id	sid	tid	token	lemma	pos
easat-2384	1	1	edelweiss	edelweiss	PROPN
easat-2384	1	2	applied	apply	VERB
easat-2384	1	3	science	science	NOUN
easat-2384	1	4	and	and	CCONJ
easat-2384	1	5	technology	technology	NOUN
easat-2384	1	6	issn	issn	PROPN
easat-2384	1	7	:	:	PUNCT
easat-2384	1	8	2576	2576	NUM
easat-2384	1	9	-	-	SYM
easat-2384	1	10	8484	8484	NUM
easat-2384	1	11	vol	vol	NOUN
easat-2384	1	12	.	.	PROPN
easat-2384	1	13	8	8	NUM
easat-2384	1	14	,	,	PUNCT
easat-2384	1	15	no	no	INTJ
easat-2384	1	16	.	.	NOUN
easat-2384	1	17	6	6	NUM
easat-2384	1	18	,	,	PUNCT
easat-2384	1	19	2048	2048	NUM
easat-2384	1	20	-	-	SYM
easat-2384	1	21	2055	2055	NUM
easat-2384	1	22	2024	2024	NUM
easat-2384	1	23	publisher	publisher	NOUN
easat-2384	1	24	:	:	PUNCT
easat-2384	1	25	learning	learn	VERB
easat-2384	1	26	gate	gate	NOUN
easat-2384	1	27	doi	doi	PROPN
easat-2384	1	28	:	:	PUNCT
easat-2384	1	29	10.55214/25768484.v8i6.2384	10.55214/25768484.v8i6.2384	NUM
easat-2384	1	30	©	©	PROPN
easat-2384	1	31	2024	2024	NUM
easat-2384	1	32	by	by	ADP
easat-2384	1	33	the	the	DET
easat-2384	1	34	authors	author	NOUN
easat-2384	1	35	;	;	PUNCT
easat-2384	1	36	licensee	licensee	PROPN
easat-2384	1	37	learning	learning	NOUN
easat-2384	1	38	gate	gate	NOUN
easat-2384	1	39	©	©	PROPN
easat-2384	1	40	2024	2024	NUM
easat-2384	1	41	by	by	ADP
easat-2384	1	42	the	the	DET
easat-2384	1	43	authors	author	NOUN
easat-2384	1	44	;	;	PUNCT
easat-2384	1	45	licensee	licensee	PROPN
easat-2384	1	46	learning	learn	VERB
easat-2384	1	47	gate	gate	NOUN
easat-2384	1	48	*	*	PUNCT
easat-2384	1	49	correspondence	correspondence	NOUN
easat-2384	1	50	:	:	PUNCT
easat-2384	1	51	zine.abdelkhalek@gmail.com	zine.abdelkhalek@gmail.com	X
easat-2384	1	52	implementing	implement	VERB
easat-2384	1	53	learning	learn	VERB
easat-2384	1	54	analytics	analytic	NOUN
easat-2384	1	55	in	in	ADP
easat-2384	1	56	higher	high	ADJ
easat-2384	1	57	education	education	NOUN
easat-2384	1	58	:	:	PUNCT
easat-2384	1	59	a	a	DET
easat-2384	1	60	case	case	NOUN
easat-2384	1	61	study	study	NOUN
easat-2384	1	62	on	on	ADP
easat-2384	1	63	challenges	challenge	NOUN
easat-2384	1	64	and	and	CCONJ
easat-2384	1	65	requirements	requirement	NOUN
easat-2384	1	66	abdelkhalek	abdelkhalek	VERB
easat-2384	1	67	zine1	zine1	PROPN
easat-2384	1	68	*	*	PROPN
easat-2384	1	69	,	,	PUNCT
easat-2384	1	70	abdelali	abdelali	VERB
easat-2384	1	71	kaaouachi2	kaaouachi2	NOUN
easat-2384	1	72	1,2university	1,2university	PROPN
easat-2384	1	73	mohammed	mohammed	PROPN
easat-2384	1	74	first	first	ADV
easat-2384	1	75	,	,	PUNCT
easat-2384	1	76	morocco	morocco	PROPN
easat-2384	1	77	;	;	PUNCT
easat-2384	1	78	zine.abdelkhalek@gmail.com	zine.abdelkhalek@gmail.com	X
easat-2384	1	79	(	(	PUNCT
easat-2384	1	80	a.z	a.z	PROPN
easat-2384	1	81	.	.	PROPN
easat-2384	1	82	)	)	PUNCT
easat-2384	2	1	akaaouachi@hotmail.com	akaaouachi@hotmail.com	X
easat-2384	3	1	(	(	PUNCT
easat-2384	3	2	a.k	a.k	PROPN
easat-2384	3	3	.	.	PUNCT
easat-2384	3	4	)	)	PUNCT
easat-2384	4	1	abstract	abstract	NOUN
easat-2384	4	2	:	:	PUNCT
easat-2384	4	3	learning	learn	VERB
easat-2384	4	4	analytics	analytic	NOUN
easat-2384	4	5	(	(	PUNCT
easat-2384	4	6	la	la	NOUN
easat-2384	4	7	)	)	PUNCT
easat-2384	4	8	offers	offer	VERB
easat-2384	4	9	an	an	DET
easat-2384	4	10	effective	effective	ADJ
easat-2384	4	11	solution	solution	NOUN
easat-2384	4	12	for	for	ADP
easat-2384	4	13	leveraging	leverage	VERB
easat-2384	4	14	big	big	ADJ
easat-2384	4	15	data	datum	NOUN
easat-2384	4	16	to	to	PART
easat-2384	4	17	increase	increase	VERB
easat-2384	4	18	retention	retention	NOUN
easat-2384	4	19	rates	rate	NOUN
easat-2384	4	20	,	,	PUNCT
easat-2384	4	21	reduce	reduce	VERB
easat-2384	4	22	quality	quality	NOUN
easat-2384	4	23	gaps	gap	NOUN
easat-2384	4	24	,	,	PUNCT
easat-2384	4	25	improve	improve	VERB
easat-2384	4	26	resource	resource	NOUN
easat-2384	4	27	allocation	allocation	NOUN
easat-2384	4	28	,	,	PUNCT
easat-2384	4	29	monitor	monitor	NOUN
easat-2384	4	30	skills	skill	NOUN
easat-2384	4	31	development	development	NOUN
easat-2384	4	32	,	,	PUNCT
easat-2384	4	33	and	and	CCONJ
easat-2384	4	34	raise	raise	VERB
easat-2384	4	35	graduation	graduation	NOUN
easat-2384	4	36	rates	rate	NOUN
easat-2384	4	37	.	.	PUNCT
easat-2384	5	1	to	to	PART
easat-2384	5	2	evaluate	evaluate	VERB
easat-2384	5	3	the	the	DET
easat-2384	5	4	potential	potential	ADJ
easat-2384	5	5	benefits	benefit	NOUN
easat-2384	5	6	of	of	ADP
easat-2384	5	7	this	this	DET
easat-2384	5	8	solution	solution	NOUN
easat-2384	5	9	,	,	PUNCT
easat-2384	5	10	this	this	DET
easat-2384	5	11	research	research	NOUN
easat-2384	5	12	explores	explore	VERB
easat-2384	5	13	learning	learn	VERB
easat-2384	5	14	analytics	analytic	NOUN
easat-2384	5	15	in	in	ADP
easat-2384	5	16	moroccan	moroccan	ADJ
easat-2384	5	17	higher	high	ADJ
easat-2384	5	18	education	education	NOUN
easat-2384	5	19	,	,	PUNCT
easat-2384	5	20	focusing	focus	VERB
easat-2384	5	21	on	on	ADP
easat-2384	5	22	the	the	DET
easat-2384	5	23	implementation	implementation	NOUN
easat-2384	5	24	needs	need	NOUN
easat-2384	5	25	and	and	CCONJ
easat-2384	5	26	challenges	challenge	NOUN
easat-2384	5	27	.	.	PUNCT
easat-2384	6	1	the	the	DET
easat-2384	6	2	methodology	methodology	NOUN
easat-2384	6	3	is	be	AUX
easat-2384	6	4	based	base	VERB
easat-2384	6	5	on	on	ADP
easat-2384	6	6	qualitative	qualitative	ADJ
easat-2384	6	7	research	research	NOUN
easat-2384	6	8	conducted	conduct	VERB
easat-2384	6	9	through	through	ADP
easat-2384	6	10	10	10	NUM
easat-2384	6	11	interviews	interview	NOUN
easat-2384	6	12	with	with	ADP
easat-2384	6	13	teachers	teacher	NOUN
easat-2384	6	14	from	from	ADP
easat-2384	6	15	a	a	DET
easat-2384	6	16	multidisciplinary	multidisciplinary	ADJ
easat-2384	6	17	faculty	faculty	NOUN
easat-2384	6	18	in	in	ADP
easat-2384	6	19	nador	nador	PROPN
easat-2384	6	20	.	.	PUNCT
easat-2384	7	1	the	the	DET
easat-2384	7	2	findings	finding	NOUN
easat-2384	7	3	of	of	ADP
easat-2384	7	4	this	this	DET
easat-2384	7	5	research	research	NOUN
easat-2384	7	6	reveal	reveal	VERB
easat-2384	7	7	that	that	SCONJ
easat-2384	7	8	few	few	ADJ
easat-2384	7	9	professors	professor	NOUN
easat-2384	7	10	use	use	VERB
easat-2384	7	11	learning	learn	VERB
easat-2384	7	12	analytics	analytic	NOUN
easat-2384	7	13	tools	tool	NOUN
easat-2384	7	14	on	on	ADP
easat-2384	7	15	their	their	PRON
easat-2384	7	16	own	own	ADJ
easat-2384	7	17	initiative	initiative	NOUN
easat-2384	7	18	.	.	PUNCT
easat-2384	8	1	they	they	PRON
easat-2384	8	2	express	express	VERB
easat-2384	8	3	a	a	DET
easat-2384	8	4	need	need	NOUN
easat-2384	8	5	for	for	ADP
easat-2384	8	6	guidance	guidance	NOUN
easat-2384	8	7	,	,	PUNCT
easat-2384	8	8	support	support	NOUN
easat-2384	8	9	,	,	PUNCT
easat-2384	8	10	and	and	CCONJ
easat-2384	8	11	user	user	NOUN
easat-2384	8	12	-	-	PUNCT
easat-2384	8	13	friendly	friendly	ADJ
easat-2384	8	14	tools	tool	NOUN
easat-2384	8	15	.	.	PUNCT
easat-2384	9	1	most	most	ADJ
easat-2384	9	2	respondents	respondent	NOUN
easat-2384	9	3	also	also	ADV
easat-2384	9	4	mentioned	mention	VERB
easat-2384	9	5	various	various	ADJ
easat-2384	9	6	challenges	challenge	NOUN
easat-2384	9	7	to	to	ADP
easat-2384	9	8	adopting	adopt	VERB
easat-2384	9	9	learning	learning	NOUN
easat-2384	9	10	analytics	analytic	NOUN
easat-2384	9	11	,	,	PUNCT
easat-2384	9	12	such	such	ADJ
easat-2384	9	13	as	as	ADP
easat-2384	9	14	the	the	DET
easat-2384	9	15	inability	inability	NOUN
easat-2384	9	16	to	to	PART
easat-2384	9	17	align	align	VERB
easat-2384	9	18	learning	learning	NOUN
easat-2384	9	19	analytics	analytic	NOUN
easat-2384	9	20	with	with	ADP
easat-2384	9	21	teaching	teaching	NOUN
easat-2384	9	22	practices	practice	NOUN
easat-2384	9	23	,	,	PUNCT
easat-2384	9	24	ethical	ethical	ADJ
easat-2384	9	25	and	and	CCONJ
easat-2384	9	26	confidentiality	confidentiality	NOUN
easat-2384	9	27	concerns	concern	NOUN
easat-2384	9	28	,	,	PUNCT
easat-2384	9	29	and	and	CCONJ
easat-2384	9	30	limitations	limitation	NOUN
easat-2384	9	31	in	in	ADP
easat-2384	9	32	data	datum	NOUN
easat-2384	9	33	value	value	NOUN
easat-2384	9	34	,	,	PUNCT
easat-2384	9	35	all	all	PRON
easat-2384	9	36	of	of	ADP
easat-2384	9	37	which	which	PRON
easat-2384	9	38	can	can	AUX
easat-2384	9	39	hinder	hinder	VERB
easat-2384	9	40	the	the	DET
easat-2384	9	41	effectiveness	effectiveness	NOUN
easat-2384	9	42	of	of	ADP
easat-2384	9	43	learning	learn	VERB
easat-2384	9	44	analytics	analytic	NOUN
easat-2384	9	45	.	.	PUNCT
easat-2384	10	1	additional	additional	ADJ
easat-2384	10	2	challenges	challenge	NOUN
easat-2384	10	3	include	include	VERB
easat-2384	10	4	a	a	DET
easat-2384	10	5	heavy	heavy	ADJ
easat-2384	10	6	workload	workload	NOUN
easat-2384	10	7	,	,	PUNCT
easat-2384	10	8	lack	lack	NOUN
easat-2384	10	9	of	of	ADP
easat-2384	10	10	necessary	necessary	ADJ
easat-2384	10	11	resources	resource	NOUN
easat-2384	10	12	,	,	PUNCT
easat-2384	10	13	insufficient	insufficient	ADJ
easat-2384	10	14	technological	technological	ADJ
easat-2384	10	15	and	and	CCONJ
easat-2384	10	16	pedagogical	pedagogical	ADJ
easat-2384	10	17	skills	skill	NOUN
easat-2384	10	18	,	,	PUNCT
easat-2384	10	19	and	and	CCONJ
easat-2384	10	20	difficulties	difficulty	NOUN
easat-2384	10	21	in	in	ADP
easat-2384	10	22	operating	operate	VERB
easat-2384	10	23	learning	learning	NOUN
easat-2384	10	24	analytics	analytic	NOUN
easat-2384	10	25	tools	tool	NOUN
easat-2384	10	26	.	.	PUNCT
easat-2384	11	1	furthermore	furthermore	ADV
easat-2384	11	2	,	,	PUNCT
easat-2384	11	3	managing	manage	VERB
easat-2384	11	4	unorganized	unorganized	ADJ
easat-2384	11	5	data	datum	NOUN
easat-2384	11	6	and	and	CCONJ
easat-2384	11	7	addressing	address	VERB
easat-2384	11	8	the	the	DET
easat-2384	11	9	heterogeneity	heterogeneity	NOUN
easat-2384	11	10	of	of	ADP
easat-2384	11	11	databases	database	NOUN
easat-2384	11	12	and	and	CCONJ
easat-2384	11	13	datasets	dataset	NOUN
easat-2384	11	14	present	present	VERB
easat-2384	11	15	significant	significant	ADJ
easat-2384	11	16	obstacles	obstacle	NOUN
easat-2384	11	17	.	.	PUNCT
easat-2384	12	1	lastly	lastly	ADV
easat-2384	12	2	,	,	PUNCT
easat-2384	12	3	inadequate	inadequate	ADJ
easat-2384	12	4	preparation	preparation	NOUN
easat-2384	12	5	on	on	ADP
easat-2384	12	6	the	the	DET
easat-2384	12	7	part	part	NOUN
easat-2384	12	8	of	of	ADP
easat-2384	12	9	faculty	faculty	NOUN
easat-2384	12	10	members	member	NOUN
easat-2384	12	11	can	can	AUX
easat-2384	12	12	impede	impede	VERB
easat-2384	12	13	the	the	DET
easat-2384	12	14	full	full	ADJ
easat-2384	12	15	realization	realization	NOUN
easat-2384	12	16	of	of	ADP
easat-2384	12	17	the	the	DET
easat-2384	12	18	advantages	advantage	NOUN
easat-2384	12	19	of	of	ADP
easat-2384	12	20	learning	learn	VERB
easat-2384	12	21	analytics	analytic	NOUN
easat-2384	12	22	.	.	PUNCT
easat-2384	13	1	to	to	PART
easat-2384	13	2	address	address	VERB
easat-2384	13	3	these	these	DET
easat-2384	13	4	challenges	challenge	NOUN
easat-2384	13	5	,	,	PUNCT
easat-2384	13	6	several	several	ADJ
easat-2384	13	7	recommendations	recommendation	NOUN
easat-2384	13	8	have	have	AUX
easat-2384	13	9	been	be	AUX
easat-2384	13	10	formulated	formulate	VERB
easat-2384	13	11	,	,	PUNCT
easat-2384	13	12	including	include	VERB
easat-2384	13	13	the	the	DET
easat-2384	13	14	need	need	NOUN
easat-2384	13	15	for	for	ADP
easat-2384	13	16	training	training	NOUN
easat-2384	13	17	,	,	PUNCT
easat-2384	13	18	guidance	guidance	NOUN
easat-2384	13	19	,	,	PUNCT
easat-2384	13	20	the	the	DET
easat-2384	13	21	development	development	NOUN
easat-2384	13	22	of	of	ADP
easat-2384	13	23	policies	policy	NOUN
easat-2384	13	24	,	,	PUNCT
easat-2384	13	25	models	model	NOUN
easat-2384	13	26	,	,	PUNCT
easat-2384	13	27	and	and	CCONJ
easat-2384	13	28	frameworks	framework	NOUN
easat-2384	13	29	for	for	ADP
easat-2384	13	30	the	the	DET
easat-2384	13	31	adoption	adoption	NOUN
easat-2384	13	32	of	of	ADP
easat-2384	13	33	learning	learn	VERB
easat-2384	13	34	analytics	analytic	NOUN
easat-2384	13	35	,	,	PUNCT
easat-2384	13	36	and	and	CCONJ
easat-2384	13	37	the	the	DET
easat-2384	13	38	certification	certification	NOUN
easat-2384	13	39	of	of	ADP
easat-2384	13	40	learning	learn	VERB
easat-2384	13	41	analytics	analytic	NOUN
easat-2384	13	42	tools	tool	NOUN
easat-2384	13	43	that	that	PRON
easat-2384	13	44	are	be	AUX
easat-2384	13	45	useful	useful	ADJ
easat-2384	13	46	and	and	CCONJ
easat-2384	13	47	easy	easy	ADJ
easat-2384	13	48	to	to	PART
easat-2384	13	49	use	use	VERB
easat-2384	13	50	.	.	PUNCT
easat-2384	14	1	keywords	keyword	NOUN
easat-2384	14	2	:	:	PUNCT
easat-2384	14	3	challenges	challenge	NOUN
easat-2384	14	4	,	,	PUNCT
easat-2384	14	5	learning	learn	VERB
easat-2384	14	6	analytics	analytic	NOUN
easat-2384	14	7	,	,	PUNCT
easat-2384	14	8	moroccan	moroccan	NOUN
easat-2384	14	9	higher	high	ADJ
easat-2384	14	10	education	education	NOUN
easat-2384	14	11	,	,	PUNCT
easat-2384	14	12	needs	need	NOUN
easat-2384	14	13	.	.	PUNCT
easat-2384	15	1	1	1	X
easat-2384	15	2	.	.	X
easat-2384	15	3	introduction	introduction	NOUN
easat-2384	15	4	in	in	ADP
easat-2384	15	5	recent	recent	ADJ
easat-2384	15	6	years	year	NOUN
easat-2384	15	7	,	,	PUNCT
easat-2384	15	8	the	the	DET
easat-2384	15	9	proliferation	proliferation	NOUN
easat-2384	15	10	of	of	ADP
easat-2384	15	11	internet	internet	NOUN
easat-2384	15	12	data	datum	NOUN
easat-2384	15	13	has	have	AUX
easat-2384	15	14	surged	surge	VERB
easat-2384	15	15	,	,	PUNCT
easat-2384	15	16	with	with	ADP
easat-2384	15	17	companies	company	NOUN
easat-2384	15	18	like	like	ADP
easat-2384	15	19	google	google	PROPN
easat-2384	15	20	,	,	PUNCT
easat-2384	15	21	yahoo	yahoo	PROPN
easat-2384	15	22	,	,	PUNCT
easat-2384	15	23	facebook	facebook	NOUN
easat-2384	15	24	,	,	PUNCT
easat-2384	15	25	and	and	CCONJ
easat-2384	15	26	amazon	amazon	NOUN
easat-2384	15	27	leveraging	leverage	VERB
easat-2384	15	28	this	this	DET
easat-2384	15	29	wealth	wealth	NOUN
easat-2384	15	30	of	of	ADP
easat-2384	15	31	information	information	NOUN
easat-2384	15	32	for	for	ADP
easat-2384	15	33	commercial	commercial	ADJ
easat-2384	15	34	purposes	purpose	NOUN
easat-2384	15	35	such	such	ADJ
easat-2384	15	36	as	as	ADP
easat-2384	15	37	marketing	marketing	NOUN
easat-2384	15	38	and	and	CCONJ
easat-2384	15	39	personalized	personalized	ADJ
easat-2384	15	40	services	service	NOUN
easat-2384	15	41	,	,	PUNCT
easat-2384	15	42	contributing	contribute	VERB
easat-2384	15	43	to	to	ADP
easat-2384	15	44	exponential	exponential	ADJ
easat-2384	15	45	growth	growth	NOUN
easat-2384	15	46	.	.	PUNCT
easat-2384	16	1	simultaneously	simultaneously	ADV
easat-2384	16	2	,	,	PUNCT
easat-2384	16	3	the	the	DET
easat-2384	16	4	rise	rise	NOUN
easat-2384	16	5	of	of	ADP
easat-2384	16	6	online	online	ADJ
easat-2384	16	7	education	education	NOUN
easat-2384	16	8	has	have	AUX
easat-2384	16	9	led	lead	VERB
easat-2384	16	10	to	to	ADP
easat-2384	16	11	the	the	DET
easat-2384	16	12	creation	creation	NOUN
easat-2384	16	13	of	of	ADP
easat-2384	16	14	numerous	numerous	ADJ
easat-2384	16	15	learning	learning	NOUN
easat-2384	16	16	platforms	platform	NOUN
easat-2384	16	17	,	,	PUNCT
easat-2384	16	18	generating	generate	VERB
easat-2384	16	19	vast	vast	ADJ
easat-2384	16	20	amounts	amount	NOUN
easat-2384	16	21	of	of	ADP
easat-2384	16	22	tracking	track	VERB
easat-2384	16	23	data	datum	NOUN
easat-2384	16	24	.	.	PUNCT
easat-2384	17	1	this	this	DET
easat-2384	17	2	data	datum	NOUN
easat-2384	17	3	harbors	harbor	VERB
easat-2384	17	4	untapped	untapped	ADJ
easat-2384	17	5	potential	potential	NOUN
easat-2384	17	6	,	,	PUNCT
easat-2384	17	7	capable	capable	ADJ
easat-2384	17	8	of	of	ADP
easat-2384	17	9	revealing	reveal	VERB
easat-2384	17	10	insights	insight	NOUN
easat-2384	17	11	into	into	ADP
easat-2384	17	12	educational	educational	ADJ
easat-2384	17	13	environments	environment	NOUN
easat-2384	17	14	,	,	PUNCT
easat-2384	17	15	including	include	VERB
easat-2384	17	16	effective	effective	ADJ
easat-2384	17	17	teaching	teaching	NOUN
easat-2384	17	18	methods	method	NOUN
easat-2384	17	19	and	and	CCONJ
easat-2384	17	20	interventions	intervention	NOUN
easat-2384	17	21	to	to	PART
easat-2384	17	22	enhance	enhance	VERB
easat-2384	17	23	student	student	NOUN
easat-2384	17	24	performance	performance	NOUN
easat-2384	17	25	and	and	CCONJ
easat-2384	17	26	retention	retention	NOUN
easat-2384	17	27	(	(	PUNCT
easat-2384	17	28	wook	wook	NOUN
easat-2384	17	29	et	et	PROPN
easat-2384	17	30	al	al	PROPN
easat-2384	17	31	.	.	PROPN
easat-2384	17	32	,	,	PUNCT
easat-2384	17	33	2009	2009	NUM
easat-2384	17	34	)	)	PUNCT
easat-2384	17	35	.	.	PUNCT
easat-2384	18	1	among	among	ADP
easat-2384	18	2	the	the	DET
easat-2384	18	3	tools	tool	NOUN
easat-2384	18	4	available	available	ADJ
easat-2384	18	5	for	for	ADP
easat-2384	18	6	extracting	extract	VERB
easat-2384	18	7	value	value	NOUN
easat-2384	18	8	from	from	ADP
easat-2384	18	9	this	this	DET
easat-2384	18	10	data	data	NOUN
easat-2384	18	11	,	,	PUNCT
easat-2384	18	12	learning	learn	VERB
easat-2384	18	13	analytics	analytic	NOUN
easat-2384	18	14	emerges	emerge	VERB
easat-2384	18	15	as	as	ADV
easat-2384	18	16	particularly	particularly	ADV
easat-2384	18	17	notable	notable	ADJ
easat-2384	18	18	.	.	PUNCT
easat-2384	19	1	learning	learn	VERB
easat-2384	19	2	analytics	analytic	NOUN
