id	sid	tid	token	lemma	pos
ajee-5441	1	1	pa	pa	PROPN
ajee-5441	1	2	ge	ge	PROPN
ajee-5441	1	3	1	1	NUM
ajee-5441	1	4	pa	pa	PROPN
ajee-5441	1	5	ge	ge	PROPN
ajee-5441	1	6	12	12	NUM
ajee-5441	1	7	7	7	NUM
ajee-5441	1	8	american	american	ADJ
ajee-5441	1	9	journal	journal	PROPN
ajee-5441	1	10	of	of	ADP
ajee-5441	1	11	environmental	environmental	ADJ
ajee-5441	1	12	economics	economic	NOUN
ajee-5441	1	13	(	(	PUNCT
ajee-5441	1	14	ajee	ajee	NOUN
ajee-5441	1	15	)	)	PUNCT
ajee-5441	1	16	enhancing	enhance	VERB
ajee-5441	1	17	personalized	personalized	ADJ
ajee-5441	1	18	learning	learn	VERB
ajee-5441	1	19	through	through	ADP
ajee-5441	1	20	artificial	artificial	ADJ
ajee-5441	1	21	intelligence	intelligence	NOUN
ajee-5441	1	22	in	in	ADP
ajee-5441	1	23	modern	modern	ADJ
ajee-5441	1	24	education	education	NOUN
ajee-5441	1	25	systems	system	NOUN
ajee-5441	1	26	h	h	NOUN
ajee-5441	1	27	m	m	VERB
ajee-5441	1	28	atif	atif	PROPN
ajee-5441	1	29	wafik1	wafik1	PROPN
ajee-5441	1	30	,	,	PUNCT
ajee-5441	1	31	sheikh	sheikh	PROPN
ajee-5441	1	32	khurshid	khurshid	PROPN
ajee-5441	1	33	alam	alam	PROPN
ajee-5441	1	34	prince2	prince2	PROPN
ajee-5441	1	35	,	,	PUNCT
ajee-5441	1	36	avishek	avishek	PROPN
ajee-5441	1	37	reza	reza	PROPN
ajee-5441	1	38	promise3	promise3	PROPN
ajee-5441	1	39	,	,	PUNCT
ajee-5441	1	40	muhammad	muhammad	PROPN
ajee-5441	1	41	aminur	aminur	PROPN
ajee-5441	1	42	rahman1	rahman1	PROPN
ajee-5441	1	43	,	,	PUNCT
ajee-5441	1	44	jafrin	jafrin	PROPN
ajee-5441	1	45	jahan2	jahan2	PROPN
ajee-5441	1	46	,	,	PUNCT
ajee-5441	1	47	shuvo	shuvo	PROPN
ajee-5441	1	48	kumar	kumar	PROPN
ajee-5441	1	49	mallik4	mallik4	PROPN
ajee-5441	1	50	*	*	PUNCT
ajee-5441	1	51	volume	volume	NOUN
ajee-5441	1	52	4	4	NUM
ajee-5441	1	53	issue	issue	NOUN
ajee-5441	1	54	1	1	NUM
ajee-5441	1	55	,	,	PUNCT
ajee-5441	1	56	year	year	NOUN
ajee-5441	1	57	2025	2025	NUM
ajee-5441	1	58	issn	issn	NOUN
ajee-5441	1	59	:	:	PUNCT
ajee-5441	1	60	2833	2833	NUM
ajee-5441	1	61	-	-	SYM
ajee-5441	1	62	7905	7905	NUM
ajee-5441	1	63	(	(	PUNCT
ajee-5441	1	64	online	online	ADJ
ajee-5441	1	65	)	)	PUNCT
ajee-5441	1	66	doi	doi	NOUN
ajee-5441	1	67	:	:	PUNCT
ajee-5441	1	68	https://doi.org/10.54536/ajee.v4i1.5441	https://doi.org/10.54536/ajee.v4i1.5441	PROPN
ajee-5441	1	69	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-5441	1	70	article	article	NOUN
ajee-5441	1	71	information	information	NOUN
ajee-5441	1	72	abstract	abstract	ADV
ajee-5441	1	73	received	receive	VERB
ajee-5441	1	74	:	:	PUNCT
ajee-5441	1	75	may	may	AUX
ajee-5441	1	76	27	27	NUM
ajee-5441	1	77	,	,	PUNCT
ajee-5441	1	78	2025	2025	NUM
ajee-5441	1	79	accepted	accept	VERB
ajee-5441	1	80	:	:	PUNCT
ajee-5441	1	81	june	june	PROPN
ajee-5441	1	82	30	30	NUM
ajee-5441	1	83	,	,	PUNCT
ajee-5441	1	84	2025	2025	NUM
ajee-5441	1	85	published	publish	VERB
ajee-5441	1	86	:	:	PUNCT
ajee-5441	1	87	july	july	PROPN
ajee-5441	1	88	24	24	NUM
ajee-5441	1	89	,	,	PUNCT
ajee-5441	1	90	2025	2025	NUM
ajee-5441	1	91	ai	ai	NOUN
ajee-5441	1	92	is	be	AUX
ajee-5441	1	93	transforming	transform	VERB
ajee-5441	1	94	current	current	ADJ
ajee-5441	1	95	education	education	NOUN
ajee-5441	1	96	systems	system	NOUN
ajee-5441	1	97	by	by	ADP
ajee-5441	1	98	providing	provide	VERB
ajee-5441	1	99	personalized	personalized	ADJ
ajee-5441	1	100	learning	learn	VERB
ajee-5441	1	101	experiences	experience	NOUN
ajee-5441	1	102	and	and	CCONJ
ajee-5441	1	103	adjusting	adjust	VERB
ajee-5441	1	104	the	the	DET
ajee-5441	1	105	pace	pace	NOUN
ajee-5441	1	106	of	of	ADP
ajee-5441	1	107	instruction	instruction	NOUN
ajee-5441	1	108	,	,	PUNCT
ajee-5441	1	109	content	content	NOUN
ajee-5441	1	110	delivery	delivery	NOUN
ajee-5441	1	111	,	,	PUNCT
ajee-5441	1	112	and	and	CCONJ
ajee-5441	1	113	learning	learn	VERB
ajee-5441	1	114	pace	pace	NOUN
ajee-5441	1	115	according	accord	VERB
ajee-5441	1	116	to	to	ADP
ajee-5441	1	117	a	a	DET
ajee-5441	1	118	student	student	NOUN
ajee-5441	1	119	’s	’s	PART
ajee-5441	1	120	needs	need	NOUN
ajee-5441	1	121	.	.	PUNCT
ajee-5441	2	1	this	this	DET
ajee-5441	2	2	study	study	NOUN
ajee-5441	2	3	investigates	investigate	VERB
ajee-5441	2	4	the	the	DET
ajee-5441	2	5	personalization	personalization	NOUN
ajee-5441	2	6	of	of	ADP
ajee-5441	2	7	education	education	NOUN
ajee-5441	2	8	through	through	ADP
ajee-5441	2	9	ai	ai	VERB
ajee-5441	2	10	in	in	ADP
ajee-5441	2	11	the	the	DET
ajee-5441	2	12	context	context	NOUN
ajee-5441	2	13	of	of	ADP
ajee-5441	2	14	current	current	ADJ
ajee-5441	2	15	educational	educational	ADJ
ajee-5441	2	16	settings	setting	NOUN
ajee-5441	2	17	,	,	PUNCT
ajee-5441	2	18	primarily	primarily	ADV
ajee-5441	2	19	higher	high	ADJ
ajee-5441	2	20	education	education	NOUN
ajee-5441	2	21	.	.	PUNCT
ajee-5441	3	1	a	a	DET
ajee-5441	3	2	systematic	systematic	ADJ
ajee-5441	3	3	search	search	NOUN
ajee-5441	3	4	of	of	ADP
ajee-5441	3	5	41	41	NUM
ajee-5441	3	6	academic	academic	ADJ
ajee-5441	3	7	databases	database	NOUN
ajee-5441	3	8	identified	identify	VERB
ajee-5441	3	9	17,899	17,899	NUM
ajee-5441	3	10	records	record	NOUN
ajee-5441	3	11	,	,	PUNCT
ajee-5441	3	12	and	and	CCONJ
ajee-5441	3	13	after	after	ADP
ajee-5441	3	14	strict	strict	ADJ
ajee-5441	3	15	inclusion	inclusion	NOUN
ajee-5441	3	16	criteria	criterion	NOUN
ajee-5441	3	17	,	,	PUNCT
ajee-5441	3	18	we	we	PRON
ajee-5441	3	19	included	include	VERB
ajee-5441	3	20	45	45	NUM
ajee-5441	3	21	studies	study	NOUN
ajee-5441	3	22	.	.	PUNCT
ajee-5441	4	1	we	we	PRON
ajee-5441	4	2	followed	follow	VERB
ajee-5441	4	3	the	the	DET
ajee-5441	4	4	prisma	prisma	NOUN
ajee-5441	4	5	approach	approach	NOUN
ajee-5441	4	6	to	to	PART
ajee-5441	4	7	guarantee	guarantee	VERB
ajee-5441	4	8	methodological	methodological	ADJ
ajee-5441	4	9	transparency	transparency	NOUN
ajee-5441	4	10	in	in	ADP
ajee-5441	4	11	selection	selection	NOUN
ajee-5441	4	12	,	,	PUNCT
ajee-5441	4	13	data	datum	NOUN
ajee-5441	4	14	extraction	extraction	NOUN
ajee-5441	4	15	,	,	PUNCT
ajee-5441	4	16	and	and	CCONJ
ajee-5441	4	17	synthesis	synthesis	NOUN
ajee-5441	4	18	.	.	PUNCT
ajee-5441	5	1	the	the	DET
ajee-5441	5	2	studies	study	NOUN
ajee-5441	5	3	included	include	VERB
ajee-5441	5	4	were	be	AUX
ajee-5441	5	5	assessed	assess	VERB
ajee-5441	5	6	using	use	VERB
ajee-5441	5	7	a	a	DET
ajee-5441	5	8	standard	standard	ADJ
ajee-5441	5	9	bias	bias	NOUN
ajee-5441	5	10	instrument	instrument	NOUN
ajee-5441	5	11	.	.	PUNCT
ajee-5441	6	1	the	the	DET
ajee-5441	6	2	results	result	NOUN
ajee-5441	6	3	suggest	suggest	VERB
ajee-5441	6	4	that	that	SCONJ
ajee-5441	6	5	the	the	DET
ajee-5441	6	6	impact	impact	NOUN
ajee-5441	6	7	of	of	ADP
ajee-5441	6	8	ai	ai	ADJ
ajee-5441	6	9	-	-	PUNCT
ajee-5441	6	10	enabled	enable	VERB
ajee-5441	6	11	solutions	solution	NOUN
ajee-5441	6	12	on	on	ADP
ajee-5441	6	13	adaptive	adaptive	ADJ
ajee-5441	6	14	learning	learning	NOUN
ajee-5441	6	15	,	,	PUNCT
ajee-5441	6	16	student	student	NOUN
ajee-5441	6	17	engagement	engagement	NOUN
ajee-5441	6	18	,	,	PUNCT
ajee-5441	6	19	and	and	CCONJ
ajee-5441	6	20	administrative	administrative	ADJ
ajee-5441	6	21	efficiency	efficiency	NOUN
ajee-5441	6	22	is	be	AUX
ajee-5441	6	23	substantial	substantial	ADJ
ajee-5441	6	24	.	.	PUNCT
ajee-5441	7	1	helping	help	VERB
ajee-5441	7	2	to	to	PART
ajee-5441	7	3	personalize	personalize	VERB
ajee-5441	7	4	learning	learning	NOUN
ajee-5441	7	5	,	,	PUNCT
ajee-5441	7	6	ai	ai	VERB
ajee-5441	7	7	fosters	foster	NOUN
ajee-5441	7	8	better	well	ADV
ajee-5441	7	9	learning	learn	VERB
ajee-5441	7	10	outcomes	outcome	NOUN
ajee-5441	7	11	and	and	CCONJ
ajee-5441	7	12	increased	increase	VERB
ajee-5441	7	13	student	student	NOUN
ajee-5441	7	14	satisfaction	satisfaction	NOUN
ajee-5441	7	15	.	.	PUNCT
ajee-5441	8	1	yet	yet	ADV
ajee-5441	8	2	,	,	PUNCT
ajee-5441	8	3	there	there	PRON
ajee-5441	8	4	are	be	VERB
ajee-5441	8	5	challenges	challenge	NOUN
ajee-5441	8	6	to	to	PART
ajee-5441	8	7	ai	ai	VERB
ajee-5441	8	8	integration	integration	NOUN
ajee-5441	8	9	,	,	PUNCT
ajee-5441	8	10	including	include	VERB
ajee-5441	8	11	ethical	ethical	ADJ
ajee-5441	8	12	issues	issue	NOUN
ajee-5441	8	13	,	,	PUNCT
ajee-5441	8	14	data	datum	NOUN
ajee-5441	8	15	privacy	privacy	NOUN
ajee-5441	8	16	concerns	concern	NOUN
ajee-5441	8	17	,	,	PUNCT
ajee-5441	8	18	and	and	CCONJ
ajee-5441	8	19	the	the	DET
ajee-5441	8	20	need	need	NOUN
ajee-5441	8	21	for	for	ADP
ajee-5441	8	22	robust	robust	ADJ
ajee-5441	8	23	teacher	teacher	NOUN
ajee-5441	8	24	training	training	NOUN
ajee-5441	8	25	and	and	CCONJ
ajee-5441	8	26	institutional	institutional	ADJ
ajee-5441	8	27	support	support	NOUN
ajee-5441	8	28	.	.	PUNCT
ajee-5441	9	1	this	this	DET
ajee-5441	9	2	review	review	NOUN
ajee-5441	9	3	discusses	discuss	VERB
ajee-5441	9	4	the	the	DET
ajee-5441	9	5	transformative	transformative	ADJ
ajee-5441	9	6	potential	potential	NOUN
ajee-5441	9	7	of	of	ADP
ajee-5441	9	8	ai	ai	VERB
ajee-5441	9	9	for	for	ADP
ajee-5441	9	10	education	education	NOUN
ajee-5441	9	11	and	and	CCONJ
ajee-5441	9	12	makes	make	VERB
ajee-5441	9	13	calls	call	NOUN
ajee-5441	9	14	for	for	ADP
ajee-5441	9	15	standards	standard	NOUN
ajee-5441	9	16	to	to	PART
ajee-5441	9	17	evaluate	evaluate	VERB
ajee-5441	9	18	the	the	DET
ajee-5441	9	19	efficacy	efficacy	NOUN
ajee-5441	9	20	of	of	ADP
ajee-5441	9	21	ai	ai	PROPN
ajee-5441	9	22	methods	method	NOUN
ajee-5441	9	23	,	,	PUNCT
ajee-5441	9	24	greater	great	ADJ
ajee-5441	9	25	collaboration	collaboration	NOUN
ajee-5441	9	26	across	across	ADP
ajee-5441	9	27	disciplines	discipline	NOUN
ajee-5441	9	28	,	,	PUNCT
ajee-5441	9	29	and	and	CCONJ
ajee-5441	9	30	long	long	ADJ
ajee-5441	9	31	-	-	PUNCT
ajee-5441	9	32	term	term	NOUN
ajee-5441	9	33	studies	study	NOUN
ajee-5441	9	34	to	to	PART
ajee-5441	9	35	ensure	ensure	VERB
ajee-5441	9	36	the	the	DET
ajee-5441	9	37	fairness	fairness	NOUN
ajee-5441	9	38	and	and	CCONJ
ajee-5441	9	39	effectiveness	effectiveness	NOUN
ajee-5441	9	40	of	of	ADP
ajee-5441	9	41	ai	ai	PROPN
ajee-5441	9	42	implementations	implementation	NOUN
ajee-5441	9	43	.	.	PUNCT
ajee-5441	10	1	these	these	DET
ajee-5441	10	2	findings	finding	NOUN
ajee-5441	10	3	are	be	AUX
ajee-5441	10	4	crucial	crucial	ADJ
ajee-5441	10	5	for	for	ADP
ajee-5441	10	6	educators	educator	NOUN
ajee-5441	10	7	,	,	PUNCT
ajee-5441	10	8	policymakers	policymaker	NOUN
ajee-5441	10	9	,	,	PUNCT
ajee-5441	10	10	and	and	CCONJ
ajee-5441	10	11	institutional	institutional	ADJ
ajee-5441	10	12	leaders	leader	NOUN
ajee-5441	10	13	seeking	seek	VERB
ajee-5441	10	14	to	to	PART
ajee-5441	10	15	transform	transform	VERB
ajee-5441	10	16	and	and	CCONJ
ajee-5441	10	17	sustain	sustain	VERB
ajee-5441	10	18	futureready	futureready	ADJ
ajee-5441	10	19	education	education	NOUN
ajee-5441	10	20	systems	system	NOUN
ajee-5441	10	21	in	in	ADP
ajee-5441	10	22	an	an	DET
ajee-5441	10	23	era	era	NOUN
ajee-5441	10	24	of	of	ADP
ajee-5441	10	25	ai	ai	NOUN
ajee-5441	10	26	.	.	PUNCT
ajee-5441	11	1	keywords	keyword	VERB
ajee-5441	11	2	artificial	artificial	ADJ
ajee-5441	11	3	intelligence	intelligence	NOUN
ajee-5441	11	4	,	,	PUNCT
ajee-5441	11	5	education	education	NOUN
ajee-5441	11	6	systems	system	NOUN
ajee-5441	11	7	,	,	PUNCT
ajee-5441	11	8	learning	learn	VERB
ajee-5441	11	9	experiences	experience	NOUN
ajee-5441	11	10	1	1	NUM
ajee-5441	11	11	department	department	NOUN
ajee-5441	11	12	of	of	ADP
ajee-5441	11	13	business	business	PROPN
ajee-5441	11	14	administration	administration	PROPN
ajee-5441	11	15	,	,	PUNCT
ajee-5441	11	16	university	university	NOUN
ajee-5441	11	17	of	of	ADP
ajee-5441	11	18	scholars	scholar	NOUN
ajee-5441	11	19	,	,	PUNCT
ajee-5441	11	20	dhaka	dhaka	PROPN
ajee-5441	11	21	,	,	PUNCT
ajee-5441	11	22	bangladesh	bangladesh	PROPN
ajee-5441	11	23	2	2	NUM
ajee-5441	11	24	department	department	NOUN
ajee-5441	11	25	of	of	ADP
ajee-5441	11	26	english	english	PROPN
ajee-5441	11	27	,	,	PUNCT
ajee-5441	11	28	reverie	reverie	ADJ
ajee-5441	11	29	school	school	NOUN
ajee-5441	11	30	,	,	PUNCT
ajee-5441	11	31	dhaka	dhaka	PROPN
ajee-5441	11	32	,	,	PUNCT
ajee-5441	11	33	bangladesh	bangladesh	NOUN
ajee-5441	11	34	3	3	NUM
ajee-5441	11	35	controller	controller	NOUN
ajee-5441	11	36	of	of	ADP
ajee-5441	11	37	examination	examination	NOUN
ajee-5441	11	38	,	,	PUNCT
ajee-5441	11	39	university	university	NOUN
ajee-5441	11	40	of	of	ADP
ajee-5441	11	41	scholars	scholar	NOUN
ajee-5441	11	42	,	,	PUNCT
ajee-5441	11	43	dhaka	dhaka	PROPN
ajee-5441	11	44	,	,	PUNCT
ajee-5441	11	45	bangladesh	bangladesh	PROPN
ajee-5441	11	46	4	4	NUM
ajee-5441	11	47	department	department	NOUN
ajee-5441	11	48	of	of	ADP
ajee-5441	11	49	economics	economic	NOUN
ajee-5441	11	50	,	,	PUNCT
ajee-5441	11	51	southeast	southeast	ADJ
ajee-5441	11	52	university	university	NOUN
ajee-5441	11	53	,	,	PUNCT
ajee-5441	11	54	dhaka	dhaka	PROPN
ajee-5441	11	55	,	,	PUNCT
ajee-5441	11	56	bangladesh	bangladesh	PROPN
ajee-5441	11	57	*	*	PUNCT
ajee-5441	11	58	corresponding	correspond	VERB
ajee-5441	11	59	author	author	NOUN
ajee-5441	11	60	’s	’s	PART
ajee-5441	11	61	e	e	NOUN
ajee-5441	11	62	-	-	NOUN
ajee-5441	11	63	mail	mail	NOUN
ajee-5441	11	64	:	:	PUNCT
ajee-5441	11	65	nextgenresearch.info@gmail.com	nextgenresearch.info@gmail.com	NUM
ajee-5441	11	66	introduction	introduction	NOUN
ajee-5441	11	67	artificial	artificial	ADJ
ajee-5441	11	68	intelligence	intelligence	NOUN
ajee-5441	11	69	(	(	PUNCT
ajee-5441	11	70	ai	ai	PROPN
ajee-5441	11	71	)	)	PUNCT
ajee-5441	11	72	is	be	AUX
ajee-5441	11	73	a	a	DET
ajee-5441	11	74	game	game	NOUN
ajee-5441	11	75	changer	changer	NOUN
ajee-5441	11	76	in	in	ADP
ajee-5441	11	77	the	the	DET
ajee-5441	11	78	modern	modern	ADJ
ajee-5441	11	79	education	education	NOUN
ajee-5441	11	80	system	system	NOUN
ajee-5441	11	81	,	,	PUNCT
ajee-5441	11	82	promising	promise	VERB
ajee-5441	11	83	to	to	PART
ajee-5441	11	84	open	open	VERB
ajee-5441	11	85	up	up	ADP
ajee-5441	11	86	new	new	ADJ
ajee-5441	11	87	pathways	pathway	NOUN
ajee-5441	11	88	to	to	ADP
ajee-5441	11	89	personalized	personalized	ADJ
ajee-5441	11	90	learning	learn	VERB
ajee-5441	11	91	(	(	PUNCT
ajee-5441	11	92	tapalova	tapalova	PROPN
ajee-5441	11	93	&	&	CCONJ
ajee-5441	11	94	zhiyenbayeva	zhiyenbayeva	PROPN
ajee-5441	11	95	,	,	PUNCT
ajee-5441	11	96	2022	2022	NUM
ajee-5441	11	97	)	)	PUNCT
ajee-5441	11	98	.	.	PUNCT
ajee-5441	12	1	by	by	ADP
ajee-5441	12	2	being	be	AUX
ajee-5441	12	3	able	able	ADJ
ajee-5441	12	4	to	to	PART
ajee-5441	12	5	handle	handle	VERB
ajee-5441	12	6	vast	vast	ADJ
ajee-5441	12	7	amounts	amount	NOUN
ajee-5441	12	8	of	of	ADP
ajee-5441	12	9	data	datum	NOUN
ajee-5441	12	10	and	and	CCONJ
ajee-5441	12	11	respond	respond	VERB
ajee-5441	12	12	to	to	ADP
ajee-5441	12	13	the	the	DET
ajee-5441	12	14	unique	unique	ADJ
ajee-5441	12	15	learning	learning	NOUN
ajee-5441	12	16	profiles	profile	NOUN
ajee-5441	12	17	of	of	ADP
ajee-5441	12	18	each	each	DET
ajee-5441	12	19	student	student	NOUN
ajee-5441	12	20	,	,	PUNCT
ajee-5441	12	21	ai	ai	VERB
ajee-5441	12	22	is	be	AUX
ajee-5441	12	23	revolutionizing	revolutionize	VERB
ajee-5441	12	24	how	how	SCONJ
ajee-5441	12	25	we	we	PRON
ajee-5441	12	26	teach	teach	VERB
ajee-5441	12	27	,	,	PUNCT
ajee-5441	12	28	particularly	particularly	ADV
ajee-5441	12	29	by	by	ADP
ajee-5441	12	30	personalizing	personalize	VERB
ajee-5441	12	31	instruction	instruction	NOUN
ajee-5441	12	32	to	to	PART
ajee-5441	12	33	accommodate	accommodate	VERB
ajee-5441	12	34	differences	difference	NOUN
ajee-5441	12	35	in	in	ADP
ajee-5441	12	36	students	student	NOUN
ajee-5441	12	37	’	'	PUNCT
ajee-5441	12	38	learning	learn	VERB
ajee-5441	12	39	rates	rate	NOUN
ajee-5441	12	40	,	,	PUNCT
ajee-5441	12	41	content	content	NOUN
ajee-5441	12	42	,	,	PUNCT
ajee-5441	12	43	and	and	CCONJ
ajee-5441	12	44	teaching	teaching	NOUN
ajee-5441	12	45	methods	method	NOUN
ajee-5441	12	46	.	.	PUNCT
ajee-5441	13	1	ai	ai	AUX
ajee-5441	13	2	-	-	PUNCT
ajee-5441	13	3	enabled	enable	VERB
ajee-5441	13	4	personalized	personalized	ADJ
ajee-5441	13	5	learning	learning	NOUN
ajee-5441	13	6	seeks	seek	VERB
ajee-5441	13	7	to	to	PART
ajee-5441	13	8	create	create	VERB
ajee-5441	13	9	more	more	ADJ
ajee-5441	13	10	learner	learner	NOUN
ajee-5441	13	11	-	-	PUNCT
ajee-5441	13	12	centered	center	VERB
ajee-5441	13	13	experiences	experience	NOUN
ajee-5441	13	14	that	that	PRON
ajee-5441	13	15	foster	foster	VERB
ajee-5441	13	16	increased	increase	VERB
ajee-5441	13	17	engagement	engagement	NOUN
ajee-5441	13	18	,	,	PUNCT
ajee-5441	13	19	motivation	motivation	NOUN
ajee-5441	13	20	,	,	PUNCT
ajee-5441	13	21	and	and	CCONJ
ajee-5441	13	22	academic	academic	ADJ
ajee-5441	13	23	achievement	achievement	NOUN
ajee-5441	13	24	(	(	PUNCT
ajee-5441	13	25	zhao	zhao	NOUN
ajee-5441	13	26	,	,	PUNCT
ajee-5441	13	27	2025	2025	NUM
ajee-5441	13	28	)	)	PUNCT
ajee-5441	13	29	.	.	PUNCT
ajee-5441	14	1	among	among	ADP
ajee-5441	14	2	the	the	DET
ajee-5441	14	3	milestones	milestone	NOUN
ajee-5441	14	4	of	of	ADP
ajee-5441	14	5	ai	ai	NOUN
ajee-5441	14	6	is	be	AUX
ajee-5441	14	7	the	the	DET
ajee-5441	14	8	creation	creation	NOUN
ajee-5441	14	9	of	of	ADP
ajee-5441	14	10	adaptive	adaptive	ADJ
ajee-5441	14	11	learning	learning	NOUN
ajee-5441	14	12	spaces	space	NOUN
ajee-5441	14	13	.	.	PUNCT
ajee-5441	15	1	these	these	DET
ajee-5441	15	2	systems	system	NOUN
ajee-5441	15	3	tailor	tailor	NOUN
ajee-5441	15	4	instructional	instructional	ADJ
ajee-5441	15	5	materials	material	NOUN
ajee-5441	15	6	in	in	ADP
ajee-5441	15	7	real	real	ADJ
ajee-5441	15	8	-	-	PUNCT
ajee-5441	15	9	time	time	NOUN
ajee-5441	15	10	as	as	SCONJ
ajee-5441	15	11	they	they	PRON
ajee-5441	15	12	interact	interact	VERB
ajee-5441	15	13	with	with	ADP
ajee-5441	15	14	students	student	NOUN
ajee-5441	15	15	based	base	VERB
ajee-5441	15	16	on	on	ADP
ajee-5441	15	17	their	their	PRON
ajee-5441	15	18	performance	performance	NOUN
ajee-5441	15	19	,	,	PUNCT
ajee-5441	15	20	preferences	preference	NOUN
ajee-5441	15	21	,	,	PUNCT
ajee-5441	15	22	and	and	CCONJ
ajee-5441	15	23	learning	learn	VERB
ajee-5441	15	24	needs	need	NOUN
ajee-5441	15	25	(	(	PUNCT
ajee-5441	15	26	strielkowski	strielkowski	NOUN
ajee-5441	15	27	et	et	PROPN
ajee-5441	15	28	al	al	PROPN
ajee-5441	15	29	.	.	PROPN
ajee-5441	15	30	,	,	PUNCT
ajee-5441	15	31	2025	2025	NUM
ajee-5441	15	32	)	)	PUNCT
ajee-5441	15	33	.	.	PUNCT
ajee-5441	16	1	for	for	ADP
ajee-5441	16	2	instance	instance	NOUN
ajee-5441	16	3	,	,	PUNCT
ajee-5441	16	4	intelligent	intelligent	ADJ
ajee-5441	16	5	tutoring	tutoring	NOUN
ajee-5441	16	6	systems	system	NOUN
ajee-5441	16	7	can	can	AUX
ajee-5441	16	8	assess	assess	VERB
ajee-5441	16	9	student	student	NOUN
ajee-5441	16	10	interactions	interaction	NOUN
ajee-5441	16	11	to	to	PART
ajee-5441	16	12	provide	provide	VERB
ajee-5441	16	13	immediate	immediate	ADJ
ajee-5441	16	14	feedback	feedback	NOUN
ajee-5441	16	15	or	or	CCONJ
ajee-5441	16	16	to	to	PART
ajee-5441	16	17	infer	infer	VERB
ajee-5441	16	18	the	the	DET
ajee-5441	16	19	student	student	NOUN
ajee-5441	16	20	’s	’s	PART
ajee-5441	16	21	knowledge	knowledge	NOUN
ajee-5441	16	22	level	level	NOUN
ajee-5441	16	23	and	and	CCONJ
ajee-5441	16	24	serve	serve	VERB
ajee-5441	16	25	as	as	ADP
ajee-5441	16	26	an	an	DET
ajee-5441	16	27	appropriate	appropriate	ADJ
ajee-5441	16	28	learning	learning	NOUN
ajee-5441	16	29	resource	resource	NOUN
ajee-5441	16	30	.	.	PUNCT
ajee-5441	17	1	educational	educational	ADJ
ajee-5441	17	2	technologies	technology	NOUN
ajee-5441	17	3	,	,	PUNCT
ajee-5441	17	4	such	such	ADJ
ajee-5441	17	5	as	as	ADP
ajee-5441	17	6	machine	machine	NOUN
ajee-5441	17	7	learningbased	learningbase	VERB
ajee-5441	17	8	learning	learn	VERB
ajee-5441	17	9	management	management	NOUN
ajee-5441	17	10	systems	system	NOUN
ajee-5441	17	11	,	,	PUNCT
ajee-5441	17	12	track	track	NOUN
ajee-5441	17	13	and	and	CCONJ
ajee-5441	17	14	analyze	analyze	VERB
ajee-5441	17	15	learner	learner	NOUN
ajee-5441	17	16	behavior	behavior	NOUN
ajee-5441	17	17	,	,	PUNCT
ajee-5441	17	18	enabling	enable	VERB
ajee-5441	17	19	instructors	instructor	NOUN
ajee-5441	17	20	to	to	PART
ajee-5441	17	21	make	make	VERB
ajee-5441	17	22	data	data	NOUN
ajee-5441	17	23	-	-	PUNCT
ajee-5441	17	24	driven	drive	VERB
ajee-5441	17	25	choices	choice	NOUN
ajee-5441	17	26	that	that	PRON
ajee-5441	17	27	improve	improve	VERB
ajee-5441	17	28	their	their	PRON
ajee-5441	17	29	teaching	teaching	NOUN
ajee-5441	17	30	and	and	CCONJ
ajee-5441	17	31	support	support	NOUN
ajee-5441	17	32	students	student	NOUN
ajee-5441	17	33	as	as	ADV
ajee-5441	17	34	effectively	effectively	ADV
ajee-5441	17	35	as	as	ADP
ajee-5441	17	36	possible	possible	ADJ
ajee-5441	17	37	.	.	PUNCT
ajee-5441	18	1	and	and	CCONJ
ajee-5441	18	2	ai	ai	VERB
ajee-5441	18	3	enables	enable	NOUN
ajee-5441	18	4	personalized	personalized	ADJ
ajee-5441	18	5	education	education	NOUN
ajee-5441	18	6	at	at	ADP
ajee-5441	18	7	scale	scale	NOUN
ajee-5441	18	8	(	(	PUNCT
ajee-5441	18	9	kaswan	kaswan	NOUN
ajee-5441	18	10	et	et	PROPN
ajee-5441	18	11	al	al	PROPN
ajee-5441	18	12	.	.	PROPN
ajee-5441	18	13	,	,	PUNCT
ajee-5441	18	14	2024	2024	NUM
ajee-5441	18	15	)	)	PUNCT
ajee-5441	18	16	.	.	PUNCT
ajee-5441	19	1	ai	ai	VERB
ajee-5441	19	2	tools	tool	NOUN
ajee-5441	19	3	equipped	equip	VERB
ajee-5441	19	4	with	with	ADP
ajee-5441	19	5	machine	machine	NOUN
ajee-5441	19	6	learning	learn	VERB
ajee-5441	19	7	techniques	technique	NOUN
ajee-5441	19	8	and	and	CCONJ
ajee-5441	19	9	natural	natural	ADJ
ajee-5441	19	10	language	language	NOUN
ajee-5441	19	11	processing	processing	NOUN
ajee-5441	19	12	can	can	AUX
ajee-5441	19	13	scale	scale	VERB
ajee-5441	19	14	to	to	PART
ajee-5441	19	15	accommodate	accommodate	VERB
ajee-5441	19	16	a	a	DET
ajee-5441	19	17	diverse	diverse	ADJ
ajee-5441	19	18	range	range	NOUN
ajee-5441	19	19	of	of	ADP
ajee-5441	19	20	learners	learner	NOUN
ajee-5441	19	21	,	,	PUNCT
ajee-5441	19	22	including	include	VERB
ajee-5441	19	23	those	those	PRON
ajee-5441	19	24	with	with	ADP
ajee-5441	19	25	special	special	ADJ
ajee-5441	19	26	needs	need	NOUN
ajee-5441	19	27	,	,	PUNCT
ajee-5441	19	28	to	to	PART
ajee-5441	19	29	provide	provide	VERB
ajee-5441	19	30	customized	customized	ADJ
ajee-5441	19	31	access	access	NOUN
ajee-5441	19	32	to	to	ADP
ajee-5441	19	33	support	support	NOUN
ajee-5441	19	34	,	,	PUNCT
ajee-5441	19	35	translations	translation	NOUN
ajee-5441	19	36	,	,	PUNCT
ajee-5441	19	37	and	and	CCONJ
ajee-5441	19	38	alternative	alternative	ADJ
ajee-5441	19	39	formats	format	NOUN
ajee-5441	19	40	.	.	PUNCT
ajee-5441	20	1	these	these	DET
ajee-5441	20	2	facets	facet	NOUN
ajee-5441	20	3	not	not	PART
ajee-5441	20	4	only	only	ADV
ajee-5441	20	5	facilitate	facilitate	VERB
ajee-5441	20	6	access	access	NOUN
ajee-5441	20	7	to	to	ADP
ajee-5441	20	8	learning	learning	NOUN
ajee-5441	20	9	but	but	CCONJ
ajee-5441	20	10	also	also	ADV
ajee-5441	20	11	help	help	VERB
ajee-5441	20	12	promote	promote	VERB
ajee-5441	20	13	equity	equity	NOUN
ajee-5441	20	14	in	in	ADP
ajee-5441	20	15	mixed	mixed	ADJ
ajee-5441	20	16	classrooms	classroom	NOUN
ajee-5441	20	17	and	and	CCONJ
ajee-5441	20	18	address	address	VERB
ajee-5441	20	19	the	the	DET
ajee-5441	20	20	geographical	geographical	ADJ
ajee-5441	20	21	divide	divide	NOUN
ajee-5441	20	22	(	(	PUNCT
ajee-5441	20	23	assefa	assefa	PROPN
ajee-5441	20	24	et	et	PROPN
ajee-5441	20	25	al	al	PROPN
ajee-5441	20	26	.	.	PROPN
ajee-5441	20	27	,	,	PUNCT
ajee-5441	20	28	2025	2025	NUM
ajee-5441	20	29	)	)	PUNCT
ajee-5441	20	30	.	.	PUNCT
ajee-5441	21	1	however	however	ADV
ajee-5441	21	2	,	,	PUNCT
ajee-5441	21	3	the	the	DET
ajee-5441	21	4	adoption	adoption	NOUN
ajee-5441	21	5	of	of	ADP
ajee-5441	21	6	ai	ai	PROPN
ajee-5441	21	7	technologies	technology	NOUN
ajee-5441	21	8	in	in	ADP
ajee-5441	21	9	education	education	NOUN
ajee-5441	21	10	has	have	VERB
ajee-5441	21	11	its	its	PRON
ajee-5441	21	12	limitations	limitation	NOUN
ajee-5441	21	13	.	.	PUNCT
ajee-5441	22	1	this	this	DET
ajee-5441	22	2	high	high	ADJ
ajee-5441	22	3	-	-	PUNCT
ajee-5441	22	4	tech	tech	NOUN
ajee-5441	22	5	world	world	NOUN
ajee-5441	22	6	raises	raise	VERB
ajee-5441	22	7	ethical	ethical	ADJ
ajee-5441	22	8	questions	question	NOUN
ajee-5441	22	9	about	about	ADP
ajee-5441	22	10	the	the	DET
ajee-5441	22	11	privacy	privacy	NOUN
ajee-5441	22	12	of	of	ADP
ajee-5441	22	13	data	data	PROPN
ajee-5441	22	14	,	,	PUNCT
ajee-5441	22	15	the	the	DET
ajee-5441	22	16	transparency	transparency	NOUN
ajee-5441	22	17	of	of	ADP
ajee-5441	22	18	algorithms	algorithm	NOUN
ajee-5441	22	19	,	,	PUNCT
ajee-5441	22	20	and	and	CCONJ
ajee-5441	22	21	the	the	DET
ajee-5441	22	22	risks	risk	NOUN
ajee-5441	22	23	of	of	ADP
ajee-5441	22	24	bias	bias	NOUN
ajee-5441	22	25	in	in	ADP
ajee-5441	22	26	ai	ai	PROPN
ajee-5441	22	27	systems	system	NOUN
ajee-5441	22	28	.	.	PUNCT
ajee-5441	23	1	their	their	PRON
ajee-5441	23	2	personal	personal	ADJ
ajee-5441	23	3	and	and	CCONJ
ajee-5441	23	4	academic	academic	ADJ
ajee-5441	23	5	data	datum	NOUN
ajee-5441	23	6	are	be	AUX
ajee-5441	23	7	frequently	frequently	ADV
ajee-5441	23	8	collected	collect	VERB
ajee-5441	23	9	and	and	CCONJ
ajee-5441	23	10	analyzed	analyze	VERB
ajee-5441	23	11	by	by	ADP
ajee-5441	23	12	artificial	artificial	ADJ
ajee-5441	23	13	intelligence	intelligence	NOUN
ajee-5441	23	14	tools	tool	NOUN
ajee-5441	23	15	,	,	PUNCT
ajee-5441	23	16	raising	raise	VERB
ajee-5441	23	17	important	important	ADJ
ajee-5441	23	18	questions	question	NOUN
ajee-5441	23	19	of	of	ADP
ajee-5441	23	20	consent	consent	NOUN
ajee-5441	23	21	,	,	PUNCT
ajee-5441	23	22	ownership	ownership	NOUN
ajee-5441	23	23	,	,	PUNCT
ajee-5441	23	24	and	and	CCONJ
ajee-5441	23	25	security	security	NOUN
ajee-5441	23	26	(	(	PUNCT
ajee-5441	23	27	menard	menard	PROPN
ajee-5441	23	28	&	&	CCONJ
ajee-5441	23	29	bott	bott	PROPN
ajee-5441	23	30	,	,	PUNCT
ajee-5441	23	31	2025	2025	NUM
ajee-5441	23	32	)	)	PUNCT
ajee-5441	23	33	.	.	PUNCT
ajee-5441	24	1	it	it	PRON
ajee-5441	24	2	also	also	ADV
ajee-5441	24	3	creates	create	VERB
ajee-5441	24	4	a	a	DET
ajee-5441	24	5	device	device	NOUN
ajee-5441	24	6	that	that	PRON
ajee-5441	24	7	allows	allow	VERB
ajee-5441	24	8	access	access	NOUN
ajee-5441	24	9	to	to	ADP
ajee-5441	24	10	the	the	DET
ajee-5441	24	11	internet	internet	NOUN
ajee-5441	24	12	.	.	PUNCT
ajee-5441	25	1	still	still	ADV
ajee-5441	25	2	,	,	PUNCT
ajee-5441	25	3	the	the	DET
ajee-5441	25	4	digital	digital	ADJ
ajee-5441	25	5	divide	divide	NOUN
ajee-5441	25	6	remains	remain	VERB
ajee-5441	25	7	a	a	DET
ajee-5441	25	8	limiting	limit	VERB
ajee-5441	25	9	factor	factor	NOUN
ajee-5441	25	10	for	for	ADP
ajee-5441	25	11	access	access	NOUN
ajee-5441	25	12	,	,	PUNCT
ajee-5441	25	13	particularly	particularly	ADV
ajee-5441	25	14	in	in	ADP
ajee-5441	25	15	areas	area	NOUN
ajee-5441	25	16	where	where	SCONJ
ajee-5441	25	17	institutions	institution	NOUN
ajee-5441	25	18	or	or	CCONJ
ajee-5441	25	19	regions	region	NOUN
ajee-5441	25	20	lack	lack	VERB
ajee-5441	25	21	adequate	adequate	ADJ
ajee-5441	25	22	digital	digital	ADJ
ajee-5441	25	23	infrastructure	infrastructure	NOUN
ajee-5441	25	24	.	.	PUNCT
ajee-5441	26	1	there	there	PRON
ajee-5441	26	2	is	be	VERB
ajee-5441	26	3	another	another	DET
ajee-5441	26	4	important	important	ADJ
ajee-5441	26	5	role	role	NOUN
ajee-5441	26	6	that	that	PRON
ajee-5441	26	7	instructors	instructor	NOUN
ajee-5441	26	8	play	play	VERB
ajee-5441	26	9	in	in	ADP
ajee-5441	26	10	ai	ai	ADJ
ajee-5441	26	11	-	-	PUNCT
ajee-5441	26	12	supported	support	VERB
ajee-5441	26	13	learning	learning	NOUN
ajee-5441	26	14	environments	environment	NOUN
ajee-5441	26	15	(	(	PUNCT
ajee-5441	26	16	cohn	cohn	PROPN
ajee-5441	26	17	et	et	PROPN
ajee-5441	26	18	al	al	PROPN
ajee-5441	26	19	.	.	PROPN
ajee-5441	26	20	,	,	PUNCT
ajee-5441	26	21	2025	2025	NUM
ajee-5441	26	22	)	)	PUNCT
ajee-5441	26	23	.	.	PUNCT
ajee-5441	27	1	artificial	artificial	ADJ
ajee-5441	27	2	intelligence	intelligence	NOUN
ajee-5441	27	3	can	can	AUX
ajee-5441	27	4	enhance	enhance	VERB
ajee-5441	27	5	the	the	DET
ajee-5441	27	6	education	education	NOUN
ajee-5441	27	7	process	process	NOUN
ajee-5441	27	8	,	,	PUNCT
ajee-5441	27	9	but	but	CCONJ
ajee-5441	27	10	it	it	PRON
ajee-5441	27	11	can	can	AUX
ajee-5441	27	12	not	not	PART
ajee-5441	27	13	substitute	substitute	VERB
ajee-5441	27	14	for	for	ADP
ajee-5441	27	15	the	the	DET
ajee-5441	27	16	human	human	ADJ
ajee-5441	27	17	touch	touch	NOUN
ajee-5441	27	18	that	that	PRON
ajee-5441	27	19	goes	go	VERB
ajee-5441	27	20	with	with	ADP
ajee-5441	27	21	teaching	teaching	NOUN
ajee-5441	27	22	empathy	empathy	NOUN
ajee-5441	27	23	,	,	PUNCT
ajee-5441	27	24	working	work	VERB
ajee-5441	27	25	with	with	ADP
ajee-5441	27	26	students	student	NOUN
ajee-5441	27	27	,	,	PUNCT
ajee-5441	27	28	and	and	CCONJ
ajee-5441	27	29	speaking	speak	VERB
ajee-5441	27	30	to	to	ADP
ajee-5441	27	31	them	they	PRON
ajee-5441	27	32	sensitively	sensitively	ADV
ajee-5441	27	33	.	.	PUNCT
ajee-5441	28	1	hence	hence	ADV
ajee-5441	28	2	,	,	PUNCT
ajee-5441	28	3	the	the	DET
ajee-5441	28	4	successful	successful	ADJ
ajee-5441	28	5	integration	integration	NOUN
ajee-5441	28	6	of	of	ADP
ajee-5441	28	7	ai	ai	NOUN
ajee-5441	28	8	would	would	AUX
ajee-5441	28	9	involve	involve	VERB
ajee-5441	28	10	adequate	adequate	ADJ
ajee-5441	28	11	teacher	teacher	NOUN
ajee-5441	28	12	training	training	NOUN
ajee-5441	28	13	and	and	CCONJ
ajee-5441	28	14	professional	professional	ADJ
ajee-5441	28	15	development	development	NOUN
ajee-5441	28	16	to	to	PART
ajee-5441	28	17	prepare	prepare	VERB
ajee-5441	28	18	teachers	teacher	NOUN
ajee-5441	28	19	to	to	PART
ajee-5441	28	20	apply	apply	VERB
ajee-5441	28	21	ai	ai	ADJ
ajee-5441	28	22	tools	tool	NOUN
ajee-5441	28	23	in	in	ADP
ajee-5441	28	24	meaningful	meaningful	ADJ
ajee-5441	28	25	and	and	CCONJ
ajee-5441	28	26	ethical	ethical	ADJ
ajee-5441	28	27	ways	way	NOUN
ajee-5441	28	28	.	.	PUNCT
ajee-5441	29	1	the	the	DET
ajee-5441	29	2	impact	impact	NOUN
ajee-5441	29	3	of	of	ADP
ajee-5441	29	4	ai	ai	VERB
ajee-5441	29	5	on	on	ADP
ajee-5441	29	6	personalized	personalized	ADJ
ajee-5441	29	7	learning	learn	VERB
ajee-5441	29	8	hinges	hinge	NOUN
ajee-5441	29	9	on	on	ADP
ajee-5441	29	10	the	the	DET
ajee-5441	29	11	extent	extent	NOUN
ajee-5441	29	12	of	of	ADP
ajee-5441	29	13	its	its	PRON
