id	sid	tid	token	lemma	pos
futech-481	1	1	f.	f.	PROPN
futech-481	1	2	zhang	zhang	PROPN
futech-481	1	3	et	et	PROPN
futech-481	1	4	al	al	PROPN
futech-481	1	5	.	.	PROPN
futech-481	1	6	/future	/future	PUNCT
futech-481	1	7	technology	technology	PROPN
futech-481	1	8	november	november	PROPN
futech-481	1	9	2025|	2025|	NUM
futech-481	1	10	volume	volume	NOUN
futech-481	1	11	04	04	NUM
futech-481	2	1	|	|	ADV
futech-481	2	2	issue	issue	VERB
futech-481	2	3	04	04	NUM
futech-481	3	1	|	|	CCONJ
futech-481	3	2	pages	page	VERB
futech-481	3	3	173	173	NUM
futech-481	3	4	-	-	SYM
futech-481	3	5	184	184	NUM
futech-481	3	6	173	173	NUM
futech-481	3	7	article	article	NOUN
futech-481	3	8	optimizing	optimize	VERB
futech-481	3	9	blended	blended	ADJ
futech-481	3	10	learning	learn	VERB
futech-481	3	11	through	through	ADP
futech-481	3	12	ai	ai	ADJ
futech-481	3	13	-	-	PUNCT
futech-481	3	14	powered	power	VERB
futech-481	3	15	analytics	analytic	NOUN
futech-481	3	16	in	in	ADP
futech-481	3	17	digital	digital	ADJ
futech-481	3	18	education	education	NOUN
futech-481	3	19	platforms	platform	NOUN
futech-481	3	20	:	:	PUNCT
futech-481	3	21	an	an	DET
futech-481	3	22	empirical	empirical	ADJ
futech-481	3	23	framework	framework	NOUN
futech-481	3	24	fengrui	fengrui	PROPN
futech-481	3	25	zhang	zhang	PROPN
futech-481	4	1	*	*	PROPN
futech-481	4	2	,	,	PUNCT
futech-481	4	3	i	i	PRON
futech-481	4	4	wayan	wayan	PROPN
futech-481	4	5	subagia	subagia	NOUN
futech-481	4	6	,	,	PUNCT
futech-481	4	7	luh	luh	PROPN
futech-481	4	8	putu	putu	PROPN
futech-481	4	9	artini	artini	PROPN
futech-481	4	10	,	,	PUNCT
futech-481	4	11	dessy	dessy	ADJ
futech-481	4	12	seri	seri	PROPN
futech-481	4	13	wahyuni	wahyuni	PROPN
futech-481	4	14	universitas	universitas	PROPN
futech-481	4	15	pendidikan	pendidikan	PROPN
futech-481	4	16	ganesha	ganesha	PROPN
futech-481	4	17	,	,	PUNCT
futech-481	4	18	jl	jl	PROPN
futech-481	4	19	.	.	PUNCT
futech-481	5	1	udayana	udayana	PROPN
futech-481	5	2	no.11	no.11	PROPN
futech-481	5	3	,	,	PUNCT
futech-481	5	4	banjar	banjar	PROPN
futech-481	5	5	tegal	tegal	PROPN
futech-481	5	6	,	,	PUNCT
futech-481	5	7	singaraja	singaraja	PROPN
futech-481	5	8	,	,	PUNCT
futech-481	5	9	kabupaten	kabupaten	PROPN
futech-481	5	10	buleleng	buleleng	PROPN
futech-481	5	11	,	,	PUNCT
futech-481	5	12	bali	bali	PROPN
futech-481	5	13	81116	81116	NUM
futech-481	5	14	,	,	PUNCT
futech-481	5	15	indonesia	indonesia	PROPN
futech-481	5	16	a	a	DET
futech-481	5	17	r	r	NOUN
futech-481	5	18	t	t	NOUN
futech-481	6	1	i	i	PRON
futech-481	6	2	c	c	NOUN
futech-481	6	3	l	l	NOUN
futech-481	6	4	e	e	NOUN
futech-481	7	1	i	i	PRON
futech-481	7	2	n	n	VERB
futech-481	7	3	f	f	NOUN
futech-481	7	4	o	o	NOUN
futech-481	7	5	article	article	NOUN
futech-481	7	6	history	history	NOUN
futech-481	7	7	:	:	PUNCT
futech-481	7	8	received	receive	VERB
futech-481	7	9	25	25	NUM
futech-481	7	10	june	june	PROPN
futech-481	7	11	2025	2025	NUM
futech-481	7	12	received	receive	VERB
futech-481	7	13	in	in	ADP
futech-481	7	14	revised	revise	VERB
futech-481	7	15	form	form	NOUN
futech-481	7	16	31	31	NUM
futech-481	7	17	july	july	PROPN
futech-481	7	18	2025	2025	NUM
futech-481	7	19	accepted	accept	VERB
futech-481	7	20	19	19	NUM
futech-481	7	21	august	august	PROPN
futech-481	7	22	2025	2025	NUM
futech-481	7	23	keywords	keyword	NOUN
futech-481	7	24	:	:	PUNCT
futech-481	7	25	blended	blended	ADJ
futech-481	7	26	learning	learning	NOUN
futech-481	7	27	,	,	PUNCT
futech-481	7	28	ai	ai	ADJ
futech-481	7	29	-	-	PUNCT
futech-481	7	30	powered	power	VERB
futech-481	7	31	analytics	analytic	NOUN
futech-481	7	32	,	,	PUNCT
futech-481	7	33	digital	digital	ADJ
futech-481	7	34	education	education	NOUN
futech-481	7	35	platforms	platform	NOUN
futech-481	7	36	,	,	PUNCT
futech-481	7	37	learning	learn	VERB
futech-481	7	38	effectiveness	effectiveness	NOUN
futech-481	7	39	,	,	PUNCT
futech-481	7	40	predictive	predictive	ADJ
futech-481	7	41	modelling	modelling	NOUN
futech-481	7	42	,	,	PUNCT
futech-481	7	43	student	student	NOUN
futech-481	7	44	engagement	engagement	NOUN
futech-481	7	45	*	*	PUNCT
futech-481	7	46	corresponding	correspond	VERB
futech-481	7	47	author	author	NOUN
futech-481	7	48	:	:	PUNCT
futech-481	7	49	fengrui	fengrui	PROPN
futech-481	7	50	zhang	zhang	PROPN
futech-481	7	51	email	email	PROPN
futech-481	7	52	address	address	PROPN
futech-481	7	53	:	:	PUNCT
futech-481	7	54	undiksha_fengrui@163.com	undiksha_fengrui@163.com	X
futech-481	8	1	doi	doi	NOUN
futech-481	8	2	:	:	PUNCT
futech-481	8	3	10.55670	10.55670	NUM
futech-481	8	4	/	/	SYM
futech-481	8	5	fpll.futech.4.4.15	fpll.futech.4.4.15	PROPN
futech-481	8	6	a	a	DET
futech-481	8	7	b	b	PROPN
futech-481	8	8	s	s	ADP
futech-481	8	9	t	t	PROPN
futech-481	8	10	r	r	NOUN
futech-481	8	11	a	a	DET
futech-481	8	12	c	c	NOUN
futech-481	8	13	t	t	NOUN
futech-481	8	14	this	this	DET
futech-481	8	15	study	study	NOUN
futech-481	8	16	proposes	propose	VERB
futech-481	8	17	an	an	DET
futech-481	8	18	empirical	empirical	ADJ
futech-481	8	19	framework	framework	NOUN
futech-481	8	20	for	for	ADP
futech-481	8	21	enhancing	enhance	VERB
futech-481	8	22	blended	blended	ADJ
futech-481	8	23	learning	learning	NOUN
futech-481	8	24	through	through	ADP
futech-481	8	25	artificial	artificial	ADJ
futech-481	8	26	intelligence	intelligence	NOUN
futech-481	8	27	(	(	PUNCT
futech-481	8	28	ai)-powered	ai)-powere	VERB
futech-481	8	29	analytics	analytic	NOUN
futech-481	8	30	in	in	ADP
futech-481	8	31	digital	digital	ADJ
futech-481	8	32	education	education	NOUN
futech-481	8	33	platforms	platform	NOUN
futech-481	8	34	.	.	PUNCT
futech-481	9	1	the	the	DET
futech-481	9	2	research	research	NOUN
futech-481	9	3	employs	employ	VERB
futech-481	9	4	a	a	DET
futech-481	9	5	mixed	mixed	ADJ
futech-481	9	6	-	-	PUNCT
futech-481	9	7	methods	method	NOUN
futech-481	9	8	approach	approach	NOUN
futech-481	9	9	,	,	PUNCT
futech-481	9	10	examining	examine	VERB
futech-481	9	11	250	250	NUM
futech-481	9	12	undergraduate	undergraduate	ADJ
futech-481	9	13	business	business	NOUN
futech-481	9	14	students	student	NOUN
futech-481	9	15	engaged	engage	VERB
futech-481	9	16	in	in	ADP
futech-481	9	17	blended	blend	VERB
futech-481	9	18	learning	learning	NOUN
futech-481	9	19	courses	course	NOUN
futech-481	9	20	over	over	ADP
futech-481	9	21	one	one	NUM
futech-481	9	22	semester	semester	NOUN
futech-481	9	23	.	.	PUNCT
futech-481	10	1	quantitative	quantitative	ADJ
futech-481	10	2	data	datum	NOUN
futech-481	10	3	from	from	ADP
futech-481	10	4	platform	platform	NOUN
futech-481	10	5	analytics	analytic	NOUN
futech-481	10	6	,	,	PUNCT
futech-481	10	7	academic	academic	ADJ
futech-481	10	8	performance	performance	NOUN
futech-481	10	9	metrics	metric	NOUN
futech-481	10	10	,	,	PUNCT
futech-481	10	11	and	and	CCONJ
futech-481	10	12	structured	structured	ADJ
futech-481	10	13	questionnaires	questionnaire	NOUN
futech-481	10	14	are	be	AUX
futech-481	10	15	analyzed	analyze	VERB
futech-481	10	16	using	use	VERB
futech-481	10	17	descriptive	descriptive	ADJ
futech-481	10	18	statistics	statistic	NOUN
futech-481	10	19	,	,	PUNCT
futech-481	10	20	regression	regression	VERB
futech-481	10	21	analysis	analysis	NOUN
futech-481	10	22	,	,	PUNCT
futech-481	10	23	and	and	CCONJ
futech-481	10	24	machine	machine	NOUN
futech-481	10	25	learning	learn	VERB
futech-481	10	26	algorithms	algorithm	NOUN
futech-481	10	27	.	.	PUNCT
futech-481	11	1	results	result	NOUN
futech-481	11	2	demonstrate	demonstrate	VERB
futech-481	11	3	significant	significant	ADJ
futech-481	11	4	improvements	improvement	NOUN
futech-481	11	5	in	in	ADP
futech-481	11	6	learning	learn	VERB
futech-481	11	7	outcomes	outcome	NOUN
futech-481	11	8	,	,	PUNCT
futech-481	11	9	with	with	ADP
futech-481	11	10	overall	overall	ADJ
futech-481	11	11	academic	academic	ADJ
futech-481	11	12	performance	performance	NOUN
futech-481	11	13	increasing	increase	VERB
futech-481	11	14	from	from	ADP
futech-481	11	15	72.4	72.4	NUM
futech-481	11	16	%	%	NOUN
futech-481	11	17	to	to	ADP
futech-481	11	18	81.7	81.7	NUM
futech-481	11	19	%	%	NOUN
futech-481	11	20	(	(	PUNCT
futech-481	11	21	p	p	X
futech-481	11	22	<	<	X
futech-481	11	23	0.001	0.001	NUM
futech-481	11	24	)	)	PUNCT
futech-481	11	25	.	.	PUNCT
futech-481	12	1	critical	critical	ADJ
futech-481	12	2	thinking	thinking	NOUN
futech-481	12	3	skills	skill	NOUN
futech-481	12	4	improve	improve	VERB
futech-481	12	5	by	by	ADP
futech-481	12	6	24.3	24.3	NUM
futech-481	12	7	%	%	NOUN
futech-481	12	8	,	,	PUNCT
futech-481	12	9	collaborative	collaborative	ADJ
futech-481	12	10	abilities	ability	NOUN
futech-481	12	11	by	by	ADP
futech-481	12	12	31.2	31.2	NUM
futech-481	12	13	%	%	NOUN
futech-481	12	14	,	,	PUNCT
futech-481	12	15	and	and	CCONJ
futech-481	12	16	digital	digital	ADJ
futech-481	12	17	literacy	literacy	NOUN
futech-481	12	18	by	by	ADP
futech-481	12	19	28.7	28.7	NUM
futech-481	12	20	%	%	NOUN
futech-481	12	21	.	.	PUNCT
futech-481	13	1	cluster	cluster	NOUN
futech-481	13	2	analysis	analysis	NOUN
futech-481	13	3	reveals	reveal	VERB
futech-481	13	4	three	three	NUM
futech-481	13	5	distinct	distinct	ADJ
futech-481	13	6	learner	learner	NOUN
futech-481	13	7	profiles	profile	NOUN
futech-481	13	8	,	,	PUNCT
futech-481	13	9	with	with	ADP
futech-481	13	10	engagement	engagement	NOUN
futech-481	13	11	patterns	pattern	NOUN
futech-481	13	12	serving	serve	VERB
futech-481	13	13	as	as	ADP
futech-481	13	14	strong	strong	ADJ
futech-481	13	15	predictors	predictor	NOUN
futech-481	13	16	of	of	ADP
futech-481	13	17	academic	academic	ADJ
futech-481	13	18	success	success	NOUN
futech-481	13	19	(	(	PUNCT
futech-481	13	20	r²	r²	NOUN
futech-481	13	21	=	=	NOUN
futech-481	13	22	0.584	0.584	NUM
futech-481	13	23	)	)	PUNCT
futech-481	13	24	.	.	PUNCT
futech-481	14	1	aipowered	aipowere	VERB
futech-481	14	2	predictive	predictive	ADJ
futech-481	14	3	models	model	NOUN
futech-481	14	4	achieve	achieve	VERB
futech-481	14	5	83.7	83.7	NUM
futech-481	14	6	%	%	NOUN
futech-481	14	7	accuracy	accuracy	NOUN
futech-481	14	8	in	in	ADP
futech-481	14	9	identifying	identify	VERB
futech-481	14	10	at	at	ADP
futech-481	14	11	-	-	PUNCT
futech-481	14	12	risk	risk	NOUN
futech-481	14	13	students	student	NOUN
futech-481	14	14	by	by	ADP
futech-481	14	15	week	week	NOUN
futech-481	14	16	four	four	NUM
futech-481	14	17	,	,	PUNCT
futech-481	14	18	enabling	enable	VERB
futech-481	14	19	targeted	target	VERB
futech-481	14	20	interventions	intervention	NOUN
futech-481	14	21	that	that	PRON
futech-481	14	22	improve	improve	VERB
futech-481	14	23	outcomes	outcome	NOUN
futech-481	14	24	by	by	ADP
futech-481	14	25	67	67	NUM
futech-481	14	26	%	%	NOUN
futech-481	14	27	.	.	PUNCT
futech-481	15	1	platform	platform	NOUN
futech-481	15	2	engagement	engagement	NOUN
futech-481	15	3	frequency	frequency	NOUN
futech-481	15	4	emerges	emerge	VERB
futech-481	15	5	as	as	ADP
futech-481	15	6	the	the	DET
futech-481	15	7	strongest	strong	ADJ
futech-481	15	8	predictor	predictor	NOUN
futech-481	15	9	(	(	PUNCT
futech-481	15	10	β	β	X
futech-481	15	11	=	=	PUNCT
futech-481	15	12	0.42	0.42	NUM
futech-481	15	13	,	,	PUNCT
futech-481	15	14	p	p	X
futech-481	15	15	<	<	X
futech-481	15	16	0.001	0.001	NUM
futech-481	15	17	)	)	PUNCT
futech-481	15	18	.	.	PUNCT
futech-481	16	1	critical	critical	ADJ
futech-481	16	2	engagement	engagement	NOUN
futech-481	16	3	periods	period	NOUN
futech-481	16	4	occur	occur	VERB
futech-481	16	5	during	during	ADP
futech-481	16	6	weeks	week	NOUN
futech-481	16	7	3	3	NUM
futech-481	16	8	-	-	SYM
futech-481	16	9	5	5	NUM
futech-481	16	10	and	and	CCONJ
futech-481	16	11	10	10	NUM
futech-481	16	12	-	-	SYM
futech-481	16	13	12	12	NUM
futech-481	16	14	.	.	PUNCT
futech-481	17	1	the	the	DET
futech-481	17	2	framework	framework	NOUN
futech-481	17	3	integrates	integrate	VERB
futech-481	17	4	multiple	multiple	ADJ
futech-481	17	5	learning	learn	VERB
futech-481	17	6	theories	theory	NOUN
futech-481	17	7	within	within	ADP
futech-481	17	8	aienhanced	aienhance	VERB
futech-481	17	9	contexts	contexts	NOUN
futech-481	17	10	and	and	CCONJ
futech-481	17	11	provides	provide	VERB
futech-481	17	12	practical	practical	ADJ
futech-481	17	13	guidance	guidance	NOUN
futech-481	17	14	for	for	ADP
futech-481	17	15	platform	platform	NOUN
futech-481	17	16	optimization	optimization	NOUN
futech-481	17	17	,	,	PUNCT
futech-481	17	18	instructional	instructional	ADJ
futech-481	17	19	design	design	NOUN
futech-481	17	20	,	,	PUNCT
futech-481	17	21	and	and	CCONJ
futech-481	17	22	policy	policy	NOUN
futech-481	17	23	development	development	NOUN
futech-481	17	24	.	.	PUNCT
futech-481	18	1	findings	finding	NOUN
futech-481	18	2	emphasize	emphasize	VERB
futech-481	18	3	that	that	PRON
futech-481	18	4	successful	successful	ADJ
futech-481	18	5	blended	blended	ADJ
futech-481	18	6	learning	learning	NOUN
futech-481	18	7	requires	require	VERB
futech-481	18	8	purposeful	purposeful	ADJ
futech-481	18	9	technology	technology	NOUN
futech-481	18	10	integration	integration	NOUN
futech-481	18	11	with	with	ADP
futech-481	18	12	pedagogical	pedagogical	ADJ
futech-481	18	13	principles	principle	NOUN
futech-481	18	14	,	,	PUNCT
futech-481	18	15	continuous	continuous	ADJ
futech-481	18	16	engagement	engagement	NOUN
futech-481	18	17	monitoring	monitoring	NOUN
futech-481	18	18	,	,	PUNCT
futech-481	18	19	and	and	CCONJ
futech-481	18	20	personalized	personalized	ADJ
futech-481	18	21	support	support	NOUN
futech-481	18	22	mechanisms	mechanism	NOUN
futech-481	18	23	.	.	PUNCT
futech-481	19	1	1	1	X
futech-481	19	2	.	.	X
futech-481	19	3	introduction	introduction	NOUN
futech-481	19	4	the	the	DET
futech-481	19	5	transformation	transformation	NOUN
futech-481	19	6	of	of	ADP
futech-481	19	7	global	global	ADJ
futech-481	19	8	education	education	NOUN
futech-481	19	9	has	have	AUX
futech-481	19	10	accelerated	accelerate	VERB
futech-481	19	11	dramatically	dramatically	ADV
futech-481	19	12	through	through	ADP
futech-481	19	13	the	the	DET
futech-481	19	14	convergence	convergence	NOUN
futech-481	19	15	of	of	ADP
futech-481	19	16	technological	technological	ADJ
futech-481	19	17	innovation	innovation	NOUN
futech-481	19	18	and	and	CCONJ
futech-481	19	19	unprecedented	unprecedented	ADJ
futech-481	19	20	societal	societal	ADJ
futech-481	19	21	disruptions	disruption	NOUN
futech-481	19	22	.	.	PUNCT
futech-481	20	1	the	the	DET
futech-481	20	2	covid-19	covid-19	PROPN
futech-481	20	3	crisis	crisis	NOUN
futech-481	20	4	provoked	provoke	VERB
futech-481	20	5	an	an	DET
futech-481	20	6	unprecedented	unprecedented	ADJ
futech-481	20	7	change	change	NOUN
futech-481	20	8	in	in	ADP
futech-481	20	9	learning	learn	VERB
futech-481	20	10	delivery	delivery	NOUN
futech-481	20	11	methods	method	NOUN
futech-481	20	12	,	,	PUNCT
futech-481	20	13	forcing	force	VERB
futech-481	20	14	learning	learn	VERB
futech-481	20	15	institutions	institution	NOUN
futech-481	20	16	to	to	PART
futech-481	20	17	rapidly	rapidly	ADV
futech-481	20	18	switch	switch	VERB
futech-481	20	19	from	from	ADP
futech-481	20	20	traditional	traditional	ADJ
futech-481	20	21	classroom	classroom	NOUN
futech-481	20	22	-	-	PUNCT
futech-481	20	23	based	base	VERB
futech-481	20	24	learning	learning	NOUN
futech-481	20	25	to	to	ADP
futech-481	20	26	new	new	ADJ
futech-481	20	27	models	model	NOUN
futech-481	20	28	[	[	X
futech-481	20	29	1	1	NUM
futech-481	20	30	]	]	PUNCT
futech-481	20	31	.	.	PUNCT
futech-481	21	1	this	this	DET
futech-481	21	2	sudden	sudden	ADJ
futech-481	21	3	change	change	NOUN
futech-481	21	4	highlighted	highlight	VERB
futech-481	21	5	extreme	extreme	ADJ
futech-481	21	6	inequities	inequity	NOUN
futech-481	21	7	between	between	ADP
futech-481	21	8	the	the	DET
futech-481	21	9	hastily	hastily	ADV
futech-481	21	10	developed	develop	VERB
futech-481	21	11	online	online	ADJ
futech-481	21	12	teaching	teaching	NOUN
futech-481	21	13	methods	method	NOUN
futech-481	21	14	and	and	CCONJ
futech-481	21	15	the	the	DET
futech-481	21	16	carefully	carefully	ADV
futech-481	21	17	crafted	craft	VERB
futech-481	21	18	online	online	ADJ
futech-481	21	19	learning	learning	NOUN
futech-481	21	20	models	model	NOUN
futech-481	21	21	,	,	PUNCT
futech-481	21	22	thus	thus	ADV
futech-481	21	23	highlighting	highlight	VERB
futech-481	21	24	the	the	DET
futech-481	21	25	need	need	NOUN
futech-481	21	26	for	for	ADP
futech-481	21	27	strategic	strategic	ADJ
futech-481	21	28	approaches	approach	NOUN
futech-481	21	29	in	in	ADP
futech-481	21	30	digital	digital	ADJ
futech-481	21	31	pedagogy	pedagogy	NOUN
futech-481	21	32	[	[	X
futech-481	21	33	2	2	NUM
futech-481	21	34	]	]	PUNCT
futech-481	21	35	.	.	PUNCT
futech-481	22	1	the	the	DET
futech-481	22	2	learning	learning	NOUN
futech-481	22	3	processes	process	NOUN
futech-481	22	4	in	in	ADP
futech-481	22	5	schools	school	NOUN
futech-481	22	6	and	and	CCONJ
futech-481	22	7	universities	university	NOUN
futech-481	22	8	around	around	ADP
futech-481	22	9	the	the	DET
futech-481	22	10	globe	globe	NOUN
futech-481	22	11	,	,	PUNCT
futech-481	22	12	with	with	ADP
futech-481	22	13	a	a	DET
futech-481	22	14	specific	specific	ADJ
futech-481	22	15	focus	focus	NOUN
futech-481	22	16	on	on	ADP
futech-481	22	17	the	the	DET
futech-481	22	18	significant	significant	ADJ
futech-481	22	19	shifts	shift	NOUN
futech-481	22	20	in	in	ADP
futech-481	22	21	south	south	ADJ
futech-481	22	22	african	african	ADJ
futech-481	22	23	universities	university	NOUN
futech-481	22	24	,	,	PUNCT
futech-481	22	25	shed	shed	VERB
futech-481	22	26	light	light	NOUN
futech-481	22	27	on	on	ADP
futech-481	22	28	the	the	DET
futech-481	22	29	key	key	ADJ
futech-481	22	30	requirements	requirement	NOUN
futech-481	22	31	and	and	CCONJ
futech-481	22	32	opportunities	opportunity	NOUN
futech-481	22	33	involved	involve	VERB
futech-481	22	34	in	in	ADP
futech-481	22	35	the	the	DET
futech-481	22	36	rapid	rapid	ADJ
futech-481	22	37	digital	digital	ADJ
futech-481	22	38	shift	shift	NOUN
futech-481	22	39	[	[	X
futech-481	22	40	3	3	NUM
futech-481	22	41	]	]	PUNCT
futech-481	22	42	.	.	PUNCT
futech-481	23	1	modern	modern	ADJ
futech-481	23	2	teaching	teaching	NOUN
futech-481	23	3	environments	environment	NOUN
futech-481	23	4	increasingly	increasingly	ADV
futech-481	23	5	involve	involve	VERB
futech-481	23	6	blended	blend	VERB
futech-481	23	7	teaching	teaching	NOUN
futech-481	23	8	models	model	NOUN
futech-481	23	9	that	that	PRON
futech-481	23	10	combine	combine	VERB
futech-481	23	11	digital	digital	ADJ
futech-481	23	12	approaches	approach	NOUN
futech-481	23	13	with	with	ADP
futech-481	23	14	traditional	traditional	ADJ
futech-481	23	15	face	face	NOUN
futech-481	23	16	-	-	PUNCT
futech-481	23	17	to	to	ADP
futech-481	23	18	-	-	PUNCT
futech-481	23	19	face	face	NOUN
futech-481	23	20	teaching	teaching	NOUN
futech-481	23	21	methodologies	methodology	NOUN
futech-481	23	22	.	.	PUNCT
futech-481	24	1	studies	study	NOUN
futech-481	24	2	suggest	suggest	VERB
futech-481	24	3	that	that	SCONJ
futech-481	24	4	carefully	carefully	ADV
futech-481	24	5	constructed	construct	VERB
futech-481	24	6	blended	blend	VERB
futech-481	24	7	teaching	teaching	NOUN
futech-481	24	8	strategies	strategy	NOUN
futech-481	24	9	might	might	AUX
futech-481	24	10	be	be	AUX
futech-481	24	11	equally	equally	ADV
futech-481	24	12	,	,	PUNCT
futech-481	24	13	if	if	SCONJ
futech-481	24	14	not	not	PART
futech-481	24	15	more	more	ADJ
futech-481	24	16	,	,	PUNCT
futech-481	24	17	effective	effective	ADJ
futech-481	24	18	than	than	ADP
futech-481	24	19	face	face	NOUN
futech-481	24	20	-	-	PUNCT
futech-481	24	21	to	to	ADP
futech-481	24	22	-	-	PUNCT
futech-481	24	23	face	face	NOUN
futech-481	24	24	teaching	teaching	NOUN
futech-481	24	25	[	[	X
futech-481	24	26	4	4	NUM
futech-481	24	27	]	]	PUNCT
futech-481	24	28	.	.	PUNCT
futech-481	25	1	developments	development	NOUN
futech-481	25	2	of	of	ADP
futech-481	25	3	hybrid	hybrid	ADJ
futech-481	25	4	teaching	teaching	NOUN
futech-481	25	5	styles	style	NOUN
futech-481	25	6	aroused	arouse	VERB
futech-481	25	7	by	by	ADP
futech-481	25	8	the	the	DET
futech-481	25	9	pandemic	pandemic	ADJ
futech-481	25	10	context	context	NOUN
futech-481	25	11	in	in	ADP
futech-481	25	12	the	the	DET
futech-481	25	13	aspects	aspect	NOUN
futech-481	25	14	of	of	ADP
futech-481	25	15	teaching	teaching	NOUN
futech-481	25	16	chinese	chinese	PROPN
futech-481	25	17	have	have	AUX
futech-481	25	18	provided	provide	VERB
futech-481	25	19	valuable	valuable	ADJ
futech-481	25	20	empirical	empirical	ADJ
futech-481	25	21	insights	insight	NOUN
futech-481	25	22	into	into	ADP
futech-481	25	23	the	the	DET
futech-481	25	24	nature	nature	NOUN
futech-481	25	25	and	and	CCONJ
futech-481	25	26	components	component	NOUN
futech-481	25	27	of	of	ADP
futech-481	25	28	student	student	NOUN
futech-481	25	29	acceptance	acceptance	NOUN
futech-481	25	30	[	[	X
futech-481	25	31	5	5	NUM
futech-481	25	32	]	]	PUNCT
futech-481	25	33	.	.	PUNCT
futech-481	26	1	contextual	contextual	ADJ
futech-481	26	2	factors	factor	NOUN
futech-481	26	3	also	also	ADV
futech-481	26	4	had	have	VERB
futech-481	26	5	a	a	DET
futech-481	26	6	strong	strong	ADJ
futech-481	26	7	impact	impact	NOUN
futech-481	26	8	on	on	ADP
futech-481	26	9	the	the	DET
futech-481	26	10	academic	academic	ADJ
futech-481	26	11	debate	debate	NOUN
futech-481	26	12	on	on	ADP
futech-481	26	13	hybrid	hybrid	ADJ
futech-481	26	14	online	online	ADJ
futech-481	26	15	-	-	PUNCT
futech-481	26	16	offline	offline	ADJ
futech-481	26	17	teaching	teaching	NOUN
futech-481	26	18	practices	practice	NOUN
futech-481	26	19	[	[	X
futech-481	26	20	6	6	NUM
futech-481	26	21	]	]	PUNCT
futech-481	26	22	.	.	PUNCT
futech-481	27	1	the	the	DET
futech-481	27	2	development	development	NOUN
futech-481	27	3	of	of	ADP
futech-481	27	4	online	online	ADJ
futech-481	27	5	learning	learning	NOUN
futech-481	27	6	spaces	space	NOUN
futech-481	27	7	has	have	AUX
futech-481	27	8	produced	produce	VERB
futech-481	27	9	sophisticated	sophisticated	ADJ
futech-481	27	10	environments	environment	NOUN
futech-481	27	11	specifically	specifically	ADV
futech-481	27	12	designed	design	VERB
futech-481	27	13	for	for	ADP
futech-481	27	14	regulating	regulate	VERB
futech-481	27	15	and	and	CCONJ
futech-481	27	16	enhancing	enhance	VERB
futech-481	27	17	teaching	teaching	NOUN
futech-481	27	18	practices	practice	NOUN
futech-481	27	19	.	.	PUNCT
futech-481	28	1	the	the	DET
futech-481	28	2	lms	lm	NOUN
futech-481	28	3	has	have	AUX
futech-481	28	4	now	now	ADV
futech-481	28	5	evolved	evolve	VERB
futech-481	28	6	into	into	ADP
futech-481	28	7	an	an	DET
futech-481	28	8	integrative	integrative	ADJ
futech-481	28	9	environment	environment	NOUN
futech-481	28	10	having	have	VERB
futech-481	28	11	not	not	PART
futech-481	28	12	only	only	ADV
futech-481	28	13	content	content	NOUN
futech-481	28	14	management	management	NOUN
futech-481	28	15	,	,	PUNCT
futech-481	28	16	but	but	CCONJ
futech-481	28	17	also	also	ADV
futech-481	28	18	measurement	measurement	NOUN
futech-481	28	19	tools	tool	NOUN
futech-481	28	20	,	,	PUNCT
futech-481	28	21	communication	communication	NOUN
futech-481	28	22	tools	tool	NOUN
futech-481	28	23	,	,	PUNCT
futech-481	28	24	and	and	CCONJ
futech-481	28	25	data	datum	NOUN
futech-481	28	26	analytics	analytic	NOUN
futech-481	28	27	[	[	X
futech-481	28	28	7	7	NUM
futech-481	28	29	]	]	PUNCT
futech-481	28	30	.	.	PUNCT
futech-481	29	1	empirical	empirical	ADJ
futech-481	29	2	studies	study	NOUN
futech-481	29	3	under	under	ADP
futech-481	29	4	different	different	ADJ
futech-481	29	5	cultural	cultural	ADJ
futech-481	29	6	settings	setting	NOUN
futech-481	29	7	on	on	ADP
futech-481	29	8	the	the	DET
futech-481	29	9	implementation	implementation	NOUN
futech-481	29	10	of	of	ADP
futech-481	29	11	lms	lm	NOUN
futech-481	29	12	highlight	highlight	VERB
futech-481	29	13	similar	similar	ADJ
futech-481	29	14	critical	critical	ADJ
futech-481	29	15	success	success	NOUN
futech-481	29	16	conditions	condition	NOUN
futech-481	29	17	,	,	PUNCT
futech-481	29	18	even	even	ADV
futech-481	29	19	when	when	SCONJ
futech-481	29	20	contextual	contextual	ADJ
futech-481	29	21	factors	factor	NOUN
futech-481	29	22	differ	differ	VERB
futech-481	29	23	[	[	X
futech-481	29	24	8	8	NUM
futech-481	29	25	]	]	PUNCT
futech-481	29	26	.	.	PUNCT
futech-481	30	1	research	research	NOUN
futech-481	30	2	on	on	ADP
futech-481	30	3	e	e	NOUN
futech-481	30	4	-	-	ADJ
futech-481	30	5	learning	learn	VERB
futech-481	30	6	systems	system	NOUN
futech-481	30	7	'	'	PART
futech-481	30	8	effectiveness	effectiveness	NOUN
futech-481	30	9	finds	find	VERB
futech-481	30	10	that	that	SCONJ
futech-481	30	11	system	system	NOUN
futech-481	30	12	quality	quality	NOUN
futech-481	30	13	,	,	PUNCT
futech-481	30	14	information	information	NOUN
futech-481	30	15	quality	quality	NOUN
futech-481	30	16	,	,	PUNCT
futech-481	30	17	service	service	NOUN
futech-481	30	18	quality	quality	NOUN
futech-481	30	19	,	,	PUNCT
futech-481	30	20	and	and	CCONJ
futech-481	30	21	user	user	NOUN
futech-481	30	22	satisfaction	satisfaction	NOUN
futech-481	30	23	are	be	AUX
futech-481	30	24	important	important	ADJ
futech-481	30	25	predictors	predictor	NOUN
futech-481	30	26	and	and	CCONJ
futech-481	30	27	determinants	determinant	NOUN
futech-481	30	28	of	of	ADP
futech-481	30	29	the	the	DET
futech-481	30	30	academic	academic	ADJ
futech-481	30	31	open	open	ADJ
futech-481	30	32	access	access	NOUN
futech-481	30	33	journal	journal	PROPN
futech-481	30	34	issn	issn	PROPN
futech-481	31	1	2832	2832	NUM
futech-481	31	2	-	-	SYM
futech-481	31	3	0379	0379	NUM
futech-481	31	4	november	november	PROPN
futech-481	31	5	2025|	2025|	NUM
futech-481	31	6	volume	volume	NOUN
futech-481	31	7	04	04	NUM
futech-481	32	1	|	|	ADV
futech-481	32	2	issue	issue	VERB
futech-481	32	3	04	04	NUM
futech-481	33	1	|	|	CCONJ
futech-481	33	2	pages	page	VERB
futech-481	33	3	173	173	NUM
futech-481	33	4	-	-	SYM
futech-481	33	5	184	184	NUM
futech-481	33	6	https://doi.org/10.55670/fpll.futech.4.4.15	https://doi.org/10.55670/fpll.futech.4.4.15	PROPN
futech-481	33	7	journal	journal	NOUN
futech-481	33	8	homepage	homepage	NOUN
futech-481	33	9	:	:	PUNCT
futech-481	34	1	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-481	34	2	future	future	ADJ
futech-481	34	3	technology	technology	NOUN
futech-481	34	4	mailto:undiksha_fengrui@163.com	mailto:undiksha_fengrui@163.com	X
futech-481	34	5	https://doi.org/10.55670/fpll.futech.4.4.15	https://doi.org/10.55670/fpll.futech.4.4.15	PROPN
futech-481	34	6	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-481	34	7	f.	f.	PROPN
futech-481	34	8	zhang	zhang	PROPN
futech-481	34	9	et	et	PROPN
futech-481	34	10	al	al	PROPN
futech-481	34	11	.	.	PROPN
futech-481	34	12	/future	/future	PUNCT
futech-481	34	13	technology	technology	PROPN
futech-481	34	14	november	november	PROPN
futech-481	34	15	2025|	2025|	NUM
futech-481	34	16	volume	volume	NOUN
futech-481	34	17	04	04	NUM
futech-481	35	1	|	|	ADV
futech-481	35	2	issue	issue	VERB
futech-481	35	3	04	04	NUM
futech-481	36	1	|	|	CCONJ
futech-481	36	2	pages	page	VERB
futech-481	36	3	173	173	NUM
futech-481	36	4	-	-	SYM
futech-481	36	5	184	184	NUM
futech-481	36	6	174	174	NUM
futech-481	36	7	outcomes	outcome	NOUN
futech-481	36	8	.	.	PUNCT
futech-481	37	1	educational	educational	ADJ
futech-481	37	2	technology	technology	NOUN
futech-481	37	3	,	,	PUNCT
futech-481	37	4	and	and	CCONJ
futech-481	37	5	particularly	particularly	ADV
futech-481	37	6	its	its	PRON
futech-481	37	7	application	application	NOUN
futech-481	37	8	using	use	VERB
futech-481	37	9	artificial	artificial	ADJ
futech-481	37	10	intelligence	intelligence	NOUN
futech-481	37	11	,	,	PUNCT
futech-481	37	12	is	be	AUX
futech-481	37	13	an	an	DET
futech-481	37	14	innovative	innovative	ADJ
futech-481	37	15	game	game	NOUN
futech-481	37	16	changer	changer	NOUN
futech-481	37	17	with	with	ADP
futech-481	37	18	the	the	DET
futech-481	37	19	potential	potential	NOUN
futech-481	37	20	to	to	PART
futech-481	37	21	bring	bring	VERB
futech-481	37	22	about	about	ADP
futech-481	37	23	personalized	personalized	ADJ
futech-481	37	24	school	school	NOUN
futech-481	37	25	experiences	experience	NOUN
futech-481	37	26	and	and	CCONJ
futech-481	37	27	outcome	outcome	NOUN
futech-481	37	28	improvements	improvement	NOUN
futech-481	37	29	.	.	PUNCT
futech-481	38	1	detailed	detailed	ADJ
futech-481	38	2	reviews	review	NOUN
futech-481	38	3	of	of	ADP
futech-481	38	4	applications	application	NOUN
futech-481	38	5	of	of	ADP
futech-481	38	6	ai	ai	NOUN
futech-481	38	7	in	in	ADP
futech-481	38	8	school	school	NOUN
futech-481	38	9	settings	setting	NOUN
futech-481	38	10	enumerate	enumerate	VERB
futech-481	38	11	many	many	ADJ
futech-481	38	12	different	different	ADJ
futech-481	38	13	goals	goal	NOUN
futech-481	38	14	,	,	PUNCT
futech-481	38	15	such	such	ADJ
futech-481	38	16	as	as	ADP
futech-481	38	17	intelligent	intelligent	ADJ
futech-481	38	18	tutoring	tutoring	NOUN
futech-481	38	19	systems	system	NOUN
futech-481	38	20	,	,	PUNCT
futech-481	38	21	data	datum	NOUN
futech-481	38	22	mining	mining	NOUN
futech-481	38	23	,	,	PUNCT
futech-481	38	24	and	and	CCONJ
futech-481	38	25	prediction	prediction	NOUN
futech-481	38	26	systems	system	NOUN
futech-481	38	27	[	[	X
futech-481	38	28	9	9	NUM
futech-481	38	29	]	]	PUNCT
futech-481	38	30	.	.	PUNCT
futech-481	39	1	applications	application	NOUN
futech-481	39	2	of	of	ADP
futech-481	39	3	ai	ai	VERB
futech-481	39	4	within	within	ADP
futech-481	39	5	teaching	teaching	NOUN
futech-481	39	6	contexts	context	NOUN
futech-481	39	7	consist	consist	VERB
futech-481	39	8	of	of	ADP
futech-481	39	9	a	a	DET
futech-481	39	10	range	range	NOUN
futech-481	39	11	of	of	ADP
futech-481	39	12	theoretically	theoretically	ADV
futech-481	39	13	-	-	PUNCT
futech-481	39	14	grounded	ground	VERB
futech-481	39	15	lenses	lense	NOUN
futech-481	39	16	that	that	PRON
futech-481	39	17	provide	provide	VERB
futech-481	39	18	insight	insight	NOUN
futech-481	39	19	into	into	ADP
futech-481	39	20	the	the	DET
futech-481	39	21	nuances	nuance	NOUN
futech-481	39	22	of	of	ADP
futech-481	39	23	students	student	NOUN
futech-481	39	24	'	'	PART
futech-481	39	25	interactions	interaction	NOUN
futech-481	39	26	with	with	ADP
futech-481	39	27	intelligent	intelligent	ADJ
futech-481	39	28	agents	agent	NOUN
futech-481	39	29	[	[	X
futech-481	39	30	10	10	NUM
futech-481	39	31	]	]	PUNCT
futech-481	39	32	.	.	PUNCT
futech-481	40	1	a	a	DET
futech-481	40	2	significant	significant	ADJ
futech-481	40	3	gap	gap	NOUN
futech-481	40	4	remains	remain	VERB
futech-481	40	5	between	between	ADP
futech-481	40	6	idealistic	idealistic	ADJ
futech-481	40	7	peer	peer	NOUN
futech-481	40	8	-	-	PUNCT
futech-481	40	9	reviewed	review	VERB
futech-481	40	10	theory	theory	NOUN
futech-481	40	11	and	and	CCONJ
futech-481	40	12	applied	apply	VERB
futech-481	40	13	use	use	NOUN
futech-481	40	14	with	with	ADP
futech-481	40	15	respect	respect	NOUN
futech-481	40	16	to	to	ADP
futech-481	40	17	professional	professional	ADJ
futech-481	40	18	training	training	NOUN
futech-481	40	19	for	for	ADP
futech-481	40	20	instructors	instructor	NOUN
futech-481	40	21	and	and	CCONJ
futech-481	40	22	infrastructural	infrastructural	ADJ
futech-481	40	23	sufficiency	sufficiency	NOUN
futech-481	41	1	[	[	X
futech-481	41	2	11	11	NUM
futech-481	41	3	]	]	PUNCT
futech-481	41	4	.	.	PUNCT
futech-481	42	1	correspondingly	correspondingly	ADV
futech-481	42	2	,	,	PUNCT
futech-481	42	3	guidelines	guideline	NOUN
futech-481	42	4	for	for	ADP
futech-481	42	5	ethical	ethical	ADJ
futech-481	42	6	ai	ai	NOUN
futech-481	42	7	incorporation	incorporation	NOUN
futech-481	42	8	in	in	ADP
futech-481	42	9	school	school	NOUN
futech-481	42	10	environments	environment	NOUN
futech-481	42	11	have	have	AUX
futech-481	42	12	been	be	AUX
futech-481	42	13	codified	codify	VERB
futech-481	42	14	[	[	PUNCT
futech-481	42	15	12	12	NUM
futech-481	42	16	]	]	PUNCT
futech-481	42	17	.	.	PUNCT
futech-481	43	1	the	the	DET
futech-481	43	2	field	field	NOUN
futech-481	43	3	of	of	ADP
futech-481	43	4	learning	learn	VERB
futech-481	43	5	analytics	analytic	NOUN
futech-481	43	6	has	have	AUX
futech-481	43	7	evolved	evolve	VERB
futech-481	43	8	as	as	ADP
futech-481	43	9	an	an	DET
futech-481	43	10	important	important	ADJ
futech-481	43	11	methodology	methodology	NOUN
futech-481	43	12	for	for	ADP
futech-481	43	13	understanding	understanding	NOUN
futech-481	43	14	and	and	CCONJ
futech-481	43	15	improving	improve	VERB
futech-481	43	16	educational	educational	ADJ
futech-481	43	17	outcomes	outcome	NOUN
futech-481	43	18	using	use	VERB
futech-481	43	19	insights	insight	NOUN
futech-481	43	20	based	base	VERB
futech-481	43	21	on	on	ADP
futech-481	43	22	data	datum	NOUN
futech-481	43	23	.	.	PUNCT
futech-481	44	1	systematic	systematic	ADJ
futech-481	44	2	reviews	review	NOUN
futech-481	44	3	depict	depict	VERB
futech-481	44	4	the	the	DET
futech-481	44	5	ability	ability	NOUN
futech-481	44	6	of	of	ADP
futech-481	44	7	learning	learn	VERB
futech-481	44	8	analytics	analytic	NOUN
futech-481	44	9	to	to	PART
futech-481	44	10	enhance	enhance	VERB
futech-481	44	11	learner	learner	NOUN
futech-481	44	12	achievements	achievement	NOUN
futech-481	44	13	through	through	ADP
futech-481	44	14	the	the	DET
futech-481	44	15	support	support	NOUN
futech-481	44	16	of	of	ADP
futech-481	44	17	early	early	ADJ
futech-481	44	18	detection	detection	NOUN
futech-481	44	19	of	of	ADP
futech-481	44	20	struggling	struggle	VERB
futech-481	44	21	students	student	NOUN
futech-481	44	22	and	and	CCONJ
futech-481	44	23	delivery	delivery	NOUN
futech-481	44	24	of	of	ADP
futech-481	44	25	evidenceinformed	evidenceinformed	ADJ
futech-481	44	26	support	support	NOUN
futech-481	44	27	interventions	intervention	NOUN
futech-481	44	28	[	[	X
futech-481	44	29	13	13	NUM
futech-481	44	30	]	]	PUNCT
futech-481	44	31	.	.	PUNCT
futech-481	45	1	the	the	DET
futech-481	45	2	application	application	NOUN
futech-481	45	3	of	of	ADP
futech-481	45	4	data	datum	NOUN
futech-481	45	5	mining	mining	NOUN
futech-481	45	6	techniques	technique	NOUN
futech-481	45	7	in	in	ADP
futech-481	45	8	learning	learn	VERB
futech-481	45	9	environments	environment	NOUN
futech-481	45	10	allows	allow	VERB
futech-481	45	11	predictive	predictive	ADJ
futech-481	45	12	modeling	modeling	NOUN
futech-481	45	13	of	of	ADP
futech-481	45	14	student	student	NOUN
futech-481	45	15	performance	performance	NOUN
futech-481	45	16	,	,	PUNCT
futech-481	45	17	thus	thus	ADV
futech-481	45	18	enabling	enable	VERB
futech-481	45	19	institutions	institution	NOUN
futech-481	45	20	to	to	PART
futech-481	45	21	implement	implement	VERB
futech-481	45	22	anticipatory	anticipatory	ADJ
futech-481	45	23	intervention	intervention	NOUN
futech-481	45	24	strategies	strategy	NOUN
futech-481	45	25	[	[	X
futech-481	45	26	14	14	NUM
futech-481	45	27	]	]	PUNCT
futech-481	45	28	.	.	PUNCT
futech-481	46	1	these	these	DET
futech-481	46	2	analytical	analytical	ADJ
futech-481	46	3	methods	method	NOUN
futech-481	46	4	are	be	AUX
futech-481	46	5	particularly	particularly	ADV
futech-481	46	6	relevant	relevant	ADJ
futech-481	46	7	in	in	ADP
futech-481	46	8	evaluating	evaluate	VERB
futech-481	46	9	the	the	DET
futech-481	46	10	relative	relative	ADJ
futech-481	46	11	effectiveness	effectiveness	NOUN
futech-481	46	12	of	of	ADP
futech-481	46	13	different	different	ADJ
futech-481	46	14	pedagogies	pedagogy	NOUN
futech-481	46	15	and	and	CCONJ
futech-481	46	16	identifying	identify	VERB
futech-481	46	17	the	the	DET
futech-481	46	18	best	good	ADJ
futech-481	46	19	multimodal	multimodal	NOUN
futech-481	46	20	combinations	combination	NOUN
futech-481	46	21	of	of	ADP
futech-481	46	22	online	online	ADJ
futech-481	46	23	and	and	CCONJ
futech-481	46	24	offline	offline	ADJ
futech-481	46	25	learning	learn	VERB
futech-481	46	26	components	component	NOUN
futech-481	46	27	[	[	X
futech-481	46	28	15	15	NUM
futech-481	46	29	]	]	PUNCT
futech-481	46	30	.	.	PUNCT
futech-481	47	1	the	the	DET
futech-481	47	2	pandemic	pandemic	ADJ
futech-481	47	3	experience	experience	NOUN
futech-481	47	4	constituted	constitute	VERB
futech-481	47	5	an	an	DET
futech-481	47	6	unprecedented	unprecedented	ADJ
futech-481	47	7	natural	natural	ADJ
futech-481	47	8	experiment	experiment	NOUN
futech-481	47	9	on	on	ADP
futech-481	47	10	the	the	DET
futech-481	47	11	use	use	NOUN
futech-481	47	12	and	and	CCONJ
futech-481	47	13	deployment	deployment	NOUN
futech-481	47	14	of	of	ADP
futech-481	47	15	teaching	teaching	NOUN
futech-481	47	16	technologies	technology	NOUN
futech-481	47	17	.	.	PUNCT
futech-481	48	1	systematic	systematic	ADJ
futech-481	48	2	surveys	survey	NOUN
futech-481	48	3	of	of	ADP
futech-481	48	4	blended	blended	ADJ
futech-481	48	5	learning	learning	NOUN
futech-481	48	6	experiences	experience	NOUN
futech-481	48	7	over	over	ADP
futech-481	48	8	this	this	DET
futech-481	48	9	period	period	NOUN
futech-481	48	10	show	show	VERB
futech-481	48	11	meaningful	meaningful	ADJ
futech-481	48	12	patterns	pattern	NOUN
futech-481	48	13	,	,	PUNCT
futech-481	48	14	trends	trend	NOUN
futech-481	48	15	,	,	PUNCT
futech-481	48	16	and	and	CCONJ
futech-481	48	17	lingering	linger	VERB
futech-481	48	18	challenges	challenge	NOUN
futech-481	48	19	[	[	X
futech-481	48	20	16	16	NUM
futech-481	48	21	]	]	PUNCT
futech-481	48	22	.	.	PUNCT
futech-481	49	1	an	an	DET
futech-481	49	2	international	international	ADJ
futech-481	49	3	survey	survey	NOUN
futech-481	49	4	on	on	ADP
futech-481	49	5	emergency	emergency	NOUN
futech-481	49	6	distance	distance	NOUN
futech-481	49	7	learning	learning	NOUN
futech-481	49	8	practices	practice	NOUN
futech-481	49	9	underscored	underscore	VERB
futech-481	49	10	variability	variability	NOUN
futech-481	49	11	in	in	ADP
futech-481	49	12	methods	method	NOUN
futech-481	49	13	and	and	CCONJ
futech-481	49	14	accomplishments	accomplishment	NOUN
futech-481	49	15	across	across	ADP
futech-481	49	16	different	different	ADJ
futech-481	49	17	institutional	institutional	ADJ
futech-481	49	18	settings	setting	NOUN
futech-481	49	19	[	[	X
futech-481	49	20	17	17	NUM
futech-481	49	21	]	]	PUNCT
futech-481	49	22	.	.	PUNCT
futech-481	50	1	both	both	PRON
futech-481	50	2	analyses	analyse	VERB
futech-481	50	3	stress	stress	VERB
futech-481	50	4	the	the	DET
futech-481	50	5	importance	importance	NOUN
futech-481	50	6	of	of	ADP
futech-481	50	7	differentiating	differentiate	VERB
futech-481	50	8	between	between	ADP
futech-481	50	9	emergency	emergency	NOUN
futech-481	50	10	interventions	intervention	NOUN
futech-481	50	11	and	and	CCONJ
futech-481	50	12	sustained	sustain	VERB
futech-481	50	13	educational	educational	ADJ
futech-481	50	14	strategies	strategy	NOUN
futech-481	50	15	,	,	PUNCT
futech-481	50	16	highlighting	highlight	VERB
futech-481	50	17	the	the	DET
futech-481	50	18	fact	fact	NOUN
futech-481	50	19	that	that	SCONJ
futech-481	50	20	quality	quality	NOUN
futech-481	50	21	online	online	ADJ
futech-481	50	22	teaching	teaching	NOUN
futech-481	50	23	requires	require	VERB
futech-481	50	24	careful	careful	ADJ
futech-481	50	25	planning	planning	NOUN
futech-481	50	26	and	and	CCONJ
futech-481	50	27	reflective	reflective	ADJ
futech-481	50	28	pedagogy	pedagogy	NOUN
futech-481	50	29	[	[	X
futech-481	50	30	18	18	NUM
futech-481	50	31	]	]	PUNCT
futech-481	50	32	.	.	PUNCT
futech-481	51	1	current	current	ADJ
futech-481	51	2	developments	development	NOUN
futech-481	51	3	in	in	ADP
futech-481	51	4	educational	educational	ADJ
futech-481	51	5	technology	technology	NOUN
futech-481	51	6	emphasize	emphasize	VERB
futech-481	51	7	the	the	DET
futech-481	51	8	need	need	NOUN
futech-481	51	9	to	to	PART
futech-481	51	10	build	build	VERB
futech-481	51	11	complex	complex	ADJ
futech-481	51	12	platforms	platform	NOUN
futech-481	51	13	that	that	PRON
futech-481	51	14	enable	enable	VERB
futech-481	51	15	holistic	holistic	ADJ
futech-481	51	16	learning	learning	NOUN
futech-481	51	17	experiences	experience	NOUN
futech-481	51	18	.	.	PUNCT
futech-481	52	1	the	the	DET
futech-481	52	2	initiative	initiative	NOUN
futech-481	52	3	of	of	ADP
futech-481	52	4	digital	digital	ADJ
futech-481	52	5	transformation	transformation	NOUN
futech-481	52	6	brings	bring	VERB
futech-481	52	7	up	up	ADP
futech-481	52	8	the	the	DET
futech-481	52	9	importance	importance	NOUN
futech-481	52	10	of	of	ADP
futech-481	52	11	convergence	convergence	NOUN
futech-481	52	12	of	of	ADP
futech-481	52	13	academic	academic	ADJ
futech-481	52	14	education	education	NOUN
futech-481	52	15	,	,	PUNCT
futech-481	52	16	with	with	ADP
futech-481	52	17	an	an	DET
futech-481	52	18	applied	applied	ADJ
futech-481	52	19	focus	focus	NOUN
futech-481	52	20	on	on	ADP
futech-481	52	21	practical	practical	ADJ
futech-481	52	22	use	use	NOUN
futech-481	52	23	that	that	PRON
futech-481	52	24	stimulates	stimulate	VERB
futech-481	52	25	innovation	innovation	NOUN
futech-481	52	26	,	,	PUNCT
futech-481	52	27	for	for	ADP
futech-481	52	28	the	the	DET
futech-481	52	29	formation	formation	NOUN
futech-481	52	30	of	of	ADP
futech-481	52	31	new	new	ADJ
futech-481	52	32	platforms	platform	NOUN
futech-481	52	33	[	[	X
futech-481	52	34	19	19	NUM
futech-481	52	35	]	]	PUNCT
futech-481	52	36	.	.	PUNCT
futech-481	53	1	the	the	DET
futech-481	53	2	integration	integration	NOUN
futech-481	53	3	of	of	ADP
futech-481	53	4	sustainability	sustainability	NOUN
futech-481	53	5	aspects	aspect	NOUN
futech-481	53	6	in	in	ADP
futech-481	53	7	blended	blended	ADJ
futech-481	53	8	teaching	teaching	NOUN
futech-481	53	9	represents	represent	VERB
futech-481	53	10	an	an	DET
futech-481	53	11	effort	effort	NOUN
futech-481	53	12	to	to	PART
futech-481	53	13	address	address	VERB
futech-481	53	14	the	the	DET
futech-481	53	15	difficulties	difficulty	NOUN
futech-481	53	16	of	of	ADP
futech-481	53	17	developing	develop	VERB
futech-481	53	18	educational	educational	ADJ
futech-481	53	19	infrastructure	infrastructure	NOUN
futech-481	53	20	technologies	technology	NOUN
futech-481	53	21	that	that	PRON
futech-481	53	22	are	be	AUX