easat-2384	19	3	stands	stand	VERB
easat-2384	19	4	out	out	ADP
easat-2384	19	5	as	as	ADP
easat-2384	19	6	an	an	DET
easat-2384	19	7	effective	effective	ADJ
easat-2384	19	8	solution	solution	NOUN
easat-2384	19	9	for	for	ADP
easat-2384	19	10	addressing	address	VERB
easat-2384	19	11	educational	educational	ADJ
easat-2384	19	12	challenges	challenge	NOUN
easat-2384	19	13	by	by	ADP
easat-2384	19	14	harnessing	harness	VERB
easat-2384	19	15	big	big	ADJ
easat-2384	19	16	data	datum	NOUN
easat-2384	19	17	to	to	PART
easat-2384	19	18	improve	improve	VERB
easat-2384	19	19	retention	retention	NOUN
easat-2384	19	20	rates	rate	NOUN
easat-2384	19	21	,	,	PUNCT
easat-2384	19	22	reduce	reduce	VERB
easat-2384	19	23	disparities	disparity	NOUN
easat-2384	19	24	in	in	ADP
easat-2384	19	25	educational	educational	ADJ
easat-2384	19	26	quality	quality	NOUN
easat-2384	19	27	,	,	PUNCT
easat-2384	19	28	optimize	optimize	VERB
easat-2384	19	29	resource	resource	NOUN
easat-2384	19	30	allocation	allocation	NOUN
easat-2384	19	31	,	,	PUNCT
easat-2384	19	32	monitor	monitor	NOUN
easat-2384	19	33	skill	skill	NOUN
easat-2384	19	34	development	development	NOUN
easat-2384	19	35	,	,	PUNCT
easat-2384	19	36	and	and	CCONJ
easat-2384	19	37	boost	boost	VERB
easat-2384	19	38	graduation	graduation	NOUN
easat-2384	19	39	rates	rate	NOUN
easat-2384	19	40	.	.	PUNCT
easat-2384	20	1	it	it	PRON
easat-2384	20	2	has	have	VERB
easat-2384	20	3	the	the	DET
easat-2384	20	4	potential	potential	NOUN
easat-2384	20	5	to	to	PART
easat-2384	20	6	transform	transform	VERB
easat-2384	20	7	teaching	teaching	NOUN
easat-2384	20	8	methods	method	NOUN
easat-2384	20	9	and	and	CCONJ
easat-2384	20	10	enhance	enhance	VERB
easat-2384	20	11	student	student	NOUN
easat-2384	20	12	learning	learn	VERB
easat-2384	20	13	outcomes	outcome	NOUN
easat-2384	20	14	and	and	CCONJ
easat-2384	20	15	success	success	NOUN
easat-2384	20	16	(	(	PUNCT
easat-2384	20	17	williamson	williamson	PROPN
easat-2384	20	18	&	&	CCONJ
easat-2384	20	19	kizilcec	kizilcec	PROPN
easat-2384	20	20	,	,	PUNCT
easat-2384	20	21	2022	2022	NUM
easat-2384	20	22	)	)	PUNCT
easat-2384	20	23	.	.	PUNCT
easat-2384	21	1	despite	despite	SCONJ
easat-2384	21	2	its	its	PRON
easat-2384	21	3	promise	promise	NOUN
easat-2384	21	4	,	,	PUNCT
easat-2384	21	5	the	the	DET
easat-2384	21	6	adoption	adoption	NOUN
easat-2384	21	7	of	of	ADP
easat-2384	21	8	learning	learn	VERB
easat-2384	21	9	analytics	analytic	NOUN
easat-2384	21	10	among	among	ADP
easat-2384	21	11	educators	educator	NOUN
easat-2384	21	12	remains	remain	VERB
easat-2384	21	13	limited	limited	ADJ
easat-2384	21	14	,	,	PUNCT
easat-2384	21	15	often	often	ADV
easat-2384	21	16	hindered	hinder	VERB
easat-2384	21	17	by	by	ADP
easat-2384	21	18	challenges	challenge	NOUN
easat-2384	21	19	in	in	ADP
easat-2384	21	20	effectively	effectively	ADV
easat-2384	21	21	utilizing	utilize	VERB
easat-2384	21	22	la	la	PROPN
easat-2384	21	23	technologies	technology	NOUN
easat-2384	21	24	(	(	PUNCT
easat-2384	21	25	kaliisa	kaliisa	VERB
easat-2384	21	26	et	et	PROPN
easat-2384	21	27	al	al	PROPN
easat-2384	21	28	.	.	PROPN
easat-2384	21	29	,	,	PUNCT
easat-2384	21	30	2022	2022	NUM
easat-2384	21	31	;	;	PUNCT
easat-2384	21	32	sghir	sghir	PROPN
easat-2384	21	33	et	et	PROPN
easat-2384	21	34	al	al	PROPN
easat-2384	21	35	.	.	PROPN
easat-2384	21	36	,	,	PUNCT
easat-2384	21	37	2023	2023	NUM
easat-2384	21	38	)	)	PUNCT
easat-2384	21	39	.	.	PUNCT
easat-2384	22	1	2049	2049	NUM
easat-2384	22	2	edelweiss	edelweiss	PROPN
easat-2384	22	3	applied	apply	VERB
easat-2384	22	4	science	science	NOUN
easat-2384	22	5	and	and	CCONJ
easat-2384	22	6	technology	technology	NOUN
easat-2384	22	7	issn	issn	PROPN
easat-2384	22	8	:	:	PUNCT
easat-2384	22	9	2576	2576	NUM
easat-2384	22	10	-	-	SYM
easat-2384	22	11	8484	8484	NUM
easat-2384	22	12	vol	vol	NOUN
easat-2384	22	13	.	.	PROPN
easat-2384	22	14	8	8	NUM
easat-2384	22	15	,	,	PUNCT
easat-2384	22	16	no	no	INTJ
easat-2384	22	17	.	.	NOUN
easat-2384	23	1	6	6	NUM
easat-2384	23	2	:	:	SYM
easat-2384	23	3	2048	2048	NUM
easat-2384	23	4	-	-	SYM
easat-2384	23	5	2055	2055	NUM
easat-2384	23	6	,	,	PUNCT
easat-2384	23	7	2024	2024	NUM
easat-2384	23	8	doi	doi	NOUN
easat-2384	23	9	:	:	PUNCT
easat-2384	23	10	10.55214/25768484.v8i6.2384	10.55214/25768484.v8i6.2384	NUM
easat-2384	23	11	©	©	PROPN
easat-2384	23	12	2024	2024	NUM
easat-2384	23	13	by	by	ADP
easat-2384	23	14	the	the	DET
easat-2384	23	15	authors	author	NOUN
easat-2384	23	16	;	;	PUNCT
easat-2384	23	17	licensee	licensee	PROPN
easat-2384	23	18	learning	learning	NOUN
easat-2384	23	19	gate	gate	NOUN
easat-2384	23	20	thus	thus	ADV
easat-2384	23	21	,	,	PUNCT
easat-2384	23	22	gaining	gain	VERB
easat-2384	23	23	a	a	DET
easat-2384	23	24	comprehensive	comprehensive	ADJ
easat-2384	23	25	understanding	understanding	NOUN
easat-2384	23	26	of	of	ADP
easat-2384	23	27	the	the	DET
easat-2384	23	28	challenges	challenge	NOUN
easat-2384	23	29	associated	associate	VERB
easat-2384	23	30	with	with	ADP
easat-2384	23	31	adopting	adopt	VERB
easat-2384	23	32	and	and	CCONJ
easat-2384	23	33	implementing	implement	VERB
easat-2384	23	34	learning	learning	NOUN
easat-2384	23	35	analytics	analytic	NOUN
easat-2384	23	36	is	be	AUX
easat-2384	23	37	crucial	crucial	ADJ
easat-2384	23	38	to	to	PART
easat-2384	23	39	fully	fully	ADV
easat-2384	23	40	realizing	realize	VERB
easat-2384	23	41	its	its	PRON
easat-2384	23	42	potential	potential	NOUN
easat-2384	23	43	in	in	ADP
easat-2384	23	44	education	education	NOUN
easat-2384	23	45	.	.	PUNCT
easat-2384	24	1	2	2	X
easat-2384	24	2	.	.	X
easat-2384	24	3	state	state	NOUN
easat-2384	24	4	of	of	ADP
easat-2384	24	5	the	the	DET
easat-2384	24	6	art	art	NOUN
easat-2384	24	7	learning	learn	VERB
easat-2384	24	8	analytics	analytic	NOUN
easat-2384	24	9	,	,	PUNCT
easat-2384	24	10	as	as	SCONJ
easat-2384	24	11	defined	define	VERB
easat-2384	24	12	by	by	ADP
easat-2384	24	13	long	long	ADJ
easat-2384	24	14	and	and	CCONJ
easat-2384	24	15	siemens	siemen	NOUN
easat-2384	24	16	(	(	PUNCT
easat-2384	24	17	2011	2011	NUM
easat-2384	24	18	)	)	PUNCT
easat-2384	24	19	,	,	PUNCT
easat-2384	24	20	encompasses	encompass	VERB
easat-2384	24	21	the	the	DET
easat-2384	24	22	processes	process	NOUN
easat-2384	24	23	of	of	ADP
easat-2384	24	24	measuring	measure	VERB
easat-2384	24	25	,	,	PUNCT
easat-2384	24	26	collecting	collecting	NOUN
easat-2384	24	27	,	,	PUNCT
easat-2384	24	28	analyzing	analyzing	NOUN
easat-2384	24	29	,	,	PUNCT
easat-2384	24	30	and	and	CCONJ
easat-2384	24	31	reporting	report	VERB
easat-2384	24	32	data	datum	NOUN
easat-2384	24	33	about	about	ADP
easat-2384	24	34	learners	learner	NOUN
easat-2384	24	35	and	and	CCONJ
easat-2384	24	36	their	their	PRON
easat-2384	24	37	contexts	context	NOUN
easat-2384	24	38	to	to	PART
easat-2384	24	39	optimize	optimize	VERB
easat-2384	24	40	learning	learn	VERB
easat-2384	24	41	environments	environment	NOUN
easat-2384	24	42	.	.	PUNCT
easat-2384	25	1	according	accord	VERB
easat-2384	25	2	to	to	ADP
easat-2384	25	3	brown	brown	ADJ
easat-2384	25	4	(	(	PUNCT
easat-2384	25	5	2011	2011	NUM
easat-2384	25	6	)	)	PUNCT
easat-2384	25	7	,	,	PUNCT
easat-2384	25	8	its	its	PRON
easat-2384	25	9	core	core	ADJ
easat-2384	25	10	components	component	NOUN
easat-2384	25	11	include	include	VERB
easat-2384	25	12	data	datum	NOUN
easat-2384	25	13	collection	collection	NOUN
easat-2384	25	14	from	from	ADP
easat-2384	25	15	various	various	ADJ
easat-2384	25	16	sources	source	NOUN
easat-2384	25	17	,	,	PUNCT
easat-2384	25	18	qualitative	qualitative	ADJ
easat-2384	25	19	and	and	CCONJ
easat-2384	25	20	quantitative	quantitative	ADJ
easat-2384	25	21	data	datum	NOUN
easat-2384	25	22	analysis	analysis	NOUN
easat-2384	25	23	,	,	PUNCT
easat-2384	25	24	and	and	CCONJ
easat-2384	25	25	subsequent	subsequent	ADJ
easat-2384	25	26	actions	action	NOUN
easat-2384	25	27	at	at	ADP
easat-2384	25	28	both	both	CCONJ
easat-2384	25	29	individual	individual	ADJ
easat-2384	25	30	and	and	CCONJ
easat-2384	25	31	institutional	institutional	ADJ
easat-2384	25	32	levels	level	NOUN
easat-2384	25	33	.	.	PUNCT
easat-2384	26	1	scheffel	scheffel	PROPN
easat-2384	26	2	et	et	PROPN
easat-2384	26	3	al	al	PROPN
easat-2384	26	4	.	.	PROPN
easat-2384	27	1	(	(	PUNCT
easat-2384	27	2	2014	2014	NUM
easat-2384	27	3	)	)	PUNCT
easat-2384	27	4	suggest	suggest	VERB
easat-2384	27	5	that	that	SCONJ
easat-2384	27	6	learning	learn	VERB
easat-2384	27	7	analytics	analytic	NOUN
easat-2384	27	8	offers	offer	VERB
easat-2384	27	9	educators	educator	NOUN
easat-2384	27	10	insights	insight	NOUN
easat-2384	27	11	into	into	ADP
easat-2384	27	12	student	student	NOUN
easat-2384	27	13	engagement	engagement	NOUN
easat-2384	27	14	with	with	ADP
easat-2384	27	15	course	course	NOUN
easat-2384	27	16	materials	material	NOUN
easat-2384	27	17	,	,	PUNCT
easat-2384	27	18	interactions	interaction	NOUN
easat-2384	27	19	with	with	ADP
easat-2384	27	20	peers	peer	NOUN
easat-2384	27	21	and	and	CCONJ
easat-2384	27	22	instructors	instructor	NOUN
easat-2384	27	23	,	,	PUNCT
easat-2384	27	24	and	and	CCONJ
easat-2384	27	25	overall	overall	ADJ
easat-2384	27	26	participation	participation	NOUN
easat-2384	27	27	in	in	ADP
easat-2384	27	28	learning	learn	VERB
easat-2384	27	29	activities	activity	NOUN
easat-2384	27	30	.	.	PUNCT
easat-2384	28	1	by	by	ADP
easat-2384	28	2	leveraging	leverage	VERB
easat-2384	28	3	these	these	DET
easat-2384	28	4	analytics	analytic	NOUN
easat-2384	28	5	,	,	PUNCT
easat-2384	28	6	educators	educator	NOUN
easat-2384	28	7	can	can	AUX
easat-2384	28	8	effectively	effectively	ADV
easat-2384	28	9	intervene	intervene	VERB
easat-2384	28	10	in	in	ADP
easat-2384	28	11	students	student	NOUN
easat-2384	28	12	'	'	PART
easat-2384	28	13	learning	learning	NOUN
easat-2384	28	14	processes	process	NOUN
easat-2384	28	15	,	,	PUNCT
easat-2384	28	16	adjust	adjust	VERB
easat-2384	28	17	curriculum	curriculum	NOUN
easat-2384	28	18	designs	design	NOUN
easat-2384	28	19	,	,	PUNCT
easat-2384	28	20	and	and	CCONJ
easat-2384	28	21	refine	refine	VERB
easat-2384	28	22	teaching	teaching	NOUN
easat-2384	28	23	strategies	strategy	NOUN
easat-2384	28	24	to	to	PART
easat-2384	28	25	address	address	VERB
easat-2384	28	26	learning	learn	VERB
easat-2384	28	27	gaps	gap	NOUN
easat-2384	28	28	(	(	PUNCT
easat-2384	28	29	reyes	reye	NOUN
easat-2384	28	30	,	,	PUNCT
easat-2384	28	31	2015	2015	NUM
easat-2384	28	32	)	)	PUNCT
easat-2384	28	33	.	.	PUNCT
easat-2384	29	1	despite	despite	SCONJ
easat-2384	29	2	its	its	PRON
easat-2384	29	3	potential	potential	ADJ
easat-2384	29	4	benefits	benefit	NOUN
easat-2384	29	5	,	,	PUNCT
easat-2384	29	6	the	the	DET
easat-2384	29	7	adoption	adoption	NOUN
easat-2384	29	8	of	of	ADP
easat-2384	29	9	learning	learn	VERB
easat-2384	29	10	analytics	analytic	NOUN
easat-2384	29	11	(	(	PUNCT
easat-2384	29	12	la	la	NOUN
easat-2384	29	13	)	)	PUNCT
easat-2384	29	14	remains	remain	VERB
easat-2384	29	15	relatively	relatively	ADV
easat-2384	29	16	nascent	nascent	ADJ
easat-2384	29	17	(	(	PUNCT
easat-2384	29	18	dringus	dringus	ADJ
easat-2384	29	19	,	,	PUNCT
easat-2384	29	20	2012	2012	NUM
easat-2384	29	21	;	;	PUNCT
easat-2384	29	22	johnson	johnson	PROPN
easat-2384	29	23	et	et	PROPN
easat-2384	29	24	al	al	PROPN
easat-2384	29	25	.	.	PROPN
easat-2384	29	26	,	,	PUNCT
easat-2384	29	27	2011	2011	NUM
easat-2384	29	28	)	)	PUNCT
easat-2384	29	29	.	.	PUNCT
easat-2384	30	1	johnson	johnson	PROPN
easat-2384	30	2	et	et	PROPN
easat-2384	30	3	al	al	PROPN
easat-2384	30	4	.	.	PROPN
easat-2384	30	5	(	(	PUNCT
easat-2384	30	6	2011	2011	NUM
easat-2384	30	7	,	,	PUNCT
easat-2384	30	8	p.	p.	NOUN
easat-2384	30	9	28	28	NUM
easat-2384	30	10	)	)	PUNCT
easat-2384	30	11	acknowledge	acknowledge	VERB
easat-2384	30	12	la	la	INTJ
easat-2384	30	13	as	as	ADP
easat-2384	30	14	a	a	DET
easat-2384	30	15	critical	critical	ADJ
easat-2384	30	16	area	area	NOUN
easat-2384	30	17	for	for	ADP
easat-2384	30	18	development	development	NOUN
easat-2384	30	19	but	but	CCONJ
easat-2384	30	20	highlight	highlight	VERB
easat-2384	30	21	challenges	challenge	NOUN
easat-2384	30	22	related	relate	VERB
easat-2384	30	23	to	to	ADP
easat-2384	30	24	procedural	procedural	ADJ
easat-2384	30	25	issues	issue	NOUN
easat-2384	30	26	and	and	CCONJ
easat-2384	30	27	practical	practical	ADJ
easat-2384	30	28	applications	application	NOUN
easat-2384	30	29	.	.	PUNCT
easat-2384	31	1	a	a	DET
easat-2384	31	2	significant	significant	ADJ
easat-2384	31	3	obstacle	obstacle	NOUN
easat-2384	31	4	is	be	AUX
easat-2384	31	5	meeting	meet	VERB
easat-2384	31	6	the	the	DET
easat-2384	31	7	diverse	diverse	ADJ
easat-2384	31	8	data	datum	NOUN
easat-2384	31	9	access	access	NOUN
easat-2384	31	10	requirements	requirement	NOUN
easat-2384	31	11	of	of	ADP
easat-2384	31	12	stakeholders	stakeholder	NOUN
easat-2384	31	13	who	who	PRON
easat-2384	31	14	utilize	utilize	VERB
easat-2384	31	15	this	this	DET
easat-2384	31	16	data	datum	NOUN
easat-2384	31	17	.	.	PUNCT
easat-2384	32	1	securing	secure	VERB
easat-2384	32	2	permissions	permission	NOUN
easat-2384	32	3	from	from	ADP
easat-2384	32	4	multiple	multiple	ADJ
easat-2384	32	5	data	datum	NOUN
easat-2384	32	6	owners	owner	NOUN
easat-2384	32	7	to	to	PART
easat-2384	32	8	access	access	VERB
easat-2384	32	9	and	and	CCONJ
easat-2384	32	10	use	use	VERB
easat-2384	32	11	data	data	NOUN
easat-2384	32	12	poses	pose	VERB
easat-2384	32	13	another	another	DET
easat-2384	32	14	substantial	substantial	ADJ
easat-2384	32	15	challenge	challenge	NOUN
easat-2384	32	16	.	.	PUNCT
easat-2384	33	1	additionally	additionally	ADV
easat-2384	33	2	,	,	PUNCT
easat-2384	33	3	prioritizing	prioritize	VERB
easat-2384	33	4	institutional	institutional	ADJ
easat-2384	33	5	learning	learning	NOUN
easat-2384	33	6	analyses	analysis	NOUN
easat-2384	33	7	involves	involve	VERB
easat-2384	33	8	selecting	select	VERB
easat-2384	33	9	pertinent	pertinent	ADJ
easat-2384	33	10	questions	question	NOUN
easat-2384	33	11	aligned	align	VERB
easat-2384	33	12	with	with	ADP
easat-2384	33	13	available	available	ADJ
easat-2384	33	14	data	datum	NOUN
easat-2384	33	15	.	.	PUNCT
easat-2384	34	1	in	in	ADP
easat-2384	34	2	contexts	context	NOUN
easat-2384	34	3	where	where	SCONJ
easat-2384	34	4	institutions	institution	NOUN
easat-2384	34	5	have	have	AUX
easat-2384	34	6	prepared	prepare	VERB
easat-2384	34	7	by	by	ADP
easat-2384	34	8	empowering	empower	VERB
easat-2384	34	9	stakeholders	stakeholder	NOUN
easat-2384	34	10	and	and	CCONJ
easat-2384	34	11	establishing	establish	VERB
easat-2384	34	12	necessary	necessary	ADJ
easat-2384	34	13	policies	policy	NOUN
easat-2384	34	14	,	,	PUNCT
easat-2384	34	15	many	many	ADJ
easat-2384	34	16	of	of	ADP
easat-2384	34	17	these	these	DET
easat-2384	34	18	challenges	challenge	NOUN
easat-2384	34	19	have	have	AUX
easat-2384	34	20	been	be	AUX
easat-2384	34	21	addressed	address	VERB
easat-2384	34	22	.	.	PUNCT
easat-2384	35	1	however	however	ADV
easat-2384	35	2	,	,	PUNCT
easat-2384	35	3	in	in	ADP
easat-2384	35	4	morocco	morocco	PROPN
easat-2384	35	5	,	,	PUNCT
easat-2384	35	6	academic	academic	ADJ
easat-2384	35	7	institutions	institution	NOUN
easat-2384	35	8	lack	lack	VERB
easat-2384	35	9	preparedness	preparedness	NOUN
easat-2384	35	10	and	and	CCONJ
easat-2384	35	11	specific	specific	ADJ
easat-2384	35	12	guidelines	guideline	NOUN
easat-2384	35	13	,	,	PUNCT
easat-2384	35	14	amplifying	amplify	VERB
easat-2384	35	15	these	these	DET
easat-2384	35	16	challenges	challenge	NOUN
easat-2384	35	17	.	.	PUNCT
easat-2384	36	1	consequently	consequently	ADV
easat-2384	36	2	,	,	PUNCT
easat-2384	36	3	moroccan	moroccan	ADJ
easat-2384	36	4	educators	educator	NOUN
easat-2384	36	5	face	face	VERB
easat-2384	36	6	uncertainties	uncertainty	NOUN
easat-2384	36	7	regarding	regard	VERB
easat-2384	36	8	their	their	PRON
easat-2384	36	9	role	role	NOUN
easat-2384	36	10	in	in	ADP
easat-2384	36	11	adopting	adopt	VERB
easat-2384	36	12	learning	learn	VERB
easat-2384	36	13	analytics	analytic	NOUN
easat-2384	36	14	.	.	PUNCT
easat-2384	37	1	to	to	PART
easat-2384	37	2	facilitate	facilitate	VERB
easat-2384	37	3	the	the	DET
easat-2384	37	4	successful	successful	ADJ
easat-2384	37	5	adoption	adoption	NOUN
easat-2384	37	6	of	of	ADP
easat-2384	37	7	learning	learn	VERB
easat-2384	37	8	analytics	analytic	NOUN
easat-2384	37	9	in	in	ADP
easat-2384	37	10	moroccan	moroccan	ADJ
easat-2384	37	11	higher	high	ADJ
easat-2384	37	12	education	education	NOUN
easat-2384	37	13	,	,	PUNCT
easat-2384	37	14	this	this	DET
easat-2384	37	15	study	study	NOUN
easat-2384	37	16	explores	explore	VERB
easat-2384	37	17	the	the	DET
easat-2384	37	18	following	follow	VERB
easat-2384	37	19	inquiry	inquiry	NOUN
easat-2384	37	20	:	:	PUNCT
easat-2384	37	21	what	what	DET
easat-2384	37	22	challenges	challenge	NOUN
easat-2384	37	23	do	do	VERB
easat-2384	37	24	moroccan	moroccan	ADJ
easat-2384	37	25	educators	educator	NOUN
easat-2384	37	26	encounter	encounter	VERB
easat-2384	37	27	when	when	SCONJ
easat-2384	37	28	adopting	adopt	VERB
easat-2384	37	29	learning	learning	NOUN
easat-2384	37	30	analytics	analytic	NOUN
easat-2384	37	31	,	,	PUNCT
easat-2384	37	32	and	and	CCONJ
easat-2384	37	33	what	what	PRON
easat-2384	37	34	prerequisites	prerequisite	NOUN
easat-2384	37	35	are	be	AUX