ajee-5441	29	14	incorporation	incorporation	NOUN
ajee-5441	29	15	within	within	ADP
ajee-5441	29	16	pedagogical	pedagogical	ADJ
ajee-5441	29	17	models	model	NOUN
ajee-5441	29	18	rather	rather	ADV
ajee-5441	29	19	than	than	ADP
ajee-5441	29	20	pa	pa	PROPN
ajee-5441	29	21	ge	ge	PROPN
ajee-5441	29	22	12	12	NUM
ajee-5441	29	23	8	8	NUM
ajee-5441	29	24	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-5441	29	25	am	am	NOUN
ajee-5441	29	26	.	.	PUNCT
ajee-5441	30	1	j.	j.	PROPN
ajee-5441	30	2	environ	environ	PROPN
ajee-5441	30	3	econ	econ	PROPN
ajee-5441	30	4	.	.	PUNCT
ajee-5441	31	1	4(1	4(1	X
ajee-5441	31	2	)	)	PUNCT
ajee-5441	32	1	127	127	NUM
ajee-5441	32	2	-	-	SYM
ajee-5441	32	3	135	135	NUM
ajee-5441	32	4	,	,	PUNCT
ajee-5441	32	5	2025	2025	NUM
ajee-5441	32	6	its	its	PRON
ajee-5441	32	7	technological	technological	ADJ
ajee-5441	32	8	adoption	adoption	NOUN
ajee-5441	32	9	(	(	PUNCT
ajee-5441	32	10	vorobyeva	vorobyeva	NOUN
ajee-5441	32	11	et	et	PROPN
ajee-5441	32	12	al	al	PROPN
ajee-5441	32	13	.	.	PROPN
ajee-5441	32	14	,	,	PUNCT
ajee-5441	32	15	2025	2025	NUM
ajee-5441	32	16	)	)	PUNCT
ajee-5441	32	17	.	.	PUNCT
ajee-5441	33	1	in	in	ADP
ajee-5441	33	2	this	this	DET
ajee-5441	33	3	paper	paper	NOUN
ajee-5441	33	4	,	,	PUNCT
ajee-5441	33	5	the	the	DET
ajee-5441	33	6	role	role	NOUN
ajee-5441	33	7	of	of	ADP
ajee-5441	33	8	ai	ai	VERB
ajee-5441	33	9	in	in	ADP
ajee-5441	33	10	personalized	personalized	ADJ
ajee-5441	33	11	learning	learning	NOUN
ajee-5441	33	12	in	in	ADP
ajee-5441	33	13	higher	high	ADJ
ajee-5441	33	14	education	education	NOUN
ajee-5441	33	15	is	be	AUX
ajee-5441	33	16	discussed	discuss	VERB
ajee-5441	33	17	,	,	PUNCT
ajee-5441	33	18	with	with	ADP
ajee-5441	33	19	the	the	DET
ajee-5441	33	20	opportunities	opportunity	NOUN
ajee-5441	33	21	presented	present	VERB
ajee-5441	33	22	by	by	ADP
ajee-5441	33	23	ai	ai	AUX
ajee-5441	33	24	highlighted	highlight	VERB
ajee-5441	33	25	and	and	CCONJ
ajee-5441	33	26	its	its	PRON
ajee-5441	33	27	challenges	challenge	NOUN
ajee-5441	33	28	acknowledged	acknowledge	VERB
ajee-5441	33	29	.	.	PUNCT
ajee-5441	34	1	universities	university	NOUN
ajee-5441	34	2	and	and	CCONJ
ajee-5441	34	3	colleges	college	NOUN
ajee-5441	34	4	are	be	AUX
ajee-5441	34	5	turning	turn	VERB
ajee-5441	34	6	to	to	PART
ajee-5441	34	7	ai	ai	VERB
ajee-5441	34	8	for	for	ADP
ajee-5441	34	9	advanced	advanced	ADJ
ajee-5441	34	10	learning	learning	NOUN
ajee-5441	34	11	to	to	PART
ajee-5441	34	12	drive	drive	VERB
ajee-5441	34	13	innovation	innovation	NOUN
ajee-5441	34	14	,	,	PUNCT
ajee-5441	34	15	enhance	enhance	VERB
ajee-5441	34	16	learning	learn	VERB
ajee-5441	34	17	opportunities	opportunity	NOUN
ajee-5441	34	18	,	,	PUNCT
ajee-5441	34	19	and	and	CCONJ
ajee-5441	34	20	prepare	prepare	VERB
ajee-5441	34	21	students	student	NOUN
ajee-5441	34	22	for	for	ADP
ajee-5441	34	23	the	the	DET
ajee-5441	34	24	jobs	job	NOUN
ajee-5441	34	25	of	of	ADP
ajee-5441	34	26	the	the	DET
ajee-5441	34	27	future	future	NOUN
ajee-5441	34	28	(	(	PUNCT
ajee-5441	34	29	mohamed	mohamed	PROPN
ajee-5441	34	30	saad	saad	PROPN
ajee-5441	34	31	,	,	PUNCT
ajee-5441	34	32	2025	2025	NUM
ajee-5441	34	33	)	)	PUNCT
ajee-5441	34	34	.	.	PUNCT
ajee-5441	35	1	nevertheless	nevertheless	ADV
ajee-5441	35	2	,	,	PUNCT
ajee-5441	35	3	the	the	DET
ajee-5441	35	4	literature	literature	NOUN
ajee-5441	35	5	is	be	AUX
ajee-5441	35	6	lacking	lack	VERB
ajee-5441	35	7	in	in	ADP
ajee-5441	35	8	terms	term	NOUN
ajee-5441	35	9	of	of	ADP
ajee-5441	35	10	a	a	DET
ajee-5441	35	11	systematic	systematic	ADJ
ajee-5441	35	12	investigation	investigation	NOUN
ajee-5441	35	13	into	into	ADP
ajee-5441	35	14	the	the	DET
ajee-5441	35	15	real	real	ADJ
ajee-5441	35	16	-	-	PUNCT
ajee-5441	35	17	world	world	NOUN
ajee-5441	35	18	impact	impact	NOUN
ajee-5441	35	19	of	of	ADP
ajee-5441	35	20	ai	ai	VERB
ajee-5441	35	21	on	on	ADP
ajee-5441	35	22	personalized	personalized	ADJ
ajee-5441	35	23	learning	learn	VERB
ajee-5441	35	24	outcomes	outcome	NOUN
ajee-5441	35	25	,	,	PUNCT
ajee-5441	35	26	especially	especially	ADV
ajee-5441	35	27	in	in	ADP
ajee-5441	35	28	various	various	ADJ
ajee-5441	35	29	diverse	diverse	ADJ
ajee-5441	35	30	educational	educational	ADJ
ajee-5441	35	31	settings	setting	NOUN
ajee-5441	35	32	(	(	PUNCT
ajee-5441	35	33	spaho	spaho	PROPN
ajee-5441	35	34	et	et	PROPN
ajee-5441	35	35	al	al	PROPN
ajee-5441	35	36	.	.	PROPN
ajee-5441	35	37	,	,	PUNCT
ajee-5441	35	38	2025	2025	NUM
ajee-5441	35	39	)	)	PUNCT
ajee-5441	35	40	.	.	PUNCT
ajee-5441	36	1	to	to	PART
ajee-5441	36	2	fill	fill	VERB
ajee-5441	36	3	this	this	DET
ajee-5441	36	4	gap	gap	NOUN
ajee-5441	36	5	,	,	PUNCT
ajee-5441	36	6	the	the	DET
ajee-5441	36	7	current	current	ADJ
ajee-5441	36	8	paper	paper	NOUN
ajee-5441	36	9	attempts	attempt	VERB
ajee-5441	36	10	to	to	PART
ajee-5441	36	11	consolidate	consolidate	VERB
ajee-5441	36	12	results	result	NOUN
ajee-5441	36	13	from	from	ADP
ajee-5441	36	14	the	the	DET
ajee-5441	36	15	academic	academic	ADJ
ajee-5441	36	16	literature	literature	NOUN
ajee-5441	36	17	to	to	PART
ajee-5441	36	18	investigate	investigate	VERB
ajee-5441	36	19	the	the	DET
ajee-5441	36	20	efficacy	efficacy	NOUN
ajee-5441	36	21	,	,	PUNCT
ajee-5441	36	22	ethical	ethical	ADJ
ajee-5441	36	23	issues	issue	NOUN
ajee-5441	36	24	,	,	PUNCT
ajee-5441	36	25	and	and	CCONJ
ajee-5441	36	26	implementation	implementation	NOUN
ajee-5441	36	27	challenges	challenge	NOUN
ajee-5441	36	28	of	of	ADP
ajee-5441	36	29	ai	ai	PROPN
ajee-5441	36	30	(	(	PUNCT
ajee-5441	36	31	mohammadi	mohammadi	PROPN
ajee-5441	36	32	&	&	CCONJ
ajee-5441	36	33	maghsoudi	maghsoudi	NOUN
ajee-5441	36	34	,	,	PUNCT
ajee-5441	36	35	2025	2025	NUM
ajee-5441	36	36	)	)	PUNCT
ajee-5441	36	37	.	.	PUNCT
ajee-5441	37	1	through	through	ADP
ajee-5441	37	2	the	the	DET
ajee-5441	37	3	use	use	NOUN
ajee-5441	37	4	of	of	ADP
ajee-5441	37	5	a	a	DET
ajee-5441	37	6	rigorous	rigorous	ADJ
ajee-5441	37	7	and	and	CCONJ
ajee-5441	37	8	transparent	transparent	ADJ
ajee-5441	37	9	methodology	methodology	NOUN
ajee-5441	37	10	,	,	PUNCT
ajee-5441	37	11	this	this	DET
ajee-5441	37	12	review	review	NOUN
ajee-5441	37	13	aims	aim	VERB
ajee-5441	37	14	to	to	PART
ajee-5441	37	15	provide	provide	VERB
ajee-5441	37	16	practical	practical	ADJ
ajee-5441	37	17	recommendations	recommendation	NOUN
ajee-5441	37	18	for	for	ADP
ajee-5441	37	19	instructors	instructor	NOUN
ajee-5441	37	20	,	,	PUNCT
ajee-5441	37	21	policymakers	policymaker	NOUN
ajee-5441	37	22	,	,	PUNCT
ajee-5441	37	23	and	and	CCONJ
ajee-5441	37	24	administrators	administrator	NOUN
ajee-5441	37	25	who	who	PRON
ajee-5441	37	26	seek	seek	VERB
ajee-5441	37	27	to	to	PART
ajee-5441	37	28	leverage	leverage	VERB
ajee-5441	37	29	ai	ai	VERB
ajee-5441	37	30	to	to	PART
ajee-5441	37	31	enhance	enhance	VERB
ajee-5441	37	32	teaching	teaching	NOUN
ajee-5441	37	33	and	and	CCONJ
ajee-5441	37	34	learning	learning	NOUN
ajee-5441	37	35	.	.	PUNCT
ajee-5441	38	1	literature	literature	NOUN
ajee-5441	38	2	review	review	VERB
ajee-5441	38	3	artificial	artificial	ADJ
ajee-5441	38	4	intelligence	intelligence	NOUN
ajee-5441	38	5	(	(	PUNCT
ajee-5441	38	6	ai)enabled	ai)enable	VERB
ajee-5441	38	7	educational	educational	ADJ
ajee-5441	38	8	systems	system	NOUN
ajee-5441	38	9	have	have	AUX
ajee-5441	38	10	created	create	VERB
ajee-5441	38	11	a	a	DET
ajee-5441	38	12	new	new	ADJ
ajee-5441	38	13	learning	learning	NOUN
ajee-5441	38	14	paradigm	paradigm	NOUN
ajee-5441	38	15	in	in	ADP
ajee-5441	38	16	today	today	NOUN
ajee-5441	38	17	’s	’s	PART
ajee-5441	38	18	era	era	NOUN
ajee-5441	38	19	of	of	ADP
ajee-5441	38	20	rapid	rapid	ADJ
ajee-5441	38	21	change	change	NOUN
ajee-5441	38	22	in	in	ADP
ajee-5441	38	23	education	education	NOUN
ajee-5441	38	24	(	(	PUNCT
ajee-5441	38	25	strielkowski	strielkowski	NOUN
ajee-5441	38	26	et	et	PROPN
ajee-5441	38	27	al	al	PROPN
ajee-5441	38	28	.	.	PROPN
ajee-5441	38	29	,	,	PUNCT
ajee-5441	38	30	2025	2025	NUM
ajee-5441	38	31	)	)	PUNCT
ajee-5441	38	32	.	.	PUNCT
ajee-5441	39	1	ai	ai	VERB
ajee-5441	39	2	and	and	CCONJ
ajee-5441	39	3	technology	technology	NOUN
ajee-5441	39	4	are	be	AUX
ajee-5441	39	5	transforming	transform	VERB
ajee-5441	39	6	education	education	NOUN
ajee-5441	39	7	to	to	PART
ajee-5441	39	8	serve	serve	VERB
ajee-5441	39	9	the	the	DET
ajee-5441	39	10	personal	personal	ADJ
ajee-5441	39	11	,	,	PUNCT
ajee-5441	39	12	developmental	developmental	ADJ
ajee-5441	39	13	,	,	PUNCT
ajee-5441	39	14	and	and	CCONJ
ajee-5441	39	15	learning	learn	VERB
ajee-5441	39	16	styles	style	NOUN
ajee-5441	39	17	of	of	ADP
ajee-5441	39	18	every	every	DET
ajee-5441	39	19	student	student	NOUN
ajee-5441	39	20	.	.	PUNCT
ajee-5441	40	1	this	this	DET
ajee-5441	40	2	shift	shift	NOUN
ajee-5441	40	3	is	be	AUX
ajee-5441	40	4	evident	evident	ADJ
ajee-5441	40	5	in	in	ADP
ajee-5441	40	6	the	the	DET
ajee-5441	40	7	development	development	NOUN
ajee-5441	40	8	of	of	ADP
ajee-5441	40	9	adaptive	adaptive	ADJ
ajee-5441	40	10	learning	learning	NOUN
ajee-5441	40	11	systems	system	NOUN
ajee-5441	40	12	,	,	PUNCT
ajee-5441	40	13	intelligent	intelligent	ADJ
ajee-5441	40	14	tutoring	tutoring	NOUN
ajee-5441	40	15	systems	system	NOUN
ajee-5441	40	16	,	,	PUNCT
ajee-5441	40	17	and	and	CCONJ
ajee-5441	40	18	ai	ai	NOUN
ajee-5441	40	19	-	-	PUNCT
ajee-5441	40	20	based	base	VERB
ajee-5441	40	21	learning	learning	NOUN
ajee-5441	40	22	analytics	analytic	NOUN
ajee-5441	40	23	(	(	PUNCT
ajee-5441	40	24	strielkowski	strielkowski	NOUN
ajee-5441	40	25	et	et	PROPN
ajee-5441	40	26	al	al	PROPN
ajee-5441	40	27	.	.	PROPN
ajee-5441	40	28	,	,	PUNCT
ajee-5441	40	29	2025	2025	NUM
ajee-5441	40	30	)	)	PUNCT
ajee-5441	40	31	.	.	PUNCT
ajee-5441	41	1	ai	ai	AUX
ajee-5441	41	2	-	-	PUNCT
ajee-5441	41	3	supported	support	VERB
ajee-5441	41	4	personalized	personalized	ADJ
ajee-5441	41	5	learning	learning	NOUN
ajee-5441	41	6	involves	involve	VERB
ajee-5441	41	7	tailoring	tailor	VERB
ajee-5441	41	8	learning	learn	VERB
ajee-5441	41	9	speed	speed	NOUN
ajee-5441	41	10	,	,	PUNCT
ajee-5441	41	11	content	content	NOUN
ajee-5441	41	12	,	,	PUNCT
ajee-5441	41	13	and	and	CCONJ
ajee-5441	41	14	teaching	teaching	NOUN
ajee-5441	41	15	methods	method	NOUN
ajee-5441	41	16	to	to	ADP
ajee-5441	41	17	individual	individual	ADJ
ajee-5441	41	18	learners	learner	NOUN
ajee-5441	41	19	(	(	PUNCT
ajee-5441	41	20	abrar	abrar	PROPN
ajee-5441	41	21	et	et	PROPN
ajee-5441	41	22	al	al	PROPN
ajee-5441	41	23	.	.	PROPN
ajee-5441	41	24	,	,	PUNCT
ajee-5441	41	25	2025	2025	NUM
ajee-5441	41	26	)	)	PUNCT
ajee-5441	41	27	.	.	PUNCT
ajee-5441	42	1	ai	ai	VERB
ajee-5441	42	2	-	-	PUNCT
ajee-5441	42	3	based	base	VERB
ajee-5441	42	4	systems	system	NOUN
ajee-5441	42	5	can	can	AUX
ajee-5441	42	6	also	also	ADV
ajee-5441	42	7	analyze	analyze	VERB
ajee-5441	42	8	students	student	NOUN
ajee-5441	42	9	’	'	PUNCT
ajee-5441	42	10	strengths	strength	NOUN
ajee-5441	42	11	,	,	PUNCT
ajee-5441	42	12	weaknesses	weakness	NOUN
ajee-5441	42	13	,	,	PUNCT
ajee-5441	42	14	and	and	CCONJ
ajee-5441	42	15	progress	progress	NOUN
ajee-5441	42	16	in	in	ADP
ajee-5441	42	17	real	real	ADJ
ajee-5441	42	18	time	time	NOUN
ajee-5441	42	19	and	and	CCONJ
ajee-5441	42	20	tailor	tailor	VERB
ajee-5441	42	21	the	the	DET
ajee-5441	42	22	delivery	delivery	NOUN
ajee-5441	42	23	of	of	ADP
ajee-5441	42	24	content	content	NOUN
ajee-5441	42	25	.	.	PUNCT
ajee-5441	43	1	such	such	ADJ
ajee-5441	43	2	systems	system	NOUN
ajee-5441	43	3	promote	promote	VERB
ajee-5441	43	4	learner	learner	NOUN
ajee-5441	43	5	autonomy	autonomy	NOUN
ajee-5441	43	6	and	and	CCONJ
ajee-5441	43	7	motivation	motivation	NOUN
ajee-5441	43	8	by	by	ADP
ajee-5441	43	9	offering	offer	VERB
ajee-5441	43	10	appropriate	appropriate	ADJ
ajee-5441	43	11	learning	learning	NOUN
ajee-5441	43	12	materials	material	NOUN
ajee-5441	43	13	and	and	CCONJ
ajee-5441	43	14	feedback	feedback	NOUN
ajee-5441	43	15	in	in	ADP
ajee-5441	43	16	a	a	DET
ajee-5441	43	17	timely	timely	ADJ
ajee-5441	43	18	manner	manner	NOUN
ajee-5441	43	19	,	,	PUNCT
ajee-5441	43	20	which	which	PRON
ajee-5441	43	21	may	may	AUX
ajee-5441	43	22	result	result	VERB
ajee-5441	43	23	in	in	ADP
ajee-5441	43	24	improved	improved	ADJ
ajee-5441	43	25	academic	academic	ADJ
ajee-5441	43	26	achievement	achievement	NOUN
ajee-5441	43	27	and	and	CCONJ
ajee-5441	43	28	student	student	NOUN
ajee-5441	43	29	satisfaction	satisfaction	NOUN
ajee-5441	43	30	.	.	PUNCT
ajee-5441	44	1	ai	ai	VERB
ajee-5441	44	2	algorithms	algorithm	NOUN
ajee-5441	44	3	help	help	VERB
ajee-5441	44	4	personalize	personalize	VERB
ajee-5441	44	5	the	the	DET
ajee-5441	44	6	learning	learning	NOUN
ajee-5441	44	7	path	path	NOUN
ajee-5441	44	8	through	through	ADP
ajee-5441	44	9	an	an	DET
ajee-5441	44	10	adaptive	adaptive	ADJ
ajee-5441	44	11	learning	learning	NOUN
ajee-5441	44	12	environment	environment	NOUN
ajee-5441	44	13	(	(	PUNCT
ajee-5441	44	14	strielkowski	strielkowski	NOUN
ajee-5441	44	15	et	et	PROPN
ajee-5441	44	16	al	al	PROPN
ajee-5441	44	17	.	.	PROPN
ajee-5441	44	18	,	,	PUNCT
ajee-5441	44	19	2025	2025	NUM
ajee-5441	44	20	)	)	PUNCT
ajee-5441	44	21	.	.	PUNCT
ajee-5441	45	1	such	such	ADJ
ajee-5441	45	2	platforms	platform	NOUN
ajee-5441	45	3	adapt	adapt	VERB
ajee-5441	45	4	learning	learning	NOUN
ajee-5441	45	5	paths	path	NOUN
ajee-5441	45	6	based	base	VERB
ajee-5441	45	7	on	on	ADP
ajee-5441	45	8	the	the	DET
ajee-5441	45	9	student	student	NOUN
ajee-5441	45	10	’s	’s	PART
ajee-5441	45	11	interactions	interaction	NOUN
ajee-5441	45	12	with	with	ADP
ajee-5441	45	13	the	the	DET
ajee-5441	45	14	platform	platform	NOUN
ajee-5441	45	15	,	,	PUNCT
ajee-5441	45	16	leading	lead	VERB
ajee-5441	45	17	to	to	ADP
ajee-5441	45	18	a	a	DET
ajee-5441	45	19	more	more	ADV
ajee-5441	45	20	adaptable	adaptable	ADJ
ajee-5441	45	21	and	and	CCONJ
ajee-5441	45	22	responsive	responsive	ADJ
ajee-5441	45	23	form	form	NOUN
ajee-5441	45	24	of	of	ADP
ajee-5441	45	25	education	education	NOUN
ajee-5441	45	26	.	.	PUNCT
ajee-5441	46	1	therefore	therefore	ADV
ajee-5441	46	2	,	,	PUNCT
ajee-5441	46	3	students	student	NOUN
ajee-5441	46	4	are	be	AUX
ajee-5441	46	5	automatically	automatically	ADV
ajee-5441	46	6	supported	support	VERB
ajee-5441	46	7	as	as	SCONJ
ajee-5441	46	8	they	they	PRON
ajee-5441	46	9	grapple	grapple	VERB
ajee-5441	46	10	with	with	ADP
ajee-5441	46	11	a	a	DET
ajee-5441	46	12	concept	concept	NOUN
ajee-5441	46	13	and	and	CCONJ
ajee-5441	46	14	accelerate	accelerate	VERB
ajee-5441	46	15	when	when	SCONJ
ajee-5441	46	16	they	they	PRON
ajee-5441	46	17	achieve	achieve	VERB
ajee-5441	46	18	mastery	mastery	NOUN
ajee-5441	46	19	(	(	PUNCT
ajee-5441	46	20	bøe	bøe	PROPN
ajee-5441	46	21	et	et	PROPN
ajee-5441	46	22	al	al	PROPN
ajee-5441	46	23	.	.	PROPN
ajee-5441	46	24	,	,	PUNCT
ajee-5441	46	25	2025	2025	NUM
ajee-5441	46	26	)	)	PUNCT
ajee-5441	46	27	.	.	PUNCT
ajee-5441	47	1	besides	besides	SCONJ
ajee-5441	47	2	content	content	NOUN
ajee-5441	47	3	customization	customization	NOUN
ajee-5441	47	4	,	,	PUNCT
ajee-5441	47	5	ai	ai	ADJ
ajee-5441	47	6	-	-	PUNCT
ajee-5441	47	7	powered	power	VERB
ajee-5441	47	8	tools	tool	NOUN
ajee-5441	47	9	encourage	encourage	VERB
ajee-5441	47	10	student	student	NOUN
ajee-5441	47	11	interaction	interaction	NOUN
ajee-5441	47	12	through	through	ADP
ajee-5441	47	13	features	feature	NOUN
ajee-5441	47	14	such	such	ADJ
ajee-5441	47	15	as	as	ADP
ajee-5441	47	16	virtual	virtual	ADJ
ajee-5441	47	17	tutors	tutor	NOUN
ajee-5441	47	18	,	,	PUNCT
ajee-5441	47	19	chatbots	chatbot	NOUN
ajee-5441	47	20	,	,	PUNCT
ajee-5441	47	21	and	and	CCONJ
ajee-5441	47	22	personalized	personalized	ADJ
ajee-5441	47	23	learning	learning	NOUN
ajee-5441	47	24	dashboards	dashboard	NOUN
ajee-5441	47	25	.	.	PUNCT
ajee-5441	48	1	speech	speech	NOUN
ajee-5441	48	2	recognition	recognition	NOUN
ajee-5441	48	3	can	can	AUX
ajee-5441	48	4	deliver	deliver	VERB
ajee-5441	48	5	immediate	immediate	ADJ
ajee-5441	48	6	responses	response	NOUN
ajee-5441	48	7	,	,	PUNCT
ajee-5441	48	8	reminders	reminder	NOUN
ajee-5441	48	9	,	,	PUNCT
ajee-5441	48	10	and	and	CCONJ
ajee-5441	48	11	performance	performance	NOUN
ajee-5441	48	12	data	datum	NOUN
ajee-5441	48	13	,	,	PUNCT
ajee-5441	48	14	enabling	enable	VERB
ajee-5441	48	15	students	student	NOUN
ajee-5441	48	16	to	to	PART
ajee-5441	48	17	stay	stay	VERB
ajee-5441	48	18	focused	focused	ADJ
ajee-5441	48	19	on	on	ADP
ajee-5441	48	20	their	their	PRON
ajee-5441	48	21	learning	learning	NOUN
ajee-5441	48	22	experience	experience	NOUN
ajee-5441	48	23	.	.	PUNCT
ajee-5441	49	1	ai	ai	AUX
ajee-5441	49	2	systems	system	NOUN
ajee-5441	49	3	also	also	ADV
ajee-5441	49	4	support	support	VERB
ajee-5441	49	5	teachers	teacher	NOUN
ajee-5441	49	6	by	by	ADP
ajee-5441	49	7	providing	provide	VERB
ajee-5441	49	8	detailed	detailed	ADJ
ajee-5441	49	9	analytics	analytic	NOUN
ajee-5441	49	10	to	to	PART
ajee-5441	49	11	inform	inform	VERB
ajee-5441	49	12	teaching	teaching	NOUN
ajee-5441	49	13	decisions	decision	NOUN
ajee-5441	49	14	and	and	CCONJ
ajee-5441	49	15	pinpoint	pinpoint	NOUN
ajee-5441	49	16	students	student	NOUN
ajee-5441	49	17	who	who	PRON
ajee-5441	49	18	may	may	AUX
ajee-5441	49	19	require	require	VERB
ajee-5441	49	20	extra	extra	ADJ
ajee-5441	49	21	help	help	NOUN
ajee-5441	49	22	(	(	PUNCT
ajee-5441	49	23	koukaras	koukaras	PROPN
ajee-5441	49	24	et	et	PROPN
ajee-5441	49	25	al	al	PROPN
ajee-5441	49	26	.	.	PROPN
ajee-5441	49	27	,	,	PUNCT
ajee-5441	49	28	2025	2025	NUM
ajee-5441	49	29	)	)	PUNCT
ajee-5441	49	30	.	.	PUNCT
ajee-5441	50	1	despite	despite	SCONJ
ajee-5441	50	2	these	these	DET
ajee-5441	50	3	benefits	benefit	NOUN
ajee-5441	50	4	,	,	PUNCT
ajee-5441	50	5	multiple	multiple	ADJ
ajee-5441	50	6	barriers	barrier	NOUN
ajee-5441	50	7	hinder	hinder	VERB
ajee-5441	50	8	the	the	DET
ajee-5441	50	9	successful	successful	ADJ
ajee-5441	50	10	incorporation	incorporation	NOUN
ajee-5441	50	11	of	of	ADP
ajee-5441	50	12	ai	ai	NOUN
ajee-5441	50	13	in	in	ADP
ajee-5441	50	14	education	education	NOUN
ajee-5441	50	15	.	.	PUNCT
ajee-5441	51	1	one	one	NUM
ajee-5441	51	2	of	of	ADP
ajee-5441	51	3	the	the	DET
ajee-5441	51	4	biggest	big	ADJ
ajee-5441	51	5	concerns	concern	NOUN
ajee-5441	51	6	is	be	AUX
ajee-5441	51	7	the	the	DET
ajee-5441	51	8	ethical	ethical	ADJ
ajee-5441	51	9	use	use	NOUN
ajee-5441	51	10	of	of	ADP
ajee-5441	51	11	student	student	NOUN
ajee-5441	51	12	data	datum	NOUN
ajee-5441	51	13	.	.	PUNCT
ajee-5441	52	1	ai	ai	AUX
ajee-5441	52	2	-	-	PUNCT
ajee-5441	52	3	powered	power	VERB
ajee-5441	52	4	systems	system	NOUN
ajee-5441	52	5	require	require	VERB
ajee-5441	52	6	extensive	extensive	ADJ
ajee-5441	52	7	data	datum	NOUN
ajee-5441	52	8	collection	collection	NOUN
ajee-5441	52	9	,	,	PUNCT
ajee-5441	52	10	so	so	SCONJ
ajee-5441	52	11	problems	problem	NOUN
ajee-5441	52	12	of	of	ADP
ajee-5441	52	13	privacy	privacy	NOUN
ajee-5441	52	14	,	,	PUNCT
ajee-5441	52	15	consent	consent	NOUN
ajee-5441	52	16	,	,	PUNCT
ajee-5441	52	17	and	and	CCONJ
ajee-5441	52	18	data	datum	NOUN
ajee-5441	52	19	security	security	NOUN
ajee-5441	52	20	must	must	AUX
ajee-5441	52	21	be	be	AUX
ajee-5441	52	22	addressed	address	VERB
ajee-5441	52	23	to	to	PART
ajee-5441	52	24	safeguard	safeguard	VERB
ajee-5441	52	25	the	the	DET
ajee-5441	52	26	rights	right	NOUN
ajee-5441	52	27	of	of	ADP
ajee-5441	52	28	learners	learner	NOUN
ajee-5441	52	29	(	(	PUNCT
ajee-5441	52	30	dhinakaran	dhinakaran	VERB
ajee-5441	52	31	et	et	PROPN
ajee-5441	52	32	al	al	PROPN
ajee-5441	52	33	.	.	PROPN
ajee-5441	52	34	,	,	PUNCT
ajee-5441	52	35	2025	2025	NUM
ajee-5441	52	36	)	)	PUNCT
ajee-5441	52	37	.	.	PUNCT
ajee-5441	53	1	there	there	PRON
ajee-5441	53	2	is	be	VERB
ajee-5441	53	3	also	also	ADV
ajee-5441	53	4	a	a	DET
ajee-5441	53	5	question	question	NOUN
ajee-5441	53	6	of	of	ADP
ajee-5441	53	7	the	the	DET
ajee-5441	53	8	transparency	transparency	NOUN
ajee-5441	53	9	and	and	CCONJ
ajee-5441	53	10	fairness	fairness	NOUN
ajee-5441	53	11	of	of	ADP
ajee-5441	53	12	ai	ai	ADJ
ajee-5441	53	13	algorithms	algorithm	NOUN
ajee-5441	53	14	;	;	PUNCT
ajee-5441	53	15	data	datum	NOUN
ajee-5441	53	16	bias	bias	NOUN
ajee-5441	53	17	may	may	AUX
ajee-5441	53	18	result	result	VERB
ajee-5441	53	19	in	in	ADP
ajee-5441	53	20	unequal	unequal	ADJ
ajee-5441	53	21	learning	learning	NOUN
ajee-5441	53	22	outcomes	outcome	NOUN
ajee-5441	53	23	.	.	PUNCT
ajee-5441	54	1	another	another	DET
ajee-5441	54	2	barrier	barrier	NOUN
ajee-5441	54	3	is	be	AUX
ajee-5441	54	4	the	the	DET
ajee-5441	54	5	digital	digital	ADJ
ajee-5441	54	6	divide	divide	NOUN
ajee-5441	54	7	.	.	PUNCT
ajee-5441	55	1	the	the	DET
ajee-5441	55	2	availability	availability	NOUN
ajee-5441	55	3	of	of	ADP
ajee-5441	55	4	ai	ai	ADJ
ajee-5441	55	5	tools	tool	NOUN
ajee-5441	55	6	is	be	AUX
ajee-5441	55	7	certainly	certainly	ADV
ajee-5441	55	8	not	not	PART
ajee-5441	55	9	consistent	consistent	ADJ
ajee-5441	55	10	across	across	ADP
ajee-5441	55	11	schools	school	NOUN
ajee-5441	55	12	,	,	PUNCT
ajee-5441	55	13	particularly	particularly	ADV
ajee-5441	55	14	in	in	ADP
ajee-5441	55	15	underprivileged	underprivileged	ADJ
ajee-5441	55	16	or	or	CCONJ
ajee-5441	55	17	rural	rural	ADJ
ajee-5441	55	18	areas	area	NOUN
ajee-5441	55	19	(	(	PUNCT
ajee-5441	55	20	khazanchi	khazanchi	PROPN
ajee-5441	55	21	et	et	PROPN
ajee-5441	55	22	al	al	PROPN
ajee-5441	55	23	.	.	PROPN
ajee-5441	55	24	,	,	PUNCT
ajee-5441	55	25	2025	2025	NUM
ajee-5441	55	26	)	)	PUNCT
ajee-5441	55	27	.	.	PUNCT
ajee-5441	56	1	enabling	enable	VERB
ajee-5441	56	2	ai	ai	VERB
ajee-5441	56	3	-	-	PUNCT
ajee-5441	56	4	boosted	boosted	ADJ
ajee-5441	56	5	learning	learning	NOUN
ajee-5441	56	6	for	for	ADP
ajee-5441	56	7	all	all	DET
ajee-5441	56	8	students	student	NOUN
ajee-5441	56	9	is	be	AUX
ajee-5441	56	10	another	another	DET
ajee-5441	56	11	matter	matter	NOUN
ajee-5441	56	12	that	that	PRON
ajee-5441	56	13	requires	require	VERB
ajee-5441	56	14	massive	massive	ADJ
ajee-5441	56	15	investments	investment	NOUN
ajee-5441	56	16	in	in	ADP
ajee-5441	56	17	infrastructure	infrastructure	NOUN
ajee-5441	56	18	and	and	CCONJ
ajee-5441	56	19	technology	technology	NOUN
ajee-5441	56	20	.	.	PUNCT
ajee-5441	57	1	teacher	teacher	NOUN
ajee-5441	57	2	preparedness	preparedness	NOUN
ajee-5441	57	3	is	be	AUX
ajee-5441	57	4	also	also	ADV
ajee-5441	57	5	key	key	ADJ
ajee-5441	57	6	to	to	ADP
ajee-5441	57	7	successful	successful	ADJ
ajee-5441	57	8	implementation	implementation	NOUN
ajee-5441	57	9	.	.	PUNCT
ajee-5441	58	1	however	however	ADV
ajee-5441	58	2	,	,	PUNCT
ajee-5441	58	3	the	the	DET
ajee-5441	58	4	majority	majority	NOUN
ajee-5441	58	5	of	of	ADP
ajee-5441	58	6	these	these	DET
ajee-5441	58	7	teachers	teacher	NOUN
ajee-5441	58	8	do	do	AUX
ajee-5441	58	9	not	not	PART
ajee-5441	58	10	have	have	VERB
ajee-5441	58	11	the	the	DET
ajee-5441	58	12	skills	skill	NOUN
ajee-5441	58	13	or	or	CCONJ
ajee-5441	58	14	confidence	confidence	NOUN
ajee-5441	58	15	to	to	PART
ajee-5441	58	16	incorporate	incorporate	VERB
ajee-5441	58	17	ai	ai	ADJ
ajee-5441	58	18	tools	tool	NOUN
ajee-5441	58	19	into	into	ADP
ajee-5441	58	20	their	their	PRON
ajee-5441	58	21	pedagogical	pedagogical	ADJ
ajee-5441	58	22	methods	method	NOUN
ajee-5441	58	23	(	(	PUNCT
ajee-5441	58	24	filiz	filiz	NOUN
ajee-5441	58	25	et	et	PROPN
ajee-5441	58	26	al	al	PROPN
ajee-5441	58	27	.	.	PROPN
ajee-5441	58	28	,	,	PUNCT
ajee-5441	58	29	2025	2025	NUM
ajee-5441	58	30	)	)	PUNCT
ajee-5441	58	31	.	.	PUNCT
ajee-5441	59	1	ultimately	ultimately	ADV
ajee-5441	59	2	,	,	PUNCT
ajee-5441	59	3	without	without	ADP
ajee-5441	59	4	sound	sound	ADJ
ajee-5441	59	5	professional	professional	ADJ
ajee-5441	59	6	development	development	NOUN
ajee-5441	59	7	and	and	CCONJ
ajee-5441	59	8	resourcing	resource	VERB
ajee-5441	59	9	around	around	ADP
ajee-5441	59	10	ai	ai	VERB
ajee-5441	59	11	in	in	ADP
ajee-5441	59	12	education	education	NOUN
ajee-5441	59	13	,	,	PUNCT
ajee-5441	59	14	ai	ai	VERB
ajee-5441	59	15	in	in	ADP
ajee-5441	59	16	education	education	NOUN
ajee-5441	59	17	may	may	AUX
ajee-5441	59	18	have	have	AUX
ajee-5441	59	19	never	never	ADV
ajee-5441	59	20	truly	truly	ADV
ajee-5441	59	21	realized	realize	VERB
ajee-5441	59	22	its	its	PRON
ajee-5441	59	23	full	full	ADJ
ajee-5441	59	24	potential	potential	NOUN
ajee-5441	59	25	.	.	PUNCT
ajee-5441	60	1	a	a	DET
ajee-5441	60	2	recent	recent	ADJ
ajee-5441	60	3	technology	technology	NOUN
ajee-5441	60	4	revolutionizing	revolutionize	VERB
ajee-5441	60	5	large	large	ADJ
ajee-5441	60	6	classrooms	classroom	NOUN
ajee-5441	60	7	in	in	ADP
ajee-5441	60	8	higher	high	ADJ
ajee-5441	60	9	education	education	NOUN
ajee-5441	60	10	is	be	AUX
ajee-5441	60	11	ai	ai	ADJ
ajee-5441	60	12	.	.	PUNCT
ajee-5441	61	1	ai	ai	VERB
ajee-5441	61	2	provides	provide	VERB
ajee-5441	61	3	this	this	DET
ajee-5441	61	4	support	support	NOUN
ajee-5441	61	5	by	by	ADP
ajee-5441	61	6	automating	automate	VERB
ajee-5441	61	7	administrative	administrative	ADJ
ajee-5441	61	8	tasks	task	NOUN
ajee-5441	61	9	,	,	PUNCT
ajee-5441	61	10	making	make	VERB
ajee-5441	61	11	student	student	NOUN
ajee-5441	61	12	performance	performance	NOUN
ajee-5441	61	13	data	datum	NOUN
ajee-5441	61	14	accessible	accessible	ADJ
ajee-5441	61	15	to	to	ADP
ajee-5441	61	16	instructors	instructor	NOUN
ajee-5441	61	17	,	,	PUNCT
ajee-5441	61	18	and	and	CCONJ
ajee-5441	61	19	enabling	enable	VERB
ajee-5441	61	20	the	the	DET
ajee-5441	61	21	creation	creation	NOUN
ajee-5441	61	22	of	of	ADP
ajee-5441	61	23	more	more	ADV
ajee-5441	61	24	personalized	personalized	ADJ
ajee-5441	61	25	course	course	NOUN
ajee-5441	61	26	content	content	NOUN
ajee-5441	61	27	(	(	PUNCT
ajee-5441	61	28	al	al	PROPN
ajee-5441	61	29	nabhani	nabhani	PROPN
ajee-5441	61	30	et	et	PROPN
ajee-5441	61	31	al	al	PROPN
ajee-5441	61	32	.	.	PROPN
ajee-5441	61	33	,	,	PUNCT
ajee-5441	61	34	2025	2025	NUM
ajee-5441	61	35	)	)	PUNCT
ajee-5441	61	36	.	.	PUNCT
ajee-5441	62	1	yet	yet	ADV
ajee-5441	62	2	,	,	PUNCT
ajee-5441	62	3	the	the	DET
ajee-5441	62	4	broader	broad	ADJ
ajee-5441	62	5	impact	impact	NOUN
ajee-5441	62	6	of	of	ADP
ajee-5441	62	7	ai	ai	VERB
ajee-5441	62	8	on	on	ADP
ajee-5441	62	9	performance	performance	NOUN
ajee-5441	62	10	and	and	CCONJ
ajee-5441	62	11	patterns	pattern	NOUN
ajee-5441	62	12	in	in	ADP
ajee-5441	62	13	higher	high	ADJ
ajee-5441	62	14	education	education	NOUN
ajee-5441	62	15	is	be	AUX
ajee-5441	62	16	still	still	ADV
ajee-5441	62	17	being	be	AUX
ajee-5441	62	18	investigated	investigate	VERB
ajee-5441	62	19	.	.	PUNCT
ajee-5441	63	1	materials	material	NOUN
ajee-5441	63	2	and	and	CCONJ
ajee-5441	63	3	methods	method	NOUN
ajee-5441	63	4	this	this	DET
ajee-5441	63	5	paper	paper	NOUN
ajee-5441	63	6	follows	follow	VERB
ajee-5441	63	7	a	a	DET
ajee-5441	63	8	systematic	systematic	ADJ
ajee-5441	63	9	literature	literature	NOUN
ajee-5441	63	10	review	review	NOUN
ajee-5441	63	11	methodology	methodology	NOUN
ajee-5441	63	12	to	to	PART
ajee-5441	63	13	examine	examine	VERB
ajee-5441	63	14	the	the	DET
ajee-5441	63	15	use	use	NOUN
ajee-5441	63	16	of	of	ADP
ajee-5441	63	17	artificial	artificial	ADJ
ajee-5441	63	18	intelligence	intelligence	NOUN
ajee-5441	63	19	(	(	PUNCT
ajee-5441	63	20	ai	ai	NOUN
ajee-5441	63	21	)	)	PUNCT
ajee-5441	63	22	in	in	ADP
ajee-5441	63	23	personalized	personalized	ADJ
ajee-5441	63	24	learning	learning	NOUN
ajee-5441	63	25	within	within	ADP
ajee-5441	63	26	contemporary	contemporary	ADJ
ajee-5441	63	27	education	education	NOUN
ajee-5441	63	28	,	,	PUNCT
ajee-5441	63	29	with	with	ADP
ajee-5441	63	30	a	a	DET
ajee-5441	63	31	particular	particular	ADJ
ajee-5441	63	32	focus	focus	NOUN
ajee-5441	63	33	on	on	ADP
ajee-5441	63	34	higher	high	ADJ
ajee-5441	63	35	education	education	NOUN
ajee-5441	63	36	.	.	PUNCT
ajee-5441	64	1	for	for	ADP
ajee-5441	64	2	methodological	methodological	ADJ
ajee-5441	64	3	rigor	rigor	NOUN
ajee-5441	64	4	,	,	PUNCT
ajee-5441	64	5	the	the	DET
ajee-5441	64	6	review	review	NOUN
ajee-5441	64	7	adhered	adhere	VERB
ajee-5441	64	8	to	to	ADP
ajee-5441	64	9	the	the	DET
ajee-5441	64	10	preferred	preferred	ADJ
ajee-5441	64	11	reporting	reporting	NOUN
ajee-5441	64	12	items	item	NOUN
ajee-5441	64	13	for	for	ADP
ajee-5441	64	14	systematic	systematic	ADJ
ajee-5441	64	15	reviews	review	NOUN
ajee-5441	64	16	and	and	CCONJ
ajee-5441	64	17	meta	meta	NOUN
ajee-5441	64	18	-	-	PUNCT
ajee-5441	64	19	analyses	analysis	NOUN
ajee-5441	64	20	(	(	PUNCT
ajee-5441	64	21	prisma	prisma	NOUN
ajee-5441	64	22	)	)	PUNCT
ajee-5441	64	23	guidelines	guideline	NOUN
ajee-5441	64	24	,	,	PUNCT
ajee-5441	64	25	which	which	PRON
ajee-5441	64	26	aim	aim	VERB
ajee-5441	64	27	to	to	PART
ajee-5441	64	28	promote	promote	VERB
ajee-5441	64	29	transparency	transparency	NOUN
ajee-5441	64	30	and	and	CCONJ
ajee-5441	64	31	reproducibility	reproducibility	NOUN
ajee-5441	64	32	in	in	ADP
ajee-5441	64	33	research	research	NOUN
ajee-5441	64	34	.	.	PUNCT
ajee-5441	65	1	this	this	DET
ajee-5441	65	2	review	review	NOUN
ajee-5441	65	3	aimed	aim	VERB
ajee-5441	65	4	to	to	PART
ajee-5441	65	5	identify	identify	VERB
ajee-5441	65	6	and	and	CCONJ
ajee-5441	65	7	compile	compile	VERB
ajee-5441	65	8	empirical	empirical	ADJ
ajee-5441	65	9	evidence	evidence	NOUN
ajee-5441	65	10	on	on	ADP
ajee-5441	65	11	the	the	DET
ajee-5441	65	12	use	use	NOUN
ajee-5441	65	13	of	of	ADP
ajee-5441	65	14	ai	ai	NOUN
ajee-5441	65	15	in	in	ADP
ajee-5441	65	16	the	the	DET
ajee-5441	65	17	field	field	NOUN
ajee-5441	65	18	of	of	ADP
ajee-5441	65	19	personalized	personalized	ADJ
ajee-5441	65	20	(	(	PUNCT
ajee-5441	65	21	adaptive	adaptive	ADJ
ajee-5441	65	22	)	)	PUNCT
ajee-5441	65	23	learning	learning	NOUN
ajee-5441	65	24	or	or	CCONJ
ajee-5441	65	25	teaching	teaching	NOUN
ajee-5441	65	26	.	.	PUNCT
ajee-5441	66	1	the	the	DET
ajee-5441	66	2	review	review	NOUN
ajee-5441	66	3	process	process	NOUN
ajee-5441	66	4	was	be	AUX
ajee-5441	66	5	conducted	conduct	VERB
ajee-5441	66	6	using	use	VERB
ajee-5441	66	7	the	the	DET
ajee-5441	66	8	evidence	evidence	NOUN
ajee-5441	66	9	-	-	PUNCT
ajee-5441	66	10	based	base	VERB
ajee-5441	66	11	research	research	NOUN
ajee-5441	66	12	method	method	NOUN
ajee-5441	66	13	applied	apply	VERB
ajee-5441	66	14	in	in	ADP
ajee-5441	66	15	systematic	systematic	ADJ
ajee-5441	66	16	reviews	review	NOUN
ajee-5441	66	17	.	.	PUNCT
ajee-5441	67	1	an	an	DET
ajee-5441	67	2	organized	organize	VERB
ajee-5441	67	3	procedure	procedure	NOUN
ajee-5441	67	4	was	be	AUX
ajee-5441	67	5	employed	employ	VERB
ajee-5441	67	6	to	to	PART
ajee-5441	67	7	minimize	minimize	VERB
ajee-5441	67	8	bias	bias	NOUN
ajee-5441	67	9	in	in	ADP
ajee-5441	67	10	study	study	NOUN
ajee-5441	67	11	identification	identification	NOUN
ajee-5441	67	12	and	and	CCONJ
ajee-5441	67	13	ensure	ensure	VERB
ajee-5441	67	14	uniform	uniform	ADJ
ajee-5441	67	15	data	datum	NOUN
ajee-5441	67	16	collection	collection	NOUN
ajee-5441	67	17	and	and	CCONJ
ajee-5441	67	18	analysis	analysis	NOUN
ajee-5441	67	19	.	.	PUNCT
ajee-5441	68	1	in	in	ADP
ajee-5441	68	2	february	february	PROPN
ajee-5441	68	3	2025	2025	NUM
ajee-5441	68	4	,	,	PUNCT
ajee-5441	68	5	an	an	DET
ajee-5441	68	6	extensive	extensive	ADJ
ajee-5441	68	7	search	search	NOUN
ajee-5441	68	8	was	be	AUX
ajee-5441	68	9	conducted	conduct	VERB
ajee-5441	68	10	in	in	ADP
ajee-5441	68	11	several	several	ADJ
ajee-5441	68	12	academic	academic	ADJ
ajee-5441	68	13	databases	database	NOUN
ajee-5441	68	14	,	,	PUNCT
ajee-5441	68	15	including	include	VERB
ajee-5441	68	16	google	google	PROPN
ajee-5441	68	17	scholar	scholar	NOUN
ajee-5441	68	18	,	,	PUNCT
ajee-5441	68	19	web	web	NOUN
ajee-5441	68	20	of	of	ADP
ajee-5441	68	21	science	science	NOUN
ajee-5441	68	22	,	,	PUNCT
ajee-5441	68	23	scopus	scopus	PROPN
ajee-5441	68	24	,	,	PUNCT
ajee-5441	68	25	eric	eric	PROPN
ajee-5441	68	26	,	,	PUNCT
ajee-5441	68	27	and	and	CCONJ
ajee-5441	68	28	pubmed	pubmed	PROPN
ajee-5441	68	29	.	.	PUNCT
ajee-5441	69	1	search	search	NOUN
ajee-5441	69	2	terms	term	NOUN
ajee-5441	69	3	were	be	AUX
ajee-5441	69	4	constructed	construct	VERB
ajee-5441	69	5	by	by	ADP
ajee-5441	69	6	combining	combine	VERB
ajee-5441	69	7	string	string	NOUN
ajee-5441	69	8	terms	term	NOUN
ajee-5441	69	9	pertinent	pertinent	ADJ
ajee-5441	69	10	to	to	ADP
ajee-5441	69	11	our	our	PRON
ajee-5441	69	12	research	research	NOUN
ajee-5441	69	13	,	,	PUNCT
ajee-5441	69	14	including	include	VERB
ajee-5441	69	15	artificial	artificial	ADJ
ajee-5441	69	16	intelligence	intelligence	NOUN
ajee-5441	69	17	,	,	PUNCT
ajee-5441	69	18	personalized	personalized	ADJ
ajee-5441	69	19	learning	learning	NOUN
ajee-5441	69	20	,	,	PUNCT
ajee-5441	69	21	higher	high	ADJ
ajee-5441	69	22	education	education	NOUN
ajee-5441	69	23	adaptive	adaptive	ADJ
ajee-5441	69	24	learning	learning	NOUN
ajee-5441	69	25	,	,	PUNCT
ajee-5441	69	26	”	"	PUNCT
ajee-5441	69	27	and	and	CCONJ
ajee-5441	69	28	ai	ai	VERB
ajee-5441	69	29	in	in	ADP
ajee-5441	69	30	education	education	NOUN
ajee-5441	69	31	through	through	ADP
ajee-5441	69	32	boolean	boolean	ADJ
ajee-5441	69	33	connectors	connector	NOUN
ajee-5441	69	34	.	.	PUNCT
ajee-5441	70	1	search	search	NOUN
ajee-5441	70	2	strings	string	NOUN
ajee-5441	70	3	were	be	AUX
ajee-5441	70	4	adapted	adapt	VERB
ajee-5441	70	5	for	for	SCONJ
ajee-5441	70	6	each	each	DET
ajee-5441	70	7	database	database	NOUN
ajee-5441	70	8	to	to	PART
ajee-5441	70	9	achieve	achieve	VERB
ajee-5441	70	10	the	the	DET
ajee-5441	70	11	most	most	ADV
ajee-5441	70	12	effective	effective	ADJ
ajee-5441	70	13	retrieval	retrieval	NOUN
ajee-5441	70	14	of	of	ADP
ajee-5441	70	15	the	the	DET
ajee-5441	70	16	literature	literature	NOUN
ajee-5441	70	17	.	.	PUNCT
ajee-5441	71	1	to	to	PART
ajee-5441	71	2	enhance	enhance	VERB
ajee-5441	71	3	the	the	DET
ajee-5441	71	4	credibility	credibility	NOUN
ajee-5441	71	5	of	of	ADP
ajee-5441	71	6	this	this	DET
ajee-5441	71	7	systematic	systematic	ADJ
ajee-5441	71	8	review	review	NOUN
ajee-5441	71	9	and	and	CCONJ
ajee-5441	71	10	prevent	prevent	VERB
ajee-5441	71	11	duplication	duplication	NOUN
ajee-5441	71	12	,	,	PUNCT
ajee-5441	71	13	it	it	PRON
ajee-5441	71	14	will	will	AUX
ajee-5441	71	15	be	be	AUX
ajee-5441	71	16	registered	register	VERB
ajee-5441	71	17	in	in	ADP
ajee-5441	71	18	prospero	prospero	NOUN
ajee-5441	71	19	,	,	PUNCT
ajee-5441	71	20	an	an	DET
ajee-5441	71	21	international	international	ADJ
ajee-5441	71	22	database	database	NOUN
ajee-5441	71	23	of	of	ADP
ajee-5441	71	24	systematic	systematic	ADJ
ajee-5441	71	25	review	review	NOUN
ajee-5441	71	26	protocols	protocol	NOUN
ajee-5441	71	27	.	.	PUNCT
ajee-5441	72	1	during	during	ADP
ajee-5441	72	2	the	the	DET
ajee-5441	72	3	search	search	NOUN
ajee-5441	72	4	,	,	PUNCT
ajee-5441	72	5	filters	filter	NOUN
ajee-5441	72	6	were	be	AUX
ajee-5441	72	7	set	set	VERB
ajee-5441	72	8	up	up	ADP
ajee-5441	72	9	to	to	PART
ajee-5441	72	10	select	select	VERB
ajee-5441	72	11	only	only	ADV
ajee-5441	72	12	peerreviewed	peerreviewe	VERB
ajee-5441	72	13	,	,	PUNCT
ajee-5441	72	14	english	english	ADJ
ajee-5441	72	15	-	-	PUNCT
ajee-5441	72	16	language	language	NOUN
ajee-5441	72	17	empirical	empirical	ADJ
ajee-5441	72	18	studies	study	NOUN
ajee-5441	72	19	conducted	conduct	VERB
ajee-5441	72	20	within	within	ADP
ajee-5441	72	21	a	a	DET
ajee-5441	72	22	particular	particular	ADJ
ajee-5441	72	23	period	period	NOUN
ajee-5441	72	24	.	.	PUNCT
ajee-5441	73	1	pa	pa	PROPN
ajee-5441	73	2	ge	ge	PROPN
ajee-5441	73	3	12	12	NUM
ajee-5441	73	4	9	9	NUM
ajee-5441	73	5	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-5441	73	6	am	am	NOUN
ajee-5441	73	7	.	.	PUNCT
ajee-5441	74	1	j.	j.	PROPN
ajee-5441	74	2	environ	environ	PROPN
ajee-5441	74	3	econ	econ	PROPN
ajee-5441	74	4	.	.	PUNCT
ajee-5441	75	1	4(1	4(1	X
ajee-5441	75	2	)	)	PUNCT
ajee-5441	76	1	127	127	NUM
ajee-5441	76	2	-	-	SYM
ajee-5441	76	3	135	135	NUM
ajee-5441	76	4	,	,	PUNCT
ajee-5441	76	5	2025	2025	NUM
ajee-5441	76	6	eligibility	eligibility	NOUN
ajee-5441	76	7	criteria	criteria	VERB
ajee-5441	76	8	the	the	DET
ajee-5441	76	9	inclusion	inclusion	NOUN
ajee-5441	76	10	and	and	CCONJ
ajee-5441	76	11	exclusion	exclusion	NOUN
ajee-5441	76	12	criteria	criterion	NOUN
ajee-5441	76	13	were	be	AUX
ajee-5441	76	14	designed	design	VERB
ajee-5441	76	15	to	to	PART
ajee-5441	76	16	maintain	maintain	VERB
ajee-5441	76	17	focus	focus	NOUN
ajee-5441	76	18	on	on	ADP
ajee-5441	76	19	the	the	DET
ajee-5441	76	20	research	research	NOUN
ajee-5441	76	21	objective	objective	NOUN
ajee-5441	76	22	.	.	PUNCT
ajee-5441	77	1	studies	study	NOUN
ajee-5441	77	2	were	be	AUX
ajee-5441	77	3	included	include	VERB
ajee-5441	77	4	if	if	SCONJ
ajee-5441	77	5	they	they	PRON
ajee-5441	77	6	met	meet	VERB
ajee-5441	77	7	the	the	DET
ajee-5441	77	8	following	following	ADJ
ajee-5441	77	9	conditions	condition	NOUN
ajee-5441	77	10	:	:	PUNCT
ajee-5441	77	11	•	•	NUM
ajee-5441	77	12	published	publish	VERB
ajee-5441	77	13	between	between	ADP
ajee-5441	77	14	january	january	PROPN
ajee-5441	77	15	2023	2023	NUM
ajee-5441	77	16	and	and	CCONJ
ajee-5441	77	17	2025	2025	NUM
ajee-5441	77	18	.	.	PUNCT
ajee-5441	78	1	•	•	NUM
ajee-5441	78	2	focused	focus	VERB
ajee-5441	78	3	on	on	ADP
ajee-5441	78	4	the	the	DET
ajee-5441	78	5	use	use	NOUN
ajee-5441	78	6	of	of	ADP
ajee-5441	78	7	ai	ai	VERB
ajee-5441	78	8	in	in	ADP
ajee-5441	78	9	personalized	personalized	ADJ
ajee-5441	78	10	learning	learning	NOUN
ajee-5441	78	11	within	within	ADP
ajee-5441	78	12	higher	high	ADJ
ajee-5441	78	13	education	education	NOUN
ajee-5441	78	14	institutions	institution	NOUN
ajee-5441	78	15	.	.	PUNCT
ajee-5441	79	1	•	•	NUM
ajee-5441	79	2	peer	peer	NOUN
ajee-5441	79	3	-	-	PUNCT
ajee-5441	79	4	reviewed	review	VERB
ajee-5441	79	5	and	and	CCONJ
ajee-5441	79	6	written	write	VERB
ajee-5441	79	7	in	in	ADP
ajee-5441	79	8	english	english	PROPN
ajee-5441	79	9	.	.	PUNCT
ajee-5441	80	1	•	•	NUM
ajee-5441	80	2	based	base	VERB
ajee-5441	80	3	on	on	ADP
ajee-5441	80	4	empirical	empirical	ADJ
ajee-5441	80	5	evidence	evidence	NOUN
ajee-5441	80	6	involving	involve	VERB
ajee-5441	80	7	primary	primary	ADJ
ajee-5441	80	8	data	datum	NOUN
ajee-5441	80	9	collection	collection	NOUN
ajee-5441	80	10	or	or	CCONJ
ajee-5441	80	11	experimental	experimental	ADJ
ajee-5441	80	12	analysis	analysis	NOUN
ajee-5441	80	13	.	.	PUNCT
ajee-5441	81	1	information	information	NOUN
ajee-5441	81	2	sources	source	NOUN
ajee-5441	81	3	and	and	CCONJ
ajee-5441	81	4	search	search	NOUN
ajee-5441	81	5	strategy	strategy	NOUN
ajee-5441	81	6	we	we	PRON
ajee-5441	81	7	conducted	conduct	VERB
ajee-5441	81	8	a	a	DET
ajee-5441	81	9	comprehensive	comprehensive	ADJ
ajee-5441	81	10	search	search	NOUN
ajee-5441	81	11	using	use	VERB
ajee-5441	81	12	a	a	DET
ajee-5441	81	13	prespecified	prespecified	ADJ
ajee-5441	81	14	strategy	strategy	NOUN
ajee-5441	81	15	based	base	VERB
ajee-5441	81	16	on	on	ADP
ajee-5441	81	17	combinations	combination	NOUN
ajee-5441	81	18	of	of	ADP
ajee-5441	81	19	the	the	DET
ajee-5441	81	20	following	follow	VERB
ajee-5441	81	21	keywords	keyword	NOUN
ajee-5441	81	22	,	,	PUNCT
ajee-5441	81	23	employing	employ	VERB
ajee-5441	81	24	boolean	boolean	ADJ
ajee-5441	81	25	logic	logic	NOUN
ajee-5441	81	26	,	,	PUNCT
ajee-5441	81	27	to	to	PART
ajee-5441	81	28	identify	identify	VERB
ajee-5441	81	29	eligible	eligible	ADJ
ajee-5441	81	30	studies	study	NOUN
ajee-5441	81	31	.	.	PUNCT
ajee-5441	82	1	a	a	DET
ajee-5441	82	2	search	search	NOUN
ajee-5441	82	3	query	query	NOUN
ajee-5441	82	4	for	for	ADP
ajee-5441	82	5	each	each	DET
ajee-5441	82	6	database	database	NOUN
ajee-5441	82	7	was	be	AUX
ajee-5441	82	8	customized	customize	VERB
ajee-5441	82	9	according	accord	VERB
ajee-5441	82	10	to	to	ADP
ajee-5441	82	11	its	its	PRON
ajee-5441	82	12	indexing	indexing	NOUN
ajee-5441	82	13	system	system	NOUN
ajee-5441	82	14	.	.	PUNCT
ajee-5441	83	1	the	the	DET
ajee-5441	83	2	search	search	NOUN
ajee-5441	83	3	strings	string	NOUN
ajee-5441	83	4	were	be	AUX
ajee-5441	83	5	composed	compose	VERB
ajee-5441	83	6	of	of	ADP
ajee-5441	83	7	ai	ai	PROPN
ajee-5441	83	8	,	,	PUNCT
ajee-5441	83	9	personalization	personalization	NOUN
ajee-5441	83	10	,	,	PUNCT
ajee-5441	83	11	and	and	CCONJ
ajee-5441	83	12	education	education	NOUN
ajee-5441	83	13	,	,	PUNCT
ajee-5441	83	14	with	with	ADP
ajee-5441	83	15	modifications	modification	NOUN
ajee-5441	83	16	to	to	PART
ajee-5441	83	17	optimize	optimize	VERB
ajee-5441	83	18	the	the	DET
ajee-5441	83	19	matching	matching	NOUN
ajee-5441	83	20	of	of	ADP
ajee-5441	83	21	the	the	DET
ajee-5441	83	22	words	word	NOUN
ajee-5441	83	23	to	to	ADP
ajee-5441	83	24	the	the	DET
ajee-5441	83	25	most	most	ADV
ajee-5441	83	26	practical	practical	ADJ
ajee-5441	83	27	education	education	NOUN
ajee-5441	83	28	.	.	PUNCT
ajee-5441	84	1	the	the	DET
ajee-5441	84	2	titles	title	NOUN
ajee-5441	84	3	and	and	CCONJ
ajee-5441	84	4	abstracts	abstract	NOUN
ajee-5441	84	5	of	of	ADP
ajee-5441	84	6	the	the	DET
ajee-5441	84	7	articles	article	NOUN
ajee-5441	84	8	obtained	obtain	VERB
ajee-5441	84	9	from	from	ADP
ajee-5441	84	10	the	the	DET
ajee-5441	84	11	primary	primary	ADJ
ajee-5441	84	12	search	search	NOUN
ajee-5441	84	13	were	be	AUX
ajee-5441	84	14	screened	screen	VERB
ajee-5441	84	15	,	,	PUNCT
ajee-5441	84	16	and	and	CCONJ
ajee-5441	84	17	the	the	DET
ajee-5441	84	18	full	full	ADJ
ajee-5441	84	19	texts	text	NOUN
ajee-5441	84	20	were	be	AUX
ajee-5441	84	21	reviewed	review	VERB
ajee-5441	84	22	according	accord	VERB
ajee-5441	84	23	to	to	ADP
ajee-5441	84	24	the	the	DET
ajee-5441	84	25	eligibility	eligibility	NOUN
ajee-5441	84	26	criteria	criterion	NOUN
ajee-5441	84	27	.	.	PUNCT
ajee-5441	85	1	duplicates	duplicate	NOUN
ajee-5441	85	2	were	be	AUX
ajee-5441	85	3	removed	remove	VERB
ajee-5441	85	4	,	,	PUNCT
ajee-5441	85	5	and	and	CCONJ
ajee-5441	85	6	the	the	DET
ajee-5441	85	7	retrieved	retrieve	VERB
ajee-5441	85	8	studies	study	NOUN
ajee-5441	85	9	were	be	AUX
ajee-5441	85	10	evaluated	evaluate	VERB
ajee-5441	85	11	based	base	VERB
ajee-5441	85	12	on	on	ADP
ajee-5441	85	13	methodological	methodological	ADJ
ajee-5441	85	14	quality	quality	NOUN
ajee-5441	85	15	and	and	CCONJ
ajee-5441	85	16	relevance	relevance	NOUN
ajee-5441	85	17	.	.	PUNCT
ajee-5441	86	1	the	the	DET
ajee-5441	86	2	last	last	ADJ
ajee-5441	86	3	set	set	NOUN
ajee-5441	86	4	of	of	ADP
ajee-5441	86	5	studies	study	NOUN
ajee-5441	86	6	was	be	AUX
ajee-5441	86	7	reviewed	review	VERB
ajee-5441	86	8	and	and	CCONJ
ajee-5441	86	9	analyzed	analyze	VERB
ajee-5441	86	10	,	,	PUNCT
ajee-5441	86	11	and	and	CCONJ
ajee-5441	86	12	the	the	DET
ajee-5441	86	13	main	main	ADJ
ajee-5441	86	14	themes	theme	NOUN
ajee-5441	86	15	of	of	ADP
ajee-5441	86	16	implementation	implementation	NOUN
ajee-5441	86	17	effectiveness	effectiveness	NOUN
ajee-5441	86	18	and	and	CCONJ
ajee-5441	86	19	challenges	challenge	NOUN
ajee-5441	86	20	of	of	ADP
ajee-5441	86	21	ai	ai	VERB
ajee-5441	86	22	in	in	ADP
ajee-5441	86	23	providing	provide	VERB
ajee-5441	86	24	personalized	personalized	ADJ
ajee-5441	86	25	learning	learning	NOUN
ajee-5441	86	26	were	be	AUX
ajee-5441	86	27	identified	identify	VERB
ajee-5441	86	28	.	.	PUNCT
ajee-5441	87	1	this	this	DET
ajee-5441	87	2	systematic	systematic	ADJ
ajee-5441	87	3	and	and	CCONJ
ajee-5441	87	4	transparent	transparent	ADJ
ajee-5441	87	5	approach	approach	NOUN
ajee-5441	87	6	to	to	ADP
ajee-5441	87	7	reviewing	review	VERB
ajee-5441	87	8	the	the	DET
ajee-5441	87	9	literature	literature	NOUN
ajee-5441	87	10	enables	enable	VERB
ajee-5441	87	11	a	a	DET
ajee-5441	87	12	comprehensive	comprehensive	ADJ
ajee-5441	87	13	examination	examination	NOUN
ajee-5441	87	14	of	of	ADP
ajee-5441	87	15	how	how	SCONJ
ajee-5441	87	16	ai	ai	AUX
ajee-5441	87	17	is	be	AUX
ajee-5441	87	18	impacting	impact	VERB
ajee-5441	87	19	personalized	personalized	ADJ
ajee-5441	87	20	learning	learning	NOUN
ajee-5441	87	21	within	within	ADP
ajee-5441	87	22	contemporary	contemporary	ADJ
ajee-5441	87	23	educational	educational	ADJ
ajee-5441	87	24	systems	system	NOUN
ajee-5441	87	25	,	,	PUNCT
ajee-5441	87	26	providing	provide	VERB
ajee-5441	87	27	valuable	valuable	ADJ
ajee-5441	87	28	information	information	NOUN
ajee-5441	87	29	for	for	ADP
ajee-5441	87	30	educators	educator	NOUN
ajee-5441	87	31	,	,	PUNCT
ajee-5441	87	32	researchers	researcher	NOUN
ajee-5441	87	33	,	,	PUNCT
ajee-5441	87	34	and	and	CCONJ
ajee-5441	87	35	policymakers	policymaker	NOUN
ajee-5441	87	36	.	.	PUNCT
ajee-5441	88	1	table	table	NOUN
ajee-5441	88	2	1	1	NUM
ajee-5441	88	3	:	:	PUNCT
ajee-5441	88	4	literature	literature	PROPN
ajee-5441	88	5	review	review	NOUN
ajee-5441	88	6	sources	source	NOUN
ajee-5441	88	7	:	:	PUNCT
ajee-5441	88	8	search	search	NOUN
ajee-5441	88	9	databases	database	NOUN
ajee-5441	88	10	,	,	PUNCT
ajee-5441	88	11	search	search	NOUN
ajee-5441	88	12	strings	string	NOUN
ajee-5441	88	13	,	,	PUNCT
ajee-5441	88	14	and	and	CCONJ
ajee-5441	88	15	number	number	NOUN
ajee-5441	88	16	of	of	ADP
ajee-5441	88	17	results	result	NOUN
ajee-5441	88	18	database	database	NOUN
ajee-5441	88	19	search	search	NOUN
ajee-5441	88	20	string	string	NOUN
ajee-5441	88	21	results	result	NOUN
ajee-5441	88	22	pubmed	pubmed	PROPN
ajee-5441	88	23	(	(	PUNCT
ajee-5441	88	24	artificial	artificial	ADJ
ajee-5441	88	25	intelligence	intelligence	NOUN
ajee-5441	88	26	or	or	CCONJ
ajee-5441	88	27	ai	ai	VERB
ajee-5441	88	28	)	)	PUNCT
ajee-5441	88	29	and	and	CCONJ
ajee-5441	88	30	(	(	PUNCT
ajee-5441	88	31	personalized	personalized	ADJ
ajee-5441	88	32	learning	learning	NOUN
ajee-5441	88	33	or	or	CCONJ
ajee-5441	88	34	adaptive	adaptive	ADJ
ajee-5441	88	35	learning	learning	NOUN
ajee-5441	88	36	)	)	PUNCT
ajee-5441	88	37	and	and	CCONJ
ajee-5441	88	38	(	(	PUNCT
ajee-5441	88	39	education	education	NOUN
ajee-5441	88	40	or	or	CCONJ
ajee-5441	88	41	teaching	teaching	NOUN
ajee-5441	88	42	”	"	PUNCT
ajee-5441	88	43	or	or	CCONJ
ajee-5441	88	44	students	student	NOUN
ajee-5441	88	45	)	)	PUNCT
ajee-5441	88	46	and	and	CCONJ
ajee-5441	88	47	(	(	PUNCT
ajee-5441	88	48	higher	high	ADJ
ajee-5441	88	49	education	education	NOUN
ajee-5441	88	50	)	)	PUNCT
ajee-5441	88	51	10	10	NUM
ajee-5441	88	52	scopus	scopus	PROPN
ajee-5441	88	53	title	title	NOUN
ajee-5441	88	54	-	-	PUNCT
ajee-5441	88	55	abs	ab	NOUN
ajee-5441	88	56	-	-	PUNCT
ajee-5441	88	57	key	key	NOUN
ajee-5441	88	58	(	(	PUNCT
ajee-5441	88	59	artificial	artificial	ADJ
ajee-5441	88	60	intelligence	intelligence	NOUN
ajee-5441	88	61	or	or	CCONJ
ajee-5441	88	62	ai	ai	VERB
ajee-5441	88	63	)	)	PUNCT
ajee-5441	88	64	and	and	CCONJ
ajee-5441	88	65	title	title	NOUN
ajee-5441	88	66	-	-	PUNCT
ajee-5441	88	67	abs	ab	NOUN
ajee-5441	88	68	-	-	PUNCT
ajee-5441	88	69	key	key	NOUN
ajee-5441	88	70	(	(	PUNCT
ajee-5441	88	71	personalized	personalized	ADJ
ajee-5441	88	72	learning	learning	NOUN
ajee-5441	88	73	or	or	CCONJ
ajee-5441	88	74	adaptive	adaptive	ADJ
ajee-5441	88	75	learning	learning	NOUN
ajee-5441	88	76	)	)	PUNCT
ajee-5441	88	77	and	and	CCONJ
ajee-5441	88	78	title	title	NOUN
ajee-5441	88	79	-	-	PUNCT
ajee-5441	88	80	abs	ab	NOUN
ajee-5441	88	81	-	-	PUNCT
ajee-5441	88	82	key	key	NOUN
ajee-5441	88	83	(	(	PUNCT
ajee-5441	88	84	education	education	NOUN
ajee-5441	88	85	”	"	PUNCT
ajee-5441	88	86	or	or	CCONJ
ajee-5441	88	87	teaching	teaching	NOUN
ajee-5441	88	88	)	)	PUNCT
ajee-5441	88	89	and	and	CCONJ
ajee-5441	88	90	title	title	NOUN
ajee-5441	88	91	-	-	PUNCT
ajee-5441	88	92	abs	ab	NOUN
ajee-5441	88	93	-	-	PUNCT
ajee-5441	88	94	key	key	NOUN
ajee-5441	88	95	(	(	PUNCT
ajee-5441	88	96	higher	high	ADJ
ajee-5441	88	97	education	education	NOUN
ajee-5441	88	98	)	)	PUNCT
ajee-5441	88	99	328	328	NUM
ajee-5441	88	100	web	web	NOUN
ajee-5441	88	101	of	of	ADP
ajee-5441	88	102	science	science	NOUN
ajee-5441	88	103	ts	ts	ADP
ajee-5441	88	104	=	=	PUNCT
ajee-5441	88	105	(	(	PUNCT
ajee-5441	88	106	artificial	artificial	ADJ
ajee-5441	88	107	intelligence	intelligence	NOUN
ajee-5441	88	108	or	or	CCONJ
ajee-5441	88	109	ai	ai	VERB
ajee-5441	88	110	)	)	PUNCT
ajee-5441	88	111	and	and	CCONJ
ajee-5441	88	112	ts	ts	X
ajee-5441	88	113	=	=	PUNCT
ajee-5441	88	114	(	(	PUNCT
ajee-5441	88	115	personalized	personalized	ADJ
ajee-5441	88	116	learning	learning	NOUN
ajee-5441	88	117	or	or	CCONJ
ajee-5441	88	118	adaptive	adaptive	ADJ
ajee-5441	88	119	learning	learning	NOUN
ajee-5441	88	120	)	)	PUNCT
ajee-5441	88	121	and	and	CCONJ
ajee-5441	88	122	ts	ts	X
ajee-5441	88	123	=	=	PUNCT
ajee-5441	88	124	(	(	PUNCT
ajee-5441	88	125	education	education	NOUN
ajee-5441	88	126	or	or	CCONJ
ajee-5441	88	127	“	"	PUNCT
ajee-5441	88	128	teaching	teaching	NOUN
ajee-5441	88	129	or	or	CCONJ
ajee-5441	88	130	students	student	NOUN
ajee-5441	88	131	)	)	PUNCT
ajee-5441	88	132	and	and	CCONJ
ajee-5441	88	133	ts	ts	X
ajee-5441	88	134	=	=	PUNCT
ajee-5441	88	135	(	(	PUNCT
ajee-5441	88	136	“	"	PUNCT
ajee-5441	88	137	higher	high	ADJ
ajee-5441	88	138	education	education	NOUN
ajee-5441	88	139	”	"	PUNCT
ajee-5441	88	140	)	)	PUNCT
ajee-5441	88	141	107	107	NUM
ajee-5441	88	142	eric	eric	NOUN
ajee-5441	88	143	(	(	PUNCT
ajee-5441	88	144	artificial	artificial	ADJ
ajee-5441	88	145	intelligence	intelligence	NOUN
ajee-5441	88	146	or	or	CCONJ
ajee-5441	88	147	ai	ai	VERB
ajee-5441	88	148	)	)	PUNCT
ajee-5441	88	149	and	and	CCONJ
ajee-5441	88	150	(	(	PUNCT
ajee-5441	88	151	personalized	personalized	ADJ
ajee-5441	88	152	learning	learning	NOUN
ajee-5441	88	153	or	or	CCONJ
ajee-5441	88	154	adaptive	adaptive	ADJ
ajee-5441	88	155	learning	learning	NOUN
ajee-5441	88	156	)	)	PUNCT
ajee-5441	88	157	and	and	CCONJ
ajee-5441	88	158	(	(	PUNCT
ajee-5441	88	159	education	education	NOUN
ajee-5441	88	160	or	or	CCONJ
ajee-5441	88	161	teaching	teaching	NOUN
ajee-5441	88	162	)	)	PUNCT
ajee-5441	88	163	and	and	CCONJ
ajee-5441	88	164	(	(	PUNCT
ajee-5441	88	165	higher	high	ADJ
ajee-5441	88	166	education	education	NOUN
ajee-5441	88	167	)	)	PUNCT
ajee-5441	88	168	54	54	NUM
ajee-5441	88	169	google	google	NOUN
ajee-5441	88	170	scholar	scholar	NOUN
ajee-5441	88	171	(	(	PUNCT
ajee-5441	88	172	artificial	artificial	ADJ
ajee-5441	88	173	intelligence	intelligence	NOUN
ajee-5441	88	174	or	or	CCONJ
ajee-5441	88	175	ai	ai	VERB
ajee-5441	88	176	)	)	PUNCT
ajee-5441	88	177	and	and	CCONJ
ajee-5441	88	178	(	(	PUNCT
ajee-5441	88	179	personalized	personalized	ADJ
ajee-5441	88	180	learning	learning	NOUN
ajee-5441	88	181	or	or	CCONJ
ajee-5441	88	182	adaptive	adaptive	ADJ
ajee-5441	88	183	learning	learning	NOUN
ajee-5441	88	184	)	)	PUNCT
ajee-5441	88	185	and	and	CCONJ
ajee-5441	88	186	(	(	PUNCT
ajee-5441	88	187	education	education	NOUN
ajee-5441	88	188	”	"	PUNCT
ajee-5441	88	189	or	or	CCONJ
ajee-5441	88	190	teaching	teaching	NOUN
ajee-5441	88	191	)	)	PUNCT
ajee-5441	88	192	and	and	CCONJ
ajee-5441	88	193	(	(	PUNCT
ajee-5441	88	194	higher	high	ADJ
ajee-5441	88	195	education	education	NOUN
ajee-5441	88	196	)	)	PUNCT
ajee-5441	88	197	17,400	17,400	NUM
ajee-5441	88	198	total	total	NOUN
ajee-5441	88	199	17,899	17,899	NUM
ajee-5441	88	200	study	study	NOUN
ajee-5441	88	201	selection	selection	NOUN
ajee-5441	88	202	process	process	NOUN
ajee-5441	88	203	a	a	DET
ajee-5441	88	204	systematic	systematic	ADJ
ajee-5441	88	205	search	search	NOUN
ajee-5441	88	206	for	for	ADP
ajee-5441	88	207	research	research	NOUN
ajee-5441	88	208	projects	project	NOUN
ajee-5441	88	209	fostering	foster	VERB
ajee-5441	88	210	personalization	personalization	NOUN
ajee-5441	88	211	and	and	CCONJ
ajee-5441	88	212	artificial	artificial	ADJ
ajee-5441	88	213	intelligence	intelligence	NOUN
ajee-5441	88	214	applied	apply	VERB
ajee-5441	88	215	to	to	ADP
ajee-5441	88	216	the	the	DET
ajee-5441	88	217	modern	modern	ADJ
ajee-5441	88	218	personalized	personalized	ADJ
ajee-5441	88	219	education	education	NOUN
ajee-5441	88	220	system	system	NOUN
ajee-5441	88	221	was	be	AUX
ajee-5441	88	222	carried	carry	VERB
ajee-5441	88	223	out	out	ADP
ajee-5441	88	224	.	.	PUNCT
ajee-5441	89	1	this	this	DET
ajee-5441	89	2	procedure	procedure	NOUN
ajee-5441	89	3	initially	initially	ADV
ajee-5441	89	4	yielded	yield	VERB
ajee-5441	89	5	17,899	17,899	NUM
ajee-5441	89	6	articles	article	NOUN
ajee-5441	89	7	from	from	ADP
ajee-5441	89	8	multiple	multiple	ADJ
ajee-5441	89	9	databases	database	NOUN
ajee-5441	89	10	.	.	PUNCT
ajee-5441	90	1	reference	reference	NOUN
ajee-5441	90	2	management	management	NOUN
ajee-5441	90	3	tools	tool	NOUN
ajee-5441	90	4	were	be	AUX
ajee-5441	90	5	used	use	VERB
ajee-5441	90	6	to	to	PART
ajee-5441	90	7	remove	remove	VERB
ajee-5441	90	8	the	the	DET
ajee-5441	90	9	duplicates	duplicate	NOUN
ajee-5441	90	10	.	.	PUNCT
ajee-5441	91	1	after	after	ADP
ajee-5441	91	2	de	de	NOUN
ajee-5441	91	3	-	-	NOUN
ajee-5441	91	4	duplication	duplication	NOUN
ajee-5441	91	5	,	,	PUNCT
ajee-5441	91	6	a	a	DET
ajee-5441	91	7	systematic	systematic	ADJ
ajee-5441	91	8	screening	screening	NOUN
ajee-5441	91	9	was	be	AUX
ajee-5441	91	10	processed	process	VERB
ajee-5441	91	11	.	.	PUNCT
ajee-5441	92	1	review	review	NOUN
ajee-5441	92	2	of	of	ADP
ajee-5441	92	3	titles	title	NOUN
ajee-5441	92	4	and	and	CCONJ
ajee-5441	92	5	abstracts	abstract	NOUN
ajee-5441	92	6	of	of	ADP
ajee-5441	92	7	the	the	DET
ajee-5441	92	8	search	search	NOUN
ajee-5441	92	9	results	result	NOUN
ajee-5441	92	10	were	be	AUX
ajee-5441	92	11	based	base	VERB
ajee-5441	92	12	on	on	ADP
ajee-5441	92	13	predetermined	predetermine	VERB
ajee-5441	92	14	inclusion	inclusion	NOUN
ajee-5441	92	15	criteria	criterion	NOUN
ajee-5441	92	16	reflecting	reflect	VERB
ajee-5441	92	17	ai	ai	ADJ
ajee-5441	92	18	-	-	PUNCT
ajee-5441	92	19	driven	drive	VERB
ajee-5441	92	20	personalization	personalization	NOUN
ajee-5441	92	21	in	in	ADP
ajee-5441	92	22	education	education	NOUN
ajee-5441	92	23	.	.	PUNCT
ajee-5441	93	1	a	a	DET
ajee-5441	93	2	full	full	ADJ
ajee-5441	93	3	-	-	PUNCT
ajee-5441	93	4	text	text	NOUN
ajee-5441	93	5	assessment	assessment	NOUN
ajee-5441	93	6	of	of	ADP
ajee-5441	93	7	the	the	DET
ajee-5441	93	8	articles	article	NOUN
ajee-5441	93	9	that	that	PRON
ajee-5441	93	10	seemed	seem	VERB
ajee-5441	93	11	epidemiologically	epidemiologically	ADV
ajee-5441	93	12	relevant	relevant	ADJ
ajee-5441	93	13	was	be	AUX
ajee-5441	93	14	conducted	conduct	VERB
ajee-5441	93	15	to	to	PART
ajee-5441	93	16	determine	determine	VERB
ajee-5441	93	17	eligibility	eligibility	NOUN
ajee-5441	93	18	.	.	PUNCT
ajee-5441	94	1	data	datum	NOUN
ajee-5441	94	2	extraction	extraction	NOUN
ajee-5441	94	3	to	to	PART
ajee-5441	94	4	ensure	ensure	VERB
ajee-5441	94	5	consistency	consistency	NOUN
ajee-5441	94	6	in	in	ADP
ajee-5441	94	7	data	datum	NOUN
ajee-5441	94	8	handling	handling	NOUN
ajee-5441	94	9	,	,	PUNCT
ajee-5441	94	10	a	a	DET
ajee-5441	94	11	structured	structured	ADJ
ajee-5441	94	12	extraction	extraction	NOUN
ajee-5441	94	13	form	form	NOUN
ajee-5441	94	14	was	be	AUX
ajee-5441	94	15	developed	develop	VERB
ajee-5441	94	16	.	.	PUNCT
ajee-5441	95	1	this	this	DET
ajee-5441	95	2	form	form	NOUN
ajee-5441	95	3	captured	capture	VERB
ajee-5441	95	4	essential	essential	ADJ
ajee-5441	95	5	information	information	NOUN
ajee-5441	95	6	from	from	ADP
ajee-5441	95	7	each	each	DET
ajee-5441	95	8	study	study	NOUN
ajee-5441	95	9	,	,	PUNCT
ajee-5441	95	10	including	include	VERB
ajee-5441	95	11	:	:	PUNCT
ajee-5441	95	12	•	•	NUM
ajee-5441	95	13	author(s	author(s	NOUN
ajee-5441	95	14	)	)	PUNCT
ajee-5441	95	15	and	and	CCONJ
ajee-5441	95	16	publication	publication	NOUN
ajee-5441	95	17	year	year	NOUN
ajee-5441	95	18	•	•	NOUN
ajee-5441	95	19	description	description	NOUN
ajee-5441	95	20	of	of	ADP
ajee-5441	95	21	the	the	DET
ajee-5441	95	22	ai	ai	NOUN
ajee-5441	95	23	intervention	intervention	NOUN
ajee-5441	95	24	or	or	CCONJ
ajee-5441	95	25	personalized	personalized	ADJ
ajee-5441	95	26	learning	learn	VERB
ajee-5441	95	27	approach	approach	NOUN
ajee-5441	95	28	•	•	NOUN
ajee-5441	95	29	reported	report	VERB
ajee-5441	95	30	outcomes	outcome	NOUN
ajee-5441	95	31	and	and	CCONJ
ajee-5441	95	32	conclusions	conclusion	NOUN
ajee-5441	95	33	related	relate	VERB
ajee-5441	95	34	to	to	ADP
ajee-5441	95	35	learner	learner	NOUN
ajee-5441	95	36	performance	performance	NOUN
ajee-5441	95	37	and	and	CCONJ
ajee-5441	95	38	engagement	engagement	NOUN
ajee-5441	95	39	•	•	NOUN
ajee-5441	95	40	any	any	DET
ajee-5441	95	41	noted	note	VERB
ajee-5441	95	42	limitations	limitation	NOUN
ajee-5441	95	43	or	or	CCONJ
ajee-5441	95	44	strengths	strength	NOUN
ajee-5441	95	45	in	in	ADP
ajee-5441	95	46	the	the	DET
ajee-5441	95	47	study	study	NOUN
ajee-5441	95	48	’s	’s	PART
ajee-5441	95	49	methodology	methodology	NOUN
ajee-5441	95	50	•	•	NOUN
ajee-5441	95	51	assessment	assessment	NOUN
ajee-5441	95	52	of	of	ADP
ajee-5441	95	53	bias	bias	NOUN
ajee-5441	95	54	in	in	ADP
ajee-5441	95	55	reporting	reporting	NOUN
ajee-5441	95	56	and	and	CCONJ
ajee-5441	95	57	analysis	analysis	NOUN
ajee-5441	95	58	quality	quality	NOUN
ajee-5441	95	59	assessment	assessment	NOUN
ajee-5441	95	60	reported	report	VERB
ajee-5441	95	61	bias	bias	NOUN
ajee-5441	95	62	was	be	AUX
ajee-5441	95	63	assessed	assess	VERB
ajee-5441	95	64	by	by	ADP
ajee-5441	95	65	critically	critically	ADV
ajee-5441	95	66	appraising	appraise	VERB
ajee-5441	95	67	the	the	DET
ajee-5441	95	68	quality	quality	NOUN
ajee-5441	95	69	of	of	ADP
ajee-5441	95	70	the	the	DET
ajee-5441	95	71	studies	study	NOUN
ajee-5441	95	72	included	include	VERB
ajee-5441	95	73	.	.	PUNCT
ajee-5441	96	1	for	for	ADP
ajee-5441	96	2	conformity	conformity	NOUN
ajee-5441	96	3	to	to	ADP
ajee-5441	96	4	the	the	DET
ajee-5441	96	5	standard	standard	ADJ
ajee-5441	96	6	practice	practice	NOUN
ajee-5441	96	7	of	of	ADP
ajee-5441	96	8	systematic	systematic	ADJ
ajee-5441	96	9	review	review	NOUN
ajee-5441	96	10	methodology	methodology	NOUN
ajee-5441	96	11	,	,	PUNCT
ajee-5441	96	12	a	a	DET
ajee-5441	96	13	graphic	graphic	ADJ
ajee-5441	96	14	rating	rating	NOUN
ajee-5441	96	15	method	method	NOUN
ajee-5441	96	16	was	be	AUX
ajee-5441	96	17	used	use	VERB
ajee-5441	96	18	to	to	PART
ajee-5441	96	19	evaluate	evaluate	VERB
ajee-5441	96	20	the	the	DET
ajee-5441	96	21	quality	quality	NOUN
ajee-5441	96	22	of	of	ADP
ajee-5441	96	23	included	include	VERB
ajee-5441	96	24	studies	study	NOUN
ajee-5441	96	25	.	.	PUNCT
ajee-5441	97	1	it	it	PRON
ajee-5441	97	2	was	be	AUX
ajee-5441	97	3	scored	score	VERB
ajee-5441	97	4	on	on	ADP
ajee-5441	97	5	the	the	DET
ajee-5441	97	6	following	follow	VERB
ajee-5441	97	7	five	five	NUM
ajee-5441	97	8	key	key	ADJ
ajee-5441	97	9	dimensions	dimension	NOUN
ajee-5441	97	10	of	of	ADP
ajee-5441	97	11	ai	ai	VERB
ajee-5441	97	12	in	in	ADP
ajee-5441	97	13	personalized	personalized	ADJ
ajee-5441	97	14	education	education	NOUN
ajee-5441	97	15	:	:	PUNCT
ajee-5441	97	16	•	•	ADP
ajee-5441	97	17	the	the	DET
ajee-5441	97	18	theoretical	theoretical	ADJ
ajee-5441	97	19	foundation	foundation	NOUN
ajee-5441	97	20	of	of	ADP
ajee-5441	97	21	the	the	DET
ajee-5441	97	22	ai	ai	NOUN
ajee-5441	97	23	tool	tool	NOUN
ajee-5441	97	24	•	•	NOUN
ajee-5441	97	25	access	access	NOUN
ajee-5441	97	26	to	to	ADP
ajee-5441	97	27	and	and	CCONJ
ajee-5441	97	28	adequacy	adequacy	NOUN
ajee-5441	97	29	of	of	ADP
ajee-5441	97	30	it	it	PRON
ajee-5441	97	31	resources	resource	VERB
ajee-5441	97	32	•	•	ADJ
ajee-5441	97	33	type	type	NOUN
ajee-5441	97	34	and	and	CCONJ
ajee-5441	97	35	context	context	NOUN
ajee-5441	97	36	of	of	ADP
ajee-5441	97	37	learning	learn	VERB
ajee-5441	97	38	space	space	NOUN
ajee-5441	97	39	•	•	ADP
ajee-5441	97	40	pedagogical	pedagogical	ADJ
ajee-5441	97	41	interventions	intervention	NOUN
ajee-5441	97	42	involving	involve	VERB
ajee-5441	97	43	ai	ai	PROPN
ajee-5441	97	44	personalization	personalization	NOUN
ajee-5441	97	45	•	•	ADP
ajee-5441	97	46	to	to	ADP
ajee-5441	97	47	the	the	DET
ajee-5441	97	48	theme	theme	NOUN
ajee-5441	97	49	,	,	PUNCT
ajee-5441	97	50	you	you	PRON
ajee-5441	97	51	have	have	AUX
ajee-5441	97	52	now	now	ADV
ajee-5441	97	53	aligned	align	VERB
ajee-5441	97	54	the	the	DET
ajee-5441	97	55	converted	converted	ADJ
ajee-5441	97	56	and	and	CCONJ
ajee-5441	97	57	personalized	personalized	ADJ
ajee-5441	97	58	table	table	NOUN
ajee-5441	97	59	2	2	NUM
ajee-5441	97	60	pa	pa	PROPN
ajee-5441	97	61	ge	ge	PROPN
ajee-5441	97	62	13	13	NUM
ajee-5441	97	63	0	0	NUM
ajee-5441	97	64	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-5441	97	65	am	am	NOUN
ajee-5441	97	66	.	.	PUNCT
ajee-5441	98	1	j.	j.	PROPN
ajee-5441	98	2	environ	environ	PROPN
ajee-5441	98	3	econ	econ	PROPN
ajee-5441	98	4	.	.	PUNCT
ajee-5441	99	1	4(1	4(1	X
ajee-5441	99	2	)	)	PUNCT
ajee-5441	100	1	127	127	NUM
ajee-5441	100	2	-	-	SYM
ajee-5441	100	3	135	135	NUM
ajee-5441	100	4	,	,	PUNCT
ajee-5441	100	5	2025	2025	NUM
ajee-5441	100	6	data	datum	NOUN
ajee-5441	100	7	synthesis	synthesis	NOUN
ajee-5441	100	8	the	the	DET
ajee-5441	100	9	narrative	narrative	ADJ
ajee-5441	100	10	synthesis	synthesis	NOUN
ajee-5441	100	11	method	method	NOUN
ajee-5441	100	12	was	be	AUX
ajee-5441	100	13	utilized	utilize	VERB
ajee-5441	100	14	to	to	PART
ajee-5441	100	15	synthesize	synthesize	VERB
ajee-5441	100	16	and	and	CCONJ
ajee-5441	100	17	present	present	ADJ
ajee-5441	100	18	findings	finding	NOUN
ajee-5441	100	19	in	in	ADP
ajee-5441	100	20	an	an	DET
ajee-5441	100	21	organized	organized	ADJ
ajee-5441	100	22	and	and	CCONJ
ajee-5441	100	23	holistic	holistic	ADJ
ajee-5441	100	24	way	way	NOUN
ajee-5441	100	25	,	,	PUNCT
ajee-5441	100	26	taking	take	VERB
ajee-5441	100	27	into	into	ADP
ajee-5441	100	28	account	account	NOUN
ajee-5441	100	29	anticipated	anticipate	VERB
ajee-5441	100	30	heterogeneity	heterogeneity	NOUN
ajee-5441	100	31	in	in	ADP
ajee-5441	100	32	the	the	DET
ajee-5441	100	33	study	study	NOUN
ajee-5441	100	34	,	,	PUNCT
ajee-5441	100	35	ai	ai	VERB
ajee-5441	100	36	,	,	PUNCT
ajee-5441	100	37	and	and	CCONJ
ajee-5441	100	38	personalized	personalized	ADJ
ajee-5441	100	39	learning	learn	VERB
ajee-5441	100	40	intervention	intervention	NOUN
ajee-5441	100	41	design	design	NOUN
ajee-5441	100	42	.	.	PUNCT
ajee-5441	101	1	unique	unique	ADJ
ajee-5441	101	2	patterns	pattern	NOUN
ajee-5441	101	3	and	and	CCONJ
ajee-5441	101	4	trends	trend	NOUN
ajee-5441	101	5	in	in	ADP
ajee-5441	101	6	the	the	DET
ajee-5441	101	7	ai	ai	NOUN
ajee-5441	101	8	-	-	PUNCT
ajee-5441	101	9	driven	drive	VERB
ajee-5441	101	10	personalized	personalized	ADJ
ajee-5441	101	11	learning	learning	NOUN
ajee-5441	101	12	approaches	approach	NOUN
ajee-5441	101	13	were	be	AUX
ajee-5441	101	14	identified	identify	VERB
ajee-5441	101	15	using	use	VERB
ajee-5441	101	16	a	a	DET
ajee-5441	101	17	thematic	thematic	ADJ
ajee-5441	101	18	analysis	analysis	NOUN
ajee-5441	101	19	.	.	PUNCT
ajee-5441	102	1	primary	primary	ADJ
ajee-5441	102	2	points	point	NOUN
ajee-5441	102	3	of	of	ADP
ajee-5441	102	4	interest	interest	NOUN
ajee-5441	102	5	were	be	AUX
ajee-5441	102	6	adaptive	adaptive	ADJ
ajee-5441	102	7	learning	learning	NOUN
ajee-5441	102	8	algorithms	algorithm	NOUN
ajee-5441	102	9	,	,	PUNCT
ajee-5441	102	10	student	student	NOUN
ajee-5441	102	11	engagement	engagement	NOUN
ajee-5441	102	12	,	,	PUNCT
ajee-5441	102	13	and	and	CCONJ
ajee-5441	102	14	ai	ai	VERB
ajee-5441	102	15	tools	tool	NOUN
ajee-5441	102	16	’	'	PUNCT
ajee-5441	102	17	pedagogical	pedagogical	ADJ
ajee-5441	102	18	efficacy	efficacy	NOUN
ajee-5441	102	19	.	.	PUNCT
ajee-5441	103	1	the	the	DET
ajee-5441	103	2	data	datum	NOUN
ajee-5441	103	3	have	have	AUX
ajee-5441	103	4	been	be	AUX
ajee-5441	103	5	analyzed	analyze	VERB
ajee-5441	103	6	in	in	ADP
ajee-5441	103	7	nvivo	nvivo	NOUN
ajee-5441	103	8	through	through	ADP
ajee-5441	103	9	a	a	DET
ajee-5441	103	10	prescribed	prescribed	ADJ
ajee-5441	103	11	coding	code	VERB
ajee-5441	103	12	framework	framework	NOUN
ajee-5441	103	13	focusing	focus	VERB
ajee-5441	103	14	on	on	ADP
ajee-5441	103	15	core	core	NOUN
ajee-5441	103	16	elements	element	NOUN
ajee-5441	103	17	such	such	ADJ
ajee-5441	103	18	as	as	ADP
ajee-5441	103	19	ai	ai	NOUN
ajee-5441	103	20	-	-	PUNCT
ajee-5441	103	21	based	base	VERB
ajee-5441	103	22	recommendation	recommendation	NOUN
ajee-5441	103	23	systems	system	NOUN
ajee-5441	103	24	,	,	PUNCT
ajee-5441	103	25	intelligent	intelligent	ADJ
ajee-5441	103	26	tutoring	tutoring	NOUN
ajee-5441	103	27	systems	system	NOUN
ajee-5441	103	28	,	,	PUNCT
ajee-5441	103	29	and	and	CCONJ
ajee-5441	103	30	real	real	ADJ
ajee-5441	103	31	-	-	PUNCT
ajee-5441	103	32	time	time	NOUN
ajee-5441	103	33	learning	learn	VERB
ajee-5441	103	34	analytics	analytic	NOUN
ajee-5441	103	35	.	.	PUNCT
ajee-5441	104	1	this	this	DET
ajee-5441	104	2	approach	approach	NOUN
ajee-5441	104	3	to	to	ADP
ajee-5441	104	4	analysis	analysis	NOUN
ajee-5441	104	5	facilitated	facilitate	VERB
ajee-5441	104	6	an	an	DET
ajee-5441	104	7	interrogation	interrogation	NOUN
ajee-5441	104	8	of	of	ADP
ajee-5441	104	9	how	how	SCONJ
ajee-5441	104	10	the	the	DET
ajee-5441	104	11	key	key	ADJ
ajee-5441	104	12	themes	theme	NOUN
ajee-5441	104	13	recurred	recurred	ADJ
ajee-5441	104	14	and	and	CCONJ
ajee-5441	104	15	what	what	PRON
ajee-5441	104	16	that	that	PRON
ajee-5441	104	17	signified	signify	VERB
ajee-5441	104	18	in	in	ADP
ajee-5441	104	19	terms	term	NOUN
ajee-5441	104	20	of	of	ADP
ajee-5441	104	21	the	the	DET
ajee-5441	104	22	quality	quality	NOUN
ajee-5441	104	23	of	of	ADP
ajee-5441	104	24	personalization	personalization	NOUN
ajee-5441	104	25	within	within	ADP
ajee-5441	104	26	higher	high	ADJ
ajee-5441	104	27	education	education	NOUN
ajee-5441	104	28	.	.	PUNCT
ajee-5441	105	1	the	the	DET
ajee-5441	105	2	characteristics	characteristic	NOUN
ajee-5441	105	3	and	and	CCONJ
ajee-5441	105	4	main	main	ADJ
ajee-5441	105	5	results	result	NOUN
ajee-5441	105	6	of	of	ADP
ajee-5441	105	7	the	the	DET
ajee-5441	105	8	studies	study	NOUN
ajee-5441	105	9	included	include	VERB
ajee-5441	105	10	were	be	AUX
ajee-5441	105	11	also	also	ADV
ajee-5441	105	12	summarized	summarize	VERB
ajee-5441	105	13	by	by	ADP
ajee-5441	105	14	descriptive	descriptive	ADJ
ajee-5441	105	15	statistics	statistic	NOUN
ajee-5441	105	16	.	.	PUNCT
ajee-5441	106	1	tables	table	NOUN
ajee-5441	106	2	and	and	CCONJ
ajee-5441	106	3	figures	figure	NOUN
ajee-5441	106	4	were	be	AUX
ajee-5441	106	5	used	use	VERB
ajee-5441	106	6	to	to	PART
ajee-5441	106	7	help	help	VERB
ajee-5441	106	8	organize	organize	VERB
ajee-5441	106	9	and	and	CCONJ
ajee-5441	106	10	show	show	VERB
ajee-5441	106	11	these	these	DET
ajee-5441	106	12	data	datum	NOUN
ajee-5441	106	13	in	in	ADP
ajee-5441	106	14	appealing	appealing	ADJ
ajee-5441	106	15	and	and	CCONJ
ajee-5441	106	16	comprehensible	comprehensible	ADJ
ajee-5441	106	17	ways	way	NOUN
ajee-5441	106	18	.	.	PUNCT
ajee-5441	107	1	the	the	DET
ajee-5441	107	2	common	common	ADJ
ajee-5441	107	3	goal	goal	NOUN
ajee-5441	107	4	of	of	ADP
ajee-5441	107	5	the	the	DET
ajee-5441	107	6	data	data	NOUN
ajee-5441	107	7	syntheses	synthesis	NOUN
ajee-5441	107	8	was	be	AUX
ajee-5441	107	9	to	to	PART
ajee-5441	107	10	provide	provide	VERB
ajee-5441	107	11	an	an	DET
ajee-5441	107	12	informed	informed	ADJ
ajee-5441	107	13	overview	overview	NOUN
ajee-5441	107	14	of	of	ADP
ajee-5441	107	15	the	the	DET
ajee-5441	107	16	current	current	ADJ
ajee-5441	107	17	research	research	NOUN
ajee-5441	107	18	landscape	landscape	NOUN
ajee-5441	107	19	,	,	PUNCT
ajee-5441	107	20	to	to	PART
ajee-5441	107	21	outline	outline	VERB
ajee-5441	107	22	best	good	ADJ
ajee-5441	107	23	practices	practice	NOUN
ajee-5441	107	24	in	in	ADP
ajee-5441	107	25	the	the	DET
ajee-5441	107	26	implementation	implementation	NOUN
ajee-5441	107	27	of	of	ADP
ajee-5441	107	28	ai	ai	NOUN
ajee-5441	107	29	-	-	PUNCT
ajee-5441	107	30	based	base	VERB
ajee-5441	107	31	personalization	personalization	NOUN
ajee-5441	107	32	,	,	PUNCT
ajee-5441	107	33	and	and	CCONJ
ajee-5441	107	34	to	to	PART
ajee-5441	107	35	underscore	underscore	VERB
ajee-5441	107	36	critical	critical	ADJ
ajee-5441	107	37	gaps	gap	NOUN
ajee-5441	107	38	in	in	ADP
ajee-5441	107	39	need	need	NOUN
ajee-5441	107	40	of	of	ADP
ajee-5441	107	41	further	further	ADJ
ajee-5441	107	42	study	study	NOUN
ajee-5441	107	43	.	.	PUNCT
ajee-5441	108	1	ethical	ethical	ADJ
ajee-5441	108	2	considerations	consideration	NOUN
ajee-5441	108	3	because	because	SCONJ
ajee-5441	108	4	this	this	DET
ajee-5441	108	5	study	study	NOUN
ajee-5441	108	6	relied	rely	VERB
ajee-5441	108	7	only	only	ADV
ajee-5441	108	8	on	on	ADP
ajee-5441	108	9	publicly	publicly	ADV
ajee-5441	108	10	available	available	ADJ
ajee-5441	108	11	literature	literature	NOUN
ajee-5441	108	12	,	,	PUNCT
ajee-5441	108	13	it	it	PRON
ajee-5441	108	14	did	do	AUX
ajee-5441	108	15	not	not	PART
ajee-5441	108	16	require	require	VERB
ajee-5441	108	17	ethical	ethical	ADJ
ajee-5441	108	18	approval	approval	NOUN
ajee-5441	108	19	.	.	PUNCT
ajee-5441	109	1	however	however	ADV
ajee-5441	109	2	,	,	PUNCT
ajee-5441	109	3	the	the	DET
ajee-5441	109	4	moral	moral	ADJ
ajee-5441	109	5	standards	standard	NOUN
ajee-5441	109	6	were	be	AUX
ajee-5441	109	7	strictly	strictly	ADV
ajee-5441	109	8	conducted	conduct	VERB
ajee-5441	109	9	in	in	ADP
ajee-5441	109	10	the	the	DET
ajee-5441	109	11	research	research	NOUN
ajee-5441	109	12	.	.	PUNCT
ajee-5441	110	1	this	this	DET
ajee-5441	110	2	comprised	comprise	VERB
ajee-5441	110	3	transparency	transparency	NOUN
ajee-5441	110	4	in	in	ADP
ajee-5441	110	5	the	the	DET
ajee-5441	110	6	choice	choice	NOUN
ajee-5441	110	7	of	of	ADP
ajee-5441	110	8	the	the	DET
ajee-5441	110	9	studies	study	NOUN
ajee-5441	110	10	,	,	PUNCT
ajee-5441	110	11	precision	precision	NOUN
ajee-5441	110	12	when	when	SCONJ
ajee-5441	110	13	interpreting	interpret	VERB
ajee-5441	110	14	and	and	CCONJ
ajee-5441	110	15	reporting	report	VERB
ajee-5441	110	16	data	datum	NOUN
ajee-5441	110	17	,	,	PUNCT
ajee-5441	110	18	and	and	CCONJ
ajee-5441	110	19	considerations	consideration	NOUN
ajee-5441	110	20	related	relate	VERB
ajee-5441	110	21	to	to	ADP
ajee-5441	110	22	intellectual	intellectual	ADJ
ajee-5441	110	23	property	property	NOUN
ajee-5441	110	24	rights	right	NOUN
ajee-5441	110	25	,	,	PUNCT
ajee-5441	110	26	including	include	VERB
ajee-5441	110	27	accurate	accurate	ADJ
ajee-5441	110	28	source	source	NOUN
ajee-5441	110	29	attribution	attribution	NOUN
ajee-5441	110	30	.	.	PUNCT
ajee-5441	111	1	besides	besides	SCONJ
ajee-5441	111	2	the	the	DET
ajee-5441	111	3	research	research	NOUN
ajee-5441	111	4	ethics	ethic	NOUN
ajee-5441	111	5	,	,	PUNCT
ajee-5441	111	6	the	the	DET
ajee-5441	111	7	review	review	NOUN
ajee-5441	111	8	extended	extend	VERB
ajee-5441	111	9	its	its	PRON
ajee-5441	111	10	attention	attention	NOUN
ajee-5441	111	11	to	to	ADP
ajee-5441	111	12	wider	wide	ADJ
ajee-5441	111	13	ethics	ethic	NOUN
ajee-5441	111	14	concerning	concern	VERB
ajee-5441	111	15	ai	ai	VERB
ajee-5441	111	16	in	in	ADP
ajee-5441	111	17	education	education	NOUN
ajee-5441	111	18	.	.	PUNCT
ajee-5441	112	1	student	student	NOUN
ajee-5441	112	2	privacy	privacy	NOUN
ajee-5441	112	3	,	,	PUNCT
ajee-5441	112	4	the	the	DET
ajee-5441	112	5	possibility	possibility	NOUN
ajee-5441	112	6	of	of	ADP
ajee-5441	112	7	algorithmic	algorithmic	ADJ
ajee-5441	112	8	bias	bias	NOUN
ajee-5441	112	9	,	,	PUNCT
ajee-5441	112	10	and	and	CCONJ
ajee-5441	112	11	academic	academic	ADJ
ajee-5441	112	12	integrity	integrity	NOUN
ajee-5441	112	13	were	be	AUX
ajee-5441	112	14	identified	identify	VERB
ajee-5441	112	15	as	as	ADP
ajee-5441	112	16	salient	salient	ADJ
ajee-5441	112	17	ethical	ethical	ADJ
ajee-5441	112	18	considerations	consideration	NOUN
ajee-5441	112	19	to	to	PART
ajee-5441	112	20	be	be	AUX
ajee-5441	112	21	considered	consider	VERB
ajee-5441	112	22	.	.	PUNCT
ajee-5441	113	1	these	these	PRON
ajee-5441	113	2	are	be	AUX
ajee-5441	113	3	critical	critical	ADJ
ajee-5441	113	4	considerations	consideration	NOUN
ajee-5441	113	5	in	in	ADP
ajee-5441	113	6	defining	define	VERB
ajee-5441	113	7	ethical	ethical	ADJ
ajee-5441	113	8	practices	practice	NOUN
ajee-5441	113	9	for	for	ADP
ajee-5441	113	10	the	the	DET
ajee-5441	113	11	use	use	NOUN
ajee-5441	113	12	of	of	ADP
ajee-5441	113	13	ai	ai	NOUN
ajee-5441	113	14	in	in	ADP
ajee-5441	113	15	education	education	NOUN
ajee-5441	113	16	,	,	PUNCT
ajee-5441	113	17	to	to	PART
ajee-5441	113	18	have	have	VERB
ajee-5441	113	19	personalization	personalization	NOUN
ajee-5441	113	20	initiatives	initiative	NOUN
ajee-5441	113	21	that	that	PRON
ajee-5441	113	22	are	be	AUX
ajee-5441	113	23	fair	fair	ADJ
ajee-5441	113	24	,	,	PUNCT
ajee-5441	113	25	safe	safe	ADJ
ajee-5441	113	26	,	,	PUNCT
ajee-5441	113	27	and	and	CCONJ
ajee-5441	113	28	consistent	consistent	ADJ
ajee-5441	113	29	with	with	ADP
ajee-5441	113	30	the	the	DET
ajee-5441	113	31	foundational	foundational	ADJ
ajee-5441	113	32	beliefs	belief	NOUN
ajee-5441	113	33	of	of	ADP
ajee-5441	113	34	contemporary	contemporary	PROPN
ajee-5441	113	35	education	education	NOUN
ajee-5441	113	36	systems	system	NOUN
ajee-5441	113	37	.	.	PUNCT
ajee-5441	114	1	results	result	NOUN
ajee-5441	114	2	and	and	CCONJ
ajee-5441	114	3	discussion	discussion	NOUN
ajee-5441	114	4	this	this	DET
ajee-5441	114	5	section	section	NOUN
ajee-5441	114	6	outlines	outline	VERB
ajee-5441	114	7	the	the	DET
ajee-5441	114	8	findings	finding	NOUN
ajee-5441	114	9	of	of	ADP
ajee-5441	114	10	the	the	DET
ajee-5441	114	11	systematic	systematic	ADJ
ajee-5441	114	12	review	review	NOUN
ajee-5441	114	13	,	,	PUNCT
ajee-5441	114	14	including	include	VERB
ajee-5441	114	15	the	the	DET
ajee-5441	114	16	study	study	NOUN
ajee-5441	114	17	selection	selection	NOUN
ajee-5441	114	18	process	process	NOUN
ajee-5441	114	19	,	,	PUNCT
ajee-5441	114	20	a	a	DET
ajee-5441	114	21	detailed	detailed	ADJ
ajee-5441	114	22	summary	summary	NOUN
ajee-5441	114	23	of	of	ADP
ajee-5441	114	24	the	the	DET
ajee-5441	114	25	included	include	VERB
ajee-5441	114	26	studies	study	NOUN
ajee-5441	114	27	,	,	PUNCT
ajee-5441	114	28	and	and	CCONJ
ajee-5441	114	29	an	an	DET
ajee-5441	114	30	analysis	analysis	NOUN
ajee-5441	114	31	of	of	ADP
ajee-5441	114	32	the	the	DET
ajee-5441	114	33	extracted	extract	VERB
ajee-5441	114	34	data	datum	NOUN
ajee-5441	114	35	.	.	PUNCT
ajee-5441	115	1	the	the	DET
ajee-5441	115	2	review	review	NOUN
ajee-5441	115	3	focuses	focus	VERB
ajee-5441	115	4	on	on	ADP
ajee-5441	115	5	how	how	SCONJ
ajee-5441	115	6	artificial	artificial	ADJ
ajee-5441	115	7	intelligence	intelligence	NOUN
ajee-5441	115	8	is	be	AUX
ajee-5441	115	9	being	be	AUX
ajee-5441	115	10	utilized	utilize	VERB
ajee-5441	115	11	to	to	PART
ajee-5441	115	12	enhance	enhance	VERB
ajee-5441	115	13	personalized	personalized	ADJ
ajee-5441	115	14	learning	learn	VERB
ajee-5441	115	15	across	across	ADP
ajee-5441	115	16	various	various	ADJ
ajee-5441	115	17	educational	educational	ADJ
ajee-5441	115	18	settings	setting	NOUN
ajee-5441	115	19	.	.	PUNCT
ajee-5441	116	1	study	study	NOUN
ajee-5441	116	2	selection	selection	NOUN
ajee-5441	116	3	results	result	VERB
ajee-5441	116	4	the	the	DET
ajee-5441	116	5	review	review	NOUN
ajee-5441	116	6	selection	selection	NOUN
ajee-5441	116	7	process	process	NOUN
ajee-5441	116	8	followed	follow	VERB
ajee-5441	116	9	the	the	DET
ajee-5441	116	10	prisma	prisma	NOUN
ajee-5441	116	11	approach	approach	NOUN
ajee-5441	116	12	to	to	PART
ajee-5441	116	13	ensure	ensure	VERB
ajee-5441	116	14	methodological	methodological	ADJ
ajee-5441	116	15	quality	quality	NOUN
ajee-5441	116	16	and	and	CCONJ
ajee-5441	116	17	study	study	NOUN
ajee-5441	116	18	transparency	transparency	NOUN
ajee-5441	116	19	.	.	PUNCT
ajee-5441	117	1	a	a	DET
ajee-5441	117	2	first	first	ADJ
ajee-5441	117	3	search	search	NOUN
ajee-5441	117	4	using	use	VERB
ajee-5441	117	5	academic	academic	ADJ
ajee-5441	117	6	databases	database	NOUN
ajee-5441	117	7	generated	generate	VERB
ajee-5441	117	8	a	a	DET
ajee-5441	117	9	search	search	NOUN
ajee-5441	117	10	result	result	NOUN
ajee-5441	117	11	of	of	ADP
ajee-5441	117	12	17,899	17,899	NUM
ajee-5441	117	13	articles	article	NOUN
ajee-5441	117	14	from	from	ADP
ajee-5441	117	15	ai	ai	NOUN
ajee-5441	117	16	in	in	ADP
ajee-5441	117	17	personalized	personalized	ADJ
ajee-5441	117	18	learning	learning	NOUN
ajee-5441	117	19	in	in	ADP
ajee-5441	117	20	contemporary	contemporary	ADJ
ajee-5441	117	21	education	education	NOUN
ajee-5441	117	22	.	.	PUNCT
ajee-5441	118	1	after	after	ADP
ajee-5441	118	2	excluding	exclude	VERB
ajee-5441	118	3	duplicates	duplicate	NOUN
ajee-5441	118	4	and	and	CCONJ
ajee-5441	118	5	using	use	VERB
ajee-5441	118	6	predefined	predefine	VERB
ajee-5441	118	7	inclusion	inclusion	NOUN
ajee-5441	118	8	and	and	CCONJ
ajee-5441	118	9	exclusion	exclusion	NOUN
ajee-5441	118	10	criteria	criterion	NOUN
ajee-5441	118	11	,	,	PUNCT
ajee-5441	118	12	eight	eight	NUM
ajee-5441	118	13	studies	study	NOUN
ajee-5441	118	14	were	be	AUX
ajee-5441	118	15	included	include	VERB
ajee-5441	118	16	in	in	ADP
ajee-5441	118	17	the	the	DET
ajee-5441	118	18	table	table	NOUN
ajee-5441	118	19	2	2	NUM
ajee-5441	118	20	:	:	PUNCT
ajee-5441	118	21	quality	quality	NOUN
ajee-5441	118	22	assessment	assessment	NOUN
ajee-5441	118	23	/	/	SYM
ajee-5441	118	24	risk	risk	NOUN
ajee-5441	118	25	of	of	ADP
ajee-5441	118	26	bias	bias	NOUN
ajee-5441	118	27	for	for	ADP
ajee-5441	118	28	ai	ai	ADJ
ajee-5441	118	29	-	-	PUNCT
ajee-5441	118	30	powered	power	VERB
ajee-5441	118	31	personalized	personalized	ADJ
ajee-5441	118	32	learning	learn	VERB
ajee-5441	118	33	interventions	intervention	NOUN
ajee-5441	118	34	bias	bias	NOUN
ajee-5441	118	35	category	category	NOUN
ajee-5441	118	36	low	low	ADJ
ajee-5441	118	37	risk	risk	NOUN
ajee-5441	118	38	moderate	moderate	ADJ
ajee-5441	118	39	risk	risk	NOUN
ajee-5441	118	40	high	high	ADJ
ajee-5441	118	41	risk	risk	NOUN
ajee-5441	118	42	algorithmic	algorithmic	ADJ
ajee-5441	118	43	design	design	NOUN
ajee-5441	118	44	bias	bias	NOUN
ajee-5441	118	45	(	(	PUNCT
ajee-5441	118	46	a	a	X
ajee-5441	118	47	)	)	PUNCT
ajee-5441	118	48	clearly	clearly	ADV
ajee-5441	118	49	explains	explain	VERB
ajee-5441	118	50	ai	ai	NOUN
ajee-5441	118	51	models	model	NOUN
ajee-5441	118	52	,	,	PUNCT
ajee-5441	118	53	logic	logic	NOUN
ajee-5441	118	54	,	,	PUNCT
ajee-5441	118	55	or	or	CCONJ
ajee-5441	118	56	personalization	personalization	NOUN
ajee-5441	118	57	frameworks	framework	NOUN
ajee-5441	118	58	that	that	PRON
ajee-5441	118	59	underpin	underpin	VERB
ajee-5441	118	60	the	the	DET
ajee-5441	118	61	learning	learning	NOUN
ajee-5441	118	62	intervention	intervention	NOUN
ajee-5441	118	63	.	.	PUNCT
ajee-5441	119	1	limited	limited	ADJ
ajee-5441	119	2	discussion	discussion	NOUN
ajee-5441	119	3	of	of	ADP
ajee-5441	119	4	the	the	DET
ajee-5441	119	5	ai	ai	PROPN
ajee-5441	119	6	design	design	NOUN
ajee-5441	119	7	,	,	PUNCT
ajee-5441	119	8	with	with	ADP
ajee-5441	119	9	vague	vague	ADJ
ajee-5441	119	10	or	or	CCONJ
ajee-5441	119	11	generic	generic	ADJ
ajee-5441	119	12	references	reference	NOUN
ajee-5441	119	13	to	to	ADP
ajee-5441	119	14	personalization	personalization	NOUN
ajee-5441	119	15	mechanisms	mechanism	NOUN
ajee-5441	119	16	.	.	PUNCT
ajee-5441	120	1	no	no	DET
ajee-5441	120	2	mention	mention	NOUN
ajee-5441	120	3	of	of	ADP
ajee-5441	120	4	how	how	SCONJ
ajee-5441	120	5	ai	ai	AUX
ajee-5441	120	6	or	or	CCONJ
ajee-5441	120	7	personalization	personalization	NOUN
ajee-5441	120	8	was	be	AUX
ajee-5441	120	9	implemented	implement	VERB
ajee-5441	120	10	.	.	PUNCT
ajee-5441	121	1	resource	resource	NOUN
ajee-5441	121	2	transparency	transparency	NOUN
ajee-5441	121	3	bias	bias	NOUN
ajee-5441	121	4	(	(	PUNCT
ajee-5441	121	5	r	r	NOUN
ajee-5441	121	6	)	)	PUNCT
ajee-5441	121	7	comprehensive	comprehensive	ADJ
ajee-5441	121	8	details	detail	NOUN
ajee-5441	121	9	on	on	ADP
ajee-5441	121	10	computational	computational	ADJ
ajee-5441	121	11	resources	resource	NOUN
ajee-5441	121	12	,	,	PUNCT
ajee-5441	121	13	data	datum	NOUN
ajee-5441	121	14	requirements	requirement	NOUN
ajee-5441	121	15	,	,	PUNCT
ajee-5441	121	16	training	training	NOUN
ajee-5441	121	17	time	time	NOUN
ajee-5441	121	18	,	,	PUNCT
ajee-5441	121	19	and	and	CCONJ
ajee-5441	121	20	infrastructure	infrastructure	NOUN
ajee-5441	121	21	used	use	VERB
ajee-5441	121	22	in	in	ADP
ajee-5441	121	23	the	the	DET
ajee-5441	121	24	ai	ai	NOUN
ajee-5441	121	25	system	system	NOUN
ajee-5441	121	26	.	.	PUNCT
ajee-5441	122	1	partial	partial	ADJ
ajee-5441	122	2	description	description	NOUN
ajee-5441	122	3	of	of	ADP
ajee-5441	122	4	resources	resource	NOUN
ajee-5441	122	5	,	,	PUNCT
ajee-5441	122	6	lacking	lack	VERB
ajee-5441	122	7	specific	specific	ADJ
ajee-5441	122	8	information	information	NOUN
ajee-5441	122	9	on	on	ADP
ajee-5441	122	10	system	system	NOUN
ajee-5441	122	11	requirements	requirement	NOUN
ajee-5441	122	12	or	or	CCONJ
ajee-5441	122	13	implementation	implementation	NOUN
ajee-5441	122	14	feasibility	feasibility	NOUN
ajee-5441	122	15	.	.	PUNCT
ajee-5441	123	1	no	no	DET
ajee-5441	123	2	mention	mention	NOUN
ajee-5441	123	3	of	of	ADP
ajee-5441	123	4	technical	technical	ADJ
ajee-5441	123	5	or	or	CCONJ
ajee-5441	123	6	resourcerelated	resourcerelate	VERB
ajee-5441	123	7	considerations	consideration	NOUN
ajee-5441	123	8	.	.	PUNCT
ajee-5441	124	1	learning	learn	VERB
ajee-5441	124	2	context	context	NOUN
ajee-5441	124	3	bias	bias	NOUN
ajee-5441	124	4	(	(	PUNCT
ajee-5441	124	5	l	l	NOUN
ajee-5441	124	6	)	)	PUNCT
ajee-5441	124	7	clearly	clearly	ADV
ajee-5441	124	8	outlines	outline	VERB
ajee-5441	124	9	learner	learner	NOUN
ajee-5441	124	10	demographics	demographic	NOUN
ajee-5441	124	11	,	,	PUNCT
ajee-5441	124	12	learning	learn	VERB
ajee-5441	124	13	environments	environment	NOUN
ajee-5441	124	14	,	,	PUNCT
ajee-5441	124	15	and	and	CCONJ
ajee-5441	124	16	contextual	contextual	ADJ
ajee-5441	124	17	factors	factor	NOUN
ajee-5441	124	18	affecting	affect	VERB
ajee-5441	124	19	ai	ai	VERB
ajee-5441	124	20	personalization	personalization	NOUN
ajee-5441	124	21	.	.	PUNCT
ajee-5441	125	1	some	some	DET
ajee-5441	125	2	contextual	contextual	ADJ
ajee-5441	125	3	data	datum	NOUN
ajee-5441	125	4	provided	provide	VERB
ajee-5441	125	5	,	,	PUNCT
ajee-5441	125	6	but	but	CCONJ
ajee-5441	125	7	not	not	PART
ajee-5441	125	8	detailed	detail	VERB
ajee-5441	125	9	enough	enough	ADV
ajee-5441	125	10	to	to	PART
ajee-5441	125	11	assess	assess	VERB
ajee-5441	125	12	the	the	DET
ajee-5441	125	13	environment	environment	NOUN
ajee-5441	125	14	’s	’s	PART
ajee-5441	125	15	influence	influence	NOUN
ajee-5441	125	16	on	on	ADP
ajee-5441	125	17	ai	ai	ADJ
ajee-5441	125	18	effectiveness	effectiveness	NOUN
ajee-5441	125	19	.	.	PUNCT
ajee-5441	126	1	no	no	DET
ajee-5441	126	2	learner	learner	NOUN
ajee-5441	126	3	characteristics	characteristic	NOUN
ajee-5441	126	4	or	or	CCONJ
ajee-5441	126	5	context	context	NOUN
ajee-5441	126	6	described	describe	VERB
ajee-5441	126	7	.	.	PUNCT
ajee-5441	127	1	pedagogical	pedagogical	ADJ
ajee-5441	127	2	integration	integration	NOUN
ajee-5441	127	3	bias	bias	NOUN
ajee-5441	127	4	(	(	PUNCT
ajee-5441	127	5	p	p	NOUN
ajee-5441	127	6	)	)	PUNCT
ajee-5441	127	7	provides	provide	VERB
ajee-5441	127	8	detailed	detailed	ADJ
ajee-5441	127	9	explanation	explanation	NOUN
ajee-5441	127	10	of	of	ADP
ajee-5441	127	11	instructional	instructional	ADJ
ajee-5441	127	12	strategies	strategy	NOUN
ajee-5441	127	13	used	use	VERB
ajee-5441	127	14	alongside	alongside	ADP
ajee-5441	127	15	ai	ai	VERB
ajee-5441	127	16	,	,	PUNCT
ajee-5441	127	17	including	include	VERB
ajee-5441	127	18	adaptive	adaptive	ADJ
ajee-5441	127	19	techniques	technique	NOUN
ajee-5441	127	20	,	,	PUNCT
ajee-5441	127	21	feedback	feedback	NOUN
ajee-5441	127	22	loops	loop	NOUN
ajee-5441	127	23	,	,	PUNCT
ajee-5441	127	24	and	and	CCONJ
ajee-5441	127	25	learning	learn	VERB
ajee-5441	127	26	paths	path	NOUN
ajee-5441	127	27	.	.	PUNCT
ajee-5441	128	1	brief	brief	ADJ
ajee-5441	128	2	mention	mention	NOUN
ajee-5441	128	3	of	of	ADP
ajee-5441	128	4	teaching	teaching	NOUN
ajee-5441	128	5	strategies	strategy	NOUN
ajee-5441	128	6	or	or	CCONJ
ajee-5441	128	7	learning	learn	VERB
ajee-5441	128	8	activities	activity	NOUN
ajee-5441	128	9	with	with	ADP
ajee-5441	128	10	limited	limited	ADJ
ajee-5441	128	11	linkage	linkage	NOUN
ajee-5441	128	12	to	to	ADP
ajee-5441	128	13	ai	ai	VERB
ajee-5441	128	14	integration	integration	NOUN
ajee-5441	128	15	.	.	PUNCT
ajee-5441	129	1	no	no	DET
ajee-5441	129	2	mention	mention	NOUN
ajee-5441	129	3	of	of	ADP
ajee-5441	129	4	educational	educational	ADJ
ajee-5441	129	5	strategies	strategy	NOUN
ajee-5441	129	6	or	or	CCONJ
ajee-5441	129	7	their	their	PRON
ajee-5441	129	8	alignment	alignment	NOUN
ajee-5441	129	9	with	with	ADP
ajee-5441	129	10	ai	ai	PROPN
ajee-5441	129	11	tools	tool	NOUN
ajee-5441	129	12	.	.	PUNCT
ajee-5441	130	1	content	content	NOUN
ajee-5441	130	2	delivery	delivery	NOUN
ajee-5441	130	3	bias	bias	NOUN
ajee-5441	130	4	(	(	PUNCT
ajee-5441	130	5	c	c	NOUN
ajee-5441	130	6	)	)	PUNCT
ajee-5441	130	7	includes	include	VERB
ajee-5441	130	8	access	access	NOUN
ajee-5441	130	9	to	to	ADP
ajee-5441	130	10	aigenerated	aigenerate	VERB
ajee-5441	130	11	learning	learn	VERB
ajee-5441	130	12	materials	material	NOUN
ajee-5441	130	13	,	,	PUNCT
ajee-5441	130	14	adaptive	adaptive	ADJ
ajee-5441	130	15	content	content	NOUN
ajee-5441	130	16	examples	example	NOUN
ajee-5441	130	17	,	,	PUNCT
ajee-5441	130	18	and	and	CCONJ
ajee-5441	130	19	tools	tool	NOUN
ajee-5441	130	20	used	use	VERB
ajee-5441	130	21	to	to	PART
ajee-5441	130	22	deliver	deliver	VERB
ajee-5441	130	23	personalized	personalized	ADJ
ajee-5441	130	24	experiences	experience	NOUN
ajee-5441	130	25	.	.	PUNCT
ajee-5441	131	1	some	some	DET
ajee-5441	131	2	educational	educational	ADJ
ajee-5441	131	3	content	content	NOUN
ajee-5441	131	4	or	or	CCONJ
ajee-5441	131	5	tools	tool	NOUN
ajee-5441	131	6	mentioned	mention	VERB
ajee-5441	131	7	,	,	PUNCT
ajee-5441	131	8	but	but	CCONJ
ajee-5441	131	9	insufficient	insufficient	ADJ
ajee-5441	131	10	to	to	PART
ajee-5441	131	11	replicate	replicate	VERB
ajee-5441	131	12	or	or	CCONJ
ajee-5441	131	13	evaluate	evaluate	VERB
ajee-5441	131	14	the	the	DET
ajee-5441	131	15	intervention	intervention	NOUN
ajee-5441	131	16	.	.	PUNCT
ajee-5441	132	1	no	no	DET
ajee-5441	132	2	educational	educational	ADJ
ajee-5441	132	3	materials	material	NOUN
ajee-5441	132	4	or	or	CCONJ
ajee-5441	132	5	delivery	delivery	NOUN
ajee-5441	132	6	mechanisms	mechanism	NOUN
ajee-5441	132	7	described	describe	VERB
ajee-5441	132	8	.	.	PUNCT
ajee-5441	133	1	pa	pa	PROPN
ajee-5441	133	2	ge	ge	PROPN
ajee-5441	133	3	13	13	NUM
ajee-5441	133	4	1	1	NUM
ajee-5441	133	5	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-5441	133	6	am	am	NOUN
ajee-5441	133	7	.	.	PUNCT
ajee-5441	134	1	j.	j.	PROPN
ajee-5441	134	2	environ	environ	PROPN
ajee-5441	134	3	econ	econ	PROPN
ajee-5441	134	4	.	.	PUNCT
ajee-5441	135	1	4(1	4(1	X
ajee-5441	135	2	)	)	PUNCT
ajee-5441	136	1	127	127	NUM
ajee-5441	136	2	-	-	SYM
ajee-5441	136	3	135	135	NUM
ajee-5441	136	4	,	,	PUNCT
ajee-5441	136	5	2025	2025	NUM
ajee-5441	136	6	final	final	ADJ
ajee-5441	136	7	analysis	analysis	NOUN
ajee-5441	136	8	.	.	PUNCT
ajee-5441	137	1	they	they	PRON
ajee-5441	137	2	were	be	AUX
ajee-5441	137	3	considered	consider	VERB
ajee-5441	137	4	most	most	ADV
ajee-5441	137	5	pertinent	pertinent	ADJ
ajee-5441	137	6	for	for	ADP
ajee-5441	137	7	the	the	DET
ajee-5441	137	8	simple	simple	ADJ
ajee-5441	137	9	reason	reason	NOUN
ajee-5441	137	10	that	that	PRON
ajee-5441	137	11	they	they	PRON
ajee-5441	137	12	focused	focus	VERB
ajee-5441	137	13	on	on	ADP
ajee-5441	137	14	ai	ai	ADJ
ajee-5441	137	15	applications	application	NOUN
ajee-5441	137	16	specifically	specifically	ADV
ajee-5441	137	17	serving	serve	VERB
ajee-5441	137	18	personalization	personalization	NOUN
ajee-5441	137	19	learning	learning	NOUN
ajee-5441	137	20	strategies	strategy	NOUN
ajee-5441	137	21	.	.	PUNCT
ajee-5441	138	1	the	the	DET
ajee-5441	138	2	step	step	NOUN
ajee-5441	138	3	-	-	PUNCT
ajee-5441	138	4	by	by	ADP
ajee-5441	138	5	-	-	PUNCT
ajee-5441	138	6	step	step	NOUN
ajee-5441	138	7	selection	selection	NOUN
ajee-5441	138	8	process	process	NOUN
ajee-5441	138	9	is	be	AUX
ajee-5441	138	10	presented	present	VERB
ajee-5441	138	11	in	in	ADP
ajee-5441	138	12	a	a	DET
ajee-5441	138	13	prisma	prisma	NOUN
ajee-5441	138	14	flow	flow	NOUN
ajee-5441	138	15	diagram	diagram	NOUN
ajee-5441	138	16	(	(	PUNCT
ajee-5441	138	17	figure	figure	NOUN
ajee-5441	138	18	1	1	NUM
ajee-5441	138	19	)	)	PUNCT
ajee-5441	138	20	to	to	PART
ajee-5441	138	21	demonstrate	demonstrate	VERB
ajee-5441	138	22	the	the	DET
ajee-5441	138	23	exclusionary	exclusionary	ADJ
ajee-5441	138	24	process	process	NOUN
ajee-5441	138	25	of	of	ADP
ajee-5441	138	26	the	the	DET
ajee-5441	138	27	articles	article	NOUN
ajee-5441	138	28	from	from	ADP
ajee-5441	138	29	identification	identification	NOUN
ajee-5441	138	30	to	to	ADP
ajee-5441	138	31	inclusion	inclusion	NOUN
ajee-5441	138	32	.	.	PUNCT
ajee-5441	139	1	figure	figure	NOUN
ajee-5441	139	2	1	1	NUM
ajee-5441	139	3	.	.	PUNCT
ajee-5441	140	1	prisma	prisma	PROPN
ajee-5441	140	2	flow	flow	PROPN
ajee-5441	140	3	diagram	diagram	NOUN
ajee-5441	140	4	the	the	DET
ajee-5441	140	5	initial	initial	ADJ
ajee-5441	140	6	search	search	NOUN
ajee-5441	140	7	identified	identify	VERB
ajee-5441	140	8	17,899	17,899	NUM
ajee-5441	140	9	records	record	NOUN
ajee-5441	140	10	.	.	PUNCT
ajee-5441	141	1	after	after	ADP
ajee-5441	141	2	removing	remove	VERB
ajee-5441	141	3	duplicates	duplicate	NOUN
ajee-5441	141	4	,	,	PUNCT
ajee-5441	141	5	17454	17454	NUM
ajee-5441	141	6	remained	remain	VERB
ajee-5441	141	7	for	for	ADP
ajee-5441	141	8	screening	screen	VERB
ajee-5441	141	9	.	.	PUNCT
ajee-5441	142	1	of	of	ADP
ajee-5441	142	2	these	these	PRON
ajee-5441	142	3	,	,	PUNCT
ajee-5441	142	4	699	699	NUM
ajee-5441	142	5	underwent	underwent	ADJ
ajee-5441	142	6	full	full	ADJ
ajee-5441	142	7	-	-	PUNCT
ajee-5441	142	8	text	text	NOUN
ajee-5441	142	9	review	review	NOUN
ajee-5441	142	10	,	,	PUNCT
ajee-5441	142	11	with	with	ADP
ajee-5441	142	12	654	654	NUM
ajee-5441	142	13	excluded	exclude	VERB
ajee-5441	142	14	for	for	ADP
ajee-5441	142	15	reasons	reason	NOUN
ajee-5441	142	16	including	include	VERB
ajee-5441	142	17	a	a	DET
ajee-5441	142	18	lack	lack	NOUN
ajee-5441	142	19	of	of	ADP
ajee-5441	142	20	empirical	empirical	ADJ
ajee-5441	142	21	data	datum	NOUN
ajee-5441	142	22	,	,	PUNCT
ajee-5441	142	23	a	a	DET
ajee-5441	142	24	nonhigher	nonhigher	ADJ
ajee-5441	142	25	-	-	PUNCT
ajee-5441	142	26	education	education	NOUN
ajee-5441	142	27	focus	focus	NOUN
ajee-5441	142	28	,	,	PUNCT
ajee-5441	142	29	and	and	CCONJ
ajee-5441	142	30	methodological	methodological	ADJ
ajee-5441	142	31	weaknesses	weakness	NOUN
ajee-5441	142	32	.	.	PUNCT
ajee-5441	143	1	the	the	DET
ajee-5441	143	2	final	final	ADJ
ajee-5441	143	3	review	review	NOUN
ajee-5441	143	4	included	include	VERB
ajee-5441	143	5	45	45	NUM
ajee-5441	143	6	studies	study	NOUN
ajee-5441	143	7	.	.	PUNCT
ajee-5441	144	1	characteristics	characteristic	NOUN
ajee-5441	144	2	of	of	ADP
ajee-5441	144	3	included	include	VERB
ajee-5441	144	4	studies	study	NOUN
ajee-5441	144	5	the	the	DET
ajee-5441	144	6	45	45	NUM
ajee-5441	144	7	studies	study	NOUN
ajee-5441	144	8	included	include	VERB
ajee-5441	144	9	in	in	ADP
ajee-5441	144	10	this	this	DET
ajee-5441	144	11	review	review	NOUN
ajee-5441	144	12	explored	explore	VERB
ajee-5441	144	13	various	various	ADJ
ajee-5441	144	14	applications	application	NOUN
ajee-5441	144	15	of	of	ADP
ajee-5441	144	16	ai	ai	VERB
ajee-5441	144	17	in	in	ADP
ajee-5441	144	18	persignalized	persignalize	VERB
ajee-5441	144	19	learning	learning	NOUN
ajee-5441	144	20	in	in	ADP
ajee-5441	144	21	higher	high	ADJ
ajee-5441	144	22	education	education	NOUN
ajee-5441	144	23	.	.	PUNCT
ajee-5441	145	1	the	the	DET
ajee-5441	145	2	characteristics	characteristic	NOUN
ajee-5441	145	3	of	of	ADP
ajee-5441	145	4	the	the	DET
ajee-5441	145	5	included	include	VERB
ajee-5441	145	6	studies	study	NOUN
ajee-5441	145	7	are	be	AUX
ajee-5441	145	8	summarized	summarize	VERB
ajee-5441	145	9	in	in	ADP
ajee-5441	145	10	table	table	NOUN
ajee-5441	145	11	3	3	NUM
ajee-5441	145	12	.	.	PUNCT
ajee-5441	145	13	table	table	NOUN
ajee-5441	145	14	3	3	NUM
ajee-5441	145	15	:	:	PUNCT
ajee-5441	145	16	summary	summary	NOUN
ajee-5441	145	17	of	of	ADP
ajee-5441	145	18	included	include	VERB
ajee-5441	145	19	studies	study	NOUN
ajee-5441	145	20	on	on	ADP
ajee-5441	145	21	ai	ai	VERB
ajee-5441	145	22	for	for	ADP
ajee-5441	145	23	personalized	personalized	ADJ
ajee-5441	145	24	learning	learning	NOUN
ajee-5441	145	25	in	in	ADP
ajee-5441	145	26	education	education	NOUN
ajee-5441	145	27	authors	author	NOUN
ajee-5441	145	28	&	&	CCONJ
ajee-5441	145	29	year	year	NOUN
ajee-5441	145	30	ai	ai	VERB
ajee-5441	145	31	intervention	intervention	PROPN
ajee-5441	145	32	/	/	SYM
ajee-5441	145	33	development	development	NOUN
ajee-5441	145	34	key	key	ADJ
ajee-5441	145	35	outcomes	outcome	NOUN
ajee-5441	145	36	for	for	ADP
ajee-5441	145	37	personalized	personalized	ADJ
ajee-5441	145	38	learning	learning	NOUN
ajee-5441	145	39	fu	fu	PROPN
ajee-5441	145	40	&	&	CCONJ
ajee-5441	145	41	weng	weng	PROPN
ajee-5441	145	42	,	,	PUNCT
ajee-5441	145	43	(	(	PUNCT
ajee-5441	145	44	2024	2024	NUM
ajee-5441	145	45	)	)	PUNCT
ajee-5441	145	46	ethical	ethical	ADJ
ajee-5441	145	47	and	and	CCONJ
ajee-5441	145	48	infrastructural	infrastructural	ADJ
ajee-5441	145	49	review	review	NOUN
ajee-5441	145	50	of	of	ADP
ajee-5441	145	51	ai	ai	NOUN
ajee-5441	145	52	in	in	ADP
ajee-5441	145	53	education	education	NOUN
ajee-5441	146	1	ai	ai	AUX
ajee-5441	146	2	enhances	enhance	NOUN
ajee-5441	146	3	efficiency	efficiency	NOUN
ajee-5441	146	4	but	but	CCONJ
ajee-5441	146	5	raises	raise	VERB
ajee-5441	146	6	ethical	ethical	ADJ
ajee-5441	146	7	concerns	concern	NOUN
ajee-5441	146	8	aljabr	aljabr	NOUN
ajee-5441	146	9	&	&	CCONJ
ajee-5441	146	10	al	al	PROPN
ajee-5441	146	11	-	-	PUNCT
ajee-5441	146	12	ahdal	ahdal	PROPN
ajee-5441	146	13	,	,	PUNCT
ajee-5441	146	14	(	(	PUNCT
ajee-5441	146	15	2024	2024	NUM
ajee-5441	146	16	)	)	PUNCT
ajee-5441	146	17	examines	examine	VERB
ajee-5441	146	18	ethical	ethical	ADJ
ajee-5441	146	19	/	/	SYM
ajee-5441	146	20	social	social	ADJ
ajee-5441	146	21	implications	implication	NOUN
ajee-5441	146	22	of	of	ADP
ajee-5441	146	23	ai	ai	NOUN
ajee-5441	146	24	in	in	ADP
ajee-5441	146	25	pedagogy	pedagogy	NOUN
ajee-5441	146	26	benefits	benefit	NOUN
ajee-5441	146	27	exist	exist	VERB
ajee-5441	146	28	,	,	PUNCT
ajee-5441	146	29	but	but	CCONJ
ajee-5441	146	30	risks	risk	NOUN
ajee-5441	146	31	include	include	VERB
ajee-5441	146	32	bias	bias	NOUN
ajee-5441	146	33	and	and	CCONJ
ajee-5441	146	34	integrity	integrity	NOUN
ajee-5441	146	35	issues	issue	NOUN
ajee-5441	146	36	wang	wang	PROPN
ajee-5441	146	37	,	,	PUNCT
ajee-5441	146	38	(	(	PUNCT
ajee-5441	146	39	2023	2023	NUM
ajee-5441	146	40	)	)	PUNCT
ajee-5441	146	41	iot	iot	PROPN
ajee-5441	146	42	-	-	PUNCT
ajee-5441	146	43	ai	ai	NOUN
ajee-5441	146	44	based	base	VERB
ajee-5441	146	45	recommendation	recommendation	NOUN
ajee-5441	146	46	system	system	NOUN
ajee-5441	146	47	improves	improve	VERB
ajee-5441	146	48	personalization	personalization	NOUN
ajee-5441	146	49	in	in	ADP
ajee-5441	146	50	course	course	NOUN
ajee-5441	146	51	selection	selection	NOUN
ajee-5441	146	52	simbeck	simbeck	NOUN
ajee-5441	146	53	,	,	PUNCT
ajee-5441	146	54	(	(	PUNCT
ajee-5441	146	55	2024	2024	NUM
ajee-5441	146	56	)	)	PUNCT
ajee-5441	146	57	dataset	dataset	NOUN
ajee-5441	146	58	for	for	ADP
ajee-5441	146	59	learning	learn	VERB
ajee-5441	146	60	analytics	analytic	NOUN
ajee-5441	146	61	enables	enable	VERB
ajee-5441	146	62	adaptive	adaptive	ADJ
ajee-5441	146	63	learning	learn	VERB
ajee-5441	146	64	through	through	ADP
ajee-5441	146	65	data	datum	NOUN
ajee-5441	146	66	bognár	bognár	NOUN
ajee-5441	146	67	et	et	PROPN
ajee-5441	146	68	al	al	PROPN
ajee-5441	146	69	.	.	PROPN
ajee-5441	147	1	(	(	PUNCT
ajee-5441	147	2	2024	2024	NUM
ajee-5441	147	3	)	)	PUNCT
ajee-5441	147	4	ai	ai	VERB
ajee-5441	147	5	vs.	vs.	ADP
ajee-5441	147	6	classical	classical	ADJ
ajee-5441	147	7	learning	learning	NOUN
ajee-5441	147	8	theories	theory	NOUN
ajee-5441	147	9	higher	high	ADJ
ajee-5441	147	10	engagement	engagement	NOUN
ajee-5441	147	11	with	with	ADP
ajee-5441	147	12	blended	blend	VERB
ajee-5441	147	13	ai	ai	ADJ
ajee-5441	147	14	-	-	PUNCT
ajee-5441	147	15	classical	classical	ADJ
ajee-5441	147	16	models	model	NOUN
ajee-5441	147	17	stahl	stahl	PROPN
ajee-5441	147	18	&	&	CCONJ
ajee-5441	147	19	eke	eke	ADJ
ajee-5441	147	20	,	,	PUNCT
ajee-5441	147	21	(	(	PUNCT
ajee-5441	147	22	2024	2024	NUM
ajee-5441	147	23	)	)	PUNCT
ajee-5441	147	24	analytical	analytical	ADJ
ajee-5441	147	25	review	review	NOUN
ajee-5441	147	26	on	on	ADP
ajee-5441	147	27	chatgpt	chatgpt	NOUN
ajee-5441	147	28	ethics	ethic	NOUN
ajee-5441	147	29	pedagogical	pedagogical	ADJ
ajee-5441	147	30	value	value	NOUN
ajee-5441	147	31	balanced	balance	VERB
ajee-5441	147	32	by	by	ADP
ajee-5441	147	33	ethical	ethical	ADJ
ajee-5441	147	34	issues	issue	NOUN
ajee-5441	147	35	chan	chan	PROPN
ajee-5441	147	36	&	&	CCONJ
ajee-5441	147	37	hu	hu	PROPN
ajee-5441	147	38	(	(	PUNCT
ajee-5441	147	39	2023	2023	NUM
ajee-5441	147	40	)	)	PUNCT
ajee-5441	147	41	student	student	NOUN
ajee-5441	147	42	perception	perception	NOUN
ajee-5441	147	43	of	of	ADP
ajee-5441	147	44	generative	generative	NOUN
ajee-5441	147	45	ai	ai	VERB
ajee-5441	147	46	mostly	mostly	ADV
ajee-5441	147	47	positive	positive	ADJ
ajee-5441	147	48	with	with	ADP
ajee-5441	147	49	minor	minor	ADJ
ajee-5441	147	50	concerns	concern	NOUN
ajee-5441	147	51	chan	chan	PROPN
ajee-5441	147	52	&	&	CCONJ
ajee-5441	147	53	tsi	tsi	PROPN
ajee-5441	147	54	(	(	PUNCT
ajee-5441	147	55	2024	2024	NUM
ajee-5441	147	56	)	)	PUNCT
ajee-5441	147	57	generational	generational	ADJ
ajee-5441	147	58	comparison	comparison	NOUN
ajee-5441	147	59	on	on	ADP
ajee-5441	147	60	ai	ai	PROPN
ajee-5441	147	61	gen	gen	PROPN
ajee-5441	147	62	z	z	PROPN
ajee-5441	147	63	shows	show	VERB
ajee-5441	147	64	higher	high	ADJ
ajee-5441	147	65	enthusiasm	enthusiasm	NOUN
ajee-5441	147	66	idrisov	idrisov	NOUN
ajee-5441	147	67	&	&	CCONJ
ajee-5441	147	68	schlippe	schlippe	PROPN
ajee-5441	147	69	,	,	PUNCT
ajee-5441	147	70	(	(	PUNCT
ajee-5441	147	71	2024	2024	NUM
ajee-5441	147	72	)	)	PUNCT
ajee-5441	147	73	adaptive	adaptive	NOUN
ajee-5441	147	74	ai	ai	AUX
ajee-5441	147	75	learning	learn	VERB
ajee-5441	147	76	modules	module	NOUN
ajee-5441	147	77	instructor	instructor	NOUN
ajee-5441	147	78	support	support	NOUN
ajee-5441	147	79	enhances	enhance	NOUN
ajee-5441	147	80	ai	ai	VERB
ajee-5441	147	81	outcomes	outcome	NOUN
ajee-5441	147	82	pa	pa	PROPN
ajee-5441	147	83	ge	ge	PROPN
ajee-5441	147	84	13	13	NUM
ajee-5441	147	85	2	2	NUM
ajee-5441	147	86	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-5441	147	87	am	am	NOUN
ajee-5441	147	88	.	.	PUNCT
ajee-5441	148	1	j.	j.	PROPN
ajee-5441	148	2	environ	environ	PROPN
ajee-5441	148	3	econ	econ	PROPN
ajee-5441	148	4	.	.	PUNCT
ajee-5441	149	1	4(1	4(1	X
ajee-5441	149	2	)	)	PUNCT
ajee-5441	150	1	127	127	NUM
ajee-5441	150	2	-	-	SYM
ajee-5441	150	3	135	135	NUM
ajee-5441	150	4	,	,	PUNCT
ajee-5441	150	5	2025	2025	NUM
ajee-5441	150	6	eltahir	eltahir	PROPN
ajee-5441	150	7	&	&	CCONJ
ajee-5441	150	8	babiker	babiker	PROPN
ajee-5441	150	9	,	,	PUNCT
ajee-5441	150	10	(	(	PUNCT
ajee-5441	150	11	2024	2024	NUM
ajee-5441	150	12	)	)	PUNCT
ajee-5441	150	13	ai	ai	VERB
ajee-5441	150	14	impact	impact	NOUN
ajee-5441	150	15	on	on	ADP
ajee-5441	150	16	e	e	NOUN
ajee-5441	150	17	-	-	ADJ
ajee-5441	150	18	learning	learn	VERB
ajee-5441	150	19	performance	performance	NOUN
ajee-5441	150	20	improvement	improvement	NOUN
ajee-5441	150	21	in	in	ADP
ajee-5441	150	22	student	student	NOUN
ajee-5441	150	23	performance	performance	NOUN
ajee-5441	150	24	davison	davison	PROPN
ajee-5441	150	25	et	et	PROPN
ajee-5441	150	26	al	al	PROPN
ajee-5441	150	27	.	.	PROPN
ajee-5441	151	1	(	(	PUNCT
ajee-5441	151	2	2024	2024	NUM
ajee-5441	151	3	)	)	PUNCT
ajee-5441	151	4	ethical	ethical	ADJ
ajee-5441	151	5	analysis	analysis	NOUN
ajee-5441	151	6	of	of	ADP
ajee-5441	151	7	generative	generative	ADJ
ajee-5441	151	8	ai	ai	VERB
ajee-5441	151	9	benefits	benefit	NOUN
ajee-5441	151	10	with	with	ADP
ajee-5441	151	11	significant	significant	ADJ
ajee-5441	151	12	integrity	integrity	NOUN
ajee-5441	151	13	concerns	concern	NOUN
ajee-5441	151	14	abulibdeh	abulibdeh	PRON
ajee-5441	151	15	et	et	PROPN
ajee-5441	151	16	al	al	PROPN
ajee-5441	151	17	.	.	PROPN
ajee-5441	152	1	(	(	PUNCT
ajee-5441	152	2	2025	2025	NUM
ajee-5441	152	3	)	)	PUNCT
ajee-5441	152	4	strategic	strategic	ADJ
ajee-5441	152	5	ai	ai	NOUN
ajee-5441	152	6	integration	integration	NOUN
ajee-5441	152	7	in	in	ADP
ajee-5441	152	8	higher	high	ADJ
ajee-5441	152	9	ed	ed	NOUN
ajee-5441	152	10	enhances	enhance	VERB
ajee-5441	152	11	admin	admin	ADJ
ajee-5441	152	12	efficiency	efficiency	NOUN
ajee-5441	152	13	and	and	CCONJ
ajee-5441	152	14	transformation	transformation	NOUN
ajee-5441	152	15	pardos	pardos	PROPN
ajee-5441	152	16	&	&	CCONJ
ajee-5441	152	17	bhandari	bhandari	PROPN
ajee-5441	152	18	,	,	PUNCT
ajee-5441	152	19	(	(	PUNCT
ajee-5441	152	20	2024	2024	NUM
ajee-5441	152	21	)	)	PUNCT
ajee-5441	152	22	chatgpt	chatgpt	NOUN
ajee-5441	152	23	for	for	ADP
ajee-5441	152	24	math	math	NOUN
ajee-5441	152	25	support	support	NOUN
ajee-5441	152	26	better	well	ADJ
ajee-5441	152	27	engagement	engagement	NOUN
ajee-5441	152	28	with	with	ADP
ajee-5441	152	29	minor	minor	ADJ
ajee-5441	152	30	limitations	limitation	NOUN
ajee-5441	152	31	nguyen	nguyen	NOUN
ajee-5441	152	32	&	&	CCONJ
ajee-5441	152	33	habók	habók	PROPN
ajee-5441	152	34	,	,	PUNCT
ajee-5441	152	35	(	(	PUNCT
ajee-5441	152	36	2024	2024	NUM
ajee-5441	152	37	)	)	PUNCT
ajee-5441	152	38	assessment	assessment	NOUN
ajee-5441	152	39	practices	practice	NOUN
ajee-5441	152	40	using	use	VERB
ajee-5441	152	41	digital	digital	ADJ
ajee-5441	152	42	tools	tool	NOUN
ajee-5441	152	43	ai	ai	VERB
ajee-5441	152	44	enhances	enhance	NOUN
ajee-5441	152	45	assessment	assessment	NOUN
ajee-5441	152	46	,	,	PUNCT
ajee-5441	152	47	teacher	teacher	NOUN
ajee-5441	152	48	training	training	NOUN
ajee-5441	152	49	needed	need	VERB
ajee-5441	152	50	yakubov	yakubov	PROPN
ajee-5441	152	51	et	et	PROPN
ajee-5441	152	52	al	al	PROPN
ajee-5441	152	53	.	.	PROPN
ajee-5441	153	1	(	(	PUNCT
ajee-5441	153	2	2024	2024	NUM
ajee-5441	153	3	)	)	PUNCT
ajee-5441	153	4	predictive	predictive	NOUN
ajee-5441	153	5	ai	ai	VERB
ajee-5441	153	6	in	in	ADP
ajee-5441	153	7	gamified	gamifie	VERB
ajee-5441	153	8	learning	learning	NOUN
ajee-5441	153	9	allows	allow	VERB
ajee-5441	153	10	early	early	ADJ
ajee-5441	153	11	performance	performance	NOUN
ajee-5441	153	12	intervention	intervention	NOUN
ajee-5441	153	13	crompton	crompton	PROPN
ajee-5441	153	14	et	et	PROPN
ajee-5441	153	15	al	al	PROPN
ajee-5441	153	16	.	.	PROPN
ajee-5441	154	1	(	(	PUNCT
ajee-5441	154	2	2024	2024	NUM
ajee-5441	154	3	)	)	PUNCT
ajee-5441	154	4	ai	ai	VERB
ajee-5441	154	5	to	to	PART
ajee-5441	154	6	support	support	VERB
ajee-5441	154	7	english	english	ADJ
ajee-5441	154	8	learning	learning	NOUN
ajee-5441	154	9	improved	improve	VERB
ajee-5441	154	10	proficiency	proficiency	NOUN
ajee-5441	154	11	and	and	CCONJ
ajee-5441	154	12	engagement	engagement	NOUN
ajee-5441	154	13	result	result	NOUN
ajee-5441	154	14	analysis	analysis	NOUN
ajee-5441	154	15	the	the	DET
ajee-5441	154	16	overview	overview	NOUN
ajee-5441	154	17	of	of	ADP
ajee-5441	154	18	studies	study	NOUN
ajee-5441	154	19	,	,	PUNCT
ajee-5441	154	20	in	in	ADP
ajee-5441	154	21	selected	select	VERB
ajee-5441	154	22	papers	paper	NOUN
ajee-5441	154	23	,	,	PUNCT
ajee-5441	154	24	shows	show	VERB
ajee-5441	154	25	that	that	SCONJ
ajee-5441	154	26	ai	ai	AUX
ajee-5441	154	27	occupies	occupy	VERB
ajee-5441	154	28	the	the	DET
ajee-5441	154	29	central	central	ADJ
ajee-5441	154	30	position	position	NOUN
ajee-5441	154	31	supporting	support	VERB
ajee-5441	154	32	the	the	DET
ajee-5441	154	33	personalization	personalization	NOUN
ajee-5441	154	34	of	of	ADP
ajee-5441	154	35	learning	learn	VERB
ajee-5441	154	36	since	since	ADV
ajee-5441	154	37	;	;	PUNCT
ajee-5441	154	38	by	by	ADP
ajee-5441	154	39	using	use	VERB
ajee-5441	154	40	it	it	PRON
ajee-5441	154	41	,	,	PUNCT
ajee-5441	154	42	the	the	DET
ajee-5441	154	43	system	system	NOUN
ajee-5441	154	44	can	can	AUX
ajee-5441	154	45	adjust	adjust	VERB
ajee-5441	154	46	content	content	NOUN
ajee-5441	154	47	and	and	CCONJ
ajee-5441	154	48	pedagogy	pedagogy	NOUN
ajee-5441	154	49	to	to	ADP
ajee-5441	154	50	a	a	DET
ajee-5441	154	51	particular	particular	ADJ
ajee-5441	154	52	learner	learner	NOUN
ajee-5441	154	53	.	.	PUNCT
ajee-5441	155	1	in	in	ADP
ajee-5441	155	2	this	this	DET
ajee-5441	155	3	regard	regard	NOUN
ajee-5441	155	4	,	,	PUNCT
ajee-5441	155	5	recommendation	recommendation	NOUN
ajee-5441	155	6	systems	system	NOUN
ajee-5441	155	7	using	use	VERB
ajee-5441	155	8	ai	ai	VERB
ajee-5441	155	9	technology	technology	NOUN
ajee-5441	155	10	have	have	AUX
ajee-5441	155	11	been	be	AUX
ajee-5441	155	12	identified	identify	VERB
ajee-5441	155	13	as	as	ADP
ajee-5441	155	14	highly	highly	ADV
ajee-5441	155	15	effective	effective	ADJ
ajee-5441	155	16	tools	tool	NOUN
ajee-5441	155	17	enabling	enable	VERB
ajee-5441	155	18	content	content	NOUN
ajee-5441	155	19	specialization	specialization	NOUN
ajee-5441	155	20	for	for	ADP
ajee-5441	155	21	teaching	teaching	NOUN
ajee-5441	155	22	,	,	PUNCT
ajee-5441	155	23	which	which	PRON
ajee-5441	155	24	can	can	AUX
ajee-5441	155	25	promote	promote	VERB
ajee-5441	155	26	student	student	NOUN
ajee-5441	155	27	interest	interest	NOUN
ajee-5441	155	28	in	in	ADP
ajee-5441	155	29	learning	learn	VERB
ajee-5441	155	30	and	and	CCONJ
ajee-5441	155	31	enhance	enhance	VERB
ajee-5441	155	32	knowledge	knowledge	NOUN
ajee-5441	155	33	consolidation	consolidation	NOUN
ajee-5441	155	34	.	.	PUNCT
ajee-5441	156	1	it	it	PRON
ajee-5441	156	2	has	have	AUX
ajee-5441	156	3	been	be	AUX
ajee-5441	156	4	shown	show	VERB
ajee-5441	156	5	in	in	ADP
ajee-5441	156	6	previous	previous	ADJ
ajee-5441	156	7	studies	study	NOUN
ajee-5441	156	8	that	that	SCONJ
ajee-5441	156	9	with	with	ADP
ajee-5441	156	10	adaptive	adaptive	ADJ
ajee-5441	156	11	feedback	feedback	NOUN
ajee-5441	156	12	,	,	PUNCT
ajee-5441	156	13	students	student	NOUN
ajee-5441	156	14	perform	perform	VERB
ajee-5441	156	15	significantly	significantly	ADV
ajee-5441	156	16	better	well	ADV
ajee-5441	156	17	in	in	ADP
ajee-5441	156	18	academic	academic	ADJ
ajee-5441	156	19	tasks	task	NOUN
ajee-5441	156	20	with	with	ADP
ajee-5441	156	21	intelligent	intelligent	ADJ
ajee-5441	156	22	tutoring	tutoring	NOUN
ajee-5441	156	23	systems	system	NOUN
ajee-5441	156	24	.	.	PUNCT
ajee-5441	157	1	moreover	moreover	ADV
ajee-5441	157	2	,	,	PUNCT
ajee-5441	157	3	ai	ai	ADJ
ajee-5441	157	4	-	-	PUNCT
ajee-5441	157	5	driven	drive	VERB
ajee-5441	157	6	real	real	ADJ
ajee-5441	157	7	-	-	PUNCT
ajee-5441	157	8	time	time	NOUN
ajee-5441	157	9	learning	learn	VERB
ajee-5441	157	10	analytics	analytic	NOUN
ajee-5441	157	11	enable	enable	VERB
ajee-5441	157	12	early	early	ADJ
ajee-5441	157	13	predictability	predictability	NOUN
ajee-5441	157	14	of	of	ADP
ajee-5441	157	15	at	at	ADP
ajee-5441	157	16	-	-	PUNCT
ajee-5441	157	17	risk	risk	NOUN
ajee-5441	157	18	students	student	NOUN
ajee-5441	157	19	,	,	PUNCT
ajee-5441	157	20	triggering	trigger	VERB
ajee-5441	157	21	timely	timely	ADV
ajee-5441	157	22	and	and	CCONJ
ajee-5441	157	23	focused	focus	VERB
ajee-5441	157	24	pedagogic	pedagogic	ADJ
ajee-5441	157	25	interposition	interposition	NOUN
ajee-5441	157	26	.	.	PUNCT
ajee-5441	158	1	the	the	DET
ajee-5441	158	2	innovations	innovation	NOUN
ajee-5441	158	3	demonstrate	demonstrate	VERB
ajee-5441	158	4	ai	ai	VERB
ajee-5441	158	5	’s	’s	PART
ajee-5441	158	6	power	power	NOUN
ajee-5441	158	7	to	to	PART
ajee-5441	158	8	adapt	adapt	VERB
ajee-5441	158	9	instruction	instruction	NOUN
ajee-5441	158	10	to	to	ADP
ajee-5441	158	11	individual	individual	ADJ
ajee-5441	158	12	learners	learner	NOUN
ajee-5441	158	13	,	,	PUNCT
ajee-5441	158	14	transforming	transform	VERB
ajee-5441	158	15	education	education	NOUN
ajee-5441	158	16	to	to	PART
ajee-5441	158	17	be	be	AUX
ajee-5441	158	18	more	more	ADV
ajee-5441	158	19	adaptive	adaptive	ADJ
ajee-5441	158	20	and	and	CCONJ
ajee-5441	158	21	learner	learner	NOUN
ajee-5441	158	22	-	-	PUNCT
ajee-5441	158	23	centered	center	VERB
ajee-5441	158	24	,	,	PUNCT
ajee-5441	158	25	whether	whether	SCONJ
ajee-5441	158	26	in	in	ADP
ajee-5441	158	27	classrooms	classroom	NOUN
ajee-5441	158	28	or	or	CCONJ
ajee-5441	158	29	online	online	NOUN
ajee-5441	158	30	.	.	PUNCT
ajee-5441	159	1	across	across	ADP
ajee-5441	159	2	multiple	multiple	ADJ
ajee-5441	159	3	trials	trial	NOUN
ajee-5441	159	4	,	,	PUNCT
ajee-5441	159	5	this	this	PRON
ajee-5441	159	6	and	and	CCONJ
ajee-5441	159	7	other	other	ADJ
ajee-5441	159	8	ai	ai	ADJ
ajee-5441	159	9	-	-	PUNCT
ajee-5441	159	10	enhanced	enhance	VERB
ajee-5441	159	11	tools	tool	NOUN
ajee-5441	159	12	improved	improve	VERB
ajee-5441	159	13	motivation	motivation	NOUN
ajee-5441	159	14	,	,	PUNCT
ajee-5441	159	15	test	test	NOUN
ajee-5441	159	16	scores	score	NOUN
ajee-5441	159	17	,	,	PUNCT
ajee-5441	159	18	and	and	CCONJ
ajee-5441	159	19	satisfaction	satisfaction	NOUN
ajee-5441	159	20	with	with	ADP
ajee-5441	159	21	learning	learning	NOUN
ajee-5441	159	22	,	,	PUNCT
ajee-5441	159	23	according	accord	VERB
ajee-5441	159	24	to	to	ADP
ajee-5441	159	25	students	student	NOUN
ajee-5441	159	26	who	who	PRON
ajee-5441	159	27	used	use	VERB
ajee-5441	159	28	the	the	DET
ajee-5441	159	29	tools	tool	NOUN
ajee-5441	159	30	in	in	ADP
ajee-5441	159	31	the	the	DET
ajee-5441	159	32	studies	study	NOUN
ajee-5441	159	33	.	.	PUNCT
ajee-5441	160	1	adaptative	adaptative	ADJ
ajee-5441	160	2	ai	ai	VERB
ajee-5441	160	3	in	in	ADP
ajee-5441	160	4	higher	high	ADJ
ajee-5441	160	5	education	education	NOUN
ajee-5441	160	6	settings	setting	NOUN
ajee-5441	160	7	has	have	AUX
ajee-5441	160	8	demonstrated	demonstrate	VERB
ajee-5441	160	9	the	the	DET
ajee-5441	160	10	potential	potential	NOUN
ajee-5441	160	11	to	to	PART
ajee-5441	160	12	make	make	VERB
ajee-5441	160	13	a	a	DET
ajee-5441	160	14	substantial	substantial	ADJ
ajee-5441	160	15	impact	impact	NOUN
ajee-5441	160	16	on	on	ADP
ajee-5441	160	17	both	both	DET
ajee-5441	160	18	students	student	NOUN
ajee-5441	160	19	’	'	PUNCT
ajee-5441	160	20	academic	academic	ADJ
ajee-5441	160	21	performance	performance	NOUN
ajee-5441	160	22	and	and	CCONJ
ajee-5441	160	23	course	course	VERB
ajee-5441	160	24	completion	completion	NOUN
ajee-5441	160	25	rates	rate	NOUN
ajee-5441	160	26	,	,	PUNCT
ajee-5441	160	27	thus	thus	ADV
ajee-5441	160	28	demonstrating	demonstrate	VERB
ajee-5441	160	29	ai	ai	VERB
ajee-5441	160	30	’s	’s	PART
ajee-5441	160	31	potential	potential	NOUN
ajee-5441	160	32	in	in	ADP
ajee-5441	160	33	tertiary	tertiary	ADJ
ajee-5441	160	34	education	education	NOUN
ajee-5441	160	35	scenarios	scenario	NOUN
ajee-5441	160	36	.	.	PUNCT
ajee-5441	161	1	nevertheless	nevertheless	ADV
ajee-5441	161	2	,	,	PUNCT
ajee-5441	161	3	the	the	DET
ajee-5441	161	4	embedding	embedding	NOUN
ajee-5441	161	5	of	of	ADP
ajee-5441	161	6	ai	ai	ADJ
ajee-5441	161	7	tools	tool	NOUN
ajee-5441	161	8	in	in	ADP
ajee-5441	161	9	contemporary	contemporary	ADJ
ajee-5441	161	10	educational	educational	ADJ
ajee-5441	161	11	systems	system	NOUN
ajee-5441	161	12	is	be	AUX
ajee-5441	161	13	not	not	PART
ajee-5441	161	14	exempt	exempt	ADJ
ajee-5441	161	15	from	from	ADP
ajee-5441	161	16	its	its	PRON
ajee-5441	161	17	difficulties	difficulty	NOUN
ajee-5441	161	18	.	.	PUNCT
ajee-5441	162	1	ethical	ethical	ADJ
ajee-5441	162	2	considerations	consideration	NOUN
ajee-5441	162	3	concerning	concern	VERB
ajee-5441	162	4	data	data	NOUN
ajee-5441	162	5	privacy	privacy	NOUN
ajee-5441	162	6	,	,	PUNCT
ajee-5441	162	7	transparency	transparency	NOUN
ajee-5441	162	8	,	,	PUNCT
ajee-5441	162	9	and	and	CCONJ
ajee-5441	162	10	potential	potential	ADJ
ajee-5441	162	11	biases	bias	NOUN
ajee-5441	162	12	also	also	ADV
ajee-5441	162	13	persist	persist	VERB
ajee-5441	162	14	.	.	PUNCT
ajee-5441	163	1	the	the	DET
ajee-5441	163	2	widespread	widespread	ADJ
ajee-5441	163	3	collection	collection	NOUN
ajee-5441	163	4	and	and	CCONJ
ajee-5441	163	5	analysis	analysis	NOUN
ajee-5441	163	6	of	of	ADP
ajee-5441	163	7	data	datum	NOUN
ajee-5441	163	8	on	on	ADP
ajee-5441	163	9	education	education	NOUN
ajee-5441	163	10	from	from	ADP
ajee-5441	163	11	higher	high	ADJ
ajee-5441	163	12	educational	educational	ADJ
ajee-5441	163	13	institutions	institution	NOUN
ajee-5441	163	14	come	come	VERB
ajee-5441	163	15	with	with	ADP
ajee-5441	163	16	additional	additional	ADJ
ajee-5441	163	17	challenges	challenge	NOUN
ajee-5441	163	18	while	while	SCONJ
ajee-5441	163	19	focusing	focus	VERB
ajee-5441	163	20	on	on	ADP
ajee-5441	163	21	privacy	privacy	NOUN
ajee-5441	163	22	laws	law	NOUN
ajee-5441	163	23	and	and	CCONJ
ajee-5441	163	24	ethical	ethical	ADJ
ajee-5441	163	25	guidelines	guideline	NOUN
ajee-5441	163	26	.	.	PUNCT
ajee-5441	164	1	establishing	establish	VERB
ajee-5441	164	2	trust	trust	NOUN
ajee-5441	164	3	among	among	ADP
ajee-5441	164	4	students	student	NOUN
ajee-5441	164	5	and	and	CCONJ
ajee-5441	164	6	educators	educator	NOUN
ajee-5441	164	7	involves	involve	VERB
ajee-5441	164	8	clear	clear	ADJ
ajee-5441	164	9	communication	communication	NOUN
ajee-5441	164	10	about	about	ADP
ajee-5441	164	11	how	how	SCONJ
ajee-5441	164	12	data	datum	NOUN
ajee-5441	164	13	is	be	AUX
ajee-5441	164	14	used	use	VERB
ajee-5441	164	15	and	and	CCONJ
ajee-5441	164	16	protected	protect	VERB
ajee-5441	164	17	.	.	PUNCT
ajee-5441	165	1	the	the	DET
ajee-5441	165	2	successful	successful	ADJ
ajee-5441	165	3	deployment	deployment	NOUN
ajee-5441	165	4	of	of	ADP
ajee-5441	165	5	ai	ai	NOUN
ajee-5441	165	6	tools	tool	NOUN
ajee-5441	165	7	also	also	ADV
ajee-5441	165	8	depends	depend	VERB
ajee-5441	165	9	a	a	DET
ajee-5441	165	10	lot	lot	NOUN
ajee-5441	165	11	on	on	ADP
ajee-5441	165	12	teacher	teacher	NOUN
ajee-5441	165	13	readiness	readiness	NOUN
ajee-5441	165	14	.	.	PUNCT
ajee-5441	166	1	one	one	NUM
ajee-5441	166	2	of	of	ADP
ajee-5441	166	3	the	the	DET
ajee-5441	166	4	common	common	ADJ
ajee-5441	166	5	challenges	challenge	NOUN
ajee-5441	166	6	discussed	discuss	VERB
ajee-5441	166	7	in	in	ADP
ajee-5441	166	8	several	several	ADJ
ajee-5441	166	9	research	research	NOUN
ajee-5441	166	10	works	work	NOUN
ajee-5441	166	11	is	be	AUX
ajee-5441	166	12	the	the	DET
ajee-5441	166	13	inadequacy	inadequacy	NOUN
ajee-5441	166	14	of	of	ADP
ajee-5441	166	15	teachers	teacher	NOUN
ajee-5441	166	16	’	’	PART
ajee-5441	166	17	training	training	NOUN
ajee-5441	166	18	,	,	PUNCT
ajee-5441	166	19	which	which	PRON
ajee-5441	166	20	can	can	AUX
ajee-5441	166	21	hinder	hinder	VERB
ajee-5441	166	22	the	the	DET
ajee-5441	166	23	effective	effective	ADJ
ajee-5441	166	24	incorporation	incorporation	NOUN
ajee-5441	166	25	of	of	ADP
ajee-5441	166	26	ai	ai	VERB
ajee-5441	166	27	into	into	ADP
ajee-5441	166	28	the	the	DET
ajee-5441	166	29	curriculum	curriculum	NOUN
ajee-5441	166	30	.	.	PUNCT
ajee-5441	167	1	widespread	widespread	ADJ
ajee-5441	167	2	availability	availability	NOUN
ajee-5441	167	3	of	of	ADP
ajee-5441	167	4	practical	practical	ADJ
ajee-5441	167	5	and	and	CCONJ
ajee-5441	167	6	pedagogical	pedagogical	ADJ
ajee-5441	167	7	experience	experience	NOUN
ajee-5441	167	8	of	of	ADP
ajee-5441	167	9	ai	ai	PROPN
ajee-5441	167	10	technologies	technology	NOUN
ajee-5441	167	11	there	there	PRON
ajee-5441	167	12	is	be	VERB
ajee-5441	167	13	limited	limited	ADJ
ajee-5441	167	14	knowledge	knowledge	NOUN
ajee-5441	167	15	among	among	ADP
ajee-5441	167	16	faculty	faculty	NOUN
ajee-5441	167	17	in	in	ADP
ajee-5441	167	18	many	many	ADJ
ajee-5441	167	19	institutions	institution	NOUN
ajee-5441	167	20	of	of	ADP
ajee-5441	167	21	the	the	DET
ajee-5441	167	22	operational	operational	ADJ
ajee-5441	167	23	and	and	CCONJ
ajee-5441	167	24	pedagogical	pedagogical	ADJ
ajee-5441	167	25	aspects	aspect	NOUN
ajee-5441	167	26	of	of	ADP
ajee-5441	167	27	ai	ai	PROPN
ajee-5441	167	28	technologies	technology	NOUN
ajee-5441	167	29	,	,	PUNCT
ajee-5441	167	30	which	which	PRON
ajee-5441	167	31	highlights	highlight	VERB
ajee-5441	167	32	the	the	DET
ajee-5441	167	33	need	need	NOUN
ajee-5441	167	34	for	for	ADP
ajee-5441	167	35	structured	structured	ADJ
ajee-5441	167	36	professional	professional	ADJ
ajee-5441	167	37	development	development	NOUN
ajee-5441	167	38	.	.	PUNCT
ajee-5441	168	1	however	however	ADV
ajee-5441	168	2	,	,	PUNCT
ajee-5441	168	3	several	several	ADJ
ajee-5441	168	4	researches	research	NOUN
ajee-5441	168	5	have	have	AUX
ajee-5441	168	6	shown	show	VERB
ajee-5441	168	7	the	the	DET
ajee-5441	168	8	potential	potential	NOUN
ajee-5441	168	9	of	of	ADP
ajee-5441	168	10	scalability	scalability	NOUN
ajee-5441	168	11	and	and	CCONJ
ajee-5441	168	12	personalization	personalization	NOUN
ajee-5441	168	13	of	of	ADP
ajee-5441	168	14	aibased	aibased	ADJ
ajee-5441	168	15	educational	educational	ADJ
ajee-5441	168	16	applications	application	NOUN
ajee-5441	168	17	.	.	PUNCT
ajee-5441	169	1	their	their	PRON
ajee-5441	169	2	effective	effective	ADJ
ajee-5441	169	3	translation	translation	NOUN
ajee-5441	169	4	relies	rely	VERB
ajee-5441	169	5	,	,	PUNCT
ajee-5441	169	6	however	however	ADV
ajee-5441	169	7	,	,	PUNCT
ajee-5441	169	8	on	on	ADP
ajee-5441	169	9	thoughtful	thoughtful	ADJ
ajee-5441	169	10	application	application	NOUN
ajee-5441	169	11	in	in	ADP
ajee-5441	169	12	context	context	NOUN
ajee-5441	169	13	and	and	CCONJ
ajee-5441	169	14	collaborative	collaborative	ADJ
ajee-5441	169	15	efforts	effort	NOUN
ajee-5441	169	16	from	from	ADP
ajee-5441	169	17	different	different	ADJ
ajee-5441	169	18	groups	group	NOUN
ajee-5441	169	19	of	of	ADP
ajee-5441	169	20	actors	actor	NOUN
ajee-5441	169	21	(	(	PUNCT
ajee-5441	169	22	among	among	ADP
ajee-5441	169	23	educators	educator	NOUN
ajee-5441	169	24	,	,	PUNCT
ajee-5441	169	25	technologists	technologist	NOUN
ajee-5441	169	26	,	,	PUNCT
ajee-5441	169	27	and	and	CCONJ
ajee-5441	169	28	policymakers	policymaker	NOUN
ajee-5441	169	29	)	)	PUNCT
ajee-5441	169	30	.	.	PUNCT
ajee-5441	170	1	the	the	DET
ajee-5441	170	2	methodological	methodological	ADJ
ajee-5441	170	3	quality	quality	NOUN
ajee-5441	170	4	of	of	ADP
ajee-5441	170	5	the	the	DET
ajee-5441	170	6	studies	study	NOUN
ajee-5441	170	7	was	be	AUX
ajee-5441	170	8	rated	rate	VERB
ajee-5441	170	9	moderate	moderate	ADJ
ajee-5441	170	10	to	to	ADP
ajee-5441	170	11	high	high	ADJ
ajee-5441	170	12	,	,	PUNCT
ajee-5441	170	13	with	with	SCONJ
ajee-5441	170	14	the	the	DET
ajee-5441	170	15	majority	majority	NOUN
ajee-5441	170	16	assessed	assess	VERB
ajee-5441	170	17	as	as	ADP
ajee-5441	170	18	low	low	ADJ
ajee-5441	170	19	risk	risk	NOUN
ajee-5441	170	20	of	of	ADP
ajee-5441	170	21	bias	bias	NOUN
ajee-5441	170	22	.	.	PUNCT
ajee-5441	171	1	the	the	DET
ajee-5441	171	2	robustness	robustness	NOUN
ajee-5441	171	3	is	be	AUX
ajee-5441	171	4	brought	bring	VERB
ajee-5441	171	5	about	about	ADP
ajee-5441	171	6	by	by	ADP
ajee-5441	171	7	rigorous	rigorous	ADJ
ajee-5441	171	8	research	research	NOUN
ajee-5441	171	9	designs	design	NOUN
ajee-5441	171	10	,	,	PUNCT
ajee-5441	171	11	and	and	CCONJ
ajee-5441	171	12	findings	finding	NOUN
ajee-5441	171	13	were	be	AUX
ajee-5441	171	14	published	publish	VERB
ajee-5441	171	15	in	in	ADP
ajee-5441	171	16	credible	credible	ADJ
ajee-5441	171	17	academic	academic	ADJ
ajee-5441	171	18	journals	journal	NOUN
ajee-5441	171	19	.	.	PUNCT
ajee-5441	172	1	discussion	discussion	NOUN
ajee-5441	172	2	this	this	DET
ajee-5441	172	3	review	review	NOUN
ajee-5441	172	4	emphasizes	emphasize	VERB
ajee-5441	172	5	the	the	DET
ajee-5441	172	6	revolutionary	revolutionary	ADJ
ajee-5441	172	7	integration	integration	NOUN
ajee-5441	172	8	of	of	ADP
ajee-5441	172	9	artificial	artificial	ADJ
ajee-5441	172	10	intelligence	intelligence	NOUN
ajee-5441	172	11	(	(	PUNCT
ajee-5441	172	12	ai	ai	NOUN
ajee-5441	172	13	)	)	PUNCT
ajee-5441	172	14	in	in	ADP
ajee-5441	172	15	personalized	personalized	ADJ
ajee-5441	172	16	learning	learning	NOUN
ajee-5441	172	17	at	at	ADP
ajee-5441	172	18	the	the	DET
ajee-5441	172	19	higher	high	ADJ
ajee-5441	172	20	education	education	NOUN
ajee-5441	172	21	level	level	NOUN
ajee-5441	172	22	.	.	PUNCT
ajee-5441	173	1	ai	ai	VERB
ajee-5441	173	2	-	-	PUNCT
ajee-5441	173	3	driven	drive	VERB
ajee-5441	173	4	solutions	solution	NOUN
ajee-5441	173	5	have	have	AUX
ajee-5441	173	6	consistently	consistently	ADV
ajee-5441	173	7	proven	prove	VERB
ajee-5441	173	8	to	to	PART
ajee-5441	173	9	be	be	AUX
ajee-5441	173	10	able	able	ADJ
ajee-5441	173	11	to	to	PART
ajee-5441	173	12	personalize	personalize	VERB
ajee-5441	173	13	instruction	instruction	NOUN
ajee-5441	173	14	for	for	ADP
ajee-5441	173	15	individual	individual	ADJ
ajee-5441	173	16	students	student	NOUN
ajee-5441	173	17	,	,	PUNCT
ajee-5441	173	18	increase	increase	VERB
ajee-5441	173	19	student	student	NOUN
ajee-5441	173	20	engagement	engagement	NOUN
ajee-5441	173	21	and	and	CCONJ
ajee-5441	173	22	motivation	motivation	NOUN
ajee-5441	173	23	,	,	PUNCT
ajee-5441	173	24	and	and	CCONJ
ajee-5441	173	25	yield	yield	VERB
ajee-5441	173	26	increased	increase	VERB
ajee-5441	173	27	academic	academic	ADJ
ajee-5441	173	28	achievement	achievement	NOUN
ajee-5441	173	29	(	(	PUNCT
ajee-5441	173	30	mallik	mallik	PROPN
ajee-5441	173	31	,	,	PUNCT
ajee-5441	173	32	2024	2024	NUM
ajee-5441	173	33	)	)	PUNCT
ajee-5441	173	34	.	.	PUNCT
ajee-5441	174	1	as	as	SCONJ
ajee-5441	174	2	follows	follow	VERB
ajee-5441	174	3	,	,	PUNCT
ajee-5441	174	4	the	the	DET
ajee-5441	174	5	findings	finding	NOUN
ajee-5441	174	6	described	describe	VERB
ajee-5441	174	7	,	,	PUNCT
ajee-5441	174	8	implications	implication	NOUN
ajee-5441	174	9	for	for	ADP
ajee-5441	174	10	pedagogies	pedagogy	NOUN
ajee-5441	174	11	and	and	CCONJ
ajee-5441	174	12	institutional	institutional	ADJ
ajee-5441	174	13	support	support	NOUN
ajee-5441	174	14	,	,	PUNCT
ajee-5441	174	15	concerns	concern	NOUN
ajee-5441	174	16	and	and	CCONJ
ajee-5441	174	17	limitations	limitation	NOUN
ajee-5441	174	18	regarding	regard	VERB
ajee-5441	174	19	the	the	DET
ajee-5441	174	20	existing	exist	VERB
ajee-5441	174	21	body	body	NOUN
ajee-5441	174	22	of	of	ADP
ajee-5441	174	23	evidence	evidence	NOUN
ajee-5441	174	24	,	,	PUNCT
ajee-5441	174	25	and	and	CCONJ
ajee-5441	174	26	suggestions	suggestion	NOUN
ajee-5441	174	27	for	for	ADP
ajee-5441	174	28	further	further	ADJ
ajee-5441	174	29	research	research	NOUN
ajee-5441	174	30	are	be	AUX
ajee-5441	174	31	discussed	discuss	VERB
ajee-5441	174	32	.	.	PUNCT
ajee-5441	175	1	artificial	artificial	ADJ
ajee-5441	175	2	intelligence	intelligence	NOUN
ajee-5441	175	3	is	be	AUX
ajee-5441	175	4	increasingly	increasingly	ADV
ajee-5441	175	5	being	be	AUX
ajee-5441	175	6	tapped	tap	VERB
ajee-5441	175	7	to	to	PART
ajee-5441	175	8	deliver	deliver	VERB
ajee-5441	175	9	a	a	DET
ajee-5441	175	10	more	more	ADV
ajee-5441	175	11	personalized	personalized	ADJ
ajee-5441	175	12	learning	learning	NOUN
ajee-5441	175	13	experience	experience	NOUN
ajee-5441	175	14	.	.	PUNCT
ajee-5441	176	1	adaptive	adaptive	ADJ
ajee-5441	176	2	systems	system	NOUN
ajee-5441	176	3	,	,	PUNCT
ajee-5441	176	4	recommendation	recommendation	NOUN
ajee-5441	176	5	algorithms	algorithm	NOUN
ajee-5441	176	6	,	,	PUNCT
ajee-5441	176	7	and	and	CCONJ
ajee-5441	176	8	intelligent	intelligent	ADJ
ajee-5441	176	9	tutoring	tutoring	NOUN
ajee-5441	176	10	systems	system	NOUN
ajee-5441	176	11	have	have	AUX
ajee-5441	176	12	shown	show	VERB
ajee-5441	176	13	their	their	PRON
ajee-5441	176	14	potential	potential	NOUN
ajee-5441	176	15	to	to	PART
ajee-5441	176	16	customize	customize	VERB
ajee-5441	176	17	content	content	NOUN
ajee-5441	176	18	to	to	ADP
ajee-5441	176	19	each	each	DET
ajee-5441	176	20	learner	learner	NOUN
ajee-5441	176	21	,	,	PUNCT
ajee-5441	176	22	leading	lead	VERB
ajee-5441	176	23	to	to	ADP
ajee-5441	176	24	better	well	ADJ
ajee-5441	176	25	retention	retention	NOUN
ajee-5441	176	26	and	and	CCONJ
ajee-5441	176	27	degree	degree	NOUN
ajee-5441	176	28	of	of	ADP
ajee-5441	176	29	satisfaction	satisfaction	NOUN
ajee-5441	176	30	.	.	PUNCT
ajee-5441	177	1	real	real	ADJ
ajee-5441	177	2	-	-	PUNCT
ajee-5441	177	3	time	time	NOUN
ajee-5441	177	4	analytics	analytic	NOUN
ajee-5441	177	5	and	and	CCONJ
ajee-5441	177	6	feedback	feedback	NOUN
ajee-5441	177	7	also	also	ADV
ajee-5441	177	8	facilitate	facilitate	VERB
ajee-5441	177	9	interventions	intervention	NOUN
ajee-5441	177	10	as	as	SCONJ
ajee-5441	177	11	students	student	NOUN
ajee-5441	177	12	at	at	ADP
ajee-5441	177	13	risk	risk	NOUN
ajee-5441	177	14	are	be	AUX
ajee-5441	177	15	discovered	discover	VERB
ajee-5441	177	16	,	,	PUNCT
ajee-5441	177	17	and	and	CCONJ
ajee-5441	177	18	teachers	teacher	NOUN
ajee-5441	177	19	can	can	AUX
ajee-5441	177	20	more	more	ADV
ajee-5441	177	21	accurately	accurately	ADV
ajee-5441	177	22	respond	respond	VERB
ajee-5441	177	23	.	.	PUNCT
ajee-5441	178	1	in	in	ADP
ajee-5441	178	2	addition	addition	NOUN
ajee-5441	178	3	to	to	ADP
ajee-5441	178	4	improved	improved	ADJ
ajee-5441	178	5	learning	learning	NOUN
ajee-5441	178	6	results	result	NOUN
ajee-5441	178	7	,	,	PUNCT
ajee-5441	178	8	students	student	NOUN
ajee-5441	178	9	appreciate	appreciate	VERB
ajee-5441	178	10	the	the	DET
ajee-5441	178	11	fun	fun	NOUN
ajee-5441	178	12	,	,	PUNCT
ajee-5441	178	13	motivation	motivation	NOUN
ajee-5441	178	14	,	,	PUNCT
ajee-5441	178	15	and	and	CCONJ
ajee-5441	178	16	game	game	NOUN
ajee-5441	178	17	-	-	PUNCT
ajee-5441	178	18	like	like	ADJ
ajee-5441	178	19	experience	experience	NOUN
ajee-5441	178	20	of	of	ADP
ajee-5441	178	21	these	these	DET
ajee-5441	178	22	learning	learn	VERB
ajee-5441	178	23	resources	resource	NOUN
ajee-5441	178	24	.	.	PUNCT
ajee-5441	179	1	the	the	DET
ajee-5441	179	2	enabling	enable	VERB
ajee-5441	179	3	power	power	NOUN
ajee-5441	179	4	of	of	ADP
ajee-5441	179	5	ai	ai	VERB
ajee-5441	179	6	to	to	PART
ajee-5441	179	7	adjust	adjust	VERB
ajee-5441	179	8	to	to	ADP
ajee-5441	179	9	various	various	ADJ
ajee-5441	179	10	learning	learning	NOUN
ajee-5441	179	11	styles	style	NOUN
ajee-5441	179	12	and	and	CCONJ
ajee-5441	179	13	rates	rate	NOUN
ajee-5441	179	14	helps	help	VERB
ajee-5441	179	15	to	to	PART
ajee-5441	179	16	create	create	VERB
ajee-5441	179	17	a	a	DET
ajee-5441	179	18	more	more	ADV
ajee-5441	179	19	inclusive	inclusive	ADJ
ajee-5441	179	20	learning	learning	NOUN
ajee-5441	179	21	environment	environment	NOUN
ajee-5441	179	22	.	.	PUNCT
ajee-5441	180	1	but	but	CCONJ
ajee-5441	180	2	these	these	DET
ajee-5441	180	3	opportunities	opportunity	NOUN
ajee-5441	180	4	are	be	AUX
ajee-5441	180	5	accompanied	accompany	VERB
ajee-5441	180	6	by	by	ADP
ajee-5441	180	7	the	the	DET
ajee-5441	180	8	possibility	possibility	NOUN
ajee-5441	180	9	to	to	PART
ajee-5441	180	10	implement	implement	VERB
ajee-5441	180	11	and	and	CCONJ
ajee-5441	180	12	equitably	equitably	ADV
ajee-5441	180	13	distribute	distribute	VERB
ajee-5441	180	14	responsibly	responsibly	ADV
ajee-5441	180	15	(	(	PUNCT
ajee-5441	180	16	mallik	mallik	PROPN
ajee-5441	180	17	et	et	PROPN
ajee-5441	180	18	al	al	PROPN
ajee-5441	180	19	.	.	PROPN
ajee-5441	180	20	,	,	PUNCT
ajee-5441	180	21	2025	2025	NUM
ajee-5441	180	22	)	)	PUNCT
ajee-5441	180	23	.	.	PUNCT
ajee-5441	181	1	ai	ai	PROPN
ajee-5441	181	2	is	be	AUX
ajee-5441	181	3	changing	change	VERB
ajee-5441	181	4	the	the	DET
ajee-5441	181	5	image	image	NOUN
ajee-5441	181	6	and	and	CCONJ
ajee-5441	181	7	nature	nature	NOUN
ajee-5441	181	8	of	of	ADP
ajee-5441	181	9	teaching	teach	VERB
ajee-5441	181	10	beyond	beyond	ADP
ajee-5441	181	11	mere	mere	ADJ
ajee-5441	181	12	content	content	NOUN
ajee-5441	181	13	personalization	personalization	NOUN
ajee-5441	181	14	.	.	PUNCT
ajee-5441	182	1	there	there	PRON
ajee-5441	182	2	is	be	VERB
ajee-5441	182	3	a	a	DET
ajee-5441	182	4	trend	trend	NOUN
ajee-5441	182	5	towards	towards	ADP
ajee-5441	182	6	datadriven	datadriven	ADJ
ajee-5441	182	7	,	,	PUNCT
ajee-5441	182	8	student	student	NOUN
ajee-5441	182	9	-	-	PUNCT
ajee-5441	182	10	centered	center	VERB
ajee-5441	182	11	education	education	NOUN
ajee-5441	182	12	,	,	PUNCT
ajee-5441	182	13	with	with	ADP
ajee-5441	182	14	the	the	DET
ajee-5441	182	15	assistance	assistance	NOUN
ajee-5441	182	16	of	of	ADP
ajee-5441	182	17	ai	ai	NOUN
ajee-5441	182	18	in	in	ADP
ajee-5441	182	19	personalizing	personalize	VERB
ajee-5441	182	20	teaching	teaching	NOUN
ajee-5441	182	21	strategies	strategy	NOUN
ajee-5441	182	22	.	.	PUNCT
ajee-5441	183	1	adaptive	adaptive	ADJ
ajee-5441	183	2	systems	system	NOUN
ajee-5441	183	3	that	that	PRON
ajee-5441	183	4	allow	allow	VERB
ajee-5441	183	5	educators	educator	NOUN
ajee-5441	183	6	to	to	PART
ajee-5441	183	7	spot	spot	VERB
ajee-5441	183	8	needs	need	NOUN
ajee-5441	183	9	and	and	CCONJ
ajee-5441	183	10	intervene	intervene	VERB
ajee-5441	183	11	where	where	SCONJ
ajee-5441	183	12	necessary	necessary	ADJ
ajee-5441	183	13	based	base	VERB
ajee-5441	183	14	on	on	ADP
ajee-5441	183	15	what	what	PRON
ajee-5441	183	16	a	a	DET
ajee-5441	183	17	student	student	NOUN
ajee-5441	183	18	has	have	AUX
ajee-5441	183	19	and	and	CCONJ
ajee-5441	183	20	has	have	AUX
ajee-5441	183	21	not	not	PART
ajee-5441	183	22	been	be	AUX
ajee-5441	183	23	able	able	ADJ
ajee-5441	183	24	to	to	PART
ajee-5441	183	25	do	do	VERB
ajee-5441	183	26	are	be	AUX
ajee-5441	183	27	used	use	VERB
ajee-5441	183	28	in	in	ADP
ajee-5441	183	29	these	these	DET
ajee-5441	183	30	cases	case	NOUN
ajee-5441	183	31	(	(	PUNCT
ajee-5441	183	32	mallik	mallik	PROPN
ajee-5441	183	33	et	et	PROPN
ajee-5441	183	34	al	al	PROPN
ajee-5441	183	35	.	.	PROPN
ajee-5441	183	36	,	,	PUNCT
ajee-5441	183	37	2025	2025	NUM
ajee-5441	183	38	)	)	PUNCT
ajee-5441	183	39	.	.	PUNCT
ajee-5441	184	1	also	also	ADV
ajee-5441	184	2	,	,	PUNCT
ajee-5441	184	3	contemporary	contemporary	ADJ
ajee-5441	184	4	students	student	NOUN
ajee-5441	184	5	seem	seem	VERB
ajee-5441	184	6	to	to	PART
ajee-5441	184	7	be	be	AUX
ajee-5441	184	8	more	more	ADV
ajee-5441	184	9	openminded	openminded	ADJ
ajee-5441	184	10	about	about	ADP
ajee-5441	184	11	ai	ai	NOUN
ajee-5441	184	12	tools	tool	NOUN
ajee-5441	184	13	,	,	PUNCT
ajee-5441	184	14	indicating	indicate	VERB
ajee-5441	184	15	a	a	DET
ajee-5441	184	16	generation	generation	NOUN
ajee-5441	184	17	gap	gap	NOUN
ajee-5441	184	18	in	in	ADP
ajee-5441	184	19	pa	pa	PROPN
ajee-5441	184	20	ge	ge	PROPN
ajee-5441	184	21	13	13	NUM
ajee-5441	184	22	3	3	NUM
ajee-5441	184	23	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-5441	184	24	am	am	NOUN
ajee-5441	184	25	.	.	PUNCT
ajee-5441	185	1	j.	j.	PROPN
ajee-5441	185	2	environ	environ	PROPN
ajee-5441	185	3	econ	econ	PROPN
ajee-5441	185	4	.	.	PUNCT
ajee-5441	186	1	4(1	4(1	X
ajee-5441	186	2	)	)	PUNCT
ajee-5441	187	1	127	127	NUM
ajee-5441	187	2	-	-	SYM
ajee-5441	187	3	135	135	NUM
ajee-5441	187	4	,	,	PUNCT
ajee-5441	187	5	2025	2025	NUM
ajee-5441	187	6	perspectives	perspective	NOUN
ajee-5441	187	7	on	on	ADP
ajee-5441	187	8	technology	technology	NOUN
ajee-5441	187	9	and	and	CCONJ
ajee-5441	187	10	education	education	NOUN
ajee-5441	187	11	.	.	PUNCT
ajee-5441	188	1	these	these	DET
ajee-5441	188	2	changes	change	NOUN
ajee-5441	188	3	demand	demand	VERB
ajee-5441	188	4	changes	change	NOUN
ajee-5441	188	5	in	in	ADP
ajee-5441	188	6	curriculum	curriculum	NOUN
ajee-5441	188	7	design	design	NOUN
ajee-5441	188	8	,	,	PUNCT
ajee-5441	188	9	focusing	focus	VERB
ajee-5441	188	10	on	on	ADP
ajee-5441	188	11	digital	digital	ADJ
ajee-5441	188	12	literacy	literacy	NOUN
ajee-5441	188	13	and	and	CCONJ
ajee-5441	188	14	the	the	DET
ajee-5441	188	15	use	use	NOUN
ajee-5441	188	16	of	of	ADP
ajee-5441	188	17	ai	ai	NOUN
ajee-5441	188	18	in	in	ADP
ajee-5441	188	19	learning	learn	VERB
ajee-5441	188	20	.	.	PUNCT
ajee-5441	189	1	as	as	ADP
ajee-5441	189	2	pedagogical	pedagogical	ADJ
ajee-5441	189	3	techniques	technique	NOUN
ajee-5441	189	4	change	change	NOUN
ajee-5441	189	5	,	,	PUNCT
ajee-5441	189	6	teachers	teacher	NOUN
ajee-5441	189	7	will	will	AUX
ajee-5441	189	8	need	need	VERB
ajee-5441	189	9	to	to	PART
ajee-5441	189	10	acquire	acquire	VERB
ajee-5441	189	11	new	new	ADJ
ajee-5441	189	12	skills	skill	NOUN
ajee-5441	189	13	to	to	PART
ajee-5441	189	14	utilize	utilize	VERB
ajee-5441	189	15	ai	ai	VERB
ajee-5441	189	16	to	to	PART
ajee-5441	189	17	augment	augment	VERB
ajee-5441	189	18	traditional	traditional	ADJ
ajee-5441	189	19	instruction	instruction	NOUN
ajee-5441	189	20	effectively	effectively	ADV
ajee-5441	189	21	.	.	PUNCT
ajee-5441	190	1	ai	ai	VERB
ajee-5441	190	2	is	be	AUX
ajee-5441	190	3	not	not	PART
ajee-5441	190	4	only	only	ADV
ajee-5441	190	5	transforming	transform	VERB
ajee-5441	190	6	the	the	DET
ajee-5441	190	7	classroom	classroom	NOUN
ajee-5441	190	8	.	.	PUNCT
ajee-5441	191	1	administrative	administrative	ADJ
ajee-5441	191	2	tasks	task	NOUN
ajee-5441	191	3	such	such	ADJ
ajee-5441	191	4	as	as	ADP
ajee-5441	191	5	scheduling	scheduling	NOUN
ajee-5441	191	6	and	and	CCONJ
ajee-5441	191	7	allocation	allocation	NOUN
ajee-5441	191	8	of	of	ADP
ajee-5441	191	9	resources	resource	NOUN
ajee-5441	191	10	and	and	CCONJ
ajee-5441	191	11	student	student	NOUN
ajee-5441	191	12	support	support	NOUN
ajee-5441	191	13	services	service	NOUN
ajee-5441	191	14	are	be	AUX
ajee-5441	191	15	more	more	ADV
ajee-5441	191	16	and	and	CCONJ
ajee-5441	191	17	more	more	ADV
ajee-5441	191	18	moving	move	VERB
ajee-5441	191	19	to	to	ADP
ajee-5441	191	20	ai	ai	VERB
ajee-5441	191	21	-	-	PUNCT
ajee-5441	191	22	based	base	VERB
ajee-5441	191	23	automation	automation	NOUN
ajee-5441	191	24	(	(	PUNCT
ajee-5441	191	25	mallik	mallik	PROPN
ajee-5441	191	26	,	,	PUNCT
ajee-5441	191	27	2024	2024	NUM
ajee-5441	191	28	)	)	PUNCT
ajee-5441	191	29	.	.	PUNCT
ajee-5441	192	1	such	such	ADJ
ajee-5441	192	2	routine	routine	ADJ
ajee-5441	192	3	tasks	task	NOUN
ajee-5441	192	4	can	can	AUX
ajee-5441	192	5	be	be	AUX
ajee-5441	192	6	left	leave	VERB
ajee-5441	192	7	to	to	ADP
ajee-5441	192	8	chatbots	chatbot	NOUN
ajee-5441	192	9	and	and	CCONJ
ajee-5441	192	10	automated	automate	VERB
ajee-5441	192	11	systems	system	NOUN
ajee-5441	192	12	,	,	PUNCT
ajee-5441	192	13	allowing	allow	VERB
ajee-5441	192	14	educators	educator	NOUN
ajee-5441	192	15	and	and	CCONJ
ajee-5441	192	16	administrators	administrator	NOUN
ajee-5441	192	17	to	to	PART
ajee-5441	192	18	focus	focus	VERB
ajee-5441	192	19	their	their	PRON
ajee-5441	192	20	time	time	NOUN
ajee-5441	192	21	and	and	CCONJ
ajee-5441	192	22	energy	energy	NOUN
ajee-5441	192	23	on	on	ADP
ajee-5441	192	24	higher	high	ADJ
ajee-5441	192	25	-	-	PUNCT
ajee-5441	192	26	level	level	NOUN
ajee-5441	192	27	decision	decision	NOUN
ajee-5441	192	28	-	-	PUNCT
ajee-5441	192	29	making	making	NOUN
ajee-5441	192	30	and	and	CCONJ
ajee-5441	192	31	interaction	interaction	NOUN
ajee-5441	192	32	with	with	ADP
ajee-5441	192	33	students	student	NOUN
ajee-5441	192	34	.	.	PUNCT
ajee-5441	193	1	this	this	DET
ajee-5441	193	2	integration	integration	NOUN
ajee-5441	193	3	enables	enable	VERB
ajee-5441	193	4	institutional	institutional	ADJ
ajee-5441	193	5	efficiency	efficiency	NOUN
ajee-5441	193	6	and	and	CCONJ
ajee-5441	193	7	scalable	scalable	ADJ
ajee-5441	193	8	,	,	PUNCT
ajee-5441	193	9	responsive	responsive	ADJ
ajee-5441	193	10	academic	academic	ADJ
ajee-5441	193	11	models	model	NOUN
ajee-5441	193	12	.	.	PUNCT
ajee-5441	194	1	to	to	PART
ajee-5441	194	2	maintain	maintain	VERB
ajee-5441	194	3	this	this	DET
ajee-5441	194	4	innovation	innovation	NOUN
ajee-5441	194	5	,	,	PUNCT
ajee-5441	194	6	universities	university	NOUN
ajee-5441	194	7	need	need	VERB
ajee-5441	194	8	to	to	PART
ajee-5441	194	9	devise	devise	VERB
ajee-5441	194	10	approaches	approach	NOUN
ajee-5441	194	11	that	that	PRON
ajee-5441	194	12	use	use	VERB
ajee-5441	194	13	ai	ai	VERB
ajee-5441	194	14	in	in	ADP
ajee-5441	194	15	a	a	DET
ajee-5441	194	16	manner	manner	NOUN
ajee-5441	194	17	consistent	consistent	ADJ
ajee-5441	194	18	with	with	ADP
ajee-5441	194	19	long	long	ADJ
ajee-5441	194	20	-	-	PUNCT
ajee-5441	194	21	term	term	NOUN
ajee-5441	194	22	objectives	objective	NOUN
ajee-5441	194	23	,	,	PUNCT
ajee-5441	194	24	taking	take	VERB
ajee-5441	194	25	into	into	ADP
ajee-5441	194	26	account	account	NOUN
ajee-5441	194	27	cost	cost	NOUN
ajee-5441	194	28	,	,	PUNCT
ajee-5441	194	29	accessibility	accessibility	NOUN
ajee-5441	194	30	,	,	PUNCT
ajee-5441	194	31	and	and	CCONJ
ajee-5441	194	32	the	the	DET
ajee-5441	194	33	role	role	NOUN
ajee-5441	194	34	of	of	ADP
ajee-5441	194	35	humans	human	NOUN
ajee-5441	194	36	in	in	ADP
ajee-5441	194	37	supervision	supervision	NOUN
ajee-5441	194	38	.	.	PUNCT
ajee-5441	195	1	institutions	institution	NOUN
ajee-5441	195	2	that	that	PRON
ajee-5441	195	3	embrace	embrace	VERB
ajee-5441	195	4	structured	structure	VERB
ajee-5441	195	5	,	,	PUNCT
ajee-5441	195	6	ethical	ethical	ADJ
ajee-5441	195	7	frameworks	framework	NOUN
ajee-5441	195	8	for	for	ADP
ajee-5441	195	9	the	the	DET
ajee-5441	195	10	use	use	NOUN
ajee-5441	195	11	of	of	ADP
ajee-5441	195	12	ai	ai	NOUN
ajee-5441	195	13	are	be	AUX
ajee-5441	195	14	most	most	ADV
ajee-5441	195	15	well	well	ADV
ajee-5441	195	16	-	-	PUNCT
ajee-5441	195	17	equipped	equip	VERB
ajee-5441	195	18	to	to	PART
ajee-5441	195	19	catalyze	catalyze	VERB
ajee-5441	195	20	systemic	systemic	ADJ
ajee-5441	195	21	change	change	NOUN
ajee-5441	195	22	.	.	PUNCT
ajee-5441	196	1	although	although	SCONJ
ajee-5441	196	2	it	it	PRON
ajee-5441	196	3	can	can	AUX
ajee-5441	196	4	not	not	PART
ajee-5441	196	5	be	be	AUX
ajee-5441	196	6	denied	deny	VERB
ajee-5441	196	7	that	that	SCONJ
ajee-5441	196	8	the	the	DET
ajee-5441	196	9	advantages	advantage	NOUN
ajee-5441	196	10	are	be	AUX
ajee-5441	196	11	obvious	obvious	ADJ
ajee-5441	196	12	,	,	PUNCT
ajee-5441	196	13	ethics	ethic	NOUN
ajee-5441	196	14	issues	issue	NOUN
ajee-5441	196	15	still	still	ADV
ajee-5441	196	16	play	play	VERB
ajee-5441	196	17	a	a	DET
ajee-5441	196	18	crucial	crucial	ADJ
ajee-5441	196	19	role	role	NOUN
ajee-5441	196	20	.	.	PUNCT
ajee-5441	197	1	a	a	DET
ajee-5441	197	2	conversation	conversation	NOUN
ajee-5441	197	3	continues	continue	VERB
ajee-5441	197	4	to	to	PART
ajee-5441	197	5	be	be	AUX
ajee-5441	197	6	had	have	VERB
ajee-5441	197	7	on	on	ADP
ajee-5441	197	8	data	data	NOUN
ajee-5441	197	9	privacy	privacy	NOUN
ajee-5441	197	10	,	,	PUNCT
ajee-5441	197	11	algorithm	algorithm	NOUN
ajee-5441	197	12	bias	bias	NOUN
ajee-5441	197	13	,	,	PUNCT
ajee-5441	197	14	academic	academic	ADJ
ajee-5441	197	15	integrity	integrity	NOUN
ajee-5441	197	16	issues	issue	NOUN
ajee-5441	197	17	,	,	PUNCT
ajee-5441	197	18	and	and	CCONJ
ajee-5441	197	19	transparency	transparency	NOUN
ajee-5441	197	20	in	in	ADP
ajee-5441	197	21	order	order	NOUN
ajee-5441	197	22	to	to	PART
ajee-5441	197	23	move	move	VERB
ajee-5441	197	24	forward	forward	ADV
ajee-5441	197	25	in	in	ADP
ajee-5441	197	26	a	a	DET
ajee-5441	197	27	way	way	NOUN
ajee-5441	197	28	that	that	PRON
ajee-5441	197	29	’s	’	VERB
ajee-5441	197	30	responsible	responsible	ADJ
ajee-5441	197	31	.	.	PUNCT
ajee-5441	198	1	poor	poor	ADJ
ajee-5441	198	2	regulation	regulation	NOUN
ajee-5441	198	3	or	or	CCONJ
ajee-5441	198	4	misuse	misuse	NOUN
ajee-5441	198	5	of	of	ADP
ajee-5441	198	6	student	student	NOUN
ajee-5441	198	7	data	datum	NOUN
ajee-5441	198	8	will	will	AUX
ajee-5441	198	9	diminish	diminish	VERB
ajee-5441	198	10	trust	trust	NOUN
ajee-5441	198	11	and	and	CCONJ
ajee-5441	198	12	exacerbate	exacerbate	VERB
ajee-5441	198	13	inequalities	inequality	NOUN
ajee-5441	198	14	in	in	ADP
ajee-5441	198	15	education	education	NOUN
ajee-5441	198	16	(	(	PUNCT
ajee-5441	198	17	mallik	mallik	PROPN
ajee-5441	198	18	&	&	CCONJ
ajee-5441	198	19	rahman	rahman	PROPN
ajee-5441	198	20	,	,	PUNCT
ajee-5441	198	21	2024	2024	NUM
ajee-5441	198	22	)	)	PUNCT
ajee-5441	198	23	.	.	PUNCT
ajee-5441	199	1	limitations	limitation	NOUN
ajee-5441	199	2	although	although	SCONJ
ajee-5441	199	3	revealing	reveal	VERB
ajee-5441	199	4	,	,	PUNCT
ajee-5441	199	5	there	there	PRON
ajee-5441	199	6	are	be	VERB
ajee-5441	199	7	some	some	DET
ajee-5441	199	8	limitations	limitation	NOUN
ajee-5441	199	9	of	of	ADP
ajee-5441	199	10	the	the	DET
ajee-5441	199	11	studies	study	NOUN
ajee-5441	199	12	reviewed	review	VERB
ajee-5441	199	13	.	.	PUNCT
ajee-5441	200	1	some	some	DET
ajee-5441	200	2	results	result	NOUN
ajee-5441	200	3	lack	lack	VERB
ajee-5441	200	4	generalizability	generalizability	NOUN
ajee-5441	200	5	because	because	SCONJ
ajee-5441	200	6	of	of	ADP
ajee-5441	200	7	differences	difference	NOUN
ajee-5441	200	8	in	in	ADP
ajee-5441	200	9	the	the	DET
ajee-5441	200	10	quality	quality	NOUN
ajee-5441	200	11	and	and	CCONJ
ajee-5441	200	12	design	design	NOUN
ajee-5441	200	13	of	of	ADP
ajee-5441	200	14	the	the	DET
ajee-5441	200	15	included	include	VERB
ajee-5441	200	16	studies	study	NOUN
ajee-5441	200	17	and	and	CCONJ
ajee-5441	200	18	dependence	dependence	NOUN
ajee-5441	200	19	on	on	ADP
ajee-5441	200	20	self	self	NOUN
ajee-5441	200	21	-	-	PUNCT
ajee-5441	200	22	report	report	NOUN
ajee-5441	200	23	.	.	PUNCT
ajee-5441	201	1	in	in	ADP
ajee-5441	201	2	multiple	multiple	ADJ
ajee-5441	201	3	instances	instance	NOUN
ajee-5441	201	4	,	,	PUNCT
ajee-5441	201	5	the	the	DET
ajee-5441	201	6	context	context	NOUN
ajee-5441	201	7	,	,	PUNCT
ajee-5441	201	8	generalizability	generalizability	NOUN
ajee-5441	201	9	,	,	PUNCT
ajee-5441	201	10	and	and	CCONJ
ajee-5441	201	11	longterm	longterm	VERB
ajee-5441	201	12	sustainability	sustainability	NOUN
ajee-5441	201	13	of	of	ADP
ajee-5441	201	14	ai	ai	ADJ
ajee-5441	201	15	solutions	solution	NOUN
ajee-5441	201	16	are	be	AUX
ajee-5441	201	17	often	often	ADV
ajee-5441	201	18	poorly	poorly	ADV
ajee-5441	201	19	retained	retain	VERB
ajee-5441	201	20	.	.	PUNCT
ajee-5441	202	1	moreover	moreover	ADV
ajee-5441	202	2	,	,	PUNCT
ajee-5441	202	3	these	these	DET
ajee-5441	202	4	researches	research	NOUN
ajee-5441	202	5	are	be	AUX
ajee-5441	202	6	conducted	conduct	VERB
ajee-5441	202	7	in	in	ADP
ajee-5441	202	8	industrialized	industrialized	ADJ
ajee-5441	202	9	regions	region	NOUN
ajee-5441	202	10	,	,	PUNCT
ajee-5441	202	11	which	which	PRON
ajee-5441	202	12	may	may	AUX
ajee-5441	202	13	not	not	PART
ajee-5441	202	14	address	address	VERB
ajee-5441	202	15	the	the	DET
ajee-5441	202	16	challenges	challenge	NOUN
ajee-5441	202	17	of	of	ADP
ajee-5441	202	18	under	under	ADV
ajee-5441	202	19	-	-	PUNCT
ajee-5441	202	20	served	serve	VERB
ajee-5441	202	21	zone	zone	NOUN
ajee-5441	202	22	institutions	institution	NOUN
ajee-5441	202	23	.	.	PUNCT
ajee-5441	203	1	ethical	ethical	ADJ
ajee-5441	203	2	implications	implication	NOUN
ajee-5441	203	3	are	be	AUX
ajee-5441	203	4	not	not	PART
ajee-5441	203	5	consistently	consistently	ADV
ajee-5441	203	6	considered	consider	VERB
ajee-5441	203	7	,	,	PUNCT
ajee-5441	203	8	and	and	CCONJ
ajee-5441	203	9	the	the	DET
ajee-5441	203	10	studies	study	NOUN
ajee-5441	203	11	rarely	rarely	ADV
ajee-5441	203	12	provide	provide	VERB
ajee-5441	203	13	concrete	concrete	ADJ
ajee-5441	203	14	measures	measure	NOUN
ajee-5441	203	15	for	for	ADP
ajee-5441	203	16	the	the	DET
ajee-5441	203	17	reduction	reduction	NOUN
ajee-5441	203	18	of	of	ADP
ajee-5441	203	19	the	the	DET
ajee-5441	203	20	risks	risk	NOUN
ajee-5441	203	21	of	of	ADP
ajee-5441	203	22	the	the	DET
ajee-5441	203	23	use	use	NOUN
ajee-5441	203	24	of	of	ADP
ajee-5441	203	25	ai	ai	NOUN
ajee-5441	203	26	in	in	ADP
ajee-5441	203	27	education	education	NOUN
ajee-5441	203	28	.	.	PUNCT
ajee-5441	204	1	future	future	ADJ
ajee-5441	204	2	research	research	NOUN
ajee-5441	204	3	in	in	ADP
ajee-5441	204	4	order	order	NOUN
ajee-5441	204	5	to	to	PART
ajee-5441	204	6	enhance	enhance	VERB
ajee-5441	204	7	the	the	DET
ajee-5441	204	8	empirical	empirical	ADJ
ajee-5441	204	9	foundation	foundation	NOUN
ajee-5441	204	10	,	,	PUNCT
ajee-5441	204	11	we	we	PRON
ajee-5441	204	12	call	call	VERB
ajee-5441	204	13	for	for	ADP
ajee-5441	204	14	further	further	ADJ
ajee-5441	204	15	research	research	NOUN
ajee-5441	204	16	utilizing	utilize	VERB
ajee-5441	204	17	stricter	strict	ADJ
ajee-5441	204	18	and	and	CCONJ
ajee-5441	204	19	longitudinal	longitudinal	ADJ
ajee-5441	204	20	experimental	experimental	ADJ
ajee-5441	204	21	designs	design	NOUN
ajee-5441	204	22	.	.	PUNCT
ajee-5441	205	1	the	the	DET
ajee-5441	205	2	field	field	NOUN
ajee-5441	205	3	requires	require	VERB
ajee-5441	205	4	that	that	SCONJ
ajee-5441	205	5	there	there	PRON
ajee-5441	205	6	be	be	VERB
ajee-5441	205	7	standardized	standardized	ADJ
ajee-5441	205	8	frameworks	framework	NOUN
ajee-5441	205	9	that	that	PRON
ajee-5441	205	10	measure	measure	NOUN
ajee-5441	205	11	learning	learn	VERB
ajee-5441	205	12	outcomes	outcome	NOUN
ajee-5441	205	13	,	,	PUNCT
ajee-5441	205	14	engagement	engagement	NOUN
ajee-5441	205	15	,	,	PUNCT
ajee-5441	205	16	and	and	CCONJ
ajee-5441	205	17	ethics	ethic	NOUN
ajee-5441	205	18	consistently	consistently	ADV
ajee-5441	205	19	.	.	PUNCT
ajee-5441	206	1	this	this	PRON
ajee-5441	206	2	will	will	AUX
ajee-5441	206	3	broaden	broaden	VERB
ajee-5441	206	4	the	the	DET
ajee-5441	206	5	scope	scope	NOUN
ajee-5441	206	6	of	of	ADP
ajee-5441	206	7	cross	cross	ADJ
ajee-5441	206	8	-	-	ADJ
ajee-5441	206	9	cultural	cultural	ADJ
ajee-5441	206	10	and	and	CCONJ
ajee-5441	206	11	crossinstitutional	crossinstitutional	ADJ
ajee-5441	206	12	comparisons	comparison	NOUN
ajee-5441	206	13	to	to	PART
ajee-5441	206	14	find	find	VERB
ajee-5441	206	15	out	out	ADP
ajee-5441	206	16	the	the	DET
ajee-5441	206	17	scale	scale	NOUN
ajee-5441	206	18	and	and	CCONJ
ajee-5441	206	19	the	the	DET
ajee-5441	206	20	portability	portability	NOUN
ajee-5441	206	21	of	of	ADP
ajee-5441	206	22	ai	ai	PROPN
ajee-5441	206	23	systems	system	NOUN
ajee-5441	206	24	in	in	ADP
ajee-5441	206	25	a	a	DET
ajee-5441	206	26	variety	variety	NOUN
ajee-5441	206	27	of	of	ADP
ajee-5441	206	28	educational	educational	ADJ
ajee-5441	206	29	environments	environment	NOUN
ajee-5441	206	30	.	.	PUNCT
ajee-5441	207	1	additionally	additionally	ADV
ajee-5441	207	2	,	,	PUNCT
ajee-5441	207	3	further	far	ADV
ajee-5441	207	4	examining	examine	VERB
ajee-5441	207	5	the	the	DET
ajee-5441	207	6	ethical	ethical	ADJ
ajee-5441	207	7	implications	implication	NOUN
ajee-5441	207	8	is	be	AUX
ajee-5441	207	9	essential	essential	ADJ
ajee-5441	207	10	.	.	PUNCT
ajee-5441	208	1	researchers	researcher	NOUN
ajee-5441	208	2	,	,	PUNCT
ajee-5441	208	3	educators	educator	NOUN
ajee-5441	208	4	,	,	PUNCT
ajee-5441	208	5	and	and	CCONJ
ajee-5441	208	6	policymakers	policymaker	NOUN
ajee-5441	208	7	should	should	AUX
ajee-5441	208	8	develop	develop	VERB
ajee-5441	208	9	best	good	ADJ
ajee-5441	208	10	practice	practice	NOUN
ajee-5441	208	11	guidelines	guideline	NOUN
ajee-5441	208	12	to	to	PART
ajee-5441	208	13	ensure	ensure	VERB
ajee-5441	208	14	the	the	DET
ajee-5441	208	15	responsible	responsible	ADJ
ajee-5441	208	16	,	,	PUNCT
ajee-5441	208	17	inclusive	inclusive	ADJ
ajee-5441	208	18	,	,	PUNCT
ajee-5441	208	19	and	and	CCONJ
ajee-5441	208	20	transparent	transparent	ADJ
ajee-5441	208	21	integration	integration	NOUN
ajee-5441	208	22	of	of	ADP
ajee-5441	208	23	ai	ai	NOUN
ajee-5441	208	24	.	.	PUNCT
ajee-5441	209	1	studies	study	NOUN
ajee-5441	209	2	that	that	PRON
ajee-5441	209	3	intertwine	intertwine	VERB
ajee-5441	209	4	quantitative	quantitative	ADJ
ajee-5441	209	5	data	datum	NOUN
ajee-5441	209	6	with	with	ADP
ajee-5441	209	7	students	student	NOUN
ajee-5441	209	8	’	'	PUNCT
ajee-5441	209	9	and	and	CCONJ
ajee-5441	209	10	teachers	teacher	NOUN
ajee-5441	209	11	’	'	PUNCT
ajee-5441	209	12	qualitative	qualitative	ADJ
ajee-5441	209	13	viewpoints	viewpoint	NOUN
ajee-5441	209	14	could	could	AUX
ajee-5441	209	15	be	be	AUX
ajee-5441	209	16	instrumental	instrumental	ADJ
ajee-5441	209	17	in	in	ADP
ajee-5441	209	18	informing	inform	VERB
ajee-5441	209	19	the	the	DET
ajee-5441	209	20	development	development	NOUN
ajee-5441	209	21	of	of	ADP
ajee-5441	209	22	effective	effective	ADJ
ajee-5441	209	23	ai	ai	NOUN
ajee-5441	209	24	-	-	PUNCT
ajee-5441	209	25	based	base	VERB
ajee-5441	209	26	strategies	strategy	NOUN
ajee-5441	209	27	for	for	ADP
ajee-5441	209	28	personalized	personalized	ADJ
ajee-5441	209	29	learning	learning	NOUN
ajee-5441	209	30	.	.	PUNCT
ajee-5441	210	1	conclusions	conclusion	NOUN
ajee-5441	210	2	this	this	DET
ajee-5441	210	3	paper	paper	NOUN
ajee-5441	210	4	confirms	confirm	VERB
ajee-5441	210	5	the	the	DET
ajee-5441	210	6	significant	significant	ADJ
ajee-5441	210	7	impact	impact	NOUN
ajee-5441	210	8	of	of	ADP
ajee-5441	210	9	ai	ai	VERB
ajee-5441	210	10	in	in	ADP
ajee-5441	210	11	the	the	DET
ajee-5441	210	12	enhancement	enhancement	NOUN
ajee-5441	210	13	of	of	ADP
ajee-5441	210	14	personalized	personalized	ADJ
ajee-5441	210	15	learning	learning	NOUN
ajee-5441	210	16	in	in	ADP
ajee-5441	210	17	contemporary	contemporary	ADJ
ajee-5441	210	18	higher	high	ADJ
ajee-5441	210	19	educational	educational	ADJ
ajee-5441	210	20	institutions	institution	NOUN
ajee-5441	210	21	.	.	PUNCT
ajee-5441	211	1	customized	customize	VERB
ajee-5441	211	2	learning	learn	VERB
ajee-5441	211	3	content	content	NOUN
ajee-5441	211	4	–	–	PUNCT
ajee-5441	211	5	highly	highly	ADV
ajee-5441	211	6	effective	effective	ADJ
ajee-5441	211	7	in	in	ADP
ajee-5441	211	8	helping	help	VERB
ajee-5441	211	9	students	student	NOUN
ajee-5441	211	10	better	well	ADV
ajee-5441	211	11	retain	retain	VERB
ajee-5441	211	12	information	information	NOUN
ajee-5441	211	13	,	,	PUNCT
ajee-5441	211	14	individualized	individualized	ADJ
ajee-5441	211	15	learning	learning	NOUN
ajee-5441	211	16	puts	put	VERB
ajee-5441	211	17	customized	customized	ADJ
ajee-5441	211	18	content	content	NOUN
ajee-5441	211	19	at	at	ADP
ajee-5441	211	20	the	the	DET
ajee-5441	211	21	center	center	NOUN
ajee-5441	211	22	of	of	ADP
ajee-5441	211	23	study	study	NOUN
ajee-5441	211	24	.	.	PUNCT
ajee-5441	212	1	intelligent	intelligent	ADJ
ajee-5441	212	2	institutions	institution	NOUN
ajee-5441	212	3	–	–	PUNCT
ajee-5441	212	4	from	from	ADP
ajee-5441	212	5	children	child	NOUN
ajee-5441	212	6	spilling	spill	VERB
ajee-5441	212	7	hot	hot	ADJ
ajee-5441	212	8	soup	soup	NOUN
ajee-5441	212	9	to	to	ADP
ajee-5441	212	10	goosing	goose	VERB
ajee-5441	212	11	a	a	DET
ajee-5441	212	12	child	child	NOUN
ajee-5441	212	13	…	…	SYM
ajee-5441	212	14	artificial	artificial	ADJ
ajee-5441	212	15	intelligence	intelligence	NOUN
ajee-5441	212	16	in	in	ADP
ajee-5441	212	17	education	education	NOUN
ajee-5441	212	18	has	have	VERB
ajee-5441	212	19	numerous	numerous	ADJ
ajee-5441	212	20	concerns	concern	NOUN
ajee-5441	212	21	.	.	PUNCT
ajee-5441	213	1	ai	ai	VERB
ajee-5441	213	2	aids	aids	PROPN
ajee-5441	213	3	in	in	ADP
ajee-5441	213	4	delivering	deliver	VERB
ajee-5441	213	5	responsive	responsive	ADJ
ajee-5441	213	6	,	,	PUNCT
ajee-5441	213	7	effective	effective	ADJ
ajee-5441	213	8	,	,	PUNCT
ajee-5441	213	9	and	and	CCONJ
ajee-5441	213	10	learner	learner	NOUN
ajee-5441	213	11	-	-	PUNCT
ajee-5441	213	12	centric	centric	ADJ
ajee-5441	213	13	education	education	NOUN
ajee-5441	213	14	by	by	ADP
ajee-5441	213	15	facilitating	facilitate	VERB
ajee-5441	213	16	adaptive	adaptive	ADJ
ajee-5441	213	17	learning	learning	NOUN
ajee-5441	213	18	and	and	CCONJ
ajee-5441	213	19	real	real	ADJ
ajee-5441	213	20	-	-	PUNCT
ajee-5441	213	21	time	time	NOUN
ajee-5441	213	22	analytics	analytic	NOUN
ajee-5441	213	23	.	.	PUNCT
ajee-5441	214	1	ai	ai	AUX
ajee-5441	214	2	integration	integration	NOUN
ajee-5441	214	3	also	also	ADV
ajee-5441	214	4	involves	involve	VERB
ajee-5441	214	5	critical	critical	ADJ
ajee-5441	214	6	challenges	challenge	NOUN
ajee-5441	214	7	.	.	PUNCT
ajee-5441	215	1	to	to	PART
ajee-5441	215	2	ensure	ensure	VERB
ajee-5441	215	3	responsible	responsible	ADJ
ajee-5441	215	4	use	use	NOUN
ajee-5441	215	5	,	,	PUNCT
ajee-5441	215	6	ethical	ethical	ADJ
ajee-5441	215	7	issues	issue	NOUN
ajee-5441	215	8	covering	cover	VERB
ajee-5441	215	9	data	datum	NOUN
ajee-5441	215	10	privacy	privacy	NOUN
ajee-5441	215	11	,	,	PUNCT
ajee-5441	215	12	algorithm	algorithm	NOUN
ajee-5441	215	13	transparency	transparency	NOUN
ajee-5441	215	14	,	,	PUNCT
ajee-5441	215	15	and	and	CCONJ
ajee-5441	215	16	academic	academic	ADJ
ajee-5441	215	17	deception	deception	NOUN
ajee-5441	215	18	need	need	VERB
ajee-5441	215	19	to	to	PART
ajee-5441	215	20	be	be	AUX
ajee-5441	215	21	considered	consider	VERB
ajee-5441	215	22	.	.	PUNCT
ajee-5441	216	1	the	the	DET
ajee-5441	216	2	successful	successful	ADJ
ajee-5441	216	3	implementation	implementation	NOUN
ajee-5441	216	4	of	of	ADP
ajee-5441	216	5	ai	ai	NOUN
ajee-5441	216	6	tools	tool	NOUN
ajee-5441	216	7	would	would	AUX
ajee-5441	216	8	also	also	ADV
ajee-5441	216	9	demand	demand	VERB
ajee-5441	216	10	considerable	considerable	ADJ
ajee-5441	216	11	investments	investment	NOUN
ajee-5441	216	12	in	in	ADP
ajee-5441	216	13	teacher	teacher	NOUN
ajee-5441	216	14	training	training	NOUN
ajee-5441	216	15	,	,	PUNCT
ajee-5441	216	16	institutional	institutional	ADJ
ajee-5441	216	17	preparedness	preparedness	NOUN
ajee-5441	216	18	,	,	PUNCT
ajee-5441	216	19	and	and	CCONJ
ajee-5441	216	20	supportive	supportive	ADJ
ajee-5441	216	21	infrastructure	infrastructure	NOUN
ajee-5441	216	22	.	.	PUNCT
ajee-5441	217	1	the	the	DET
ajee-5441	217	2	published	publish	VERB
ajee-5441	217	3	literature	literature	NOUN
ajee-5441	217	4	demonstrates	demonstrate	VERB
ajee-5441	217	5	the	the	DET
ajee-5441	217	6	enormous	enormous	ADJ
ajee-5441	217	7	potential	potential	NOUN
ajee-5441	217	8	,	,	PUNCT
ajee-5441	217	9	although	although	SCONJ
ajee-5441	217	10	methodological	methodological	ADJ
ajee-5441	217	11	differences	difference	NOUN
ajee-5441	217	12	exist	exist	VERB
ajee-5441	217	13	.	.	PUNCT
ajee-5441	218	1	the	the	DET
ajee-5441	218	2	research	research	NOUN
ajee-5441	218	3	designs	design	NOUN
ajee-5441	218	4	,	,	PUNCT
ajee-5441	218	5	samples	sample	NOUN
ajee-5441	218	6	,	,	PUNCT
ajee-5441	218	7	and	and	CCONJ
ajee-5441	218	8	measures	measure	NOUN
ajee-5441	218	9	vary	vary	VERB
ajee-5441	218	10	in	in	ADP
ajee-5441	218	11	many	many	ADJ
ajee-5441	218	12	studies	study	NOUN
ajee-5441	218	13	,	,	PUNCT
ajee-5441	218	14	which	which	PRON
ajee-5441	218	15	makes	make	VERB
ajee-5441	218	16	the	the	DET
ajee-5441	218	17	comparison	comparison	NOUN
ajee-5441	218	18	and	and	CCONJ
ajee-5441	218	19	generalization	generalization	NOUN
ajee-5441	218	20	of	of	ADP
ajee-5441	218	21	findings	finding	NOUN
ajee-5441	218	22	difficult	difficult	ADJ
ajee-5441	218	23	.	.	PUNCT
ajee-5441	219	1	these	these	DET
ajee-5441	219	2	constraints	constraint	NOUN
ajee-5441	219	3	underscore	underscore	VERB
ajee-5441	219	4	the	the	DET
ajee-5441	219	5	demand	demand	NOUN
ajee-5441	219	6	for	for	ADP
ajee-5441	219	7	standardized	standardized	ADJ
ajee-5441	219	8	evaluation	evaluation	NOUN
ajee-5441	219	9	practices	practice	NOUN
ajee-5441	219	10	,	,	PUNCT
ajee-5441	219	11	longterm	longterm	VERB
ajee-5441	219	12	studies	study	NOUN
ajee-5441	219	13	,	,	PUNCT
ajee-5441	219	14	and	and	CCONJ
ajee-5441	219	15	context	context	NOUN
ajee-5441	219	16	-	-	PUNCT
ajee-5441	219	17	sensitive	sensitive	ADJ
ajee-5441	219	18	works	work	NOUN
ajee-5441	219	19	that	that	PRON
ajee-5441	219	20	can	can	AUX
ajee-5441	219	21	more	more	ADV
ajee-5441	219	22	genuinely	genuinely	ADV
ajee-5441	219	23	estimate	estimate	VERB
ajee-5441	219	24	the	the	DET
ajee-5441	219	25	enduring	endure	VERB
ajee-5441	219	26	impact	impact	NOUN
ajee-5441	219	27	and	and	CCONJ
ajee-5441	219	28	persistence	persistence	NOUN
ajee-5441	219	29	of	of	ADP
ajee-5441	219	30	ai	ai	ADJ
ajee-5441	219	31	-	-	PUNCT
ajee-5441	219	32	driven	drive	VERB
ajee-5441	219	33	interventions	intervention	NOUN
ajee-5441	219	34	in	in	ADP
ajee-5441	219	35	education	education	NOUN
ajee-5441	219	36	.	.	PUNCT
ajee-5441	220	1	reference	reference	NOUN
ajee-5441	220	2	abrar	abrar	PROPN
ajee-5441	220	3	,	,	PUNCT
ajee-5441	220	4	m.	m.	NOUN
ajee-5441	220	5	,	,	PUNCT
ajee-5441	220	6	aboraya	aboraya	PROPN
ajee-5441	220	7	,	,	PUNCT
ajee-5441	220	8	w.	w.	PROPN
ajee-5441	220	9	,	,	PUNCT
ajee-5441	220	10	khaliq	khaliq	PROPN
ajee-5441	220	11	,	,	PUNCT
ajee-5441	220	12	r.	r.	PROPN
ajee-5441	220	13	a.	a.	PROPN
ajee-5441	220	14	,	,	PUNCT
ajee-5441	220	15	subramanian	subramanian	PROPN
ajee-5441	220	16	,	,	PUNCT
ajee-5441	220	17	k.	k.	PROPN
ajee-5441	221	1	p.	p.	PROPN
ajee-5441	221	2	,	,	PUNCT
ajee-5441	221	3	al	al	PROPN
ajee-5441	221	4	husaini	husaini	PROPN
ajee-5441	221	5	,	,	PUNCT
ajee-5441	221	6	y.	y.	PROPN
ajee-5441	221	7	,	,	PUNCT
ajee-5441	221	8	&	&	CCONJ
ajee-5441	221	9	al	al	PROPN
ajee-5441	221	10	hussaini	hussaini	PROPN
ajee-5441	221	11	,	,	PUNCT
ajee-5441	221	12	m.	m.	NOUN
ajee-5441	221	13	(	(	PUNCT
ajee-5441	221	14	2025	2025	NUM
ajee-5441	221	15	)	)	PUNCT
ajee-5441	221	16	.	.	PUNCT
ajee-5441	222	1	aipowered	aipowere	VERB
ajee-5441	222	2	learning	learn	VERB
ajee-5441	222	3	pathways	pathway	NOUN
ajee-5441	222	4	:	:	PUNCT
ajee-5441	222	5	personalized	personalized	ADJ
ajee-5441	222	6	learning	learning	NOUN
ajee-5441	222	7	and	and	CCONJ
ajee-5441	222	8	dynamic	dynamic	ADJ
ajee-5441	222	9	assessments	assessment	NOUN
ajee-5441	222	10	.	.	PUNCT
ajee-5441	223	1	international	international	ADJ
ajee-5441	223	2	journal	journal	NOUN
ajee-5441	223	3	of	of	ADP
ajee-5441	223	4	advanced	advanced	ADJ
ajee-5441	223	5	computer	computer	NOUN
ajee-5441	223	6	science	science	NOUN
ajee-5441	223	7	&	&	CCONJ
ajee-5441	223	8	applications	application	NOUN
ajee-5441	223	9	,	,	PUNCT
ajee-5441	223	10	16(1	16(1	NUM
ajee-5441	223	11	)	)	PUNCT
ajee-5441	223	12	.	.	PUNCT
ajee-5441	224	1	abulibdeh	abulibdeh	PROPN
ajee-5441	224	2	,	,	PUNCT
ajee-5441	224	3	a.	a.	PROPN
ajee-5441	224	4	,	,	PUNCT
ajee-5441	224	5	el	el	PROPN
ajee-5441	224	6	-	-	PUNCT
ajee-5441	224	7	masri	masri	PROPN
ajee-5441	224	8	,	,	PUNCT
ajee-5441	224	9	m.	m.	NOUN
ajee-5441	224	10	,	,	PUNCT
ajee-5441	224	11	&	&	CCONJ
ajee-5441	224	12	almarashdeh	almarashdeh	PROPN
ajee-5441	224	13	,	,	PUNCT
ajee-5441	224	14	i.	i.	PROPN
ajee-5441	224	15	(	(	PUNCT
ajee-5441	224	16	2025	2025	NUM
ajee-5441	224	17	)	)	PUNCT
ajee-5441	224	18	.	.	PUNCT
ajee-5441	225	1	a	a	DET
ajee-5441	225	2	scoping	scope	VERB
ajee-5441	225	3	review	review	NOUN
ajee-5441	225	4	of	of	ADP
ajee-5441	225	5	the	the	DET
ajee-5441	225	6	strategic	strategic	ADJ
ajee-5441	225	7	integration	integration	NOUN
ajee-5441	225	8	of	of	ADP
ajee-5441	225	9	artificial	artificial	ADJ
ajee-5441	225	10	intelligence	intelligence	NOUN
ajee-5441	225	11	in	in	ADP
ajee-5441	225	12	higher	high	ADJ
ajee-5441	225	13	education	education	NOUN
ajee-5441	225	14	:	:	PUNCT
ajee-5441	225	15	transforming	transform	VERB
ajee-5441	225	16	university	university	NOUN
ajee-5441	225	17	excellence	excellence	NOUN
ajee-5441	225	18	themes	theme	NOUN
ajee-5441	225	19	and	and	CCONJ
ajee-5441	225	20	strategic	strategic	ADJ
ajee-5441	225	21	planning	planning	NOUN
ajee-5441	225	22	in	in	ADP
ajee-5441	225	23	the	the	DET
ajee-5441	225	24	digital	digital	ADJ
ajee-5441	225	25	era	era	NOUN
ajee-5441	225	26	.	.	PUNCT
ajee-5441	226	1	european	european	PROPN
ajee-5441	226	2	journal	journal	PROPN
ajee-5441	226	3	of	of	ADP
ajee-5441	226	4	education	education	NOUN
ajee-5441	226	5	,	,	PUNCT
ajee-5441	226	6	60(1	60(1	NUM
ajee-5441	226	7	)	)	PUNCT
ajee-5441	226	8	,	,	PUNCT
ajee-5441	226	9	e12908	e12908	X
ajee-5441	226	10	.	.	PUNCT
ajee-5441	227	1	https://doi.org/10.1111/ejed.12908	https://doi.org/10.1111/ejed.12908	PROPN
ajee-5441	228	1	al	al	PROPN
ajee-5441	228	2	nabhani	nabhani	PROPN
ajee-5441	228	3	,	,	PUNCT
ajee-5441	228	4	f.	f.	PROPN
ajee-5441	228	5	,	,	PUNCT
ajee-5441	228	6	hamzah	hamzah	PROPN
ajee-5441	228	7	,	,	PUNCT
ajee-5441	228	8	m.	m.	PROPN
ajee-5441	228	9	b.	b.	PROPN
ajee-5441	228	10	,	,	PUNCT
ajee-5441	228	11	&	&	CCONJ
ajee-5441	228	12	abuhassna	abuhassna	PROPN
ajee-5441	228	13	,	,	PUNCT
ajee-5441	228	14	h.	h.	PROPN
ajee-5441	228	15	(	(	PUNCT
ajee-5441	228	16	2025	2025	NUM
ajee-5441	228	17	)	)	PUNCT
ajee-5441	228	18	.	.	PUNCT
ajee-5441	229	1	the	the	DET
ajee-5441	229	2	role	role	NOUN
ajee-5441	229	3	of	of	ADP
ajee-5441	229	4	artificial	artificial	ADJ
ajee-5441	229	5	intelligence	intelligence	NOUN
ajee-5441	229	6	in	in	ADP
ajee-5441	229	7	personalizing	personalize	VERB
ajee-5441	229	8	educational	educational	ADJ
ajee-5441	229	9	content	content	NOUN
ajee-5441	229	10	:	:	PUNCT
ajee-5441	229	11	enhancing	enhance	VERB
ajee-5441	229	12	the	the	DET
ajee-5441	229	13	learning	learning	NOUN
ajee-5441	229	14	experience	experience	NOUN
ajee-5441	229	15	and	and	CCONJ
ajee-5441	229	16	developing	develop	VERB
ajee-5441	229	17	the	the	DET
ajee-5441	229	18	teacher	teacher	NOUN
ajee-5441	229	19	’s	’s	PART
ajee-5441	229	20	role	role	NOUN
ajee-5441	229	21	in	in	ADP
ajee-5441	229	22	an	an	DET
ajee-5441	229	23	integrated	integrate	VERB
ajee-5441	229	24	educational	educational	ADJ
ajee-5441	229	25	environment	environment	NOUN
ajee-5441	229	26	.	.	PUNCT
ajee-5441	230	1	contemporary	contemporary	ADJ
ajee-5441	230	2	educational	educational	ADJ
ajee-5441	230	3	technology	technology	NOUN
ajee-5441	230	4	,	,	PUNCT
ajee-5441	230	5	17(2	17(2	NUM
ajee-5441	230	6	)	)	PUNCT
ajee-5441	230	7	.	.	PUNCT
ajee-5441	231	1	aljabr	aljabr	PROPN
ajee-5441	231	2	,	,	PUNCT
ajee-5441	231	3	f.	f.	PROPN
ajee-5441	231	4	s.	s.	PROPN
ajee-5441	231	5	,	,	PUNCT
ajee-5441	231	6	&	&	CCONJ
ajee-5441	231	7	al	al	PROPN
ajee-5441	231	8	-	-	PUNCT
ajee-5441	231	9	ahdal	ahdal	NOUN
ajee-5441	231	10	,	,	PUNCT
ajee-5441	231	11	a.	a.	NOUN
ajee-5441	231	12	a.	a.	PROPN
ajee-5441	231	13	m.	m.	PROPN
ajee-5441	231	14	h.	h.	PROPN
ajee-5441	231	15	(	(	PUNCT
ajee-5441	231	16	2024	2024	NUM
ajee-5441	231	17	)	)	PUNCT
ajee-5441	231	18	.	.	PUNCT
ajee-5441	232	1	ethical	ethical	ADJ
ajee-5441	232	2	and	and	CCONJ
ajee-5441	232	3	pedagogical	pedagogical	ADJ
ajee-5441	232	4	implications	implication	NOUN
ajee-5441	232	5	of	of	ADP
ajee-5441	232	6	ai	ai	NOUN
ajee-5441	232	7	in	in	ADP
ajee-5441	232	8	language	language	NOUN
ajee-5441	232	9	education	education	NOUN
ajee-5441	232	10	:	:	PUNCT
ajee-5441	232	11	an	an	DET
ajee-5441	232	12	empirical	empirical	ADJ
ajee-5441	232	13	study	study	NOUN
ajee-5441	232	14	at	at	ADP
ajee-5441	232	15	ha’il	ha’il	PROPN
ajee-5441	232	16	university	university	PROPN
ajee-5441	232	17	.	.	PUNCT
ajee-5441	233	1	acta	acta	PROPN
ajee-5441	233	2	psychologica	psychologica	PROPN
ajee-5441	233	3	,	,	PUNCT
ajee-5441	233	4	251	251	NUM
ajee-5441	233	5	,	,	PUNCT
ajee-5441	233	6	104605	104605	NUM
ajee-5441	233	7	.	.	PUNCT
ajee-5441	234	1	assefa	assefa	PROPN
ajee-5441	234	2	,	,	PUNCT
ajee-5441	234	3	y.	y.	PROPN
ajee-5441	234	4	,	,	PUNCT
ajee-5441	234	5	gebremeskel	gebremeskel	NOUN
ajee-5441	234	6	,	,	PUNCT
ajee-5441	234	7	m.	m.	NOUN
ajee-5441	234	8	m.	m.	NOUN
ajee-5441	234	9	,	,	PUNCT
ajee-5441	234	10	moges	moge	NOUN
ajee-5441	234	11	,	,	PUNCT
ajee-5441	234	12	b.	b.	PROPN
ajee-5441	234	13	t.	t.	PROPN
ajee-5441	234	14	,	,	PUNCT
ajee-5441	234	15	tilwani	tilwani	PROPN
ajee-5441	234	16	,	,	PUNCT
ajee-5441	234	17	s.	s.	PROPN
ajee-5441	234	18	a.	a.	PROPN
ajee-5441	234	19	,	,	PUNCT
ajee-5441	234	20	&	&	CCONJ
ajee-5441	234	21	azmera	azmera	PROPN
ajee-5441	234	22	,	,	PUNCT
ajee-5441	234	23	y.	y.	PROPN
ajee-5441	234	24	a.	a.	PROPN
ajee-5441	234	25	(	(	PUNCT
ajee-5441	234	26	2025	2025	NUM
ajee-5441	234	27	)	)	PUNCT
ajee-5441	234	28	.	.	PUNCT
ajee-5441	235	1	rethinking	rethink	VERB
ajee-5441	235	2	the	the	DET
ajee-5441	235	3	digital	digital	ADJ
ajee-5441	235	4	divide	divide	NOUN
ajee-5441	235	5	and	and	CCONJ
ajee-5441	235	6	associated	associate	VERB
ajee-5441	235	7	educational	educational	ADJ
ajee-5441	235	8	in	in	ADP
ajee-5441	235	9	(	(	PUNCT
ajee-5441	235	10	equity	equity	NOUN
ajee-5441	235	11	)	)	PUNCT
ajee-5441	235	12	in	in	ADP
ajee-5441	235	13	higher	high	ADJ
ajee-5441	235	14	pa	pa	PROPN
ajee-5441	235	15	ge	ge	PROPN
ajee-5441	235	16	13	13	NUM
ajee-5441	235	17	4	4	NUM
ajee-5441	235	18	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-5441	235	19	am	am	NOUN
ajee-5441	235	20	.	.	PUNCT
ajee-5441	236	1	j.	j.	PROPN
ajee-5441	236	2	environ	environ	PROPN
ajee-5441	236	3	econ	econ	PROPN
ajee-5441	236	4	.	.	PUNCT
ajee-5441	237	1	4(1	4(1	X
ajee-5441	237	2	)	)	PUNCT
ajee-5441	238	1	127	127	NUM
ajee-5441	238	2	-	-	SYM
ajee-5441	238	3	135	135	NUM
ajee-5441	238	4	,	,	PUNCT
ajee-5441	238	5	2025	2025	NUM
ajee-5441	238	6	education	education	NOUN
ajee-5441	238	7	in	in	ADP
ajee-5441	238	8	the	the	DET
ajee-5441	238	9	context	context	NOUN
ajee-5441	238	10	of	of	ADP
ajee-5441	238	11	developing	develop	VERB
ajee-5441	238	12	countries	country	NOUN
ajee-5441	238	13	:	:	PUNCT
ajee-5441	238	14	the	the	DET
ajee-5441	238	15	social	social	PROPN
ajee-5441	238	16	justice	justice	PROPN
ajee-5441	238	17	perspective	perspective	NOUN
ajee-5441	238	18	.	.	PUNCT
ajee-5441	239	1	the	the	DET
ajee-5441	239	2	international	international	ADJ
ajee-5441	239	3	journal	journal	NOUN
ajee-5441	239	4	of	of	ADP
ajee-5441	239	5	information	information	NOUN
ajee-5441	239	6	and	and	CCONJ
ajee-5441	239	7	learning	learn	VERB
ajee-5441	239	8	technology	technology	NOUN
ajee-5441	239	9	,	,	PUNCT
ajee-5441	239	10	42(1	42(1	NOUN
ajee-5441	239	11	)	)	PUNCT
ajee-5441	239	12	,	,	PUNCT
ajee-5441	239	13	15	15	NUM
ajee-5441	239	14	-	-	SYM
ajee-5441	239	15	32	32	NUM
ajee-5441	239	16	.	.	PUNCT
ajee-5441	240	1	bøe	bøe	PROPN
ajee-5441	240	2	,	,	PUNCT
ajee-5441	240	3	m.	m.	NOUN
ajee-5441	240	4	v.	v.	NOUN
ajee-5441	240	5	,	,	PUNCT
ajee-5441	240	6	lauvland	lauvland	PROPN
ajee-5441	240	7	,	,	PUNCT
ajee-5441	240	8	a.	a.	NOUN
ajee-5441	240	9	,	,	PUNCT
ajee-5441	240	10	&	&	CCONJ
ajee-5441	240	11	henriksen	henriksen	PROPN
ajee-5441	240	12	,	,	PUNCT
ajee-5441	240	13	e.	e.	PROPN
ajee-5441	240	14	k.	k.	PROPN
ajee-5441	240	15	(	(	PUNCT
ajee-5441	240	16	2025	2025	NUM
ajee-5441	240	17	)	)	PUNCT
ajee-5441	240	18	.	.	PUNCT
ajee-5441	241	1	how	how	SCONJ
ajee-5441	241	2	motivation	motivation	NOUN
ajee-5441	241	3	for	for	ADP
ajee-5441	241	4	undergraduate	undergraduate	ADJ
ajee-5441	241	5	physics	physics	NOUN
ajee-5441	241	6	interacts	interact	VERB
ajee-5441	241	7	with	with	ADP
ajee-5441	241	8	learning	learn	VERB
ajee-5441	241	9	activities	activity	NOUN
ajee-5441	241	10	in	in	ADP
ajee-5441	241	11	a	a	DET
ajee-5441	241	12	system	system	NOUN
ajee-5441	241	13	with	with	ADP
ajee-5441	241	14	built‐in	built‐in	ADJ
ajee-5441	241	15	autonomy	autonomy	NOUN
ajee-5441	241	16	.	.	PUNCT
ajee-5441	242	1	science	science	NOUN
ajee-5441	242	2	education	education	NOUN
ajee-5441	242	3	,	,	PUNCT
ajee-5441	242	4	109(2	109(2	NUM
ajee-5441	242	5	)	)	PUNCT
ajee-5441	242	6	,	,	PUNCT
ajee-5441	242	7	506	506	NUM
ajee-5441	242	8	-	-	SYM
ajee-5441	242	9	522	522	NUM
ajee-5441	242	10	.	.	PUNCT
ajee-5441	243	1	bognár	bognár	PROPN
ajee-5441	243	2	,	,	PUNCT
ajee-5441	243	3	l.	l.	PROPN
ajee-5441	243	4	,	,	PUNCT
ajee-5441	243	5	molnár	molnár	PROPN
ajee-5441	243	6	,	,	PUNCT
ajee-5441	243	7	g.	g.	PROPN
ajee-5441	243	8	,	,	PUNCT
ajee-5441	243	9	fülöp	fülöp	PROPN
ajee-5441	243	10	,	,	PUNCT
ajee-5441	243	11	m.	m.	NOUN
ajee-5441	243	12	t.	t.	PROPN
ajee-5441	243	13	,	,	PUNCT
ajee-5441	243	14	&	&	CCONJ
ajee-5441	243	15	németh	németh	PROPN
ajee-5441	243	16	,	,	PUNCT
ajee-5441	243	17	z.	z.	PROPN
ajee-5441	243	18	(	(	PUNCT
ajee-5441	243	19	2024	2024	NUM
ajee-5441	243	20	)	)	PUNCT
ajee-5441	243	21	.	.	PUNCT
ajee-5441	244	1	re	re	VERB
ajee-5441	244	2	-	-	VERB
ajee-5441	244	3	evaluating	evaluate	VERB
ajee-5441	244	4	components	component	NOUN
ajee-5441	244	5	of	of	ADP
ajee-5441	244	6	classical	classical	ADJ
ajee-5441	244	7	educational	educational	ADJ
ajee-5441	244	8	theories	theory	NOUN
ajee-5441	244	9	in	in	ADP
ajee-5441	244	10	ai	ai	ADV
ajee-5441	244	11	-	-	PUNCT
ajee-5441	244	12	enhanced	enhanced	ADJ
ajee-5441	244	13	learning	learning	NOUN
ajee-5441	244	14	:	:	PUNCT
ajee-5441	244	15	an	an	DET
ajee-5441	244	16	empirical	empirical	ADJ
ajee-5441	244	17	study	study	NOUN
ajee-5441	244	18	on	on	ADP
ajee-5441	244	19	student	student	NOUN
ajee-5441	244	20	engagement	engagement	NOUN
ajee-5441	244	21	.	.	PUNCT
ajee-5441	245	1	education	education	NOUN
ajee-5441	245	2	sciences	sciences	PROPN
ajee-5441	245	3	,	,	PUNCT
ajee-5441	245	4	14(9	14(9	NUM
ajee-5441	245	5	)	)	PUNCT
ajee-5441	245	6	,	,	PUNCT
ajee-5441	245	7	974	974	NUM
ajee-5441	245	8	.	.	PUNCT
ajee-5441	246	1	https://doi.org/10.3390/educsci14090974	https://doi.org/10.3390/educsci14090974	PROPN
ajee-5441	246	2	chan	chan	PROPN
ajee-5441	246	3	,	,	PUNCT
ajee-5441	246	4	c.	c.	PROPN
ajee-5441	246	5	k.	k.	PROPN
ajee-5441	246	6	y.	y.	PROPN
ajee-5441	246	7	,	,	PUNCT
ajee-5441	246	8	&	&	CCONJ
ajee-5441	246	9	tsi	tsi	PROPN
ajee-5441	246	10	,	,	PUNCT
ajee-5441	246	11	l.	l.	PROPN
ajee-5441	246	12	h.	h.	PROPN
ajee-5441	246	13	(	(	PUNCT
ajee-5441	246	14	2024	2024	NUM
ajee-5441	246	15	)	)	PUNCT
ajee-5441	246	16	.	.	PUNCT
ajee-5441	247	1	will	will	AUX
ajee-5441	247	2	generative	generative	VERB
ajee-5441	247	3	ai	ai	VERB
ajee-5441	247	4	replace	replace	NOUN
ajee-5441	247	5	teachers	teacher	NOUN
ajee-5441	247	6	in	in	ADP
ajee-5441	247	7	higher	high	ADJ
ajee-5441	247	8	education	education	NOUN
ajee-5441	247	9	?	?	PUNCT
ajee-5441	248	1	a	a	DET
ajee-5441	248	2	study	study	NOUN
ajee-5441	248	3	of	of	ADP
ajee-5441	248	4	teacher	teacher	NOUN
ajee-5441	248	5	and	and	CCONJ
ajee-5441	248	6	student	student	NOUN
ajee-5441	248	7	perceptions	perception	NOUN
ajee-5441	248	8	.	.	PUNCT
ajee-5441	249	1	studies	study	NOUN
ajee-5441	249	2	in	in	ADP
ajee-5441	249	3	educational	educational	ADJ
ajee-5441	249	4	evaluation	evaluation	NOUN
ajee-5441	249	5	,	,	PUNCT
ajee-5441	249	6	83	83	NUM
ajee-5441	249	7	,	,	PUNCT
ajee-5441	249	8	101395	101395	NUM
ajee-5441	249	9	.	.	PUNCT
ajee-5441	250	1	cohn	cohn	PROPN
ajee-5441	250	2	,	,	PUNCT
ajee-5441	250	3	c.	c.	PROPN
ajee-5441	250	4	,	,	PUNCT
ajee-5441	250	5	snyder	snyder	PROPN
ajee-5441	250	6	,	,	PUNCT
ajee-5441	250	7	c.	c.	PROPN
ajee-5441	250	8	,	,	PUNCT
ajee-5441	250	9	fonteles	fontele	NOUN
ajee-5441	250	10	,	,	PUNCT
ajee-5441	250	11	j.	j.	PROPN
ajee-5441	250	12	h.	h.	PROPN
ajee-5441	250	13	,	,	PUNCT
ajee-5441	250	14	ts	ts	PROPN
ajee-5441	250	15	,	,	PUNCT
ajee-5441	250	16	a.	a.	NOUN
ajee-5441	250	17	,	,	PUNCT
ajee-5441	250	18	montenegro	montenegro	PROPN
ajee-5441	250	19	,	,	PUNCT
ajee-5441	250	20	j.	j.	PROPN
ajee-5441	250	21	,	,	PUNCT
ajee-5441	250	22	&	&	CCONJ
ajee-5441	250	23	biswas	biswas	PROPN
ajee-5441	250	24	,	,	PUNCT
ajee-5441	250	25	g.	g.	PROPN
ajee-5441	250	26	(	(	PUNCT
ajee-5441	250	27	2025	2025	NUM
ajee-5441	250	28	)	)	PUNCT
ajee-5441	250	29	.	.	PUNCT
ajee-5441	251	1	a	a	DET
ajee-5441	251	2	multimodal	multimodal	ADJ
ajee-5441	251	3	approach	approach	NOUN
ajee-5441	251	4	to	to	ADP
ajee-5441	251	5	support	support	NOUN
ajee-5441	251	6	teacher	teacher	NOUN
ajee-5441	251	7	,	,	PUNCT
ajee-5441	251	8	researcher	researcher	NOUN
ajee-5441	251	9	and	and	CCONJ
ajee-5441	251	10	ai	ai	VERB
ajee-5441	251	11	collaboration	collaboration	NOUN
ajee-5441	251	12	in	in	ADP
ajee-5441	251	13	stem+	stem+	PUNCT
ajee-5441	251	14	c	c	AUX
ajee-5441	251	15	learning	learn	VERB
ajee-5441	251	16	environments	environment	NOUN
ajee-5441	251	17	.	.	PUNCT
ajee-5441	252	1	british	british	ADJ
ajee-5441	252	2	journal	journal	PROPN
ajee-5441	252	3	of	of	ADP
ajee-5441	252	4	educational	educational	ADJ
ajee-5441	252	5	technology	technology	NOUN
ajee-5441	252	6	,	,	PUNCT
ajee-5441	252	7	56(2	56(2	ADJ
ajee-5441	252	8	)	)	PUNCT
ajee-5441	252	9	,	,	PUNCT
ajee-5441	252	10	595	595	NUM
ajee-5441	252	11	-	-	SYM
ajee-5441	252	12	620	620	NUM
ajee-5441	252	13	.	.	PUNCT
ajee-5441	253	1	crompton	crompton	PROPN
ajee-5441	253	2	,	,	PUNCT
ajee-5441	253	3	h.	h.	PROPN
ajee-5441	253	4	,	,	PUNCT
ajee-5441	253	5	edmett	edmett	PROPN
ajee-5441	253	6	,	,	PUNCT
ajee-5441	253	7	a.	a.	PROPN
ajee-5441	253	8	,	,	PUNCT
ajee-5441	253	9	ichaporia	ichaporia	PROPN
ajee-5441	253	10	,	,	PUNCT
ajee-5441	253	11	n.	n.	NOUN
ajee-5441	253	12	,	,	PUNCT
ajee-5441	253	13	&	&	CCONJ
ajee-5441	253	14	burke	burke	PROPN
ajee-5441	253	15	,	,	PUNCT
ajee-5441	253	16	d.	d.	PROPN
ajee-5441	253	17	(	(	PUNCT
ajee-5441	253	18	2024	2024	NUM
ajee-5441	253	19	)	)	PUNCT
ajee-5441	253	20	.	.	PUNCT
ajee-5441	254	1	ai	ai	VERB
ajee-5441	254	2	and	and	CCONJ
ajee-5441	254	3	english	english	ADJ
ajee-5441	254	4	language	language	NOUN
ajee-5441	254	5	teaching	teaching	NOUN
ajee-5441	254	6	:	:	PUNCT
ajee-5441	254	7	affordances	affordance	NOUN
ajee-5441	254	8	and	and	CCONJ
ajee-5441	254	9	challenges	challenge	NOUN
ajee-5441	254	10	.	.	PUNCT
ajee-5441	255	1	british	british	ADJ
ajee-5441	255	2	journal	journal	PROPN
ajee-5441	255	3	of	of	ADP
ajee-5441	255	4	educational	educational	ADJ
ajee-5441	255	5	technology	technology	NOUN
ajee-5441	255	6	,	,	PUNCT
ajee-5441	255	7	55(6	55(6	NUM
ajee-5441	255	8	)	)	PUNCT
ajee-5441	255	9	,	,	PUNCT
ajee-5441	255	10	2503	2503	NUM
ajee-5441	255	11	-	-	SYM
ajee-5441	255	12	2529	2529	NUM
ajee-5441	255	13	.	.	PUNCT
ajee-5441	256	1	davison	davison	PROPN
ajee-5441	256	2	,	,	PUNCT
ajee-5441	256	3	r.	r.	PROPN
ajee-5441	256	4	m.	m.	PROPN
ajee-5441	256	5	,	,	PUNCT
ajee-5441	256	6	myers	myers	PROPN
ajee-5441	256	7	,	,	PUNCT
ajee-5441	256	8	m.	m.	PROPN
ajee-5441	256	9	d.	d.	PROPN
ajee-5441	256	10	,	,	PUNCT
ajee-5441	256	11	&	&	CCONJ
ajee-5441	256	12	beaudry	beaudry	PROPN
ajee-5441	256	13	,	,	PUNCT
ajee-5441	256	14	a.	a.	PROPN
ajee-5441	256	15	(	(	PUNCT
ajee-5441	256	16	2024	2024	NUM
ajee-5441	256	17	)	)	PUNCT
ajee-5441	256	18	.	.	PUNCT
ajee-5441	257	1	the	the	DET
ajee-5441	257	2	ethics	ethic	NOUN
ajee-5441	257	3	of	of	ADP
ajee-5441	257	4	using	use	VERB
ajee-5441	257	5	generative	generative	NOUN
ajee-5441	257	6	ai	ai	VERB
ajee-5441	257	7	for	for	ADP
ajee-5441	257	8	qualitative	qualitative	ADJ
ajee-5441	257	9	data	datum	NOUN
ajee-5441	257	10	analysis	analysis	NOUN
ajee-5441	257	11	.	.	PUNCT
ajee-5441	258	1	information	information	NOUN
ajee-5441	258	2	systems	system	NOUN
ajee-5441	258	3	journal	journal	PROPN
ajee-5441	258	4	,	,	PUNCT
ajee-5441	258	5	34(5	34(5	PROPN
ajee-5441	258	6	)	)	PUNCT
ajee-5441	258	7	,	,	PUNCT
ajee-5441	258	8	1433–1439	1433–1439	NUM
ajee-5441	258	9	.	.	PUNCT
ajee-5441	259	1	https://doi.org/10.1111/isj.12547	https://doi.org/10.1111/isj.12547	ADJ
ajee-5441	259	2	dhinakaran	dhinakaran	PROPN
ajee-5441	259	3	,	,	PUNCT
ajee-5441	259	4	d.	d.	PROPN
ajee-5441	259	5	,	,	PUNCT
ajee-5441	259	6	raja	raja	PROPN
ajee-5441	259	7	,	,	PUNCT
ajee-5441	259	8	s.	s.	PROPN
ajee-5441	259	9	e.	e.	PROPN
ajee-5441	259	10	,	,	PUNCT
ajee-5441	259	11	jasmine	jasmine	PROPN
ajee-5441	259	12	,	,	PUNCT
ajee-5441	259	13	j.	j.	PROPN
ajee-5441	259	14	j.	j.	PROPN
ajee-5441	259	15	,	,	PUNCT
ajee-5441	259	16	kumar	kumar	PROPN
ajee-5441	259	17	,	,	PUNCT
ajee-5441	259	18	p.	p.	NOUN
ajee-5441	259	19	v.	v.	PROPN
ajee-5441	259	20	,	,	PUNCT
ajee-5441	259	21	&	&	CCONJ
ajee-5441	259	22	ramani	ramani	PROPN
ajee-5441	259	23	,	,	PUNCT
ajee-5441	259	24	r.	r.	PROPN
ajee-5441	259	25	(	(	PUNCT
ajee-5441	259	26	2025	2025	NUM
ajee-5441	259	27	)	)	PUNCT
ajee-5441	259	28	.	.	PUNCT
ajee-5441	260	1	the	the	DET
ajee-5441	260	2	future	future	NOUN
ajee-5441	260	3	of	of	ADP
ajee-5441	260	4	well	well	ADV
ajee-5441	260	5	-	-	PUNCT
ajee-5441	260	6	being	being	NOUN
ajee-5441	260	7	:	:	PUNCT
ajee-5441	260	8	aipowered	aipowere	VERB
ajee-5441	260	9	health	health	NOUN
ajee-5441	260	10	management	management	NOUN
ajee-5441	260	11	with	with	ADP
ajee-5441	260	12	privacy	privacy	NOUN
ajee-5441	260	13	at	at	ADP
ajee-5441	260	14	its	its	PRON
ajee-5441	260	15	core	core	NOUN
ajee-5441	260	16	.	.	PUNCT
ajee-5441	261	1	in	in	ADP
ajee-5441	261	2	wellness	wellness	NOUN
ajee-5441	261	3	management	management	NOUN
ajee-5441	261	4	powered	power	VERB
ajee-5441	261	5	by	by	ADP
ajee-5441	261	6	ai	ai	PROPN
ajee-5441	261	7	technologies	technology	NOUN
ajee-5441	261	8	(	(	PUNCT
ajee-5441	261	9	pp	pp	ADJ
ajee-5441	261	10	.	.	PUNCT
ajee-5441	261	11	363–402	363–402	NUM
ajee-5441	261	12	)	)	PUNCT
ajee-5441	261	13	.	.	PUNCT
ajee-5441	262	1	eltahir	eltahir	NOUN
ajee-5441	262	2	,	,	PUNCT
ajee-5441	262	3	m.	m.	PROPN
ajee-5441	262	4	e.	e.	PROPN
ajee-5441	262	5	,	,	PUNCT
ajee-5441	262	6	&	&	CCONJ
ajee-5441	262	7	babiker	babiker	PROPN
ajee-5441	262	8	,	,	PUNCT
ajee-5441	262	9	f.	f.	PROPN
ajee-5441	262	10	m.	m.	PROPN
ajee-5441	262	11	e.	e.	PROPN
ajee-5441	262	12	(	(	PUNCT
ajee-5441	262	13	2024	2024	NUM
ajee-5441	262	14	)	)	PUNCT
ajee-5441	262	15	.	.	PUNCT
ajee-5441	263	1	the	the	DET
ajee-5441	263	2	influence	influence	NOUN
ajee-5441	263	3	of	of	ADP
ajee-5441	263	4	artificial	artificial	ADJ
ajee-5441	263	5	intelligence	intelligence	NOUN
ajee-5441	263	6	tools	tool	NOUN
ajee-5441	263	7	on	on	ADP
ajee-5441	263	8	student	student	NOUN
ajee-5441	263	9	performance	performance	NOUN
ajee-5441	263	10	in	in	ADP
ajee-5441	263	11	e	e	NOUN
ajee-5441	263	12	-	-	ADJ
ajee-5441	263	13	learning	learning	ADJ
ajee-5441	263	14	environments	environment	NOUN
ajee-5441	263	15	:	:	PUNCT
ajee-5441	263	16	case	case	NOUN
ajee-5441	263	17	study	study	NOUN
ajee-5441	263	18	.	.	PUNCT
ajee-5441	264	1	electronic	electronic	ADJ
ajee-5441	264	2	journal	journal	NOUN
ajee-5441	264	3	of	of	ADP
ajee-5441	264	4	e	e	NOUN
ajee-5441	264	5	-	-	ADJ
ajee-5441	264	6	learning	learning	ADJ
ajee-5441	264	7	,	,	PUNCT
ajee-5441	264	8	22(9	22(9	NUM
ajee-5441	264	9	)	)	PUNCT
ajee-5441	264	10	,	,	PUNCT
ajee-5441	264	11	91	91	NUM
ajee-5441	264	12	-	-	SYM
ajee-5441	264	13	110	110	NUM
ajee-5441	264	14	.	.	PUNCT
ajee-5441	265	1	filiz	filiz	NOUN
ajee-5441	265	2	,	,	PUNCT
ajee-5441	265	3	o.	o.	PROPN
ajee-5441	265	4	,	,	PUNCT
ajee-5441	265	5	kaya	kaya	PROPN
ajee-5441	265	6	,	,	PUNCT
ajee-5441	265	7	m.	m.	PROPN
ajee-5441	265	8	h.	h.	PROPN
ajee-5441	265	9	,	,	PUNCT
ajee-5441	265	10	&	&	CCONJ
ajee-5441	265	11	adiguzel	adiguzel	NOUN
ajee-5441	265	12	,	,	PUNCT
ajee-5441	265	13	t.	t.	PROPN
ajee-5441	265	14	(	(	PUNCT
ajee-5441	265	15	2025	2025	NUM
ajee-5441	265	16	)	)	PUNCT
ajee-5441	265	17	.	.	PUNCT
ajee-5441	266	1	teachers	teacher	NOUN
ajee-5441	266	2	and	and	CCONJ
ajee-5441	266	3	ai	ai	VERB
ajee-5441	266	4	:	:	PUNCT
ajee-5441	266	5	understanding	understand	VERB
ajee-5441	266	6	the	the	DET
ajee-5441	266	7	factors	factor	NOUN
ajee-5441	266	8	influencing	influence	VERB
ajee-5441	266	9	ai	ai	VERB
ajee-5441	266	10	integration	integration	NOUN
ajee-5441	266	11	in	in	ADP
ajee-5441	266	12	k-12	k-12	PROPN
ajee-5441	266	13	education	education	NOUN
ajee-5441	266	14	.	.	PUNCT
ajee-5441	267	1	education	education	NOUN
ajee-5441	267	2	and	and	CCONJ
ajee-5441	267	3	information	information	NOUN
ajee-5441	267	4	technologies	technology	NOUN
ajee-5441	267	5	,	,	PUNCT
ajee-5441	267	6	1	1	NUM
ajee-5441	267	7	-	-	SYM
ajee-5441	267	8	37	37	NUM
ajee-5441	267	9	.	.	PUNCT
ajee-5441	268	1	fu	fu	PROPN
ajee-5441	268	2	,	,	PUNCT
ajee-5441	268	3	y.	y.	PROPN
ajee-5441	268	4	,	,	PUNCT
ajee-5441	268	5	&	&	CCONJ
ajee-5441	268	6	weng	weng	PROPN
ajee-5441	268	7	,	,	PUNCT
ajee-5441	268	8	z.	z.	PROPN
ajee-5441	268	9	(	(	PUNCT
ajee-5441	268	10	2024	2024	NUM
ajee-5441	268	11	)	)	PUNCT
ajee-5441	268	12	.	.	PUNCT
ajee-5441	269	1	navigating	navigate	VERB
ajee-5441	269	2	the	the	DET
ajee-5441	269	3	ethical	ethical	ADJ
ajee-5441	269	4	terrain	terrain	NOUN
ajee-5441	269	5	of	of	ADP
ajee-5441	269	6	ai	ai	NOUN
ajee-5441	269	7	in	in	ADP
ajee-5441	269	8	education	education	NOUN
ajee-5441	269	9	:	:	PUNCT
ajee-5441	269	10	a	a	DET
ajee-5441	269	11	systematic	systematic	ADJ
ajee-5441	269	12	review	review	NOUN
ajee-5441	269	13	on	on	ADP
ajee-5441	269	14	framing	frame	VERB
ajee-5441	269	15	responsible	responsible	ADJ
ajee-5441	269	16	human	human	NOUN
ajee-5441	269	17	-	-	PUNCT
ajee-5441	269	18	centered	center	VERB
ajee-5441	269	19	ai	ai	NOUN
ajee-5441	269	20	practices	practice	NOUN
ajee-5441	269	21	.	.	PUNCT
ajee-5441	270	1	computers	computer	NOUN
ajee-5441	270	2	and	and	CCONJ
ajee-5441	270	3	education	education	NOUN
ajee-5441	270	4	:	:	PUNCT
ajee-5441	270	5	artificial	artificial	ADJ
ajee-5441	270	6	intelligence	intelligence	NOUN
ajee-5441	270	7	,	,	PUNCT
ajee-5441	270	8	5	5	NUM
ajee-5441	270	9	,	,	PUNCT
ajee-5441	270	10	100306	100306	NUM
ajee-5441	270	11	.	.	PUNCT
ajee-5441	271	1	https://	https://	PROPN
ajee-5441	271	2	doi.org/10.1016/j.caeai.2024.100306	doi.org/10.1016/j.caeai.2024.100306	PROPN
ajee-5441	271	3	idrisov	idrisov	PROPN
ajee-5441	271	4	,	,	PUNCT
ajee-5441	271	5	b.	b.	PROPN
ajee-5441	271	6	,	,	PUNCT
ajee-5441	271	7	&	&	CCONJ
ajee-5441	271	8	schlippe	schlippe	PROPN
ajee-5441	271	9	,	,	PUNCT
ajee-5441	271	10	t.	t.	PROPN
ajee-5441	271	11	(	(	PUNCT
ajee-5441	271	12	2024	2024	NUM
ajee-5441	271	13	)	)	PUNCT
ajee-5441	271	14	.	.	PUNCT
ajee-5441	272	1	program	program	NOUN
ajee-5441	272	2	code	code	NOUN
ajee-5441	272	3	generation	generation	NOUN
ajee-5441	272	4	with	with	ADP
ajee-5441	272	5	generative	generative	ADJ
ajee-5441	272	6	ais	ais	PROPN
ajee-5441	272	7	.	.	PROPN
ajee-5441	272	8	algorithms	algorithms	PROPN
ajee-5441	272	9	,	,	PUNCT
ajee-5441	272	10	17(2	17(2	NUM
ajee-5441	272	11	)	)	PUNCT
ajee-5441	272	12	,	,	PUNCT
ajee-5441	272	13	62	62	NUM
ajee-5441	272	14	.	.	PUNCT
ajee-5441	273	1	kaswan	kaswan	PROPN
ajee-5441	273	2	,	,	PUNCT
ajee-5441	273	3	k.	k.	PROPN
ajee-5441	273	4	s.	s.	PROPN
ajee-5441	273	5	,	,	PUNCT
ajee-5441	273	6	dhatterwal	dhatterwal	PROPN
ajee-5441	273	7	,	,	PUNCT
ajee-5441	273	8	j.	j.	PROPN
ajee-5441	273	9	s.	s.	PROPN
ajee-5441	273	10	,	,	PUNCT
ajee-5441	273	11	&	&	CCONJ
ajee-5441	273	12	ojha	ojha	PROPN
ajee-5441	273	13	,	,	PUNCT
ajee-5441	273	14	r.	r.	PROPN
ajee-5441	273	15	p.	p.	PROPN
ajee-5441	273	16	(	(	PUNCT
ajee-5441	273	17	2024	2024	NUM
ajee-5441	273	18	)	)	PUNCT
ajee-5441	273	19	.	.	PUNCT
ajee-5441	274	1	ai	ai	VERB
ajee-5441	274	2	in	in	ADP
ajee-5441	274	3	personalized	personalized	ADJ
ajee-5441	274	4	learning	learning	NOUN
ajee-5441	274	5	.	.	PUNCT
ajee-5441	275	1	in	in	ADP
ajee-5441	275	2	advances	advance	NOUN
ajee-5441	275	3	in	in	ADP
ajee-5441	275	4	technological	technological	ADJ
ajee-5441	275	5	innovations	innovation	NOUN
ajee-5441	275	6	in	in	ADP
ajee-5441	275	7	higher	high	ADJ
ajee-5441	275	8	education	education	NOUN
ajee-5441	275	9	(	(	PUNCT
ajee-5441	275	10	pp	pp	ADJ
ajee-5441	275	11	.	.	PUNCT
ajee-5441	276	1	103	103	NUM
ajee-5441	276	2	-	-	SYM
ajee-5441	276	3	117	117	NUM
ajee-5441	276	4	)	)	PUNCT
ajee-5441	276	5	.	.	PUNCT
ajee-5441	277	1	crc	crc	PROPN
ajee-5441	277	2	press	press	PROPN
ajee-5441	277	3	.	.	PUNCT
ajee-5441	278	1	khazanchi	khazanchi	PROPN
ajee-5441	278	2	,	,	PUNCT
ajee-5441	278	3	r.	r.	PROPN
ajee-5441	278	4	,	,	PUNCT
ajee-5441	278	5	di	di	PROPN
ajee-5441	278	6	mitri	mitri	PROPN
ajee-5441	278	7	,	,	PUNCT
ajee-5441	278	8	d.	d.	PROPN
ajee-5441	278	9	,	,	PUNCT
ajee-5441	278	10	&	&	CCONJ
ajee-5441	278	11	drachsler	drachsler	PROPN
ajee-5441	278	12	,	,	PUNCT
ajee-5441	278	13	h.	h.	PROPN
ajee-5441	278	14	(	(	PUNCT
ajee-5441	278	15	2025	2025	NUM
ajee-5441	278	16	)	)	PUNCT
ajee-5441	278	17	.	.	PUNCT
ajee-5441	279	1	the	the	DET
ajee-5441	279	2	effect	effect	NOUN
ajee-5441	279	3	of	of	ADP
ajee-5441	279	4	ai	ai	NOUN
ajee-5441	279	5	-	-	PUNCT
ajee-5441	279	6	based	base	VERB
ajee-5441	279	7	systems	system	NOUN
ajee-5441	279	8	on	on	ADP
ajee-5441	279	9	mathematics	mathematic	NOUN
ajee-5441	279	10	achievement	achievement	NOUN
ajee-5441	279	11	in	in	ADP
ajee-5441	279	12	rural	rural	ADJ
ajee-5441	279	13	context	context	NOUN
ajee-5441	279	14	:	:	PUNCT
ajee-5441	279	15	a	a	DET
ajee-5441	279	16	quantitative	quantitative	ADJ
ajee-5441	279	17	study	study	NOUN
ajee-5441	279	18	.	.	PUNCT
ajee-5441	280	1	journal	journal	PROPN
ajee-5441	280	2	of	of	ADP
ajee-5441	280	3	computer	computer	NOUN
ajee-5441	280	4	assisted	assist	VERB
ajee-5441	280	5	learning	learning	NOUN
ajee-5441	280	6	,	,	PUNCT
ajee-5441	280	7	41(1	41(1	NUM
ajee-5441	280	8	)	)	PUNCT
ajee-5441	280	9	,	,	PUNCT
ajee-5441	280	10	e13098	e13098	PROPN
ajee-5441	280	11	.	.	PUNCT
ajee-5441	281	1	koukaras	koukaras	PROPN
ajee-5441	281	2	,	,	PUNCT
ajee-5441	281	3	c.	c.	PROPN
ajee-5441	281	4	,	,	PUNCT
ajee-5441	281	5	hatzikraniotis	hatzikraniotis	PROPN
ajee-5441	281	6	,	,	PUNCT
ajee-5441	281	7	e.	e.	PROPN
ajee-5441	281	8	,	,	PUNCT
ajee-5441	281	9	mitsiaki	mitsiaki	PROPN
ajee-5441	281	10	,	,	PUNCT
ajee-5441	281	11	m.	m.	NOUN
ajee-5441	281	12	,	,	PUNCT
ajee-5441	281	13	koukaras	koukaras	PROPN
ajee-5441	281	14	,	,	PUNCT
ajee-5441	281	15	p.	p.	PROPN
ajee-5441	281	16	,	,	PUNCT
ajee-5441	281	17	tjortjis	tjortjis	PROPN
ajee-5441	281	18	,	,	PUNCT
ajee-5441	281	19	c.	c.	PROPN
ajee-5441	281	20	,	,	PUNCT
ajee-5441	281	21	&	&	CCONJ
ajee-5441	281	22	stavrinides	stavrinide	NOUN
ajee-5441	281	23	,	,	PUNCT
ajee-5441	281	24	s.	s.	PROPN
ajee-5441	281	25	g.	g.	PROPN
ajee-5441	281	26	(	(	PUNCT
ajee-5441	281	27	2025	2025	NUM
ajee-5441	281	28	)	)	PUNCT
ajee-5441	281	29	.	.	PUNCT
ajee-5441	282	1	revolutionising	revolutionise	VERB
ajee-5441	282	2	educational	educational	ADJ
ajee-5441	282	3	management	management	NOUN
ajee-5441	282	4	with	with	ADP
ajee-5441	282	5	ai	ai	NOUN
ajee-5441	282	6	and	and	CCONJ
ajee-5441	282	7	wireless	wireless	ADJ
ajee-5441	282	8	networks	network	NOUN
ajee-5441	282	9	:	:	PUNCT
ajee-5441	282	10	a	a	DET
ajee-5441	282	11	framework	framework	NOUN
ajee-5441	282	12	for	for	ADP
ajee-5441	282	13	smart	smart	ADJ
ajee-5441	282	14	resource	resource	NOUN
ajee-5441	282	15	allocation	allocation	NOUN
ajee-5441	282	16	and	and	CCONJ
ajee-5441	282	17	decision	decision	NOUN
ajee-5441	282	18	-	-	PUNCT
ajee-5441	282	19	making	making	NOUN
ajee-5441	282	20	.	.	PUNCT
ajee-5441	283	1	applied	apply	VERB
ajee-5441	283	2	sciences	science	NOUN
ajee-5441	283	3	,	,	PUNCT
ajee-5441	283	4	15(10	15(10	NUM
ajee-5441	283	5	)	)	PUNCT
ajee-5441	283	6	,	,	PUNCT
ajee-5441	283	7	5293	5293	NUM
ajee-5441	283	8	.	.	PUNCT
ajee-5441	284	1	mallik	mallik	PROPN
ajee-5441	284	2	,	,	PUNCT
ajee-5441	284	3	s.	s.	PROPN
ajee-5441	284	4	k.	k.	PROPN
ajee-5441	284	5	(	(	PUNCT
ajee-5441	284	6	2024	2024	NUM
ajee-5441	284	7	)	)	PUNCT
ajee-5441	284	8	.	.	PUNCT
ajee-5441	285	1	analyzing	analyze	VERB
ajee-5441	285	2	banking	banking	NOUN
ajee-5441	285	3	sector	sector	NOUN
ajee-5441	285	4	risk	risk	NOUN
ajee-5441	285	5	and	and	CCONJ
ajee-5441	285	6	capital	capital	NOUN
ajee-5441	285	7	allocation	allocation	NOUN
ajee-5441	285	8	:	:	PUNCT
ajee-5441	285	9	a	a	DET
ajee-5441	285	10	study	study	NOUN
ajee-5441	285	11	on	on	ADP
ajee-5441	285	12	the	the	DET
ajee-5441	285	13	improvement	improvement	NOUN
ajee-5441	285	14	of	of	ADP
ajee-5441	285	15	risk	risk	NOUN
ajee-5441	285	16	-	-	PUNCT
ajee-5441	285	17	weighted	weight	VERB
ajee-5441	285	18	assets	asset	NOUN
ajee-5441	285	19	and	and	CCONJ
ajee-5441	285	20	crar	crar	NOUN
ajee-5441	285	21	compliance	compliance	NOUN
ajee-5441	285	22	in	in	ADP
ajee-5441	285	23	2023	2023	NUM
ajee-5441	285	24	.	.	PUNCT
ajee-5441	286	1	mallik	mallik	PROPN
ajee-5441	286	2	,	,	PUNCT
ajee-5441	286	3	s.	s.	PROPN
ajee-5441	286	4	k.	k.	PROPN
ajee-5441	286	5	(	(	PUNCT
ajee-5441	286	6	2024	2024	NUM
ajee-5441	286	7	)	)	PUNCT
ajee-5441	286	8	.	.	PUNCT
ajee-5441	287	1	financial	financial	ADJ
ajee-5441	287	2	institutions	institution	NOUN
ajee-5441	287	3	in	in	ADP
ajee-5441	287	4	bangladesh	bangladesh	NOUN
ajee-5441	287	5	:	:	PUNCT
ajee-5441	287	6	assessing	assess	VERB
ajee-5441	287	7	performance	performance	NOUN
ajee-5441	287	8	,	,	PUNCT
ajee-5441	287	9	risk	risk	NOUN
ajee-5441	287	10	,	,	PUNCT
ajee-5441	287	11	and	and	CCONJ
ajee-5441	287	12	sectoral	sectoral	ADJ
ajee-5441	287	13	contributions	contribution	NOUN
ajee-5441	287	14	in	in	ADP
ajee-5441	287	15	2023	2023	NUM
ajee-5441	287	16	.	.	PUNCT
ajee-5441	288	1	mallik	mallik	PROPN
ajee-5441	288	2	,	,	PUNCT
ajee-5441	288	3	s.	s.	PROPN
ajee-5441	288	4	k.	k.	PROPN
ajee-5441	288	5	,	,	PUNCT
ajee-5441	288	6	&	&	CCONJ
ajee-5441	288	7	rahman	rahman	PROPN
ajee-5441	288	8	,	,	PUNCT
ajee-5441	288	9	m.	m.	NOUN
ajee-5441	288	10	a.	a.	NOUN
ajee-5441	288	11	(	(	PUNCT
ajee-5441	288	12	2024	2024	NUM
ajee-5441	288	13	)	)	PUNCT
ajee-5441	288	14	.	.	PUNCT
ajee-5441	289	1	an	an	DET
ajee-5441	289	2	analysis	analysis	NOUN
ajee-5441	289	3	of	of	ADP
ajee-5441	289	4	business	business	NOUN
ajee-5441	289	5	students	student	NOUN
ajee-5441	289	6	learning	learn	VERB
ajee-5441	289	7	styles	style	NOUN
ajee-5441	289	8	to	to	PART
ajee-5441	289	9	improve	improve	VERB
ajee-5441	289	10	the	the	DET
ajee-5441	289	11	effectiveness	effectiveness	NOUN
ajee-5441	289	12	of	of	ADP
ajee-5441	289	13	teaching	teaching	NOUN
ajee-5441	289	14	methods	method	NOUN
ajee-5441	289	15	.	.	PUNCT
ajee-5441	290	1	mallik	mallik	PROPN
ajee-5441	290	2	,	,	PUNCT
ajee-5441	290	3	s.	s.	PROPN
ajee-5441	290	4	k.	k.	PROPN
ajee-5441	290	5	,	,	PUNCT
ajee-5441	290	6	islam	islam	PROPN
ajee-5441	290	7	,	,	PUNCT
ajee-5441	290	8	m.	m.	PROPN
ajee-5441	290	9	r.	r.	PROPN
ajee-5441	290	10	,	,	PUNCT
ajee-5441	290	11	uddin	uddin	PROPN
ajee-5441	290	12	,	,	PUNCT
ajee-5441	290	13	i.	i.	PROPN
ajee-5441	290	14	,	,	PUNCT
ajee-5441	290	15	ali	ali	PROPN
ajee-5441	290	16	,	,	PUNCT
ajee-5441	290	17	m.	m.	NOUN
ajee-5441	290	18	a.	a.	PROPN
ajee-5441	290	19	,	,	PUNCT
ajee-5441	290	20	&	&	CCONJ
ajee-5441	290	21	trisha	trisha	PROPN
ajee-5441	290	22	,	,	PUNCT
ajee-5441	290	23	s.	s.	PROPN
ajee-5441	290	24	m.	m.	PROPN
ajee-5441	290	25	(	(	PUNCT
ajee-5441	290	26	2025	2025	NUM
ajee-5441	290	27	)	)	PUNCT
ajee-5441	290	28	.	.	PUNCT
ajee-5441	291	1	leveraging	leverage	VERB
ajee-5441	291	2	artificial	artificial	ADJ
ajee-5441	291	3	intelligence	intelligence	NOUN
ajee-5441	291	4	to	to	PART
ajee-5441	291	5	mitigate	mitigate	VERB
ajee-5441	291	6	money	money	NOUN
ajee-5441	291	7	laundering	laundering	NOUN
ajee-5441	291	8	risks	risk	NOUN
ajee-5441	291	9	through	through	ADP
ajee-5441	291	10	the	the	DET
ajee-5441	291	11	detection	detection	NOUN
ajee-5441	291	12	of	of	ADP
ajee-5441	291	13	cyberbullying	cyberbullye	VERB
ajee-5441	291	14	patterns	pattern	NOUN
ajee-5441	291	15	in	in	ADP
ajee-5441	291	16	financial	financial	ADJ
ajee-5441	291	17	transactions	transaction	NOUN
ajee-5441	291	18	.	.	PUNCT
ajee-5441	292	1	global	global	ADJ
ajee-5441	292	2	journal	journal	PROPN
ajee-5441	292	3	of	of	ADP
ajee-5441	292	4	engineering	engineering	NOUN
ajee-5441	292	5	and	and	CCONJ
ajee-5441	292	6	technology	technology	NOUN
ajee-5441	292	7	advances	advance	NOUN
ajee-5441	292	8	,	,	PUNCT
ajee-5441	292	9	22(01	22(01	NUM
ajee-5441	292	10	)	)	PUNCT
ajee-5441	292	11	,	,	PUNCT
ajee-5441	292	12	094	094	NUM
ajee-5441	292	13	-	-	SYM
ajee-5441	292	14	115	115	NUM
ajee-5441	292	15	.	.	PUNCT
ajee-5441	293	1	mallik	mallik	PROPN
ajee-5441	293	2	,	,	PUNCT
ajee-5441	293	3	s.	s.	PROPN
ajee-5441	293	4	k.	k.	PROPN
ajee-5441	293	5	,	,	PUNCT
ajee-5441	293	6	uddin	uddin	PROPN
ajee-5441	293	7	,	,	PUNCT
ajee-5441	293	8	i.	i.	PROPN
ajee-5441	293	9	,	,	PUNCT
ajee-5441	293	10	trisha	trisha	PROPN
ajee-5441	293	11	,	,	PUNCT
ajee-5441	293	12	s.	s.	PROPN
ajee-5441	293	13	m.	m.	PROPN
ajee-5441	293	14	,	,	PUNCT
ajee-5441	293	15	hasan	hasan	PROPN
ajee-5441	293	16	,	,	PUNCT
ajee-5441	293	17	m.	m.	NOUN
ajee-5441	293	18	m.	m.	NOUN
ajee-5441	293	19	,	,	PUNCT
ajee-5441	293	20	&	&	CCONJ
ajee-5441	293	21	rahman	rahman	PROPN
ajee-5441	293	22	,	,	PUNCT
ajee-5441	293	23	m.	m.	NOUN
ajee-5441	293	24	a.	a.	NOUN
ajee-5441	293	25	(	(	PUNCT
ajee-5441	293	26	2025	2025	NUM
ajee-5441	293	27	)	)	PUNCT
ajee-5441	293	28	.	.	PUNCT
ajee-5441	294	1	econometric	econometric	ADJ
ajee-5441	294	2	advances	advance	NOUN
ajee-5441	294	3	in	in	ADP
ajee-5441	294	4	causal	causal	ADJ
ajee-5441	294	5	inference	inference	NOUN
ajee-5441	294	6	:	:	PUNCT
ajee-5441	294	7	the	the	DET
ajee-5441	294	8	machine	machine	NOUN
ajee-5441	294	9	learning	learn	VERB
ajee-5441	294	10	revolution	revolution	NOUN
ajee-5441	294	11	.	.	PUNCT
ajee-5441	295	1	menard	menard	NOUN
ajee-5441	295	2	,	,	PUNCT
ajee-5441	295	3	p.	p.	NOUN
ajee-5441	295	4	,	,	PUNCT
ajee-5441	295	5	&	&	CCONJ
ajee-5441	295	6	bott	bott	PROPN
ajee-5441	295	7	,	,	PUNCT
ajee-5441	295	8	g.	g.	PROPN
ajee-5441	295	9	j.	j.	PROPN
ajee-5441	295	10	(	(	PUNCT
ajee-5441	295	11	2025	2025	NUM
ajee-5441	295	12	)	)	PUNCT
ajee-5441	295	13	.	.	PUNCT
ajee-5441	296	1	artificial	artificial	ADJ
ajee-5441	296	2	intelligence	intelligence	NOUN
ajee-5441	296	3	misuse	misuse	NOUN
ajee-5441	296	4	and	and	CCONJ
ajee-5441	296	5	concern	concern	NOUN
ajee-5441	296	6	for	for	ADP
ajee-5441	296	7	information	information	NOUN
ajee-5441	296	8	privacy	privacy	NOUN
ajee-5441	296	9	:	:	PUNCT
ajee-5441	296	10	new	new	ADJ
ajee-5441	296	11	construct	construct	VERB
ajee-5441	296	12	validation	validation	NOUN
ajee-5441	296	13	and	and	CCONJ
ajee-5441	296	14	future	future	ADJ
ajee-5441	296	15	directions	direction	NOUN
ajee-5441	296	16	.	.	PUNCT
ajee-5441	297	1	information	information	NOUN
ajee-5441	297	2	systems	system	NOUN
ajee-5441	297	3	journal	journal	PROPN
ajee-5441	297	4	,	,	PUNCT
ajee-5441	297	5	35(1	35(1	NUM
ajee-5441	297	6	)	)	PUNCT
ajee-5441	297	7	,	,	PUNCT
ajee-5441	297	8	322	322	NUM
ajee-5441	297	9	-	-	SYM
ajee-5441	297	10	367	367	NUM
ajee-5441	297	11	.	.	PUNCT
ajee-5441	298	1	mohamed	mohamed	PROPN
ajee-5441	298	2	saad	saad	PROPN
ajee-5441	298	3	,	,	PUNCT
ajee-5441	298	4	a.	a.	PROPN
ajee-5441	298	5	m.	m.	PROPN
ajee-5441	298	6	a.	a.	PROPN
ajee-5441	298	7	(	(	PUNCT
ajee-5441	298	8	2025	2025	NUM
ajee-5441	298	9	)	)	PUNCT
ajee-5441	298	10	.	.	PUNCT
ajee-5441	299	1	adapting	adapt	VERB
ajee-5441	299	2	accountants	accountant	NOUN
ajee-5441	299	3	to	to	ADP
ajee-5441	299	4	the	the	DET
ajee-5441	299	5	ai	ai	PROPN
ajee-5441	299	6	revolution	revolution	NOUN
ajee-5441	299	7	:	:	PUNCT
ajee-5441	299	8	university	university	NOUN
ajee-5441	299	9	strategies	strategy	NOUN
ajee-5441	299	10	for	for	ADP
ajee-5441	299	11	skill	skill	NOUN
ajee-5441	299	12	enhancement	enhancement	NOUN
ajee-5441	299	13	,	,	PUNCT
ajee-5441	299	14	job	job	NOUN
ajee-5441	299	15	security	security	NOUN
ajee-5441	299	16	and	and	CCONJ
ajee-5441	299	17	competence	competence	NOUN
ajee-5441	299	18	in	in	ADP
ajee-5441	299	19	accounting	accounting	NOUN
ajee-5441	299	20	.	.	PUNCT
ajee-5441	300	1	higher	high	ADJ
ajee-5441	300	2	education	education	NOUN
ajee-5441	300	3	,	,	PUNCT
ajee-5441	300	4	skills	skill	NOUN
ajee-5441	300	5	and	and	CCONJ
ajee-5441	300	6	work	work	NOUN
ajee-5441	300	7	-	-	PUNCT
ajee-5441	300	8	based	base	VERB
ajee-5441	300	9	learning	learning	NOUN
ajee-5441	300	10	,	,	PUNCT
ajee-5441	300	11	15(2	15(2	NUM
ajee-5441	300	12	)	)	PUNCT
ajee-5441	300	13	,	,	PUNCT
ajee-5441	300	14	290	290	NUM
ajee-5441	300	15	-	-	SYM
ajee-5441	300	16	305	305	NUM
ajee-5441	300	17	.	.	PUNCT
ajee-5441	301	1	mohammadi	mohammadi	NOUN
ajee-5441	301	2	,	,	PUNCT
ajee-5441	301	3	a.	a.	NOUN
ajee-5441	301	4	,	,	PUNCT
ajee-5441	301	5	&	&	CCONJ
ajee-5441	301	6	maghsoudi	maghsoudi	NOUN
ajee-5441	301	7	,	,	PUNCT
ajee-5441	301	8	m.	m.	NOUN
ajee-5441	301	9	(	(	PUNCT
ajee-5441	301	10	2025	2025	NUM
ajee-5441	301	11	)	)	PUNCT
ajee-5441	301	12	.	.	PUNCT
ajee-5441	302	1	bridging	bridge	VERB
ajee-5441	302	2	perspectives	perspective	NOUN
ajee-5441	302	3	on	on	ADP
ajee-5441	302	4	artificial	artificial	ADJ
ajee-5441	302	5	intelligence	intelligence	NOUN
ajee-5441	302	6	:	:	PUNCT
ajee-5441	302	7	a	a	DET
ajee-5441	302	8	comparative	comparative	ADJ
ajee-5441	302	9	analysis	analysis	NOUN
ajee-5441	302	10	of	of	ADP
ajee-5441	302	11	hopes	hope	NOUN
ajee-5441	302	12	and	and	CCONJ
ajee-5441	302	13	concerns	concern	NOUN
ajee-5441	302	14	in	in	ADP
ajee-5441	302	15	developed	develop	VERB
ajee-5441	302	16	and	and	CCONJ
ajee-5441	302	17	developing	develop	VERB
ajee-5441	302	18	countries	country	NOUN
ajee-5441	302	19	.	.	PUNCT
ajee-5441	303	1	ai	ai	PROPN
ajee-5441	303	2	&	&	CCONJ
ajee-5441	303	3	society	society	NOUN
ajee-5441	303	4	,	,	PUNCT
ajee-5441	303	5	1	1	NUM
ajee-5441	303	6	-	-	SYM
ajee-5441	303	7	22	22	NUM
ajee-5441	303	8	.	.	PUNCT
ajee-5441	304	1	nguyen	nguyen	PROPN
ajee-5441	304	2	,	,	PUNCT
ajee-5441	304	3	l.	l.	PROPN
ajee-5441	304	4	a.	a.	PROPN
ajee-5441	304	5	t.	t.	PROPN
ajee-5441	304	6	,	,	PUNCT
ajee-5441	304	7	&	&	CCONJ
ajee-5441	304	8	habók	habók	PROPN
ajee-5441	304	9	,	,	PUNCT
ajee-5441	304	10	a.	a.	NOUN
ajee-5441	304	11	(	(	PUNCT
ajee-5441	304	12	2024	2024	NUM
ajee-5441	304	13	)	)	PUNCT
ajee-5441	304	14	.	.	PUNCT
ajee-5441	305	1	tools	tool	NOUN
ajee-5441	305	2	for	for	ADP
ajee-5441	305	3	assessing	assess	VERB
ajee-5441	305	4	teacher	teacher	NOUN
ajee-5441	305	5	digital	digital	ADJ
ajee-5441	305	6	literacy	literacy	NOUN
ajee-5441	305	7	:	:	PUNCT
ajee-5441	305	8	a	a	DET
ajee-5441	305	9	review	review	NOUN
ajee-5441	305	10	.	.	PUNCT
ajee-5441	306	1	journal	journal	PROPN
ajee-5441	306	2	of	of	ADP
ajee-5441	306	3	computers	computer	NOUN
ajee-5441	306	4	in	in	ADP
ajee-5441	306	5	education	education	NOUN
ajee-5441	306	6	,	,	PUNCT
ajee-5441	306	7	11(1	11(1	NUM
ajee-5441	306	8	)	)	PUNCT
ajee-5441	306	9	,	,	PUNCT
ajee-5441	306	10	305	305	NUM
ajee-5441	306	11	-	-	SYM
ajee-5441	306	12	346	346	NUM
ajee-5441	306	13	.	.	PUNCT
ajee-5441	307	1	pardos	pardo	NOUN
ajee-5441	307	2	,	,	PUNCT
ajee-5441	307	3	z.	z.	PROPN
ajee-5441	307	4	a.	a.	PROPN
ajee-5441	307	5	,	,	PUNCT
ajee-5441	307	6	&	&	CCONJ
ajee-5441	307	7	bhandari	bhandari	PROPN
ajee-5441	307	8	,	,	PUNCT
ajee-5441	307	9	s.	s.	PROPN
ajee-5441	307	10	(	(	PUNCT
ajee-5441	307	11	2024	2024	NUM
ajee-5441	307	12	)	)	PUNCT
ajee-5441	307	13	.	.	PUNCT
ajee-5441	308	1	chatgpt	chatgpt	NOUN
ajee-5441	308	2	-	-	PUNCT
ajee-5441	308	3	generated	generate	VERB
ajee-5441	308	4	help	help	NOUN
ajee-5441	308	5	produces	produce	VERB
ajee-5441	308	6	learning	learn	VERB
ajee-5441	308	7	gains	gain	NOUN
ajee-5441	308	8	equivalent	equivalent	ADJ
ajee-5441	308	9	to	to	ADP
ajee-5441	308	10	human	human	ADJ
ajee-5441	308	11	tutor	tutor	NOUN
ajee-5441	308	12	-	-	PUNCT
ajee-5441	308	13	authored	author	VERB
ajee-5441	308	14	help	help	NOUN
ajee-5441	308	15	on	on	ADP
ajee-5441	308	16	mathematics	mathematics	NOUN
ajee-5441	308	17	skills	skill	NOUN
ajee-5441	308	18	.	.	PUNCT
ajee-5441	309	1	plos	plos	PROPN
ajee-5441	309	2	one	one	NUM
ajee-5441	309	3	,	,	PUNCT
ajee-5441	309	4	19(5	19(5	NUM
ajee-5441	309	5	)	)	PUNCT
ajee-5441	309	6	,	,	PUNCT
ajee-5441	309	7	e0304013	e0304013	PROPN
ajee-5441	309	8	.	.	PROPN
ajee-5441	309	9	simbeck	simbeck	PROPN
ajee-5441	309	10	,	,	PUNCT
ajee-5441	309	11	k.	k.	PROPN
ajee-5441	309	12	(	(	PUNCT
ajee-5441	309	13	2024	2024	NUM
ajee-5441	309	14	)	)	PUNCT
ajee-5441	309	15	.	.	PUNCT
ajee-5441	310	1	they	they	PRON
ajee-5441	310	2	shall	shall	AUX
ajee-5441	310	3	be	be	AUX
ajee-5441	310	4	fair	fair	ADJ
ajee-5441	310	5	,	,	PUNCT
ajee-5441	310	6	transparent	transparent	ADJ
ajee-5441	310	7	,	,	PUNCT
ajee-5441	310	8	and	and	CCONJ
ajee-5441	310	9	robust	robust	ADJ
ajee-5441	310	10	:	:	PUNCT
ajee-5441	310	11	auditing	audit	VERB
ajee-5441	310	12	learning	learning	NOUN
ajee-5441	310	13	analytics	analytic	NOUN
ajee-5441	310	14	systems	system	NOUN
ajee-5441	310	15	.	.	PUNCT
ajee-5441	311	1	ai	ai	VERB
ajee-5441	311	2	and	and	CCONJ
ajee-5441	311	3	ethics	ethic	NOUN
ajee-5441	311	4	,	,	PUNCT
ajee-5441	311	5	4(2	4(2	NUM
ajee-5441	311	6	)	)	PUNCT
ajee-5441	311	7	,	,	PUNCT
ajee-5441	311	8	555	555	NUM
ajee-5441	311	9	-	-	SYM
ajee-5441	311	10	571	571	NUM
ajee-5441	311	11	.	.	PUNCT
ajee-5441	312	1	spaho	spaho	PROPN
ajee-5441	312	2	,	,	PUNCT
ajee-5441	312	3	e.	e.	PROPN
ajee-5441	312	4	,	,	PUNCT
ajee-5441	312	5	çiço	çiço	NOUN
ajee-5441	312	6	,	,	PUNCT
ajee-5441	312	7	b.	b.	PROPN
ajee-5441	312	8	,	,	PUNCT
ajee-5441	312	9	&	&	CCONJ
ajee-5441	312	10	shabani	shabani	PROPN
ajee-5441	312	11	,	,	PUNCT
ajee-5441	312	12	i.	i.	PROPN
ajee-5441	312	13	(	(	PUNCT
ajee-5441	312	14	2025	2025	NUM
ajee-5441	312	15	)	)	PUNCT
ajee-5441	312	16	.	.	PUNCT
ajee-5441	313	1	iot	iot	ADJ
ajee-5441	313	2	integration	integration	NOUN
ajee-5441	313	3	approaches	approach	VERB
ajee-5441	313	4	into	into	ADP
ajee-5441	313	5	personalized	personalized	ADJ
ajee-5441	313	6	online	online	ADJ
ajee-5441	313	7	learning	learning	NOUN
ajee-5441	313	8	:	:	PUNCT
ajee-5441	313	9	systematic	systematic	ADJ
ajee-5441	313	10	review	review	NOUN
ajee-5441	313	11	.	.	PUNCT
ajee-5441	314	1	computers	computer	NOUN
ajee-5441	314	2	,	,	PUNCT
ajee-5441	314	3	14(2	14(2	NUM
ajee-5441	314	4	)	)	PUNCT
ajee-5441	314	5	,	,	PUNCT
ajee-5441	314	6	63	63	NUM
ajee-5441	314	7	.	.	PUNCT
ajee-5441	314	8	stahl	stahl	PROPN
ajee-5441	314	9	,	,	PUNCT
ajee-5441	314	10	b.	b.	PROPN
ajee-5441	314	11	c.	c.	PROPN
ajee-5441	314	12	,	,	PUNCT
ajee-5441	314	13	&	&	CCONJ
ajee-5441	314	14	eke	eke	ADJ
ajee-5441	314	15	,	,	PUNCT
ajee-5441	314	16	d.	d.	PROPN
ajee-5441	314	17	(	(	PUNCT
ajee-5441	314	18	2024	2024	NUM
ajee-5441	314	19	)	)	PUNCT
ajee-5441	314	20	.	.	PUNCT
ajee-5441	315	1	the	the	DET
ajee-5441	315	2	ethics	ethic	NOUN
ajee-5441	315	3	of	of	ADP
ajee-5441	315	4	chatgpt	chatgpt	NOUN
ajee-5441	315	5	–	–	PUNCT
ajee-5441	315	6	exploring	explore	VERB
ajee-5441	315	7	the	the	DET
ajee-5441	315	8	ethical	ethical	ADJ
ajee-5441	315	9	issues	issue	NOUN
ajee-5441	315	10	of	of	ADP
ajee-5441	315	11	an	an	DET
ajee-5441	315	12	emerging	emerge	VERB
ajee-5441	315	13	technology	technology	NOUN
ajee-5441	315	14	.	.	PUNCT
ajee-5441	316	1	international	international	ADJ
ajee-5441	316	2	journal	journal	PROPN
ajee-5441	316	3	of	of	ADP
ajee-5441	316	4	information	information	NOUN
ajee-5441	316	5	management	management	NOUN
ajee-5441	316	6	,	,	PUNCT
ajee-5441	316	7	74	74	NUM
ajee-5441	316	8	,	,	PUNCT
ajee-5441	316	9	102700	102700	NUM
ajee-5441	316	10	.	.	PUNCT
ajee-5441	317	1	strielkowski	strielkowski	PROPN
ajee-5441	317	2	,	,	PUNCT
ajee-5441	317	3	w.	w.	PROPN
ajee-5441	317	4	,	,	PUNCT
ajee-5441	317	5	grebennikova	grebennikova	PROPN
ajee-5441	317	6	,	,	PUNCT
ajee-5441	317	7	v.	v.	PROPN
ajee-5441	317	8	,	,	PUNCT
ajee-5441	317	9	lisovskiy	lisovskiy	PROPN
ajee-5441	317	10	,	,	PUNCT
ajee-5441	317	11	a.	a.	PROPN
ajee-5441	317	12	,	,	PUNCT
ajee-5441	317	13	rakhimova	rakhimova	PROPN
ajee-5441	317	14	,	,	PUNCT
ajee-5441	317	15	g.	g.	PROPN
ajee-5441	317	16	,	,	PUNCT
ajee-5441	317	17	&	&	CCONJ
ajee-5441	317	18	vasileva	vasileva	PROPN
ajee-5441	317	19	,	,	PUNCT
ajee-5441	317	20	t.	t.	PROPN
ajee-5441	317	21	(	(	PUNCT
ajee-5441	317	22	2025	2025	NUM
ajee-5441	317	23	)	)	PUNCT
ajee-5441	317	24	.	.	PUNCT
ajee-5441	318	1	ai	ai	VERB
ajee-5441	318	2	-	-	PUNCT
ajee-5441	318	3	driven	drive	VERB
ajee-5441	318	4	adaptive	adaptive	ADJ
ajee-5441	318	5	learning	learning	NOUN
ajee-5441	318	6	for	for	ADP
ajee-5441	318	7	sustainable	sustainable	ADJ
ajee-5441	318	8	educational	educational	ADJ
ajee-5441	318	9	transformation	transformation	NOUN
ajee-5441	318	10	.	.	PUNCT
ajee-5441	319	1	sustainable	sustainable	ADJ
ajee-5441	319	2	development	development	NOUN
ajee-5441	319	3	,	,	PUNCT
ajee-5441	319	4	33(2	33(2	NUM
ajee-5441	319	5	)	)	PUNCT
ajee-5441	319	6	,	,	PUNCT
ajee-5441	319	7	1921	1921	NUM
ajee-5441	319	8	-	-	SYM
ajee-5441	319	9	1947	1947	NUM
ajee-5441	319	10	.	.	PUNCT
ajee-5441	320	1	tapalova	tapalova	VERB
ajee-5441	320	2	,	,	PUNCT
ajee-5441	320	3	o.	o.	PROPN
ajee-5441	320	4	,	,	PUNCT
ajee-5441	320	5	&	&	CCONJ
ajee-5441	320	6	zhiyenbayeva	zhiyenbayeva	PROPN
ajee-5441	320	7	,	,	PUNCT
ajee-5441	320	8	n.	n.	PROPN
ajee-5441	320	9	(	(	PUNCT
ajee-5441	320	10	2022	2022	NUM
ajee-5441	320	11	)	)	PUNCT
ajee-5441	320	12	.	.	PUNCT
ajee-5441	321	1	artificial	artificial	ADJ
ajee-5441	321	2	intelligence	intelligence	NOUN
ajee-5441	321	3	in	in	ADP
ajee-5441	321	4	education	education	NOUN
ajee-5441	321	5	:	:	PUNCT
ajee-5441	321	6	aied	aie	VERB
ajee-5441	321	7	for	for	ADP
ajee-5441	321	8	personalised	personalised	ADJ
ajee-5441	321	9	learning	learn	VERB
ajee-5441	321	10	pathways	pathway	NOUN
ajee-5441	321	11	.	.	PUNCT
ajee-5441	322	1	electronic	electronic	ADJ
ajee-5441	322	2	journal	journal	NOUN
ajee-5441	322	3	of	of	ADP
ajee-5441	322	4	e	e	NOUN
ajee-5441	322	5	-	-	ADJ
ajee-5441	322	6	learning	learning	ADJ
ajee-5441	322	7	,	,	PUNCT
ajee-5441	322	8	20(5	20(5	NOUN
ajee-5441	322	9	)	)	PUNCT
ajee-5441	322	10	,	,	PUNCT
ajee-5441	322	11	639	639	NUM
ajee-5441	322	12	-	-	SYM
ajee-5441	322	13	653	653	NUM
ajee-5441	322	14	.	.	PUNCT
ajee-5441	323	1	pa	pa	PROPN
ajee-5441	323	2	ge	ge	PROPN
ajee-5441	323	3	13	13	NUM
ajee-5441	323	4	5	5	NUM
ajee-5441	323	5	https://journals.e-palli.com/home/index.php/ajee	https://journals.e-palli.com/home/index.php/ajee	NOUN
ajee-5441	323	6	am	am	NOUN
ajee-5441	323	7	.	.	PUNCT
ajee-5441	324	1	j.	j.	PROPN
ajee-5441	324	2	environ	environ	PROPN
ajee-5441	324	3	econ	econ	PROPN
ajee-5441	324	4	.	.	PUNCT
ajee-5441	325	1	4(1	4(1	X
ajee-5441	325	2	)	)	PUNCT
ajee-5441	326	1	127	127	NUM
ajee-5441	326	2	-	-	SYM
ajee-5441	326	3	135	135	NUM
ajee-5441	326	4	,	,	PUNCT
ajee-5441	326	5	2025	2025	NUM
ajee-5441	326	6	vorobyeva	vorobyeva	NOUN
ajee-5441	326	7	,	,	PUNCT
ajee-5441	326	8	k.	k.	PROPN
ajee-5441	326	9	i.	i.	PROPN
ajee-5441	326	10	,	,	PUNCT
ajee-5441	326	11	belous	belous	NOUN
ajee-5441	326	12	,	,	PUNCT
ajee-5441	326	13	s.	s.	PROPN
ajee-5441	326	14	,	,	PUNCT
ajee-5441	326	15	savchenko	savchenko	PROPN
ajee-5441	326	16	,	,	PUNCT
ajee-5441	326	17	n.	n.	PROPN
ajee-5441	326	18	v.	v.	PROPN
ajee-5441	326	19	,	,	PUNCT
ajee-5441	326	20	smirnova	smirnova	PROPN
ajee-5441	326	21	,	,	PUNCT
ajee-5441	326	22	l.	l.	PROPN
ajee-5441	326	23	m.	m.	PROPN
ajee-5441	326	24	,	,	PUNCT
ajee-5441	326	25	nikitina	nikitina	NOUN
ajee-5441	326	26	,	,	PUNCT
ajee-5441	326	27	s.	s.	PROPN
ajee-5441	326	28	a.	a.	PROPN
ajee-5441	326	29	,	,	PUNCT
ajee-5441	326	30	&	&	CCONJ
ajee-5441	326	31	zhdanov	zhdanov	PROPN
ajee-5441	326	32	,	,	PUNCT
ajee-5441	326	33	s.	s.	PROPN
ajee-5441	326	34	p.	p.	PROPN
ajee-5441	326	35	(	(	PUNCT
ajee-5441	326	36	2025	2025	NUM
ajee-5441	326	37	)	)	PUNCT
ajee-5441	326	38	.	.	PUNCT
ajee-5441	327	1	personalized	personalize	VERB
ajee-5441	327	2	learning	learn	VERB
ajee-5441	327	3	through	through	ADP
ajee-5441	327	4	ai	ai	PROPN
ajee-5441	327	5	:	:	PUNCT
ajee-5441	327	6	pedagogical	pedagogical	ADJ
ajee-5441	327	7	approaches	approach	NOUN
ajee-5441	327	8	and	and	CCONJ
ajee-5441	327	9	critical	critical	ADJ
ajee-5441	327	10	insights	insight	NOUN
ajee-5441	327	11	.	.	PUNCT
ajee-5441	328	1	contemporary	contemporary	ADJ
ajee-5441	328	2	educational	educational	ADJ
ajee-5441	328	3	technology	technology	NOUN
ajee-5441	328	4	,	,	PUNCT
ajee-5441	328	5	17(2	17(2	NUM
ajee-5441	328	6	)	)	PUNCT
ajee-5441	328	7	.	.	PUNCT
ajee-5441	329	1	wang	wang	PROPN
ajee-5441	329	2	,	,	PUNCT
ajee-5441	329	3	f.	f.	PROPN
ajee-5441	329	4	(	(	PUNCT
ajee-5441	329	5	2023	2023	NUM
ajee-5441	329	6	)	)	PUNCT
ajee-5441	329	7	.	.	PUNCT
ajee-5441	330	1	iot	iot	PROPN
ajee-5441	330	2	for	for	ADP
ajee-5441	330	3	smart	smart	ADJ
ajee-5441	330	4	english	english	ADJ
ajee-5441	330	5	education	education	NOUN
ajee-5441	330	6	:	:	PUNCT
ajee-5441	330	7	aibased	aibase	VERB
ajee-5441	330	8	personalised	personalised	ADJ
ajee-5441	330	9	learning	learn	VERB
ajee-5441	330	10	resource	resource	NOUN
ajee-5441	330	11	recommendation	recommendation	NOUN
ajee-5441	330	12	algorithm	algorithm	NOUN
ajee-5441	330	13	.	.	PUNCT
ajee-5441	331	1	international	international	ADJ
ajee-5441	331	2	journal	journal	PROPN
ajee-5441	331	3	of	of	ADP
ajee-5441	331	4	computer	computer	NOUN
ajee-5441	331	5	applications	application	NOUN
ajee-5441	331	6	in	in	ADP
ajee-5441	331	7	technology	technology	NOUN
ajee-5441	331	8	,	,	PUNCT
ajee-5441	331	9	71(3	71(3	NUM
ajee-5441	331	10	)	)	PUNCT
ajee-5441	331	11	,	,	PUNCT
ajee-5441	331	12	200	200	NUM
ajee-5441	331	13	-	-	SYM
ajee-5441	331	14	207	207	NUM
ajee-5441	331	15	.	.	PUNCT
ajee-5441	332	1	yakubov	yakubov	PROPN
ajee-5441	332	2	,	,	PUNCT
ajee-5441	332	3	a.	a.	NOUN
ajee-5441	332	4	,	,	PUNCT
ajee-5441	332	5	nazarov	nazarov	PROPN
ajee-5441	332	6	,	,	PUNCT
ajee-5441	332	7	y.	y.	PROPN
ajee-5441	332	8	,	,	PUNCT
ajee-5441	332	9	&	&	CCONJ
ajee-5441	332	10	rodionov	rodionov	PROPN
ajee-5441	332	11	,	,	PUNCT
ajee-5441	332	12	a.	a.	NOUN
ajee-5441	332	13	a.	a.	NOUN
ajee-5441	332	14	(	(	PUNCT
ajee-5441	332	15	2024	2024	NUM
ajee-5441	332	16	,	,	PUNCT
ajee-5441	332	17	june	june	PROPN
ajee-5441	332	18	)	)	PUNCT
ajee-5441	332	19	.	.	PUNCT
ajee-5441	333	1	advancing	advance	VERB
ajee-5441	333	2	e	e	VERB
ajee-5441	333	3	-	-	ADJ
ajee-5441	333	4	learning	learning	ADJ
ajee-5441	333	5	and	and	CCONJ
ajee-5441	333	6	m	m	NOUN
ajee-5441	333	7	-	-	PUNCT
ajee-5441	333	8	learning	learn	VERB
ajee-5441	333	9	environments	environment	NOUN
ajee-5441	333	10	incorporating	incorporate	VERB
ajee-5441	333	11	ai	ai	INTJ
ajee-5441	333	12	and	and	CCONJ
ajee-5441	333	13	gamification	gamification	NOUN
ajee-5441	333	14	to	to	PART
ajee-5441	333	15	boost	boost	VERB
ajee-5441	333	16	learner	learner	NOUN
ajee-5441	333	17	motivation	motivation	NOUN
ajee-5441	333	18	.	.	PUNCT
ajee-5441	334	1	in	in	ADP
ajee-5441	334	2	2024	2024	NUM
ajee-5441	334	3	4th	4th	ADJ
ajee-5441	334	4	international	international	ADJ
ajee-5441	334	5	conference	conference	NOUN
ajee-5441	334	6	on	on	ADP
ajee-5441	334	7	technology	technology	NOUN
ajee-5441	334	8	enhanced	enhance	VERB
ajee-5441	334	9	learning	learning	NOUN
ajee-5441	334	10	in	in	ADP
ajee-5441	334	11	higher	high	ADJ
ajee-5441	334	12	education	education	NOUN
ajee-5441	334	13	(	(	PUNCT
ajee-5441	334	14	tele	tele	PROPN
ajee-5441	334	15	)	)	PUNCT
ajee-5441	334	16	(	(	PUNCT
ajee-5441	334	17	pp	pp	ADJ
ajee-5441	334	18	.	.	PUNCT
ajee-5441	335	1	29	29	NUM
ajee-5441	335	2	-	-	SYM
ajee-5441	335	3	31	31	NUM
ajee-5441	335	4	)	)	PUNCT
ajee-5441	335	5	.	.	PUNCT
ajee-5441	336	1	ieee	ieee	PROPN
ajee-5441	336	2	.	.	PUNCT
ajee-5441	337	1	zhao	zhao	PROPN
ajee-5441	337	2	,	,	PUNCT
ajee-5441	337	3	j.	j.	PROPN
ajee-5441	337	4	(	(	PUNCT
ajee-5441	337	5	2025	2025	NUM
ajee-5441	337	6	)	)	PUNCT
ajee-5441	337	7	.	.	PUNCT
ajee-5441	338	1	advancing	advance	VERB
ajee-5441	338	2	english	english	ADJ
ajee-5441	338	3	language	language	NOUN
ajee-5441	338	4	education	education	NOUN
ajee-5441	338	5	:	:	PUNCT
ajee-5441	338	6	a	a	DET
ajee-5441	338	7	mixed	mix	VERB
ajee-5441	338	8	-	-	PUNCT
ajee-5441	338	9	methods	method	NOUN
ajee-5441	338	10	analysis	analysis	NOUN
ajee-5441	338	11	of	of	ADP
ajee-5441	338	12	ai	ai	ADJ
ajee-5441	338	13	-	-	PUNCT
ajee-5441	338	14	driven	drive	VERB
ajee-5441	338	15	tools	tool	NOUN
ajee-5441	338	16	’	'	PUNCT
ajee-5441	338	17	impact	impact	NOUN
ajee-5441	338	18	on	on	ADP
ajee-5441	338	19	engagement	engagement	NOUN
ajee-5441	338	20	,	,	PUNCT
ajee-5441	338	21	personalization	personalization	NOUN
ajee-5441	338	22	,	,	PUNCT
ajee-5441	338	23	and	and	CCONJ
ajee-5441	338	24	learning	learn	VERB
ajee-5441	338	25	outcomes	outcome	NOUN
ajee-5441	338	26	.	.	PUNCT
ajee-5441	339	1	education	education	NOUN
ajee-5441	339	2	and	and	CCONJ
ajee-5441	339	3	information	information	NOUN
ajee-5441	339	4	technologies	technology	NOUN
ajee-5441	339	5	,	,	PUNCT
ajee-5441	339	6	1	1	NUM
ajee-5441	339	7	-	-	SYM
ajee-5441	339	8	41	41	NUM
ajee-5441	339	9	.	.	PUNCT