futech-481	53	23	technologically	technologically	ADV
futech-481	53	24	motivated	motivated	ADJ
futech-481	53	25	,	,	PUNCT
futech-481	53	26	pedagogically	pedagogically	ADV
futech-481	53	27	justified	justify	VERB
futech-481	53	28	,	,	PUNCT
futech-481	53	29	and	and	CCONJ
futech-481	53	30	ecologically	ecologically	ADV
futech-481	53	31	informed	inform	VERB
futech-481	53	32	[	[	X
futech-481	53	33	20	20	NUM
futech-481	53	34	]	]	PUNCT
futech-481	53	35	.	.	PUNCT
futech-481	54	1	the	the	DET
futech-481	54	2	tenets	tenet	NOUN
futech-481	54	3	propose	propose	VERB
futech-481	54	4	that	that	SCONJ
futech-481	54	5	successful	successful	ADJ
futech-481	54	6	educational	educational	ADJ
futech-481	54	7	technology	technology	NOUN
futech-481	54	8	must	must	AUX
futech-481	54	9	maintain	maintain	VERB
futech-481	54	10	a	a	DET
futech-481	54	11	delicate	delicate	ADJ
futech-481	54	12	equilibrium	equilibrium	NOUN
futech-481	54	13	between	between	ADP
futech-481	54	14	innovation	innovation	NOUN
futech-481	54	15	,	,	PUNCT
futech-481	54	16	access	access	NOUN
futech-481	54	17	,	,	PUNCT
futech-481	54	18	equity	equity	NOUN
futech-481	54	19	,	,	PUNCT
futech-481	54	20	and	and	CCONJ
futech-481	54	21	pedagogical	pedagogical	ADJ
futech-481	54	22	soundness	soundness	NOUN
futech-481	54	23	.	.	PUNCT
futech-481	55	1	the	the	DET
futech-481	55	2	introduction	introduction	NOUN
futech-481	55	3	of	of	ADP
futech-481	55	4	complex	complex	ADJ
futech-481	55	5	ai	ai	NOUN
futech-481	55	6	-	-	PUNCT
futech-481	55	7	based	base	VERB
futech-481	55	8	applications	application	NOUN
futech-481	55	9	in	in	ADP
futech-481	55	10	the	the	DET
futech-481	55	11	education	education	NOUN
futech-481	55	12	field	field	NOUN
futech-481	55	13	also	also	ADV
futech-481	55	14	involves	involve	VERB
futech-481	55	15	smart	smart	ADJ
futech-481	55	16	tutoring	tutoring	NOUN
futech-481	55	17	systems	system	NOUN
futech-481	55	18	(	(	PUNCT
futech-481	55	19	sts	st	NOUN
futech-481	55	20	)	)	PUNCT
futech-481	55	21	that	that	PRON
futech-481	55	22	aim	aim	VERB
futech-481	55	23	to	to	PART
futech-481	55	24	deliver	deliver	VERB
futech-481	55	25	instruction	instruction	NOUN
futech-481	55	26	personalized	personalize	VERB
futech-481	55	27	to	to	ADP
futech-481	55	28	the	the	DET
futech-481	55	29	individuals	individual	NOUN
futech-481	55	30	'	'	PART
futech-481	55	31	varying	vary	VERB
futech-481	55	32	conditions	condition	NOUN
futech-481	55	33	and	and	CCONJ
futech-481	55	34	developmental	developmental	ADJ
futech-481	55	35	processes	process	NOUN
futech-481	55	36	[	[	X
futech-481	55	37	21	21	NUM
futech-481	55	38	]	]	PUNCT
futech-481	55	39	.	.	PUNCT
futech-481	56	1	in	in	ADP
futech-481	56	2	theory	theory	NOUN
futech-481	56	3	,	,	PUNCT
futech-481	56	4	the	the	DET
futech-481	56	5	introduction	introduction	NOUN
futech-481	56	6	of	of	ADP
futech-481	56	7	advanced	advanced	ADJ
futech-481	56	8	techniques	technique	NOUN
futech-481	56	9	such	such	ADJ
futech-481	56	10	as	as	ADP
futech-481	56	11	graph	graph	NOUN
futech-481	56	12	knowledge	knowledge	NOUN
futech-481	56	13	and	and	CCONJ
futech-481	56	14	graph	graph	NOUN
futech-481	56	15	convolution	convolution	NOUN
futech-481	56	16	networks	network	NOUN
futech-481	56	17	could	could	AUX
futech-481	56	18	make	make	VERB
futech-481	56	19	it	it	PRON
futech-481	56	20	possible	possible	ADJ
futech-481	56	21	to	to	PART
futech-481	56	22	dynamically	dynamically	ADV
futech-481	56	23	adapt	adapt	VERB
futech-481	56	24	even	even	ADV
futech-481	56	25	a	a	DET
futech-481	56	26	complex	complex	ADJ
futech-481	56	27	sequence	sequence	NOUN
futech-481	56	28	of	of	ADP
futech-481	56	29	learning	learn	VERB
futech-481	56	30	events	event	NOUN
futech-481	56	31	(	(	PUNCT
futech-481	56	32	with	with	ADP
futech-481	56	33	varying	vary	VERB
futech-481	56	34	content	content	NOUN
futech-481	56	35	,	,	PUNCT
futech-481	56	36	sequence	sequence	NOUN
futech-481	56	37	,	,	PUNCT
futech-481	56	38	and	and	CCONJ
futech-481	56	39	time	time	NOUN
futech-481	56	40	scheduling	scheduling	NOUN
futech-481	56	41	)	)	PUNCT
futech-481	56	42	to	to	ADP
futech-481	56	43	each	each	DET
futech-481	56	44	student	student	NOUN
futech-481	56	45	’s	’s	PART
futech-481	56	46	unique	unique	ADJ
futech-481	56	47	profile	profile	NOUN
futech-481	56	48	[	[	X
futech-481	56	49	22	22	NUM
futech-481	56	50	]	]	PUNCT
futech-481	56	51	.	.	PUNCT
futech-481	57	1	the	the	DET
futech-481	57	2	successful	successful	ADJ
futech-481	57	3	implementation	implementation	NOUN
futech-481	57	4	of	of	ADP
futech-481	57	5	these	these	DET
futech-481	57	6	advanced	advanced	ADJ
futech-481	57	7	systems	system	NOUN
futech-481	57	8	is	be	AUX
futech-481	57	9	likely	likely	ADJ
futech-481	57	10	to	to	PART
futech-481	57	11	accommodate	accommodate	VERB
futech-481	57	12	student	student	NOUN
futech-481	57	13	diversity	diversity	NOUN
futech-481	57	14	while	while	SCONJ
futech-481	57	15	maintaining	maintain	VERB
futech-481	57	16	the	the	DET
futech-481	57	17	quality	quality	NOUN
futech-481	57	18	and	and	CCONJ
futech-481	57	19	rigour	rigour	NOUN
futech-481	57	20	of	of	ADP
futech-481	57	21	academics	academic	NOUN
futech-481	57	22	.	.	PUNCT
futech-481	58	1	introduction	introduction	NOUN
futech-481	58	2	of	of	ADP
futech-481	58	3	these	these	DET
futech-481	58	4	complex	complex	ADJ
futech-481	58	5	systems	system	NOUN
futech-481	58	6	must	must	AUX
futech-481	58	7	be	be	AUX
futech-481	58	8	conducted	conduct	VERB
futech-481	58	9	with	with	ADP
futech-481	58	10	sensitivity	sensitivity	NOUN
futech-481	58	11	to	to	ADP
futech-481	58	12	issues	issue	NOUN
futech-481	58	13	of	of	ADP
futech-481	58	14	technical	technical	ADJ
futech-481	58	15	support	support	NOUN
futech-481	58	16	,	,	PUNCT
futech-481	58	17	development	development	NOUN
futech-481	58	18	of	of	ADP
futech-481	58	19	professional	professional	ADJ
futech-481	58	20	expertise	expertise	NOUN
futech-481	58	21	of	of	ADP
futech-481	58	22	the	the	DET
futech-481	58	23	educators	educator	NOUN
futech-481	58	24	,	,	PUNCT
futech-481	58	25	and	and	CCONJ
futech-481	58	26	student	student	NOUN
futech-481	58	27	preparedness	preparedness	NOUN
futech-481	58	28	.	.	PUNCT
futech-481	59	1	the	the	DET
futech-481	59	2	rapid	rapid	ADJ
futech-481	59	3	proliferation	proliferation	NOUN
futech-481	59	4	of	of	ADP
futech-481	59	5	blended	blended	ADJ
futech-481	59	6	learning	learning	NOUN
futech-481	59	7	environments	environment	NOUN
futech-481	59	8	and	and	CCONJ
futech-481	59	9	aipowered	aipowere	VERB
futech-481	59	10	educational	educational	ADJ
futech-481	59	11	technologies	technology	NOUN
futech-481	59	12	has	have	AUX
futech-481	59	13	created	create	VERB
futech-481	59	14	a	a	DET
futech-481	59	15	paradoxical	paradoxical	ADJ
futech-481	59	16	situation	situation	NOUN
futech-481	59	17	where	where	SCONJ
futech-481	59	18	technological	technological	ADJ
futech-481	59	19	capabilities	capability	NOUN
futech-481	59	20	far	far	ADV
futech-481	59	21	exceed	exceed	VERB
futech-481	59	22	our	our	PRON
futech-481	59	23	empirical	empirical	ADJ
futech-481	59	24	understanding	understanding	NOUN
futech-481	59	25	of	of	ADP
futech-481	59	26	their	their	PRON
futech-481	59	27	optimal	optimal	ADJ
futech-481	59	28	implementation	implementation	NOUN
futech-481	59	29	.	.	PUNCT
futech-481	60	1	while	while	SCONJ
futech-481	60	2	existing	exist	VERB
futech-481	60	3	literature	literature	NOUN
futech-481	60	4	demonstrates	demonstrate	VERB
futech-481	60	5	the	the	DET
futech-481	60	6	potential	potential	ADJ
futech-481	60	7	benefits	benefit	NOUN
futech-481	60	8	of	of	ADP
futech-481	60	9	both	both	DET
futech-481	60	10	blended	blended	ADJ
futech-481	60	11	learning	learning	NOUN
futech-481	60	12	and	and	CCONJ
futech-481	60	13	ai	ai	VERB
futech-481	60	14	analytics	analytic	NOUN
futech-481	60	15	separately	separately	ADV
futech-481	60	16	,	,	PUNCT
futech-481	60	17	there	there	PRON
futech-481	60	18	remains	remain	VERB
futech-481	60	19	a	a	DET
futech-481	60	20	critical	critical	ADJ
futech-481	60	21	absence	absence	NOUN
futech-481	60	22	of	of	ADP
futech-481	60	23	comprehensive	comprehensive	ADJ
futech-481	60	24	frameworks	framework	NOUN
futech-481	60	25	that	that	PRON
futech-481	60	26	guide	guide	VERB
futech-481	60	27	their	their	PRON
futech-481	60	28	synergistic	synergistic	ADJ
futech-481	60	29	integration	integration	NOUN
futech-481	60	30	.	.	PUNCT
futech-481	61	1	educational	educational	ADJ
futech-481	61	2	institutions	institution	NOUN
futech-481	61	3	currently	currently	ADV
futech-481	61	4	lack	lack	VERB
futech-481	61	5	evidence	evidence	NOUN
futech-481	61	6	-	-	PUNCT
futech-481	61	7	based	base	VERB
futech-481	61	8	models	model	NOUN
futech-481	61	9	for	for	ADP
futech-481	61	10	determining	determine	VERB
futech-481	61	11	predictive	predictive	ADJ
futech-481	61	12	features	feature	NOUN
futech-481	61	13	and	and	CCONJ
futech-481	61	14	patterns	pattern	NOUN
futech-481	61	15	.	.	PUNCT
futech-481	62	1	this	this	DET
futech-481	62	2	gap	gap	NOUN
futech-481	62	3	results	result	VERB
futech-481	62	4	in	in	ADP
futech-481	62	5	technology	technology	NOUN
futech-481	62	6	implementations	implementation	NOUN
futech-481	62	7	that	that	PRON
futech-481	62	8	often	often	ADV
futech-481	62	9	fail	fail	VERB
futech-481	62	10	to	to	PART
futech-481	62	11	achieve	achieve	VERB
futech-481	62	12	pedagogical	pedagogical	ADJ
futech-481	62	13	outcomes	outcome	NOUN
futech-481	62	14	.	.	PUNCT
futech-481	63	1	furthermore	furthermore	ADV
futech-481	63	2	,	,	PUNCT
futech-481	63	3	although	although	SCONJ
futech-481	63	4	ai	ai	NOUN
futech-481	63	5	systems	system	NOUN
futech-481	63	6	can	can	AUX
futech-481	63	7	generate	generate	VERB
futech-481	63	8	vast	vast	ADJ
futech-481	63	9	amounts	amount	NOUN
futech-481	63	10	of	of	ADP
futech-481	63	11	learning	learn	VERB
futech-481	63	12	analytics	analytic	NOUN
futech-481	63	13	data	datum	NOUN
futech-481	63	14	,	,	PUNCT
futech-481	63	15	the	the	DET
futech-481	63	16	translation	translation	NOUN
futech-481	63	17	of	of	ADP
futech-481	63	18	these	these	DET
futech-481	63	19	insights	insight	NOUN
futech-481	63	20	into	into	ADP
futech-481	63	21	timely	timely	ADJ
futech-481	63	22	and	and	CCONJ
futech-481	63	23	effective	effective	ADJ
futech-481	63	24	interventions	intervention	NOUN
futech-481	63	25	remains	remain	VERB
futech-481	63	26	largely	largely	ADV
futech-481	63	27	unexplored	unexplored	ADJ
futech-481	63	28	in	in	ADP
futech-481	63	29	empirical	empirical	ADJ
futech-481	63	30	research	research	NOUN
futech-481	63	31	.	.	PUNCT
futech-481	64	1	this	this	DET
futech-481	64	2	gap	gap	NOUN
futech-481	64	3	between	between	ADP
futech-481	64	4	theoretical	theoretical	ADJ
futech-481	64	5	potential	potential	ADJ
futech-481	64	6	and	and	CCONJ
futech-481	64	7	practical	practical	ADJ
futech-481	64	8	application	application	NOUN
futech-481	64	9	is	be	AUX
futech-481	64	10	particularly	particularly	ADV
futech-481	64	11	pronounced	pronounce	VERB
futech-481	64	12	in	in	ADP
futech-481	64	13	determining	determine	VERB
futech-481	64	14	the	the	DET
futech-481	64	15	optimal	optimal	ADJ
futech-481	64	16	balance	balance	NOUN
futech-481	64	17	between	between	ADP
futech-481	64	18	technological	technological	ADJ
futech-481	64	19	automation	automation	NOUN
futech-481	64	20	and	and	CCONJ
futech-481	64	21	human	human	NOUN
futech-481	64	22	-	-	PUNCT
futech-481	64	23	centered	center	VERB
futech-481	64	24	pedagogical	pedagogical	ADJ
futech-481	64	25	principles	principle	NOUN
futech-481	64	26	.	.	PUNCT
futech-481	65	1	without	without	ADP
futech-481	65	2	validated	validated	ADJ
futech-481	65	3	frameworks	framework	NOUN
futech-481	65	4	that	that	PRON
futech-481	65	5	address	address	VERB
futech-481	65	6	these	these	DET
futech-481	65	7	interconnected	interconnected	ADJ
futech-481	65	8	challenges	challenge	NOUN
futech-481	65	9	,	,	PUNCT
futech-481	65	10	institutions	institution	NOUN
futech-481	65	11	risk	risk	NOUN
futech-481	65	12	adopting	adopt	VERB
futech-481	65	13	technology	technology	NOUN
futech-481	65	14	-	-	PUNCT
futech-481	65	15	driven	drive	VERB
futech-481	65	16	solutions	solution	NOUN
futech-481	65	17	that	that	PRON
futech-481	65	18	may	may	AUX
futech-481	65	19	inadvertently	inadvertently	ADV
futech-481	65	20	compromise	compromise	VERB
futech-481	65	21	educational	educational	ADJ
futech-481	65	22	quality	quality	NOUN
futech-481	65	23	or	or	CCONJ
futech-481	65	24	exacerbate	exacerbate	VERB
futech-481	65	25	existing	exist	VERB
futech-481	65	26	inequalities	inequality	NOUN
futech-481	65	27	in	in	ADP
futech-481	65	28	student	student	NOUN
futech-481	65	29	engagement	engagement	NOUN
futech-481	65	30	and	and	CCONJ
futech-481	65	31	achievement	achievement	NOUN
futech-481	65	32	.	.	PUNCT
futech-481	66	1	despite	despite	SCONJ
futech-481	66	2	the	the	DET
futech-481	66	3	substantial	substantial	ADJ
futech-481	66	4	advances	advance	NOUN
futech-481	66	5	,	,	PUNCT
futech-481	66	6	there	there	PRON
futech-481	66	7	are	be	VERB
futech-481	66	8	challenges	challenge	NOUN
futech-481	66	9	in	in	ADP
futech-481	66	10	effectively	effectively	ADV
futech-481	66	11	maximizing	maximize	VERB
futech-481	66	12	hybrid	hybrid	ADJ
futech-481	66	13	teaching	teaching	NOUN
futech-481	66	14	environments	environment	NOUN
futech-481	66	15	in	in	ADP
futech-481	66	16	different	different	ADJ
futech-481	66	17	teaching	teaching	NOUN
futech-481	66	18	scenarios	scenario	NOUN
futech-481	66	19	.	.	PUNCT
futech-481	67	1	outstanding	outstanding	ADJ
futech-481	67	2	questions	question	NOUN
futech-481	67	3	include	include	VERB
futech-481	67	4	successful	successful	ADJ
futech-481	67	5	ai	ai	ADJ
futech-481	67	6	-	-	PUNCT
futech-481	67	7	driven	drive	VERB
futech-481	67	8	analytics	analytic	NOUN
futech-481	67	9	incorporation	incorporation	NOUN
futech-481	67	10	and	and	CCONJ
futech-481	67	11	ensuring	ensure	VERB
futech-481	67	12	academic	academic	ADJ
futech-481	67	13	integrity	integrity	NOUN
futech-481	67	14	in	in	ADP
futech-481	67	15	a	a	DET
futech-481	67	16	human	human	NOUN
futech-481	67	17	-	-	PUNCT
futech-481	67	18	centered	center	VERB
futech-481	67	19	approach	approach	NOUN
futech-481	67	20	to	to	ADP
futech-481	67	21	education	education	NOUN
futech-481	67	22	.	.	PUNCT
futech-481	68	1	it	it	PRON
futech-481	68	2	is	be	AUX
futech-481	68	3	important	important	ADJ
futech-481	68	4	to	to	PART
futech-481	68	5	find	find	VERB
futech-481	68	6	a	a	DET
futech-481	68	7	fine	fine	ADJ
futech-481	68	8	line	line	NOUN
futech-481	68	9	between	between	ADP
futech-481	68	10	exploiting	exploit	VERB
futech-481	68	11	technological	technological	ADJ
futech-481	68	12	advancements	advancement	NOUN
futech-481	68	13	and	and	CCONJ
futech-481	68	14	preserving	preserve	VERB
futech-481	68	15	the	the	DET
futech-481	68	16	very	very	ADV
futech-481	68	17	human	human	ADJ
futech-481	68	18	dimensions	dimension	NOUN
futech-481	68	19	of	of	ADP
futech-481	68	20	teaching	teaching	NOUN
futech-481	68	21	.	.	PUNCT
futech-481	69	1	consequently	consequently	ADV
futech-481	69	2	,	,	PUNCT
futech-481	69	3	further	further	ADJ
futech-481	69	4	investigation	investigation	NOUN
futech-481	69	5	and	and	CCONJ
futech-481	69	6	strategic	strategic	ADJ
futech-481	69	7	application	application	NOUN
futech-481	69	8	are	be	AUX
futech-481	69	9	warranted	warrant	VERB
futech-481	69	10	.	.	PUNCT
futech-481	70	1	this	this	DET
futech-481	70	2	study	study	NOUN
futech-481	70	3	considers	consider	VERB
futech-481	70	4	emerging	emerge	VERB
futech-481	70	5	challenges	challenge	NOUN
futech-481	70	6	in	in	ADP
futech-481	70	7	the	the	DET
futech-481	70	8	form	form	NOUN
futech-481	70	9	of	of	ADP
futech-481	70	10	an	an	DET
futech-481	70	11	empirical	empirical	ADJ
futech-481	70	12	model	model	NOUN
futech-481	70	13	for	for	ADP
futech-481	70	14	integrating	integrate	VERB
futech-481	70	15	ai	ai	VERB
futech-481	70	16	-	-	PUNCT
futech-481	70	17	informed	inform	VERB
futech-481	70	18	analytics	analytic	NOUN
futech-481	70	19	into	into	ADP
futech-481	70	20	blended	blended	ADJ
futech-481	70	21	learning	learning	NOUN
futech-481	70	22	in	in	ADP
futech-481	70	23	web	web	NOUN
futech-481	70	24	-	-	PUNCT
futech-481	70	25	based	base	VERB
futech-481	70	26	teaching	teaching	NOUN
futech-481	70	27	.	.	PUNCT
futech-481	71	1	the	the	DET
futech-481	71	2	principal	principal	ADJ
futech-481	71	3	research	research	NOUN
futech-481	71	4	question	question	NOUN
futech-481	71	5	seeks	seek	VERB
futech-481	71	6	to	to	PART
futech-481	71	7	explore	explore	VERB
futech-481	71	8	how	how	SCONJ
futech-481	71	9	online	online	ADJ
futech-481	71	10	teaching	teaching	NOUN
futech-481	71	11	systems	system	NOUN
futech-481	71	12	may	may	AUX
futech-481	71	13	be	be	AUX
futech-481	71	14	complemented	complement	VERB
futech-481	71	15	to	to	PART
futech-481	71	16	enhance	enhance	VERB
futech-481	71	17	blended	blend	VERB
futech-481	71	18	teaching	teaching	NOUN
futech-481	71	19	practices	practice	NOUN
futech-481	71	20	.	.	PUNCT
futech-481	72	1	this	this	DET
futech-481	72	2	line	line	NOUN
futech-481	72	3	of	of	ADP
futech-481	72	4	research	research	NOUN
futech-481	72	5	involves	involve	VERB
futech-481	72	6	monitoring	monitor	VERB
futech-481	72	7	student	student	NOUN
futech-481	72	8	interactions	interaction	NOUN
futech-481	72	9	under	under	ADP
futech-481	72	10	the	the	DET
futech-481	72	11	facade	facade	NOUN
futech-481	72	12	of	of	ADP
futech-481	72	13	teaching	teaching	NOUN
futech-481	72	14	simulation	simulation	NOUN
futech-481	72	15	,	,	PUNCT
futech-481	72	16	identifying	identify	VERB
futech-481	72	17	the	the	DET
futech-481	72	18	factors	factor	NOUN
futech-481	72	19	that	that	PRON
futech-481	72	20	influence	influence	AUX
futech-481	72	21	learning	learn	VERB
futech-481	72	22	efficacy	efficacy	NOUN
futech-481	72	23	,	,	PUNCT
futech-481	72	24	developing	develop	VERB
futech-481	72	25	better	well	ADJ
futech-481	72	26	data	data	NOUN
futech-481	72	27	-	-	PUNCT
futech-481	72	28	driven	drive	VERB
futech-481	72	29	teaching	teaching	NOUN
futech-481	72	30	strategies	strategy	NOUN
futech-481	72	31	,	,	PUNCT
futech-481	72	32	and	and	CCONJ
futech-481	72	33	ensuring	ensure	VERB
futech-481	72	34	data	datum	NOUN
futech-481	72	35	processing	processing	NOUN
futech-481	72	36	for	for	ADP
futech-481	72	37	analysis	analysis	NOUN
futech-481	72	38	.	.	PUNCT
futech-481	73	1	this	this	DET
futech-481	73	2	research	research	NOUN
futech-481	73	3	focuses	focus	VERB
futech-481	73	4	on	on	ADP
futech-481	73	5	platform	platform	NOUN
futech-481	73	6	usage	usage	NOUN
futech-481	73	7	patterns	pattern	NOUN
futech-481	73	8	,	,	PUNCT
futech-481	73	9	examines	examine	VERB
futech-481	73	10	the	the	DET
futech-481	73	11	success	success	NOUN
futech-481	73	12	of	of	ADP
futech-481	73	13	the	the	DET
futech-481	73	14	blended	blended	ADJ
futech-481	73	15	learning	learning	NOUN
futech-481	73	16	strategy	strategy	NOUN
futech-481	73	17	,	,	PUNCT
futech-481	73	18	identifies	identify	VERB
futech-481	73	19	the	the	DET
futech-481	73	20	critical	critical	ADJ
futech-481	73	21	success	success	NOUN
futech-481	73	22	factors	factor	NOUN
futech-481	73	23	,	,	PUNCT
futech-481	73	24	and	and	CCONJ
futech-481	73	25	proposes	propose	VERB
futech-481	73	26	optimization	optimization	NOUN
futech-481	73	27	procedures	procedure	NOUN
futech-481	73	28	.	.	PUNCT
futech-481	74	1	this	this	DET
futech-481	74	2	work	work	NOUN
futech-481	74	3	is	be	AUX
futech-481	74	4	valuable	valuable	ADJ
futech-481	74	5	in	in	SCONJ
futech-481	74	6	that	that	SCONJ
futech-481	74	7	it	it	PRON
futech-481	74	8	can	can	AUX
futech-481	74	9	be	be	AUX
futech-481	74	10	used	use	VERB
futech-481	74	11	both	both	CCONJ
futech-481	74	12	for	for	ADP
futech-481	74	13	the	the	DET
futech-481	74	14	advancement	advancement	NOUN
futech-481	74	15	of	of	ADP
futech-481	74	16	theories	theory	NOUN
futech-481	74	17	and	and	CCONJ
futech-481	74	18	for	for	ADP
futech-481	74	19	practicality	practicality	NOUN
futech-481	74	20	by	by	ADP
futech-481	74	21	experts	expert	NOUN
futech-481	74	22	.	.	PUNCT
futech-481	75	1	by	by	ADP
futech-481	75	2	articulating	articulate	VERB
futech-481	75	3	this	this	DET
futech-481	75	4	coherent	coherent	ADJ
futech-481	75	5	framework	framework	NOUN
futech-481	75	6	that	that	PRON
futech-481	75	7	connects	connect	VERB
futech-481	75	8	well	well	ADV
futech-481	75	9	-	-	PUNCT
futech-481	75	10	established	establish	VERB
futech-481	75	11	,	,	PUNCT
futech-481	75	12	theory	theory	NOUN
futech-481	75	13	-	-	PUNCT
futech-481	75	14	based	base	VERB
futech-481	75	15	principles	principle	NOUN
futech-481	75	16	with	with	ADP
futech-481	75	17	cutting	cut	VERB
futech-481	75	18	-	-	PUNCT
futech-481	75	19	edge	edge	NOUN
futech-481	75	20	technological	technological	ADJ
futech-481	75	21	advances	advance	NOUN
futech-481	75	22	,	,	PUNCT
futech-481	75	23	we	we	PRON
futech-481	75	24	attempt	attempt	VERB
futech-481	75	25	to	to	PART
futech-481	75	26	marry	marry	VERB
futech-481	75	27	innovative	innovative	ADJ
futech-481	75	28	potential	potential	NOUN
futech-481	75	29	to	to	PART
futech-481	75	30	curriculum	curriculum	VERB
futech-481	75	31	development	development	NOUN
futech-481	75	32	.	.	PUNCT
futech-481	76	1	the	the	DET
futech-481	76	2	ramifications	ramification	NOUN
futech-481	76	3	of	of	ADP
futech-481	76	4	these	these	DET
futech-481	76	5	applications	application	NOUN
futech-481	76	6	are	be	AUX
futech-481	76	7	many	many	ADJ
futech-481	76	8	and	and	CCONJ
futech-481	76	9	diverse	diverse	ADJ
futech-481	76	10	,	,	PUNCT
futech-481	76	11	including	include	VERB
futech-481	76	12	implications	implication	NOUN
futech-481	76	13	for	for	ADP
futech-481	76	14	educational	educational	ADJ
futech-481	76	15	institutional	institutional	ADJ
futech-481	76	16	policy	policy	NOUN
futech-481	76	17	,	,	PUNCT
futech-481	76	18	implications	implication	NOUN
futech-481	76	19	for	for	ADP
futech-481	76	20	how	how	SCONJ
futech-481	76	21	we	we	PRON
futech-481	76	22	teach	teach	VERB
futech-481	76	23	our	our	PRON
futech-481	76	24	faculty	faculty	NOUN
futech-481	76	25	,	,	PUNCT
futech-481	76	26	implications	implication	NOUN
futech-481	76	27	for	for	ADP
futech-481	76	28	curricular	curricular	ADJ
futech-481	76	29	development	development	NOUN
futech-481	76	30	,	,	PUNCT
futech-481	76	31	and	and	CCONJ
futech-481	76	32	the	the	DET
futech-481	76	33	infrastructure	infrastructure	NOUN
futech-481	76	34	of	of	ADP
futech-481	76	35	technology	technology	NOUN
futech-481	76	36	and	and	CCONJ
futech-481	76	37	teaching	teaching	NOUN
futech-481	76	38	.	.	PUNCT
futech-481	77	1	it	it	PRON
futech-481	77	2	also	also	ADV
futech-481	77	3	moves	move	VERB
futech-481	77	4	the	the	DET
futech-481	77	5	conversation	conversation	NOUN
futech-481	77	6	on	on	ADP
futech-481	77	7	ai	ai	ADJ
futech-481	77	8	-	-	PUNCT
futech-481	77	9	augmented	augment	VERB
futech-481	77	10	instruction	instruction	NOUN
futech-481	77	11	forward	forward	ADV
futech-481	77	12	by	by	ADP
futech-481	77	13	offering	offer	VERB
futech-481	77	14	concrete	concrete	ADJ
futech-481	77	15	suggestions	suggestion	NOUN
futech-481	77	16	to	to	ADP
futech-481	77	17	instructors	instructor	NOUN
futech-481	77	18	,	,	PUNCT
futech-481	77	19	curriculum	curriculum	NOUN
futech-481	77	20	developers	developer	NOUN
futech-481	77	21	,	,	PUNCT
futech-481	77	22	and	and	CCONJ
futech-481	77	23	technologists	technologist	NOUN
futech-481	77	24	for	for	ADP
futech-481	77	25	increasing	increase	VERB
futech-481	77	26	the	the	DET
futech-481	77	27	effectiveness	effectiveness	NOUN
futech-481	77	28	of	of	ADP
futech-481	77	29	academic	academic	ADJ
futech-481	77	30	environments	environment	NOUN
futech-481	77	31	.	.	PUNCT
futech-481	78	1	f.	f.	PROPN
futech-481	78	2	zhang	zhang	PROPN
futech-481	78	3	et	et	PROPN
futech-481	78	4	al	al	PROPN
futech-481	78	5	.	.	PROPN
futech-481	78	6	/future	/future	PUNCT
futech-481	78	7	technology	technology	PROPN
futech-481	78	8	november	november	PROPN
futech-481	78	9	2025|	2025|	NUM
futech-481	78	10	volume	volume	NOUN
futech-481	78	11	04	04	NUM
futech-481	79	1	|	|	ADV
futech-481	79	2	issue	issue	VERB
futech-481	79	3	04	04	NUM
futech-481	80	1	|	|	CCONJ
futech-481	80	2	pages	page	VERB
futech-481	80	3	173	173	NUM
futech-481	80	4	-	-	SYM
futech-481	80	5	184	184	NUM
futech-481	80	6	175	175	NUM
futech-481	80	7	2	2	NUM
futech-481	80	8	.	.	PUNCT
futech-481	80	9	theoretical	theoretical	ADJ
futech-481	80	10	framework	framework	NOUN
futech-481	80	11	and	and	CCONJ
futech-481	80	12	research	research	NOUN
futech-481	80	13	hypotheses	hypothesis	NOUN
futech-481	80	14	2.1	2.1	NUM
futech-481	80	15	core	core	NOUN
futech-481	80	16	concepts	concept	NOUN
futech-481	80	17	and	and	CCONJ
futech-481	80	18	definitions	definition	NOUN
futech-481	80	19	the	the	DET
futech-481	80	20	foundation	foundation	NOUN
futech-481	80	21	for	for	ADP
futech-481	80	22	this	this	DET
futech-481	80	23	study	study	NOUN
futech-481	80	24	is	be	AUX
futech-481	80	25	based	base	VERB
futech-481	80	26	on	on	ADP
futech-481	80	27	established	establish	VERB
futech-481	80	28	principles	principle	NOUN
futech-481	80	29	that	that	PRON
futech-481	80	30	rule	rule	VERB
futech-481	80	31	the	the	DET
futech-481	80	32	ai	ai	NOUN
futech-481	80	33	-	-	PUNCT
futech-481	80	34	supported	support	VERB
futech-481	80	35	blended	blended	ADJ
futech-481	80	36	learning	learning	NOUN
futech-481	80	37	systems	system	NOUN
futech-481	80	38	.	.	PUNCT
futech-481	81	1	within	within	ADP
futech-481	81	2	the	the	DET
futech-481	81	3	ai	ai	ADJ
futech-481	81	4	-	-	PUNCT
futech-481	81	5	mediated	mediate	VERB
futech-481	81	6	framework	framework	NOUN
futech-481	81	7	,	,	PUNCT
futech-481	81	8	blended	blend	VERB
futech-481	81	9	learning	learning	NOUN
futech-481	81	10	represents	represent	VERB
futech-481	81	11	a	a	DET
futech-481	81	12	dynamic	dynamic	ADJ
futech-481	81	13	,	,	PUNCT
futech-481	81	14	data	data	NOUN
futech-481	81	15	-	-	PUNCT
futech-481	81	16	driven	drive	VERB
futech-481	81	17	ecosystem	ecosystem	NOUN
futech-481	81	18	where	where	SCONJ
futech-481	81	19	machine	machine	NOUN
futech-481	81	20	learning	learn	VERB
futech-481	81	21	algorithms	algorithm	NOUN
futech-481	81	22	continuously	continuously	ADV
futech-481	81	23	optimize	optimize	VERB
futech-481	81	24	the	the	DET
futech-481	81	25	balance	balance	NOUN
futech-481	81	26	between	between	ADP
futech-481	81	27	digital	digital	ADJ
futech-481	81	28	and	and	CCONJ
futech-481	81	29	physical	physical	ADJ
futech-481	81	30	modalities	modality	NOUN
futech-481	81	31	based	base	VERB
futech-481	81	32	on	on	ADP
futech-481	81	33	real	real	ADJ
futech-481	81	34	-	-	PUNCT
futech-481	81	35	time	time	NOUN
futech-481	81	36	engagement	engagement	NOUN
futech-481	81	37	patterns	pattern	NOUN
futech-481	81	38	,	,	PUNCT
futech-481	81	39	moving	move	VERB
futech-481	81	40	beyond	beyond	ADP
futech-481	81	41	static	static	ADJ
futech-481	81	42	designs	design	NOUN
futech-481	81	43	to	to	PART
futech-481	81	44	create	create	VERB
futech-481	81	45	adaptive	adaptive	ADJ
futech-481	81	46	pathways	pathway	NOUN
futech-481	81	47	that	that	PRON
futech-481	81	48	respond	respond	VERB
futech-481	81	49	to	to	ADP
futech-481	81	50	individual	individual	ADJ
futech-481	81	51	learner	learner	NOUN
futech-481	81	52	behaviors	behavior	NOUN
futech-481	81	53	[	[	X
futech-481	81	54	4	4	NUM
futech-481	81	55	]	]	PUNCT
futech-481	81	56	.	.	PUNCT
futech-481	82	1	this	this	DET
futech-481	82	2	definition	definition	NOUN
futech-481	82	3	goes	go	VERB
futech-481	82	4	beyond	beyond	ADP
futech-481	82	5	mere	mere	ADJ
futech-481	82	6	technological	technological	ADJ
futech-481	82	7	infusion	infusion	NOUN
futech-481	82	8	to	to	PART
futech-481	82	9	focus	focus	VERB
futech-481	82	10	on	on	ADP
futech-481	82	11	intentional	intentional	ADJ
futech-481	82	12	design	design	NOUN
futech-481	82	13	decisions	decision	NOUN
futech-481	82	14	that	that	PRON
futech-481	82	15	leverage	leverage	VERB
futech-481	82	16	contextual	contextual	ADJ
futech-481	82	17	strengths	strength	NOUN
futech-481	82	18	of	of	ADP
futech-481	82	19	both	both	DET
futech-481	82	20	instructional	instructional	ADJ
futech-481	82	21	modes	mode	NOUN
futech-481	82	22	.	.	PUNCT
futech-481	83	1	operational	operational	ADJ
futech-481	83	2	definition	definition	NOUN
futech-481	83	3	.	.	PUNCT
futech-481	84	1	in	in	ADP
futech-481	84	2	this	this	DET
futech-481	84	3	ai	ai	NOUN
futech-481	84	4	-	-	PUNCT
futech-481	84	5	enhanced	enhance	VERB
futech-481	84	6	context	context	NOUN
futech-481	84	7	,	,	PUNCT
futech-481	84	8	virtual	virtual	ADJ
futech-481	84	9	learning	learning	NOUN
futech-481	84	10	environments	environment	NOUN
futech-481	84	11	function	function	VERB
futech-481	84	12	as	as	ADP
futech-481	84	13	intelligent	intelligent	ADJ
futech-481	84	14	sensing	sensing	NOUN
futech-481	84	15	platforms	platform	NOUN
futech-481	84	16	that	that	PRON
futech-481	84	17	capture	capture	VERB
futech-481	84	18	multidimensional	multidimensional	ADJ
futech-481	84	19	behavioral	behavioral	ADJ
futech-481	84	20	signals	signal	NOUN
futech-481	84	21	and	and	CCONJ
futech-481	84	22	generate	generate	VERB
futech-481	84	23	continuous	continuous	ADJ
futech-481	84	24	data	datum	NOUN
futech-481	84	25	streams	stream	NOUN
futech-481	84	26	,	,	PUNCT
futech-481	84	27	evolving	evolve	VERB
futech-481	84	28	from	from	ADP
futech-481	84	29	passive	passive	ADJ
futech-481	84	30	delivery	delivery	NOUN
futech-481	84	31	mechanisms	mechanism	NOUN
futech-481	84	32	to	to	ADP
futech-481	84	33	predictive	predictive	ADJ
futech-481	84	34	systems	system	NOUN
futech-481	84	35	capable	capable	ADJ
futech-481	84	36	of	of	ADP
futech-481	84	37	anticipating	anticipate	VERB
futech-481	84	38	learning	learn	VERB
futech-481	84	39	needs	need	NOUN
futech-481	84	40	and	and	CCONJ
futech-481	84	41	automatically	automatically	ADV
futech-481	84	42	adjusting	adjust	VERB
futech-481	84	43	resources	resource	NOUN
futech-481	84	44	[	[	X
futech-481	84	45	7	7	NUM
futech-481	84	46	]	]	PUNCT
futech-481	84	47	.	.	PUNCT
futech-481	85	1	whilst	whilst	SCONJ
futech-481	85	2	virtual	virtual	ADJ
futech-481	85	3	environments	environment	NOUN
futech-481	85	4	are	be	AUX
futech-481	85	5	the	the	DET
futech-481	85	6	fundamental	fundamental	ADJ
futech-481	85	7	component	component	NOUN
futech-481	85	8	for	for	ADP
futech-481	85	9	the	the	DET
futech-481	85	10	interaction	interaction	NOUN
futech-481	85	11	between	between	ADP
futech-481	85	12	students	student	NOUN
futech-481	85	13	and	and	CCONJ
futech-481	85	14	digital	digital	ADJ
futech-481	85	15	teaching	teaching	NOUN
futech-481	85	16	resources	resource	NOUN
futech-481	85	17	(	(	PUNCT
futech-481	85	18	which	which	PRON
futech-481	85	19	generate	generate	VERB
futech-481	85	20	large	large	ADJ
futech-481	85	21	amounts	amount	NOUN
futech-481	85	22	of	of	ADP
futech-481	85	23	data	datum	NOUN
futech-481	85	24	that	that	PRON
futech-481	85	25	need	need	VERB
futech-481	85	26	further	further	ADJ
futech-481	85	27	consideration	consideration	NOUN
futech-481	85	28	)	)	PUNCT
futech-481	85	29	.	.	PUNCT
futech-481	86	1	within	within	ADP
futech-481	86	2	this	this	DET
futech-481	86	3	framework	framework	NOUN
futech-481	86	4	,	,	PUNCT
futech-481	86	5	learning	learn	VERB
futech-481	86	6	analytics	analytic	NOUN
futech-481	86	7	extends	extend	VERB
futech-481	86	8	beyond	beyond	ADP
futech-481	86	9	descriptive	descriptive	ADJ
futech-481	86	10	statistics	statistic	NOUN
futech-481	86	11	to	to	PART
futech-481	86	12	encompass	encompass	VERB
futech-481	86	13	predictive	predictive	ADJ
futech-481	86	14	modeling	modeling	NOUN
futech-481	86	15	through	through	ADP
futech-481	86	16	machine	machine	NOUN
futech-481	86	17	learning	learning	NOUN
futech-481	86	18	,	,	PUNCT
futech-481	86	19	transforming	transform	VERB
futech-481	86	20	from	from	ADP
futech-481	86	21	post	post	ADJ
futech-481	86	22	-	-	ADJ
futech-481	86	23	hoc	hoc	ADJ
futech-481	86	24	evaluation	evaluation	NOUN
futech-481	86	25	tools	tool	NOUN
futech-481	86	26	to	to	ADP
futech-481	86	27	active	active	ADJ
futech-481	86	28	components	component	NOUN
futech-481	86	29	that	that	PRON
futech-481	86	30	shape	shape	VERB
futech-481	86	31	learning	learn	VERB
futech-481	86	32	experiences	experience	NOUN
futech-481	86	33	through	through	ADP
futech-481	86	34	continuous	continuous	ADJ
futech-481	86	35	ai	ai	ADJ
futech-481	86	36	-	-	PUNCT
futech-481	86	37	driven	drive	VERB
futech-481	86	38	feedback	feedback	NOUN
futech-481	86	39	loops	loop	NOUN
futech-481	86	40	[	[	X
futech-481	86	41	13	13	NUM
futech-481	86	42	]	]	PUNCT
futech-481	86	43	.	.	PUNCT
futech-481	87	1	this	this	PRON
futech-481	87	2	is	be	AUX
futech-481	87	3	how	how	SCONJ
futech-481	87	4	raw	raw	ADJ
futech-481	87	5	data	datum	NOUN
futech-481	87	6	from	from	ADP
futech-481	87	7	education	education	NOUN
futech-481	87	8	is	be	AUX
futech-481	87	9	transformed	transform	VERB
futech-481	87	10	into	into	ADP
futech-481	87	11	actionable	actionable	ADJ
futech-481	87	12	knowledge	knowledge	NOUN
futech-481	87	13	that	that	PRON
futech-481	87	14	supports	support	VERB
futech-481	87	15	teaching	teaching	NOUN
futech-481	87	16	decisions	decision	NOUN
futech-481	87	17	and	and	CCONJ
futech-481	87	18	student	student	NOUN
futech-481	87	19	planning	planning	NOUN
futech-481	87	20	.	.	PUNCT
futech-481	88	1	the	the	DET
futech-481	88	2	measurement	measurement	NOUN
futech-481	88	3	of	of	ADP
futech-481	88	4	learning	learning	NOUN
futech-481	88	5	contains	contain	VERB
futech-481	88	6	multiple	multiple	ADJ
futech-481	88	7	dimensions	dimension	NOUN
futech-481	88	8	and	and	CCONJ
futech-481	88	9	includes	include	VERB
futech-481	88	10	performance	performance	NOUN
futech-481	88	11	outcomes	outcome	NOUN
futech-481	88	12	,	,	PUNCT
futech-481	88	13	skill	skill	NOUN
futech-481	88	14	acquisition	acquisition	NOUN
futech-481	88	15	,	,	PUNCT
futech-481	88	16	levels	level	NOUN
futech-481	88	17	of	of	ADP
futech-481	88	18	motivation	motivation	NOUN
futech-481	88	19	,	,	PUNCT
futech-481	88	20	and	and	CCONJ
futech-481	88	21	general	general	ADJ
futech-481	88	22	satisfaction	satisfaction	NOUN
futech-481	88	23	with	with	ADP
futech-481	88	24	the	the	DET
futech-481	88	25	learning	learning	NOUN
futech-481	88	26	process	process	NOUN
futech-481	88	27	[	[	X
futech-481	88	28	15	15	NUM
futech-481	88	29	]	]	PUNCT
futech-481	88	30	.	.	PUNCT
futech-481	89	1	the	the	DET
futech-481	89	2	diverse	diverse	ADJ
futech-481	89	3	indicators	indicator	NOUN
futech-481	89	4	demonstrate	demonstrate	VERB
futech-481	89	5	the	the	DET
futech-481	89	6	multifaceted	multifaceted	ADJ
futech-481	89	7	constructs	construct	NOUN
futech-481	89	8	that	that	PRON
futech-481	89	9	are	be	AUX
futech-481	89	10	necessary	necessary	ADJ
futech-481	89	11	for	for	ADP
futech-481	89	12	success	success	NOUN
futech-481	89	13	in	in	ADP
futech-481	89	14	education	education	NOUN
futech-481	89	15	in	in	ADP
futech-481	89	16	today	today	NOUN
futech-481	89	17	’s	’s	PART
futech-481	89	18	contexts	contexts	NOUN
futech-481	89	19	of	of	ADP
futech-481	89	20	learning	learn	VERB
futech-481	89	21	.	.	PUNCT
futech-481	90	1	2.2	2.2	NUM
futech-481	90	2	theoretical	theoretical	ADJ
futech-481	90	3	foundations	foundation	NOUN
futech-481	90	4	the	the	DET
futech-481	90	5	curriculum	curriculum	NOUN
futech-481	90	6	structure	structure	NOUN
futech-481	90	7	is	be	AUX
futech-481	90	8	based	base	VERB
futech-481	90	9	on	on	ADP
futech-481	90	10	empirically	empirically	ADV
futech-481	90	11	proven	prove	VERB
futech-481	90	12	theory	theory	NOUN
futech-481	90	13	regarding	regard	VERB
futech-481	90	14	how	how	SCONJ
futech-481	90	15	humans	human	NOUN
futech-481	90	16	acquire	acquire	VERB
futech-481	90	17	,	,	PUNCT
futech-481	90	18	understand	understand	VERB
futech-481	90	19	,	,	PUNCT
futech-481	90	20	and	and	CCONJ
futech-481	90	21	retain	retain	VERB
futech-481	90	22	knowledge	knowledge	NOUN
futech-481	90	23	in	in	ADP
futech-481	90	24	technologically	technologically	ADV
futech-481	90	25	advanced	advanced	ADJ
futech-481	90	26	environments	environment	NOUN
futech-481	90	27	.	.	PUNCT
futech-481	91	1	in	in	ADP
futech-481	91	2	alignment	alignment	NOUN
futech-481	91	3	with	with	ADP
futech-481	91	4	constructivist	constructivist	ADJ
futech-481	91	5	theory	theory	NOUN
futech-481	91	6	about	about	ADP
futech-481	91	7	how	how	SCONJ
futech-481	91	8	people	people	NOUN
futech-481	91	9	learn	learn	VERB
futech-481	91	10	,	,	PUNCT
futech-481	91	11	knowledge	knowledge	NOUN
futech-481	91	12	acquisition	acquisition	NOUN
futech-481	91	13	depends	depend	VERB
futech-481	91	14	on	on	ADP
futech-481	91	15	active	active	ADJ
futech-481	91	16	student	student	NOUN
futech-481	91	17	participation	participation	NOUN
futech-481	91	18	in	in	ADP
futech-481	91	19	meaning	mean	VERB
futech-481	91	20	construction	construction	NOUN
futech-481	91	21	,	,	PUNCT
futech-481	91	22	with	with	ADP
futech-481	91	23	reflective	reflective	ADJ
futech-481	91	24	participation	participation	NOUN
futech-481	91	25	and	and	CCONJ
futech-481	91	26	experiential	experiential	ADJ
futech-481	91	27	understanding	understanding	NOUN
futech-481	91	28	in	in	ADP
futech-481	91	29	place	place	NOUN
futech-481	91	30	of	of	ADP
futech-481	91	31	simple	simple	ADJ
futech-481	91	32	passive	passive	ADJ
futech-481	91	33	reception	reception	NOUN
futech-481	91	34	of	of	ADP
futech-481	91	35	material	material	NOUN
futech-481	91	36	[	[	X
futech-481	91	37	6	6	NUM
futech-481	91	38	]	]	PUNCT
futech-481	91	39	.	.	PUNCT
futech-481	92	1	in	in	ADP
futech-481	92	2	a	a	DET
futech-481	92	3	blended	blended	ADJ
futech-481	92	4	virtual	virtual	ADJ
futech-481	92	5	online	online	ADJ
futech-481	92	6	environment	environment	NOUN
futech-481	92	7	,	,	PUNCT
futech-481	92	8	this	this	DET
futech-481	92	9	concept	concept	NOUN
futech-481	92	10	is	be	AUX
futech-481	92	11	realized	realize	VERB
futech-481	92	12	by	by	ADP
futech-481	92	13	including	include	VERB
futech-481	92	14	students	student	NOUN
futech-481	92	15	with	with	ADP
futech-481	92	16	exploration	exploration	NOUN
futech-481	92	17	opportunities	opportunity	NOUN
futech-481	92	18	within	within	ADP
futech-481	92	19	virtual	virtual	ADJ
futech-481	92	20	spaces	space	NOUN
futech-481	92	21	with	with	ADP
futech-481	92	22	direct	direct	ADJ
futech-481	92	23	interactions	interaction	NOUN
futech-481	92	24	with	with	ADP
futech-481	92	25	others	other	NOUN
futech-481	92	26	for	for	ADP
futech-481	92	27	the	the	DET
futech-481	92	28	purposes	purpose	NOUN
futech-481	92	29	of	of	ADP
futech-481	92	30	enhancing	enhance	VERB
futech-481	92	31	the	the	DET
futech-481	92	32	construction	construction	NOUN
futech-481	92	33	of	of	ADP
futech-481	92	34	knowledge	knowledge	NOUN
futech-481	92	35	.	.	PUNCT
futech-481	93	1	this	this	DET
futech-481	93	2	underlying	underlying	ADJ
futech-481	93	3	theory	theory	NOUN
futech-481	93	4	underpins	underpin	VERB
futech-481	93	5	a	a	DET
futech-481	93	6	curriculum	curriculum	NOUN
futech-481	93	7	that	that	PRON
futech-481	93	8	does	do	VERB
futech-481	93	9	more	more	ADJ
futech-481	93	10	than	than	SCONJ
futech-481	93	11	simply	simply	ADV
futech-481	93	12	insert	insert	VERB
futech-481	93	13	new	new	ADJ
futech-481	93	14	material	material	NOUN
futech-481	93	15	within	within	ADP
futech-481	93	16	existing	exist	VERB
futech-481	93	17	cognitive	cognitive	ADJ
futech-481	93	18	schemas	schema	NOUN
futech-481	93	19	while	while	SCONJ
futech-481	93	20	also	also	ADV
futech-481	93	21	engaging	engage	VERB
futech-481	93	22	students	student	NOUN
futech-481	93	23	in	in	ADP
futech-481	93	24	a	a	DET
futech-481	93	25	critical	critical	ADJ
futech-481	93	26	understanding	understanding	NOUN
futech-481	93	27	process	process	NOUN
futech-481	93	28	simultaneously	simultaneously	ADV
futech-481	93	29	.	.	PUNCT
futech-481	94	1	the	the	DET
futech-481	94	2	technology	technology	NOUN
futech-481	94	3	acceptance	acceptance	NOUN
futech-481	94	4	model	model	NOUN
futech-481	94	5	(	(	PUNCT
futech-481	94	6	tam	tam	NOUN
futech-481	94	7	)	)	PUNCT
futech-481	94	8	provides	provide	VERB
futech-481	94	9	critical	critical	ADJ
futech-481	94	10	insights	insight	NOUN
futech-481	94	11	into	into	ADP
futech-481	94	12	factors	factor	NOUN
futech-481	94	13	affecting	affect	VERB
futech-481	94	14	users	user	NOUN
futech-481	94	15	'	'	PART
futech-481	94	16	willingness	willingness	NOUN
futech-481	94	17	to	to	PART
futech-481	94	18	utilize	utilize	VERB
futech-481	94	19	educational	educational	ADJ
futech-481	94	20	technology	technology	NOUN
futech-481	94	21	[	[	X
futech-481	94	22	8	8	NUM
futech-481	94	23	]	]	PUNCT
futech-481	94	24	.	.	PUNCT
futech-481	95	1	in	in	ADP
futech-481	95	2	line	line	NOUN
futech-481	95	3	with	with	ADP
futech-481	95	4	the	the	DET
futech-481	95	5	directives	directive	NOUN
futech-481	95	6	set	set	VERB
futech-481	95	7	out	out	ADP
futech-481	95	8	in	in	ADP
futech-481	95	9	tam	tam	PROPN
futech-481	95	10	,	,	PUNCT
futech-481	95	11	technology	technology	NOUN
futech-481	95	12	acceptance	acceptance	NOUN
futech-481	95	13	is	be	AUX
futech-481	95	14	mostly	mostly	ADV
futech-481	95	15	determined	determine	VERB
futech-481	95	16	by	by	ADP
futech-481	95	17	perceived	perceive	VERB
futech-481	95	18	ease	ease	NOUN
futech-481	95	19	of	of	ADP
futech-481	95	20	use	use	NOUN
futech-481	95	21	and	and	CCONJ
futech-481	95	22	perceived	perceive	VERB
futech-481	95	23	usefulness	usefulness	NOUN
futech-481	95	24	,	,	PUNCT
futech-481	95	25	which	which	PRON
futech-481	95	26	play	play	VERB
futech-481	95	27	a	a	DET
futech-481	95	28	central	central	ADJ
futech-481	95	29	role	role	NOUN
futech-481	95	30	in	in	ADP
futech-481	95	31	determining	determine	VERB
futech-481	95	32	behavioral	behavioral	ADJ
futech-481	95	33	intentions	intention	NOUN
futech-481	95	34	as	as	ADV
futech-481	95	35	well	well	ADV
futech-481	95	36	as	as	ADP
futech-481	95	37	levels	level	NOUN
futech-481	95	38	of	of	ADP
futech-481	95	39	adoption	adoption	NOUN
futech-481	95	40	for	for	ADP
futech-481	95	41	operating	operating	NOUN
futech-481	95	42	systems	system	NOUN
