id	sid	tid	token	lemma	pos
easat-10823	1	1	edelweiss	edelweiss	PROPN
easat-10823	1	2	applied	apply	VERB
easat-10823	1	3	science	science	NOUN
easat-10823	1	4	and	and	CCONJ
easat-10823	1	5	technology	technology	NOUN
easat-10823	1	6	issn	issn	PROPN
easat-10823	1	7	:	:	PUNCT
easat-10823	1	8	2576	2576	NUM
easat-10823	1	9	-	-	SYM
easat-10823	1	10	8484	8484	NUM
easat-10823	1	11	vol	vol	NOUN
easat-10823	1	12	.	.	PROPN
easat-10823	2	1	9	9	NUM
easat-10823	2	2	,	,	PUNCT
easat-10823	2	3	no	no	INTJ
easat-10823	2	4	.	.	NOUN
easat-10823	2	5	11	11	NUM
easat-10823	2	6	,	,	PUNCT
easat-10823	2	7	190	190	NUM
easat-10823	2	8	-	-	SYM
easat-10823	2	9	197	197	NUM
easat-10823	2	10	2025	2025	NUM
easat-10823	2	11	publisher	publisher	NOUN
easat-10823	2	12	:	:	PUNCT
easat-10823	2	13	learning	learn	VERB
easat-10823	2	14	gate	gate	NOUN
easat-10823	2	15	doi	doi	PROPN
easat-10823	2	16	:	:	PUNCT
easat-10823	2	17	10.55214/2576	10.55214/2576	NUM
easat-10823	2	18	-	-	SYM
easat-10823	2	19	8484.v9i11.10823	8484.v9i11.10823	PRON
easat-10823	2	20	©	©	PROPN
easat-10823	2	21	2025	2025	NUM
easat-10823	2	22	by	by	ADP
easat-10823	2	23	the	the	DET
easat-10823	2	24	author	author	NOUN
easat-10823	2	25	;	;	PUNCT
easat-10823	2	26	licensee	licensee	PROPN
easat-10823	2	27	learning	learning	NOUN
easat-10823	2	28	gate	gate	NOUN
easat-10823	3	1	©	©	PROPN
easat-10823	3	2	2025	2025	NUM
easat-10823	3	3	by	by	ADP
easat-10823	3	4	the	the	DET
easat-10823	3	5	author	author	NOUN
easat-10823	3	6	;	;	PUNCT
easat-10823	3	7	licensee	licensee	PROPN
easat-10823	3	8	learning	learning	NOUN
easat-10823	3	9	gate	gate	NOUN
easat-10823	3	10	history	history	NOUN
easat-10823	3	11	:	:	PUNCT
easat-10823	3	12	received	receive	VERB
easat-10823	3	13	:	:	PUNCT
easat-10823	3	14	2	2	NUM
easat-10823	3	15	september	september	PROPN
easat-10823	3	16	2025	2025	NUM
easat-10823	3	17	;	;	PUNCT
easat-10823	3	18	revised	revise	VERB
easat-10823	3	19	:	:	PUNCT
easat-10823	3	20	10	10	NUM
easat-10823	3	21	october	october	NOUN
easat-10823	3	22	2025	2025	NUM
easat-10823	3	23	;	;	PUNCT
easat-10823	3	24	accepted	accept	VERB
easat-10823	3	25	:	:	PUNCT
easat-10823	3	26	14	14	NUM
easat-10823	3	27	october2025	october2025	PROPN
easat-10823	3	28	;	;	PUNCT
easat-10823	3	29	published	publish	VERB
easat-10823	3	30	:	:	PUNCT
easat-10823	4	1	31	31	NUM
easat-10823	4	2	october	october	NOUN
easat-10823	4	3	2025	2025	NUM
easat-10823	4	4	*	*	PUNCT
easat-10823	4	5	correspondence	correspondence	NOUN
easat-10823	4	6	:	:	PUNCT
easat-10823	4	7	aalowayr@bu.edu.sa	aalowayr@bu.edu.sa	PROPN
easat-10823	4	8	a	a	DET
easat-10823	4	9	critical	critical	ADJ
easat-10823	4	10	study	study	NOUN
easat-10823	4	11	on	on	ADP
easat-10823	4	12	the	the	DET
easat-10823	4	13	use	use	NOUN
easat-10823	4	14	of	of	ADP
easat-10823	4	15	artificial	artificial	ADJ
easat-10823	4	16	intelligence	intelligence	NOUN
easat-10823	4	17	in	in	ADP
easat-10823	4	18	e	e	NOUN
easat-10823	4	19	learning	learn	VERB
easat-10823	4	20	technologies	technology	NOUN
easat-10823	4	21	to	to	PART
easat-10823	4	22	enhance	enhance	VERB
easat-10823	4	23	learners	learner	NOUN
easat-10823	4	24	’	'	PUNCT
easat-10823	4	25	performance	performance	NOUN
easat-10823	4	26	ali	ali	PROPN
easat-10823	4	27	alowayr1	alowayr1	PROPN
easat-10823	5	1	*	*	PROPN
easat-10823	6	1	1information	1information	NUM
easat-10823	6	2	technology	technology	NOUN
easat-10823	6	3	department	department	NOUN
easat-10823	6	4	,	,	PUNCT
easat-10823	6	5	faculty	faculty	NOUN
easat-10823	6	6	of	of	ADP
easat-10823	6	7	computing	computing	NOUN
easat-10823	6	8	and	and	CCONJ
easat-10823	6	9	information	information	NOUN
easat-10823	6	10	,	,	PUNCT
easat-10823	6	11	al	al	PROPN
easat-10823	6	12	-	-	PUNCT
easat-10823	6	13	baha	baha	PROPN
easat-10823	6	14	university	university	PROPN
easat-10823	6	15	,	,	PUNCT
easat-10823	6	16	saudi	saudi	PROPN
easat-10823	6	17	arabia	arabia	PROPN
easat-10823	6	18	;	;	PUNCT
easat-10823	6	19	aalowayr@bu.edu.sa	aalowayr@bu.edu.sa	PROPN
easat-10823	6	20	(	(	PUNCT
easat-10823	6	21	a.a	a.a	PROPN
easat-10823	6	22	.	.	PROPN
easat-10823	6	23	)	)	PUNCT
easat-10823	6	24	.	.	PUNCT
easat-10823	7	1	abstract	abstract	ADV
easat-10823	7	2	:	:	PUNCT
easat-10823	7	3	the	the	DET
easat-10823	7	4	integration	integration	NOUN
easat-10823	7	5	of	of	ADP
easat-10823	7	6	artificial	artificial	ADJ
easat-10823	7	7	intelligence	intelligence	NOUN
easat-10823	7	8	(	(	PUNCT
easat-10823	7	9	ai	ai	NOUN
easat-10823	7	10	)	)	PUNCT
easat-10823	7	11	with	with	ADP
easat-10823	7	12	e	e	NOUN
easat-10823	7	13	-	-	ADJ
easat-10823	7	14	learning	learning	ADJ
easat-10823	7	15	technologies	technology	NOUN
easat-10823	7	16	has	have	AUX
easat-10823	7	17	significantly	significantly	ADV
easat-10823	7	18	influenced	influence	VERB
easat-10823	7	19	modern	modern	ADJ
easat-10823	7	20	educational	educational	ADJ
easat-10823	7	21	practices	practice	NOUN
easat-10823	7	22	by	by	ADP
easat-10823	7	23	improving	improve	VERB
easat-10823	7	24	learners	learner	NOUN
easat-10823	7	25	’	'	PUNCT
easat-10823	7	26	performance	performance	NOUN
easat-10823	7	27	,	,	PUNCT
easat-10823	7	28	adaptability	adaptability	NOUN
easat-10823	7	29	,	,	PUNCT
easat-10823	7	30	and	and	CCONJ
easat-10823	7	31	engagement	engagement	NOUN
easat-10823	7	32	.	.	PUNCT
easat-10823	8	1	e	e	X
easat-10823	8	2	-	-	ADJ
easat-10823	8	3	learning	learning	NOUN
easat-10823	8	4	,	,	PUNCT
easat-10823	8	5	defined	define	VERB
easat-10823	8	6	as	as	ADP
easat-10823	8	7	the	the	DET
easat-10823	8	8	use	use	NOUN
easat-10823	8	9	of	of	ADP
easat-10823	8	10	digital	digital	ADJ
easat-10823	8	11	and	and	CCONJ
easat-10823	8	12	internet	internet	NOUN
easat-10823	8	13	-	-	PUNCT
easat-10823	8	14	based	base	VERB
easat-10823	8	15	tools	tool	NOUN
easat-10823	8	16	to	to	PART
easat-10823	8	17	deliver	deliver	VERB
easat-10823	8	18	flexible	flexible	ADJ
easat-10823	8	19	learning	learning	NOUN
easat-10823	8	20	solutions	solution	NOUN
easat-10823	8	21	,	,	PUNCT
easat-10823	8	22	has	have	AUX
easat-10823	8	23	become	become	VERB
easat-10823	8	24	an	an	DET
easat-10823	8	25	essential	essential	ADJ
easat-10823	8	26	method	method	NOUN
easat-10823	8	27	for	for	ADP
easat-10823	8	28	enhancing	enhance	VERB
easat-10823	8	29	academic	academic	ADJ
easat-10823	8	30	outcomes	outcome	NOUN
easat-10823	8	31	and	and	CCONJ
easat-10823	8	32	developing	develop	VERB
easat-10823	8	33	digital	digital	ADJ
easat-10823	8	34	competence	competence	NOUN
easat-10823	8	35	.	.	PUNCT
easat-10823	9	1	this	this	DET
easat-10823	9	2	study	study	NOUN
easat-10823	9	3	critically	critically	ADV
easat-10823	9	4	examines	examine	VERB
easat-10823	9	5	how	how	SCONJ
easat-10823	9	6	ai	ai	AUX
easat-10823	9	7	-	-	PUNCT
easat-10823	9	8	enhanced	enhanced	ADJ
easat-10823	9	9	e	e	NOUN
easat-10823	9	10	-	-	ADJ
easat-10823	9	11	learning	learn	VERB
easat-10823	9	12	systems	system	NOUN
easat-10823	9	13	contribute	contribute	VERB
easat-10823	9	14	to	to	ADP
easat-10823	9	15	learners	learner	NOUN
easat-10823	9	16	’	'	PUNCT
easat-10823	9	17	performance	performance	NOUN
easat-10823	9	18	within	within	ADP
easat-10823	9	19	higher	high	ADJ
easat-10823	9	20	education	education	NOUN
easat-10823	9	21	contexts	contexts	NOUN
easat-10823	9	22	.	.	PUNCT
easat-10823	10	1	quantitative	quantitative	ADJ
easat-10823	10	2	data	datum	NOUN
easat-10823	10	3	were	be	AUX
easat-10823	10	4	collected	collect	VERB
easat-10823	10	5	from	from	ADP
easat-10823	10	6	undergraduate	undergraduate	ADJ
easat-10823	10	7	students	student	NOUN
easat-10823	10	8	in	in	ADP
easat-10823	10	9	computing	computing	NOUN
easat-10823	10	10	and	and	CCONJ
easat-10823	10	11	information	information	NOUN
easat-10823	10	12	disciplines	discipline	NOUN
easat-10823	10	13	at	at	ADP
easat-10823	10	14	al	al	PROPN
easat-10823	10	15	baha	baha	PROPN
easat-10823	10	16	university	university	PROPN
easat-10823	10	17	to	to	PART
easat-10823	10	18	evaluate	evaluate	VERB
easat-10823	10	19	their	their	PRON
easat-10823	10	20	perceptions	perception	NOUN
easat-10823	10	21	,	,	PUNCT
easat-10823	10	22	experiences	experience	NOUN
easat-10823	10	23	,	,	PUNCT
easat-10823	10	24	and	and	CCONJ
easat-10823	10	25	behavioral	behavioral	ADJ
easat-10823	10	26	intentions	intention	NOUN
easat-10823	10	27	toward	toward	ADP
easat-10823	10	28	ai	ai	VERB
easat-10823	10	29	-	-	PUNCT
easat-10823	10	30	driven	drive	VERB
easat-10823	10	31	e	e	NOUN
easat-10823	10	32	-	-	ADJ
easat-10823	10	33	learning	learn	VERB
easat-10823	10	34	platforms	platform	NOUN
easat-10823	10	35	.	.	PUNCT
easat-10823	11	1	statistical	statistical	ADJ
easat-10823	11	2	analysis	analysis	NOUN
easat-10823	11	3	revealed	reveal	VERB
easat-10823	11	4	strong	strong	ADJ
easat-10823	11	5	positive	positive	ADJ
easat-10823	11	6	attitudes	attitude	NOUN
easat-10823	11	7	toward	toward	ADP
easat-10823	11	8	ai	ai	PRON
easat-10823	11	9	integration	integration	NOUN
easat-10823	11	10	,	,	PUNCT
easat-10823	11	11	with	with	ADP
easat-10823	11	12	mean	mean	ADJ
easat-10823	11	13	scores	score	NOUN
easat-10823	11	14	exceeding	exceed	VERB
easat-10823	11	15	4.3	4.3	NUM
easat-10823	11	16	regarding	regard	VERB
easat-10823	11	17	the	the	DET
easat-10823	11	18	usefulness	usefulness	NOUN
easat-10823	11	19	,	,	PUNCT
easat-10823	11	20	accessibility	accessibility	NOUN
easat-10823	11	21	,	,	PUNCT
easat-10823	11	22	and	and	CCONJ
easat-10823	11	23	effectiveness	effectiveness	NOUN
easat-10823	11	24	of	of	ADP
easat-10823	11	25	ai	ai	NOUN
easat-10823	11	26	-	-	PUNCT
easat-10823	11	27	based	base	VERB
easat-10823	11	28	e	e	NOUN
easat-10823	11	29	-	-	ADJ
easat-10823	11	30	learning	learning	ADJ
easat-10823	11	31	tools	tool	NOUN
easat-10823	11	32	,	,	PUNCT
easat-10823	11	33	with	with	ADP
easat-10823	11	34	statistically	statistically	ADV
easat-10823	11	35	significant	significant	ADJ
easat-10823	11	36	p	p	ADJ
easat-10823	11	37	values	value	NOUN
easat-10823	11	38	(	(	PUNCT
easat-10823	11	39	p	p	X
easat-10823	11	40	<	<	X
easat-10823	11	41	0.05	0.05	NUM
easat-10823	11	42	)	)	PUNCT
easat-10823	11	43	.	.	PUNCT
easat-10823	12	1	the	the	DET
easat-10823	12	2	findings	finding	NOUN
easat-10823	12	3	also	also	ADV
easat-10823	12	4	show	show	VERB
easat-10823	12	5	that	that	SCONJ
easat-10823	12	6	ai	ai	VERB
easat-10823	12	7	tools	tool	NOUN
easat-10823	12	8	promote	promote	VERB
easat-10823	12	9	collaboration	collaboration	NOUN
easat-10823	12	10	among	among	ADP
easat-10823	12	11	peers	peer	NOUN
easat-10823	12	12	.	.	PUNCT
easat-10823	13	1	these	these	DET
easat-10823	13	2	results	result	NOUN
easat-10823	13	3	confirm	confirm	VERB
easat-10823	13	4	that	that	SCONJ
easat-10823	13	5	ai	ai	VERB
easat-10823	13	6	-	-	PUNCT
easat-10823	13	7	powered	power	VERB
easat-10823	13	8	e	e	NOUN
easat-10823	13	9	-	-	ADJ
easat-10823	13	10	learning	learn	VERB
easat-10823	13	11	environments	environment	NOUN
easat-10823	13	12	play	play	VERB
easat-10823	13	13	a	a	DET
easat-10823	13	14	vital	vital	ADJ
easat-10823	13	15	role	role	NOUN
easat-10823	13	16	in	in	ADP
easat-10823	13	17	improving	improve	VERB
easat-10823	13	18	learning	learning	NOUN
easat-10823	13	19	performance	performance	NOUN
easat-10823	13	20	,	,	PUNCT
easat-10823	13	21	efficiency	efficiency	NOUN
easat-10823	13	22	,	,	PUNCT
easat-10823	13	23	and	and	CCONJ
easat-10823	13	24	a	a	DET
easat-10823	13	25	high	high	ADJ
easat-10823	13	26	level	level	NOUN
easat-10823	13	27	of	of	ADP
easat-10823	13	28	behavioral	behavioral	ADJ
easat-10823	13	29	intention	intention	NOUN
easat-10823	13	30	to	to	PART
easat-10823	13	31	employ	employ	VERB
easat-10823	13	32	ai	ai	VERB
easat-10823	13	33	in	in	ADP
easat-10823	13	34	elearning	elearning	NOUN
easat-10823	13	35	.	.	PUNCT
easat-10823	14	1	the	the	DET
easat-10823	14	2	study	study	NOUN
easat-10823	14	3	contributes	contribute	VERB
easat-10823	14	4	empirical	empirical	ADJ
easat-10823	14	5	evidence	evidence	NOUN
easat-10823	14	6	to	to	ADP
easat-10823	14	7	the	the	DET
easat-10823	14	8	importance	importance	NOUN
easat-10823	14	9	of	of	ADP
easat-10823	14	10	integrating	integrate	VERB
easat-10823	14	11	ai	ai	VERB
easat-10823	14	12	technologies	technology	NOUN
easat-10823	14	13	into	into	ADP
easat-10823	14	14	e	e	NOUN
easat-10823	14	15	-	-	ADJ
easat-10823	14	16	learning	learn	VERB
easat-10823	14	17	systems	system	NOUN
easat-10823	14	18	and	and	CCONJ
easat-10823	14	19	proposes	propose	VERB
easat-10823	14	20	directions	direction	NOUN
easat-10823	14	21	for	for	ADP
easat-10823	14	22	future	future	ADJ
easat-10823	14	23	work	work	NOUN
easat-10823	14	24	on	on	ADP
easat-10823	14	25	personalization	personalization	NOUN
easat-10823	14	26	,	,	PUNCT
easat-10823	14	27	adaptivity	adaptivity	NOUN
easat-10823	14	28	,	,	PUNCT
easat-10823	14	29	and	and	CCONJ
easat-10823	14	30	optimization	optimization	NOUN
easat-10823	14	31	of	of	ADP
easat-10823	14	32	learning	learn	VERB
easat-10823	14	33	.	.	PUNCT
easat-10823	15	1	it	it	PRON
easat-10823	15	2	offers	offer	VERB
easat-10823	15	3	implications	implication	NOUN
easat-10823	15	4	for	for	ADP
easat-10823	15	5	educators	educator	NOUN
easat-10823	15	6	and	and	CCONJ
easat-10823	15	7	policymakers	policymaker	NOUN
easat-10823	15	8	seeking	seek	VERB
easat-10823	15	9	to	to	PART
easat-10823	15	10	enhance	enhance	VERB
easat-10823	15	11	digital	digital	ADJ
easat-10823	15	12	learning	learning	NOUN
easat-10823	15	13	environments	environment	NOUN
easat-10823	15	14	.	.	PUNCT
easat-10823	16	1	keywords	keyword	NOUN
easat-10823	16	2	:	:	PUNCT
easat-10823	16	3	adaptive	adaptive	ADJ
easat-10823	16	4	learning	learning	NOUN
easat-10823	16	5	,	,	PUNCT
easat-10823	16	6	artificial	artificial	ADJ
easat-10823	16	7	intelligence	intelligence	NOUN
easat-10823	16	8	,	,	PUNCT
easat-10823	16	9	behavioral	behavioral	ADJ
easat-10823	16	10	intention	intention	NOUN
easat-10823	16	11	,	,	PUNCT
easat-10823	16	12	digital	digital	ADJ
easat-10823	16	13	pedagogy	pedagogy	NOUN
easat-10823	16	14	,	,	PUNCT
easat-10823	16	15	e	e	PROPN
easat-10823	16	16	learning	learning	NOUN
easat-10823	16	17	,	,	PUNCT
easat-10823	16	18	higher	high	ADJ
easat-10823	16	19	education	education	NOUN
easat-10823	16	20	,	,	PUNCT
easat-10823	16	21	learning	learn	VERB
easat-10823	16	22	performance	performance	NOUN
easat-10823	16	23	.	.	PUNCT
easat-10823	17	1	1	1	X
easat-10823	17	2	.	.	X
easat-10823	17	3	introduction	introduction	NOUN
easat-10823	17	4	in	in	ADP
easat-10823	17	5	recent	recent	ADJ
easat-10823	17	6	years	year	NOUN
easat-10823	17	7	,	,	PUNCT
easat-10823	17	8	the	the	DET
easat-10823	17	9	integration	integration	NOUN
easat-10823	17	10	of	of	ADP
easat-10823	17	11	artificial	artificial	ADJ
easat-10823	17	12	intelligence	intelligence	NOUN
easat-10823	17	13	(	(	PUNCT
easat-10823	17	14	ai	ai	NOUN
easat-10823	17	15	)	)	PUNCT
easat-10823	17	16	into	into	ADP
easat-10823	17	17	education	education	NOUN
easat-10823	17	18	has	have	AUX
easat-10823	17	19	reshaped	reshape	VERB
easat-10823	17	20	the	the	DET
easat-10823	17	21	landscape	landscape	NOUN
easat-10823	17	22	of	of	ADP
easat-10823	17	23	teaching	teaching	NOUN
easat-10823	17	24	and	and	CCONJ
easat-10823	17	25	learning	learning	NOUN
easat-10823	17	26	,	,	PUNCT
easat-10823	17	27	especially	especially	ADV
easat-10823	17	28	within	within	ADP
easat-10823	17	29	e	e	NOUN
easat-10823	17	30	-	-	ADJ
easat-10823	17	31	learning	learn	VERB
easat-10823	17	32	environments	environment	NOUN
easat-10823	17	33	.	.	PUNCT
easat-10823	18	1	ai	ai	VERB
easat-10823	18	2	enables	enable	NOUN
easat-10823	18	3	features	feature	NOUN
easat-10823	18	4	such	such	ADJ
easat-10823	18	5	as	as	ADP
easat-10823	18	6	adaptive	adaptive	ADJ
easat-10823	18	7	content	content	NOUN
easat-10823	18	8	delivery	delivery	NOUN
easat-10823	18	9	,	,	PUNCT
easat-10823	18	10	intelligent	intelligent	ADJ
easat-10823	18	11	feedback	feedback	NOUN
easat-10823	18	12	,	,	PUNCT
easat-10823	18	13	and	and	CCONJ
easat-10823	18	14	predictive	predictive	ADJ
easat-10823	18	15	analytics	analytic	NOUN
easat-10823	18	16	,	,	PUNCT
easat-10823	18	17	thereby	thereby	ADV
easat-10823	18	18	supporting	support	VERB
easat-10823	18	19	personalized	personalized	ADJ
easat-10823	18	20	and	and	CCONJ
easat-10823	18	21	responsive	responsive	ADJ
easat-10823	18	22	educational	educational	ADJ
easat-10823	18	23	experiences	experience	NOUN
easat-10823	18	24	[	[	X
easat-10823	18	25	1	1	NUM
easat-10823	18	26	,	,	PUNCT
easat-10823	18	27	2	2	NUM
easat-10823	18	28	]	]	PUNCT
easat-10823	18	29	.	.	PUNCT
easat-10823	19	1	e	e	X
easat-10823	19	2	-	-	PUNCT
easat-10823	19	3	learning	learning	NOUN
easat-10823	19	4	,	,	PUNCT
easat-10823	19	5	with	with	ADP
easat-10823	19	6	its	its	PRON
easat-10823	19	7	flexible	flexible	ADJ
easat-10823	19	8	delivery	delivery	NOUN
easat-10823	19	9	and	and	CCONJ
easat-10823	19	10	digital	digital	ADJ
easat-10823	19	11	infrastructure	infrastructure	NOUN
easat-10823	19	12	,	,	PUNCT
easat-10823	19	13	provides	provide	VERB
easat-10823	19	14	the	the	DET
easat-10823	19	15	backbone	backbone	NOUN
easat-10823	19	16	for	for	ADP
easat-10823	19	17	these	these	DET
easat-10823	19	18	intelligent	intelligent	ADJ
easat-10823	19	19	enhancements	enhancement	NOUN
easat-10823	19	20	.	.	PUNCT
easat-10823	20	1	higher	high	ADJ
easat-10823	20	2	education	education	NOUN
easat-10823	20	3	institutions	institution	NOUN
easat-10823	20	4	increasingly	increasingly	ADV
easat-10823	20	5	adopt	adopt	VERB
easat-10823	20	6	ai	ai	AUX
easat-10823	20	7	-	-	PUNCT
easat-10823	20	8	enhanced	enhance	VERB
easat-10823	20	9	e	e	NOUN
easat-10823	20	10	-	-	ADJ
easat-10823	20	11	learning	learn	VERB
easat-10823	20	12	systems	system	NOUN
easat-10823	20	13	to	to	PART
easat-10823	20	14	boost	boost	VERB
easat-10823	20	15	student	student	NOUN
easat-10823	20	16	engagement	engagement	NOUN
easat-10823	20	17	,	,	PUNCT
easat-10823	20	18	performance	performance	NOUN
easat-10823	20	19	,	,	PUNCT
easat-10823	20	20	and	and	CCONJ
easat-10823	20	21	collaboration	collaboration	NOUN
easat-10823	20	22	[	[	X
easat-10823	20	23	3	3	NUM
easat-10823	20	24	,	,	PUNCT
easat-10823	20	25	4	4	NUM
easat-10823	20	26	]	]	PUNCT
easat-10823	20	27	.	.	PUNCT
easat-10823	21	1	by	by	ADP
easat-10823	21	2	leveraging	leverage	VERB
easat-10823	21	3	data	datum	NOUN
easat-10823	21	4	about	about	ADP
easat-10823	21	5	learner	learner	NOUN
easat-10823	21	6	behavior	behavior	NOUN
easat-10823	21	7	,	,	PUNCT
easat-10823	21	8	these	these	DET
easat-10823	21	9	systems	system	NOUN
easat-10823	21	10	can	can	AUX
easat-10823	21	11	tailor	tailor	VERB
easat-10823	21	12	instruction	instruction	NOUN
easat-10823	21	13	,	,	PUNCT
easat-10823	21	14	identify	identify	VERB
easat-10823	21	15	at	at	ADP
easat-10823	21	16	-	-	PUNCT
easat-10823	21	17	risk	risk	NOUN
easat-10823	21	18	students	student	NOUN
easat-10823	21	19	,	,	PUNCT
easat-10823	21	20	and	and	CCONJ
easat-10823	21	21	recommend	recommend	VERB
easat-10823	21	22	interventions	intervention	NOUN
easat-10823	21	23	in	in	ADP
easat-10823	21	24	real	real	ADJ
easat-10823	21	25	time	time	NOUN
easat-10823	21	26	[	[	X
easat-10823	21	27	5	5	NUM
easat-10823	21	28	]	]	PUNCT
easat-10823	21	29	.	.	PUNCT
easat-10823	22	1	despite	despite	SCONJ
easat-10823	22	2	this	this	DET
easat-10823	22	3	momentum	momentum	NOUN
easat-10823	22	4	,	,	PUNCT
easat-10823	22	5	gaps	gap	NOUN
easat-10823	22	6	remain	remain	VERB
easat-10823	22	7	in	in	ADP
easat-10823	22	8	understanding	understanding	NOUN
easat-10823	22	9	how	how	SCONJ
easat-10823	22	10	students	student	NOUN
easat-10823	22	11	perceive	perceive	VERB
easat-10823	22	12	the	the	DET
easat-10823	22	13	utility	utility	NOUN
easat-10823	22	14	,	,	PUNCT
easat-10823	22	15	usability	usability	NOUN
easat-10823	22	16	,	,	PUNCT
easat-10823	22	17	and	and	CCONJ
easat-10823	22	18	effectiveness	effectiveness	NOUN
easat-10823	22	19	of	of	ADP
easat-10823	22	20	ai	ai	ADJ
easat-10823	22	21	tools	tool	NOUN
easat-10823	22	22	embedded	embed	VERB
easat-10823	22	23	in	in	ADP
easat-10823	22	24	e	e	NOUN
easat-10823	22	25	-	-	ADJ
easat-10823	22	26	learning	learn	VERB
easat-10823	22	27	platforms	platform	NOUN
easat-10823	22	28	,	,	PUNCT
easat-10823	22	29	particularly	particularly	ADV
easat-10823	22	30	within	within	ADP
easat-10823	22	31	specialized	specialized	ADJ
easat-10823	22	32	disciplines	discipline	NOUN
easat-10823	22	33	such	such	ADJ
easat-10823	22	34	as	as	ADP
easat-10823	22	35	computing	computing	NOUN
easat-10823	22	36	and	and	CCONJ
easat-10823	22	37	information	information	NOUN
easat-10823	22	38	.	.	PUNCT
easat-10823	23	1	to	to	PART
easat-10823	23	2	better	well	ADV
easat-10823	23	3	understand	understand	VERB
easat-10823	23	4	individuals	individual	NOUN
easat-10823	23	5	’	'	PUNCT
easat-10823	23	6	intentions	intention	NOUN
easat-10823	23	7	to	to	PART
easat-10823	23	8	adopt	adopt	VERB
easat-10823	23	9	and	and	CCONJ
easat-10823	23	10	accept	accept	VERB
easat-10823	23	11	new	new	ADJ
easat-10823	23	12	technologies	technology	NOUN
easat-10823	23	13	,	,	PUNCT
easat-10823	23	14	many	many	ADJ
easat-10823	23	15	researchers	researcher	NOUN
easat-10823	23	16	have	have	AUX
easat-10823	23	17	employed	employ	VERB
easat-10823	23	18	the	the	DET
easat-10823	23	19	technology	technology	NOUN
easat-10823	23	20	acceptance	acceptance	NOUN
easat-10823	23	21	model	model	NOUN
easat-10823	23	22	(	(	PUNCT
easat-10823	23	23	tam	tam	PROPN
easat-10823	23	24	)	)	PUNCT
easat-10823	23	25	.	.	PUNCT
easat-10823	24	1	the	the	DET
easat-10823	24	2	technology	technology	NOUN
easat-10823	24	3	acceptance	acceptance	NOUN
easat-10823	24	4	model	model	NOUN
easat-10823	24	5	(	(	PUNCT
easat-10823	24	6	tam	tam	PROPN
easat-10823	24	7	)	)	PUNCT
easat-10823	24	8	was	be	AUX
easat-10823	24	9	developed	develop	VERB
easat-10823	24	10	by	by	ADP
easat-10823	24	11	davis	davis	PROPN
easat-10823	24	12	[	[	X
easat-10823	24	13	6	6	NUM
easat-10823	24	14	]	]	PUNCT
easat-10823	24	15	is	be	AUX
easat-10823	24	16	one	one	NUM
easat-10823	24	17	of	of	ADP
easat-10823	24	18	the	the	DET
easat-10823	24	19	most	most	ADV
easat-10823	24	20	commonly	commonly	ADV
easat-10823	24	21	applied	apply	VERB
easat-10823	24	22	frameworks	framework	NOUN
easat-10823	24	23	for	for	ADP
easat-10823	24	24	191	191	NUM
easat-10823	24	25	edelweiss	edelweiss	PROPN
easat-10823	24	26	applied	apply	VERB
easat-10823	24	27	science	science	NOUN
easat-10823	24	28	and	and	CCONJ
easat-10823	24	29	technology	technology	NOUN
easat-10823	24	30	issn	issn	PROPN
easat-10823	24	31	:	:	PUNCT
easat-10823	24	32	2576	2576	NUM
easat-10823	24	33	-	-	SYM
easat-10823	24	34	8484	8484	NUM
easat-10823	24	35	vol	vol	NOUN
easat-10823	24	36	.	.	PROPN
easat-10823	25	1	9	9	NUM
easat-10823	25	2	,	,	PUNCT
easat-10823	25	3	no	no	INTJ
easat-10823	25	4	.	.	NOUN
easat-10823	25	5	11	11	NUM
easat-10823	25	6	:	:	PUNCT
easat-10823	25	7	190	190	NUM
easat-10823	25	8	-	-	SYM
easat-10823	25	9	197	197	NUM
easat-10823	25	10	,	,	PUNCT
easat-10823	25	11	2025	2025	NUM
easat-10823	25	12	doi	doi	NOUN
easat-10823	25	13	:	:	PUNCT
easat-10823	25	14	10.55214/2576	10.55214/2576	NUM
easat-10823	25	15	-	-	SYM
easat-10823	25	16	8484.v9i11.10823	8484.v9i11.10823	PRON
easat-10823	25	17	©	©	PROPN
easat-10823	25	18	2025	2025	NUM
easat-10823	25	19	by	by	ADP
easat-10823	25	20	the	the	DET
easat-10823	25	21	author	author	NOUN
easat-10823	25	22	;	;	PUNCT
easat-10823	25	23	licensee	licensee	NOUN
easat-10823	25	24	learning	learn	VERB
easat-10823	25	25	gate	gate	NOUN
easat-10823	25	26	examining	examine	VERB
easat-10823	25	27	users	user	NOUN
easat-10823	25	28	’	'	PUNCT
easat-10823	25	29	acceptance	acceptance	NOUN
easat-10823	25	30	of	of	ADP
easat-10823	25	31	technology	technology	NOUN
easat-10823	26	1	[	[	X
easat-10823	26	2	7	7	NUM
easat-10823	26	3	]	]	PUNCT
easat-10823	26	4	.	.	PUNCT
easat-10823	27	1	its	its	PRON
easat-10823	27	2	primary	primary	ADJ
easat-10823	27	3	aim	aim	NOUN
easat-10823	27	4	is	be	AUX
easat-10823	27	5	to	to	PART
easat-10823	27	6	explain	explain	VERB
easat-10823	27	7	and	and	CCONJ
easat-10823	27	8	predict	predict	VERB
easat-10823	27	9	users	user	NOUN
easat-10823	27	10	’	’	PART
easat-10823	27	11	behaviors	behavior	NOUN
easat-10823	27	12	regarding	regard	VERB
easat-10823	27	13	the	the	DET
easat-10823	27	14	adoption	adoption	NOUN
easat-10823	27	15	of	of	ADP
easat-10823	27	16	new	new	ADJ
easat-10823	27	17	ai	ai	PROPN
easat-10823	27	18	technologies	technology	NOUN
easat-10823	27	19	in	in	ADP
easat-10823	27	20	e	e	NOUN
easat-10823	27	21	-	-	NOUN
easat-10823	27	22	learning	learn	VERB
easat-10823	27	23	[	[	X
easat-10823	27	24	8	8	NUM
easat-10823	27	25	]	]	PUNCT
easat-10823	27	26	.	.	PUNCT
easat-10823	28	1	this	this	DET
easat-10823	28	2	study	study	NOUN
easat-10823	28	3	aims	aim	VERB
easat-10823	28	4	to	to	PART
easat-10823	28	5	explore	explore	VERB
easat-10823	28	6	the	the	DET
easat-10823	28	7	perceptions	perception	NOUN
easat-10823	28	8	of	of	ADP
easat-10823	28	9	undergraduate	undergraduate	ADJ
easat-10823	28	10	students	student	NOUN
easat-10823	28	11	at	at	ADP
easat-10823	28	12	al	al	PROPN
easat-10823	28	13	-	-	PUNCT
easat-10823	28	14	baha	baha	PROPN
easat-10823	28	15	university	university	PROPN
easat-10823	28	16	regarding	regard	VERB
easat-10823	28	17	ai	ai	NOUN
easat-10823	28	18	-	-	PUNCT
easat-10823	28	19	integrated	integrate	VERB
easat-10823	28	20	e	e	NOUN
easat-10823	28	21	-	-	ADJ
easat-10823	28	22	learning	learning	ADJ
easat-10823	28	23	tools	tool	NOUN
easat-10823	28	24	.	.	PUNCT
easat-10823	29	1	the	the	DET
easat-10823	29	2	primary	primary	ADJ
easat-10823	29	3	objective	objective	NOUN
easat-10823	29	4	is	be	AUX
easat-10823	29	5	to	to	PART
easat-10823	29	6	assess	assess	VERB
easat-10823	29	7	how	how	SCONJ
easat-10823	29	8	students	student	NOUN
easat-10823	29	9	evaluate	evaluate	VERB
easat-10823	29	10	the	the	DET
easat-10823	29	11	intention	intention	NOUN
easat-10823	29	12	of	of	ADP
easat-10823	29	13	usability	usability	NOUN
easat-10823	29	14	,	,	PUNCT
