-3214	150	34	2	2	NUM
cana-3214	150	35	4	4	NUM
cana-3214	150	36	4	4	NUM
cana-3214	150	37	4	4	NUM
cana-3214	150	38	5	5	NUM
cana-3214	150	39	mq3	mq3	NOUN
cana-3214	150	40	31	31	NUM
cana-3214	151	1	nan	nan	PROPN
cana-3214	151	2	nan	nan	PROPN
cana-3214	152	1	nan	nan	PROPN
cana-3214	152	2	nan	nan	PROPN
cana-3214	153	1	nan	nan	PROPN
cana-3214	153	2	nan	nan	PROPN
cana-3214	153	3	nan	nan	PROPN
cana-3214	153	4	this	this	DET
cana-3214	153	5	table	table	NOUN
cana-3214	153	6	3	3	NUM
cana-3214	153	7	shows	show	VERB
cana-3214	153	8	management	management	NOUN
cana-3214	153	9	responses	response	NOUN
cana-3214	153	10	on	on	ADP
cana-3214	153	11	implementing	implement	VERB
cana-3214	153	12	and	and	CCONJ
cana-3214	153	13	effectiveness	effectiveness	NOUN
cana-3214	153	14	of	of	ADP
cana-3214	153	15	ai	ai	NOUN
cana-3214	153	16	-	-	PUNCT
cana-3214	153	17	based	base	VERB
cana-3214	153	18	km	km	NOUN
cana-3214	153	19	tools	tool	NOUN
cana-3214	153	20	.	.	PUNCT
cana-3214	154	1	it	it	PRON
cana-3214	154	2	highlights	highlight	VERB
cana-3214	154	3	the	the	DET
cana-3214	154	4	consensus	consensus	NOUN
cana-3214	154	5	and	and	CCONJ
cana-3214	154	6	variation	variation	NOUN
cana-3214	154	7	within	within	ADP
cana-3214	154	8	this	this	DET
cana-3214	154	9	group	group	NOUN
cana-3214	154	10	.	.	PUNCT
cana-3214	155	1	table	table	NOUN
cana-3214	155	2	4	4	NUM
cana-3214	155	3	:	:	PUNCT
cana-3214	155	4	descriptive	descriptive	ADJ
cana-3214	155	5	statistics	statistic	NOUN
cana-3214	155	6	for	for	ADP
cana-3214	155	7	student	student	NOUN
cana-3214	155	8	responses	response	NOUN
cana-3214	155	9	question	question	NOUN
cana-3214	155	10	count	count	NOUN
cana-3214	155	11	mean	mean	VERB
cana-3214	155	12	std	std	X
cana-3214	155	13	dev	dev	PROPN
cana-3214	155	14	min	min	PROPN
cana-3214	155	15	25th	25th	PROPN
cana-3214	155	16	percentile	percentile	ADJ
cana-3214	155	17	median	median	PROPN
cana-3214	155	18	75th	75th	PROPN
cana-3214	155	19	percentile	percentile	ADJ
cana-3214	155	20	max	max	PROPN
cana-3214	155	21	sq1	sq1	PROPN
cana-3214	155	22	100	100	NUM
cana-3214	155	23	2.85	2.85	NUM
cana-3214	155	24	0.95	0.95	NUM
cana-3214	155	25	1	1	NUM
cana-3214	155	26	2	2	NUM
cana-3214	155	27	3	3	NUM
cana-3214	155	28	3	3	NUM
cana-3214	155	29	5	5	NUM
cana-3214	155	30	sq2	sq2	NOUN
cana-3214	155	31	100	100	NUM
cana-3214	155	32	3.55	3.55	NUM
cana-3214	155	33	0.85	0.85	NUM
cana-3214	155	34	1	1	NUM
cana-3214	155	35	3	3	NUM
cana-3214	155	36	4	4	NUM
cana-3214	155	37	4	4	NUM
cana-3214	155	38	5	5	NUM
cana-3214	155	39	sq3	sq3	VERB
cana-3214	155	40	100	100	NUM
cana-3214	155	41	3.75	3.75	NUM
cana-3214	155	42	0.8	0.8	NUM
cana-3214	155	43	2	2	NUM
cana-3214	155	44	3	3	NUM
cana-3214	155	45	4	4	NUM
cana-3214	155	46	4	4	NUM
cana-3214	155	47	5	5	NUM
cana-3214	155	48	this	this	DET
cana-3214	155	49	table	table	NOUN
cana-3214	155	50	4	4	NUM
cana-3214	155	51	shows	show	VERB
cana-3214	155	52	students	student	NOUN
cana-3214	155	53	'	'	PART
cana-3214	155	54	views	view	NOUN
cana-3214	155	55	on	on	ADP
cana-3214	155	56	how	how	SCONJ
cana-3214	155	57	ai	ai	AUX
cana-3214	155	58	-	-	PUNCT
cana-3214	155	59	based	base	VERB
cana-3214	155	60	km	km	NOUN
cana-3214	155	61	tools	tool	NOUN
cana-3214	155	62	help	help	VERB
cana-3214	155	63	their	their	PRON
cana-3214	155	64	learning	learning	NOUN
cana-3214	155	65	and	and	CCONJ
cana-3214	155	66	overall	overall	ADJ
cana-3214	155	67	effectiveness	effectiveness	NOUN
cana-3214	155	68	.	.	PUNCT
cana-3214	156	1	table	table	NOUN
cana-3214	156	2	5	5	NUM
cana-3214	156	3	:	:	PUNCT
cana-3214	156	4	descriptive	descriptive	ADJ
cana-3214	156	5	statistics	statistic	NOUN
cana-3214	156	6	for	for	ADP
cana-3214	156	7	teacher	teacher	NOUN
cana-3214	156	8	responses	response	NOUN
cana-3214	156	9	question	question	NOUN
cana-3214	156	10	count	count	NOUN
cana-3214	156	11	mean	mean	VERB
cana-3214	156	12	std	std	X
cana-3214	156	13	dev	dev	PROPN
cana-3214	156	14	min	min	PROPN
cana-3214	156	15	25th	25th	PROPN
cana-3214	157	1	percentile	percentile	ADJ
cana-3214	157	2	median	median	PROPN
cana-3214	157	3	75th	75th	PROPN
cana-3214	157	4	percentile	percentile	ADJ
cana-3214	157	5	max	max	PROPN
cana-3214	157	6	tq1	tq1	PROPN
cana-3214	157	7	120	120	NUM
cana-3214	157	8	3.57	3.57	NUM
cana-3214	157	9	1.09	1.09	NUM
cana-3214	157	10	1	1	NUM
cana-3214	157	11	3	3	NUM
cana-3214	157	12	4	4	NUM
cana-3214	157	13	4	4	NUM
cana-3214	157	14	5	5	NUM
cana-3214	157	15	tq2	tq2	ADP
cana-3214	157	16	120	120	NUM
cana-3214	157	17	3.7	3.7	NUM
cana-3214	157	18	1.02	1.02	NUM
cana-3214	157	19	2	2	NUM
cana-3214	157	20	3	3	NUM
cana-3214	157	21	4	4	NUM
cana-3214	157	22	4	4	NUM
cana-3214	157	23	5	5	NUM
cana-3214	157	24	tq3	tq3	NOUN
cana-3214	157	25	120	120	NUM
cana-3214	157	26	3.65	3.65	NUM
cana-3214	157	27	1.05	1.05	NUM
cana-3214	157	28	2	2	NUM
cana-3214	157	29	3	3	NUM
cana-3214	157	30	4	4	NUM
cana-3214	157	31	4	4	NUM
cana-3214	157	32	5	5	NUM
cana-3214	157	33	this	this	DET
cana-3214	157	34	table	table	NOUN
cana-3214	157	35	5	5	NUM
cana-3214	157	36	shows	show	VERB
cana-3214	157	37	teachers	teacher	NOUN
cana-3214	157	38	'	'	PART
cana-3214	157	39	views	view	NOUN
cana-3214	157	40	on	on	ADP
cana-3214	157	41	the	the	DET
cana-3214	157	42	impact	impact	NOUN
cana-3214	157	43	of	of	ADP
cana-3214	157	44	ai	ai	NOUN
cana-3214	157	45	-	-	PUNCT
cana-3214	157	46	based	base	VERB
cana-3214	157	47	km	km	NOUN
cana-3214	157	48	tools	tool	NOUN
cana-3214	157	49	on	on	ADP
cana-3214	157	50	teaching	teach	VERB
cana-3214	157	51	quality	quality	NOUN
cana-3214	157	52	.	.	PUNCT
cana-3214	158	1	interpretation	interpretation	NOUN
cana-3214	158	2	of	of	ADP
cana-3214	158	3	descriptive	descriptive	ADJ
cana-3214	158	4	statistics	statistic	NOUN
cana-3214	158	5	:	:	PUNCT
cana-3214	158	6	the	the	DET
cana-3214	158	7	statistics	statistic	NOUN
cana-3214	158	8	show	show	VERB
cana-3214	158	9	some	some	DET
cana-3214	158	10	key	key	ADJ
cana-3214	158	11	trends	trend	NOUN
cana-3214	158	12	in	in	ADP
cana-3214	158	13	the	the	DET
cana-3214	158	14	data	datum	NOUN
cana-3214	158	15	:	:	PUNCT
cana-3214	158	16	•	•	NUM
cana-3214	158	17	administrators	administrator	NOUN
cana-3214	158	18	:	:	PUNCT
cana-3214	158	19	the	the	DET
cana-3214	158	20	mean	mean	ADJ
cana-3214	158	21	response	response	NOUN
cana-3214	158	22	for	for	ADP
cana-3214	158	23	km	km	NOUN
cana-3214	158	24	tool	tool	NOUN
cana-3214	158	25	usage	usage	NOUN
cana-3214	158	26	(	(	PUNCT
cana-3214	158	27	aq1	aq1	PROPN
cana-3214	158	28	)	)	PUNCT
cana-3214	158	29	was	be	AUX
cana-3214	158	30	3.25	3.25	NUM
cana-3214	158	31	,	,	PUNCT
cana-3214	158	32	showing	show	VERB
cana-3214	158	33	moderate	moderate	ADJ
cana-3214	158	34	usage	usage	NOUN
cana-3214	158	35	.	.	PUNCT
cana-3214	159	1	the	the	DET
cana-3214	159	2	standard	standard	ADJ
cana-3214	159	3	deviation	deviation	NOUN
cana-3214	159	4	of	of	ADP
cana-3214	159	5	0.85	0.85	NUM
cana-3214	159	6	suggests	suggest	VERB
cana-3214	159	7	consistent	consistent	ADJ
cana-3214	159	8	views	view	NOUN
cana-3214	159	9	.	.	PUNCT
cana-3214	160	1	aq2	aq2	PROPN
cana-3214	160	2	and	and	CCONJ
cana-3214	160	3	aq3	aq3	NOUN
cana-3214	160	4	had	have	VERB
cana-3214	160	5	means	mean	NOUN
cana-3214	160	6	of	of	ADP
cana-3214	160	7	3.75	3.75	NUM
cana-3214	160	8	and	and	CCONJ
cana-3214	160	9	3.60	3.60	NUM
cana-3214	160	10	,	,	PUNCT
cana-3214	160	11	indicating	indicate	VERB
cana-3214	160	12	positive	positive	ADJ
cana-3214	160	13	views	view	NOUN
cana-3214	160	14	on	on	ADP
cana-3214	160	15	the	the	DET
cana-3214	160	16	tools	tool	NOUN
cana-3214	160	17	'	'	PART
cana-3214	160	18	effectiveness	effectiveness	NOUN
cana-3214	160	19	.	.	PUNCT
cana-3214	161	1	communications	communication	NOUN
cana-3214	161	2	on	on	ADP
cana-3214	161	3	applied	apply	VERB
cana-3214	161	4	nonlinear	nonlinear	ADJ
cana-3214	161	5	analysis	analysis	NOUN
cana-3214	161	6	issn	issn	NOUN
cana-3214	161	7	:	:	PUNCT
cana-3214	161	8	1074	1074	NUM
cana-3214	161	9	-	-	PUNCT
cana-3214	161	10	133x	133x	NUM
cana-3214	161	11	vol	vol	NOUN
cana-3214	161	12	32	32	NUM
cana-3214	161	13	no	no	NOUN
cana-3214	161	14	.	.	PUNCT
cana-3214	162	1	6s	6s	NUM
cana-3214	162	2	(	(	PUNCT
cana-3214	162	3	2025	2025	NUM
cana-3214	162	4	)	)	PUNCT
cana-3214	162	5	7	7	NUM
cana-3214	162	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-3214	162	7	•	•	NUM
cana-3214	162	8	management	management	NOUN
cana-3214	162	9	:	:	PUNCT
cana-3214	162	10	mq1	mq1	PROPN
cana-3214	162	11	had	have	VERB
cana-3214	162	12	a	a	DET
cana-3214	162	13	low	low	ADJ
cana-3214	162	14	mean	mean	NOUN
cana-3214	162	15	of	of	ADP
cana-3214	162	16	1.19	1.19	NUM
cana-3214	162	17	,	,	PUNCT
cana-3214	162	18	reflecting	reflect	VERB
cana-3214	162	19	limited	limited	ADJ
cana-3214	162	20	tool	tool	NOUN
cana-3214	162	21	implementation	implementation	NOUN
cana-3214	162	22	.	.	PUNCT
cana-3214	163	1	the	the	DET
cana-3214	163	2	low	low	ADJ
cana-3214	163	3	standard	standard	ADJ
cana-3214	163	4	deviation	deviation	NOUN
cana-3214	163	5	of	of	ADP
cana-3214	163	6	0.40	0.40	NUM
cana-3214	163	7	shows	show	VERB
cana-3214	163	8	consistent	consistent	ADJ
cana-3214	163	9	views	view	NOUN
cana-3214	163	10	.	.	PUNCT
cana-3214	164	1	mq2	mq2	NOUN
cana-3214	164	2	's	's	PART
cana-3214	164	3	mean	mean	NOUN
cana-3214	164	4	of	of	ADP
cana-3214	164	5	4.00	4.00	NUM
cana-3214	164	6	shows	show	VERB
cana-3214	164	7	high	high	ADJ
cana-3214	164	8	perceived	perceive	VERB
cana-3214	164	9	effectiveness	effectiveness	NOUN
cana-3214	164	10	where	where	SCONJ
cana-3214	164	11	tools	tool	NOUN
cana-3214	164	12	are	be	AUX
cana-3214	164	13	used	use	VERB
cana-3214	164	14	.	.	PUNCT
cana-3214	165	1	•	•	NUM
cana-3214	165	2	students	student	NOUN
cana-3214	165	3	:	:	PUNCT
cana-3214	165	4	sq1	sq1	PROPN
cana-3214	165	5	had	have	VERB
cana-3214	165	6	a	a	DET
cana-3214	165	7	mean	mean	NOUN
cana-3214	165	8	of	of	ADP
cana-3214	165	9	2.85	2.85	NUM
cana-3214	165	10	,	,	PUNCT
cana-3214	165	11	showing	show	VERB
cana-3214	165	12	moderate	moderate	ADJ
cana-3214	165	13	effectiveness	effectiveness	NOUN
cana-3214	165	14	.	.	PUNCT
cana-3214	166	1	the	the	DET
cana-3214	166	2	standard	standard	ADJ
cana-3214	166	3	deviation	deviation	NOUN
cana-3214	166	4	of	of	ADP
cana-3214	166	5	0.95	0.95	NUM
cana-3214	166	6	indicates	indicate	VERB
cana-3214	166	7	varied	varied	ADJ
cana-3214	166	8	views	view	NOUN
cana-3214	166	9	.	.	PUNCT
cana-3214	167	1	sq2	sq2	PROPN
cana-3214	167	2	and	and	CCONJ
cana-3214	167	3	sq3	sq3	PROPN
cana-3214	167	4	had	have	VERB
cana-3214	167	5	means	mean	NOUN
cana-3214	167	6	of	of	ADP
cana-3214	167	7	3.55	3.55	NUM
cana-3214	167	8	and	and	CCONJ
cana-3214	167	9	3.75	3.75	NUM
cana-3214	167	10	,	,	PUNCT
cana-3214	167	11	showing	show	VERB
cana-3214	167	12	positive	positive	ADJ
cana-3214	167	13	views	view	NOUN
cana-3214	167	14	on	on	ADP
cana-3214	167	15	the	the	DET
cana-3214	167	16	tools	tool	NOUN
cana-3214	167	17	'	'	PART
cana-3214	167	18	effectiveness	effectiveness	NOUN
cana-3214	167	19	.	.	PUNCT
cana-3214	168	1	•	•	NUM
cana-3214	168	2	teachers	teacher	NOUN
cana-3214	168	3	:	:	PUNCT
cana-3214	168	4	tq1	tq1	PROPN
cana-3214	168	5	,	,	PUNCT
cana-3214	168	6	tq2	tq2	ADJ
cana-3214	168	7	,	,	PUNCT
cana-3214	168	8	and	and	CCONJ
cana-3214	168	9	tq3	tq3	PROPN
cana-3214	168	10	had	have	VERB
cana-3214	168	11	means	mean	NOUN
cana-3214	168	12	above	above	ADP
cana-3214	168	13	3.5	3.5	NUM
cana-3214	168	14	,	,	PUNCT
cana-3214	168	15	showing	show	VERB
cana-3214	168	16	positive	positive	ADJ
cana-3214	168	17	views	view	NOUN
cana-3214	168	18	.	.	PUNCT
cana-3214	169	1	the	the	DET
cana-3214	169	2	standard	standard	ADJ
cana-3214	169	3	deviations	deviation	NOUN
cana-3214	169	4	indicate	indicate	VERB
cana-3214	169	5	some	some	DET
cana-3214	169	6	variation	variation	NOUN
cana-3214	169	7	in	in	ADP
cana-3214	169	8	views	view	NOUN
cana-3214	169	9	,	,	PUNCT
cana-3214	169	10	but	but	CCONJ
cana-3214	169	11	overall	overall	ADJ
cana-3214	169	12	responses	response	NOUN
cana-3214	169	13	are	be	AUX
cana-3214	169	14	positive	positive	ADJ
cana-3214	169	15	.	.	PUNCT
cana-3214	170	1	implications	implication	NOUN
cana-3214	170	2	of	of	ADP
cana-3214	170	3	demographic	demographic	ADJ
cana-3214	170	4	characteristics	characteristic	NOUN
cana-3214	170	5	:	:	PUNCT
cana-3214	170	6	the	the	DET
cana-3214	170	7	demographics	demographic	NOUN
cana-3214	170	8	of	of	ADP
cana-3214	170	9	respondents	respondent	NOUN
cana-3214	170	10	are	be	AUX
cana-3214	170	11	important	important	ADJ
cana-3214	170	12	for	for	ADP
cana-3214	170	13	understanding	understand	VERB
cana-3214	170	14	the	the	DET
cana-3214	170	15	survey	survey	NOUN
cana-3214	170	16	results	result	VERB
cana-3214	170	17	:	:	PUNCT
cana-3214	170	18	•	•	NUM
cana-3214	170	19	administrators	administrator	NOUN
cana-3214	170	20	and	and	CCONJ
cana-3214	170	21	teachers	teacher	NOUN
cana-3214	170	22	:	:	PUNCT
cana-3214	170	23	with	with	ADP
cana-3214	170	24	higher	high	ADJ
cana-3214	170	25	mean	mean	ADJ
cana-3214	170	26	ages	age	NOUN
cana-3214	170	27	and	and	CCONJ
cana-3214	170	28	more	more	ADJ
cana-3214	170	29	experience	experience	NOUN
cana-3214	170	30	,	,	PUNCT
cana-3214	170	31	these	these	DET
cana-3214	170	32	groups	group	NOUN
cana-3214	170	33	may	may	AUX
cana-3214	170	34	see	see	VERB
cana-3214	170	35	long	long	ADJ
cana-3214	170	36	-	-	PUNCT
cana-3214	170	37	term	term	NOUN
cana-3214	170	38	benefits	benefit	NOUN
cana-3214	170	39	and	and	CCONJ
cana-3214	170	40	challenges	challenge	NOUN
cana-3214	170	41	of	of	ADP
cana-3214	170	42	ai	ai	ADV
cana-3214	170	43	-	-	PUNCT
cana-3214	170	44	based	base	VERB
cana-3214	170	45	km	km	NOUN
cana-3214	170	46	tools	tool	NOUN
cana-3214	170	47	.	.	PUNCT
cana-3214	171	1	their	their	PRON
cana-3214	171	2	positive	positive	ADJ
cana-3214	171	3	responses	response	NOUN
cana-3214	171	4	suggest	suggest	VERB
cana-3214	171	5	they	they	PRON
cana-3214	171	6	recognize	recognize	VERB
cana-3214	171	7	the	the	DET
cana-3214	171	8	potential	potential	ADJ
cana-3214	171	9	benefits	benefit	NOUN
cana-3214	171	10	.	.	PUNCT
cana-3214	172	1	•	•	NUM
cana-3214	172	2	management	management	NOUN
cana-3214	172	3	:	:	PUNCT
cana-3214	172	4	limited	limited	ADJ
cana-3214	172	5	tool	tool	NOUN
cana-3214	172	6	implementation	implementation	NOUN
cana-3214	172	7	might	might	AUX
cana-3214	172	8	show	show	VERB
cana-3214	172	9	organizational	organizational	ADJ
cana-3214	172	10	barriers	barrier	NOUN
cana-3214	172	11	or	or	CCONJ
cana-3214	172	12	lack	lack	NOUN
cana-3214	172	13	of	of	ADP
cana-3214	172	14	resources	resource	NOUN
cana-3214	172	15	.	.	PUNCT
cana-3214	173	1	but	but	CCONJ
cana-3214	173	2	where	where	SCONJ
cana-3214	173	3	tools	tool	NOUN
cana-3214	173	4	are	be	AUX
cana-3214	173	5	used	use	VERB
cana-3214	173	6	,	,	PUNCT
cana-3214	173	7	they	they	PRON
cana-3214	173	8	are	be	AUX
cana-3214	173	9	seen	see	VERB
cana-3214	173	10	as	as	ADP
cana-3214	173	11	effective	effective	ADJ
cana-3214	173	12	.	.	PUNCT
cana-3214	174	1	•	•	ADJ
cana-3214	174	2	students	student	NOUN
cana-3214	174	3	:	:	PUNCT
cana-3214	174	4	moderate	moderate	ADJ
cana-3214	174	5	effectiveness	effectiveness	NOUN
cana-3214	174	6	shows	show	VERB
cana-3214	174	7	the	the	DET
cana-3214	174	8	need	need	NOUN
cana-3214	174	9	for	for	ADP
cana-3214	174	10	more	more	ADJ
cana-3214	174	11	student	student	NOUN
cana-3214	174	12	-	-	PUNCT
cana-3214	174	13	focused	focus	VERB
cana-3214	174	14	tool	tool	NOUN
cana-3214	174	15	implementations	implementation	NOUN
cana-3214	174	16	.	.	PUNCT
cana-3214	175	1	positive	positive	ADJ
cana-3214	175	2	scores	score	NOUN
cana-3214	175	3	for	for	ADP
cana-3214	175	4	overall	overall	ADJ
cana-3214	175	5	effectiveness	effectiveness	NOUN
cana-3214	175	6	suggest	suggest	VERB
cana-3214	175	7	that	that	SCONJ
cana-3214	175	8	with	with	ADP
cana-3214	175	9	good	good	ADJ
cana-3214	175	10	integration	integration	NOUN
cana-3214	175	11	,	,	PUNCT
cana-3214	175	12	these	these	DET
cana-3214	175	13	tools	tool	NOUN
cana-3214	175	14	can	can	AUX
cana-3214	175	15	improve	improve	VERB
cana-3214	175	16	learning	learn	VERB
cana-3214	175	17	.	.	PUNCT
cana-3214	176	1	3	3	NUM
cana-3214	176	2	hypothesis	hypothesis	NOUN
cana-3214	176	3	testing	test	VERB
cana-3214	176	4	this	this	DET
cana-3214	176	5	section	section	NOUN
cana-3214	176	6	aims	aim	VERB
cana-3214	176	7	to	to	PART
cana-3214	176	8	evaluate	evaluate	VERB
cana-3214	176	9	the	the	DET
cana-3214	176	10	research	research	NOUN
cana-3214	176	11	questions	question	NOUN
cana-3214	176	12	and	and	CCONJ
cana-3214	176	13	hypotheses	hypothesis	NOUN
cana-3214	176	14	.	.	PUNCT
cana-3214	177	1	we	we	PRON
cana-3214	177	2	want	want	VERB
cana-3214	177	3	to	to	PART
cana-3214	177	4	see	see	VERB
cana-3214	177	5	if	if	SCONJ
cana-3214	177	6	ai	ai	VERB
cana-3214	177	7	-	-	PUNCT
cana-3214	177	8	based	base	VERB
cana-3214	177	9	knowledge	knowledge	NOUN
cana-3214	177	10	management	management	NOUN
cana-3214	177	11	(	(	PUNCT
cana-3214	177	12	km	km	NOUN
cana-3214	177	13	)	)	PUNCT
cana-3214	177	14	tools	tool	NOUN
cana-3214	177	15	make	make	VERB
cana-3214	177	16	a	a	DET
cana-3214	177	17	significant	significant	ADJ
cana-3214	177	18	impact	impact	NOUN
cana-3214	177	19	on	on	ADP
cana-3214	177	20	different	different	ADJ
cana-3214	177	21	aspects	aspect	NOUN
cana-3214	177	22	of	of	ADP
cana-3214	177	23	higher	high	ADJ
cana-3214	177	24	education	education	NOUN
cana-3214	177	25	institutions	institution	NOUN
cana-3214	177	26	(	(	PUNCT
cana-3214	177	27	heis	heis	PROPN
cana-3214	177	28	)	)	PUNCT
cana-3214	177	29	like	like	ADP
cana-3214	177	30	km	km	NOUN
cana-3214	177	31	processes	process	NOUN
cana-3214	177	32	,	,	PUNCT
cana-3214	177	33	adaptability	adaptability	NOUN
cana-3214	177	34	to	to	ADP
cana-3214	177	35	global	global	ADJ
cana-3214	177	36	disruptions	disruption	NOUN
cana-3214	177	37	,	,	PUNCT
cana-3214	177	38	remote	remote	ADJ
cana-3214	177	39	learning	learning	NOUN
cana-3214	177	40	,	,	PUNCT
cana-3214	177	41	and	and	CCONJ
cana-3214	177	42	student	student	NOUN
cana-3214	177	43	motivation	motivation	NOUN
cana-3214	177	44	.	.	PUNCT
cana-3214	178	1	the	the	DET
cana-3214	178	2	hypotheses	hypothesis	NOUN
cana-3214	178	3	come	come	VERB
cana-3214	178	4	from	from	ADP
cana-3214	178	5	theoretical	theoretical	ADJ
cana-3214	178	6	frameworks	framework	NOUN
cana-3214	178	7	and	and	CCONJ
cana-3214	178	8	earlier	early	ADJ
cana-3214	178	9	studies	study	NOUN
cana-3214	178	10	on	on	ADP
cana-3214	178	11	aibased	aibased	ADJ
cana-3214	178	12	km	km	NOUN
cana-3214	178	13	tools	tool	NOUN
cana-3214	178	14	in	in	ADP
cana-3214	178	15	education	education	NOUN
cana-3214	178	16	.	.	PUNCT
cana-3214	179	1	3.1	3.1	NUM
cana-3214	179	2	hypotheses	hypothesis	NOUN
cana-3214	179	3	hypothesis	hypothesis	NOUN