futech-481	95	43	.	.	PUNCT
futech-481	96	1	in	in	ADP
futech-481	96	2	an	an	DET
futech-481	96	3	academic	academic	ADJ
futech-481	96	4	environment	environment	NOUN
futech-481	96	5	,	,	PUNCT
futech-481	96	6	perceived	perceive	VERB
futech-481	96	7	ease	ease	NOUN
futech-481	96	8	of	of	ADP
futech-481	96	9	use	use	NOUN
futech-481	96	10	refers	refer	VERB
futech-481	96	11	to	to	ADP
futech-481	96	12	the	the	DET
futech-481	96	13	cognitive	cognitive	ADJ
futech-481	96	14	effort	effort	NOUN
futech-481	96	15	learners	learner	NOUN
futech-481	96	16	experience	experience	NOUN
futech-481	96	17	while	while	SCONJ
futech-481	96	18	interacting	interact	VERB
futech-481	96	19	with	with	ADP
futech-481	96	20	digital	digital	ADJ
futech-481	96	21	media	medium	NOUN
futech-481	96	22	,	,	PUNCT
futech-481	96	23	whereas	whereas	SCONJ
futech-481	96	24	perceived	perceive	VERB
futech-481	96	25	usefulness	usefulness	NOUN
futech-481	96	26	refers	refer	VERB
futech-481	96	27	to	to	ADP
futech-481	96	28	the	the	DET
futech-481	96	29	collective	collective	ADJ
futech-481	96	30	belief	belief	NOUN
futech-481	96	31	among	among	ADP
futech-481	96	32	learners	learner	NOUN
futech-481	96	33	and	and	CCONJ
futech-481	96	34	instructors	instructor	NOUN
futech-481	96	35	that	that	PRON
futech-481	96	36	technology	technology	NOUN
futech-481	96	37	facilitates	facilitate	VERB
futech-481	96	38	students	student	NOUN
futech-481	96	39	'	'	PART
futech-481	96	40	academic	academic	ADJ
futech-481	96	41	achievements	achievement	NOUN
futech-481	96	42	.	.	PUNCT
futech-481	97	1	empirical	empirical	ADJ
futech-481	97	2	studies	study	NOUN
futech-481	97	3	proved	prove	VERB
futech-481	97	4	that	that	SCONJ
futech-481	97	5	both	both	DET
futech-481	97	6	aspects	aspect	NOUN
futech-481	97	7	hold	hold	VERB
futech-481	97	8	a	a	DET
futech-481	97	9	significant	significant	ADJ
futech-481	97	10	role	role	NOUN
futech-481	97	11	in	in	ADP
futech-481	97	12	measuring	measure	VERB
futech-481	97	13	blended	blended	ADJ
futech-481	97	14	learning	learn	VERB
futech-481	97	15	environment	environment	NOUN
futech-481	97	16	effectiveness	effectiveness	NOUN
futech-481	97	17	[	[	X
futech-481	97	18	7	7	NUM
futech-481	97	19	]	]	PUNCT
futech-481	97	20	.	.	PUNCT
futech-481	98	1	self	self	NOUN
futech-481	98	2	-	-	PUNCT
futech-481	98	3	regulation	regulation	NOUN
futech-481	98	4	theory	theory	NOUN
futech-481	98	5	explains	explain	VERB
futech-481	98	6	different	different	ADJ
futech-481	98	7	student	student	NOUN
futech-481	98	8	tactics	tactic	NOUN
futech-481	98	9	for	for	ADP
futech-481	98	10	achieving	achieve	VERB
futech-481	98	11	proficiency	proficiency	NOUN
futech-481	98	12	in	in	ADP
futech-481	98	13	academic	academic	ADJ
futech-481	98	14	endeavors	endeavor	NOUN
futech-481	98	15	,	,	PUNCT
futech-481	98	16	including	include	VERB
futech-481	98	17	goal	goal	NOUN
futech-481	98	18	-	-	PUNCT
futech-481	98	19	setting	setting	NOUN
futech-481	98	20	,	,	PUNCT
futech-481	98	21	planning	plan	VERB
futech-481	98	22	strategically	strategically	ADV
futech-481	98	23	,	,	PUNCT
futech-481	98	24	tracking	track	VERB
futech-481	98	25	progress	progress	NOUN
futech-481	98	26	,	,	PUNCT
futech-481	98	27	and	and	CCONJ
futech-481	98	28	improving	improve	VERB
futech-481	98	29	reflective	reflective	ADJ
futech-481	98	30	practice	practice	NOUN
futech-481	98	31	[	[	X
futech-481	98	32	16	16	NUM
futech-481	98	33	]	]	PUNCT
futech-481	98	34	.	.	PUNCT
futech-481	99	1	in	in	ADP
futech-481	99	2	addition	addition	NOUN
futech-481	99	3	,	,	PUNCT
futech-481	99	4	blended	blend	VERB
futech-481	99	5	learning	learn	VERB
futech-481	99	6	contexts	context	NOUN
futech-481	99	7	foster	foster	VERB
futech-481	99	8	self	self	NOUN
futech-481	99	9	-	-	PUNCT
futech-481	99	10	regulatory	regulatory	ADJ
futech-481	99	11	traits	trait	NOUN
futech-481	99	12	by	by	ADP
futech-481	99	13	requiring	require	VERB
futech-481	99	14	students	student	NOUN
futech-481	99	15	to	to	PART
futech-481	99	16	utilize	utilize	VERB
futech-481	99	17	varying	vary	VERB
futech-481	99	18	time	time	NOUN
futech-481	99	19	management	management	NOUN
futech-481	99	20	styles	style	NOUN
futech-481	99	21	while	while	SCONJ
futech-481	99	22	also	also	ADV
futech-481	99	23	handling	handle	VERB
futech-481	99	24	their	their	PRON
futech-481	99	25	academic	academic	ADJ
futech-481	99	26	endeavors	endeavor	NOUN
futech-481	99	27	'	'	PART
futech-481	99	28	asynchronous	asynchronous	ADJ
futech-481	99	29	aspects	aspect	NOUN
futech-481	99	30	.	.	PUNCT
futech-481	100	1	in	in	ADP
futech-481	100	2	addition	addition	NOUN
futech-481	100	3	,	,	PUNCT
futech-481	100	4	learning	learn	VERB
futech-481	100	5	analytics	analytic	NOUN
futech-481	100	6	provides	provide	VERB
futech-481	100	7	a	a	DET
futech-481	100	8	supplementary	supplementary	ADJ
futech-481	100	9	mode	mode	NOUN
futech-481	100	10	of	of	ADP
futech-481	100	11	self	self	NOUN
futech-481	100	12	-	-	PUNCT
futech-481	100	13	regulation	regulation	NOUN
futech-481	100	14	by	by	ADP
futech-481	100	15	providing	provide	VERB
futech-481	100	16	students	student	NOUN
futech-481	100	17	with	with	ADP
futech-481	100	18	information	information	NOUN
futech-481	100	19	about	about	ADP
futech-481	100	20	their	their	PRON
futech-481	100	21	progress	progress	NOUN
futech-481	100	22	,	,	PUNCT
futech-481	100	23	together	together	ADV
futech-481	100	24	with	with	ADP
futech-481	100	25	academic	academic	ADJ
futech-481	100	26	behavior	behavior	NOUN
futech-481	100	27	patterns	pattern	NOUN
futech-481	100	28	[	[	X
futech-481	100	29	14	14	NUM
futech-481	100	30	]	]	PUNCT
futech-481	100	31	.	.	PUNCT
futech-481	101	1	2.3	2.3	NUM
futech-481	101	2	conceptual	conceptual	ADJ
futech-481	101	3	framework	framework	NOUN
futech-481	101	4	and	and	CCONJ
futech-481	101	5	hypotheses	hypothese	VERB
futech-481	101	6	the	the	DET
futech-481	101	7	theory	theory	NOUN
futech-481	101	8	base	base	NOUN
futech-481	101	9	includes	include	VERB
futech-481	101	10	different	different	ADJ
futech-481	101	11	conceptual	conceptual	ADJ
futech-481	101	12	models	model	NOUN
futech-481	101	13	that	that	PRON
futech-481	101	14	aim	aim	VERB
futech-481	101	15	to	to	PART
futech-481	101	16	clarify	clarify	VERB
futech-481	101	17	relationships	relationship	NOUN
futech-481	101	18	between	between	ADP
futech-481	101	19	significant	significant	ADJ
futech-481	101	20	variables	variable	NOUN
futech-481	101	21	in	in	ADP
futech-481	101	22	blended	blended	ADJ
futech-481	101	23	environments	environment	NOUN
futech-481	101	24	facilitated	facilitate	VERB
futech-481	101	25	by	by	ADP
futech-481	101	26	artificial	artificial	ADJ
futech-481	101	27	intelligence	intelligence	NOUN
futech-481	101	28	.	.	PUNCT
futech-481	102	1	it	it	PRON
futech-481	102	2	proposes	propose	VERB
futech-481	102	3	that	that	SCONJ
futech-481	102	4	platform	platform	NOUN
futech-481	102	5	attributes	attribute	NOUN
futech-481	102	6	and	and	CCONJ
futech-481	102	7	instruction	instruction	NOUN
futech-481	102	8	quality	quality	NOUN
futech-481	102	9	represent	represent	VERB
futech-481	102	10	the	the	DET
futech-481	102	11	main	main	ADJ
futech-481	102	12	control	control	NOUN
futech-481	102	13	variables	variable	NOUN
futech-481	102	14	in	in	ADP
futech-481	102	15	determining	determine	VERB
futech-481	102	16	learning	learn	VERB
futech-481	102	17	effectiveness	effectiveness	NOUN
futech-481	102	18	,	,	PUNCT
futech-481	102	19	while	while	SCONJ
futech-481	102	20	student	student	NOUN
futech-481	102	21	motivation	motivation	NOUN
futech-481	102	22	and	and	CCONJ
futech-481	102	23	personal	personal	ADJ
futech-481	102	24	belief	belief	NOUN
futech-481	102	25	represent	represent	VERB
futech-481	102	26	intervening	intervene	VERB
futech-481	102	27	variables	variable	NOUN
futech-481	102	28	that	that	PRON
futech-481	102	29	bridge	bridge	VERB
futech-481	102	30	these	these	DET
futech-481	102	31	factors	factor	NOUN
futech-481	102	32	.	.	PUNCT
futech-481	103	1	in	in	ADP
futech-481	103	2	addition	addition	NOUN
futech-481	103	3	,	,	PUNCT
futech-481	103	4	analytics	analytic	NOUN
futech-481	103	5	based	base	VERB
futech-481	103	6	on	on	ADP
futech-481	103	7	artificial	artificial	ADJ
futech-481	103	8	intelligence	intelligence	NOUN
futech-481	103	9	assert	assert	VERB
futech-481	103	10	a	a	DET
futech-481	103	11	moderating	moderate	VERB
futech-481	103	12	effect	effect	NOUN
futech-481	103	13	on	on	ADP
futech-481	103	14	both	both	DET
futech-481	103	15	task	task	NOUN
futech-481	103	16	-	-	PUNCT
futech-481	103	17	related	relate	VERB
futech-481	103	18	behaviors	behavior	NOUN
futech-481	103	19	as	as	ADV
futech-481	103	20	well	well	ADV
futech-481	103	21	as	as	ADP
futech-481	103	22	non	non	ADJ
futech-481	103	23	-	-	ADJ
futech-481	103	24	task	task	ADJ
futech-481	103	25	behaviors	behavior	NOUN
futech-481	103	26	that	that	PRON
futech-481	103	27	arise	arise	VERB
futech-481	103	28	under	under	ADP
futech-481	103	29	processes	process	NOUN
futech-481	103	30	of	of	ADP
futech-481	103	31	customization	customization	NOUN
futech-481	103	32	and	and	CCONJ
futech-481	103	33	optimization	optimization	NOUN
futech-481	103	34	.	.	PUNCT
futech-481	104	1	figure	figure	NOUN
futech-481	104	2	1	1	NUM
futech-481	104	3	provides	provide	VERB
futech-481	104	4	a	a	DET
futech-481	104	5	diagrammatic	diagrammatic	ADJ
futech-481	104	6	explanation	explanation	NOUN
futech-481	104	7	of	of	ADP
futech-481	104	8	relationships	relationship	NOUN
futech-481	104	9	with	with	ADP
futech-481	104	10	corresponding	correspond	VERB
futech-481	104	11	research	research	NOUN
futech-481	104	12	hypotheses	hypothesis	NOUN
futech-481	104	13	.	.	PUNCT
futech-481	105	1	the	the	DET
futech-481	105	2	theoretical	theoretical	ADJ
futech-481	105	3	constructs	construct	NOUN
futech-481	105	4	are	be	AUX
futech-481	105	5	operationalized	operationalize	VERB
futech-481	105	6	through	through	ADP
futech-481	105	7	computational	computational	ADJ
futech-481	105	8	parameters	parameter	NOUN
futech-481	105	9	within	within	ADP
futech-481	105	10	the	the	DET
futech-481	105	11	ai	ai	NOUN
futech-481	105	12	system	system	NOUN
futech-481	105	13	.	.	PUNCT
futech-481	106	1	engagement	engagement	NOUN
futech-481	106	2	is	be	AUX
futech-481	106	3	quantified	quantify	VERB
futech-481	106	4	as	as	ADP
futech-481	106	5	a	a	DET
futech-481	106	6	composite	composite	ADJ
futech-481	106	7	score	score	NOUN
futech-481	106	8	combining	combine	VERB
futech-481	106	9	login	login	NOUN
futech-481	106	10	frequency	frequency	NOUN
futech-481	106	11	(	(	PUNCT
futech-481	106	12	weight=0.25	weight=0.25	NOUN
futech-481	106	13	)	)	PUNCT
futech-481	106	14	,	,	PUNCT
futech-481	106	15	session	session	NOUN
futech-481	106	16	duration	duration	NOUN
futech-481	106	17	(	(	PUNCT
futech-481	106	18	0.20	0.20	NUM
futech-481	106	19	)	)	PUNCT
futech-481	106	20	,	,	PUNCT
futech-481	106	21	resource	resource	NOUN
futech-481	106	22	completion	completion	NOUN
futech-481	106	23	rate	rate	NOUN
futech-481	106	24	(	(	PUNCT
futech-481	106	25	0.20	0.20	NUM
futech-481	106	26	)	)	PUNCT
futech-481	106	27	,	,	PUNCT
futech-481	106	28	forum	forum	NOUN
futech-481	106	29	interactions	interaction	NOUN
futech-481	106	30	(	(	PUNCT
futech-481	106	31	0.20	0.20	NUM
futech-481	106	32	)	)	PUNCT
futech-481	106	33	,	,	PUNCT
futech-481	106	34	and	and	CCONJ
futech-481	106	35	submission	submission	NOUN
futech-481	106	36	punctuality	punctuality	NOUN
futech-481	106	37	(	(	PUNCT
futech-481	106	38	0.15	0.15	NUM
futech-481	106	39	)	)	PUNCT
futech-481	106	40	.	.	PUNCT
futech-481	107	1	self	self	NOUN
futech-481	107	2	-	-	PUNCT
futech-481	107	3	efficacy	efficacy	NOUN
futech-481	107	4	is	be	AUX
futech-481	107	5	computed	compute	VERB
futech-481	107	6	using	use	VERB
futech-481	107	7	bayesian	bayesian	NOUN
futech-481	107	8	modeling	modeling	NOUN
futech-481	107	9	that	that	SCONJ
futech-481	107	10	integrates	integrate	VERB
futech-481	107	11	survey	survey	NOUN
futech-481	107	12	responses	response	NOUN
futech-481	107	13	with	with	ADP
futech-481	107	14	behavioral	behavioral	ADJ
futech-481	107	15	indicators	indicator	NOUN
futech-481	107	16	,	,	PUNCT
futech-481	107	17	including	include	VERB
futech-481	107	18	challenge	challenge	NOUN
futech-481	107	19	-	-	PUNCT
futech-481	107	20	seeking	seek	VERB
futech-481	107	21	patterns	pattern	NOUN
futech-481	107	22	and	and	CCONJ
futech-481	107	23	help	help	NOUN
futech-481	107	24	-	-	PUNCT
futech-481	107	25	resource	resource	NOUN
futech-481	107	26	utilization	utilization	NOUN
futech-481	107	27	rates	rate	NOUN
futech-481	107	28	.	.	PUNCT
futech-481	108	1	instructional	instructional	ADJ
futech-481	108	2	quality	quality	NOUN
futech-481	108	3	is	be	AUX
futech-481	108	4	encoded	encode	VERB
futech-481	108	5	through	through	ADP
futech-481	108	6	algorithmic	algorithmic	ADJ
futech-481	108	7	metrics	metric	NOUN
futech-481	108	8	:	:	PUNCT
futech-481	108	9	content	content	NOUN
futech-481	108	10	clarity	clarity	NOUN
futech-481	108	11	index	index	NOUN
futech-481	108	12	(	(	PUNCT
futech-481	108	13	time	time	NOUN
futech-481	108	14	-	-	PUNCT
futech-481	108	15	ontask	ontask	NOUN
futech-481	108	16	/	/	SYM
futech-481	108	17	completion	completion	NOUN
futech-481	108	18	ratio	ratio	NOUN
futech-481	108	19	)	)	PUNCT
futech-481	108	20	,	,	PUNCT
futech-481	108	21	scaffolding	scaffold	VERB
futech-481	108	22	effectiveness	effectiveness	NOUN
futech-481	108	23	(	(	PUNCT
futech-481	108	24	improvement	improvement	NOUN
futech-481	108	25	rate	rate	NOUN
futech-481	108	26	after	after	ADP
futech-481	108	27	remedial	remedial	ADJ
futech-481	108	28	access	access	NOUN
futech-481	108	29	)	)	PUNCT
futech-481	108	30	,	,	PUNCT
futech-481	108	31	and	and	CCONJ
futech-481	108	32	feedback	feedback	NOUN
futech-481	108	33	timeliness	timeliness	NOUN
futech-481	108	34	scores	score	NOUN
futech-481	108	35	.	.	PUNCT
futech-481	109	1	these	these	DET
futech-481	109	2	constructs	construct	NOUN
futech-481	109	3	are	be	AUX
futech-481	109	4	transformed	transform	VERB
futech-481	109	5	into	into	ADP
futech-481	109	6	47	47	NUM
futech-481	109	7	quantifiable	quantifiable	ADJ
futech-481	109	8	variables	variable	NOUN
futech-481	109	9	feeding	feed	VERB
futech-481	109	10	the	the	DET
futech-481	109	11	machine	machine	NOUN
futech-481	109	12	learning	learn	VERB
futech-481	109	13	pipeline	pipeline	NOUN
futech-481	109	14	,	,	PUNCT
futech-481	109	15	with	with	ADP
futech-481	109	16	continuous	continuous	ADJ
futech-481	109	17	updates	update	NOUN
futech-481	109	18	using	use	VERB
futech-481	109	19	exponential	exponential	ADJ
futech-481	109	20	smoothing	smoothing	NOUN
futech-481	109	21	(	(	PUNCT
futech-481	109	22	𝛼=0.3	𝛼=0.3	NUM
futech-481	109	23	)	)	PUNCT
futech-481	109	24	for	for	ADP
futech-481	109	25	temporal	temporal	ADJ
futech-481	109	26	sensitivity	sensitivity	NOUN
futech-481	109	27	.	.	PUNCT
futech-481	110	1	this	this	DET
futech-481	110	2	computational	computational	ADJ
futech-481	110	3	mapping	mapping	NOUN
futech-481	110	4	bridges	bridge	NOUN
futech-481	110	5	theoretical	theoretical	ADJ
futech-481	110	6	frameworks	framework	NOUN
futech-481	110	7	with	with	ADP
futech-481	110	8	practical	practical	ADJ
futech-481	110	9	implementation	implementation	NOUN
futech-481	110	10	,	,	PUNCT
futech-481	110	11	enabling	enable	VERB
futech-481	110	12	real	real	ADJ
futech-481	110	13	-	-	PUNCT
futech-481	110	14	time	time	NOUN
futech-481	110	15	monitoring	monitoring	NOUN
futech-481	110	16	and	and	CCONJ
futech-481	110	17	threshold	threshold	NOUN
futech-481	110	18	-	-	PUNCT
futech-481	110	19	based	base	VERB
futech-481	110	20	intervention	intervention	NOUN
futech-481	110	21	triggering	trigger	VERB
futech-481	110	22	.	.	PUNCT
futech-481	111	1	the	the	DET
futech-481	111	2	integrative	integrative	ADJ
futech-481	111	3	model	model	NOUN
futech-481	111	4	put	put	VERB
futech-481	111	5	forward	forward	ADV
futech-481	111	6	in	in	ADP
futech-481	111	7	this	this	DET
futech-481	111	8	research	research	NOUN
futech-481	111	9	outlines	outline	VERB
futech-481	111	10	four	four	NUM
futech-481	111	11	main	main	ADJ
futech-481	111	12	research	research	NOUN
futech-481	111	13	hypotheses	hypothesis	NOUN
futech-481	111	14	.	.	PUNCT
futech-481	112	1	hypothesis	hypothesis	NOUN
futech-481	112	2	1	1	NUM
futech-481	112	3	argues	argue	VERB
futech-481	112	4	that	that	SCONJ
futech-481	112	5	platform	platform	NOUN
futech-481	112	6	attributes	attribute	NOUN
futech-481	112	7	that	that	PRON
futech-481	112	8	improve	improve	VERB
futech-481	112	9	navigability	navigability	NOUN
futech-481	112	10	and	and	CCONJ
futech-481	112	11	interactivity	interactivity	NOUN
futech-481	112	12	produce	produce	VERB
futech-481	112	13	positive	positive	ADJ
futech-481	112	14	influences	influence	NOUN
futech-481	112	15	on	on	ADP
futech-481	112	16	student	student	NOUN
futech-481	112	17	engagement	engagement	NOUN
futech-481	112	18	[	[	X
futech-481	112	19	7	7	NUM
futech-481	112	20	]	]	PUNCT
futech-481	112	21	.	.	PUNCT
futech-481	113	1	hypothesis	hypothesis	NOUN
futech-481	113	2	2	2	NUM
futech-481	113	3	argues	argue	VERB
futech-481	113	4	that	that	SCONJ
futech-481	113	5	instructionally	instructionally	ADV
futech-481	113	6	optimized	optimize	VERB
futech-481	113	7	designs	design	NOUN
futech-481	113	8	with	with	ADP
futech-481	113	9	clear	clear	ADJ
futech-481	113	10	objectives	objective	NOUN
futech-481	113	11	and	and	CCONJ
futech-481	113	12	appropriate	appropriate	ADJ
futech-481	113	13	scaffolding	scaffolding	NOUN
futech-481	113	14	result	result	NOUN
futech-481	113	15	in	in	ADP
futech-481	113	16	significant	significant	ADJ
futech-481	113	17	improvements	improvement	NOUN
futech-481	113	18	in	in	ADP
futech-481	113	19	students	student	NOUN
futech-481	113	20	'	'	PART
futech-481	113	21	self	self	NOUN
futech-481	113	22	-	-	PUNCT
futech-481	113	23	efficacy	efficacy	NOUN
futech-481	113	24	[	[	X
futech-481	113	25	5	5	NUM
futech-481	113	26	]	]	PUNCT
futech-481	113	27	.	.	PUNCT
futech-481	114	1	hypothesis	hypothesis	NOUN
futech-481	114	2	3	3	NUM
futech-481	114	3	argues	argue	VERB
futech-481	114	4	that	that	SCONJ
futech-481	114	5	student	student	NOUN
futech-481	114	6	engagement	engagement	NOUN
futech-481	114	7	acts	act	VERB
futech-481	114	8	as	as	ADP
futech-481	114	9	a	a	DET
futech-481	114	10	mediator	mediator	NOUN
futech-481	114	11	variable	variable	NOUN
futech-481	114	12	between	between	ADP
futech-481	114	13	platform	platform	NOUN
futech-481	114	14	attributes	attribute	NOUN
futech-481	114	15	and	and	CCONJ
futech-481	114	16	academic	academic	ADJ
futech-481	114	17	achievement	achievement	NOUN
futech-481	115	1	[	[	X
futech-481	115	2	17	17	NUM
futech-481	115	3	]	]	PUNCT
futech-481	115	4	.	.	PUNCT
futech-481	116	1	hypothesis	hypothesis	NOUN
futech-481	116	2	4	4	NUM
futech-481	116	3	supports	support	VERB
futech-481	116	4	the	the	DET
futech-481	116	5	role	role	NOUN
futech-481	116	6	of	of	ADP
futech-481	116	7	self	self	NOUN
futech-481	116	8	-	-	PUNCT
futech-481	116	9	efficacy	efficacy	NOUN
futech-481	116	10	as	as	ADP
futech-481	116	11	a	a	DET
futech-481	116	12	mediator	mediator	NOUN
futech-481	116	13	variable	variable	NOUN
futech-481	116	14	in	in	ADP
futech-481	116	15	the	the	DET
futech-481	116	16	academic	academic	ADJ
futech-481	116	17	achievement	achievement	NOUN
futech-481	116	18	and	and	CCONJ
futech-481	116	19	instructionally	instructionally	ADV
futech-481	116	20	optimized	optimize	VERB
futech-481	116	21	measures	measure	NOUN
futech-481	116	22	[	[	X
futech-481	116	23	21	21	NUM
futech-481	116	24	]	]	PUNCT
futech-481	116	25	.	.	PUNCT
futech-481	117	1	additionally	additionally	ADV
futech-481	117	2	,	,	PUNCT
futech-481	117	3	ai	ai	ADJ
futech-481	117	4	-	-	PUNCT
futech-481	117	5	powered	power	VERB
futech-481	117	6	analytics	analytic	NOUN
futech-481	117	7	allow	allow	VERB
futech-481	117	8	for	for	ADP
futech-481	117	9	these	these	DET
futech-481	117	10	interactions	interaction	NOUN
futech-481	117	11	by	by	ADP
futech-481	117	12	suggesting	suggest	VERB
futech-481	117	13	personalized	personalized	ADJ
futech-481	117	14	environments	environment	NOUN
futech-481	117	15	based	base	VERB
futech-481	117	16	on	on	ADP
futech-481	117	17	data	data	NOUN
futech-481	117	18	-	-	PUNCT
futech-481	117	19	driven	drive	VERB
futech-481	117	20	recommendations	recommendation	NOUN
futech-481	117	21	for	for	ADP
futech-481	117	22	the	the	DET
futech-481	117	23	sake	sake	NOUN
futech-481	117	24	of	of	ADP
futech-481	117	25	intervening	intervene	VERB
futech-481	117	26	[	[	PUNCT
futech-481	117	27	9	9	NUM
futech-481	117	28	]	]	PUNCT
futech-481	117	29	.	.	PUNCT
futech-481	118	1	f.	f.	PROPN
futech-481	118	2	zhang	zhang	PROPN
futech-481	118	3	et	et	PROPN
futech-481	118	4	al	al	PROPN
futech-481	118	5	.	.	PROPN
futech-481	118	6	/future	/future	PUNCT
futech-481	118	7	technology	technology	PROPN
futech-481	118	8	november	november	PROPN
futech-481	118	9	2025|	2025|	NUM
futech-481	118	10	volume	volume	NOUN
futech-481	118	11	04	04	NUM
futech-481	119	1	|	|	ADV
futech-481	119	2	issue	issue	VERB
futech-481	119	3	04	04	NUM
futech-481	120	1	|	|	CCONJ
futech-481	120	2	pages	page	VERB
futech-481	120	3	173	173	NUM
futech-481	120	4	-	-	SYM
futech-481	120	5	184	184	NUM
futech-481	120	6	176	176	NUM
futech-481	120	7	3	3	NUM
futech-481	120	8	.	.	PUNCT
futech-481	120	9	research	research	NOUN
futech-481	120	10	design	design	NOUN
futech-481	120	11	and	and	CCONJ
futech-481	120	12	methodology	methodology	NOUN
futech-481	120	13	3.1	3.1	NUM
futech-481	120	14	research	research	NOUN
futech-481	120	15	design	design	NOUN
futech-481	120	16	and	and	CCONJ
futech-481	120	17	strategy	strategy	NOUN
futech-481	120	18	the	the	DET
futech-481	120	19	study	study	NOUN
futech-481	120	20	adopts	adopt	VERB
futech-481	120	21	a	a	DET
futech-481	120	22	predominantly	predominantly	ADV
futech-481	120	23	quantitative	quantitative	ADJ
futech-481	120	24	approach	approach	NOUN
futech-481	120	25	with	with	ADP
futech-481	120	26	supplementary	supplementary	ADJ
futech-481	120	27	qualitative	qualitative	ADJ
futech-481	120	28	insights	insight	NOUN
futech-481	120	29	for	for	ADP
futech-481	120	30	a	a	DET
futech-481	120	31	systemic	systemic	ADJ
futech-481	120	32	exploration	exploration	NOUN
futech-481	120	33	of	of	ADP
futech-481	120	34	ai	ai	ADJ
futech-481	120	35	-	-	PUNCT
futech-481	120	36	mediated	mediate	VERB
futech-481	120	37	blended	blended	ADJ
futech-481	120	38	teaching	teaching	NOUN
futech-481	120	39	contexts	contexts	NOUN
futech-481	120	40	.	.	PUNCT
futech-481	121	1	this	this	DET
futech-481	121	2	approach	approach	NOUN
futech-481	121	3	prioritizes	prioritize	VERB
futech-481	121	4	measurable	measurable	ADJ
futech-481	121	5	outcomes	outcome	NOUN
futech-481	121	6	through	through	ADP
futech-481	121	7	quantitative	quantitative	ADJ
futech-481	121	8	methods	method	NOUN
futech-481	121	9	while	while	SCONJ
futech-481	121	10	acknowledging	acknowledge	VERB
futech-481	121	11	the	the	DET
futech-481	121	12	value	value	NOUN
futech-481	121	13	of	of	ADP
futech-481	121	14	participant	participant	ADJ
futech-481	121	15	perspectives	perspective	NOUN
futech-481	121	16	in	in	ADP
futech-481	121	17	educational	educational	ADJ
futech-481	121	18	phenomena	phenomenon	NOUN
futech-481	121	19	exploration	exploration	NOUN
futech-481	121	20	.	.	PUNCT
futech-481	122	1	the	the	DET
futech-481	122	2	research	research	NOUN
futech-481	122	3	prioritizes	prioritize	VERB
futech-481	122	4	measurable	measurable	ADJ
futech-481	122	5	outcomes	outcome	NOUN
futech-481	122	6	through	through	ADP
futech-481	122	7	quantitative	quantitative	ADJ
futech-481	122	8	methods	method	NOUN
futech-481	122	9	while	while	SCONJ
futech-481	122	10	incorporating	incorporate	VERB
futech-481	122	11	participant	participant	ADJ
futech-481	122	12	perspectives	perspective	NOUN
futech-481	122	13	through	through	ADP
futech-481	122	14	open	open	ADV
futech-481	122	15	-	-	PUNCT
futech-481	122	16	ended	end	VERB
futech-481	122	17	questions	question	NOUN
futech-481	122	18	to	to	PART
futech-481	122	19	enhance	enhance	VERB
futech-481	122	20	understanding	understanding	NOUN
futech-481	122	21	of	of	ADP
futech-481	122	22	revealed	reveal	VERB
futech-481	122	23	patterns	pattern	NOUN
futech-481	122	24	and	and	CCONJ
futech-481	122	25	meaningful	meaningful	ADJ
futech-481	122	26	relationships	relationship	NOUN
futech-481	122	27	.	.	PUNCT
futech-481	123	1	the	the	DET
futech-481	123	2	research	research	NOUN
futech-481	123	3	method	method	NOUN
futech-481	123	4	applied	apply	VERB
futech-481	123	5	in	in	ADP
futech-481	123	6	this	this	DET
futech-481	123	7	study	study	NOUN
futech-481	123	8	is	be	AUX
futech-481	123	9	constructed	construct	VERB
futech-481	123	10	in	in	ADP
futech-481	123	11	a	a	DET
futech-481	123	12	case	case	NOUN
futech-481	123	13	study	study	NOUN
futech-481	123	14	fashion	fashion	NOUN
futech-481	123	15	with	with	ADP
futech-481	123	16	a	a	DET
futech-481	123	17	focus	focus	NOUN
futech-481	123	18	on	on	ADP
futech-481	123	19	a	a	DET
futech-481	123	20	leading	lead	VERB
futech-481	123	21	university	university	NOUN
futech-481	123	22	that	that	PRON
futech-481	123	23	has	have	AUX
futech-481	123	24	incorporated	incorporate	VERB
futech-481	123	25	blended	blended	ADJ
futech-481	123	26	instruction	instruction	NOUN
futech-481	123	27	tactics	tactic	NOUN
futech-481	123	28	.	.	PUNCT
futech-481	124	1	this	this	DET
futech-481	124	2	kind	kind	NOUN
futech-481	124	3	of	of	ADP
futech-481	124	4	research	research	NOUN
futech-481	124	5	structure	structure	NOUN
futech-481	124	6	allows	allow	VERB
futech-481	124	7	for	for	ADP
futech-481	124	8	a	a	DET
futech-481	124	9	deep	deep	ADJ
futech-481	124	10	exploration	exploration	NOUN
futech-481	124	11	of	of	ADP
futech-481	124	12	real	real	ADJ
futech-481	124	13	academic	academic	ADJ
futech-481	124	14	contexts	context	NOUN
futech-481	124	15	while	while	SCONJ
futech-481	124	16	also	also	ADV
futech-481	124	17	ensuring	ensure	VERB
futech-481	124	18	that	that	SCONJ
futech-481	124	19	there	there	PRON
futech-481	124	20	is	be	VERB
futech-481	124	21	enough	enough	ADJ
futech-481	124	22	control	control	NOUN
futech-481	124	23	of	of	ADP
futech-481	124	24	variables	variable	NOUN
futech-481	124	25	to	to	PART
futech-481	124	26	examine	examine	VERB
futech-481	124	27	meaningful	meaningful	ADJ
futech-481	124	28	relationships	relationship	NOUN
futech-481	124	29	.	.	PUNCT
futech-481	125	1	the	the	DET
futech-481	125	2	longitudinal	longitudinal	ADJ
futech-481	125	3	dimensions	dimension	NOUN
futech-481	125	4	of	of	ADP
futech-481	125	5	the	the	DET
futech-481	125	6	study	study	NOUN
futech-481	125	7	track	track	NOUN
futech-481	125	8	groups	group	NOUN
futech-481	125	9	of	of	ADP
futech-481	125	10	students	student	NOUN
futech-481	125	11	for	for	ADP
futech-481	125	12	one	one	NUM
futech-481	125	13	academic	academic	ADJ
futech-481	125	14	semester	semester	NOUN
futech-481	125	15	at	at	ADP
futech-481	125	16	a	a	DET
futech-481	125	17	time	time	NOUN
futech-481	125	18	,	,	PUNCT
futech-481	125	19	allowing	allow	VERB
futech-481	125	20	for	for	ADP
futech-481	125	21	an	an	DET
futech-481	125	22	in	in	ADP
futech-481	125	23	-	-	PUNCT
futech-481	125	24	depth	depth	NOUN
futech-481	125	25	understanding	understanding	NOUN
futech-481	125	26	of	of	ADP
futech-481	125	27	patterns	pattern	NOUN
futech-481	125	28	of	of	ADP
futech-481	125	29	progression	progression	NOUN
futech-481	125	30	in	in	ADP
futech-481	125	31	learning	learn	VERB
futech-481	125	32	along	along	ADP
futech-481	125	33	with	with	ADP
futech-481	125	34	blended	blended	ADJ
futech-481	125	35	learning	learning	NOUN
futech-481	125	36	infusion	infusion	NOUN
futech-481	125	37	.	.	PUNCT
futech-481	126	1	3.2	3.2	NUM
futech-481	126	2	data	datum	NOUN
futech-481	126	3	collection	collection	NOUN
futech-481	126	4	methods	method	NOUN
futech-481	126	5	and	and	CCONJ
futech-481	126	6	instruments	instrument	VERB
futech-481	126	7	the	the	DET
futech-481	126	8	data	datum	NOUN
futech-481	126	9	gathering	gathering	NOUN
futech-481	126	10	process	process	NOUN
futech-481	126	11	includes	include	VERB
futech-481	126	12	a	a	DET
futech-481	126	13	range	range	NOUN
futech-481	126	14	of	of	ADP
futech-481	126	15	sources	source	NOUN
futech-481	126	16	for	for	ADP
futech-481	126	17	ensuring	ensure	VERB
futech-481	126	18	comprehensive	comprehensive	ADJ
futech-481	126	19	achievement	achievement	NOUN
futech-481	126	20	of	of	ADP
futech-481	126	21	research	research	NOUN
futech-481	126	22	purposes	purpose	NOUN
futech-481	126	23	.	.	PUNCT
futech-481	127	1	digitally	digitally	ADV
futech-481	127	2	produced	produce	VERB
futech-481	127	3	data	datum	NOUN
futech-481	127	4	provides	provide	VERB
futech-481	127	5	objective	objective	ADJ
futech-481	127	6	measures	measure	NOUN
futech-481	127	7	of	of	ADP
futech-481	127	8	student	student	NOUN
futech-481	127	9	activity	activity	NOUN
futech-481	127	10	,	,	PUNCT
futech-481	127	11	such	such	ADJ
futech-481	127	12	as	as	ADP
futech-481	127	13	login	login	NOUN
futech-481	127	14	rates	rate	NOUN
futech-481	127	15	,	,	PUNCT
futech-481	127	16	session	session	NOUN
futech-481	127	17	length	length	NOUN
futech-481	127	18	,	,	PUNCT
futech-481	127	19	patterns	pattern	NOUN
futech-481	127	20	of	of	ADP
futech-481	127	21	resource	resource	NOUN
futech-481	127	22	use	use	NOUN
futech-481	127	23	,	,	PUNCT
futech-481	127	24	and	and	CCONJ
futech-481	127	25	measures	measure	NOUN
futech-481	127	26	of	of	ADP
futech-481	127	27	interactions	interaction	NOUN
futech-481	127	28	.	.	PUNCT
futech-481	128	1	online	online	ADJ
futech-481	128	2	traces	trace	NOUN
futech-481	128	3	present	present	ADJ
futech-481	128	4	complex	complex	ADJ
futech-481	128	5	measures	measure	NOUN
futech-481	128	6	of	of	ADP
futech-481	128	7	true	true	ADJ
futech-481	128	8	-	-	PUNCT
futech-481	128	9	learning	learn	VERB
futech-481	128	10	behavior	behavior	NOUN
futech-481	128	11	compared	compare	VERB
futech-481	128	12	to	to	ADP
futech-481	128	13	self	self	NOUN
futech-481	128	14	-	-	PUNCT
futech-481	128	15	reporting	report	VERB
futech-481	128	16	measures	measure	NOUN
futech-481	128	17	.	.	PUNCT
futech-481	129	1	performance	performance	NOUN
futech-481	129	2	indicators	indicator	NOUN
futech-481	129	3	for	for	ADP
futech-481	129	4	academic	academic	ADJ
futech-481	129	5	work	work	NOUN
futech-481	129	6	consist	consist	NOUN
futech-481	129	7	of	of	ADP
futech-481	129	8	both	both	CCONJ
futech-481	129	9	formative	formative	ADJ
futech-481	129	10	(	(	PUNCT
futech-481	129	11	assignments	assignment	NOUN
futech-481	129	12	,	,	PUNCT
futech-481	129	13	quizzes	quiz	NOUN
futech-481	129	14	,	,	PUNCT
futech-481	129	15	and	and	CCONJ
futech-481	129	16	projects	project	NOUN
futech-481	129	17	)	)	PUNCT
futech-481	129	18	measures	measure	NOUN
futech-481	129	19	along	along	ADP
futech-481	129	20	with	with	ADP
futech-481	129	21	summative	summative	ADJ
futech-481	129	22	(	(	PUNCT
futech-481	129	23	mid	mid	ADJ
futech-481	129	24	-	-	NOUN
futech-481	129	25	term	term	NOUN
futech-481	129	26	and	and	CCONJ
futech-481	129	27	end	end	NOUN
futech-481	129	28	-	-	PUNCT
futech-481	129	29	term	term	NOUN
futech-481	129	30	examinations	examination	NOUN
futech-481	129	31	)	)	PUNCT
futech-481	129	32	measures	measure	NOUN
futech-481	129	33	that	that	PRON
futech-481	129	34	allow	allow	VERB
futech-481	129	35	for	for	ADP
futech-481	129	36	a	a	DET
futech-481	129	37	consideration	consideration	NOUN
futech-481	129	38	of	of	ADP
futech-481	129	39	learning	learn	VERB
futech-481	129	40	achievements	achievement	NOUN
futech-481	129	41	with	with	ADP
futech-481	129	42	varying	vary	VERB
futech-481	129	43	types	type	NOUN
futech-481	129	44	of	of	ADP
futech-481	129	45	assessments	assessment	NOUN
futech-481	129	46	.	.	PUNCT
futech-481	130	1	a	a	DET
futech-481	130	2	carefully	carefully	ADV
futech-481	130	3	crafted	craft	VERB
futech-481	130	4	questionnaire	questionnaire	NOUN
futech-481	130	5	serves	serve	VERB
futech-481	130	6	as	as	ADP
futech-481	130	7	the	the	DET
futech-481	130	8	main	main	ADJ
futech-481	130	9	instrument	instrument	NOUN
futech-481	130	10	for	for	ADP
futech-481	130	11	obtaining	obtain	VERB
futech-481	130	12	information	information	NOUN
futech-481	130	13	about	about	ADP
futech-481	130	14	student	student	NOUN
futech-481	130	15	experience	experience	NOUN
futech-481	130	16	and	and	CCONJ
futech-481	130	17	attitude	attitude	NOUN
futech-481	130	18	.	.	PUNCT
futech-481	131	1	it	it	PRON
futech-481	131	2	uses	use	VERB
futech-481	131	3	carefully	carefully	ADV
futech-481	131	4	worded	word	VERB
futech-481	131	5	measurement	measurement	NOUN
futech-481	131	6	scales	scale	NOUN
futech-481	131	7	that	that	PRON
futech-481	131	8	evaluate	evaluate	VERB
futech-481	131	9	technology	technology	NOUN
futech-481	131	10	acceptance	acceptance	NOUN
futech-481	131	11	,	,	PUNCT
futech-481	131	12	self	self	NOUN
futech-481	131	13	-	-	PUNCT
futech-481	131	14	efficacy	efficacy	NOUN
futech-481	131	15	,	,	PUNCT
futech-481	131	16	satisfaction	satisfaction	NOUN
futech-481	131	17	,	,	PUNCT
futech-481	131	18	and	and	CCONJ
futech-481	131	19	perceived	perceive	VERB
futech-481	131	20	learning	learning	NOUN
futech-481	131	21	effectiveness	effectiveness	NOUN
futech-481	131	22	.	.	PUNCT
futech-481	132	1	the	the	DET
futech-481	132	2	questions	question	NOUN
futech-481	132	3	are	be	AUX
futech-481	132	4	primarily	primarily	ADV
futech-481	132	5	based	base	VERB
futech-481	132	6	on	on	ADP
futech-481	132	7	a	a	DET
futech-481	132	8	fivepoint	fivepoint	NOUN
futech-481	132	9	likert	likert	NOUN
futech-481	132	10	scale	scale	NOUN
futech-481	132	11	,	,	PUNCT
futech-481	132	12	ranging	range	VERB
futech-481	132	13	from	from	ADP
futech-481	132	14	strongly	strongly	ADV
futech-481	132	15	disagree	disagree	VERB
futech-481	132	16	to	to	PART
futech-481	132	17	strongly	strongly	ADV
futech-481	132	18	agree	agree	VERB
futech-481	132	19	,	,	PUNCT
futech-481	132	20	supplemented	supplement	VERB
futech-481	132	21	by	by	ADP
futech-481	132	22	open	open	ADJ
futech-481	132	23	-	-	PUNCT
futech-481	132	24	ended	end	VERB
futech-481	132	25	questions	question	NOUN
futech-481	132	26	to	to	PART
futech-481	132	27	capture	capture	VERB
futech-481	132	28	qualitative	qualitative	ADJ
futech-481	132	29	insights	insight	NOUN
futech-481	132	30	,	,	PUNCT
futech-481	132	31	thus	thus	ADV
futech-481	132	32	allowing	allow	VERB
futech-481	132	33	comprehensive	comprehensive	ADJ
futech-481	132	34	analysis	analysis	NOUN
futech-481	132	35	while	while	SCONJ
futech-481	132	36	using	use	VERB
futech-481	132	37	simple	simple	ADJ
futech-481	132	38	responses	response	NOUN
futech-481	132	39	.	.	PUNCT
futech-481	133	1	before	before	ADP
futech-481	133	2	its	its	PRON
futech-481	133	3	extensive	extensive	ADJ
futech-481	133	4	use	use	NOUN
futech-481	133	5	,	,	PUNCT
futech-481	133	6	the	the	DET
futech-481	133	7	instrument	instrument	NOUN
futech-481	133	8	was	be	AUX
futech-481	133	9	pilot	pilot	NOUN
futech-481	133	10	tested	test	VERB
futech-481	133	11	on	on	ADP
futech-481	133	12	a	a	DET
futech-481	133	13	small	small	ADJ
futech-481	133	14	sample	sample	NOUN
futech-481	133	15	of	of	ADP
futech-481	133	16	students	student	NOUN
futech-481	133	17	to	to	PART
futech-481	133	18	ensure	ensure	VERB
futech-481	133	19	clarity	clarity	NOUN
futech-481	133	20	,	,	PUNCT
futech-481	133	21	reliability	reliability	NOUN
futech-481	133	22	,	,	PUNCT
futech-481	133	23	and	and	CCONJ
futech-481	133	24	content	content	NOUN
futech-481	133	25	validity	validity	NOUN
futech-481	133	26	.	.	PUNCT
futech-481	134	1	table	table	NOUN
futech-481	134	2	1	1	NUM
futech-481	134	3	shows	show	VERB
futech-481	134	4	a	a	DET
futech-481	134	5	clear	clear	ADJ
futech-481	134	6	time	time	NOUN
futech-481	134	7	plan	plan	NOUN
futech-481	134	8	for	for	ADP
futech-481	134	9	data	datum	NOUN
futech-481	134	10	gathering	gathering	NOUN
futech-481	134	11	with	with	ADP
futech-481	134	12	corresponding	corresponding	ADJ
futech-481	134	13	activities	activity	NOUN
futech-481	134	14	that	that	PRON
futech-481	134	15	took	take	VERB
futech-481	134	16	place	place	NOUN
futech-481	134	17	while	while	SCONJ
futech-481	134	18	undertaking	undertake	VERB
futech-481	134	19	this	this	DET
futech-481	134	20	research	research	NOUN
futech-481	134	21	.	.	PUNCT
futech-481	135	1	this	this	DET
futech-481	135	2	systematic	systematic	ADJ
futech-481	135	3	approach	approach	NOUN
futech-481	135	4	ensures	ensure	VERB
futech-481	135	5	effective	effective	ADJ
futech-481	135	6	data	datum	NOUN
futech-481	135	7	gathering	gathering	NOUN
futech-481	135	8	,	,	PUNCT
futech-481	135	9	alleviates	alleviate	VERB
futech-481	135	10	participant	participant	ADJ
futech-481	135	11	fatigue	fatigue	NOUN
futech-481	135	12	,	,	PUNCT
futech-481	135	13	and	and	CCONJ
futech-481	135	14	maintains	maintain	VERB
futech-481	135	15	data	datum	NOUN
futech-481	135	16	integrity	integrity	NOUN
futech-481	135	17	.	.	PUNCT
futech-481	136	1	table	table	NOUN
futech-481	136	2	1	1	NUM
futech-481	136	3	.	.	PUNCT
futech-481	136	4	data	datum	NOUN
futech-481	136	5	collection	collection	NOUN
futech-481	136	6	timeline	timeline	NOUN
futech-481	136	7	and	and	CCONJ
futech-481	136	8	activities	activity	NOUN
futech-481	136	9	phase	phase	NOUN
futech-481	136	10	timeline	timeline	NOUN
futech-481	136	11	data	datum	NOUN
futech-481	136	12	collection	collection	NOUN
futech-481	136	13	activities	activity	NOUN
futech-481	136	14	pre	pre	ADJ
futech-481	136	15	-	-	NOUN
futech-481	136	16	implementation	implementation	ADJ
futech-481	136	17	week	week	NOUN
futech-481	136	18	1	1	NUM
futech-481	136	19	-	-	SYM
futech-481	136	20	2	2	NUM
futech-481	136	21	•	•	NOUN
futech-481	136	22	baseline	baseline	PROPN
futech-481	136	23	questionnaire	questionnaire	NOUN
futech-481	136	24	administration	administration	NOUN
futech-481	136	25	•	•	NUM
futech-481	136	26	platform	platform	NOUN
futech-481	136	27	usage	usage	NOUN
futech-481	136	28	training	training	NOUN
futech-481	136	29	and	and	CCONJ
futech-481	136	30	orientation	orientation	NOUN
futech-481	136	31	mid	mid	ADJ
futech-481	136	32	-	-	NOUN
futech-481	136	33	semester	semester	ADJ
futech-481	136	34	week	week	NOUN
futech-481	136	35	7	7	NUM
futech-481	136	36	-	-	SYM
futech-481	136	37	8	8	NUM
futech-481	136	38	•	•	NOUN
futech-481	136	39	platform	platform	NOUN
futech-481	136	40	usage	usage	NOUN
futech-481	136	41	data	datum	NOUN
futech-481	136	42	extraction	extraction	NOUN
futech-481	136	43	•	•	NOUN
futech-481	136	44	midterm	midterm	NOUN
futech-481	136	45	performance	performance	NOUN
futech-481	136	46	assessment	assessment	NOUN
futech-481	136	47	end	end	NOUN
futech-481	136	48	-	-	PUNCT
futech-481	136	49	semester	semester	NOUN
futech-481	136	50	week	week	NOUN
futech-481	136	51	14	14	NUM
futech-481	136	52	-	-	SYM
futech-481	136	53	15	15	NUM
futech-481	136	54	•	•	NUM
futech-481	136	55	final	final	ADJ
futech-481	136	56	questionnaire	questionnaire	NOUN
futech-481	136	57	administration	administration	NOUN
futech-481	136	58	•	•	ADP
futech-481	136	59	complete	complete	ADJ
futech-481	136	60	platform	platform	NOUN
futech-481	136	61	analytics	analytic	NOUN
futech-481	136	62	export	export	VERB
futech-481	136	63	post	post	NOUN
futech-481	136	64	-	-	NOUN
futech-481	136	65	analysis	analysis	NOUN
futech-481	136	66	week	week	NOUN
futech-481	136	67	16	16	NUM
futech-481	136	68	•	•	NUM
futech-481	136	69	final	final	ADJ
futech-481	136	70	grade	grade	NOUN
futech-481	136	71	compilation	compilation	NOUN
futech-481	136	72	•	•	NOUN
futech-481	136	73	qualitative	qualitative	ADJ
futech-481	136	74	feedback	feedback	NOUN
futech-481	136	75	analysis	analysis	NOUN
futech-481	136	76	platform	platform	NOUN
futech-481	136	77	features	feature	NOUN
futech-481	136	78	·	·	PUNCT
futech-481	136	79	user	user	NOUN
futech-481	136	80	interface	interface	NOUN
futech-481	136	81	·	·	PUNCT
futech-481	136	82	functionality	functionality	NOUN
futech-481	136	83	instructional	instructional	ADJ
futech-481	136	84	design	design	NOUN
futech-481	136	85	·	·	SYM
futech-481	136	86	content	content	NOUN
futech-481	136	87	quality	quality	NOUN
futech-481	136	88	learner	learner	NOUN
futech-481	136	89	engagement	engagement	NOUN
futech-481	136	90	·	·	SYM
futech-481	136	91	behavioral	behavioral	ADJ
futech-481	136	92	self	self	NOUN
futech-481	136	93	-	-	PUNCT
futech-481	136	94	efficacy	efficacy	NOUN
futech-481	136	95	·	·	PUNCT
futech-481	136	96	confidence	confidence	NOUN
futech-481	136	97	·	·	SYM
futech-481	136	98	persistence	persistence	NOUN
futech-481	136	99	learning	learning	NOUN
futech-481	136	100	effectiveness	effectiveness	NOUN
futech-481	136	101	·	·	PUNCT
futech-481	136	102	achievement	achievement	NOUN
futech-481	136	103	al	al	PROPN
futech-481	136	104	-	-	PUNCT
futech-481	136	105	powered	power	VERB
futech-481	136	106	analytics	analytic	NOUN
futech-481	136	107	personalization	personalization	NOUN
futech-481	136	108	·	·	SYM
futech-481	136	109	predictive	predictive	ADJ
futech-481	136	110	modeling	modeling	NOUN
futech-481	136	111	·	·	PUNCT
futech-481	136	112	adaptive	adaptive	ADJ
futech-481	136	113	learning	learning	NOUN
futech-481	136	114	control	control	NOUN
futech-481	136	115	variables	variable	NOUN
futech-481	136	116	·	·	PUNCT
futech-481	136	117	prior	prior	ADJ
futech-481	136	118	achievement	achievement	NOUN
futech-481	136	119	·	·	PUNCT
futech-481	136	120	tech	tech	NOUN
futech-481	136	121	experience	experience	NOUN
futech-481	136	122	figure	figure	NOUN
futech-481	136	123	1	1	NUM
futech-481	136	124	.	.	PUNCT
futech-481	136	125	conceptual	conceptual	ADJ
futech-481	136	126	framework	framework	NOUN
futech-481	136	127	for	for	ADP
futech-481	136	128	al	al	PROPN
futech-481	136	129	-	-	PUNCT
futech-481	136	130	enhanced	enhance	VERB
futech-481	136	131	blended	blended	ADJ
futech-481	136	132	learning	learn	VERB
futech-481	136	133	h1	h1	PROPN
futech-481	136	134	:	:	PUNCT
futech-481	136	135	platform	platform	NOUN
futech-481	136	136	features	feature	NOUN