easat-10823	29	15	usefulness	usefulness	NOUN
easat-10823	29	16	,	,	PUNCT
easat-10823	29	17	and	and	CCONJ
easat-10823	29	18	overall	overall	ADJ
easat-10823	29	19	effectiveness	effectiveness	NOUN
easat-10823	29	20	of	of	ADP
easat-10823	29	21	these	these	DET
easat-10823	29	22	tools	tool	NOUN
easat-10823	29	23	in	in	ADP
easat-10823	29	24	their	their	PRON
easat-10823	29	25	academic	academic	ADJ
easat-10823	29	26	performance	performance	NOUN
easat-10823	29	27	.	.	PUNCT
easat-10823	30	1	additionally	additionally	ADV
easat-10823	30	2	,	,	PUNCT
easat-10823	30	3	the	the	DET
easat-10823	30	4	research	research	NOUN
easat-10823	30	5	seeks	seek	VERB
easat-10823	30	6	to	to	PART
easat-10823	30	7	determine	determine	VERB
easat-10823	30	8	the	the	DET
easat-10823	30	9	extent	extent	NOUN
easat-10823	30	10	to	to	PART
easat-10823	30	11	which	which	PRON
easat-10823	30	12	students	student	NOUN
easat-10823	30	13	believe	believe	VERB
easat-10823	30	14	that	that	SCONJ
easat-10823	30	15	ai	ai	VERB
easat-10823	30	16	integration	integration	NOUN
easat-10823	30	17	enhances	enhance	VERB
easat-10823	30	18	their	their	PRON
easat-10823	30	19	learning	learn	VERB
easat-10823	30	20	outcomes	outcome	NOUN
easat-10823	30	21	and	and	CCONJ
easat-10823	30	22	promotes	promote	VERB
easat-10823	30	23	academic	academic	ADJ
easat-10823	30	24	collaboration	collaboration	NOUN
easat-10823	30	25	.	.	PUNCT
easat-10823	31	1	another	another	DET
easat-10823	31	2	core	core	NOUN
easat-10823	31	3	objective	objective	NOUN
easat-10823	31	4	is	be	AUX
easat-10823	31	5	to	to	PART
easat-10823	31	6	identify	identify	VERB
easat-10823	31	7	the	the	DET
easat-10823	31	8	challenges	challenge	NOUN
easat-10823	31	9	and	and	CCONJ
easat-10823	31	10	limitations	limitation	NOUN
easat-10823	31	11	students	student	NOUN
easat-10823	31	12	face	face	VERB
easat-10823	31	13	when	when	SCONJ
easat-10823	31	14	engaging	engage	VERB
easat-10823	31	15	with	with	ADP
easat-10823	31	16	ai	ai	ADV
easat-10823	31	17	-	-	PUNCT
easat-10823	31	18	driven	drive	VERB
easat-10823	31	19	e	e	NOUN
easat-10823	31	20	-	-	ADJ
easat-10823	31	21	learning	learn	VERB
easat-10823	31	22	systems	system	NOUN
easat-10823	31	23	.	.	PUNCT
easat-10823	32	1	through	through	ADP
easat-10823	32	2	this	this	DET
easat-10823	32	3	exploration	exploration	NOUN
easat-10823	32	4	,	,	PUNCT
easat-10823	32	5	the	the	DET
easat-10823	32	6	study	study	NOUN
easat-10823	32	7	intends	intend	VERB
easat-10823	32	8	to	to	PART
easat-10823	32	9	generate	generate	VERB
easat-10823	32	10	empirical	empirical	ADJ
easat-10823	32	11	insights	insight	NOUN
easat-10823	32	12	and	and	CCONJ
easat-10823	32	13	actionable	actionable	ADJ
easat-10823	32	14	recommendations	recommendation	NOUN
easat-10823	32	15	that	that	PRON
easat-10823	32	16	can	can	AUX
easat-10823	32	17	support	support	VERB
easat-10823	32	18	the	the	DET
easat-10823	32	19	effective	effective	ADJ
easat-10823	32	20	and	and	CCONJ
easat-10823	32	21	ethical	ethical	ADJ
easat-10823	32	22	implementation	implementation	NOUN
easat-10823	32	23	of	of	ADP
easat-10823	32	24	ai	ai	PROPN
easat-10823	32	25	technologies	technology	NOUN
easat-10823	32	26	in	in	ADP
easat-10823	32	27	digital	digital	ADJ
easat-10823	32	28	learning	learning	NOUN
easat-10823	32	29	environments	environment	NOUN
easat-10823	32	30	.	.	PUNCT
easat-10823	33	1	2	2	X
easat-10823	33	2	.	.	X
easat-10823	33	3	literature	literature	NOUN
easat-10823	33	4	review	review	VERB
easat-10823	33	5	adaptive	adaptive	ADJ
easat-10823	33	6	learning	learning	NOUN
easat-10823	33	7	,	,	PUNCT
easat-10823	33	8	powered	power	VERB
easat-10823	33	9	by	by	ADP
easat-10823	33	10	ai	ai	NOUN
easat-10823	33	11	,	,	PUNCT
easat-10823	33	12	is	be	AUX
easat-10823	33	13	one	one	NUM
easat-10823	33	14	of	of	ADP
easat-10823	33	15	the	the	DET
easat-10823	33	16	most	most	ADV
easat-10823	33	17	prominent	prominent	ADJ
easat-10823	33	18	themes	theme	NOUN
easat-10823	33	19	in	in	ADP
easat-10823	33	20	the	the	DET
easat-10823	33	21	literature	literature	NOUN
easat-10823	33	22	on	on	ADP
easat-10823	33	23	ai	ai	VERB
easat-10823	33	24	in	in	ADP
easat-10823	33	25	education	education	NOUN
easat-10823	33	26	.	.	PUNCT
easat-10823	34	1	it	it	PRON
easat-10823	34	2	refers	refer	VERB
easat-10823	34	3	to	to	ADP
easat-10823	34	4	systems	system	NOUN
easat-10823	34	5	that	that	PRON
easat-10823	34	6	adjust	adjust	VERB
easat-10823	34	7	instructional	instructional	ADJ
easat-10823	34	8	content	content	NOUN
easat-10823	34	9	,	,	PUNCT
easat-10823	34	10	pacing	pacing	NOUN
easat-10823	34	11	,	,	PUNCT
easat-10823	34	12	and	and	CCONJ
easat-10823	34	13	difficulty	difficulty	NOUN
easat-10823	34	14	in	in	ADP
easat-10823	34	15	real	real	ADJ
easat-10823	34	16	time	time	NOUN
easat-10823	34	17	,	,	PUNCT
easat-10823	34	18	based	base	VERB
easat-10823	34	19	on	on	ADP
easat-10823	34	20	learner	learner	NOUN
easat-10823	34	21	performance	performance	NOUN
easat-10823	34	22	and	and	CCONJ
easat-10823	34	23	behavior	behavior	NOUN
easat-10823	34	24	[	[	X
easat-10823	34	25	9	9	NUM
easat-10823	34	26	,	,	PUNCT
easat-10823	34	27	10	10	NUM
easat-10823	34	28	]	]	PUNCT
easat-10823	34	29	.	.	PUNCT
easat-10823	35	1	a	a	DET
easat-10823	35	2	comprehensive	comprehensive	ADJ
easat-10823	35	3	review	review	NOUN
easat-10823	35	4	in	in	ADP
easat-10823	35	5	2023	2023	NUM
easat-10823	35	6	found	find	VERB
easat-10823	35	7	that	that	PRON
easat-10823	35	8	ai	ai	VERB
easat-10823	35	9	/	/	SYM
easat-10823	35	10	ml	ml	NOUN
easat-10823	35	11	techniques	technique	NOUN
easat-10823	35	12	have	have	AUX
easat-10823	35	13	been	be	AUX
easat-10823	35	14	extensively	extensively	ADV
easat-10823	35	15	employed	employ	VERB
easat-10823	35	16	in	in	ADP
easat-10823	35	17	e	e	NOUN
easat-10823	35	18	-	-	NOUN
easat-10823	35	19	learning	learn	VERB
easat-10823	35	20	to	to	PART
easat-10823	35	21	optimize	optimize	VERB
easat-10823	35	22	learning	learning	NOUN
easat-10823	35	23	paths	path	NOUN
easat-10823	35	24	,	,	PUNCT
easat-10823	35	25	increase	increase	VERB
easat-10823	35	26	engagement	engagement	NOUN
easat-10823	35	27	,	,	PUNCT
easat-10823	35	28	and	and	CCONJ
easat-10823	35	29	improve	improve	VERB
easat-10823	35	30	performance	performance	NOUN
easat-10823	35	31	across	across	ADP
easat-10823	35	32	diverse	diverse	ADJ
easat-10823	35	33	contexts	context	NOUN
easat-10823	36	1	[	[	X
easat-10823	36	2	9	9	NUM
easat-10823	36	3	]	]	PUNCT
easat-10823	36	4	.	.	PUNCT
easat-10823	37	1	the	the	DET
easat-10823	37	2	review	review	NOUN
easat-10823	37	3	covered	cover	VERB
easat-10823	37	4	several	several	ADJ
easat-10823	37	5	articles	article	NOUN
easat-10823	37	6	published	publish	VERB
easat-10823	37	7	since	since	SCONJ
easat-10823	37	8	2010	2010	NUM
easat-10823	37	9	,	,	PUNCT
easat-10823	37	10	highlighting	highlight	VERB
easat-10823	37	11	benefits	benefit	NOUN
easat-10823	37	12	as	as	ADV
easat-10823	37	13	well	well	ADV
easat-10823	37	14	as	as	ADP
easat-10823	37	15	challenges	challenge	NOUN
easat-10823	37	16	such	such	ADJ
easat-10823	37	17	as	as	ADP
easat-10823	37	18	privacy	privacy	NOUN
easat-10823	37	19	and	and	CCONJ
easat-10823	37	20	system	system	NOUN
easat-10823	37	21	complexity.[9	complexity.[9	NOUN
easat-10823	37	22	]	]	PROPN
easat-10823	37	23	.	.	PUNCT
easat-10823	38	1	another	another	DET
easat-10823	38	2	study	study	NOUN
easat-10823	38	3	examined	examine	VERB
easat-10823	38	4	algorithms	algorithm	NOUN
easat-10823	38	5	and	and	CCONJ
easat-10823	38	6	frameworks	framework	NOUN
easat-10823	38	7	for	for	ADP
easat-10823	38	8	adaptive	adaptive	ADJ
easat-10823	38	9	ai	ai	PROPN
easat-10823	38	10	systems	system	NOUN
easat-10823	38	11	,	,	PUNCT
easat-10823	38	12	emphasizing	emphasize	VERB
easat-10823	38	13	how	how	SCONJ
easat-10823	38	14	learner	learner	NOUN
easat-10823	38	15	modeling	modeling	NOUN
easat-10823	38	16	and	and	CCONJ
easat-10823	38	17	predictive	predictive	ADJ
easat-10823	38	18	analytics	analytic	NOUN
easat-10823	38	19	are	be	AUX
easat-10823	38	20	central	central	ADJ
easat-10823	38	21	to	to	ADP
easat-10823	38	22	these	these	DET
easat-10823	38	23	systems	system	NOUN
easat-10823	38	24	[	[	X
easat-10823	38	25	11	11	NUM
easat-10823	38	26	]	]	PUNCT
easat-10823	38	27	.	.	PUNCT
easat-10823	39	1	a	a	DET
easat-10823	39	2	separate	separate	ADJ
easat-10823	39	3	systematic	systematic	ADJ
easat-10823	39	4	review	review	NOUN
easat-10823	39	5	synthesized	synthesize	VERB
easat-10823	39	6	modern	modern	ADJ
easat-10823	39	7	research	research	NOUN
easat-10823	39	8	trends	trend	NOUN
easat-10823	39	9	,	,	PUNCT
easat-10823	39	10	revealing	reveal	VERB
easat-10823	39	11	patterns	pattern	NOUN
easat-10823	39	12	in	in	ADP
easat-10823	39	13	application	application	NOUN
easat-10823	39	14	,	,	PUNCT
easat-10823	39	15	benefits	benefit	NOUN
easat-10823	39	16	,	,	PUNCT
easat-10823	39	17	and	and	CCONJ
easat-10823	39	18	research	research	NOUN
easat-10823	39	19	gaps	gap	NOUN
easat-10823	39	20	in	in	ADP
easat-10823	39	21	ai	ai	ADJ
easat-10823	39	22	-	-	PUNCT
easat-10823	39	23	adaptive	adaptive	ADJ
easat-10823	39	24	systems	system	NOUN
easat-10823	39	25	[	[	X
easat-10823	39	26	12	12	NUM
easat-10823	39	27	]	]	PUNCT
easat-10823	39	28	.	.	PUNCT
easat-10823	40	1	a	a	DET
easat-10823	40	2	crucial	crucial	ADJ
easat-10823	40	3	benefit	benefit	NOUN
easat-10823	40	4	of	of	ADP
easat-10823	40	5	ai	ai	NOUN
easat-10823	40	6	in	in	ADP
easat-10823	40	7	e	e	NOUN
easat-10823	40	8	-	-	ADJ
easat-10823	40	9	learning	learn	VERB
easat-10823	40	10	lies	lie	VERB
easat-10823	40	11	in	in	ADP
easat-10823	40	12	automated	automate	VERB
easat-10823	40	13	assessment	assessment	NOUN
easat-10823	40	14	and	and	CCONJ
easat-10823	40	15	feedback	feedback	NOUN
easat-10823	40	16	.	.	PUNCT
easat-10823	41	1	ai	ai	AUX
easat-10823	41	2	-	-	PUNCT
easat-10823	41	3	based	base	VERB
easat-10823	41	4	systems	system	NOUN
easat-10823	41	5	can	can	AUX
easat-10823	41	6	grade	grade	VERB
easat-10823	41	7	assignments	assignment	NOUN
easat-10823	41	8	,	,	PUNCT
easat-10823	41	9	quizzes	quiz	NOUN
easat-10823	41	10	,	,	PUNCT
easat-10823	41	11	and	and	CCONJ
easat-10823	41	12	short	short	ADJ
easat-10823	41	13	answers	answer	NOUN
easat-10823	41	14	,	,	PUNCT
easat-10823	41	15	and	and	CCONJ
easat-10823	41	16	provide	provide	VERB
easat-10823	41	17	instant	instant	NOUN
easat-10823	41	18	,	,	PUNCT
easat-10823	41	19	tailored	tailor	VERB
easat-10823	41	20	feedback	feedback	NOUN
easat-10823	41	21	,	,	PUNCT
easat-10823	41	22	reducing	reduce	VERB
easat-10823	41	23	instructor	instructor	NOUN
easat-10823	41	24	load	load	NOUN
easat-10823	41	25	and	and	CCONJ
easat-10823	41	26	increasing	increase	VERB
easat-10823	41	27	responsiveness	responsiveness	NOUN
easat-10823	41	28	[	[	X
easat-10823	41	29	10	10	NUM
easat-10823	41	30	,	,	PUNCT
easat-10823	41	31	11	11	NUM
easat-10823	41	32	,	,	PUNCT
easat-10823	41	33	13	13	NUM
easat-10823	41	34	]	]	PUNCT
easat-10823	41	35	.	.	PUNCT
easat-10823	42	1	for	for	ADP
easat-10823	42	2	example	example	NOUN
easat-10823	42	3	,	,	PUNCT
easat-10823	42	4	a	a	DET
easat-10823	42	5	study	study	NOUN
easat-10823	42	6	conducted	conduct	VERB
easat-10823	42	7	in	in	ADP
easat-10823	42	8	a	a	DET
easat-10823	42	9	moodle	moodle	ADJ
easat-10823	42	10	environment	environment	NOUN
easat-10823	42	11	showed	show	VERB
easat-10823	42	12	that	that	SCONJ
easat-10823	42	13	pre	pre	ADJ
easat-10823	42	14	-	-	ADJ
easat-10823	42	15	service	service	ADJ
easat-10823	42	16	teachers	teacher	NOUN
easat-10823	42	17	using	use	VERB
easat-10823	42	18	ai	ai	NOUN
easat-10823	42	19	-	-	PUNCT
easat-10823	42	20	based	base	VERB
easat-10823	42	21	personalized	personalized	ADJ
easat-10823	42	22	tools	tool	NOUN
easat-10823	42	23	improved	improve	VERB
easat-10823	42	24	in	in	ADP
easat-10823	42	25	performance	performance	NOUN
easat-10823	42	26	,	,	PUNCT
easat-10823	42	27	motivation	motivation	NOUN
easat-10823	42	28	,	,	PUNCT
easat-10823	42	29	and	and	CCONJ
easat-10823	42	30	engagement	engagement	NOUN
easat-10823	42	31	compared	compare	VERB
easat-10823	42	32	to	to	ADP
easat-10823	42	33	a	a	DET
easat-10823	42	34	control	control	NOUN
easat-10823	42	35	group	group	NOUN
easat-10823	42	36	[	[	X
easat-10823	42	37	14	14	NUM
easat-10823	42	38	]	]	PUNCT
easat-10823	42	39	.	.	PUNCT
easat-10823	43	1	learning	learn	VERB
easat-10823	43	2	analytics	analytic	NOUN
easat-10823	43	3	,	,	PUNCT
easat-10823	43	4	another	another	DET
easat-10823	43	5	dimension	dimension	NOUN
easat-10823	43	6	of	of	ADP
easat-10823	43	7	ai	ai	NOUN
easat-10823	43	8	in	in	ADP
easat-10823	43	9	education	education	NOUN
easat-10823	43	10	,	,	PUNCT
easat-10823	43	11	uses	use	VERB
easat-10823	43	12	data	datum	NOUN
easat-10823	43	13	mining	mining	NOUN
easat-10823	43	14	,	,	PUNCT
easat-10823	43	15	predictive	predictive	ADJ
easat-10823	43	16	modeling	modeling	NOUN
easat-10823	43	17	,	,	PUNCT
easat-10823	43	18	and	and	CCONJ
easat-10823	43	19	pattern	pattern	NOUN
easat-10823	43	20	detection	detection	NOUN
easat-10823	43	21	to	to	PART
easat-10823	43	22	guide	guide	VERB
easat-10823	43	23	both	both	DET
easat-10823	43	24	instructors	instructor	NOUN
easat-10823	43	25	and	and	CCONJ
easat-10823	43	26	learners	learner	NOUN
easat-10823	43	27	.	.	PUNCT
easat-10823	44	1	one	one	NUM
easat-10823	44	2	investigation	investigation	NOUN
easat-10823	44	3	into	into	ADP
easat-10823	44	4	ai	ai	ADV
easat-10823	44	5	-	-	PUNCT
easat-10823	44	6	based	base	VERB
easat-10823	44	7	learning	learning	NOUN
easat-10823	44	8	analytics	analytic	NOUN
easat-10823	44	9	highlighted	highlight	VERB
easat-10823	44	10	how	how	SCONJ
easat-10823	44	11	predictive	predictive	ADJ
easat-10823	44	12	models	model	NOUN
easat-10823	44	13	can	can	AUX
easat-10823	44	14	intervene	intervene	VERB
easat-10823	44	15	early	early	ADV
easat-10823	44	16	to	to	PART
easat-10823	44	17	help	help	VERB
easat-10823	44	18	students	student	NOUN
easat-10823	44	19	before	before	SCONJ
easat-10823	44	20	they	they	PRON
easat-10823	44	21	fall	fall	VERB
easat-10823	44	22	behind	behind	ADP
easat-10823	44	23	[	[	X
easat-10823	44	24	1	1	NUM
easat-10823	44	25	]	]	PUNCT
easat-10823	44	26	.	.	PUNCT
easat-10823	45	1	ai	ai	VERB
easat-10823	45	2	-	-	PUNCT
easat-10823	45	3	driven	drive	VERB
easat-10823	45	4	analytics	analytic	NOUN
easat-10823	45	5	can	can	AUX
easat-10823	45	6	help	help	VERB
easat-10823	45	7	detect	detect	VERB
easat-10823	45	8	at	at	ADP
easat-10823	45	9	-	-	PUNCT
easat-10823	45	10	risk	risk	NOUN
easat-10823	45	11	learners	learner	NOUN
easat-10823	45	12	,	,	PUNCT
easat-10823	45	13	recommend	recommend	VERB
easat-10823	45	14	remedial	remedial	ADJ
easat-10823	45	15	content	content	NOUN
easat-10823	45	16	,	,	PUNCT
easat-10823	45	17	and	and	CCONJ
easat-10823	45	18	guide	guide	VERB
easat-10823	45	19	instructional	instructional	ADJ
easat-10823	45	20	design	design	NOUN
easat-10823	45	21	.	.	PUNCT
easat-10823	46	1	recent	recent	ADJ
easat-10823	46	2	advances	advance	NOUN
easat-10823	46	3	incorporate	incorporate	VERB
easat-10823	46	4	multimodal	multimodal	NOUN
easat-10823	46	5	ai	ai	NOUN
easat-10823	46	6	(	(	PUNCT
easat-10823	46	7	using	use	VERB
easat-10823	46	8	multiple	multiple	ADJ
easat-10823	46	9	data	datum	NOUN
easat-10823	46	10	sources	source	NOUN
easat-10823	46	11	such	such	ADJ
easat-10823	46	12	as	as	ADP
easat-10823	46	13	text	text	NOUN
easat-10823	46	14	,	,	PUNCT
easat-10823	46	15	audio	audio	NOUN
easat-10823	46	16	,	,	PUNCT
easat-10823	46	17	video	video	NOUN
easat-10823	46	18	)	)	PUNCT
easat-10823	46	19	and	and	CCONJ
easat-10823	46	20	explainable	explainable	ADJ
easat-10823	46	21	ai	ai	NOUN
easat-10823	46	22	(	(	PUNCT
easat-10823	46	23	xai	xai	PROPN
easat-10823	46	24	)	)	PUNCT
easat-10823	46	25	to	to	PART
easat-10823	46	26	make	make	VERB
easat-10823	46	27	adaptive	adaptive	ADJ
easat-10823	46	28	systems	system	NOUN
easat-10823	46	29	more	more	ADV
easat-10823	46	30	transparent	transparent	ADJ
easat-10823	46	31	and	and	CCONJ
easat-10823	46	32	trustworthy	trustworthy	ADJ
easat-10823	46	33	.	.	PUNCT
easat-10823	47	1	one	one	NUM
easat-10823	47	2	study	study	NOUN
easat-10823	47	3	explores	explore	VERB
easat-10823	47	4	how	how	SCONJ
easat-10823	47	5	multimodal	multimodal	ADJ
easat-10823	47	6	approaches	approach	NOUN
easat-10823	47	7	can	can	AUX
easat-10823	47	8	advance	advance	VERB
easat-10823	47	9	toward	toward	ADP
easat-10823	47	10	more	more	ADJ
easat-10823	47	11	general	general	ADJ
easat-10823	47	12	ai	ai	VERB
easat-10823	47	13	in	in	ADP
easat-10823	47	14	educational	educational	ADJ
easat-10823	47	15	contexts	context	NOUN
easat-10823	47	16	[	[	X
easat-10823	47	17	15	15	NUM
easat-10823	47	18	]	]	PUNCT
easat-10823	47	19	.	.	PUNCT
easat-10823	48	1	another	another	PRON
easat-10823	48	2	proposes	propose	VERB
easat-10823	48	3	frameworks	framework	NOUN
easat-10823	48	4	to	to	PART
easat-10823	48	5	generate	generate	VERB
easat-10823	48	6	personalized	personalized	ADJ
easat-10823	48	7	explanations	explanation	NOUN
easat-10823	48	8	that	that	SCONJ
easat-10823	48	9	learners	learner	NOUN
easat-10823	48	10	can	can	AUX
easat-10823	48	11	understand	understand	VERB
easat-10823	48	12	,	,	PUNCT
easat-10823	48	13	enhancing	enhance	VERB
easat-10823	48	14	trust	trust	NOUN
easat-10823	48	15	and	and	CCONJ
easat-10823	48	16	adoption	adoption	NOUN
easat-10823	48	17	[	[	X
easat-10823	48	18	16	16	NUM
easat-10823	48	19	]	]	PUNCT
easat-10823	48	20	.	.	PUNCT
easat-10823	49	1	generative	generative	ADJ
easat-10823	49	2	ai	ai	VERB
easat-10823	49	3	is	be	AUX
easat-10823	49	4	another	another	DET
easat-10823	49	5	emerging	emerge	VERB
easat-10823	49	6	frontier	frontier	NOUN
easat-10823	49	7	.	.	PUNCT
easat-10823	50	1	research	research	NOUN
easat-10823	50	2	in	in	ADP
easat-10823	50	3	this	this	DET
easat-10823	50	4	area	area	NOUN
easat-10823	50	5	explores	explore	VERB
easat-10823	50	6	how	how	SCONJ
easat-10823	50	7	large	large	ADJ
easat-10823	50	8	language	language	NOUN
easat-10823	50	9	models	model	NOUN
easat-10823	50	10	can	can	AUX
easat-10823	50	11	dynamically	dynamically	ADV
easat-10823	50	12	generate	generate	VERB
easat-10823	50	13	content	content	NOUN
easat-10823	50	14	and	and	CCONJ
easat-10823	50	15	adapt	adapt	VERB
easat-10823	50	16	instructions	instruction	NOUN
easat-10823	50	17	[	[	X
easat-10823	50	18	17	17	NUM
easat-10823	50	19	]	]	PUNCT
easat-10823	50	20	.	.	PUNCT
easat-10823	51	1	additional	additional	ADJ
easat-10823	51	2	work	work	NOUN
easat-10823	51	3	shows	show	VERB
easat-10823	51	4	how	how	SCONJ
easat-10823	51	5	learners	learner	NOUN
easat-10823	51	6	'	'	PART
easat-10823	51	7	feedback	feedback	NOUN
easat-10823	51	8	can	can	AUX
easat-10823	51	9	iteratively	iteratively	ADV
easat-10823	51	10	guide	guide	VERB
easat-10823	51	11	ai	ai	VERB
easat-10823	51	12	content	content	NOUN
easat-10823	51	13	generation	generation	NOUN
easat-10823	51	14	,	,	PUNCT
easat-10823	51	15	enhancing	enhance	VERB
easat-10823	51	16	personalization	personalization	NOUN
easat-10823	51	17	and	and	CCONJ
easat-10823	51	18	engagement	engagement	NOUN
easat-10823	51	19	[	[	X
easat-10823	51	20	18	18	NUM
easat-10823	51	21	]	]	PUNCT
easat-10823	51	22	.	.	PUNCT
easat-10823	52	1	empirical	empirical	ADJ
easat-10823	52	2	work	work	NOUN
easat-10823	52	3	supports	support	VERB
easat-10823	52	4	the	the	DET
easat-10823	52	5	positive	positive	ADJ
easat-10823	52	6	role	role	NOUN
easat-10823	52	7	of	of	ADP
easat-10823	52	8	ai	ai	VERB
easat-10823	52	9	in	in	ADP
easat-10823	52	10	educational	educational	ADJ
easat-10823	52	11	settings	setting	NOUN
easat-10823	52	12	.	.	PUNCT
easat-10823	53	1	an	an	DET
easat-10823	53	2	evaluation	evaluation	NOUN
easat-10823	53	3	of	of	ADP
easat-10823	53	4	an	an	DET
easat-10823	53	5	aibased	aibased	ADJ
easat-10823	53	6	adaptive	adaptive	ADJ
easat-10823	53	7	system	system	NOUN
easat-10823	53	8	in	in	ADP
easat-10823	53	9	secondary	secondary	ADJ
easat-10823	53	10	schools	school	NOUN
easat-10823	53	11	found	find	VERB
easat-10823	53	12	significant	significant	ADJ
easat-10823	53	13	improvements	improvement	NOUN
easat-10823	53	14	in	in	ADP
easat-10823	53	15	student	student	NOUN
easat-10823	53	16	performance	performance	NOUN
easat-10823	53	17	and	and	CCONJ
easat-10823	53	18	satisfaction	satisfaction	NOUN
easat-10823	53	19	,	,	PUNCT
easat-10823	53	20	particularly	particularly	ADV
easat-10823	53	21	among	among	ADP
easat-10823	53	22	lower	lower	ADV
easat-10823	53	23	-	-	PUNCT
easat-10823	53	24	performing	perform	VERB
easat-10823	53	25	students	student	NOUN
easat-10823	53	26	[	[	X
easat-10823	53	27	18	18	NUM
easat-10823	53	28	]	]	PUNCT
easat-10823	53	29	.	.	PUNCT
easat-10823	54	1	another	another	DET
easat-10823	54	2	controlled	control	VERB
easat-10823	54	3	study	study	NOUN
easat-10823	54	4	across	across	ADP
easat-10823	54	5	universities	university	NOUN
easat-10823	54	6	found	find	VERB
easat-10823	54	7	that	that	SCONJ
easat-10823	54	8	students	student	NOUN
easat-10823	54	9	using	use	VERB
easat-10823	54	10	ai	ai	ADJ
easat-10823	54	11	-	-	PUNCT
easat-10823	54	12	adaptive	adaptive	ADJ
easat-10823	54	13	systems	system	NOUN
easat-10823	54	14	outperformed	outperform	VERB
easat-10823	54	15	the	the	DET
easat-10823	54	16	control	control	NOUN
easat-10823	54	17	group	group	NOUN
easat-10823	54	18	in	in	ADP
easat-10823	54	19	engagement	engagement	NOUN
easat-10823	54	20	and	and	CCONJ
easat-10823	54	21	academic	academic	ADJ
easat-10823	54	22	achievement	achievement	NOUN
easat-10823	54	23	[	[	X
easat-10823	54	24	11	11	NUM
easat-10823	54	25	]	]	PUNCT
easat-10823	54	26	.	.	PUNCT
easat-10823	55	1	in	in	ADP
easat-10823	55	2	stem	stem	NOUN
easat-10823	55	3	education	education	NOUN
easat-10823	55	4	,	,	PUNCT
easat-10823	55	5	a	a	DET
easat-10823	55	6	computer	computer	NOUN
easat-10823	55	7	-	-	PUNCT
easat-10823	55	8	vision	vision	NOUN
easat-10823	55	9	–	–	PUNCT
easat-10823	55	10	based	base	VERB
easat-10823	55	11	engagement	engagement	NOUN
easat-10823	55	12	detection	detection	NOUN
easat-10823	55	13	system	system	NOUN
easat-10823	55	14	was	be	AUX
easat-10823	55	15	developed	develop	VERB
easat-10823	55	16	to	to	PART
easat-10823	55	17	adapt	adapt	VERB
easat-10823	55	18	learning	learning	NOUN
easat-10823	55	19	content	content	NOUN
easat-10823	55	20	,	,	PUNCT
easat-10823	55	21	finding	find	VERB
easat-10823	55	22	that	that	SCONJ
easat-10823	55	23	increased	increase	VERB
easat-10823	55	24	engagement	engagement	NOUN
easat-10823	55	25	and	and	CCONJ
easat-10823	55	26	self	self	NOUN
easat-10823	55	27	-	-	PUNCT
easat-10823	55	28	efficacy	efficacy	NOUN
easat-10823	55	29	translated	translate	VERB
easat-10823	55	30	into	into	ADP
easat-10823	55	31	better	well	ADJ
easat-10823	55	32	performance	performance	NOUN
easat-10823	55	33	192	192	NUM
easat-10823	55	34	edelweiss	edelweiss	PROPN
easat-10823	55	35	applied	apply	VERB
easat-10823	55	36	science	science	NOUN
easat-10823	55	37	and	and	CCONJ
easat-10823	55	38	technology	technology	NOUN
easat-10823	55	39	issn	issn	PROPN
easat-10823	55	40	:	:	PUNCT
easat-10823	55	41	2576	2576	NUM
easat-10823	55	42	-	-	SYM
easat-10823	55	43	8484	8484	NUM
easat-10823	55	44	vol	vol	NOUN
easat-10823	55	45	.	.	PROPN
easat-10823	56	1	9	9	NUM
easat-10823	56	2	,	,	PUNCT
easat-10823	56	3	no	no	INTJ
easat-10823	56	4	.	.	NOUN
easat-10823	56	5	11	11	NUM
easat-10823	56	6	:	:	PUNCT
easat-10823	56	7	190	190	NUM
easat-10823	56	8	-	-	SYM
easat-10823	56	9	197	197	NUM
easat-10823	56	10	,	,	PUNCT
easat-10823	56	11	2025	2025	NUM
easat-10823	56	12	doi	doi	NOUN
easat-10823	56	13	:	:	PUNCT
easat-10823	56	14	10.55214/2576	10.55214/2576	NUM
easat-10823	56	15	-	-	SYM
easat-10823	56	16	8484.v9i11.10823	8484.v9i11.10823	PRON
easat-10823	56	17	©	©	PROPN
easat-10823	56	18	2025	2025	NUM
easat-10823	56	19	by	by	ADP
easat-10823	56	20	the	the	DET
easat-10823	56	21	author	author	NOUN
easat-10823	56	22	;	;	PUNCT
easat-10823	56	23	licensee	licensee	PROPN
easat-10823	56	24	learning	learning	NOUN
easat-10823	56	25	gate	gate	NOUN
easat-10823	57	1	[	[	X
easat-10823	57	2	16	16	NUM
easat-10823	57	3	]	]	PUNCT
easat-10823	57	4	.	.	PUNCT
easat-10823	58	1	a	a	DET
easat-10823	58	2	study	study	NOUN
easat-10823	58	3	in	in	ADP
easat-10823	58	4	bangalore	bangalore	PROPN
easat-10823	58	5	examined	examine	VERB
easat-10823	58	6	the	the	DET
easat-10823	58	7	interplay	interplay	NOUN
easat-10823	58	8	between	between	ADP
easat-10823	58	9	ai	ai	PRON
easat-10823	58	10	usage	usage	NOUN
easat-10823	58	11	,	,	PUNCT
easat-10823	58	12	self	self	NOUN
easat-10823	58	13	-	-	PUNCT
easat-10823	58	14	efficacy	efficacy	NOUN
easat-10823	58	15	,	,	PUNCT
easat-10823	58	16	and	and	CCONJ
easat-10823	58	17	learning	learn	VERB
easat-10823	58	18	performance	performance	NOUN
easat-10823	58	19	,	,	PUNCT
easat-10823	58	20	uncovering	uncover	VERB
easat-10823	58	21	both	both	CCONJ
easat-10823	58	22	positive	positive	ADJ
easat-10823	58	23	correlations	correlation	NOUN
easat-10823	58	24	and	and	CCONJ
easat-10823	58	25	cautionary	cautionary	ADJ
easat-10823	58	26	associations	association	NOUN
easat-10823	58	27	with	with	ADP
easat-10823	58	28	social	social	ADJ
easat-10823	58	29	loafing	loafing	NOUN
easat-10823	58	30	behavior	behavior	NOUN
easat-10823	58	31	[	[	X
easat-10823	58	32	15	15	NUM
easat-10823	58	33	]	]	PUNCT
easat-10823	58	34	.	.	PUNCT
easat-10823	59	1	another	another	DET
easat-10823	59	2	comparison	comparison	NOUN
easat-10823	59	3	between	between	ADP
easat-10823	59	4	ai	ai	NOUN
easat-10823	59	5	-	-	PUNCT
easat-10823	59	6	based	base	VERB
easat-10823	59	7	adaptive	adaptive	ADJ
easat-10823	59	8	pedagogy	pedagogy	NOUN
easat-10823	59	9	and	and	CCONJ
easat-10823	59	10	traditional	traditional	ADJ
easat-10823	59	11	methods	method	NOUN
easat-10823	59	12	concluded	conclude	VERB
easat-10823	59	13	that	that	SCONJ
easat-10823	59	14	ai	ai	VERB
easat-10823	59	15	can	can	AUX
easat-10823	59	16	foster	foster	VERB
easat-10823	59	17	engagement	engagement	NOUN