easat-2384	37	36	essential	essential	ADJ
easat-2384	37	37	for	for	ADP
easat-2384	37	38	their	their	PRON
easat-2384	37	39	successful	successful	ADJ
easat-2384	37	40	implementation	implementation	NOUN
easat-2384	37	41	?	?	PUNCT
easat-2384	38	1	3	3	X
easat-2384	38	2	.	.	X
easat-2384	38	3	methodology	methodology	NOUN
easat-2384	38	4	this	this	DET
easat-2384	38	5	study	study	NOUN
easat-2384	38	6	investigates	investigate	VERB
easat-2384	38	7	the	the	DET
easat-2384	38	8	challenges	challenge	NOUN
easat-2384	38	9	and	and	CCONJ
easat-2384	38	10	prerequisites	prerequisite	NOUN
easat-2384	38	11	associated	associate	VERB
easat-2384	38	12	with	with	ADP
easat-2384	38	13	learning	learn	VERB
easat-2384	38	14	analytics	analytic	NOUN
easat-2384	38	15	adoption	adoption	NOUN
easat-2384	38	16	.	.	PUNCT
easat-2384	39	1	to	to	PART
easat-2384	39	2	achieve	achieve	VERB
easat-2384	39	3	our	our	PRON
easat-2384	39	4	research	research	NOUN
easat-2384	39	5	objectives	objective	NOUN
easat-2384	39	6	,	,	PUNCT
easat-2384	39	7	we	we	PRON
easat-2384	39	8	employed	employ	VERB
easat-2384	39	9	a	a	DET
easat-2384	39	10	descriptive	descriptive	ADJ
easat-2384	39	11	qualitative	qualitative	ADJ
easat-2384	39	12	methodology	methodology	NOUN
easat-2384	39	13	,	,	PUNCT
easat-2384	39	14	allowing	allow	VERB
easat-2384	39	15	each	each	DET
easat-2384	39	16	educator	educator	NOUN
easat-2384	39	17	to	to	PART
easat-2384	39	18	provide	provide	VERB
easat-2384	39	19	detailed	detailed	ADJ
easat-2384	39	20	accounts	account	NOUN
easat-2384	39	21	of	of	ADP
easat-2384	39	22	their	their	PRON
easat-2384	39	23	experiences	experience	NOUN
easat-2384	39	24	with	with	ADP
easat-2384	39	25	various	various	ADJ
easat-2384	39	26	types	type	NOUN
easat-2384	39	27	of	of	ADP
easat-2384	39	28	learning	learn	VERB
easat-2384	39	29	analytics	analytic	NOUN
easat-2384	39	30	and	and	CCONJ
easat-2384	39	31	the	the	DET
easat-2384	39	32	obstacles	obstacle	NOUN
easat-2384	39	33	they	they	PRON
easat-2384	39	34	faced	face	VERB
easat-2384	39	35	.	.	PUNCT
easat-2384	40	1	data	datum	NOUN
easat-2384	40	2	were	be	AUX
easat-2384	40	3	collected	collect	VERB
easat-2384	40	4	through	through	ADP
easat-2384	40	5	semi	semi	ADJ
easat-2384	40	6	-	-	ADJ
easat-2384	40	7	structured	structured	ADJ
easat-2384	40	8	interviews	interview	NOUN
easat-2384	40	9	with	with	ADP
easat-2384	40	10	10	10	NUM
easat-2384	40	11	faculty	faculty	NOUN
easat-2384	40	12	members	member	NOUN
easat-2384	40	13	from	from	ADP
easat-2384	40	14	a	a	DET
easat-2384	40	15	multidisciplinary	multidisciplinary	ADJ
easat-2384	40	16	faculty	faculty	NOUN
easat-2384	40	17	in	in	ADP
easat-2384	40	18	nador	nador	PROPN
easat-2384	40	19	,	,	PUNCT
easat-2384	40	20	chosen	choose	VERB
easat-2384	40	21	based	base	VERB
easat-2384	40	22	on	on	ADP
easat-2384	40	23	their	their	PRON
easat-2384	40	24	prior	prior	ADJ
easat-2384	40	25	use	use	NOUN
easat-2384	40	26	of	of	ADP
easat-2384	40	27	learning	learn	VERB
easat-2384	40	28	analytics	analytic	NOUN
easat-2384	40	29	.	.	PUNCT
easat-2384	41	1	educators	educator	NOUN
easat-2384	41	2	who	who	PRON
easat-2384	41	3	had	have	AUX
easat-2384	41	4	not	not	PART
easat-2384	41	5	utilized	utilize	VERB
easat-2384	41	6	any	any	DET
easat-2384	41	7	form	form	NOUN
easat-2384	41	8	of	of	ADP
easat-2384	41	9	learning	learn	VERB
easat-2384	41	10	analytics	analytic	NOUN
easat-2384	41	11	were	be	AUX
easat-2384	41	12	not	not	PART
easat-2384	41	13	included	include	VERB
easat-2384	41	14	in	in	ADP
easat-2384	41	15	the	the	DET
easat-2384	41	16	study	study	NOUN
easat-2384	41	17	.	.	PUNCT
easat-2384	42	1	interviews	interview	NOUN
easat-2384	42	2	were	be	AUX
easat-2384	42	3	conducted	conduct	VERB
easat-2384	42	4	by	by	ADP
easat-2384	42	5	the	the	DET
easat-2384	42	6	same	same	ADJ
easat-2384	42	7	researcher	researcher	NOUN
easat-2384	42	8	between	between	ADP
easat-2384	42	9	february	february	PROPN
easat-2384	42	10	and	and	CCONJ
easat-2384	42	11	march	march	PROPN
easat-2384	42	12	2022	2022	NUM
easat-2384	42	13	,	,	PUNCT
easat-2384	42	14	typically	typically	ADV
easat-2384	42	15	at	at	ADP
easat-2384	42	16	the	the	DET
easat-2384	42	17	participants	participant	NOUN
easat-2384	42	18	'	'	PART
easat-2384	42	19	workplaces	workplace	NOUN
easat-2384	42	20	after	after	SCONJ
easat-2384	42	21	classes	class	NOUN
easat-2384	42	22	had	have	AUX
easat-2384	42	23	ended	end	VERB
easat-2384	42	24	and	and	CCONJ
easat-2384	42	25	students	student	NOUN
easat-2384	42	26	had	have	AUX
easat-2384	42	27	left	leave	VERB
easat-2384	42	28	the	the	DET
easat-2384	42	29	lecture	lecture	NOUN
easat-2384	42	30	hall	hall	NOUN
easat-2384	42	31	.	.	PUNCT
easat-2384	43	1	to	to	PART
easat-2384	43	2	ensure	ensure	VERB
easat-2384	43	3	a	a	DET
easat-2384	43	4	comprehensive	comprehensive	ADJ
easat-2384	43	5	perspective	perspective	NOUN
easat-2384	43	6	,	,	PUNCT
easat-2384	43	7	participants	participant	NOUN
easat-2384	43	8	were	be	AUX
easat-2384	43	9	selected	select	VERB
easat-2384	43	10	from	from	ADP
easat-2384	43	11	diverse	diverse	ADJ
easat-2384	43	12	academic	academic	ADJ
easat-2384	43	13	disciplines	discipline	NOUN
easat-2384	43	14	,	,	PUNCT
easat-2384	43	15	providing	provide	VERB
easat-2384	43	16	insights	insight	NOUN
easat-2384	43	17	into	into	ADP
easat-2384	43	18	potential	potential	ADJ
easat-2384	43	19	implementation	implementation	NOUN
easat-2384	43	20	challenges	challenge	NOUN
easat-2384	43	21	of	of	ADP
easat-2384	43	22	learning	learn	VERB
easat-2384	43	23	analytics	analytic	NOUN
easat-2384	43	24	.	.	PUNCT
easat-2384	44	1	interview	interview	NOUN
easat-2384	44	2	questions	question	NOUN
easat-2384	44	3	were	be	AUX
easat-2384	44	4	derived	derive	VERB
easat-2384	44	5	from	from	ADP
easat-2384	44	6	a	a	DET
easat-2384	44	7	literature	literature	NOUN
easat-2384	44	8	review	review	NOUN
easat-2384	44	9	.	.	PUNCT
easat-2384	45	1	following	follow	VERB
easat-2384	45	2	data	data	PROPN
easat-2384	45	3	collection	collection	NOUN
easat-2384	45	4	,	,	PUNCT
easat-2384	45	5	a	a	DET
easat-2384	45	6	descriptive	descriptive	ADJ
easat-2384	45	7	analysis	analysis	NOUN
easat-2384	45	8	was	be	AUX
easat-2384	45	9	conducted	conduct	VERB
easat-2384	45	10	to	to	PART
easat-2384	45	11	interpret	interpret	VERB
easat-2384	45	12	and	and	CCONJ
easat-2384	45	13	summarize	summarize	VERB
easat-2384	45	14	the	the	DET
easat-2384	45	15	findings	finding	NOUN
easat-2384	45	16	.	.	PUNCT
easat-2384	46	1	2050	2050	NUM
easat-2384	46	2	edelweiss	edelweiss	PROPN
easat-2384	46	3	applied	apply	VERB
easat-2384	46	4	science	science	NOUN
easat-2384	46	5	and	and	CCONJ
easat-2384	46	6	technology	technology	NOUN
easat-2384	46	7	issn	issn	PROPN
easat-2384	46	8	:	:	PUNCT
easat-2384	46	9	2576	2576	NUM
easat-2384	46	10	-	-	SYM
easat-2384	46	11	8484	8484	NUM
easat-2384	46	12	vol	vol	NOUN
easat-2384	46	13	.	.	PROPN
easat-2384	46	14	8	8	NUM
easat-2384	46	15	,	,	PUNCT
easat-2384	46	16	no	no	INTJ
easat-2384	46	17	.	.	NOUN
easat-2384	47	1	6	6	NUM
easat-2384	47	2	:	:	SYM
easat-2384	47	3	2048	2048	NUM
easat-2384	47	4	-	-	SYM
easat-2384	47	5	2055	2055	NUM
easat-2384	47	6	,	,	PUNCT
easat-2384	47	7	2024	2024	NUM
easat-2384	47	8	doi	doi	NOUN
easat-2384	47	9	:	:	PUNCT
easat-2384	47	10	10.55214/25768484.v8i6.2384	10.55214/25768484.v8i6.2384	NUM
easat-2384	47	11	©	©	PROPN
easat-2384	47	12	2024	2024	NUM
easat-2384	47	13	by	by	ADP
easat-2384	47	14	the	the	DET
easat-2384	47	15	authors	author	NOUN
easat-2384	47	16	;	;	PUNCT
easat-2384	47	17	licensee	licensee	PROPN
easat-2384	47	18	learning	learn	VERB
easat-2384	47	19	gate	gate	NOUN
easat-2384	47	20	figure	figure	NOUN
easat-2384	47	21	1	1	NUM
easat-2384	47	22	.	.	PUNCT
easat-2384	47	23	gender	gender	NOUN
easat-2384	47	24	distribution	distribution	NOUN
easat-2384	47	25	of	of	ADP
easat-2384	47	26	the	the	DET
easat-2384	47	27	sample	sample	NOUN
easat-2384	47	28	.	.	PUNCT
easat-2384	48	1	4	4	X
easat-2384	48	2	.	.	X
easat-2384	48	3	results	result	VERB
easat-2384	48	4	4.1	4.1	NUM
easat-2384	48	5	.	.	PUNCT
easat-2384	49	1	gender	gender	NOUN
easat-2384	49	2	of	of	ADP
easat-2384	49	3	the	the	DET
easat-2384	49	4	sample	sample	NOUN
easat-2384	49	5	studied	study	VERB
easat-2384	49	6	the	the	DET
easat-2384	49	7	data	datum	NOUN
easat-2384	49	8	indicates	indicate	VERB
easat-2384	49	9	an	an	DET
easat-2384	49	10	equal	equal	ADJ
easat-2384	49	11	distribution	distribution	NOUN
easat-2384	49	12	of	of	ADP
easat-2384	49	13	male	male	ADJ
easat-2384	49	14	and	and	CCONJ
easat-2384	49	15	female	female	ADJ
easat-2384	49	16	educators	educator	NOUN
easat-2384	49	17	,	,	PUNCT
easat-2384	49	18	each	each	PRON
easat-2384	49	19	comprising	comprise	VERB
easat-2384	49	20	50	50	NUM
easat-2384	49	21	%	%	NOUN
easat-2384	49	22	of	of	ADP
easat-2384	49	23	the	the	DET
easat-2384	49	24	sample	sample	NOUN
easat-2384	49	25	,	,	PUNCT
easat-2384	49	26	engaged	engage	VERB
easat-2384	49	27	in	in	ADP
easat-2384	49	28	distance	distance	NOUN
easat-2384	49	29	teaching	teaching	NOUN
easat-2384	49	30	.	.	PUNCT
easat-2384	50	1	participants	participant	NOUN
easat-2384	50	2	were	be	AUX
easat-2384	50	3	selected	select	VERB
easat-2384	50	4	based	base	VERB
easat-2384	50	5	on	on	ADP
easat-2384	50	6	their	their	PRON
easat-2384	50	7	previous	previous	ADJ
easat-2384	50	8	experience	experience	NOUN
easat-2384	50	9	with	with	ADP
easat-2384	50	10	learning	learn	VERB
easat-2384	50	11	analytics	analytic	NOUN
easat-2384	50	12	or	or	CCONJ
easat-2384	50	13	distance	distance	NOUN
easat-2384	50	14	learning	learning	NOUN
easat-2384	50	15	platforms	platform	NOUN
easat-2384	50	16	,	,	PUNCT
easat-2384	50	17	ensuring	ensure	VERB
easat-2384	50	18	comprehensive	comprehensive	ADJ
easat-2384	50	19	coverage	coverage	NOUN
easat-2384	50	20	of	of	ADP
easat-2384	50	21	challenges	challenge	NOUN
easat-2384	50	22	and	and	CCONJ
easat-2384	50	23	requirements	requirement	NOUN
easat-2384	50	24	across	across	ADP
easat-2384	50	25	genders	gender	NOUN
easat-2384	50	26	.	.	PUNCT
easat-2384	51	1	figure	figure	NOUN
easat-2384	51	2	2	2	NUM
easat-2384	51	3	.	.	NOUN
easat-2384	51	4	prior	prior	ADJ
easat-2384	51	5	use	use	NOUN
easat-2384	51	6	of	of	ADP
easat-2384	51	7	learning	learn	VERB
easat-2384	51	8	analytics	analytic	NOUN
easat-2384	51	9	.	.	PUNCT
easat-2384	52	1	4.2	4.2	NUM
easat-2384	52	2	.	.	PUNCT
easat-2384	53	1	prior	prior	ADJ
easat-2384	53	2	use	use	NOUN
easat-2384	53	3	of	of	ADP
easat-2384	53	4	learning	learn	VERB
easat-2384	53	5	analytics	analytic	NOUN
easat-2384	53	6	the	the	DET
easat-2384	53	7	figure	figure	NOUN
easat-2384	53	8	2	2	NUM
easat-2384	53	9	shows	show	VERB
easat-2384	53	10	that	that	SCONJ
easat-2384	53	11	30	30	NUM
easat-2384	53	12	%	%	NOUN
easat-2384	53	13	of	of	ADP
easat-2384	53	14	our	our	PRON
easat-2384	53	15	study	study	NOUN
easat-2384	53	16	participants	participant	NOUN
easat-2384	53	17	utilize	utilize	VERB
easat-2384	53	18	learning	learn	VERB
easat-2384	53	19	analytics	analytic	NOUN
easat-2384	53	20	tools	tool	NOUN
easat-2384	53	21	.	.	PUNCT
easat-2384	54	1	further	further	ADJ
easat-2384	54	2	investigation	investigation	NOUN
easat-2384	54	3	into	into	ADP
easat-2384	54	4	the	the	DET
easat-2384	54	5	types	type	NOUN
easat-2384	54	6	of	of	ADP
easat-2384	54	7	tools	tool	NOUN
easat-2384	54	8	used	use	VERB
easat-2384	54	9	revealed	reveal	VERB
easat-2384	54	10	that	that	SCONJ
easat-2384	54	11	they	they	PRON
easat-2384	54	12	employed	employ	VERB
easat-2384	54	13	learning	learning	NOUN
easat-2384	54	14	analytics	analytic	NOUN
easat-2384	54	15	tools	tool	NOUN
easat-2384	54	16	incidentally	incidentally	ADV
easat-2384	54	17	within	within	ADP
easat-2384	54	18	the	the	DET
easat-2384	54	19	moodle	moodle	PROPN
easat-2384	54	20	platform	platform	NOUN
easat-2384	54	21	.	.	PUNCT
easat-2384	55	1	specifically	specifically	ADV
easat-2384	55	2	,	,	PUNCT
easat-2384	55	3	they	they	PRON
easat-2384	55	4	relied	rely	VERB
easat-2384	55	5	on	on	ADP
easat-2384	55	6	the	the	DET
easat-2384	55	7	platform	platform	NOUN
easat-2384	55	8	's	's	PART
easat-2384	55	9	integrated	integrate	VERB
easat-2384	55	10	features	feature	NOUN
easat-2384	55	11	without	without	ADP
easat-2384	55	12	external	external	ADJ
easat-2384	55	13	add	add	NOUN
easat-2384	55	14	-	-	PUNCT
easat-2384	55	15	ons	ons	NOUN
easat-2384	55	16	.	.	PUNCT
easat-2384	56	1	as	as	ADP
easat-2384	56	2	a	a	DET
easat-2384	56	3	result	result	NOUN
easat-2384	56	4	,	,	PUNCT
easat-2384	56	5	the	the	DET
easat-2384	56	6	specific	specific	ADJ
easat-2384	56	7	goals	goal	NOUN
easat-2384	56	8	for	for	ADP
easat-2384	56	9	using	use	VERB
easat-2384	56	10	learning	learn	VERB
easat-2384	56	11	analytics	analytic	NOUN
easat-2384	56	12	tools	tool	NOUN
easat-2384	56	13	are	be	AUX
easat-2384	56	14	not	not	PART
easat-2384	56	15	clearly	clearly	ADV
easat-2384	56	16	defined	define	VERB
easat-2384	56	17	.	.	PUNCT
easat-2384	57	1	these	these	DET
easat-2384	57	2	findings	finding	NOUN
easat-2384	57	3	suggest	suggest	VERB
easat-2384	57	4	that	that	SCONJ
easat-2384	57	5	the	the	DET
easat-2384	57	6	challenges	challenge	NOUN
easat-2384	57	7	ahead	ahead	ADV
easat-2384	57	8	will	will	AUX
easat-2384	57	9	be	be	AUX
easat-2384	57	10	complex	complex	ADJ
easat-2384	57	11	and	and	CCONJ
easat-2384	57	12	varied	varied	ADJ
easat-2384	57	13	.	.	PUNCT
easat-2384	58	1	2051	2051	NUM
easat-2384	58	2	edelweiss	edelweiss	PROPN
easat-2384	58	3	applied	apply	VERB
easat-2384	58	4	science	science	NOUN
easat-2384	58	5	and	and	CCONJ
easat-2384	58	6	technology	technology	NOUN
easat-2384	58	7	issn	issn	PROPN
easat-2384	58	8	:	:	PUNCT
easat-2384	58	9	2576	2576	NUM
easat-2384	58	10	-	-	SYM
easat-2384	58	11	8484	8484	NUM
easat-2384	58	12	vol	vol	NOUN
easat-2384	58	13	.	.	PROPN
easat-2384	58	14	8	8	NUM
easat-2384	58	15	,	,	PUNCT
easat-2384	58	16	no	no	INTJ
easat-2384	58	17	.	.	NOUN
easat-2384	59	1	6	6	NUM
easat-2384	59	2	:	:	SYM
easat-2384	59	3	2048	2048	NUM
easat-2384	59	4	-	-	SYM
easat-2384	59	5	2055	2055	NUM
easat-2384	59	6	,	,	PUNCT
easat-2384	59	7	2024	2024	NUM
easat-2384	59	8	doi	doi	NOUN
easat-2384	59	9	:	:	PUNCT
easat-2384	59	10	10.55214/25768484.v8i6.2384	10.55214/25768484.v8i6.2384	NUM
easat-2384	59	11	©	©	PROPN
easat-2384	59	12	2024	2024	NUM
easat-2384	59	13	by	by	ADP
easat-2384	59	14	the	the	DET
easat-2384	59	15	authors	author	NOUN
easat-2384	59	16	;	;	PUNCT
easat-2384	59	17	licensee	licensee	PROPN
easat-2384	59	18	learning	learning	NOUN
easat-2384	59	19	gate	gate	NOUN
easat-2384	59	20	4.3	4.3	NUM
easat-2384	59	21	.	.	PUNCT
easat-2384	60	1	information	information	NOUN
easat-2384	60	2	about	about	ADP
easat-2384	60	3	la	la	ADV
easat-2384	60	4	used	use	VERB
easat-2384	60	5	for	for	ADP
easat-2384	60	6	educators	educator	NOUN
easat-2384	60	7	who	who	PRON
easat-2384	60	8	have	have	AUX
easat-2384	60	9	utilized	utilize	VERB
easat-2384	60	10	learning	learning	NOUN
easat-2384	60	11	analytics	analytic	NOUN
easat-2384	60	12	,	,	PUNCT
easat-2384	60	13	we	we	PRON
easat-2384	60	14	inquired	inquire	VERB
easat-2384	60	15	about	about	ADP
easat-2384	60	16	the	the	DET
easat-2384	60	17	resources	resource	NOUN
easat-2384	60	18	that	that	PRON
easat-2384	60	19	aided	aid	VERB
easat-2384	60	20	them	they	PRON
easat-2384	60	21	in	in	ADP
easat-2384	60	22	utilizing	utilize	VERB
easat-2384	60	23	learning	learn	VERB
easat-2384	60	24	analytics	analytic	NOUN
easat-2384	60	25	and	and	CCONJ
easat-2384	60	26	whether	whether	SCONJ
easat-2384	60	27	they	they	PRON
easat-2384	60	28	implemented	implement	VERB
easat-2384	60	29	a	a	DET
easat-2384	60	30	particular	particular	ADJ
easat-2384	60	31	usage	usage	NOUN
easat-2384	60	32	approach	approach	NOUN
easat-2384	60	33	.	.	PUNCT
easat-2384	61	1	figure	figure	VERB
easat-2384	61	2	3	3	NUM
easat-2384	61	3	.	.	PUNCT
easat-2384	62	1	a	a	DET
easat-2384	62	2	specific	specific	ADJ
easat-2384	62	3	starategy	starategy	NOUN
easat-2384	62	4	for	for	ADP
easat-2384	62	5	learning	learn	VERB
easat-2384	62	6	analytics	analytic	NOUN
easat-2384	62	7	.	.	PUNCT
easat-2384	63	1	figure	figure	VERB
easat-2384	63	2	4	4	NUM
easat-2384	63	3	.	.	PUNCT
easat-2384	63	4	auxiliary	auxiliary	ADJ
easat-2384	63	5	tools	tool	NOUN
easat-2384	63	6	for	for	ADP
easat-2384	63	7	using	use	VERB
easat-2384	63	8	learning	learn	VERB
easat-2384	63	9	analytics	analytic	NOUN
easat-2384	63	10	.	.	PUNCT
easat-2384	64	1	the	the	DET
easat-2384	64	2	data	datum	NOUN
easat-2384	64	3	reveals	reveal	VERB
easat-2384	64	4	that	that	SCONJ
easat-2384	64	5	none	none	NOUN
easat-2384	64	6	of	of	ADP
easat-2384	64	7	the	the	DET
easat-2384	64	8	participants	participant	NOUN
easat-2384	64	9	in	in	ADP
easat-2384	64	10	our	our	PRON
easat-2384	64	11	study	study	NOUN
easat-2384	64	12	utilized	utilize	VERB
easat-2384	64	13	any	any	DET
easat-2384	64	14	supportive	supportive	ADJ
easat-2384	64	15	tools	tool	NOUN
easat-2384	64	16	like	like	ADP
easat-2384	64	17	frameworks	framework	NOUN
easat-2384	64	18	or	or	CCONJ
easat-2384	64	19	guides	guide	NOUN
easat-2384	64	20	.	.	PUNCT
easat-2384	65	1	moreover	moreover	ADV
easat-2384	65	2	,	,	PUNCT
easat-2384	65	3	80	80	NUM
easat-2384	65	4	%	%	NOUN
easat-2384	65	5	of	of	ADP
easat-2384	65	6	the	the	DET
easat-2384	65	7	participants	participant	NOUN
easat-2384	65	8	did	do	AUX
easat-2384	65	9	not	not	PART
easat-2384	65	10	follow	follow	VERB
easat-2384	65	11	a	a	DET
easat-2384	65	12	specific	specific	ADJ
easat-2384	65	13	strategy	strategy	NOUN
easat-2384	65	14	,	,	PUNCT
easat-2384	65	15	while	while	SCONJ
easat-2384	65	16	the	the	DET
easat-2384	65	17	remaining	remain	VERB
easat-2384	65	18	20	20	NUM
easat-2384	65	19	%	%	NOUN
easat-2384	65	20	independently	independently	ADV
easat-2384	65	21	utilized	utilize	VERB
easat-2384	65	22	existing	exist	VERB
easat-2384	65	23	learning	learning	NOUN
easat-2384	65	24	analytics	analytic	NOUN
easat-2384	65	25	tools	tool	NOUN
easat-2384	65	26	to	to	PART
easat-2384	65	27	monitor	monitor	VERB
easat-2384	65	28	student	student	NOUN
easat-2384	65	29	progress	progress	NOUN
easat-2384	65	30	and	and	CCONJ
easat-2384	65	31	engagement	engagement	NOUN
easat-2384	65	32	.	.	PUNCT
easat-2384	66	1	this	this	DET
easat-2384	66	2	subgroup	subgroup	NOUN
easat-2384	66	3	used	use	VERB
easat-2384	66	4	the	the	DET
easat-2384	66	5	tools	tool	NOUN
easat-2384	66	6	according	accord	VERB
easat-2384	66	7	to	to	ADP
easat-2384	66	8	their	their	PRON
easat-2384	66	9	own	own	ADJ
easat-2384	66	10	objectives	objective	NOUN
easat-2384	66	11	and	and	CCONJ
easat-2384	66	12	showed	show	VERB
easat-2384	66	13	strong	strong	ADJ
easat-2384	66	14	2052	2052	NUM
easat-2384	66	15	edelweiss	edelweiss	PROPN
easat-2384	66	16	applied	apply	VERB
easat-2384	66	17	science	science	NOUN
easat-2384	66	18	and	and	CCONJ
easat-2384	66	19	technology	technology	NOUN
easat-2384	66	20	issn	issn	PROPN
easat-2384	66	21	:	:	PUNCT
easat-2384	66	22	2576	2576	NUM
easat-2384	66	23	-	-	SYM
easat-2384	66	24	8484	8484	NUM
easat-2384	66	25	vol	vol	NOUN
easat-2384	66	26	.	.	PROPN
easat-2384	67	1	8	8	NUM
easat-2384	67	2	,	,	PUNCT
easat-2384	67	3	no	no	INTJ
easat-2384	67	4	.	.	NOUN
easat-2384	68	1	6	6	NUM
easat-2384	68	2	:	:	SYM
easat-2384	68	3	2048	2048	NUM
easat-2384	68	4	-	-	SYM
easat-2384	68	5	2055	2055	NUM
easat-2384	68	6	,	,	PUNCT
easat-2384	68	7	2024	2024	NUM
easat-2384	68	8	doi	doi	NOUN
easat-2384	68	9	:	:	PUNCT
easat-2384	68	10	10.55214/25768484.v8i6.2384	10.55214/25768484.v8i6.2384	NUM
easat-2384	68	11	©	©	PROPN
easat-2384	68	12	2024	2024	NUM
easat-2384	68	13	by	by	ADP
easat-2384	68	14	the	the	DET
easat-2384	68	15	authors	author	NOUN
easat-2384	68	16	;	;	PUNCT
easat-2384	68	17	licensee	licensee	NOUN
easat-2384	68	18	learning	learning	NOUN
easat-2384	68	19	gate	gate	NOUN
easat-2384	68	20	motivation	motivation	NOUN
easat-2384	68	21	towards	towards	ADP
easat-2384	68	22	adopting	adopt	VERB
easat-2384	68	23	learning	learn	VERB
easat-2384	68	24	analytics	analytic	NOUN
easat-2384	68	25	.	.	PUNCT
easat-2384	69	1	thus	thus	ADV
easat-2384	69	2	,	,	PUNCT
easat-2384	69	3	effective	effective	ADJ
easat-2384	69	4	adoption	adoption	NOUN
easat-2384	69	5	of	of	ADP
easat-2384	69	6	learning	learn	VERB
easat-2384	69	7	analytics	analytic	NOUN
easat-2384	69	8	hinges	hinge	NOUN
easat-2384	69	9	on	on	ADP
easat-2384	69	10	using	use	VERB
easat-2384	69	11	them	they	PRON
easat-2384	69	12	purposefully	purposefully	ADV
easat-2384	69	13	and	and	CCONJ
easat-2384	69	14	with	with	ADP
easat-2384	69	15	clear	clear	ADJ
easat-2384	69	16	intentions	intention	NOUN
easat-2384	69	17	.	.	PUNCT
easat-2384	70	1	4.4	4.4	NUM
easat-2384	70	2	.	.	PUNCT
easat-2384	70	3	justifications	justification	NOUN
easat-2384	70	4	for	for	ADP
easat-2384	70	5	use	use	NOUN
easat-2384	70	6	of	of	ADP
easat-2384	70	7	learning	learn	VERB
easat-2384	70	8	analytics	analytic	NOUN
easat-2384	70	9	the	the	DET
easat-2384	70	10	findings	finding	NOUN
easat-2384	70	11	of	of	ADP
easat-2384	70	12	this	this	DET
easat-2384	70	13	research	research	NOUN
easat-2384	70	14	have	have	AUX
easat-2384	70	15	led	lead	VERB
easat-2384	70	16	to	to	ADP
easat-2384	70	17	the	the	DET
easat-2384	70	18	conclusion	conclusion	NOUN
easat-2384	70	19	that	that	SCONJ
easat-2384	70	20	some	some	DET
easat-2384	70	21	teachers	teacher	NOUN
easat-2384	70	22	are	be	AUX
easat-2384	70	23	using	use	VERB
easat-2384	70	24	learning	learn	VERB
easat-2384	70	25	analytics	analytic	NOUN
easat-2384	70	26	tools	tool	NOUN
easat-2384	70	27	on	on	ADP
easat-2384	70	28	their	their	PRON
easat-2384	70	29	own	own	ADJ
easat-2384	70	30	initiative	initiative	NOUN
easat-2384	70	31	to	to	PART
easat-2384	70	32	track	track	VERB
easat-2384	70	33	students	student	NOUN
easat-2384	70	34	'	'	PART
easat-2384	70	35	work	work	NOUN
easat-2384	70	36	,	,	PUNCT
easat-2384	70	37	monitor	monitor	VERB
easat-2384	70	38	their	their	PRON
easat-2384	70	39	performance	performance	NOUN
easat-2384	70	40	progress	progress	NOUN
easat-2384	70	41	,	,	PUNCT
easat-2384	70	42	and	and	CCONJ
easat-2384	70	43	assess	assess	VERB
easat-2384	70	44	their	their	PRON
easat-2384	70	45	engagement	engagement	NOUN
easat-2384	70	46	.	.	PUNCT
easat-2384	71	1	for	for	ADP
easat-2384	71	2	instance	instance	NOUN
easat-2384	71	3	,	,	PUNCT
easat-2384	71	4	one	one	NUM
easat-2384	71	5	teacher	teacher	NOUN
easat-2384	71	6	mentioned	mention	VERB
easat-2384	71	7	that	that	SCONJ
easat-2384	71	8	after	after	ADP
easat-2384	71	9	transitioning	transition	VERB
easat-2384	71	10	from	from	ADP
easat-2384	71	11	in	in	ADP
easat-2384	71	12	-	-	PUNCT
easat-2384	71	13	person	person	NOUN
easat-2384	71	14	teaching	teaching	NOUN
easat-2384	71	15	to	to	ADP
easat-2384	71	16	distance	distance	NOUN
easat-2384	71	17	teaching	teaching	NOUN
easat-2384	71	18	,	,	PUNCT
easat-2384	71	19	he	he	PRON
easat-2384	71	20	was	be	AUX
easat-2384	71	21	unprepared	unprepared	ADJ
easat-2384	71	22	for	for	ADP
easat-2384	71	23	the	the	DET
easat-2384	71	24	challenges	challenge	NOUN
easat-2384	71	25	it	it	PRON
easat-2384	71	26	posed	pose	VERB
easat-2384	71	27	.	.	PUNCT
easat-2384	72	1	despite	despite	SCONJ
easat-2384	72	2	using	use	VERB
easat-2384	72	3	distance	distance	NOUN
easat-2384	72	4	teaching	teaching	NOUN
easat-2384	72	5	as	as	ADP
easat-2384	72	6	a	a	DET
easat-2384	72	7	supplement	supplement	NOUN
easat-2384	72	8	to	to	PART
easat-2384	72	9	face	face	VERB
easat-2384	72	10	-	-	PUNCT
easat-2384	72	11	to	to	ADP
easat-2384	72	12	-	-	PUNCT
easat-2384	72	13	face	face	NOUN
easat-2384	72	14	instruction	instruction	NOUN
easat-2384	72	15	,	,	PUNCT
easat-2384	72	16	he	he	PRON
easat-2384	72	17	had	have	AUX
easat-2384	72	18	not	not	PART
easat-2384	72	19	anticipated	anticipate	VERB
easat-2384	72	20	the	the	DET
easat-2384	72	21	specific	specific	ADJ
easat-2384	72	22	issues	issue	NOUN
easat-2384	72	23	of	of	ADP
easat-2384	72	24	remote	remote	ADJ
easat-2384	72	25	teaching	teaching	NOUN
easat-2384	72	26	.	.	PUNCT
easat-2384	73	1	however	however	ADV
easat-2384	73	2	,	,	PUNCT
easat-2384	73	3	he	he	PRON
easat-2384	73	4	later	later	ADV
easat-2384	73	5	discovered	discover	VERB
easat-2384	73	6	that	that	SCONJ
easat-2384	73	7	he	he	PRON
easat-2384	73	8	could	could	AUX
easat-2384	73	9	monitor	monitor	VERB
easat-2384	73	10	students	student	NOUN
easat-2384	73	11	'	'	PART
easat-2384	73	12	work	work	NOUN
easat-2384	73	13	progress	progress	NOUN
easat-2384	73	14	and	and	CCONJ
easat-2384	73	15	engagement	engagement	NOUN
easat-2384	73	16	levels	level	NOUN
easat-2384	73	17	by	by	ADP
easat-2384	73	18	consulting	consult	VERB
easat-2384	73	19	the	the	DET
easat-2384	73	20	reports	report	NOUN
easat-2384	73	21	available	available	ADJ
easat-2384	73	22	on	on	ADP
easat-2384	73	23	the	the	DET
easat-2384	73	24	platform	platform	NOUN
easat-2384	73	25	.	.	PUNCT
easat-2384	74	1	another	another	DET
easat-2384	74	2	teacher	teacher	NOUN
easat-2384	74	3	stated	state	VERB
easat-2384	74	4	that	that	SCONJ
easat-2384	74	5	he	he	PRON
easat-2384	74	6	utilized	utilize	VERB
easat-2384	74	7	the	the	DET
easat-2384	74	8	reports	report	NOUN
easat-2384	74	9	and	and	CCONJ
easat-2384	74	10	dashboards	dashboard	NOUN
easat-2384	74	11	available	available	ADJ
easat-2384	74	12	on	on	ADP
easat-2384	74	13	learning	learn	VERB
easat-2384	74	14	platforms	platform	NOUN
easat-2384	74	15	to	to	PART
easat-2384	74	16	monitor	monitor	VERB
easat-2384	74	17	student	student	NOUN
easat-2384	74	18	progress	progress	NOUN
easat-2384	74	19	,	,	PUNCT
easat-2384	74	20	albeit	albeit	SCONJ
easat-2384	74	21	without	without	ADP
easat-2384	74	22	realizing	realize	VERB
easat-2384	74	23	it	it	PRON
easat-2384	74	24	was	be	AUX
easat-2384	74	25	considered	consider	VERB
easat-2384	74	26	learning	learn	VERB
easat-2384	74	27	analytics	analytic	NOUN
easat-2384	74	28	.	.	PUNCT
easat-2384	75	1	in	in	ADP
easat-2384	75	2	this	this	DET
easat-2384	75	3	context	context	NOUN
easat-2384	75	4	,	,	PUNCT
easat-2384	75	5	learning	learn	VERB
easat-2384	75	6	analytics	analytic	NOUN
easat-2384	75	7	has	have	AUX
easat-2384	75	8	been	be	AUX
easat-2384	75	9	primarily	primarily	ADV
easat-2384	75	10	used	use	VERB
easat-2384	75	11	for	for	ADP
easat-2384	75	12	descriptive	descriptive	ADJ
easat-2384	75	13	purposes	purpose	NOUN
easat-2384	75	14	,	,	PUNCT
easat-2384	75	15	indicating	indicate	VERB
easat-2384	75	16	that	that	SCONJ
easat-2384	75	17	the	the	DET
easat-2384	75	18	challenges	challenge	NOUN
easat-2384	75	19	and	and	CCONJ
easat-2384	75	20	needs	need	NOUN
easat-2384	75	21	identified	identify	VERB
easat-2384	75	22	are	be	AUX
easat-2384	75	23	related	relate	VERB
easat-2384	75	24	to	to	ADP
easat-2384	75	25	descriptive	descriptive	ADJ
easat-2384	75	26	learning	learning	NOUN
easat-2384	75	27	analytics	analytic	NOUN
easat-2384	75	28	.	.	PUNCT
easat-2384	76	1	4.5	4.5	NUM
easat-2384	76	2	.	.	PUNCT
easat-2384	77	1	challenges	challenge	NOUN
easat-2384	77	2	for	for	ADP
easat-2384	77	3	successful	successful	ADJ
easat-2384	77	4	implementaton	implementaton	PROPN
easat-2384	77	5	of	of	ADP
easat-2384	77	6	learning	learn	VERB
easat-2384	77	7	analytics	analytic	NOUN
easat-2384	77	8	teachers	teacher	NOUN
easat-2384	77	9	foresee	foresee	VERB
easat-2384	77	10	several	several	ADJ
easat-2384	77	11	challenges	challenge	NOUN
easat-2384	77	12	when	when	SCONJ
easat-2384	77	13	considering	consider	VERB
easat-2384	77	14	the	the	DET
easat-2384	77	15	adoption	adoption	NOUN
easat-2384	77	16	of	of	ADP
easat-2384	77	17	learning	learn	VERB
easat-2384	77	18	analytics	analytic	NOUN
easat-2384	77	19	.	.	PUNCT
easat-2384	78	1	analysis	analysis	NOUN
easat-2384	78	2	of	of	ADP
easat-2384	78	3	their	their	PRON
easat-2384	78	4	feedback	feedback	NOUN
easat-2384	78	5	has	have	AUX
easat-2384	78	6	revealed	reveal	VERB
easat-2384	78	7	several	several	ADJ
easat-2384	78	8	recurring	recur	VERB
easat-2384	78	9	themes	theme	NOUN
easat-2384	78	10	.	.	PUNCT
easat-2384	79	1	these	these	PRON
easat-2384	79	2	include	include	VERB
easat-2384	79	3	concerns	concern	NOUN
easat-2384	79	4	about	about	ADP
easat-2384	79	5	inadequate	inadequate	ADJ
easat-2384	79	6	training	training	NOUN
easat-2384	79	7	in	in	ADP
easat-2384	79	8	using	use	VERB
easat-2384	79	9	learning	learn	VERB
easat-2384	79	10	analytics	analytic	NOUN
easat-2384	79	11	tools	tool	NOUN
easat-2384	79	12	,	,	PUNCT
easat-2384	79	13	a	a	DET
easat-2384	79	14	lack	lack	NOUN
easat-2384	79	15	of	of	ADP
easat-2384	79	16	concrete	concrete	ADJ
easat-2384	79	17	examples	example	NOUN
easat-2384	79	18	,	,	PUNCT
easat-2384	79	19	limited	limited	ADJ
easat-2384	79	20	resources	resource	NOUN
easat-2384	79	21	,	,	PUNCT
easat-2384	79	22	restricted	restrict	VERB
easat-2384	79	23	access	access	NOUN
easat-2384	79	24	to	to	ADP
easat-2384	79	25	educational	educational	ADJ
easat-2384	79	26	data	datum	NOUN
easat-2384	79	27	,	,	PUNCT
easat-2384	79	28	the	the	DET
easat-2384	79	29	necessity	necessity	NOUN
easat-2384	79	30	for	for	ADP
easat-2384	79	31	new	new	ADJ
easat-2384	79	32	infrastructure	infrastructure	NOUN
easat-2384	79	33	,	,	PUNCT
easat-2384	79	34	a	a	DET
easat-2384	79	35	lack	lack	NOUN
easat-2384	79	36	of	of	ADP
easat-2384	79	37	organizational	organizational	ADJ
easat-2384	79	38	culture	culture	NOUN
easat-2384	79	39	supportive	supportive	ADJ
easat-2384	79	40	of	of	ADP
easat-2384	79	41	learning	learn	VERB
easat-2384	79	42	analytics	analytic	NOUN
easat-2384	79	43	,	,	PUNCT
easat-2384	79	44	and	and	CCONJ
easat-2384	79	45	resistance	resistance	NOUN
easat-2384	79	46	to	to	PART
easat-2384	79	47	change	change	VERB
easat-2384	79	48	from	from	ADP
easat-2384	79	49	various	various	ADJ
easat-2384	79	50	stakeholders	stakeholder	NOUN
easat-2384	79	51	.	.	PUNCT
easat-2384	80	1	many	many	ADJ
easat-2384	80	2	teachers	teacher	NOUN
easat-2384	80	3	expressed	express	VERB
easat-2384	80	4	significant	significant	ADJ
easat-2384	80	5	concerns	concern	NOUN
easat-2384	80	6	about	about	ADP
easat-2384	80	7	insufficient	insufficient	ADJ
easat-2384	80	8	training	training	NOUN
easat-2384	80	9	,	,	PUNCT
easat-2384	80	10	feeling	feel	VERB
easat-2384	80	11	that	that	SCONJ
easat-2384	80	12	their	their	PRON
easat-2384	80	13	pedagogical	pedagogical	ADJ
easat-2384	80	14	and	and	CCONJ
easat-2384	80	15	technical	technical	ADJ
easat-2384	80	16	skills	skill	NOUN
easat-2384	80	17	might	might	AUX
easat-2384	80	18	not	not	PART
easat-2384	80	19	be	be	AUX
easat-2384	80	20	adequate	adequate	ADJ
easat-2384	80	21	for	for	ADP
easat-2384	80	22	adopting	adopt	VERB
easat-2384	80	23	learning	learn	VERB
easat-2384	80	24	analytics	analytic	NOUN
easat-2384	80	25	effectively	effectively	ADV
easat-2384	80	26	.	.	PUNCT
easat-2384	81	1	they	they	PRON
easat-2384	81	2	emphasized	emphasize	VERB
easat-2384	81	3	the	the	DET
easat-2384	81	4	importance	importance	NOUN
easat-2384	81	5	of	of	ADP
easat-2384	81	6	having	have	VERB
easat-2384	81	7	clear	clear	ADJ
easat-2384	81	8	examples	example	NOUN
easat-2384	81	9	to	to	PART
easat-2384	81	10	understand	understand	VERB
easat-2384	81	11	how	how	SCONJ
easat-2384	81	12	to	to	PART
easat-2384	81	13	implement	implement	VERB
easat-2384	81	14	and	and	CCONJ
easat-2384	81	15	utilize	utilize	VERB
easat-2384	81	16	learning	learn	VERB
easat-2384	81	17	analytics	analytic	NOUN
easat-2384	81	18	;	;	PUNCT
easat-2384	81	19	without	without	ADP
easat-2384	81	20	such	such	ADJ
easat-2384	81	21	guidance	guidance	NOUN
easat-2384	81	22	,	,	PUNCT
easat-2384	81	23	the	the	DET
easat-2384	81	24	adoption	adoption	NOUN
easat-2384	81	25	process	process	NOUN
easat-2384	81	26	could	could	AUX
easat-2384	81	27	be	be	AUX
easat-2384	81	28	daunting	daunt	VERB
easat-2384	81	29	.	.	PUNCT
easat-2384	82	1	participants	participant	NOUN
easat-2384	82	2	using	use	VERB
easat-2384	82	3	learning	learn	VERB
easat-2384	82	4	analytics	analytic	NOUN
easat-2384	82	5	tools	tool	NOUN
easat-2384	82	6	within	within	ADP
easat-2384	82	7	moodle	moodle	PROPN
easat-2384	82	8	emphasized	emphasize	VERB
easat-2384	82	9	the	the	DET
easat-2384	82	10	critical	critical	ADJ
easat-2384	82	11	need	need	NOUN
easat-2384	82	12	for	for	ADP
easat-2384	82	13	robust	robust	ADJ
easat-2384	82	14	technical	technical	ADJ
easat-2384	82	15	infrastructure	infrastructure	NOUN
easat-2384	82	16	,	,	PUNCT
easat-2384	82	17	which	which	PRON
easat-2384	82	18	may	may	AUX
easat-2384	82	19	not	not	PART
easat-2384	82	20	be	be	AUX
easat-2384	82	21	uniformly	uniformly	ADV
easat-2384	82	22	available	available	ADJ
easat-2384	82	23	across	across	ADP
easat-2384	82	24	all	all	DET
easat-2384	82	25	academic	academic	ADJ
easat-2384	82	26	institutions	institution	NOUN
easat-2384	82	27	.	.	PUNCT
easat-2384	83	1	they	they	PRON
easat-2384	83	2	stressed	stress	VERB
easat-2384	83	3	the	the	DET
easat-2384	83	4	importance	importance	NOUN
easat-2384	83	5	of	of	ADP
easat-2384	83	6	having	have	VERB
easat-2384	83	7	dedicated	dedicate	VERB
easat-2384	83	8	personnel	personnel	NOUN
easat-2384	83	9	who	who	PRON
easat-2384	83	10	are	be	AUX
easat-2384	83	11	motivated	motivated	ADJ
easat-2384	83	12	to	to	PART
easat-2384	83	13	utilize	utilize	VERB
easat-2384	83	14	these	these	DET
easat-2384	83	15	tools	tool	NOUN
easat-2384	83	16	effectively	effectively	ADV
easat-2384	83	17	,	,	PUNCT
easat-2384	83	18	as	as	SCONJ
easat-2384	83	19	any	any	DET
easat-2384	83	20	shortcomings	shortcoming	NOUN
easat-2384	83	21	in	in	ADP
easat-2384	83	22	infrastructure	infrastructure	NOUN
easat-2384	83	23	or	or	CCONJ
easat-2384	83	24	personnel	personnel	NOUN
easat-2384	83	25	readiness	readiness	NOUN
easat-2384	83	26	could	could	AUX
easat-2384	83	27	impede	impede	VERB
easat-2384	83	28	educators	educator	NOUN
easat-2384	83	29	'	'	PART
easat-2384	83	30	work	work	NOUN
easat-2384	83	31	.	.	PUNCT
easat-2384	84	1	furthermore	furthermore	ADV
easat-2384	84	2	,	,	PUNCT
easat-2384	84	3	one	one	NUM
easat-2384	84	4	participant	participant	NOUN
easat-2384	84	5	highlighted	highlight	VERB
easat-2384	84	6	the	the	DET
easat-2384	84	7	crucial	crucial	ADJ
easat-2384	84	8	issue	issue	NOUN
easat-2384	84	9	of	of	ADP
easat-2384	84	10	access	access	NOUN
easat-2384	84	11	to	to	ADP
easat-2384	84	12	comprehensive	comprehensive	ADJ
easat-2384	84	13	learning	learning	NOUN
easat-2384	84	14	data	datum	NOUN
easat-2384	84	15	,	,	PUNCT
easat-2384	84	16	arguing	argue	VERB
easat-2384	84	17	that	that	SCONJ
easat-2384	84	18	technical	technical	ADJ
easat-2384	84	19	and	and	CCONJ
easat-2384	84	20	ethical	ethical	ADJ
easat-2384	84	21	constraints	constraint	NOUN
easat-2384	84	22	,	,	PUNCT
easat-2384	84	23	especially	especially	ADV
easat-2384	84	24	related	relate	VERB
easat-2384	84	25	to	to	ADP
easat-2384	84	26	privacy	privacy	NOUN