futech-481	136	137	positively	positively	ADV
futech-481	136	138	influence	influence	VERB
futech-481	136	139	learner	learner	NOUN
futech-481	136	140	engagement	engagement	NOUN
futech-481	136	141	h3	h3	NOUN
futech-481	136	142	:	:	PUNCT
futech-481	136	143	learner	learner	NOUN
futech-481	136	144	engagement	engagement	NOUN
futech-481	136	145	mediates	mediate	NOUN
futech-481	136	146	learning	learn	VERB
futech-481	136	147	effectiveness	effectiveness	PROPN
futech-481	136	148	h2	h2	NOUN
futech-481	136	149	:	:	PUNCT
futech-481	136	150	instructional	instructional	ADJ
futech-481	136	151	design	design	NOUN
futech-481	136	152	quality	quality	NOUN
futech-481	136	153	enhances	enhance	VERB
futech-481	136	154	learner	learner	NOUN
futech-481	136	155	self	self	NOUN
futech-481	136	156	-	-	PUNCT
futech-481	136	157	efficacy	efficacy	NOUN
futech-481	136	158	h4	h4	NOUN
futech-481	136	159	:	:	PUNCT
futech-481	136	160	self	self	NOUN
futech-481	136	161	-	-	PUNCT
futech-481	136	162	efficacy	efficacy	NOUN
futech-481	136	163	mediates	mediate	NOUN
futech-481	136	164	learning	learn	VERB
futech-481	136	165	effectiveness	effectiveness	NOUN
futech-481	136	166	h1	h1	PROPN
futech-481	136	167	h2	h2	PROPN
futech-481	136	168	h3	h3	NOUN
futech-481	136	169	h4	h4	PROPN
futech-481	136	170	figure	figure	NOUN
futech-481	136	171	1	1	NUM
futech-481	136	172	.	.	PUNCT
futech-481	136	173	conceptual	conceptual	ADJ
futech-481	136	174	framework	framework	NOUN
futech-481	136	175	for	for	ADP
futech-481	136	176	ai	ai	ADV
futech-481	136	177	-	-	PUNCT
futech-481	136	178	enhanced	enhance	VERB
futech-481	136	179	blended	blended	ADJ
futech-481	136	180	learning	learning	PROPN
futech-481	136	181	f.	f.	PROPN
futech-481	136	182	zhang	zhang	PROPN
futech-481	136	183	et	et	PROPN
futech-481	136	184	al	al	PROPN
futech-481	136	185	.	.	PROPN
futech-481	136	186	/future	/future	PUNCT
futech-481	136	187	technology	technology	PROPN
futech-481	136	188	november	november	PROPN
futech-481	136	189	2025|	2025|	NUM
futech-481	136	190	volume	volume	NOUN
futech-481	136	191	04	04	NUM
futech-481	137	1	|	|	ADV
futech-481	137	2	issue	issue	VERB
futech-481	137	3	04	04	NUM
futech-481	138	1	|	|	CCONJ
futech-481	138	2	pages	page	VERB
futech-481	138	3	173	173	NUM
futech-481	138	4	-	-	SYM
futech-481	138	5	184	184	NUM
futech-481	138	6	177	177	NUM
futech-481	138	7	3.3	3.3	NUM
futech-481	138	8	data	datum	NOUN
futech-481	138	9	analysis	analysis	NOUN
futech-481	138	10	methods	method	NOUN
futech-481	138	11	and	and	CCONJ
futech-481	138	12	quality	quality	NOUN
futech-481	138	13	assurance	assurance	NOUN
futech-481	138	14	quantitative	quantitative	ADJ
futech-481	138	15	data	datum	NOUN
futech-481	138	16	was	be	AUX
futech-481	138	17	analysed	analyse	VERB
futech-481	138	18	using	use	VERB
futech-481	138	19	advanced	advanced	ADJ
futech-481	138	20	descriptive	descriptive	ADJ
futech-481	138	21	statistics	statistic	NOUN
futech-481	138	22	facilitated	facilitate	VERB
futech-481	138	23	by	by	ADP
futech-481	138	24	the	the	DET
futech-481	138	25	software	software	NOUN
futech-481	138	26	spss	spss	PROPN
futech-481	138	27	.	.	PUNCT
futech-481	139	1	moreover	moreover	ADV
futech-481	139	2	,	,	PUNCT
futech-481	139	3	inferential	inferential	ADJ
futech-481	139	4	statistical	statistical	ADJ
futech-481	139	5	methods	method	NOUN
futech-481	139	6	are	be	AUX
futech-481	139	7	employed	employ	VERB
futech-481	139	8	to	to	PART
futech-481	139	9	achieve	achieve	VERB
futech-481	139	10	a	a	DET
futech-481	139	11	more	more	ADV
futech-481	139	12	sophisticated	sophisticated	ADJ
futech-481	139	13	insight	insight	NOUN
futech-481	139	14	than	than	ADP
futech-481	139	15	that	that	PRON
futech-481	139	16	offered	offer	VERB
futech-481	139	17	by	by	ADP
futech-481	139	18	these	these	DET
futech-481	139	19	descriptive	descriptive	ADJ
futech-481	139	20	statistics	statistic	NOUN
futech-481	139	21	.	.	PUNCT
futech-481	140	1	descriptive	descriptive	ADJ
futech-481	140	2	statistics	statistic	NOUN
futech-481	140	3	enable	enable	VERB
futech-481	140	4	describing	describe	VERB
futech-481	140	5	participant	participant	ADJ
futech-481	140	6	profiles	profile	NOUN
futech-481	140	7	,	,	PUNCT
futech-481	140	8	the	the	DET
futech-481	140	9	determination	determination	NOUN
futech-481	140	10	of	of	ADP
futech-481	140	11	means	mean	NOUN
futech-481	140	12	for	for	ADP
futech-481	140	13	multiple	multiple	ADJ
futech-481	140	14	platform	platform	NOUN
futech-481	140	15	usage	usage	NOUN
futech-481	140	16	patterns	pattern	NOUN
futech-481	140	17	,	,	PUNCT
futech-481	140	18	and	and	CCONJ
futech-481	140	19	an	an	DET
futech-481	140	20	assessment	assessment	NOUN
futech-481	140	21	of	of	ADP
futech-481	140	22	academic	academic	ADJ
futech-481	140	23	aptitude	aptitude	NOUN
futech-481	140	24	using	use	VERB
futech-481	140	25	measures	measure	NOUN
futech-481	140	26	of	of	ADP
futech-481	140	27	central	central	ADJ
futech-481	140	28	tendency	tendency	NOUN
futech-481	140	29	combined	combine	VERB
futech-481	140	30	with	with	ADP
futech-481	140	31	measures	measure	NOUN
futech-481	140	32	of	of	ADP
futech-481	140	33	variability	variability	NOUN
futech-481	140	34	.	.	PUNCT
futech-481	141	1	correlation	correlation	NOUN
futech-481	141	2	testing	testing	NOUN
futech-481	141	3	explores	explore	NOUN
futech-481	141	4	connections	connection	NOUN
futech-481	141	5	between	between	ADP
futech-481	141	6	things	thing	NOUN
futech-481	141	7	(	(	PUNCT
futech-481	141	8	such	such	ADJ
futech-481	141	9	as	as	ADP
futech-481	141	10	the	the	DET
futech-481	141	11	use	use	NOUN
futech-481	141	12	of	of	ADP
futech-481	141	13	a	a	DET
futech-481	141	14	platform	platform	NOUN
futech-481	141	15	and	and	CCONJ
futech-481	141	16	academic	academic	ADJ
futech-481	141	17	achievement	achievement	NOUN
futech-481	141	18	)	)	PUNCT
futech-481	141	19	.	.	PUNCT
futech-481	142	1	more	more	ADV
futech-481	142	2	significantly	significantly	ADV
futech-481	142	3	,	,	PUNCT
futech-481	142	4	using	use	VERB
futech-481	142	5	multiple	multiple	ADJ
futech-481	142	6	regression	regression	NOUN
futech-481	142	7	analysis	analysis	NOUN
futech-481	142	8	,	,	PUNCT
futech-481	142	9	serial	serial	ADJ
futech-481	142	10	determinations	determination	NOUN
futech-481	142	11	could	could	AUX
futech-481	142	12	identify	identify	VERB
futech-481	142	13	which	which	PRON
futech-481	142	14	variables	variable	NOUN
futech-481	142	15	predicted	predict	VERB
futech-481	142	16	whether	whether	SCONJ
futech-481	142	17	a	a	DET
futech-481	142	18	student	student	NOUN
futech-481	142	19	would	would	AUX
futech-481	142	20	be	be	AUX
futech-481	142	21	able	able	ADJ
futech-481	142	22	to	to	PART
futech-481	142	23	learn	learn	VERB
futech-481	142	24	,	,	PUNCT
futech-481	142	25	while	while	SCONJ
futech-481	142	26	controlling	control	VERB
futech-481	142	27	for	for	ADP
futech-481	142	28	potential	potential	ADJ
futech-481	142	29	confounding	confound	VERB
futech-481	142	30	variables	variable	NOUN
futech-481	142	31	of	of	ADP
futech-481	142	32	previous	previous	ADJ
futech-481	142	33	academic	academic	ADJ
futech-481	142	34	achievement	achievement	NOUN
futech-481	142	35	and	and	CCONJ
futech-481	142	36	for	for	ADP
futech-481	142	37	differing	differ	VERB
futech-481	142	38	computer	computer	NOUN
futech-481	142	39	experience	experience	NOUN
futech-481	142	40	.	.	PUNCT
futech-481	143	1	advanced	advanced	ADJ
futech-481	143	2	analysis	analysis	NOUN
futech-481	143	3	also	also	ADV
futech-481	143	4	encompasses	encompass	VERB
futech-481	143	5	structural	structural	ADJ
futech-481	143	6	equation	equation	NOUN
futech-481	143	7	modeling	modeling	NOUN
futech-481	143	8	,	,	PUNCT
futech-481	143	9	which	which	PRON
futech-481	143	10	permits	permit	VERB
futech-481	143	11	the	the	DET
futech-481	143	12	conceptualization	conceptualization	NOUN
futech-481	143	13	of	of	ADP
futech-481	143	14	models	model	NOUN
futech-481	143	15	and	and	CCONJ
futech-481	143	16	testing	test	VERB
futech-481	143	17	parallel	parallel	ADJ
futech-481	143	18	mediational	mediational	ADJ
futech-481	143	19	effects	effect	NOUN
futech-481	143	20	of	of	ADP
futech-481	143	21	the	the	DET
futech-481	143	22	various	various	ADJ
futech-481	143	23	variables	variable	NOUN
futech-481	143	24	.	.	PUNCT
futech-481	144	1	the	the	DET
futech-481	144	2	cluster	cluster	NOUN
futech-481	144	3	analysis	analysis	NOUN
futech-481	144	4	will	will	AUX
futech-481	144	5	enable	enable	VERB
futech-481	144	6	us	we	PRON
futech-481	144	7	to	to	PART
futech-481	144	8	categorize	categorize	VERB
futech-481	144	9	student	student	NOUN
futech-481	144	10	profiles	profile	NOUN
futech-481	144	11	into	into	ADP
futech-481	144	12	several	several	ADJ
futech-481	144	13	segments	segment	NOUN
futech-481	144	14	based	base	VERB
futech-481	144	15	on	on	ADP
futech-481	144	16	their	their	PRON
futech-481	144	17	behavior	behavior	NOUN
futech-481	144	18	on	on	ADP
futech-481	144	19	the	the	DET
futech-481	144	20	e	e	NOUN
futech-481	144	21	-	-	ADJ
futech-481	144	22	learning	learning	ADJ
futech-481	144	23	platform	platform	NOUN
futech-481	144	24	,	,	PUNCT
futech-481	144	25	allowing	allow	VERB
futech-481	144	26	us	we	PRON
futech-481	144	27	to	to	PART
futech-481	144	28	provide	provide	VERB
futech-481	144	29	recommendations	recommendation	NOUN
futech-481	144	30	tailored	tailor	VERB
futech-481	144	31	to	to	ADP
futech-481	144	32	each	each	DET
futech-481	144	33	segment	segment	NOUN
futech-481	144	34	.	.	PUNCT
futech-481	145	1	the	the	DET
futech-481	145	2	use	use	NOUN
futech-481	145	3	of	of	ADP
futech-481	145	4	platform	platform	NOUN
futech-481	145	5	data	datum	NOUN
futech-481	145	6	-	-	PUNCT
futech-481	145	7	based	base	VERB
futech-481	145	8	time	time	NOUN
futech-481	145	9	-	-	PUNCT
futech-481	145	10	series	series	NOUN
futech-481	145	11	analysis	analysis	NOUN
futech-481	145	12	can	can	AUX
futech-481	145	13	determine	determine	VERB
futech-481	145	14	such	such	ADJ
futech-481	145	15	patterns	pattern	NOUN
futech-481	145	16	of	of	ADP
futech-481	145	17	seasonal	seasonal	ADJ
futech-481	145	18	behaviour	behaviour	NOUN
futech-481	145	19	and	and	CCONJ
futech-481	145	20	both	both	DET
futech-481	145	21	their	their	PRON
futech-481	145	22	corresponding	corresponding	ADJ
futech-481	145	23	time	time	NOUN
futech-481	145	24	indicators	indicator	NOUN
futech-481	145	25	,	,	PUNCT
futech-481	145	26	enabling	enable	VERB
futech-481	145	27	appropriate	appropriate	ADJ
futech-481	145	28	intervention	intervention	NOUN
futech-481	145	29	measures	measure	NOUN
futech-481	145	30	to	to	PART
futech-481	145	31	be	be	AUX
futech-481	145	32	implemented	implement	VERB
futech-481	145	33	.	.	PUNCT
futech-481	146	1	the	the	DET
futech-481	146	2	ai	ai	ADJ
futech-481	146	3	-	-	PUNCT
futech-481	146	4	powered	power	VERB
futech-481	146	5	analytics	analytic	NOUN
futech-481	146	6	framework	framework	NOUN
futech-481	146	7	employs	employ	VERB
futech-481	146	8	multiple	multiple	ADJ
futech-481	146	9	machine	machine	NOUN
futech-481	146	10	learning	learn	VERB
futech-481	146	11	algorithms	algorithm	NOUN
futech-481	146	12	for	for	ADP
futech-481	146	13	different	different	ADJ
futech-481	146	14	analytical	analytical	ADJ
futech-481	146	15	tasks	task	NOUN
futech-481	146	16	.	.	PUNCT
futech-481	147	1	for	for	ADP
futech-481	147	2	early	early	ADJ
futech-481	147	3	warning	warning	NOUN
futech-481	147	4	system	system	NOUN
futech-481	147	5	development	development	NOUN
futech-481	147	6	,	,	PUNCT
futech-481	147	7	random	random	ADJ
futech-481	147	8	forest	forest	NOUN
futech-481	147	9	classifier	classifier	NOUN
futech-481	147	10	(	(	PUNCT
futech-481	147	11	n_estimators=100	n_estimators=100	PROPN
futech-481	147	12	,	,	PUNCT
futech-481	147	13	max_depth=10	max_depth=10	PROPN
futech-481	147	14	,	,	PUNCT
futech-481	147	15	min_samples_split=5	min_samples_split=5	NOUN
futech-481	147	16	)	)	PUNCT
futech-481	147	17	and	and	CCONJ
futech-481	147	18	gradient	gradient	ADJ
futech-481	147	19	boosting	boost	VERB
futech-481	147	20	classifier	classifier	NOUN
futech-481	147	21	(	(	PUNCT
futech-481	147	22	learning_rate=0.1	learning_rate=0.1	PROPN
futech-481	147	23	,	,	PUNCT
futech-481	147	24	n_estimators=200	n_estimators=200	PROPN
futech-481	147	25	,	,	PUNCT
futech-481	147	26	max_depth=5	max_depth=5	PROPN
futech-481	147	27	)	)	PUNCT
futech-481	147	28	were	be	AUX
futech-481	147	29	implemented	implement	VERB
futech-481	147	30	with	with	ADP
futech-481	147	31	70	70	NUM
futech-481	147	32	-	-	SYM
futech-481	147	33	30	30	NUM
futech-481	147	34	train	train	NOUN
futech-481	147	35	-	-	PUNCT
futech-481	147	36	test	test	NOUN
futech-481	147	37	split	split	NOUN
futech-481	147	38	and	and	CCONJ
futech-481	147	39	5	5	NUM
futech-481	147	40	-	-	ADJ
futech-481	147	41	fold	fold	ADJ
futech-481	147	42	cross	cross	NOUN
futech-481	147	43	-	-	NOUN
futech-481	147	44	validation	validation	ADJ
futech-481	147	45	.	.	PUNCT
futech-481	148	1	model	model	NOUN
futech-481	148	2	inputs	input	NOUN
futech-481	148	3	include	include	VERB
futech-481	148	4	15	15	NUM
futech-481	148	5	features	feature	NOUN
futech-481	148	6	:	:	PUNCT
futech-481	148	7	login	login	NOUN
futech-481	148	8	frequency	frequency	NOUN
futech-481	148	9	,	,	PUNCT
futech-481	148	10	session	session	NOUN
futech-481	148	11	duration	duration	NOUN
futech-481	148	12	,	,	PUNCT
futech-481	148	13	resource	resource	NOUN
futech-481	148	14	access	access	NOUN
futech-481	148	15	patterns	pattern	NOUN
futech-481	148	16	,	,	PUNCT
futech-481	148	17	assignment	assignment	NOUN
futech-481	148	18	submission	submission	NOUN
futech-481	148	19	timing	timing	NOUN
futech-481	148	20	,	,	PUNCT
futech-481	148	21	forum	forum	NOUN
futech-481	148	22	participation	participation	NOUN
futech-481	148	23	metrics	metric	NOUN
futech-481	148	24	,	,	PUNCT
futech-481	148	25	and	and	CCONJ
futech-481	148	26	video	video	NOUN
futech-481	148	27	completion	completion	NOUN
futech-481	148	28	rates	rate	NOUN
futech-481	148	29	.	.	PUNCT
futech-481	149	1	the	the	DET
futech-481	149	2	clustering	clustering	ADJ
futech-481	149	3	analysis	analysis	NOUN
futech-481	149	4	utilized	utilize	VERB
futech-481	149	5	the	the	DET
futech-481	149	6	k	k	NOUN
futech-481	149	7	-	-	PUNCT
futech-481	149	8	means	means	NOUN
futech-481	149	9	algorithm	algorithm	NOUN
futech-481	149	10	(	(	PUNCT
futech-481	149	11	k=3	k=3	X
futech-481	149	12	,	,	PUNCT
futech-481	149	13	determined	determine	VERB
futech-481	149	14	by	by	ADP
futech-481	149	15	the	the	DET
futech-481	149	16	elbow	elbow	NOUN
futech-481	149	17	method	method	NOUN
futech-481	149	18	and	and	CCONJ
futech-481	149	19	silhouette	silhouette	NOUN
futech-481	149	20	analysis	analysis	NOUN
futech-481	149	21	)	)	PUNCT
futech-481	149	22	with	with	ADP
futech-481	149	23	standardized	standardized	ADJ
futech-481	149	24	engagement	engagement	NOUN
futech-481	149	25	metrics	metric	NOUN
futech-481	149	26	as	as	ADP
futech-481	149	27	inputs	input	NOUN
futech-481	149	28	.	.	PUNCT
futech-481	150	1	for	for	ADP
futech-481	150	2	predictive	predictive	ADJ
futech-481	150	3	modeling	modeling	NOUN
futech-481	150	4	,	,	PUNCT
futech-481	150	5	lstm	lstm	ADJ
futech-481	150	6	neural	neural	ADJ
futech-481	150	7	networks	network	NOUN
futech-481	150	8	(	(	PUNCT
futech-481	150	9	2	2	NUM
futech-481	150	10	hidden	hidden	ADJ
futech-481	150	11	layers	layer	NOUN
futech-481	150	12	with	with	ADP
futech-481	150	13	128	128	NUM
futech-481	150	14	and	and	CCONJ
futech-481	150	15	64	64	NUM
futech-481	150	16	units	unit	NOUN
futech-481	150	17	,	,	PUNCT
futech-481	150	18	dropout=0.2	dropout=0.2	INTJ
futech-481	150	19	,	,	PUNCT
futech-481	150	20	adam	adam	PROPN
futech-481	150	21	optimizer	optimizer	NOUN
futech-481	150	22	with	with	ADP
futech-481	150	23	learning_rate=0.001	learning_rate=0.001	NOUN
futech-481	150	24	)	)	PUNCT
futech-481	150	25	processed	process	VERB
futech-481	150	26	temporal	temporal	ADJ
futech-481	150	27	sequences	sequence	NOUN
futech-481	150	28	of	of	ADP
futech-481	150	29	weekly	weekly	ADJ
futech-481	150	30	engagement	engagement	NOUN
futech-481	150	31	data	datum	NOUN
futech-481	150	32	to	to	PART
futech-481	150	33	predict	predict	VERB
futech-481	150	34	final	final	ADJ
futech-481	150	35	performance	performance	NOUN
futech-481	150	36	categories	category	NOUN
futech-481	150	37	.	.	PUNCT
futech-481	151	1	model	model	NOUN
futech-481	151	2	optimization	optimization	NOUN
futech-481	151	3	employed	employ	VERB
futech-481	151	4	grid	grid	NOUN
futech-481	151	5	search	search	NOUN
futech-481	151	6	for	for	ADP
futech-481	151	7	hyperparameter	hyperparameter	NOUN
futech-481	151	8	tuning	tuning	NOUN
futech-481	151	9	,	,	PUNCT
futech-481	151	10	with	with	ADP
futech-481	151	11	f1	f1	NOUN
futech-481	151	12	-	-	PUNCT
futech-481	151	13	score	score	NOUN
futech-481	151	14	as	as	ADP
futech-481	151	15	the	the	DET
futech-481	151	16	primary	primary	ADJ
futech-481	151	17	evaluation	evaluation	NOUN
futech-481	151	18	metric	metric	NOUN
futech-481	151	19	.	.	PUNCT
futech-481	152	1	feature	feature	NOUN
futech-481	152	2	importance	importance	NOUN
futech-481	152	3	analysis	analysis	NOUN
futech-481	152	4	identified	identify	VERB
futech-481	152	5	platform	platform	NOUN
futech-481	152	6	engagement	engagement	NOUN
futech-481	152	7	frequency	frequency	NOUN
futech-481	152	8	(	(	PUNCT
futech-481	152	9	importance	importance	NOUN
futech-481	152	10	score=0.42	score=0.42	NOUN
futech-481	152	11	)	)	PUNCT
futech-481	152	12	,	,	PUNCT
futech-481	152	13	assignment	assignment	NOUN
futech-481	152	14	timeliness	timeliness	NOUN
futech-481	152	15	(	(	PUNCT
futech-481	152	16	0.38	0.38	NUM
futech-481	152	17	)	)	PUNCT
futech-481	152	18	,	,	PUNCT
futech-481	152	19	and	and	CCONJ
futech-481	152	20	forum	forum	NOUN
futech-481	152	21	participation	participation	NOUN
futech-481	152	22	(	(	PUNCT
futech-481	152	23	0.27	0.27	NUM
futech-481	152	24	)	)	PUNCT
futech-481	152	25	as	as	ADP
futech-481	152	26	top	top	ADJ
futech-481	152	27	predictors	predictor	NOUN
futech-481	152	28	.	.	PUNCT
futech-481	153	1	the	the	DET
futech-481	153	2	final	final	ADJ
futech-481	153	3	ensemble	ensemble	ADJ
futech-481	153	4	model	model	NOUN
futech-481	153	5	combining	combine	VERB
futech-481	153	6	random	random	ADJ
futech-481	153	7	forest	forest	NOUN
futech-481	153	8	and	and	CCONJ
futech-481	153	9	gradient	gradient	NOUN
futech-481	153	10	boosting	boosting	NOUN
futech-481	153	11	achieved	achieve	VERB
futech-481	153	12	83.7	83.7	NUM
futech-481	153	13	%	%	NOUN
futech-481	153	14	accuracy	accuracy	NOUN
futech-481	153	15	,	,	PUNCT
futech-481	153	16	81.2	81.2	NUM
futech-481	153	17	%	%	NOUN
futech-481	153	18	precision	precision	NOUN
futech-481	153	19	,	,	PUNCT
futech-481	153	20	and	and	CCONJ
futech-481	153	21	79.8	79.8	NUM
futech-481	153	22	%	%	NOUN
futech-481	153	23	recall	recall	NOUN
futech-481	153	24	for	for	ADP
futech-481	153	25	at	at	ADP
futech-481	153	26	-	-	PUNCT
futech-481	153	27	risk	risk	NOUN
futech-481	153	28	student	student	NOUN
futech-481	153	29	identification	identification	NOUN
futech-481	153	30	.	.	PUNCT
futech-481	154	1	quality	quality	NOUN
futech-481	154	2	control	control	NOUN
futech-481	154	3	throughout	throughout	ADP
futech-481	154	4	all	all	DET
futech-481	154	5	levels	level	NOUN
futech-481	154	6	of	of	ADP
futech-481	154	7	the	the	DET
futech-481	154	8	study	study	NOUN
futech-481	154	9	will	will	AUX
futech-481	154	10	be	be	AUX
futech-481	154	11	used	use	VERB
futech-481	154	12	to	to	PART
futech-481	154	13	ensure	ensure	VERB
futech-481	154	14	the	the	DET
futech-481	154	15	quality	quality	NOUN
futech-481	154	16	and	and	CCONJ
futech-481	154	17	credibility	credibility	NOUN
futech-481	154	18	of	of	ADP
futech-481	154	19	the	the	DET
futech-481	154	20	study	study	NOUN
futech-481	154	21	.	.	PUNCT
futech-481	155	1	consistency	consistency	NOUN
futech-481	155	2	of	of	ADP
futech-481	155	3	responses	response	NOUN
futech-481	155	4	in	in	ADP
futech-481	155	5	questionnaire	questionnaire	NOUN
futech-481	155	6	surveys	survey	NOUN
futech-481	155	7	is	be	AUX
futech-481	155	8	tested	test	VERB
futech-481	155	9	using	use	VERB
futech-481	155	10	cronbach	cronbach	NOUN
futech-481	155	11	's	's	PART
futech-481	155	12	alpha	alpha	NOUN
futech-481	155	13	,	,	PUNCT
futech-481	155	14	with	with	ADP
futech-481	155	15	associated	associated	ADJ
futech-481	155	16	measures	measure	NOUN
futech-481	155	17	suggesting	suggest	VERB
futech-481	155	18	strong	strong	ADJ
futech-481	155	19	internal	internal	ADJ
futech-481	155	20	consistency	consistency	NOUN
futech-481	155	21	that	that	PRON
futech-481	155	22	exceeds	exceed	VERB
futech-481	155	23	a	a	DET
futech-481	155	24	minimum	minimum	NOUN
futech-481	155	25	of	of	ADP
futech-481	155	26	0.7	0.7	NUM
futech-481	155	27	.	.	PUNCT
futech-481	156	1	validity	validity	NOUN
futech-481	156	2	measures	measure	NOUN
futech-481	156	3	involve	involve	VERB
futech-481	156	4	content	content	NOUN
futech-481	156	5	validation	validation	NOUN
futech-481	156	6	by	by	ADP
futech-481	156	7	expert	expert	NOUN
futech-481	156	8	opinion	opinion	NOUN
futech-481	156	9	,	,	PUNCT
futech-481	156	10	and	and	CCONJ
futech-481	156	11	construct	construct	VERB
futech-481	156	12	validation	validation	NOUN
futech-481	156	13	by	by	ADP
futech-481	156	14	factor	factor	NOUN
futech-481	156	15	analysis	analysis	NOUN
futech-481	156	16	,	,	PUNCT
futech-481	156	17	whereas	whereas	SCONJ
futech-481	156	18	criterion	criterion	NOUN
futech-481	156	19	validation	validation	NOUN
futech-481	156	20	is	be	AUX
futech-481	156	21	compared	compare	VERB
futech-481	156	22	with	with	ADP
futech-481	156	23	a	a	DET
futech-481	156	24	known	know	VERB
futech-481	156	25	standard	standard	NOUN
futech-481	156	26	.	.	PUNCT
futech-481	157	1	triangulation	triangulation	NOUN
futech-481	157	2	of	of	ADP
futech-481	157	3	data	datum	NOUN
futech-481	157	4	sources	source	NOUN
futech-481	157	5	,	,	PUNCT
futech-481	157	6	which	which	PRON
futech-481	157	7	involves	involve	VERB
futech-481	157	8	crosschecking	crosschecking	NOUN
futech-481	157	9	patterns	pattern	NOUN
futech-481	157	10	found	find	VERB
futech-481	157	11	in	in	ADP
futech-481	157	12	sources	source	NOUN
futech-481	157	13	beyond	beyond	ADP
futech-481	157	14	the	the	DET
futech-481	157	15	literature	literature	NOUN
futech-481	157	16	(	(	PUNCT
futech-481	157	17	such	such	ADJ
futech-481	157	18	as	as	ADP
futech-481	157	19	peer	peer	NOUN
futech-481	157	20	-	-	PUNCT
futech-481	157	21	reviewed	review	VERB
futech-481	157	22	journal	journal	NOUN
futech-481	157	23	articles	article	NOUN
futech-481	157	24	and	and	CCONJ
futech-481	157	25	self	self	NOUN
futech-481	157	26	-	-	PUNCT
futech-481	157	27	reports	report	NOUN
futech-481	157	28	)	)	PUNCT
futech-481	157	29	,	,	PUNCT
futech-481	157	30	enhances	enhance	VERB
futech-481	157	31	the	the	DET
futech-481	157	32	robustness	robustness	NOUN
futech-481	157	33	of	of	ADP
futech-481	157	34	the	the	DET
futech-481	157	35	study	study	NOUN
futech-481	157	36	's	's	PART
futech-481	157	37	findings	finding	NOUN
futech-481	157	38	.	.	PUNCT
futech-481	158	1	all	all	DET
futech-481	158	2	research	research	NOUN
futech-481	158	3	adhered	adhere	VERB
futech-481	158	4	to	to	ADP
futech-481	158	5	strict	strict	ADJ
futech-481	158	6	ethical	ethical	ADJ
futech-481	158	7	protocols	protocol	NOUN
futech-481	158	8	approved	approve	VERB
futech-481	158	9	by	by	ADP
futech-481	158	10	the	the	DET
futech-481	158	11	institutional	institutional	PROPN
futech-481	158	12	review	review	PROPN
futech-481	158	13	board	board	NOUN
futech-481	158	14	(	(	PUNCT
futech-481	158	15	irb	irb	VERB
futech-481	158	16	protocol	protocol	NOUN
futech-481	158	17	#	#	SYM
futech-481	158	18	2024	2024	NUM
futech-481	158	19	-	-	SYM
futech-481	158	20	089	089	NUM
futech-481	158	21	)	)	PUNCT
futech-481	158	22	.	.	PUNCT
futech-481	159	1	multi	multi	ADJ
futech-481	159	2	-	-	ADJ
futech-481	159	3	layered	layered	ADJ
futech-481	159	4	anonymization	anonymization	NOUN
futech-481	159	5	employed	employ	VERB
futech-481	159	6	sha-256	sha-256	PROPN
futech-481	159	7	hashing	hash	VERB
futech-481	159	8	for	for	ADP
futech-481	159	9	student	student	NOUN
futech-481	159	10	identifiers	identifier	NOUN
futech-481	159	11	with	with	ADP
futech-481	159	12	salt	salt	NOUN
futech-481	159	13	values	value	NOUN
futech-481	159	14	,	,	PUNCT
futech-481	159	15	removing	remove	VERB
futech-481	159	16	direct	direct	ADJ
futech-481	159	17	identifiers	identifier	NOUN
futech-481	159	18	and	and	CCONJ
futech-481	159	19	applying	apply	VERB
futech-481	159	20	k	k	NOUN
futech-481	159	21	-	-	NOUN
futech-481	159	22	anonymity	anonymity	NOUN
futech-481	159	23	(	(	PUNCT
futech-481	159	24	k=5	k=5	X
futech-481	159	25	)	)	PUNCT
futech-481	159	26	to	to	PART
futech-481	159	27	prevent	prevent	VERB
futech-481	159	28	reidentification	reidentification	NOUN
futech-481	159	29	.	.	PUNCT
futech-481	160	1	informed	inform	VERB
futech-481	160	2	consent	consent	NOUN
futech-481	160	3	procedures	procedure	NOUN
futech-481	160	4	explicitly	explicitly	ADV
futech-481	160	5	detailed	detail	VERB
futech-481	160	6	ai	ai	VERB
futech-481	160	7	analytics	analytic	NOUN
futech-481	160	8	usage	usage	NOUN
futech-481	160	9	,	,	PUNCT
futech-481	160	10	data	datum	NOUN
futech-481	160	11	types	type	NOUN
futech-481	160	12	collected	collect	VERB
futech-481	160	13	,	,	PUNCT
futech-481	160	14	and	and	CCONJ
futech-481	160	15	predictive	predictive	ADJ
futech-481	160	16	modeling	modeling	NOUN
futech-481	160	17	purposes	purpose	NOUN
futech-481	160	18	,	,	PUNCT
futech-481	160	19	with	with	ADP
futech-481	160	20	opt	opt	VERB
futech-481	160	21	-	-	PUNCT
futech-481	160	22	out	out	ADP
futech-481	160	23	mechanisms	mechanism	NOUN
futech-481	160	24	preserving	preserve	VERB
futech-481	160	25	course	course	NOUN
futech-481	160	26	participation	participation	NOUN
futech-481	160	27	.	.	PUNCT
futech-481	161	1	data	datum	NOUN
futech-481	161	2	lifecycle	lifecycle	PROPN
futech-481	161	3	management	management	NOUN
futech-481	161	4	followed	follow	VERB
futech-481	161	5	retention	retention	NOUN
futech-481	161	6	limits	limit	NOUN
futech-481	161	7	of	of	ADP
futech-481	161	8	18	18	NUM
futech-481	161	9	months	month	NOUN
futech-481	161	10	post	post	ADJ
futech-481	161	11	-	-	NOUN
futech-481	161	12	study	study	ADJ
futech-481	161	13	with	with	ADP
futech-481	161	14	automated	automate	VERB
futech-481	161	15	deletion	deletion	NOUN
futech-481	161	16	protocols	protocol	NOUN
futech-481	161	17	.	.	PUNCT
futech-481	162	1	to	to	PART
futech-481	162	2	address	address	VERB
futech-481	162	3	algorithmic	algorithmic	ADJ
futech-481	162	4	bias	bias	NOUN
futech-481	162	5	in	in	ADP
futech-481	162	6	at	at	ADP
futech-481	162	7	-	-	PUNCT
futech-481	162	8	risk	risk	NOUN
futech-481	162	9	identification	identification	NOUN
futech-481	162	10	,	,	PUNCT
futech-481	162	11	the	the	DET
futech-481	162	12	model	model	NOUN
futech-481	162	13	underwent	underwent	NOUN
futech-481	162	14	fairness	fairness	NOUN
futech-481	162	15	auditing	auditing	NOUN
futech-481	162	16	across	across	ADP
futech-481	162	17	demographic	demographic	ADJ
futech-481	162	18	groups	group	NOUN
futech-481	162	19	,	,	PUNCT
futech-481	162	20	revealing	reveal	VERB
futech-481	162	21	minimal	minimal	ADJ
futech-481	162	22	disparate	disparate	ADJ
futech-481	162	23	impact	impact	NOUN
futech-481	162	24	(	(	PUNCT
futech-481	162	25	80	80	NUM
futech-481	162	26	%	%	NOUN
futech-481	162	27	rule	rule	NOUN
futech-481	162	28	satisfied	satisfied	ADJ
futech-481	162	29	)	)	PUNCT
futech-481	162	30	.	.	PUNCT
futech-481	163	1	regular	regular	ADJ
futech-481	163	2	bias	bias	NOUN
futech-481	163	3	monitoring	monitor	VERB
futech-481	163	4	employed	employ	VERB
futech-481	163	5	confusion	confusion	NOUN
futech-481	163	6	matrix	matrix	NOUN
futech-481	163	7	analysis	analysis	NOUN
futech-481	163	8	stratified	stratify	VERB
futech-481	163	9	by	by	ADP
futech-481	163	10	gender	gender	NOUN
futech-481	163	11	,	,	PUNCT
futech-481	163	12	ethnicity	ethnicity	NOUN
futech-481	163	13	,	,	PUNCT
futech-481	163	14	and	and	CCONJ
futech-481	163	15	socioeconomic	socioeconomic	ADJ
futech-481	163	16	indicators	indicator	NOUN
futech-481	163	17	,	,	PUNCT
futech-481	163	18	with	with	ADP
futech-481	163	19	recalibration	recalibration	NOUN
futech-481	163	20	triggered	trigger	VERB
futech-481	163	21	when	when	SCONJ
futech-481	163	22	group	group	NOUN
futech-481	163	23	-	-	PUNCT
futech-481	163	24	wise	wise	ADJ
futech-481	163	25	false	false	ADJ
futech-481	163	26	positive	positive	ADJ
futech-481	163	27	rates	rate	NOUN
futech-481	163	28	exceeded	exceed	VERB
futech-481	163	29	10	10	NUM
futech-481	163	30	%	%	NOUN
futech-481	163	31	variance	variance	NOUN
futech-481	163	32	.	.	PUNCT
futech-481	164	1	students	student	NOUN
futech-481	164	2	flagged	flag	VERB
futech-481	164	3	as	as	ADP
futech-481	164	4	at	at	ADP
futech-481	164	5	-	-	PUNCT
futech-481	164	6	risk	risk	NOUN
futech-481	164	7	received	receive	VERB
futech-481	164	8	human	human	ADJ
futech-481	164	9	review	review	NOUN
futech-481	164	10	before	before	ADP
futech-481	164	11	interventions	intervention	NOUN
futech-481	164	12	,	,	PUNCT
futech-481	164	13	preventing	prevent	VERB
futech-481	164	14	automated	automated	ADJ
futech-481	164	15	decision	decision	NOUN
futech-481	164	16	-	-	PUNCT
futech-481	164	17	making	making	NOUN
futech-481	164	18	.	.	PUNCT
futech-481	165	1	transparency	transparency	NOUN
futech-481	165	2	measures	measure	NOUN
futech-481	165	3	included	include	VERB
futech-481	165	4	providing	provide	VERB
futech-481	165	5	students	student	NOUN
futech-481	165	6	access	access	NOUN
futech-481	165	7	to	to	ADP
futech-481	165	8	their	their	PRON
futech-481	165	9	risk	risk	NOUN
futech-481	165	10	scores	score	NOUN
futech-481	165	11	and	and	CCONJ
futech-481	165	12	contributing	contribute	VERB
futech-481	165	13	factors	factor	NOUN
futech-481	165	14	upon	upon	SCONJ
futech-481	165	15	request	request	NOUN
futech-481	165	16	.	.	PUNCT
futech-481	166	1	4	4	X
futech-481	166	2	.	.	X
futech-481	166	3	research	research	NOUN
futech-481	166	4	results	result	NOUN
futech-481	166	5	and	and	CCONJ
futech-481	166	6	analysis	analysis	NOUN
futech-481	166	7	4.1	4.1	NUM
futech-481	166	8	descriptive	descriptive	ADJ
futech-481	166	9	statistics	statistic	NOUN
futech-481	166	10	and	and	CCONJ
futech-481	166	11	sample	sample	NOUN
futech-481	166	12	characteristics	characteristic	NOUN
futech-481	166	13	the	the	DET
futech-481	166	14	sampling	sample	VERB
futech-481	166	15	population	population	NOUN
futech-481	166	16	comprised	comprise	VERB
futech-481	166	17	250	250	NUM
futech-481	166	18	undergraduate	undergraduate	NOUN
futech-481	166	19	business	business	NOUN
futech-481	166	20	students	student	NOUN
futech-481	166	21	enrolled	enrol	VERB
futech-481	166	22	in	in	ADP
futech-481	166	23	blended	blended	ADJ
futech-481	166	24	learning	learning	NOUN
futech-481	166	25	classes	class	NOUN
futech-481	166	26	,	,	PUNCT
futech-481	166	27	which	which	PRON
futech-481	166	28	represented	represent	VERB
futech-481	166	29	a	a	DET
futech-481	166	30	well	well	ADV
futech-481	166	31	-	-	PUNCT
futech-481	166	32	distributed	distribute	VERB
futech-481	166	33	demographic	demographic	ADJ
futech-481	166	34	sample	sample	NOUN
futech-481	166	35	.	.	PUNCT
futech-481	167	1	gender	gender	NOUN
futech-481	167	2	representation	representation	NOUN
futech-481	167	3	was	be	AUX
futech-481	167	4	52.4	52.4	NUM
futech-481	167	5	%	%	NOUN
futech-481	167	6	female	female	ADJ
futech-481	167	7	and	and	CCONJ
futech-481	167	8	47.6	47.6	NUM
futech-481	167	9	%	%	NOUN
futech-481	167	10	male	male	NOUN
futech-481	167	11	.	.	PUNCT
futech-481	168	1	the	the	DET
futech-481	168	2	most	most	ADV
futech-481	168	3	common	common	ADJ
futech-481	168	4	age	age	NOUN
futech-481	168	5	range	range	NOUN
futech-481	168	6	was	be	AUX
futech-481	168	7	19	19	NUM
futech-481	168	8	-	-	SYM
futech-481	168	9	21	21	NUM
futech-481	168	10	years	year	NOUN
futech-481	168	11	,	,	PUNCT
futech-481	168	12	representing	represent	VERB
futech-481	168	13	68.8	68.8	NUM
futech-481	168	14	%	%	NOUN
futech-481	168	15	of	of	ADP
futech-481	168	16	the	the	DET
futech-481	168	17	sample	sample	NOUN
futech-481	168	18	,	,	PUNCT
futech-481	168	19	followed	follow	VERB
futech-481	168	20	by	by	ADP
futech-481	168	21	22	22	NUM
futech-481	168	22	-	-	SYM
futech-481	168	23	24	24	NUM
futech-481	168	24	years	year	NOUN
futech-481	168	25	at	at	ADP
futech-481	168	26	24.4	24.4	NUM
futech-481	168	27	%	%	NOUN
futech-481	168	28	and	and	CCONJ
futech-481	168	29	above	above	ADP
futech-481	168	30	24	24	NUM
futech-481	168	31	years	year	NOUN
futech-481	168	32	at	at	ADP
futech-481	168	33	6.8	6.8	NUM
futech-481	168	34	%	%	NOUN
futech-481	168	35	.	.	PUNCT
futech-481	169	1	a	a	DET
futech-481	169	2	measure	measure	NOUN
futech-481	169	3	of	of	ADP
futech-481	169	4	technology	technology	NOUN
futech-481	169	5	readiness	readiness	NOUN
futech-481	169	6	exhibited	exhibit	VERB
futech-481	169	7	high	high	ADJ
futech-481	169	8	levels	level	NOUN
futech-481	169	9	of	of	ADP
futech-481	169	10	digital	digital	ADJ
futech-481	169	11	competence	competence	NOUN
futech-481	169	12	,	,	PUNCT
futech-481	169	13	as	as	SCONJ
futech-481	169	14	indicated	indicate	VERB
futech-481	169	15	by	by	ADP
futech-481	169	16	mean	mean	ADJ
futech-481	169	17	selfefficacy	selfefficacy	NOUN
futech-481	169	18	ratings	rating	NOUN
futech-481	169	19	of	of	ADP
futech-481	169	20	4.12	4.12	NUM
futech-481	169	21	(	(	PUNCT
futech-481	169	22	sd	sd	NOUN
futech-481	169	23	=	=	SYM
futech-481	169	24	0.73	0.73	NUM
futech-481	169	25	)	)	PUNCT
futech-481	169	26	on	on	ADP
futech-481	169	27	a	a	DET
futech-481	169	28	five	five	NUM
futech-481	169	29	-	-	PUNCT
futech-481	169	30	point	point	NOUN
futech-481	169	31	scale	scale	NOUN
futech-481	169	32	.	.	PUNCT
futech-481	170	1	prior	prior	ADJ
futech-481	170	2	online	online	ADJ
futech-481	170	3	learning	learn	VERB
futech-481	170	4	experience	experience	NOUN
futech-481	170	5	varied	varied	ADJ
futech-481	170	6	considerably	considerably	ADV
futech-481	170	7	:	:	PUNCT
futech-481	170	8	extensive	extensive	ADJ
futech-481	170	9	(	(	PUNCT
futech-481	170	10	42.0	42.0	NUM
futech-481	170	11	%	%	NOUN
futech-481	170	12	)	)	PUNCT
futech-481	170	13	,	,	PUNCT
futech-481	170	14	moderate	moderate	ADJ
futech-481	170	15	(	(	PUNCT
futech-481	170	16	38.4	38.4	NUM
futech-481	170	17	%	%	NOUN
futech-481	170	18	)	)	PUNCT
futech-481	170	19	,	,	PUNCT
futech-481	170	20	and	and	CCONJ
futech-481	170	21	minimal	minimal	ADJ
futech-481	170	22	(	(	PUNCT
futech-481	170	23	19.6	19.6	NUM
futech-481	170	24	%	%	NOUN
futech-481	170	25	)	)	PUNCT
futech-481	170	26	.	.	PUNCT
futech-481	171	1	initial	initial	ADJ
futech-481	171	2	academic	academic	ADJ
futech-481	171	3	performance	performance	NOUN
futech-481	171	4	baselines	baseline	NOUN
futech-481	171	5	established	establish	VERB
futech-481	171	6	through	through	ADP
futech-481	171	7	presemester	presemester	NOUN
futech-481	171	8	assessments	assessment	NOUN
futech-481	171	9	showed	show	VERB
futech-481	171	10	mean	mean	ADJ
futech-481	171	11	scores	score	NOUN
futech-481	171	12	of	of	ADP
futech-481	171	13	72.4	72.4	NUM
futech-481	171	14	%	%	NOUN
futech-481	171	15	(	(	PUNCT
futech-481	171	16	sd	sd	NOUN
futech-481	171	17	=	=	SYM
futech-481	171	18	12.3	12.3	NUM
futech-481	171	19	)	)	PUNCT
futech-481	171	20	,	,	PUNCT
futech-481	171	21	providing	provide	VERB
futech-481	171	22	a	a	DET
futech-481	171	23	reference	reference	NOUN
futech-481	171	24	point	point	NOUN
futech-481	171	25	for	for	ADP
futech-481	171	26	measuring	measure	VERB
futech-481	171	27	learning	learning	NOUN
futech-481	171	28	progress	progress	NOUN
futech-481	171	29	.	.	PUNCT
futech-481	172	1	platform	platform	NOUN
futech-481	172	2	adoption	adoption	NOUN
futech-481	172	3	rates	rate	NOUN
futech-481	172	4	reached	reach	VERB
futech-481	172	5	96.4	96.4	NUM
futech-481	172	6	%	%	NOUN
futech-481	172	7	within	within	ADP
futech-481	172	8	the	the	DET
futech-481	172	9	first	first	ADJ
futech-481	172	10	two	two	NUM
futech-481	172	11	weeks	week	NOUN
futech-481	172	12	,	,	PUNCT
futech-481	172	13	indicating	indicate	VERB
futech-481	172	14	successful	successful	ADJ
futech-481	172	15	onboarding	onboarding	NOUN
futech-481	172	16	processes	process	NOUN
futech-481	172	17	.	.	PUNCT
futech-481	173	1	as	as	SCONJ
futech-481	173	2	shown	show	VERB
futech-481	173	3	in	in	ADP
futech-481	173	4	figure	figure	NOUN
futech-481	173	5	2	2	NUM
futech-481	173	6	,	,	PUNCT
futech-481	173	7	the	the	DET
futech-481	173	8	majority	majority	NOUN
futech-481	173	9	of	of	ADP
futech-481	173	10	participants	participant	NOUN
futech-481	173	11	were	be	AUX
futech-481	173	12	in	in	ADP
futech-481	173	13	the	the	DET
futech-481	173	14	traditional	traditional	ADJ
futech-481	173	15	college	college	NOUN
futech-481	173	16	age	age	NOUN
futech-481	173	17	range	range	NOUN
futech-481	173	18	with	with	ADP
futech-481	173	19	moderate	moderate	ADJ
futech-481	173	20	to	to	PART
futech-481	173	21	extensive	extensive	ADJ
futech-481	173	22	digital	digital	ADJ
futech-481	173	23	learning	learning	NOUN
futech-481	173	24	experience	experience	NOUN
futech-481	173	25	,	,	PUNCT
futech-481	173	26	suggesting	suggest	VERB
futech-481	173	27	a	a	DET
futech-481	173	28	technologically	technologically	ADV
futech-481	173	29	prepared	prepare	VERB
futech-481	173	30	cohort	cohort	NOUN
futech-481	173	31	well	well	ADV
futech-481	173	32	-	-	PUNCT
futech-481	173	33	suited	suit	VERB
futech-481	173	34	for	for	ADP
futech-481	173	35	blended	blended	ADJ
futech-481	173	36	learning	learning	NOUN
futech-481	173	37	environments	environment	NOUN
futech-481	173	38	.	.	PUNCT
futech-481	174	1	4.2	4.2	NUM
futech-481	174	2	learning	learn	VERB
futech-481	174	3	behavior	behavior	NOUN
futech-481	174	4	pattern	pattern	NOUN
futech-481	174	5	analysis	analysis	NOUN
futech-481	174	6	platform	platform	NOUN
futech-481	174	7	analytics	analytic	NOUN
futech-481	174	8	revealed	reveal	VERB
futech-481	174	9	distinct	distinct	ADJ
futech-481	174	10	patterns	pattern	NOUN
futech-481	174	11	in	in	ADP
futech-481	174	12	student	student	NOUN
futech-481	174	13	engagement	engagement	NOUN
futech-481	174	14	behaviors	behavior	NOUN
futech-481	174	15	throughout	throughout	ADP
futech-481	174	16	the	the	DET
futech-481	174	17	semester	semester	NOUN
futech-481	174	18	.	.	PUNCT
futech-481	175	1	average	average	ADJ
futech-481	175	2	weekly	weekly	ADJ
futech-481	175	3	login	login	NOUN
futech-481	175	4	frequency	frequency	NOUN
futech-481	175	5	reached	reach	VERB
futech-481	175	6	12.3	12.3	NUM
futech-481	175	7	times	time	NOUN
futech-481	175	8	(	(	PUNCT
futech-481	175	9	sd	sd	NOUN
futech-481	175	10	=	=	SYM
futech-481	175	11	3.8	3.8	NUM
futech-481	175	12	)	)	PUNCT
futech-481	175	13	,	,	PUNCT
futech-481	175	14	with	with	ADP
futech-481	175	15	a	a	DET
futech-481	175	16	mean	mean	ADJ
futech-481	175	17	session	session	NOUN
futech-481	175	18	duration	duration	NOUN
futech-481	175	19	of	of	ADP
futech-481	175	20	47.2	47.2	NUM
futech-481	175	21	minutes	minute	NOUN
futech-481	175	22	(	(	PUNCT
futech-481	175	23	sd	sd	NOUN
futech-481	175	24	=	=	SYM
futech-481	175	25	15.6	15.6	NUM
futech-481	175	26	)	)	PUNCT
futech-481	175	27	.	.	PUNCT
futech-481	176	1	peak	peak	NOUN
futech-481	176	2	usage	usage	NOUN
futech-481	176	3	occurred	occur	VERB
futech-481	176	4	during	during	ADP
futech-481	176	5	weekday	weekday	PROPN
futech-481	176	6	evenings	evening	NOUN
futech-481	176	7	,	,	PUNCT
futech-481	176	8	particularly	particularly	ADV
futech-481	176	9	tuesday	tuesday	PROPN
futech-481	176	10	through	through	ADP
futech-481	176	11	thursday	thursday	PROPN
futech-481	176	12	,	,	PUNCT
futech-481	176	13	with	with	ADP
futech-481	176	14	reduced	reduce	VERB
futech-481	176	15	weekend	weekend	NOUN
futech-481	176	16	activity	activity	NOUN
futech-481	176	17	.	.	PUNCT
futech-481	177	1	figure	figure	NOUN
futech-481	177	2	3	3	NUM
futech-481	177	3	illustrates	illustrate	VERB
futech-481	177	4	the	the	DET
futech-481	177	5	differential	differential	ADJ
futech-481	177	6	engagement	engagement	NOUN
futech-481	177	7	patterns	pattern	NOUN
futech-481	177	8	between	between	ADP
futech-481	177	9	high	high	ADV
futech-481	177	10	-	-	PUNCT
futech-481	177	11	performing	perform	VERB
futech-481	177	12	and	and	CCONJ
futech-481	177	13	average	average	ADV
futech-481	177	14	-	-	PUNCT
futech-481	177	15	performing	perform	VERB
futech-481	177	16	students	student	NOUN
futech-481	177	17	across	across	ADP
futech-481	177	18	five	five	NUM
futech-481	177	19	key	key	ADJ
futech-481	177	20	platform	platform	NOUN
futech-481	177	21	features	feature	NOUN
futech-481	177	22	.	.	PUNCT
futech-481	178	1	resource	resource	NOUN
futech-481	178	2	utilization	utilization	NOUN
futech-481	178	3	analysis	analysis	NOUN
futech-481	178	4	demonstrated	demonstrate	VERB
futech-481	178	5	significant	significant	ADJ
futech-481	178	6	variations	variation	NOUN
futech-481	178	7	,	,	PUNCT
futech-481	178	8	with	with	ADP
futech-481	178	9	video	video	NOUN
futech-481	178	10	lectures	lecture	NOUN
futech-481	178	11	achieving	achieve	VERB
futech-481	178	12	the	the	DET
futech-481	178	13	highest	high	ADJ
futech-481	178	14	overall	overall	ADJ
futech-481	178	15	engagement	engagement	NOUN
futech-481	178	16	rate	rate	NOUN
futech-481	178	17	(	(	PUNCT
futech-481	178	18	87.6	87.6	NUM
futech-481	178	19	%	%	NOUN
futech-481	178	20	)	)	PUNCT
futech-481	178	21	,	,	PUNCT
futech-481	178	22	followed	follow	VERB
futech-481	178	23	by	by	ADP
futech-481	178	24	assessment	assessment	NOUN
futech-481	178	25	activities	activity	NOUN
futech-481	178	26	(	(	PUNCT
futech-481	178	27	72.4	72.4	NUM
futech-481	178	28	%	%	NOUN
futech-481	178	29	)	)	PUNCT
futech-481	178	30	and	and	CCONJ
futech-481	178	31	discussion	discussion	NOUN
futech-481	178	32	forums	forum	NOUN
futech-481	178	33	(	(	PUNCT
futech-481	178	34	61.2	61.2	NUM
futech-481	178	35	%	%	NOUN
futech-481	178	36	)	)	PUNCT
futech-481	178	37	.	.	PUNCT
futech-481	179	1	the	the	DET
futech-481	179	2	comparison	comparison	NOUN