easat-10823	59	18	and	and	CCONJ
easat-10823	59	19	personalized	personalized	ADJ
easat-10823	59	20	learning	learning	NOUN
easat-10823	59	21	,	,	PUNCT
easat-10823	59	22	though	though	SCONJ
easat-10823	59	23	concerns	concern	NOUN
easat-10823	59	24	about	about	ADP
easat-10823	59	25	ethical	ethical	ADJ
easat-10823	59	26	constraints	constraint	NOUN
easat-10823	59	27	and	and	CCONJ
easat-10823	59	28	infrastructure	infrastructure	NOUN
easat-10823	59	29	persist	persist	VERB
easat-10823	59	30	[	[	X
easat-10823	59	31	5	5	NUM
easat-10823	59	32	]	]	PUNCT
easat-10823	59	33	.	.	PUNCT
easat-10823	60	1	despite	despite	SCONJ
easat-10823	60	2	its	its	PRON
easat-10823	60	3	promise	promise	NOUN
easat-10823	60	4	,	,	PUNCT
easat-10823	60	5	ai	ai	VERB
easat-10823	60	6	integration	integration	NOUN
easat-10823	60	7	in	in	ADP
easat-10823	60	8	education	education	NOUN
easat-10823	60	9	faces	face	VERB
easat-10823	60	10	significant	significant	ADJ
easat-10823	60	11	challenges	challenge	NOUN
easat-10823	60	12	.	.	PUNCT
easat-10823	61	1	data	datum	NOUN
easat-10823	61	2	privacy	privacy	NOUN
easat-10823	61	3	and	and	CCONJ
easat-10823	61	4	security	security	NOUN
easat-10823	61	5	remain	remain	VERB
easat-10823	61	6	major	major	ADJ
easat-10823	61	7	concerns	concern	NOUN
easat-10823	61	8	,	,	PUNCT
easat-10823	61	9	particularly	particularly	ADV
easat-10823	61	10	when	when	SCONJ
easat-10823	61	11	systems	system	NOUN
easat-10823	61	12	collect	collect	VERB
easat-10823	61	13	and	and	CCONJ
easat-10823	61	14	analyze	analyze	VERB
easat-10823	61	15	sensitive	sensitive	ADJ
easat-10823	61	16	learner	learner	NOUN
easat-10823	61	17	data	datum	NOUN
easat-10823	61	18	[	[	X
easat-10823	61	19	10	10	NUM
easat-10823	61	20	,	,	PUNCT
easat-10823	61	21	12	12	NUM
easat-10823	61	22	]	]	PUNCT
easat-10823	61	23	.	.	PUNCT
easat-10823	62	1	algorithmic	algorithmic	ADJ
easat-10823	62	2	bias	bias	NOUN
easat-10823	62	3	and	and	CCONJ
easat-10823	62	4	lack	lack	NOUN
easat-10823	62	5	of	of	ADP
easat-10823	62	6	transparency	transparency	NOUN
easat-10823	62	7	may	may	AUX
easat-10823	62	8	undermine	undermine	VERB
easat-10823	62	9	learner	learner	NOUN
easat-10823	62	10	trust	trust	NOUN
easat-10823	62	11	and	and	CCONJ
easat-10823	62	12	equity	equity	NOUN
easat-10823	63	1	[	[	X
easat-10823	63	2	12	12	NUM
easat-10823	63	3	,	,	PUNCT
easat-10823	63	4	16	16	NUM
easat-10823	63	5	]	]	PUNCT
easat-10823	63	6	.	.	PUNCT
easat-10823	64	1	technical	technical	ADJ
easat-10823	64	2	infrastructure	infrastructure	NOUN
easat-10823	64	3	and	and	CCONJ
easat-10823	64	4	cost	cost	NOUN
easat-10823	64	5	barriers	barrier	NOUN
easat-10823	64	6	are	be	AUX
easat-10823	64	7	obstacles	obstacle	NOUN
easat-10823	64	8	in	in	ADP
easat-10823	64	9	many	many	ADJ
easat-10823	64	10	educational	educational	ADJ
easat-10823	64	11	institutions	institution	NOUN
easat-10823	64	12	[	[	X
easat-10823	64	13	5	5	NUM
easat-10823	64	14	,	,	PUNCT
easat-10823	64	15	11	11	NUM
easat-10823	64	16	]	]	PUNCT
easat-10823	64	17	.	.	PUNCT
easat-10823	65	1	further	far	ADV
easat-10823	65	2	,	,	PUNCT
easat-10823	65	3	human	human	ADJ
easat-10823	65	4	capacity	capacity	NOUN
easat-10823	65	5	is	be	AUX
easat-10823	65	6	essential	essential	ADJ
easat-10823	65	7	:	:	PUNCT
easat-10823	65	8	educators	educator	NOUN
easat-10823	65	9	and	and	CCONJ
easat-10823	65	10	students	student	NOUN
easat-10823	65	11	must	must	AUX
easat-10823	65	12	be	be	AUX
easat-10823	65	13	trained	train	VERB
easat-10823	65	14	to	to	PART
easat-10823	65	15	use	use	VERB
easat-10823	65	16	ai	ai	NOUN
easat-10823	65	17	tools	tool	NOUN
easat-10823	65	18	effectively	effectively	ADV
easat-10823	65	19	;	;	PUNCT
easat-10823	65	20	otherwise	otherwise	ADV
easat-10823	65	21	,	,	PUNCT
easat-10823	65	22	the	the	DET
easat-10823	65	23	technology	technology	NOUN
easat-10823	65	24	may	may	AUX
easat-10823	65	25	be	be	AUX
easat-10823	65	26	underutilized	underutilize	VERB
easat-10823	65	27	or	or	CCONJ
easat-10823	65	28	misused	misuse	VERB
easat-10823	65	29	[	[	X
easat-10823	65	30	3	3	NUM
easat-10823	65	31	,	,	PUNCT
easat-10823	65	32	5	5	NUM
easat-10823	65	33	]	]	PUNCT
easat-10823	65	34	.	.	PUNCT
easat-10823	66	1	some	some	DET
easat-10823	66	2	researchers	researcher	NOUN
easat-10823	66	3	argue	argue	VERB
easat-10823	66	4	that	that	SCONJ
easat-10823	66	5	ai	ai	VERB
easat-10823	66	6	should	should	AUX
easat-10823	66	7	augment	augment	AUX
easat-10823	66	8	,	,	PUNCT
easat-10823	66	9	not	not	PART
easat-10823	66	10	replace	replace	VERB
easat-10823	66	11	,	,	PUNCT
easat-10823	66	12	human	human	ADJ
easat-10823	66	13	teaching	teaching	NOUN
easat-10823	66	14	,	,	PUNCT
easat-10823	66	15	preserving	preserve	VERB
easat-10823	66	16	the	the	DET
easat-10823	66	17	role	role	NOUN
easat-10823	66	18	of	of	ADP
easat-10823	66	19	human	human	ADJ
easat-10823	66	20	judgment	judgment	NOUN
easat-10823	66	21	,	,	PUNCT
easat-10823	66	22	mentorship	mentorship	NOUN
easat-10823	66	23	,	,	PUNCT
easat-10823	66	24	and	and	CCONJ
easat-10823	66	25	social	social	ADJ
easat-10823	66	26	interaction	interaction	NOUN
easat-10823	66	27	[	[	X
easat-10823	66	28	5	5	NUM
easat-10823	66	29	,	,	PUNCT
easat-10823	66	30	11	11	NUM
easat-10823	66	31	]	]	PUNCT
easat-10823	66	32	.	.	PUNCT
easat-10823	67	1	while	while	SCONJ
easat-10823	67	2	abundant	abundant	ADJ
easat-10823	67	3	research	research	NOUN
easat-10823	67	4	explores	explore	NOUN
easat-10823	67	5	ai	ai	VERB
easat-10823	67	6	in	in	ADP
easat-10823	67	7	educational	educational	ADJ
easat-10823	67	8	theory	theory	NOUN
easat-10823	67	9	and	and	CCONJ
easat-10823	67	10	controlled	control	VERB
easat-10823	67	11	settings	setting	NOUN
easat-10823	67	12	,	,	PUNCT
easat-10823	67	13	fewer	few	ADJ
easat-10823	67	14	studies	study	NOUN
easat-10823	67	15	capture	capture	VERB
easat-10823	67	16	learners	learner	NOUN
easat-10823	67	17	’	'	PUNCT
easat-10823	67	18	perceptions	perception	NOUN
easat-10823	67	19	within	within	ADP
easat-10823	67	20	specific	specific	ADJ
easat-10823	67	21	disciplinary	disciplinary	ADJ
easat-10823	67	22	contexts	contexts	NOUN
easat-10823	67	23	in	in	ADP
easat-10823	67	24	real	real	ADJ
easat-10823	67	25	-	-	PUNCT
easat-10823	67	26	world	world	NOUN
easat-10823	67	27	universities	university	NOUN
easat-10823	67	28	.	.	PUNCT
easat-10823	68	1	this	this	DET
easat-10823	68	2	study	study	NOUN
easat-10823	68	3	addresses	address	VERB
easat-10823	68	4	that	that	DET
easat-10823	68	5	gap	gap	NOUN
easat-10823	68	6	by	by	ADP
easat-10823	68	7	focusing	focus	VERB
easat-10823	68	8	on	on	ADP
easat-10823	68	9	computing	computing	NOUN
easat-10823	68	10	and	and	CCONJ
easat-10823	68	11	information	information	NOUN
easat-10823	68	12	students	student	NOUN
easat-10823	68	13	’	'	PUNCT
easat-10823	68	14	experiences	experience	NOUN
easat-10823	68	15	at	at	ADP
easat-10823	68	16	al	al	PROPN
easat-10823	68	17	-	-	PUNCT
easat-10823	68	18	baha	baha	PROPN
easat-10823	68	19	university	university	PROPN
easat-10823	68	20	,	,	PUNCT
easat-10823	68	21	assessing	assess	VERB
easat-10823	68	22	perceived	perceive	VERB
easat-10823	68	23	usability	usability	NOUN
easat-10823	68	24	,	,	PUNCT
easat-10823	68	25	effectiveness	effectiveness	NOUN
easat-10823	68	26	,	,	PUNCT
easat-10823	68	27	and	and	CCONJ
easat-10823	68	28	challenges	challenge	NOUN
easat-10823	68	29	.	.	PUNCT
easat-10823	69	1	it	it	PRON
easat-10823	69	2	adds	add	VERB
easat-10823	69	3	to	to	ADP
easat-10823	69	4	the	the	DET
easat-10823	69	5	literature	literature	NOUN
easat-10823	69	6	by	by	ADP
easat-10823	69	7	providing	provide	VERB
easat-10823	69	8	localized	localize	VERB
easat-10823	69	9	,	,	PUNCT
easat-10823	69	10	empirical	empirical	ADJ
easat-10823	69	11	insights	insight	NOUN
easat-10823	69	12	that	that	PRON
easat-10823	69	13	can	can	AUX
easat-10823	69	14	inform	inform	VERB
easat-10823	69	15	implementation	implementation	NOUN
easat-10823	69	16	strategies	strategy	NOUN
easat-10823	69	17	in	in	ADP
easat-10823	69	18	similar	similar	ADJ
easat-10823	69	19	settings	setting	NOUN
easat-10823	69	20	.	.	PUNCT
easat-10823	70	1	3	3	X
easat-10823	70	2	.	.	X
easat-10823	70	3	research	research	NOUN
easat-10823	70	4	methodology	methodology	NOUN
easat-10823	70	5	this	this	DET
easat-10823	70	6	study	study	NOUN
easat-10823	70	7	adopts	adopt	VERB
easat-10823	70	8	a	a	DET
easat-10823	70	9	descriptive	descriptive	ADJ
easat-10823	70	10	quantitative	quantitative	ADJ
easat-10823	70	11	research	research	NOUN
easat-10823	70	12	design	design	NOUN
easat-10823	70	13	to	to	PART
easat-10823	70	14	explore	explore	VERB
easat-10823	70	15	and	and	CCONJ
easat-10823	70	16	analyze	analyze	VERB
easat-10823	70	17	undergraduate	undergraduate	ADJ
easat-10823	70	18	students	student	NOUN
easat-10823	70	19	’	’	PART
easat-10823	70	20	perceptions	perception	NOUN
easat-10823	70	21	regarding	regard	VERB
easat-10823	70	22	the	the	DET
easat-10823	70	23	use	use	NOUN
easat-10823	70	24	of	of	ADP
easat-10823	70	25	artificial	artificial	ADJ
easat-10823	70	26	intelligence	intelligence	NOUN
easat-10823	70	27	(	(	PUNCT
easat-10823	70	28	ai	ai	AUX
easat-10823	70	29	)	)	PUNCT
easat-10823	70	30	integrated	integrate	VERB
easat-10823	70	31	with	with	ADP
easat-10823	70	32	e	e	NOUN
easat-10823	70	33	-	-	ADJ
easat-10823	70	34	learning	learning	ADJ
easat-10823	70	35	technologies	technology	NOUN
easat-10823	70	36	to	to	PART
easat-10823	70	37	enhance	enhance	VERB
easat-10823	70	38	learning	learn	VERB
easat-10823	70	39	performance	performance	NOUN
easat-10823	70	40	.	.	PUNCT
easat-10823	71	1	the	the	DET
easat-10823	71	2	quantitative	quantitative	ADJ
easat-10823	71	3	approach	approach	NOUN
easat-10823	71	4	allows	allow	VERB
easat-10823	71	5	for	for	ADP
easat-10823	71	6	the	the	DET
easat-10823	71	7	collection	collection	NOUN
easat-10823	71	8	and	and	CCONJ
easat-10823	71	9	interpretation	interpretation	NOUN
easat-10823	71	10	of	of	ADP
easat-10823	71	11	numerical	numerical	ADJ
easat-10823	71	12	data	datum	NOUN
easat-10823	71	13	that	that	PRON
easat-10823	71	14	reflect	reflect	VERB
easat-10823	71	15	learners	learner	NOUN
easat-10823	71	16	'	'	PART
easat-10823	71	17	opinions	opinion	NOUN
easat-10823	71	18	,	,	PUNCT
easat-10823	71	19	behaviors	behavior	NOUN
easat-10823	71	20	,	,	PUNCT
easat-10823	71	21	and	and	CCONJ
easat-10823	71	22	attitudes	attitude	NOUN
easat-10823	71	23	,	,	PUNCT
easat-10823	71	24	providing	provide	VERB
easat-10823	71	25	a	a	DET
easat-10823	71	26	foundation	foundation	NOUN
easat-10823	71	27	to	to	PART
easat-10823	71	28	evaluate	evaluate	VERB
easat-10823	71	29	the	the	DET
easat-10823	71	30	relationships	relationship	NOUN
easat-10823	71	31	between	between	ADP
easat-10823	71	32	ai	ai	ADV
easat-10823	71	33	-	-	PUNCT
easat-10823	71	34	based	base	VERB
easat-10823	71	35	e	e	NOUN
easat-10823	71	36	-	-	ADJ
easat-10823	71	37	learning	learning	ADJ
easat-10823	71	38	tools	tool	NOUN
easat-10823	71	39	and	and	CCONJ
easat-10823	71	40	students	student	NOUN
easat-10823	71	41	'	'	PART
easat-10823	71	42	academic	academic	ADJ
easat-10823	71	43	experiences	experience	NOUN
easat-10823	71	44	.	.	PUNCT
easat-10823	72	1	the	the	DET
easat-10823	72	2	research	research	NOUN
easat-10823	72	3	was	be	AUX
easat-10823	72	4	conducted	conduct	VERB
easat-10823	72	5	at	at	ADP
easat-10823	72	6	al	al	PROPN
easat-10823	72	7	-	-	PUNCT
easat-10823	72	8	baha	baha	PROPN
easat-10823	72	9	university	university	NOUN
easat-10823	72	10	during	during	ADP
easat-10823	72	11	the	the	DET
easat-10823	72	12	2024–2025	2024–2025	NUM
easat-10823	72	13	academic	academic	ADJ
easat-10823	72	14	year	year	NOUN
easat-10823	72	15	,	,	PUNCT
easat-10823	72	16	targeting	target	VERB
easat-10823	72	17	undergraduate	undergraduate	NOUN
easat-10823	72	18	students	student	NOUN
easat-10823	72	19	enrolled	enrol	VERB
easat-10823	72	20	in	in	ADP
easat-10823	72	21	the	the	DET
easat-10823	72	22	faculty	faculty	NOUN
easat-10823	72	23	of	of	ADP
easat-10823	72	24	computing	computing	NOUN
easat-10823	72	25	and	and	CCONJ
easat-10823	72	26	information	information	NOUN
easat-10823	72	27	.	.	PUNCT
easat-10823	73	1	participants	participant	NOUN
easat-10823	73	2	represented	represent	VERB
easat-10823	73	3	various	various	ADJ
easat-10823	73	4	academic	academic	ADJ
easat-10823	73	5	levels	level	NOUN
easat-10823	73	6	,	,	PUNCT
easat-10823	73	7	ensuring	ensure	VERB
easat-10823	73	8	a	a	DET
easat-10823	73	9	broad	broad	ADJ
easat-10823	73	10	and	and	CCONJ
easat-10823	73	11	diverse	diverse	ADJ
easat-10823	73	12	sample	sample	NOUN
easat-10823	73	13	of	of	ADP
easat-10823	73	14	students	student	NOUN
easat-10823	73	15	who	who	PRON
easat-10823	73	16	actively	actively	ADV
easat-10823	73	17	engage	engage	VERB
easat-10823	73	18	with	with	ADP
easat-10823	73	19	digital	digital	ADJ
easat-10823	73	20	learning	learning	NOUN
easat-10823	73	21	tools	tool	NOUN
easat-10823	73	22	.	.	PUNCT
easat-10823	74	1	to	to	PART
easat-10823	74	2	ensure	ensure	VERB
easat-10823	74	3	relevance	relevance	NOUN
easat-10823	74	4	,	,	PUNCT
easat-10823	74	5	a	a	DET
easat-10823	74	6	purposive	purposive	ADJ
easat-10823	74	7	sampling	sampling	NOUN
easat-10823	74	8	technique	technique	NOUN
easat-10823	74	9	was	be	AUX
easat-10823	74	10	employed	employ	VERB
easat-10823	74	11	,	,	PUNCT
easat-10823	74	12	selecting	select	VERB
easat-10823	74	13	students	student	NOUN
easat-10823	74	14	with	with	ADP
easat-10823	74	15	prior	prior	ADJ
easat-10823	74	16	exposure	exposure	NOUN
easat-10823	74	17	to	to	ADP
easat-10823	74	18	ai	ai	VERB
easat-10823	74	19	-	-	PUNCT
easat-10823	74	20	enhanced	enhance	VERB
easat-10823	74	21	e	e	NOUN
easat-10823	74	22	-	-	ADJ
easat-10823	74	23	learning	learn	VERB
easat-10823	74	24	platforms	platform	NOUN
easat-10823	74	25	.	.	PUNCT
easat-10823	75	1	data	datum	NOUN
easat-10823	75	2	collection	collection	NOUN
easat-10823	75	3	was	be	AUX
easat-10823	75	4	carried	carry	VERB
easat-10823	75	5	out	out	ADP
easat-10823	75	6	using	use	VERB
easat-10823	75	7	an	an	DET
easat-10823	75	8	online	online	ADJ
easat-10823	75	9	structured	structured	ADJ
easat-10823	75	10	questionnaire	questionnaire	NOUN
easat-10823	75	11	distributed	distribute	VERB
easat-10823	75	12	electronically	electronically	ADV
easat-10823	75	13	.	.	PUNCT
easat-10823	76	1	out	out	ADP
easat-10823	76	2	of	of	ADP
easat-10823	76	3	110	110	NUM
easat-10823	76	4	questionnaires	questionnaire	NOUN
easat-10823	76	5	sent	send	VERB
easat-10823	76	6	,	,	PUNCT
easat-10823	76	7	103	103	NUM
easat-10823	76	8	were	be	AUX
easat-10823	76	9	completed	complete	VERB
easat-10823	76	10	and	and	CCONJ
easat-10823	76	11	returned	return	VERB
easat-10823	76	12	with	with	ADP
easat-10823	76	13	valid	valid	ADJ
easat-10823	76	14	responses	response	NOUN
easat-10823	76	15	,	,	PUNCT
easat-10823	76	16	representing	represent	VERB
easat-10823	76	17	a	a	DET
easat-10823	76	18	high	high	ADJ
easat-10823	76	19	response	response	NOUN
easat-10823	76	20	rate	rate	NOUN
easat-10823	76	21	suitable	suitable	ADJ
easat-10823	76	22	for	for	ADP
easat-10823	76	23	quantitative	quantitative	ADJ
easat-10823	76	24	analysis	analysis	NOUN
easat-10823	76	25	.	.	PUNCT
easat-10823	77	1	the	the	DET
easat-10823	77	2	questionnaire	questionnaire	NOUN
easat-10823	77	3	consisted	consist	VERB
easat-10823	77	4	of	of	ADP
easat-10823	77	5	two	two	NUM
easat-10823	77	6	main	main	ADJ
easat-10823	77	7	sections	section	NOUN
easat-10823	77	8	.	.	PUNCT
easat-10823	78	1	section	section	NOUN
easat-10823	78	2	1	1	NUM
easat-10823	78	3	gathered	gather	VERB
easat-10823	78	4	demographic	demographic	ADJ
easat-10823	78	5	information	information	NOUN
easat-10823	78	6	such	such	ADJ
easat-10823	78	7	as	as	ADP
easat-10823	78	8	age	age	NOUN
easat-10823	78	9	group	group	NOUN
easat-10823	78	10	,	,	PUNCT
easat-10823	78	11	field	field	NOUN
easat-10823	78	12	of	of	ADP
easat-10823	78	13	study	study	NOUN
easat-10823	78	14	,	,	PUNCT
easat-10823	78	15	and	and	CCONJ
easat-10823	78	16	academic	academic	ADJ
easat-10823	78	17	level	level	NOUN
easat-10823	78	18	.	.	PUNCT
easat-10823	79	1	section	section	NOUN
easat-10823	79	2	2	2	NUM
easat-10823	79	3	was	be	AUX
easat-10823	79	4	divided	divide	VERB
easat-10823	79	5	into	into	ADP
easat-10823	79	6	two	two	NUM
easat-10823	79	7	subsections	subsection	NOUN
easat-10823	79	8	:	:	PUNCT
easat-10823	79	9	part	part	NOUN
easat-10823	79	10	a	a	DET
easat-10823	79	11	contained	contain	VERB
easat-10823	79	12	seven	seven	NUM
easat-10823	79	13	closed	closed	ADJ
easat-10823	79	14	-	-	PUNCT
easat-10823	79	15	ended	end	VERB
easat-10823	79	16	statements	statement	NOUN
easat-10823	79	17	designed	design	VERB
easat-10823	79	18	to	to	PART
easat-10823	79	19	capture	capture	VERB
easat-10823	79	20	students	student	NOUN
easat-10823	79	21	’	'	PUNCT
easat-10823	79	22	perceptions	perception	NOUN
easat-10823	79	23	of	of	ADP
easat-10823	79	24	ai	ai	ADJ
easat-10823	79	25	-	-	PUNCT
easat-10823	79	26	powered	power	VERB
easat-10823	79	27	elearning	elearning	NOUN
easat-10823	79	28	tools	tool	NOUN
easat-10823	79	29	.	.	PUNCT
easat-10823	80	1	however	however	ADV
easat-10823	80	2	,	,	PUNCT
easat-10823	80	3	part	part	PROPN
easat-10823	80	4	b	b	PROPN
easat-10823	80	5	included	include	VERB
easat-10823	80	6	five	five	NUM
easat-10823	80	7	questions	question	NOUN
easat-10823	80	8	related	relate	VERB
easat-10823	80	9	to	to	ADP
easat-10823	80	10	the	the	DET
easat-10823	80	11	behavioral	behavioral	ADJ
easat-10823	80	12	intention	intention	NOUN
easat-10823	80	13	of	of	ADP
easat-10823	80	14	integrating	integrate	VERB
easat-10823	80	15	ai	ai	VERB
easat-10823	80	16	tools	tool	NOUN
easat-10823	80	17	into	into	ADP
easat-10823	80	18	e	e	NOUN
easat-10823	80	19	-	-	ADJ
easat-10823	80	20	learning	learning	ADJ
easat-10823	80	21	technologies	technology	NOUN
easat-10823	80	22	.	.	PUNCT
easat-10823	81	1	respondents	respondent	NOUN
easat-10823	81	2	rated	rate	VERB
easat-10823	81	3	each	each	DET
easat-10823	81	4	item	item	NOUN
easat-10823	81	5	using	use	VERB
easat-10823	81	6	a	a	DET
easat-10823	81	7	five	five	NUM
easat-10823	81	8	-	-	PUNCT
easat-10823	81	9	point	point	NOUN
easat-10823	81	10	likert	likert	ADJ
easat-10823	81	11	scale	scale	NOUN
easat-10823	81	12	ranging	range	VERB
easat-10823	81	13	from	from	ADP
easat-10823	81	14	1	1	NUM
easat-10823	81	15	(	(	PUNCT
easat-10823	81	16	strongly	strongly	ADV
easat-10823	81	17	disagree	disagree	VERB
easat-10823	81	18	)	)	PUNCT
easat-10823	81	19	to	to	ADP
easat-10823	81	20	5	5	NUM
easat-10823	81	21	(	(	PUNCT
easat-10823	81	22	strongly	strongly	ADV
easat-10823	81	23	agree	agree	VERB
easat-10823	81	24	)	)	PUNCT
easat-10823	81	25	.	.	PUNCT
easat-10823	82	1	these	these	DET
easat-10823	82	2	statements	statement	NOUN
easat-10823	82	3	addressed	address	VERB
easat-10823	82	4	the	the	DET
easat-10823	82	5	following	follow	VERB
easat-10823	82	6	key	key	ADJ
easat-10823	82	7	dimensions	dimension	NOUN
easat-10823	82	8	:	:	PUNCT
easat-10823	83	1	1	1	X
easat-10823	83	2	.	.	X
easat-10823	83	3	i	i	PRON
easat-10823	83	4	currently	currently	ADV
easat-10823	83	5	use	use	VERB
easat-10823	83	6	e	e	NOUN
easat-10823	83	7	-	-	ADJ
easat-10823	83	8	learning	learning	ADJ
easat-10823	83	9	technologies	technology	NOUN
easat-10823	83	10	merged	merge	VERB
easat-10823	83	11	with	with	ADP
easat-10823	83	12	ai	ai	ADJ
easat-10823	83	13	tools	tool	NOUN
easat-10823	83	14	frequently	frequently	ADV
easat-10823	83	15	.	.	PUNCT
easat-10823	84	1	2	2	X
easat-10823	84	2	.	.	X
easat-10823	84	3	i	i	PRON
easat-10823	84	4	use	use	VERB
easat-10823	84	5	e	e	NOUN
easat-10823	84	6	-	-	ADJ
easat-10823	84	7	learning	learn	VERB
easat-10823	84	8	merged	merge	VERB
easat-10823	84	9	ai	ai	VERB
easat-10823	84	10	tools	tool	NOUN
easat-10823	84	11	to	to	PART
easat-10823	84	12	improve	improve	VERB
easat-10823	84	13	my	my	PRON
easat-10823	84	14	study	study	NOUN
easat-10823	84	15	skills	skill	NOUN
easat-10823	84	16	.	.	PUNCT
easat-10823	85	1	3	3	X
easat-10823	85	2	.	.	X
easat-10823	85	3	i	i	PRON
easat-10823	85	4	feel	feel	VERB
easat-10823	85	5	ai	ai	VERB
easat-10823	85	6	-	-	PUNCT
easat-10823	85	7	augmented	augment	VERB
easat-10823	85	8	e	e	NOUN
easat-10823	85	9	-	-	ADJ
easat-10823	85	10	learning	learning	ADJ
easat-10823	85	11	tools	tool	NOUN
easat-10823	85	12	are	be	AUX
easat-10823	85	13	easy	easy	ADJ
easat-10823	85	14	to	to	PART
easat-10823	85	15	use	use	VERB
easat-10823	85	16	.	.	PUNCT
easat-10823	86	1	4	4	X
easat-10823	86	2	.	.	X
easat-10823	86	3	i	i	PRON
easat-10823	86	4	use	use	VERB
easat-10823	86	5	ai	ai	ADJ
easat-10823	86	6	-	-	PUNCT
easat-10823	86	7	powered	power	VERB
easat-10823	86	8	e	e	NOUN
easat-10823	86	9	-	-	ADJ
easat-10823	86	10	learning	learn	VERB
easat-10823	86	11	platforms	platform	NOUN
easat-10823	86	12	to	to	PART
easat-10823	86	13	access	access	VERB
easat-10823	86	14	resources	resource	NOUN
easat-10823	86	15	from	from	ADP
easat-10823	86	16	lecturers	lecturer	NOUN
easat-10823	86	17	.	.	PUNCT
easat-10823	87	1	5	5	X
easat-10823	87	2	.	.	X
easat-10823	87	3	i	i	PRON
easat-10823	87	4	use	use	VERB
easat-10823	87	5	ai	ai	VERB
easat-10823	87	6	tools	tool	NOUN
easat-10823	87	7	to	to	PART
easat-10823	87	8	share	share	VERB
easat-10823	87	9	/	/	SYM
easat-10823	87	10	discuss	discuss	VERB
easat-10823	87	11	resources	resource	NOUN
easat-10823	87	12	with	with	ADP
easat-10823	87	13	peers	peer	NOUN
easat-10823	87	14	.	.	PUNCT
easat-10823	88	1	these	these	DET
easat-10823	88	2	questions	question	NOUN
easat-10823	88	3	were	be	AUX
easat-10823	88	4	crafted	craft	VERB
easat-10823	88	5	to	to	PART
easat-10823	88	6	reflect	reflect	VERB
easat-10823	88	7	practical	practical	ADJ
easat-10823	88	8	use	use	NOUN
easat-10823	88	9	,	,	PUNCT
easat-10823	88	10	usability	usability	NOUN
easat-10823	88	11	,	,	PUNCT
easat-10823	88	12	accessibility	accessibility	NOUN
easat-10823	88	13	,	,	PUNCT
easat-10823	88	14	collaboration	collaboration	NOUN
easat-10823	88	15	,	,	PUNCT
easat-10823	88	16	and	and	CCONJ
easat-10823	88	17	perceived	perceive	VERB
easat-10823	88	18	academic	academic	ADJ
easat-10823	88	19	benefits	benefit	NOUN
easat-10823	88	20	associated	associate	VERB
easat-10823	88	21	with	with	ADP
easat-10823	88	22	ai	ai	VERB
easat-10823	88	23	in	in	ADP
easat-10823	88	24	e	e	NOUN
easat-10823	88	25	-	-	ADJ
easat-10823	88	26	learning	learn	VERB
easat-10823	88	27	environments	environment	NOUN
easat-10823	88	28	.	.	PUNCT
easat-10823	89	1	the	the	DET
easat-10823	89	2	structure	structure	NOUN
easat-10823	89	3	and	and	CCONJ
easat-10823	89	4	content	content	NOUN
easat-10823	89	5	of	of	ADP
easat-10823	89	6	the	the	DET
easat-10823	89	7	questionnaire	questionnaire	NOUN
easat-10823	89	8	were	be	AUX
easat-10823	89	9	informed	inform	VERB
easat-10823	89	10	by	by	ADP
easat-10823	89	11	the	the	DET
easat-10823	89	12	technology	technology	NOUN
easat-10823	89	13	acceptance	acceptance	NOUN
easat-10823	89	14	model	model	NOUN
easat-10823	89	15	(	(	PUNCT
easat-10823	89	16	tam	tam	PROPN
easat-10823	89	17	)	)	PUNCT
easat-10823	89	18	,	,	PUNCT
easat-10823	89	19	which	which	PRON
easat-10823	89	20	emphasizes	emphasizes	AUX
easat-10823	89	21	perceived	perceive	VERB
easat-10823	89	22	usefulness	usefulness	NOUN
easat-10823	89	23	and	and	CCONJ
easat-10823	89	24	perceived	perceive	VERB
easat-10823	89	25	ease	ease	NOUN
easat-10823	89	26	of	of	ADP
easat-10823	89	27	use	use	NOUN
easat-10823	89	28	as	as	ADP
easat-10823	89	29	key	key	ADJ
easat-10823	89	30	factors	factor	NOUN
easat-10823	89	31	influencing	influence	VERB
easat-10823	89	32	user	user	NOUN
easat-10823	89	33	acceptance	acceptance	NOUN
easat-10823	89	34	of	of	ADP
easat-10823	89	35	technology	technology	NOUN
easat-10823	89	36	193	193	NUM
easat-10823	89	37	edelweiss	edelweiss	PROPN
easat-10823	89	38	applied	apply	VERB
easat-10823	89	39	science	science	NOUN
easat-10823	89	40	and	and	CCONJ
easat-10823	89	41	technology	technology	NOUN
easat-10823	89	42	issn	issn	PROPN
easat-10823	89	43	:	:	PUNCT
easat-10823	89	44	2576	2576	NUM
easat-10823	89	45	-	-	SYM
easat-10823	89	46	8484	8484	NUM
easat-10823	89	47	vol	vol	NOUN
easat-10823	89	48	.	.	PROPN
easat-10823	90	1	9	9	NUM
easat-10823	90	2	,	,	PUNCT
easat-10823	90	3	no	no	INTJ
easat-10823	90	4	.	.	NOUN
easat-10823	90	5	11	11	NUM
easat-10823	90	6	:	:	PUNCT
easat-10823	90	7	190	190	NUM
easat-10823	90	8	-	-	SYM
easat-10823	90	9	197	197	NUM
easat-10823	90	10	,	,	PUNCT
easat-10823	90	11	2025	2025	NUM
easat-10823	90	12	doi	doi	NOUN
easat-10823	90	13	:	:	PUNCT
easat-10823	90	14	10.55214/2576	10.55214/2576	NUM
easat-10823	90	15	-	-	SYM
easat-10823	90	16	8484.v9i11.10823	8484.v9i11.10823	PRON
easat-10823	90	17	©	©	PROPN
easat-10823	90	18	2025	2025	NUM
easat-10823	90	19	by	by	ADP
easat-10823	90	20	the	the	DET
easat-10823	90	21	author	author	NOUN
easat-10823	90	22	;	;	PUNCT
easat-10823	90	23	licensee	licensee	NOUN
easat-10823	90	24	learning	learning	NOUN
easat-10823	90	25	gate	gate	NOUN
easat-10823	90	26	and	and	CCONJ
easat-10823	90	27	shaping	shape	VERB
easat-10823	90	28	their	their	PRON
easat-10823	90	29	intention	intention	NOUN
easat-10823	90	30	to	to	PART
easat-10823	90	31	use	use	VERB
easat-10823	90	32	it	it	PRON
easat-10823	90	33	.	.	PUNCT
easat-10823	91	1	the	the	DET
easat-10823	91	2	internal	internal	ADJ
easat-10823	91	3	consistency	consistency	NOUN
easat-10823	91	4	of	of	ADP
easat-10823	91	5	the	the	DET
easat-10823	91	6	questionnaire	questionnaire	NOUN
easat-10823	91	7	items	item	NOUN
easat-10823	91	8	was	be	AUX
easat-10823	91	9	confirmed	confirm	VERB
easat-10823	91	10	using	use	VERB
easat-10823	91	11	cronbach	cronbach	PROPN
easat-10823	91	12	’s	’s	PART
easat-10823	91	13	alpha	alpha	NOUN
easat-10823	91	14	,	,	PUNCT
easat-10823	91	15	with	with	ADP
easat-10823	91	16	a	a	DET
easat-10823	91	17	coefficient	coefficient	NOUN
easat-10823	91	18	exceeding	exceed	VERB
easat-10823	91	19	0.80	0.80	NUM
easat-10823	91	20	,	,	PUNCT
easat-10823	91	21	indicating	indicate	VERB
easat-10823	91	22	strong	strong	ADJ