cana-3214	179	4	1	1	NUM
cana-3214	179	5	(	(	PUNCT
cana-3214	179	6	h1	h1	PROPN
cana-3214	179	7	):	):	PUNCT
cana-3214	179	8	ai	ai	NOUN
cana-3214	179	9	-	-	PUNCT
cana-3214	179	10	based	base	VERB
cana-3214	179	11	km	km	NOUN
cana-3214	179	12	tools	tool	NOUN
cana-3214	179	13	enhance	enhance	VERB
cana-3214	179	14	the	the	DET
cana-3214	179	15	quality	quality	NOUN
cana-3214	179	16	of	of	ADP
cana-3214	179	17	knowledge	knowledge	NOUN
cana-3214	179	18	management	management	NOUN
cana-3214	179	19	processes	process	NOUN
cana-3214	179	20	within	within	ADP
cana-3214	179	21	heis	heis	NOUN
cana-3214	179	22	.	.	PUNCT
cana-3214	180	1	•	•	NUM
cana-3214	180	2	rationale	rationale	NOUN
cana-3214	180	3	:	:	PUNCT
cana-3214	180	4	ai	ai	VERB
cana-3214	180	5	technologies	technology	NOUN
cana-3214	180	6	can	can	AUX
cana-3214	180	7	make	make	VERB
cana-3214	180	8	km	km	NOUN
cana-3214	180	9	tasks	task	NOUN
cana-3214	180	10	easier	easy	ADJ
cana-3214	180	11	and	and	CCONJ
cana-3214	180	12	improve	improve	VERB
cana-3214	180	13	efficiency	efficiency	NOUN
cana-3214	180	14	.	.	PUNCT
cana-3214	181	1	we	we	PRON
cana-3214	181	2	expect	expect	VERB
cana-3214	181	3	ai	ai	VERB
cana-3214	181	4	tools	tool	NOUN
cana-3214	181	5	to	to	PART
cana-3214	181	6	handle	handle	VERB
cana-3214	181	7	knowledge	knowledge	NOUN
cana-3214	181	8	better	well	ADV
cana-3214	181	9	,	,	PUNCT
cana-3214	181	10	improving	improve	VERB
cana-3214	181	11	km	km	NOUN
cana-3214	181	12	processes	process	NOUN
cana-3214	181	13	.	.	PUNCT
cana-3214	182	1	hypothesis	hypothesis	NOUN
cana-3214	182	2	2	2	NUM
cana-3214	182	3	(	(	PUNCT
cana-3214	182	4	h2	h2	NOUN
cana-3214	182	5	):	):	PUNCT
cana-3214	182	6	ai	ai	NOUN
cana-3214	182	7	-	-	PUNCT
cana-3214	182	8	based	base	VERB
cana-3214	182	9	km	km	NOUN
cana-3214	182	10	tools	tool	NOUN
cana-3214	182	11	improve	improve	VERB
cana-3214	182	12	teaching	teach	VERB
cana-3214	182	13	and	and	CCONJ
cana-3214	182	14	learning	learn	VERB
cana-3214	182	15	quality	quality	NOUN
cana-3214	182	16	over	over	ADP
cana-3214	182	17	time	time	NOUN
cana-3214	182	18	.	.	PUNCT
cana-3214	183	1	•	•	NUM
cana-3214	183	2	rationale	rationale	NOUN
cana-3214	183	3	:	:	PUNCT
cana-3214	183	4	ai	ai	ADJ
cana-3214	183	5	-	-	PUNCT
cana-3214	183	6	driven	drive	VERB
cana-3214	183	7	tools	tool	NOUN
cana-3214	183	8	can	can	AUX
cana-3214	183	9	adapt	adapt	VERB
cana-3214	183	10	to	to	ADP
cana-3214	183	11	learners	learner	NOUN
cana-3214	183	12	'	'	PART
cana-3214	183	13	needs	need	NOUN
cana-3214	183	14	,	,	PUNCT
cana-3214	183	15	offering	offer	VERB
cana-3214	183	16	personalized	personalized	ADJ
cana-3214	183	17	learning	learning	NOUN
cana-3214	183	18	.	.	PUNCT
cana-3214	184	1	this	this	PRON
cana-3214	184	2	should	should	AUX
cana-3214	184	3	improve	improve	VERB
cana-3214	184	4	teaching	teach	VERB
cana-3214	184	5	quality	quality	NOUN
cana-3214	184	6	and	and	CCONJ
cana-3214	184	7	provide	provide	VERB
cana-3214	184	8	customized	customized	ADJ
cana-3214	184	9	support	support	NOUN
cana-3214	184	10	to	to	ADP
cana-3214	184	11	both	both	DET
cana-3214	184	12	teachers	teacher	NOUN
cana-3214	184	13	and	and	CCONJ
cana-3214	184	14	students	student	NOUN
cana-3214	184	15	.	.	PUNCT
cana-3214	185	1	hypothesis	hypothesis	NOUN
cana-3214	185	2	3	3	NUM
cana-3214	185	3	(	(	PUNCT
cana-3214	185	4	h3	h3	NOUN
cana-3214	185	5	):	):	PUNCT
cana-3214	185	6	ai	ai	NOUN
cana-3214	185	7	-	-	PUNCT
cana-3214	185	8	based	base	VERB
cana-3214	185	9	km	km	NOUN
cana-3214	185	10	tools	tool	NOUN
cana-3214	185	11	enhance	enhance	VERB
cana-3214	185	12	heis	heis	NOUN
cana-3214	185	13	'	'	PART
cana-3214	185	14	capacity	capacity	NOUN
cana-3214	185	15	to	to	PART
cana-3214	185	16	adapt	adapt	VERB
cana-3214	185	17	to	to	ADP
cana-3214	185	18	global	global	ADJ
cana-3214	185	19	disruptions	disruption	NOUN
cana-3214	185	20	.	.	PUNCT
cana-3214	186	1	•	•	NUM
cana-3214	186	2	rationale	rationale	NOUN
cana-3214	186	3	:	:	PUNCT
cana-3214	186	4	ai	ai	AUX
cana-3214	186	5	tools	tool	NOUN
cana-3214	186	6	offer	offer	VERB
cana-3214	186	7	flexible	flexible	ADJ
cana-3214	186	8	and	and	CCONJ
cana-3214	186	9	scalable	scalable	ADJ
cana-3214	186	10	solutions	solution	NOUN
cana-3214	186	11	to	to	PART
cana-3214	186	12	help	help	VERB
cana-3214	186	13	institutions	institution	NOUN
cana-3214	186	14	quickly	quickly	ADV
cana-3214	186	15	adapt	adapt	VERB
cana-3214	186	16	to	to	ADP
cana-3214	186	17	changes	change	NOUN
cana-3214	186	18	like	like	ADP
cana-3214	186	19	the	the	DET
cana-3214	186	20	covid-19	covid-19	PROPN
cana-3214	186	21	pandemic	pandemic	NOUN
cana-3214	186	22	.	.	PUNCT
cana-3214	187	1	ai	ai	VERB
cana-3214	187	2	can	can	AUX
cana-3214	187	3	support	support	VERB
cana-3214	187	4	remote	remote	ADJ
cana-3214	187	5	learning	learning	NOUN
cana-3214	187	6	and	and	CCONJ
cana-3214	187	7	keep	keep	VERB
cana-3214	187	8	operations	operation	NOUN
cana-3214	187	9	running	run	VERB
cana-3214	187	10	during	during	ADP
cana-3214	187	11	disruptions	disruption	NOUN
cana-3214	187	12	.	.	PUNCT
cana-3214	188	1	communications	communication	NOUN
cana-3214	188	2	on	on	ADP
cana-3214	188	3	applied	apply	VERB
cana-3214	188	4	nonlinear	nonlinear	ADJ
cana-3214	188	5	analysis	analysis	NOUN
cana-3214	188	6	issn	issn	NOUN
cana-3214	188	7	:	:	PUNCT
cana-3214	188	8	1074	1074	NUM
cana-3214	188	9	-	-	PUNCT
cana-3214	188	10	133x	133x	NUM
cana-3214	188	11	vol	vol	NOUN
cana-3214	188	12	32	32	NUM
cana-3214	188	13	no	no	NOUN
cana-3214	188	14	.	.	PUNCT
cana-3214	189	1	6s	6s	NUM
cana-3214	189	2	(	(	PUNCT
cana-3214	189	3	2025	2025	NUM
cana-3214	189	4	)	)	PUNCT
cana-3214	189	5	8	8	NUM
cana-3214	189	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	189	7	hypothesis	hypothesis	NOUN
cana-3214	189	8	4	4	NUM
cana-3214	189	9	(	(	PUNCT
cana-3214	189	10	h4	h4	NOUN
cana-3214	189	11	):	):	PUNCT
cana-3214	189	12	ai	ai	NOUN
cana-3214	189	13	-	-	PUNCT
cana-3214	189	14	based	base	VERB
cana-3214	189	15	km	km	NOUN
cana-3214	189	16	tools	tool	NOUN
cana-3214	189	17	improve	improve	VERB
cana-3214	189	18	remote	remote	ADJ
cana-3214	189	19	learning	learning	NOUN
cana-3214	189	20	and	and	CCONJ
cana-3214	189	21	student	student	NOUN
cana-3214	189	22	motivation	motivation	NOUN
cana-3214	189	23	.	.	PUNCT
cana-3214	190	1	•	•	NUM
cana-3214	190	2	rationale	rationale	NOUN
cana-3214	190	3	:	:	PUNCT
cana-3214	190	4	ai	ai	VERB
cana-3214	190	5	tools	tool	NOUN
cana-3214	190	6	can	can	AUX
cana-3214	190	7	create	create	VERB
cana-3214	190	8	engaging	engage	VERB
cana-3214	190	9	and	and	CCONJ
cana-3214	190	10	interactive	interactive	ADJ
cana-3214	190	11	remote	remote	ADJ
cana-3214	190	12	learning	learning	NOUN
cana-3214	190	13	experiences	experience	NOUN
cana-3214	190	14	,	,	PUNCT
cana-3214	190	15	increasing	increase	VERB
cana-3214	190	16	student	student	NOUN
cana-3214	190	17	motivation	motivation	NOUN
cana-3214	190	18	and	and	CCONJ
cana-3214	190	19	participation	participation	NOUN
cana-3214	190	20	.	.	PUNCT
cana-3214	191	1	3.2	3.2	NUM
cana-3214	191	2	statistical	statistical	ADJ
cana-3214	191	3	methods	method	NOUN
cana-3214	191	4	we	we	PRON
cana-3214	191	5	used	use	VERB
cana-3214	191	6	various	various	ADJ
cana-3214	191	7	statistical	statistical	ADJ
cana-3214	191	8	methods	method	NOUN
cana-3214	191	9	to	to	PART
cana-3214	191	10	test	test	VERB
cana-3214	191	11	these	these	DET
cana-3214	191	12	hypotheses	hypothesis	NOUN
cana-3214	191	13	.	.	PUNCT
cana-3214	192	1	these	these	DET
cana-3214	192	2	methods	method	NOUN
cana-3214	192	3	suit	suit	VERB
cana-3214	192	4	the	the	DET
cana-3214	192	5	survey	survey	NOUN
cana-3214	192	6	data	datum	NOUN
cana-3214	192	7	(	(	PUNCT
cana-3214	192	8	ordinal	ordinal	ADJ
cana-3214	192	9	and	and	CCONJ
cana-3214	192	10	nominal	nominal	ADJ
cana-3214	192	11	)	)	PUNCT
cana-3214	192	12	and	and	CCONJ
cana-3214	192	13	the	the	DET
cana-3214	192	14	need	need	NOUN
cana-3214	192	15	to	to	PART
cana-3214	192	16	compare	compare	VERB
cana-3214	192	17	groups	group	NOUN
cana-3214	192	18	or	or	CCONJ
cana-3214	192	19	check	check	VERB
cana-3214	192	20	associations	association	NOUN
cana-3214	192	21	between	between	ADP
cana-3214	192	22	variables	variable	NOUN
cana-3214	192	23	.	.	PUNCT
cana-3214	193	1	data	datum	NOUN
cana-3214	193	2	preparation	preparation	NOUN
cana-3214	193	3	:	:	PUNCT
cana-3214	193	4	•	•	NUM
cana-3214	193	5	non	non	ADJ
cana-3214	193	6	-	-	ADJ
cana-3214	193	7	numeric	numeric	ADJ
cana-3214	193	8	responses	response	NOUN
cana-3214	193	9	were	be	AUX
cana-3214	193	10	changed	change	VERB
cana-3214	193	11	to	to	ADP
cana-3214	193	12	numeric	numeric	ADJ
cana-3214	193	13	values	value	NOUN
cana-3214	193	14	where	where	SCONJ
cana-3214	193	15	needed	need	VERB
cana-3214	193	16	.	.	PUNCT
cana-3214	194	1	•	•	INTJ
cana-3214	194	2	we	we	PRON
cana-3214	194	3	checked	check	VERB
cana-3214	194	4	and	and	CCONJ
cana-3214	194	5	handled	handle	VERB
cana-3214	194	6	missing	miss	VERB
cana-3214	194	7	data	datum	NOUN
cana-3214	194	8	to	to	PART
cana-3214	194	9	ensure	ensure	VERB
cana-3214	194	10	the	the	DET
cana-3214	194	11	analysis	analysis	NOUN
cana-3214	194	12	was	be	AUX
cana-3214	194	13	robust	robust	ADJ
cana-3214	194	14	.	.	PUNCT
cana-3214	195	1	statistical	statistical	ADJ
cana-3214	195	2	tests	test	NOUN
cana-3214	195	3	:	:	PUNCT
cana-3214	195	4	•	•	NUM
cana-3214	195	5	mann	mann	PROPN
cana-3214	195	6	-	-	PUNCT
cana-3214	195	7	whitney	whitney	PROPN
cana-3214	195	8	u	u	PROPN
cana-3214	195	9	test	test	NOUN
cana-3214	195	10	:	:	PUNCT
cana-3214	195	11	compares	compare	VERB
cana-3214	195	12	differences	difference	NOUN
cana-3214	195	13	between	between	ADP
cana-3214	195	14	two	two	NUM
cana-3214	195	15	independent	independent	ADJ
cana-3214	195	16	groups	group	NOUN
cana-3214	195	17	.	.	PUNCT
cana-3214	196	1	•	•	NUM
cana-3214	196	2	kruskal	kruskal	PROPN
cana-3214	196	3	-	-	PUNCT
cana-3214	196	4	wallis	wallis	PROPN
cana-3214	196	5	h	h	PROPN
cana-3214	196	6	test	test	NOUN
cana-3214	196	7	:	:	PUNCT
cana-3214	196	8	compares	compare	VERB
cana-3214	196	9	differences	difference	NOUN
cana-3214	196	10	between	between	ADP
cana-3214	196	11	more	more	ADJ
cana-3214	196	12	than	than	ADP
cana-3214	196	13	two	two	NUM
cana-3214	196	14	groups	group	NOUN
cana-3214	196	15	.	.	PUNCT
cana-3214	197	1	•	•	NUM
cana-3214	197	2	chi	chi	ADJ
cana-3214	197	3	-	-	PUNCT
cana-3214	197	4	square	square	ADJ
cana-3214	197	5	test	test	NOUN
cana-3214	197	6	:	:	PUNCT
cana-3214	197	7	examines	examine	VERB
cana-3214	197	8	the	the	DET
cana-3214	197	9	association	association	NOUN
cana-3214	197	10	between	between	ADP
cana-3214	197	11	categorical	categorical	ADJ
cana-3214	197	12	variables	variable	NOUN
cana-3214	197	13	.	.	PUNCT
cana-3214	198	1	•	•	NUM
cana-3214	198	2	one	one	NUM
cana-3214	198	3	-	-	PUNCT
cana-3214	198	4	sample	sample	NOUN
cana-3214	198	5	t	t	NOUN
cana-3214	198	6	-	-	PUNCT
cana-3214	198	7	test	test	NOUN
cana-3214	198	8	:	:	PUNCT
cana-3214	198	9	compares	compare	VERB
cana-3214	198	10	the	the	DET
cana-3214	198	11	mean	mean	NOUN
cana-3214	198	12	of	of	ADP
cana-3214	198	13	a	a	DET
cana-3214	198	14	single	single	ADJ
cana-3214	198	15	group	group	NOUN
cana-3214	198	16	to	to	ADP
cana-3214	198	17	a	a	DET
cana-3214	198	18	known	know	VERB
cana-3214	198	19	value	value	NOUN
cana-3214	198	20	.	.	PUNCT
cana-3214	199	1	3.3	3.3	NUM
cana-3214	199	2	results	result	VERB
cana-3214	199	3	the	the	DET
cana-3214	199	4	results	result	NOUN
cana-3214	199	5	of	of	ADP
cana-3214	199	6	hypothesis	hypothesis	NOUN
cana-3214	199	7	testing	testing	NOUN
cana-3214	199	8	are	be	AUX
cana-3214	199	9	summarized	summarize	VERB
cana-3214	199	10	in	in	ADP
cana-3214	199	11	table	table	NOUN
cana-3214	199	12	6	6	NUM
cana-3214	199	13	.	.	PUNCT
cana-3214	200	1	each	each	DET
cana-3214	200	2	hypothesis	hypothesis	NOUN
cana-3214	200	3	shows	show	VERB
cana-3214	200	4	the	the	DET
cana-3214	200	5	test	test	NOUN
cana-3214	200	6	type	type	NOUN
cana-3214	200	7	,	,	PUNCT
cana-3214	200	8	test	test	NOUN
cana-3214	200	9	statistic	statistic	NOUN
cana-3214	200	10	,	,	PUNCT
cana-3214	200	11	p	p	NOUN
cana-3214	200	12	-	-	PUNCT
cana-3214	200	13	value	value	NOUN
cana-3214	200	14	,	,	PUNCT
cana-3214	200	15	and	and	CCONJ
cana-3214	200	16	whether	whether	SCONJ
cana-3214	200	17	the	the	DET
cana-3214	200	18	hypothesis	hypothesis	NOUN
cana-3214	200	19	was	be	AUX
cana-3214	200	20	supported	support	VERB
cana-3214	200	21	.	.	PUNCT
cana-3214	201	1	table	table	NOUN
cana-3214	201	2	6	6	NUM
cana-3214	201	3	:	:	PUNCT
cana-3214	201	4	hypothesis	hypothesis	NOUN
cana-3214	201	5	test	test	NOUN
cana-3214	201	6	results	result	VERB
cana-3214	201	7	hypothesis	hypothesis	NOUN
cana-3214	201	8	test	test	NOUN
cana-3214	201	9	type	type	NOUN
cana-3214	201	10	question	question	NOUN
cana-3214	201	11	statistic	statistic	NOUN
cana-3214	201	12	p	p	NOUN
cana-3214	201	13	-	-	PUNCT
cana-3214	201	14	value	value	NOUN
cana-3214	202	1	significant	significant	ADJ
cana-3214	202	2	h1	h1	ADJ
cana-3214	202	3	kruskal	kruskal	PROPN
cana-3214	202	4	-	-	PUNCT
cana-3214	202	5	wallis	wallis	PROPN
cana-3214	202	6	h	h	PROPN
cana-3214	202	7	mq1	mq1	PROPN
cana-3214	203	1	4.67	4.67	NUM
cana-3214	203	2	0.031	0.031	NUM
cana-3214	203	3	yes	yes	INTJ
cana-3214	203	4	h2	h2	PROPN
cana-3214	203	5	chi	chi	ADJ
cana-3214	203	6	-	-	PUNCT
cana-3214	203	7	square	square	ADJ
cana-3214	203	8	sq4	sq4	NOUN
cana-3214	203	9	6	6	NUM
cana-3214	203	10	0.114	0.114	NUM
cana-3214	203	11	no	no	DET
cana-3214	203	12	h3	h3	NOUN
cana-3214	203	13	one	one	NUM
cana-3214	203	14	-	-	PUNCT
cana-3214	203	15	sample	sample	NOUN
cana-3214	203	16	t	t	NOUN
cana-3214	203	17	-	-	PUNCT
cana-3214	203	18	test	test	NOUN
cana-3214	203	19	tq1	tq1	NOUN
cana-3214	204	1	6.77	6.77	NUM
cana-3214	204	2	0	0	NUM
cana-3214	205	1	yes	yes	INTJ
cana-3214	205	2	h4	h4	PROPN
cana-3214	205	3	chi	chi	PROPN
cana-3214	205	4	-	-	PUNCT
cana-3214	205	5	square	square	NOUN
cana-3214	205	6	sq12	sq12	PROPN
cana-3214	205	7	7.81	7.81	NUM
cana-3214	205	8	0.02	0.02	NUM
cana-3214	206	1	yes	yes	INTJ
cana-3214	206	2	h5	h5	PROPN
cana-3214	206	3	kruskal	kruskal	PROPN
cana-3214	206	4	-	-	PUNCT
cana-3214	206	5	wallis	wallis	PROPN
cana-3214	206	6	h	h	NOUN
cana-3214	207	1	sq13	sq13	PROPN
cana-3214	207	2	8.75	8.75	NUM
cana-3214	207	3	0.005	0.005	NUM
cana-3214	207	4	yes	yes	INTJ
cana-3214	207	5	hypothesis	hypothesis	NOUN
cana-3214	207	6	1	1	NUM
cana-3214	207	7	(	(	PUNCT
cana-3214	207	8	h1	h1	PROPN
cana-3214	207	9	):	):	PUNCT
cana-3214	207	10	•	•	NUM
cana-3214	207	11	findings	finding	NOUN
cana-3214	207	12	:	:	PUNCT
cana-3214	207	13	kruskal	kruskal	PROPN
cana-3214	207	14	-	-	PUNCT
cana-3214	207	15	wallis	wallis	PROPN
cana-3214	207	16	h	h	PROPN
cana-3214	207	17	test	test	NOUN
cana-3214	207	18	for	for	ADP
cana-3214	207	19	mq1	mq1	PROPN
cana-3214	207	20	gave	give	VERB
cana-3214	207	21	a	a	DET
cana-3214	207	22	statistic	statistic	NOUN
cana-3214	207	23	of	of	ADP
cana-3214	207	24	4.67	4.67	NUM
cana-3214	207	25	and	and	CCONJ
cana-3214	207	26	a	a	DET
cana-3214	207	27	p	p	NOUN
cana-3214	207	28	-	-	PUNCT
cana-3214	207	29	value	value	NOUN
cana-3214	207	30	of	of	ADP
cana-3214	207	31	0.031	0.031	NUM
cana-3214	207	32	,	,	PUNCT
cana-3214	207	33	showing	show	VERB
cana-3214	207	34	a	a	DET
cana-3214	207	35	significant	significant	ADJ
cana-3214	207	36	difference	difference	NOUN
cana-3214	207	37	in	in	ADP
cana-3214	207	38	perceptions	perception	NOUN
cana-3214	207	39	of	of	ADP
cana-3214	207	40	km	km	NOUN
cana-3214	207	41	tool	tool	NOUN
cana-3214	207	42	effectiveness	effectiveness	NOUN
cana-3214	207	43	among	among	ADP
cana-3214	207	44	different	different	ADJ
cana-3214	207	45	groups	group	NOUN
cana-3214	207	46	.	.	PUNCT
cana-3214	208	1	this	this	PRON
cana-3214	208	2	supports	support	VERB
cana-3214	208	3	h1	h1	PROPN
cana-3214	208	4	.	.	PUNCT
cana-3214	209	1	•	•	NUM
cana-3214	209	2	interpretation	interpretation	NOUN
cana-3214	209	3	:	:	PUNCT
cana-3214	209	4	the	the	DET
cana-3214	209	5	significant	significant	ADJ
cana-3214	209	6	p	p	NOUN
cana-3214	209	7	-	-	PUNCT
cana-3214	209	8	value	value	NOUN
cana-3214	209	9	indicates	indicate	VERB
cana-3214	209	10	ai	ai	ADJ
cana-3214	209	11	-	-	PUNCT
cana-3214	209	12	based	base	VERB
cana-3214	209	13	km	km	NOUN
cana-3214	209	14	tools	tool	NOUN
cana-3214	209	15	significantly	significantly	ADV
cana-3214	209	16	enhance	enhance	VERB
cana-3214	209	17	km	km	NOUN
cana-3214	209	18	processes	process	NOUN
cana-3214	209	19	,	,	PUNCT
cana-3214	209	20	fitting	fit	VERB
cana-3214	209	21	the	the	DET
cana-3214	209	22	theoretical	theoretical	ADJ
cana-3214	209	23	view	view	NOUN
cana-3214	209	24	that	that	PRON
cana-3214	209	25	ai	ai	VERB
cana-3214	209	26	improves	improve	VERB
cana-3214	209	27	organizational	organizational	ADJ
cana-3214	209	28	efficiency	efficiency	NOUN
cana-3214	209	29	.	.	PUNCT
cana-3214	210	1	hypothesis	hypothesis	NOUN
cana-3214	210	2	2	2	NUM
cana-3214	210	3	(	(	PUNCT
cana-3214	210	4	h2	h2	NOUN
cana-3214	210	5	):	):	PUNCT
cana-3214	210	6	•	•	NUM
cana-3214	210	7	findings	finding	NOUN
cana-3214	210	8	:	:	PUNCT
cana-3214	210	9	chi	chi	ADJ
cana-3214	210	10	-	-	PUNCT
cana-3214	210	11	square	square	ADJ
cana-3214	210	12	test	test	NOUN
cana-3214	210	13	for	for	ADP
cana-3214	210	14	sq4	sq4	PROPN
cana-3214	210	15	gave	give	VERB
cana-3214	210	16	a	a	DET
cana-3214	210	17	statistic	statistic	NOUN
cana-3214	210	18	of	of	ADP
cana-3214	210	19	6.00	6.00	NUM
cana-3214	210	20	and	and	CCONJ
cana-3214	210	21	a	a	DET
cana-3214	210	22	p	p	NOUN
cana-3214	210	23	-	-	PUNCT
cana-3214	210	24	value	value	NOUN
cana-3214	210	25	of	of	ADP
cana-3214	210	26	0.114	0.114	NUM
cana-3214	210	27	,	,	PUNCT
cana-3214	210	28	not	not	PART
cana-3214	210	29	significant	significant	ADJ
cana-3214	210	30	.	.	PUNCT
cana-3214	211	1	so	so	ADV
cana-3214	211	2	,	,	PUNCT
cana-3214	211	3	h2	h2	PROPN
cana-3214	211	4	is	be	AUX
cana-3214	211	5	not	not	PART
cana-3214	211	6	supported	support	VERB
cana-3214	211	7	.	.	PUNCT
cana-3214	212	1	communications	communication	NOUN
cana-3214	212	2	on	on	ADP
cana-3214	212	3	applied	apply	VERB
cana-3214	212	4	nonlinear	nonlinear	ADJ
cana-3214	212	5	analysis	analysis	NOUN
cana-3214	212	6	issn	issn	NOUN
cana-3214	212	7	:	:	PUNCT
cana-3214	212	8	1074	1074	NUM
cana-3214	212	9	-	-	PUNCT
cana-3214	212	10	133x	133x	NUM
cana-3214	212	11	vol	vol	NOUN
cana-3214	212	12	32	32	NUM
cana-3214	212	13	no	no	NOUN
cana-3214	212	14	.	.	PUNCT
cana-3214	213	1	6s	6s	NUM
cana-3214	213	2	(	(	PUNCT
cana-3214	213	3	2025	2025	NUM
cana-3214	213	4	)	)	PUNCT
cana-3214	213	5	9	9	NUM
cana-3214	213	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-3214	213	7	•	•	NOUN
cana-3214	213	8	interpretation	interpretation	NOUN
cana-3214	213	9	:	:	PUNCT
cana-3214	213	10	the	the	DET
cana-3214	213	11	lack	lack	NOUN
cana-3214	213	12	of	of	ADP
cana-3214	213	13	significance	significance	NOUN
cana-3214	213	14	suggests	suggest	VERB
cana-3214	213	15	ai	ai	ADJ
cana-3214	213	16	-	-	PUNCT
cana-3214	213	17	based	base	VERB
cana-3214	213	18	km	km	NOUN
cana-3214	213	19	tools	tool	NOUN
cana-3214	213	20	'	'	PART
cana-3214	213	21	impact	impact	NOUN
cana-3214	213	22	on	on	ADP
cana-3214	213	23	teaching	teaching	NOUN
cana-3214	213	24	and	and	CCONJ
cana-3214	213	25	learning	learn	VERB
cana-3214	213	26	quality	quality	NOUN
cana-3214	213	27	may	may	AUX
cana-3214	213	28	not	not	PART
cana-3214	213	29	be	be	AUX
cana-3214	213	30	strong	strong	ADJ
cana-3214	213	31	.	.	PUNCT
cana-3214	214	1	other	other	ADJ
cana-3214	214	2	factors	factor	NOUN
cana-3214	214	3	like	like	ADP
cana-3214	214	4	implementation	implementation	NOUN
cana-3214	214	5	strategies	strategy	NOUN
cana-3214	214	6	or	or	CCONJ
cana-3214	214	7	specific	specific	ADJ
cana-3214	214	8	educational	educational	ADJ
cana-3214	214	9	contexts	context	NOUN
cana-3214	214	10	might	might	AUX
cana-3214	214	11	affect	affect	VERB
cana-3214	214	12	their	their	PRON
cana-3214	214	13	effectiveness	effectiveness	NOUN
cana-3214	214	14	.	.	PUNCT
cana-3214	215	1	hypothesis	hypothesis	NOUN
cana-3214	215	2	3	3	NUM
cana-3214	215	3	(	(	PUNCT
cana-3214	215	4	h3	h3	NOUN
cana-3214	215	5	):	):	PUNCT
cana-3214	215	6	•	•	NUM
cana-3214	215	7	findings	finding	NOUN
cana-3214	215	8	:	:	PUNCT
cana-3214	215	9	one	one	NUM
cana-3214	215	10	-	-	PUNCT
cana-3214	215	11	sample	sample	NOUN
cana-3214	215	12	t	t	NOUN
cana-3214	215	13	-	-	PUNCT
cana-3214	215	14	test	test	NOUN
cana-3214	215	15	for	for	ADP
cana-3214	215	16	tq1	tq1	PROPN
cana-3214	215	17	showed	show	VERB
cana-3214	215	18	a	a	DET
cana-3214	215	19	statistic	statistic	NOUN
cana-3214	215	20	of	of	ADP
cana-3214	215	21	6.77	6.77	NUM
cana-3214	215	22	and	and	CCONJ
cana-3214	215	23	a	a	DET
cana-3214	215	24	p	p	NOUN
cana-3214	215	25	-	-	PUNCT
cana-3214	215	26	value	value	NOUN
cana-3214	215	27	of	of	ADP
cana-3214	215	28	0.000	0.000	NUM
cana-3214	215	29	,	,	PUNCT
cana-3214	215	30	significant	significant	ADJ
cana-3214	215	31	.	.	PUNCT
cana-3214	216	1	this	this	PRON
cana-3214	216	2	supports	support	VERB
cana-3214	216	3	h3	h3	NOUN
cana-3214	216	4	.	.	PUNCT
cana-3214	217	1	•	•	NUM
cana-3214	217	2	interpretation	interpretation	NOUN
cana-3214	217	3	:	:	PUNCT
cana-3214	217	4	the	the	DET
cana-3214	217	5	significant	significant	ADJ
cana-3214	217	6	result	result	NOUN
cana-3214	217	7	shows	show	VERB
cana-3214	217	8	ai	ai	VERB
cana-3214	217	9	-	-	PUNCT
cana-3214	217	10	based	base	VERB
cana-3214	217	11	km	km	NOUN
cana-3214	217	12	tools	tool	NOUN
cana-3214	217	13	help	help	VERB
cana-3214	217	14	institutions	institution	NOUN
cana-3214	217	15	adapt	adapt	VERB
cana-3214	217	16	to	to	ADP
cana-3214	217	17	global	global	ADJ
cana-3214	217	18	disruptions	disruption	NOUN
cana-3214	217	19	,	,	PUNCT
cana-3214	217	20	like	like	ADP
cana-3214	217	21	during	during	ADP
cana-3214	217	22	covid-19	covid-19	PROPN
cana-3214	217	23	,	,	PUNCT
cana-3214	217	24	fitting	fit	VERB
cana-3214	217	25	the	the	DET
cana-3214	217	26	theoretical	theoretical	ADJ
cana-3214	217	27	view	view	NOUN
cana-3214	217	28	of	of	ADP
cana-3214	217	29	ai	ai	AUX
cana-3214	217	30	providing	provide	VERB
cana-3214	217	31	flexible	flexible	ADJ
cana-3214	217	32	solutions	solution	NOUN
cana-3214	217	33	.	.	PUNCT
cana-3214	218	1	hypothesis	hypothesis	NOUN
cana-3214	218	2	4	4	NUM
cana-3214	218	3	(	(	PUNCT
cana-3214	218	4	h4	h4	NOUN
cana-3214	218	5	):	):	PUNCT
cana-3214	218	6	•	•	NUM
cana-3214	218	7	findings	finding	NOUN
cana-3214	218	8	:	:	PUNCT
cana-3214	218	9	chi	chi	ADJ
cana-3214	218	10	-	-	PUNCT
cana-3214	218	11	square	square	ADJ
cana-3214	218	12	test	test	NOUN
cana-3214	218	13	for	for	ADP
cana-3214	218	14	sq12	sq12	PROPN
cana-3214	218	15	gave	give	VERB
cana-3214	218	16	a	a	DET
cana-3214	218	17	statistic	statistic	NOUN
cana-3214	218	18	of	of	ADP
cana-3214	218	19	7.81	7.81	NUM
cana-3214	218	20	and	and	CCONJ
cana-3214	218	21	a	a	DET
cana-3214	218	22	p	p	NOUN
cana-3214	218	23	-	-	PUNCT
cana-3214	218	24	value	value	NOUN
cana-3214	218	25	of	of	ADP
cana-3214	218	26	0.020	0.020	NUM
cana-3214	218	27	,	,	PUNCT
cana-3214	218	28	significant	significant	ADJ
cana-3214	218	29	.	.	PUNCT
cana-3214	219	1	this	this	PRON
cana-3214	219	2	supports	support	VERB
cana-3214	219	3	h4	h4	PROPN
cana-3214	219	4	.	.	PUNCT
cana-3214	220	1	•	•	NUM
cana-3214	220	2	interpretation	interpretation	NOUN
cana-3214	220	3	:	:	PUNCT
cana-3214	220	4	the	the	DET
cana-3214	220	5	significant	significant	ADJ
cana-3214	220	6	result	result	NOUN
cana-3214	220	7	shows	show	VERB
cana-3214	220	8	ai	ai	VERB
cana-3214	220	9	-	-	PUNCT
cana-3214	220	10	based	base	VERB
cana-3214	220	11	km	km	NOUN
cana-3214	220	12	tools	tool	NOUN
cana-3214	220	13	improve	improve	VERB
cana-3214	220	14	student	student	NOUN
cana-3214	220	15	engagement	engagement	NOUN
cana-3214	220	16	and	and	CCONJ
cana-3214	220	17	motivation	motivation	NOUN
cana-3214	220	18	in	in	ADP
cana-3214	220	19	remote	remote	ADJ
cana-3214	220	20	learning	learning	NOUN
cana-3214	220	21	,	,	PUNCT
cana-3214	220	22	supporting	support	VERB
cana-3214	220	23	the	the	DET
cana-3214	220	24	idea	idea	NOUN
cana-3214	220	25	that	that	PRON
cana-3214	220	26	ai	ai	VERB
cana-3214	220	27	makes	make	VERB
cana-3214	220	28	learning	learn	VERB
cana-3214	220	29	more	more	ADV
cana-3214	220	30	interactive	interactive	ADJ
cana-3214	220	31	and	and	CCONJ
cana-3214	220	32	engaging	engaging	ADJ
cana-3214	220	33	.	.	PUNCT
cana-3214	221	1	hypothesis	hypothesis	NOUN
cana-3214	221	2	5	5	NUM
cana-3214	221	3	(	(	PUNCT
cana-3214	221	4	h5	h5	PROPN
cana-3214	221	5	):	):	PUNCT
cana-3214	221	6	•	•	NUM
cana-3214	221	7	findings	finding	NOUN
cana-3214	221	8	:	:	PUNCT
cana-3214	221	9	kruskal	kruskal	PROPN
cana-3214	221	10	-	-	PUNCT
cana-3214	221	11	wallis	wallis	PROPN
cana-3214	221	12	h	h	PROPN
cana-3214	221	13	test	test	NOUN
cana-3214	221	14	for	for	ADP
cana-3214	221	15	sq13	sq13	PROPN
cana-3214	221	16	gave	give	VERB
cana-3214	221	17	a	a	DET
cana-3214	221	18	statistic	statistic	NOUN
cana-3214	221	19	of	of	ADP
cana-3214	221	20	8.75	8.75	NUM
cana-3214	221	21	and	and	CCONJ
cana-3214	221	22	a	a	DET
cana-3214	221	23	p	p	NOUN
cana-3214	221	24	-	-	PUNCT
cana-3214	221	25	value	value	NOUN
cana-3214	221	26	of	of	ADP
cana-3214	221	27	0.005	0.005	NUM
cana-3214	221	28	,	,	PUNCT
cana-3214	221	29	significant	significant	ADJ
cana-3214	221	30	.	.	PUNCT
cana-3214	222	1	this	this	PRON
cana-3214	222	2	supports	support	VERB
cana-3214	222	3	h5	h5	NOUN
cana-3214	222	4	.	.	PUNCT
cana-3214	223	1	•	•	NUM
cana-3214	223	2	interpretation	interpretation	NOUN
cana-3214	223	3	:	:	PUNCT
cana-3214	223	4	the	the	DET
cana-3214	223	5	significant	significant	ADJ
cana-3214	223	6	result	result	NOUN
cana-3214	223	7	for	for	ADP
cana-3214	223	8	h5	h5	PROPN
cana-3214	223	9	confirms	confirm	VERB
cana-3214	223	10	ai	ai	VERB
cana-3214	223	11	-	-	PUNCT
cana-3214	223	12	based	base	VERB
cana-3214	223	13	km	km	NOUN
cana-3214	223	14	tools	tool	NOUN
cana-3214	223	15	'	'	PART
cana-3214	223	16	positive	positive	ADJ
cana-3214	223	17	role	role	NOUN
cana-3214	223	18	in	in	ADP
cana-3214	223	19	supporting	support	VERB
cana-3214	223	20	remote	remote	ADJ
cana-3214	223	21	learning	learning	NOUN
cana-3214	223	22	,	,	PUNCT
cana-3214	223	23	further	far	ADV
cana-3214	223	24	highlighting	highlight	VERB
cana-3214	223	25	their	their	PRON
cana-3214	223	26	potential	potential	NOUN
cana-3214	223	27	to	to	PART
cana-3214	223	28	enhance	enhance	VERB
cana-3214	223	29	educational	educational	ADJ
cana-3214	223	30	outcomes	outcome	NOUN
cana-3214	223	31	.	.	PUNCT
cana-3214	224	1	the	the	DET
cana-3214	224	2	hypothesis	hypothesis	NOUN
cana-3214	224	3	testing	testing	NOUN
cana-3214	224	4	provided	provide	VERB
cana-3214	224	5	mixed	mixed	ADJ
cana-3214	224	6	results	result	NOUN
cana-3214	224	7	.	.	PUNCT
cana-3214	225	1	there	there	PRON
cana-3214	225	2	was	be	VERB
cana-3214	225	3	strong	strong	ADJ
cana-3214	225	4	support	support	NOUN
cana-3214	225	5	for	for	ADP
cana-3214	225	6	ai	ai	ADV
cana-3214	225	7	-	-	PUNCT
cana-3214	225	8	based	base	VERB
cana-3214	225	9	km	km	NOUN
cana-3214	225	10	tools	tool	NOUN
cana-3214	225	11	'	'	PART
cana-3214	225	12	positive	positive	ADJ
cana-3214	225	13	impact	impact	NOUN
cana-3214	225	14	on	on	ADP
cana-3214	225	15	km	km	NOUN
cana-3214	225	16	processes	process	NOUN
cana-3214	225	17	and	and	CCONJ
cana-3214	225	18	adaptability	adaptability	NOUN
cana-3214	225	19	to	to	ADP
cana-3214	225	20	global	global	ADJ
cana-3214	225	21	disruptions	disruption	NOUN
cana-3214	225	22	.	.	PUNCT
cana-3214	226	1	however	however	ADV
cana-3214	226	2	,	,	PUNCT
cana-3214	226	3	evidence	evidence	NOUN
cana-3214	226	4	for	for	ADP
cana-3214	226	5	improvements	improvement	NOUN
cana-3214	226	6	in	in	ADP
cana-3214	226	7	teaching	teaching	NOUN
cana-3214	226	8	and	and	CCONJ
cana-3214	226	9	learning	learn	VERB
cana-3214	226	10	quality	quality	NOUN
cana-3214	226	11	was	be	AUX
cana-3214	226	12	less	less	ADV
cana-3214	226	13	clear	clear	ADJ
cana-3214	226	14	.	.	PUNCT
cana-3214	227	1	these	these	DET
cana-3214	227	2	findings	finding	NOUN
cana-3214	227	3	suggest	suggest	VERB
cana-3214	227	4	that	that	SCONJ
cana-3214	227	5	while	while	SCONJ
cana-3214	227	6	aibased	aibased	ADJ
cana-3214	227	7	km	km	NOUN
cana-3214	227	8	tools	tool	NOUN
cana-3214	227	9	have	have	VERB
cana-3214	227	10	significant	significant	ADJ
cana-3214	227	11	potential	potential	NOUN
cana-3214	227	12	,	,	PUNCT
cana-3214	227	13	their	their	PRON
cana-3214	227	14	implementation	implementation	NOUN
cana-3214	227	15	and	and	CCONJ
cana-3214	227	16	impact	impact	NOUN
cana-3214	227	17	may	may	AUX
cana-3214	227	18	vary	vary	VERB
cana-3214	227	19	across	across	ADP
cana-3214	227	20	different	different	ADJ
cana-3214	227	21	educational	educational	ADJ
cana-3214	227	22	contexts	contexts	NOUN
cana-3214	227	23	.	.	PUNCT
cana-3214	228	1	further	further	ADJ
cana-3214	228	2	research	research	NOUN
cana-3214	228	3	is	be	AUX
cana-3214	228	4	needed	need	VERB
cana-3214	228	5	to	to	PART
cana-3214	228	6	explore	explore	VERB
cana-3214	228	7	the	the	DET
cana-3214	228	8	specific	specific	ADJ
cana-3214	228	9	conditions	condition	NOUN
cana-3214	228	10	under	under	ADP
cana-3214	228	11	which	which	PRON
cana-3214	228	12	these	these	DET
cana-3214	228	13	tools	tool	NOUN
cana-3214	228	14	can	can	AUX
cana-3214	228	15	be	be	AUX
cana-3214	228	16	most	most	ADV
cana-3214	228	17	effective	effective	ADJ
cana-3214	228	18	in	in	ADP
cana-3214	228	19	enhancing	enhance	VERB
cana-3214	228	20	educational	educational	ADJ
cana-3214	228	21	outcomes	outcome	NOUN
cana-3214	228	22	.	.	PUNCT
cana-3214	229	1	4	4	NUM
cana-3214	229	2	visualizations	visualization	NOUN
cana-3214	229	3	visualizations	visualization	NOUN
cana-3214	229	4	help	help	VERB
cana-3214	229	5	to	to	PART
cana-3214	229	6	show	show	VERB
cana-3214	229	7	survey	survey	NOUN
cana-3214	229	8	data	datum	NOUN
cana-3214	229	9	and	and	CCONJ
cana-3214	229	10	hypothesis	hypothesis	NOUN
cana-3214	229	11	testing	testing	NOUN
cana-3214	229	12	results	result	NOUN
cana-3214	229	13	,	,	PUNCT
cana-3214	229	14	making	make	VERB
cana-3214	229	15	it	it	PRON
cana-3214	229	16	easier	easy	ADJ
cana-3214	229	17	to	to	PART
cana-3214	229	18	understand	understand	VERB
cana-3214	229	19	the	the	DET
cana-3214	229	20	impact	impact	NOUN
cana-3214	229	21	of	of	ADP
cana-3214	229	22	ai	ai	NOUN
cana-3214	229	23	-	-	PUNCT
cana-3214	229	24	based	base	VERB
cana-3214	229	25	km	km	NOUN
cana-3214	229	26	tools	tool	NOUN
cana-3214	229	27	in	in	ADP
cana-3214	229	28	heis	heis	NOUN
cana-3214	229	29	.	.	PUNCT
cana-3214	230	1	the	the	DET
cana-3214	230	2	graphs	graph	NOUN
cana-3214	230	3	and	and	CCONJ
cana-3214	230	4	charts	chart	NOUN
cana-3214	230	5	here	here	ADV
cana-3214	230	6	highlight	highlight	VERB
cana-3214	230	7	key	key	ADJ
cana-3214	230	8	findings	finding	NOUN
cana-3214	230	9	and	and	CCONJ
cana-3214	230	10	trends	trend	NOUN
cana-3214	230	11	from	from	ADP
cana-3214	230	12	the	the	DET
cana-3214	230	13	data	datum	NOUN
cana-3214	230	14	.	.	PUNCT
cana-3214	231	1	box	box	PROPN
cana-3214	231	2	plot	plot	NOUN
cana-3214	231	3	of	of	ADP
cana-3214	231	4	km	km	NOUN
cana-3214	231	5	tool	tool	NOUN
cana-3214	231	6	usage	usage	NOUN
cana-3214	231	7	by	by	ADP
cana-3214	231	8	administrators	administrator	NOUN
cana-3214	231	9	:	:	PUNCT
cana-3214	231	10	the	the	DET
cana-3214	231	11	box	box	PROPN
cana-3214	231	12	plot	plot	NOUN
cana-3214	231	13	in	in	ADP
cana-3214	231	14	figure	figure	NOUN
cana-3214	231	15	1	1	NUM
cana-3214	231	16	shows	show	VERB
cana-3214	231	17	how	how	SCONJ
cana-3214	231	18	much	much	ADJ
cana-3214	231	19	administrators	administrator	NOUN
cana-3214	231	20	use	use	VERB
cana-3214	231	21	km	km	NOUN
cana-3214	231	22	tools	tool	NOUN
cana-3214	231	23	.	.	PUNCT
cana-3214	232	1	the	the	DET
cana-3214	232	2	responses	response	NOUN
cana-3214	232	3	range	range	VERB
cana-3214	232	4	from	from	ADP
cana-3214	232	5	1	1	NUM
cana-3214	232	6	(	(	PUNCT
cana-3214	232	7	minimal	minimal	ADJ
cana-3214	232	8	usage	usage	NOUN
cana-3214	232	9	)	)	PUNCT
cana-3214	232	10	to	to	ADP
cana-3214	232	11	5	5	NUM
cana-3214	232	12	(	(	PUNCT
cana-3214	232	13	extensive	extensive	ADJ
cana-3214	232	14	usage	usage	NOUN
cana-3214	232	15	)	)	PUNCT
cana-3214	232	16	.	.	PUNCT
cana-3214	233	1	the	the	DET
cana-3214	233	2	median	median	ADJ
cana-3214	233	3	response	response	NOUN
cana-3214	233	4	is	be	AUX
cana-3214	233	5	3	3	NUM
cana-3214	233	6	,	,	PUNCT
cana-3214	233	7	meaning	mean	VERB
cana-3214	233	8	moderate	moderate	ADJ
cana-3214	233	9	usage	usage	NOUN
cana-3214	233	10	.	.	PUNCT
cana-3214	234	1	most	most	ADJ
cana-3214	234	2	responses	response	NOUN
cana-3214	234	3	fall	fall	VERB
cana-3214	234	4	between	between	ADP
cana-3214	234	5	3	3	NUM
cana-3214	234	6	and	and	CCONJ
cana-3214	234	7	4	4	NUM
cana-3214	234	8	.	.	PUNCT
cana-3214	235	1	some	some	DET
cana-3214	235	2	administrators	administrator	NOUN
cana-3214	235	3	report	report	VERB
cana-3214	235	4	minimal	minimal	ADJ
cana-3214	235	5	usage	usage	NOUN
cana-3214	235	6	(	(	PUNCT
cana-3214	235	7	1	1	NUM
cana-3214	235	8	)	)	PUNCT
cana-3214	235	9	and	and	CCONJ
cana-3214	235	10	others	other	NOUN
cana-3214	235	11	report	report	VERB
cana-3214	235	12	extensive	extensive	ADJ
cana-3214	235	13	usage	usage	NOUN
cana-3214	235	14	(	(	PUNCT
cana-3214	235	15	5	5	NUM
cana-3214	235	16	)	)	PUNCT
cana-3214	235	17	.	.	PUNCT
cana-3214	236	1	communications	communication	NOUN
cana-3214	236	2	on	on	ADP
cana-3214	236	3	applied	apply	VERB
cana-3214	236	4	nonlinear	nonlinear	ADJ
cana-3214	236	5	analysis	analysis	NOUN
cana-3214	236	6	issn	issn	NOUN
cana-3214	236	7	:	:	PUNCT
cana-3214	236	8	1074	1074	NUM
cana-3214	236	9	-	-	PUNCT
cana-3214	236	10	133x	133x	NUM
cana-3214	236	11	vol	vol	NOUN
cana-3214	236	12	32	32	NUM
cana-3214	236	13	no	no	NOUN
cana-3214	236	14	.	.	PUNCT
cana-3214	237	1	6s	6s	NUM
cana-3214	237	2	(	(	PUNCT
cana-3214	237	3	2025	2025	NUM
cana-3214	237	4	)	)	PUNCT
cana-3214	237	5	10	10	NUM
cana-3214	237	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	237	7	figure	figure	NOUN
cana-3214	237	8	1	1	NUM
cana-3214	237	9	:	:	PUNCT
cana-3214	237	10	box	box	NOUN
cana-3214	237	11	plot	plot	NOUN
cana-3214	237	12	of	of	ADP
cana-3214	237	13	km	km	NOUN
cana-3214	237	14	tool	tool	NOUN
cana-3214	237	15	usage	usage	NOUN
cana-3214	237	16	by	by	ADP
cana-3214	237	17	administrators	administrator	NOUN
cana-3214	237	18	insights	insight	NOUN
cana-3214	237	19	:	:	PUNCT
cana-3214	237	20	•	•	ADP
cana-3214	237	21	the	the	DET
cana-3214	237	22	median	median	ADJ
cana-3214	237	23	response	response	NOUN
cana-3214	237	24	is	be	AUX
cana-3214	237	25	3	3	NUM
cana-3214	237	26	,	,	PUNCT
cana-3214	237	27	showing	show	VERB
cana-3214	237	28	moderate	moderate	ADJ
cana-3214	237	29	km	km	NOUN
cana-3214	237	30	tool	tool	NOUN
cana-3214	237	31	usage	usage	NOUN
cana-3214	237	32	.	.	PUNCT
cana-3214	238	1	•	•	NUM
cana-3214	238	2	most	most	ADJ
cana-3214	238	3	responses	response	NOUN
cana-3214	238	4	are	be	AUX
cana-3214	238	5	between	between	ADP
cana-3214	238	6	3	3	NUM
cana-3214	238	7	and	and	CCONJ
cana-3214	238	8	4	4	NUM
cana-3214	238	9	.	.	NOUN
cana-3214	238	10	•	•	NUM
cana-3214	238	11	some	some	DET
cana-3214	238	12	variability	variability	NOUN
cana-3214	238	13	,	,	PUNCT
cana-3214	238	14	with	with	ADP
cana-3214	238	15	outliers	outlier	NOUN
cana-3214	238	16	at	at	ADP
cana-3214	238	17	1	1	NUM
cana-3214	238	18	and	and	CCONJ
cana-3214	238	19	5	5	NUM
cana-3214	238	20	.	.	PUNCT
cana-3214	239	1	mean	mean	ADJ
cana-3214	239	2	response	response	NOUN
cana-3214	239	3	scores	score	NOUN
cana-3214	239	4	for	for	ADP
cana-3214	239	5	effectiveness	effectiveness	NOUN
cana-3214	239	6	of	of	ADP
cana-3214	239	7	km	km	NOUN
cana-3214	239	8	tools	tool	NOUN
cana-3214	239	9	(	(	PUNCT
cana-3214	239	10	management	management	NOUN
cana-3214	239	11	):	):	PUNCT
cana-3214	239	12	figure	figure	NOUN
cana-3214	239	13	2	2	NUM
cana-3214	239	14	is	be	AUX
cana-3214	239	15	a	a	DET
cana-3214	239	16	bar	bar	NOUN
cana-3214	239	17	chart	chart	NOUN
cana-3214	239	18	showing	show	VERB
cana-3214	239	19	mean	mean	ADJ
cana-3214	239	20	response	response	NOUN
cana-3214	239	21	scores	score	NOUN
cana-3214	239	22	for	for	ADP
cana-3214	239	23	the	the	DET
cana-3214	239	24	effectiveness	effectiveness	NOUN
cana-3214	239	25	of	of	ADP
cana-3214	239	26	km	km	NOUN
cana-3214	239	27	tools	tool	NOUN
cana-3214	239	28	in	in	ADP
cana-3214	239	29	management	management	NOUN
cana-3214	239	30	.	.	PUNCT
cana-3214	240	1	mq1	mq1	PROPN
cana-3214	240	2	(	(	PUNCT
cana-3214	240	3	implementation	implementation	NOUN
cana-3214	240	4	)	)	PUNCT
cana-3214	240	5	has	have	VERB
cana-3214	240	6	a	a	DET
cana-3214	240	7	low	low	ADJ
cana-3214	240	8	mean	mean	NOUN
cana-3214	240	9	score	score	NOUN
cana-3214	240	10	of	of	ADP
cana-3214	240	11	about	about	ADP
cana-3214	240	12	1.2	1.2	NUM
cana-3214	240	13	,	,	PUNCT
cana-3214	240	14	indicating	indicate	VERB
cana-3214	240	15	low	low	ADJ
cana-3214	240	16	implementation	implementation	NOUN
cana-3214	240	17	.	.	PUNCT
cana-3214	241	1	mq2	mq2	NOUN
cana-3214	241	2	(	(	PUNCT
cana-3214	241	3	effectiveness	effectiveness	NOUN
cana-3214	241	4	)	)	PUNCT
cana-3214	241	5	has	have	VERB
cana-3214	241	6	a	a	DET
cana-3214	241	7	high	high	ADJ
cana-3214	241	8	mean	mean	NOUN
cana-3214	241	9	score	score	NOUN
cana-3214	241	10	of	of	ADP
cana-3214	241	11	4	4	NUM
cana-3214	241	12	,	,	PUNCT
cana-3214	241	13	showing	show	VERB
cana-3214	241	14	high	high	ADJ
cana-3214	241	15	perceived	perceive	VERB
cana-3214	241	16	effectiveness	effectiveness	NOUN
cana-3214	241	17	where	where	SCONJ
cana-3214	241	18	implemented	implement	VERB
cana-3214	241	19	.	.	PUNCT
cana-3214	242	1	figure	figure	VERB
cana-3214	242	2	2	2	NUM
cana-3214	242	3	:	:	PUNCT
cana-3214	242	4	mean	mean	VERB
cana-3214	242	5	response	response	NOUN
cana-3214	242	6	scores	score	NOUN
cana-3214	242	7	for	for	ADP
cana-3214	242	8	effectiveness	effectiveness	NOUN
cana-3214	242	9	of	of	ADP
cana-3214	242	10	km	km	NOUN
cana-3214	242	11	tools	tool	NOUN
cana-3214	242	12	(	(	PUNCT
cana-3214	242	13	management	management	NOUN
cana-3214	242	14	)	)	PUNCT
cana-3214	242	15	insights	insight	NOUN
cana-3214	242	16	:	:	PUNCT
cana-3214	242	17	•	•	NUM
cana-3214	242	18	mq1	mq1	PROPN
cana-3214	242	19	(	(	PUNCT
cana-3214	242	20	implementation	implementation	NOUN
cana-3214	242	21	)	)	PUNCT
cana-3214	242	22	shows	show	VERB
cana-3214	242	23	low	low	ADJ
cana-3214	242	24	levels	level	NOUN
cana-3214	242	25	with	with	ADP
cana-3214	242	26	a	a	DET
cana-3214	242	27	mean	mean	ADJ
cana-3214	242	28	score	score	NOUN
cana-3214	242	29	of	of	ADP
cana-3214	242	30	about	about	ADP
cana-3214	242	31	1.2	1.2	NUM
cana-3214	242	32	.	.	PUNCT
cana-3214	243	1	•	•	NUM
cana-3214	243	2	mq2	mq2	PROPN
cana-3214	243	3	(	(	PUNCT
cana-3214	243	4	effectiveness	effectiveness	NOUN
cana-3214	243	5	)	)	PUNCT
cana-3214	243	6	shows	show	VERB
cana-3214	243	7	high	high	ADJ
cana-3214	243	8	levels	level	NOUN
cana-3214	243	9	with	with	ADP
cana-3214	243	10	a	a	DET
cana-3214	243	11	mean	mean	ADJ
cana-3214	243	12	score	score	NOUN
cana-3214	243	13	of	of	ADP
cana-3214	243	14	4	4	NUM
cana-3214	243	15	.	.	PUNCT
cana-3214	244	1	distribution	distribution	NOUN
cana-3214	244	2	of	of	ADP
cana-3214	244	3	student	student	NOUN
cana-3214	244	4	responses	response	NOUN
cana-3214	244	5	on	on	ADP
cana-3214	244	6	remote	remote	ADJ
cana-3214	244	7	learning	learning	NOUN
cana-3214	244	8	improvement	improvement	NOUN
cana-3214	244	9	:	:	PUNCT
cana-3214	244	10	figure	figure	NOUN
cana-3214	244	11	3	3	NUM
cana-3214	244	12	is	be	AUX
cana-3214	244	13	a	a	DET
cana-3214	244	14	histogram	histogram	NOUN
cana-3214	244	15	showing	show	VERB
cana-3214	244	16	student	student	NOUN
cana-3214	244	17	responses	response	NOUN
cana-3214	244	18	on	on	ADP
cana-3214	244	19	how	how	SCONJ
cana-3214	244	20	km	km	NOUN
cana-3214	244	21	tools	tool	NOUN
cana-3214	244	22	improve	improve	VERB
cana-3214	244	23	remote	remote	ADJ
cana-3214	244	24	learning	learning	NOUN
cana-3214	244	25	.	.	PUNCT
cana-3214	245	1	responses	response	NOUN
cana-3214	245	2	range	range	VERB
cana-3214	245	3	from	from	ADP
cana-3214	245	4	1	1	NUM
cana-3214	245	5	(	(	PUNCT
cana-3214	245	6	no	no	DET
cana-3214	245	7	improvement	improvement	NOUN
cana-3214	245	8	)	)	PUNCT
cana-3214	245	9	to	to	ADP
cana-3214	245	10	5	5	NUM
cana-3214	245	11	(	(	PUNCT
cana-3214	245	12	significant	significant	ADJ
cana-3214	245	13	improvement	improvement	NOUN
cana-3214	245	14	)	)	PUNCT
cana-3214	245	15	.	.	PUNCT
cana-3214	246	1	most	most	ADJ
cana-3214	246	2	responses	response	NOUN
cana-3214	246	3	are	be	AUX
cana-3214	246	4	4	4	NUM
cana-3214	246	5	and	and	CCONJ
cana-3214	246	6	5	5	NUM
cana-3214	246	7	,	,	PUNCT
cana-3214	246	8	indicating	indicate	VERB
cana-3214	246	9	high	high	ADJ
cana-3214	246	10	perceived	perceive	VERB
cana-3214	246	11	improvement	improvement	NOUN
cana-3214	246	12	.	.	PUNCT
cana-3214	247	1	few	few	ADJ
cana-3214	247	2	responses	response	NOUN
cana-3214	247	3	are	be	AUX
cana-3214	247	4	in	in	ADP
cana-3214	247	5	the	the	DET
cana-3214	247	6	lower	low	ADJ
cana-3214	247	7	range	range	NOUN
cana-3214	247	8	(	(	PUNCT
cana-3214	247	9	1	1	NUM
cana-3214	247	10	and	and	CCONJ
cana-3214	247	11	2	2	NUM
cana-3214	247	12	)	)	PUNCT
cana-3214	247	13	.	.	PUNCT
cana-3214	248	1	communications	communication	NOUN
cana-3214	248	2	on	on	ADP
cana-3214	248	3	applied	apply	VERB
cana-3214	248	4	nonlinear	nonlinear	ADJ
cana-3214	248	5	analysis	analysis	NOUN
cana-3214	248	6	issn	issn	NOUN
cana-3214	248	7	:	:	PUNCT
cana-3214	248	8	1074	1074	NUM
cana-3214	248	9	-	-	PUNCT
cana-3214	248	10	133x	133x	NUM
cana-3214	248	11	vol	vol	NOUN
cana-3214	248	12	32	32	NUM
cana-3214	248	13	no	no	NOUN
cana-3214	248	14	.	.	PUNCT
cana-3214	249	1	6s	6s	NUM
cana-3214	249	2	(	(	PUNCT
cana-3214	249	3	2025	2025	NUM
cana-3214	249	4	)	)	PUNCT
cana-3214	249	5	11	11	NUM
cana-3214	250	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	250	2	figure	figure	NOUN
cana-3214	250	3	3	3	NUM
cana-3214	250	4	:	:	PUNCT
cana-3214	250	5	distribution	distribution	NOUN
cana-3214	250	6	of	of	ADP
cana-3214	250	7	student	student	NOUN
cana-3214	250	8	responses	response	NOUN
cana-3214	250	9	on	on	ADP
cana-3214	250	10	remote	remote	ADJ
cana-3214	250	11	learning	learning	NOUN
cana-3214	250	12	improvement	improvement	NOUN
cana-3214	250	13	insights	insight	NOUN
cana-3214	250	14	:	:	PUNCT
cana-3214	250	15	•	•	ADP
cana-3214	250	16	most	most	ADJ
cana-3214	250	17	responses	response	NOUN
cana-3214	250	18	are	be	AUX
cana-3214	250	19	4	4	NUM
cana-3214	250	20	and	and	CCONJ
cana-3214	250	21	5	5	NUM
cana-3214	250	22	,	,	PUNCT
cana-3214	250	23	indicating	indicate	VERB
cana-3214	250	24	high	high	ADJ
cana-3214	250	25	improvement	improvement	NOUN
cana-3214	250	26	.	.	PUNCT
cana-3214	251	1	•	•	NUM
cana-3214	251	2	few	few	ADJ
cana-3214	251	3	responses	response	NOUN
cana-3214	251	4	are	be	AUX
cana-3214	251	5	1	1	NUM
cana-3214	251	6	and	and	CCONJ
cana-3214	251	7	2	2	NUM
cana-3214	251	8	,	,	PUNCT
cana-3214	251	9	suggesting	suggest	VERB
cana-3214	251	10	few	few	ADJ
cana-3214	251	11	students	student	NOUN
cana-3214	251	12	see	see	VERB
cana-3214	251	13	little	little	ADJ
cana-3214	251	14	to	to	ADP
cana-3214	251	15	no	no	DET
cana-3214	251	16	improvement	improvement	NOUN
cana-3214	251	17	.	.	PUNCT
cana-3214	252	1	teacher	teacher	NOUN
cana-3214	252	2	responses	response	NOUN
cana-3214	252	3	on	on	ADP
cana-3214	252	4	teaching	teach	VERB
cana-3214	252	5	quality	quality	NOUN
cana-3214	252	6	improvement	improvement	NOUN
cana-3214	252	7	:	:	PUNCT
cana-3214	252	8	figure	figure	NOUN
cana-3214	252	9	4	4	NUM
cana-3214	252	10	is	be	AUX
cana-3214	252	11	a	a	DET
cana-3214	252	12	box	box	NOUN
cana-3214	252	13	plot	plot	NOUN
cana-3214	252	14	showing	show	VERB
cana-3214	252	15	teacher	teacher	NOUN
cana-3214	252	16	responses	response	NOUN
cana-3214	252	17	on	on	ADP
cana-3214	252	18	the	the	DET
cana-3214	252	19	impact	impact	NOUN
cana-3214	252	20	of	of	ADP
cana-3214	252	21	ai	ai	NOUN
cana-3214	252	22	-	-	PUNCT
cana-3214	252	23	based	base	VERB
cana-3214	252	24	km	km	NOUN
cana-3214	252	25	tools	tool	NOUN
cana-3214	252	26	on	on	ADP
cana-3214	252	27	teaching	teach	VERB
cana-3214	252	28	quality	quality	NOUN
cana-3214	252	29	.	.	PUNCT
cana-3214	253	1	responses	response	NOUN
cana-3214	253	2	range	range	VERB
cana-3214	253	3	from	from	ADP
cana-3214	253	4	1	1	NUM
cana-3214	253	5	(	(	PUNCT
cana-3214	253	6	no	no	DET
cana-3214	253	7	improvement	improvement	NOUN
cana-3214	253	8	)	)	PUNCT
cana-3214	253	9	to	to	ADP
cana-3214	253	10	5	5	NUM
cana-3214	253	11	(	(	PUNCT
cana-3214	253	12	significant	significant	ADJ
cana-3214	253	13	improvement	improvement	NOUN
cana-3214	253	14	)	)	PUNCT
cana-3214	253	15	.	.	PUNCT
cana-3214	254	1	the	the	DET
cana-3214	254	2	median	median	ADJ
cana-3214	254	3	response	response	NOUN
cana-3214	254	4	is	be	AUX
cana-3214	254	5	4	4	NUM
cana-3214	254	6	,	,	PUNCT
cana-3214	254	7	indicating	indicate	VERB
cana-3214	254	8	a	a	DET
cana-3214	254	9	generally	generally	ADV
cana-3214	254	10	positive	positive	ADJ
cana-3214	254	11	view	view	NOUN
cana-3214	254	12	.	.	PUNCT
cana-3214	255	1	most	most	ADJ
cana-3214	255	2	responses	response	NOUN
cana-3214	255	3	fall	fall	VERB
cana-3214	255	4	between	between	ADP
cana-3214	255	5	3	3	NUM
cana-3214	255	6	and	and	CCONJ
cana-3214	255	7	4	4	NUM
cana-3214	255	8	,	,	PUNCT
cana-3214	255	9	with	with	ADP
cana-3214	255	10	some	some	DET
cana-3214	255	11	variability	variability	NOUN
cana-3214	255	12	.	.	PUNCT
cana-3214	256	1	figure	figure	VERB
cana-3214	256	2	4	4	NUM
cana-3214	256	3	:	:	PUNCT
cana-3214	256	4	teacher	teacher	NOUN
cana-3214	256	5	responses	response	NOUN
cana-3214	256	6	on	on	ADP
cana-3214	256	7	teaching	teach	VERB
cana-3214	256	8	quality	quality	NOUN
cana-3214	256	9	improvement	improvement	NOUN
cana-3214	256	10	insights	insight	NOUN
cana-3214	256	11	:	:	PUNCT
cana-3214	256	12	•	•	ADP
cana-3214	256	13	the	the	DET
cana-3214	256	14	median	median	ADJ
cana-3214	256	15	response	response	NOUN
cana-3214	256	16	is	be	AUX
cana-3214	256	17	4	4	NUM
cana-3214	256	18	,	,	PUNCT
cana-3214	256	19	showing	show	VERB
cana-3214	256	20	positive	positive	ADJ
cana-3214	256	21	views	view	NOUN
cana-3214	256	22	on	on	ADP
cana-3214	256	23	km	km	NOUN
cana-3214	256	24	tools	tool	NOUN
cana-3214	256	25	.	.	PUNCT
cana-3214	257	1	•	•	NUM
cana-3214	257	2	most	most	ADJ
cana-3214	257	3	responses	response	NOUN
cana-3214	257	4	are	be	AUX
cana-3214	257	5	between	between	ADP
cana-3214	257	6	3	3	NUM
cana-3214	257	7	and	and	CCONJ
cana-3214	257	8	4	4	NUM
cana-3214	257	9	.	.	NOUN
cana-3214	257	10	•	•	NUM
cana-3214	257	11	some	some	DET
cana-3214	257	12	variability	variability	NOUN
cana-3214	257	13	with	with	ADP
cana-3214	257	14	outliers	outlier	NOUN
cana-3214	257	15	.	.	PUNCT
cana-3214	258	1	chi	chi	ADJ
cana-3214	258	2	-	-	PUNCT
cana-3214	258	3	square	square	ADJ
cana-3214	258	4	test	test	NOUN
cana-3214	258	5	results	result	NOUN
cana-3214	258	6	heatmap	heatmap	NOUN
cana-3214	258	7	:	:	PUNCT
cana-3214	258	8	figure	figure	NOUN
cana-3214	258	9	5	5	NUM
cana-3214	258	10	is	be	AUX
cana-3214	258	11	a	a	DET
cana-3214	258	12	heatmap	heatmap	NOUN
cana-3214	258	13	showing	show	VERB
cana-3214	258	14	p	p	NOUN
cana-3214	258	15	-	-	PUNCT
cana-3214	258	16	values	value	NOUN
cana-3214	258	17	from	from	ADP
cana-3214	258	18	chi	chi	ADJ
cana-3214	258	19	-	-	PUNCT
cana-3214	258	20	square	square	ADJ
cana-3214	258	21	tests	test	NOUN
cana-3214	258	22	for	for	ADP
cana-3214	258	23	all	all	DET
cana-3214	258	24	respondent	respondent	NOUN
cana-3214	258	25	groups	group	NOUN
cana-3214	258	26	(	(	PUNCT
cana-3214	258	27	administrators	administrator	NOUN
cana-3214	258	28	,	,	PUNCT
cana-3214	258	29	management	management	NOUN
cana-3214	258	30	,	,	PUNCT
cana-3214	258	31	students	student	NOUN
cana-3214	258	32	,	,	PUNCT
cana-3214	258	33	and	and	CCONJ
cana-3214	258	34	teachers	teacher	NOUN
cana-3214	258	35	)	)	PUNCT
cana-3214	258	36	across	across	ADP
cana-3214	258	37	different	different	ADJ
cana-3214	258	38	hypotheses	hypothesis	NOUN
cana-3214	258	39	.	.	PUNCT
cana-3214	259	1	hypothesis	hypothesis	NOUN
cana-3214	259	2	h4	h4	NOUN
cana-3214	259	3	(	(	PUNCT
cana-3214	259	4	adaptation	adaptation	NOUN
cana-3214	259	5	to	to	ADP
cana-3214	259	6	global	global	ADJ
cana-3214	259	7	disruptions	disruption	NOUN
cana-3214	259	8	)	)	PUNCT
cana-3214	259	9	shows	show	VERB
cana-3214	259	10	significant	significant	ADJ
cana-3214	259	11	results	result	NOUN
cana-3214	259	12	across	across	ADP
cana-3214	259	13	multiple	multiple	ADJ
cana-3214	259	14	groups	group	NOUN
cana-3214	259	15	,	,	PUNCT
cana-3214	259	16	indicating	indicate	VERB
cana-3214	259	17	strong	strong	ADJ
cana-3214	259	18	evidence	evidence	NOUN
cana-3214	259	19	that	that	PRON
cana-3214	259	20	ai	ai	AUX
cana-3214	259	21	-	-	PUNCT
cana-3214	259	22	driven	drive	VERB
cana-3214	259	23	km	km	NOUN
cana-3214	259	24	tools	tool	NOUN
cana-3214	259	25	help	help	NOUN
cana-3214	259	26	heis	heis	VERB
cana-3214	259	27	adapt	adapt	VERB
cana-3214	259	28	to	to	ADP
cana-3214	259	29	global	global	ADJ
cana-3214	259	30	disruptions	disruption	NOUN
cana-3214	259	31	.	.	PUNCT
cana-3214	260	1	hypothesis	hypothesis	NOUN
cana-3214	260	2	h5	h5	NOUN
cana-3214	260	3	(	(	PUNCT
cana-3214	260	4	improvement	improvement	NOUN
cana-3214	260	5	in	in	ADP
cana-3214	260	6	remote	remote	ADJ
cana-3214	260	7	learning	learning	NOUN
cana-3214	260	8	and	and	CCONJ
cana-3214	260	9	student	student	NOUN
cana-3214	260	10	motivation	motivation	NOUN
cana-3214	260	11	)	)	PUNCT
cana-3214	260	12	also	also	ADV
cana-3214	260	13	shows	show	VERB
cana-3214	260	14	significant	significant	ADJ
cana-3214	260	15	results	result	NOUN
cana-3214	260	16	communications	communication	NOUN
cana-3214	260	17	on	on	ADP
cana-3214	260	18	applied	apply	VERB
cana-3214	260	19	nonlinear	nonlinear	ADJ
cana-3214	260	20	analysis	analysis	NOUN
cana-3214	260	21	issn	issn	NOUN
cana-3214	260	22	:	:	PUNCT
cana-3214	260	23	1074	1074	NUM
cana-3214	260	24	-	-	PUNCT
cana-3214	260	25	133x	133x	NUM
cana-3214	260	26	vol	vol	NOUN
cana-3214	260	27	32	32	NUM
cana-3214	260	28	no	no	NOUN
cana-3214	260	29	.	.	PUNCT
cana-3214	261	1	6s	6s	NUM
cana-3214	261	2	(	(	PUNCT
cana-3214	261	3	2025	2025	NUM
cana-3214	261	4	)	)	PUNCT
cana-3214	261	5	12	12	NUM
cana-3214	261	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	261	7	for	for	ADP
cana-3214	261	8	several	several	ADJ
cana-3214	261	9	groups	group	NOUN
cana-3214	261	10	,	,	PUNCT
cana-3214	261	11	indicating	indicate	VERB
cana-3214	261	12	a	a	DET
cana-3214	261	13	positive	positive	ADJ
cana-3214	261	14	impact	impact	NOUN
cana-3214	261	15	.	.	PUNCT
cana-3214	262	1	other	other	ADJ
cana-3214	262	2	hypotheses	hypothesis	NOUN
cana-3214	262	3	have	have	VERB
cana-3214	262	4	mixed	mixed	ADJ
cana-3214	262	5	results	result	NOUN
cana-3214	262	6	,	,	PUNCT
cana-3214	262	7	showing	show	VERB
cana-3214	262	8	variability	variability	NOUN
cana-3214	262	9	in	in	ADP
cana-3214	262	10	perceptions	perception	NOUN
cana-3214	262	11	and	and	CCONJ
cana-3214	262	12	impacts	impact	NOUN
cana-3214	262	13	.	.	PUNCT
cana-3214	263	1	figure	figure	NOUN
cana-3214	263	2	5	5	NUM
cana-3214	263	3	:	:	PUNCT
cana-3214	263	4	chi	chi	ADJ
cana-3214	263	5	-	-	PUNCT
cana-3214	263	6	square	square	ADJ
cana-3214	263	7	test	test	NOUN
cana-3214	263	8	results	result	VERB
cana-3214	263	9	heatmap	heatmap	NOUN
cana-3214	263	10	insights	insight	NOUN
cana-3214	263	11	:	:	PUNCT
cana-3214	263	12	•	•	NUM
cana-3214	263	13	h4	h4	PROPN
cana-3214	263	14	shows	show	VERB
cana-3214	263	15	strong	strong	ADJ
cana-3214	263	16	evidence	evidence	NOUN
cana-3214	263	17	that	that	PRON
cana-3214	263	18	ai	ai	VERB
cana-3214	263	19	tools	tool	NOUN
cana-3214	263	20	help	help	VERB
cana-3214	263	21	heis	heis	VERB
cana-3214	263	22	adapt	adapt	VERB
cana-3214	263	23	to	to	ADP
cana-3214	263	24	global	global	ADJ
cana-3214	263	25	disruptions	disruption	NOUN
cana-3214	263	26	.	.	PUNCT
cana-3214	264	1	•	•	NUM
cana-3214	264	2	h5	h5	PROPN
cana-3214	264	3	shows	show	VERB
cana-3214	264	4	a	a	DET
cana-3214	264	5	positive	positive	ADJ
cana-3214	264	6	impact	impact	NOUN
cana-3214	264	7	on	on	ADP
cana-3214	264	8	remote	remote	ADJ
cana-3214	264	9	learning	learning	NOUN
cana-3214	264	10	and	and	CCONJ
cana-3214	264	11	student	student	NOUN
cana-3214	264	12	motivation	motivation	NOUN
cana-3214	264	13	.	.	PUNCT
cana-3214	265	1	•	•	NUM
cana-3214	265	2	other	other	ADJ
cana-3214	265	3	hypotheses	hypothesis	NOUN
cana-3214	265	4	show	show	VERB
cana-3214	265	5	mixed	mixed	ADJ
cana-3214	265	6	results	result	NOUN
cana-3214	265	7	,	,	PUNCT
cana-3214	265	8	indicating	indicate	VERB
cana-3214	265	9	variability	variability	NOUN
cana-3214	265	10	in	in	ADP
cana-3214	265	11	impacts	impact	NOUN
cana-3214	265	12	.	.	PUNCT
cana-3214	266	1	5	5	NUM
cana-3214	266	2	discussion	discussion	NOUN
cana-3214	266	3	this	this	DET
cana-3214	266	4	section	section	NOUN
cana-3214	266	5	talks	talk	VERB
cana-3214	266	6	about	about	ADP
cana-3214	266	7	the	the	DET
cana-3214	266	8	study	study	NOUN
cana-3214	266	9	findings	finding	NOUN
cana-3214	266	10	on	on	ADP
cana-3214	266	11	ai	ai	ADV
cana-3214	266	12	-	-	PUNCT
cana-3214	266	13	based	base	VERB
cana-3214	266	14	knowledge	knowledge	NOUN
cana-3214	266	15	management	management	NOUN
cana-3214	266	16	(	(	PUNCT
cana-3214	266	17	km	km	NOUN
cana-3214	266	18	)	)	PUNCT
cana-3214	266	19	tools	tool	NOUN
cana-3214	266	20	in	in	ADP
cana-3214	266	21	higher	high	ADJ
cana-3214	266	22	education	education	NOUN
cana-3214	266	23	institutions	institution	NOUN
cana-3214	266	24	(	(	PUNCT
cana-3214	266	25	heis	heis	PROPN
cana-3214	266	26	)	)	PUNCT
cana-3214	266	27	.	.	PUNCT
cana-3214	267	1	it	it	PRON
cana-3214	267	2	explains	explain	VERB
cana-3214	267	3	the	the	DET
cana-3214	267	4	data	datum	NOUN
cana-3214	267	5	in	in	ADP
cana-3214	267	6	relation	relation	NOUN
cana-3214	267	7	to	to	ADP
cana-3214	267	8	existing	exist	VERB
cana-3214	267	9	research	research	NOUN
cana-3214	267	10	,	,	PUNCT
cana-3214	267	11	theories	theory	NOUN
cana-3214	267	12	,	,	PUNCT
cana-3214	267	13	and	and	CCONJ
cana-3214	267	14	practical	practical	ADJ
cana-3214	267	15	applications	application	NOUN
cana-3214	267	16	.	.	PUNCT
cana-3214	268	1	we	we	PRON
cana-3214	268	2	also	also	ADV
cana-3214	268	3	discuss	discuss	VERB
cana-3214	268	4	the	the	DET
cana-3214	268	5	broader	broad	ADJ
cana-3214	268	6	implications	implication	NOUN
cana-3214	268	7	,	,	PUNCT
cana-3214	268	8	limitations	limitation	NOUN
cana-3214	268	9	,	,	PUNCT
cana-3214	268	10	and	and	CCONJ
cana-3214	268	11	future	future	ADJ
cana-3214	268	12	research	research	NOUN
cana-3214	268	13	directions	direction	NOUN
cana-3214	268	14	.	.	PUNCT
cana-3214	269	1	•	•	NUM
cana-3214	269	2	theoretical	theoretical	ADJ
cana-3214	269	3	implications	implication	NOUN
cana-3214	269	4	enhancement	enhancement	NOUN
cana-3214	269	5	of	of	ADP
cana-3214	269	6	knowledge	knowledge	NOUN
cana-3214	269	7	management	management	NOUN
cana-3214	269	8	processes	process	NOUN
cana-3214	269	9	:	:	PUNCT
cana-3214	269	10	support	support	NOUN
cana-3214	269	11	for	for	ADP
cana-3214	269	12	hypothesis	hypothesis	NOUN
cana-3214	269	13	1	1	NUM
cana-3214	269	14	(	(	PUNCT
cana-3214	269	15	h1	h1	PROPN
cana-3214	269	16	)	)	PUNCT
cana-3214	269	17	shows	show	VERB
cana-3214	269	18	aibased	aibased	ADJ
cana-3214	269	19	km	km	NOUN
cana-3214	269	20	tools	tool	NOUN
cana-3214	269	21	can	can	AUX
cana-3214	269	22	improve	improve	VERB
cana-3214	269	23	km	km	NOUN
cana-3214	269	24	processes	process	NOUN
cana-3214	269	25	in	in	ADP
cana-3214	269	26	heis	heis	NOUN
cana-3214	269	27	.	.	PUNCT
cana-3214	270	1	this	this	PRON
cana-3214	270	2	agrees	agree	VERB
cana-3214	270	3	with	with	ADP
cana-3214	270	4	theories	theory	NOUN
cana-3214	270	5	that	that	SCONJ
cana-3214	270	6	ai	ai	VERB
cana-3214	270	7	can	can	AUX
cana-3214	270	8	make	make	VERB
cana-3214	270	9	organizations	organization	NOUN
cana-3214	270	10	more	more	ADV
cana-3214	270	11	efficient	efficient	ADJ
cana-3214	270	12	.	.	PUNCT
cana-3214	271	1	the	the	DET
cana-3214	271	2	study	study	NOUN
cana-3214	271	3	shows	show	VERB
cana-3214	271	4	ai	ai	VERB
cana-3214	271	5	tools	tool	NOUN
cana-3214	271	6	help	help	VERB
cana-3214	271	7	in	in	ADP
cana-3214	271	8	better	well	ADJ
cana-3214	271	9	organizing	organizing	NOUN
cana-3214	271	10	,	,	PUNCT
cana-3214	271	11	storing	storing	NOUN
cana-3214	271	12	,	,	PUNCT
cana-3214	271	13	and	and	CCONJ
cana-3214	271	14	retrieving	retrieve	VERB
cana-3214	271	15	data	datum	NOUN
cana-3214	271	16	,	,	PUNCT
cana-3214	271	17	making	make	VERB
cana-3214	271	18	knowledge	knowledge	NOUN
cana-3214	271	19	sharing	sharing	NOUN
cana-3214	271	20	easier	easy	ADJ
cana-3214	271	21	.	.	PUNCT
cana-3214	272	1	adaptability	adaptability	NOUN
cana-3214	272	2	to	to	ADP
cana-3214	272	3	global	global	ADJ
cana-3214	272	4	disruptions	disruption	NOUN
cana-3214	272	5	:	:	PUNCT
cana-3214	272	6	strong	strong	ADJ
cana-3214	272	7	support	support	NOUN
cana-3214	272	8	for	for	ADP
cana-3214	272	9	hypothesis	hypothesis	NOUN
cana-3214	272	10	3	3	NUM
cana-3214	272	11	(	(	PUNCT
cana-3214	272	12	h3	h3	NOUN
cana-3214	272	13	)	)	PUNCT
cana-3214	272	14	confirms	confirm	VERB
cana-3214	272	15	ai	ai	VERB
cana-3214	272	16	tools	tool	NOUN
cana-3214	272	17	help	help	VERB
cana-3214	272	18	institutions	institution	NOUN
cana-3214	272	19	adapt	adapt	VERB
cana-3214	272	20	to	to	ADP
cana-3214	272	21	global	global	ADJ
cana-3214	272	22	disruptions	disruption	NOUN
cana-3214	272	23	like	like	ADP
cana-3214	272	24	covid-19	covid-19	PROPN
cana-3214	272	25	.	.	PUNCT
cana-3214	273	1	ai	ai	VERB
cana-3214	273	2	tools	tool	NOUN
cana-3214	273	3	can	can	AUX
cana-3214	273	4	ensure	ensure	VERB
cana-3214	273	5	continuity	continuity	NOUN
cana-3214	273	6	of	of	ADP
cana-3214	273	7	operations	operation	NOUN
cana-3214	273	8	and	and	CCONJ
cana-3214	273	9	learning	learn	VERB
cana-3214	273	10	during	during	ADP
cana-3214	273	11	such	such	ADJ
cana-3214	273	12	times	time	NOUN
cana-3214	273	13	,	,	PUNCT
cana-3214	273	14	supporting	support	VERB
cana-3214	273	15	theories	theory	NOUN
cana-3214	273	16	that	that	PRON
cana-3214	273	17	recommend	recommend	VERB
cana-3214	273	18	ai	ai	VERB
cana-3214	273	19	for	for	ADP
cana-3214	273	20	institutional	institutional	ADJ
cana-3214	273	21	adaptability	adaptability	NOUN
cana-3214	273	22	.	.	PUNCT
cana-3214	274	1	variability	variability	NOUN
cana-3214	274	2	in	in	ADP
cana-3214	274	3	teaching	teaching	NOUN
cana-3214	274	4	and	and	CCONJ
cana-3214	274	5	learning	learn	VERB
cana-3214	274	6	quality	quality	NOUN
cana-3214	274	7	:	:	PUNCT
cana-3214	274	8	the	the	DET
cana-3214	274	9	mixed	mixed	ADJ
cana-3214	274	10	results	result	NOUN
cana-3214	274	11	for	for	ADP
cana-3214	274	12	hypothesis	hypothesis	NOUN
cana-3214	274	13	2	2	NUM
cana-3214	274	14	(	(	PUNCT
cana-3214	274	15	h2	h2	NOUN
cana-3214	274	16	)	)	PUNCT
cana-3214	274	17	and	and	CCONJ
cana-3214	274	18	hypothesis	hypothesis	NOUN
cana-3214	274	19	4	4	NUM
cana-3214	274	20	(	(	PUNCT
cana-3214	274	21	h4	h4	NOUN
cana-3214	274	22	)	)	PUNCT
cana-3214	274	23	show	show	VERB
cana-3214	274	24	the	the	DET
cana-3214	274	25	impact	impact	NOUN
cana-3214	274	26	of	of	ADP
cana-3214	274	27	ai	ai	NOUN
cana-3214	274	28	-	-	PUNCT
cana-3214	274	29	based	base	VERB
cana-3214	274	30	km	km	NOUN
cana-3214	274	31	tools	tool	NOUN
cana-3214	274	32	on	on	ADP
cana-3214	274	33	teaching	teach	VERB
cana-3214	274	34	and	and	CCONJ
cana-3214	274	35	learning	learn	VERB
cana-3214	274	36	quality	quality	NOUN
cana-3214	274	37	is	be	AUX
cana-3214	274	38	complex	complex	ADJ
cana-3214	274	39	and	and	CCONJ
cana-3214	274	40	depends	depend	VERB
cana-3214	274	41	on	on	ADP
cana-3214	274	42	the	the	DET
cana-3214	274	43	context	context	NOUN
cana-3214	274	44	.	.	PUNCT
cana-3214	275	1	this	this	PRON
cana-3214	275	2	challenges	challenge	VERB
cana-3214	275	3	the	the	DET
cana-3214	275	4	idea	idea	NOUN
cana-3214	275	5	that	that	PRON
cana-3214	275	6	ai	ai	AUX
cana-3214	275	7	always	always	ADV
cana-3214	275	8	improves	improve	VERB
cana-3214	275	9	educational	educational	ADJ
cana-3214	275	10	outcomes	outcome	NOUN
cana-3214	275	11	.	.	PUNCT
cana-3214	276	1	ai	ai	VERB
cana-3214	276	2	tools	tool	NOUN
cana-3214	276	3	can	can	AUX
cana-3214	276	4	offer	offer	VERB
cana-3214	276	5	personalized	personalized	ADJ
cana-3214	276	6	learning	learning	NOUN
cana-3214	276	7	,	,	PUNCT
cana-3214	276	8	but	but	CCONJ
cana-3214	276	9	their	their	PRON
cana-3214	276	10	success	success	NOUN
cana-3214	276	11	depends	depend	VERB
cana-3214	276	12	on	on	ADP
cana-3214	276	13	factors	factor	NOUN
cana-3214	276	14	like	like	ADP
cana-3214	276	15	implementation	implementation	NOUN
cana-3214	276	16	strategies	strategy	NOUN
cana-3214	276	17	,	,	PUNCT
cana-3214	276	18	teacher	teacher	NOUN
cana-3214	276	19	readiness	readiness	NOUN
cana-3214	276	20	,	,	PUNCT
cana-3214	276	21	and	and	CCONJ
cana-3214	276	22	student	student	NOUN
cana-3214	276	23	engagement	engagement	NOUN
cana-3214	276	24	.	.	PUNCT
cana-3214	277	1	student	student	NOUN
cana-3214	277	2	motivation	motivation	NOUN
cana-3214	277	3	and	and	CCONJ
cana-3214	277	4	engagement	engagement	NOUN
cana-3214	277	5	:	:	PUNCT
cana-3214	277	6	support	support	NOUN
cana-3214	277	7	for	for	ADP
cana-3214	277	8	hypothesis	hypothesis	NOUN
cana-3214	277	9	4	4	NUM
cana-3214	277	10	(	(	PUNCT
cana-3214	277	11	h4	h4	PROPN
cana-3214	277	12	)	)	PUNCT
cana-3214	277	13	highlights	highlight	NOUN
cana-3214	277	14	that	that	PRON
cana-3214	277	15	ai	ai	VERB
cana-3214	277	16	-	-	PUNCT
cana-3214	277	17	based	base	VERB
cana-3214	277	18	km	km	NOUN
cana-3214	277	19	tools	tool	NOUN
cana-3214	277	20	can	can	AUX
cana-3214	277	21	improve	improve	VERB
cana-3214	277	22	student	student	NOUN
cana-3214	277	23	motivation	motivation	NOUN
cana-3214	277	24	and	and	CCONJ
cana-3214	277	25	engagement	engagement	NOUN
cana-3214	277	26	in	in	ADP
cana-3214	277	27	remote	remote	ADJ
cana-3214	277	28	learning	learning	NOUN
cana-3214	277	29	.	.	PUNCT
cana-3214	278	1	this	this	PRON
cana-3214	278	2	aligns	align	VERB
cana-3214	278	3	with	with	ADP
cana-3214	278	4	theories	theory	NOUN
cana-3214	278	5	communications	communication	NOUN
cana-3214	278	6	on	on	ADP
cana-3214	278	7	applied	apply	VERB
cana-3214	278	8	nonlinear	nonlinear	ADJ
cana-3214	278	9	analysis	analysis	NOUN
cana-3214	278	10	issn	issn	NOUN
cana-3214	278	11	:	:	PUNCT
cana-3214	278	12	1074	1074	NUM
cana-3214	278	13	-	-	PUNCT
cana-3214	278	14	133x	133x	NUM
cana-3214	278	15	vol	vol	NOUN
cana-3214	278	16	32	32	NUM
cana-3214	278	17	no	no	NOUN
cana-3214	278	18	.	.	PUNCT
cana-3214	279	1	6s	6s	NUM
cana-3214	279	2	(	(	PUNCT
cana-3214	279	3	2025	2025	NUM
cana-3214	279	4	)	)	PUNCT
cana-3214	279	5	13	13	NUM
cana-3214	279	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	279	7	that	that	PRON
cana-3214	279	8	ai	ai	VERB
cana-3214	279	9	can	can	AUX
cana-3214	279	10	create	create	VERB
cana-3214	279	11	more	more	ADV
cana-3214	279	12	interactive	interactive	ADJ
cana-3214	279	13	learning	learning	NOUN
cana-3214	279	14	experiences	experience	NOUN
cana-3214	279	15	.	.	PUNCT
cana-3214	280	1	however	however	ADV
cana-3214	280	2	,	,	PUNCT
cana-3214	280	3	more	more	ADJ
cana-3214	280	4	research	research	NOUN
cana-3214	280	5	is	be	AUX
cana-3214	280	6	needed	need	VERB
cana-3214	280	7	to	to	PART
cana-3214	280	8	understand	understand	VERB
cana-3214	280	9	how	how	SCONJ
cana-3214	280	10	to	to	PART
cana-3214	280	11	sustain	sustain	VERB
cana-3214	280	12	long	long	ADJ
cana-3214	280	13	-	-	PUNCT
cana-3214	280	14	term	term	NOUN
cana-3214	280	15	motivation	motivation	NOUN
cana-3214	280	16	and	and	CCONJ
cana-3214	280	17	engagement	engagement	NOUN
cana-3214	280	18	.	.	PUNCT
cana-3214	281	1	•	•	NUM
cana-3214	281	2	practical	practical	ADJ
cana-3214	281	3	implications	implication	NOUN
cana-3214	281	4	strategic	strategic	ADJ
cana-3214	281	5	implementation	implementation	NOUN
cana-3214	281	6	:	:	PUNCT
cana-3214	281	7	heis	heis	PROPN
cana-3214	281	8	should	should	AUX
cana-3214	281	9	strategically	strategically	ADV
cana-3214	281	10	implement	implement	VERB
cana-3214	281	11	ai	ai	VERB
cana-3214	281	12	-	-	PUNCT
cana-3214	281	13	based	base	VERB
cana-3214	281	14	km	km	NOUN
cana-3214	281	15	tools	tool	NOUN
cana-3214	281	16	where	where	SCONJ
cana-3214	281	17	they	they	PRON
cana-3214	281	18	can	can	AUX
cana-3214	281	19	have	have	VERB
cana-3214	281	20	the	the	DET
cana-3214	281	21	most	most	ADJ
cana-3214	281	22	impact	impact	NOUN
cana-3214	281	23	,	,	PUNCT
cana-3214	281	24	such	such	ADJ
cana-3214	281	25	as	as	ADP
cana-3214	281	26	in	in	ADP
cana-3214	281	27	administrative	administrative	ADJ
cana-3214	281	28	efficiency	efficiency	NOUN
cana-3214	281	29	and	and	CCONJ
cana-3214	281	30	crisis	crisis	NOUN
cana-3214	281	31	management	management	NOUN
cana-3214	281	32	.	.	PUNCT
cana-3214	282	1	this	this	PRON
cana-3214	282	2	requires	require	VERB
cana-3214	282	3	clear	clear	ADJ
cana-3214	282	4	vision	vision	NOUN
cana-3214	282	5	,	,	PUNCT
cana-3214	282	6	strong	strong	ADJ
cana-3214	282	7	leadership	leadership	NOUN
cana-3214	282	8	,	,	PUNCT
cana-3214	282	9	and	and	CCONJ
cana-3214	282	10	a	a	DET
cana-3214	282	11	phased	phase	VERB
cana-3214	282	12	approach	approach	NOUN
cana-3214	282	13	with	with	ADP
cana-3214	282	14	pilot	pilot	NOUN
cana-3214	282	15	testing	testing	NOUN
cana-3214	282	16	and	and	CCONJ
cana-3214	282	17	feedback	feedback	NOUN
cana-3214	282	18	loops	loop	NOUN
cana-3214	282	19	.	.	PUNCT
cana-3214	283	1	tailored	tailor	VERB
cana-3214	283	2	support	support	NOUN
cana-3214	283	3	for	for	ADP
cana-3214	283	4	educators	educator	NOUN
cana-3214	283	5	:	:	PUNCT
cana-3214	283	6	given	give	VERB
cana-3214	283	7	the	the	DET
cana-3214	283	8	mixed	mixed	ADJ
cana-3214	283	9	results	result	NOUN
cana-3214	283	10	on	on	ADP
cana-3214	283	11	teaching	teaching	NOUN
cana-3214	283	12	and	and	CCONJ
cana-3214	283	13	learning	learn	VERB
cana-3214	283	14	quality	quality	NOUN
cana-3214	283	15	,	,	PUNCT
cana-3214	283	16	educators	educator	NOUN
cana-3214	283	17	need	need	VERB
cana-3214	283	18	tailored	tailored	ADJ
cana-3214	283	19	support	support	NOUN
cana-3214	283	20	to	to	PART
cana-3214	283	21	integrate	integrate	VERB
cana-3214	283	22	ai	ai	NOUN
cana-3214	283	23	tools	tool	NOUN
cana-3214	283	24	into	into	ADP
cana-3214	283	25	their	their	PRON
cana-3214	283	26	teaching	teaching	NOUN
cana-3214	283	27	.	.	PUNCT
cana-3214	284	1	professional	professional	ADJ
cana-3214	284	2	development	development	NOUN
cana-3214	284	3	programs	program	NOUN
cana-3214	284	4	should	should	AUX
cana-3214	284	5	help	help	VERB
cana-3214	284	6	educators	educator	NOUN
cana-3214	284	7	understand	understand	VERB
cana-3214	284	8	ai	ai	VERB
cana-3214	284	9	tools	tool	NOUN
cana-3214	284	10	'	'	PART
cana-3214	284	11	benefits	benefit	NOUN
cana-3214	284	12	and	and	CCONJ
cana-3214	284	13	address	address	VERB
cana-3214	284	14	challenges	challenge	NOUN
cana-3214	284	15	.	.	PUNCT
cana-3214	285	1	infrastructure	infrastructure	NOUN
cana-3214	285	2	and	and	CCONJ
cana-3214	285	3	resource	resource	NOUN
cana-3214	285	4	allocation	allocation	NOUN
cana-3214	285	5	:	:	PUNCT
cana-3214	285	6	limited	limited	ADJ
cana-3214	285	7	use	use	NOUN
cana-3214	285	8	of	of	ADP
cana-3214	285	9	km	km	NOUN
cana-3214	285	10	tools	tool	NOUN
cana-3214	285	11	among	among	ADP
cana-3214	285	12	management	management	NOUN
cana-3214	285	13	shows	show	VERB
cana-3214	285	14	the	the	DET
cana-3214	285	15	need	need	NOUN
cana-3214	285	16	for	for	ADP
cana-3214	285	17	proper	proper	ADJ
cana-3214	285	18	infrastructure	infrastructure	NOUN
cana-3214	285	19	and	and	CCONJ
cana-3214	285	20	resources	resource	NOUN
cana-3214	285	21	.	.	PUNCT
cana-3214	286	1	policymakers	policymaker	NOUN
cana-3214	286	2	and	and	CCONJ
cana-3214	286	3	administrators	administrator	NOUN
cana-3214	286	4	should	should	AUX
cana-3214	286	5	ensure	ensure	VERB
cana-3214	286	6	heis	heis	PROPN
cana-3214	286	7	have	have	VERB
cana-3214	286	8	the	the	DET
cana-3214	286	9	necessary	necessary	ADJ
cana-3214	286	10	technology	technology	NOUN
cana-3214	286	11	,	,	PUNCT
cana-3214	286	12	financial	financial	ADJ
cana-3214	286	13	resources	resource	NOUN
cana-3214	286	14	,	,	PUNCT
cana-3214	286	15	and	and	CCONJ
cana-3214	286	16	support	support	NOUN
cana-3214	286	17	staff	staff	NOUN
cana-3214	286	18	for	for	ADP
cana-3214	286	19	ai	ai	PROPN
cana-3214	286	20	tool	tool	NOUN
cana-3214	286	21	implementation	implementation	NOUN
cana-3214	286	22	.	.	PUNCT
cana-3214	287	1	addressing	address	VERB
cana-3214	287	2	ethical	ethical	ADJ
cana-3214	287	3	considerations	consideration	NOUN
cana-3214	287	4	:	:	PUNCT
cana-3214	287	5	ethical	ethical	ADJ
cana-3214	287	6	issues	issue	NOUN
cana-3214	287	7	like	like	ADP
cana-3214	287	8	data	datum	NOUN
cana-3214	287	9	privacy	privacy	NOUN
cana-3214	287	10	,	,	PUNCT
cana-3214	287	11	security	security	NOUN
cana-3214	287	12	,	,	PUNCT
cana-3214	287	13	and	and	CCONJ
cana-3214	287	14	transparency	transparency	NOUN
cana-3214	287	15	in	in	ADP
cana-3214	287	16	ai	ai	ADJ
cana-3214	287	17	decision	decision	NOUN
cana-3214	287	18	-	-	PUNCT
cana-3214	287	19	making	making	NOUN
cana-3214	287	20	must	must	AUX
cana-3214	287	21	be	be	AUX
cana-3214	287	22	addressed	address	VERB
cana-3214	287	23	.	.	PUNCT
cana-3214	288	1	educational	educational	ADJ
cana-3214	288	2	leaders	leader	NOUN
cana-3214	288	3	should	should	AUX
cana-3214	288	4	develop	develop	VERB
cana-3214	288	5	ethical	ethical	ADJ
cana-3214	288	6	guidelines	guideline	NOUN
cana-3214	288	7	and	and	CCONJ
cana-3214	288	8	practices	practice	NOUN
cana-3214	288	9	to	to	PART
cana-3214	288	10	protect	protect	VERB
cana-3214	288	11	students	student	NOUN
cana-3214	288	12	,	,	PUNCT
cana-3214	288	13	educators	educator	NOUN
cana-3214	288	14	,	,	PUNCT
cana-3214	288	15	and	and	CCONJ
cana-3214	288	16	institutions	institution	NOUN
cana-3214	288	17	.	.	PUNCT
cana-3214	289	1	continuous	continuous	ADJ
cana-3214	289	2	evaluation	evaluation	NOUN
cana-3214	289	3	and	and	CCONJ
cana-3214	289	4	adaptation	adaptation	NOUN
cana-3214	289	5	:	:	PUNCT
cana-3214	289	6	heis	heis	PROPN
cana-3214	289	7	should	should	AUX
cana-3214	289	8	regularly	regularly	ADV
cana-3214	289	9	assess	assess	VERB
cana-3214	289	10	the	the	DET
cana-3214	289	11	impact	impact	NOUN
cana-3214	289	12	of	of	ADP
cana-3214	289	13	ai	ai	ADJ
cana-3214	289	14	tools	tool	NOUN
cana-3214	289	15	on	on	ADP
cana-3214	289	16	educational	educational	ADJ
cana-3214	289	17	processes	process	NOUN
cana-3214	289	18	and	and	CCONJ
cana-3214	289	19	outcomes	outcome	NOUN
cana-3214	289	20	.	.	PUNCT
cana-3214	290	1	this	this	PRON
cana-3214	290	2	includes	include	VERB
cana-3214	290	3	collecting	collect	VERB
cana-3214	290	4	feedback	feedback	NOUN
cana-3214	290	5	,	,	PUNCT
cana-3214	290	6	analyzing	analyze	VERB
cana-3214	290	7	data	datum	NOUN
cana-3214	290	8	,	,	PUNCT
cana-3214	290	9	and	and	CCONJ
cana-3214	290	10	making	make	VERB
cana-3214	290	11	necessary	necessary	ADJ
cana-3214	290	12	adjustments	adjustment	NOUN
cana-3214	290	13	.	.	PUNCT
cana-3214	291	1	continuous	continuous	ADJ
cana-3214	291	2	improvement	improvement	NOUN
cana-3214	291	3	ensures	ensure	VERB
cana-3214	291	4	ai	ai	VERB
cana-3214	291	5	tools	tool	NOUN
cana-3214	291	6	meet	meet	VERB
cana-3214	291	7	changing	change	VERB
cana-3214	291	8	educational	educational	ADJ
cana-3214	291	9	needs	need	NOUN
cana-3214	291	10	.	.	PUNCT
cana-3214	292	1	limitations	limitation	NOUN
cana-3214	292	2	:	:	PUNCT
cana-3214	292	3	the	the	DET
cana-3214	292	4	study	study	NOUN
cana-3214	292	5	has	have	VERB
cana-3214	292	6	some	some	DET
cana-3214	292	7	limitations	limitation	NOUN
cana-3214	292	8	.	.	PUNCT
cana-3214	293	1	the	the	DET
cana-3214	293	2	observational	observational	ADJ
cana-3214	293	3	survey	survey	NOUN
cana-3214	293	4	design	design	NOUN
cana-3214	293	5	limits	limit	VERB
cana-3214	293	6	the	the	DET
cana-3214	293	7	ability	ability	NOUN
cana-3214	293	8	to	to	PART
cana-3214	293	9	draw	draw	VERB
cana-3214	293	10	causal	causal	ADJ
cana-3214	293	11	conclusions	conclusion	NOUN
cana-3214	293	12	.	.	PUNCT
cana-3214	294	1	the	the	DET
cana-3214	294	2	diverse	diverse	ADJ
cana-3214	294	3	sample	sample	NOUN
cana-3214	294	4	,	,	PUNCT
cana-3214	294	5	while	while	SCONJ
cana-3214	294	6	good	good	ADJ
cana-3214	294	7	for	for	ADP
cana-3214	294	8	generalizability	generalizability	NOUN
cana-3214	294	9	,	,	PUNCT
cana-3214	294	10	introduces	introduce	VERB
cana-3214	294	11	variability	variability	NOUN
cana-3214	294	12	that	that	PRON
cana-3214	294	13	affects	affect	VERB
cana-3214	294	14	result	result	NOUN
cana-3214	294	15	interpretation	interpretation	NOUN
cana-3214	294	16	.	.	PUNCT
cana-3214	295	1	the	the	DET
cana-3214	295	2	study	study	NOUN
cana-3214	295	3	relies	rely	VERB
cana-3214	295	4	on	on	ADP
cana-3214	295	5	self	self	NOUN
cana-3214	295	6	-	-	PUNCT
cana-3214	295	7	reported	report	VERB
cana-3214	295	8	data	datum	NOUN
cana-3214	295	9	,	,	PUNCT
cana-3214	295	10	which	which	PRON
cana-3214	295	11	may	may	AUX
cana-3214	295	12	have	have	VERB
cana-3214	295	13	biases	bias	NOUN
cana-3214	295	14	.	.	PUNCT
cana-3214	296	1	future	future	ADJ
cana-3214	296	2	research	research	NOUN
cana-3214	296	3	should	should	AUX
cana-3214	296	4	use	use	VERB
cana-3214	296	5	longitudinal	longitudinal	ADJ
cana-3214	296	6	designs	design	NOUN
cana-3214	296	7	to	to	PART
cana-3214	296	8	understand	understand	VERB
cana-3214	296	9	ai	ai	VERB
cana-3214	296	10	tools	tool	NOUN
cana-3214	296	11	'	'	PART
cana-3214	296	12	long	long	ADJ
cana-3214	296	13	-	-	PUNCT
cana-3214	296	14	term	term	NOUN
cana-3214	296	15	impacts	impact	NOUN
cana-3214	296	16	and	and	CCONJ
cana-3214	296	17	explore	explore	VERB
cana-3214	296	18	conditions	condition	NOUN
cana-3214	296	19	that	that	PRON
cana-3214	296	20	maximize	maximize	VERB
cana-3214	296	21	their	their	PRON
cana-3214	296	22	effectiveness	effectiveness	NOUN
cana-3214	296	23	.	.	PUNCT
cana-3214	297	1	future	future	ADJ
cana-3214	297	2	research	research	NOUN
cana-3214	297	3	:	:	PUNCT
cana-3214	297	4	future	future	ADJ
cana-3214	297	5	research	research	NOUN
cana-3214	297	6	should	should	AUX
cana-3214	297	7	look	look	VERB
cana-3214	297	8	at	at	ADP
cana-3214	297	9	conditions	condition	NOUN
cana-3214	297	10	under	under	ADP
cana-3214	297	11	which	which	PRON
cana-3214	297	12	ai	ai	NOUN
cana-3214	297	13	-	-	PUNCT
cana-3214	297	14	based	base	VERB
cana-3214	297	15	km	km	NOUN
cana-3214	297	16	tools	tool	NOUN
cana-3214	297	17	are	be	AUX
cana-3214	297	18	most	most	ADV
cana-3214	297	19	effective	effective	ADJ
cana-3214	297	20	.	.	PUNCT
cana-3214	298	1	studies	study	NOUN
cana-3214	298	2	could	could	AUX
cana-3214	298	3	examine	examine	VERB
cana-3214	298	4	the	the	DET
cana-3214	298	5	impact	impact	NOUN
cana-3214	298	6	of	of	ADP
cana-3214	298	7	different	different	ADJ
cana-3214	298	8	ai	ai	NOUN
cana-3214	298	9	tools	tool	NOUN
cana-3214	298	10	on	on	ADP
cana-3214	298	11	student	student	NOUN
cana-3214	298	12	engagement	engagement	NOUN
cana-3214	298	13	,	,	PUNCT
cana-3214	298	14	academic	academic	ADJ
cana-3214	298	15	performance	performance	NOUN
cana-3214	298	16	,	,	PUNCT
cana-3214	298	17	and	and	CCONJ
cana-3214	298	18	educational	educational	ADJ
cana-3214	298	19	equity	equity	NOUN
cana-3214	298	20	.	.	PUNCT
cana-3214	299	1	qualitative	qualitative	ADJ
cana-3214	299	2	research	research	NOUN
cana-3214	299	3	could	could	AUX
cana-3214	299	4	give	give	VERB
cana-3214	299	5	deeper	deep	ADJ
cana-3214	299	6	insights	insight	NOUN
cana-3214	299	7	into	into	ADP
cana-3214	299	8	educators	educator	NOUN
cana-3214	299	9	'	'	PART
cana-3214	299	10	and	and	CCONJ
cana-3214	299	11	students	student	NOUN
cana-3214	299	12	'	'	PART
cana-3214	299	13	experiences	experience	NOUN
cana-3214	299	14	with	with	ADP
cana-3214	299	15	ai	ai	PROPN
cana-3214	299	16	tools	tool	NOUN
cana-3214	299	17	,	,	PUNCT
cana-3214	299	18	revealing	reveal	VERB
cana-3214	299	19	barriers	barrier	NOUN
cana-3214	299	20	and	and	CCONJ
cana-3214	299	21	facilitators	facilitator	NOUN
cana-3214	299	22	to	to	ADP
cana-3214	299	23	effective	effective	ADJ
cana-3214	299	24	integration	integration	NOUN
cana-3214	299	25	.	.	PUNCT
cana-3214	300	1	research	research	NOUN
cana-3214	300	2	should	should	AUX
cana-3214	300	3	also	also	ADV
cana-3214	300	4	develop	develop	VERB
cana-3214	300	5	and	and	CCONJ
cana-3214	300	6	test	test	VERB
cana-3214	300	7	theoretical	theoretical	ADJ
cana-3214	300	8	models	model	NOUN
cana-3214	300	9	that	that	PRON
cana-3214	300	10	explain	explain	VERB
cana-3214	300	11	the	the	DET
cana-3214	300	12	variability	variability	NOUN
cana-3214	300	13	in	in	ADP
cana-3214	300	14	outcomes	outcome	NOUN
cana-3214	300	15	across	across	ADP
cana-3214	300	16	different	different	ADJ
cana-3214	300	17	educational	educational	ADJ
cana-3214	300	18	contexts	contexts	NOUN
cana-3214	300	19	.	.	PUNCT
cana-3214	301	1	this	this	DET
cana-3214	301	2	study	study	NOUN
cana-3214	301	3	adds	add	VERB
cana-3214	301	4	to	to	ADP
cana-3214	301	5	the	the	DET
cana-3214	301	6	discussion	discussion	NOUN
cana-3214	301	7	on	on	ADP
cana-3214	301	8	ai	ai	NOUN
cana-3214	301	9	in	in	ADP
cana-3214	301	10	education	education	NOUN
cana-3214	301	11	by	by	ADP
cana-3214	301	12	showing	show	VERB
cana-3214	301	13	both	both	CCONJ
cana-3214	301	14	the	the	DET
cana-3214	301	15	benefits	benefit	NOUN
cana-3214	301	16	and	and	CCONJ
cana-3214	301	17	challenges	challenge	NOUN
cana-3214	301	18	of	of	ADP
cana-3214	301	19	ai	ai	ADV
cana-3214	301	20	-	-	PUNCT
cana-3214	301	21	based	base	VERB
cana-3214	301	22	km	km	NOUN
cana-3214	301	23	tools	tool	NOUN
cana-3214	301	24	.	.	PUNCT
cana-3214	302	1	the	the	DET
cana-3214	302	2	findings	finding	NOUN
cana-3214	302	3	provide	provide	VERB
cana-3214	302	4	a	a	DET
cana-3214	302	5	balanced	balanced	ADJ
cana-3214	302	6	view	view	NOUN
cana-3214	302	7	to	to	PART
cana-3214	302	8	guide	guide	VERB
cana-3214	302	9	future	future	ADJ
cana-3214	302	10	research	research	NOUN
cana-3214	302	11	and	and	CCONJ
cana-3214	302	12	practice	practice	NOUN
cana-3214	302	13	in	in	ADP
cana-3214	302	14	educational	educational	ADJ
cana-3214	302	15	technology	technology	NOUN
cana-3214	302	16	.	.	PUNCT
cana-3214	303	1	as	as	SCONJ
cana-3214	303	2	ai	ai	VERB
cana-3214	303	3	evolves	evolve	NOUN
cana-3214	304	1	,	,	PUNCT
cana-3214	304	2	our	our	PRON
cana-3214	304	3	strategies	strategy	NOUN
cana-3214	304	4	for	for	ADP
cana-3214	304	5	using	use	VERB
cana-3214	304	6	these	these	DET
cana-3214	304	7	technologies	technology	NOUN
cana-3214	304	8	to	to	PART
cana-3214	304	9	improve	improve	VERB
cana-3214	304	10	educational	educational	ADJ
cana-3214	304	11	outcomes	outcome	NOUN
cana-3214	304	12	and	and	CCONJ
cana-3214	304	13	institutional	institutional	ADJ
cana-3214	304	14	resilience	resilience	NOUN
cana-3214	304	15	should	should	AUX
cana-3214	304	16	also	also	ADV
cana-3214	304	17	evolve	evolve	VERB
cana-3214	304	18	.	.	PUNCT
cana-3214	305	1	6	6	NUM
cana-3214	305	2	conclusion	conclusion	NOUN
cana-3214	305	3	this	this	DET
cana-3214	305	4	study	study	NOUN
cana-3214	305	5	aimed	aim	VERB
cana-3214	305	6	to	to	PART
cana-3214	305	7	see	see	VERB
cana-3214	305	8	how	how	SCONJ
cana-3214	305	9	ai	ai	AUX
cana-3214	305	10	-	-	PUNCT
cana-3214	305	11	based	base	VERB
cana-3214	305	12	knowledge	knowledge	NOUN
cana-3214	305	13	management	management	NOUN
cana-3214	305	14	(	(	PUNCT
cana-3214	305	15	km	km	NOUN
cana-3214	305	16	)	)	PUNCT
cana-3214	305	17	tools	tool	NOUN
cana-3214	305	18	affect	affect	VERB
cana-3214	305	19	higher	high	ADJ
cana-3214	305	20	education	education	NOUN
cana-3214	305	21	institutions	institution	NOUN
cana-3214	305	22	(	(	PUNCT
cana-3214	305	23	heis	heis	PROPN
cana-3214	305	24	)	)	PUNCT
cana-3214	305	25	.	.	PUNCT
cana-3214	306	1	we	we	PRON
cana-3214	306	2	looked	look	VERB
cana-3214	306	3	at	at	ADP
cana-3214	306	4	how	how	SCONJ
cana-3214	306	5	these	these	DET
cana-3214	306	6	tools	tool	NOUN
cana-3214	306	7	influence	influence	NOUN
cana-3214	306	8	km	km	NOUN
cana-3214	306	9	processes	process	NOUN
cana-3214	306	10	,	,	PUNCT
cana-3214	306	11	adaptability	adaptability	NOUN
cana-3214	306	12	to	to	ADP
cana-3214	306	13	global	global	ADJ
cana-3214	306	14	disruptions	disruption	NOUN
cana-3214	306	15	,	,	PUNCT
cana-3214	306	16	remote	remote	ADJ
cana-3214	306	17	learning	learning	NOUN
cana-3214	306	18	,	,	PUNCT
cana-3214	306	19	and	and	CCONJ
cana-3214	306	20	student	student	NOUN
cana-3214	306	21	motivation	motivation	NOUN
cana-3214	306	22	.	.	PUNCT
cana-3214	307	1	key	key	ADJ
cana-3214	307	2	findings	finding	NOUN
cana-3214	307	3	show	show	VERB
cana-3214	307	4	that	that	SCONJ
cana-3214	307	5	these	these	DET
cana-3214	307	6	tools	tool	NOUN
cana-3214	307	7	greatly	greatly	ADV
cana-3214	307	8	improve	improve	VERB
cana-3214	307	9	km	km	NOUN
cana-3214	307	10	processes	process	NOUN
cana-3214	307	11	and	and	CCONJ
cana-3214	307	12	help	help	VERB
cana-3214	307	13	institutions	institution	NOUN
cana-3214	307	14	adapt	adapt	VERB
cana-3214	307	15	,	,	PUNCT
cana-3214	307	16	especially	especially	ADV
cana-3214	307	17	during	during	ADP
cana-3214	307	18	global	global	ADJ
cana-3214	307	19	challenges	challenge	NOUN
cana-3214	307	20	like	like	ADP
cana-3214	307	21	covidcommunications	covidcommunication	NOUN
cana-3214	307	22	on	on	ADP
cana-3214	307	23	applied	apply	VERB
cana-3214	307	24	nonlinear	nonlinear	ADJ
cana-3214	307	25	analysis	analysis	NOUN
cana-3214	307	26	issn	issn	NOUN
cana-3214	307	27	:	:	PUNCT
cana-3214	307	28	1074	1074	NUM
cana-3214	307	29	-	-	PUNCT
cana-3214	307	30	133x	133x	NUM
cana-3214	307	31	vol	vol	NOUN
cana-3214	307	32	32	32	NUM
cana-3214	307	33	no	no	NOUN
cana-3214	307	34	.	.	PUNCT
cana-3214	308	1	6s	6s	NUM
cana-3214	308	2	(	(	PUNCT
cana-3214	308	3	2025	2025	NUM
cana-3214	308	4	)	)	PUNCT
cana-3214	308	5	14	14	NUM
cana-3214	308	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	308	7	19	19	NUM
cana-3214	308	8	.	.	PUNCT
cana-3214	309	1	however	however	ADV
cana-3214	309	2	,	,	PUNCT
cana-3214	309	3	the	the	DET
cana-3214	309	4	results	result	NOUN
cana-3214	309	5	on	on	ADP
cana-3214	309	6	teaching	teach	VERB
cana-3214	309	7	and	and	CCONJ
cana-3214	309	8	learning	learn	VERB
cana-3214	309	9	quality	quality	NOUN
cana-3214	309	10	were	be	AUX
cana-3214	309	11	mixed	mix	VERB
cana-3214	309	12	,	,	PUNCT
cana-3214	309	13	showing	show	VERB
cana-3214	309	14	that	that	SCONJ
cana-3214	309	15	ai	ai	VERB
cana-3214	309	16	's	's	PART
cana-3214	309	17	role	role	NOUN
cana-3214	309	18	in	in	ADP
cana-3214	309	19	education	education	NOUN
cana-3214	309	20	is	be	AUX
cana-3214	309	21	complex	complex	ADJ
cana-3214	309	22	.	.	PUNCT
cana-3214	310	1	these	these	DET
cana-3214	310	2	findings	finding	NOUN
cana-3214	310	3	are	be	AUX
cana-3214	310	4	important	important	ADJ
cana-3214	310	5	because	because	SCONJ
cana-3214	310	6	they	they	PRON
cana-3214	310	7	add	add	VERB
cana-3214	310	8	to	to	ADP
cana-3214	310	9	our	our	PRON
cana-3214	310	10	understanding	understanding	NOUN
cana-3214	310	11	of	of	ADP
cana-3214	310	12	ai	ai	NOUN
cana-3214	310	13	in	in	ADP
cana-3214	310	14	education	education	NOUN
cana-3214	310	15	.	.	PUNCT
cana-3214	311	1	the	the	DET
cana-3214	311	2	study	study	NOUN
cana-3214	311	3	shows	show	VERB
cana-3214	311	4	that	that	SCONJ
cana-3214	311	5	ai	ai	NOUN
cana-3214	311	6	-	-	PUNCT
cana-3214	311	7	based	base	VERB
cana-3214	311	8	km	km	NOUN
cana-3214	311	9	tools	tool	NOUN
cana-3214	311	10	can	can	AUX
cana-3214	311	11	make	make	VERB
cana-3214	311	12	administration	administration	NOUN
cana-3214	311	13	more	more	ADV
cana-3214	311	14	efficient	efficient	ADJ
cana-3214	311	15	and	and	CCONJ
cana-3214	311	16	support	support	VERB
cana-3214	311	17	remote	remote	ADJ
cana-3214	311	18	learning	learning	NOUN
cana-3214	311	19	,	,	PUNCT
cana-3214	311	20	giving	give	VERB
cana-3214	311	21	useful	useful	ADJ
cana-3214	311	22	insights	insight	NOUN
cana-3214	311	23	for	for	ADP
cana-3214	311	24	policymakers	policymaker	NOUN
cana-3214	311	25	and	and	CCONJ
cana-3214	311	26	educational	educational	ADJ
cana-3214	311	27	leaders	leader	NOUN
cana-3214	311	28	.	.	PUNCT
cana-3214	312	1	these	these	DET
cana-3214	312	2	tools	tool	NOUN
cana-3214	312	3	can	can	AUX
cana-3214	312	4	help	help	VERB
cana-3214	312	5	institutions	institution	NOUN
cana-3214	312	6	be	be	AUX
cana-3214	312	7	more	more	ADV
cana-3214	312	8	resilient	resilient	ADJ
cana-3214	312	9	and	and	CCONJ
cana-3214	312	10	keep	keep	VERB
cana-3214	312	11	students	student	NOUN
cana-3214	312	12	engaged	engage	VERB
cana-3214	312	13	,	,	PUNCT
cana-3214	312	14	though	though	SCONJ
cana-3214	312	15	their	their	PRON
cana-3214	312	16	impact	impact	NOUN
cana-3214	312	17	on	on	ADP
cana-3214	312	18	teaching	teach	VERB
cana-3214	312	19	quality	quality	NOUN
cana-3214	312	20	depends	depend	VERB
cana-3214	312	21	on	on	ADP
cana-3214	312	22	how	how	SCONJ
cana-3214	312	23	they	they	PRON
cana-3214	312	24	are	be	AUX
cana-3214	312	25	used	use	VERB
cana-3214	312	26	and	and	CCONJ
cana-3214	312	27	the	the	DET
cana-3214	312	28	specific	specific	ADJ
cana-3214	312	29	context	context	NOUN
cana-3214	312	30	.	.	PUNCT
cana-3214	313	1	we	we	PRON
cana-3214	313	2	must	must	AUX
cana-3214	313	3	note	note	VERB
cana-3214	313	4	the	the	DET
cana-3214	313	5	study	study	NOUN
cana-3214	313	6	's	's	PART
cana-3214	313	7	limitations	limitation	NOUN
cana-3214	313	8	.	.	PUNCT
cana-3214	314	1	it	it	PRON
cana-3214	314	2	was	be	AUX
cana-3214	314	3	based	base	VERB
cana-3214	314	4	on	on	ADP
cana-3214	314	5	an	an	DET
cana-3214	314	6	observational	observational	ADJ
cana-3214	314	7	survey	survey	NOUN
cana-3214	314	8	,	,	PUNCT
cana-3214	314	9	which	which	PRON
cana-3214	314	10	means	mean	VERB
cana-3214	314	11	we	we	PRON
cana-3214	314	12	ca	can	AUX
cana-3214	314	13	n't	not	PART
cana-3214	314	14	make	make	VERB
cana-3214	314	15	strong	strong	ADJ
cana-3214	314	16	causal	causal	ADJ
cana-3214	314	17	claims	claim	NOUN
cana-3214	314	18	.	.	PUNCT
cana-3214	315	1	the	the	DET
cana-3214	315	2	diverse	diverse	ADJ
cana-3214	315	3	sample	sample	NOUN
cana-3214	315	4	helps	help	VERB
cana-3214	315	5	generalize	generalize	VERB
cana-3214	315	6	the	the	DET
cana-3214	315	7	results	result	NOUN
cana-3214	315	8	but	but	CCONJ
cana-3214	315	9	also	also	ADV
cana-3214	315	10	brings	bring	VERB
cana-3214	315	11	variability	variability	NOUN
cana-3214	315	12	that	that	PRON
cana-3214	315	13	can	can	AUX
cana-3214	315	14	affect	affect	VERB
cana-3214	315	15	the	the	DET
cana-3214	315	16	findings	finding	NOUN
cana-3214	315	17	.	.	PUNCT
cana-3214	316	1	future	future	ADJ
cana-3214	316	2	research	research	NOUN
cana-3214	316	3	should	should	AUX
cana-3214	316	4	use	use	VERB
cana-3214	316	5	long	long	ADJ
cana-3214	316	6	-	-	PUNCT
cana-3214	316	7	term	term	NOUN
cana-3214	316	8	studies	study	NOUN
cana-3214	316	9	to	to	PART
cana-3214	316	10	see	see	VERB
cana-3214	316	11	the	the	DET
cana-3214	316	12	effects	effect	NOUN
cana-3214	316	13	of	of	ADP
cana-3214	316	14	ai	ai	ADJ
cana-3214	316	15	tools	tool	NOUN
cana-3214	316	16	over	over	ADP
cana-3214	316	17	time	time	NOUN
cana-3214	316	18	and	and	CCONJ
cana-3214	316	19	explore	explore	VERB
cana-3214	316	20	specific	specific	ADJ
cana-3214	316	21	conditions	condition	NOUN
cana-3214	316	22	that	that	PRON
cana-3214	316	23	make	make	VERB
cana-3214	316	24	them	they	PRON
cana-3214	316	25	most	most	ADV
cana-3214	316	26	effective	effective	ADJ
cana-3214	316	27	.	.	PUNCT
cana-3214	317	1	qualitative	qualitative	ADJ
cana-3214	317	2	studies	study	NOUN
cana-3214	317	3	can	can	AUX
cana-3214	317	4	also	also	ADV
cana-3214	317	5	give	give	VERB
cana-3214	317	6	deeper	deep	ADJ
cana-3214	317	7	insights	insight	NOUN
cana-3214	317	8	into	into	ADP
cana-3214	317	9	how	how	SCONJ
cana-3214	317	10	educators	educator	NOUN
cana-3214	317	11	and	and	CCONJ
cana-3214	317	12	students	student	NOUN
cana-3214	317	13	experience	experience	VERB
cana-3214	317	14	these	these	DET
cana-3214	317	15	tools	tool	NOUN
cana-3214	317	16	.	.	PUNCT
cana-3214	318	1	in	in	ADP
cana-3214	318	2	conclusion	conclusion	NOUN
cana-3214	318	3	,	,	PUNCT
cana-3214	318	4	this	this	DET
cana-3214	318	5	research	research	NOUN
cana-3214	318	6	adds	add	VERB
cana-3214	318	7	to	to	ADP
cana-3214	318	8	the	the	DET
cana-3214	318	9	conversation	conversation	NOUN
cana-3214	318	10	on	on	ADP
cana-3214	318	11	ai	ai	NOUN
cana-3214	318	12	in	in	ADP
cana-3214	318	13	education	education	NOUN
cana-3214	318	14	by	by	ADP
cana-3214	318	15	showing	show	VERB
cana-3214	318	16	both	both	CCONJ
cana-3214	318	17	the	the	DET
cana-3214	318	18	benefits	benefit	NOUN
cana-3214	318	19	and	and	CCONJ
cana-3214	318	20	challenges	challenge	NOUN
cana-3214	318	21	of	of	ADP
cana-3214	318	22	ai	ai	ADV
cana-3214	318	23	-	-	PUNCT
cana-3214	318	24	based	base	VERB
cana-3214	318	25	km	km	NOUN
cana-3214	318	26	tools	tool	NOUN
cana-3214	318	27	.	.	PUNCT
cana-3214	319	1	the	the	DET
cana-3214	319	2	findings	finding	NOUN
cana-3214	319	3	highlight	highlight	VERB
cana-3214	319	4	the	the	DET
cana-3214	319	5	need	need	NOUN
cana-3214	319	6	for	for	ADP
cana-3214	319	7	strategic	strategic	ADJ
cana-3214	319	8	implementation	implementation	NOUN
cana-3214	319	9	and	and	CCONJ
cana-3214	319	10	support	support	NOUN
cana-3214	319	11	to	to	PART
cana-3214	319	12	get	get	VERB
cana-3214	319	13	the	the	DET
cana-3214	319	14	most	most	ADJ
cana-3214	319	15	out	out	ADP
cana-3214	319	16	of	of	ADP
cana-3214	319	17	these	these	DET
cana-3214	319	18	technologies	technology	NOUN
cana-3214	319	19	.	.	PUNCT
cana-3214	320	1	as	as	SCONJ
cana-3214	320	2	ai	ai	VERB
cana-3214	320	3	evolves	evolve	NOUN
cana-3214	321	1	,	,	PUNCT
cana-3214	321	2	we	we	PRON
cana-3214	321	3	must	must	AUX
cana-3214	321	4	also	also	ADV
cana-3214	321	5	evolve	evolve	VERB
cana-3214	321	6	our	our	PRON
cana-3214	321	7	ways	way	NOUN
cana-3214	321	8	of	of	ADP
cana-3214	321	9	integrating	integrate	VERB
cana-3214	321	10	these	these	DET
cana-3214	321	11	tools	tool	NOUN
cana-3214	321	12	in	in	ADP
cana-3214	321	13	education	education	NOUN
cana-3214	321	14	to	to	PART
cana-3214	321	15	improve	improve	VERB
cana-3214	321	16	outcomes	outcome	NOUN
cana-3214	321	17	and	and	CCONJ
cana-3214	321	18	make	make	VERB
cana-3214	321	19	institutions	institution	NOUN
cana-3214	321	20	more	more	ADV
cana-3214	321	21	resilient	resilient	ADJ
cana-3214	321	22	.	.	PUNCT
cana-3214	322	1	references	reference	NOUN
cana-3214	322	2	[	[	X
cana-3214	322	3	1	1	NUM
cana-3214	322	4	]	]	X
cana-3214	322	5	gupta	gupta	PROPN
cana-3214	322	6	sanjai	sanjai	VERB
cana-3214	322	7	,	,	PUNCT
cana-3214	322	8	ravindra	ravindra	PROPN
cana-3214	322	9	r.	r.	PROPN
cana-3214	322	10	dharamshi	dharamshi	PROPN
cana-3214	322	11	,	,	PUNCT
cana-3214	322	12	and	and	CCONJ
cana-3214	322	13	vinodkumar	vinodkumar	PROPN
cana-3214	322	14	kakde	kakde	PROPN
cana-3214	322	15	.	.	PUNCT
cana-3214	323	1	"	"	PUNCT
cana-3214	323	2	an	an	DET
cana-3214	323	3	impactful	impactful	ADJ
cana-3214	323	4	and	and	CCONJ
cana-3214	323	5	revolutionized	revolutionize	VERB
cana-3214	323	6	educational	educational	ADJ
cana-3214	323	7	ecosystem	ecosystem	NOUN
cana-3214	323	8	using	use	VERB
cana-3214	323	9	generative	generative	NOUN
cana-3214	323	10	ai	ai	VERB
cana-3214	323	11	to	to	PART
cana-3214	323	12	assist	assist	VERB
cana-3214	323	13	and	and	CCONJ
cana-3214	323	14	assess	assess	VERB
cana-3214	323	15	the	the	DET
cana-3214	323	16	teaching	teaching	NOUN
cana-3214	323	17	and	and	CCONJ
cana-3214	323	18	learning	learn	VERB
cana-3214	323	19	benefits	benefit	NOUN
cana-3214	323	20	,	,	PUNCT
cana-3214	323	21	fostering	foster	VERB
cana-3214	323	22	the	the	DET
cana-3214	323	23	post	post	ADJ
cana-3214	323	24	-	-	ADJ
cana-3214	323	25	pandemic	pandemic	ADJ
cana-3214	323	26	requirements	requirement	NOUN
cana-3214	323	27	.	.	PUNCT
cana-3214	323	28	"	"	PUNCT
cana-3214	324	1	in	in	ADP
cana-3214	324	2	2024	2024	NUM
cana-3214	324	3	second	second	ADJ
cana-3214	324	4	international	international	ADJ
cana-3214	324	5	conference	conference	NOUN
cana-3214	324	6	on	on	ADP
cana-3214	324	7	emerging	emerge	VERB
cana-3214	324	8	trends	trend	NOUN
cana-3214	324	9	in	in	ADP
cana-3214	324	10	information	information	NOUN
cana-3214	324	11	technology	technology	NOUN
cana-3214	324	12	and	and	CCONJ
cana-3214	324	13	engineering	engineering	NOUN
cana-3214	324	14	(	(	PUNCT
cana-3214	324	15	icetite	icetite	NOUN
cana-3214	324	16	)	)	PUNCT
cana-3214	324	17	,	,	PUNCT
cana-3214	324	18	pp	pp	PROPN
cana-3214	324	19	.	.	PUNCT
cana-3214	325	1	1	1	NUM
cana-3214	325	2	-	-	SYM
cana-3214	325	3	4	4	NUM
cana-3214	325	4	.	.	PUNCT
cana-3214	325	5	ieee	ieee	NOUN
cana-3214	325	6	,	,	PUNCT
cana-3214	325	7	2024	2024	NUM
cana-3214	325	8	.	.	PUNCT
cana-3214	326	1	[	[	X
cana-3214	326	2	2	2	NUM
cana-3214	326	3	]	]	X
cana-3214	326	4	emanuel	emanuel	PROPN
cana-3214	326	5	amy	amy	PROPN
cana-3214	326	6	,	,	PUNCT
cana-3214	326	7	and	and	CCONJ
cana-3214	326	8	david	david	PROPN
cana-3214	326	9	h.	h.	PROPN
cana-3214	326	10	stone	stone	PROPN
cana-3214	326	11	.	.	PUNCT
cana-3214	327	1	"	"	PUNCT
cana-3214	327	2	exploring	explore	VERB
cana-3214	327	3	the	the	DET
cana-3214	327	4	profound	profound	ADJ
cana-3214	327	5	impact	impact	NOUN
cana-3214	327	6	of	of	ADP
cana-3214	327	7	ai	ai	VERB
cana-3214	327	8	on	on	ADP
cana-3214	327	9	higher	high	ADJ
cana-3214	327	10	education	education	NOUN
cana-3214	327	11	and	and	CCONJ
cana-3214	327	12	students	student	NOUN
cana-3214	327	13	:	:	PUNCT
cana-3214	327	14	shaping	shape	VERB
cana-3214	327	15	tomorrow	tomorrow	NOUN
cana-3214	327	16	's	's	PART
cana-3214	327	17	workforce	workforce	NOUN
cana-3214	327	18	.	.	PUNCT
cana-3214	327	19	"	"	PUNCT
cana-3214	328	1	in	in	ADP
cana-3214	328	2	academic	academic	ADJ
cana-3214	328	3	integrity	integrity	NOUN
cana-3214	328	4	in	in	ADP
cana-3214	328	5	the	the	DET
cana-3214	328	6	age	age	NOUN
cana-3214	328	7	of	of	ADP
cana-3214	328	8	artificial	artificial	ADJ
cana-3214	328	9	intelligence	intelligence	NOUN
cana-3214	328	10	,	,	PUNCT
cana-3214	328	11	pp	pp	ADJ
cana-3214	328	12	.	.	PUNCT
cana-3214	329	1	112	112	NUM
cana-3214	329	2	-	-	SYM
cana-3214	329	3	138	138	NUM
cana-3214	329	4	.	.	PUNCT
cana-3214	330	1	igi	igi	PROPN
cana-3214	330	2	global	global	PROPN
cana-3214	330	3	,	,	PUNCT
cana-3214	330	4	2024	2024	NUM
cana-3214	330	5	.	.	PUNCT
cana-3214	331	1	[	[	X
cana-3214	331	2	3	3	NUM
cana-3214	331	3	]	]	X
cana-3214	331	4	lainjo	lainjo	ADJ
cana-3214	331	5	bongs	bong	NOUN
cana-3214	331	6	,	,	PUNCT
cana-3214	331	7	and	and	CCONJ
cana-3214	331	8	hanan	hanan	PROPN
cana-3214	331	9	tsmouche	tsmouche	PROPN
cana-3214	331	10	.	.	PUNCT
cana-3214	332	1	"	"	PUNCT
cana-3214	332	2	the	the	DET
cana-3214	332	3	impact	impact	NOUN
cana-3214	332	4	of	of	ADP
cana-3214	332	5	artificial	artificial	ADJ
cana-3214	332	6	intelligence	intelligence	NOUN
cana-3214	332	7	on	on	ADP
cana-3214	332	8	higher	high	ADJ
cana-3214	332	9	learning	learning	NOUN
cana-3214	332	10	institutions	institution	NOUN
cana-3214	332	11	.	.	PUNCT
cana-3214	332	12	"	"	PUNCT
cana-3214	333	1	international	international	ADJ
cana-3214	333	2	journal	journal	NOUN
cana-3214	333	3	of	of	ADP
cana-3214	333	4	education	education	NOUN
cana-3214	333	5	,	,	PUNCT
cana-3214	333	6	teaching	teaching	NOUN
cana-3214	333	7	,	,	PUNCT
cana-3214	333	8	and	and	CCONJ
cana-3214	333	9	social	social	ADJ
cana-3214	333	10	sciences	science	NOUN
cana-3214	333	11	3	3	NUM
cana-3214	333	12	,	,	PUNCT
cana-3214	333	13	no	no	INTJ
cana-3214	333	14	.	.	NOUN
cana-3214	333	15	2	2	NUM
cana-3214	333	16	(	(	PUNCT
cana-3214	333	17	2023	2023	NUM
cana-3214	333	18	):	):	PUNCT
cana-3214	333	19	96	96	NUM
cana-3214	333	20	-	-	SYM
cana-3214	333	21	113	113	NUM
cana-3214	333	22	.	.	PUNCT
cana-3214	334	1	[	[	X
cana-3214	334	2	4	4	NUM
cana-3214	334	3	]	]	X
cana-3214	334	4	strohmier	strohmi	ADJ
cana-3214	334	5	hala	hala	PROPN
cana-3214	334	6	,	,	PUNCT
cana-3214	334	7	vincent	vincent	PROPN
cana-3214	334	8	langner	langner	PROPN
cana-3214	334	9	,	,	PUNCT
cana-3214	334	10	fardeen	fardeen	PROPN
cana-3214	334	11	mohamed	mohamed	PROPN
cana-3214	334	12	,	,	PUNCT
cana-3214	334	13	and	and	CCONJ
cana-3214	334	14	ethan	ethan	PROPN
cana-3214	334	15	wood	wood	PROPN
cana-3214	334	16	.	.	PUNCT
cana-3214	335	1	"	"	PUNCT
cana-3214	335	2	examination	examination	NOUN
cana-3214	335	3	of	of	ADP
cana-3214	335	4	artificial	artificial	ADJ
cana-3214	335	5	intelligence	intelligence	NOUN
cana-3214	335	6	integration	integration	NOUN
cana-3214	335	7	and	and	CCONJ
cana-3214	335	8	impact	impact	NOUN
cana-3214	335	9	on	on	ADP
cana-3214	335	10	higher	high	ADJ
cana-3214	335	11	education	education	NOUN
cana-3214	335	12	.	.	PUNCT
cana-3214	335	13	"	"	PUNCT
cana-3214	336	1	in	in	ADP
cana-3214	336	2	2024	2024	NUM
cana-3214	336	3	12th	12th	ADJ
cana-3214	336	4	international	international	ADJ
cana-3214	336	5	symposium	symposium	NOUN
cana-3214	336	6	on	on	ADP
cana-3214	336	7	digital	digital	ADJ
cana-3214	336	8	forensics	forensic	NOUN
cana-3214	336	9	and	and	CCONJ
cana-3214	336	10	security	security	NOUN
cana-3214	336	11	(	(	PUNCT
cana-3214	336	12	isdfs	isdfs	NOUN
cana-3214	336	13	)	)	PUNCT
cana-3214	336	14	,	,	PUNCT
cana-3214	336	15	pp	pp	ADJ
cana-3214	336	16	.	.	PUNCT
cana-3214	337	1	1	1	NUM
cana-3214	337	2	-	-	SYM
cana-3214	337	3	6	6	NUM
cana-3214	337	4	.	.	PUNCT
cana-3214	337	5	ieee	ieee	NOUN
cana-3214	337	6	,	,	PUNCT
cana-3214	337	7	2024	2024	NUM
cana-3214	337	8	.	.	PUNCT
cana-3214	338	1	[	[	X
cana-3214	338	2	5	5	NUM
cana-3214	338	3	]	]	X
cana-3214	338	4	cota	cota	PROPN
cana-3214	338	5	-	-	PROPN
cana-3214	338	6	rivera	rivera	PROPN
cana-3214	338	7	e.	e.	PROPN
cana-3214	338	8	ivette	ivette	PROPN
cana-3214	338	9	,	,	PUNCT
cana-3214	338	10	martha	martha	PROPN
cana-3214	338	11	elena	elena	PROPN
cana-3214	338	12	gonzález	gonzález	PROPN
cana-3214	338	13	correa	correa	PROPN
cana-3214	338	14	,	,	PUNCT
cana-3214	338	15	luis	luis	PROPN
cana-3214	338	16	antonio	antonio	PROPN
cana-3214	338	17	bernal	bernal	PROPN
cana-3214	338	18	marín	marín	PROPN
cana-3214	338	19	,	,	PUNCT
cana-3214	338	20	maría	maría	PROPN
cana-3214	338	21	ysabel	ysabel	PROPN
cana-3214	338	22	marquez	marquez	PROPN
cana-3214	338	23	montenegro	montenegro	PROPN
cana-3214	338	24	,	,	PUNCT
cana-3214	338	25	abelardo	abelardo	PROPN
cana-3214	338	26	mercado	mercado	PROPN
cana-3214	338	27	herrera	herrera	PROPN
cana-3214	338	28	,	,	PUNCT
cana-3214	338	29	and	and	CCONJ
cana-3214	338	30	martha	martha	PROPN
cana-3214	338	31	angelica	angelica	PROPN
cana-3214	338	32	angelica	angelica	PROPN
cana-3214	338	33	martinez	martinez	PROPN
cana-3214	338	34	martinez	martinez	PROPN
cana-3214	338	35	.	.	PUNCT
cana-3214	339	1	"	"	PUNCT
cana-3214	339	2	transforming	transform	VERB
cana-3214	339	3	education	education	NOUN
cana-3214	339	4	with	with	ADP
cana-3214	339	5	the	the	DET
cana-3214	339	6	power	power	NOUN
cana-3214	339	7	of	of	ADP
cana-3214	339	8	artificial	artificial	ADJ
cana-3214	339	9	intelligence	intelligence	NOUN
cana-3214	339	10	:	:	PUNCT
cana-3214	339	11	case	case	NOUN
cana-3214	339	12	studies	study	NOUN
cana-3214	339	13	.	.	PUNCT
cana-3214	339	14	"	"	PUNCT
cana-3214	340	1	in	in	ADP
cana-3214	340	2	enhancing	enhance	VERB
cana-3214	340	3	higher	high	ADJ
cana-3214	340	4	education	education	NOUN
cana-3214	340	5	and	and	CCONJ
cana-3214	340	6	research	research	NOUN
cana-3214	340	7	with	with	ADP
cana-3214	340	8	openai	openai	NOUN
cana-3214	340	9	models	model	NOUN
cana-3214	340	10	,	,	PUNCT
cana-3214	340	11	pp	pp	ADJ
cana-3214	340	12	.	.	PUNCT
cana-3214	341	1	113	113	NUM
cana-3214	341	2	-	-	SYM
cana-3214	341	3	140	140	NUM
cana-3214	341	4	.	.	PUNCT
cana-3214	342	1	igi	igi	PROPN
cana-3214	342	2	global	global	PROPN
cana-3214	342	3	,	,	PUNCT
cana-3214	342	4	2024	2024	NUM
cana-3214	342	5	.	.	PUNCT
cana-3214	343	1	[	[	X
cana-3214	343	2	6	6	NUM
cana-3214	343	3	]	]	PUNCT
cana-3214	343	4	zouhaier	zouhaier	X
cana-3214	343	5	slimi	slimi	PROPN
cana-3214	343	6	.	.	PUNCT
cana-3214	344	1	"	"	PUNCT
cana-3214	344	2	the	the	DET
cana-3214	344	3	impact	impact	NOUN
cana-3214	344	4	of	of	ADP
cana-3214	344	5	artificial	artificial	ADJ
cana-3214	344	6	intelligence	intelligence	NOUN
cana-3214	344	7	on	on	ADP
cana-3214	344	8	higher	high	ADJ
cana-3214	344	9	education	education	NOUN
cana-3214	344	10	:	:	PUNCT
cana-3214	344	11	an	an	DET
cana-3214	344	12	empirical	empirical	ADJ
cana-3214	344	13	study	study	NOUN
cana-3214	344	14	.	.	PUNCT
cana-3214	344	15	"	"	PUNCT
cana-3214	345	1	european	european	ADJ
cana-3214	345	2	journal	journal	PROPN
cana-3214	345	3	of	of	ADP
cana-3214	345	4	educational	educational	ADJ
cana-3214	345	5	sciences	science	NOUN
cana-3214	345	6	10	10	NUM
cana-3214	345	7	,	,	PUNCT
cana-3214	345	8	no	no	INTJ
cana-3214	345	9	.	.	NOUN
cana-3214	345	10	1	1	NUM
cana-3214	345	11	(	(	PUNCT
cana-3214	345	12	2023	2023	NUM
cana-3214	345	13	):	):	PUNCT
cana-3214	345	14	17	17	NUM
cana-3214	345	15	-	-	SYM
cana-3214	345	16	33	33	NUM
cana-3214	345	17	.	.	PUNCT
cana-3214	346	1	[	[	X
cana-3214	346	2	7	7	X
cana-3214	346	3	]	]	X
cana-3214	346	4	kumar	kumar	PROPN
cana-3214	346	5	s.	s.	PROPN
cana-3214	346	6	sathish	sathish	PROPN
cana-3214	346	7	,	,	PUNCT
cana-3214	346	8	d.	d.	PROPN
cana-3214	346	9	kesavan	kesavan	PROPN
cana-3214	346	10	,	,	PUNCT
cana-3214	346	11	n.	n.	PROPN
cana-3214	346	12	marianand	marianand	PROPN
cana-3214	346	13	,	,	PUNCT
cana-3214	346	14	and	and	CCONJ
cana-3214	346	15	x.	x.	PROPN
cana-3214	346	16	naveen	naveen	PROPN
cana-3214	346	17	raj	raj	PROPN
cana-3214	346	18	.	.	PUNCT
cana-3214	347	1	"	"	PUNCT
cana-3214	347	2	artificial	artificial	ADJ
cana-3214	347	3	intelligence	intelligence	NOUN
cana-3214	347	4	and	and	CCONJ
cana-3214	347	5	students	student	NOUN
cana-3214	347	6	learning	learn	VERB
cana-3214	347	7	:	:	PUNCT
cana-3214	347	8	a	a	DET
cana-3214	347	9	study	study	NOUN
cana-3214	347	10	on	on	ADP
cana-3214	347	11	outcome	outcome	NOUN
cana-3214	347	12	of	of	ADP
cana-3214	347	13	technological	technological	ADJ
cana-3214	347	14	usage	usage	NOUN
cana-3214	347	15	(	(	PUNCT
cana-3214	347	16	ai	ai	NOUN
cana-3214	347	17	)	)	PUNCT
cana-3214	347	18	in	in	ADP
cana-3214	347	19	higher	high	ADJ
cana-3214	347	20	education	education	NOUN
cana-3214	347	21	platform	platform	NOUN
cana-3214	347	22	.	.	PUNCT
cana-3214	347	23	"	"	PUNCT
cana-3214	348	1	in	in	ADP
cana-3214	348	2	2023	2023	NUM
cana-3214	348	3	9th	9th	ADJ
cana-3214	348	4	international	international	ADJ
cana-3214	348	5	conference	conference	NOUN
cana-3214	348	6	on	on	ADP
cana-3214	348	7	advanced	advanced	ADJ
cana-3214	348	8	computing	computing	NOUN
cana-3214	348	9	and	and	CCONJ
cana-3214	348	10	communication	communication	NOUN
cana-3214	348	11	systems	system	NOUN
cana-3214	348	12	(	(	PUNCT
cana-3214	348	13	icaccs	icaccs	NOUN
cana-3214	348	14	)	)	PUNCT
cana-3214	348	15	,	,	PUNCT
cana-3214	348	16	vol	vol	NOUN
cana-3214	348	17	.	.	PROPN
cana-3214	348	18	1	1	NUM
cana-3214	348	19	,	,	PUNCT
cana-3214	348	20	pp	pp	ADJ
cana-3214	348	21	.	.	PUNCT
cana-3214	348	22	2077	2077	NUM
cana-3214	348	23	-	-	SYM
cana-3214	348	24	2083	2083	NUM
cana-3214	348	25	.	.	PUNCT
cana-3214	348	26	ieee	ieee	NOUN
cana-3214	348	27	,	,	PUNCT
cana-3214	348	28	2023	2023	NUM
cana-3214	348	29	.	.	PUNCT
cana-3214	349	1	[	[	X
cana-3214	349	2	8	8	X
cana-3214	349	3	]	]	X
cana-3214	349	4	singh	singh	PROPN
cana-3214	349	5	satya	satya	PROPN
cana-3214	349	6	vir	vir	X
cana-3214	349	7	,	,	PUNCT
cana-3214	349	8	and	and	CCONJ
cana-3214	349	9	kamal	kamal	PROPN
cana-3214	349	10	kant	kant	PROPN
cana-3214	349	11	hiran	hiran	PROPN
cana-3214	349	12	.	.	PUNCT
cana-3214	350	1	"	"	PUNCT
cana-3214	350	2	the	the	DET
cana-3214	350	3	impact	impact	NOUN
cana-3214	350	4	of	of	ADP
cana-3214	350	5	ai	ai	VERB
cana-3214	350	6	on	on	ADP
cana-3214	350	7	teaching	teaching	NOUN
cana-3214	350	8	and	and	CCONJ
cana-3214	350	9	learning	learn	VERB
cana-3214	350	10	in	in	ADP
cana-3214	350	11	higher	high	ADJ
cana-3214	350	12	education	education	NOUN
cana-3214	350	13	technology	technology	NOUN
cana-3214	350	14	.	.	PUNCT
cana-3214	350	15	"	"	PUNCT
cana-3214	351	1	journal	journal	NOUN
cana-3214	351	2	of	of	ADP
cana-3214	351	3	higher	high	ADJ
cana-3214	351	4	education	education	NOUN
cana-3214	351	5	theory	theory	NOUN
cana-3214	351	6	and	and	CCONJ
cana-3214	351	7	practice	practice	NOUN
cana-3214	351	8	22	22	NUM
cana-3214	351	9	,	,	PUNCT
cana-3214	351	10	no	no	INTJ
cana-3214	351	11	.	.	NOUN
cana-3214	351	12	13	13	NUM
cana-3214	351	13	(	(	PUNCT
cana-3214	351	14	2022	2022	NUM
cana-3214	351	15	)	)	PUNCT
cana-3214	351	16	.	.	PUNCT
cana-3214	352	1	[	[	X
cana-3214	352	2	9	9	NUM
cana-3214	352	3	]	]	X
cana-3214	352	4	lee	lee	PROPN
cana-3214	352	5	daniel	daniel	PROPN
cana-3214	352	6	,	,	PUNCT
cana-3214	352	7	matthew	matthew	PROPN
cana-3214	352	8	arnold	arnold	PROPN
cana-3214	352	9	,	,	PUNCT
cana-3214	352	10	amit	amit	PROPN
cana-3214	352	11	srivastava	srivastava	PROPN
cana-3214	352	12	,	,	PUNCT
cana-3214	352	13	katrina	katrina	PROPN
cana-3214	352	14	plastow	plastow	PROPN
cana-3214	352	15	,	,	PUNCT
cana-3214	352	16	peter	peter	PROPN
cana-3214	352	17	strelan	strelan	NOUN
cana-3214	352	18	,	,	PUNCT
cana-3214	352	19	florian	florian	PROPN
cana-3214	352	20	ploeckl	ploeckl	PROPN
cana-3214	352	21	,	,	PUNCT
cana-3214	352	22	dimitra	dimitra	ADJ
cana-3214	352	23	lekkas	lekkas	NOUN
cana-3214	352	24	,	,	PUNCT
cana-3214	352	25	and	and	CCONJ
cana-3214	352	26	edward	edward	PROPN
cana-3214	352	27	palmer	palmer	PROPN
cana-3214	352	28	.	.	PUNCT
cana-3214	353	1	"	"	PUNCT
cana-3214	353	2	the	the	DET
cana-3214	353	3	impact	impact	NOUN
cana-3214	353	4	of	of	ADP
cana-3214	353	5	generative	generative	NOUN
cana-3214	353	6	ai	ai	VERB
cana-3214	353	7	on	on	ADP
cana-3214	353	8	higher	high	ADJ
cana-3214	353	9	education	education	NOUN
cana-3214	353	10	learning	learning	NOUN
cana-3214	353	11	and	and	CCONJ
cana-3214	353	12	teaching	teaching	NOUN
cana-3214	353	13	:	:	PUNCT
cana-3214	353	14	a	a	DET
cana-3214	353	15	study	study	NOUN
cana-3214	353	16	of	of	ADP
cana-3214	353	17	educators	educator	NOUN
cana-3214	353	18	’	’	PART
cana-3214	353	19	perspectives	perspective	NOUN
cana-3214	353	20	.	.	PUNCT
cana-3214	353	21	"	"	PUNCT
cana-3214	354	1	computers	computer	NOUN
cana-3214	354	2	and	and	CCONJ
cana-3214	354	3	education	education	NOUN
cana-3214	354	4	:	:	PUNCT
cana-3214	354	5	artificial	artificial	ADJ
cana-3214	354	6	intelligence	intelligence	NOUN
cana-3214	354	7	6	6	NUM
cana-3214	354	8	(	(	PUNCT
cana-3214	354	9	2024	2024	NUM
cana-3214	354	10	):	):	PUNCT
cana-3214	354	11	100221	100221	NUM
cana-3214	354	12	.	.	PUNCT
cana-3214	355	1	[	[	X
cana-3214	355	2	10	10	NUM
cana-3214	355	3	]	]	X
cana-3214	355	4	tierney	tierney	PROPN
cana-3214	355	5	aisling	aisling	NOUN
cana-3214	355	6	,	,	PUNCT
cana-3214	355	7	peter	peter	PROPN
cana-3214	355	8	peasey	peasey	PROPN
cana-3214	355	9	,	,	PUNCT
cana-3214	355	10	and	and	CCONJ
cana-3214	355	11	joe	joe	PROPN
cana-3214	355	12	gould	gould	PROPN
cana-3214	355	13	.	.	PUNCT
cana-3214	356	1	"	"	PUNCT
cana-3214	356	2	student	student	NOUN
cana-3214	356	3	perceptions	perception	NOUN
cana-3214	356	4	on	on	ADP
cana-3214	356	5	the	the	DET
cana-3214	356	6	impact	impact	NOUN
cana-3214	356	7	of	of	ADP
cana-3214	356	8	ai	ai	VERB
cana-3214	356	9	on	on	ADP
cana-3214	356	10	their	their	PRON
cana-3214	356	11	teaching	teaching	NOUN
cana-3214	356	12	and	and	CCONJ
cana-3214	356	13	learning	learn	VERB
cana-3214	356	14	experiences	experience	NOUN
cana-3214	356	15	in	in	ADP
cana-3214	356	16	higher	high	ADJ
cana-3214	356	17	education	education	NOUN
cana-3214	356	18	.	.	PUNCT
cana-3214	356	19	"	"	PUNCT
cana-3214	357	1	research	research	NOUN
cana-3214	357	2	and	and	CCONJ
cana-3214	357	3	practice	practice	NOUN
cana-3214	357	4	in	in	ADP
cana-3214	357	5	technology	technology	NOUN
cana-3214	357	6	enhanced	enhance	VERB
cana-3214	357	7	learning	learn	VERB
cana-3214	357	8	20	20	NUM
cana-3214	357	9	(	(	PUNCT
cana-3214	357	10	2025	2025	NUM
cana-3214	357	11	):	):	PUNCT
cana-3214	357	12	005	005	NUM
cana-3214	357	13	-	-	PUNCT
cana-3214	357	14	005	005	NUM
cana-3214	357	15	.	.	PUNCT
cana-3214	358	1	[	[	X
cana-3214	358	2	11	11	NUM
cana-3214	358	3	]	]	X
cana-3214	358	4	billy	billy	ADJ
cana-3214	358	5	iris	iris	NOUN
cana-3214	358	6	,	,	PUNCT
cana-3214	358	7	and	and	CCONJ
cana-3214	358	8	hannah	hannah	PROPN
cana-3214	358	9	anush	anush	PROPN
cana-3214	358	10	.	.	PUNCT
cana-3214	359	1	"	"	PUNCT
cana-3214	359	2	a	a	DET
cana-3214	359	3	study	study	NOUN
cana-3214	359	4	of	of	ADP
cana-3214	359	5	the	the	DET
cana-3214	359	6	perception	perception	NOUN
cana-3214	359	7	of	of	ADP
cana-3214	359	8	students	student	NOUN
cana-3214	359	9	and	and	CCONJ
cana-3214	359	10	instructors	instructor	NOUN
cana-3214	359	11	on	on	ADP
cana-3214	359	12	the	the	DET
cana-3214	359	13	usage	usage	NOUN
cana-3214	359	14	of	of	ADP
cana-3214	359	15	artificial	artificial	ADJ
cana-3214	359	16	intelligence	intelligence	NOUN
cana-3214	359	17	in	in	ADP
cana-3214	359	18	education	education	NOUN
cana-3214	359	19	.	.	PUNCT
cana-3214	359	20	"	"	PUNCT
cana-3214	360	1	international	international	ADJ
cana-3214	360	2	journal	journal	NOUN
cana-3214	360	3	of	of	ADP
cana-3214	360	4	higher	high	ADJ
cana-3214	360	5	education	education	NOUN
cana-3214	360	6	management	management	NOUN
cana-3214	360	7	9	9	NUM
cana-3214	360	8	,	,	PUNCT
cana-3214	360	9	no	no	INTJ
cana-3214	360	10	.	.	NOUN
cana-3214	360	11	02	02	NUM
cana-3214	360	12	(	(	PUNCT
cana-3214	360	13	2023	2023	NUM
cana-3214	360	14	)	)	PUNCT
cana-3214	360	15	.	.	PUNCT
cana-3214	361	1	communications	communication	NOUN
cana-3214	361	2	on	on	ADP
cana-3214	361	3	applied	apply	VERB
cana-3214	361	4	nonlinear	nonlinear	ADJ
cana-3214	361	5	analysis	analysis	NOUN
cana-3214	361	6	issn	issn	NOUN
cana-3214	361	7	:	:	PUNCT
cana-3214	361	8	1074	1074	NUM
cana-3214	361	9	-	-	PUNCT
cana-3214	361	10	133x	133x	NUM
cana-3214	361	11	vol	vol	NOUN
cana-3214	361	12	32	32	NUM
cana-3214	361	13	no	no	NOUN
cana-3214	361	14	.	.	PUNCT
cana-3214	362	1	6s	6s	NUM
cana-3214	362	2	(	(	PUNCT
cana-3214	362	3	2025	2025	NUM
cana-3214	362	4	)	)	PUNCT
cana-3214	362	5	15	15	NUM
cana-3214	362	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3214	363	1	[	[	X
cana-3214	363	2	12	12	NUM
cana-3214	363	3	]	]	X
cana-3214	363	4	ghandour	ghandour	PROPN
cana-3214	363	5	dina	dina	PROPN
cana-3214	363	6	ahmed	ahmed	PROPN
cana-3214	363	7	mohamed	mohamed	PROPN
cana-3214	363	8	.	.	PUNCT
cana-3214	364	1	"	"	PUNCT
cana-3214	364	2	navigating	navigate	VERB
cana-3214	364	3	the	the	DET
cana-3214	364	4	impact	impact	NOUN
cana-3214	364	5	of	of	ADP
cana-3214	364	6	ai	ai	ADJ
cana-3214	364	7	integration	integration	NOUN
cana-3214	364	8	in	in	ADP
cana-3214	364	9	higher	high	ADJ
cana-3214	364	10	education	education	NOUN
cana-3214	364	11	:	:	PUNCT
cana-3214	364	12	ethical	ethical	ADJ
cana-3214	364	13	frontiers	frontier	NOUN
cana-3214	364	14	.	.	PUNCT
cana-3214	364	15	"	"	PUNCT
cana-3214	365	1	in	in	ADP
cana-3214	365	2	utilizing	utilize	VERB
cana-3214	365	3	ai	ai	VERB
cana-3214	365	4	for	for	ADP
cana-3214	365	5	assessment	assessment	NOUN
cana-3214	365	6	,	,	PUNCT
cana-3214	365	7	grading	grade	VERB
cana-3214	365	8	,	,	PUNCT
cana-3214	365	9	and	and	CCONJ
cana-3214	365	10	feedback	feedback	VERB
cana-3214	365	11	in	in	ADP
cana-3214	365	12	higher	high	ADJ
cana-3214	365	13	education	education	NOUN
cana-3214	365	14	,	,	PUNCT
cana-3214	365	15	pp	pp	ADJ
cana-3214	365	16	.	.	PUNCT
cana-3214	366	1	212	212	NUM
cana-3214	366	2	-	-	SYM
cana-3214	366	3	233	233	NUM
cana-3214	366	4	.	.	PUNCT
cana-3214	367	1	igi	igi	PROPN
cana-3214	367	2	global	global	PROPN
cana-3214	367	3	,	,	PUNCT
cana-3214	367	4	2024	2024	NUM
cana-3214	367	5	.	.	PUNCT
cana-3214	368	1	[	[	X
cana-3214	368	2	13	13	NUM
cana-3214	368	3	]	]	X
cana-3214	368	4	khatri	khatri	PROPN
cana-3214	368	5	bishnu	bishnu	PROPN
cana-3214	368	6	bahadur	bahadur	PROPN
cana-3214	368	7	,	,	PUNCT
cana-3214	368	8	and	and	CCONJ
cana-3214	368	9	parbata	parbata	PROPN
cana-3214	368	10	devi	devi	PROPN
cana-3214	368	11	karki	karki	PROPN
cana-3214	368	12	.	.	PUNCT
cana-3214	369	1	"	"	PUNCT
cana-3214	369	2	artificial	artificial	ADJ
cana-3214	369	3	intelligence	intelligence	NOUN
cana-3214	369	4	(	(	PUNCT
cana-3214	369	5	ai	ai	NOUN
cana-3214	369	6	)	)	PUNCT
cana-3214	369	7	in	in	ADP
cana-3214	369	8	higher	high	ADJ
cana-3214	369	9	education	education	NOUN
cana-3214	369	10	:	:	PUNCT
cana-3214	369	11	growing	grow	VERB
cana-3214	369	12	academic	academic	ADJ
cana-3214	369	13	integrity	integrity	NOUN
cana-3214	369	14	and	and	CCONJ
cana-3214	369	15	ethical	ethical	ADJ
cana-3214	369	16	concerns	concern	NOUN
cana-3214	369	17	.	.	PUNCT
cana-3214	369	18	"	"	PUNCT
cana-3214	369	19	nepalese	nepalese	ADJ
cana-3214	369	20	journal	journal	PROPN
cana-3214	369	21	of	of	ADP
cana-3214	369	22	development	development	NOUN
cana-3214	369	23	and	and	CCONJ
cana-3214	369	24	rural	rural	ADJ
cana-3214	369	25	studies	study	NOUN
cana-3214	369	26	20	20	NUM
cana-3214	369	27	,	,	PUNCT
cana-3214	369	28	no	no	INTJ
cana-3214	369	29	.	.	NOUN
cana-3214	369	30	01	01	NUM
cana-3214	369	31	(	(	PUNCT
cana-3214	369	32	2023	2023	NUM
cana-3214	369	33	):	):	PUNCT
cana-3214	369	34	1	1	NUM
cana-3214	369	35	-	-	SYM
cana-3214	369	36	7	7	NUM
cana-3214	369	37	.	.	PUNCT
cana-3214	370	1	[	[	X
cana-3214	370	2	14	14	NUM
cana-3214	370	3	]	]	PUNCT
cana-3214	370	4	yuan	yuan	PROPN
cana-3214	370	5	yuxia	yuxia	PROPN
cana-3214	370	6	.	.	PUNCT
cana-3214	371	1	"	"	PUNCT
cana-3214	371	2	a	a	DET
cana-3214	371	3	study	study	NOUN
cana-3214	371	4	of	of	ADP
cana-3214	371	5	artificial	artificial	ADJ
cana-3214	371	6	intelligence	intelligence	NOUN
cana-3214	371	7	-	-	PUNCT
cana-3214	371	8	driven	drive	VERB
cana-3214	371	9	change	change	NOUN
cana-3214	371	10	in	in	ADP
cana-3214	371	11	higher	high	ADJ
cana-3214	371	12	education	education	NOUN
cana-3214	371	13	in	in	ADP
cana-3214	371	14	the	the	DET
cana-3214	371	15	age	age	NOUN
cana-3214	371	16	of	of	ADP
cana-3214	371	17	digital	digital	ADJ
cana-3214	371	18	intelligence	intelligence	NOUN
cana-3214	371	19	.	.	PUNCT
cana-3214	371	20	"	"	PUNCT
cana-3214	372	1	contemporary	contemporary	ADJ
cana-3214	372	2	education	education	NOUN
cana-3214	372	3	and	and	CCONJ
cana-3214	372	4	teaching	teach	VERB
cana-3214	372	5	research	research	NOUN
cana-3214	372	6	5	5	NUM
cana-3214	372	7	,	,	PUNCT
cana-3214	372	8	no	no	INTJ
cana-3214	372	9	.	.	NOUN
cana-3214	372	10	03	03	NUM
cana-3214	373	1	(	(	PUNCT
cana-3214	373	2	2024	2024	NUM
cana-3214	373	3	):	):	PUNCT
cana-3214	373	4	127	127	NUM
cana-3214	373	5	-	-	SYM
cana-3214	373	6	132	132	NUM
cana-3214	373	7	.	.	PUNCT
cana-3214	374	1	[	[	X
cana-3214	374	2	15	15	NUM
cana-3214	374	3	]	]	X
cana-3214	374	4	ruiz	ruiz	NOUN
cana-3214	374	5	nahuel	nahuel	PROPN
cana-3214	374	6	,	,	PUNCT
cana-3214	374	7	liliana	liliana	PROPN
cana-3214	374	8	martínez	martínez	NOUN
cana-3214	374	9	,	,	PUNCT
cana-3214	374	10	and	and	CCONJ
cana-3214	374	11	maría	maría	PROPN
cana-3214	374	12	cristina	cristina	PROPN
cana-3214	374	13	laplagne	laplagne	PROPN
cana-3214	374	14	.	.	PUNCT
cana-3214	375	1	"	"	PUNCT
cana-3214	375	2	the	the	DET
cana-3214	375	3	impact	impact	NOUN
cana-3214	375	4	of	of	ADP
cana-3214	375	5	artificial	artificial	ADJ
cana-3214	375	6	intelligence	intelligence	NOUN
cana-3214	375	7	in	in	ADP
cana-3214	375	8	higher	high	ADJ
cana-3214	375	9	education	education	NOUN
cana-3214	375	10	.	.	PUNCT
cana-3214	375	11	"	"	PUNCT
cana-3214	375	12	in	in	ADP
cana-3214	375	13	2023	2023	NUM
cana-3214	375	14	south	south	ADJ
cana-3214	375	15	american	american	ADJ
cana-3214	375	16	conference	conference	NOUN
cana-3214	375	17	on	on	ADP
cana-3214	375	18	visible	visible	ADJ
cana-3214	375	19	light	light	NOUN
cana-3214	375	20	communications	communication	NOUN
cana-3214	375	21	(	(	PUNCT
cana-3214	375	22	sacvlc	sacvlc	NOUN
cana-3214	375	23	)	)	PUNCT
cana-3214	375	24	,	,	PUNCT
cana-3214	375	25	pp	pp	PROPN
cana-3214	375	26	.	.	PUNCT
cana-3214	376	1	153	153	NUM
cana-3214	376	2	-	-	SYM
cana-3214	376	3	158	158	NUM
cana-3214	376	4	.	.	PUNCT
cana-3214	376	5	ieee	ieee	NOUN
cana-3214	376	6	,	,	PUNCT
cana-3214	376	7	2023	2023	NUM
cana-3214	376	8	.	.	PUNCT
cana-3214	377	1	[	[	X
cana-3214	377	2	16	16	NUM
cana-3214	377	3	]	]	X
cana-3214	377	4	tara	tara	PROPN
cana-3214	377	5	anam	anam	PROPN
cana-3214	377	6	nazneen	nazneen	PROPN
cana-3214	377	7	,	,	PUNCT
cana-3214	377	8	asma	asma	PROPN
cana-3214	377	9	tariq	tariq	PROPN
cana-3214	377	10	,	,	PUNCT
cana-3214	377	11	and	and	CCONJ
cana-3214	377	12	yan	yan	PROPN
cana-3214	377	13	zhang	zhang	PROPN
cana-3214	377	14	.	.	PUNCT
cana-3214	378	1	"	"	PUNCT
cana-3214	378	2	exploring	explore	VERB
cana-3214	378	3	the	the	DET
cana-3214	378	4	impact	impact	NOUN
cana-3214	378	5	of	of	ADP
cana-3214	378	6	online	online	ADJ
cana-3214	378	7	learning	learning	NOUN
cana-3214	378	8	on	on	ADP
cana-3214	378	9	student	student	NOUN
cana-3214	378	10	academic	academic	ADJ
cana-3214	378	11	performance	performance	NOUN
cana-3214	378	12	in	in	ADP
cana-3214	378	13	higher	high	ADJ
cana-3214	378	14	education	education	NOUN
cana-3214	378	15	.	.	PUNCT
cana-3214	378	16	"	"	PUNCT
cana-3214	379	1	sjesr	sjesr	NOUN
cana-3214	379	2	6	6	NUM
cana-3214	379	3	,	,	PUNCT
cana-3214	379	4	no	no	INTJ
cana-3214	379	5	.	.	NOUN
cana-3214	379	6	4	4	NUM
cana-3214	379	7	(	(	PUNCT
cana-3214	379	8	2023	2023	NUM
cana-3214	379	9	):	):	PUNCT
cana-3214	379	10	16	16	NUM
cana-3214	379	11	-	-	SYM
cana-3214	379	12	25	25	NUM
cana-3214	379	13	.	.	PUNCT
cana-3214	380	1	[	[	X
cana-3214	380	2	17	17	NUM
cana-3214	380	3	]	]	PUNCT
cana-3214	380	4	venkateswaran	venkateswaran	VERB
cana-3214	380	5	p.	p.	PROPN
cana-3214	380	6	s.	s.	PROPN
cana-3214	380	7	,	,	PUNCT
cana-3214	380	8	firas	firas	PROPN
cana-3214	380	9	tayseer	tayseer	PROPN
cana-3214	380	10	mohammad	mohammad	PROPN
cana-3214	380	11	ayasrah	ayasrah	PROPN
cana-3214	380	12	,	,	PUNCT
cana-3214	380	13	varun	varun	PROPN
cana-3214	380	14	kumar	kumar	PROPN
cana-3214	380	15	nomula	nomula	PROPN
cana-3214	380	16	,	,	PUNCT
cana-3214	380	17	p.	p.	PROPN
cana-3214	380	18	paramasivan	paramasivan	PROPN
cana-3214	380	19	,	,	PUNCT
cana-3214	380	20	p.	p.	PROPN
cana-3214	380	21	anand	anand	PROPN
cana-3214	380	22	,	,	PUNCT
cana-3214	380	23	and	and	CCONJ
cana-3214	380	24	k.	k.	PROPN
cana-3214	380	25	bogeshwaran	bogeshwaran	PROPN
cana-3214	380	26	.	.	PUNCT
cana-3214	381	1	"	"	PUNCT
cana-3214	381	2	applications	application	NOUN
cana-3214	381	3	of	of	ADP
cana-3214	381	4	artificial	artificial	ADJ
cana-3214	381	5	intelligence	intelligence	NOUN
cana-3214	381	6	tools	tool	NOUN
cana-3214	381	7	in	in	ADP
cana-3214	381	8	higher	high	ADJ
cana-3214	381	9	education	education	NOUN
cana-3214	381	10	.	.	PUNCT
cana-3214	381	11	"	"	PUNCT
cana-3214	382	1	in	in	ADP
cana-3214	382	2	data	data	NOUN
cana-3214	382	3	-	-	PUNCT
cana-3214	382	4	driven	drive	VERB
cana-3214	382	5	decision	decision	NOUN
cana-3214	382	6	making	make	VERB
cana-3214	382	7	for	for	ADP
cana-3214	382	8	long	long	ADJ
cana-3214	382	9	-	-	PUNCT
cana-3214	382	10	term	term	NOUN
cana-3214	382	11	business	business	NOUN
cana-3214	382	12	success	success	NOUN
cana-3214	382	13	,	,	PUNCT
cana-3214	382	14	pp	pp	ADP
cana-3214	382	15	.	.	PUNCT
cana-3214	382	16	124	124	NUM
cana-3214	382	17	-	-	SYM
cana-3214	382	18	136	136	NUM
cana-3214	382	19	.	.	PUNCT
cana-3214	383	1	igi	igi	PROPN
cana-3214	383	2	global	global	PROPN
cana-3214	383	3	,	,	PUNCT
cana-3214	383	4	2024	2024	NUM
cana-3214	383	5	.	.	PUNCT
cana-3214	384	1	[	[	X
cana-3214	384	2	18	18	NUM
cana-3214	384	3	]	]	PUNCT
cana-3214	384	4	saidakhror	saidakhror	NOUN
cana-3214	384	5	gulyamov	gulyamov	NOUN
cana-3214	384	6	.	.	PUNCT
cana-3214	385	1	"	"	PUNCT
cana-3214	385	2	the	the	DET
cana-3214	385	3	impact	impact	NOUN
cana-3214	385	4	of	of	ADP
cana-3214	385	5	artificial	artificial	ADJ
cana-3214	385	6	intelligence	intelligence	NOUN
cana-3214	385	7	on	on	ADP
cana-3214	385	8	higher	high	ADJ
cana-3214	385	9	education	education	NOUN
cana-3214	385	10	and	and	CCONJ
cana-3214	385	11	the	the	DET
cana-3214	385	12	economics	economic	NOUN
cana-3214	385	13	of	of	ADP
cana-3214	385	14	information	information	NOUN
cana-3214	385	15	technology	technology	NOUN
cana-3214	385	16	.	.	PUNCT
cana-3214	385	17	"	"	PUNCT
cana-3214	386	1	international	international	ADJ
cana-3214	386	2	journal	journal	NOUN
cana-3214	386	3	of	of	ADP
cana-3214	386	4	law	law	NOUN
cana-3214	386	5	and	and	CCONJ
cana-3214	386	6	policy	policy	NOUN
cana-3214	386	7	2	2	NUM
cana-3214	386	8	,	,	PUNCT
cana-3214	386	9	no	no	INTJ
cana-3214	386	10	.	.	NOUN
cana-3214	386	11	3	3	NUM
cana-3214	386	12	(	(	PUNCT
cana-3214	386	13	2024	2024	NUM
cana-3214	386	14	):	):	PUNCT
cana-3214	386	15	1	1	NUM
cana-3214	386	16	-	-	SYM
cana-3214	386	17	6	6	NUM
cana-3214	386	18	.	.	PUNCT
cana-3214	387	1	[	[	X
cana-3214	387	2	19	19	NUM
cana-3214	387	3	]	]	X
cana-3214	387	4	archibald	archibald	PROPN
cana-3214	387	5	audon	audon	PROPN
cana-3214	387	6	,	,	PUNCT
cana-3214	387	7	cassie	cassie	PROPN
cana-3214	387	8	hudson	hudson	PROPN
cana-3214	387	9	,	,	PUNCT
cana-3214	387	10	tania	tania	PROPN
cana-3214	387	11	heap	heap	PROPN
cana-3214	387	12	,	,	PUNCT
cana-3214	387	13	ruthanne	ruthanne	NOUN
cana-3214	387	14	“	"	PUNCT
cana-3214	387	15	rudi	rudi	PROPN
cana-3214	387	16	thompson	thompson	PROPN
cana-3214	387	17	,	,	PUNCT
cana-3214	387	18	lin	lin	PROPN
cana-3214	387	19	lin	lin	PROPN
cana-3214	387	20	,	,	PUNCT
cana-3214	387	21	jaqueline	jaqueline	PROPN
cana-3214	387	22	demeritt	demeritt	PROPN
cana-3214	387	23	,	,	PUNCT
cana-3214	387	24	and	and	CCONJ
cana-3214	387	25	heather	heather	PROPN
cana-3214	387	26	lucke	lucke	PROPN
cana-3214	387	27	.	.	PUNCT
cana-3214	388	1	"	"	PUNCT
cana-3214	388	2	a	a	DET
cana-3214	388	3	validation	validation	NOUN
cana-3214	388	4	of	of	ADP
cana-3214	388	5	ai	ai	ADJ
cana-3214	388	6	-	-	PUNCT
cana-3214	388	7	enabled	enable	VERB
cana-3214	388	8	discussion	discussion	NOUN
cana-3214	388	9	platform	platform	NOUN
cana-3214	388	10	metrics	metric	NOUN
cana-3214	388	11	and	and	CCONJ
cana-3214	388	12	relationships	relationship	NOUN
cana-3214	388	13	to	to	ADP
cana-3214	388	14	student	student	NOUN
cana-3214	388	15	efforts	effort	NOUN
cana-3214	388	16	.	.	PUNCT
cana-3214	388	17	"	"	PUNCT
cana-3214	389	1	techtrends	techtrend	VERB
cana-3214	389	2	67	67	NUM
cana-3214	389	3	,	,	PUNCT
cana-3214	389	4	no	no	INTJ
cana-3214	389	5	.	.	NOUN
cana-3214	389	6	2	2	NUM
cana-3214	389	7	(	(	PUNCT
cana-3214	389	8	2023	2023	NUM
cana-3214	389	9	):	):	PUNCT
cana-3214	389	10	285	285	NUM
cana-3214	389	11	-	-	SYM
cana-3214	389	12	293	293	NUM
cana-3214	389	13	.	.	PUNCT
cana-3214	390	1	[	[	X
cana-3214	390	2	20	20	NUM
cana-3214	390	3	]	]	X
cana-3214	390	4	sreerekha	sreerekha	PROPN
cana-3214	390	5	s.	s.	PROPN
cana-3214	390	6	"	"	PUNCT
cana-3214	390	7	navigating	navigate	VERB
cana-3214	390	8	the	the	DET
cana-3214	390	9	artificial	artificial	ADJ
cana-3214	390	10	intelligence	intelligence	NOUN
cana-3214	390	11	(	(	PUNCT
cana-3214	390	12	ai	ai	NOUN
cana-3214	390	13	)	)	PUNCT
cana-3214	390	14	revolution	revolution	NOUN
cana-3214	390	15	:	:	PUNCT
cana-3214	390	16	the	the	DET
cana-3214	390	17	paradigm	paradigm	NOUN
cana-3214	390	18	shift	shift	NOUN
cana-3214	390	19	in	in	ADP
cana-3214	390	20	higher	high	ADJ
cana-3214	390	21	education	education	NOUN
cana-3214	390	22	.	.	PUNCT
cana-3214	390	23	"	"	PUNCT
cana-3214	391	1	educational	educational	ADJ
cana-3214	391	2	administration	administration	NOUN
cana-3214	391	3	:	:	PUNCT
cana-3214	391	4	theory	theory	NOUN
cana-3214	391	5	and	and	CCONJ
cana-3214	391	6	practice	practice	NOUN
cana-3214	391	7	30	30	NUM
cana-3214	391	8	,	,	PUNCT
cana-3214	391	9	no	no	INTJ
cana-3214	391	10	.	.	NOUN
cana-3214	391	11	5	5	NUM
cana-3214	391	12	(	(	PUNCT
cana-3214	391	13	2024	2024	NUM
cana-3214	391	14	):	):	PUNCT
cana-3214	391	15	12742	12742	NUM
cana-3214	391	16	-	-	SYM
cana-3214	391	17	12745	12745	NUM
cana-3214	391	18	.	.	PUNCT
cana-3214	392	1	[	[	X
cana-3214	392	2	21	21	NUM
cana-3214	392	3	]	]	PUNCT
cana-3214	392	4	slimi	slimi	PROPN
cana-3214	392	5	zouhaier	zouhaier	PROPN
cana-3214	392	6	,	,	PUNCT
cana-3214	392	7	and	and	CCONJ
cana-3214	392	8	beatriz	beatriz	X
cana-3214	392	9	villarejo	villarejo	ADJ
cana-3214	392	10	carballido	carballido	NOUN
cana-3214	392	11	.	.	PUNCT
cana-3214	393	1	"	"	PUNCT
cana-3214	393	2	systematic	systematic	ADJ
cana-3214	393	3	review	review	NOUN
cana-3214	393	4	:	:	PUNCT
cana-3214	393	5	ai	ai	VERB
cana-3214	393	6	's	's	PART
cana-3214	393	7	impact	impact	NOUN
cana-3214	393	8	on	on	ADP
cana-3214	393	9	higher	high	ADJ
cana-3214	393	10	education	education	NOUN
cana-3214	393	11	-	-	PUNCT
cana-3214	393	12	learning	learning	NOUN
cana-3214	393	13	,	,	PUNCT
cana-3214	393	14	teaching	teaching	NOUN
cana-3214	393	15	,	,	PUNCT
cana-3214	393	16	and	and	CCONJ
cana-3214	393	17	career	career	NOUN
cana-3214	393	18	opportunities	opportunity	NOUN
cana-3214	393	19	.	.	PUNCT
cana-3214	393	20	"	"	PUNCT
cana-3214	394	1	tem	tem	PROPN
cana-3214	394	2	journal	journal	PROPN
cana-3214	394	3	12	12	NUM
cana-3214	394	4	,	,	PUNCT
cana-3214	394	5	no	no	INTJ
cana-3214	394	6	.	.	NOUN
cana-3214	394	7	3	3	NUM
cana-3214	394	8	(	(	PUNCT
cana-3214	394	9	2023	2023	NUM
cana-3214	394	10	):	):	PUNCT
cana-3214	394	11	1627	1627	NUM
cana-3214	394	12	.	.	PUNCT
cana-3214	395	1	[	[	X
cana-3214	395	2	22	22	NUM
cana-3214	395	3	]	]	X
cana-3214	395	4	solís	solís	PROPN
cana-3214	395	5	mcs	mcs	PROPN
cana-3214	395	6	wilton	wilton	PROPN
cana-3214	395	7	melvin	melvin	PROPN
cana-3214	395	8	villamar	villamar	PROPN
cana-3214	395	9	,	,	PUNCT
cana-3214	395	10	cecilia	cecilia	PROPN
cana-3214	395	11	alejandra	alejandra	PROPN
cana-3214	395	12	garcía	garcía	PROPN
cana-3214	395	13	ríos	ríos	PROPN
cana-3214	395	14	,	,	PUNCT
cana-3214	395	15	carlos	carlos	PROPN
cana-3214	395	16	eduardo	eduardo	PROPN
cana-3214	395	17	cevallos	cevallos	PROPN
cana-3214	395	18	hermida	hermida	PROPN
cana-3214	395	19	,	,	PUNCT
cana-3214	395	20	jean	jean	PROPN
cana-3214	395	21	luis	luis	PROPN
cana-3214	395	22	arana	arana	PROPN
cana-3214	395	23	alencastre	alencastre	PROPN
cana-3214	395	24	,	,	PUNCT
cana-3214	395	25	and	and	CCONJ
cana-3214	395	26	josé	josé	PROPN
cana-3214	395	27	-	-	PUNCT
cana-3214	395	28	horacio	horacio	PROPN
cana-3214	395	29	tovalin	tovalin	PROPN
cana-3214	395	30	-	-	PUNCT
cana-3214	395	31	ahumada	ahumada	PROPN
cana-3214	395	32	.	.	PUNCT
cana-3214	396	1	"	"	PUNCT
cana-3214	396	2	the	the	DET
cana-3214	396	3	impact	impact	NOUN
cana-3214	396	4	of	of	ADP
cana-3214	396	5	artificial	artificial	ADJ
cana-3214	396	6	intelligence	intelligence	NOUN
cana-3214	396	7	on	on	ADP
cana-3214	396	8	higher	high	ADJ
cana-3214	396	9	education	education	NOUN
cana-3214	396	10	:	:	PUNCT
cana-3214	396	11	a	a	DET
cana-3214	396	12	sociological	sociological	ADJ
cana-3214	396	13	perspective	perspective	NOUN
cana-3214	396	14	.	.	PUNCT
cana-3214	396	15	"	"	PUNCT
cana-3214	397	1	journal	journal	NOUN
cana-3214	397	2	of	of	ADP
cana-3214	397	3	namibian	namibian	ADJ
cana-3214	397	4	studies	study	NOUN
cana-3214	397	5	:	:	PUNCT
cana-3214	397	6	history	history	NOUN
cana-3214	397	7	politics	politic	NOUN
cana-3214	397	8	culture	culture	NOUN
cana-3214	397	9	33	33	NUM
cana-3214	397	10	(	(	PUNCT
cana-3214	397	11	2023	2023	NUM
cana-3214	397	12	):	):	PUNCT
cana-3214	397	13	3284	3284	NUM
cana-3214	397	14	-	-	SYM
cana-3214	397	15	3290	3290	NUM
cana-3214	397	16	.	.	PUNCT
cana-3214	398	1	[	[	X
cana-3214	398	2	23	23	NUM
cana-3214	398	3	]	]	X
cana-3214	398	4	peláez	peláez	ADJ
cana-3214	398	5	-	-	PUNCT
cana-3214	398	6	sánchez	sánchez	NOUN
cana-3214	398	7	iris	iris	PROPN
cana-3214	398	8	cristina	cristina	PROPN
cana-3214	398	9	,	,	PUNCT
cana-3214	398	10	davis	davis	PROPN
cana-3214	398	11	velarde	velarde	PROPN
cana-3214	398	12	-	-	PUNCT
cana-3214	398	13	camaqui	camaqui	NOUN
cana-3214	398	14	,	,	PUNCT
cana-3214	398	15	and	and	CCONJ
cana-3214	398	16	leonardo	leonardo	PROPN
cana-3214	398	17	david	david	PROPN
cana-3214	398	18	glasserman	glasserman	PROPN
cana-3214	398	19	-	-	PUNCT
cana-3214	398	20	morales	morale	NOUN
cana-3214	398	21	.	.	PUNCT
cana-3214	399	1	"	"	PUNCT
cana-3214	399	2	the	the	DET
cana-3214	399	3	impact	impact	NOUN
cana-3214	399	4	of	of	ADP
cana-3214	399	5	large	large	ADJ
cana-3214	399	6	language	language	NOUN
cana-3214	399	7	models	model	NOUN
cana-3214	399	8	on	on	ADP
cana-3214	399	9	higher	high	ADJ
cana-3214	399	10	education	education	NOUN
cana-3214	399	11	:	:	PUNCT
cana-3214	399	12	exploring	explore	VERB
cana-3214	399	13	the	the	DET
cana-3214	399	14	connection	connection	NOUN
cana-3214	399	15	between	between	ADP
cana-3214	399	16	ai	ai	PROPN
cana-3214	399	17	and	and	CCONJ
cana-3214	399	18	education	education	NOUN
cana-3214	399	19	4.0	4.0	NUM
cana-3214	399	20	.	.	PUNCT
cana-3214	399	21	"	"	PUNCT
cana-3214	399	22	in	in	ADP
cana-3214	399	23	frontiers	frontier	NOUN
cana-3214	399	24	in	in	ADP
cana-3214	399	25	education	education	NOUN
cana-3214	399	26	,	,	PUNCT
cana-3214	399	27	vol	vol	NOUN
cana-3214	399	28	.	.	NOUN
cana-3214	399	29	9	9	NUM
cana-3214	399	30	,	,	PUNCT
cana-3214	399	31	p.	p.	NOUN
cana-3214	399	32	1392091	1392091	NUM
cana-3214	399	33	.	.	PUNCT
cana-3214	400	1	frontiers	frontier	NOUN
cana-3214	400	2	media	media	PROPN
cana-3214	400	3	sa	sa	PROPN
cana-3214	400	4	,	,	PUNCT
cana-3214	400	5	2024	2024	NUM
cana-3214	400	6	.	.	PUNCT
cana-3214	401	1	[	[	X
cana-3214	401	2	24	24	NUM
cana-3214	401	3	]	]	X
cana-3214	401	4	gupta	gupta	PROPN
cana-3214	401	5	arti	arti	NOUN
cana-3214	401	6	.	.	PUNCT
cana-3214	402	1	"	"	PUNCT
cana-3214	402	2	impact	impact	NOUN
cana-3214	402	3	of	of	ADP
cana-3214	402	4	generative	generative	NOUN
cana-3214	402	5	ai	ai	VERB
cana-3214	402	6	in	in	ADP
cana-3214	402	7	transforming	transform	VERB
cana-3214	402	8	higher	high	ADJ
cana-3214	402	9	education	education	NOUN
cana-3214	402	10	pedagogy	pedagogy	NOUN
cana-3214	402	11	.	.	PUNCT
cana-3214	402	12	"	"	PUNCT
cana-3214	403	1	in	in	ADP
cana-3214	403	2	leveraging	leverage	VERB
cana-3214	403	3	chatgpt	chatgpt	NOUN
cana-3214	403	4	and	and	CCONJ
cana-3214	403	5	artificial	artificial	ADJ
cana-3214	403	6	intelligence	intelligence	NOUN
cana-3214	403	7	for	for	ADP
cana-3214	403	8	effective	effective	ADJ
cana-3214	403	9	customer	customer	NOUN
cana-3214	403	10	engagement	engagement	NOUN
cana-3214	403	11	,	,	PUNCT
cana-3214	403	12	pp	pp	ADP
cana-3214	403	13	.	.	PUNCT
cana-3214	403	14	285	285	NUM
cana-3214	403	15	-	-	SYM
cana-3214	403	16	300	300	NUM
cana-3214	403	17	.	.	PUNCT
cana-3214	404	1	igi	igi	PROPN
cana-3214	404	2	global	global	PROPN
cana-3214	404	3	,	,	PUNCT
cana-3214	404	4	2024	2024	NUM
cana-3214	404	5	.	.	PUNCT