futech-481	179	3	reveals	reveal	VERB
futech-481	179	4	that	that	SCONJ
futech-481	179	5	high	high	ADJ
futech-481	179	6	performers	performer	NOUN
futech-481	179	7	consistently	consistently	ADV
futech-481	179	8	exceeded	exceed	VERB
futech-481	179	9	average	average	ADJ
futech-481	179	10	performers	performer	NOUN
futech-481	179	11	across	across	ADP
futech-481	179	12	all	all	DET
futech-481	179	13	platform	platform	NOUN
futech-481	179	14	features	feature	NOUN
futech-481	179	15	,	,	PUNCT
futech-481	179	16	with	with	ADP
futech-481	179	17	the	the	DET
futech-481	179	18	most	most	ADV
futech-481	179	19	pronounced	pronounced	ADJ
futech-481	179	20	differences	difference	NOUN
futech-481	179	21	in	in	ADP
futech-481	179	22	discussion	discussion	NOUN
futech-481	179	23	forum	forum	NOUN
futech-481	179	24	participation	participation	NOUN
futech-481	179	25	(	(	PUNCT
futech-481	179	26	33	33	NUM
futech-481	179	27	%	%	NOUN
futech-481	179	28	gap	gap	NOUN
futech-481	179	29	)	)	PUNCT
futech-481	179	30	and	and	CCONJ
futech-481	179	31	assignment	assignment	NOUN
futech-481	179	32	submission	submission	NOUN
futech-481	179	33	rates	rate	NOUN
futech-481	179	34	(	(	PUNCT
futech-481	179	35	13	13	NUM
futech-481	179	36	%	%	NOUN
futech-481	179	37	gap	gap	NOUN
futech-481	179	38	)	)	PUNCT
futech-481	179	39	.	.	PUNCT
futech-481	180	1	f.	f.	PROPN
futech-481	180	2	zhang	zhang	PROPN
futech-481	180	3	et	et	PROPN
futech-481	180	4	al	al	PROPN
futech-481	180	5	.	.	PROPN
futech-481	180	6	/future	/future	PUNCT
futech-481	180	7	technology	technology	PROPN
futech-481	180	8	november	november	PROPN
futech-481	180	9	2025|	2025|	NUM
futech-481	180	10	volume	volume	NOUN
futech-481	180	11	04	04	NUM
futech-481	181	1	|	|	ADV
futech-481	181	2	issue	issue	VERB
futech-481	181	3	04	04	NUM
futech-481	182	1	|	|	CCONJ
futech-481	182	2	pages	page	VERB
futech-481	182	3	173	173	NUM
futech-481	182	4	-	-	SYM
futech-481	182	5	184	184	NUM
futech-481	182	6	178	178	NUM
futech-481	182	7	figure	figure	NOUN
futech-481	182	8	2	2	NUM
futech-481	182	9	.	.	PUNCT
futech-481	182	10	participant	participant	ADJ
futech-481	182	11	demographics	demographic	NOUN
futech-481	182	12	and	and	CCONJ
futech-481	182	13	baseline	baseline	PROPN
futech-481	182	14	characteristics	characteristic	NOUN
futech-481	182	15	figure	figure	NOUN
futech-481	182	16	3	3	NUM
futech-481	182	17	.	.	PUNCT
futech-481	182	18	platform	platform	NOUN
futech-481	182	19	feature	feature	NOUN
futech-481	182	20	engagement	engagement	NOUN
futech-481	182	21	by	by	ADP
futech-481	182	22	performance	performance	NOUN
futech-481	182	23	group	group	NOUN
futech-481	182	24	f.	f.	PROPN
futech-481	182	25	zhang	zhang	PROPN
futech-481	182	26	et	et	PROPN
futech-481	182	27	al	al	PROPN
futech-481	182	28	.	.	PROPN
futech-481	182	29	/future	/future	PUNCT
futech-481	182	30	technology	technology	PROPN
futech-481	182	31	november	november	PROPN
futech-481	182	32	2025|	2025|	NUM
futech-481	182	33	volume	volume	NOUN
futech-481	182	34	04	04	NUM
futech-481	183	1	|	|	ADV
futech-481	183	2	issue	issue	VERB
futech-481	183	3	04	04	NUM
futech-481	184	1	|	|	CCONJ
futech-481	184	2	pages	page	VERB
futech-481	184	3	173	173	NUM
futech-481	184	4	-	-	SYM
futech-481	184	5	184	184	NUM
futech-481	184	6	179	179	NUM
futech-481	184	7	k	k	NOUN
futech-481	184	8	-	-	PUNCT
futech-481	184	9	means	means	NOUN
futech-481	184	10	clustering	cluster	VERB
futech-481	184	11	with	with	ADP
futech-481	184	12	euclidean	euclidean	ADJ
futech-481	184	13	distance	distance	NOUN
futech-481	184	14	metric	metric	NOUN
futech-481	184	15	identified	identify	VERB
futech-481	184	16	three	three	NUM
futech-481	184	17	distinct	distinct	ADJ
futech-481	184	18	learner	learner	NOUN
futech-481	184	19	profiles	profile	NOUN
futech-481	184	20	after	after	ADP
futech-481	184	21	z	z	NOUN
futech-481	184	22	-	-	PUNCT
futech-481	184	23	score	score	NOUN
futech-481	184	24	normalization	normalization	NOUN
futech-481	184	25	of	of	ADP
futech-481	184	26	engagement	engagement	NOUN
futech-481	184	27	features	feature	NOUN
futech-481	184	28	.	.	PUNCT
futech-481	185	1	the	the	DET
futech-481	185	2	optimal	optimal	ADJ
futech-481	185	3	k=3	k=3	NOUN
futech-481	185	4	was	be	AUX
futech-481	185	5	validated	validate	VERB
futech-481	185	6	through	through	ADP
futech-481	185	7	the	the	DET
futech-481	185	8	silhouette	silhouette	NOUN
futech-481	185	9	coefficient	coefficient	NOUN
futech-481	185	10	(	(	PUNCT
futech-481	185	11	0.42	0.42	NUM
futech-481	185	12	)	)	PUNCT
futech-481	185	13	and	and	CCONJ
futech-481	185	14	the	the	DET
futech-481	185	15	davies	davy	NOUN
futech-481	185	16	-	-	PUNCT
futech-481	185	17	bouldin	bouldin	NOUN
futech-481	185	18	index	index	NOUN
futech-481	185	19	(	(	PUNCT
futech-481	185	20	1.23	1.23	NUM
futech-481	185	21	)	)	PUNCT
futech-481	185	22	.	.	PUNCT
futech-481	186	1	the	the	DET
futech-481	186	2	resulting	result	VERB
futech-481	186	3	profiles	profile	NOUN
futech-481	186	4	—	—	PUNCT
futech-481	186	5	consistent	consistent	ADJ
futech-481	186	6	engagers	engager	NOUN
futech-481	186	7	(	(	PUNCT
futech-481	186	8	38	38	NUM
futech-481	186	9	%	%	NOUN
futech-481	186	10	)	)	PUNCT
futech-481	186	11	,	,	PUNCT
futech-481	186	12	strategic	strategic	ADJ
futech-481	186	13	users	user	NOUN
futech-481	186	14	(	(	PUNCT
futech-481	186	15	44	44	NUM
futech-481	186	16	%	%	NOUN
futech-481	186	17	)	)	PUNCT
futech-481	186	18	,	,	PUNCT
futech-481	186	19	and	and	CCONJ
futech-481	186	20	minimal	minimal	ADJ
futech-481	186	21	participants	participant	NOUN
futech-481	186	22	(	(	PUNCT
futech-481	186	23	18%)—showed	18%)—showed	ADJ
futech-481	186	24	significant	significant	ADJ
futech-481	186	25	behavioral	behavioral	ADJ
futech-481	186	26	differences	difference	NOUN
futech-481	186	27	(	(	PUNCT
futech-481	186	28	manova	manova	PROPN
futech-481	186	29	:	:	PUNCT
futech-481	186	30	wilks	wilks	PROPN
futech-481	186	31	'	'	PART
futech-481	186	32	λ	λ	NOUN
futech-481	186	33	=	=	NOUN
futech-481	186	34	0.42	0.42	NUM
futech-481	186	35	,	,	PUNCT
futech-481	186	36	p	p	X
futech-481	186	37	<	<	X
futech-481	186	38	0.001	0.001	NUM
futech-481	186	39	)	)	PUNCT
futech-481	186	40	.	.	PUNCT
futech-481	187	1	highperforming	highperforme	VERB
futech-481	187	2	students	student	NOUN
futech-481	187	3	exhibited	exhibit	VERB
futech-481	187	4	23	23	NUM
futech-481	187	5	%	%	NOUN
futech-481	187	6	greater	great	ADJ
futech-481	187	7	forum	forum	NOUN
futech-481	187	8	participation	participation	NOUN
futech-481	187	9	and	and	CCONJ
futech-481	187	10	18	18	NUM
futech-481	187	11	%	%	NOUN
futech-481	187	12	more	more	ADV
futech-481	187	13	consistent	consistent	ADJ
futech-481	187	14	resource	resource	NOUN
futech-481	187	15	access	access	NOUN
futech-481	187	16	compared	compare	VERB
futech-481	187	17	to	to	ADP
futech-481	187	18	average	average	ADJ
futech-481	187	19	performers	performer	NOUN
futech-481	187	20	,	,	PUNCT
futech-481	187	21	suggesting	suggest	VERB
futech-481	187	22	that	that	SCONJ
futech-481	187	23	sustained	sustain	VERB
futech-481	187	24	engagement	engagement	NOUN
futech-481	187	25	correlates	correlate	VERB
futech-481	187	26	strongly	strongly	ADV
futech-481	187	27	with	with	ADP
futech-481	187	28	academic	academic	ADJ
futech-481	187	29	success	success	NOUN
futech-481	187	30	.	.	PUNCT
futech-481	188	1	4.3	4.3	NUM
futech-481	188	2	academic	academic	ADJ
futech-481	188	3	performance	performance	NOUN
futech-481	188	4	evaluation	evaluation	NOUN
futech-481	188	5	learning	learn	VERB
futech-481	188	6	outcome	outcome	NOUN
futech-481	188	7	assessment	assessment	NOUN
futech-481	188	8	revealed	reveal	VERB
futech-481	188	9	substantial	substantial	ADJ
futech-481	188	10	improvements	improvement	NOUN
futech-481	188	11	across	across	ADP
futech-481	188	12	multiple	multiple	ADJ
futech-481	188	13	metrics	metric	NOUN
futech-481	188	14	.	.	PUNCT
futech-481	189	1	overall	overall	ADJ
futech-481	189	2	academic	academic	ADJ
futech-481	189	3	performance	performance	NOUN
futech-481	189	4	increased	increase	VERB
futech-481	189	5	from	from	ADP
futech-481	189	6	baseline	baseline	ADJ
futech-481	189	7	scores	score	NOUN
futech-481	189	8	of	of	ADP
futech-481	189	9	72.4	72.4	NUM
futech-481	189	10	%	%	NOUN
futech-481	189	11	to	to	ADP
futech-481	189	12	final	final	ADJ
futech-481	189	13	averages	average	NOUN
futech-481	189	14	of	of	ADP
futech-481	189	15	81.7	81.7	NUM
futech-481	189	16	%	%	NOUN
futech-481	189	17	,	,	PUNCT
futech-481	189	18	representing	represent	VERB
futech-481	189	19	a	a	DET
futech-481	189	20	statistically	statistically	ADV
futech-481	189	21	significant	significant	ADJ
futech-481	189	22	gain	gain	NOUN
futech-481	189	23	(	(	PUNCT
futech-481	189	24	t	t	NOUN
futech-481	189	25	=	=	SYM
futech-481	189	26	8.34	8.34	NUM
futech-481	189	27	,	,	PUNCT
futech-481	189	28	p	p	X
futech-481	189	29	<	<	X
futech-481	189	30	0.001	0.001	NUM
futech-481	189	31	)	)	PUNCT
futech-481	189	32	.	.	PUNCT
futech-481	190	1	this	this	DET
futech-481	190	2	9.3	9.3	NUM
futech-481	190	3	percentage	percentage	NOUN
futech-481	190	4	point	point	NOUN
futech-481	190	5	improvement	improvement	NOUN
futech-481	190	6	demonstrates	demonstrate	VERB
futech-481	190	7	the	the	DET
futech-481	190	8	effectiveness	effectiveness	NOUN
futech-481	190	9	of	of	ADP
futech-481	190	10	the	the	DET
futech-481	190	11	blended	blended	ADJ
futech-481	190	12	learning	learning	NOUN
futech-481	190	13	approach	approach	NOUN
futech-481	190	14	.	.	PUNCT
futech-481	191	1	figure	figure	VERB
futech-481	191	2	4	4	NUM
futech-481	191	3	displays	display	VERB
futech-481	191	4	the	the	DET
futech-481	191	5	distribution	distribution	NOUN
futech-481	191	6	of	of	ADP
futech-481	191	7	grades	grade	NOUN
futech-481	191	8	across	across	ADP
futech-481	191	9	different	different	ADJ
futech-481	191	10	assessment	assessment	NOUN
futech-481	191	11	categories	category	NOUN
futech-481	191	12	,	,	PUNCT
futech-481	191	13	highlighting	highlight	VERB
futech-481	191	14	performance	performance	NOUN
futech-481	191	15	variations	variation	NOUN
futech-481	191	16	between	between	ADP
futech-481	191	17	assessment	assessment	NOUN
futech-481	191	18	types	type	NOUN
futech-481	191	19	.	.	PUNCT
futech-481	192	1	assignments	assignment	NOUN
futech-481	192	2	showed	show	VERB
futech-481	192	3	the	the	DET
futech-481	192	4	highest	high	ADJ
futech-481	192	5	mean	mean	ADJ
futech-481	192	6	scores	score	NOUN
futech-481	192	7	(	(	PUNCT
futech-481	192	8	82	82	NUM
futech-481	192	9	%	%	NOUN
futech-481	192	10	)	)	PUNCT
futech-481	192	11	,	,	PUNCT
futech-481	192	12	followed	follow	VERB
futech-481	192	13	by	by	ADP
futech-481	192	14	projects	project	NOUN
futech-481	192	15	(	(	PUNCT
futech-481	192	16	85	85	NUM
futech-481	192	17	%	%	NOUN
futech-481	192	18	)	)	PUNCT
futech-481	192	19	,	,	PUNCT
futech-481	192	20	while	while	SCONJ
futech-481	192	21	quizzes	quiz	NOUN
futech-481	192	22	(	(	PUNCT
futech-481	192	23	78	78	NUM
futech-481	192	24	%	%	NOUN
futech-481	192	25	)	)	PUNCT
futech-481	192	26	and	and	CCONJ
futech-481	192	27	final	final	ADJ
futech-481	192	28	examinations	examination	NOUN
futech-481	192	29	(	(	PUNCT
futech-481	192	30	76	76	NUM
futech-481	192	31	%	%	NOUN
futech-481	192	32	)	)	PUNCT
futech-481	192	33	revealed	reveal	VERB
futech-481	192	34	greater	great	ADJ
futech-481	192	35	variability	variability	NOUN
futech-481	192	36	in	in	ADP
futech-481	192	37	student	student	NOUN
futech-481	192	38	performance	performance	NOUN
futech-481	192	39	.	.	PUNCT
futech-481	193	1	the	the	DET
futech-481	193	2	box	box	NOUN
futech-481	193	3	plots	plot	NOUN
futech-481	193	4	indicate	indicate	VERB
futech-481	193	5	relatively	relatively	ADV
futech-481	193	6	consistent	consistent	ADJ
futech-481	193	7	performance	performance	NOUN
futech-481	193	8	in	in	ADP
futech-481	193	9	project	project	NOUN
futech-481	193	10	-	-	PUNCT
futech-481	193	11	based	base	VERB
futech-481	193	12	assessments	assessment	NOUN
futech-481	193	13	,	,	PUNCT
futech-481	193	14	suggesting	suggest	VERB
futech-481	193	15	that	that	SCONJ
futech-481	193	16	collaborative	collaborative	ADJ
futech-481	193	17	and	and	CCONJ
futech-481	193	18	applied	applied	ADJ
futech-481	193	19	learning	learning	NOUN
futech-481	193	20	activities	activity	NOUN
futech-481	193	21	yielded	yield	VERB
futech-481	193	22	more	more	ADJ
futech-481	193	23	uniform	uniform	ADJ
futech-481	193	24	success	success	NOUN
futech-481	193	25	rates	rate	NOUN
futech-481	193	26	.	.	PUNCT
futech-481	194	1	figure	figure	VERB
futech-481	194	2	4	4	NUM
futech-481	194	3	.	.	PUNCT
futech-481	195	1	grade	grade	NOUN
futech-481	195	2	distribution	distribution	NOUN
futech-481	195	3	across	across	ADP
futech-481	195	4	assessment	assessment	NOUN
futech-481	195	5	types	type	NOUN
futech-481	195	6	competency	competency	NOUN
futech-481	195	7	development	development	NOUN
futech-481	195	8	metrics	metric	NOUN
futech-481	195	9	showed	show	VERB
futech-481	195	10	marked	mark	VERB
futech-481	195	11	improvements	improvement	NOUN
futech-481	195	12	:	:	PUNCT
futech-481	195	13	critical	critical	ADJ
futech-481	195	14	thinking	thinking	NOUN
futech-481	195	15	skills	skill	NOUN
futech-481	195	16	increased	increase	VERB
futech-481	195	17	by	by	ADP
futech-481	195	18	24.3	24.3	NUM
futech-481	195	19	%	%	NOUN
futech-481	195	20	,	,	PUNCT
futech-481	195	21	collaborative	collaborative	ADJ
futech-481	195	22	abilities	ability	NOUN
futech-481	195	23	improved	improve	VERB
futech-481	195	24	by	by	ADP
futech-481	195	25	31.2	31.2	NUM
futech-481	195	26	%	%	NOUN
futech-481	195	27	,	,	PUNCT
futech-481	195	28	and	and	CCONJ
futech-481	195	29	digital	digital	ADJ
futech-481	195	30	literacy	literacy	NOUN
futech-481	195	31	advanced	advance	VERB
futech-481	195	32	by	by	ADP
futech-481	195	33	28.7	28.7	NUM
futech-481	195	34	%	%	NOUN
futech-481	195	35	.	.	PUNCT
futech-481	196	1	student	student	NOUN
futech-481	196	2	satisfaction	satisfaction	NOUN
futech-481	196	3	ratings	rating	NOUN
futech-481	196	4	averaged	average	VERB
futech-481	196	5	4.23	4.23	NUM
futech-481	196	6	(	(	PUNCT
futech-481	196	7	sd	sd	NOUN
futech-481	196	8	=	=	SYM
futech-481	196	9	0.68	0.68	NUM
futech-481	196	10	)	)	PUNCT
futech-481	196	11	on	on	ADP
futech-481	196	12	a	a	DET
futech-481	196	13	five	five	NUM
futech-481	196	14	-	-	PUNCT
futech-481	196	15	point	point	NOUN
futech-481	196	16	scale	scale	NOUN
futech-481	196	17	,	,	PUNCT
futech-481	196	18	with	with	ADP
futech-481	196	19	flexibility	flexibility	NOUN
futech-481	196	20	of	of	ADP
futech-481	196	21	learning	learn	VERB
futech-481	196	22	(	(	PUNCT
futech-481	196	23	m	m	PROPN
futech-481	196	24	=	=	NOUN
futech-481	196	25	4.45	4.45	NUM
futech-481	196	26	)	)	PUNCT
futech-481	196	27	and	and	CCONJ
futech-481	196	28	resource	resource	NOUN
futech-481	196	29	accessibility	accessibility	NOUN
futech-481	196	30	(	(	PUNCT
futech-481	196	31	m	m	PROPN
futech-481	196	32	=	=	NOUN
futech-481	196	33	4.38	4.38	NUM
futech-481	196	34	)	)	PUNCT
futech-481	196	35	receiving	receive	VERB
futech-481	196	36	the	the	DET
futech-481	196	37	highest	high	ADJ
futech-481	196	38	ratings	rating	NOUN
futech-481	196	39	.	.	PUNCT
futech-481	197	1	qualitative	qualitative	ADJ
futech-481	197	2	feedback	feedback	NOUN
futech-481	197	3	consistently	consistently	ADV
futech-481	197	4	highlighted	highlight	VERB
futech-481	197	5	the	the	DET
futech-481	197	6	value	value	NOUN
futech-481	197	7	of	of	ADP
futech-481	197	8	self	self	NOUN
futech-481	197	9	-	-	PUNCT
futech-481	197	10	paced	pace	VERB
futech-481	197	11	learning	learning	NOUN
futech-481	197	12	combined	combine	VERB
futech-481	197	13	with	with	ADP
futech-481	197	14	structured	structured	ADJ
futech-481	197	15	face	face	NOUN
futech-481	197	16	-	-	PUNCT
futech-481	197	17	to	to	ADP
futech-481	197	18	-	-	PUNCT
futech-481	197	19	face	face	NOUN
futech-481	197	20	sessions	session	NOUN
futech-481	197	21	.	.	PUNCT
futech-481	198	1	4.4	4.4	NUM
futech-481	198	2	predictive	predictive	ADJ
futech-481	198	3	analysis	analysis	NOUN
futech-481	198	4	and	and	CCONJ
futech-481	198	5	learning	learn	VERB
futech-481	198	6	trajectories	trajectory	NOUN
futech-481	198	7	multiple	multiple	ADJ
futech-481	198	8	regression	regression	NOUN
futech-481	198	9	analysis	analysis	NOUN
futech-481	198	10	identified	identify	VERB
futech-481	198	11	key	key	ADJ
futech-481	198	12	predictors	predictor	NOUN
futech-481	198	13	of	of	ADP
futech-481	198	14	academic	academic	ADJ
futech-481	198	15	success	success	NOUN
futech-481	198	16	in	in	ADP
futech-481	198	17	the	the	DET
futech-481	198	18	blended	blended	ADJ
futech-481	198	19	environment	environment	NOUN
futech-481	198	20	.	.	PUNCT
futech-481	199	1	platform	platform	NOUN
futech-481	199	2	engagement	engagement	NOUN
futech-481	199	3	frequency	frequency	NOUN
futech-481	199	4	emerged	emerge	VERB
futech-481	199	5	as	as	ADP
futech-481	199	6	the	the	DET
futech-481	199	7	strongest	strong	ADJ
futech-481	199	8	predictor	predictor	NOUN
futech-481	199	9	(	(	PUNCT
futech-481	199	10	𝛽	𝛽	NOUN
futech-481	199	11	=	=	NOUN
futech-481	199	12	0.42	0.42	NUM
futech-481	199	13	,	,	PUNCT
futech-481	199	14	p	p	X
futech-481	199	15	<	<	X
futech-481	199	16	0.001	0.001	NUM
futech-481	199	17	)	)	PUNCT
futech-481	199	18	,	,	PUNCT
futech-481	199	19	followed	follow	VERB
futech-481	199	20	by	by	ADP
futech-481	199	21	assignment	assignment	NOUN
futech-481	199	22	completion	completion	NOUN
futech-481	199	23	timeliness	timeliness	NOUN
futech-481	199	24	(	(	PUNCT
futech-481	199	25	𝛽	𝛽	NOUN
futech-481	199	26	=	=	NOUN
futech-481	199	27	0.38	0.38	NUM
futech-481	199	28	,	,	PUNCT
futech-481	199	29	p	p	X
futech-481	199	30	<	<	X
futech-481	199	31	0.001	0.001	NUM
futech-481	199	32	)	)	PUNCT
futech-481	199	33	and	and	CCONJ
futech-481	199	34	discussion	discussion	NOUN
futech-481	199	35	forum	forum	NOUN
futech-481	199	36	participation	participation	NOUN
futech-481	199	37	(	(	PUNCT
futech-481	199	38	𝛽	𝛽	NOUN
futech-481	199	39	=	=	SYM
futech-481	199	40	0.27	0.27	NUM
futech-481	199	41	,	,	PUNCT
futech-481	199	42	p	p	X
futech-481	199	43	<	<	X
futech-481	199	44	0.01	0.01	NUM
futech-481	199	45	)	)	PUNCT
futech-481	199	46	.	.	PUNCT
futech-481	200	1	these	these	DET
futech-481	200	2	variables	variable	NOUN
futech-481	200	3	collectively	collectively	ADV
futech-481	200	4	explained	explain	VERB
futech-481	200	5	58.4	58.4	NUM
futech-481	200	6	%	%	NOUN
futech-481	200	7	of	of	ADP
futech-481	200	8	the	the	DET
futech-481	200	9	variance	variance	NOUN
futech-481	200	10	in	in	ADP
futech-481	200	11	final	final	ADJ
futech-481	200	12	performance	performance	NOUN
futech-481	200	13	outcomes	outcome	NOUN
futech-481	200	14	(	(	PUNCT
futech-481	200	15	r	r	NOUN
futech-481	200	16	²	²	NUM
futech-481	200	17	=	=	SYM
futech-481	200	18	0.584	0.584	NUM
futech-481	200	19	,	,	PUNCT
futech-481	200	20	f(3,246	f(3,246	X
futech-481	200	21	)	)	PUNCT
futech-481	200	22	=	=	PUNCT
futech-481	201	1	114.23	114.23	NUM
futech-481	201	2	,	,	PUNCT
futech-481	201	3	p	p	X
futech-481	201	4	<	<	X
futech-481	201	5	0.001	0.001	NUM
futech-481	201	6	)	)	PUNCT
futech-481	201	7	.	.	PUNCT
futech-481	202	1	structural	structural	ADJ
futech-481	202	2	equation	equation	NOUN
futech-481	202	3	modeling	model	VERB
futech-481	202	4	validated	validate	VERB
futech-481	202	5	the	the	DET
futech-481	202	6	hypothesized	hypothesized	ADJ
futech-481	202	7	relationships	relationship	NOUN
futech-481	202	8	between	between	ADP
futech-481	202	9	constructs	construct	NOUN
futech-481	202	10	with	with	ADP
futech-481	202	11	acceptable	acceptable	ADJ
futech-481	202	12	model	model	NOUN
futech-481	202	13	fit	fit	ADJ
futech-481	202	14	indices	index	NOUN
futech-481	202	15	:	:	PUNCT
futech-481	202	16	𝑥	𝑥	PROPN
futech-481	202	17	2	2	NUM
futech-481	202	18	𝑑𝑓⁄	𝑑𝑓⁄	VERB
futech-481	202	19	=	=	SYM
futech-481	202	20	2.87	2.87	NUM
futech-481	202	21	,	,	PUNCT
futech-481	202	22	cfi	cfi	NOUN
futech-481	202	23	=	=	PROPN
futech-481	202	24	0.912	0.912	NUM
futech-481	202	25	,	,	PUNCT
futech-481	202	26	tli	tli	X
futech-481	202	27	=	=	SYM
futech-481	202	28	0.894	0.894	NUM
futech-481	202	29	,	,	PUNCT
futech-481	202	30	rmsea	rmsea	NOUN
futech-481	202	31	=	=	SYM
futech-481	202	32	0.077	0.077	NUM
futech-481	202	33	(	(	PUNCT
futech-481	202	34	90	90	NUM
futech-481	202	35	%	%	NOUN
futech-481	202	36	ci	ci	NOUN
futech-481	202	37	:	:	PUNCT
futech-481	202	38	0.061	0.061	NUM
futech-481	202	39	-	-	SYM
futech-481	202	40	0.093	0.093	NUM
futech-481	202	41	)	)	PUNCT
futech-481	202	42	,	,	PUNCT
futech-481	202	43	srmr	srmr	VERB
futech-481	202	44	=	=	PROPN
futech-481	202	45	0.063	0.063	NUM
futech-481	202	46	.	.	PUNCT
futech-481	203	1	construct	construct	VERB
futech-481	203	2	validity	validity	NOUN
futech-481	203	3	was	be	AUX
futech-481	203	4	established	establish	VERB
futech-481	203	5	through	through	ADP
futech-481	203	6	convergent	convergent	NOUN
futech-481	203	7	validity	validity	NOUN
futech-481	203	8	(	(	PUNCT
futech-481	203	9	ave	ave	NOUN
futech-481	203	10	ranging	range	VERB
futech-481	203	11	from	from	ADP
futech-481	203	12	0.51	0.51	NUM
futech-481	203	13	to	to	PART
futech-481	203	14	0.67	0.67	NUM
futech-481	203	15	)	)	PUNCT
futech-481	203	16	and	and	CCONJ
futech-481	203	17	discriminant	discriminant	ADJ
futech-481	203	18	validity	validity	NOUN
futech-481	203	19	assessment	assessment	NOUN
futech-481	203	20	using	use	VERB
futech-481	203	21	the	the	DET
futech-481	203	22	fornell	fornell	ADJ
futech-481	203	23	-	-	PUNCT
futech-481	203	24	larcker	larcker	NOUN
futech-481	203	25	criterion	criterion	NOUN
futech-481	203	26	.	.	PUNCT
futech-481	204	1	composite	composite	ADJ
futech-481	204	2	reliability	reliability	NOUN
futech-481	204	3	values	value	NOUN
futech-481	204	4	ranged	range	VERB
futech-481	204	5	from	from	ADP
futech-481	204	6	0.78	0.78	NUM
futech-481	204	7	to	to	ADP
futech-481	204	8	0.89	0.89	NUM
futech-481	204	9	,	,	PUNCT
futech-481	204	10	exceeding	exceed	VERB
futech-481	204	11	the	the	DET
futech-481	204	12	0.70	0.70	NUM
futech-481	204	13	threshold	threshold	NOUN
futech-481	204	14	.	.	PUNCT
futech-481	205	1	table	table	NOUN
futech-481	205	2	2	2	NUM
futech-481	205	3	presents	present	VERB
futech-481	205	4	the	the	DET
futech-481	205	5	standardized	standardized	ADJ
futech-481	205	6	path	path	NOUN
futech-481	205	7	coefficients	coefficient	NOUN
futech-481	205	8	and	and	CCONJ
futech-481	205	9	hypothesis	hypothesis	NOUN
futech-481	205	10	testing	testing	NOUN
futech-481	205	11	results	result	NOUN
futech-481	205	12	.	.	PUNCT
futech-481	206	1	f.	f.	PROPN
futech-481	206	2	zhang	zhang	PROPN
futech-481	206	3	et	et	PROPN
futech-481	206	4	al	al	PROPN
futech-481	206	5	.	.	PROPN
futech-481	206	6	/future	/future	PUNCT
futech-481	206	7	technology	technology	PROPN
futech-481	206	8	november	november	PROPN
futech-481	206	9	2025|	2025|	NUM
futech-481	206	10	volume	volume	NOUN
futech-481	206	11	04	04	NUM
futech-481	207	1	|	|	ADV
futech-481	207	2	issue	issue	VERB
futech-481	207	3	04	04	NUM
futech-481	208	1	|	|	CCONJ
futech-481	208	2	pages	page	VERB
futech-481	208	3	173	173	NUM
futech-481	208	4	-	-	SYM
futech-481	208	5	184	184	NUM
futech-481	208	6	180	180	NUM
futech-481	208	7	figure	figure	NOUN
futech-481	208	8	5	5	NUM
futech-481	208	9	demonstrates	demonstrate	VERB
futech-481	208	10	the	the	DET
futech-481	208	11	distinct	distinct	ADJ
futech-481	208	12	learning	learning	NOUN
futech-481	208	13	trajectory	trajectory	NOUN
futech-481	208	14	patterns	pattern	NOUN
futech-481	208	15	of	of	ADP
futech-481	208	16	three	three	NUM
futech-481	208	17	student	student	NOUN
futech-481	208	18	clusters	cluster	NOUN
futech-481	208	19	throughout	throughout	ADP
futech-481	208	20	the	the	DET
futech-481	208	21	semester	semester	NOUN
futech-481	208	22	.	.	PUNCT
futech-481	209	1	high	high	ADJ
futech-481	209	2	achievers	achiever	NOUN
futech-481	209	3	(	(	PUNCT
futech-481	209	4	22	22	NUM
futech-481	209	5	%	%	NOUN
futech-481	209	6	)	)	PUNCT
futech-481	209	7	showed	show	VERB
futech-481	209	8	consistent	consistent	ADJ
futech-481	209	9	upward	upward	ADJ
futech-481	209	10	progression	progression	NOUN
futech-481	209	11	from	from	ADP
futech-481	209	12	week	week	NOUN
futech-481	209	13	1	1	NUM
futech-481	209	14	(	(	PUNCT
futech-481	209	15	75	75	NUM
futech-481	209	16	%	%	NOUN
futech-481	209	17	)	)	PUNCT
futech-481	209	18	to	to	ADP
futech-481	209	19	week	week	NOUN
futech-481	209	20	16	16	NUM
futech-481	209	21	(	(	PUNCT
futech-481	209	22	89	89	NUM
futech-481	209	23	%	%	NOUN
futech-481	209	24	)	)	PUNCT
futech-481	209	25	,	,	PUNCT
futech-481	209	26	while	while	SCONJ
futech-481	209	27	steady	steady	ADJ
futech-481	209	28	progressors	progressor	NOUN
futech-481	209	29	(	(	PUNCT
futech-481	209	30	56	56	NUM
futech-481	209	31	%	%	NOUN
futech-481	209	32	)	)	PUNCT
futech-481	209	33	demonstrated	demonstrate	VERB
futech-481	209	34	gradual	gradual	ADJ
futech-481	209	35	improvement	improvement	NOUN
futech-481	209	36	from	from	ADP
futech-481	209	37	68	68	NUM
futech-481	209	38	%	%	NOUN
futech-481	209	39	to	to	PART
futech-481	209	40	80	80	NUM
futech-481	209	41	%	%	NOUN
futech-481	209	42	.	.	PUNCT
futech-481	210	1	the	the	DET
futech-481	210	2	at	at	ADP
futech-481	210	3	-	-	PUNCT
futech-481	210	4	risk	risk	NOUN
futech-481	210	5	group	group	NOUN
futech-481	210	6	(	(	PUNCT
futech-481	210	7	22	22	NUM
futech-481	210	8	%	%	NOUN
futech-481	210	9	)	)	PUNCT
futech-481	210	10	exhibited	exhibit	VERB
futech-481	210	11	minimal	minimal	ADJ
futech-481	210	12	growth	growth	NOUN
futech-481	210	13	,	,	PUNCT
futech-481	210	14	progressing	progress	VERB
futech-481	210	15	only	only	ADV
futech-481	210	16	from	from	ADP
futech-481	210	17	65	65	NUM
futech-481	210	18	%	%	NOUN
futech-481	210	19	to	to	PART
futech-481	210	20	70	70	NUM
futech-481	210	21	%	%	NOUN
futech-481	210	22	,	,	PUNCT
futech-481	210	23	with	with	ADP
futech-481	210	24	clear	clear	ADJ
futech-481	210	25	divergence	divergence	NOUN
futech-481	210	26	from	from	ADP
futech-481	210	27	other	other	ADJ
futech-481	210	28	groups	group	NOUN
futech-481	210	29	emerging	emerge	VERB
futech-481	210	30	by	by	ADP
futech-481	210	31	week	week	NOUN
futech-481	210	32	4	4	NUM
futech-481	210	33	.	.	PUNCT
futech-481	210	34	machine	machine	NOUN
futech-481	210	35	learning	learn	VERB
futech-481	210	36	algorithms	algorithm	NOUN
futech-481	210	37	successfully	successfully	ADV
futech-481	210	38	identified	identify	VERB
futech-481	210	39	atrisk	atrisk	PROPN
futech-481	210	40	students	student	NOUN
futech-481	210	41	with	with	ADP
futech-481	210	42	83.7	83.7	NUM
futech-481	210	43	%	%	NOUN
futech-481	210	44	accuracy	accuracy	NOUN
futech-481	210	45	by	by	ADP
futech-481	210	46	week	week	NOUN
futech-481	210	47	four	four	NUM
futech-481	210	48	.	.	PUNCT
futech-481	211	1	early	early	ADJ
futech-481	211	2	warning	warning	NOUN
futech-481	211	3	indicators	indicator	NOUN
futech-481	211	4	included	include	VERB
futech-481	211	5	irregular	irregular	ADJ
futech-481	211	6	login	login	NOUN
futech-481	211	7	patterns	pattern	NOUN
futech-481	211	8	(	(	PUNCT
futech-481	211	9	or	or	CCONJ
futech-481	211	10	=	=	SYM
futech-481	211	11	2.34	2.34	NUM
futech-481	211	12	,	,	PUNCT
futech-481	211	13	95	95	NUM
futech-481	211	14	%	%	NOUN
futech-481	211	15	ci	ci	NOUN
futech-481	211	16	:	:	PUNCT
futech-481	211	17	1.82	1.82	NUM
futech-481	211	18	-	-	SYM
futech-481	211	19	3.01	3.01	NUM
futech-481	211	20	)	)	PUNCT
futech-481	211	21	,	,	PUNCT
futech-481	211	22	delayed	delay	VERB
futech-481	211	23	submissions	submission	NOUN
futech-481	211	24	(	(	PUNCT
futech-481	211	25	or	or	CCONJ
futech-481	211	26	=	=	SYM
futech-481	211	27	2.89	2.89	NUM
futech-481	211	28	,	,	PUNCT
futech-481	211	29	95	95	NUM
futech-481	211	30	%	%	NOUN
futech-481	211	31	ci	ci	NOUN
futech-481	211	32	:	:	PUNCT
futech-481	211	33	2.23	2.23	NUM
futech-481	211	34	-	-	SYM
futech-481	211	35	3.74	3.74	NUM
futech-481	211	36	)	)	PUNCT
futech-481	211	37	,	,	PUNCT
futech-481	211	38	and	and	CCONJ
futech-481	211	39	minimal	minimal	ADJ
futech-481	211	40	peer	peer	NOUN
futech-481	211	41	interaction	interaction	NOUN
futech-481	211	42	(	(	PUNCT
futech-481	211	43	or	or	CCONJ
futech-481	211	44	=	=	NUM
futech-481	211	45	1.92	1.92	NUM
futech-481	211	46	,	,	PUNCT
futech-481	211	47	95	95	NUM
futech-481	211	48	%	%	NOUN
futech-481	211	49	ci	ci	NOUN
futech-481	211	50	:	:	PUNCT
futech-481	211	51	1.51	1.51	NUM
futech-481	211	52	-	-	SYM
futech-481	211	53	2.44	2.44	NUM
futech-481	211	54	)	)	PUNCT
futech-481	211	55	.	.	PUNCT
futech-481	212	1	students	student	NOUN
futech-481	212	2	receiving	receive	VERB
futech-481	212	3	algorithm	algorithm	NOUN
futech-481	212	4	-	-	PUNCT
futech-481	212	5	triggered	trigger	VERB
futech-481	212	6	interventions	intervention	NOUN
futech-481	212	7	demonstrated	demonstrate	VERB
futech-481	212	8	67	67	NUM
futech-481	212	9	%	%	NOUN
futech-481	212	10	improvement	improvement	NOUN
futech-481	212	11	in	in	ADP
futech-481	212	12	final	final	ADJ
futech-481	212	13	outcomes	outcome	NOUN
futech-481	212	14	compared	compare	VERB
futech-481	212	15	to	to	ADP
futech-481	212	16	historical	historical	ADJ
futech-481	212	17	cohorts	cohort	NOUN
futech-481	212	18	from	from	ADP
futech-481	212	19	the	the	DET
futech-481	212	20	previous	previous	ADJ
futech-481	212	21	academic	academic	ADJ
futech-481	212	22	year	year	NOUN
futech-481	212	23	(	(	PUNCT
futech-481	212	24	n=218	n=218	NOUN
futech-481	212	25	)	)	PUNCT
futech-481	212	26	who	who	PRON
futech-481	212	27	experienced	experience	VERB
futech-481	212	28	traditional	traditional	ADJ
futech-481	212	29	blended	blended	ADJ
futech-481	212	30	learning	learning	NOUN
futech-481	212	31	without	without	ADP
futech-481	212	32	ai	ai	PROPN
futech-481	212	33	analytics	analytic	NOUN
futech-481	212	34	,	,	PUNCT
futech-481	212	35	providing	provide	VERB
futech-481	212	36	a	a	DET
futech-481	212	37	quasi	quasi	ADJ
futech-481	212	38	-	-	ADJ
futech-481	212	39	experimental	experimental	ADJ
futech-481	212	40	table	table	NOUN
futech-481	212	41	2	2	NUM
futech-481	212	42	.	.	PUNCT
futech-481	212	43	sem	sem	PROPN
futech-481	212	44	path	path	NOUN
futech-481	212	45	coefficients	coefficient	NOUN
futech-481	212	46	and	and	CCONJ
futech-481	212	47	model	model	NOUN
futech-481	212	48	fit	fit	PROPN
futech-481	212	49	statistics	statistics	PROPN
futech-481	212	50	path	path	PROPN
futech-481	212	51	standardized	standardized	ADJ
futech-481	212	52	coefficient	coefficient	NOUN
futech-481	212	53	se	se	PROPN
futech-481	212	54	t	t	PROPN
futech-481	212	55	-	-	PUNCT
futech-481	212	56	value	value	NOUN
futech-481	212	57	p	p	NOUN
futech-481	212	58	-	-	PUNCT
futech-481	212	59	value	value	NOUN
futech-481	212	60	result	result	NOUN
futech-481	212	61	platform	platform	NOUN
futech-481	212	62	characteristics	characteristic	NOUN
futech-481	212	63	→	→	PUNCT
futech-481	212	64	engagement	engagement	NOUN
futech-481	212	65	0.46	0.46	NUM
futech-481	212	66	*	*	PUNCT
futech-481	212	67	*	*	PUNCT
futech-481	212	68	*	*	PUNCT
futech-481	212	69	0.09	0.09	NUM
futech-481	212	70	5.11	5.11	NUM
futech-481	212	71	<	<	NOUN
futech-481	212	72	0.001	0.001	NUM
futech-481	212	73	h1	h1	NOUN
futech-481	212	74	supported	support	VERB
futech-481	212	75	instructional	instructional	ADJ
futech-481	212	76	quality	quality	NOUN
futech-481	212	77	→	→	PUNCT
futech-481	212	78	self	self	NOUN
futech-481	212	79	-	-	PUNCT
futech-481	212	80	efficacy	efficacy	NOUN
futech-481	212	81	0.52	0.52	NUM
futech-481	212	82	*	*	PUNCT
futech-481	212	83	*	*	PUNCT
futech-481	212	84	*	*	PUNCT
futech-481	212	85	0.08	0.08	NUM
futech-481	212	86	6.50	6.50	NUM
futech-481	212	87	<	<	NOUN
futech-481	212	88	0.001	0.001	NUM
futech-481	212	89	h2	h2	NOUN
futech-481	212	90	supported	support	VERB
futech-481	212	91	engagement	engagement	NOUN
futech-481	212	92	→	→	SYM
futech-481	212	93	learning	learn	VERB
futech-481	212	94	effectiveness	effectiveness	NOUN
futech-481	212	95	0.37	0.37	NUM
futech-481	212	96	*	*	PUNCT
futech-481	212	97	*	*	PUNCT
futech-481	212	98	*	*	PUNCT
futech-481	212	99	0.07	0.07	NUM
futech-481	212	100	5.29	5.29	NUM
futech-481	212	101	<	<	NOUN
futech-481	212	102	0.001	0.001	NUM
futech-481	212	103	h3	h3	NOUN
futech-481	212	104	supported	support	VERB
futech-481	212	105	self	self	NOUN
futech-481	212	106	-	-	PUNCT
futech-481	212	107	efficacy	efficacy	NOUN
futech-481	212	108	→	→	SYM
futech-481	212	109	learning	learn	VERB
futech-481	212	110	effectiveness	effectiveness	NOUN
futech-481	212	111	0.31	0.31	NUM
futech-481	212	112	*	*	SYM
futech-481	212	113	*	*	PUNCT
futech-481	212	114	0.09	0.09	NUM
futech-481	212	115	3.44	3.44	NUM
futech-481	212	116	0.002	0.002	NUM
futech-481	212	117	h4	h4	NOUN
futech-481	212	118	supported	support	VERB
futech-481	212	119	indirect	indirect	ADJ
futech-481	212	120	effects	effect	NOUN
futech-481	212	121	platform	platform	NOUN
futech-481	212	122	→	→	SYM
futech-481	212	123	engagement	engagement	NOUN
futech-481	212	124	→	→	SYM
futech-481	212	125	learning	learn	VERB
futech-481	212	126	0.17	0.17	NUM
futech-481	212	127	*	*	PROPN
futech-481	212	128	*	*	NOUN
futech-481	212	129	0.06	0.06	NUM
futech-481	212	130	2.83	2.83	NUM
futech-481	212	131	0.005	0.005	NUM
futech-481	212	132	mediation	mediation	NOUN
futech-481	212	133	instruction	instruction	NOUN
futech-481	212	134	→	→	ADP
futech-481	212	135	self	self	NOUN
futech-481	212	136	-	-	PUNCT
futech-481	212	137	efficacy	efficacy	NOUN
futech-481	212	138	→	→	SYM
futech-481	212	139	learning	learn	VERB
futech-481	212	140	0.16	0.16	NUM
futech-481	212	141	*	*	NOUN
futech-481	212	142	0.07	0.07	NUM
futech-481	212	143	2.29	2.29	NUM
futech-481	212	144	0.022	0.022	NUM
futech-481	212	145	mediation	mediation	NOUN
futech-481	212	146	note	note	NOUN
futech-481	212	147	:	:	PUNCT
futech-481	212	148	*	*	PUNCT
futech-481	212	149	*	*	PUNCT
futech-481	212	150	*	*	PUNCT
futech-481	212	151	p<0.01	p<0.01	PROPN
futech-481	212	152	,	,	PUNCT
futech-481	212	153	*	*	PUNCT
futech-481	212	154	*	*	PUNCT
futech-481	212	155	p<0.05	p<0.05	NOUN
futech-481	212	156	,	,	PUNCT
futech-481	212	157	*	*	PROPN
futech-481	212	158	p<0.1	p<0.1	NUM
futech-481	212	159	;	;	PUNCT
futech-481	212	160	model	model	NOUN
futech-481	212	161	fit	fit	PROPN
futech-481	212	162	:	:	PUNCT
futech-481	212	163	𝑥	𝑥	PROPN
futech-481	212	164	2	2	NUM
futech-481	212	165	𝑑𝑓⁄	𝑑𝑓⁄	VERB
futech-481	212	166	=	=	SYM
futech-481	212	167	2.87	2.87	NUM
futech-481	212	168	,	,	PUNCT
futech-481	212	169	cfi=0.912	cfi=0.912	PROPN
futech-481	212	170	,	,	PUNCT
futech-481	212	171	tli=0.894	tli=0.894	PROPN
futech-481	212	172	,	,	PUNCT
futech-481	212	173	rmsea=0.077	rmsea=0.077	NOUN
futech-481	212	174	figure	figure	NOUN
futech-481	213	1	5	5	NUM
futech-481	213	2	.	.	PUNCT
futech-481	213	3	student	student	NOUN
futech-481	213	4	learning	learning	NOUN
futech-481	213	5	trajectory	trajectory	NOUN
futech-481	213	6	patterns	pattern	NOUN
futech-481	213	7	f.	f.	PROPN
futech-481	213	8	zhang	zhang	PROPN
futech-481	213	9	et	et	PROPN
futech-481	213	10	al	al	PROPN
futech-481	213	11	.	.	PROPN
futech-481	213	12	/future	/future	PUNCT
futech-481	213	13	technology	technology	PROPN
futech-481	213	14	november	november	PROPN
futech-481	213	15	2025|	2025|	NUM
futech-481	213	16	volume	volume	NOUN
futech-481	213	17	04	04	NUM
futech-481	214	1	|	|	ADV
futech-481	214	2	issue	issue	VERB
futech-481	214	3	04	04	NUM
futech-481	215	1	|	|	CCONJ
futech-481	215	2	pages	page	VERB
futech-481	215	3	173	173	NUM
futech-481	215	4	-	-	SYM
futech-481	215	5	184	184	NUM
futech-481	215	6	181	181	NUM
futech-481	215	7	comparison	comparison	NOUN
futech-481	215	8	baseline	baseline	NOUN
futech-481	215	9	.	.	PUNCT
futech-481	216	1	the	the	DET
futech-481	216	2	personalized	personalize	VERB
futech-481	216	3	intervention	intervention	NOUN
futech-481	216	4	system	system	NOUN
futech-481	216	5	operationalizes	operationalize	VERB
futech-481	216	6	predictive	predictive	ADJ
futech-481	216	7	insights	insight	NOUN
futech-481	216	8	through	through	ADP
futech-481	216	9	three	three	NUM
futech-481	216	10	distinct	distinct	ADJ
futech-481	216	11	mechanisms	mechanism	NOUN
futech-481	216	12	.	.	PUNCT
futech-481	217	1	first	first	ADV
futech-481	217	2	,	,	PUNCT
futech-481	217	3	adaptive	adaptive	ADJ
futech-481	217	4	learning	learning	NOUN
futech-481	217	5	paths	path	NOUN
futech-481	217	6	are	be	AUX
futech-481	217	7	automatically	automatically	ADV
futech-481	217	8	generated	generate	VERB
futech-481	217	9	based	base	VERB
futech-481	217	10	on	on	ADP
futech-481	217	11	cluster	cluster	NOUN
futech-481	217	12	membership	membership	NOUN
futech-481	217	13	and	and	CCONJ
futech-481	217	14	performance	performance	NOUN
futech-481	217	15	trajectories	trajectory	NOUN
futech-481	217	16	.	.	PUNCT
futech-481	218	1	students	student	NOUN
futech-481	218	2	in	in	ADP
futech-481	218	3	the	the	DET
futech-481	218	4	'	'	PUNCT
futech-481	218	5	minimal	minimal	ADJ
futech-481	218	6	participants	participant	NOUN
futech-481	218	7	'	'	PART
futech-481	218	8	cluster	cluster	NOUN
futech-481	218	9	receive	receive	VERB
futech-481	218	10	simplified	simplified	ADJ
futech-481	218	11	content	content	NOUN
futech-481	218	12	sequences	sequence	NOUN
futech-481	218	13	with	with	ADP
futech-481	218	14	additional	additional	ADJ
futech-481	218	15	scaffolding	scaffolding	NOUN
futech-481	218	16	materials	material	NOUN
futech-481	218	17	,	,	PUNCT
futech-481	218	18	while	while	SCONJ
futech-481	218	19	'	'	PUNCT
futech-481	218	20	consistent	consistent	ADJ
futech-481	218	21	engagers	engager	NOUN
futech-481	218	22	'	'	PART
futech-481	218	23	access	access	NOUN
futech-481	218	24	accelerated	accelerate	VERB
futech-481	218	25	pathways	pathway	NOUN
futech-481	218	26	with	with	ADP
futech-481	218	27	advanced	advanced	ADJ
futech-481	218	28	resources	resource	NOUN
futech-481	218	29	.	.	PUNCT
futech-481	219	1	the	the	DET
futech-481	219	2	system	system	NOUN
futech-481	219	3	dynamically	dynamically	ADV
futech-481	219	4	adjusts	adjust	VERB
futech-481	219	5	difficulty	difficulty	NOUN
futech-481	219	6	levels	level	NOUN
futech-481	219	7	using	use	VERB
futech-481	219	8	item	item	NOUN
futech-481	219	9	response	response	NOUN
futech-481	219	10	theory	theory	NOUN
futech-481	219	11	,	,	PUNCT
futech-481	219	12	increasing	increase	VERB
futech-481	219	13	complexity	complexity	NOUN
futech-481	219	14	when	when	SCONJ
futech-481	219	15	students	student	NOUN
futech-481	219	16	achieve	achieve	VERB
futech-481	219	17	80	80	NUM
futech-481	219	18	%	%	NOUN
futech-481	219	19	mastery	mastery	NOUN
futech-481	219	20	on	on	ADP
futech-481	219	21	current	current	ADJ
futech-481	219	22	modules	module	NOUN
futech-481	219	23	.	.	PUNCT
futech-481	220	1	second	second	ADJ
futech-481	220	2	,	,	PUNCT
futech-481	220	3	content	content	ADJ
futech-481	220	4	recommendations	recommendation	NOUN
futech-481	220	5	leverage	leverage	VERB
futech-481	220	6	collaborative	collaborative	ADJ
futech-481	220	7	filtering	filtering	NOUN
futech-481	220	8	combined	combine	VERB
futech-481	220	9	with	with	ADP
futech-481	220	10	behavioral	behavioral	ADJ
futech-481	220	11	clustering	clustering	NOUN
futech-481	220	12	results	result	NOUN
futech-481	220	13	.	.	PUNCT
futech-481	221	1	students	student	NOUN
futech-481	221	2	receive	receive	VERB
futech-481	221	3	personalized	personalized	ADJ
futech-481	221	4	resource	resource	NOUN
futech-481	221	5	suggestions	suggestion	NOUN
futech-481	221	6	based	base	VERB
futech-481	221	7	on	on	ADP
futech-481	221	8	successful	successful	ADJ
futech-481	221	9	patterns	pattern	NOUN
futech-481	221	10	from	from	ADP
futech-481	221	11	similar	similar	ADJ
futech-481	221	12	learners	learner	NOUN
futech-481	221	13	,	,	PUNCT
futech-481	221	14	with	with	ADP
futech-481	221	15	the	the	DET
futech-481	221	16	recommendation	recommendation	NOUN
futech-481	221	17	engine	engine	NOUN
futech-481	221	18	prioritizing	prioritize	VERB
futech-481	221	19	materials	material	NOUN
futech-481	221	20	that	that	PRON
futech-481	221	21	showed	show	VERB
futech-481	221	22	the	the	DET
futech-481	221	23	highest	high	ADJ
futech-481	221	24	engagement	engagement	NOUN
futech-481	221	25	rates	rate	NOUN
futech-481	221	26	(	(	PUNCT
futech-481	221	27	>	>	X
futech-481	221	28	75	75	NUM
futech-481	221	29	%	%	NOUN
futech-481	221	30	)	)	PUNCT
futech-481	221	31	among	among	ADP
futech-481	221	32	peers	peer	NOUN
futech-481	221	33	with	with	ADP
futech-481	221	34	comparable	comparable	ADJ
futech-481	221	35	profiles	profile	NOUN
futech-481	221	36	.	.	PUNCT
futech-481	222	1	third	third	ADJ
futech-481	222	2	,	,	PUNCT
futech-481	222	3	intervention	intervention	NOUN
futech-481	222	4	timing	timing	NOUN
futech-481	222	5	is	be	AUX
futech-481	222	6	personalized	personalize	VERB
futech-481	222	7	through	through	ADP
futech-481	222	8	temporal	temporal	ADJ
futech-481	222	9	pattern	pattern	NOUN
futech-481	222	10	analysis	analysis	NOUN
futech-481	222	11	.	.	PUNCT
futech-481	223	1	the	the	DET
futech-481	223	2	system	system	NOUN
futech-481	223	3	triggers	trigger	VERB
futech-481	223	4	different	different	ADJ
futech-481	223	5	support	support	NOUN
futech-481	223	6	mechanisms	mechanism	NOUN
futech-481	223	7	based	base	VERB
futech-481	223	8	on	on	ADP
futech-481	223	9	individual	individual	ADJ
futech-481	223	10	risk	risk	NOUN
futech-481	223	11	scores	score	NOUN
futech-481	223	12	:	:	PUNCT
futech-481	223	13	automated	automate	VERB
futech-481	223	14	nudges	nudge	NOUN
futech-481	223	15	for	for	ADP
futech-481	223	16	students	student	NOUN
futech-481	223	17	showing	show	VERB
futech-481	223	18	early	early	ADJ
futech-481	223	19	disengagement	disengagement	ADJ
futech-481	223	20	signs	sign	NOUN
futech-481	223	21	(	(	PUNCT
futech-481	223	22	risk	risk	NOUN
futech-481	223	23	score	score	NOUN
futech-481	223	24	0.3	0.3	NUM
futech-481	223	25	-	-	SYM
futech-481	223	26	0.5	0.5	NUM
futech-481	223	27	)	)	PUNCT
futech-481	223	28	,	,	PUNCT
futech-481	223	29	peer	peer	NOUN
futech-481	223	30	mentor	mentor	NOUN
futech-481	223	31	assignments	assignment	NOUN
futech-481	223	32	for	for	ADP
futech-481	223	33	moderate	moderate	ADJ