easat-10823	91	23	reliability	reliability	NOUN
easat-10823	91	24	.	.	PUNCT
easat-10823	92	1	on	on	ADP
easat-10823	92	2	the	the	DET
easat-10823	92	3	other	other	ADJ
easat-10823	92	4	hand	hand	NOUN
easat-10823	92	5	,	,	PUNCT
easat-10823	92	6	the	the	DET
easat-10823	92	7	statements	statement	NOUN
easat-10823	92	8	of	of	ADP
easat-10823	92	9	part	part	NOUN
easat-10823	92	10	b	b	PROPN
easat-10823	92	11	,	,	PUNCT
easat-10823	92	12	which	which	PRON
easat-10823	92	13	relate	relate	VERB
easat-10823	92	14	to	to	ADP
easat-10823	92	15	the	the	DET
easat-10823	92	16	willingness	willingness	NOUN
easat-10823	92	17	and	and	CCONJ
easat-10823	92	18	attitudes	attitude	NOUN
easat-10823	92	19	to	to	PART
easat-10823	92	20	integrate	integrate	VERB
easat-10823	92	21	ai	ai	PROPN
easat-10823	92	22	technologies	technology	NOUN
easat-10823	92	23	into	into	ADP
easat-10823	92	24	learners	learner	NOUN
easat-10823	92	25	'	'	PART
easat-10823	92	26	learning	learning	NOUN
easat-10823	92	27	processes	process	NOUN
easat-10823	92	28	,	,	PUNCT
easat-10823	92	29	are	be	AUX
easat-10823	92	30	as	as	SCONJ
easat-10823	92	31	follows	follow	VERB
easat-10823	92	32	:	:	PUNCT
easat-10823	93	1	1	1	X
easat-10823	93	2	.	.	X
easat-10823	93	3	i	i	PRON
easat-10823	93	4	intend	intend	VERB
easat-10823	93	5	to	to	PART
easat-10823	93	6	participate	participate	VERB
easat-10823	93	7	in	in	ADP
easat-10823	93	8	e	e	NOUN
easat-10823	93	9	-	-	ADJ
easat-10823	93	10	learning	learning	NOUN
easat-10823	93	11	merged	merge	VERB
easat-10823	93	12	with	with	ADP
easat-10823	93	13	artificial	artificial	ADJ
easat-10823	93	14	intelligence	intelligence	NOUN
easat-10823	93	15	(	(	PUNCT
easat-10823	93	16	ai	ai	NOUN
easat-10823	93	17	)	)	PUNCT
easat-10823	93	18	applications	application	NOUN
easat-10823	93	19	in	in	ADP
easat-10823	93	20	the	the	DET
easat-10823	93	21	future	future	NOUN
easat-10823	93	22	.	.	PUNCT
easat-10823	94	1	2	2	X
easat-10823	94	2	.	.	X
easat-10823	94	3	i	i	PRON
easat-10823	94	4	believe	believe	VERB
easat-10823	94	5	that	that	SCONJ
easat-10823	94	6	using	use	VERB
easat-10823	94	7	ai	ai	VERB
easat-10823	94	8	in	in	ADP
easat-10823	94	9	e	e	NOUN
easat-10823	94	10	-	-	NOUN
easat-10823	94	11	learning	learning	NOUN
easat-10823	94	12	will	will	AUX
easat-10823	94	13	help	help	VERB
easat-10823	94	14	me	i	PRON
easat-10823	94	15	achieve	achieve	VERB
easat-10823	94	16	significant	significant	ADJ
easat-10823	94	17	improvements	improvement	NOUN
easat-10823	94	18	in	in	ADP
easat-10823	94	19	the	the	DET
easat-10823	94	20	learning	learning	NOUN
easat-10823	94	21	process	process	NOUN
easat-10823	94	22	.	.	PUNCT
easat-10823	95	1	3	3	X
easat-10823	95	2	.	.	X
easat-10823	95	3	integrating	integrate	VERB
easat-10823	95	4	ai	ai	VERB
easat-10823	95	5	tools	tool	NOUN
easat-10823	95	6	into	into	ADP
easat-10823	95	7	e	e	NOUN
easat-10823	95	8	-	-	NOUN
easat-10823	95	9	learning	learning	NOUN
easat-10823	95	10	is	be	AUX
easat-10823	95	11	one	one	NUM
easat-10823	95	12	of	of	ADP
easat-10823	95	13	my	my	PRON
easat-10823	95	14	future	future	ADJ
easat-10823	95	15	educational	educational	ADJ
easat-10823	95	16	plans	plan	NOUN
easat-10823	95	17	.	.	PUNCT
easat-10823	96	1	4	4	X
easat-10823	96	2	.	.	X
easat-10823	96	3	i	i	PRON
easat-10823	96	4	consider	consider	VERB
easat-10823	96	5	using	use	VERB
easat-10823	96	6	ai	ai	VERB
easat-10823	96	7	in	in	ADP
easat-10823	96	8	e	e	NOUN
easat-10823	96	9	-	-	NOUN
easat-10823	96	10	learning	learn	VERB
easat-10823	96	11	to	to	PART
easat-10823	96	12	be	be	AUX
easat-10823	96	13	useful	useful	ADJ
easat-10823	96	14	and	and	CCONJ
easat-10823	96	15	effective	effective	ADJ
easat-10823	96	16	,	,	PUNCT
easat-10823	96	17	which	which	PRON
easat-10823	96	18	motivates	motivate	VERB
easat-10823	96	19	me	i	PRON
easat-10823	96	20	to	to	PART
easat-10823	96	21	adopt	adopt	VERB
easat-10823	96	22	it	it	PRON
easat-10823	96	23	in	in	ADP
easat-10823	96	24	my	my	PRON
easat-10823	96	25	educational	educational	ADJ
easat-10823	96	26	activities	activity	NOUN
easat-10823	96	27	.	.	PUNCT
easat-10823	97	1	5	5	X
easat-10823	97	2	.	.	X
easat-10823	97	3	i	i	PRON
easat-10823	97	4	would	would	AUX
easat-10823	97	5	like	like	VERB
easat-10823	97	6	to	to	PART
easat-10823	97	7	continue	continue	VERB
easat-10823	97	8	using	use	VERB
easat-10823	97	9	ai	ai	AUX
easat-10823	97	10	-	-	PUNCT
easat-10823	97	11	supported	support	VERB
easat-10823	97	12	e	e	NOUN
easat-10823	97	13	-	-	ADJ
easat-10823	97	14	learning	learn	VERB
easat-10823	97	15	systems	system	NOUN
easat-10823	97	16	in	in	ADP
easat-10823	97	17	my	my	PRON
easat-10823	97	18	current	current	ADJ
easat-10823	97	19	and	and	CCONJ
easat-10823	97	20	future	future	ADJ
easat-10823	97	21	learning	learning	NOUN
easat-10823	97	22	or	or	CCONJ
easat-10823	97	23	teaching	teaching	NOUN
easat-10823	97	24	practices	practice	NOUN
easat-10823	97	25	.	.	PUNCT
easat-10823	98	1	the	the	DET
easat-10823	98	2	collected	collect	VERB
easat-10823	98	3	data	datum	NOUN
easat-10823	98	4	were	be	AUX
easat-10823	98	5	analyzed	analyze	VERB
easat-10823	98	6	using	use	VERB
easat-10823	98	7	spss	spss	PROPN
easat-10823	98	8	software	software	NOUN
easat-10823	98	9	.	.	PUNCT
easat-10823	99	1	descriptive	descriptive	ADJ
easat-10823	99	2	statistical	statistical	ADJ
easat-10823	99	3	measures	measure	NOUN
easat-10823	99	4	such	such	ADJ
easat-10823	99	5	as	as	ADP
easat-10823	99	6	means	mean	NOUN
easat-10823	99	7	,	,	PUNCT
easat-10823	99	8	standard	standard	ADJ
easat-10823	99	9	deviations	deviation	NOUN
easat-10823	99	10	(	(	PUNCT
easat-10823	99	11	sd	sd	NOUN
easat-10823	99	12	)	)	PUNCT
easat-10823	99	13	,	,	PUNCT
easat-10823	99	14	and	and	CCONJ
easat-10823	99	15	significance	significance	NOUN
easat-10823	99	16	levels	level	NOUN
easat-10823	99	17	(	(	PUNCT
easat-10823	99	18	p	p	NOUN
easat-10823	99	19	-	-	PUNCT
easat-10823	99	20	values	value	NOUN
easat-10823	99	21	)	)	PUNCT
easat-10823	99	22	were	be	AUX
easat-10823	99	23	computed	compute	VERB
easat-10823	99	24	to	to	PART
easat-10823	99	25	evaluate	evaluate	VERB
easat-10823	99	26	trends	trend	NOUN
easat-10823	99	27	in	in	ADP
easat-10823	99	28	student	student	NOUN
easat-10823	99	29	responses	response	NOUN
easat-10823	99	30	.	.	PUNCT
easat-10823	100	1	mean	mean	VERB
easat-10823	100	2	scores	score	NOUN
easat-10823	100	3	greater	great	ADJ
easat-10823	100	4	than	than	ADP
easat-10823	100	5	4.3	4.3	NUM
easat-10823	100	6	indicated	indicate	VERB
easat-10823	100	7	strong	strong	ADJ
easat-10823	100	8	positive	positive	ADJ
easat-10823	100	9	perceptions	perception	NOUN
easat-10823	100	10	,	,	PUNCT
easat-10823	100	11	while	while	SCONJ
easat-10823	100	12	low	low	ADJ
easat-10823	100	13	standard	standard	ADJ
easat-10823	100	14	deviation	deviation	NOUN
easat-10823	100	15	values	value	NOUN
easat-10823	100	16	(	(	PUNCT
easat-10823	100	17	ranging	range	VERB
easat-10823	100	18	from	from	ADP
easat-10823	100	19	0.74	0.74	NUM
easat-10823	100	20	to	to	PART
easat-10823	100	21	0.88	0.88	NUM
easat-10823	100	22	)	)	PUNCT
easat-10823	100	23	signified	signify	VERB
easat-10823	100	24	consistency	consistency	NOUN
easat-10823	100	25	across	across	ADP
easat-10823	100	26	the	the	DET
easat-10823	100	27	dataset	dataset	NOUN
easat-10823	100	28	.	.	PUNCT
easat-10823	101	1	all	all	DET
easat-10823	101	2	variables	variable	NOUN
easat-10823	101	3	showed	show	VERB
easat-10823	101	4	statistically	statistically	ADV
easat-10823	101	5	significant	significant	ADJ
easat-10823	101	6	results	result	NOUN
easat-10823	101	7	at	at	ADP
easat-10823	101	8	a	a	DET
easat-10823	101	9	p	p	NOUN
easat-10823	101	10	-	-	PUNCT
easat-10823	101	11	value	value	NOUN
easat-10823	101	12	less	less	ADJ
easat-10823	101	13	than	than	ADP
easat-10823	101	14	0.05	0.05	NUM
easat-10823	101	15	,	,	PUNCT
easat-10823	101	16	confirming	confirm	VERB
easat-10823	101	17	a	a	DET
easat-10823	101	18	strong	strong	ADJ
easat-10823	101	19	association	association	NOUN
easat-10823	101	20	between	between	ADP
easat-10823	101	21	the	the	DET
easat-10823	101	22	integration	integration	NOUN
easat-10823	101	23	of	of	ADP
easat-10823	101	24	ai	ai	PROPN
easat-10823	101	25	technologies	technology	NOUN
easat-10823	101	26	and	and	CCONJ
easat-10823	101	27	enhancements	enhancement	NOUN
easat-10823	101	28	in	in	ADP
easat-10823	101	29	student	student	NOUN
easat-10823	101	30	learning	learn	VERB
easat-10823	101	31	outcomes	outcome	NOUN
easat-10823	101	32	and	and	CCONJ
easat-10823	101	33	collaborative	collaborative	ADJ
easat-10823	101	34	behavior	behavior	NOUN
easat-10823	101	35	.	.	PUNCT
easat-10823	102	1	4	4	X
easat-10823	102	2	.	.	NOUN
easat-10823	102	3	results	result	VERB
easat-10823	102	4	4.1	4.1	NUM
easat-10823	102	5	.	.	PUNCT
easat-10823	103	1	demographics	demographic	NOUN
easat-10823	103	2	the	the	DET
easat-10823	103	3	frequencies	frequency	NOUN
easat-10823	103	4	and	and	CCONJ
easat-10823	103	5	percentages	percentage	NOUN
easat-10823	103	6	of	of	ADP
easat-10823	103	7	demographic	demographic	ADJ
easat-10823	103	8	variables	variable	NOUN
easat-10823	103	9	of	of	ADP
easat-10823	103	10	the	the	DET
easat-10823	103	11	survey	survey	NOUN
easat-10823	103	12	participants	participant	NOUN
easat-10823	103	13	are	be	AUX
easat-10823	103	14	presented	present	VERB
easat-10823	103	15	in	in	ADP
easat-10823	103	16	table	table	NOUN
easat-10823	103	17	1	1	NUM
easat-10823	103	18	.	.	PUNCT
easat-10823	103	19	table	table	NOUN
easat-10823	103	20	1	1	NUM
easat-10823	103	21	.	.	PUNCT
easat-10823	103	22	frequencies	frequency	NOUN
easat-10823	103	23	and	and	CCONJ
easat-10823	103	24	percentages	percentage	NOUN
easat-10823	103	25	of	of	ADP
easat-10823	103	26	demographic	demographic	ADJ
easat-10823	103	27	variables	variable	NOUN
easat-10823	103	28	.	.	PUNCT
easat-10823	104	1	variable	variable	ADJ
easat-10823	104	2	classes	class	NOUN
easat-10823	104	3	frequency	frequency	VERB
easat-10823	104	4	percentage	percentage	NOUN
easat-10823	104	5	gender	gender	NOUN
easat-10823	104	6	female	female	NOUN
easat-10823	104	7	57	57	NUM
easat-10823	104	8	56	56	NUM
easat-10823	104	9	male	male	NOUN
easat-10823	104	10	46	46	NUM
easat-10823	104	11	44	44	NUM
easat-10823	104	12	total	total	NOUN
easat-10823	104	13	103	103	NUM
easat-10823	104	14	100	100	NUM
easat-10823	104	15	age	age	NOUN
easat-10823	104	16	18	18	NUM
easat-10823	104	17	-	-	SYM
easat-10823	104	18	21	21	NUM
easat-10823	104	19	90	90	NUM
easat-10823	104	20	89	89	NUM
easat-10823	104	21	21	21	NUM
easat-10823	104	22	-	-	SYM
easat-10823	104	23	25	25	NUM
easat-10823	104	24	13	13	NUM
easat-10823	104	25	11	11	NUM
easat-10823	104	26	total	total	NOUN
easat-10823	104	27	100	100	NUM
easat-10823	104	28	100	100	NUM
easat-10823	104	29	field	field	NOUN
easat-10823	104	30	of	of	ADP
easat-10823	104	31	study	study	NOUN
easat-10823	104	32	computing	computing	PROPN
easat-10823	104	33	&	&	CCONJ
easat-10823	104	34	information	information	PROPN
easat-10823	104	35	100	100	NUM
easat-10823	104	36	100	100	NUM
easat-10823	104	37	year	year	NOUN
easat-10823	104	38	of	of	ADP
easat-10823	104	39	study	study	NOUN
easat-10823	104	40	1st	1st	ADJ
easat-10823	104	41	year	year	NOUN
easat-10823	104	42	2	2	NUM
easat-10823	104	43	2	2	NUM
easat-10823	104	44	2nd	2nd	ADJ
easat-10823	104	45	year	year	NOUN
easat-10823	104	46	67	67	NUM
easat-10823	104	47	66	66	NUM
easat-10823	104	48	3rd	3rd	ADJ
easat-10823	104	49	year	year	NOUN
easat-10823	104	50	15	15	NUM
easat-10823	104	51	14	14	NUM
easat-10823	104	52	4th	4th	ADJ
easat-10823	104	53	year	year	NOUN
easat-10823	104	54	19	19	NUM
easat-10823	104	55	18	18	NUM
easat-10823	104	56	total	total	NOUN
easat-10823	104	57	100	100	NUM
easat-10823	104	58	100	100	NUM
easat-10823	104	59	from	from	ADP
easat-10823	104	60	table	table	NOUN
easat-10823	104	61	1	1	NUM
easat-10823	104	62	,	,	PUNCT
easat-10823	104	63	more	more	ADJ
easat-10823	104	64	than	than	ADP
easat-10823	104	65	half	half	NOUN
easat-10823	104	66	of	of	ADP
easat-10823	104	67	the	the	DET
easat-10823	104	68	survey	survey	NOUN
easat-10823	104	69	participants	participant	NOUN
easat-10823	104	70	(	(	PUNCT
easat-10823	104	71	n=57	n=57	NOUN
easat-10823	104	72	)	)	PUNCT
easat-10823	104	73	were	be	AUX
easat-10823	104	74	female	female	ADJ
easat-10823	104	75	.	.	PUNCT
easat-10823	105	1	the	the	DET
easat-10823	105	2	majority	majority	NOUN
easat-10823	105	3	were	be	AUX
easat-10823	105	4	younger	young	ADJ
easat-10823	105	5	students	student	NOUN
easat-10823	105	6	,	,	PUNCT
easat-10823	105	7	with	with	ADP
easat-10823	105	8	89	89	NUM
easat-10823	105	9	%	%	NOUN
easat-10823	105	10	aged	age	VERB
easat-10823	105	11	between	between	ADP
easat-10823	105	12	18	18	NUM
easat-10823	105	13	and	and	CCONJ
easat-10823	105	14	21	21	NUM
easat-10823	105	15	years	year	NOUN
easat-10823	105	16	.	.	PUNCT
easat-10823	106	1	all	all	DET
easat-10823	106	2	respondents	respondent	NOUN
easat-10823	106	3	were	be	AUX
easat-10823	106	4	enrolled	enrol	VERB
easat-10823	106	5	in	in	ADP
easat-10823	106	6	the	the	DET
easat-10823	106	7	computer	computer	NOUN
easat-10823	106	8	and	and	CCONJ
easat-10823	106	9	information	information	NOUN
easat-10823	106	10	program	program	NOUN
easat-10823	106	11	,	,	PUNCT
easat-10823	106	12	with	with	ADP
easat-10823	106	13	most	most	ADJ
easat-10823	106	14	(	(	PUNCT
easat-10823	106	15	66	66	NUM
easat-10823	106	16	%	%	NOUN
easat-10823	106	17	)	)	PUNCT
easat-10823	106	18	being	be	AUX
easat-10823	106	19	in	in	ADP
easat-10823	106	20	their	their	PRON
easat-10823	106	21	second	second	ADJ
easat-10823	106	22	year	year	NOUN
easat-10823	106	23	of	of	ADP
easat-10823	106	24	study	study	NOUN
easat-10823	106	25	.	.	PUNCT
easat-10823	107	1	there	there	PRON
easat-10823	107	2	were	be	VERB
easat-10823	107	3	also	also	ADV
easat-10823	107	4	19	19	NUM
easat-10823	107	5	final	final	ADJ
easat-10823	107	6	-	-	PUNCT
easat-10823	107	7	year	year	NOUN
easat-10823	107	8	students	student	NOUN
easat-10823	107	9	.	.	PUNCT
easat-10823	108	1	the	the	DET
easat-10823	108	2	distribution	distribution	NOUN
easat-10823	108	3	of	of	ADP
easat-10823	108	4	their	their	PRON
easat-10823	108	5	course	course	NOUN
easat-10823	108	6	and	and	CCONJ
easat-10823	108	7	year	year	NOUN
easat-10823	108	8	level	level	NOUN
easat-10823	108	9	suggests	suggest	VERB
easat-10823	108	10	that	that	SCONJ
easat-10823	108	11	they	they	PRON
easat-10823	108	12	were	be	AUX
easat-10823	108	13	wellpositioned	wellpositione	VERB
easat-10823	108	14	to	to	PART
easat-10823	108	15	provide	provide	VERB
easat-10823	108	16	informed	informed	ADJ
easat-10823	108	17	responses	response	NOUN
easat-10823	108	18	regarding	regard	VERB
easat-10823	108	19	ai	ai	NOUN
easat-10823	108	20	-	-	PUNCT
easat-10823	108	21	powered	power	VERB
easat-10823	108	22	e	e	NOUN
easat-10823	108	23	-	-	ADJ
easat-10823	108	24	learning	learning	ADJ
easat-10823	108	25	tools	tool	NOUN
easat-10823	108	26	.	.	PUNCT
easat-10823	109	1	furthermore	furthermore	ADV
easat-10823	109	2	,	,	PUNCT
easat-10823	109	3	the	the	DET
easat-10823	109	4	results	result	NOUN
easat-10823	109	5	in	in	ADP
easat-10823	109	6	table	table	NOUN
easat-10823	109	7	2	2	NUM
easat-10823	109	8	revealed	reveal	VERB
easat-10823	109	9	that	that	SCONJ
easat-10823	109	10	students	student	NOUN
easat-10823	109	11	held	hold	VERB
easat-10823	109	12	strongly	strongly	ADV
easat-10823	109	13	positive	positive	ADJ
easat-10823	109	14	attitudes	attitude	NOUN
easat-10823	109	15	toward	toward	ADP
easat-10823	109	16	ai	ai	VERB
easat-10823	109	17	-	-	PUNCT
easat-10823	109	18	enhanced	enhance	VERB
easat-10823	109	19	e	e	NOUN
easat-10823	109	20	-	-	NOUN
easat-10823	109	21	learning	learn	VERB
easat-10823	109	22	across	across	ADP
easat-10823	109	23	all	all	DET
easat-10823	109	24	measured	measured	ADJ
easat-10823	109	25	items	item	NOUN
easat-10823	109	26	.	.	PUNCT
easat-10823	110	1	all	all	DET
easat-10823	110	2	statements	statement	NOUN
easat-10823	110	3	achieved	achieve	VERB
easat-10823	110	4	mean	mean	ADJ
easat-10823	110	5	values	value	NOUN
easat-10823	110	6	exceeding	exceed	VERB
easat-10823	110	7	4.3	4.3	NUM
easat-10823	110	8	,	,	PUNCT
easat-10823	110	9	and	and	CCONJ
easat-10823	110	10	standard	standard	ADJ
easat-10823	110	11	deviations	deviation	NOUN
easat-10823	110	12	ranged	range	VERB
easat-10823	110	13	from	from	ADP
easat-10823	110	14	0.74	0.74	NUM
easat-10823	110	15	to	to	ADP
easat-10823	110	16	0.88	0.88	NUM
easat-10823	110	17	,	,	PUNCT
easat-10823	110	18	reflecting	reflect	VERB
easat-10823	110	19	limited	limited	ADJ
easat-10823	110	20	dispersion	dispersion	NOUN
easat-10823	110	21	in	in	ADP
easat-10823	110	22	responses	response	NOUN
easat-10823	110	23	.	.	PUNCT
easat-10823	111	1	all	all	DET
easat-10823	111	2	p	p	NOUN
easat-10823	111	3	-	-	PUNCT
easat-10823	111	4	values	value	NOUN
easat-10823	111	5	were	be	AUX
easat-10823	111	6	less	less	ADJ
easat-10823	111	7	than	than	ADP
easat-10823	111	8	0.001	0.001	NUM
easat-10823	111	9	,	,	PUNCT
easat-10823	111	10	indicating	indicate	VERB
easat-10823	111	11	statistical	statistical	ADJ
easat-10823	111	12	significance	significance	NOUN
easat-10823	111	13	at	at	ADP
easat-10823	111	14	the	the	DET
easat-10823	111	15	conventional	conventional	ADJ
easat-10823	111	16	level	level	NOUN
easat-10823	111	17	.	.	PUNCT
easat-10823	112	1	the	the	DET
easat-10823	112	2	following	follow	VERB
easat-10823	112	3	table	table	NOUN
easat-10823	112	4	summarizes	summarize	VERB
easat-10823	112	5	the	the	DET
easat-10823	112	6	data	datum	NOUN
easat-10823	112	7	:	:	PUNCT
easat-10823	112	8	194	194	NUM
easat-10823	112	9	edelweiss	edelweiss	PROPN
easat-10823	112	10	applied	apply	VERB
easat-10823	112	11	science	science	NOUN
easat-10823	112	12	and	and	CCONJ
easat-10823	112	13	technology	technology	NOUN
easat-10823	112	14	issn	issn	PROPN
easat-10823	112	15	:	:	PUNCT
easat-10823	112	16	2576	2576	NUM
easat-10823	112	17	-	-	SYM
easat-10823	112	18	8484	8484	NUM
easat-10823	112	19	vol	vol	NOUN
easat-10823	112	20	.	.	PROPN
easat-10823	113	1	9	9	NUM
easat-10823	113	2	,	,	PUNCT
easat-10823	113	3	no	no	INTJ
easat-10823	113	4	.	.	NOUN
easat-10823	113	5	11	11	NUM
easat-10823	113	6	:	:	PUNCT
easat-10823	113	7	190	190	NUM
easat-10823	113	8	-	-	SYM
easat-10823	113	9	197	197	NUM
easat-10823	113	10	,	,	PUNCT
easat-10823	113	11	2025	2025	NUM
easat-10823	113	12	doi	doi	NOUN
easat-10823	113	13	:	:	PUNCT
easat-10823	113	14	10.55214/2576	10.55214/2576	NUM
easat-10823	113	15	-	-	SYM
easat-10823	113	16	8484.v9i11.10823	8484.v9i11.10823	PRON
easat-10823	113	17	©	©	PROPN
easat-10823	113	18	2025	2025	NUM
easat-10823	113	19	by	by	ADP
easat-10823	113	20	the	the	DET
easat-10823	113	21	author	author	NOUN
easat-10823	113	22	;	;	PUNCT
easat-10823	113	23	licensee	licensee	PROPN
easat-10823	113	24	learning	learn	VERB
easat-10823	113	25	gate	gate	NOUN
easat-10823	113	26	table	table	NOUN
easat-10823	113	27	2	2	NUM
easat-10823	113	28	.	.	PUNCT
easat-10823	113	29	relative	relative	ADJ
easat-10823	113	30	advantages	advantage	NOUN
easat-10823	113	31	of	of	ADP
easat-10823	113	32	using	use	VERB
easat-10823	113	33	ai	ai	NOUN
easat-10823	113	34	in	in	ADP
easat-10823	113	35	e	e	NOUN
easat-10823	113	36	-	-	NOUN
easat-10823	113	37	learning	learning	NOUN
easat-10823	113	38	.	.	PUNCT
easat-10823	114	1	no	no	INTJ
easat-10823	114	2	.	.	PUNCT
easat-10823	115	1	statement	statement	NOUN
easat-10823	115	2	mean	mean	VERB
easat-10823	115	3	sd	sd	ADP
easat-10823	115	4	p	p	ADJ
easat-10823	115	5	-	-	PUNCT
easat-10823	115	6	value	value	NOUN
easat-10823	115	7	interpretation	interpretation	NOUN
easat-10823	115	8	1	1	NUM
easat-10823	115	9	i	i	PRON
easat-10823	115	10	currently	currently	ADV
easat-10823	115	11	use	use	VERB
easat-10823	115	12	e	e	NOUN
easat-10823	115	13	-	-	ADJ
easat-10823	115	14	learning	learning	ADJ
easat-10823	115	15	technologies	technology	NOUN
easat-10823	115	16	merged	merge	VERB
easat-10823	115	17	with	with	ADP
easat-10823	115	18	ai	ai	ADJ
easat-10823	115	19	tools	tool	NOUN
easat-10823	115	20	frequently	frequently	ADV
easat-10823	115	21	4.41	4.41	NUM
easat-10823	115	22	0.88	0.88	NUM
easat-10823	115	23	0.000	0.000	NUM
easat-10823	115	24	statistically	statistically	ADV
easat-10823	115	25	significant	significant	ADJ
easat-10823	115	26	2	2	NUM
easat-10823	115	27	i	i	PRON
easat-10823	115	28	use	use	VERB
easat-10823	115	29	e	e	NOUN
easat-10823	115	30	-	-	ADJ
easat-10823	115	31	learning	learn	VERB
easat-10823	115	32	merged	merge	VERB
easat-10823	115	33	ai	ai	VERB
easat-10823	115	34	tools	tool	NOUN
easat-10823	115	35	to	to	PART
easat-10823	115	36	improve	improve	VERB
easat-10823	115	37	my	my	PRON
easat-10823	115	38	study	study	NOUN
easat-10823	115	39	skills	skill	VERB
easat-10823	115	40	4.43	4.43	NUM
easat-10823	115	41	0.78	0.78	NUM
easat-10823	115	42	0.000	0.000	NUM
easat-10823	115	43	statistically	statistically	ADV
easat-10823	115	44	significant	significant	ADJ
easat-10823	115	45	3	3	NUM
easat-10823	115	46	i	i	PRON
easat-10823	115	47	feel	feel	VERB
easat-10823	115	48	ai	ai	VERB
easat-10823	115	49	-	-	PUNCT
easat-10823	115	50	augmented	augment	VERB
easat-10823	115	51	e	e	NOUN
easat-10823	115	52	-	-	ADJ
easat-10823	115	53	learning	learning	ADJ
easat-10823	115	54	tools	tool	NOUN
easat-10823	115	55	are	be	AUX
easat-10823	115	56	easy	easy	ADJ
easat-10823	115	57	to	to	PART
easat-10823	115	58	use	use	VERB
easat-10823	115	59	4.40	4.40	NUM
easat-10823	115	60	0.85	0.85	NUM
easat-10823	115	61	0.000	0.000	NUM
easat-10823	115	62	statistically	statistically	ADV
easat-10823	115	63	significant	significant	ADJ
easat-10823	115	64	4	4	NUM
easat-10823	115	65	i	i	PRON
easat-10823	115	66	use	use	VERB
easat-10823	115	67	ai	ai	ADJ
easat-10823	115	68	-	-	PUNCT
easat-10823	115	69	powered	power	VERB
easat-10823	115	70	e	e	NOUN
easat-10823	115	71	-	-	ADJ
easat-10823	115	72	learning	learn	VERB
easat-10823	115	73	platforms	platform	NOUN
easat-10823	115	74	to	to	PART
easat-10823	115	75	access	access	VERB
easat-10823	115	76	resources	resource	NOUN
easat-10823	115	77	from	from	ADP
easat-10823	115	78	lecturers	lecturer	NOUN
easat-10823	115	79	4.36	4.36	NUM
easat-10823	115	80	0.76	0.76	NUM
easat-10823	115	81	0.000	0.000	NUM
easat-10823	115	82	statistically	statistically	ADV
easat-10823	115	83	significant	significant	ADJ
easat-10823	115	84	5	5	NUM
easat-10823	115	85	i	i	PRON
easat-10823	115	86	use	use	VERB
easat-10823	115	87	ai	ai	VERB
easat-10823	115	88	tools	tool	NOUN
easat-10823	115	89	to	to	PART
easat-10823	115	90	share	share	VERB
easat-10823	115	91	/	/	SYM
easat-10823	115	92	discuss	discuss	VERB
easat-10823	115	93	resources	resource	NOUN
easat-10823	115	94	with	with	ADP
easat-10823	115	95	peers	peer	NOUN
easat-10823	115	96	4.42	4.42	NUM
easat-10823	115	97	0.74	0.74	NUM
easat-10823	115	98	0.000	0.000	NUM
easat-10823	115	99	statistically	statistically	ADV
easat-10823	115	100	significant	significant	ADJ
easat-10823	115	101	overall	overall	ADJ
easat-10823	115	102	,	,	PUNCT
easat-10823	115	103	the	the	DET
easat-10823	115	104	data	datum	NOUN
easat-10823	115	105	in	in	ADP
easat-10823	115	106	table	table	NOUN
easat-10823	115	107	2	2	NUM
easat-10823	115	108	indicate	indicate	VERB
easat-10823	115	109	that	that	SCONJ
easat-10823	115	110	students	student	NOUN
easat-10823	115	111	perceive	perceive	VERB
easat-10823	115	112	ai	ai	AUX
easat-10823	115	113	-	-	PUNCT
easat-10823	115	114	integrated	integrate	VERB
easat-10823	115	115	e	e	NOUN
easat-10823	115	116	-	-	ADJ
easat-10823	115	117	learning	learning	ADJ
easat-10823	115	118	tools	tool	NOUN
easat-10823	115	119	as	as	ADV
easat-10823	115	120	useful	useful	ADJ
easat-10823	115	121	,	,	PUNCT
easat-10823	115	122	accessible	accessible	ADJ
easat-10823	115	123	,	,	PUNCT
easat-10823	115	124	and	and	CCONJ
easat-10823	115	125	effective	effective	ADJ
easat-10823	115	126	in	in	ADP
easat-10823	115	127	supporting	support	VERB
easat-10823	115	128	their	their	PRON
easat-10823	115	129	academic	academic	ADJ
easat-10823	115	130	work	work	NOUN
easat-10823	115	131	.	.	PUNCT
easat-10823	116	1	in	in	ADP
easat-10823	116	2	addition	addition	NOUN
easat-10823	116	3	,	,	PUNCT
easat-10823	116	4	the	the	DET
easat-10823	116	5	results	result	NOUN
easat-10823	116	6	in	in	ADP
easat-10823	116	7	table	table	NOUN
easat-10823	116	8	3	3	NUM
easat-10823	116	9	showed	show	VERB
easat-10823	116	10	that	that	SCONJ
easat-10823	116	11	the	the	DET
easat-10823	116	12	mean	mean	ADJ
easat-10823	116	13	scores	score	NOUN
easat-10823	116	14	of	of	ADP
easat-10823	116	15	participants	participant	NOUN
easat-10823	116	16	’	'	PUNCT
easat-10823	116	17	responses	response	NOUN
easat-10823	116	18	regarding	regard	VERB
easat-10823	116	19	the	the	DET
easat-10823	116	20	behavioral	behavioral	ADJ
easat-10823	116	21	intention	intention	NOUN
easat-10823	116	22	to	to	PART
easat-10823	116	23	use	use	VERB
easat-10823	116	24	artificial	artificial	ADJ
easat-10823	116	25	intelligence	intelligence	NOUN
easat-10823	116	26	(	(	PUNCT
easat-10823	116	27	ai	ai	NOUN
easat-10823	116	28	)	)	PUNCT
easat-10823	116	29	in	in	ADP
easat-10823	116	30	e	e	NOUN
easat-10823	116	31	-	-	ADJ
easat-10823	116	32	learning	learning	NOUN
easat-10823	116	33	were	be	AUX
easat-10823	116	34	high	high	ADJ
easat-10823	116	35	,	,	PUNCT
easat-10823	116	36	ranging	range	VERB
easat-10823	116	37	from	from	ADP
easat-10823	116	38	4.28	4.28	NUM
easat-10823	116	39	to	to	ADP
easat-10823	116	40	4.46	4.46	NUM
easat-10823	116	41	on	on	ADP
easat-10823	116	42	a	a	DET
easat-10823	116	43	five	five	NUM
easat-10823	116	44	-	-	PUNCT
easat-10823	116	45	point	point	NOUN
easat-10823	116	46	likert	likert	ADJ
easat-10823	116	47	scale	scale	NOUN
easat-10823	116	48	,	,	PUNCT
easat-10823	116	49	which	which	PRON
easat-10823	116	50	reflects	reflect	VERB
easat-10823	116	51	a	a	DET
easat-10823	116	52	strong	strong	ADJ
easat-10823	116	53	positive	positive	ADJ
easat-10823	116	54	orientation	orientation	NOUN