easat-2384	84	27	,	,	PUNCT
easat-2384	84	28	could	could	AUX
easat-2384	84	29	hinder	hinder	VERB
easat-2384	84	30	the	the	DET
easat-2384	84	31	adoption	adoption	NOUN
easat-2384	84	32	process	process	NOUN
easat-2384	84	33	and	and	CCONJ
easat-2384	84	34	undermine	undermine	VERB
easat-2384	84	35	the	the	DET
easat-2384	84	36	effectiveness	effectiveness	NOUN
easat-2384	84	37	of	of	ADP
easat-2384	84	38	learning	learn	VERB
easat-2384	84	39	analytics	analytic	NOUN
easat-2384	84	40	.	.	PUNCT
easat-2384	85	1	4.6	4.6	NUM
easat-2384	85	2	.	.	PUNCT
easat-2384	86	1	teachers	teacher	NOUN
easat-2384	86	2	'	'	PART
easat-2384	86	3	needs	need	NOUN
easat-2384	86	4	to	to	PART
easat-2384	86	5	adopt	adopt	VERB
easat-2384	86	6	learning	learn	VERB
easat-2384	86	7	analytics	analytic	NOUN
easat-2384	86	8	we	we	PRON
easat-2384	86	9	conducted	conduct	VERB
easat-2384	86	10	an	an	DET
easat-2384	86	11	evaluation	evaluation	NOUN
easat-2384	86	12	of	of	ADP
easat-2384	86	13	the	the	DET
easat-2384	86	14	essential	essential	ADJ
easat-2384	86	15	conditions	condition	NOUN
easat-2384	86	16	,	,	PUNCT
easat-2384	86	17	expectations	expectation	NOUN
easat-2384	86	18	,	,	PUNCT
easat-2384	86	19	and	and	CCONJ
easat-2384	86	20	specifications	specification	NOUN
easat-2384	86	21	that	that	PRON
easat-2384	86	22	teachers	teacher	NOUN
easat-2384	86	23	deem	deem	VERB
easat-2384	86	24	necessary	necessary	ADJ
easat-2384	86	25	for	for	ADP
easat-2384	86	26	learning	learn	VERB
easat-2384	86	27	analytics	analytic	NOUN
easat-2384	86	28	tools	tool	NOUN
easat-2384	86	29	.	.	PUNCT
easat-2384	87	1	the	the	DET
easat-2384	87	2	findings	finding	NOUN
easat-2384	87	3	show	show	VERB
easat-2384	87	4	that	that	SCONJ
easat-2384	87	5	the	the	DET
easat-2384	87	6	majority	majority	NOUN
easat-2384	87	7	of	of	ADP
easat-2384	87	8	teachers	teacher	NOUN
easat-2384	87	9	consider	consider	VERB
easat-2384	87	10	several	several	ADJ
easat-2384	87	11	prerequisites	prerequisite	NOUN
easat-2384	87	12	crucial	crucial	ADJ
easat-2384	87	13	,	,	PUNCT
easat-2384	87	14	including	include	VERB
easat-2384	87	15	guidance	guidance	NOUN
easat-2384	87	16	,	,	PUNCT
easat-2384	87	17	robust	robust	ADJ
easat-2384	87	18	technical	technical	ADJ
easat-2384	87	19	infrastructure	infrastructure	NOUN
easat-2384	87	20	,	,	PUNCT
easat-2384	87	21	technical	technical	ADJ
easat-2384	87	22	proficiency	proficiency	NOUN
easat-2384	87	23	,	,	PUNCT
easat-2384	87	24	motivation	motivation	NOUN
easat-2384	87	25	to	to	PART
easat-2384	87	26	utilize	utilize	VERB
easat-2384	87	27	learning	learn	VERB
easat-2384	87	28	analytics	analytic	NOUN
easat-2384	87	29	,	,	PUNCT
easat-2384	87	30	and	and	CCONJ
easat-2384	87	31	legal	legal	ADJ
easat-2384	87	32	safeguards	safeguard	NOUN
easat-2384	87	33	for	for	ADP
easat-2384	87	34	student	student	NOUN
easat-2384	87	35	data	datum	NOUN
easat-2384	87	36	.	.	PUNCT
easat-2384	88	1	in	in	ADP
easat-2384	88	2	terms	term	NOUN
easat-2384	88	3	of	of	ADP
easat-2384	88	4	expectations	expectation	NOUN
easat-2384	88	5	,	,	PUNCT
easat-2384	88	6	teachers	teacher	NOUN
easat-2384	88	7	emphasized	emphasize	VERB
easat-2384	88	8	the	the	DET
easat-2384	88	9	importance	importance	NOUN
easat-2384	88	10	of	of	ADP
easat-2384	88	11	learning	learn	VERB
easat-2384	88	12	analytics	analytic	NOUN
easat-2384	88	13	in	in	ADP
easat-2384	88	14	facilitating	facilitate	VERB
easat-2384	88	15	their	their	PRON
easat-2384	88	16	teaching	teaching	NOUN
easat-2384	88	17	practices	practice	NOUN
easat-2384	88	18	by	by	ADP
easat-2384	88	19	reducing	reduce	VERB
easat-2384	88	20	workload	workload	NOUN
easat-2384	88	21	and	and	CCONJ
easat-2384	88	22	stress	stress	NOUN
easat-2384	88	23	.	.	PUNCT
easat-2384	89	1	they	they	PRON
easat-2384	89	2	also	also	ADV
easat-2384	89	3	expressed	express	VERB
easat-2384	89	4	a	a	DET
easat-2384	89	5	need	need	NOUN
easat-2384	89	6	for	for	ADP
easat-2384	89	7	regular	regular	ADJ
easat-2384	89	8	updates	update	NOUN
easat-2384	89	9	on	on	ADP
easat-2384	89	10	curriculum	curriculum	NOUN
easat-2384	89	11	progress	progress	NOUN
easat-2384	89	12	,	,	PUNCT
easat-2384	89	13	indicators	indicator	NOUN
easat-2384	89	14	to	to	PART
easat-2384	89	15	identify	identify	VERB
easat-2384	89	16	high	high	ADJ
easat-2384	89	17	rates	rate	NOUN
easat-2384	89	18	of	of	ADP
easat-2384	89	19	academic	academic	ADJ
easat-2384	89	20	failure	failure	NOUN
easat-2384	89	21	and	and	CCONJ
easat-2384	89	22	dropout	dropout	NOUN
easat-2384	89	23	risk	risk	NOUN
easat-2384	89	24	,	,	PUNCT
easat-2384	89	25	and	and	CCONJ
easat-2384	89	26	transparent	transparent	ADJ
easat-2384	89	27	feedback	feedback	NOUN
easat-2384	89	28	on	on	ADP
easat-2384	89	29	student	student	NOUN
easat-2384	89	30	satisfaction	satisfaction	NOUN
easat-2384	89	31	with	with	ADP
easat-2384	89	32	courses	course	NOUN
easat-2384	89	33	and	and	CCONJ
easat-2384	89	34	programs	program	NOUN
easat-2384	89	35	.	.	PUNCT
easat-2384	90	1	furthermore	furthermore	ADV
easat-2384	90	2	,	,	PUNCT
easat-2384	90	3	the	the	DET
easat-2384	90	4	survey	survey	NOUN
easat-2384	90	5	highlighted	highlight	VERB
easat-2384	90	6	that	that	SCONJ
easat-2384	90	7	most	most	ADJ
easat-2384	90	8	respondents	respondent	NOUN
easat-2384	90	9	require	require	VERB
easat-2384	90	10	user	user	NOUN
easat-2384	90	11	-	-	PUNCT
easat-2384	90	12	friendly	friendly	ADJ
easat-2384	90	13	tools	tool	NOUN
easat-2384	90	14	,	,	PUNCT
easat-2384	90	15	supplementary	supplementary	ADJ
easat-2384	90	16	tools	tool	NOUN
easat-2384	90	17	,	,	PUNCT
easat-2384	90	18	feasibility	feasibility	NOUN
easat-2384	90	19	tools	tool	NOUN
easat-2384	90	20	,	,	PUNCT
easat-2384	90	21	and	and	CCONJ
easat-2384	90	22	tools	tool	NOUN
easat-2384	90	23	for	for	ADP
easat-2384	90	24	assessing	assess	VERB
easat-2384	90	25	learning	learning	NOUN
easat-2384	90	26	.	.	PUNCT
easat-2384	91	1	one	one	NUM
easat-2384	91	2	participant	participant	NOUN
easat-2384	91	3	suggested	suggest	VERB
easat-2384	91	4	the	the	DET
easat-2384	91	5	necessity	necessity	NOUN
easat-2384	91	6	for	for	ADP
easat-2384	91	7	a	a	DET
easat-2384	91	8	tool	tool	NOUN
easat-2384	91	9	capable	capable	ADJ
easat-2384	91	10	of	of	ADP
easat-2384	91	11	data	datum	NOUN
easat-2384	91	12	uploading	uploading	NOUN
easat-2384	91	13	and	and	CCONJ
easat-2384	91	14	analysis	analysis	NOUN
easat-2384	91	15	capabilities	capability	NOUN
easat-2384	91	16	.	.	PUNCT
easat-2384	92	1	2053	2053	NUM
easat-2384	92	2	edelweiss	edelweiss	PROPN
easat-2384	92	3	applied	apply	VERB
easat-2384	92	4	science	science	NOUN
easat-2384	92	5	and	and	CCONJ
easat-2384	92	6	technology	technology	NOUN
easat-2384	92	7	issn	issn	PROPN
easat-2384	92	8	:	:	PUNCT
easat-2384	92	9	2576	2576	NUM
easat-2384	92	10	-	-	SYM
easat-2384	92	11	8484	8484	NUM
easat-2384	92	12	vol	vol	NOUN
easat-2384	92	13	.	.	PROPN
easat-2384	92	14	8	8	NUM
easat-2384	92	15	,	,	PUNCT
easat-2384	92	16	no	no	INTJ
easat-2384	92	17	.	.	NOUN
easat-2384	93	1	6	6	NUM
easat-2384	93	2	:	:	SYM
easat-2384	93	3	2048	2048	NUM
easat-2384	93	4	-	-	SYM
easat-2384	93	5	2055	2055	NUM
easat-2384	93	6	,	,	PUNCT
easat-2384	93	7	2024	2024	NUM
easat-2384	93	8	doi	doi	NOUN
easat-2384	93	9	:	:	PUNCT
easat-2384	93	10	10.55214/25768484.v8i6.2384	10.55214/25768484.v8i6.2384	NUM
easat-2384	93	11	©	©	PROPN
easat-2384	93	12	2024	2024	NUM
easat-2384	93	13	by	by	ADP
easat-2384	93	14	the	the	DET
easat-2384	93	15	authors	author	NOUN
easat-2384	93	16	;	;	PUNCT
easat-2384	93	17	licensee	licensee	PROPN
easat-2384	93	18	learning	learning	NOUN
easat-2384	93	19	gate	gate	NOUN
easat-2384	93	20	4.7	4.7	NUM
easat-2384	93	21	.	.	PUNCT
easat-2384	94	1	overcoming	overcome	VERB
easat-2384	94	2	challenges	challenge	NOUN
easat-2384	94	3	several	several	ADJ
easat-2384	94	4	recommendations	recommendation	NOUN
easat-2384	94	5	have	have	AUX
easat-2384	94	6	been	be	AUX
easat-2384	94	7	put	put	VERB
easat-2384	94	8	forward	forward	ADV
easat-2384	94	9	to	to	PART
easat-2384	94	10	tackle	tackle	VERB
easat-2384	94	11	the	the	DET
easat-2384	94	12	challenges	challenge	NOUN
easat-2384	94	13	and	and	CCONJ
easat-2384	94	14	fulfill	fulfill	VERB
easat-2384	94	15	the	the	DET
easat-2384	94	16	requirements	requirement	NOUN
easat-2384	94	17	in	in	ADP
easat-2384	94	18	this	this	DET
easat-2384	94	19	domain	domain	NOUN
easat-2384	94	20	.	.	PUNCT
easat-2384	95	1	key	key	ADJ
easat-2384	95	2	recommendations	recommendation	NOUN
easat-2384	95	3	include	include	VERB
easat-2384	95	4	providing	provide	VERB
easat-2384	95	5	adequate	adequate	ADJ
easat-2384	95	6	training	training	NOUN
easat-2384	95	7	for	for	SCONJ
easat-2384	95	8	teachers	teacher	NOUN
easat-2384	95	9	to	to	PART
easat-2384	95	10	effectively	effectively	ADV
easat-2384	95	11	utilize	utilize	VERB
easat-2384	95	12	learning	learn	VERB
easat-2384	95	13	analytics	analytic	NOUN
easat-2384	95	14	and	and	CCONJ
easat-2384	95	15	offering	offer	VERB
easat-2384	95	16	ongoing	ongoing	ADJ
easat-2384	95	17	guidance	guidance	NOUN
easat-2384	95	18	.	.	PUNCT
easat-2384	96	1	furthermore	furthermore	ADV
easat-2384	96	2	,	,	PUNCT
easat-2384	96	3	it	it	PRON
easat-2384	96	4	is	be	AUX
easat-2384	96	5	advised	advise	VERB
easat-2384	96	6	to	to	PART
easat-2384	96	7	develop	develop	VERB
easat-2384	96	8	and	and	CCONJ
easat-2384	96	9	implement	implement	VERB
easat-2384	96	10	policies	policy	NOUN
easat-2384	96	11	,	,	PUNCT
easat-2384	96	12	models	model	NOUN
easat-2384	96	13	,	,	PUNCT
easat-2384	96	14	and	and	CCONJ
easat-2384	96	15	frameworks	framework	NOUN
easat-2384	96	16	to	to	PART
easat-2384	96	17	support	support	VERB
easat-2384	96	18	the	the	DET
easat-2384	96	19	adoption	adoption	NOUN
easat-2384	96	20	of	of	ADP
easat-2384	96	21	learning	learn	VERB
easat-2384	96	22	analytics	analytic	NOUN
easat-2384	96	23	.	.	PUNCT
easat-2384	97	1	lastly	lastly	ADV
easat-2384	97	2	,	,	PUNCT
easat-2384	97	3	there	there	PRON
easat-2384	97	4	is	be	VERB
easat-2384	97	5	a	a	DET
easat-2384	97	6	recommendation	recommendation	NOUN
easat-2384	97	7	to	to	PART
easat-2384	97	8	equip	equip	VERB
easat-2384	97	9	educators	educator	NOUN
easat-2384	97	10	with	with	ADP
easat-2384	97	11	reliable	reliable	ADJ
easat-2384	97	12	,	,	PUNCT
easat-2384	97	13	functional	functional	ADJ
easat-2384	97	14	,	,	PUNCT
easat-2384	97	15	and	and	CCONJ
easat-2384	97	16	user	user	NOUN
easat-2384	97	17	-	-	PUNCT
easat-2384	97	18	friendly	friendly	ADJ
easat-2384	97	19	tools	tool	NOUN
easat-2384	97	20	for	for	ADP
easat-2384	97	21	learning	learn	VERB
easat-2384	97	22	analytics	analytic	NOUN
easat-2384	97	23	.	.	PUNCT
easat-2384	98	1	5	5	X
easat-2384	98	2	.	.	X
easat-2384	98	3	discussion	discussion	NOUN
easat-2384	98	4	the	the	DET
easat-2384	98	5	aim	aim	NOUN
easat-2384	98	6	of	of	ADP
easat-2384	98	7	this	this	DET
easat-2384	98	8	research	research	NOUN
easat-2384	98	9	was	be	AUX
easat-2384	98	10	to	to	PART
easat-2384	98	11	identify	identify	VERB
easat-2384	98	12	barriers	barrier	NOUN
easat-2384	98	13	that	that	SCONJ
easat-2384	98	14	teachers	teacher	NOUN
easat-2384	98	15	may	may	AUX
easat-2384	98	16	encounter	encounter	VERB
easat-2384	98	17	when	when	SCONJ
easat-2384	98	18	implementing	implement	VERB
easat-2384	98	19	learning	learning	NOUN
easat-2384	98	20	analytics	analytic	NOUN
easat-2384	98	21	tools	tool	NOUN
easat-2384	98	22	and	and	CCONJ
easat-2384	98	23	to	to	PART
easat-2384	98	24	determine	determine	VERB
easat-2384	98	25	their	their	PRON
easat-2384	98	26	requirements	requirement	NOUN
easat-2384	98	27	.	.	PUNCT
easat-2384	99	1	key	key	ADJ
easat-2384	99	2	findings	finding	NOUN
easat-2384	99	3	reveal	reveal	VERB
easat-2384	99	4	that	that	SCONJ
easat-2384	99	5	the	the	DET
easat-2384	99	6	majority	majority	NOUN
easat-2384	99	7	of	of	ADP
easat-2384	99	8	educational	educational	ADJ
easat-2384	99	9	institutions	institution	NOUN
easat-2384	99	10	are	be	AUX
easat-2384	99	11	not	not	PART
easat-2384	99	12	utilizing	utilize	VERB
easat-2384	99	13	learning	learn	VERB
easat-2384	99	14	analytics	analytic	NOUN
easat-2384	99	15	.	.	PUNCT
easat-2384	100	1	specifically	specifically	ADV
easat-2384	100	2	,	,	PUNCT
easat-2384	100	3	70	70	NUM
easat-2384	100	4	%	%	NOUN
easat-2384	100	5	of	of	ADP
easat-2384	100	6	teachers	teacher	NOUN
easat-2384	100	7	familiar	familiar	ADJ
easat-2384	100	8	with	with	ADP
easat-2384	100	9	moodle	moodle	NOUN
easat-2384	100	10	and	and	CCONJ
easat-2384	100	11	its	its	PRON
easat-2384	100	12	features	feature	NOUN
easat-2384	100	13	have	have	AUX
easat-2384	100	14	not	not	PART
easat-2384	100	15	used	use	VERB
easat-2384	100	16	learning	learn	VERB
easat-2384	100	17	analytics	analytic	NOUN
easat-2384	100	18	within	within	ADP
easat-2384	100	19	the	the	DET
easat-2384	100	20	platform	platform	NOUN
easat-2384	100	21	,	,	PUNCT
easat-2384	100	22	while	while	SCONJ
easat-2384	100	23	30	30	NUM
easat-2384	100	24	%	%	NOUN
easat-2384	100	25	have	have	VERB
easat-2384	100	26	.	.	PUNCT
easat-2384	101	1	the	the	DET
easat-2384	101	2	adoption	adoption	NOUN
easat-2384	101	3	and	and	CCONJ
easat-2384	101	4	effective	effective	ADJ
easat-2384	101	5	implementation	implementation	NOUN
easat-2384	101	6	of	of	ADP
easat-2384	101	7	learning	learn	VERB
easat-2384	101	8	analytics	analytic	NOUN
easat-2384	101	9	in	in	ADP
easat-2384	101	10	higher	high	ADJ
easat-2384	101	11	education	education	NOUN
easat-2384	101	12	face	face	VERB
easat-2384	101	13	significant	significant	ADJ
easat-2384	101	14	challenges	challenge	NOUN
easat-2384	101	15	and	and	CCONJ
easat-2384	101	16	constraints	constraint	NOUN
easat-2384	101	17	(	(	PUNCT
easat-2384	101	18	guzmán	guzmán	NOUN
easat-2384	101	19	-	-	PUNCT
easat-2384	101	20	valenzuela	valenzuela	PROPN
easat-2384	101	21	et	et	PROPN
easat-2384	101	22	al	al	PROPN
easat-2384	101	23	.	.	PROPN
easat-2384	101	24	,	,	PUNCT
easat-2384	101	25	2021	2021	NUM
easat-2384	101	26	;	;	PUNCT
easat-2384	101	27	bonnin	bonnin	PROPN
easat-2384	101	28	&	&	CCONJ
easat-2384	101	29	boyer	boyer	PROPN
easat-2384	101	30	,	,	PUNCT
easat-2384	101	31	2017	2017	NUM
easat-2384	101	32	;	;	PUNCT
easat-2384	101	33	tsai	tsai	PROPN
easat-2384	101	34	&	&	CCONJ
easat-2384	101	35	gasevic	gasevic	PROPN
easat-2384	101	36	,	,	PUNCT
easat-2384	101	37	2017	2017	NUM
easat-2384	101	38	)	)	PUNCT
easat-2384	101	39	.	.	PUNCT
easat-2384	102	1	these	these	DET
easat-2384	102	2	challenges	challenge	NOUN
easat-2384	102	3	include	include	VERB
easat-2384	102	4	inadequate	inadequate	ADJ
easat-2384	102	5	training	training	NOUN
easat-2384	102	6	on	on	ADP
easat-2384	102	7	learning	learn	VERB
easat-2384	102	8	analytics	analytic	NOUN
easat-2384	102	9	tools	tool	NOUN
easat-2384	102	10	,	,	PUNCT
easat-2384	102	11	lack	lack	NOUN
easat-2384	102	12	of	of	ADP
easat-2384	102	13	practical	practical	ADJ
easat-2384	102	14	examples	example	NOUN
easat-2384	102	15	,	,	PUNCT
easat-2384	102	16	resource	resource	NOUN
easat-2384	102	17	scarcity	scarcity	NOUN
easat-2384	102	18	,	,	PUNCT
easat-2384	102	19	limited	limited	ADJ
easat-2384	102	20	access	access	NOUN
easat-2384	102	21	to	to	ADP
easat-2384	102	22	educational	educational	ADJ
easat-2384	102	23	data	datum	NOUN
easat-2384	102	24	,	,	PUNCT
easat-2384	102	25	the	the	DET
easat-2384	102	26	need	need	NOUN
easat-2384	102	27	for	for	ADP
easat-2384	102	28	new	new	ADJ
easat-2384	102	29	infrastructure	infrastructure	NOUN
easat-2384	102	30	,	,	PUNCT
easat-2384	102	31	organizational	organizational	ADJ
easat-2384	102	32	culture	culture	NOUN
easat-2384	102	33	gaps	gap	NOUN
easat-2384	102	34	related	relate	VERB
easat-2384	102	35	to	to	ADP
easat-2384	102	36	learning	learn	VERB
easat-2384	102	37	analytics	analytic	NOUN
easat-2384	102	38	,	,	PUNCT
easat-2384	102	39	and	and	CCONJ
easat-2384	102	40	resistance	resistance	NOUN
easat-2384	102	41	to	to	PART
easat-2384	102	42	change	change	VERB
easat-2384	102	43	from	from	ADP
easat-2384	102	44	stakeholders	stakeholder	NOUN
easat-2384	102	45	.	.	PUNCT
easat-2384	103	1	to	to	PART
easat-2384	103	2	address	address	VERB
easat-2384	103	3	these	these	DET
easat-2384	103	4	challenges	challenge	NOUN
easat-2384	103	5	,	,	PUNCT
easat-2384	103	6	educators	educator	NOUN
easat-2384	103	7	can	can	AUX
easat-2384	103	8	engage	engage	VERB
easat-2384	103	9	in	in	ADP
easat-2384	103	10	professional	professional	ADJ
easat-2384	103	11	development	development	NOUN
easat-2384	103	12	opportunities	opportunity	NOUN
easat-2384	103	13	aimed	aim	VERB
easat-2384	103	14	at	at	ADP
easat-2384	103	15	enhancing	enhance	VERB
easat-2384	103	16	their	their	PRON
easat-2384	103	17	data	datum	NOUN
easat-2384	103	18	literacy	literacy	NOUN
easat-2384	103	19	and	and	CCONJ
easat-2384	103	20	understanding	understanding	NOUN
easat-2384	103	21	of	of	ADP
easat-2384	103	22	learning	learn	VERB
easat-2384	103	23	analytics	analytic	NOUN
easat-2384	103	24	.	.	PUNCT
easat-2384	104	1	collaboration	collaboration	NOUN
easat-2384	104	2	among	among	ADP
easat-2384	104	3	educators	educator	NOUN
easat-2384	104	4	and	and	CCONJ
easat-2384	104	5	institutions	institution	NOUN
easat-2384	104	6	to	to	PART
easat-2384	104	7	share	share	VERB
easat-2384	104	8	experiences	experience	NOUN
easat-2384	104	9	and	and	CCONJ
easat-2384	104	10	best	good	ADJ
easat-2384	104	11	practices	practice	NOUN
easat-2384	104	12	is	be	AUX
easat-2384	104	13	also	also	ADV
easat-2384	104	14	recommended	recommend	VERB
easat-2384	104	15	(	(	PUNCT
easat-2384	104	16	kaliisa	kaliisa	VERB
easat-2384	104	17	et	et	PROPN
easat-2384	104	18	al	al	PROPN
easat-2384	104	19	.	.	PROPN
easat-2384	104	20	,	,	PUNCT
easat-2384	104	21	2022	2022	NUM
easat-2384	104	22	;	;	PUNCT
easat-2384	104	23	corrin	corrin	PROPN
easat-2384	104	24	et	et	PROPN
easat-2384	104	25	al	al	PROPN
easat-2384	104	26	.	.	PROPN
easat-2384	104	27	,	,	PUNCT
easat-2384	104	28	2013	2013	NUM
easat-2384	104	29	)	)	PUNCT
easat-2384	104	30	.	.	PUNCT
easat-2384	105	1	regarding	regard	VERB
easat-2384	105	2	teachers	teacher	NOUN
easat-2384	105	3	'	'	PART
easat-2384	105	4	needs	need	NOUN
easat-2384	105	5	in	in	ADP
easat-2384	105	6	terms	term	NOUN
easat-2384	105	7	of	of	ADP
easat-2384	105	8	prerequisites	prerequisite	NOUN
easat-2384	105	9	,	,	PUNCT
easat-2384	105	10	expectations	expectation	NOUN
easat-2384	105	11	,	,	PUNCT
easat-2384	105	12	and	and	CCONJ
easat-2384	105	13	tool	tool	NOUN
easat-2384	105	14	specifications	specification	NOUN
easat-2384	105	15	,	,	PUNCT
easat-2384	105	16	the	the	DET
easat-2384	105	17	research	research	NOUN
easat-2384	105	18	highlights	highlight	VERB
easat-2384	105	19	several	several	ADJ
easat-2384	105	20	points	point	NOUN
easat-2384	105	21	:	:	PUNCT
easat-2384	105	22	firstly	firstly	ADV
easat-2384	105	23	,	,	PUNCT
easat-2384	105	24	effective	effective	ADJ
easat-2384	105	25	implementation	implementation	NOUN
easat-2384	105	26	of	of	ADP
easat-2384	105	27	learning	learn	VERB
easat-2384	105	28	analytics	analytic	NOUN
easat-2384	105	29	requires	require	VERB
easat-2384	105	30	mentoring	mentor	VERB
easat-2384	105	31	,	,	PUNCT
easat-2384	105	32	technical	technical	ADJ
easat-2384	105	33	infrastructure	infrastructure	NOUN
easat-2384	105	34	and	and	CCONJ
easat-2384	105	35	expertise	expertise	NOUN
easat-2384	105	36	,	,	PUNCT
easat-2384	105	37	teacher	teacher	NOUN
easat-2384	105	38	motivation	motivation	NOUN
easat-2384	105	39	,	,	PUNCT
easat-2384	105	40	and	and	CCONJ
easat-2384	105	41	legal	legal	ADJ
easat-2384	105	42	protections	protection	NOUN
easat-2384	105	43	for	for	ADP
easat-2384	105	44	student	student	NOUN
easat-2384	105	45	data	datum	NOUN
easat-2384	105	46	.	.	PUNCT
easat-2384	106	1	addressing	address	VERB
easat-2384	106	2	these	these	DET
easat-2384	106	3	needs	need	NOUN
easat-2384	106	4	involves	involve	VERB
easat-2384	106	5	providing	provide	VERB
easat-2384	106	6	mentoring	mentoring	NOUN
easat-2384	106	7	,	,	PUNCT
easat-2384	106	8	establishing	establish	VERB
easat-2384	106	9	technical	technical	ADJ
easat-2384	106	10	expertise	expertise	NOUN
easat-2384	106	11	and	and	CCONJ
easat-2384	106	12	infrastructure	infrastructure	NOUN
easat-2384	106	13	,	,	PUNCT
easat-2384	106	14	motivating	motivating	NOUN
easat-2384	106	15	educators	educator	NOUN
easat-2384	106	16	,	,	PUNCT
easat-2384	106	17	and	and	CCONJ
easat-2384	106	18	ensuring	ensure	VERB
easat-2384	106	19	legal	legal	ADJ
easat-2384	106	20	safeguards	safeguard	NOUN
easat-2384	106	21	for	for	ADP
easat-2384	106	22	student	student	NOUN
easat-2384	106	23	data	datum	NOUN
easat-2384	106	24	.	.	PUNCT
easat-2384	107	1	institutions	institution	NOUN
easat-2384	107	2	are	be	AUX
easat-2384	107	3	encouraged	encourage	VERB
easat-2384	107	4	to	to	PART
easat-2384	107	5	develop	develop	VERB
easat-2384	107	6	a	a	DET
easat-2384	107	7	strategic	strategic	ADJ
easat-2384	107	8	vision	vision	NOUN
easat-2384	107	9	for	for	ADP
easat-2384	107	10	learning	learn	VERB
easat-2384	107	11	analytics	analytic	NOUN
easat-2384	107	12	to	to	PART
easat-2384	107	13	align	align	VERB
easat-2384	107	14	with	with	ADP
easat-2384	107	15	long	long	ADJ
easat-2384	107	16	-	-	PUNCT
easat-2384	107	17	term	term	NOUN
easat-2384	107	18	goals	goal	NOUN
easat-2384	107	19	and	and	CCONJ
easat-2384	107	20	objectives	objective	NOUN
easat-2384	107	21	(	(	PUNCT
easat-2384	107	22	gasevic	gasevic	PROPN
easat-2384	107	23	et	et	PROPN
easat-2384	107	24	al	al	PROPN
easat-2384	107	25	.	.	PROPN
easat-2384	107	26	,	,	PUNCT
easat-2384	107	27	2019	2019	NUM
easat-2384	107	28	)	)	PUNCT
easat-2384	107	29	.	.	PUNCT
easat-2384	108	1	secondly	secondly	ADV
easat-2384	108	2	,	,	PUNCT
easat-2384	108	3	teachers	teacher	NOUN
easat-2384	108	4	expect	expect	VERB
easat-2384	108	5	learning	learn	VERB
easat-2384	108	6	analytics	analytic	NOUN
easat-2384	108	7	to	to	PART
easat-2384	108	8	enhance	enhance	VERB
easat-2384	108	9	their	their	PRON
easat-2384	108	10	teaching	teaching	NOUN
easat-2384	108	11	practices	practice	NOUN
easat-2384	108	12	by	by	ADP
easat-2384	108	13	reducing	reduce	VERB
easat-2384	108	14	workload	workload	NOUN
easat-2384	108	15	and	and	CCONJ
easat-2384	108	16	anxiety	anxiety	NOUN
easat-2384	108	17	.	.	PUNCT
easat-2384	109	1	they	they	PRON
easat-2384	109	2	emphasize	emphasize	VERB
easat-2384	109	3	the	the	DET
easat-2384	109	4	need	need	NOUN
easat-2384	109	5	for	for	ADP
easat-2384	109	6	timely	timely	ADJ
easat-2384	109	7	and	and	CCONJ
easat-2384	109	8	specific	specific	ADJ
easat-2384	109	9	feedback	feedback	NOUN
easat-2384	109	10	to	to	PART
easat-2384	109	11	improve	improve	VERB
easat-2384	109	12	teaching	teaching	NOUN
easat-2384	109	13	and	and	CCONJ
easat-2384	109	14	learning	learning	NOUN
easat-2384	109	15	processes	process	NOUN
easat-2384	109	16	.	.	PUNCT
easat-2384	110	1	additionally	additionally	ADV
easat-2384	110	2	,	,	PUNCT
easat-2384	110	3	they	they	PRON
easat-2384	110	4	seek	seek	VERB
easat-2384	110	5	tools	tool	NOUN
easat-2384	110	6	to	to	PART
easat-2384	110	7	monitor	monitor	VERB
easat-2384	110	8	curriculum	curriculum	NOUN
easat-2384	110	9	progress	progress	NOUN
easat-2384	110	10	,	,	PUNCT
easat-2384	110	11	identify	identify	VERB
easat-2384	110	12	high	high	ADJ
easat-2384	110	13	failure	failure	NOUN
easat-2384	110	14	rates	rate	NOUN
easat-2384	110	15	and	and	CCONJ
easat-2384	110	16	dropout	dropout	NOUN
easat-2384	110	17	risks	risk	NOUN
easat-2384	110	18	,	,	PUNCT
easat-2384	110	19	and	and	CCONJ
easat-2384	110	20	obtain	obtain	VERB
easat-2384	110	21	clear	clear	ADJ
easat-2384	110	22	data	datum	NOUN
easat-2384	110	23	on	on	ADP
easat-2384	110	24	student	student	NOUN
easat-2384	110	25	satisfaction	satisfaction	NOUN
easat-2384	110	26	with	with	ADP
easat-2384	110	27	courses	course	NOUN
easat-2384	110	28	and	and	CCONJ
easat-2384	110	29	programs	program	NOUN
easat-2384	110	30	.	.	PUNCT
easat-2384	111	1	expectations	expectation	NOUN
easat-2384	111	2	regarding	regard	VERB
easat-2384	111	3	learning	learn	VERB
easat-2384	111	4	analytics	analytic	NOUN
easat-2384	111	5	tools	tool	NOUN
easat-2384	111	6	may	may	AUX
easat-2384	111	7	vary	vary	VERB
easat-2384	111	8	based	base	VERB
easat-2384	111	9	on	on	ADP
easat-2384	111	10	educators	educator	NOUN
easat-2384	111	11	'	'	PART
easat-2384	111	12	experience	experience	NOUN
easat-2384	111	13	,	,	PUNCT
easat-2384	111	14	educational	educational	ADJ
easat-2384	111	15	background	background	NOUN
easat-2384	111	16	,	,	PUNCT
easat-2384	111	17	and	and	CCONJ
easat-2384	111	18	specific	specific	ADJ
easat-2384	111	19	tool	tool	NOUN
easat-2384	111	20	features	feature	NOUN
easat-2384	111	21	(	(	PUNCT
easat-2384	111	22	biancato	biancato	VERB
easat-2384	111	23	et	et	PROPN
easat-2384	111	24	al	al	PROPN
easat-2384	111	25	.	.	PROPN
easat-2384	111	26	,	,	PUNCT
easat-2384	111	27	2023	2023	NUM
easat-2384	111	28	;	;	PUNCT
easat-2384	111	29	schumacher	schumacher	PROPN
easat-2384	111	30	&	&	CCONJ
easat-2384	111	31	ifenthaler	ifenthaler	PROPN
easat-2384	111	32	,	,	PUNCT
easat-2384	111	33	2018	2018	NUM
easat-2384	111	34	;	;	PUNCT
easat-2384	111	35	ding	ding	NOUN
easat-2384	111	36	,	,	PUNCT
easat-2384	111	37	2021	2021	NUM
easat-2384	111	38	)	)	PUNCT
easat-2384	111	39	.	.	PUNCT
easat-2384	112	1	lastly	lastly	ADV
easat-2384	112	2	,	,	PUNCT
easat-2384	112	3	survey	survey	NOUN
easat-2384	112	4	results	result	NOUN
easat-2384	112	5	indicate	indicate	VERB
easat-2384	112	6	that	that	SCONJ
easat-2384	112	7	most	most	ADJ
easat-2384	112	8	respondents	respondent	NOUN
easat-2384	112	9	require	require	VERB
easat-2384	112	10	specific	specific	ADJ
easat-2384	112	11	tools	tool	NOUN
easat-2384	112	12	,	,	PUNCT
easat-2384	112	13	including	include	VERB
easat-2384	112	14	basic	basic	ADJ
easat-2384	112	15	utilities	utility	NOUN
easat-2384	112	16	,	,	PUNCT
easat-2384	112	17	feasibility	feasibility	NOUN
easat-2384	112	18	tools	tool	NOUN
easat-2384	112	19	,	,	PUNCT
easat-2384	112	20	learning	learn	VERB
easat-2384	112	21	measurement	measurement	NOUN
easat-2384	112	22	tools	tool	NOUN
easat-2384	112	23	,	,	PUNCT
easat-2384	112	24	and	and	CCONJ
easat-2384	112	25	tools	tool	NOUN
easat-2384	112	26	for	for	ADP
easat-2384	112	27	data	datum	NOUN
easat-2384	112	28	upload	upload	VERB
easat-2384	112	29	and	and	CCONJ
easat-2384	112	30	analysis	analysis	NOUN
easat-2384	112	31	.	.	PUNCT
easat-2384	113	1	previous	previous	ADJ
easat-2384	113	2	research	research	NOUN
easat-2384	113	3	emphasizes	emphasize	VERB
easat-2384	113	4	the	the	DET
easat-2384	113	5	need	need	NOUN
easat-2384	113	6	for	for	ADP
easat-2384	113	7	standardized	standardized	ADJ
easat-2384	113	8	frameworks	framework	NOUN
easat-2384	113	9	,	,	PUNCT
easat-2384	113	10	automated	automate	VERB
easat-2384	113	11	data	data	NOUN
easat-2384	113	12	collection	collection	NOUN
easat-2384	113	13	and	and	CCONJ
easat-2384	113	14	processing	processing	NOUN
easat-2384	113	15	,	,	PUNCT
easat-2384	113	16	integration	integration	NOUN
easat-2384	113	17	of	of	ADP
easat-2384	113	18	diverse	diverse	ADJ
easat-2384	113	19	data	datum	NOUN
easat-2384	113	20	sources	source	NOUN
easat-2384	113	21	,	,	PUNCT
easat-2384	113	22	and	and	CCONJ
easat-2384	113	23	standardized	standardized	ADJ
easat-2384	113	24	measurement	measurement	NOUN
easat-2384	113	25	and	and	CCONJ
easat-2384	113	26	interoperability	interoperability	NOUN
easat-2384	113	27	to	to	PART
easat-2384	113	28	support	support	VERB
easat-2384	113	29	personalized	personalized	ADJ
easat-2384	113	30	learning	learn	VERB
easat-2384	113	31	experiences	experience	NOUN
easat-2384	113	32	and	and	CCONJ
easat-2384	113	33	predictive	predictive	ADJ
easat-2384	113	34	analytics	analytic	NOUN
easat-2384	113	35	(	(	PUNCT
easat-2384	113	36	dyckhoff	dyckhoff	PROPN
easat-2384	113	37	et	et	PROPN
easat-2384	113	38	al	al	PROPN
easat-2384	113	39	.	.	PROPN
easat-2384	113	40	,	,	PUNCT
easat-2384	113	41	2012	2012	NUM
easat-2384	113	42	;	;	PUNCT
easat-2384	113	43	phillips	phillip	NOUN
easat-2384	113	44	et	et	PROPN
easat-2384	113	45	al	al	PROPN
easat-2384	113	46	.	.	PROPN
easat-2384	113	47	,	,	PUNCT
easat-2384	113	48	2021	2021	NUM
easat-2384	113	49	)	)	PUNCT
easat-2384	113	50	.	.	PUNCT
easat-2384	114	1	in	in	ADP
easat-2384	114	2	summary	summary	NOUN
easat-2384	114	3	,	,	PUNCT
easat-2384	114	4	these	these	DET
easat-2384	114	5	findings	finding	NOUN
easat-2384	114	6	underscore	underscore	VERB
easat-2384	114	7	the	the	DET
easat-2384	114	8	importance	importance	NOUN
easat-2384	114	9	of	of	ADP
easat-2384	114	10	fostering	foster	VERB
easat-2384	114	11	an	an	DET
easat-2384	114	12	analytics	analytic	NOUN
easat-2384	114	13	-	-	PUNCT
easat-2384	114	14	focused	focus	VERB
easat-2384	114	15	culture	culture	NOUN
easat-2384	114	16	in	in	ADP
easat-2384	114	17	higher	high	ADJ
easat-2384	114	18	education	education	NOUN
easat-2384	114	19	institutions	institution	NOUN
easat-2384	114	20	and	and	CCONJ
easat-2384	114	21	enhancing	enhance	VERB
easat-2384	114	22	the	the	DET
easat-2384	114	23	expertise	expertise	NOUN
easat-2384	114	24	of	of	ADP
easat-2384	114	25	individuals	individual	NOUN
easat-2384	114	26	involved	involve	VERB
easat-2384	114	27	in	in	ADP
easat-2384	114	28	learning	learn	VERB
easat-2384	114	29	analytics	analytic	NOUN
easat-2384	114	30	to	to	PART
easat-2384	114	31	leverage	leverage	VERB
easat-2384	114	32	educational	educational	ADJ
easat-2384	114	33	data	datum	NOUN
easat-2384	114	34	effectively	effectively	ADV
easat-2384	114	35	and	and	CCONJ
easat-2384	114	36	improve	improve	VERB
easat-2384	114	37	learning	learn	VERB
easat-2384	114	38	outcomes	outcome	NOUN
easat-2384	114	39	.	.	PUNCT
easat-2384	115	1	therefore	therefore	ADV
easat-2384	115	2	,	,	PUNCT
easat-2384	115	3	leveraging	leverage	VERB
easat-2384	115	4	existing	exist	VERB
easat-2384	115	5	frameworks	framework	NOUN
easat-2384	115	6	such	such	ADJ
easat-2384	115	7	as	as	ADP
easat-2384	115	8	the	the	DET
easat-2384	115	9	lala	lala	NOUN
easat-2384	115	10	model	model	NOUN
easat-2384	115	11	is	be	AUX
easat-2384	115	12	recommended	recommend	VERB
easat-2384	115	13	over	over	ADP
easat-2384	115	14	starting	start	VERB
easat-2384	115	15	from	from	ADP
easat-2384	115	16	scratch	scratch	NOUN
easat-2384	115	17	.	.	PUNCT
easat-2384	116	1	6	6	X
easat-2384	116	2	.	.	X
easat-2384	116	3	conclusion	conclusion	NOUN
easat-2384	116	4	this	this	DET
easat-2384	116	5	study	study	NOUN
easat-2384	116	6	investigates	investigate	VERB
easat-2384	116	7	learning	learn	VERB
easat-2384	116	8	analytics	analytic	NOUN
easat-2384	116	9	in	in	ADP
easat-2384	116	10	moroccan	moroccan	ADJ
easat-2384	116	11	higher	high	ADJ
easat-2384	116	12	education	education	NOUN
easat-2384	116	13	,	,	PUNCT
easat-2384	116	14	specifically	specifically	ADV
easat-2384	116	15	examining	examine	VERB
easat-2384	116	16	its	its	PRON
easat-2384	116	17	justifications	justification	NOUN
easat-2384	116	18	for	for	ADP
easat-2384	116	19	use	use	NOUN
easat-2384	116	20	and	and	CCONJ
easat-2384	116	21	implementation	implementation	NOUN
easat-2384	116	22	challenges	challenge	NOUN
easat-2384	116	23	.	.	PUNCT
easat-2384	117	1	our	our	PRON
easat-2384	117	2	research	research	NOUN
easat-2384	117	3	methodology	methodology	NOUN
easat-2384	117	4	comprises	comprise	VERB
easat-2384	117	5	qualitative	qualitative	ADJ
easat-2384	117	6	analysis	analysis	NOUN
easat-2384	117	7	of	of	ADP
easat-2384	117	8	10	10	NUM
easat-2384	117	9	interviews	interview	NOUN
easat-2384	117	10	conducted	conduct	VERB
easat-2384	117	11	with	with	ADP
easat-2384	117	12	teachers	teacher	NOUN
easat-2384	117	13	at	at	ADP
easat-2384	117	14	the	the	DET
easat-2384	117	15	polydisciplinary	polydisciplinary	ADJ
easat-2384	117	16	faculty	faculty	NOUN
easat-2384	117	17	of	of	ADP
easat-2384	117	18	nador	nador	PROPN
easat-2384	117	19	.	.	PUNCT
easat-2384	118	1	2054	2054	NUM
easat-2384	118	2	edelweiss	edelweiss	PROPN
easat-2384	118	3	applied	apply	VERB
easat-2384	118	4	science	science	NOUN
easat-2384	118	5	and	and	CCONJ
easat-2384	118	6	technology	technology	NOUN
easat-2384	118	7	issn	issn	PROPN
easat-2384	118	8	:	:	PUNCT
easat-2384	118	9	2576	2576	NUM
easat-2384	118	10	-	-	SYM
easat-2384	118	11	8484	8484	NUM
easat-2384	118	12	vol	vol	NOUN
easat-2384	118	13	.	.	PROPN
easat-2384	118	14	8	8	NUM
easat-2384	118	15	,	,	PUNCT
easat-2384	118	16	no	no	INTJ
easat-2384	118	17	.	.	NOUN
easat-2384	119	1	6	6	NUM
easat-2384	119	2	:	:	SYM
easat-2384	119	3	2048	2048	NUM
easat-2384	119	4	-	-	SYM
easat-2384	119	5	2055	2055	NUM
easat-2384	119	6	,	,	PUNCT
easat-2384	119	7	2024	2024	NUM
easat-2384	119	8	doi	doi	NOUN
easat-2384	119	9	:	:	PUNCT
easat-2384	119	10	10.55214/25768484.v8i6.2384	10.55214/25768484.v8i6.2384	NUM
easat-2384	119	11	©	©	PROPN
easat-2384	119	12	2024	2024	NUM
easat-2384	119	13	by	by	ADP
easat-2384	119	14	the	the	DET
easat-2384	119	15	authors	author	NOUN
easat-2384	119	16	;	;	PUNCT
easat-2384	119	17	licensee	licensee	PROPN
easat-2384	119	18	learning	learning	NOUN
easat-2384	119	19	gate	gate	VERB
easat-2384	119	20	the	the	DET
easat-2384	119	21	research	research	NOUN
easat-2384	119	22	results	result	NOUN
easat-2384	119	23	indicate	indicate	VERB
easat-2384	119	24	that	that	SCONJ
easat-2384	119	25	only	only	ADV
easat-2384	119	26	a	a	DET
easat-2384	119	27	minority	minority	NOUN
easat-2384	119	28	of	of	ADP
easat-2384	119	29	teachers	teacher	NOUN
easat-2384	119	30	independently	independently	ADV
easat-2384	119	31	utilize	utilize	VERB
easat-2384	119	32	learning	learn	VERB
easat-2384	119	33	analysis	analysis	NOUN
easat-2384	119	34	tools	tool	NOUN
easat-2384	119	35	with	with	ADP
easat-2384	119	36	the	the	DET
easat-2384	119	37	goal	goal	NOUN
easat-2384	119	38	of	of	ADP
easat-2384	119	39	monitoring	monitor	VERB
easat-2384	119	40	students	student	NOUN
easat-2384	119	41	'	'	PART
easat-2384	119	42	work	work	NOUN
easat-2384	119	43	,	,	PUNCT
easat-2384	119	44	assessing	assess	VERB
easat-2384	119	45	their	their	PRON
easat-2384	119	46	performance	performance	NOUN
easat-2384	119	47	trajectory	trajectory	NOUN
easat-2384	119	48	,	,	PUNCT
easat-2384	119	49	and	and	CCONJ
easat-2384	119	50	gauging	gauge	VERB
easat-2384	119	51	their	their	PRON
easat-2384	119	52	level	level	NOUN
easat-2384	119	53	of	of	ADP
easat-2384	119	54	engagement	engagement	NOUN
easat-2384	119	55	.	.	PUNCT
easat-2384	120	1	furthermore	furthermore	ADV
easat-2384	120	2	,	,	PUNCT
easat-2384	120	3	a	a	DET
easat-2384	120	4	majority	majority	NOUN
easat-2384	120	5	of	of	ADP
easat-2384	120	6	the	the	DET
easat-2384	120	7	participants	participant	NOUN
easat-2384	120	8	cited	cite	VERB
easat-2384	120	9	several	several	ADJ
easat-2384	120	10	obstacles	obstacle	NOUN
easat-2384	120	11	that	that	PRON
easat-2384	120	12	must	must	AUX
easat-2384	120	13	be	be	AUX
easat-2384	120	14	addressed	address	VERB
easat-2384	120	15	before	before	ADP
easat-2384	120	16	implementing	implement	VERB
easat-2384	120	17	learning	learning	NOUN
easat-2384	120	18	analytics	analytic	NOUN
easat-2384	120	19	,	,	PUNCT
easat-2384	120	20	such	such	ADJ
easat-2384	120	21	as	as	ADP
easat-2384	120	22	the	the	DET
easat-2384	120	23	restricted	restricted	ADJ
easat-2384	120	24	scope	scope	NOUN
easat-2384	120	25	of	of	ADP
easat-2384	120	26	the	the	DET
easat-2384	120	27	data	datum	NOUN
easat-2384	120	28	obtained	obtain	VERB
easat-2384	120	29	from	from	ADP
easat-2384	120	30	learning	learn	VERB
easat-2384	120	31	analytics	analytic	NOUN
easat-2384	120	32	and	and	CCONJ
easat-2384	120	33	the	the	DET
easat-2384	120	34	absence	absence	NOUN
easat-2384	120	35	of	of	ADP
easat-2384	120	36	adequate	adequate	ADJ
easat-2384	120	37	technological	technological	ADJ
easat-2384	120	38	and	and	CCONJ
easat-2384	120	39	pedagogical	pedagogical	ADJ
easat-2384	120	40	expertise	expertise	NOUN
easat-2384	120	41	.	.	PUNCT
easat-2384	121	1	several	several	ADJ
easat-2384	121	2	recommendations	recommendation	NOUN
easat-2384	121	3	have	have	AUX
easat-2384	121	4	been	be	AUX
easat-2384	121	5	proposed	propose	VERB
easat-2384	121	6	to	to	PART
easat-2384	121	7	surmount	surmount	VERB
easat-2384	121	8	these	these	DET
easat-2384	121	9	challenges	challenge	NOUN
easat-2384	121	10	,	,	PUNCT
easat-2384	121	11	with	with	ADP
easat-2384	121	12	the	the	DET
easat-2384	121	13	critical	critical	ADJ
easat-2384	121	14	ones	one	NOUN
easat-2384	121	15	comprising	comprise	VERB
easat-2384	121	16	the	the	DET
easat-2384	121	17	requirement	requirement	NOUN
easat-2384	121	18	for	for	ADP
easat-2384	121	19	training	training	NOUN
easat-2384	121	20	and	and	CCONJ
easat-2384	121	21	guidance	guidance	NOUN
easat-2384	121	22	and	and	CCONJ
easat-2384	121	23	the	the	DET
easat-2384	121	24	creation	creation	NOUN
easat-2384	121	25	of	of	ADP
easat-2384	121	26	policies	policy	NOUN
easat-2384	121	27	,	,	PUNCT
easat-2384	121	28	models	model	NOUN
easat-2384	121	29	,	,	PUNCT
easat-2384	121	30	and	and	CCONJ
easat-2384	121	31	frameworks	framework	NOUN
easat-2384	121	32	to	to	PART
easat-2384	121	33	embrace	embrace	VERB
easat-2384	121	34	learning	learn	VERB
easat-2384	121	35	analytics	analytic	NOUN
easat-2384	121	36	.	.	PUNCT
easat-2384	122	1	it	it	PRON
easat-2384	122	2	is	be	AUX
easat-2384	122	3	crucial	crucial	ADJ
easat-2384	122	4	to	to	PART
easat-2384	122	5	ensure	ensure	VERB
easat-2384	122	6	that	that	SCONJ
easat-2384	122	7	the	the	DET
easat-2384	122	8	learning	learn	VERB
easat-2384	122	9	analytics	analytic	NOUN
easat-2384	122	10	tools	tool	NOUN
easat-2384	122	11	adopted	adopt	VERB
easat-2384	122	12	are	be	AUX
easat-2384	122	13	practical	practical	ADJ
easat-2384	122	14	and	and	CCONJ
easat-2384	122	15	user	user	NOUN
easat-2384	122	16	-	-	PUNCT
easat-2384	122	17	friendly	friendly	ADJ
easat-2384	122	18	.	.	PUNCT
easat-2384	123	1	to	to	PART
easat-2384	123	2	help	help	VERB
easat-2384	123	3	teachers	teacher	NOUN
easat-2384	123	4	,	,	PUNCT
easat-2384	123	5	further	further	ADJ
easat-2384	123	6	research	research	NOUN
easat-2384	123	7	is	be	AUX
easat-2384	123	8	needed	need	VERB
easat-2384	123	9	into	into	ADP
easat-2384	123	10	successful	successful	ADJ
easat-2384	123	11	experiences	experience	NOUN
easat-2384	123	12	and	and	CCONJ
easat-2384	123	13	how	how	SCONJ
easat-2384	123	14	teachers	teacher	NOUN
easat-2384	123	15	have	have	AUX
easat-2384	123	16	used	use	VERB
easat-2384	123	17	learning	learn	VERB
easat-2384	123	18	analysis	analysis	NOUN
easat-2384	123	19	tools	tool	NOUN
easat-2384	123	20	.	.	PUNCT
easat-2384	124	1	copyright	copyright	NOUN
easat-2384	124	2	:	:	PUNCT
easat-2384	124	3	©	©	PROPN
easat-2384	124	4	2024	2024	NUM
easat-2384	124	5	by	by	ADP
easat-2384	124	6	the	the	DET
easat-2384	124	7	authors	author	NOUN
easat-2384	124	8	.	.	PUNCT
easat-2384	125	1	this	this	DET
easat-2384	125	2	article	article	NOUN
easat-2384	125	3	is	be	AUX
easat-2384	125	4	an	an	DET
easat-2384	125	5	open	open	ADJ
easat-2384	125	6	access	access	NOUN
easat-2384	125	7	article	article	NOUN
easat-2384	125	8	distributed	distribute	VERB
easat-2384	125	9	under	under	ADP
easat-2384	125	10	the	the	DET
easat-2384	125	11	terms	term	NOUN
easat-2384	125	12	and	and	CCONJ
easat-2384	125	13	conditions	condition	NOUN
easat-2384	125	14	of	of	ADP
easat-2384	125	15	the	the	DET
easat-2384	125	16	creative	creative	ADJ
easat-2384	125	17	commons	common	NOUN
easat-2384	125	18	attribution	attribution	NOUN
easat-2384	125	19	(	(	PUNCT
easat-2384	125	20	cc	cc	NOUN
easat-2384	125	21	by	by	ADP
easat-2384	125	22	)	)	PUNCT
easat-2384	125	23	license	license	NOUN
easat-2384	125	24	(	(	PUNCT
easat-2384	125	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2384	125	26	)	)	PUNCT
easat-2384	125	27	.	.	PUNCT
easat-2384	126	1	references	reference	NOUN
easat-2384	126	2	1	1	NUM
easat-2384	126	3	.	.	PUNCT
easat-2384	127	1	biancato	biancato	PROPN
easat-2384	127	2	,	,	PUNCT
easat-2384	127	3	g.	g.	PROPN
easat-2384	127	4	,	,	PUNCT
easat-2384	127	5	marques	marques	PROPN
easat-2384	127	6	queiroga	queiroga	PROPN
easat-2384	127	7	,	,	PUNCT
easat-2384	127	8	e.	e.	PROPN
easat-2384	127	9	,	,	PUNCT
easat-2384	127	10	muñoz	muñoz	PROPN
easat-2384	127	11	,	,	PUNCT
easat-2384	127	12	r.	r.	PROPN
easat-2384	127	13	,	,	PUNCT
easat-2384	127	14	ramos	ramos	PROPN
easat-2384	127	15	,	,	PUNCT
easat-2384	127	16	v.	v.	PROPN
easat-2384	127	17	,	,	PUNCT
easat-2384	127	18	thompsen	thompsen	PROPN
easat-2384	127	19	primo	primo	PROPN
easat-2384	127	20	,	,	PUNCT
easat-2384	127	21	t.	t.	PROPN
easat-2384	127	22	,	,	PUNCT
easat-2384	127	23	rodés	rodés	PROPN
easat-2384	127	24	,	,	PUNCT
easat-2384	127	25	v.	v.	PROPN
easat-2384	127	26	,	,	PUNCT
easat-2384	127	27	&	&	CCONJ
easat-2384	127	28	cechinel	cechinel	PROPN
easat-2384	127	29	,	,	PUNCT
easat-2384	127	30	c.	c.	PROPN
easat-2384	127	31	(	(	PUNCT
easat-2384	127	32	2023	2023	NUM
easat-2384	127	33	)	)	PUNCT
easat-2384	127	34	.	.	PUNCT
easat-2384	128	1	expectations	expectation	NOUN
easat-2384	128	2	of	of	ADP
easat-2384	128	3	high	high	ADJ
easat-2384	128	4	school	school	NOUN
easat-2384	128	5	teachers	teacher	NOUN
easat-2384	128	6	regarding	regard	VERB
easat-2384	128	7	the	the	DET
easat-2384	128	8	use	use	NOUN
easat-2384	128	9	of	of	ADP
easat-2384	128	10	learning	learn	VERB
easat-2384	128	11	analytics	analytic	NOUN
easat-2384	128	12	.	.	PUNCT
easat-2384	129	1	in	in	ADP
easat-2384	129	2	s.	s.	PROPN
easat-2384	129	3	berrezueta	berrezueta	PROPN
easat-2384	129	4	(	(	PUNCT
easat-2384	129	5	éd	éd	PROPN
easat-2384	129	6	.	.	PROPN
easat-2384	129	7	)	)	PUNCT
easat-2384	129	8	,	,	PUNCT
easat-2384	129	9	proceedings	proceeding	NOUN
easat-2384	129	10	of	of	ADP
easat-2384	129	11	the	the	DET
easat-2384	129	12	18th	18th	ADJ
easat-2384	129	13	latin	latin	ADJ
easat-2384	129	14	american	american	ADJ
easat-2384	129	15	conference	conference	NOUN
easat-2384	129	16	on	on	ADP
easat-2384	129	17	learning	learn	VERB
easat-2384	129	18	technologies	technology	NOUN
easat-2384	129	19	(	(	PUNCT
easat-2384	129	20	laclo	laclo	NOUN
easat-2384	129	21	2023	2023	NUM
easat-2384	129	22	)	)	PUNCT
easat-2384	129	23	(	(	PUNCT
easat-2384	129	24	p.	p.	NOUN
easat-2384	129	25	459‑471	459‑471	PROPN
easat-2384	129	26	)	)	PUNCT
easat-2384	129	27	.	.	PUNCT
easat-2384	130	1	springer	springer	NOUN
easat-2384	130	2	nature	nature	NOUN
easat-2384	130	3	.	.	PUNCT
easat-2384	131	1	https://doi.org/10.1007/978-981-99-7353-8_34	https://doi.org/10.1007/978-981-99-7353-8_34	X
easat-2384	132	1	2	2	NUM
easat-2384	132	2	.	.	PUNCT
easat-2384	132	3	bonnin	bonnin	PROPN
easat-2384	132	4	,	,	PUNCT
easat-2384	132	5	g.	g.	PROPN
easat-2384	132	6	,	,	PUNCT
easat-2384	132	7	&	&	CCONJ
easat-2384	132	8	boyer	boyer	PROPN
easat-2384	132	9	,	,	PUNCT
easat-2384	132	10	a.	a.	NOUN
easat-2384	132	11	(	(	PUNCT
easat-2384	132	12	2017	2017	NUM
easat-2384	132	13	)	)	PUNCT
easat-2384	132	14	.	.	PUNCT
easat-2384	133	1	higher	high	ADJ
easat-2384	133	2	education	education	NOUN
easat-2384	133	3	and	and	CCONJ
easat-2384	133	4	the	the	DET
easat-2384	133	5	revolution	revolution	NOUN
easat-2384	133	6	of	of	ADP
easat-2384	133	7	learning	learn	VERB
easat-2384	133	8	analytics	analytic	NOUN
easat-2384	133	9	.	.	PUNCT
easat-2384	134	1	https://hal.science/hal-03012475	https://hal.science/hal-03012475	PROPN
easat-2384	134	2	3	3	X
easat-2384	134	3	.	.	NOUN
easat-2384	134	4	brown	brown	PROPN
easat-2384	134	5	,	,	PUNCT
easat-2384	134	6	m.	m.	NOUN
easat-2384	134	7	(	(	PUNCT
easat-2384	134	8	2011	2011	NUM
easat-2384	134	9	)	)	PUNCT
easat-2384	134	10	.	.	PUNCT
easat-2384	135	1	learning	learn	VERB
easat-2384	135	2	analytics	analytic	NOUN
easat-2384	135	3	 	 	SPACE
easat-2384	135	4	:	:	PUNCT
easat-2384	135	5	the	the	DET
easat-2384	135	6	coming	come	VERB
easat-2384	135	7	third	third	ADJ
easat-2384	135	8	wave	wave	NOUN
easat-2384	135	9	.	.	PUNCT
easat-2384	136	1	4	4	X
easat-2384	136	2	.	.	X
easat-2384	136	3	corrin	corrin	PROPN
easat-2384	136	4	,	,	PUNCT
easat-2384	136	5	l.	l.	PROPN
easat-2384	136	6	,	,	PUNCT
easat-2384	136	7	kennedy	kennedy	PROPN
easat-2384	136	8	,	,	PUNCT
easat-2384	136	9	g.	g.	PROPN
easat-2384	136	10	,	,	PUNCT
easat-2384	136	11	&	&	CCONJ
easat-2384	136	12	mulder	mulder	PROPN
easat-2384	136	13	,	,	PUNCT
easat-2384	136	14	r.	r.	PROPN
easat-2384	136	15	(	(	PUNCT
easat-2384	136	16	2013	2013	NUM
easat-2384	136	17	)	)	PUNCT
easat-2384	136	18	.	.	PUNCT
easat-2384	137	1	enhancing	enhance	VERB
easat-2384	137	2	learning	learn	VERB
easat-2384	137	3	analytics	analytic	NOUN
easat-2384	137	4	by	by	ADP
easat-2384	137	5	understanding	understand	VERB
easat-2384	137	6	the	the	DET
easat-2384	137	7	needs	need	NOUN
easat-2384	137	8	of	of	ADP
easat-2384	137	9	teachers	teacher	NOUN
easat-2384	137	10	.	.	PUNCT
easat-2384	138	1	5	5	X
easat-2384	138	2	.	.	X
easat-2384	138	3	ding	ding	PROPN
easat-2384	138	4	,	,	PUNCT
easat-2384	138	5	r.	r.	PROPN
easat-2384	138	6	(	(	PUNCT
easat-2384	138	7	2021	2021	NUM
easat-2384	138	8	,	,	PUNCT
easat-2384	138	9	décembre	décembre	PROPN
easat-2384	138	10	1	1	NUM
easat-2384	138	11	)	)	PUNCT
easat-2384	138	12	.	.	PUNCT
easat-2384	139	1	four	four	NUM
easat-2384	139	2	roles	role	NOUN
easat-2384	139	3	for	for	ADP
easat-2384	139	4	learning	learn	VERB
easat-2384	139	5	analytics	analytic	NOUN
easat-2384	139	6	 	 	SPACE
easat-2384	139	7	:	:	PUNCT
easat-2384	139	8	how	how	SCONJ
easat-2384	139	9	pre	pre	ADJ
easat-2384	139	10	-	-	ADJ
easat-2384	139	11	service	service	ADJ
easat-2384	139	12	teachers	teacher	NOUN
easat-2384	139	13	envisage	envisage	VERB
easat-2384	139	14	learning	learn	VERB
easat-2384	139	15	analytics	analytic	NOUN
easat-2384	139	16	.	.	PUNCT
easat-2384	140	1	society	society	NOUN
easat-2384	140	2	for	for	ADP
easat-2384	140	3	learning	learn	VERB
easat-2384	140	4	analytics	analytic	NOUN
easat-2384	140	5	research	research	NOUN
easat-2384	140	6	(	(	PUNCT
easat-2384	140	7	solar	solar	ADJ
easat-2384	140	8	)	)	PUNCT
easat-2384	140	9	.	.	PUNCT
easat-2384	141	1	https://www.solaresearch.org/2021/12/four-roles-for-learning-analyticshow-pre-service-teachers-envisage-learning-analytics/	https://www.solaresearch.org/2021/12/four-roles-for-learning-analyticshow-pre-service-teachers-envisage-learning-analytics/	PROPN
easat-2384	141	2	6	6	NUM
easat-2384	141	3	.	.	X
easat-2384	142	1	dyckhoff	dyckhoff	PROPN
easat-2384	142	2	,	,	PUNCT
easat-2384	142	3	a.	a.	NOUN
easat-2384	142	4	,	,	PUNCT
easat-2384	142	5	zielke	zielke	PROPN
easat-2384	142	6	,	,	PUNCT
easat-2384	142	7	d.	d.	PROPN
easat-2384	142	8	,	,	PUNCT
easat-2384	142	9	bültmann	bültmann	NOUN
easat-2384	142	10	,	,	PUNCT
easat-2384	142	11	m.	m.	NOUN
easat-2384	142	12	,	,	PUNCT
easat-2384	142	13	chatti	chatti	PROPN
easat-2384	142	14	,	,	PUNCT
easat-2384	142	15	m.	m.	NOUN
easat-2384	142	16	,	,	PUNCT
easat-2384	142	17	&	&	CCONJ
easat-2384	142	18	schroeder	schroeder	PROPN
easat-2384	142	19	,	,	PUNCT
easat-2384	142	20	u.	u.	PROPN
easat-2384	142	21	(	(	PUNCT
easat-2384	142	22	2012	2012	NUM
easat-2384	142	23	)	)	PUNCT
easat-2384	142	24	.	.	PUNCT
easat-2384	143	1	design	design	NOUN
easat-2384	143	2	and	and	CCONJ
easat-2384	143	3	implementation	implementation	NOUN
easat-2384	143	4	of	of	ADP
easat-2384	143	5	a	a	DET
easat-2384	143	6	learning	learn	VERB
easat-2384	143	7	analytics	analytic	NOUN
easat-2384	143	8	toolkit	toolkit	NOUN
easat-2384	143	9	for	for	ADP
easat-2384	143	10	teachers	teacher	NOUN
easat-2384	143	11	.	.	PUNCT
easat-2384	144	1	educational	educational	ADJ
easat-2384	144	2	technology	technology	NOUN
easat-2384	144	3	and	and	CCONJ
easat-2384	144	4	society	society	NOUN
easat-2384	144	5	,	,	PUNCT
easat-2384	144	6	15	15	NUM
easat-2384	144	7	.	.	NOUN
easat-2384	145	1	7	7	X
easat-2384	145	2	.	.	X
easat-2384	145	3	gasevic	gasevic	ADJ
easat-2384	145	4	,	,	PUNCT
easat-2384	145	5	d.	d.	PROPN
easat-2384	145	6	,	,	PUNCT
easat-2384	145	7	tsai	tsai	PROPN
easat-2384	145	8	,	,	PUNCT
easat-2384	145	9	y.-s	y.-s	PROPN
easat-2384	145	10	.	.	PUNCT
easat-2384	145	11	,	,	PUNCT
easat-2384	145	12	dawson	dawson	PROPN
easat-2384	145	13	,	,	PUNCT
easat-2384	145	14	s.	s.	PROPN
easat-2384	145	15	,	,	PUNCT
easat-2384	145	16	&	&	CCONJ
easat-2384	145	17	pardo	pardo	PROPN
easat-2384	145	18	,	,	PUNCT
easat-2384	145	19	a.	a.	PROPN
easat-2384	145	20	(	(	PUNCT
easat-2384	145	21	2019	2019	NUM
easat-2384	145	22	)	)	PUNCT
easat-2384	145	23	.	.	PUNCT
easat-2384	146	1	how	how	SCONJ
easat-2384	146	2	do	do	AUX
easat-2384	146	3	we	we	PRON
easat-2384	146	4	start	start	VERB
easat-2384	146	5	?	?	PUNCT
easat-2384	147	1	an	an	DET
easat-2384	147	2	approach	approach	NOUN
easat-2384	147	3	to	to	ADP
easat-2384	147	4	learning	learn	VERB
easat-2384	147	5	analytics	analytic	NOUN
easat-2384	147	6	adoption	adoption	NOUN
easat-2384	147	7	in	in	ADP
easat-2384	147	8	higher	high	ADJ
easat-2384	147	9	education	education	NOUN
easat-2384	147	10	.	.	PUNCT
easat-2384	148	1	the	the	DET
easat-2384	148	2	international	international	ADJ
easat-2384	148	3	journal	journal	NOUN
easat-2384	148	4	of	of	ADP
easat-2384	148	5	information	information	NOUN
easat-2384	148	6	and	and	CCONJ
easat-2384	148	7	learning	learn	VERB
easat-2384	148	8	technology	technology	NOUN
easat-2384	148	9	,	,	PUNCT
easat-2384	148	10	36(4	36(4	NUM
easat-2384	148	11	)	)	PUNCT
easat-2384	148	12	,	,	PUNCT
easat-2384	148	13	342‑353	342‑353	NUM
easat-2384	148	14	.	.	PUNCT
easat-2384	148	15	https://doi.org/10.1108/ijilt-02-2019-0024	https://doi.org/10.1108/ijilt-02-2019-0024	NOUN
easat-2384	148	16	8	8	NUM
easat-2384	148	17	.	.	PUNCT
easat-2384	149	1	guzmán	guzmán	NOUN
easat-2384	149	2	-	-	PUNCT
easat-2384	149	3	valenzuela	valenzuela	PROPN
easat-2384	149	4	,	,	PUNCT
easat-2384	149	5	c.	c.	PROPN
easat-2384	149	6	,	,	PUNCT
easat-2384	149	7	gómez	gómez	NOUN
easat-2384	149	8	-	-	PUNCT
easat-2384	149	9	gonzález	gonzález	PROPN
easat-2384	149	10	,	,	PUNCT
easat-2384	149	11	c.	c.	PROPN
easat-2384	149	12	,	,	PUNCT
easat-2384	149	13	rojas	rojas	PROPN
easat-2384	149	14	-	-	PUNCT
easat-2384	149	15	murphy	murphy	PROPN
easat-2384	149	16	tagle	tagle	NOUN
easat-2384	149	17	,	,	PUNCT
easat-2384	149	18	a.	a.	NOUN
easat-2384	149	19	,	,	PUNCT
easat-2384	149	20	&	&	CCONJ
easat-2384	149	21	lorca	lorca	PROPN
easat-2384	149	22	-	-	PUNCT
easat-2384	149	23	vyhmeister	vyhmeister	PROPN
easat-2384	149	24	,	,	PUNCT
easat-2384	149	25	a.	a.	NOUN
easat-2384	149	26	(	(	PUNCT
easat-2384	149	27	2021	2021	NUM
easat-2384	149	28	)	)	PUNCT
easat-2384	149	29	.	.	PUNCT
easat-2384	150	1	learning	learn	VERB
easat-2384	150	2	analytics	analytic	NOUN
easat-2384	150	3	in	in	ADP
easat-2384	150	4	higher	high	ADJ
easat-2384	150	5	education	education	NOUN
easat-2384	150	6	 	 	SPACE
easat-2384	150	7	:	:	PUNCT
easat-2384	150	8	a	a	DET
easat-2384	150	9	preponderance	preponderance	NOUN
easat-2384	150	10	of	of	ADP
easat-2384	150	11	analytics	analytic	NOUN
easat-2384	150	12	but	but	CCONJ
easat-2384	150	13	very	very	ADV
easat-2384	150	14	little	little	ADJ
easat-2384	150	15	learning	learning	NOUN
easat-2384	150	16	?	?	PUNCT
easat-2384	151	1	international	international	ADJ
easat-2384	151	2	journal	journal	NOUN
easat-2384	151	3	of	of	ADP
easat-2384	151	4	educational	educational	ADJ
easat-2384	151	5	technology	technology	NOUN
easat-2384	151	6	in	in	ADP
easat-2384	151	7	higher	high	ADJ
easat-2384	151	8	education	education	NOUN
easat-2384	151	9	,	,	PUNCT
easat-2384	151	10	18(1	18(1	NUM
easat-2384	151	11	)	)	PUNCT
easat-2384	151	12	,	,	PUNCT
easat-2384	151	13	23	23	NUM
easat-2384	151	14	.	.	PUNCT
easat-2384	152	1	https://doi.org/10.1186/s41239-021-00258-x	https://doi.org/10.1186/s41239-021-00258-x	PROPN
easat-2384	152	2	9	9	NUM
easat-2384	152	3	.	.	PUNCT
easat-2384	152	4	kaliisa	kaliisa	PROPN
easat-2384	152	5	,	,	PUNCT
easat-2384	152	6	r.	r.	PROPN
easat-2384	152	7	,	,	PUNCT
easat-2384	152	8	kluge	kluge	NOUN
easat-2384	152	9	,	,	PUNCT
easat-2384	152	10	a.	a.	NOUN
easat-2384	152	11	,	,	PUNCT
easat-2384	152	12	&	&	CCONJ
easat-2384	152	13	mørch	mørch	PROPN
easat-2384	152	14	,	,	PUNCT
easat-2384	152	15	a.	a.	NOUN
easat-2384	152	16	i.	i.	PROPN
easat-2384	152	17	(	(	PUNCT
easat-2384	152	18	2022	2022	NUM
easat-2384	152	19	)	)	PUNCT
easat-2384	152	20	.	.	PUNCT
easat-2384	153	1	overcoming	overcome	VERB
easat-2384	153	2	challenges	challenge	NOUN
easat-2384	153	3	to	to	ADP
easat-2384	153	4	the	the	DET
easat-2384	153	5	adoption	adoption	NOUN
easat-2384	153	6	of	of	ADP
easat-2384	153	7	learning	learn	VERB
easat-2384	153	8	analytics	analytic	NOUN
easat-2384	153	9	at	at	ADP
easat-2384	153	10	the	the	DET
easat-2384	153	11	practitioner	practitioner	NOUN
easat-2384	153	12	level	level	NOUN
easat-2384	153	13	 	 	SPACE
easat-2384	153	14	:	:	PUNCT
easat-2384	153	15	a	a	DET
easat-2384	153	16	critical	critical	ADJ
easat-2384	153	17	analysis	analysis	NOUN
easat-2384	153	18	of	of	ADP
easat-2384	153	19	18	18	NUM
easat-2384	153	20	learning	learn	VERB
easat-2384	153	21	analytics	analytic	NOUN
easat-2384	153	22	frameworks	framework	NOUN
easat-2384	153	23	.	.	PUNCT
easat-2384	154	1	scandinavian	scandinavian	ADJ
easat-2384	154	2	journal	journal	PROPN
easat-2384	154	3	of	of	ADP
easat-2384	154	4	educational	educational	ADJ
easat-2384	154	5	research	research	NOUN
easat-2384	154	6	,	,	PUNCT
easat-2384	154	7	66(3	66(3	NOUN
easat-2384	154	8	)	)	PUNCT
easat-2384	154	9	,	,	PUNCT
easat-2384	154	10	367‑381	367‑381	NUM
easat-2384	154	11	.	.	PUNCT
easat-2384	154	12	https://doi.org/10.1080/00313831.2020.1869082	https://doi.org/10.1080/00313831.2020.1869082	PROPN
easat-2384	155	1	10	10	NUM
easat-2384	155	2	.	.	PUNCT
easat-2384	156	1	long	long	ADJ
easat-2384	156	2	,	,	PUNCT
easat-2384	156	3	p.	p.	NOUN
easat-2384	156	4	,	,	PUNCT
easat-2384	156	5	&	&	CCONJ
easat-2384	156	6	siemens	siemens	PROPN
easat-2384	156	7	,	,	PUNCT
easat-2384	156	8	g.	g.	PROPN
easat-2384	156	9	(	(	PUNCT
easat-2384	156	10	2011	2011	NUM
easat-2384	156	11	)	)	PUNCT
easat-2384	156	12	.	.	PUNCT
easat-2384	157	1	penetrating	penetrate	VERB
easat-2384	157	2	the	the	DET
easat-2384	157	3	fog	fog	NOUN
easat-2384	157	4	 	 	SPACE
easat-2384	157	5	:	:	PUNCT
easat-2384	157	6	analytics	analytic	NOUN
easat-2384	157	7	in	in	ADP
easat-2384	157	8	learning	learning	NOUN
easat-2384	157	9	and	and	CCONJ
easat-2384	157	10	education	education	NOUN
easat-2384	157	11	.	.	PUNCT
easat-2384	158	1	11	11	NUM
easat-2384	158	2	.	.	X
easat-2384	158	3	norris	norris	PROPN
easat-2384	158	4	,	,	PUNCT
easat-2384	158	5	d.	d.	PROPN
easat-2384	158	6	,	,	PUNCT
easat-2384	158	7	baer	baer	PROPN
easat-2384	158	8	,	,	PUNCT
easat-2384	158	9	l.	l.	PROPN
easat-2384	158	10	,	,	PUNCT
easat-2384	158	11	leonard	leonard	PROPN
easat-2384	158	12	,	,	PUNCT
easat-2384	158	13	j.	j.	PROPN
easat-2384	158	14	,	,	PUNCT
easat-2384	158	15	pugliese	pugliese	PROPN
easat-2384	158	16	,	,	PUNCT
easat-2384	158	17	l.	l.	PROPN
easat-2384	158	18	,	,	PUNCT
easat-2384	158	19	&	&	CCONJ
easat-2384	158	20	lefrere	lefrere	PROPN
easat-2384	158	21	,	,	PUNCT
easat-2384	158	22	p.	p.	NOUN
easat-2384	158	23	(	(	PUNCT
easat-2384	158	24	2008	2008	NUM
easat-2384	158	25	)	)	PUNCT
easat-2384	158	26	.	.	PUNCT
easat-2384	159	1	action	action	NOUN
easat-2384	159	2	analytics	analytic	NOUN
easat-2384	159	3	 	 	SPACE
easat-2384	159	4	:	:	PUNCT
easat-2384	159	5	measuring	measure	VERB
easat-2384	159	6	and	and	CCONJ
easat-2384	159	7	improving	improve	VERB
easat-2384	159	8	performance	performance	NOUN
easat-2384	159	9	that	that	PRON
easat-2384	159	10	matters	matter	VERB
easat-2384	159	11	in	in	ADP
easat-2384	159	12	higher	high	ADJ
easat-2384	159	13	education	education	NOUN
easat-2384	159	14	.	.	PUNCT
easat-2384	160	1	educause	educause	PROPN
easat-2384	160	2	review	review	PROPN
easat-2384	160	3	,	,	PUNCT
easat-2384	160	4	43(1	43(1	NOUN
easat-2384	160	5	)	)	PUNCT
easat-2384	160	6	,	,	PUNCT
easat-2384	160	7	42	42	NUM
easat-2384	160	8	.	.	PUNCT
easat-2384	160	9	12	12	NUM
easat-2384	160	10	.	.	PUNCT
easat-2384	161	1	phillips	phillip	NOUN
easat-2384	161	2	,	,	PUNCT
easat-2384	161	3	t.	t.	PROPN
easat-2384	161	4	,	,	PUNCT
easat-2384	161	5	lachheb	lachheb	ADJ
easat-2384	161	6	,	,	PUNCT
easat-2384	161	7	a.	a.	NOUN
easat-2384	161	8	,	,	PUNCT
easat-2384	161	9	sankaranarayanan	sankaranarayanan	PROPN
easat-2384	161	10	,	,	PUNCT
easat-2384	161	11	r.	r.	PROPN
easat-2384	161	12	,	,	PUNCT
easat-2384	161	13	&	&	CCONJ
easat-2384	161	14	abramenka	abramenka	PROPN
easat-2384	161	15	-	-	PUNCT
easat-2384	161	16	lachheb	lachheb	PROPN
easat-2384	161	17	,	,	PUNCT
easat-2384	161	18	v.	v.	PROPN
easat-2384	161	19	(	(	PUNCT
easat-2384	161	20	2021	2021	NUM
easat-2384	161	21	)	)	PUNCT
easat-2384	161	22	.	.	PUNCT
easat-2384	162	1	learning	learn	VERB
easat-2384	162	2	analytics	analytic	NOUN
easat-2384	162	3	as	as	ADP
easat-2384	162	4	a	a	DET
easat-2384	162	5	tool	tool	NOUN
easat-2384	162	6	for	for	ADP
easat-2384	162	7	improvement	improvement	NOUN
easat-2384	162	8	and	and	CCONJ
easat-2384	162	9	reflection	reflection	NOUN
easat-2384	162	10	on	on	ADP
easat-2384	162	11	instructional	instructional	ADJ
easat-2384	162	12	design	design	NOUN
easat-2384	162	13	practices	practice	NOUN
easat-2384	162	14	.	.	PUNCT
easat-2384	163	1	a	a	DET
easat-2384	163	2	practitioner	practitioner	NOUN
easat-2384	163	3	’s	’s	PART
easat-2384	163	4	guide	guide	NOUN
easat-2384	163	5	to	to	ADP
easat-2384	163	6	instructional	instructional	ADJ
easat-2384	163	7	design	design	NOUN
easat-2384	163	8	in	in	ADP
easat-2384	163	9	higher	high	ADJ
easat-2384	163	10	education	education	NOUN
easat-2384	163	11	,	,	PUNCT
easat-2384	163	12	105‑117	105‑117	NUM
easat-2384	163	13	.	.	PUNCT
easat-2384	164	1	https://doi.org/10.59668/164.4273	https://doi.org/10.59668/164.4273	NOUN
easat-2384	164	2	13	13	NUM
easat-2384	164	3	.	.	PUNCT
easat-2384	165	1	reyes	reyes	PROPN
easat-2384	165	2	,	,	PUNCT
easat-2384	165	3	j.	j.	PROPN
easat-2384	165	4	a.	a.	PROPN
easat-2384	165	5	(	(	PUNCT
easat-2384	165	6	2015	2015	NUM
easat-2384	165	7	)	)	PUNCT
easat-2384	165	8	.	.	PUNCT
easat-2384	166	1	the	the	DET
easat-2384	166	2	skinny	skinny	ADJ
easat-2384	166	3	on	on	ADP
easat-2384	166	4	big	big	ADJ
easat-2384	166	5	data	datum	NOUN
easat-2384	166	6	in	in	ADP
easat-2384	166	7	education	education	NOUN
easat-2384	166	8	 	 	SPACE
easat-2384	166	9	:	:	PUNCT
easat-2384	166	10	learning	learn	VERB
easat-2384	166	11	analytics	analytic	NOUN
easat-2384	166	12	simplified	simplify	VERB
easat-2384	166	13	.	.	PUNCT
easat-2384	167	1	techtrends	techtrend	NOUN
easat-2384	167	2	,	,	PUNCT
easat-2384	167	3	59(2	59(2	NUM
easat-2384	167	4	)	)	PUNCT
easat-2384	167	5	,	,	PUNCT
easat-2384	167	6	75‑80	75‑80	NUM
easat-2384	167	7	.	.	PUNCT
easat-2384	168	1	https://doi.org/10.1007/s11528-015-0842-1	https://doi.org/10.1007/s11528-015-0842-1	PROPN
easat-2384	168	2	14	14	NUM
easat-2384	168	3	.	.	PUNCT
easat-2384	169	1	scheffel	scheffel	ADJ
easat-2384	169	2	,	,	PUNCT
easat-2384	169	3	m.	m.	NOUN
easat-2384	169	4	,	,	PUNCT
easat-2384	169	5	drachsler	drachsler	PROPN
easat-2384	169	6	,	,	PUNCT
easat-2384	169	7	h.	h.	PROPN
easat-2384	169	8	,	,	PUNCT
easat-2384	169	9	stoyanov	stoyanov	PROPN
easat-2384	169	10	,	,	PUNCT
easat-2384	169	11	s.	s.	PROPN
easat-2384	169	12	,	,	PUNCT
easat-2384	169	13	&	&	CCONJ
easat-2384	169	14	specht	specht	PROPN
easat-2384	169	15	,	,	PUNCT
easat-2384	169	16	m.	m.	NOUN
easat-2384	169	17	(	(	PUNCT
easat-2384	169	18	2014	2014	NUM
easat-2384	169	19	)	)	PUNCT
easat-2384	169	20	.	.	PUNCT
easat-2384	170	1	quality	quality	NOUN
easat-2384	170	2	indicators	indicator	NOUN
easat-2384	170	3	for	for	ADP
easat-2384	170	4	learning	learn	VERB
easat-2384	170	5	analytics	analytic	NOUN
easat-2384	170	6	.	.	PUNCT
easat-2384	171	1	educational	educational	ADJ
easat-2384	171	2	technology	technology	NOUN
easat-2384	171	3	and	and	CCONJ
easat-2384	171	4	society	society	NOUN
easat-2384	171	5	,	,	PUNCT
easat-2384	171	6	17	17	NUM
easat-2384	171	7	,	,	PUNCT
easat-2384	171	8	117‑132	117‑132	PROPN
easat-2384	171	9	.	.	NOUN
easat-2384	171	10	15	15	NUM
easat-2384	171	11	.	.	PUNCT
easat-2384	172	1	schumacher	schumacher	PROPN
easat-2384	172	2	,	,	PUNCT
easat-2384	172	3	c.	c.	PROPN
easat-2384	172	4	,	,	PUNCT
easat-2384	172	5	&	&	CCONJ
easat-2384	172	6	ifenthaler	ifenthaler	PROPN
easat-2384	172	7	,	,	PUNCT
easat-2384	172	8	d.	d.	PROPN
easat-2384	172	9	(	(	PUNCT
easat-2384	172	10	2018	2018	NUM
easat-2384	172	11	)	)	PUNCT
easat-2384	172	12	.	.	PUNCT
easat-2384	173	1	features	feature	VERB
easat-2384	173	2	students	student	NOUN
easat-2384	173	3	really	really	ADV
easat-2384	173	4	expect	expect	VERB
easat-2384	173	5	from	from	ADP
easat-2384	173	6	learning	learn	VERB
easat-2384	173	7	analytics	analytic	NOUN
easat-2384	173	8	.	.	PUNCT
easat-2384	174	1	computers	computer	NOUN
easat-2384	174	2	in	in	ADP
easat-2384	174	3	human	human	ADJ
easat-2384	174	4	behavior	behavior	NOUN
easat-2384	174	5	,	,	PUNCT
easat-2384	174	6	78	78	NUM
easat-2384	174	7	,	,	PUNCT
easat-2384	174	8	397‑407	397‑407	NUM
easat-2384	174	9	.	.	PUNCT
easat-2384	174	10	https://doi.org/10.1016/j.chb.2017.06.030	https://doi.org/10.1016/j.chb.2017.06.030	PROPN
easat-2384	174	11	16	16	NUM
easat-2384	174	12	.	.	PUNCT
easat-2384	175	1	sghir	sghir	PROPN
easat-2384	175	2	,	,	PUNCT
easat-2384	175	3	n.	n.	NOUN
easat-2384	175	4	,	,	PUNCT
easat-2384	175	5	adadi	adadi	NOUN
easat-2384	175	6	,	,	PUNCT
easat-2384	175	7	a.	a.	NOUN
easat-2384	175	8	,	,	PUNCT
easat-2384	175	9	&	&	CCONJ
easat-2384	175	10	lahmer	lahmer	PROPN
easat-2384	175	11	,	,	PUNCT
easat-2384	175	12	m.	m.	NOUN
easat-2384	175	13	(	(	PUNCT
easat-2384	175	14	2023	2023	NUM
easat-2384	175	15	)	)	PUNCT
easat-2384	175	16	.	.	PUNCT
easat-2384	176	1	recent	recent	ADJ
easat-2384	176	2	advances	advance	NOUN
easat-2384	176	3	in	in	ADP
easat-2384	176	4	predictive	predictive	ADJ
easat-2384	176	5	learning	learning	NOUN
easat-2384	176	6	analytics	analytic	NOUN
easat-2384	176	7	 	 	SPACE
easat-2384	176	8	:	:	PUNCT
easat-2384	176	9	a	a	DET
easat-2384	176	10	decade	decade	NOUN
easat-2384	176	11	systematic	systematic	ADJ
easat-2384	176	12	review	review	NOUN
easat-2384	176	13	(	(	PUNCT
easat-2384	176	14	2012–2022	2012–2022	NUM
easat-2384	176	15	)	)	PUNCT
easat-2384	176	16	.	.	PUNCT
easat-2384	177	1	education	education	NOUN
easat-2384	177	2	and	and	CCONJ
easat-2384	177	3	information	information	NOUN
easat-2384	177	4	technologies	technology	NOUN
easat-2384	177	5	,	,	PUNCT
easat-2384	177	6	28(7	28(7	NUM
easat-2384	177	7	)	)	PUNCT
easat-2384	177	8	,	,	PUNCT
easat-2384	177	9	8299‑8333	8299‑8333	NOUN
easat-2384	177	10	.	.	PUNCT
easat-2384	178	1	https://doi.org/10.1007/s10639-022-11536-0	https://doi.org/10.1007/s10639-022-11536-0	NUM
easat-2384	178	2	17	17	NUM
easat-2384	178	3	.	.	PUNCT
easat-2384	179	1	tsai	tsai	PROPN
easat-2384	179	2	,	,	PUNCT
easat-2384	179	3	y.-s	y.-	NOUN
easat-2384	179	4	.	.	PUNCT
easat-2384	179	5	,	,	PUNCT
easat-2384	179	6	&	&	CCONJ
easat-2384	179	7	gasevic	gasevic	PROPN
easat-2384	179	8	,	,	PUNCT
easat-2384	179	9	d.	d.	PROPN
easat-2384	179	10	(	(	PUNCT
easat-2384	179	11	2017	2017	NUM
easat-2384	179	12	)	)	PUNCT
easat-2384	179	13	.	.	PUNCT
easat-2384	180	1	learning	learn	VERB
easat-2384	180	2	analytics	analytic	NOUN
easat-2384	180	3	in	in	ADP
easat-2384	180	4	higher	high	ADJ
easat-2384	180	5	education	education	NOUN
easat-2384	180	6	--challenges	--challenge	NOUN
easat-2384	180	7	and	and	CCONJ
easat-2384	180	8	policies	policy	NOUN
easat-2384	180	9	 	 	SPACE
easat-2384	180	10	:	:	PUNCT
easat-2384	180	11	a	a	DET
easat-2384	180	12	review	review	NOUN
easat-2384	180	13	of	of	ADP
easat-2384	180	14	eight	eight	NUM
easat-2384	180	15	learning	learn	VERB
easat-2384	180	16	analytics	analytic	NOUN
easat-2384	180	17	policies	policy	NOUN
easat-2384	180	18	.	.	PUNCT
easat-2384	181	1	proceedings	proceeding	NOUN
easat-2384	181	2	of	of	ADP
easat-2384	181	3	the	the	DET
easat-2384	181	4	seventh	seventh	ADJ
easat-2384	181	5	international	international	ADJ
easat-2384	181	6	learning	learn	VERB
easat-2384	181	7	analytics	analytics	PROPN
easat-2384	181	8	&	&	CCONJ
easat-2384	181	9	knowledge	knowledge	PROPN
easat-2384	181	10	conference	conference	PROPN
easat-2384	181	11	,	,	PUNCT
easat-2384	181	12	233‑242	233‑242	PROPN
easat-2384	181	13	.	.	PUNCT
easat-2384	181	14	https://doi.org/10.1145/3027385.3027400	https://doi.org/10.1145/3027385.3027400	PROPN
easat-2384	181	15	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2384	181	16	2055	2055	NUM
easat-2384	181	17	edelweiss	edelweiss	PROPN
easat-2384	181	18	applied	apply	VERB
easat-2384	181	19	science	science	NOUN
easat-2384	181	20	and	and	CCONJ
easat-2384	181	21	technology	technology	NOUN
easat-2384	181	22	issn	issn	PROPN
easat-2384	181	23	:	:	PUNCT
easat-2384	181	24	2576	2576	NUM
easat-2384	181	25	-	-	SYM
easat-2384	181	26	8484	8484	NUM
easat-2384	181	27	vol	vol	NOUN
easat-2384	181	28	.	.	PROPN
easat-2384	181	29	8	8	NUM
easat-2384	181	30	,	,	PUNCT
easat-2384	181	31	no	no	INTJ
easat-2384	181	32	.	.	NOUN
easat-2384	182	1	6	6	NUM
easat-2384	182	2	:	:	SYM
easat-2384	182	3	2048	2048	NUM
easat-2384	182	4	-	-	SYM
easat-2384	182	5	2055	2055	NUM
easat-2384	182	6	,	,	PUNCT
easat-2384	182	7	2024	2024	NUM
easat-2384	182	8	doi	doi	NOUN
easat-2384	182	9	:	:	PUNCT
easat-2384	182	10	10.55214/25768484.v8i6.2384	10.55214/25768484.v8i6.2384	NUM
easat-2384	182	11	©	©	PROPN
easat-2384	182	12	2024	2024	NUM
easat-2384	182	13	by	by	ADP
easat-2384	182	14	the	the	DET
easat-2384	182	15	authors	author	NOUN
easat-2384	182	16	;	;	PUNCT
easat-2384	182	17	licensee	licensee	PROPN
easat-2384	182	18	learning	learning	NOUN
easat-2384	182	19	gate	gate	PROPN
easat-2384	182	20	18	18	NUM
easat-2384	182	21	.	.	PUNCT
easat-2384	183	1	williamson	williamson	PROPN
easat-2384	183	2	,	,	PUNCT
easat-2384	183	3	k.	k.	PROPN
easat-2384	183	4	,	,	PUNCT
easat-2384	183	5	&	&	CCONJ
easat-2384	183	6	kizilcec	kizilcec	PROPN
easat-2384	183	7	,	,	PUNCT
easat-2384	183	8	r.	r.	PROPN
easat-2384	183	9	(	(	PUNCT
easat-2384	183	10	2022	2022	NUM
easat-2384	183	11	)	)	PUNCT
easat-2384	183	12	.	.	PUNCT
easat-2384	184	1	a	a	DET
easat-2384	184	2	review	review	NOUN
easat-2384	184	3	of	of	ADP
easat-2384	184	4	learning	learn	VERB
easat-2384	184	5	analytics	analytic	NOUN
easat-2384	184	6	dashboard	dashboard	NOUN
easat-2384	184	7	research	research	NOUN
easat-2384	184	8	in	in	ADP
easat-2384	184	9	higher	high	ADJ
easat-2384	184	10	education	education	NOUN
easat-2384	184	11	 	 	SPACE
easat-2384	184	12	:	:	PUNCT
easat-2384	184	13	implications	implication	NOUN
easat-2384	184	14	for	for	ADP
easat-2384	184	15	justice	justice	NOUN
easat-2384	184	16	,	,	PUNCT
easat-2384	184	17	equity	equity	NOUN
easat-2384	184	18	,	,	PUNCT
easat-2384	184	19	diversity	diversity	NOUN
easat-2384	184	20	,	,	PUNCT
easat-2384	184	21	and	and	CCONJ
easat-2384	184	22	inclusion	inclusion	NOUN
easat-2384	184	23	.	.	PUNCT
easat-2384	185	1	lak22	lak22	NOUN
easat-2384	185	2	:	:	PUNCT
easat-2384	185	3	12th	12th	ADJ
easat-2384	185	4	international	international	ADJ
easat-2384	185	5	learning	learn	VERB
easat-2384	185	6	analytics	analytic	NOUN
easat-2384	185	7	and	and	CCONJ
easat-2384	185	8	knowledge	knowledge	NOUN
easat-2384	185	9	conference	conference	NOUN
easat-2384	185	10	,	,	PUNCT
easat-2384	186	1	260‑270	260‑270	X
easat-2384	186	2	.	.	PUNCT
easat-2384	186	3	https://doi.org/10.1145/3506860.3506900	https://doi.org/10.1145/3506860.3506900	ADJ
easat-2384	186	4	19	19	NUM
easat-2384	186	5	.	.	PUNCT
easat-2384	186	6	wook	wook	NOUN
easat-2384	186	7	,	,	PUNCT
easat-2384	186	8	m.	m.	NOUN
easat-2384	186	9	,	,	PUNCT
easat-2384	186	10	yahaya	yahaya	PROPN
easat-2384	186	11	,	,	PUNCT
easat-2384	186	12	y.	y.	PROPN
easat-2384	186	13	h.	h.	PROPN
easat-2384	186	14	,	,	PUNCT
easat-2384	186	15	wahab	wahab	PROPN
easat-2384	186	16	,	,	PUNCT
easat-2384	186	17	n.	n.	NOUN
easat-2384	186	18	,	,	PUNCT
easat-2384	186	19	isa	isa	PROPN
easat-2384	186	20	,	,	PUNCT
easat-2384	186	21	m.	m.	PROPN
easat-2384	186	22	r.	r.	PROPN
easat-2384	186	23	m.	m.	PROPN
easat-2384	186	24	,	,	PUNCT
easat-2384	186	25	awang	awang	PROPN
easat-2384	186	26	,	,	PUNCT
easat-2384	186	27	n.	n.	PROPN
easat-2384	186	28	f.	f.	PROPN
easat-2384	186	29	,	,	PUNCT
easat-2384	186	30	&	&	CCONJ
easat-2384	186	31	seong	seong	PROPN
easat-2384	186	32	,	,	PUNCT
easat-2384	186	33	h.	h.	PROPN
easat-2384	186	34	y.	y.	PROPN
easat-2384	186	35	(	(	PUNCT
easat-2384	186	36	2009	2009	NUM
easat-2384	186	37	)	)	PUNCT
easat-2384	186	38	.	.	PUNCT
easat-2384	187	1	predicting	predict	VERB
easat-2384	187	2	ndum	ndum	PROPN
easat-2384	187	3	student	student	NOUN
easat-2384	187	4	’s	’s	PART
easat-2384	187	5	academic	academic	ADJ
easat-2384	187	6	performance	performance	NOUN
easat-2384	187	7	using	use	VERB
easat-2384	187	8	data	datum	NOUN
easat-2384	187	9	mining	mining	NOUN
easat-2384	187	10	techniques	technique	NOUN
easat-2384	187	11	.	.	PUNCT
easat-2384	188	1	2009	2009	NUM
easat-2384	188	2	second	second	ADJ
easat-2384	188	3	international	international	ADJ
easat-2384	188	4	conference	conference	NOUN
easat-2384	188	5	on	on	ADP
easat-2384	188	6	computer	computer	NOUN
easat-2384	188	7	and	and	CCONJ
easat-2384	188	8	electrical	electrical	ADJ
easat-2384	188	9	engineering	engineering	NOUN
easat-2384	188	10	,	,	PUNCT
easat-2384	188	11	357‑361	357‑361	PROPN
easat-2384	188	12	.	.	PUNCT
easat-2384	189	1	https://doi.org/10.1109/iccee.2009.168	https://doi.org/10.1109/iccee.2009.168	NOUN