futech-481	223	34	risk	risk	NOUN
futech-481	223	35	(	(	PUNCT
futech-481	223	36	0.5	0.5	NUM
futech-481	223	37	-	-	SYM
futech-481	223	38	0.7	0.7	NUM
futech-481	223	39	)	)	PUNCT
futech-481	223	40	,	,	PUNCT
futech-481	223	41	and	and	CCONJ
futech-481	223	42	instructor	instructor	NOUN
futech-481	223	43	alerts	alert	NOUN
futech-481	223	44	for	for	ADP
futech-481	223	45	high	high	ADJ
futech-481	223	46	-	-	PUNCT
futech-481	223	47	risk	risk	NOUN
futech-481	223	48	cases	case	NOUN
futech-481	223	49	(	(	PUNCT
futech-481	223	50	>	>	X
futech-481	223	51	0.7	0.7	NUM
futech-481	223	52	)	)	PUNCT
futech-481	223	53	.	.	PUNCT
futech-481	224	1	these	these	DET
futech-481	224	2	interventions	intervention	NOUN
futech-481	224	3	resulted	result	VERB
futech-481	224	4	in	in	ADP
futech-481	224	5	67	67	NUM
futech-481	224	6	%	%	NOUN
futech-481	224	7	improvement	improvement	NOUN
futech-481	224	8	in	in	ADP
futech-481	224	9	at	at	ADP
futech-481	224	10	-	-	PUNCT
futech-481	224	11	risk	risk	NOUN
futech-481	224	12	student	student	NOUN
futech-481	224	13	outcomes	outcome	NOUN
futech-481	224	14	,	,	PUNCT
futech-481	224	15	with	with	ADP
futech-481	224	16	personalized	personalized	ADJ
futech-481	224	17	study	study	NOUN
futech-481	224	18	schedules	schedule	NOUN
futech-481	224	19	showing	show	VERB
futech-481	224	20	34	34	NUM
futech-481	224	21	%	%	NOUN
futech-481	224	22	better	well	ADJ
futech-481	224	23	adherence	adherence	NOUN
futech-481	224	24	than	than	ADP
futech-481	224	25	generic	generic	ADJ
futech-481	224	26	recommendations	recommendation	NOUN
futech-481	224	27	,	,	PUNCT
futech-481	224	28	and	and	CCONJ
futech-481	224	29	adaptive	adaptive	ADJ
futech-481	224	30	content	content	NOUN
futech-481	224	31	sequencing	sequence	VERB
futech-481	224	32	improving	improve	VERB
futech-481	224	33	completion	completion	NOUN
futech-481	224	34	rates	rate	NOUN
futech-481	224	35	by	by	ADP
futech-481	224	36	28	28	NUM
futech-481	224	37	%	%	NOUN
futech-481	224	38	compared	compare	VERB
futech-481	224	39	to	to	ADP
futech-481	224	40	fixed	fix	VERB
futech-481	224	41	curricula	curricula	NOUN
futech-481	224	42	.	.	PUNCT
futech-481	225	1	time	time	NOUN
futech-481	225	2	-	-	PUNCT
futech-481	225	3	series	series	NOUN
futech-481	225	4	analysis	analysis	NOUN
futech-481	225	5	revealed	reveal	VERB
futech-481	225	6	critical	critical	ADJ
futech-481	225	7	engagement	engagement	NOUN
futech-481	225	8	periods	period	NOUN
futech-481	225	9	during	during	ADP
futech-481	225	10	weeks	week	NOUN
futech-481	225	11	3	3	NUM
futech-481	225	12	-	-	SYM
futech-481	225	13	5	5	NUM
futech-481	225	14	and	and	CCONJ
futech-481	225	15	10	10	NUM
futech-481	225	16	-	-	SYM
futech-481	225	17	12	12	NUM
futech-481	225	18	,	,	PUNCT
futech-481	225	19	where	where	SCONJ
futech-481	225	20	participation	participation	NOUN
futech-481	225	21	patterns	pattern	NOUN
futech-481	225	22	strongly	strongly	ADV
futech-481	225	23	correlated	correlate	VERB
futech-481	225	24	with	with	ADP
futech-481	225	25	final	final	ADJ
futech-481	225	26	achievement	achievement	NOUN
futech-481	225	27	(	(	PUNCT
futech-481	225	28	r	r	NOUN
futech-481	225	29	=	=	SYM
futech-481	225	30	0.72	0.72	NUM
futech-481	225	31	,	,	PUNCT
futech-481	225	32	p	p	X
futech-481	225	33	<	<	X
futech-481	225	34	0.001	0.001	NUM
futech-481	225	35	)	)	PUNCT
futech-481	225	36	.	.	PUNCT
futech-481	226	1	students	student	NOUN
futech-481	226	2	maintaining	maintain	VERB
futech-481	226	3	consistent	consistent	ADJ
futech-481	226	4	engagement	engagement	NOUN
futech-481	226	5	during	during	ADP
futech-481	226	6	these	these	DET
futech-481	226	7	periods	period	NOUN
futech-481	226	8	achieved	achieve	VERB
futech-481	226	9	18.4	18.4	NUM
futech-481	226	10	%	%	NOUN
futech-481	226	11	higher	high	ADJ
futech-481	226	12	final	final	ADJ
futech-481	226	13	grades	grade	NOUN
futech-481	226	14	.	.	PUNCT
futech-481	227	1	the	the	DET
futech-481	227	2	ai	ai	ADJ
futech-481	227	3	-	-	PUNCT
futech-481	227	4	powered	power	VERB
futech-481	227	5	recommendation	recommendation	NOUN
futech-481	227	6	system	system	NOUN
futech-481	227	7	enhanced	enhance	VERB
futech-481	227	8	learning	learn	VERB
futech-481	227	9	pathways	pathway	NOUN
futech-481	227	10	,	,	PUNCT
futech-481	227	11	resulting	result	VERB
futech-481	227	12	in	in	ADP
futech-481	227	13	23.6	23.6	NUM
futech-481	227	14	%	%	NOUN
futech-481	227	15	improvement	improvement	NOUN
futech-481	227	16	in	in	ADP
futech-481	227	17	assignment	assignment	NOUN
futech-481	227	18	completion	completion	NOUN
futech-481	227	19	rates	rate	NOUN
futech-481	227	20	and	and	CCONJ
futech-481	227	21	19.2	19.2	NUM
futech-481	227	22	%	%	NOUN
futech-481	227	23	increase	increase	NOUN
futech-481	227	24	in	in	ADP
futech-481	227	25	satisfaction	satisfaction	NOUN
futech-481	227	26	scores	score	NOUN
futech-481	227	27	among	among	ADP
futech-481	227	28	users	user	NOUN
futech-481	227	29	.	.	PUNCT
futech-481	228	1	these	these	DET
futech-481	228	2	comprehensive	comprehensive	ADJ
futech-481	228	3	findings	finding	NOUN
futech-481	228	4	demonstrate	demonstrate	VERB
futech-481	228	5	the	the	DET
futech-481	228	6	multifaceted	multifaceted	ADJ
futech-481	228	7	nature	nature	NOUN
futech-481	228	8	of	of	ADP
futech-481	228	9	blended	blended	ADJ
futech-481	228	10	learning	learning	NOUN
futech-481	228	11	effectiveness	effectiveness	NOUN
futech-481	228	12	,	,	PUNCT
futech-481	228	13	emphasizing	emphasize	VERB
futech-481	228	14	the	the	DET
futech-481	228	15	critical	critical	ADJ
futech-481	228	16	role	role	NOUN
futech-481	228	17	of	of	ADP
futech-481	228	18	continuous	continuous	ADJ
futech-481	228	19	engagement	engagement	NOUN
futech-481	228	20	monitoring	monitoring	NOUN
futech-481	228	21	,	,	PUNCT
futech-481	228	22	data	data	NOUN
futech-481	228	23	-	-	PUNCT
futech-481	228	24	driven	drive	VERB
futech-481	228	25	interventions	intervention	NOUN
futech-481	228	26	,	,	PUNCT
futech-481	228	27	and	and	CCONJ
futech-481	228	28	personalized	personalized	ADJ
futech-481	228	29	support	support	NOUN
futech-481	228	30	mechanisms	mechanism	NOUN
futech-481	228	31	in	in	ADP
futech-481	228	32	optimizing	optimize	VERB
futech-481	228	33	student	student	NOUN
futech-481	228	34	success	success	NOUN
futech-481	228	35	within	within	ADP
futech-481	228	36	technology	technology	NOUN
futech-481	228	37	-	-	PUNCT
futech-481	228	38	enhanced	enhance	VERB
futech-481	228	39	educational	educational	ADJ
futech-481	228	40	environments	environment	NOUN
futech-481	228	41	.	.	PUNCT
futech-481	229	1	the	the	DET
futech-481	229	2	integration	integration	NOUN
futech-481	229	3	of	of	ADP
futech-481	229	4	predictive	predictive	ADJ
futech-481	229	5	analytics	analytic	NOUN
futech-481	229	6	with	with	ADP
futech-481	229	7	pedagogical	pedagogical	ADJ
futech-481	229	8	interventions	intervention	NOUN
futech-481	229	9	represents	represent	VERB
futech-481	229	10	a	a	DET
futech-481	229	11	promising	promising	ADJ
futech-481	229	12	approach	approach	NOUN
futech-481	229	13	for	for	ADP
futech-481	229	14	improving	improve	VERB
futech-481	229	15	learning	learn	VERB
futech-481	229	16	outcomes	outcome	NOUN
futech-481	229	17	in	in	ADP
futech-481	229	18	business	business	NOUN
futech-481	229	19	education	education	NOUN
futech-481	229	20	.	.	PUNCT
futech-481	230	1	5	5	X
futech-481	230	2	.	.	X
futech-481	230	3	discussion	discussion	NOUN
futech-481	230	4	5.1	5.1	NUM
futech-481	230	5	theoretical	theoretical	ADJ
futech-481	230	6	interpretation	interpretation	NOUN
futech-481	230	7	of	of	ADP
futech-481	230	8	main	main	ADJ
futech-481	230	9	findings	finding	NOUN
futech-481	230	10	the	the	DET
futech-481	230	11	empirical	empirical	ADJ
futech-481	230	12	findings	finding	NOUN
futech-481	230	13	obtained	obtain	VERB
futech-481	230	14	from	from	ADP
futech-481	230	15	this	this	DET
futech-481	230	16	study	study	NOUN
futech-481	230	17	improve	improve	VERB
futech-481	230	18	understanding	understanding	NOUN
futech-481	230	19	in	in	ADP
futech-481	230	20	terms	term	NOUN
futech-481	230	21	of	of	ADP
futech-481	230	22	how	how	SCONJ
futech-481	230	23	blended	blended	ADJ
futech-481	230	24	learning	learning	NOUN
futech-481	230	25	spaces	space	NOUN
futech-481	230	26	support	support	NOUN
futech-481	230	27	student	student	NOUN
futech-481	230	28	progress	progress	NOUN
futech-481	230	29	in	in	ADP
futech-481	230	30	the	the	DET
futech-481	230	31	field	field	NOUN
futech-481	230	32	of	of	ADP
futech-481	230	33	business	business	NOUN
futech-481	230	34	studies	study	NOUN
futech-481	230	35	.	.	PUNCT
futech-481	231	1	the	the	DET
futech-481	231	2	statistically	statistically	ADV
futech-481	231	3	significant	significant	ADJ
futech-481	231	4	improvement	improvement	NOUN
futech-481	231	5	of	of	ADP
futech-481	231	6	9.3	9.3	NUM
futech-481	231	7	percentage	percentage	NOUN
futech-481	231	8	points	point	NOUN
futech-481	231	9	in	in	ADP
futech-481	231	10	academic	academic	ADJ
futech-481	231	11	performance	performance	NOUN
futech-481	231	12	is	be	AUX
futech-481	231	13	congruent	congruent	ADJ
futech-481	231	14	with	with	ADP
futech-481	231	15	previous	previous	ADJ
futech-481	231	16	systematic	systematic	ADJ
futech-481	231	17	reviews	review	NOUN
futech-481	231	18	emphasizing	emphasize	VERB
futech-481	231	19	the	the	DET
futech-481	231	20	effectiveness	effectiveness	NOUN
futech-481	231	21	of	of	ADP
futech-481	231	22	wellstructured	wellstructure	VERB
futech-481	231	23	blended	blended	ADJ
futech-481	231	24	learning	learning	NOUN
futech-481	231	25	interventions	intervention	NOUN
futech-481	231	26	[	[	X
futech-481	231	27	6	6	NUM
futech-481	231	28	]	]	PUNCT
futech-481	231	29	.	.	PUNCT
futech-481	232	1	the	the	DET
futech-481	232	2	benefit	benefit	NOUN
futech-481	232	3	can	can	AUX
futech-481	232	4	be	be	AUX
futech-481	232	5	examined	examine	VERB
futech-481	232	6	using	use	VERB
futech-481	232	7	someone	someone	PRON
futech-481	232	8	or	or	CCONJ
futech-481	232	9	other	other	ADJ
futech-481	232	10	theoretical	theoretical	ADJ
futech-481	232	11	framework	framework	NOUN
futech-481	232	12	that	that	PRON
futech-481	232	13	abstracts	abstract	VERB
futech-481	232	14	unique	unique	ADJ
futech-481	232	15	aspects	aspect	NOUN
futech-481	232	16	of	of	ADP
futech-481	232	17	the	the	DET
futech-481	232	18	process	process	NOUN
futech-481	232	19	of	of	ADP
futech-481	232	20	education	education	NOUN
futech-481	232	21	.	.	PUNCT
futech-481	233	1	from	from	ADP
futech-481	233	2	the	the	DET
futech-481	233	3	constructivist	constructivist	ADJ
futech-481	233	4	perspective	perspective	NOUN
futech-481	233	5	,	,	PUNCT
futech-481	233	6	high	high	ADJ
futech-481	233	7	achievers	achiever	NOUN
futech-481	233	8	'	'	PART
futech-481	233	9	achievements	achievement	NOUN
futech-481	233	10	,	,	PUNCT
futech-481	233	11	as	as	SCONJ
futech-481	233	12	reflected	reflect	VERB
futech-481	233	13	in	in	ADP
futech-481	233	14	the	the	DET
futech-481	233	15	active	active	ADJ
futech-481	233	16	participation	participation	NOUN
futech-481	233	17	of	of	ADP
futech-481	233	18	discussion	discussion	NOUN
futech-481	233	19	forums	forum	NOUN
futech-481	233	20	and	and	CCONJ
futech-481	233	21	resource	resource	NOUN
futech-481	233	22	use	use	NOUN
futech-481	233	23	,	,	PUNCT
futech-481	233	24	lend	lend	VERB
futech-481	233	25	considerable	considerable	ADJ
futech-481	233	26	evidence	evidence	NOUN
futech-481	233	27	towards	towards	ADP
futech-481	233	28	the	the	DET
futech-481	233	29	postulation	postulation	NOUN
futech-481	233	30	that	that	SCONJ
futech-481	233	31	knowledge	knowledge	NOUN
futech-481	233	32	is	be	AUX
futech-481	233	33	created	create	VERB
futech-481	233	34	through	through	ADP
futech-481	233	35	active	active	ADJ
futech-481	233	36	interaction	interaction	NOUN
futech-481	233	37	with	with	ADP
futech-481	233	38	materials	material	NOUN
futech-481	233	39	and	and	CCONJ
futech-481	233	40	peers	peer	NOUN
futech-481	233	41	[	[	X
futech-481	233	42	10	10	NUM
futech-481	233	43	]	]	PUNCT
futech-481	233	44	.	.	PUNCT
futech-481	234	1	the	the	DET
futech-481	234	2	documented	document	VERB
futech-481	234	3	33	33	NUM
futech-481	234	4	%	%	NOUN
futech-481	234	5	performance	performance	NOUN
futech-481	234	6	difference	difference	NOUN
futech-481	234	7	between	between	ADP
futech-481	234	8	high	high	ADJ
futech-481	234	9	achievers	achiever	NOUN
futech-481	234	10	and	and	CCONJ
futech-481	234	11	those	those	PRON
futech-481	234	12	with	with	ADP
futech-481	234	13	mid	mid	ADJ
futech-481	234	14	-	-	ADJ
futech-481	234	15	level	level	ADJ
futech-481	234	16	grades	grade	NOUN
futech-481	234	17	evidently	evidently	ADV
futech-481	234	18	demonstrates	demonstrate	VERB
futech-481	234	19	social	social	ADJ
futech-481	234	20	constructivist	constructivist	ADJ
futech-481	234	21	principles	principle	NOUN
futech-481	234	22	in	in	ADP
futech-481	234	23	an	an	DET
futech-481	234	24	online	online	ADJ
futech-481	234	25	setting	setting	NOUN
futech-481	234	26	,	,	PUNCT
futech-481	234	27	whereby	whereby	SCONJ
futech-481	234	28	combined	combine	VERB
futech-481	234	29	endeavors	endeavor	NOUN
futech-481	234	30	towards	towards	ADP
futech-481	234	31	a	a	DET
futech-481	234	32	common	common	ADJ
futech-481	234	33	goal	goal	NOUN
futech-481	234	34	yield	yield	VERB
futech-481	234	35	a	a	DET
futech-481	234	36	deeper	deep	ADJ
futech-481	234	37	individual	individual	ADJ
futech-481	234	38	understanding	understanding	NOUN
futech-481	234	39	.	.	PUNCT
futech-481	235	1	this	this	DET
futech-481	235	2	finding	finding	NOUN
futech-481	235	3	supports	support	VERB
futech-481	235	4	previous	previous	ADJ
futech-481	235	5	research	research	NOUN
futech-481	235	6	in	in	ADP
futech-481	235	7	intelligent	intelligent	ADJ
futech-481	235	8	tutoring	tutoring	NOUN
futech-481	235	9	environments	environment	NOUN
futech-481	235	10	focusing	focus	VERB
futech-481	235	11	on	on	ADP
futech-481	235	12	the	the	DET
futech-481	235	13	significance	significance	NOUN
futech-481	235	14	of	of	ADP
futech-481	235	15	interactive	interactive	ADJ
futech-481	235	16	feedback	feedback	NOUN
futech-481	235	17	mechanisms	mechanism	NOUN
futech-481	235	18	in	in	ADP
futech-481	235	19	promoting	promote	VERB
futech-481	235	20	educational	educational	ADJ
futech-481	235	21	achievement	achievement	NOUN
futech-481	235	22	[	[	X
futech-481	235	23	21	21	NUM
futech-481	235	24	]	]	PUNCT
futech-481	235	25	.	.	PUNCT
futech-481	236	1	the	the	DET
futech-481	236	2	technology	technology	NOUN
futech-481	236	3	acceptance	acceptance	NOUN
futech-481	236	4	model	model	NOUN
futech-481	236	5	provides	provide	VERB
futech-481	236	6	important	important	ADJ
futech-481	236	7	insight	insight	NOUN
futech-481	236	8	into	into	ADP
futech-481	236	9	the	the	DET
futech-481	236	10	96.4	96.4	NUM
futech-481	236	11	%	%	NOUN
futech-481	236	12	rate	rate	NOUN
futech-481	236	13	of	of	ADP
futech-481	236	14	adoption	adoption	NOUN
futech-481	236	15	attained	attain	VERB
futech-481	236	16	in	in	ADP
futech-481	236	17	this	this	DET
futech-481	236	18	study	study	NOUN
futech-481	236	19	[	[	X
futech-481	236	20	23	23	NUM
futech-481	236	21	]	]	PUNCT
futech-481	236	22	.	.	PUNCT
futech-481	237	1	the	the	DET
futech-481	237	2	high	high	ADJ
futech-481	237	3	technology	technology	NOUN
futech-481	237	4	self	self	NOUN
futech-481	237	5	-	-	PUNCT
futech-481	237	6	efficacy	efficacy	NOUN
futech-481	237	7	(	(	PUNCT
futech-481	237	8	m	m	PROPN
futech-481	237	9	=	=	NOUN
futech-481	237	10	4.12	4.12	NUM
futech-481	237	11	)	)	PUNCT
futech-481	237	12	suggests	suggest	VERB
futech-481	237	13	that	that	SCONJ
futech-481	237	14	ease	ease	NOUN
futech-481	237	15	of	of	ADP
futech-481	237	16	use	use	NOUN
futech-481	237	17	and	and	CCONJ
futech-481	237	18	usability	usability	NOUN
futech-481	237	19	perceptions	perception	NOUN
futech-481	237	20	were	be	AUX
futech-481	237	21	successfully	successfully	ADV
futech-481	237	22	fostered	foster	VERB
futech-481	237	23	in	in	ADP
futech-481	237	24	the	the	DET
futech-481	237	25	early	early	ADJ
futech-481	237	26	implementation	implementation	NOUN
futech-481	237	27	phase	phase	NOUN
futech-481	237	28	.	.	PUNCT
futech-481	238	1	such	such	DET
futech-481	238	2	a	a	DET
futech-481	238	3	rapid	rapid	ADJ
futech-481	238	4	adoption	adoption	NOUN
futech-481	238	5	rate	rate	NOUN
futech-481	238	6	strongly	strongly	ADV
futech-481	238	7	diverges	diverge	VERB
futech-481	238	8	from	from	ADP
futech-481	238	9	the	the	DET
futech-481	238	10	problems	problem	NOUN
futech-481	238	11	arising	arise	VERB
futech-481	238	12	from	from	ADP
futech-481	238	13	sudden	sudden	ADJ
futech-481	238	14	shifts	shift	NOUN
futech-481	238	15	to	to	ADP
futech-481	238	16	online	online	ADJ
futech-481	238	17	learning	learning	NOUN
futech-481	238	18	modalities	modality	NOUN
futech-481	238	19	[	[	X
futech-481	238	20	1	1	NUM
futech-481	238	21	]	]	PUNCT
futech-481	238	22	,	,	PUNCT
futech-481	238	23	underlining	underline	VERB
futech-481	238	24	the	the	DET
futech-481	238	25	need	need	NOUN
futech-481	238	26	for	for	ADP
futech-481	238	27	planned	planned	ADJ
futech-481	238	28	design	design	NOUN
futech-481	238	29	and	and	CCONJ
futech-481	238	30	thorough	thorough	ADJ
futech-481	238	31	preparation	preparation	NOUN
futech-481	238	32	in	in	ADP
futech-481	238	33	blended	blended	ADJ
futech-481	238	34	learning	learning	NOUN
futech-481	238	35	practices	practice	NOUN
futech-481	238	36	.	.	PUNCT
futech-481	239	1	selfregulated	selfregulate	VERB
futech-481	239	2	learning	learning	NOUN
futech-481	239	3	theory	theory	NOUN
futech-481	239	4	explains	explain	VERB
futech-481	239	5	the	the	DET
futech-481	239	6	three	three	NUM
futech-481	239	7	distinct	distinct	ADJ
futech-481	239	8	student	student	NOUN
futech-481	239	9	profiles	profile	NOUN
futech-481	239	10	that	that	PRON
futech-481	239	11	were	be	AUX
futech-481	239	12	defined	define	VERB
futech-481	239	13	through	through	ADP
futech-481	239	14	cluster	cluster	NOUN
futech-481	239	15	analysis	analysis	NOUN
futech-481	239	16	.	.	PUNCT
futech-481	240	1	the	the	DET
futech-481	240	2	consistent	consistent	ADJ
futech-481	240	3	engager	engager	NOUN
futech-481	240	4	category	category	NOUN
futech-481	240	5	(	(	PUNCT
futech-481	240	6	38	38	NUM
futech-481	240	7	%	%	NOUN
futech-481	240	8	)	)	PUNCT
futech-481	240	9	showed	show	VERB
futech-481	240	10	characteristics	characteristic	NOUN
futech-481	240	11	that	that	PRON
futech-481	240	12	align	align	VERB
futech-481	240	13	with	with	ADP
futech-481	240	14	effective	effective	ADJ
futech-481	240	15	self	self	NOUN
futech-481	240	16	-	-	PUNCT
futech-481	240	17	regulation	regulation	NOUN
futech-481	240	18	behaviors	behavior	NOUN
futech-481	240	19	like	like	ADP
futech-481	240	20	active	active	ADJ
futech-481	240	21	platform	platform	NOUN
futech-481	240	22	use	use	NOUN
futech-481	240	23	and	and	CCONJ
futech-481	240	24	timely	timely	ADJ
futech-481	240	25	assignment	assignment	NOUN
futech-481	240	26	submission	submission	NOUN
futech-481	240	27	.	.	PUNCT
futech-481	241	1	these	these	DET
futech-481	241	2	behaviors	behavior	NOUN
futech-481	241	3	reflect	reflect	VERB
futech-481	241	4	the	the	DET
futech-481	241	5	autonomous	autonomous	ADJ
futech-481	241	6	learning	learning	NOUN
futech-481	241	7	capabilities	capability	NOUN
futech-481	241	8	that	that	PRON
futech-481	241	9	blended	blended	ADJ
futech-481	241	10	environments	environment	NOUN
futech-481	241	11	can	can	AUX
futech-481	241	12	foster	foster	VERB
futech-481	241	13	when	when	SCONJ
futech-481	241	14	properly	properly	ADV
futech-481	241	15	structured	structure	VERB
futech-481	241	16	[	[	X
futech-481	241	17	14	14	NUM
futech-481	241	18	]	]	PUNCT
futech-481	241	19	.	.	PUNCT
futech-481	242	1	conversely	conversely	ADV
futech-481	242	2	,	,	PUNCT
futech-481	242	3	the	the	DET
futech-481	242	4	minimal	minimal	ADJ
futech-481	242	5	participants	participant	NOUN
futech-481	242	6	(	(	PUNCT
futech-481	242	7	18	18	NUM
futech-481	242	8	%	%	NOUN
futech-481	242	9	)	)	PUNCT
futech-481	242	10	exhibited	exhibit	VERB
futech-481	242	11	patterns	pattern	NOUN
futech-481	242	12	suggesting	suggest	VERB
futech-481	242	13	inadequate	inadequate	ADJ
futech-481	242	14	self	self	NOUN
futech-481	242	15	-	-	PUNCT
futech-481	242	16	regulation	regulation	NOUN
futech-481	242	17	skills	skill	NOUN
futech-481	242	18	,	,	PUNCT
futech-481	242	19	reinforcing	reinforce	VERB
futech-481	242	20	the	the	DET
futech-481	242	21	need	need	NOUN
futech-481	242	22	for	for	ADP
futech-481	242	23	scaffolding	scaffolding	NOUN
futech-481	242	24	mechanisms	mechanism	NOUN
futech-481	242	25	identified	identify	VERB
futech-481	242	26	in	in	ADP
futech-481	242	27	learning	learn	VERB
futech-481	242	28	analytics	analytic	NOUN
futech-481	242	29	research	research	NOUN
futech-481	242	30	[	[	X
futech-481	242	31	13	13	NUM
futech-481	242	32	]	]	PUNCT
futech-481	242	33	.	.	PUNCT
futech-481	243	1	the	the	DET
futech-481	243	2	predictive	predictive	ADJ
futech-481	243	3	power	power	NOUN
futech-481	243	4	of	of	ADP
futech-481	243	5	engagement	engagement	NOUN
futech-481	243	6	metrics	metric	NOUN
futech-481	243	7	(	(	PUNCT
futech-481	243	8	r²	r²	NOUN
futech-481	243	9	=	=	SYM
futech-481	243	10	0.584	0.584	NUM
futech-481	243	11	)	)	PUNCT
futech-481	243	12	substantiates	substantiate	VERB
futech-481	243	13	theoretical	theoretical	ADJ
futech-481	243	14	propositions	proposition	NOUN
futech-481	243	15	about	about	ADP
futech-481	243	16	the	the	DET
futech-481	243	17	relationship	relationship	NOUN
futech-481	243	18	between	between	ADP
futech-481	243	19	behavioral	behavioral	ADJ
futech-481	243	20	indicators	indicator	NOUN
futech-481	243	21	and	and	CCONJ
futech-481	243	22	learning	learn	VERB
futech-481	243	23	outcomes	outcome	NOUN
futech-481	243	24	.	.	PUNCT
futech-481	244	1	this	this	DET
futech-481	244	2	finding	finding	NOUN
futech-481	244	3	extends	extend	VERB
futech-481	244	4	previous	previous	ADJ
futech-481	244	5	work	work	NOUN
futech-481	244	6	on	on	ADP
futech-481	244	7	educational	educational	ADJ
futech-481	244	8	data	datum	NOUN
futech-481	244	9	mining	mining	NOUN
futech-481	244	10	by	by	ADP
futech-481	244	11	demonstrating	demonstrate	VERB
futech-481	244	12	that	that	SCONJ
futech-481	244	13	relatively	relatively	ADV
futech-481	244	14	simple	simple	ADJ
futech-481	244	15	engagement	engagement	NOUN
futech-481	244	16	metrics	metric	NOUN
futech-481	244	17	can	can	AUX
futech-481	244	18	serve	serve	VERB
futech-481	244	19	as	as	ADP
futech-481	244	20	powerful	powerful	ADJ
futech-481	244	21	predictors	predictor	NOUN
futech-481	244	22	of	of	ADP
futech-481	244	23	academic	academic	ADJ
futech-481	244	24	success	success	NOUN
futech-481	244	25	[	[	X
futech-481	244	26	14	14	NUM
futech-481	244	27	]	]	PUNCT
futech-481	244	28	.	.	PUNCT
futech-481	245	1	the	the	DET
futech-481	245	2	identification	identification	NOUN
futech-481	245	3	of	of	ADP
futech-481	245	4	critical	critical	ADJ
futech-481	245	5	engagement	engagement	NOUN
futech-481	245	6	periods	period	NOUN
futech-481	245	7	(	(	PUNCT
futech-481	245	8	weeks	week	NOUN
futech-481	245	9	3	3	NUM
futech-481	245	10	-	-	SYM
futech-481	245	11	5	5	NUM
futech-481	245	12	and	and	CCONJ
futech-481	245	13	10	10	NUM
futech-481	245	14	-	-	SYM
futech-481	245	15	12	12	NUM
futech-481	245	16	)	)	PUNCT
futech-481	245	17	provides	provide	VERB
futech-481	245	18	empirical	empirical	ADJ
futech-481	245	19	support	support	NOUN
futech-481	245	20	for	for	ADP
futech-481	245	21	theoretical	theoretical	ADJ
futech-481	245	22	models	model	NOUN
futech-481	245	23	suggesting	suggest	VERB
futech-481	245	24	that	that	SCONJ
futech-481	245	25	early	early	ADJ
futech-481	245	26	intervention	intervention	NOUN
futech-481	245	27	windows	window	NOUN
futech-481	245	28	exist	exist	VERB
futech-481	245	29	for	for	ADP
futech-481	245	30	maximizing	maximize	VERB
futech-481	245	31	educational	educational	ADJ
futech-481	245	32	impact	impact	NOUN
futech-481	245	33	.	.	PUNCT
futech-481	246	1	5.2	5.2	NUM
futech-481	246	2	strategies	strategy	NOUN
futech-481	246	3	for	for	ADP
futech-481	246	4	optimizing	optimize	VERB
futech-481	246	5	online	online	ADJ
futech-481	246	6	education	education	NOUN
futech-481	246	7	platforms	platform	NOUN
futech-481	246	8	the	the	DET
futech-481	246	9	research	research	NOUN
futech-481	246	10	findings	finding	NOUN
futech-481	246	11	point	point	VERB
futech-481	246	12	to	to	ADP
futech-481	246	13	several	several	ADJ
futech-481	246	14	evidence	evidence	NOUN
futech-481	246	15	-	-	PUNCT
futech-481	246	16	based	base	VERB
futech-481	246	17	strategies	strategy	NOUN
futech-481	246	18	for	for	ADP
futech-481	246	19	enhancing	enhance	VERB
futech-481	246	20	online	online	ADJ
futech-481	246	21	education	education	NOUN
futech-481	246	22	platforms	platform	NOUN
futech-481	246	23	within	within	ADP
futech-481	246	24	blended	blended	ADJ
futech-481	246	25	learning	learning	NOUN
futech-481	246	26	environments	environment	NOUN
futech-481	246	27	.	.	PUNCT
futech-481	247	1	the	the	DET
futech-481	247	2	differential	differential	ADJ
futech-481	247	3	usage	usage	NOUN
futech-481	247	4	patterns	pattern	NOUN
futech-481	247	5	across	across	ADP
futech-481	247	6	platform	platform	NOUN
futech-481	247	7	features	feature	NOUN
futech-481	247	8	suggest	suggest	VERB
futech-481	247	9	that	that	SCONJ
futech-481	247	10	optimization	optimization	NOUN
futech-481	247	11	efforts	effort	NOUN
futech-481	247	12	should	should	AUX
futech-481	247	13	prioritize	prioritize	VERB
futech-481	247	14	high	high	ADJ
futech-481	247	15	-	-	PUNCT
futech-481	247	16	impact	impact	NOUN
futech-481	247	17	components	component	NOUN
futech-481	247	18	while	while	SCONJ
futech-481	247	19	addressing	address	VERB
futech-481	247	20	underutilized	underutilized	ADJ
futech-481	247	21	resources	resource	NOUN
futech-481	247	22	.	.	PUNCT
futech-481	248	1	interface	interface	NOUN
futech-481	248	2	design	design	NOUN
futech-481	248	3	emerges	emerge	VERB
futech-481	248	4	as	as	ADP
futech-481	248	5	a	a	DET
futech-481	248	6	critical	critical	ADJ
futech-481	248	7	factor	factor	NOUN
futech-481	248	8	in	in	ADP
futech-481	248	9	platform	platform	NOUN
futech-481	248	10	optimization	optimization	NOUN
futech-481	248	11	.	.	PUNCT
futech-481	249	1	the	the	DET
futech-481	249	2	high	high	ADJ
futech-481	249	3	engagement	engagement	NOUN
futech-481	249	4	with	with	ADP
futech-481	249	5	video	video	NOUN
futech-481	249	6	lectures	lecture	NOUN
futech-481	249	7	(	(	PUNCT
futech-481	249	8	87.6	87.6	NUM
futech-481	249	9	%	%	NOUN
futech-481	249	10	)	)	PUNCT
futech-481	249	11	compared	compare	VERB
futech-481	249	12	to	to	ADP
futech-481	249	13	supplementary	supplementary	ADJ
futech-481	249	14	readings	reading	NOUN
futech-481	249	15	(	(	PUNCT
futech-481	249	16	48.8	48.8	NUM
futech-481	249	17	%	%	NOUN
futech-481	249	18	)	)	PUNCT
futech-481	249	19	indicates	indicate	VERB
futech-481	249	20	the	the	DET
futech-481	249	21	need	need	NOUN
futech-481	249	22	for	for	ADP
futech-481	249	23	multimedia	multimedia	NOUN
futech-481	249	24	-	-	PUNCT
futech-481	249	25	rich	rich	ADJ
futech-481	249	26	content	content	NOUN
futech-481	249	27	presentation	presentation	NOUN
futech-481	249	28	.	.	PUNCT
futech-481	250	1	recent	recent	ADJ
futech-481	250	2	advances	advance	NOUN
futech-481	250	3	in	in	ADP
futech-481	250	4	personalized	personalized	ADJ
futech-481	250	5	learning	learning	NOUN
futech-481	250	6	path	path	NOUN
futech-481	250	7	recommendation	recommendation	NOUN
futech-481	250	8	systems	system	NOUN
futech-481	250	9	offer	offer	VERB
futech-481	250	10	promising	promise	VERB
futech-481	250	11	approaches	approach	NOUN
futech-481	250	12	for	for	ADP
futech-481	250	13	addressing	address	VERB
futech-481	250	14	diverse	diverse	ADJ
futech-481	250	15	learner	learner	NOUN
futech-481	250	16	preferences	preference	NOUN
futech-481	250	17	[	[	X
futech-481	250	18	22	22	NUM
futech-481	250	19	]	]	PUNCT
futech-481	250	20	.	.	PUNCT
futech-481	251	1	implementing	implement	VERB
futech-481	251	2	knowledge	knowledge	NOUN
futech-481	251	3	graph	graph	NOUN
futech-481	251	4	-	-	PUNCT
futech-481	251	5	based	base	VERB
futech-481	251	6	recommendation	recommendation	NOUN
futech-481	251	7	algorithms	algorithm	NOUN
futech-481	251	8	could	could	AUX
futech-481	251	9	enhance	enhance	VERB
futech-481	251	10	content	content	NOUN
futech-481	251	11	discovery	discovery	NOUN
futech-481	251	12	and	and	CCONJ
futech-481	251	13	promote	promote	VERB
futech-481	251	14	engagement	engagement	NOUN
futech-481	251	15	with	with	ADP
futech-481	251	16	underutilized	underutilized	ADJ
futech-481	251	17	resources	resource	NOUN
futech-481	251	18	,	,	PUNCT
futech-481	251	19	potentially	potentially	ADV
futech-481	251	20	narrowing	narrow	VERB
futech-481	251	21	the	the	DET
futech-481	251	22	gap	gap	NOUN
futech-481	251	23	between	between	ADP
futech-481	251	24	different	different	ADJ
futech-481	251	25	feature	feature	NOUN
futech-481	251	26	usage	usage	NOUN
futech-481	251	27	rates	rate	NOUN
futech-481	251	28	.	.	PUNCT
futech-481	252	1	the	the	DET
futech-481	252	2	significant	significant	ADJ
futech-481	252	3	performance	performance	NOUN
futech-481	252	4	differences	difference	NOUN
futech-481	252	5	in	in	ADP
futech-481	252	6	discussion	discussion	NOUN
futech-481	252	7	forum	forum	NOUN
futech-481	252	8	participation	participation	NOUN
futech-481	252	9	highlight	highlight	VERB
futech-481	252	10	the	the	DET
futech-481	252	11	need	need	NOUN
futech-481	252	12	for	for	ADP
futech-481	252	13	enhanced	enhanced	ADJ
futech-481	252	14	social	social	ADJ
futech-481	252	15	learning	learning	NOUN
futech-481	252	16	features	feature	NOUN
futech-481	252	17	.	.	PUNCT
futech-481	253	1	platforms	platform	NOUN
futech-481	253	2	should	should	AUX
futech-481	253	3	integrate	integrate	VERB
futech-481	253	4	more	more	ADV
futech-481	253	5	sophisticated	sophisticated	ADJ
futech-481	253	6	collaborative	collaborative	ADJ
futech-481	253	7	tools	tool	NOUN
futech-481	253	8	that	that	PRON
futech-481	253	9	facilitate	facilitate	VERB
futech-481	253	10	meaningful	meaningful	ADJ
futech-481	253	11	peer	peer	NOUN
futech-481	253	12	interaction	interaction	NOUN
futech-481	253	13	beyond	beyond	ADP
futech-481	253	14	basic	basic	ADJ
futech-481	253	15	forum	forum	NOUN
futech-481	253	16	functionality	functionality	NOUN
futech-481	253	17	.	.	PUNCT
futech-481	254	1	this	this	PRON
futech-481	254	2	might	might	AUX
futech-481	254	3	include	include	VERB
futech-481	254	4	real	real	ADJ
futech-481	254	5	-	-	PUNCT
futech-481	254	6	time	time	NOUN
futech-481	254	7	collaboration	collaboration	NOUN
futech-481	254	8	spaces	space	NOUN
futech-481	254	9	,	,	PUNCT
futech-481	254	10	peer	peer	NOUN
futech-481	254	11	review	review	NOUN
futech-481	254	12	systems	system	NOUN
futech-481	254	13	,	,	PUNCT
futech-481	254	14	and	and	CCONJ
futech-481	254	15	group	group	NOUN
futech-481	254	16	project	project	NOUN
futech-481	254	17	management	management	NOUN
futech-481	254	18	tools	tool	NOUN
futech-481	254	19	.	.	PUNCT
futech-481	255	1	the	the	DET
futech-481	255	2	sustainability	sustainability	NOUN
futech-481	255	3	-	-	PUNCT
futech-481	255	4	oriented	orient	VERB
futech-481	255	5	design	design	NOUN
futech-481	255	6	principles	principle	NOUN
futech-481	255	7	for	for	ADP
futech-481	255	8	blended	blended	ADJ
futech-481	255	9	learning	learning	NOUN
futech-481	255	10	emphasize	emphasize	VERB
futech-481	255	11	creating	create	VERB
futech-481	255	12	platforms	platform	NOUN
futech-481	255	13	that	that	PRON
futech-481	255	14	support	support	VERB
futech-481	255	15	long	long	ADJ
futech-481	255	16	-	-	PUNCT
futech-481	255	17	term	term	NOUN
futech-481	255	18	engagement	engagement	NOUN
futech-481	255	19	rather	rather	ADV
futech-481	255	20	than	than	ADP
futech-481	255	21	temporary	temporary	ADJ
futech-481	255	22	solutions	solution	NOUN
futech-481	255	23	[	[	X
futech-481	255	24	20	20	NUM
futech-481	255	25	]	]	PUNCT
futech-481	255	26	.	.	PUNCT
futech-481	256	1	learning	learn	VERB
futech-481	256	2	analytics	analytic	NOUN
futech-481	256	3	dashboards	dashboard	NOUN
futech-481	256	4	represent	represent	VERB
futech-481	256	5	another	another	DET
futech-481	256	6	crucial	crucial	ADJ
futech-481	256	7	optimization	optimization	NOUN
futech-481	256	8	area	area	NOUN
futech-481	256	9	.	.	PUNCT
futech-481	257	1	the	the	DET
futech-481	257	2	success	success	NOUN
futech-481	257	3	of	of	ADP
futech-481	257	4	predictive	predictive	ADJ
futech-481	257	5	models	model	NOUN
futech-481	257	6	in	in	ADP
futech-481	257	7	identifying	identify	VERB
futech-481	257	8	at	at	ADP
futech-481	257	9	-	-	PUNCT
futech-481	257	10	risk	risk	NOUN
futech-481	257	11	students	student	NOUN
futech-481	257	12	(	(	PUNCT
futech-481	257	13	83.7	83.7	NUM
futech-481	257	14	%	%	NOUN
futech-481	257	15	accuracy	accuracy	NOUN
futech-481	257	16	)	)	PUNCT
futech-481	257	17	demonstrates	demonstrate	VERB
futech-481	257	18	the	the	DET
futech-481	257	19	potential	potential	NOUN
futech-481	257	20	for	for	ADP
futech-481	257	21	integrated	integrate	VERB
futech-481	257	22	analytics	analytic	NOUN
futech-481	257	23	systems	system	NOUN
futech-481	257	24	.	.	PUNCT
futech-481	258	1	however	however	ADV
futech-481	258	2	,	,	PUNCT
futech-481	258	3	these	these	DET
futech-481	258	4	f.	f.	PROPN
futech-481	258	5	zhang	zhang	PROPN
futech-481	258	6	et	et	PROPN
futech-481	258	7	al	al	PROPN
futech-481	258	8	.	.	PROPN
futech-481	258	9	/future	/future	PUNCT
futech-481	258	10	technology	technology	PROPN
futech-481	258	11	november	november	PROPN
futech-481	258	12	2025|	2025|	NUM
futech-481	258	13	volume	volume	NOUN
futech-481	258	14	04	04	NUM
futech-481	259	1	|	|	ADV
futech-481	259	2	issue	issue	VERB
futech-481	259	3	04	04	NUM
futech-481	260	1	|	|	CCONJ
futech-481	260	2	pages	page	VERB
futech-481	260	3	173	173	NUM
futech-481	260	4	-	-	SYM
futech-481	260	5	184	184	NUM
futech-481	260	6	182	182	NUM
futech-481	260	7	systems	system	NOUN
futech-481	260	8	must	must	AUX
futech-481	260	9	present	present	VERB
futech-481	260	10	information	information	NOUN
futech-481	260	11	in	in	ADP
futech-481	260	12	actionable	actionable	ADJ
futech-481	260	13	formats	format	NOUN
futech-481	260	14	for	for	ADP
futech-481	260	15	both	both	DET
futech-481	260	16	instructors	instructor	NOUN
futech-481	260	17	and	and	CCONJ
futech-481	260	18	students	student	NOUN
futech-481	260	19	.	.	PUNCT
futech-481	261	1	the	the	DET
futech-481	261	2	systematic	systematic	ADJ
futech-481	261	3	review	review	NOUN
futech-481	261	4	of	of	ADP
futech-481	261	5	learning	learn	VERB
futech-481	261	6	analytics	analytic	NOUN
futech-481	261	7	applications	application	NOUN
futech-481	261	8	suggests	suggest	VERB
futech-481	261	9	that	that	SCONJ
futech-481	261	10	effective	effective	ADJ
futech-481	261	11	dashboards	dashboard	NOUN
futech-481	261	12	should	should	AUX
futech-481	261	13	provide	provide	VERB
futech-481	261	14	real	real	ADJ
futech-481	261	15	-	-	PUNCT
futech-481	261	16	time	time	NOUN
futech-481	261	17	feedback	feedback	NOUN
futech-481	261	18	,	,	PUNCT
futech-481	261	19	personalized	personalized	ADJ
futech-481	261	20	recommendations	recommendation	NOUN
futech-481	261	21	,	,	PUNCT
futech-481	261	22	and	and	CCONJ
futech-481	261	23	progress	progress	VERB
futech-481	261	24	visualization	visualization	NOUN
futech-481	261	25	[	[	X
futech-481	261	26	13	13	NUM
futech-481	261	27	]	]	PUNCT
futech-481	261	28	.	.	PUNCT
futech-481	262	1	implementing	implement	VERB
futech-481	262	2	such	such	ADJ
futech-481	262	3	features	feature	NOUN
futech-481	262	4	could	could	AUX
futech-481	262	5	enhance	enhance	VERB
futech-481	262	6	the	the	DET
futech-481	262	7	self	self	NOUN
futech-481	262	8	-	-	PUNCT
futech-481	262	9	regulation	regulation	NOUN
futech-481	262	10	capabilities	capability	NOUN
futech-481	262	11	that	that	PRON
futech-481	262	12	proved	prove	VERB
futech-481	262	13	crucial	crucial	ADJ
futech-481	262	14	for	for	ADP
futech-481	262	15	student	student	NOUN
futech-481	262	16	success	success	NOUN
futech-481	262	17	in	in	ADP
futech-481	262	18	this	this	DET
futech-481	262	19	study	study	NOUN
futech-481	262	20	.	.	PUNCT
futech-481	263	1	content	content	NOUN
futech-481	263	2	organization	organization	PROPN
futech-481	263	3	and	and	CCONJ
futech-481	263	4	navigation	navigation	NOUN
futech-481	263	5	structures	structure	NOUN
futech-481	263	6	require	require	VERB
futech-481	263	7	careful	careful	ADJ
futech-481	263	8	attention	attention	NOUN
futech-481	263	9	based	base	VERB
futech-481	263	10	on	on	ADP
futech-481	263	11	usage	usage	NOUN
futech-481	263	12	patterns	pattern	NOUN
futech-481	263	13	.	.	PUNCT
futech-481	264	1	the	the	DET
futech-481	264	2	temporal	temporal	ADJ
futech-481	264	3	analysis	analysis	NOUN
futech-481	264	4	revealing	reveal	VERB
futech-481	264	5	peak	peak	NOUN
futech-481	264	6	usage	usage	NOUN
futech-481	264	7	during	during	ADP
futech-481	264	8	weekday	weekday	NOUN
futech-481	264	9	evenings	evening	NOUN
futech-481	264	10	suggests	suggest	VERB
futech-481	264	11	that	that	SCONJ
futech-481	264	12	platforms	platform	NOUN
futech-481	264	13	should	should	AUX
futech-481	264	14	optimize	optimize	VERB
futech-481	264	15	for	for	ADP
futech-481	264	16	mobile	mobile	ADJ
futech-481	264	17	access	access	NOUN
futech-481	264	18	and	and	CCONJ
futech-481	264	19	offline	offline	ADJ
futech-481	264	20	functionality	functionality	NOUN
futech-481	264	21	.	.	PUNCT
futech-481	265	1	this	this	PRON
futech-481	265	2	aligns	align	VERB
futech-481	265	3	with	with	ADP
futech-481	265	4	findings	finding	NOUN
futech-481	265	5	from	from	ADP
futech-481	265	6	comparative	comparative	ADJ
futech-481	265	7	studies	study	NOUN
futech-481	265	8	of	of	ADP
futech-481	265	9	online	online	ADJ
futech-481	265	10	and	and	CCONJ
futech-481	265	11	offline	offline	ADJ
futech-481	265	12	learning	learning	NOUN
futech-481	265	13	,	,	PUNCT
futech-481	265	14	which	which	PRON
futech-481	265	15	emphasize	emphasize	VERB
futech-481	265	16	the	the	DET
futech-481	265	17	importance	importance	NOUN
futech-481	265	18	of	of	ADP
futech-481	265	19	flexible	flexible	ADJ
futech-481	265	20	access	access	NOUN
futech-481	265	21	modes	mode	NOUN
futech-481	265	22	[	[	X
futech-481	265	23	15	15	NUM
futech-481	265	24	]	]	PUNCT
futech-481	265	25	.	.	PUNCT
futech-481	266	1	adaptive	adaptive	ADJ
futech-481	266	2	content	content	NOUN
futech-481	266	3	delivery	delivery	NOUN
futech-481	266	4	systems	system	NOUN
futech-481	266	5	that	that	PRON
futech-481	266	6	adjust	adjust	VERB
futech-481	266	7	to	to	ADP
futech-481	266	8	individual	individual	ADJ
futech-481	266	9	learning	learn	VERB
futech-481	266	10	patterns	pattern	NOUN
futech-481	266	11	and	and	CCONJ
futech-481	266	12	preferences	preference	NOUN
futech-481	266	13	could	could	AUX
futech-481	266	14	further	far	ADV
futech-481	266	15	enhance	enhance	VERB
futech-481	266	16	engagement	engagement	NOUN
futech-481	266	17	and	and	CCONJ
futech-481	266	18	outcomes	outcome	NOUN
futech-481	266	19	.	.	PUNCT
futech-481	267	1	5.3	5.3	NUM
futech-481	267	2	guidance	guidance	NOUN
futech-481	267	3	for	for	ADP
futech-481	267	4	blended	blend	VERB
futech-481	267	5	teaching	teaching	NOUN
futech-481	267	6	practice	practice	NOUN
futech-481	267	7	the	the	DET
futech-481	267	8	empirical	empirical	ADJ
futech-481	267	9	evidence	evidence	NOUN
futech-481	267	10	provides	provide	VERB
futech-481	267	11	clear	clear	ADJ
futech-481	267	12	direction	direction	NOUN
futech-481	267	13	for	for	ADP
futech-481	267	14	implementing	implement	VERB
futech-481	267	15	effective	effective	ADJ
futech-481	267	16	blended	blend	VERB
futech-481	267	17	teaching	teaching	NOUN
futech-481	267	18	practices	practice	NOUN
futech-481	267	19	in	in	ADP
futech-481	267	20	business	business	NOUN
futech-481	267	21	education	education	NOUN
futech-481	267	22	contexts	contexts	NOUN
futech-481	267	23	.	.	PUNCT
futech-481	268	1	the	the	DET
futech-481	268	2	success	success	NOUN
futech-481	268	3	of	of	ADP
futech-481	268	4	project	project	NOUN
futech-481	268	5	-	-	PUNCT
futech-481	268	6	based	base	VERB
futech-481	268	7	assessments	assessment	NOUN
futech-481	268	8	,	,	PUNCT
futech-481	268	9	which	which	PRON
futech-481	268	10	showed	show	VERB
futech-481	268	11	the	the	DET
futech-481	268	12	highest	high	ADJ
futech-481	268	13	mean	mean	ADJ
futech-481	268	14	scores	score	NOUN
futech-481	268	15	and	and	CCONJ
futech-481	268	16	lowest	low	ADJ
futech-481	268	17	variability	variability	NOUN
futech-481	268	18	,	,	PUNCT
futech-481	268	19	underscores	underscore	VERB
futech-481	268	20	the	the	DET
futech-481	268	21	importance	importance	NOUN
futech-481	268	22	of	of	ADP
futech-481	268	23	authentic	authentic	ADJ
futech-481	268	24	,	,	PUNCT
futech-481	268	25	collaborative	collaborative	ADJ
futech-481	268	26	learning	learning	NOUN
futech-481	268	27	activities	activity	NOUN
futech-481	268	28	in	in	ADP
futech-481	268	29	blended	blended	ADJ
futech-481	268	30	environments	environment	NOUN
futech-481	268	31	.	.	PUNCT
futech-481	269	1	instructional	instructional	ADJ
futech-481	269	2	design	design	NOUN
futech-481	269	3	principles	principle	NOUN
futech-481	269	4	should	should	AUX
futech-481	269	5	emphasize	emphasize	VERB
futech-481	269	6	the	the	DET
futech-481	269	7	strategic	strategic	ADJ
futech-481	269	8	allocation	allocation	NOUN
futech-481	269	9	of	of	ADP
futech-481	269	10	content	content	NOUN
futech-481	269	11	between	between	ADP
futech-481	269	12	online	online	ADJ
futech-481	269	13	and	and	CCONJ
futech-481	269	14	offline	offline	ADJ
futech-481	269	15	modalities	modality	NOUN
futech-481	269	16	.	.	PUNCT
futech-481	270	1	transmission	transmission	NOUN
futech-481	270	2	of	of	ADP
futech-481	270	3	theory	theory	NOUN
futech-481	270	4	content	content	NOUN
futech-481	270	5	and	and	CCONJ
futech-481	270	6	procurement	procurement	NOUN
futech-481	270	7	of	of	ADP
futech-481	270	8	necessary	necessary	ADJ
futech-481	270	9	knowledge	knowledge	NOUN
futech-481	270	10	appear	appear	VERB
futech-481	270	11	more	more	ADV