easat-10823	116	55	toward	toward	ADP
easat-10823	116	56	using	use	VERB
easat-10823	116	57	ai	ai	NOUN
easat-10823	116	58	in	in	ADP
easat-10823	116	59	educational	educational	ADJ
easat-10823	116	60	contexts	context	NOUN
easat-10823	116	61	.	.	PUNCT
easat-10823	117	1	table	table	NOUN
easat-10823	117	2	3	3	NUM
easat-10823	117	3	.	.	PUNCT
easat-10823	118	1	the	the	DET
easat-10823	118	2	behavioral	behavioral	ADJ
easat-10823	118	3	intention	intention	NOUN
easat-10823	118	4	to	to	PART
easat-10823	118	5	use	use	VERB
easat-10823	118	6	ai	ai	VERB
easat-10823	118	7	in	in	ADP
easat-10823	118	8	e	e	NOUN
easat-10823	118	9	-	-	NOUN
easat-10823	118	10	learning	learning	NOUN
easat-10823	118	11	.	.	PUNCT
easat-10823	119	1	no	no	INTJ
easat-10823	119	2	.	.	PUNCT
easat-10823	120	1	statement	statement	NOUN
easat-10823	120	2	mean	mean	VERB
easat-10823	120	3	sd	sd	ADP
easat-10823	120	4	p	p	NOUN
easat-10823	120	5	-	-	PUNCT
easat-10823	120	6	value	value	NOUN
easat-10823	120	7	1	1	NUM
easat-10823	120	8	i	i	PRON
easat-10823	120	9	intend	intend	VERB
easat-10823	120	10	to	to	PART
easat-10823	120	11	participate	participate	VERB
easat-10823	120	12	in	in	ADP
easat-10823	120	13	e	e	NOUN
easat-10823	120	14	-	-	ADJ
easat-10823	120	15	learning	learning	NOUN
easat-10823	120	16	merged	merge	VERB
easat-10823	120	17	with	with	ADP
easat-10823	120	18	artificial	artificial	ADJ
easat-10823	120	19	intelligence	intelligence	NOUN
easat-10823	120	20	(	(	PUNCT
easat-10823	120	21	ai	ai	NOUN
easat-10823	120	22	)	)	PUNCT
easat-10823	120	23	applications	application	NOUN
easat-10823	120	24	in	in	ADP
easat-10823	120	25	the	the	DET
easat-10823	120	26	future	future	NOUN
easat-10823	120	27	.	.	PUNCT
easat-10823	121	1	4.26	4.26	NUM
easat-10823	121	2	0.93	0.93	NUM
easat-10823	121	3	<	<	X
easat-10823	121	4	0.001	0.001	NUM
easat-10823	121	5	2	2	NUM
easat-10823	121	6	i	i	PRON
easat-10823	121	7	believe	believe	VERB
easat-10823	121	8	that	that	SCONJ
easat-10823	121	9	using	use	VERB
easat-10823	121	10	ai	ai	VERB
easat-10823	121	11	in	in	ADP
easat-10823	121	12	e	e	NOUN
easat-10823	121	13	-	-	NOUN
easat-10823	121	14	learning	learning	NOUN
easat-10823	121	15	will	will	AUX
easat-10823	121	16	help	help	VERB
easat-10823	121	17	me	i	PRON
easat-10823	121	18	achieve	achieve	VERB
easat-10823	121	19	significant	significant	ADJ
easat-10823	121	20	improvements	improvement	NOUN
easat-10823	121	21	in	in	ADP
easat-10823	121	22	the	the	DET
easat-10823	121	23	learning	learning	NOUN
easat-10823	121	24	process	process	NOUN
easat-10823	121	25	.	.	PUNCT
easat-10823	122	1	4.46	4.46	NUM
easat-10823	122	2	0.66	0.66	NUM
easat-10823	122	3	<	<	X
easat-10823	122	4	0.001	0.001	NUM
easat-10823	122	5	3	3	NUM
easat-10823	122	6	integrating	integrate	VERB
easat-10823	122	7	ai	ai	VERB
easat-10823	122	8	tools	tool	NOUN
easat-10823	122	9	into	into	ADP
easat-10823	122	10	e	e	NOUN
easat-10823	122	11	-	-	NOUN
easat-10823	122	12	learning	learning	NOUN
easat-10823	122	13	is	be	AUX
easat-10823	122	14	one	one	NUM
easat-10823	122	15	of	of	ADP
easat-10823	122	16	my	my	PRON
easat-10823	122	17	future	future	ADJ
easat-10823	122	18	educational	educational	ADJ
easat-10823	122	19	plans	plan	NOUN
easat-10823	122	20	.	.	PUNCT
easat-10823	123	1	4.28	4.28	NUM
easat-10823	123	2	0.88	0.88	NUM
easat-10823	123	3	<	<	X
easat-10823	123	4	0.001	0.001	NUM
easat-10823	123	5	4	4	NUM
easat-10823	123	6	i	i	PRON
easat-10823	123	7	consider	consider	VERB
easat-10823	123	8	using	use	VERB
easat-10823	123	9	ai	ai	VERB
easat-10823	123	10	in	in	ADP
easat-10823	123	11	e	e	NOUN
easat-10823	123	12	-	-	NOUN
easat-10823	123	13	learning	learn	VERB
easat-10823	123	14	to	to	PART
easat-10823	123	15	be	be	AUX
easat-10823	123	16	useful	useful	ADJ
easat-10823	123	17	and	and	CCONJ
easat-10823	123	18	effective	effective	ADJ
easat-10823	123	19	,	,	PUNCT
easat-10823	123	20	which	which	PRON
easat-10823	123	21	motivates	motivate	VERB
easat-10823	123	22	me	i	PRON
easat-10823	123	23	to	to	PART
easat-10823	123	24	adopt	adopt	VERB
easat-10823	123	25	it	it	PRON
easat-10823	123	26	in	in	ADP
easat-10823	123	27	my	my	PRON
easat-10823	123	28	educational	educational	ADJ
easat-10823	123	29	activities	activity	NOUN
easat-10823	123	30	.	.	PUNCT
easat-10823	124	1	4.36	4.36	NUM
easat-10823	124	2	0.89	0.89	NUM
easat-10823	124	3	<	<	NOUN
easat-10823	124	4	0.001	0.001	NUM
easat-10823	124	5	5	5	NUM
easat-10823	124	6	i	i	PRON
easat-10823	124	7	would	would	AUX
easat-10823	124	8	like	like	VERB
easat-10823	124	9	to	to	PART
easat-10823	124	10	continue	continue	VERB
easat-10823	124	11	using	use	VERB
easat-10823	124	12	ai	ai	AUX
easat-10823	124	13	-	-	PUNCT
easat-10823	124	14	supported	support	VERB
easat-10823	124	15	e	e	NOUN
easat-10823	124	16	-	-	ADJ
easat-10823	124	17	learning	learn	VERB
easat-10823	124	18	systems	system	NOUN
easat-10823	124	19	in	in	ADP
easat-10823	124	20	my	my	PRON
easat-10823	124	21	current	current	ADJ
easat-10823	124	22	and	and	CCONJ
easat-10823	124	23	future	future	ADJ
easat-10823	124	24	learning	learning	NOUN
easat-10823	124	25	or	or	CCONJ
easat-10823	124	26	teaching	teaching	NOUN
easat-10823	124	27	practices	practice	NOUN
easat-10823	124	28	.	.	PUNCT
easat-10823	125	1	4.37	4.37	NUM
easat-10823	125	2	0.82	0.82	NUM
easat-10823	125	3	<	<	NOUN
easat-10823	125	4	0.001	0.001	NUM
easat-10823	125	5	figure	figure	NOUN
easat-10823	125	6	1	1	NUM
easat-10823	125	7	.	.	PUNCT
easat-10823	125	8	behavioral	behavioral	ADJ
easat-10823	125	9	intention	intention	NOUN
easat-10823	125	10	to	to	PART
easat-10823	125	11	employ	employ	VERB
easat-10823	125	12	artificial	artificial	ADJ
easat-10823	125	13	intelligence	intelligence	NOUN
easat-10823	125	14	(	(	PUNCT
easat-10823	125	15	ai	ai	NOUN
easat-10823	125	16	)	)	PUNCT
easat-10823	125	17	in	in	ADP
easat-10823	125	18	e	e	NOUN
easat-10823	125	19	-	-	NOUN
easat-10823	125	20	learning	learning	NOUN
easat-10823	125	21	.	.	PUNCT
easat-10823	126	1	195	195	NUM
easat-10823	126	2	edelweiss	edelweiss	PROPN
easat-10823	126	3	applied	apply	VERB
easat-10823	126	4	science	science	NOUN
easat-10823	126	5	and	and	CCONJ
easat-10823	126	6	technology	technology	NOUN
easat-10823	126	7	issn	issn	PROPN
easat-10823	126	8	:	:	PUNCT
easat-10823	126	9	2576	2576	NUM
easat-10823	126	10	-	-	SYM
easat-10823	126	11	8484	8484	NUM
easat-10823	126	12	vol	vol	NOUN
easat-10823	126	13	.	.	PROPN
easat-10823	127	1	9	9	NUM
easat-10823	127	2	,	,	PUNCT
easat-10823	127	3	no	no	INTJ
easat-10823	127	4	.	.	NOUN
easat-10823	127	5	11	11	NUM
easat-10823	127	6	:	:	PUNCT
easat-10823	127	7	190	190	NUM
easat-10823	127	8	-	-	SYM
easat-10823	127	9	197	197	NUM
easat-10823	127	10	,	,	PUNCT
easat-10823	127	11	2025	2025	NUM
easat-10823	127	12	doi	doi	NOUN
easat-10823	127	13	:	:	PUNCT
easat-10823	127	14	10.55214/2576	10.55214/2576	NUM
easat-10823	127	15	-	-	SYM
easat-10823	127	16	8484.v9i11.10823	8484.v9i11.10823	PRON
easat-10823	127	17	©	©	PROPN
easat-10823	127	18	2025	2025	NUM
easat-10823	127	19	by	by	ADP
easat-10823	127	20	the	the	DET
easat-10823	127	21	author	author	NOUN
easat-10823	127	22	;	;	PUNCT
easat-10823	127	23	licensee	licensee	PROPN
easat-10823	127	24	learning	learning	NOUN
easat-10823	127	25	gate	gate	NOUN
easat-10823	127	26	from	from	ADP
easat-10823	127	27	figure	figure	NOUN
easat-10823	127	28	1	1	NUM
easat-10823	127	29	,	,	PUNCT
easat-10823	127	30	the	the	DET
easat-10823	127	31	statement	statement	NOUN
easat-10823	127	32	“	"	PUNCT
easat-10823	128	1	i	i	PRON
easat-10823	128	2	believe	believe	VERB
easat-10823	128	3	that	that	SCONJ
easat-10823	128	4	using	use	VERB
easat-10823	128	5	ai	ai	VERB
easat-10823	128	6	in	in	ADP
easat-10823	128	7	e	e	NOUN
easat-10823	128	8	-	-	NOUN
easat-10823	128	9	learning	learning	NOUN
easat-10823	128	10	will	will	AUX
easat-10823	128	11	help	help	VERB
easat-10823	128	12	me	i	PRON
easat-10823	128	13	achieve	achieve	VERB
easat-10823	128	14	significant	significant	ADJ
easat-10823	128	15	improvements	improvement	NOUN
easat-10823	128	16	in	in	ADP
easat-10823	128	17	the	the	DET
easat-10823	128	18	learning	learning	NOUN
easat-10823	128	19	process	process	NOUN
easat-10823	128	20	”	"	PUNCT
easat-10823	128	21	achieved	achieve	VERB
easat-10823	128	22	the	the	DET
easat-10823	128	23	highest	high	ADJ
easat-10823	128	24	mean	mean	NOUN
easat-10823	128	25	of	of	ADP
easat-10823	128	26	4.46	4.46	NUM
easat-10823	128	27	,	,	PUNCT
easat-10823	128	28	showing	show	VERB
easat-10823	128	29	a	a	DET
easat-10823	128	30	strong	strong	ADJ
easat-10823	128	31	belief	belief	NOUN
easat-10823	128	32	in	in	ADP
easat-10823	128	33	the	the	DET
easat-10823	128	34	benefits	benefit	NOUN
easat-10823	128	35	of	of	ADP
easat-10823	128	36	ai	ai	NOUN
easat-10823	128	37	.	.	PUNCT
easat-10823	129	1	also	also	ADV
easat-10823	129	2	,	,	PUNCT
easat-10823	129	3	the	the	DET
easat-10823	129	4	statement	statement	NOUN
easat-10823	129	5	“	"	PUNCT
easat-10823	129	6	i	i	PRON
easat-10823	129	7	would	would	AUX
easat-10823	129	8	like	like	VERB
easat-10823	129	9	to	to	PART
easat-10823	129	10	continue	continue	VERB
easat-10823	129	11	using	use	VERB
easat-10823	129	12	ai	ai	AUX
easat-10823	129	13	-	-	PUNCT
easat-10823	129	14	supported	support	VERB
easat-10823	129	15	e	e	NOUN
easat-10823	129	16	-	-	ADJ
easat-10823	129	17	learning	learn	VERB
easat-10823	129	18	systems	system	NOUN
easat-10823	129	19	in	in	ADP
easat-10823	129	20	my	my	PRON
easat-10823	129	21	current	current	ADJ
easat-10823	129	22	and	and	CCONJ
easat-10823	129	23	future	future	ADJ
easat-10823	129	24	learning	learning	NOUN
easat-10823	129	25	or	or	CCONJ
easat-10823	129	26	practices	practice	NOUN
easat-10823	129	27	”	"	PUNCT
easat-10823	129	28	recorded	record	VERB
easat-10823	129	29	the	the	DET
easat-10823	129	30	second	second	ADV
easat-10823	129	31	-	-	PUNCT
easat-10823	129	32	highest	high	ADJ
easat-10823	129	33	mean	mean	ADJ
easat-10823	129	34	score	score	NOUN
easat-10823	129	35	of	of	ADP
easat-10823	129	36	4.37	4.37	NUM
easat-10823	129	37	,	,	PUNCT
easat-10823	129	38	indicating	indicate	VERB
easat-10823	129	39	a	a	DET
easat-10823	129	40	very	very	ADV
easat-10823	129	41	strong	strong	ADJ
easat-10823	129	42	willingness	willingness	NOUN
easat-10823	129	43	among	among	ADP
easat-10823	129	44	participants	participant	NOUN
easat-10823	129	45	to	to	PART
easat-10823	129	46	continue	continue	VERB
easat-10823	129	47	using	use	VERB
easat-10823	129	48	ai	ai	ADJ
easat-10823	129	49	tools	tool	NOUN
easat-10823	129	50	in	in	ADP
easat-10823	129	51	e	e	NOUN
easat-10823	129	52	-	-	NOUN
easat-10823	129	53	learning	learning	NOUN
easat-10823	129	54	.	.	PUNCT
easat-10823	130	1	furthermore	furthermore	ADV
easat-10823	130	2	,	,	PUNCT
easat-10823	130	3	the	the	DET
easat-10823	130	4	statement	statement	NOUN
easat-10823	130	5	“	"	PUNCT
easat-10823	130	6	integrating	integrate	VERB
easat-10823	130	7	ai	ai	VERB
easat-10823	130	8	tools	tool	NOUN
easat-10823	130	9	into	into	ADP
easat-10823	130	10	e	e	NOUN
easat-10823	130	11	-	-	NOUN
easat-10823	130	12	learning	learning	NOUN
easat-10823	130	13	is	be	AUX
easat-10823	130	14	one	one	NUM
easat-10823	130	15	of	of	ADP
easat-10823	130	16	my	my	PRON
easat-10823	130	17	future	future	ADJ
easat-10823	130	18	educational	educational	ADJ
easat-10823	130	19	plans	plan	NOUN
easat-10823	130	20	”	"	PUNCT
easat-10823	130	21	scored	score	VERB
easat-10823	130	22	4.28	4.28	NUM
easat-10823	130	23	,	,	PUNCT
easat-10823	130	24	which	which	PRON
easat-10823	130	25	reflects	reflect	VERB
easat-10823	130	26	readiness	readiness	NOUN
easat-10823	130	27	for	for	ADP
easat-10823	130	28	future	future	ADJ
easat-10823	130	29	adoption	adoption	NOUN
easat-10823	130	30	.	.	PUNCT
easat-10823	131	1	although	although	SCONJ
easat-10823	131	2	the	the	DET
easat-10823	131	3	statement	statement	NOUN
easat-10823	131	4	“	"	PUNCT
easat-10823	131	5	i	i	PRON
easat-10823	131	6	intend	intend	VERB
easat-10823	131	7	to	to	PART
easat-10823	131	8	participate	participate	VERB
easat-10823	131	9	in	in	ADP
easat-10823	131	10	e	e	NOUN
easat-10823	131	11	-	-	ADJ
easat-10823	131	12	learning	learning	NOUN
easat-10823	131	13	merged	merge	VERB
easat-10823	131	14	with	with	ADP
easat-10823	131	15	artificial	artificial	ADJ
easat-10823	131	16	intelligence	intelligence	NOUN
easat-10823	131	17	(	(	PUNCT
easat-10823	131	18	ai	ai	NOUN
easat-10823	131	19	)	)	PUNCT
easat-10823	131	20	applications	application	NOUN
easat-10823	131	21	in	in	ADP
easat-10823	131	22	the	the	DET
easat-10823	131	23	future	future	NOUN
easat-10823	131	24	”	"	PUNCT
easat-10823	131	25	scored	score	VERB
easat-10823	131	26	4.26	4.26	NUM
easat-10823	131	27	,	,	PUNCT
easat-10823	131	28	which	which	PRON
easat-10823	131	29	,	,	PUNCT
easat-10823	131	30	while	while	SCONJ
easat-10823	131	31	slightly	slightly	ADV
easat-10823	131	32	lower	low	ADJ
easat-10823	131	33	than	than	ADP
easat-10823	131	34	the	the	DET
easat-10823	131	35	others	other	NOUN
easat-10823	131	36	,	,	PUNCT
easat-10823	131	37	still	still	ADV
easat-10823	131	38	indicates	indicate	VERB
easat-10823	131	39	a	a	DET
easat-10823	131	40	positive	positive	ADJ
easat-10823	131	41	and	and	CCONJ
easat-10823	131	42	strong	strong	ADJ
easat-10823	131	43	intention	intention	NOUN
easat-10823	131	44	.	.	PUNCT
easat-10823	132	1	finally	finally	ADV
easat-10823	132	2	,	,	PUNCT
easat-10823	132	3	“	"	PUNCT
easat-10823	132	4	i	i	PRON
easat-10823	132	5	consider	consider	VERB
easat-10823	132	6	using	use	VERB
easat-10823	132	7	ai	ai	NOUN
easat-10823	132	8	in	in	ADP
easat-10823	132	9	elearning	elearning	NOUN
easat-10823	132	10	to	to	PART
easat-10823	132	11	be	be	AUX
easat-10823	132	12	useful	useful	ADJ
easat-10823	132	13	and	and	CCONJ
easat-10823	132	14	effective	effective	ADJ
easat-10823	132	15	,	,	PUNCT
easat-10823	132	16	which	which	PRON
easat-10823	132	17	motivates	motivate	VERB
easat-10823	132	18	me	i	PRON
easat-10823	132	19	to	to	PART
easat-10823	132	20	adopt	adopt	VERB
easat-10823	132	21	it	it	PRON
easat-10823	132	22	in	in	ADP
easat-10823	132	23	my	my	PRON
easat-10823	132	24	educational	educational	ADJ
easat-10823	132	25	activities	activity	NOUN
easat-10823	132	26	”	"	PUNCT
easat-10823	132	27	scored	score	VERB
easat-10823	132	28	4.68	4.68	NUM
easat-10823	132	29	,	,	PUNCT
easat-10823	132	30	reflecting	reflect	VERB
easat-10823	132	31	a	a	DET
easat-10823	132	32	strong	strong	ADJ
easat-10823	132	33	motivational	motivational	ADJ
easat-10823	132	34	factor	factor	NOUN
easat-10823	132	35	.	.	PUNCT
easat-10823	133	1	the	the	DET
easat-10823	133	2	overall	overall	ADJ
easat-10823	133	3	mean	mean	NOUN
easat-10823	133	4	for	for	ADP
easat-10823	133	5	this	this	DET
easat-10823	133	6	dimension	dimension	NOUN
easat-10823	133	7	was	be	AUX
easat-10823	133	8	4.51	4.51	NUM
easat-10823	133	9	,	,	PUNCT
easat-10823	133	10	indicating	indicate	VERB
easat-10823	133	11	a	a	DET
easat-10823	133	12	high	high	ADJ
easat-10823	133	13	level	level	NOUN
easat-10823	133	14	of	of	ADP
easat-10823	133	15	behavioral	behavioral	ADJ
easat-10823	133	16	intention	intention	NOUN
easat-10823	133	17	to	to	PART
easat-10823	133	18	employ	employ	VERB
easat-10823	133	19	ai	ai	VERB
easat-10823	133	20	in	in	ADP
easat-10823	133	21	e	e	NOUN
easat-10823	133	22	-	-	NOUN
easat-10823	133	23	learning	learning	NOUN
easat-10823	133	24	.	.	PUNCT
easat-10823	134	1	this	this	DET
easat-10823	134	2	high	high	ADJ
easat-10823	134	3	average	average	NOUN
easat-10823	134	4	confirms	confirm	VERB
easat-10823	134	5	the	the	DET
easat-10823	134	6	participants	participant	NOUN
easat-10823	134	7	’	'	PUNCT
easat-10823	134	8	favorable	favorable	ADJ
easat-10823	134	9	attitudes	attitude	NOUN
easat-10823	134	10	and	and	CCONJ
easat-10823	134	11	willingness	willingness	NOUN
easat-10823	134	12	to	to	PART
easat-10823	134	13	integrate	integrate	VERB
easat-10823	134	14	ai	ai	PROPN
easat-10823	134	15	technologies	technology	NOUN
easat-10823	134	16	into	into	ADP
easat-10823	134	17	their	their	PRON
easat-10823	134	18	learning	learning	NOUN
easat-10823	134	19	practices	practice	NOUN
easat-10823	134	20	.	.	PUNCT
easat-10823	135	1	5	5	X
easat-10823	135	2	.	.	X
easat-10823	135	3	discussion	discussion	NOUN
easat-10823	135	4	the	the	DET
easat-10823	135	5	findings	finding	NOUN
easat-10823	135	6	support	support	VERB
easat-10823	135	7	the	the	DET
easat-10823	135	8	notion	notion	NOUN
easat-10823	135	9	that	that	SCONJ
easat-10823	135	10	integrating	integrate	VERB
easat-10823	135	11	ai	ai	VERB
easat-10823	135	12	within	within	ADP
easat-10823	135	13	e	e	NOUN
easat-10823	135	14	-	-	ADJ
easat-10823	135	15	learning	learn	VERB
easat-10823	135	16	systems	system	NOUN
easat-10823	135	17	is	be	AUX
easat-10823	135	18	positively	positively	ADV
easat-10823	135	19	received	receive	VERB
easat-10823	135	20	by	by	ADP
easat-10823	135	21	learners	learner	NOUN
easat-10823	135	22	.	.	PUNCT
easat-10823	136	1	high	high	ADJ
easat-10823	136	2	mean	mean	PROPN
easat-10823	136	3	scores	score	NOUN
easat-10823	136	4	across	across	ADP
easat-10823	136	5	all	all	DET
easat-10823	136	6	dimensions	dimension	NOUN
easat-10823	136	7	underscore	underscore	VERB
easat-10823	136	8	that	that	SCONJ
easat-10823	136	9	students	student	NOUN
easat-10823	136	10	believe	believe	VERB
easat-10823	136	11	ai	ai	VERB
easat-10823	136	12	tools	tool	NOUN
easat-10823	136	13	help	help	VERB
easat-10823	136	14	with	with	ADP
easat-10823	136	15	study	study	NOUN
easat-10823	136	16	skills	skill	NOUN
easat-10823	136	17	,	,	PUNCT
easat-10823	136	18	resource	resource	NOUN
easat-10823	136	19	access	access	NOUN
easat-10823	136	20	,	,	PUNCT
easat-10823	136	21	collaboration	collaboration	NOUN
easat-10823	136	22	,	,	PUNCT
easat-10823	136	23	and	and	CCONJ
easat-10823	136	24	usability	usability	NOUN
easat-10823	136	25	,	,	PUNCT
easat-10823	136	26	as	as	SCONJ
easat-10823	136	27	presented	present	VERB
easat-10823	136	28	in	in	ADP
easat-10823	136	29	table	table	NOUN
easat-10823	136	30	2	2	NUM
easat-10823	136	31	.	.	PUNCT
easat-10823	137	1	the	the	DET
easat-10823	137	2	low	low	ADJ
easat-10823	137	3	standard	standard	ADJ
easat-10823	137	4	deviations	deviation	NOUN
easat-10823	137	5	suggest	suggest	VERB
easat-10823	137	6	a	a	DET
easat-10823	137	7	strong	strong	ADJ
easat-10823	137	8	consensus	consensus	NOUN
easat-10823	137	9	in	in	ADP
easat-10823	137	10	favor	favor	NOUN
easat-10823	137	11	of	of	ADP
easat-10823	137	12	ai	ai	ADJ
easat-10823	137	13	adoption	adoption	NOUN
easat-10823	137	14	.	.	PUNCT
easat-10823	138	1	these	these	DET
easat-10823	138	2	results	result	NOUN
easat-10823	138	3	align	align	VERB
easat-10823	138	4	with	with	ADP
easat-10823	138	5	earlier	early	ADJ
easat-10823	138	6	work	work	NOUN
easat-10823	138	7	showing	show	VERB
easat-10823	138	8	that	that	PRON
easat-10823	138	9	adaptivity	adaptivity	NOUN
easat-10823	138	10	,	,	PUNCT
easat-10823	138	11	personalization	personalization	NOUN
easat-10823	138	12	,	,	PUNCT
easat-10823	138	13	and	and	CCONJ
easat-10823	138	14	immediate	immediate	ADJ
easat-10823	138	15	feedback	feedback	NOUN
easat-10823	138	16	are	be	AUX
easat-10823	138	17	among	among	ADP
easat-10823	138	18	the	the	DET
easat-10823	138	19	main	main	ADJ
easat-10823	138	20	advantages	advantage	NOUN
easat-10823	138	21	of	of	ADP
easat-10823	138	22	aipowered	aipowere	VERB
easat-10823	138	23	systems	system	NOUN
easat-10823	138	24	[	[	X
easat-10823	138	25	9	9	NUM
easat-10823	138	26	,	,	PUNCT
easat-10823	138	27	14	14	NUM
easat-10823	138	28	,	,	PUNCT
easat-10823	138	29	17	17	NUM
easat-10823	138	30	]	]	PUNCT
easat-10823	138	31	.	.	PUNCT
easat-10823	139	1	for	for	ADP
easat-10823	139	2	example	example	NOUN
easat-10823	139	3	,	,	PUNCT
easat-10823	139	4	tarun	tarun	PROPN
easat-10823	139	5	et	et	PROPN
easat-10823	139	6	al	al	PROPN
easat-10823	139	7	.	.	PUNCT
easat-10823	140	1	[	[	X
easat-10823	140	2	18	18	NUM
easat-10823	140	3	]	]	PUNCT
easat-10823	140	4	found	find	VERB
easat-10823	140	5	improvement	improvement	NOUN
easat-10823	140	6	in	in	ADP
easat-10823	140	7	performance	performance	NOUN
easat-10823	140	8	and	and	CCONJ
easat-10823	140	9	motivation	motivation	NOUN
easat-10823	140	10	when	when	SCONJ
easat-10823	140	11	ai	ai	VERB
easat-10823	140	12	-	-	PUNCT
easat-10823	140	13	personalized	personalized	ADJ
easat-10823	140	14	tools	tool	NOUN
easat-10823	140	15	were	be	AUX
easat-10823	140	16	used	use	VERB
easat-10823	140	17	in	in	ADP
easat-10823	140	18	a	a	DET
easat-10823	140	19	moodle	moodle	NOUN
easat-10823	140	20	-	-	PUNCT
easat-10823	140	21	based	base	VERB
easat-10823	140	22	environment	environment	NOUN
easat-10823	140	23	[	[	X
easat-10823	140	24	14	14	NUM
easat-10823	140	25	]	]	PUNCT
easat-10823	140	26	.	.	PUNCT
easat-10823	141	1	in	in	ADP
easat-10823	141	2	addition	addition	NOUN
easat-10823	141	3	,	,	PUNCT
easat-10823	141	4	alenezi	alenezi	PRON
easat-10823	141	5	's	's	PART
easat-10823	141	6	[	[	X
easat-10823	141	7	19	19	NUM
easat-10823	141	8	]	]	PUNCT
easat-10823	141	9	study	study	NOUN
easat-10823	141	10	in	in	ADP
easat-10823	141	11	pakistan	pakistan	PROPN
easat-10823	141	12	showed	show	VERB
easat-10823	141	13	that	that	SCONJ
easat-10823	141	14	ai	ai	VERB
easat-10823	141	15	adaptive	adaptive	ADJ
easat-10823	141	16	systems	system	NOUN
easat-10823	141	17	led	lead	VERB
easat-10823	141	18	to	to	ADP
easat-10823	141	19	higher	high	ADJ
easat-10823	141	20	engagement	engagement	NOUN
easat-10823	141	21	and	and	CCONJ
easat-10823	141	22	academic	academic	ADJ
easat-10823	141	23	results	result	NOUN
easat-10823	141	24	compared	compare	VERB
easat-10823	141	25	to	to	ADP
easat-10823	141	26	traditional	traditional	ADJ
easat-10823	141	27	methods	method	NOUN
easat-10823	141	28	[	[	X
easat-10823	141	29	11	11	NUM
easat-10823	141	30	]	]	PUNCT
easat-10823	141	31	.	.	PUNCT
easat-10823	142	1	the	the	DET
easat-10823	142	2	participants	participant	NOUN
easat-10823	142	3	(	(	PUNCT
easat-10823	142	4	students	student	NOUN
easat-10823	142	5	)	)	PUNCT
easat-10823	142	6	in	in	ADP
easat-10823	142	7	computing	computing	NOUN
easat-10823	142	8	and	and	CCONJ
easat-10823	142	9	information	information	NOUN
easat-10823	142	10	fields	field	NOUN
easat-10823	142	11	appear	appear	VERB
easat-10823	142	12	particularly	particularly	ADV
easat-10823	142	13	ready	ready	ADJ
easat-10823	142	14	to	to	PART
easat-10823	142	15	embrace	embrace	VERB
easat-10823	142	16	ai	ai	NOUN
easat-10823	142	17	tools	tool	NOUN
easat-10823	142	18	,	,	PUNCT
easat-10823	142	19	possibly	possibly	ADV
easat-10823	142	20	due	due	ADP
easat-10823	142	21	to	to	ADP
easat-10823	142	22	their	their	PRON
easat-10823	142	23	technical	technical	ADJ
easat-10823	142	24	background	background	NOUN
easat-10823	142	25	.	.	PUNCT
easat-10823	143	1	this	this	PRON
easat-10823	143	2	supports	support	VERB
easat-10823	143	3	literature	literature	NOUN
easat-10823	143	4	indicating	indicate	VERB
easat-10823	143	5	that	that	SCONJ
easat-10823	143	6	domain	domain	NOUN
easat-10823	143	7	familiarity	familiarity	NOUN
easat-10823	143	8	influences	influence	VERB
easat-10823	143	9	adoption	adoption	NOUN
easat-10823	143	10	and	and	CCONJ
easat-10823	143	11	perceived	perceive	VERB
easat-10823	143	12	ease	ease	NOUN
easat-10823	143	13	of	of	ADP
easat-10823	143	14	use	use	NOUN
easat-10823	143	15	[	[	X
easat-10823	143	16	5	5	NUM
easat-10823	143	17	,	,	PUNCT
easat-10823	143	18	9	9	NUM
easat-10823	143	19	,	,	PUNCT
easat-10823	143	20	10	10	NUM
easat-10823	143	21	]	]	PUNCT
easat-10823	143	22	.	.	PUNCT
easat-10823	144	1	in	in	ADP
easat-10823	144	2	addition	addition	NOUN
easat-10823	144	3	,	,	PUNCT
easat-10823	144	4	emerging	emerge	VERB
easat-10823	144	5	ai	ai	NOUN
easat-10823	144	6	directions	direction	NOUN
easat-10823	144	7	such	such	ADJ
easat-10823	144	8	as	as	ADP
easat-10823	144	9	multimodal	multimodal	NOUN
easat-10823	144	10	and	and	CCONJ
easat-10823	144	11	explainable	explainable	ADJ
easat-10823	144	12	ai	ai	AUX
easat-10823	144	13	provide	provide	VERB
easat-10823	144	14	avenues	avenue	NOUN
easat-10823	144	15	to	to	PART
easat-10823	144	16	enhance	enhance	VERB
easat-10823	144	17	transparency	transparency	NOUN
easat-10823	144	18	and	and	CCONJ
easat-10823	144	19	learner	learner	NOUN
easat-10823	144	20	trust	trust	NOUN
easat-10823	145	1	[	[	X
easat-10823	145	2	15	15	NUM
easat-10823	145	3	,	,	PUNCT
easat-10823	145	4	16	16	NUM
easat-10823	145	5	]	]	PUNCT
easat-10823	145	6	.	.	PUNCT
easat-10823	146	1	generative	generative	PROPN
easat-10823	146	2	ai	ai	PROPN
easat-10823	146	3	and	and	CCONJ
easat-10823	146	4	human	human	NOUN
easat-10823	146	5	-	-	PUNCT
easat-10823	146	6	in	in	ADP
easat-10823	146	7	-	-	PUNCT
easat-10823	146	8	the	the	DET
easat-10823	146	9	-	-	PUNCT
easat-10823	146	10	loop	loop	NOUN
easat-10823	146	11	designs	design	NOUN
easat-10823	146	12	also	also	ADV
easat-10823	146	13	promise	promise	VERB
easat-10823	146	14	more	more	ADJ
easat-10823	146	15	fluid	fluid	ADJ
easat-10823	146	16	adaptation	adaptation	NOUN
easat-10823	146	17	and	and	CCONJ
easat-10823	146	18	responsiveness	responsiveness	NOUN
easat-10823	146	19	to	to	PART
easat-10823	146	20	learner	learner	NOUN
easat-10823	146	21	feedback	feedback	NOUN
easat-10823	146	22	[	[	X
easat-10823	146	23	17	17	NUM
easat-10823	146	24	,	,	PUNCT
easat-10823	146	25	20	20	NUM
easat-10823	146	26	]	]	PUNCT
easat-10823	146	27	.	.	PUNCT
easat-10823	147	1	nevertheless	nevertheless	ADV
easat-10823	147	2	,	,	PUNCT
easat-10823	147	3	challenges	challenge	NOUN
easat-10823	147	4	must	must	AUX
easat-10823	147	5	be	be	AUX
easat-10823	147	6	acknowledged	acknowledge	VERB
easat-10823	147	7	.	.	PUNCT
easat-10823	148	1	students	student	NOUN
easat-10823	148	2	may	may	AUX
easat-10823	148	3	experience	experience	VERB
easat-10823	148	4	concerns	concern	NOUN
easat-10823	148	5	related	relate	VERB
easat-10823	148	6	to	to	ADP
easat-10823	148	7	data	datum	NOUN
easat-10823	148	8	privacy	privacy	NOUN
easat-10823	148	9	,	,	PUNCT
easat-10823	148	10	algorithmic	algorithmic	ADJ
easat-10823	148	11	bias	bias	NOUN
easat-10823	148	12	,	,	PUNCT
easat-10823	148	13	and	and	CCONJ
easat-10823	148	14	over	over	ADP
easat-10823	148	15	-	-	PUNCT
easat-10823	148	16	dependence	dependence	NOUN
easat-10823	148	17	on	on	ADP
easat-10823	148	18	ai	ai	NOUN
easat-10823	148	19	.	.	PUNCT
easat-10823	149	1	the	the	DET
easat-10823	149	2	literature	literature	NOUN
easat-10823	149	3	warns	warn	VERB
easat-10823	149	4	that	that	SCONJ
easat-10823	149	5	ai	ai	VERB
easat-10823	149	6	should	should	AUX
easat-10823	149	7	not	not	PART
easat-10823	149	8	replace	replace	VERB
easat-10823	149	9	human	human	ADJ
easat-10823	149	10	interaction	interaction	NOUN
easat-10823	149	11	entirely	entirely	ADV
easat-10823	149	12	,	,	PUNCT
easat-10823	149	13	but	but	CCONJ
easat-10823	149	14	rather	rather	ADV
easat-10823	149	15	augment	augment	VERB
easat-10823	149	16	it	it	PRON
easat-10823	150	1	[	[	X
easat-10823	150	2	5	5	NUM
easat-10823	150	3	,	,	PUNCT
easat-10823	150	4	21	21	NUM
easat-10823	150	5	]	]	PUNCT
easat-10823	150	6	.	.	PUNCT
easat-10823	151	1	infrastructure	infrastructure	NOUN
easat-10823	151	2	constraints	constraint	NOUN
easat-10823	151	3	,	,	PUNCT
easat-10823	151	4	cost	cost	NOUN
easat-10823	151	5	,	,	PUNCT
easat-10823	151	6	and	and	CCONJ
easat-10823	151	7	readiness	readiness	NOUN
easat-10823	151	8	of	of	ADP
easat-10823	151	9	both	both	DET
easat-10823	151	10	faculty	faculty	NOUN
easat-10823	151	11	and	and	CCONJ
easat-10823	151	12	students	student	NOUN
easat-10823	151	13	could	could	AUX
easat-10823	151	14	hamper	hamper	VERB
easat-10823	151	15	effective	effective	ADJ
easat-10823	151	16	deployment	deployment	NOUN
easat-10823	151	17	[	[	X
easat-10823	151	18	22	22	NUM
easat-10823	151	19	,	,	PUNCT
easat-10823	151	20	23	23	NUM
easat-10823	151	21	]	]	PUNCT
easat-10823	151	22	.	.	PUNCT
easat-10823	152	1	in	in	ADP
easat-10823	152	2	terms	term	NOUN
easat-10823	152	3	of	of	ADP
easat-10823	152	4	participants	participant	NOUN
easat-10823	152	5	’	'	PUNCT
easat-10823	152	6	acceptance	acceptance	NOUN
easat-10823	152	7	and	and	CCONJ
easat-10823	152	8	intention	intention	NOUN
easat-10823	152	9	to	to	PART
easat-10823	152	10	use	use	VERB
easat-10823	152	11	ai	ai	VERB
easat-10823	152	12	in	in	ADP
easat-10823	152	13	e	e	NOUN
easat-10823	152	14	-	-	NOUN
easat-10823	152	15	learning	learn	VERB
easat-10823	152	16	,	,	PUNCT
easat-10823	152	17	it	it	PRON
easat-10823	152	18	is	be	AUX
easat-10823	152	19	strategic	strategic	ADJ
easat-10823	152	20	and	and	CCONJ
easat-10823	152	21	sustainable	sustainable	ADJ
easat-10823	152	22	,	,	PUNCT
easat-10823	152	23	not	not	PART
easat-10823	152	24	just	just	ADV
easat-10823	152	25	short	short	ADJ
easat-10823	152	26	-	-	PUNCT
easat-10823	152	27	term	term	NOUN
easat-10823	152	28	reactions	reaction	NOUN
easat-10823	152	29	.	.	PUNCT
easat-10823	153	1	the	the	DET
easat-10823	153	2	consistently	consistently	ADV
easat-10823	153	3	high	high	ADJ
easat-10823	153	4	mean	mean	NOUN
easat-10823	153	5	scores	score	NOUN
easat-10823	153	6	across	across	ADP
easat-10823	153	7	all	all	DET
easat-10823	153	8	statements	statement	NOUN
easat-10823	153	9	confirm	confirm	VERB
easat-10823	153	10	their	their	PRON
easat-10823	153	11	strong	strong	ADJ
easat-10823	153	12	belief	belief	NOUN
easat-10823	153	13	in	in	ADP
easat-10823	153	14	the	the	DET
easat-10823	153	15	effectiveness	effectiveness	NOUN
easat-10823	153	16	and	and	CCONJ
easat-10823	153	17	usefulness	usefulness	NOUN
easat-10823	153	18	of	of	ADP
easat-10823	153	19	ai	ai	VERB
easat-10823	153	20	for	for	ADP
easat-10823	153	21	enhancing	enhance	VERB
easat-10823	153	22	learning	learn	VERB
easat-10823	153	23	outcomes	outcome	NOUN
easat-10823	153	24	and	and	CCONJ
easat-10823	153	25	teaching	teach	VERB
easat-10823	153	26	quality	quality	NOUN
easat-10823	153	27	.	.	PUNCT
easat-10823	154	1	this	this	PRON
easat-10823	154	2	aligns	align	VERB
easat-10823	154	3	with	with	ADP
easat-10823	154	4	previous	previous	ADJ
easat-10823	154	5	research	research	NOUN
easat-10823	154	6	[	[	X
easat-10823	154	7	24	24	NUM
easat-10823	154	8	,	,	PUNCT
easat-10823	154	9	25	25	NUM
easat-10823	154	10	]	]	PUNCT
easat-10823	154	11	,	,	PUNCT
easat-10823	154	12	which	which	PRON
easat-10823	154	13	emphasizes	emphasize	VERB
easat-10823	154	14	that	that	SCONJ
easat-10823	154	15	behavioral	behavioral	ADJ
easat-10823	154	16	intention	intention	NOUN
easat-10823	154	17	is	be	AUX
easat-10823	154	18	a	a	DET
easat-10823	154	19	key	key	ADJ
easat-10823	154	20	predictor	predictor	NOUN
easat-10823	154	21	of	of	ADP
easat-10823	154	22	actual	actual	ADJ
easat-10823	154	23	technology	technology	NOUN
easat-10823	154	24	adoption	adoption	NOUN
easat-10823	154	25	.	.	PUNCT
easat-10823	155	1	strengthening	strengthen	VERB
easat-10823	155	2	this	this	DET
easat-10823	155	3	intention	intention	NOUN
easat-10823	155	4	through	through	ADP
easat-10823	155	5	targeted	target	VERB
easat-10823	155	6	professional	professional	ADJ
easat-10823	155	7	development	development	NOUN
easat-10823	155	8	,	,	PUNCT
easat-10823	155	9	institutional	institutional	ADJ
easat-10823	155	10	support	support	NOUN
easat-10823	155	11	,	,	PUNCT
easat-10823	155	12	and	and	CCONJ
easat-10823	155	13	accessible	accessible	ADJ
easat-10823	155	14	ai	ai	NOUN
easat-10823	155	15	tools	tool	NOUN
easat-10823	155	16	can	can	AUX
easat-10823	155	17	significantly	significantly	ADV
easat-10823	155	18	contribute	contribute	VERB
easat-10823	155	19	to	to	ADP
easat-10823	155	20	effective	effective	ADJ
easat-10823	155	21	and	and	CCONJ
easat-10823	155	22	sustainable	sustainable	ADJ
easat-10823	155	23	integration	integration	NOUN
easat-10823	155	24	of	of	ADP
easat-10823	155	25	ai	ai	NOUN
easat-10823	155	26	in	in	ADP
easat-10823	155	27	education	education	NOUN
easat-10823	155	28	[	[	X
easat-10823	155	29	3	3	NUM
easat-10823	155	30	,	,	PUNCT
easat-10823	155	31	26	26	NUM
easat-10823	155	32	,	,	PUNCT
easat-10823	155	33	27	27	NUM
easat-10823	155	34	]	]	PUNCT
easat-10823	155	35	.	.	PUNCT
easat-10823	156	1	future	future	ADJ
easat-10823	156	2	research	research	NOUN
easat-10823	156	3	should	should	AUX
easat-10823	156	4	connect	connect	VERB
easat-10823	156	5	these	these	DET
easat-10823	156	6	perceptions	perception	NOUN
easat-10823	156	7	with	with	ADP
easat-10823	156	8	objective	objective	ADJ
easat-10823	156	9	metrics	metric	NOUN
easat-10823	156	10	(	(	PUNCT
easat-10823	156	11	e.g.	e.g.	ADV
easat-10823	156	12	,	,	PUNCT
easat-10823	156	13	grades	grade	NOUN
easat-10823	156	14	,	,	PUNCT
easat-10823	156	15	retention	retention	NOUN
easat-10823	156	16	)	)	PUNCT
easat-10823	156	17	,	,	PUNCT
easat-10823	156	18	explore	explore	VERB
easat-10823	156	19	longitudinal	longitudinal	ADJ
easat-10823	156	20	effects	effect	NOUN
easat-10823	156	21	,	,	PUNCT
easat-10823	156	22	and	and	CCONJ
easat-10823	156	23	test	test	NOUN
easat-10823	156	24	hybrid	hybrid	NOUN
easat-10823	156	25	models	model	NOUN
easat-10823	156	26	where	where	SCONJ
easat-10823	156	27	ai	ai	VERB
easat-10823	156	28	complements	complement	NOUN
easat-10823	156	29	rather	rather	ADV
easat-10823	156	30	than	than	ADP
easat-10823	156	31	substitutes	substitute	VERB
easat-10823	156	32	human	human	ADJ
easat-10823	156	33	teaching	teaching	NOUN
easat-10823	156	34	.	.	PUNCT
easat-10823	157	1	6	6	X
easat-10823	157	2	.	.	X
easat-10823	157	3	conclusion	conclusion	NOUN
easat-10823	157	4	this	this	DET
easat-10823	157	5	study	study	NOUN
easat-10823	157	6	provides	provide	VERB
easat-10823	157	7	empirical	empirical	ADJ
easat-10823	157	8	evidence	evidence	NOUN
easat-10823	157	9	that	that	PRON
easat-10823	157	10	undergraduate	undergraduate	ADJ
easat-10823	157	11	students	student	NOUN
easat-10823	157	12	at	at	ADP
easat-10823	157	13	al	al	PROPN
easat-10823	157	14	-	-	PUNCT
easat-10823	157	15	baha	baha	PROPN
easat-10823	157	16	university	university	NOUN
easat-10823	157	17	hold	hold	VERB
easat-10823	157	18	favorable	favorable	ADJ
easat-10823	157	19	attitudes	attitude	NOUN
easat-10823	157	20	toward	toward	ADP
easat-10823	157	21	ai	ai	ADV
easat-10823	157	22	-	-	PUNCT
easat-10823	157	23	integrated	integrate	VERB
easat-10823	157	24	e	e	NOUN
easat-10823	157	25	-	-	ADJ
easat-10823	157	26	learning	learning	ADJ
easat-10823	157	27	tools	tool	NOUN
easat-10823	157	28	.	.	PUNCT
easat-10823	158	1	the	the	DET
easat-10823	158	2	high	high	ADJ
easat-10823	158	3	mean	mean	NOUN
easat-10823	158	4	values	value	NOUN
easat-10823	158	5	and	and	CCONJ
easat-10823	158	6	statistically	statistically	ADV
easat-10823	158	7	significant	significant	ADJ
easat-10823	158	8	results	result	NOUN
easat-10823	158	9	indicate	indicate	VERB
easat-10823	158	10	that	that	SCONJ
easat-10823	158	11	learners	learner	NOUN
easat-10823	158	12	perceive	perceive	VERB
easat-10823	158	13	these	these	DET
easat-10823	158	14	tools	tool	NOUN
easat-10823	158	15	as	as	ADP
easat-10823	158	16	beneficial	beneficial	ADJ
easat-10823	158	17	for	for	ADP
easat-10823	158	18	improving	improve	VERB
easat-10823	158	19	study	study	NOUN
easat-10823	158	20	skills	skill	NOUN
easat-10823	158	21	,	,	PUNCT
easat-10823	158	22	196	196	NUM
easat-10823	158	23	edelweiss	edelweiss	PROPN
easat-10823	158	24	applied	apply	VERB
easat-10823	158	25	science	science	NOUN
easat-10823	158	26	and	and	CCONJ
easat-10823	158	27	technology	technology	NOUN
easat-10823	158	28	issn	issn	PROPN
easat-10823	158	29	:	:	PUNCT
easat-10823	158	30	2576	2576	NUM
easat-10823	158	31	-	-	SYM
easat-10823	158	32	8484	8484	NUM
easat-10823	158	33	vol	vol	NOUN
easat-10823	158	34	.	.	PROPN
easat-10823	159	1	9	9	NUM
easat-10823	159	2	,	,	PUNCT
easat-10823	159	3	no	no	INTJ
easat-10823	159	4	.	.	NOUN
easat-10823	159	5	11	11	NUM
easat-10823	159	6	:	:	PUNCT
easat-10823	159	7	190	190	NUM
easat-10823	159	8	-	-	SYM
easat-10823	159	9	197	197	NUM
easat-10823	159	10	,	,	PUNCT
easat-10823	159	11	2025	2025	NUM
easat-10823	159	12	doi	doi	NOUN
easat-10823	159	13	:	:	PUNCT
easat-10823	159	14	10.55214/2576	10.55214/2576	NUM
easat-10823	159	15	-	-	SYM
easat-10823	159	16	8484.v9i11.10823	8484.v9i11.10823	PRON
easat-10823	159	17	©	©	PROPN
easat-10823	159	18	2025	2025	NUM
easat-10823	159	19	by	by	ADP
easat-10823	159	20	the	the	DET
easat-10823	159	21	author	author	NOUN
easat-10823	159	22	;	;	PUNCT
easat-10823	159	23	licensee	licensee	NOUN
easat-10823	159	24	learning	learn	VERB
easat-10823	159	25	gate	gate	NOUN
easat-10823	159	26	promoting	promote	VERB
easat-10823	159	27	collaboration	collaboration	NOUN
easat-10823	159	28	,	,	PUNCT
easat-10823	159	29	and	and	CCONJ
easat-10823	159	30	enhancing	enhance	VERB
easat-10823	159	31	their	their	PRON
easat-10823	159	32	overall	overall	ADJ
easat-10823	159	33	learning	learning	NOUN
easat-10823	159	34	experience	experience	NOUN
easat-10823	159	35	.	.	PUNCT
easat-10823	160	1	these	these	DET
easat-10823	160	2	findings	finding	NOUN
easat-10823	160	3	affirm	affirm	NOUN
easat-10823	160	4	that	that	PRON
easat-10823	160	5	ai	ai	VERB
easat-10823	160	6	has	have	VERB
easat-10823	160	7	the	the	DET
easat-10823	160	8	potential	potential	NOUN
easat-10823	160	9	to	to	PART
easat-10823	160	10	play	play	VERB
easat-10823	160	11	a	a	DET
easat-10823	160	12	transformative	transformative	ADJ
easat-10823	160	13	role	role	NOUN
easat-10823	160	14	in	in	ADP
easat-10823	160	15	digital	digital	ADJ
easat-10823	160	16	education	education	NOUN
easat-10823	160	17	,	,	PUNCT
easat-10823	160	18	particularly	particularly	ADV
easat-10823	160	19	when	when	SCONJ
easat-10823	160	20	aligned	align	VERB
easat-10823	160	21	with	with	ADP
easat-10823	160	22	learners	learner	NOUN
easat-10823	160	23	'	'	PART
easat-10823	160	24	needs	need	NOUN
easat-10823	160	25	and	and	CCONJ
easat-10823	160	26	institutional	institutional	ADJ
easat-10823	160	27	goals	goal	NOUN
easat-10823	160	28	.	.	PUNCT
easat-10823	161	1	by	by	ADP
easat-10823	161	2	effectively	effectively	ADV
easat-10823	161	3	bridging	bridge	VERB
easat-10823	161	4	the	the	DET
easat-10823	161	5	gap	gap	NOUN
easat-10823	161	6	between	between	ADP
easat-10823	161	7	theory	theory	NOUN
easat-10823	161	8	and	and	CCONJ
easat-10823	161	9	practice	practice	NOUN
easat-10823	161	10	,	,	PUNCT
easat-10823	161	11	this	this	DET
easat-10823	161	12	research	research	NOUN
easat-10823	161	13	demonstrates	demonstrate	VERB
easat-10823	161	14	that	that	SCONJ
easat-10823	161	15	ai	ai	AUX
easat-10823	161	16	-	-	PUNCT
easat-10823	161	17	enhanced	enhance	VERB
easat-10823	161	18	e	e	NOUN
easat-10823	161	19	-	-	ADJ
easat-10823	161	20	learning	learning	ADJ
easat-10823	161	21	environments	environment	NOUN
easat-10823	161	22	can	can	AUX
easat-10823	161	23	meaningfully	meaningfully	ADV
easat-10823	161	24	contribute	contribute	VERB
easat-10823	161	25	to	to	ADP
easat-10823	161	26	academic	academic	ADJ
easat-10823	161	27	performance	performance	NOUN
easat-10823	161	28	when	when	SCONJ
easat-10823	161	29	properly	properly	ADV
easat-10823	161	30	deployed	deploy	VERB
easat-10823	161	31	.	.	PUNCT
easat-10823	162	1	however	however	ADV
easat-10823	162	2	,	,	PUNCT
easat-10823	162	3	the	the	DET
easat-10823	162	4	realization	realization	NOUN
easat-10823	162	5	of	of	ADP
easat-10823	162	6	this	this	DET
easat-10823	162	7	potential	potential	NOUN
easat-10823	162	8	depends	depend	VERB
easat-10823	162	9	on	on	ADP
easat-10823	162	10	thoughtful	thoughtful	ADJ
easat-10823	162	11	implementation	implementation	NOUN
easat-10823	162	12	,	,	PUNCT
easat-10823	162	13	ongoing	ongoing	ADJ
easat-10823	162	14	evaluation	evaluation	NOUN
easat-10823	162	15	,	,	PUNCT
easat-10823	162	16	and	and	CCONJ
easat-10823	162	17	ethical	ethical	ADJ
easat-10823	162	18	oversight	oversight	NOUN
easat-10823	162	19	.	.	PUNCT
easat-10823	163	1	future	future	ADJ
easat-10823	163	2	efforts	effort	NOUN
easat-10823	163	3	should	should	AUX
easat-10823	163	4	focus	focus	VERB
easat-10823	163	5	on	on	ADP
easat-10823	163	6	longitudinal	longitudinal	ADJ
easat-10823	163	7	studies	study	NOUN
easat-10823	163	8	,	,	PUNCT
easat-10823	163	9	objective	objective	ADJ
easat-10823	163	10	performance	performance	NOUN
easat-10823	163	11	metrics	metric	NOUN
easat-10823	163	12	,	,	PUNCT
easat-10823	163	13	hybrid	hybrid	ADJ
easat-10823	163	14	ai	ai	ADJ
easat-10823	163	15	-	-	PUNCT
easat-10823	163	16	human	human	ADJ
easat-10823	163	17	teaching	teaching	NOUN
easat-10823	163	18	models	model	NOUN
easat-10823	163	19	,	,	PUNCT
easat-10823	163	20	and	and	CCONJ
easat-10823	163	21	contextspecific	contextspecific	ADJ
easat-10823	163	22	adaptivity	adaptivity	NOUN
easat-10823	163	23	to	to	PART
easat-10823	163	24	strengthen	strengthen	VERB
easat-10823	163	25	the	the	DET
easat-10823	163	26	role	role	NOUN
easat-10823	163	27	of	of	ADP
easat-10823	163	28	ai	ai	VERB
easat-10823	163	29	in	in	ADP
easat-10823	163	30	education	education	NOUN
easat-10823	163	31	and	and	CCONJ
easat-10823	163	32	ensure	ensure	VERB
easat-10823	163	33	equitable	equitable	ADJ
easat-10823	163	34	access	access	NOUN
easat-10823	163	35	and	and	CCONJ
easat-10823	163	36	outcomes	outcome	NOUN
easat-10823	163	37	for	for	ADP
easat-10823	163	38	all	all	DET
easat-10823	163	39	learners	learner	NOUN
easat-10823	163	40	.	.	PUNCT
easat-10823	164	1	based	base	VERB
easat-10823	164	2	on	on	ADP
easat-10823	164	3	the	the	DET
easat-10823	164	4	findings	finding	NOUN
easat-10823	164	5	of	of	ADP
easat-10823	164	6	this	this	DET
easat-10823	164	7	study	study	NOUN
easat-10823	164	8	,	,	PUNCT
easat-10823	164	9	several	several	ADJ
easat-10823	164	10	key	key	ADJ
easat-10823	164	11	recommendations	recommendation	NOUN
easat-10823	164	12	are	be	AUX
easat-10823	164	13	proposed	propose	VERB
easat-10823	164	14	to	to	PART
easat-10823	164	15	support	support	VERB
easat-10823	164	16	the	the	DET
easat-10823	164	17	effective	effective	ADJ
easat-10823	164	18	integration	integration	NOUN
easat-10823	164	19	of	of	ADP
easat-10823	164	20	ai	ai	PROPN
easat-10823	164	21	technologies	technology	NOUN
easat-10823	164	22	into	into	ADP
easat-10823	164	23	e	e	NOUN
easat-10823	164	24	-	-	ADJ
easat-10823	164	25	learning	learn	VERB
easat-10823	164	26	environments	environment	NOUN
easat-10823	164	27	.	.	PUNCT
easat-10823	165	1	first	first	ADV
easat-10823	165	2	,	,	PUNCT
easat-10823	165	3	universities	university	NOUN
easat-10823	165	4	should	should	AUX
easat-10823	165	5	allocate	allocate	VERB
easat-10823	165	6	sufficient	sufficient	ADJ
easat-10823	165	7	resources	resource	NOUN
easat-10823	165	8	to	to	PART
easat-10823	165	9	develop	develop	VERB
easat-10823	165	10	,	,	PUNCT
easat-10823	165	11	implement	implement	VERB
easat-10823	165	12	,	,	PUNCT
easat-10823	165	13	and	and	CCONJ
easat-10823	165	14	maintain	maintain	VERB
easat-10823	165	15	ai	ai	ADJ
easat-10823	165	16	-	-	PUNCT
easat-10823	165	17	enabled	enable	VERB
easat-10823	165	18	e	e	NOUN
easat-10823	165	19	-	-	ADJ
easat-10823	165	20	learning	learn	VERB
easat-10823	165	21	systems	system	NOUN
easat-10823	165	22	,	,	PUNCT
easat-10823	165	23	ensuring	ensure	VERB
easat-10823	165	24	scalable	scalable	ADJ
easat-10823	165	25	and	and	CCONJ
easat-10823	165	26	sustainable	sustainable	ADJ
easat-10823	165	27	infrastructure	infrastructure	NOUN
easat-10823	165	28	that	that	PRON
easat-10823	165	29	can	can	AUX
easat-10823	165	30	meet	meet	VERB
easat-10823	165	31	the	the	DET
easat-10823	165	32	evolving	evolve	VERB
easat-10823	165	33	demands	demand	NOUN
easat-10823	165	34	of	of	ADP
easat-10823	165	35	digital	digital	ADJ
easat-10823	165	36	education	education	NOUN
easat-10823	165	37	.	.	PUNCT
easat-10823	166	1	alongside	alongside	ADP
easat-10823	166	2	this	this	PRON
easat-10823	166	3	,	,	PUNCT
easat-10823	166	4	it	it	PRON
easat-10823	166	5	is	be	AUX
easat-10823	166	6	essential	essential	ADJ
easat-10823	166	7	to	to	PART
easat-10823	166	8	provide	provide	VERB
easat-10823	166	9	continuous	continuous	ADJ
easat-10823	166	10	training	training	NOUN
easat-10823	166	11	and	and	CCONJ
easat-10823	166	12	technical	technical	ADJ
easat-10823	166	13	support	support	NOUN
easat-10823	166	14	for	for	ADP
easat-10823	166	15	both	both	DET
easat-10823	166	16	faculty	faculty	NOUN
easat-10823	166	17	and	and	CCONJ
easat-10823	166	18	students	student	NOUN
easat-10823	166	19	,	,	PUNCT
easat-10823	166	20	enabling	enable	VERB
easat-10823	166	21	them	they	PRON
easat-10823	166	22	to	to	PART
easat-10823	166	23	effectively	effectively	ADV
easat-10823	166	24	engage	engage	VERB
easat-10823	166	25	with	with	ADP
easat-10823	166	26	ai	ai	ADJ
easat-10823	166	27	tools	tool	NOUN
easat-10823	166	28	and	and	CCONJ
easat-10823	166	29	adapt	adapt	VERB
easat-10823	166	30	to	to	ADP
easat-10823	166	31	emerging	emerge	VERB
easat-10823	166	32	technologies	technology	NOUN
easat-10823	166	33	.	.	PUNCT
easat-10823	167	1	furthermore	furthermore	ADV
easat-10823	167	2	,	,	PUNCT
easat-10823	167	3	institutions	institution	NOUN
easat-10823	167	4	must	must	AUX
easat-10823	167	5	establish	establish	VERB
easat-10823	167	6	ethical	ethical	ADJ
easat-10823	167	7	frameworks	framework	NOUN
easat-10823	167	8	that	that	PRON
easat-10823	167	9	address	address	VERB
easat-10823	167	10	critical	critical	ADJ
easat-10823	167	11	concerns	concern	NOUN
easat-10823	167	12	such	such	ADJ
easat-10823	167	13	as	as	ADP
easat-10823	167	14	data	data	NOUN
easat-10823	167	15	privacy	privacy	NOUN
easat-10823	167	16	,	,	PUNCT
easat-10823	167	17	algorithmic	algorithmic	ADJ
easat-10823	167	18	transparency	transparency	NOUN
easat-10823	167	19	,	,	PUNCT
easat-10823	167	20	fairness	fairness	NOUN
easat-10823	167	21	,	,	PUNCT
easat-10823	167	22	and	and	CCONJ
easat-10823	167	23	user	user	NOUN
easat-10823	167	24	autonomy	autonomy	NOUN
easat-10823	167	25	,	,	PUNCT
easat-10823	167	26	in	in	ADP
easat-10823	167	27	order	order	NOUN
easat-10823	167	28	to	to	PART
easat-10823	167	29	foster	foster	VERB
easat-10823	167	30	trust	trust	NOUN
easat-10823	167	31	and	and	CCONJ
easat-10823	167	32	safeguard	safeguard	VERB
easat-10823	167	33	the	the	DET
easat-10823	167	34	rights	right	NOUN
easat-10823	167	35	of	of	ADP
easat-10823	167	36	all	all	DET
easat-10823	167	37	stakeholders	stakeholder	NOUN
easat-10823	167	38	.	.	PUNCT
easat-10823	168	1	monitoring	monitoring	NOUN
easat-10823	168	2	and	and	CCONJ
easat-10823	168	3	evaluation	evaluation	NOUN
easat-10823	168	4	efforts	effort	NOUN
easat-10823	168	5	should	should	AUX
easat-10823	168	6	also	also	ADV
easat-10823	168	7	be	be	AUX
easat-10823	168	8	prioritized	prioritize	VERB
easat-10823	168	9	,	,	PUNCT
easat-10823	168	10	with	with	ADP
easat-10823	168	11	longitudinal	longitudinal	ADJ
easat-10823	168	12	studies	study	NOUN
easat-10823	168	13	conducted	conduct	VERB
easat-10823	168	14	to	to	PART
easat-10823	168	15	assess	assess	VERB
easat-10823	168	16	the	the	DET
easat-10823	168	17	long	long	ADJ
easat-10823	168	18	-	-	PUNCT
easat-10823	168	19	term	term	NOUN
easat-10823	168	20	effectiveness	effectiveness	NOUN
easat-10823	168	21	of	of	ADP
easat-10823	168	22	ai	ai	ADJ
easat-10823	168	23	tools	tool	NOUN
easat-10823	168	24	by	by	ADP
easat-10823	168	25	tracking	track	VERB
easat-10823	168	26	academic	academic	ADJ
easat-10823	168	27	performance	performance	NOUN
easat-10823	168	28	,	,	PUNCT
easat-10823	168	29	student	student	NOUN
easat-10823	168	30	engagement	engagement	NOUN
easat-10823	168	31	,	,	PUNCT
easat-10823	168	32	and	and	CCONJ
easat-10823	168	33	retention	retention	NOUN
easat-10823	168	34	rates	rate	NOUN
easat-10823	168	35	over	over	ADP
easat-10823	168	36	time	time	NOUN
easat-10823	168	37	.	.	PUNCT
easat-10823	169	1	importantly	importantly	ADV
easat-10823	169	2	,	,	PUNCT
easat-10823	169	3	ai	ai	VERB
easat-10823	169	4	systems	system	NOUN
easat-10823	169	5	should	should	AUX
easat-10823	169	6	be	be	AUX
easat-10823	169	7	designed	design	VERB
easat-10823	169	8	to	to	PART
easat-10823	169	9	complement	complement	VERB
easat-10823	169	10	rather	rather	ADV
easat-10823	169	11	than	than	ADP
easat-10823	169	12	replace	replace	VERB
easat-10823	169	13	human	human	ADJ
easat-10823	169	14	instruction	instruction	NOUN
easat-10823	169	15	,	,	PUNCT
easat-10823	169	16	promoting	promote	VERB
easat-10823	169	17	hybrid	hybrid	ADJ
easat-10823	169	18	instructional	instructional	ADJ
easat-10823	169	19	models	model	NOUN
easat-10823	169	20	that	that	PRON
easat-10823	169	21	preserve	preserve	VERB
easat-10823	169	22	the	the	DET
easat-10823	169	23	social	social	ADJ
easat-10823	169	24	,	,	PUNCT
easat-10823	169	25	emotional	emotional	ADJ
easat-10823	169	26	,	,	PUNCT
easat-10823	169	27	and	and	CCONJ
easat-10823	169	28	pedagogical	pedagogical	ADJ
easat-10823	169	29	dimensions	dimension	NOUN
easat-10823	169	30	of	of	ADP
easat-10823	169	31	the	the	DET
easat-10823	169	32	learning	learning	NOUN
easat-10823	169	33	process	process	NOUN
easat-10823	169	34	.	.	PUNCT
easat-10823	170	1	to	to	PART
easat-10823	170	2	enhance	enhance	VERB
easat-10823	170	3	adaptability	adaptability	NOUN
easat-10823	170	4	and	and	CCONJ
easat-10823	170	5	responsiveness	responsiveness	NOUN
easat-10823	170	6	,	,	PUNCT
easat-10823	170	7	human	human	NOUN
easat-10823	170	8	-	-	PUNCT
easat-10823	170	9	in	in	ADP
easat-10823	170	10	-	-	PUNCT
easat-10823	170	11	the	the	DET
easat-10823	170	12	-	-	PUNCT
easat-10823	170	13	loop	loop	NOUN
easat-10823	170	14	strategies	strategy	NOUN
easat-10823	170	15	and	and	CCONJ
easat-10823	170	16	iterative	iterative	ADJ
easat-10823	170	17	feedback	feedback	NOUN
easat-10823	170	18	mechanisms	mechanism	NOUN
easat-10823	170	19	should	should	AUX
easat-10823	170	20	be	be	AUX
easat-10823	170	21	integrated	integrate	VERB
easat-10823	170	22	,	,	PUNCT
easat-10823	170	23	allowing	allow	VERB
easat-10823	170	24	continuous	continuous	ADJ
easat-10823	170	25	refinement	refinement	NOUN
easat-10823	170	26	of	of	ADP
easat-10823	170	27	ai	ai	ADJ
easat-10823	170	28	-	-	PUNCT
easat-10823	170	29	generated	generate	VERB
easat-10823	170	30	decisions	decision	NOUN
easat-10823	170	31	based	base	VERB
easat-10823	170	32	on	on	ADP
easat-10823	170	33	real	real	ADJ
easat-10823	170	34	-	-	PUNCT
easat-10823	170	35	time	time	NOUN
easat-10823	170	36	learner	learner	NOUN
easat-10823	170	37	input	input	NOUN
easat-10823	170	38	.	.	PUNCT
easat-10823	171	1	finally	finally	ADV
easat-10823	171	2	,	,	PUNCT
easat-10823	171	3	the	the	DET
easat-10823	171	4	adoption	adoption	NOUN
easat-10823	171	5	of	of	ADP
easat-10823	171	6	explainable	explainable	ADJ
easat-10823	171	7	ai	ai	NOUN
easat-10823	171	8	(	(	PUNCT
easat-10823	171	9	xai	xai	PROPN
easat-10823	171	10	)	)	PUNCT
easat-10823	171	11	techniques	technique	NOUN
easat-10823	171	12	is	be	AUX
easat-10823	171	13	crucial	crucial	ADJ
easat-10823	171	14	to	to	PART
easat-10823	171	15	help	help	VERB
easat-10823	171	16	students	student	NOUN
easat-10823	171	17	understand	understand	VERB
easat-10823	171	18	how	how	SCONJ
easat-10823	171	19	ai	ai	AUX
easat-10823	171	20	systems	system	NOUN
easat-10823	171	21	operate	operate	VERB
easat-10823	171	22	and	and	CCONJ
easat-10823	171	23	arrive	arrive	VERB
easat-10823	171	24	at	at	ADP
easat-10823	171	25	decisions	decision	NOUN
easat-10823	171	26	,	,	PUNCT
easat-10823	171	27	thereby	thereby	ADV
easat-10823	171	28	improving	improve	VERB
easat-10823	171	29	transparency	transparency	NOUN
easat-10823	171	30	,	,	PUNCT
easat-10823	171	31	interpretability	interpretability	NOUN
easat-10823	171	32	,	,	PUNCT
easat-10823	171	33	and	and	CCONJ
easat-10823	171	34	overall	overall	ADJ
easat-10823	171	35	user	user	NOUN
easat-10823	171	36	confidence	confidence	NOUN
easat-10823	171	37	in	in	ADP
easat-10823	171	38	these	these	DET
easat-10823	171	39	technologies	technology	NOUN
easat-10823	171	40	.	.	PUNCT
easat-10823	172	1	transparency	transparency	NOUN
easat-10823	172	2	:	:	PUNCT
easat-10823	172	3	the	the	DET
easat-10823	172	4	author	author	NOUN
easat-10823	172	5	confirms	confirm	VERB
easat-10823	172	6	that	that	SCONJ
easat-10823	172	7	the	the	DET
easat-10823	172	8	manuscript	manuscript	NOUN
easat-10823	172	9	is	be	AUX
easat-10823	172	10	an	an	DET
easat-10823	172	11	honest	honest	ADJ
easat-10823	172	12	,	,	PUNCT
easat-10823	172	13	accurate	accurate	ADJ
easat-10823	172	14	,	,	PUNCT
easat-10823	172	15	and	and	CCONJ
easat-10823	172	16	transparent	transparent	ADJ
easat-10823	172	17	account	account	NOUN
easat-10823	172	18	of	of	ADP
easat-10823	172	19	the	the	DET
easat-10823	172	20	study	study	NOUN
easat-10823	172	21	;	;	PUNCT
easat-10823	172	22	that	that	SCONJ
easat-10823	172	23	no	no	DET
easat-10823	172	24	vital	vital	ADJ
easat-10823	172	25	features	feature	NOUN
easat-10823	172	26	of	of	ADP
easat-10823	172	27	the	the	DET
easat-10823	172	28	study	study	NOUN
easat-10823	172	29	have	have	AUX
easat-10823	172	30	been	be	AUX
easat-10823	172	31	omitted	omit	VERB
easat-10823	172	32	;	;	PUNCT
easat-10823	172	33	and	and	CCONJ
easat-10823	172	34	that	that	SCONJ
easat-10823	172	35	any	any	DET
easat-10823	172	36	discrepancies	discrepancy	NOUN
easat-10823	172	37	from	from	ADP
easat-10823	172	38	the	the	DET
easat-10823	172	39	study	study	NOUN
easat-10823	172	40	as	as	SCONJ
easat-10823	172	41	planned	plan	VERB
easat-10823	172	42	have	have	AUX
easat-10823	172	43	been	be	AUX
easat-10823	172	44	explained	explain	VERB
easat-10823	172	45	.	.	PUNCT
easat-10823	173	1	this	this	DET
easat-10823	173	2	study	study	NOUN
easat-10823	173	3	followed	follow	VERB
easat-10823	173	4	all	all	DET
easat-10823	173	5	ethical	ethical	ADJ
easat-10823	173	6	practices	practice	NOUN
easat-10823	173	7	during	during	ADP
easat-10823	173	8	writing	writing	NOUN
easat-10823	173	9	.	.	PUNCT
easat-10823	174	1	copyright	copyright	NOUN
easat-10823	174	2	:	:	PUNCT
easat-10823	174	3	©	©	PROPN
easat-10823	174	4	2025	2025	NUM
easat-10823	174	5	by	by	ADP
easat-10823	174	6	the	the	DET
easat-10823	174	7	author	author	NOUN
easat-10823	174	8	.	.	PUNCT
easat-10823	175	1	this	this	DET
easat-10823	175	2	article	article	NOUN
easat-10823	175	3	is	be	AUX
easat-10823	175	4	an	an	DET
easat-10823	175	5	open	open	ADJ
easat-10823	175	6	-	-	PUNCT
easat-10823	175	7	access	access	NOUN
easat-10823	175	8	article	article	NOUN
easat-10823	175	9	distributed	distribute	VERB
easat-10823	175	10	under	under	ADP
easat-10823	175	11	the	the	DET
easat-10823	175	12	terms	term	NOUN
easat-10823	175	13	and	and	CCONJ
easat-10823	175	14	conditions	condition	NOUN
easat-10823	175	15	of	of	ADP
easat-10823	175	16	the	the	DET
easat-10823	175	17	creative	creative	ADJ
easat-10823	175	18	commons	common	NOUN
easat-10823	175	19	attribution	attribution	NOUN
easat-10823	175	20	(	(	PUNCT
easat-10823	175	21	cc	cc	NOUN
easat-10823	175	22	by	by	ADP
easat-10823	175	23	)	)	PUNCT
easat-10823	175	24	license	license	NOUN
easat-10823	175	25	(	(	PUNCT
easat-10823	175	26	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-10823	175	27	)	)	PUNCT
easat-10823	175	28	.	.	PUNCT
easat-10823	176	1	references	reference	NOUN
easat-10823	176	2	[	[	X
easat-10823	176	3	1	1	X
easat-10823	176	4	]	]	X
easat-10823	176	5	u.	u.	PROPN
easat-10823	176	6	k.	k.	PROPN
easat-10823	176	7	xursanovna	xursanovna	PROPN
easat-10823	176	8	,	,	PUNCT
easat-10823	176	9	y.	y.	PROPN
easat-10823	176	10	g.	g.	PROPN
easat-10823	176	11	makhmudovna	makhmudovna	PROPN
easat-10823	176	12	,	,	PUNCT
easat-10823	176	13	a.	a.	PROPN
easat-10823	176	14	n.	n.	PROPN
easat-10823	176	15	rustamovna	rustamovna	PROPN
easat-10823	176	16	,	,	PUNCT
easat-10823	176	17	t.	t.	PROPN
easat-10823	176	18	g.	g.	PROPN
easat-10823	176	19	arturovna	arturovna	PROPN
easat-10823	176	20	,	,	PUNCT
easat-10823	176	21	and	and	CCONJ
easat-10823	176	22	u.	u.	PROPN
easat-10823	176	23	a.	a.	PROPN
easat-10823	176	24	vitalyevna	vitalyevna	NOUN
easat-10823	176	25	,	,	PUNCT
easat-10823	176	26	"	"	PUNCT
easat-10823	176	27	the	the	DET
easat-10823	176	28	role	role	NOUN
easat-10823	176	29	of	of	ADP
easat-10823	176	30	aibased	aibased	ADJ
easat-10823	176	31	learning	learning	NOUN
easat-10823	176	32	analytics	analytic	NOUN
easat-10823	176	33	in	in	ADP
easat-10823	176	34	improving	improve	VERB
easat-10823	176	35	student	student	NOUN
easat-10823	176	36	performance	performance	NOUN
easat-10823	176	37	in	in	ADP
easat-10823	176	38	e	e	NOUN
easat-10823	176	39	-	-	ADJ
easat-10823	176	40	learning	learning	ADJ
easat-10823	176	41	platforms	platform	NOUN
easat-10823	176	42	,	,	PUNCT
easat-10823	176	43	"	"	PUNCT
easat-10823	176	44	international	international	ADJ
easat-10823	176	45	journal	journal	NOUN
easat-10823	176	46	of	of	ADP
easat-10823	176	47	environmental	environmental	ADJ
easat-10823	176	48	sciences	science	NOUN
easat-10823	176	49	,	,	PUNCT
easat-10823	176	50	vol	vol	NOUN
easat-10823	176	51	.	.	PROPN
easat-10823	176	52	11	11	NUM
easat-10823	176	53	,	,	PUNCT
easat-10823	176	54	no	no	INTJ
easat-10823	176	55	.	.	PUNCT
easat-10823	177	1	2s	2s	NUM
easat-10823	177	2	,	,	PUNCT
easat-10823	177	3	pp	pp	ADJ
easat-10823	177	4	.	.	PUNCT
easat-10823	178	1	509	509	NUM
easat-10823	178	2	-	-	SYM
easat-10823	178	3	517	517	NUM
easat-10823	178	4	,	,	PUNCT
easat-10823	178	5	2025	2025	NUM
easat-10823	178	6	.	.	PUNCT
easat-10823	179	1	https://doi.org/10.64252/nj245y51	https://doi.org/10.64252/nj245y51	X
easat-10823	180	1	[	[	X
easat-10823	180	2	2	2	NUM
easat-10823	180	3	]	]	PUNCT
easat-10823	180	4	w.	w.	PROPN
easat-10823	180	5	zhu	zhu	PROPN
easat-10823	180	6	,	,	PUNCT
easat-10823	180	7	l.	l.	PROPN
easat-10823	180	8	wei	wei	PROPN
easat-10823	180	9	,	,	PUNCT
easat-10823	180	10	and	and	CCONJ
easat-10823	180	11	y.	y.	PROPN
easat-10823	180	12	qin	qin	PROPN
easat-10823	180	13	,	,	PUNCT
easat-10823	180	14	"	"	PUNCT
easat-10823	180	15	artificial	artificial	ADJ
easat-10823	180	16	intelligence	intelligence	NOUN
easat-10823	180	17	in	in	ADP
easat-10823	180	18	education	education	NOUN
easat-10823	180	19	(	(	PUNCT
easat-10823	180	20	aied	aied	ADJ
easat-10823	180	21	):	):	PUNCT
easat-10823	180	22	publication	publication	NOUN
easat-10823	180	23	patterns	pattern	NOUN
easat-10823	180	24	,	,	PUNCT
easat-10823	180	25	keywords	keyword	NOUN
easat-10823	180	26	,	,	PUNCT
easat-10823	180	27	and	and	CCONJ
easat-10823	180	28	research	research	NOUN
easat-10823	180	29	focuses	focus	VERB
easat-10823	180	30	,	,	PUNCT
easat-10823	180	31	"	"	PUNCT
easat-10823	180	32	information	information	NOUN
easat-10823	180	33	,	,	PUNCT
easat-10823	180	34	vol	vol	NOUN
easat-10823	180	35	.	.	PROPN
easat-10823	180	36	16	16	NUM
easat-10823	180	37	,	,	PUNCT
easat-10823	180	38	no	no	INTJ
easat-10823	180	39	.	.	NOUN
easat-10823	180	40	9	9	NUM
easat-10823	180	41	,	,	PUNCT
easat-10823	180	42	p.	p.	NOUN
easat-10823	180	43	725	725	NUM
easat-10823	180	44	,	,	PUNCT
easat-10823	180	45	2025	2025	NUM
easat-10823	180	46	.	.	PUNCT
easat-10823	181	1	https://doi.org/10.3390/info16090725	https://doi.org/10.3390/info16090725	PROPN
easat-10823	181	2	[	[	X
easat-10823	181	3	3	3	X
easat-10823	181	4	]	]	PUNCT
easat-10823	181	5	k.	k.	PROPN
easat-10823	181	6	jia	jia	PROPN
easat-10823	181	7	et	et	PROPN
easat-10823	181	8	al	al	PROPN
easat-10823	181	9	.	.	PROPN
easat-10823	181	10	,	,	PUNCT
easat-10823	181	11	"	"	PUNCT
easat-10823	181	12	research	research	NOUN
easat-10823	181	13	landscape	landscape	NOUN
easat-10823	181	14	of	of	ADP
easat-10823	181	15	artificial	artificial	ADJ
easat-10823	181	16	intelligence	intelligence	NOUN
easat-10823	181	17	and	and	CCONJ
easat-10823	181	18	e	e	NOUN
easat-10823	181	19	-	-	ADJ
easat-10823	181	20	learning	learning	NOUN
easat-10823	181	21	:	:	PUNCT
easat-10823	181	22	a	a	DET
easat-10823	181	23	bibliometric	bibliometric	ADJ
easat-10823	181	24	research	research	NOUN
easat-10823	181	25	,	,	PUNCT
easat-10823	181	26	"	"	PUNCT
easat-10823	181	27	frontiers	frontier	NOUN
easat-10823	181	28	in	in	ADP
easat-10823	181	29	psychology	psychology	NOUN
easat-10823	181	30	,	,	PUNCT
easat-10823	181	31	vol	vol	NOUN
easat-10823	181	32	.	.	PROPN
easat-10823	181	33	13	13	NUM
easat-10823	181	34	,	,	PUNCT
easat-10823	181	35	p.	p.	NOUN
easat-10823	181	36	795039	795039	NUM
easat-10823	181	37	,	,	PUNCT
easat-10823	181	38	2022	2022	NUM
easat-10823	181	39	.	.	PUNCT
easat-10823	182	1	https://doi.org/10.3389/fpsyg.2022.795039	https://doi.org/10.3389/fpsyg.2022.795039	PROPN
easat-10823	182	2	[	[	X
easat-10823	182	3	4	4	NUM
easat-10823	182	4	]	]	PUNCT
easat-10823	182	5	z.	z.	PROPN
easat-10823	182	6	boussouf	boussouf	PROPN
easat-10823	182	7	,	,	PUNCT
easat-10823	182	8	h.	h.	PROPN
easat-10823	182	9	amrani	amrani	PROPN
easat-10823	182	10	,	,	PUNCT
easat-10823	182	11	m.	m.	NOUN
easat-10823	182	12	z.	z.	PROPN
easat-10823	182	13	khal	khal	PROPN
easat-10823	182	14	,	,	PUNCT
easat-10823	182	15	and	and	CCONJ
easat-10823	182	16	f.	f.	PROPN
easat-10823	182	17	daidai	daidai	PROPN
easat-10823	182	18	,	,	PUNCT
easat-10823	182	19	"	"	PUNCT
easat-10823	182	20	artificial	artificial	ADJ
easat-10823	182	21	intelligence	intelligence	NOUN
easat-10823	182	22	in	in	ADP
easat-10823	182	23	education	education	NOUN
easat-10823	182	24	:	:	PUNCT
easat-10823	182	25	a	a	DET
easat-10823	182	26	systematic	systematic	ADJ
easat-10823	182	27	literature	literature	NOUN
easat-10823	182	28	review	review	NOUN
easat-10823	182	29	,	,	PUNCT
easat-10823	182	30	"	"	PUNCT
easat-10823	182	31	data	datum	NOUN
easat-10823	182	32	and	and	CCONJ
easat-10823	182	33	metadata	metadata	NOUN
easat-10823	182	34	,	,	PUNCT
easat-10823	182	35	vol	vol	NOUN
easat-10823	182	36	.	.	PROPN
easat-10823	182	37	3	3	NUM
easat-10823	182	38	,	,	PUNCT
easat-10823	182	39	p.	p.	NOUN
easat-10823	182	40	288	288	NUM
easat-10823	182	41	,	,	PUNCT
easat-10823	182	42	2024	2024	NUM
easat-10823	182	43	.	.	PUNCT
easat-10823	183	1	[	[	X
easat-10823	183	2	5	5	X
easat-10823	183	3	]	]	PUNCT
easat-10823	183	4	t.	t.	PROPN
easat-10823	183	5	baig	baig	PROPN
easat-10823	183	6	,	,	PUNCT
easat-10823	183	7	m.	m.	NOUN
easat-10823	183	8	m.	m.	PROPN
easat-10823	183	9	bandeali	bandeali	PROPN
easat-10823	183	10	,	,	PUNCT
easat-10823	183	11	m.	m.	PROPN
easat-10823	183	12	y.	y.	PROPN
easat-10823	183	13	bhutto	bhutto	PROPN
easat-10823	183	14	,	,	PUNCT
easat-10823	183	15	and	and	CCONJ
easat-10823	183	16	h.	h.	PROPN
easat-10823	183	17	gul	gul	PROPN
easat-10823	183	18	,	,	PUNCT
easat-10823	183	19	"	"	PUNCT
easat-10823	183	20	the	the	DET
easat-10823	183	21	impact	impact	NOUN
easat-10823	183	22	of	of	ADP
easat-10823	183	23	artificial	artificial	ADJ
easat-10823	183	24	intelligence	intelligence	NOUN
easat-10823	183	25	on	on	ADP
easat-10823	183	26	adaptive	adaptive	ADJ
easat-10823	183	27	learning	learning	NOUN
easat-10823	183	28	:	:	PUNCT
easat-10823	183	29	a	a	DET
easat-10823	183	30	comparative	comparative	ADJ
easat-10823	183	31	study	study	NOUN
easat-10823	183	32	of	of	ADP
easat-10823	183	33	traditional	traditional	ADJ
easat-10823	183	34	and	and	CCONJ
easat-10823	183	35	ai	ai	ADJ
easat-10823	183	36	-	-	PUNCT
easat-10823	183	37	based	base	VERB
easat-10823	183	38	pedagogies	pedagogy	NOUN
easat-10823	183	39	,	,	PUNCT
easat-10823	183	40	"	"	PUNCT
easat-10823	183	41	dialogue	dialogue	NOUN
easat-10823	183	42	social	social	PROPN
easat-10823	183	43	science	science	PROPN
easat-10823	183	44	review	review	PROPN
easat-10823	183	45	,	,	PUNCT
easat-10823	183	46	vol	vol	NOUN
easat-10823	183	47	.	.	PROPN
easat-10823	184	1	3	3	NUM
easat-10823	184	2	,	,	PUNCT
easat-10823	184	3	no	no	INTJ
easat-10823	184	4	.	.	NOUN
easat-10823	184	5	3	3	NUM
easat-10823	184	6	,	,	PUNCT
easat-10823	184	7	pp	pp	ADJ
easat-10823	184	8	.	.	PUNCT
easat-10823	185	1	926	926	NUM
easat-10823	185	2	-	-	SYM
easat-10823	185	3	941	941	NUM
easat-10823	185	4	,	,	PUNCT
easat-10823	185	5	2025	2025	NUM
easat-10823	185	6	.	.	PUNCT
easat-10823	186	1	[	[	X
easat-10823	186	2	6	6	NUM
easat-10823	186	3	]	]	PUNCT
easat-10823	186	4	f.	f.	PROPN
easat-10823	186	5	d.	d.	PROPN
easat-10823	186	6	davis	davis	PROPN
easat-10823	186	7	,	,	PUNCT
easat-10823	186	8	"	"	PUNCT
easat-10823	186	9	a	a	DET
easat-10823	186	10	technology	technology	NOUN
easat-10823	186	11	acceptance	acceptance	NOUN
easat-10823	186	12	model	model	NOUN
easat-10823	186	13	for	for	ADP
easat-10823	186	14	empirically	empirically	ADV
easat-10823	186	15	testing	test	VERB
easat-10823	186	16	new	new	ADJ
easat-10823	186	17	end	end	NOUN
easat-10823	186	18	-	-	PUNCT
easat-10823	186	19	user	user	NOUN
easat-10823	186	20	information	information	NOUN
easat-10823	186	21	systems	system	NOUN
easat-10823	186	22	:	:	PUNCT
easat-10823	186	23	theory	theory	NOUN
easat-10823	186	24	and	and	CCONJ
easat-10823	186	25	results	result	NOUN
easat-10823	186	26	,	,	PUNCT
easat-10823	186	27	"	"	PUNCT
easat-10823	186	28	doctoral	doctoral	ADJ
easat-10823	186	29	dissertation	dissertation	NOUN
easat-10823	186	30	.	.	PUNCT
easat-10823	187	1	massachusetts	massachusetts	PROPN
easat-10823	187	2	institute	institute	PROPN
easat-10823	187	3	of	of	ADP
easat-10823	187	4	technology	technology	PROPN
easat-10823	187	5	,	,	PUNCT
easat-10823	187	6	cambridge	cambridge	PROPN
easat-10823	187	7	,	,	PUNCT
easat-10823	187	8	ma	ma	PROPN
easat-10823	187	9	,	,	PUNCT
easat-10823	187	10	1986	1986	NUM
easat-10823	187	11	.	.	PUNCT
easat-10823	188	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-10823	188	2	https://doi.org/10.64252/nj245y51	https://doi.org/10.64252/nj245y51	PROPN
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easat-10823	188	4	https://doi.org/10.3389/fpsyg.2022.795039	https://doi.org/10.3389/fpsyg.2022.795039	PROPN
easat-10823	188	5	197	197	NUM
easat-10823	188	6	edelweiss	edelweiss	PROPN
easat-10823	188	7	applied	apply	VERB
easat-10823	188	8	science	science	NOUN
easat-10823	188	9	and	and	CCONJ
easat-10823	188	10	technology	technology	NOUN
easat-10823	188	11	issn	issn	PROPN
easat-10823	188	12	:	:	PUNCT
easat-10823	188	13	2576	2576	NUM
easat-10823	188	14	-	-	SYM
easat-10823	188	15	8484	8484	NUM
easat-10823	188	16	vol	vol	NOUN
easat-10823	188	17	.	.	PROPN
easat-10823	189	1	9	9	NUM
easat-10823	189	2	,	,	PUNCT
easat-10823	189	3	no	no	INTJ
easat-10823	189	4	.	.	NOUN
easat-10823	189	5	11	11	NUM
easat-10823	189	6	:	:	PUNCT
easat-10823	189	7	190	190	NUM
easat-10823	189	8	-	-	SYM
easat-10823	189	9	197	197	NUM
easat-10823	189	10	,	,	PUNCT
easat-10823	189	11	2025	2025	NUM
easat-10823	189	12	doi	doi	NOUN
easat-10823	189	13	:	:	PUNCT
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easat-10823	189	15	-	-	SYM
easat-10823	189	16	8484.v9i11.10823	8484.v9i11.10823	PRON
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easat-10823	189	18	2025	2025	NUM
easat-10823	189	19	by	by	ADP
easat-10823	189	20	the	the	DET
easat-10823	189	21	author	author	NOUN
easat-10823	189	22	;	;	PUNCT
easat-10823	189	23	licensee	licensee	PROPN
easat-10823	189	24	learning	learning	NOUN
easat-10823	189	25	gate	gate	NOUN
easat-10823	190	1	[	[	X
easat-10823	190	2	7	7	NUM
easat-10823	190	3	]	]	X
easat-10823	190	4	h.	h.	PROPN
easat-10823	190	5	cigdem	cigdem	PROPN
easat-10823	190	6	and	and	CCONJ
easat-10823	190	7	a.	a.	NOUN
easat-10823	190	8	topcu	topcu	PROPN
easat-10823	190	9	,	,	PUNCT
easat-10823	190	10	"	"	PUNCT
easat-10823	190	11	predictors	predictor	NOUN
easat-10823	190	12	of	of	ADP
easat-10823	190	13	instructors	instructor	NOUN
easat-10823	190	14	’	'	PUNCT
easat-10823	190	15	behavioral	behavioral	ADJ
easat-10823	190	16	intention	intention	NOUN
easat-10823	190	17	to	to	PART
easat-10823	190	18	use	use	VERB
easat-10823	190	19	learning	learn	VERB
easat-10823	190	20	management	management	NOUN
easat-10823	190	21	system	system	NOUN
easat-10823	190	22	:	:	PUNCT
easat-10823	190	23	a	a	DET
easat-10823	190	24	turkish	turkish	ADJ
easat-10823	190	25	vocational	vocational	ADJ
easat-10823	190	26	college	college	NOUN
easat-10823	190	27	example	example	NOUN
easat-10823	190	28	,	,	PUNCT
easat-10823	190	29	"	"	PUNCT
easat-10823	190	30	computers	computer	NOUN
easat-10823	190	31	in	in	ADP
easat-10823	190	32	human	human	ADJ
easat-10823	190	33	behavior	behavior	NOUN
easat-10823	190	34	,	,	PUNCT
easat-10823	190	35	vol	vol	NOUN
easat-10823	190	36	.	.	PROPN
easat-10823	190	37	52	52	NUM
easat-10823	190	38	,	,	PUNCT
easat-10823	190	39	pp	pp	ADJ
easat-10823	190	40	.	.	PUNCT
easat-10823	190	41	22	22	NUM
easat-10823	190	42	-	-	SYM
easat-10823	190	43	28	28	NUM
easat-10823	190	44	,	,	PUNCT
easat-10823	190	45	2015	2015	NUM
easat-10823	190	46	.	.	PUNCT
easat-10823	191	1	https://doi.org/10.1016/j.chb.2015.05.049	https://doi.org/10.1016/j.chb.2015.05.049	VERB
easat-10823	191	2	[	[	X
easat-10823	191	3	8	8	NUM
easat-10823	191	4	]	]	PUNCT
easat-10823	191	5	c.-t	c.-t	NOUN
easat-10823	191	6	.	.	PUNCT
easat-10823	192	1	chang	chang	PROPN
easat-10823	192	2	,	,	PUNCT
easat-10823	192	3	j.	j.	PROPN
easat-10823	192	4	hajiyev	hajiyev	PROPN
easat-10823	192	5	,	,	PUNCT
easat-10823	192	6	and	and	CCONJ
easat-10823	192	7	c.-r	c.-r	PROPN
easat-10823	192	8	.	.	PUNCT
easat-10823	193	1	su	su	PROPN
easat-10823	193	2	,	,	PUNCT
easat-10823	193	3	"	"	PUNCT
easat-10823	193	4	examining	examine	VERB
easat-10823	193	5	the	the	DET
easat-10823	193	6	students	student	NOUN
easat-10823	193	7	’	'	PUNCT
easat-10823	193	8	behavioral	behavioral	ADJ
easat-10823	193	9	intention	intention	NOUN
easat-10823	193	10	to	to	PART
easat-10823	193	11	use	use	VERB
easat-10823	193	12	e	e	NOUN
easat-10823	193	13	-	-	NOUN
easat-10823	193	14	learning	learn	VERB
easat-10823	193	15	in	in	ADP
easat-10823	193	16	azerbaijan	azerbaijan	PROPN
easat-10823	193	17	?	?	PUNCT
easat-10823	194	1	the	the	DET
easat-10823	194	2	general	general	ADJ
easat-10823	194	3	extended	extend	VERB
easat-10823	194	4	technology	technology	NOUN
easat-10823	194	5	acceptance	acceptance	NOUN
easat-10823	194	6	model	model	NOUN
easat-10823	194	7	for	for	ADP
easat-10823	194	8	e	e	NOUN
easat-10823	194	9	-	-	ADJ
easat-10823	194	10	learning	learning	ADJ
easat-10823	194	11	approach	approach	NOUN
easat-10823	194	12	,	,	PUNCT
easat-10823	194	13	"	"	PUNCT
easat-10823	194	14	computers	computer	NOUN
easat-10823	194	15	&	&	CCONJ
easat-10823	194	16	education	education	NOUN
easat-10823	194	17	,	,	PUNCT
easat-10823	194	18	vol	vol	NOUN
easat-10823	194	19	.	.	NOUN
easat-10823	194	20	111	111	NUM
easat-10823	194	21	,	,	PUNCT
easat-10823	194	22	pp	pp	ADJ
easat-10823	194	23	.	.	PUNCT
easat-10823	195	1	128	128	NUM
easat-10823	195	2	-	-	SYM
easat-10823	195	3	143	143	NUM
easat-10823	195	4	,	,	PUNCT
easat-10823	195	5	2017	2017	NUM
easat-10823	195	6	.	.	PUNCT
easat-10823	196	1	https://doi.org/10.1016/j.compedu.2017.04.010	https://doi.org/10.1016/j.compedu.2017.04.010	PROPN
easat-10823	196	2	[	[	X
easat-10823	196	3	9	9	NUM
easat-10823	196	4	]	]	PUNCT
easat-10823	196	5	i.	i.	NOUN
easat-10823	196	6	gligorea	gligorea	PROPN
easat-10823	196	7	,	,	PUNCT
easat-10823	196	8	m.	m.	NOUN
easat-10823	196	9	cioca	cioca	PROPN
easat-10823	196	10	,	,	PUNCT
easat-10823	196	11	r.	r.	PROPN
easat-10823	196	12	oancea	oancea	PROPN
easat-10823	196	13	,	,	PUNCT
easat-10823	196	14	a.-t	a.-t	PROPN
easat-10823	196	15	.	.	PUNCT
easat-10823	197	1	gorski	gorski	PROPN
easat-10823	197	2	,	,	PUNCT
easat-10823	197	3	h.	h.	PROPN
easat-10823	197	4	gorski	gorski	PROPN
easat-10823	197	5	,	,	PUNCT
easat-10823	197	6	and	and	CCONJ
easat-10823	197	7	p.	p.	NOUN
easat-10823	197	8	tudorache	tudorache	NOUN
easat-10823	197	9	,	,	PUNCT
easat-10823	197	10	"	"	PUNCT
easat-10823	197	11	adaptive	adaptive	ADJ
easat-10823	197	12	learning	learning	NOUN
easat-10823	197	13	using	use	VERB
easat-10823	197	14	artificial	artificial	ADJ
easat-10823	197	15	intelligence	intelligence	NOUN
easat-10823	197	16	in	in	ADP
easat-10823	197	17	e	e	NOUN
easat-10823	197	18	-	-	NOUN
easat-10823	197	19	learning	learning	NOUN
easat-10823	197	20	:	:	PUNCT
easat-10823	197	21	a	a	DET
easat-10823	197	22	literature	literature	NOUN
easat-10823	197	23	review	review	NOUN
easat-10823	197	24	,	,	PUNCT
easat-10823	197	25	"	"	PUNCT
easat-10823	197	26	education	education	NOUN
easat-10823	197	27	sciences	science	NOUN
easat-10823	197	28	,	,	PUNCT
easat-10823	197	29	vol	vol	NOUN
easat-10823	197	30	.	.	PROPN
easat-10823	197	31	13	13	NUM
easat-10823	197	32	,	,	PUNCT
easat-10823	197	33	no	no	INTJ
easat-10823	197	34	.	.	NOUN
easat-10823	197	35	12	12	NUM
easat-10823	197	36	,	,	PUNCT
easat-10823	197	37	p.	p.	NOUN
easat-10823	197	38	1216	1216	NUM
easat-10823	197	39	,	,	PUNCT
easat-10823	197	40	2023	2023	NUM
easat-10823	197	41	.	.	PUNCT
easat-10823	197	42	https://doi.org/10.3390/educsci13121216	https://doi.org/10.3390/educsci13121216	VERB
easat-10823	197	43	[	[	X
easat-10823	197	44	10	10	NUM
easat-10823	197	45	]	]	PUNCT
easat-10823	197	46	m.	m.	NOUN
easat-10823	197	47	a.	a.	PROPN
easat-10823	197	48	joshi	joshi	PROPN
easat-10823	197	49	,	,	PUNCT
easat-10823	197	50	"	"	PUNCT
easat-10823	197	51	adaptive	adaptive	ADJ
easat-10823	197	52	learning	learn	VERB
easat-10823	197	53	through	through	ADP
easat-10823	197	54	artificial	artificial	ADJ
easat-10823	197	55	intelligence	intelligence	NOUN
easat-10823	197	56	,	,	PUNCT
easat-10823	197	57	"	"	PUNCT
easat-10823	197	58	international	international	ADJ
easat-10823	197	59	journal	journal	NOUN
easat-10823	197	60	on	on	ADP
easat-10823	197	61	integrated	integrate	VERB
easat-10823	197	62	education	education	NOUN
easat-10823	197	63	,	,	PUNCT
easat-10823	197	64	vol	vol	NOUN
easat-10823	197	65	.	.	PROPN
easat-10823	198	1	7	7	NUM
easat-10823	198	2	,	,	PUNCT
easat-10823	198	3	no	no	INTJ
easat-10823	198	4	.	.	NOUN
easat-10823	198	5	2	2	NUM
easat-10823	198	6	,	,	PUNCT
easat-10823	198	7	pp	pp	ADJ
easat-10823	198	8	.	.	PUNCT
easat-10823	199	1	41	41	NUM
easat-10823	199	2	-	-	SYM
easat-10823	199	3	43	43	NUM
easat-10823	199	4	,	,	PUNCT
easat-10823	199	5	2024	2024	NUM
easat-10823	199	6	.	.	PUNCT
easat-10823	200	1	[	[	X
easat-10823	200	2	11	11	NUM
easat-10823	200	3	]	]	PUNCT
easat-10823	200	4	s.	s.	PROPN
easat-10823	200	5	ahmed	ahmed	PROPN
easat-10823	200	6	,	,	PUNCT
easat-10823	200	7	h.	h.	PROPN
easat-10823	200	8	u.	u.	PROPN
easat-10823	200	9	rehman	rehman	PROPN
easat-10823	200	10	,	,	PUNCT
easat-10823	200	11	a.	a.	PROPN
easat-10823	200	12	m.	m.	PROPN
easat-10823	200	13	z.	z.	PROPN
easat-10823	200	14	zaheer	zaheer	PROPN
easat-10823	200	15	,	,	PUNCT
easat-10823	200	16	and	and	CCONJ
easat-10823	200	17	n.	n.	PROPN
easat-10823	200	18	pervez	pervez	PROPN
easat-10823	200	19	,	,	PUNCT
easat-10823	200	20	"	"	PUNCT
easat-10823	200	21	the	the	DET
easat-10823	200	22	impact	impact	NOUN
easat-10823	200	23	of	of	ADP
easat-10823	200	24	ai	ai	NOUN
easat-10823	200	25	-	-	PUNCT
easat-10823	200	26	powered	power	VERB
easat-10823	200	27	adaptive	adaptive	ADJ
easat-10823	200	28	learning	learning	NOUN
easat-10823	200	29	systems	system	NOUN
easat-10823	200	30	on	on	ADP
easat-10823	200	31	student	student	NOUN
easat-10823	200	32	performance	performance	NOUN
easat-10823	200	33	in	in	ADP
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easat-10823	200	35	education	education	NOUN
easat-10823	200	36	,	,	PUNCT
easat-10823	200	37	"	"	PUNCT
easat-10823	200	38	social	social	ADJ
easat-10823	200	39	science	science	NOUN
easat-10823	200	40	review	review	NOUN
easat-10823	200	41	archives	archive	NOUN
easat-10823	200	42	,	,	PUNCT
easat-10823	200	43	vol	vol	NOUN
easat-10823	200	44	.	.	PROPN
easat-10823	201	1	3	3	NUM
easat-10823	201	2	,	,	PUNCT
easat-10823	201	3	no	no	INTJ
easat-10823	201	4	.	.	NOUN
easat-10823	201	5	4	4	NUM
easat-10823	201	6	,	,	PUNCT
easat-10823	201	7	pp	pp	ADJ
easat-10823	201	8	.	.	PUNCT
easat-10823	202	1	133	133	NUM
easat-10823	202	2	-	-	SYM
easat-10823	202	3	145	145	NUM
easat-10823	202	4	,	,	PUNCT
easat-10823	202	5	2025	2025	NUM
easat-10823	202	6	.	.	PUNCT
easat-10823	203	1	https://doi.org/10.70670/sra.v3i4.1103	https://doi.org/10.70670/sra.v3i4.1103	NUM
easat-10823	203	2	[	[	X
easat-10823	203	3	12	12	NUM
easat-10823	203	4	]	]	X
easat-10823	203	5	r.	r.	PROPN
easat-10823	203	6	meylani	meylani	PROPN
easat-10823	203	7	,	,	PUNCT
easat-10823	203	8	"	"	PUNCT
easat-10823	203	9	a	a	DET
easat-10823	203	10	critical	critical	ADJ
easat-10823	203	11	glance	glance	NOUN
easat-10823	203	12	at	at	ADP
easat-10823	203	13	adaptive	adaptive	ADJ
easat-10823	203	14	learning	learning	NOUN
easat-10823	203	15	systems	system	NOUN
easat-10823	203	16	using	use	VERB
easat-10823	203	17	artificial	artificial	ADJ
easat-10823	203	18	intelligence	intelligence	NOUN
easat-10823	203	19	:	:	PUNCT
easat-10823	203	20	a	a	DET
easat-10823	203	21	systematic	systematic	ADJ
easat-10823	203	22	review	review	NOUN
easat-10823	203	23	and	and	CCONJ
easat-10823	203	24	qualitative	qualitative	ADJ
easat-10823	203	25	synthesis	synthesis	NOUN
easat-10823	203	26	of	of	ADP
easat-10823	203	27	contemporary	contemporary	ADJ
easat-10823	203	28	research	research	NOUN
easat-10823	203	29	literature	literature	NOUN
easat-10823	203	30	,	,	PUNCT
easat-10823	203	31	"	"	PUNCT
easat-10823	203	32	batı	batı	PROPN
easat-10823	203	33	anadolu	anadolu	PROPN
easat-10823	203	34	eğitim	eğitim	PROPN
easat-10823	203	35	bilimleri	bilimleri	PROPN
easat-10823	203	36	dergisi	dergisi	PROPN
easat-10823	203	37	,	,	PUNCT
easat-10823	203	38	vol	vol	NOUN
easat-10823	203	39	.	.	PROPN
easat-10823	203	40	15	15	NUM
easat-10823	203	41	,	,	PUNCT
easat-10823	203	42	no	no	INTJ
easat-10823	203	43	.	.	NOUN
easat-10823	203	44	3	3	NUM
easat-10823	203	45	,	,	PUNCT
easat-10823	203	46	pp	pp	ADJ
easat-10823	203	47	.	.	PUNCT
easat-10823	204	1	3518	3518	NUM
easat-10823	204	2	-	-	SYM
easat-10823	204	3	3546	3546	NUM
easat-10823	204	4	,	,	PUNCT
easat-10823	204	5	2024	2024	NUM
easat-10823	204	6	.	.	PUNCT
easat-10823	204	7	https://doi.org/10.51460/baebd.1525452	https://doi.org/10.51460/baebd.1525452	NOUN
easat-10823	204	8	[	[	X
easat-10823	204	9	13	13	NUM
easat-10823	204	10	]	]	PUNCT
easat-10823	204	11	s.	s.	PROPN
easat-10823	204	12	singh	singh	PROPN
easat-10823	204	13	,	,	PUNCT
easat-10823	204	14	"	"	PUNCT
easat-10823	204	15	ai	ai	ADJ
easat-10823	204	16	-	-	PUNCT
easat-10823	204	17	powered	power	VERB
easat-10823	204	18	teaching	teaching	NOUN
easat-10823	204	19	-	-	PUNCT
easat-10823	204	20	learning	learn	VERB
easat-10823	204	21	development	development	NOUN
easat-10823	204	22	tools	tool	NOUN
easat-10823	204	23	for	for	ADP
easat-10823	204	24	professors	professor	NOUN
easat-10823	204	25	:	:	PUNCT
easat-10823	204	26	opportunity	opportunity	NOUN
easat-10823	204	27	&	&	CCONJ
easat-10823	204	28	challenge	challenge	NOUN
easat-10823	204	29	,	,	PUNCT
easat-10823	204	30	"	"	PUNCT
easat-10823	204	31	young	young	ADJ
easat-10823	204	32	india	india	PROPN
easat-10823	204	33	publication	publication	NOUN
easat-10823	204	34	,	,	PUNCT
easat-10823	204	35	vol	vol	NOUN
easat-10823	204	36	.	.	PROPN
easat-10823	204	37	1	1	NUM
easat-10823	204	38	,	,	PUNCT
easat-10823	204	39	no	no	INTJ
easat-10823	204	40	.	.	NOUN
easat-10823	204	41	2	2	NUM
easat-10823	204	42	,	,	PUNCT
easat-10823	204	43	pp	pp	ADJ
easat-10823	204	44	.	.	PUNCT
easat-10823	205	1	130–141	130–141	NUM
easat-10823	205	2	,	,	PUNCT
easat-10823	205	3	2025	2025	NUM
easat-10823	205	4	.	.	PUNCT
easat-10823	206	1	[	[	X
easat-10823	206	2	14	14	NUM
easat-10823	206	3	]	]	PUNCT
easat-10823	206	4	m.	m.	PROPN
easat-10823	206	5	e.	e.	PROPN
easat-10823	206	6	eltahir	eltahir	PROPN
easat-10823	206	7	and	and	CCONJ
easat-10823	206	8	f.	f.	PROPN
easat-10823	206	9	m.	m.	PROPN
easat-10823	206	10	e.	e.	PROPN
easat-10823	206	11	babiker	babiker	PROPN
easat-10823	206	12	,	,	PUNCT
easat-10823	206	13	"	"	PUNCT
easat-10823	206	14	the	the	DET
easat-10823	206	15	influence	influence	NOUN
easat-10823	206	16	of	of	ADP
easat-10823	206	17	artificial	artificial	ADJ
easat-10823	206	18	intelligence	intelligence	NOUN
easat-10823	206	19	tools	tool	NOUN
easat-10823	206	20	on	on	ADP
easat-10823	206	21	student	student	NOUN
easat-10823	206	22	performance	performance	NOUN
easat-10823	206	23	in	in	ADP
easat-10823	206	24	e	e	NOUN
easat-10823	206	25	-	-	ADJ
easat-10823	206	26	learning	learning	ADJ
easat-10823	206	27	environments	environment	NOUN
easat-10823	206	28	:	:	PUNCT
easat-10823	206	29	case	case	NOUN
easat-10823	206	30	study	study	NOUN
easat-10823	206	31	,	,	PUNCT
easat-10823	206	32	"	"	PUNCT
easat-10823	206	33	electronic	electronic	ADJ
easat-10823	206	34	journal	journal	NOUN
easat-10823	206	35	of	of	ADP
easat-10823	206	36	e	e	NOUN
easat-10823	206	37	-	-	ADJ
easat-10823	206	38	learning	learning	ADJ
easat-10823	206	39	,	,	PUNCT
easat-10823	206	40	vol	vol	NOUN
easat-10823	206	41	.	.	PROPN
easat-10823	207	1	22	22	NUM
easat-10823	207	2	,	,	PUNCT
easat-10823	207	3	no	no	INTJ
easat-10823	207	4	.	.	NOUN
easat-10823	207	5	9	9	NUM
easat-10823	207	6	,	,	PUNCT
easat-10823	207	7	pp	pp	ADJ
easat-10823	207	8	.	.	PUNCT
easat-10823	208	1	91	91	NUM
easat-10823	208	2	-	-	SYM
easat-10823	208	3	110	110	NUM
easat-10823	208	4	,	,	PUNCT
easat-10823	208	5	2024	2024	NUM
easat-10823	208	6	.	.	PUNCT
easat-10823	209	1	https://doi.org/10.34190/ejel.22.9.3639	https://doi.org/10.34190/ejel.22.9.3639	PROPN
easat-10823	210	1	[	[	X
easat-10823	210	2	15	15	NUM
easat-10823	210	3	]	]	X
easat-10823	210	4	g.	g.	PROPN
easat-10823	210	5	lee	lee	PROPN
easat-10823	210	6	et	et	PROPN
easat-10823	210	7	al	al	PROPN
easat-10823	210	8	.	.	PROPN
easat-10823	210	9	,	,	PUNCT
easat-10823	210	10	"	"	PUNCT
easat-10823	210	11	multimodality	multimodality	NOUN
easat-10823	210	12	of	of	ADP
easat-10823	210	13	ai	ai	VERB
easat-10823	210	14	for	for	ADP
easat-10823	210	15	education	education	NOUN
easat-10823	210	16	:	:	PUNCT
easat-10823	210	17	towards	towards	ADP
easat-10823	210	18	artificial	artificial	ADJ
easat-10823	210	19	general	general	ADJ
easat-10823	210	20	intelligence	intelligence	NOUN
easat-10823	210	21	,	,	PUNCT
easat-10823	210	22	"	"	PUNCT
easat-10823	210	23	ieee	ieee	NOUN
easat-10823	210	24	transactions	transaction	NOUN
easat-10823	210	25	on	on	ADP
easat-10823	210	26	learning	learn	VERB
easat-10823	210	27	technologies	technology	NOUN
easat-10823	210	28	,	,	PUNCT
easat-10823	210	29	vol	vol	NOUN
easat-10823	210	30	.	.	PROPN
easat-10823	210	31	18	18	NUM
easat-10823	210	32	,	,	PUNCT
easat-10823	210	33	pp	pp	ADJ
easat-10823	210	34	.	.	PUNCT
easat-10823	211	1	666	666	NUM
easat-10823	211	2	683	683	NUM
easat-10823	211	3	,	,	PUNCT
easat-10823	211	4	2025	2025	NUM
easat-10823	211	5	.	.	PUNCT
easat-10823	212	1	https://doi.org/10.1109/tlt.2025.3574466	https://doi.org/10.1109/tlt.2025.3574466	ADJ
easat-10823	212	2	[	[	X
easat-10823	212	3	16	16	NUM
easat-10823	212	4	]	]	PUNCT
easat-10823	212	5	m.	m.	NOUN
easat-10823	212	6	mosleh	mosleh	PROPN
easat-10823	212	7	,	,	PUNCT
easat-10823	212	8	m.	m.	NOUN
easat-10823	212	9	devlin	devlin	PROPN
easat-10823	212	10	,	,	PUNCT
easat-10823	212	11	and	and	CCONJ
easat-10823	212	12	e.	e.	PROPN
easat-10823	212	13	solaiman	solaiman	PROPN
easat-10823	212	14	,	,	PUNCT
easat-10823	212	15	"	"	PUNCT
easat-10823	212	16	transparent	transparent	ADJ
easat-10823	212	17	adaptive	adaptive	ADJ
easat-10823	212	18	learning	learning	NOUN
easat-10823	212	19	via	via	ADP
easat-10823	212	20	data	datum	NOUN
easat-10823	212	21	-	-	PUNCT
easat-10823	212	22	centric	centric	NOUN
easat-10823	212	23	multimodal	multimodal	NOUN
easat-10823	212	24	explainable	explainable	ADJ
easat-10823	212	25	ai	ai	NOUN
easat-10823	212	26	,	,	PUNCT
easat-10823	212	27	"	"	PUNCT
easat-10823	212	28	arxiv	arxiv	PROPN
easat-10823	212	29	preprint	preprint	NOUN
easat-10823	212	30	arxiv:2508.00665	arxiv:2508.00665	NUM
easat-10823	212	31	,	,	PUNCT
easat-10823	212	32	2025	2025	NUM
easat-10823	212	33	.	.	PUNCT
easat-10823	213	1	[	[	X
easat-10823	213	2	17	17	NUM
easat-10823	213	3	]	]	X
easat-10823	213	4	h.	h.	PROPN
easat-10823	213	5	li	li	PROPN
easat-10823	213	6	et	et	PROPN
easat-10823	213	7	al	al	PROPN
easat-10823	213	8	.	.	PROPN
easat-10823	213	9	,	,	PUNCT
easat-10823	213	10	"	"	PUNCT
easat-10823	213	11	bringing	bring	VERB
easat-10823	213	12	generative	generative	NOUN
easat-10823	213	13	ai	ai	VERB
easat-10823	213	14	to	to	ADP
easat-10823	213	15	adaptive	adaptive	ADJ
easat-10823	213	16	learning	learning	NOUN
easat-10823	213	17	in	in	ADP
easat-10823	213	18	education	education	NOUN
easat-10823	213	19	,	,	PUNCT
easat-10823	213	20	"	"	PUNCT
easat-10823	213	21	arxiv	arxiv	PROPN
easat-10823	213	22	preprint	preprint	NOUN
easat-10823	213	23	arxiv:2402.14601	arxiv:2402.14601	NOUN
easat-10823	213	24	,	,	PUNCT
easat-10823	213	25	2024	2024	NUM
easat-10823	213	26	.	.	PUNCT
easat-10823	214	1	[	[	X
easat-10823	214	2	18	18	NUM
easat-10823	214	3	]	]	X
easat-10823	214	4	b.	b.	PROPN
easat-10823	214	5	tarun	tarun	PROPN
easat-10823	214	6	,	,	PUNCT
easat-10823	214	7	h.	h.	PROPN
easat-10823	214	8	du	du	PROPN
easat-10823	214	9	,	,	PUNCT
easat-10823	214	10	d.	d.	PROPN
easat-10823	214	11	kannan	kannan	PROPN
easat-10823	214	12	,	,	PUNCT
easat-10823	214	13	and	and	CCONJ
easat-10823	214	14	e.	e.	PROPN
easat-10823	214	15	f.	f.	PROPN
easat-10823	214	16	gehringer	gehringer	PROPN
easat-10823	214	17	,	,	PUNCT
easat-10823	214	18	"	"	PUNCT
easat-10823	214	19	human	human	NOUN
easat-10823	214	20	-	-	PUNCT
easat-10823	214	21	in	in	ADP
easat-10823	214	22	-	-	PUNCT
easat-10823	214	23	the	the	DET
easat-10823	214	24	-	-	PUNCT
easat-10823	214	25	loop	loop	NOUN
easat-10823	214	26	systems	system	NOUN
easat-10823	214	27	for	for	ADP
easat-10823	214	28	adaptive	adaptive	ADJ
easat-10823	214	29	learning	learning	NOUN
easat-10823	214	30	using	use	VERB
easat-10823	214	31	generative	generative	ADJ
easat-10823	214	32	ai	ai	NOUN
easat-10823	214	33	,	,	PUNCT
easat-10823	214	34	"	"	PUNCT
easat-10823	214	35	arxiv	arxiv	PROPN
easat-10823	214	36	preprint	preprint	VERB
easat-10823	214	37	arxiv:2508.11062	arxiv:2508.11062	PRON
easat-10823	214	38	,	,	PUNCT
easat-10823	214	39	2025	2025	NUM
easat-10823	214	40	.	.	PUNCT
easat-10823	215	1	https://doi.org/10.48550/arxiv.2508.11062	https://doi.org/10.48550/arxiv.2508.11062	PROPN
easat-10823	216	1	[	[	X
easat-10823	216	2	19	19	NUM
easat-10823	216	3	]	]	PUNCT
easat-10823	216	4	a.	a.	NOUN
easat-10823	216	5	alenezi	alenezi	PROPN
easat-10823	216	6	,	,	PUNCT
easat-10823	216	7	"	"	PUNCT
easat-10823	216	8	evaluating	evaluate	VERB
easat-10823	216	9	the	the	DET
easat-10823	216	10	effectiveness	effectiveness	NOUN
easat-10823	216	11	of	of	ADP
easat-10823	216	12	ai	ai	NOUN
easat-10823	216	13	-	-	PUNCT
easat-10823	216	14	powered	power	VERB
easat-10823	216	15	adaptive	adaptive	ADJ
easat-10823	216	16	learning	learning	NOUN
easat-10823	216	17	systems	system	NOUN
easat-10823	216	18	in	in	ADP
easat-10823	216	19	secondary	secondary	ADJ
easat-10823	216	20	schools	school	NOUN
easat-10823	216	21	,	,	PUNCT
easat-10823	216	22	"	"	PUNCT
easat-10823	216	23	international	international	ADJ
easat-10823	216	24	journal	journal	NOUN
easat-10823	216	25	on	on	ADP
easat-10823	216	26	studies	study	NOUN
easat-10823	216	27	in	in	ADP
easat-10823	216	28	education	education	NOUN
easat-10823	216	29	,	,	PUNCT
easat-10823	216	30	vol	vol	NOUN
easat-10823	216	31	.	.	PROPN
easat-10823	217	1	6	6	NUM
easat-10823	217	2	,	,	PUNCT
easat-10823	217	3	no	no	INTJ
easat-10823	217	4	.	.	NOUN
easat-10823	217	5	4	4	NUM
easat-10823	217	6	,	,	PUNCT
easat-10823	217	7	p.	p.	NOUN
easat-10823	217	8	https://doi.org/10.46328/ijonse.264	https://doi.org/10.46328/ijonse.264	PROPN
easat-10823	217	9	,	,	PUNCT
easat-10823	217	10	2024	2024	NUM
easat-10823	217	11	.	.	PUNCT
easat-10823	218	1	[	[	X
easat-10823	218	2	20	20	NUM
easat-10823	218	3	]	]	PUNCT
easat-10823	218	4	t.-t	t.-t	NOUN
easat-10823	218	5	.	.	PUNCT
easat-10823	219	1	wu	wu	PROPN
easat-10823	219	2	,	,	PUNCT
easat-10823	219	3	h.-y	h.-y	NOUN
easat-10823	219	4	.	.	PUNCT
easat-10823	220	1	lee	lee	PROPN
easat-10823	220	2	,	,	PUNCT
easat-10823	220	3	w.-s	w.-s	PROPN
easat-10823	220	4	.	.	PUNCT
easat-10823	221	1	wang	wang	PROPN
easat-10823	221	2	,	,	PUNCT
easat-10823	221	3	c.-j	c.-j	PROPN
easat-10823	221	4	.	.	PUNCT
easat-10823	222	1	lin	lin	PROPN
easat-10823	222	2	,	,	PUNCT
easat-10823	222	3	and	and	CCONJ
easat-10823	222	4	y.-m	y.-m	PROPN
easat-10823	222	5	.	.	PUNCT
easat-10823	223	1	huang	huang	PROPN
easat-10823	223	2	,	,	PUNCT
easat-10823	223	3	"	"	PUNCT
easat-10823	223	4	leveraging	leverage	VERB
easat-10823	223	5	computer	computer	NOUN
easat-10823	223	6	vision	vision	NOUN
easat-10823	223	7	for	for	ADP
easat-10823	223	8	adaptive	adaptive	ADJ
easat-10823	223	9	learning	learning	NOUN
easat-10823	223	10	in	in	ADP
easat-10823	223	11	stem	stem	NOUN
easat-10823	223	12	education	education	NOUN
easat-10823	223	13	:	:	PUNCT
easat-10823	223	14	effect	effect	NOUN
easat-10823	223	15	of	of	ADP
easat-10823	223	16	engagement	engagement	NOUN
easat-10823	223	17	and	and	CCONJ
easat-10823	223	18	self	self	NOUN
easat-10823	223	19	-	-	PUNCT
easat-10823	223	20	efficacy	efficacy	NOUN
easat-10823	223	21	,	,	PUNCT
easat-10823	223	22	"	"	PUNCT
easat-10823	223	23	international	international	ADJ
easat-10823	223	24	journal	journal	NOUN
easat-10823	223	25	of	of	ADP
easat-10823	223	26	educational	educational	ADJ
easat-10823	223	27	technology	technology	NOUN
easat-10823	223	28	in	in	ADP
easat-10823	223	29	higher	high	ADJ
easat-10823	223	30	education	education	NOUN
easat-10823	223	31	,	,	PUNCT
easat-10823	223	32	vol	vol	NOUN
easat-10823	223	33	.	.	PROPN
easat-10823	223	34	20	20	NUM
easat-10823	223	35	,	,	PUNCT
easat-10823	223	36	p.	p.	NOUN
easat-10823	223	37	53	53	NUM
easat-10823	223	38	,	,	PUNCT
easat-10823	223	39	2023	2023	NUM
easat-10823	223	40	.	.	PUNCT
easat-10823	224	1	https://doi.org/10.1186/s41239-023-00422-5	https://doi.org/10.1186/s41239-023-00422-5	NUM
easat-10823	225	1	[	[	X
easat-10823	225	2	21	21	NUM
easat-10823	225	3	]	]	PUNCT
easat-10823	225	4	a.	a.	PROPN
easat-10823	225	5	ullah	ullah	PROPN
easat-10823	225	6	and	and	CCONJ
easat-10823	225	7	j.	j.	PROPN
easat-10823	225	8	sreedevi	sreedevi	PROPN
easat-10823	225	9	,	,	PUNCT
easat-10823	225	10	"	"	PUNCT
easat-10823	225	11	quantitative	quantitative	ADJ
easat-10823	225	12	exploration	exploration	NOUN
easat-10823	225	13	of	of	ADP
easat-10823	225	14	high	high	ADJ
easat-10823	225	15	ai	ai	NOUN
easat-10823	225	16	usage	usage	NOUN
easat-10823	225	17	,	,	PUNCT
easat-10823	225	18	self	self	NOUN
easat-10823	225	19	-	-	PUNCT
easat-10823	225	20	efficacy	efficacy	NOUN
easat-10823	225	21	,	,	PUNCT
easat-10823	225	22	learning	learn	VERB
easat-10823	225	23	performance	performance	NOUN
easat-10823	225	24	,	,	PUNCT
easat-10823	225	25	and	and	CCONJ
easat-10823	225	26	social	social	ADJ
easat-10823	225	27	loafing	loafing	NOUN
easat-10823	225	28	among	among	ADP
easat-10823	225	29	young	young	ADJ
easat-10823	225	30	adults	adult	NOUN
easat-10823	225	31	in	in	ADP
easat-10823	225	32	bangalore	bangalore	NOUN
easat-10823	225	33	,	,	PUNCT
easat-10823	225	34	"	"	PUNCT
easat-10823	225	35	international	international	ADJ
easat-10823	225	36	journal	journal	NOUN
easat-10823	225	37	for	for	ADP
easat-10823	225	38	research	research	NOUN
easat-10823	225	39	in	in	ADP
easat-10823	225	40	applied	apply	VERB
easat-10823	225	41	science	science	NOUN
easat-10823	225	42	and	and	CCONJ
easat-10823	225	43	engineering	engineering	NOUN
easat-10823	225	44	technology	technology	NOUN
easat-10823	225	45	,	,	PUNCT
easat-10823	225	46	vol	vol	NOUN
easat-10823	225	47	.	.	PROPN
easat-10823	225	48	12	12	NUM
easat-10823	225	49	,	,	PUNCT
easat-10823	225	50	no	no	INTJ
easat-10823	225	51	.	.	NOUN
easat-10823	225	52	5	5	NUM
easat-10823	225	53	,	,	PUNCT
easat-10823	225	54	pp	pp	ADJ
easat-10823	225	55	.	.	PUNCT
easat-10823	225	56	2051	2051	NUM
easat-10823	225	57	-	-	SYM
easat-10823	225	58	2056	2056	NUM
easat-10823	225	59	,	,	PUNCT
easat-10823	225	60	2024	2024	NUM
easat-10823	225	61	.	.	PUNCT
easat-10823	226	1	[	[	X
easat-10823	226	2	22	22	NUM
easat-10823	226	3	]	]	X
easat-10823	226	4	n.	n.	NOUN
easat-10823	226	5	abishev	abishev	PROPN
easat-10823	226	6	,	,	PUNCT
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easat-10823	226	8	ramazanov	ramazanov	PROPN
easat-10823	226	9	,	,	PUNCT
easat-10823	226	10	m.	m.	NOUN
easat-10823	226	11	abaideldanova	abaideldanova	PROPN
easat-10823	226	12	,	,	PUNCT
easat-10823	226	13	k.	k.	PROPN
easat-10823	226	14	chesnokova	chesnokova	PROPN
easat-10823	226	15	,	,	PUNCT
easat-10823	226	16	and	and	CCONJ
easat-10823	226	17	a.	a.	PROPN
easat-10823	226	18	baizhumayeva	baizhumayeva	PROPN
easat-10823	226	19	,	,	PUNCT
easat-10823	226	20	"	"	PUNCT
easat-10823	226	21	artificial	artificial	ADJ
easat-10823	226	22	intelligence	intelligence	NOUN
easat-10823	226	23	model	model	NOUN
easat-10823	226	24	in	in	ADP
easat-10823	226	25	the	the	DET
easat-10823	226	26	cognitive	cognitive	ADJ
easat-10823	226	27	and	and	CCONJ
easat-10823	226	28	learning	learn	VERB
easat-10823	226	29	activities	activity	NOUN
easat-10823	226	30	of	of	ADP
easat-10823	226	31	university	university	NOUN
easat-10823	226	32	subjects	subject	NOUN
easat-10823	226	33	,	,	PUNCT
easat-10823	226	34	"	"	PUNCT
easat-10823	226	35	frontiers	frontier	NOUN
easat-10823	226	36	in	in	ADP
easat-10823	226	37	education	education	NOUN
easat-10823	226	38	,	,	PUNCT
easat-10823	226	39	vol	vol	NOUN
easat-10823	226	40	.	.	PROPN
easat-10823	226	41	10	10	NUM
easat-10823	226	42	,	,	PUNCT
easat-10823	226	43	2025	2025	NUM
easat-10823	226	44	.	.	PUNCT
easat-10823	227	1	https://doi.org/10.3389/feduc.2025.1623170	https://doi.org/10.3389/feduc.2025.1623170	PROPN
easat-10823	228	1	[	[	X
easat-10823	228	2	23	23	NUM
easat-10823	228	3	]	]	X
easat-10823	228	4	g.	g.	PROPN
easat-10823	228	5	mustafa	mustafa	PROPN
easat-10823	228	6	,	,	PUNCT
easat-10823	228	7	t.	t.	NOUN
easat-10823	228	8	urooj	urooj	NOUN
easat-10823	228	9	,	,	PUNCT
easat-10823	228	10	and	and	CCONJ
easat-10823	228	11	m.	m.	PROPN
easat-10823	228	12	aslam	aslam	PROPN
easat-10823	228	13	,	,	PUNCT
easat-10823	228	14	"	"	PUNCT
easat-10823	228	15	role	role	NOUN
easat-10823	228	16	of	of	ADP
easat-10823	228	17	artificial	artificial	ADJ
easat-10823	228	18	intelligence	intelligence	NOUN
easat-10823	228	19	for	for	ADP
easat-10823	228	20	adaptive	adaptive	ADJ
easat-10823	228	21	learning	learning	NOUN
easat-10823	228	22	environments	environment	NOUN
easat-10823	228	23	in	in	ADP
easat-10823	228	24	higher	high	ADJ
easat-10823	228	25	education	education	NOUN
easat-10823	228	26	by	by	ADP
easat-10823	228	27	2030	2030	NUM
easat-10823	228	28	,	,	PUNCT
easat-10823	228	29	"	"	PUNCT
easat-10823	228	30	journal	journal	NOUN
easat-10823	228	31	of	of	ADP
easat-10823	228	32	social	social	ADJ
easat-10823	228	33	research	research	NOUN
easat-10823	228	34	development	development	NOUN
easat-10823	228	35	,	,	PUNCT
easat-10823	228	36	vol	vol	NOUN
easat-10823	228	37	.	.	PROPN
easat-10823	228	38	5	5	NUM
easat-10823	228	39	,	,	PUNCT
easat-10823	228	40	no	no	INTJ
easat-10823	228	41	.	.	NOUN
easat-10823	228	42	3	3	NUM
easat-10823	228	43	,	,	PUNCT
easat-10823	228	44	pp	pp	ADJ
easat-10823	228	45	.	.	PUNCT
easat-10823	229	1	12	12	NUM
easat-10823	229	2	-	-	SYM
easat-10823	229	3	22	22	NUM
easat-10823	229	4	,	,	PUNCT
easat-10823	229	5	2024	2024	NUM
easat-10823	229	6	.	.	PUNCT
easat-10823	229	7	https://doi.org/10.53664/jsrd/05-03-2024-02-12-22	https://doi.org/10.53664/jsrd/05-03-2024-02-12-22	PROPN
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easat-10823	230	2	24	24	NUM
easat-10823	230	3	]	]	PUNCT
easat-10823	230	4	c.	c.	PROPN
easat-10823	230	5	halkiopoulos	halkiopoulos	PROPN
easat-10823	230	6	and	and	CCONJ
easat-10823	230	7	e.	e.	PROPN
easat-10823	230	8	gkintoni	gkintoni	PROPN
easat-10823	230	9	,	,	PUNCT
easat-10823	230	10	"	"	PUNCT
easat-10823	230	11	leveraging	leverage	VERB
easat-10823	230	12	ai	ai	VERB
easat-10823	230	13	in	in	ADP
easat-10823	230	14	e	e	NOUN
easat-10823	230	15	-	-	NOUN
easat-10823	230	16	learning	learning	NOUN
easat-10823	230	17	:	:	PUNCT
easat-10823	230	18	personalized	personalized	ADJ
easat-10823	230	19	learning	learning	NOUN
easat-10823	230	20	and	and	CCONJ
easat-10823	230	21	adaptive	adaptive	ADJ
easat-10823	230	22	assessment	assessment	NOUN
easat-10823	230	23	through	through	ADP
easat-10823	230	24	cognitive	cognitive	ADJ
easat-10823	230	25	neuropsychology	neuropsychology	NOUN
easat-10823	230	26	—	—	PUNCT
easat-10823	230	27	a	a	DET
easat-10823	230	28	systematic	systematic	ADJ
easat-10823	230	29	analysis	analysis	NOUN
easat-10823	230	30	,	,	PUNCT
easat-10823	230	31	"	"	PUNCT
easat-10823	230	32	electronics	electronic	NOUN
easat-10823	230	33	,	,	PUNCT
easat-10823	230	34	vol	vol	NOUN
easat-10823	230	35	.	.	PROPN
easat-10823	230	36	13	13	NUM
easat-10823	230	37	,	,	PUNCT
easat-10823	230	38	no	no	INTJ
easat-10823	230	39	.	.	NOUN
easat-10823	230	40	18	18	NUM
easat-10823	230	41	,	,	PUNCT
easat-10823	230	42	p.	p.	NOUN
easat-10823	230	43	3762	3762	NUM
easat-10823	230	44	,	,	PUNCT
easat-10823	230	45	2024	2024	NUM
easat-10823	230	46	.	.	PUNCT
easat-10823	231	1	https://doi.org/10.3390/electronics13183762	https://doi.org/10.3390/electronics13183762	PROPN
easat-10823	231	2	[	[	X
easat-10823	231	3	25	25	NUM
easat-10823	231	4	]	]	PUNCT
easat-10823	231	5	i.	i.	NOUN
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easat-10823	231	7	and	and	CCONJ
easat-10823	231	8	r.	r.	PROPN
easat-10823	231	9	wylie	wylie	PROPN
easat-10823	231	10	,	,	PUNCT
easat-10823	231	11	"	"	PUNCT
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easat-10823	231	13	and	and	CCONJ
easat-10823	231	14	revolution	revolution	NOUN
easat-10823	231	15	in	in	ADP
easat-10823	231	16	artificial	artificial	ADJ
easat-10823	231	17	intelligence	intelligence	NOUN
easat-10823	231	18	in	in	ADP
easat-10823	231	19	education	education	NOUN
easat-10823	231	20	,	,	PUNCT
easat-10823	231	21	"	"	PUNCT
easat-10823	231	22	international	international	ADJ
easat-10823	231	23	journal	journal	NOUN
easat-10823	231	24	of	of	ADP
easat-10823	231	25	artificial	artificial	ADJ
easat-10823	231	26	intelligence	intelligence	NOUN
easat-10823	231	27	in	in	ADP
easat-10823	231	28	education	education	NOUN
easat-10823	231	29	,	,	PUNCT
easat-10823	231	30	vol	vol	NOUN
easat-10823	231	31	.	.	PROPN
easat-10823	231	32	26	26	NUM
easat-10823	231	33	,	,	PUNCT
easat-10823	231	34	pp	pp	ADJ
easat-10823	231	35	.	.	PUNCT
easat-10823	232	1	582	582	NUM
easat-10823	232	2	-	-	SYM
easat-10823	232	3	599	599	NUM
easat-10823	232	4	,	,	PUNCT
easat-10823	232	5	2016	2016	NUM
easat-10823	232	6	.	.	PUNCT
easat-10823	232	7	https://doi.org/10.1007/s40593-016-0110-3	https://doi.org/10.1007/s40593-016-0110-3	NUM
easat-10823	233	1	[	[	X
easat-10823	233	2	26	26	NUM
easat-10823	233	3	]	]	X
easat-10823	233	4	o.	o.	PROPN
easat-10823	233	5	zawacki	zawacki	PROPN
easat-10823	233	6	-	-	PUNCT
easat-10823	233	7	richter	richter	PROPN
easat-10823	233	8	,	,	PUNCT
easat-10823	233	9	v.	v.	PROPN
easat-10823	233	10	i.	i.	PROPN
easat-10823	233	11	marín	marín	PROPN
easat-10823	233	12	,	,	PUNCT
easat-10823	233	13	m.	m.	NOUN
easat-10823	233	14	bond	bond	NOUN
easat-10823	233	15	,	,	PUNCT
easat-10823	233	16	and	and	CCONJ
easat-10823	233	17	f.	f.	PROPN
easat-10823	233	18	gouverneur	gouverneur	PROPN
easat-10823	233	19	,	,	PUNCT
easat-10823	233	20	"	"	PUNCT
easat-10823	233	21	systematic	systematic	ADJ
easat-10823	233	22	review	review	NOUN
easat-10823	233	23	of	of	ADP
easat-10823	233	24	research	research	NOUN
easat-10823	233	25	on	on	ADP
easat-10823	233	26	artificial	artificial	ADJ
easat-10823	233	27	intelligence	intelligence	NOUN
easat-10823	233	28	applications	application	NOUN
easat-10823	233	29	in	in	ADP
easat-10823	233	30	higher	high	ADJ
easat-10823	233	31	education	education	NOUN
easat-10823	233	32	–	–	PUNCT
easat-10823	233	33	where	where	SCONJ
easat-10823	233	34	are	be	AUX
easat-10823	233	35	the	the	DET
easat-10823	233	36	educators	educator	NOUN
easat-10823	233	37	?	?	PUNCT
easat-10823	233	38	,	,	PUNCT
easat-10823	233	39	"	"	PUNCT
easat-10823	233	40	international	international	ADJ
easat-10823	233	41	journal	journal	NOUN
easat-10823	233	42	of	of	ADP
easat-10823	233	43	educational	educational	ADJ
easat-10823	233	44	technology	technology	NOUN
easat-10823	233	45	in	in	ADP
easat-10823	233	46	higher	high	ADJ
easat-10823	233	47	education	education	NOUN
easat-10823	233	48	,	,	PUNCT
easat-10823	233	49	vol	vol	NOUN
easat-10823	233	50	.	.	PROPN
easat-10823	233	51	16	16	NUM
easat-10823	233	52	,	,	PUNCT
easat-10823	233	53	p.	p.	NOUN
easat-10823	233	54	39	39	NUM
easat-10823	233	55	,	,	PUNCT
easat-10823	233	56	2019	2019	NUM
easat-10823	233	57	.	.	PUNCT
easat-10823	234	1	https://doi.org/10.1186/s41239-019-0171-0	https://doi.org/10.1186/s41239-019-0171-0	NUM
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easat-10823	234	3	27	27	NUM
easat-10823	234	4	]	]	PUNCT
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easat-10823	234	6	a.	a.	PROPN
easat-10823	234	7	chaudhry	chaudhry	PROPN
easat-10823	234	8	and	and	CCONJ
easat-10823	234	9	e.	e.	PROPN
easat-10823	234	10	kazim	kazim	PROPN
easat-10823	234	11	,	,	PUNCT
easat-10823	234	12	"	"	PUNCT
easat-10823	234	13	artificial	artificial	ADJ
easat-10823	234	14	intelligence	intelligence	NOUN
easat-10823	234	15	in	in	ADP
easat-10823	234	16	education	education	NOUN
easat-10823	234	17	(	(	PUNCT
easat-10823	234	18	aied	aie	VERB
easat-10823	234	19	):	):	PUNCT
easat-10823	234	20	a	a	DET
easat-10823	234	21	high	high	ADJ
easat-10823	234	22	-	-	PUNCT
easat-10823	234	23	level	level	NOUN
easat-10823	234	24	academic	academic	ADJ
easat-10823	234	25	and	and	CCONJ
easat-10823	234	26	industry	industry	NOUN
easat-10823	234	27	note	note	NOUN
easat-10823	234	28	2021	2021	NUM
easat-10823	234	29	,	,	PUNCT
easat-10823	234	30	"	"	PUNCT
easat-10823	234	31	ai	ai	INTJ
easat-10823	234	32	and	and	CCONJ
easat-10823	234	33	ethics	ethic	NOUN
easat-10823	234	34	,	,	PUNCT
easat-10823	234	35	vol	vol	NOUN
easat-10823	234	36	.	.	PROPN
easat-10823	234	37	2	2	NUM
easat-10823	234	38	,	,	PUNCT
easat-10823	234	39	pp	pp	ADJ
easat-10823	234	40	.	.	PUNCT
easat-10823	235	1	157	157	NUM
easat-10823	235	2	-	-	SYM
easat-10823	235	3	165	165	NUM
easat-10823	235	4	,	,	PUNCT
easat-10823	235	5	2022	2022	NUM
easat-10823	235	6	.	.	PUNCT
easat-10823	236	1	https://doi.org/10.1007/s43681-021-00074-z	https://doi.org/10.1007/s43681-021-00074-z	ADJ
easat-10823	236	2	https://doi.org/10.1016/j.chb.2015.05.049	https://doi.org/10.1016/j.chb.2015.05.049	PROPN
easat-10823	236	3	https://doi.org/10.1016/j.compedu.2017.04.010	https://doi.org/10.1016/j.compedu.2017.04.010	PROPN
easat-10823	236	4	https://doi.org/10.3390/educsci13121216	https://doi.org/10.3390/educsci13121216	VERB
easat-10823	236	5	https://doi.org/10.70670/sra.v3i4.1103	https://doi.org/10.70670/sra.v3i4.1103	ADJ
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easat-10823	236	7	https://doi.org/10.34190/ejel.22.9.3639	https://doi.org/10.34190/ejel.22.9.3639	PROPN
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easat-10823	236	9	https://doi.org/10.48550/arxiv.2508.11062	https://doi.org/10.48550/arxiv.2508.11062	PROPN
easat-10823	236	10	https://doi.org/10.46328/ijonse.264	https://doi.org/10.46328/ijonse.264	PROPN
easat-10823	236	11	https://doi.org/10.1186/s41239-023-00422-5	https://doi.org/10.1186/s41239-023-00422-5	NUM
easat-10823	237	1	https://doi.org/10.3389/feduc.2025.1623170	https://doi.org/10.3389/feduc.2025.1623170	PROPN
easat-10823	237	2	https://doi.org/10.53664/jsrd/05-03-2024-02-12-22	https://doi.org/10.53664/jsrd/05-03-2024-02-12-22	PROPN
easat-10823	237	3	https://doi.org/10.3390/electronics13183762	https://doi.org/10.3390/electronics13183762	PROPN
easat-10823	237	4	https://doi.org/10.1007/s40593-016-0110-3	https://doi.org/10.1007/s40593-016-0110-3	PROPN
easat-10823	238	1	https://doi.org/10.1186/s41239-019-0171-0	https://doi.org/10.1186/s41239-019-0171-0	NUM
easat-10823	238	2	https://doi.org/10.1007/s43681-021-00074-z	https://doi.org/10.1007/s43681-021-00074-z	ADJ