futech-481	270	12	conducive	conducive	ADJ
futech-481	270	13	to	to	ADP
futech-481	270	14	online	online	ADJ
futech-481	270	15	media	medium	NOUN
futech-481	270	16	with	with	ADP
futech-481	270	17	abundant	abundant	ADJ
futech-481	270	18	participation	participation	NOUN
futech-481	270	19	in	in	ADP
futech-481	270	20	video	video	NOUN
futech-481	270	21	lectures	lecture	NOUN
futech-481	270	22	.	.	PUNCT
futech-481	271	1	however	however	ADV
futech-481	271	2	,	,	PUNCT
futech-481	271	3	discussion	discussion	NOUN
futech-481	271	4	forums	forum	NOUN
futech-481	271	5	'	'	PART
futech-481	271	6	strong	strong	ADJ
futech-481	271	7	role	role	NOUN
futech-481	271	8	in	in	ADP
futech-481	271	9	differentiating	differentiate	VERB
futech-481	271	10	between	between	ADP
futech-481	271	11	high	high	ADJ
futech-481	271	12	achievers	achiever	NOUN
futech-481	271	13	and	and	CCONJ
futech-481	271	14	average	average	ADJ
futech-481	271	15	performers	performer	NOUN
futech-481	271	16	does	do	AUX
futech-481	271	17	not	not	PART
futech-481	271	18	mean	mean	VERB
futech-481	271	19	that	that	SCONJ
futech-481	271	20	interactive	interactive	ADJ
futech-481	271	21	elements	element	NOUN
futech-481	271	22	must	must	AUX
futech-481	271	23	remain	remain	VERB
futech-481	271	24	limited	limited	ADJ
futech-481	271	25	to	to	ADP
futech-481	271	26	faceto	faceto	NOUN
futech-481	271	27	-	-	PUNCT
futech-481	271	28	face	face	NOUN
futech-481	271	29	class	class	NOUN
futech-481	271	30	settings	setting	NOUN
futech-481	271	31	.	.	PUNCT
futech-481	272	1	in	in	ADP
futech-481	272	2	fact	fact	NOUN
futech-481	272	3	,	,	PUNCT
futech-481	272	4	a	a	DET
futech-481	272	5	unified	unified	ADJ
futech-481	272	6	interaction	interaction	NOUN
futech-481	272	7	framework	framework	NOUN
futech-481	272	8	involving	involve	VERB
futech-481	272	9	both	both	CCONJ
futech-481	272	10	online	online	ADJ
futech-481	272	11	and	and	CCONJ
futech-481	272	12	face	face	NOUN
futech-481	272	13	-	-	PUNCT
futech-481	272	14	to	to	ADP
futech-481	272	15	-	-	PUNCT
futech-481	272	16	face	face	NOUN
futech-481	272	17	media	medium	NOUN
futech-481	272	18	might	might	AUX
futech-481	272	19	provide	provide	VERB
futech-481	272	20	a	a	DET
futech-481	272	21	better	well	ADJ
futech-481	272	22	educational	educational	ADJ
futech-481	272	23	outcome	outcome	NOUN
futech-481	272	24	[	[	X
futech-481	272	25	5	5	NUM
futech-481	272	26	]	]	PUNCT
futech-481	272	27	.	.	PUNCT
futech-481	273	1	instructional	instructional	ADJ
futech-481	273	2	faculty	faculty	NOUN
futech-481	273	3	development	development	NOUN
futech-481	273	4	was	be	AUX
futech-481	273	5	a	a	DET
futech-481	273	6	critical	critical	ADJ
futech-481	273	7	aspect	aspect	NOUN
futech-481	273	8	in	in	ADP
futech-481	273	9	informing	inform	VERB
futech-481	273	10	effective	effective	ADJ
futech-481	273	11	blended	blended	ADJ
futech-481	273	12	teaching	teaching	NOUN
futech-481	273	13	practices	practice	NOUN
futech-481	273	14	.	.	PUNCT
futech-481	274	1	the	the	DET
futech-481	274	2	variation	variation	NOUN
futech-481	274	3	in	in	ADP
futech-481	274	4	student	student	NOUN
futech-481	274	5	achievement	achievement	NOUN
futech-481	274	6	was	be	AUX
futech-481	274	7	partly	partly	ADV
futech-481	274	8	due	due	ADJ
futech-481	274	9	to	to	ADP
futech-481	274	10	varying	vary	VERB
futech-481	274	11	levels	level	NOUN
futech-481	274	12	of	of	ADP
futech-481	274	13	instructional	instructional	ADJ
futech-481	274	14	facilitation	facilitation	NOUN
futech-481	274	15	.	.	PUNCT
futech-481	275	1	training	training	NOUN
futech-481	275	2	initiatives	initiative	NOUN
futech-481	275	3	should	should	AUX
futech-481	275	4	be	be	AUX
futech-481	275	5	created	create	VERB
futech-481	275	6	with	with	ADP
futech-481	275	7	a	a	DET
futech-481	275	8	focus	focus	NOUN
futech-481	275	9	on	on	ADP
futech-481	275	10	improving	improve	VERB
futech-481	275	11	digital	digital	ADJ
futech-481	275	12	pedagogy	pedagogy	NOUN
futech-481	275	13	competencies	competency	NOUN
futech-481	275	14	,	,	PUNCT
futech-481	275	15	such	such	ADJ
futech-481	275	16	as	as	ADP
futech-481	275	17	digital	digital	ADJ
futech-481	275	18	discussion	discussion	NOUN
futech-481	275	19	facilitation	facilitation	NOUN
futech-481	275	20	,	,	PUNCT
futech-481	275	21	multimedia	multimedia	NOUN
futech-481	275	22	production	production	NOUN
futech-481	275	23	,	,	PUNCT
futech-481	275	24	and	and	CCONJ
futech-481	275	25	learning	learn	VERB
futech-481	275	26	analytics	analytic	NOUN
futech-481	275	27	interpretation	interpretation	NOUN
futech-481	275	28	[	[	X
futech-481	275	29	8	8	NUM
futech-481	275	30	]	]	PUNCT
futech-481	275	31	.	.	PUNCT
futech-481	276	1	the	the	DET
futech-481	276	2	rapid	rapid	ADJ
futech-481	276	3	movement	movement	NOUN
futech-481	276	4	brought	bring	VERB
futech-481	276	5	about	about	ADP
futech-481	276	6	by	by	ADP
futech-481	276	7	the	the	DET
futech-481	276	8	pandemic	pandemic	ADJ
futech-481	276	9	highlighted	highlight	VERB
futech-481	276	10	significant	significant	ADJ
futech-481	276	11	weaknesses	weakness	NOUN
futech-481	276	12	in	in	ADP
futech-481	276	13	teaching	teach	VERB
futech-481	276	14	professional	professional	ADJ
futech-481	276	15	training	training	NOUN
futech-481	276	16	,	,	PUNCT
futech-481	276	17	calling	call	VERB
futech-481	276	18	for	for	ADP
futech-481	276	19	a	a	DET
futech-481	276	20	focus	focus	NOUN
futech-481	276	21	on	on	ADP
futech-481	276	22	formal	formal	ADJ
futech-481	276	23	training	training	NOUN
futech-481	276	24	approaches	approach	NOUN
futech-481	276	25	[	[	X
futech-481	276	26	3	3	NUM
futech-481	276	27	]	]	PUNCT
futech-481	276	28	.	.	PUNCT
futech-481	277	1	the	the	DET
futech-481	277	2	different	different	ADJ
futech-481	277	3	types	type	NOUN
futech-481	277	4	of	of	ADP
futech-481	277	5	evaluations	evaluation	NOUN
futech-481	277	6	used	use	VERB
futech-481	277	7	in	in	ADP
futech-481	277	8	blended	blended	ADJ
futech-481	277	9	learning	learning	NOUN
futech-481	277	10	settings	setting	NOUN
futech-481	277	11	require	require	VERB
futech-481	277	12	a	a	DET
futech-481	277	13	critical	critical	ADJ
futech-481	277	14	reassessment	reassessment	NOUN
futech-481	277	15	.	.	PUNCT
futech-481	278	1	the	the	DET
futech-481	278	2	dominance	dominance	NOUN
futech-481	278	3	of	of	ADP
futech-481	278	4	projects	project	NOUN
futech-481	278	5	and	and	CCONJ
futech-481	278	6	assignments	assignment	NOUN
futech-481	278	7	over	over	ADP
futech-481	278	8	traditional	traditional	ADJ
futech-481	278	9	exams	exam	NOUN
futech-481	278	10	means	mean	VERB
futech-481	278	11	that	that	SCONJ
futech-481	278	12	persistent	persistent	ADJ
futech-481	278	13	and	and	CCONJ
futech-481	278	14	genuine	genuine	ADJ
futech-481	278	15	assessment	assessment	NOUN
futech-481	278	16	strategies	strategy	NOUN
futech-481	278	17	better	well	ADJ
futech-481	278	18	measure	measure	NOUN
futech-481	278	19	student	student	NOUN
futech-481	278	20	learning	learning	NOUN
futech-481	278	21	in	in	ADP
futech-481	278	22	blended	blended	ADJ
futech-481	278	23	settings	setting	NOUN
futech-481	278	24	.	.	PUNCT
futech-481	279	1	this	this	PRON
futech-481	279	2	aligns	align	VERB
futech-481	279	3	with	with	ADP
futech-481	279	4	research	research	NOUN
futech-481	279	5	on	on	ADP
futech-481	279	6	blended	blended	ADJ
futech-481	279	7	learning	learning	NOUN
futech-481	279	8	in	in	ADP
futech-481	279	9	chinese	chinese	ADJ
futech-481	279	10	educational	educational	ADJ
futech-481	279	11	institutions	institution	NOUN
futech-481	279	12	,	,	PUNCT
futech-481	279	13	which	which	PRON
futech-481	279	14	found	find	VERB
futech-481	279	15	similar	similar	ADJ
futech-481	279	16	patterns	pattern	NOUN
futech-481	279	17	favoring	favor	VERB
futech-481	279	18	application	application	NOUN
futech-481	279	19	-	-	PUNCT
futech-481	279	20	based	base	VERB
futech-481	279	21	assessment	assessment	NOUN
futech-481	279	22	[	[	X
futech-481	279	23	5	5	NUM
futech-481	279	24	]	]	PUNCT
futech-481	279	25	.	.	PUNCT
futech-481	280	1	implementing	implement	VERB
futech-481	280	2	diverse	diverse	ADJ
futech-481	280	3	assessment	assessment	NOUN
futech-481	280	4	portfolios	portfolio	NOUN
futech-481	280	5	that	that	PRON
futech-481	280	6	include	include	VERB
futech-481	280	7	peer	peer	NOUN
futech-481	280	8	evaluation	evaluation	NOUN
futech-481	280	9	,	,	PUNCT
futech-481	280	10	self	self	NOUN
futech-481	280	11	-	-	PUNCT
futech-481	280	12	reflection	reflection	NOUN
futech-481	280	13	,	,	PUNCT
futech-481	280	14	and	and	CCONJ
futech-481	280	15	practical	practical	ADJ
futech-481	280	16	applications	application	NOUN
futech-481	280	17	could	could	AUX
futech-481	280	18	provide	provide	VERB
futech-481	280	19	a	a	DET
futech-481	280	20	more	more	ADV
futech-481	280	21	comprehensive	comprehensive	ADJ
futech-481	280	22	evaluation	evaluation	NOUN
futech-481	280	23	of	of	ADP
futech-481	280	24	student	student	NOUN
futech-481	280	25	development	development	NOUN
futech-481	280	26	.	.	PUNCT
futech-481	281	1	the	the	DET
futech-481	281	2	identification	identification	NOUN
futech-481	281	3	of	of	ADP
futech-481	281	4	critical	critical	ADJ
futech-481	281	5	engagement	engagement	NOUN
futech-481	281	6	periods	period	NOUN
futech-481	281	7	offers	offer	VERB
futech-481	281	8	practical	practical	ADJ
futech-481	281	9	guidance	guidance	NOUN
futech-481	281	10	for	for	ADP
futech-481	281	11	instructional	instructional	ADJ
futech-481	281	12	pacing	pacing	NOUN
futech-481	281	13	and	and	CCONJ
futech-481	281	14	intervention	intervention	NOUN
futech-481	281	15	timing	timing	NOUN
futech-481	281	16	.	.	PUNCT
futech-481	282	1	instructors	instructor	NOUN
futech-481	282	2	should	should	AUX
futech-481	282	3	implement	implement	VERB
futech-481	282	4	enhanced	enhanced	ADJ
futech-481	282	5	monitoring	monitoring	NOUN
futech-481	282	6	and	and	CCONJ
futech-481	282	7	support	support	NOUN
futech-481	282	8	mechanisms	mechanism	NOUN
futech-481	282	9	during	during	ADP
futech-481	282	10	weeks	week	NOUN
futech-481	282	11	3	3	NUM
futech-481	282	12	-	-	SYM
futech-481	282	13	5	5	NUM
futech-481	282	14	,	,	PUNCT
futech-481	282	15	when	when	SCONJ
futech-481	282	16	early	early	ADJ
futech-481	282	17	patterns	pattern	NOUN
futech-481	282	18	crystallize	crystallize	VERB
futech-481	282	19	,	,	PUNCT
futech-481	282	20	and	and	CCONJ
futech-481	282	21	weeks	week	NOUN
futech-481	282	22	10	10	NUM
futech-481	282	23	-	-	SYM
futech-481	282	24	12	12	NUM
futech-481	282	25	,	,	PUNCT
futech-481	282	26	when	when	SCONJ
futech-481	282	27	motivation	motivation	NOUN
futech-481	282	28	often	often	ADV
futech-481	282	29	wanes	wane	VERB
futech-481	282	30	.	.	PUNCT
futech-481	283	1	this	this	DET
futech-481	283	2	targeted	target	VERB
futech-481	283	3	approach	approach	NOUN
futech-481	283	4	to	to	ADP
futech-481	283	5	learner	learner	NOUN
futech-481	283	6	support	support	NOUN
futech-481	283	7	reflects	reflect	VERB
futech-481	283	8	the	the	DET
futech-481	283	9	personalized	personalized	ADJ
futech-481	283	10	learning	learn	VERB
futech-481	283	11	possibilities	possibility	NOUN
futech-481	283	12	that	that	PRON
futech-481	283	13	blended	blend	VERB
futech-481	283	14	environments	environment	NOUN
futech-481	283	15	enable	enable	VERB
futech-481	283	16	[	[	PUNCT
futech-481	283	17	9	9	NUM
futech-481	283	18	]	]	PUNCT
futech-481	283	19	.	.	PUNCT
futech-481	284	1	5.4	5.4	NUM
futech-481	284	2	implications	implication	NOUN
futech-481	284	3	for	for	ADP
futech-481	284	4	educational	educational	ADJ
futech-481	284	5	policy	policy	NOUN
futech-481	284	6	the	the	DET
futech-481	284	7	findings	finding	NOUN
futech-481	284	8	carry	carry	VERB
futech-481	284	9	significant	significant	ADJ
futech-481	284	10	implications	implication	NOUN
futech-481	284	11	for	for	ADP
futech-481	284	12	educational	educational	ADJ
futech-481	284	13	policy	policy	NOUN
futech-481	284	14	development	development	NOUN
futech-481	284	15	at	at	ADP
futech-481	284	16	institutional	institutional	ADJ
futech-481	284	17	and	and	CCONJ
futech-481	284	18	systemic	systemic	ADJ
futech-481	284	19	levels	level	NOUN
futech-481	284	20	.	.	PUNCT
futech-481	285	1	the	the	DET
futech-481	285	2	demonstrated	demonstrate	VERB
futech-481	285	3	effectiveness	effectiveness	NOUN
futech-481	285	4	of	of	ADP
futech-481	285	5	ai	ai	ADJ
futech-481	285	6	-	-	PUNCT
futech-481	285	7	powered	power	VERB
futech-481	285	8	analytics	analytic	NOUN
futech-481	285	9	in	in	ADP
futech-481	285	10	improving	improve	VERB
futech-481	285	11	student	student	NOUN
futech-481	285	12	outcomes	outcome	NOUN
futech-481	285	13	(	(	PUNCT
futech-481	285	14	23.6	23.6	NUM
futech-481	285	15	%	%	NOUN
futech-481	285	16	improvement	improvement	NOUN
futech-481	285	17	in	in	ADP
futech-481	285	18	assignment	assignment	ADJ
futech-481	285	19	completion	completion	NOUN
futech-481	285	20	)	)	PUNCT
futech-481	285	21	suggests	suggest	VERB
futech-481	285	22	that	that	SCONJ
futech-481	285	23	policy	policy	NOUN
futech-481	285	24	frameworks	framework	NOUN
futech-481	285	25	should	should	AUX
futech-481	285	26	support	support	VERB
futech-481	285	27	the	the	DET
futech-481	285	28	ethical	ethical	ADJ
futech-481	285	29	integration	integration	NOUN
futech-481	285	30	of	of	ADP
futech-481	285	31	artificial	artificial	ADJ
futech-481	285	32	intelligence	intelligence	NOUN
futech-481	285	33	in	in	ADP
futech-481	285	34	educational	educational	ADJ
futech-481	285	35	settings	setting	NOUN
futech-481	285	36	[	[	X
futech-481	285	37	12	12	NUM
futech-481	285	38	]	]	PUNCT
futech-481	285	39	.	.	PUNCT
futech-481	286	1	however	however	ADV
futech-481	286	2	,	,	PUNCT
futech-481	286	3	this	this	DET
futech-481	286	4	integration	integration	NOUN
futech-481	286	5	must	must	AUX
futech-481	286	6	be	be	AUX
futech-481	286	7	balanced	balance	VERB
futech-481	286	8	with	with	ADP
futech-481	286	9	privacy	privacy	NOUN
futech-481	286	10	considerations	consideration	NOUN
futech-481	286	11	and	and	CCONJ
futech-481	286	12	pedagogical	pedagogical	ADJ
futech-481	286	13	appropriateness	appropriateness	NOUN
futech-481	286	14	.	.	PUNCT
futech-481	287	1	an	an	DET
futech-481	287	2	evaluation	evaluation	NOUN
futech-481	287	3	of	of	ADP
futech-481	287	4	patterns	pattern	NOUN
futech-481	287	5	of	of	ADP
futech-481	287	6	engagement	engagement	NOUN
futech-481	287	7	and	and	CCONJ
futech-481	287	8	factors	factor	NOUN
futech-481	287	9	of	of	ADP
futech-481	287	10	success	success	NOUN
futech-481	287	11	underlies	underlie	VERB
futech-481	287	12	the	the	DET
futech-481	287	13	prioritization	prioritization	NOUN
futech-481	287	14	of	of	ADP
futech-481	287	15	investment	investment	NOUN
futech-481	287	16	in	in	ADP
futech-481	287	17	infrastructure	infrastructure	NOUN
futech-481	287	18	.	.	PUNCT
futech-481	288	1	the	the	DET
futech-481	288	2	digital	digital	ADJ
futech-481	288	3	divide	divide	NOUN
futech-481	288	4	remains	remain	VERB
futech-481	288	5	a	a	DET
futech-481	288	6	critical	critical	ADJ
futech-481	288	7	barrier	barrier	NOUN
futech-481	288	8	reflected	reflect	VERB
futech-481	288	9	in	in	ADP
futech-481	288	10	the	the	DET
futech-481	288	11	relationship	relationship	NOUN
futech-481	288	12	between	between	ADP
futech-481	288	13	technological	technological	ADJ
futech-481	288	14	readiness	readiness	NOUN
futech-481	288	15	and	and	CCONJ
futech-481	288	16	student	student	NOUN
futech-481	288	17	achievement	achievement	NOUN
futech-481	288	18	.	.	PUNCT
futech-481	289	1	policy	policy	NOUN
futech-481	289	2	intervention	intervention	NOUN
futech-481	289	3	should	should	AUX
futech-481	289	4	address	address	VERB
futech-481	289	5	connectivity	connectivity	NOUN
futech-481	289	6	and	and	CCONJ
futech-481	289	7	equipment	equipment	NOUN
futech-481	289	8	-	-	PUNCT
futech-481	289	9	related	relate	VERB
futech-481	289	10	concerns	concern	NOUN
futech-481	289	11	while	while	SCONJ
futech-481	289	12	enhancing	enhance	VERB
futech-481	289	13	students	student	NOUN
futech-481	289	14	'	'	PART
futech-481	289	15	and	and	CCONJ
futech-481	289	16	instructors	instructor	NOUN
futech-481	289	17	'	'	PART
futech-481	289	18	digital	digital	ADJ
futech-481	289	19	literacy	literacy	NOUN
futech-481	289	20	skills	skill	NOUN
futech-481	289	21	.	.	PUNCT
futech-481	290	1	a	a	DET
futech-481	290	2	review	review	NOUN
futech-481	290	3	of	of	ADP
futech-481	290	4	learning	learn	VERB
futech-481	290	5	management	management	NOUN
futech-481	290	6	systems	system	NOUN
futech-481	290	7	in	in	ADP
futech-481	290	8	different	different	ADJ
futech-481	290	9	contexts	contexts	NOUN
futech-481	290	10	emphasizes	emphasize	VERB
futech-481	290	11	contextualization	contextualization	NOUN
futech-481	290	12	as	as	ADP
futech-481	290	13	a	a	DET
futech-481	290	14	necessary	necessary	ADJ
futech-481	290	15	condition	condition	NOUN
futech-481	290	16	for	for	ADP
futech-481	290	17	success	success	NOUN
futech-481	290	18	,	,	PUNCT
futech-481	290	19	as	as	SCONJ
futech-481	290	20	opposed	oppose	VERB
futech-481	290	21	to	to	ADP
futech-481	290	22	a	a	DET
futech-481	290	23	one	one	NUM
futech-481	290	24	-	-	PUNCT
futech-481	290	25	size	size	NOUN
futech-481	290	26	-	-	PUNCT
futech-481	290	27	for	for	ADP
futech-481	290	28	-	-	PUNCT
futech-481	290	29	all	all	PRON
futech-481	290	30	solution	solution	NOUN
futech-481	290	31	[	[	X
futech-481	290	32	8	8	NUM
futech-481	290	33	]	]	PUNCT
futech-481	290	34	.	.	PUNCT
futech-481	291	1	there	there	PRON
futech-481	291	2	is	be	VERB
futech-481	291	3	a	a	DET
futech-481	291	4	need	need	NOUN
futech-481	291	5	to	to	PART
futech-481	291	6	overhaul	overhaul	VERB
futech-481	291	7	quality	quality	NOUN
futech-481	291	8	assurance	assurance	NOUN
futech-481	291	9	processes	process	NOUN
futech-481	291	10	related	relate	VERB
futech-481	291	11	to	to	ADP
futech-481	291	12	blended	blend	VERB
futech-481	291	13	courses	course	NOUN
futech-481	291	14	so	so	SCONJ
futech-481	291	15	that	that	SCONJ
futech-481	291	16	they	they	PRON
futech-481	291	17	also	also	ADV
futech-481	291	18	reflect	reflect	VERB
futech-481	291	19	the	the	DET
futech-481	291	20	variable	variable	ADJ
futech-481	291	21	environments	environment	NOUN
futech-481	291	22	in	in	ADP
futech-481	291	23	which	which	PRON
futech-481	291	24	they	they	PRON
futech-481	291	25	exist	exist	VERB
futech-481	291	26	.	.	PUNCT
futech-481	292	1	ay	ay	NOUN
futech-481	292	2	measures	measure	NOUN
futech-481	292	3	that	that	PRON
futech-481	292	4	rely	rely	VERB
futech-481	292	5	solely	solely	ADV
futech-481	292	6	on	on	ADP
futech-481	292	7	contact	contact	NOUN
futech-481	292	8	hours	hour	NOUN
futech-481	292	9	or	or	CCONJ
futech-481	292	10	face	face	VERB
futech-481	292	11	time	time	NOUN
futech-481	292	12	prove	prove	VERB
futech-481	292	13	inadequate	inadequate	ADJ
futech-481	292	14	for	for	ADP
futech-481	292	15	effective	effective	ADJ
futech-481	292	16	blendedlearning	blendedlearne	VERB
futech-481	292	17	assessment	assessment	NOUN
futech-481	292	18	.	.	PUNCT
futech-481	293	1	therefore	therefore	ADV
futech-481	293	2	,	,	PUNCT
futech-481	293	3	it	it	PRON
futech-481	293	4	is	be	AUX
futech-481	293	5	vital	vital	ADJ
futech-481	293	6	that	that	SCONJ
futech-481	293	7	multilevel	multilevel	PROPN
futech-481	293	8	systems	system	NOUN
futech-481	293	9	,	,	PUNCT
futech-481	293	10	including	include	VERB
futech-481	293	11	student	student	NOUN
futech-481	293	12	engagement	engagement	NOUN
futech-481	293	13	analytics	analytic	NOUN
futech-481	293	14	,	,	PUNCT
futech-481	293	15	achievement	achievement	NOUN
futech-481	293	16	of	of	ADP
futech-481	293	17	academic	academic	ADJ
futech-481	293	18	intentions	intention	NOUN
futech-481	293	19	,	,	PUNCT
futech-481	293	20	and	and	CCONJ
futech-481	293	21	student	student	NOUN
futech-481	293	22	satisfaction	satisfaction	NOUN
futech-481	293	23	levels	level	NOUN
futech-481	293	24	,	,	PUNCT
futech-481	293	25	become	become	VERB
futech-481	293	26	common	common	ADJ
futech-481	293	27	elements	element	NOUN
futech-481	293	28	of	of	ADP
futech-481	293	29	accreditation	accreditation	NOUN
futech-481	293	30	systems	system	NOUN
futech-481	293	31	and	and	CCONJ
futech-481	293	32	related	related	ADJ
futech-481	293	33	assessment	assessment	NOUN
futech-481	293	34	methodologies	methodology	NOUN
futech-481	293	35	[	[	X
futech-481	293	36	16	16	NUM
futech-481	293	37	]	]	PUNCT
futech-481	293	38	.	.	PUNCT
futech-481	294	1	the	the	DET
futech-481	294	2	strong	strong	ADJ
futech-481	294	3	impact	impact	NOUN
futech-481	294	4	of	of	ADP
futech-481	294	5	algorithmic	algorithmic	ADJ
futech-481	294	6	intervention	intervention	NOUN
futech-481	294	7	on	on	ADP
futech-481	294	8	students	student	NOUN
futech-481	294	9	who	who	PRON
futech-481	294	10	fall	fall	VERB
futech-481	294	11	behind	behind	ADV
futech-481	294	12	in	in	ADP
futech-481	294	13	their	their	PRON
futech-481	294	14	academic	academic	ADJ
futech-481	294	15	achievements	achievement	NOUN
futech-481	294	16	,	,	PUNCT
futech-481	294	17	with	with	ADP
futech-481	294	18	a	a	DET
futech-481	294	19	67	67	NUM
futech-481	294	20	%	%	NOUN
futech-481	294	21	lift	lift	NOUN
futech-481	294	22	,	,	PUNCT
futech-481	294	23	highlights	highlight	VERB
futech-481	294	24	a	a	DET
futech-481	294	25	strong	strong	ADJ
futech-481	294	26	potential	potential	NOUN
futech-481	294	27	for	for	ADP
futech-481	294	28	datainformed	datainformed	ADJ
futech-481	294	29	support	support	NOUN
futech-481	294	30	measures	measure	NOUN
futech-481	294	31	.	.	PUNCT
futech-481	295	1	policy	policy	NOUN
futech-481	295	2	for	for	ADP
futech-481	295	3	education	education	NOUN
futech-481	295	4	must	must	AUX
futech-481	295	5	require	require	VERB
futech-481	295	6	the	the	DET
futech-481	295	7	incorporation	incorporation	NOUN
futech-481	295	8	of	of	ADP
futech-481	295	9	early	early	ADJ
futech-481	295	10	warning	warning	NOUN
futech-481	295	11	systems	system	NOUN
futech-481	295	12	with	with	ADP
futech-481	295	13	necessary	necessary	ADJ
futech-481	295	14	protections	protection	NOUN
futech-481	295	15	for	for	ADP
futech-481	295	16	student	student	NOUN
futech-481	295	17	data	datum	NOUN
futech-481	295	18	.	.	PUNCT
futech-481	296	1	analysis	analysis	NOUN
futech-481	296	2	of	of	ADP
futech-481	296	3	global	global	ADJ
futech-481	296	4	emergency	emergency	NOUN
futech-481	296	5	remote	remote	ADJ
futech-481	296	6	instruction	instruction	NOUN
futech-481	296	7	planning	planning	NOUN
futech-481	296	8	approaches	approach	NOUN
futech-481	296	9	provides	provide	VERB
futech-481	296	10	insight	insight	NOUN
futech-481	296	11	into	into	ADP
futech-481	296	12	effective	effective	ADJ
futech-481	296	13	academic	academic	ADJ
futech-481	296	14	systems	system	NOUN
futech-481	296	15	with	with	ADP
futech-481	296	16	the	the	DET
futech-481	296	17	potential	potential	NOUN
futech-481	296	18	to	to	PART
futech-481	296	19	maintain	maintain	VERB
futech-481	296	20	quality	quality	NOUN
futech-481	296	21	in	in	ADP
futech-481	296	22	a	a	DET
futech-481	296	23	variety	variety	NOUN
futech-481	296	24	of	of	ADP
futech-481	296	25	delivery	delivery	NOUN
futech-481	296	26	formats	format	NOUN
futech-481	296	27	[	[	X
futech-481	296	28	17	17	NUM
futech-481	296	29	]	]	PUNCT
futech-481	296	30	.	.	PUNCT
futech-481	297	1	ongoing	ongoing	ADJ
futech-481	297	2	professional	professional	ADJ
futech-481	297	3	development	development	NOUN
futech-481	297	4	for	for	ADP
futech-481	297	5	educators	educator	NOUN
futech-481	297	6	in	in	ADP
futech-481	297	7	academic	academic	ADJ
futech-481	297	8	institutions	institution	NOUN
futech-481	297	9	requires	require	VERB
futech-481	297	10	perpetual	perpetual	ADJ
futech-481	297	11	improvements	improvement	NOUN
futech-481	297	12	,	,	PUNCT
futech-481	297	13	specifically	specifically	ADV
futech-481	297	14	due	due	ADJ
futech-481	297	15	to	to	ADP
futech-481	297	16	difficulties	difficulty	NOUN
futech-481	297	17	brought	bring	VERB
futech-481	297	18	forward	forward	ADV
futech-481	297	19	by	by	ADP
futech-481	297	20	blended	blended	ADJ
futech-481	297	21	learning	learn	VERB
futech-481	297	22	contexts	contexts	NOUN
futech-481	297	23	.	.	PUNCT
futech-481	298	1	policy	policy	NOUN
futech-481	298	2	guides	guide	NOUN
futech-481	298	3	must	must	AUX
futech-481	298	4	require	require	VERB
futech-481	298	5	continued	continued	ADJ
futech-481	298	6	training	training	NOUN
futech-481	298	7	that	that	PRON
futech-481	298	8	includes	include	VERB
futech-481	298	9	technological	technological	ADJ
futech-481	298	10	pedagogical	pedagogical	ADJ
futech-481	298	11	approaches	approach	NOUN
futech-481	298	12	,	,	PUNCT
futech-481	298	13	understanding	understanding	NOUN
futech-481	298	14	of	of	ADP
futech-481	298	15	learning	learn	VERB
futech-481	298	16	analytics	analytic	NOUN
futech-481	298	17	,	,	PUNCT
futech-481	298	18	and	and	CCONJ
futech-481	298	19	adaptive	adaptive	ADJ
futech-481	298	20	teaching	teaching	NOUN
futech-481	298	21	methodologies	methodology	NOUN
futech-481	298	22	.	.	PUNCT
futech-481	299	1	research	research	NOUN
futech-481	299	2	literature	literature	NOUN
futech-481	299	3	documenting	document	VERB
futech-481	299	4	changes	change	NOUN
futech-481	299	5	for	for	ADP
futech-481	299	6	higher	high	ADJ
futech-481	299	7	education	education	NOUN
futech-481	299	8	based	base	VERB
futech-481	299	9	on	on	ADP
futech-481	299	10	contemporary	contemporary	ADJ
futech-481	299	11	disruptions	disruption	NOUN
futech-481	299	12	signals	signal	VERB
futech-481	299	13	that	that	SCONJ
futech-481	299	14	technological	technological	ADJ
futech-481	299	15	incorporation	incorporation	NOUN
futech-481	299	16	forms	form	NOUN
futech-481	299	17	more	more	ADJ
futech-481	299	18	than	than	ADP
futech-481	299	19	a	a	DET
futech-481	299	20	fleeting	fleeting	ADJ
futech-481	299	21	trend	trend	NOUN
futech-481	299	22	;	;	PUNCT
futech-481	299	23	it	it	PRON
futech-481	299	24	forms	form	VERB
futech-481	299	25	a	a	DET
futech-481	299	26	paradigmatic	paradigmatic	ADJ
futech-481	299	27	change	change	NOUN
futech-481	299	28	in	in	ADP
futech-481	299	29	teaching	teaching	NOUN
futech-481	299	30	delivery	delivery	NOUN
futech-481	299	31	formats	format	NOUN
futech-481	299	32	[	[	X
futech-481	299	33	18	18	NUM
futech-481	299	34	]	]	PUNCT
futech-481	299	35	.	.	PUNCT
futech-481	300	1	their	their	PRON
futech-481	300	2	policy	policy	NOUN
futech-481	300	3	impacts	impact	NOUN
futech-481	300	4	extend	extend	VERB
futech-481	300	5	beyond	beyond	ADP
futech-481	300	6	a	a	DET
futech-481	300	7	single	single	ADJ
futech-481	300	8	college	college	NOUN
futech-481	300	9	campus	campus	NOUN
futech-481	300	10	boundary	boundary	NOUN
futech-481	300	11	to	to	PART
futech-481	300	12	reach	reach	VERB
futech-481	300	13	broader	broad	ADJ
futech-481	300	14	educational	educational	ADJ
futech-481	300	15	environments	environment	NOUN
futech-481	300	16	.	.	PUNCT
futech-481	301	1	collaboration	collaboration	NOUN
futech-481	301	2	between	between	ADP
futech-481	301	3	academic	academic	ADJ
futech-481	301	4	institutions	institution	NOUN
futech-481	301	5	,	,	PUNCT
futech-481	301	6	technology	technology	NOUN
futech-481	301	7	providers	provider	NOUN
futech-481	301	8	,	,	PUNCT
futech-481	301	9	and	and	CCONJ
futech-481	301	10	policymakers	policymaker	NOUN
futech-481	301	11	plays	play	VERB
futech-481	301	12	a	a	DET
futech-481	301	13	significant	significant	ADJ
futech-481	301	14	role	role	NOUN
futech-481	301	15	in	in	ADP
futech-481	301	16	the	the	DET
futech-481	301	17	development	development	NOUN
futech-481	301	18	of	of	ADP
futech-481	301	19	sustainable	sustainable	ADJ
futech-481	301	20	blended	blended	ADJ
futech-481	301	21	environments	environment	NOUN
futech-481	301	22	that	that	PRON
futech-481	301	23	support	support	VERB
futech-481	301	24	a	a	DET
futech-481	301	25	variety	variety	NOUN
futech-481	301	26	of	of	ADP
futech-481	301	27	student	student	NOUN
futech-481	301	28	demographics	demographic	NOUN
futech-481	301	29	while	while	SCONJ
futech-481	301	30	being	be	AUX
futech-481	301	31	cognizant	cognizant	ADJ
futech-481	301	32	of	of	ADP
futech-481	301	33	maintaining	maintain	VERB
futech-481	301	34	academic	academic	ADJ
futech-481	301	35	integrity	integrity	NOUN
futech-481	301	36	with	with	ADP
futech-481	301	37	equitable	equitable	ADJ
futech-481	301	38	access	access	NOUN
futech-481	301	39	to	to	ADP
futech-481	301	40	quality	quality	NOUN
futech-481	301	41	education	education	NOUN
futech-481	301	42	.	.	PUNCT
futech-481	302	1	6	6	X
futech-481	302	2	.	.	X
futech-481	302	3	conclusion	conclusion	NOUN
futech-481	302	4	this	this	DET
futech-481	302	5	study	study	NOUN
futech-481	302	6	acknowledges	acknowledge	VERB
futech-481	302	7	the	the	DET
futech-481	302	8	limitation	limitation	NOUN
futech-481	302	9	of	of	ADP
futech-481	302	10	lacking	lack	VERB
futech-481	302	11	a	a	DET
futech-481	302	12	concurrent	concurrent	ADJ
futech-481	302	13	control	control	NOUN
futech-481	302	14	group	group	NOUN
futech-481	302	15	to	to	PART
futech-481	302	16	isolate	isolate	VERB
futech-481	302	17	ai	ai	ADJ
futech-481	302	18	-	-	PUNCT
futech-481	302	19	specific	specific	ADJ
futech-481	302	20	effects	effect	NOUN
futech-481	302	21	.	.	PUNCT
futech-481	303	1	while	while	SCONJ
futech-481	303	2	historical	historical	ADJ
futech-481	303	3	cohort	cohort	NOUN
futech-481	303	4	comparisons	comparison	NOUN
futech-481	303	5	provide	provide	VERB
futech-481	303	6	baseline	baseline	NOUN
futech-481	303	7	references	reference	NOUN
futech-481	303	8	,	,	PUNCT
futech-481	303	9	future	future	ADJ
futech-481	303	10	research	research	NOUN
futech-481	303	11	should	should	AUX
futech-481	303	12	employ	employ	VERB
futech-481	303	13	randomized	randomize	VERB
futech-481	303	14	controlled	control	VERB
futech-481	303	15	trials	trial	NOUN
futech-481	303	16	comparing	compare	VERB
futech-481	303	17	ai	ai	NOUN
futech-481	303	18	-	-	PUNCT
futech-481	303	19	enhanced	enhance	VERB
futech-481	303	20	blended	blended	ADJ
futech-481	303	21	learning	learning	NOUN
futech-481	303	22	with	with	ADP
futech-481	303	23	traditional	traditional	ADJ
futech-481	303	24	blended	blended	ADJ
futech-481	303	25	approaches	approach	NOUN
futech-481	303	26	and	and	CCONJ
futech-481	303	27	random	random	ADJ
futech-481	303	28	recommendation	recommendation	NOUN
futech-481	303	29	systems	system	NOUN
futech-481	303	30	to	to	PART
futech-481	303	31	rigorously	rigorously	ADV
futech-481	303	32	quantify	quantify	VERB
futech-481	303	33	the	the	DET
futech-481	303	34	added	add	VERB
futech-481	303	35	value	value	NOUN
futech-481	303	36	of	of	ADP
futech-481	303	37	ai	ai	PROPN
futech-481	303	38	analytics	analytic	NOUN
futech-481	303	39	.	.	PUNCT
futech-481	304	1	this	this	DET
futech-481	304	2	research	research	NOUN
futech-481	304	3	has	have	AUX
futech-481	304	4	successfully	successfully	ADV
futech-481	304	5	developed	develop	VERB
futech-481	304	6	and	and	CCONJ
futech-481	304	7	validated	validate	VERB
futech-481	305	1	an	an	DET
futech-481	305	2	f.	f.	PROPN
futech-481	305	3	zhang	zhang	PROPN
futech-481	305	4	et	et	PROPN
futech-481	305	5	al	al	PROPN
futech-481	305	6	.	.	PROPN
futech-481	305	7	/future	/future	PUNCT
futech-481	305	8	technology	technology	PROPN
futech-481	305	9	november	november	PROPN
futech-481	305	10	2025|	2025|	NUM
futech-481	305	11	volume	volume	NOUN
futech-481	305	12	04	04	NUM
futech-481	306	1	|	|	ADV
futech-481	306	2	issue	issue	VERB
futech-481	306	3	04	04	NUM
futech-481	307	1	|	|	CCONJ
futech-481	307	2	pages	page	VERB
futech-481	307	3	173	173	NUM
futech-481	307	4	-	-	SYM
futech-481	307	5	184	184	NUM
futech-481	307	6	183	183	NUM
futech-481	307	7	empirical	empirical	ADJ
futech-481	307	8	framework	framework	NOUN
futech-481	307	9	for	for	ADP
futech-481	307	10	optimizing	optimize	VERB
futech-481	307	11	blended	blended	ADJ
futech-481	307	12	learning	learn	VERB
futech-481	307	13	through	through	ADP
futech-481	307	14	ai	ai	ADJ
futech-481	307	15	-	-	PUNCT
futech-481	307	16	powered	power	VERB
futech-481	307	17	analytics	analytic	NOUN
futech-481	307	18	in	in	ADP
futech-481	307	19	digital	digital	ADJ
futech-481	307	20	education	education	NOUN
futech-481	307	21	platforms	platform	NOUN
futech-481	307	22	.	.	PUNCT
futech-481	308	1	the	the	DET
futech-481	308	2	comprehensive	comprehensive	ADJ
futech-481	308	3	investigation	investigation	NOUN
futech-481	308	4	of	of	ADP
futech-481	308	5	250	250	NUM
futech-481	308	6	business	business	NOUN
futech-481	308	7	education	education	NOUN
futech-481	308	8	students	student	NOUN
futech-481	308	9	revealed	reveal	VERB
futech-481	308	10	significant	significant	ADJ
futech-481	308	11	improvements	improvement	NOUN
futech-481	308	12	in	in	ADP
futech-481	308	13	learning	learn	VERB
futech-481	308	14	outcomes	outcome	NOUN
futech-481	308	15	,	,	PUNCT
futech-481	308	16	with	with	ADP
futech-481	308	17	a	a	DET
futech-481	308	18	9.3	9.3	NUM
futech-481	308	19	percentage	percentage	NOUN
futech-481	308	20	point	point	NOUN
futech-481	308	21	increase	increase	NOUN
futech-481	308	22	in	in	ADP
futech-481	308	23	academic	academic	ADJ
futech-481	308	24	performance	performance	NOUN
futech-481	308	25	and	and	CCONJ
futech-481	308	26	substantial	substantial	ADJ
futech-481	308	27	gains	gain	NOUN
futech-481	308	28	in	in	ADP
futech-481	308	29	critical	critical	ADJ
futech-481	308	30	thinking	thinking	NOUN
futech-481	308	31	(	(	PUNCT
futech-481	308	32	24.3	24.3	NUM
futech-481	308	33	%	%	NOUN
futech-481	308	34	)	)	PUNCT
futech-481	308	35	,	,	PUNCT
futech-481	308	36	collaborative	collaborative	ADJ
futech-481	308	37	skills	skill	NOUN
futech-481	308	38	(	(	PUNCT
futech-481	308	39	31.2	31.2	NUM
futech-481	308	40	%	%	NOUN
futech-481	308	41	)	)	PUNCT
futech-481	308	42	,	,	PUNCT
futech-481	308	43	and	and	CCONJ
futech-481	308	44	digital	digital	ADJ
futech-481	308	45	literacy	literacy	NOUN
futech-481	308	46	(	(	PUNCT
futech-481	308	47	28.7	28.7	NUM
futech-481	308	48	%	%	NOUN
futech-481	308	49	)	)	PUNCT
futech-481	308	50	.	.	PUNCT
futech-481	309	1	the	the	DET
futech-481	309	2	study	study	NOUN
futech-481	309	3	's	's	PART
futech-481	309	4	primary	primary	ADJ
futech-481	309	5	contribution	contribution	NOUN
futech-481	309	6	lies	lie	VERB
futech-481	309	7	in	in	ADP
futech-481	309	8	identifying	identify	VERB
futech-481	309	9	the	the	DET
futech-481	309	10	critical	critical	ADJ
futech-481	309	11	success	success	NOUN
futech-481	309	12	factors	factor	NOUN
futech-481	309	13	for	for	ADP
futech-481	309	14	blended	blended	ADJ
futech-481	309	15	learning	learning	NOUN
futech-481	309	16	environments	environment	NOUN
futech-481	309	17	.	.	PUNCT
futech-481	310	1	platform	platform	NOUN
futech-481	310	2	engagement	engagement	NOUN
futech-481	310	3	frequency	frequency	NOUN
futech-481	310	4	,	,	PUNCT
futech-481	310	5	assignment	assignment	NOUN
futech-481	310	6	completion	completion	NOUN
futech-481	310	7	timeliness	timeliness	NOUN
futech-481	310	8	,	,	PUNCT
futech-481	310	9	and	and	CCONJ
futech-481	310	10	discussion	discussion	NOUN
futech-481	310	11	forum	forum	NOUN
futech-481	310	12	participation	participation	NOUN
futech-481	310	13	emerged	emerge	VERB
futech-481	310	14	as	as	ADP
futech-481	310	15	key	key	ADJ
futech-481	310	16	predictors	predictor	NOUN
futech-481	310	17	,	,	PUNCT
futech-481	310	18	collectively	collectively	ADV
futech-481	310	19	explaining	explain	VERB
futech-481	310	20	58.4	58.4	NUM
futech-481	310	21	%	%	NOUN
futech-481	310	22	of	of	ADP
futech-481	310	23	the	the	DET
futech-481	310	24	variance	variance	NOUN
futech-481	310	25	in	in	ADP
futech-481	310	26	learning	learn	VERB
futech-481	310	27	outcomes	outcome	NOUN
futech-481	310	28	.	.	PUNCT
futech-481	311	1	the	the	DET
futech-481	311	2	machine	machine	NOUN
futech-481	311	3	learning	learn	VERB
futech-481	311	4	algorithms	algorithm	NOUN
futech-481	311	5	achieved	achieve	VERB
futech-481	311	6	83.7	83.7	NUM
futech-481	311	7	%	%	NOUN
futech-481	311	8	accuracy	accuracy	NOUN
futech-481	311	9	in	in	ADP
futech-481	311	10	early	early	ADJ
futech-481	311	11	identification	identification	NOUN
futech-481	311	12	of	of	ADP
futech-481	311	13	at	at	ADP
futech-481	311	14	-	-	PUNCT
futech-481	311	15	risk	risk	NOUN
futech-481	311	16	students	student	NOUN
futech-481	311	17	,	,	PUNCT
futech-481	311	18	enabling	enable	VERB
futech-481	311	19	timely	timely	ADJ
futech-481	311	20	interventions	intervention	NOUN
futech-481	311	21	that	that	PRON
futech-481	311	22	improved	improve	VERB
futech-481	311	23	outcomes	outcome	NOUN
futech-481	311	24	by	by	ADP
futech-481	311	25	67	67	NUM
futech-481	311	26	%	%	NOUN
futech-481	311	27	.	.	PUNCT
futech-481	312	1	three	three	NUM
futech-481	312	2	distinct	distinct	ADJ
futech-481	312	3	learner	learner	NOUN
futech-481	312	4	profiles	profile	NOUN
futech-481	312	5	were	be	AUX
futech-481	312	6	identified	identify	VERB
futech-481	312	7	:	:	PUNCT
futech-481	312	8	consistent	consistent	ADJ
futech-481	312	9	engagers	engager	NOUN
futech-481	312	10	,	,	PUNCT
futech-481	312	11	strategic	strategic	ADJ
futech-481	312	12	users	user	NOUN
futech-481	312	13	,	,	PUNCT
futech-481	312	14	and	and	CCONJ
futech-481	312	15	minimal	minimal	ADJ
futech-481	312	16	participants	participant	NOUN
futech-481	312	17	,	,	PUNCT
futech-481	312	18	each	each	PRON
futech-481	312	19	requiring	require	VERB
futech-481	312	20	differentiated	differentiated	ADJ
futech-481	312	21	support	support	NOUN
futech-481	312	22	strategies	strategy	NOUN
futech-481	312	23	.	.	PUNCT
futech-481	313	1	the	the	DET
futech-481	313	2	temporal	temporal	ADJ
futech-481	313	3	analysis	analysis	NOUN
futech-481	313	4	revealed	reveal	VERB
futech-481	313	5	critical	critical	ADJ
futech-481	313	6	engagement	engagement	NOUN
futech-481	313	7	periods	period	NOUN
futech-481	313	8	during	during	ADP
futech-481	313	9	weeks	week	NOUN
futech-481	313	10	3	3	NUM
futech-481	313	11	-	-	SYM
futech-481	313	12	5	5	NUM
futech-481	313	13	and	and	CCONJ
futech-481	313	14	10	10	NUM
futech-481	313	15	-	-	SYM
futech-481	313	16	12	12	NUM
futech-481	313	17	,	,	PUNCT
futech-481	313	18	providing	provide	VERB
futech-481	313	19	actionable	actionable	ADJ
futech-481	313	20	insights	insight	NOUN
futech-481	313	21	for	for	ADP
futech-481	313	22	instructional	instructional	ADJ
futech-481	313	23	design	design	NOUN
futech-481	313	24	and	and	CCONJ
futech-481	313	25	intervention	intervention	NOUN
futech-481	313	26	timing	timing	NOUN
futech-481	313	27	.	.	PUNCT
futech-481	314	1	the	the	DET
futech-481	314	2	research	research	NOUN
futech-481	314	3	advances	advance	VERB
futech-481	314	4	theoretical	theoretical	ADJ
futech-481	314	5	understanding	understanding	NOUN
futech-481	314	6	by	by	ADP
futech-481	314	7	integrating	integrate	VERB
futech-481	314	8	constructivist	constructivist	NOUN
futech-481	314	9	learning	learning	PROPN
futech-481	314	10	theory	theory	NOUN
futech-481	314	11	,	,	PUNCT
futech-481	314	12	technology	technology	NOUN
futech-481	314	13	acceptance	acceptance	NOUN
futech-481	314	14	models	model	NOUN
futech-481	314	15	,	,	PUNCT
futech-481	314	16	and	and	CCONJ
futech-481	314	17	self	self	NOUN
futech-481	314	18	-	-	PUNCT
futech-481	314	19	regulated	regulate	VERB
futech-481	314	20	learning	learning	NOUN
futech-481	314	21	frameworks	framework	NOUN
futech-481	314	22	within	within	ADP
futech-481	314	23	the	the	DET
futech-481	314	24	context	context	NOUN
futech-481	314	25	of	of	ADP
futech-481	314	26	ai	ai	VERB
futech-481	314	27	-	-	PUNCT
futech-481	314	28	enhanced	enhance	VERB
futech-481	314	29	education	education	NOUN
futech-481	314	30	.	.	PUNCT
futech-481	315	1	practical	practical	ADJ
futech-481	315	2	implications	implication	NOUN
futech-481	315	3	include	include	VERB
futech-481	315	4	specific	specific	ADJ
futech-481	315	5	platform	platform	NOUN
futech-481	315	6	optimization	optimization	NOUN
futech-481	315	7	strategies	strategy	NOUN
futech-481	315	8	,	,	PUNCT
futech-481	315	9	evidence	evidence	NOUN
futech-481	315	10	-	-	PUNCT
futech-481	315	11	based	base	VERB
futech-481	315	12	instructional	instructional	ADJ
futech-481	315	13	design	design	NOUN
futech-481	315	14	principles	principle	NOUN
futech-481	315	15	,	,	PUNCT
futech-481	315	16	and	and	CCONJ
futech-481	315	17	policy	policy	NOUN
futech-481	315	18	recommendations	recommendation	NOUN
futech-481	315	19	for	for	ADP
futech-481	315	20	sustainable	sustainable	ADJ
futech-481	315	21	blended	blended	ADJ
futech-481	315	22	learning	learning	NOUN
futech-481	315	23	implementation	implementation	NOUN
futech-481	315	24	.	.	PUNCT
futech-481	316	1	future	future	ADJ
futech-481	316	2	research	research	NOUN
futech-481	316	3	should	should	AUX
futech-481	316	4	explore	explore	VERB
futech-481	316	5	longitudinal	longitudinal	ADJ
futech-481	316	6	impacts	impact	NOUN
futech-481	316	7	of	of	ADP
futech-481	316	8	ai	ai	VERB
futech-481	316	9	-	-	PUNCT
futech-481	316	10	enhanced	enhance	VERB
futech-481	316	11	blended	blended	ADJ
futech-481	316	12	learning	learning	NOUN
futech-481	316	13	,	,	PUNCT
futech-481	316	14	investigate	investigate	VERB
futech-481	316	15	cross	cross	ADJ
futech-481	316	16	-	-	ADJ
futech-481	316	17	cultural	cultural	ADJ
futech-481	316	18	variations	variation	NOUN
futech-481	316	19	in	in	ADP
futech-481	316	20	implementation	implementation	NOUN
futech-481	316	21	effectiveness	effectiveness	NOUN
futech-481	316	22	,	,	PUNCT
futech-481	316	23	and	and	CCONJ
futech-481	316	24	develop	develop	VERB
futech-481	316	25	more	more	ADV
futech-481	316	26	sophisticated	sophisticated	ADJ
futech-481	316	27	personalization	personalization	NOUN
futech-481	316	28	algorithms	algorithm	NOUN
futech-481	316	29	.	.	PUNCT
futech-481	317	1	as	as	SCONJ
futech-481	317	2	educational	educational	ADJ
futech-481	317	3	institutions	institution	NOUN
futech-481	317	4	continue	continue	VERB
futech-481	317	5	their	their	PRON
futech-481	317	6	digital	digital	ADJ
futech-481	317	7	transformation	transformation	NOUN
futech-481	317	8	journey	journey	NOUN
futech-481	317	9	,	,	PUNCT
futech-481	317	10	this	this	DET
futech-481	317	11	framework	framework	NOUN
futech-481	317	12	provides	provide	VERB
futech-481	317	13	a	a	DET
futech-481	317	14	roadmap	roadmap	NOUN
futech-481	317	15	for	for	ADP
futech-481	317	16	leveraging	leverage	VERB
futech-481	317	17	technology	technology	NOUN
futech-481	317	18	to	to	PART
futech-481	317	19	enhance	enhance	VERB
futech-481	317	20	learning	learn	VERB
futech-481	317	21	while	while	SCONJ
futech-481	317	22	maintaining	maintain	VERB
futech-481	317	23	pedagogical	pedagogical	ADJ
futech-481	317	24	integrity	integrity	NOUN
futech-481	317	25	and	and	CCONJ
futech-481	317	26	human	human	NOUN
futech-481	317	27	-	-	PUNCT
futech-481	317	28	centered	center	VERB
futech-481	317	29	educational	educational	ADJ
futech-481	317	30	values	value	NOUN
futech-481	317	31	.	.	PUNCT
futech-481	318	1	ethical	ethical	ADJ
futech-481	318	2	issue	issue	NOUN
futech-481	318	3	the	the	DET
futech-481	318	4	authors	author	NOUN
futech-481	318	5	are	be	AUX
futech-481	318	6	aware	aware	ADJ
futech-481	318	7	of	of	ADP
futech-481	318	8	and	and	CCONJ
futech-481	318	9	comply	comply	ADJ
futech-481	318	10	with	with	ADP
futech-481	318	11	best	good	ADJ
futech-481	318	12	practices	practice	NOUN
futech-481	318	13	in	in	ADP
futech-481	318	14	publication	publication	NOUN
futech-481	318	15	ethics	ethic	NOUN
futech-481	318	16	,	,	PUNCT
futech-481	318	17	specifically	specifically	ADV
futech-481	318	18	with	with	ADP
futech-481	318	19	regard	regard	NOUN
futech-481	318	20	to	to	ADP
futech-481	318	21	authorship	authorship	NOUN
futech-481	318	22	(	(	PUNCT
futech-481	318	23	avoidance	avoidance	NOUN
futech-481	318	24	of	of	ADP
futech-481	318	25	guest	guest	NOUN
futech-481	318	26	authorship	authorship	NOUN
futech-481	318	27	)	)	PUNCT
futech-481	318	28	,	,	PUNCT
futech-481	318	29	dual	dual	ADJ
futech-481	318	30	submission	submission	NOUN
futech-481	318	31	,	,	PUNCT
futech-481	318	32	manipulation	manipulation	NOUN
futech-481	318	33	of	of	ADP
futech-481	318	34	figures	figure	NOUN
futech-481	318	35	,	,	PUNCT
futech-481	318	36	competing	compete	VERB
futech-481	318	37	interests	interest	NOUN
futech-481	318	38	,	,	PUNCT
futech-481	318	39	and	and	CCONJ
futech-481	318	40	compliance	compliance	NOUN
futech-481	318	41	with	with	ADP
futech-481	318	42	policies	policy	NOUN
futech-481	318	43	on	on	ADP
futech-481	318	44	research	research	NOUN
futech-481	318	45	ethics	ethic	NOUN
futech-481	318	46	.	.	PUNCT
futech-481	319	1	the	the	DET
futech-481	319	2	authors	author	NOUN
futech-481	319	3	adhere	adhere	VERB
futech-481	319	4	to	to	ADP
futech-481	319	5	publication	publication	NOUN
futech-481	319	6	requirements	requirement	NOUN
futech-481	319	7	that	that	SCONJ
futech-481	319	8	the	the	DET
futech-481	319	9	submitted	submit	VERB
futech-481	319	10	work	work	NOUN
futech-481	319	11	is	be	AUX
futech-481	319	12	original	original	ADJ
futech-481	319	13	and	and	CCONJ
futech-481	319	14	has	have	AUX
futech-481	319	15	not	not	PART
futech-481	319	16	been	be	AUX
futech-481	319	17	published	publish	VERB
futech-481	319	18	elsewhere	elsewhere	ADV
futech-481	319	19	.	.	PUNCT
futech-481	320	1	data	datum	NOUN
futech-481	320	2	availability	availability	NOUN
futech-481	320	3	statement	statement	NOUN
futech-481	320	4	the	the	DET
futech-481	320	5	manuscript	manuscript	NOUN
futech-481	320	6	contains	contain	VERB
futech-481	320	7	all	all	DET
futech-481	320	8	the	the	DET
futech-481	320	9	data	datum	NOUN
futech-481	320	10	.	.	PUNCT
futech-481	321	1	however	however	ADV
futech-481	321	2	,	,	PUNCT
futech-481	321	3	more	more	ADJ
futech-481	321	4	data	datum	NOUN
futech-481	321	5	will	will	AUX
futech-481	321	6	be	be	AUX
futech-481	321	7	available	available	ADJ
futech-481	321	8	upon	upon	SCONJ
futech-481	321	9	request	request	NOUN
futech-481	321	10	from	from	ADP
futech-481	321	11	the	the	DET
futech-481	321	12	authors	author	NOUN
futech-481	321	13	.	.	PUNCT
futech-481	322	1	conflict	conflict	NOUN
futech-481	322	2	of	of	ADP
futech-481	322	3	interest	interest	NOUN
futech-481	322	4	the	the	DET
futech-481	322	5	authors	author	NOUN
futech-481	322	6	declare	declare	VERB
futech-481	322	7	no	no	DET
futech-481	322	8	potential	potential	ADJ
futech-481	322	9	conflict	conflict	NOUN
futech-481	322	10	of	of	ADP
futech-481	322	11	interest	interest	NOUN
futech-481	322	12	.	.	PUNCT
futech-481	323	1	references	reference	NOUN
futech-481	323	2	[	[	X
futech-481	323	3	1	1	NUM
futech-481	323	4	]	]	PUNCT
futech-481	323	5	hodges	hodge	NOUN
futech-481	323	6	,	,	PUNCT
futech-481	323	7	c.	c.	PROPN
futech-481	323	8	,	,	PUNCT
futech-481	323	9	et	et	PROPN
futech-481	323	10	al	al	PROPN
futech-481	323	11	.	.	PROPN
futech-481	323	12	,	,	PUNCT
futech-481	323	13	the	the	DET
futech-481	323	14	difference	difference	NOUN
futech-481	323	15	between	between	ADP
futech-481	323	16	emergency	emergency	NOUN
futech-481	323	17	remote	remote	ADJ
futech-481	323	18	teaching	teaching	NOUN
futech-481	323	19	and	and	CCONJ
futech-481	323	20	online	online	NOUN
futech-481	323	21	learning	learning	NOUN
futech-481	323	22	.	.	PUNCT
futech-481	324	1	educause	educause	PROPN
futech-481	324	2	review	review	PROPN
futech-481	324	3	,	,	PUNCT
futech-481	324	4	2020	2020	NUM
futech-481	324	5	.	.	PUNCT
futech-481	325	1	27(1	27(1	NUM
futech-481	325	2	):	):	PUNCT
futech-481	325	3	p.	p.	NOUN
futech-481	325	4	1	1	NUM
futech-481	325	5	-	-	SYM
futech-481	325	6	9	9	NUM
futech-481	325	7	.	.	PUNCT
futech-481	325	8	url	url	NOUN
futech-481	325	9	:	:	PUNCT
futech-481	325	10	https://er.educause.edu/articles/2020/3/thedifference-between-emergency-remote-teaching-andonline-learning	https://er.educause.edu/articles/2020/3/thedifference-between-emergency-remote-teaching-andonline-learne	VERB
futech-481	325	11	[	[	X
futech-481	325	12	2	2	NUM
futech-481	325	13	]	]	X
futech-481	325	14	mpungose	mpungose	ADJ
futech-481	325	15	,	,	PUNCT
futech-481	325	16	c.b	c.b	PROPN
futech-481	325	17	.	.	PROPN
futech-481	325	18	,	,	PUNCT
futech-481	325	19	emergent	emergent	ADJ
futech-481	325	20	transition	transition	NOUN
futech-481	325	21	from	from	ADP
futech-481	325	22	face	face	NOUN
futech-481	325	23	-	-	PUNCT
futech-481	325	24	to	to	ADP
futech-481	325	25	-	-	PUNCT
futech-481	325	26	face	face	NOUN
futech-481	325	27	to	to	ADP
futech-481	325	28	online	online	ADJ
futech-481	325	29	learning	learning	NOUN
futech-481	325	30	in	in	ADP
futech-481	325	31	a	a	DET
futech-481	325	32	south	south	ADJ
futech-481	325	33	african	african	ADJ
futech-481	325	34	university	university	NOUN
futech-481	325	35	in	in	ADP
futech-481	325	36	the	the	DET
futech-481	325	37	context	context	NOUN
futech-481	325	38	of	of	ADP
futech-481	325	39	the	the	DET
futech-481	325	40	coronavirus	coronavirus	NOUN
futech-481	325	41	pandemic	pandemic	ADJ
futech-481	325	42	.	.	PUNCT
futech-481	326	1	humanities	humanity	NOUN
futech-481	326	2	and	and	CCONJ
futech-481	326	3	social	social	ADJ
futech-481	326	4	sciences	science	NOUN
futech-481	326	5	communications	communication	NOUN
futech-481	326	6	,	,	PUNCT
futech-481	326	7	2020	2020	NUM
futech-481	326	8	.	.	PUNCT
futech-481	327	1	7(1	7(1	NUM
futech-481	327	2	):	):	PUNCT
futech-481	327	3	p.	p.	NOUN
futech-481	327	4	1	1	NUM
futech-481	327	5	-	-	SYM
futech-481	327	6	9	9	NUM
futech-481	327	7	.	.	PUNCT
futech-481	327	8	doi	doi	NOUN
futech-481	327	9	:	:	PUNCT
futech-481	327	10	10.1057	10.1057	NUM
futech-481	327	11	/	/	SYM
futech-481	327	12	s41599	s41599	NOUN
futech-481	327	13	-	-	PUNCT
futech-481	327	14	020	020	NUM
futech-481	327	15	-	-	PUNCT
futech-481	327	16	00603	00603	NUM
futech-481	327	17	-	-	SYM
futech-481	327	18	x	x	PUNCT
futech-481	328	1	[	[	X
futech-481	328	2	3	3	NUM
futech-481	328	3	]	]	X
futech-481	328	4	garcía	garcía	ADJ
futech-481	328	5	-	-	PUNCT
futech-481	328	6	morales	morale	NOUN
futech-481	328	7	,	,	PUNCT
futech-481	328	8	v.j	v.j	PROPN
futech-481	328	9	.	.	PROPN
futech-481	328	10	,	,	PUNCT
futech-481	328	11	a.	a.	PROPN
futech-481	328	12	garrido	garrido	PROPN
futech-481	328	13	-	-	PUNCT
futech-481	328	14	moreno	moreno	PROPN
futech-481	328	15	,	,	PUNCT
futech-481	328	16	and	and	CCONJ
futech-481	328	17	r.	r.	PROPN
futech-481	328	18	martínrojas	martínrojas	PROPN
futech-481	328	19	,	,	PUNCT
futech-481	328	20	the	the	DET
futech-481	328	21	transformation	transformation	NOUN
futech-481	328	22	of	of	ADP
futech-481	328	23	higher	high	ADJ
futech-481	328	24	education	education	NOUN
futech-481	328	25	after	after	ADP
futech-481	328	26	the	the	DET
futech-481	328	27	covid	covid	PROPN
futech-481	328	28	disruption	disruption	NOUN
futech-481	328	29	:	:	PUNCT
futech-481	328	30	emerging	emerge	VERB
futech-481	328	31	challenges	challenge	NOUN
futech-481	328	32	in	in	ADP
futech-481	328	33	an	an	DET
futech-481	328	34	online	online	ADJ
futech-481	328	35	learning	learn	VERB
futech-481	328	36	scenario	scenario	NOUN
futech-481	328	37	.	.	PUNCT
futech-481	329	1	frontiers	frontier	NOUN
futech-481	329	2	in	in	ADP
futech-481	329	3	psychology	psychology	NOUN
futech-481	329	4	,	,	PUNCT
futech-481	329	5	2021	2021	NUM
futech-481	329	6	.	.	PUNCT
futech-481	330	1	12	12	NUM
futech-481	330	2	:	:	PUNCT
futech-481	331	1	p.	p.	NOUN
futech-481	331	2	616059	616059	NUM
futech-481	331	3	.	.	PUNCT
futech-481	332	1	doi	doi	NOUN
futech-481	332	2	:	:	PUNCT
futech-481	332	3	10.3389	10.3389	NUM
futech-481	332	4	/	/	SYM
futech-481	332	5	fpsyg.2021.616059	fpsyg.2021.616059	NOUN
futech-481	332	6	[	[	X
futech-481	332	7	4	4	NUM
futech-481	332	8	]	]	X
futech-481	332	9	sharma	sharma	PROPN
futech-481	332	10	,	,	PUNCT
futech-481	332	11	d.	d.	PROPN
futech-481	332	12	,	,	PUNCT
futech-481	332	13	et	et	PROPN
futech-481	332	14	al	al	PROPN
futech-481	332	15	.	.	PROPN
futech-481	332	16	,	,	PUNCT
futech-481	332	17	a	a	DET
futech-481	332	18	study	study	NOUN
futech-481	332	19	on	on	ADP
futech-481	332	20	the	the	DET
futech-481	332	21	online	online	ADJ
futech-481	332	22	-	-	PUNCT
futech-481	332	23	offline	offline	ADJ
futech-481	332	24	and	and	CCONJ
futech-481	332	25	blended	blend	VERB
futech-481	332	26	learning	learning	NOUN
futech-481	332	27	methods	method	NOUN
futech-481	332	28	.	.	PUNCT
futech-481	333	1	journal	journal	NOUN
futech-481	333	2	of	of	ADP
futech-481	333	3	the	the	DET
futech-481	333	4	institution	institution	NOUN
futech-481	333	5	of	of	ADP
futech-481	333	6	engineers	engineer	NOUN
futech-481	333	7	(	(	PUNCT
futech-481	333	8	india	india	PROPN
futech-481	333	9	):	):	PUNCT
futech-481	333	10	series	series	PROPN
futech-481	333	11	b	b	PROPN
futech-481	333	12	,	,	PUNCT
futech-481	333	13	2022	2022	NUM
futech-481	333	14	.	.	PUNCT
futech-481	334	1	103(4	103(4	NUM
futech-481	334	2	):	):	PUNCT
futech-481	334	3	p.	p.	NOUN
futech-481	334	4	13731382	13731382	NUM
futech-481	334	5	.	.	PUNCT
futech-481	335	1	doi	doi	NOUN
futech-481	335	2	:	:	PUNCT
futech-481	335	3	10.1007	10.1007	NUM
futech-481	335	4	/	/	SYM
futech-481	335	5	s40031	s40031	NOUN
futech-481	335	6	-	-	PUNCT
futech-481	335	7	022	022	NUM
futech-481	335	8	-	-	PUNCT
futech-481	335	9	00766	00766	NUM
futech-481	335	10	-	-	PUNCT
futech-481	335	11	y	y	NOUN
futech-481	336	1	[	[	X
futech-481	336	2	5	5	NUM
futech-481	336	3	]	]	X
futech-481	336	4	liu	liu	PROPN
futech-481	336	5	,	,	PUNCT
futech-481	336	6	h.	h.	PROPN
futech-481	336	7	,	,	PUNCT
futech-481	336	8	et	et	PROPN
futech-481	336	9	al	al	PROPN
futech-481	336	10	.	.	PROPN
futech-481	336	11	,	,	PUNCT
futech-481	336	12	development	development	NOUN
futech-481	336	13	and	and	CCONJ
futech-481	336	14	students	student	NOUN
futech-481	336	15	’	'	PUNCT
futech-481	336	16	evaluation	evaluation	NOUN
futech-481	336	17	of	of	ADP
futech-481	336	18	a	a	DET
futech-481	336	19	blended	blended	ADJ
futech-481	336	20	online	online	ADJ
futech-481	336	21	and	and	CCONJ
futech-481	336	22	offline	offline	ADJ
futech-481	336	23	pedagogy	pedagogy	NOUN
futech-481	336	24	for	for	ADP
futech-481	336	25	physical	physical	ADJ
futech-481	336	26	education	education	NOUN
futech-481	336	27	theory	theory	NOUN
futech-481	336	28	curriculum	curriculum	NOUN
futech-481	336	29	in	in	ADP
futech-481	336	30	china	china	PROPN
futech-481	336	31	during	during	ADP
futech-481	336	32	the	the	DET
futech-481	336	33	covid-19	covid-19	PROPN
futech-481	336	34	pandemic	pandemic	NOUN
futech-481	336	35	.	.	PUNCT
futech-481	337	1	educational	educational	ADJ
futech-481	337	2	technology	technology	NOUN
futech-481	337	3	research	research	NOUN
futech-481	337	4	and	and	CCONJ
futech-481	337	5	development	development	NOUN
futech-481	337	6	,	,	PUNCT
futech-481	337	7	2022	2022	NUM
futech-481	337	8	.	.	PUNCT
futech-481	338	1	70(6	70(6	VERB
futech-481	338	2	):	):	PUNCT
futech-481	338	3	p.	p.	NOUN
futech-481	338	4	2235	2235	NUM
futech-481	338	5	-	-	SYM
futech-481	338	6	2254	2254	NUM
futech-481	338	7	.	.	PUNCT
futech-481	339	1	doi	doi	NOUN
futech-481	339	2	:	:	PUNCT
futech-481	339	3	10.1007	10.1007	NUM
futech-481	339	4	/	/	SYM
futech-481	339	5	s11423	s11423	NOUN
futech-481	339	6	-	-	PUNCT
futech-481	339	7	022	022	NUM
futech-481	339	8	-	-	PUNCT
futech-481	339	9	10131	10131	NUM
futech-481	339	10	-	-	PUNCT
futech-481	339	11	x	x	PUNCT
futech-481	340	1	[	[	X
futech-481	340	2	6	6	NUM
futech-481	340	3	]	]	X
futech-481	340	4	müller	müller	PROPN
futech-481	340	5	,	,	PUNCT
futech-481	340	6	c.	c.	PROPN
futech-481	340	7	and	and	CCONJ
futech-481	340	8	t.	t.	PROPN
futech-481	340	9	mildenberger	mildenberger	NOUN
futech-481	340	10	,	,	PUNCT
futech-481	340	11	facilitating	facilitate	VERB
futech-481	340	12	flexible	flexible	ADJ
futech-481	340	13	learning	learning	NOUN
futech-481	340	14	by	by	ADP
futech-481	340	15	replacing	replace	VERB
futech-481	340	16	classroom	classroom	NOUN
futech-481	340	17	time	time	NOUN
futech-481	340	18	with	with	ADP
futech-481	340	19	an	an	DET
futech-481	340	20	online	online	ADJ
futech-481	340	21	learning	learn	VERB
futech-481	340	22	environment	environment	NOUN
futech-481	340	23	:	:	PUNCT
futech-481	340	24	a	a	DET
futech-481	340	25	systematic	systematic	ADJ
futech-481	340	26	review	review	NOUN
futech-481	340	27	of	of	ADP
futech-481	340	28	blended	blended	ADJ
futech-481	340	29	learning	learning	NOUN
futech-481	340	30	in	in	ADP
futech-481	340	31	higher	high	ADJ
futech-481	340	32	education	education	NOUN
futech-481	340	33	.	.	PUNCT
futech-481	341	1	educational	educational	ADJ
futech-481	341	2	research	research	PROPN
futech-481	341	3	review	review	PROPN
futech-481	341	4	,	,	PUNCT
futech-481	341	5	2021	2021	NUM
futech-481	341	6	.	.	PUNCT
futech-481	342	1	34	34	NUM
futech-481	342	2	:	:	PUNCT
futech-481	342	3	p.	p.	NOUN
futech-481	342	4	100394	100394	NUM
futech-481	342	5	.	.	PUNCT
futech-481	343	1	doi	doi	NOUN
futech-481	343	2	:	:	PUNCT
futech-481	343	3	10.1016	10.1016	NUM
futech-481	343	4	/	/	SYM
futech-481	343	5	j.edurev.2021.100394	j.edurev.2021.100394	NOUN
futech-481	344	1	[	[	X
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futech-481	344	3	]	]	X
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futech-481	344	5	-	-	PROPN
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futech-481	344	9	,	,	PUNCT
futech-481	344	10	et	et	PROPN
futech-481	344	11	al	al	PROPN
futech-481	344	12	.	.	PROPN
futech-481	344	13	,	,	PUNCT
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futech-481	344	15	e	e	NOUN
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futech-481	344	17	learning	learning	ADJ
futech-481	344	18	systems	system	NOUN
futech-481	344	19	success	success	NOUN
futech-481	344	20	:	:	PUNCT
futech-481	344	21	an	an	DET
futech-481	344	22	empirical	empirical	ADJ
futech-481	344	23	study	study	NOUN
futech-481	344	24	.	.	PUNCT
futech-481	345	1	computers	computer	NOUN
futech-481	345	2	in	in	ADP
futech-481	345	3	human	human	ADJ
futech-481	345	4	behavior	behavior	NOUN
futech-481	345	5	,	,	PUNCT
futech-481	345	6	2020	2020	NUM
futech-481	345	7	.	.	PUNCT
futech-481	346	1	102	102	NUM
futech-481	346	2	:	:	PUNCT
futech-481	347	1	p.	p.	NOUN
futech-481	347	2	67	67	NUM
futech-481	347	3	-	-	SYM
futech-481	347	4	86	86	NUM
futech-481	347	5	.	.	PUNCT
futech-481	348	1	doi	doi	NOUN
futech-481	348	2	:	:	PUNCT
futech-481	348	3	10.1016	10.1016	NUM
futech-481	348	4	/	/	SYM
futech-481	348	5	j.chb.2019.08.004	j.chb.2019.08.004	VERB
futech-481	348	6	[	[	X
futech-481	348	7	8	8	NUM
futech-481	348	8	]	]	X
futech-481	348	9	turnbull	turnbull	PROPN
futech-481	348	10	,	,	PUNCT
futech-481	348	11	d.	d.	PROPN
futech-481	348	12	,	,	PUNCT
futech-481	348	13	r.	r.	PROPN
futech-481	348	14	chugh	chugh	NOUN
futech-481	348	15	,	,	PUNCT
futech-481	348	16	and	and	CCONJ
futech-481	348	17	j.	j.	PROPN
futech-481	348	18	luck	luck	PROPN
futech-481	348	19	,	,	PUNCT
futech-481	348	20	learning	learn	VERB
futech-481	348	21	management	management	NOUN
futech-481	348	22	systems	system	NOUN
futech-481	348	23	:	:	PUNCT
futech-481	348	24	a	a	DET
futech-481	348	25	review	review	NOUN
futech-481	348	26	of	of	ADP
futech-481	348	27	the	the	DET
futech-481	348	28	research	research	NOUN
futech-481	348	29	methodology	methodology	NOUN
futech-481	348	30	literature	literature	NOUN
futech-481	348	31	in	in	ADP
futech-481	348	32	australia	australia	PROPN
futech-481	348	33	and	and	CCONJ
futech-481	348	34	china	china	PROPN
futech-481	348	35	.	.	PUNCT
futech-481	349	1	international	international	ADJ
futech-481	349	2	journal	journal	PROPN
futech-481	349	3	of	of	ADP
futech-481	349	4	research	research	NOUN
futech-481	349	5	&	&	CCONJ
futech-481	349	6	method	method	NOUN
futech-481	349	7	in	in	ADP
futech-481	349	8	education	education	NOUN
futech-481	349	9	,	,	PUNCT
futech-481	349	10	2021	2021	NUM
futech-481	349	11	.	.	PUNCT
futech-481	350	1	44(2	44(2	NOUN
futech-481	350	2	):	):	PUNCT
futech-481	351	1	p.	p.	NOUN
futech-481	351	2	164	164	NUM
futech-481	351	3	-	-	SYM
futech-481	351	4	178	178	NUM
futech-481	351	5	.	.	PUNCT
futech-481	352	1	doi	doi	NOUN
futech-481	352	2	:	:	PUNCT
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futech-481	353	1	[	[	X
futech-481	353	2	9	9	NUM
futech-481	353	3	]	]	SYM
futech-481	353	4	chen	chen	PROPN
futech-481	353	5	,	,	PUNCT
futech-481	353	6	l.	l.	PROPN
futech-481	353	7	,	,	PUNCT
futech-481	353	8	p.	p.	PROPN
futech-481	353	9	chen	chen	PROPN
futech-481	353	10	,	,	PUNCT
futech-481	353	11	and	and	CCONJ
futech-481	353	12	z.	z.	PROPN
futech-481	353	13	lin	lin	PROPN
futech-481	353	14	,	,	PUNCT
futech-481	353	15	artificial	artificial	ADJ
futech-481	353	16	intelligence	intelligence	NOUN
futech-481	353	17	in	in	ADP
futech-481	353	18	education	education	NOUN
futech-481	353	19	:	:	PUNCT
futech-481	353	20	a	a	DET
futech-481	353	21	review	review	NOUN
futech-481	353	22	.	.	PUNCT
futech-481	354	1	ieee	ieee	NOUN
futech-481	354	2	access	access	NOUN
futech-481	354	3	,	,	PUNCT
futech-481	354	4	2020	2020	NUM
futech-481	354	5	.	.	PUNCT
futech-481	355	1	8	8	NUM
futech-481	355	2	:	:	PUNCT
futech-481	355	3	p.	p.	NOUN
futech-481	355	4	7526475278	7526475278	NUM
futech-481	355	5	.	.	PUNCT
futech-481	356	1	doi	doi	NOUN
futech-481	356	2	:	:	PUNCT
futech-481	356	3	10.1109	10.1109	NUM
futech-481	356	4	/	/	SYM
futech-481	356	5	access.2020.2988510	access.2020.2988510	PRON
futech-481	356	6	[	[	X
futech-481	356	7	10	10	NUM
futech-481	356	8	]	]	SYM
futech-481	356	9	ouyang	ouyang	PROPN
futech-481	356	10	,	,	PUNCT
futech-481	356	11	f.	f.	PROPN
futech-481	356	12	and	and	CCONJ
futech-481	356	13	p.	p.	PROPN
futech-481	356	14	jiao	jiao	PROPN
futech-481	356	15	,	,	PUNCT
futech-481	356	16	artificial	artificial	ADJ
futech-481	356	17	intelligence	intelligence	NOUN
futech-481	356	18	in	in	ADP
futech-481	356	19	education	education	NOUN
futech-481	356	20	:	:	PUNCT
futech-481	356	21	the	the	DET
futech-481	356	22	three	three	NUM
futech-481	356	23	paradigms	paradigm	NOUN
futech-481	356	24	.	.	PUNCT
futech-481	357	1	computers	computer	NOUN
futech-481	357	2	and	and	CCONJ
futech-481	357	3	education	education	NOUN
futech-481	357	4	:	:	PUNCT
futech-481	357	5	artificial	artificial	ADJ
futech-481	357	6	intelligence	intelligence	NOUN
futech-481	357	7	,	,	PUNCT
futech-481	357	8	2021	2021	NUM
futech-481	357	9	.	.	PUNCT
futech-481	358	1	2	2	NUM
futech-481	358	2	:	:	PUNCT
futech-481	358	3	p.	p.	NOUN
futech-481	358	4	100020	100020	NUM
futech-481	358	5	.	.	PUNCT
futech-481	359	1	doi	doi	NOUN
futech-481	359	2	:	:	PUNCT
futech-481	359	3	10.1016	10.1016	NUM
futech-481	359	4	/	/	SYM
futech-481	359	5	j.caeai.2021.100020	j.caeai.2021.100020	PROPN
futech-481	360	1	[	[	X
futech-481	360	2	11	11	NUM
futech-481	360	3	]	]	X
futech-481	360	4	chen	chen	PROPN
futech-481	360	5	,	,	PUNCT
futech-481	360	6	x.	x.	PROPN
futech-481	360	7	,	,	PUNCT
futech-481	360	8	et	et	PROPN
futech-481	360	9	al	al	PROPN
futech-481	360	10	.	.	PROPN
futech-481	360	11	,	,	PUNCT
futech-481	360	12	application	application	NOUN
futech-481	360	13	and	and	CCONJ
futech-481	360	14	theory	theory	NOUN
futech-481	360	15	gaps	gap	NOUN
futech-481	360	16	during	during	ADP
futech-481	360	17	the	the	DET
futech-481	360	18	rise	rise	NOUN
futech-481	360	19	of	of	ADP
futech-481	360	20	artificial	artificial	ADJ
futech-481	360	21	intelligence	intelligence	NOUN
futech-481	360	22	in	in	ADP
futech-481	360	23	education	education	NOUN
futech-481	360	24	.	.	PUNCT
futech-481	361	1	computers	computer	NOUN
futech-481	361	2	and	and	CCONJ
futech-481	361	3	education	education	NOUN
futech-481	361	4	:	:	PUNCT
futech-481	361	5	artificial	artificial	ADJ
futech-481	361	6	intelligence	intelligence	NOUN
futech-481	361	7	,	,	PUNCT
futech-481	361	8	2020	2020	NUM
futech-481	361	9	.	.	PUNCT
futech-481	362	1	1	1	NUM
futech-481	362	2	:	:	PUNCT
futech-481	362	3	p.	p.	NOUN
futech-481	362	4	100002	100002	NUM
futech-481	362	5	.	.	PUNCT
futech-481	363	1	doi	doi	NOUN
futech-481	363	2	:	:	PUNCT
futech-481	363	3	10.1016	10.1016	NUM
futech-481	363	4	/	/	SYM
futech-481	363	5	j.caeai.2020.100002	j.caeai.2020.100002	NOUN
futech-481	364	1	[	[	X
futech-481	364	2	12	12	NUM
futech-481	364	3	]	]	X
futech-481	364	4	holmes	holme	NOUN
futech-481	364	5	,	,	PUNCT
futech-481	364	6	w.	w.	PROPN
futech-481	364	7	,	,	PUNCT
futech-481	364	8	et	et	PROPN
futech-481	364	9	al	al	PROPN
futech-481	364	10	.	.	PROPN
futech-481	364	11	,	,	PUNCT
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futech-481	364	13	of	of	ADP
futech-481	364	14	ai	ai	NOUN
futech-481	364	15	in	in	ADP
futech-481	364	16	education	education	NOUN
futech-481	364	17	:	:	PUNCT
futech-481	364	18	towards	towards	ADP
futech-481	364	19	a	a	DET
futech-481	364	20	community	community	NOUN
futech-481	364	21	-	-	PUNCT
futech-481	364	22	wide	wide	ADJ
futech-481	364	23	framework	framework	NOUN
futech-481	364	24	.	.	PUNCT
futech-481	365	1	international	international	ADJ
futech-481	365	2	journal	journal	PROPN
futech-481	365	3	of	of	ADP
futech-481	365	4	artificial	artificial	ADJ
futech-481	365	5	intelligence	intelligence	NOUN
futech-481	365	6	in	in	ADP
futech-481	365	7	education	education	NOUN
futech-481	365	8	,	,	PUNCT
futech-481	365	9	2022	2022	NUM
futech-481	365	10	.	.	PUNCT
futech-481	366	1	32(3	32(3	NUM
futech-481	366	2	):	):	PUNCT
futech-481	366	3	p.	p.	NOUN
futech-481	366	4	504526	504526	NUM
futech-481	366	5	.	.	PUNCT
futech-481	367	1	doi	doi	NOUN
futech-481	367	2	:	:	PUNCT
futech-481	367	3	10.1007	10.1007	NUM
futech-481	367	4	/	/	SYM
futech-481	367	5	s40593	s40593	NOUN
futech-481	367	6	-	-	PUNCT
futech-481	367	7	021	021	NUM
futech-481	367	8	-	-	PUNCT
futech-481	367	9	00239	00239	NUM
futech-481	367	10	-	-	SYM
futech-481	367	11	1	1	NUM
futech-481	367	12	[	[	SYM
futech-481	367	13	13	13	NUM
futech-481	367	14	]	]	PUNCT
futech-481	367	15	ifenthaler	ifenthaler	NOUN
futech-481	367	16	,	,	PUNCT
futech-481	367	17	d.	d.	PROPN
futech-481	367	18	and	and	CCONJ
futech-481	367	19	j.y.-k	j.y.-k	PROPN
futech-481	367	20	.	.	PUNCT
futech-481	368	1	yau	yau	PROPN
futech-481	368	2	,	,	PUNCT
futech-481	368	3	utilising	utilise	VERB
futech-481	368	4	learning	learn	VERB
futech-481	368	5	analytics	analytic	NOUN
futech-481	368	6	to	to	PART
futech-481	368	7	support	support	VERB
futech-481	368	8	study	study	NOUN
futech-481	368	9	success	success	NOUN
futech-481	368	10	in	in	ADP
futech-481	368	11	higher	high	ADJ
futech-481	368	12	education	education	NOUN
futech-481	368	13	:	:	PUNCT
futech-481	368	14	a	a	DET
futech-481	368	15	systematic	systematic	ADJ
futech-481	368	16	review	review	NOUN
futech-481	368	17	.	.	PUNCT
futech-481	369	1	educational	educational	ADJ
futech-481	369	2	technology	technology	NOUN
futech-481	369	3	research	research	NOUN
futech-481	369	4	and	and	CCONJ
futech-481	369	5	development	development	NOUN
futech-481	369	6	,	,	PUNCT
futech-481	369	7	2020	2020	NUM
futech-481	369	8	.	.	PUNCT
futech-481	370	1	68(4	68(4	NUM
futech-481	370	2	):	):	PUNCT
futech-481	370	3	p.	p.	NOUN
futech-481	370	4	1961	1961	NUM
futech-481	370	5	-	-	SYM
futech-481	370	6	1990	1990	NUM
futech-481	370	7	.	.	PUNCT
futech-481	371	1	doi	doi	NOUN
futech-481	371	2	:	:	PUNCT
futech-481	371	3	10.1007	10.1007	NUM
futech-481	371	4	/	/	SYM
futech-481	371	5	s11423	s11423	NOUN
futech-481	371	6	-	-	PUNCT
futech-481	371	7	020	020	NUM
futech-481	371	8	-	-	PUNCT
futech-481	371	9	09788	09788	NUM
futech-481	371	10	-	-	PUNCT
futech-481	371	11	z	z	NOUN
futech-481	372	1	[	[	X
futech-481	372	2	14	14	NUM
futech-481	372	3	]	]	SYM
futech-481	372	4	namoun	namoun	NOUN
futech-481	372	5	,	,	PUNCT
futech-481	372	6	a.	a.	NOUN
futech-481	372	7	and	and	CCONJ
futech-481	372	8	a.	a.	PROPN
futech-481	372	9	alshanqiti	alshanqiti	PROPN
futech-481	372	10	,	,	PUNCT
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futech-481	372	12	student	student	NOUN
futech-481	372	13	performance	performance	NOUN
futech-481	372	14	using	use	VERB
futech-481	372	15	data	datum	NOUN
futech-481	372	16	mining	mining	NOUN
futech-481	372	17	and	and	CCONJ
futech-481	372	18	learning	learn	VERB
futech-481	372	19	analytics	analytic	NOUN
futech-481	372	20	techniques	technique	NOUN
futech-481	372	21	:	:	PUNCT
futech-481	372	22	a	a	DET
futech-481	372	23	systematic	systematic	ADJ
futech-481	372	24	literature	literature	PROPN
futech-481	372	25	review	review	PROPN
futech-481	372	26	.	.	PUNCT
futech-481	373	1	applied	apply	VERB
futech-481	373	2	sciences	science	NOUN
futech-481	373	3	,	,	PUNCT
futech-481	373	4	2020	2020	NUM
futech-481	373	5	.	.	PUNCT
futech-481	374	1	11(1	11(1	NUM
futech-481	374	2	):	):	PUNCT
futech-481	374	3	p.	p.	NOUN
futech-481	374	4	237	237	NUM
futech-481	374	5	.	.	PUNCT
futech-481	375	1	doi	doi	NOUN
futech-481	375	2	:	:	PUNCT
futech-481	375	3	10.3390	10.3390	NUM
futech-481	375	4	/	/	SYM
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futech-481	376	1	[	[	X
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futech-481	376	3	]	]	X
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futech-481	376	5	,	,	PUNCT
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futech-481	376	7	,	,	PUNCT
futech-481	376	8	et	et	PROPN
futech-481	376	9	al	al	PROPN
futech-481	376	10	.	.	PROPN
futech-481	376	11	,	,	PUNCT
futech-481	376	12	a	a	DET
futech-481	376	13	comparative	comparative	ADJ
futech-481	376	14	study	study	NOUN
futech-481	376	15	on	on	ADP
futech-481	376	16	effectiveness	effectiveness	NOUN
futech-481	376	17	of	of	ADP
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futech-481	376	19	and	and	CCONJ
futech-481	376	20	offline	offline	ADJ
futech-481	376	21	learning	learn	VERB
futech-481	376	22	in	in	ADP
futech-481	376	23	higher	high	ADJ
futech-481	376	24	education	education	NOUN
futech-481	376	25	.	.	PUNCT
futech-481	377	1	international	international	ADJ
futech-481	377	2	journal	journal	PROPN
futech-481	377	3	of	of	ADP
futech-481	377	4	tourism	tourism	NOUN
futech-481	377	5	and	and	CCONJ
futech-481	377	6	hospitality	hospitality	NOUN
futech-481	377	7	in	in	ADP
futech-481	377	8	asia	asia	PROPN
futech-481	377	9	pasific	pasific	NOUN
futech-481	377	10	,	,	PUNCT
futech-481	377	11	2021	2021	NUM
futech-481	377	12	.	.	PUNCT
futech-481	378	1	4(3	4(3	NUM
futech-481	378	2	):	):	PUNCT
futech-481	379	1	p.	p.	NOUN
futech-481	379	2	102	102	NUM
futech-481	379	3	-	-	SYM
futech-481	379	4	114	114	NUM
futech-481	379	5	.	.	PUNCT
futech-481	380	1	doi	doi	NOUN
futech-481	380	2	:	:	PUNCT
futech-481	380	3	https://doi.org/10.32535/ijthap.v4i3.1212	https://doi.org/10.32535/ijthap.v4i3.1212	PROPN
futech-481	380	4	f.	f.	PROPN
futech-481	380	5	zhang	zhang	PROPN
futech-481	380	6	et	et	PROPN
futech-481	380	7	al	al	PROPN
futech-481	380	8	.	.	PROPN
futech-481	380	9	/future	/future	PUNCT
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futech-481	380	12	2025|	2025|	NUM
futech-481	380	13	volume	volume	NOUN
futech-481	380	14	04	04	NUM
futech-481	381	1	|	|	ADV
futech-481	381	2	issue	issue	VERB
futech-481	381	3	04	04	NUM
futech-481	382	1	|	|	CCONJ
futech-481	382	2	pages	page	VERB
futech-481	382	3	173	173	NUM
futech-481	382	4	-	-	SYM
futech-481	382	5	184	184	NUM
futech-481	382	6	184	184	NUM
futech-481	382	7	[	[	X
futech-481	382	8	16	16	NUM
futech-481	382	9	]	]	PUNCT
futech-481	382	10	ashraf	ashraf	NOUN
futech-481	382	11	,	,	PUNCT
futech-481	382	12	m.a	m.a	PROPN
futech-481	382	13	.	.	PROPN
futech-481	382	14	,	,	PUNCT
futech-481	382	15	et	et	PROPN
futech-481	382	16	al	al	PROPN
futech-481	382	17	.	.	PROPN
futech-481	382	18	,	,	PUNCT
futech-481	382	19	a	a	DET
futech-481	382	20	systematic	systematic	ADJ
futech-481	382	21	review	review	NOUN
futech-481	382	22	of	of	ADP
futech-481	382	23	systematic	systematic	ADJ
futech-481	382	24	reviews	review	NOUN
futech-481	382	25	on	on	ADP
futech-481	382	26	blended	blended	ADJ
futech-481	382	27	learning	learning	NOUN
futech-481	382	28	:	:	PUNCT
futech-481	382	29	trends	trend	NOUN
futech-481	382	30	,	,	PUNCT
futech-481	382	31	gaps	gap	NOUN
futech-481	382	32	and	and	CCONJ
futech-481	382	33	future	future	ADJ
futech-481	382	34	directions	direction	NOUN
futech-481	382	35	.	.	PUNCT
futech-481	383	1	psychology	psychology	NOUN
futech-481	383	2	research	research	NOUN
futech-481	383	3	and	and	CCONJ
futech-481	383	4	behavior	behavior	NOUN
futech-481	383	5	management	management	NOUN
futech-481	383	6	,	,	PUNCT
futech-481	383	7	2021	2021	NUM
futech-481	383	8	:	:	PUNCT
futech-481	384	1	p.	p.	NOUN
futech-481	384	2	1525	1525	NUM
futech-481	384	3	-	-	SYM
futech-481	384	4	1541	1541	NUM
futech-481	384	5	.	.	PUNCT
futech-481	385	1	doi	doi	NOUN
futech-481	385	2	:	:	PUNCT
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futech-481	385	4	/	/	SYM
futech-481	385	5	prbm.s331741	prbm.s331741	NOUN
futech-481	385	6	[	[	X
futech-481	385	7	17	17	NUM
futech-481	385	8	]	]	PUNCT
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futech-481	385	10	,	,	PUNCT
futech-481	385	11	m.	m.	NOUN
futech-481	385	12	,	,	PUNCT
futech-481	385	13	et	et	PROPN
futech-481	385	14	al	al	PROPN
futech-481	385	15	.	.	PROPN
futech-481	385	16	,	,	PUNCT
futech-481	385	17	emergency	emergency	NOUN
futech-481	385	18	remote	remote	ADJ
futech-481	385	19	teaching	teaching	NOUN
futech-481	385	20	in	in	ADP
futech-481	385	21	higher	high	ADJ
futech-481	385	22	education	education	NOUN
futech-481	385	23	:	:	PUNCT
futech-481	385	24	mapping	map	VERB
futech-481	385	25	the	the	DET
futech-481	385	26	first	first	ADJ
futech-481	385	27	global	global	ADJ
futech-481	385	28	online	online	ADJ
futech-481	385	29	semester	semester	NOUN
futech-481	385	30	(	(	PUNCT
futech-481	385	31	pre	pre	NOUN
futech-481	385	32	-	-	NOUN
futech-481	385	33	print	print	NOUN
futech-481	385	34	)	)	PUNCT
futech-481	385	35	.	.	PUNCT
futech-481	386	1	2021	2021	NUM
futech-481	386	2	.	.	PUNCT
futech-481	387	1	doi	doi	NOUN
futech-481	387	2	:	:	PUNCT
futech-481	387	3	10.1186	10.1186	NUM
futech-481	387	4	/	/	SYM
futech-481	387	5	s41239	s41239	PROPN
futech-481	387	6	-	-	PUNCT
futech-481	387	7	021	021	NUM
futech-481	387	8	-	-	PUNCT
futech-481	387	9	00282	00282	NUM
futech-481	387	10	-	-	PUNCT
futech-481	387	11	x	x	PUNCT
futech-481	388	1	[	[	X
futech-481	388	2	18	18	NUM
futech-481	388	3	]	]	PUNCT
futech-481	388	4	adedoyin	adedoyin	NOUN
futech-481	388	5	,	,	PUNCT
futech-481	388	6	o.b	o.b	PROPN
futech-481	388	7	.	.	PROPN
futech-481	388	8	and	and	CCONJ
futech-481	388	9	e.	e.	PROPN
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futech-481	388	11	,	,	PUNCT
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futech-481	388	14	and	and	CCONJ
futech-481	388	15	online	online	ADJ
futech-481	388	16	learning	learning	NOUN
futech-481	388	17	:	:	PUNCT
futech-481	388	18	the	the	DET
futech-481	388	19	challenges	challenge	NOUN
futech-481	388	20	and	and	CCONJ
futech-481	388	21	opportunities	opportunity	NOUN
futech-481	388	22	.	.	PUNCT
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futech-481	389	2	learning	learning	NOUN
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futech-481	389	4	,	,	PUNCT
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futech-481	389	6	.	.	PUNCT
futech-481	390	1	31(2	31(2	NUM
futech-481	390	2	):	):	PUNCT
futech-481	390	3	p.	p.	NOUN
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futech-481	390	5	-	-	SYM
futech-481	390	6	875	875	NUM
futech-481	390	7	.	.	PUNCT
futech-481	391	1	doi	doi	NOUN
futech-481	391	2	:	:	PUNCT
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futech-481	391	4	[	[	SYM
futech-481	391	5	19	19	NUM
futech-481	391	6	]	]	X
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futech-481	391	8	,	,	PUNCT
futech-481	391	9	x.	x.	PROPN
futech-481	391	10	,	,	PUNCT
futech-481	391	11	et	et	PROPN
futech-481	391	12	al	al	PROPN
futech-481	391	13	.	.	PROPN
futech-481	391	14	,	,	PUNCT
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futech-481	391	16	transformation	transformation	NOUN
futech-481	391	17	of	of	ADP
futech-481	391	18	education	education	NOUN
futech-481	391	19	:	:	PUNCT
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futech-481	391	21	of	of	ADP
futech-481	391	22	a	a	DET
futech-481	391	23	“	"	PUNCT
futech-481	391	24	project	project	NOUN
futech-481	391	25	-	-	PUNCT
futech-481	391	26	based	base	VERB
futech-481	391	27	teaching	teaching	NOUN
futech-481	391	28	”	"	PUNCT
futech-481	391	29	service	service	NOUN
futech-481	391	30	platform	platform	NOUN
futech-481	391	31	to	to	PART
futech-481	391	32	promote	promote	VERB
futech-481	391	33	the	the	DET
futech-481	391	34	integration	integration	NOUN
futech-481	391	35	of	of	ADP
futech-481	391	36	production	production	NOUN
futech-481	391	37	and	and	CCONJ
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futech-481	391	39	.	.	PUNCT
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futech-481	392	2	,	,	PUNCT
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futech-481	392	4	.	.	PUNCT
futech-481	393	1	15(16	15(16	NUM
futech-481	393	2	):	):	PUNCT
futech-481	393	3	p.	p.	NOUN
futech-481	393	4	12658	12658	NUM
futech-481	393	5	.	.	PUNCT
futech-481	394	1	doi	doi	NOUN
futech-481	394	2	:	:	PUNCT
futech-481	394	3	10.3390	10.3390	NUM
futech-481	394	4	/	/	SYM
futech-481	394	5	su151612658	su151612658	NOUN
futech-481	395	1	[	[	X
futech-481	395	2	20	20	NUM
futech-481	395	3	]	]	PUNCT
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futech-481	395	5	,	,	PUNCT
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futech-481	395	7	and	and	CCONJ
futech-481	395	8	a.e	a.e	PROPN
futech-481	395	9	.	.	PROPN
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futech-481	395	11	,	,	PUNCT
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futech-481	395	13	design	design	NOUN
futech-481	395	14	principles	principle	NOUN
futech-481	395	15	for	for	ADP
futech-481	395	16	sustainability	sustainability	NOUN
futech-481	395	17	-	-	PUNCT
futech-481	395	18	oriented	orient	VERB
futech-481	395	19	blended	blended	ADJ
futech-481	395	20	learning	learning	NOUN
futech-481	395	21	in	in	ADP
futech-481	395	22	higher	high	ADJ
futech-481	395	23	education	education	NOUN
futech-481	395	24	.	.	PUNCT
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futech-481	396	2	,	,	PUNCT
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futech-481	396	4	.	.	PUNCT
futech-481	397	1	15(10	15(10	NUM
futech-481	397	2	):	):	PUNCT
futech-481	397	3	p.	p.	NOUN
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futech-481	397	5	.	.	PUNCT
futech-481	398	1	doi	doi	NOUN
futech-481	398	2	:	:	PUNCT
futech-481	398	3	10.3390	10.3390	NUM
futech-481	398	4	/	/	SYM
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futech-481	399	1	[	[	X
futech-481	399	2	21	21	NUM
futech-481	399	3	]	]	SYM
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futech-481	399	5	,	,	PUNCT
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futech-481	399	7	,	,	PUNCT
futech-481	399	8	et	et	PROPN
futech-481	399	9	al	al	PROPN
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futech-481	399	11	,	,	PUNCT
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futech-481	399	15	:	:	PUNCT
futech-481	399	16	a	a	DET
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futech-481	399	18	review	review	NOUN
futech-481	399	19	of	of	ADP
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futech-481	399	21	,	,	PUNCT
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futech-481	399	23	,	,	PUNCT
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futech-481	399	27	.	.	PUNCT
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futech-481	400	4	,	,	PUNCT
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futech-481	400	6	.	.	PUNCT
futech-481	401	1	29(1	29(1	NUM
futech-481	401	2	):	):	PUNCT
futech-481	402	1	p.	p.	NOUN
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futech-481	402	3	-	-	SYM
futech-481	402	4	163	163	NUM
futech-481	402	5	.	.	PUNCT
futech-481	403	1	doi	doi	NOUN
futech-481	403	2	:	:	PUNCT
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futech-481	403	4	[	[	SYM
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futech-481	403	8	,	,	PUNCT
futech-481	403	9	x.	x.	PROPN
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futech-481	403	14	and	and	CCONJ
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futech-481	403	22	for	for	ADP
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futech-481	403	24	-	-	NOUN
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futech-481	403	26	based	base	VERB
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futech-481	403	29	graph	graph	NOUN
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futech-481	403	33	network	network	NOUN
futech-481	403	34	.	.	PUNCT
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futech-481	404	2	journal	journal	PROPN
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futech-481	404	6	and	and	CCONJ
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futech-481	404	9	,	,	PUNCT
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futech-481	404	11	.	.	PUNCT
futech-481	405	1	33(01	33(01	NUM
futech-481	405	2	):	):	PUNCT
futech-481	405	3	p.	p.	NOUN
futech-481	405	4	109	109	NUM
futech-481	405	5	-	-	SYM
futech-481	405	6	131	131	NUM
futech-481	405	7	.	.	PUNCT
futech-481	406	1	doi	doi	NOUN
futech-481	406	2	:	:	PUNCT
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futech-481	406	4	/	/	SYM
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futech-481	407	2	[	[	X
futech-481	407	3	23	23	NUM
futech-481	407	4	]	]	X
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futech-481	407	6	,	,	PUNCT
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futech-481	407	8	.	.	PROPN
futech-481	407	9	,	,	PUNCT
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futech-481	407	11	acceptance	acceptance	NOUN
futech-481	407	12	model	model	NOUN
futech-481	407	13	:	:	PUNCT
futech-481	407	14	history	history	NOUN
futech-481	407	15	,	,	PUNCT
futech-481	407	16	theory	theory	NOUN
futech-481	407	17	,	,	PUNCT
futech-481	407	18	and	and	CCONJ
futech-481	407	19	application	application	NOUN
futech-481	407	20	,	,	PUNCT
futech-481	407	21	in	in	ADP
futech-481	407	22	conducting	conduct	VERB
futech-481	407	23	technology	technology	NOUN
futech-481	407	24	acceptance	acceptance	NOUN
futech-481	407	25	research	research	NOUN
futech-481	407	26	in	in	ADP
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futech-481	407	28	:	:	PUNCT
futech-481	407	29	theory	theory	NOUN
futech-481	407	30	,	,	PUNCT
futech-481	407	31	models	model	NOUN
futech-481	407	32	,	,	PUNCT
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futech-481	407	34	,	,	PUNCT
futech-481	407	35	and	and	CCONJ
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futech-481	408	2	,	,	PUNCT
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futech-481	408	4	.	.	PUNCT
futech-481	409	1	p.	p.	NOUN
futech-481	409	2	57	57	NUM
futech-481	409	3	-	-	SYM
futech-481	409	4	91	91	NUM
futech-481	409	5	.	.	PUNCT
futech-481	410	1	doi	doi	NOUN
futech-481	410	2	:	:	PUNCT
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futech-481	410	4	-	-	SYM
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futech-481	410	6	-	-	PUNCT
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futech-481	410	8	-	-	PUNCT
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futech-481	410	10	-	-	SYM
futech-481	410	11	4_4	4_4	NUM
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futech-481	410	14	is	be	AUX
futech-481	410	15	an	an	DET
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futech-481	410	17	-	-	PUNCT
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futech-481	410	22	the	the	DET
futech-481	410	23	terms	term	NOUN
futech-481	410	24	and	and	CCONJ
futech-481	410	25	conditions	condition	NOUN
futech-481	410	26	of	of	ADP
futech-481	410	27	the	the	DET
futech-481	410	28	creative	creative	ADJ
futech-481	410	29	commons	common	NOUN
futech-481	410	30	attribution	attribution	NOUN
futech-481	410	31	(	(	PUNCT
futech-481	410	32	cc	cc	NOUN
futech-481	410	33	by	by	ADP
futech-481	410	34	)	)	PUNCT
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futech-481	410	36	(	(	PUNCT
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futech-481	410	38	)	)	PUNCT
futech-481	410	39	.	.	PUNCT
futech-481	411	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN