id	sid	tid	token	lemma	pos
futech-484	1	1	j.	j.	PROPN
futech-484	1	2	zhai	zhai	PROPN
futech-484	1	3	et	et	PROPN
futech-484	1	4	al	al	PROPN
futech-484	1	5	.	.	PROPN
futech-484	1	6	/future	/future	PUNCT
futech-484	1	7	technology	technology	PROPN
futech-484	1	8	november	november	PROPN
futech-484	1	9	2025|	2025|	NUM
futech-484	1	10	volume	volume	NOUN
futech-484	1	11	04	04	NUM
futech-484	2	1	|	|	ADV
futech-484	2	2	issue	issue	VERB
futech-484	2	3	04	04	NUM
futech-484	3	1	|	|	CCONJ
futech-484	3	2	pages	page	VERB
futech-484	3	3	205	205	NUM
futech-484	3	4	-	-	SYM
futech-484	3	5	215	215	NUM
futech-484	3	6	205	205	NUM
futech-484	3	7	article	article	NOUN
futech-484	3	8	research	research	NOUN
futech-484	3	9	on	on	ADP
futech-484	3	10	intelligent	intelligent	ADJ
futech-484	3	11	regulation	regulation	NOUN
futech-484	3	12	mechanisms	mechanism	NOUN
futech-484	3	13	of	of	ADP
futech-484	3	14	learner	learner	NOUN
futech-484	3	15	cognitive	cognitive	ADJ
futech-484	3	16	load	load	NOUN
futech-484	3	17	in	in	ADP
futech-484	3	18	digital	digital	ADJ
futech-484	3	19	learning	learning	NOUN
futech-484	3	20	environments	environment	NOUN
futech-484	3	21	jianxu	jianxu	PROPN
futech-484	3	22	zhai	zhai	PROPN
futech-484	3	23	*	*	PROPN
futech-484	3	24	,	,	PUNCT
futech-484	3	25	i	i	PRON
futech-484	3	26	gusti	gusti	PROPN
futech-484	3	27	putu	putu	PROPN
futech-484	3	28	sudiarta	sudiarta	PROPN
futech-484	3	29	,	,	PUNCT
futech-484	3	30	made	make	VERB
futech-484	3	31	hery	hery	ADJ
futech-484	3	32	santosa	santosa	NOUN
futech-484	3	33	,	,	PUNCT
futech-484	3	34	i	i	PRON
futech-484	3	35	wayan	wayan	PROPN
futech-484	3	36	puja	puja	PROPN
futech-484	3	37	astawa	astawa	PROPN
futech-484	3	38	universitas	universita	NOUN
futech-484	3	39	pendidikan	pendidikan	PROPN
futech-484	3	40	ganesha	ganesha	PROPN
futech-484	3	41	,	,	PUNCT
futech-484	3	42	jl	jl	PROPN
futech-484	3	43	.	.	PUNCT
futech-484	4	1	udayana	udayana	PROPN
futech-484	4	2	no.11	no.11	PROPN
futech-484	4	3	,	,	PUNCT
futech-484	4	4	banjar	banjar	PROPN
futech-484	4	5	tegal	tegal	PROPN
futech-484	4	6	,	,	PUNCT
futech-484	4	7	singaraja	singaraja	PROPN
futech-484	4	8	,	,	PUNCT
futech-484	4	9	kabupaten	kabupaten	PROPN
futech-484	4	10	buleleng	buleleng	PROPN
futech-484	4	11	,	,	PUNCT
futech-484	4	12	bali	bali	PROPN
futech-484	4	13	81116	81116	NUM
futech-484	4	14	,	,	PUNCT
futech-484	4	15	indonesia	indonesia	PROPN
futech-484	4	16	a	a	DET
futech-484	4	17	r	r	NOUN
futech-484	4	18	t	t	NOUN
futech-484	5	1	i	i	PRON
futech-484	5	2	c	c	NOUN
futech-484	5	3	l	l	NOUN
futech-484	5	4	e	e	NOUN
futech-484	6	1	i	i	PRON
futech-484	6	2	n	n	VERB
futech-484	6	3	f	f	NOUN
futech-484	6	4	o	o	NOUN
futech-484	6	5	article	article	NOUN
futech-484	6	6	history	history	NOUN
futech-484	6	7	:	:	PUNCT
futech-484	6	8	received	receive	VERB
futech-484	6	9	30	30	NUM
futech-484	6	10	june	june	PROPN
futech-484	6	11	2025	2025	NUM
futech-484	6	12	received	receive	VERB
futech-484	6	13	in	in	ADP
futech-484	6	14	revised	revise	VERB
futech-484	6	15	form	form	NOUN
futech-484	6	16	08	08	NUM
futech-484	6	17	august	august	PROPN
futech-484	6	18	2025	2025	NUM
futech-484	6	19	accepted	accept	VERB
futech-484	6	20	23	23	NUM
futech-484	6	21	august	august	PROPN
futech-484	6	22	2025	2025	NUM
futech-484	6	23	keywords	keyword	NOUN
futech-484	6	24	:	:	PUNCT
futech-484	6	25	cognitive	cognitive	ADJ
futech-484	6	26	load	load	NOUN
futech-484	6	27	regulation	regulation	NOUN
futech-484	6	28	,	,	PUNCT
futech-484	6	29	intelligent	intelligent	ADJ
futech-484	6	30	tutoring	tutoring	NOUN
futech-484	6	31	systems	system	NOUN
futech-484	6	32	,	,	PUNCT
futech-484	6	33	adaptive	adaptive	ADJ
futech-484	6	34	learning	learning	NOUN
futech-484	6	35	technologies	technology	NOUN
futech-484	6	36	,	,	PUNCT
futech-484	6	37	digital	digital	ADJ
futech-484	6	38	learning	learning	NOUN
futech-484	6	39	environments	environment	NOUN
futech-484	6	40	*	*	PUNCT
futech-484	6	41	corresponding	correspond	VERB
futech-484	6	42	author	author	NOUN
futech-484	6	43	:	:	PUNCT
futech-484	6	44	email	email	NOUN
futech-484	6	45	address	address	NOUN
futech-484	6	46	:	:	PUNCT
futech-484	6	47	undiksha_jianxu@sina.com	undiksha_jianxu@sina.com	X
futech-484	6	48	doi	doi	PROPN
futech-484	6	49	:	:	PUNCT
futech-484	6	50	10.55670	10.55670	NUM
futech-484	6	51	/	/	SYM
futech-484	6	52	fpll.futech.4.4.17	fpll.futech.4.4.17	PROPN
futech-484	6	53	a	a	PRON
futech-484	6	54	b	b	PROPN
futech-484	6	55	s	s	ADP
futech-484	6	56	t	t	PROPN
futech-484	6	57	r	r	NOUN
futech-484	6	58	a	a	DET
futech-484	6	59	c	c	NOUN
futech-484	6	60	t	t	NOUN
futech-484	6	61	this	this	DET
futech-484	6	62	research	research	NOUN
futech-484	6	63	develops	develop	VERB
futech-484	6	64	an	an	DET
futech-484	6	65	intelligent	intelligent	ADJ
futech-484	6	66	cognitive	cognitive	ADJ
futech-484	6	67	load	load	NOUN
futech-484	6	68	regulation	regulation	NOUN
futech-484	6	69	framework	framework	NOUN
futech-484	6	70	for	for	ADP
futech-484	6	71	digital	digital	ADJ
futech-484	6	72	learning	learn	VERB
futech-484	6	73	environments	environment	NOUN
futech-484	6	74	in	in	ADP
futech-484	6	75	the	the	DET
futech-484	6	76	context	context	NOUN
futech-484	6	77	of	of	ADP
futech-484	6	78	educational	educational	ADJ
futech-484	6	79	policy	policy	NOUN
futech-484	6	80	reforms	reform	NOUN
futech-484	6	81	.	.	PUNCT
futech-484	7	1	after	after	SCONJ
futech-484	7	2	china	china	PROPN
futech-484	7	3	's	's	PART
futech-484	7	4	double	double	ADJ
futech-484	7	5	reduction	reduction	NOUN
futech-484	7	6	policy	policy	NOUN
futech-484	7	7	took	take	VERB
futech-484	7	8	effect	effect	NOUN
futech-484	7	9	,	,	PUNCT
futech-484	7	10	tutorial	tutorial	ADJ
futech-484	7	11	-	-	PUNCT
futech-484	7	12	concentrated	concentrate	VERB
futech-484	7	13	schooling	schooling	NOUN
futech-484	7	14	evolved	evolve	VERB
futech-484	7	15	into	into	ADP
futech-484	7	16	technology	technology	NOUN
futech-484	7	17	-	-	PUNCT
futech-484	7	18	facilitated	facilitate	VERB
futech-484	7	19	learning	learning	NOUN
futech-484	7	20	,	,	PUNCT
futech-484	7	21	putting	put	VERB
futech-484	7	22	unimaginable	unimaginable	ADJ
futech-484	7	23	cognitive	cognitive	ADJ
futech-484	7	24	burdens	burden	NOUN
futech-484	7	25	on	on	ADP
futech-484	7	26	students	student	NOUN
futech-484	7	27	.	.	PUNCT
futech-484	8	1	in	in	ADP
futech-484	8	2	response	response	NOUN
futech-484	8	3	,	,	PUNCT
futech-484	8	4	the	the	DET
futech-484	8	5	research	research	NOUN
futech-484	8	6	combines	combine	VERB
futech-484	8	7	cognitive	cognitive	ADJ
futech-484	8	8	load	load	NOUN
futech-484	8	9	theory	theory	NOUN
futech-484	8	10	with	with	ADP
futech-484	8	11	adaptive	adaptive	ADJ
futech-484	8	12	technologies	technology	NOUN
futech-484	8	13	to	to	PART
futech-484	8	14	resolve	resolve	VERB
futech-484	8	15	these	these	DET
futech-484	8	16	issues	issue	NOUN
futech-484	8	17	through	through	ADP
futech-484	8	18	real	real	ADJ
futech-484	8	19	-	-	PUNCT
futech-484	8	20	time	time	NOUN
futech-484	8	21	recognition	recognition	NOUN
futech-484	8	22	of	of	ADP
futech-484	8	23	cognitive	cognitive	ADJ
futech-484	8	24	states	state	NOUN
futech-484	8	25	and	and	CCONJ
futech-484	8	26	personalized	personalized	ADJ
futech-484	8	27	interventions	intervention	NOUN
futech-484	8	28	.	.	PUNCT
futech-484	9	1	based	base	VERB
futech-484	9	2	on	on	ADP
futech-484	9	3	the	the	DET
futech-484	9	4	mixed	mix	VERB
futech-484	9	5	-	-	PUNCT
futech-484	9	6	methods	method	NOUN
futech-484	9	7	design	design	NOUN
futech-484	9	8	with	with	ADP
futech-484	9	9	320	320	NUM
futech-484	9	10	dongcheng	dongcheng	NOUN
futech-484	9	11	district	district	NOUN
futech-484	9	12	students	student	NOUN
futech-484	9	13	,	,	PUNCT
futech-484	9	14	the	the	DET
futech-484	9	15	research	research	NOUN
futech-484	9	16	uses	use	VERB
futech-484	9	17	established	establish	VERB
futech-484	9	18	measures	measure	NOUN
futech-484	9	19	such	such	ADJ
futech-484	9	20	as	as	SCONJ
futech-484	9	21	nasa	nasa	PROPN
futech-484	9	22	-	-	PUNCT
futech-484	9	23	tlx	tlx	PROPN
futech-484	9	24	adapted	adapt	VERB
futech-484	9	25	to	to	ADP
futech-484	9	26	e	e	VERB
futech-484	9	27	-	-	ADJ
futech-484	9	28	learning	learn	VERB
futech-484	9	29	environments	environment	NOUN
futech-484	9	30	to	to	PART
futech-484	9	31	assess	assess	VERB
futech-484	9	32	multidimensional	multidimensional	ADJ
futech-484	9	33	patterns	pattern	NOUN
futech-484	9	34	of	of	ADP
futech-484	9	35	cognitive	cognitive	ADJ
futech-484	9	36	load	load	NOUN
futech-484	9	37	.	.	PUNCT
futech-484	10	1	the	the	DET
futech-484	10	2	smart	smart	ADJ
futech-484	10	3	regulation	regulation	NOUN
futech-484	10	4	system	system	NOUN
futech-484	10	5	shows	show	VERB
futech-484	10	6	significant	significant	ADJ
futech-484	10	7	efficacy	efficacy	NOUN
futech-484	10	8	with	with	ADP
futech-484	10	9	lower	low	ADJ
futech-484	10	10	socioeconomic	socioeconomic	ADJ
futech-484	10	11	students	student	NOUN
futech-484	10	12	posting	post	VERB
futech-484	10	13	15.3	15.3	NUM
futech-484	10	14	-	-	PUNCT
futech-484	10	15	point	point	NOUN
futech-484	10	16	improvements	improvement	NOUN
futech-484	10	17	in	in	ADP
futech-484	10	18	academic	academic	ADJ
futech-484	10	19	scores	score	NOUN
futech-484	10	20	,	,	PUNCT
futech-484	10	21	task	task	NOUN
futech-484	10	22	accomplishment	accomplishment	NOUN
futech-484	10	23	rates	rate	NOUN
futech-484	10	24	enhanced	enhance	VERB
futech-484	10	25	by	by	ADP
futech-484	10	26	32	32	NUM
futech-484	10	27	%	%	NOUN
futech-484	10	28	,	,	PUNCT
futech-484	10	29	and	and	CCONJ
futech-484	10	30	the	the	DET
futech-484	10	31	level	level	NOUN
futech-484	10	32	of	of	ADP
futech-484	10	33	cognitive	cognitive	ADJ
futech-484	10	34	loads	load	NOUN
futech-484	10	35	decreased	decrease	VERB
futech-484	10	36	by	by	ADP
futech-484	10	37	23.1	23.1	NUM
futech-484	10	38	%	%	NOUN
futech-484	10	39	on	on	ADP
futech-484	10	40	average	average	ADJ
futech-484	10	41	across	across	ADP
futech-484	10	42	various	various	ADJ
futech-484	10	43	types	type	NOUN
futech-484	10	44	of	of	ADP
futech-484	10	45	learners	learner	NOUN
futech-484	10	46	.	.	PUNCT
futech-484	11	1	the	the	DET
futech-484	11	2	system	system	NOUN
futech-484	11	3	can	can	AUX
futech-484	11	4	recognize	recognize	VERB
futech-484	11	5	with	with	ADP
futech-484	11	6	87.3	87.3	NUM
futech-484	11	7	%	%	NOUN
futech-484	11	8	accuracy	accuracy	NOUN
futech-484	11	9	and	and	CCONJ
futech-484	11	10	respond	respond	VERB
futech-484	11	11	in	in	ADP
futech-484	11	12	234	234	NUM
futech-484	11	13	milliseconds	millisecond	NOUN
futech-484	11	14	,	,	PUNCT
futech-484	11	15	thus	thus	ADV
futech-484	11	16	facilitating	facilitate	VERB
futech-484	11	17	timely	timely	ADJ
futech-484	11	18	interventions	intervention	NOUN
futech-484	11	19	.	.	PUNCT
futech-484	12	1	self	self	NOUN
futech-484	12	2	-	-	PUNCT
futech-484	12	3	paced	pace	VERB
futech-484	12	4	review	review	NOUN
futech-484	12	5	activities	activity	NOUN
futech-484	12	6	yield	yield	VERB
futech-484	12	7	91.2	91.2	NUM
futech-484	12	8	%	%	NOUN
futech-484	12	9	success	success	NOUN
futech-484	12	10	rates	rate	NOUN
futech-484	12	11	,	,	PUNCT
futech-484	12	12	while	while	SCONJ
futech-484	12	13	collaborative	collaborative	ADJ
futech-484	12	14	tasks	task	NOUN
futech-484	12	15	remain	remain	VERB
futech-484	12	16	problematic	problematic	ADJ
futech-484	12	17	at	at	ADP
futech-484	12	18	68.4	68.4	NUM
futech-484	12	19	%	%	NOUN
futech-484	12	20	success	success	NOUN
futech-484	12	21	rates	rate	NOUN
futech-484	12	22	.	.	PUNCT
futech-484	13	1	the	the	DET
futech-484	13	2	results	result	NOUN
futech-484	13	3	extend	extend	VERB
futech-484	13	4	cognitive	cognitive	ADJ
futech-484	13	5	load	load	NOUN
futech-484	13	6	theory	theory	NOUN
futech-484	13	7	with	with	ADP
futech-484	13	8	dynamic	dynamic	ADJ
futech-484	13	9	adaptation	adaptation	NOUN
futech-484	13	10	capacities	capacity	NOUN
futech-484	13	11	needed	need	VERB
futech-484	13	12	for	for	ADP
futech-484	13	13	self	self	NOUN
futech-484	13	14	-	-	PUNCT
futech-484	13	15	managed	manage	VERB
futech-484	13	16	digital	digital	ADJ
futech-484	13	17	learning	learning	NOUN
futech-484	13	18	.	.	PUNCT
futech-484	14	1	the	the	DET
futech-484	14	2	present	present	ADJ
futech-484	14	3	study	study	NOUN
futech-484	14	4	provides	provide	VERB
futech-484	14	5	evidence	evidence	NOUN
futech-484	14	6	-	-	PUNCT
futech-484	14	7	based	base	VERB
futech-484	14	8	practice	practice	NOUN
futech-484	14	9	to	to	PART
futech-484	14	10	maximize	maximize	VERB
futech-484	14	11	cognitive	cognitive	ADJ
futech-484	14	12	experiences	experience	NOUN
futech-484	14	13	of	of	ADP
futech-484	14	14	e	e	NOUN
futech-484	14	15	-	-	NOUN
futech-484	14	16	learning	learn	VERB
futech-484	14	17	,	,	PUNCT
futech-484	14	18	facilitating	facilitate	VERB
futech-484	14	19	education	education	NOUN
futech-484	14	20	equity	equity	NOUN
futech-484	14	21	objectives	objective	NOUN
futech-484	14	22	while	while	SCONJ
futech-484	14	23	developing	develop	VERB
futech-484	14	24	core	core	NOUN
futech-484	14	25	self	self	NOUN
futech-484	14	26	-	-	PUNCT
futech-484	14	27	regulated	regulate	VERB
futech-484	14	28	learning	learning	NOUN
futech-484	14	29	skills	skill	NOUN
futech-484	14	30	in	in	ADP
futech-484	14	31	post	post	ADJ
futech-484	14	32	-	-	ADJ
futech-484	14	33	reform	reform	ADJ
futech-484	14	34	education	education	NOUN
futech-484	14	35	systems	system	NOUN
futech-484	14	36	.	.	PUNCT
futech-484	15	1	1	1	X
futech-484	15	2	.	.	X
futech-484	15	3	introduction	introduction	NOUN
futech-484	15	4	china	china	PROPN
futech-484	15	5	's	's	PART
futech-484	15	6	double	double	ADJ
futech-484	15	7	reduction	reduction	NOUN
futech-484	15	8	policy	policy	NOUN
futech-484	15	9	,	,	PUNCT
futech-484	15	10	implemented	implement	VERB
futech-484	15	11	in	in	ADP
futech-484	15	12	2021	2021	NUM
futech-484	15	13	,	,	PUNCT
futech-484	15	14	has	have	AUX
futech-484	15	15	drastically	drastically	ADV
futech-484	15	16	altered	alter	VERB
futech-484	15	17	the	the	DET
futech-484	15	18	education	education	NOUN
futech-484	15	19	sector	sector	NOUN
futech-484	15	20	by	by	ADP
futech-484	15	21	capping	cap	VERB
futech-484	15	22	excessive	excessive	ADJ
futech-484	15	23	homework	homework	NOUN
futech-484	15	24	and	and	CCONJ
futech-484	15	25	banning	ban	VERB
futech-484	15	26	profit	profit	NOUN
futech-484	15	27	-	-	PUNCT
futech-484	15	28	making	make	VERB
futech-484	15	29	education	education	NOUN
futech-484	15	30	tutoring	tutoring	NOUN
futech-484	15	31	in	in	ADP
futech-484	15	32	major	major	ADJ
futech-484	15	33	subjects	subject	NOUN
futech-484	15	34	,	,	PUNCT
futech-484	15	35	putting	put	VERB
futech-484	15	36	traditional	traditional	ADJ
futech-484	15	37	pressures	pressure	NOUN
futech-484	15	38	on	on	ADP
futech-484	15	39	off	off	ADP
futech-484	15	40	-	-	PUNCT
futech-484	15	41	stream	stream	NOUN
futech-484	15	42	learning	learn	VERB
futech-484	15	43	support	support	NOUN
futech-484	15	44	systems	system	NOUN
futech-484	15	45	[	[	X
futech-484	15	46	1	1	NUM
futech-484	15	47	]	]	PUNCT
futech-484	15	48	.	.	PUNCT
futech-484	16	1	changes	change	NOUN
futech-484	16	2	driven	drive	VERB
futech-484	16	3	by	by	ADP
futech-484	16	4	policy	policy	NOUN
futech-484	16	5	have	have	AUX
futech-484	16	6	especially	especially	ADV
futech-484	16	7	heightened	heighten	VERB
futech-484	16	8	the	the	DET
futech-484	16	9	demand	demand	NOUN
futech-484	16	10	for	for	ADP
futech-484	16	11	successful	successful	ADJ
futech-484	16	12	digital	digital	ADJ
futech-484	16	13	learning	learn	VERB
futech-484	16	14	solutions	solution	NOUN
futech-484	16	15	as	as	ADP
futech-484	16	16	conventional	conventional	ADJ
futech-484	16	17	tutoring	tutoring	NOUN
futech-484	16	18	-	-	PUNCT
futech-484	16	19	intensive	intensive	ADJ
futech-484	16	20	models	model	NOUN
futech-484	16	21	make	make	VERB
futech-484	16	22	way	way	NOUN
futech-484	16	23	for	for	ADP
futech-484	16	24	technology	technology	NOUN
futech-484	16	25	-	-	PUNCT
futech-484	16	26	enabled	enable	VERB
futech-484	16	27	pedagogical	pedagogical	ADJ
futech-484	16	28	paradigms	paradigm	NOUN
futech-484	16	29	[	[	X
futech-484	16	30	2	2	NUM
futech-484	16	31	,	,	PUNCT
futech-484	16	32	3	3	NUM
futech-484	16	33	]	]	PUNCT
futech-484	16	34	.	.	PUNCT
futech-484	17	1	the	the	DET
futech-484	17	2	spatial	spatial	ADJ
futech-484	17	3	separation	separation	NOUN
futech-484	17	4	inherent	inherent	ADJ
futech-484	17	5	in	in	ADP
futech-484	17	6	virtual	virtual	ADJ
futech-484	17	7	learning	learning	NOUN
futech-484	17	8	environments	environment	NOUN
futech-484	17	9	brings	bring	VERB
futech-484	17	10	into	into	ADP
futech-484	17	11	play	play	NOUN
futech-484	17	12	complex	complex	ADJ
futech-484	17	13	cognitive	cognitive	ADJ
futech-484	17	14	demands	demand	NOUN
futech-484	17	15	linked	link	VERB
futech-484	17	16	with	with	ADP
futech-484	17	17	multimedia	multimedia	NOUN
futech-484	17	18	information	information	NOUN
futech-484	17	19	processing	processing	NOUN
futech-484	17	20	,	,	PUNCT
futech-484	17	21	independent	independent	ADJ
futech-484	17	22	wayfinding	wayfinding	NOUN
futech-484	17	23	through	through	ADP
futech-484	17	24	digital	digital	ADJ
futech-484	17	25	interfaces	interface	NOUN
futech-484	17	26	,	,	PUNCT
futech-484	17	27	and	and	CCONJ
futech-484	17	28	selfmanaged	selfmanage	VERB
futech-484	17	29	learning	learning	PROPN
futech-484	17	30	administration	administration	NOUN
futech-484	17	31	without	without	ADP
futech-484	17	32	explicit	explicit	ADJ
futech-484	17	33	instructional	instructional	ADJ
futech-484	17	34	facilitation	facilitation	NOUN
futech-484	17	35	[	[	X
futech-484	17	36	4	4	NUM
futech-484	17	37	,	,	PUNCT
futech-484	17	38	5	5	NUM
futech-484	17	39	]	]	PUNCT
futech-484	17	40	.	.	PUNCT
futech-484	18	1	such	such	ADJ
futech-484	18	2	cognitive	cognitive	ADJ
futech-484	18	3	demands	demand	NOUN
futech-484	18	4	are	be	AUX
futech-484	18	5	radically	radically	ADV
futech-484	18	6	different	different	ADJ
futech-484	18	7	from	from	ADP
futech-484	18	8	common	common	ADJ
futech-484	18	9	classroom	classroom	NOUN
futech-484	18	10	experiences	experience	NOUN
futech-484	18	11	,	,	PUNCT
futech-484	18	12	warranting	warrant	VERB
futech-484	18	13	systematized	systematize	VERB
futech-484	18	14	investigations	investigation	NOUN
futech-484	18	15	of	of	ADP
futech-484	18	16	how	how	SCONJ
futech-484	18	17	students	student	NOUN
futech-484	18	18	learn	learn	VERB
futech-484	18	19	to	to	PART
futech-484	18	20	find	find	VERB
futech-484	18	21	their	their	PRON
futech-484	18	22	way	way	NOUN
futech-484	18	23	through	through	ADP
futech-484	18	24	these	these	DET
futech-484	18	25	technology	technology	NOUN
futech-484	18	26	-	-	PUNCT
futech-484	18	27	enriched	enrich	VERB
futech-484	18	28	learning	learning	NOUN
futech-484	18	29	environments	environment	NOUN
futech-484	18	30	.	.	PUNCT
futech-484	19	1	policy	policy	NOUN
futech-484	19	2	-	-	PUNCT
futech-484	19	3	driven	drive	VERB
futech-484	19	4	cutbacks	cutback	NOUN
futech-484	19	5	in	in	ADP
futech-484	19	6	extraneous	extraneous	ADJ
futech-484	19	7	tutorial	tutorial	NOUN
futech-484	19	8	support	support	NOUN
futech-484	19	9	have	have	AUX
futech-484	19	10	left	leave	VERB
futech-484	19	11	spectacular	spectacular	ADJ
futech-484	19	12	scaffolding	scaffolding	NOUN
futech-484	19	13	deficits	deficit	NOUN
futech-484	19	14	in	in	ADP
futech-484	19	15	learning	learn	VERB
futech-484	19	16	that	that	SCONJ
futech-484	19	17	online	online	ADJ
futech-484	19	18	systems	system	NOUN
futech-484	19	19	will	will	AUX
futech-484	19	20	need	need	VERB
futech-484	19	21	to	to	PART
futech-484	19	22	rectify	rectify	VERB
futech-484	19	23	if	if	SCONJ
futech-484	19	24	they	they	PRON
futech-484	19	25	are	be	AUX
futech-484	19	26	to	to	PART
futech-484	19	27	remain	remain	VERB
futech-484	19	28	capable	capable	ADJ
futech-484	19	29	of	of	ADP
futech-484	19	30	continued	continue	VERB
futech-484	19	31	provision	provision	NOUN
futech-484	19	32	of	of	ADP
futech-484	19	33	educational	educational	ADJ
futech-484	19	34	quality	quality	NOUN
futech-484	19	35	and	and	CCONJ
futech-484	19	36	equity	equity	NOUN
futech-484	19	37	[	[	X
futech-484	19	38	6	6	NUM
futech-484	19	39	]	]	PUNCT
futech-484	19	40	.	.	PUNCT
futech-484	20	1	contemporary	contemporary	ADJ
futech-484	20	2	online	online	PROPN
futech-484	20	3	education	education	NOUN
futech-484	20	4	systems	system	NOUN
futech-484	20	5	are	be	AUX
futech-484	20	6	being	be	AUX
futech-484	20	7	driven	drive	VERB
futech-484	20	8	increasingly	increasingly	ADV
futech-484	20	9	hard	hard	ADJ
futech-484	20	10	to	to	PART
futech-484	20	11	reconcile	reconcile	VERB
futech-484	20	12	mandatory	mandatory	ADJ
futech-484	20	13	content	content	NOUN
futech-484	20	14	provision	provision	NOUN
futech-484	20	15	with	with	ADP
futech-484	20	16	individualized	individualized	ADJ
futech-484	20	17	learning	learning	NOUN
futech-484	20	18	needs	need	NOUN
futech-484	20	19	,	,	PUNCT
futech-484	20	20	especially	especially	ADV
futech-484	20	21	if	if	SCONJ
futech-484	20	22	pedagogic	pedagogic	ADJ
futech-484	20	23	accommodations	accommodation	NOUN
futech-484	20	24	are	be	AUX
futech-484	20	25	constrained	constrain	VERB
futech-484	20	26	by	by	ADP
futech-484	20	27	technology	technology	NOUN
futech-484	20	28	limitations	limitation	NOUN
futech-484	20	29	[	[	X
futech-484	20	30	7	7	NUM
futech-484	20	31	,	,	PUNCT
futech-484	20	32	8	8	NUM
futech-484	20	33	]	]	PUNCT
futech-484	20	34	.	.	PUNCT
futech-484	21	1	the	the	DET
futech-484	21	2	diversity	diversity	NOUN
futech-484	21	3	of	of	ADP
futech-484	21	4	learner	learner	NOUN
futech-484	21	5	cognitive	cognitive	ADJ
futech-484	21	6	abilities	ability	NOUN
futech-484	21	7	,	,	PUNCT
futech-484	21	8	knowledge	knowledge	NOUN
futech-484	21	9	levels	level	NOUN
futech-484	21	10	,	,	PUNCT
futech-484	21	11	and	and	CCONJ
futech-484	21	12	technological	technological	ADJ
futech-484	21	13	proficiency	proficiency	NOUN
futech-484	21	14	creates	create	VERB
futech-484	21	15	such	such	ADJ
futech-484	21	16	immense	immense	ADJ
futech-484	21	17	tensions	tension	NOUN
futech-484	21	18	with	with	ADP
futech-484	21	19	the	the	DET
futech-484	21	20	uniformity	uniformity	NOUN
futech-484	21	21	of	of	ADP
futech-484	21	22	delivering	deliver	VERB
futech-484	21	23	digital	digital	ADJ
futech-484	21	24	content	content	NOUN
futech-484	21	25	[	[	X
futech-484	21	26	9	9	NUM
futech-484	21	27	,	,	PUNCT
futech-484	21	28	10	10	NUM
futech-484	21	29	]	]	PUNCT
futech-484	21	30	.	.	PUNCT
futech-484	22	1	increasingly	increasingly	ADV
futech-484	22	2	,	,	PUNCT
futech-484	22	3	schools	school	NOUN
futech-484	22	4	find	find	VERB
futech-484	22	5	themselves	themselves	PRON
futech-484	22	6	unable	unable	ADJ
futech-484	22	7	to	to	PART
futech-484	22	8	offer	offer	VERB
futech-484	22	9	differentiated	differentiated	ADJ
futech-484	22	10	learning	learning	NOUN
futech-484	22	11	experiences	experience	NOUN
futech-484	22	12	that	that	PRON
futech-484	22	13	cater	cater	VERB
futech-484	22	14	to	to	ADP
futech-484	22	15	various	various	ADJ
futech-484	22	16	cognitive	cognitive	ADJ
futech-484	22	17	requirements	requirement	NOUN
futech-484	22	18	within	within	ADP
futech-484	22	19	the	the	DET
futech-484	22	20	limitations	limitation	NOUN
futech-484	22	21	of	of	ADP
futech-484	22	22	standardized	standardized	ADJ
futech-484	22	23	digital	digital	ADJ
futech-484	22	24	learning	learning	NOUN
futech-484	22	25	environments	environment	NOUN
futech-484	22	26	.	.	PUNCT
futech-484	23	1	cognitive	cognitive	ADJ
futech-484	23	2	load	load	NOUN
futech-484	23	3	theory	theory	NOUN
futech-484	23	4	offers	offer	VERB
futech-484	23	5	theoretical	theoretical	ADJ
futech-484	23	6	explanations	explanation	NOUN
futech-484	23	7	of	of	ADP
futech-484	23	8	how	how	SCONJ
futech-484	23	9	learners	learner	NOUN
futech-484	23	10	mentally	mentally	ADV
futech-484	23	11	process	process	VERB
futech-484	23	12	information	information	NOUN
futech-484	23	13	in	in	ADP
futech-484	23	14	computer	computer	NOUN
futech-484	23	15	-	-	PUNCT
futech-484	23	16	aided	aid	VERB
futech-484	23	17	learning	learning	NOUN
futech-484	23	18	systems	system	NOUN
futech-484	23	19	,	,	PUNCT
futech-484	23	20	yet	yet	CCONJ
futech-484	23	21	gaps	gap	NOUN
futech-484	23	22	between	between	ADP
futech-484	23	23	theoretical	theoretical	ADJ
futech-484	23	24	concepts	concept	NOUN
futech-484	23	25	and	and	CCONJ
futech-484	23	26	realworld	realworld	PROPN
futech-484	23	27	implementation	implementation	NOUN
futech-484	23	28	in	in	ADP
futech-484	23	29	natural	natural	ADJ
futech-484	23	30	learning	learning	NOUN
futech-484	23	31	environments	environment	NOUN
futech-484	23	32	are	be	AUX
futech-484	23	33	significant	significant	ADJ
futech-484	23	34	[	[	X
futech-484	23	35	11	11	NUM
futech-484	23	36	,	,	PUNCT
futech-484	23	37	12	12	NUM
futech-484	23	38	]	]	PUNCT
futech-484	23	39	.	.	PUNCT
futech-484	24	1	conventional	conventional	ADJ
futech-484	24	2	application	application	NOUN
futech-484	24	3	of	of	ADP
futech-484	24	4	cognitive	cognitive	ADJ
futech-484	24	5	load	load	NOUN
futech-484	24	6	concepts	concept	NOUN
futech-484	24	7	frequently	frequently	ADV
futech-484	24	8	does	do	AUX
futech-484	24	9	not	not	PART
futech-484	24	10	reflect	reflect	VERB
futech-484	24	11	the	the	DET
futech-484	24	12	dynamic	dynamic	ADJ
futech-484	24	13	,	,	PUNCT
futech-484	24	14	interactive	interactive	ADJ
futech-484	24	15	processes	process	NOUN
futech-484	24	16	of	of	ADP
futech-484	24	17	today	today	NOUN
futech-484	24	18	's	's	PART
futech-484	24	19	online	online	ADJ
futech-484	24	20	learning	learning	NOUN
futech-484	24	21	systems	system	NOUN
futech-484	24	22	,	,	PUNCT
futech-484	24	23	especially	especially	ADV
futech-484	24	24	those	those	DET
futech-484	24	25	future	future	ADJ
futech-484	24	26	technology	technology	NOUN
futech-484	24	27	open	open	ADJ
futech-484	24	28	access	access	NOUN
futech-484	24	29	journal	journal	PROPN
futech-484	24	30	https://doi.org/10.55670/fpll.futech.4.4.17	https://doi.org/10.55670/fpll.futech.4.4.17	PROPN
futech-484	25	1	november	november	PROPN
futech-484	25	2	2025|	2025|	NUM
futech-484	25	3	volume	volume	NOUN
futech-484	25	4	04	04	NUM
futech-484	26	1	|	|	ADV
futech-484	26	2	issue	issue	VERB
futech-484	26	3	04	04	NUM
futech-484	27	1	|	|	CCONJ
futech-484	27	2	pages	page	VERB
futech-484	27	3	205	205	NUM
futech-484	27	4	-	-	SYM
futech-484	27	5	215	215	NUM
futech-484	27	6	journal	journal	NOUN
futech-484	27	7	homepage	homepage	NOUN
futech-484	27	8	:	:	PUNCT
futech-484	27	9	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-484	27	10	issn	issn	VERB
futech-484	27	11	2832	2832	NUM
futech-484	27	12	-	-	SYM
futech-484	27	13	0379	0379	NUM
futech-484	27	14	mailto:undiksha_jianxu@sina.com	mailto:undiksha_jianxu@sina.com	NOUN
futech-484	27	15	https://doi.org/10.55670/fpll.futech.4.4.17	https://doi.org/10.55670/fpll.futech.4.4.17	PROPN
futech-484	27	16	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-484	27	17	j.	j.	PROPN
futech-484	27	18	zhai	zhai	PROPN
futech-484	27	19	et	et	PROPN
futech-484	27	20	al	al	PROPN
futech-484	27	21	.	.	PROPN
futech-484	27	22	/future	/future	PUNCT
futech-484	27	23	technology	technology	PROPN
futech-484	27	24	november	november	PROPN
futech-484	27	25	2025|	2025|	NUM
futech-484	28	1	volume	volume	NOUN
futech-484	28	2	04	04	NUM
futech-484	29	1	|	|	ADV
futech-484	29	2	issue	issue	VERB
futech-484	29	3	04	04	NUM
futech-484	30	1	|	|	CCONJ
futech-484	30	2	pages	page	VERB
futech-484	30	3	205	205	NUM
futech-484	30	4	-	-	SYM
futech-484	30	5	215	215	NUM
futech-484	30	6	206	206	NUM
futech-484	30	7	involving	involve	VERB
futech-484	30	8	multimedia	multimedia	NOUN
futech-484	30	9	and	and	CCONJ
futech-484	30	10	complex	complex	ADJ
futech-484	30	11	navigational	navigational	ADJ
futech-484	30	12	designs	design	NOUN
futech-484	30	13	[	[	X
futech-484	30	14	13	13	NUM
futech-484	30	15	]	]	PUNCT
futech-484	30	16	.	.	PUNCT
futech-484	31	1	the	the	DET
futech-484	31	2	dynamic	dynamic	ADJ
futech-484	31	3	cognitive	cognitive	ADJ
futech-484	31	4	load	load	NOUN
futech-484	31	5	processes	process	NOUN
futech-484	31	6	within	within	ADP
futech-484	31	7	extended	extended	ADJ
futech-484	31	8	online	online	ADJ
futech-484	31	9	learning	learning	NOUN
futech-484	31	10	sessions	session	NOUN
futech-484	31	11	are	be	AUX
futech-484	31	12	still	still	ADV
futech-484	31	13	inadequately	inadequately	ADV
futech-484	31	14	researched	research	VERB
futech-484	31	15	,	,	PUNCT
futech-484	31	16	thereby	thereby	ADV
futech-484	31	17	undermining	undermine	VERB
futech-484	31	18	the	the	DET
futech-484	31	19	development	development	NOUN
futech-484	31	20	of	of	ADP
futech-484	31	21	implementable	implementable	ADJ
futech-484	31	22	intervention	intervention	NOUN
futech-484	31	23	tools	tool	NOUN
futech-484	31	24	for	for	ADP
futech-484	31	25	managing	manage	VERB
futech-484	31	26	cognitive	cognitive	ADJ
futech-484	31	27	overload	overload	NOUN
futech-484	31	28	situations	situation	NOUN
futech-484	31	29	[	[	X
futech-484	31	30	14	14	NUM
futech-484	31	31	]	]	PUNCT
futech-484	31	32	.	.	PUNCT
futech-484	32	1	existing	exist	VERB
futech-484	32	2	theoretical	theoretical	ADJ
futech-484	32	3	models	model	NOUN
futech-484	32	4	primarily	primarily	ADV
futech-484	32	5	concentrate	concentrate	VERB
futech-484	32	6	on	on	ADP
futech-484	32	7	static	static	ADJ
futech-484	32	8	instructional	instructional	ADJ
futech-484	32	9	design	design	NOUN
futech-484	32	10	principles	principle	NOUN
futech-484	32	11	but	but	CCONJ
futech-484	32	12	neglect	neglect	NOUN
futech-484	32	13	the	the	DET
futech-484	32	14	adaptive	adaptive	ADJ
futech-484	32	15	needs	need	NOUN
futech-484	32	16	of	of	ADP
futech-484	32	17	technology	technology	NOUN
futech-484	32	18	-	-	PUNCT
futech-484	32	19	driven	drive	VERB
futech-484	32	20	learning	learning	NOUN
futech-484	32	21	environments	environment	NOUN
futech-484	32	22	.	.	PUNCT
futech-484	33	1	current	current	ADJ
futech-484	33	2	methods	method	NOUN
futech-484	33	3	for	for	ADP
futech-484	33	4	cognitive	cognitive	ADJ
futech-484	33	5	load	load	NOUN
futech-484	33	6	management	management	NOUN
futech-484	33	7	in	in	ADP
futech-484	33	8	virtual	virtual	ADJ
futech-484	33	9	learning	learning	NOUN
futech-484	33	10	environments	environment	NOUN
futech-484	33	11	have	have	VERB
futech-484	33	12	noteworthy	noteworthy	ADJ
futech-484	33	13	deficiencies	deficiency	NOUN
futech-484	33	14	in	in	ADP
futech-484	33	15	reflecting	reflect	VERB
futech-484	33	16	realtime	realtime	ADJ
futech-484	33	17	learner	learner	NOUN
futech-484	33	18	cognitive	cognitive	ADJ
futech-484	33	19	state	state	NOUN
futech-484	33	20	and	and	CCONJ
futech-484	33	21	differences	difference	NOUN
futech-484	33	22	[	[	X
futech-484	33	23	15	15	NUM
futech-484	33	24	]	]	PUNCT
futech-484	33	25	.	.	PUNCT
futech-484	34	1	current	current	ADJ
futech-484	34	2	adaptive	adaptive	ADJ
futech-484	34	3	learning	learning	NOUN
futech-484	34	4	environments	environment	NOUN
futech-484	34	5	mostly	mostly	ADV
futech-484	34	6	attend	attend	VERB
futech-484	34	7	to	to	ADP
futech-484	34	8	performance	performance	NOUN
futech-484	34	9	-	-	PUNCT
futech-484	34	10	based	base	VERB
futech-484	34	11	adjustments	adjustment	NOUN
futech-484	34	12	without	without	ADP
futech-484	34	13	explicit	explicit	ADJ
futech-484	34	14	cognitive	cognitive	ADJ
futech-484	34	15	load	load	NOUN
futech-484	34	16	measurement	measurement	NOUN
futech-484	34	17	,	,	PUNCT
futech-484	34	18	even	even	ADV
futech-484	34	19	risking	risk	VERB
futech-484	34	20	omitting	omit	VERB
futech-484	34	21	opportune	opportune	ADJ
futech-484	34	22	moments	moment	NOUN
futech-484	34	23	of	of	ADP
futech-484	34	24	timely	timely	ADJ
futech-484	34	25	intervention	intervention	NOUN
futech-484	34	26	before	before	ADP
futech-484	34	27	the	the	DET
futech-484	34	28	onset	onset	NOUN
futech-484	34	29	of	of	ADP
futech-484	34	30	learning	learn	VERB
futech-484	34	31	issues	issue	NOUN
futech-484	34	32	[	[	X
futech-484	34	33	16	16	NUM
futech-484	34	34	]	]	PUNCT
futech-484	34	35	.	.	PUNCT
futech-484	35	1	most	most	ADJ
futech-484	35	2	of	of	ADP
futech-484	35	3	the	the	DET
futech-484	35	4	available	available	ADJ
futech-484	35	5	technologies	technology	NOUN
futech-484	35	6	are	be	AUX
futech-484	35	7	post	post	ADJ
futech-484	35	8	-	-	ADJ
futech-484	35	9	factum	factum	ADJ
futech-484	35	10	performance	performance	NOUN
futech-484	35	11	measures	measure	NOUN
futech-484	35	12	instead	instead	ADV
futech-484	35	13	of	of	ADP
futech-484	35	14	anticipatory	anticipatory	ADJ
futech-484	35	15	monitoring	monitoring	NOUN
futech-484	35	16	of	of	ADP
futech-484	35	17	brain	brain	NOUN
futech-484	35	18	states	state	NOUN
futech-484	35	19	,	,	PUNCT
futech-484	35	20	leading	lead	VERB
futech-484	35	21	to	to	ADP
futech-484	35	22	reactive	reactive	ADJ
futech-484	35	23	measures	measure	NOUN
futech-484	35	24	that	that	PRON
futech-484	35	25	do	do	AUX
futech-484	35	26	not	not	PART
futech-484	35	27	preempt	preempt	VERB
futech-484	35	28	cognitive	cognitive	ADJ
futech-484	35	29	overload	overload	NOUN
futech-484	35	30	conditions	condition	NOUN
futech-484	35	31	[	[	X
futech-484	35	32	17	17	NUM
futech-484	35	33	]	]	PUNCT
futech-484	35	34	.	.	PUNCT
futech-484	36	1	infrequent	infrequent	ADJ
futech-484	36	2	embedding	embed	VERB
futech-484	36	3	of	of	ADP
futech-484	36	4	smart	smart	ADJ
futech-484	36	5	technologies	technology	NOUN
futech-484	36	6	into	into	ADP
futech-484	36	7	contemporary	contemporary	ADJ
futech-484	36	8	learning	learning	NOUN
futech-484	36	9	systems	system	NOUN
futech-484	36	10	limits	limit	VERB
futech-484	36	11	their	their	PRON
futech-484	36	12	capacity	capacity	NOUN
futech-484	36	13	to	to	PART
futech-484	36	14	offer	offer	VERB
futech-484	36	15	the	the	DET
futech-484	36	16	next	next	ADJ
futech-484	36	17	generation	generation	NOUN
futech-484	36	18	of	of	ADP
futech-484	36	19	adaptive	adaptive	ADJ
futech-484	36	20	support	support	NOUN
futech-484	36	21	necessary	necessary	ADJ
futech-484	36	22	in	in	ADP
futech-484	36	23	modern	modern	ADJ
futech-484	36	24	learning	learning	NOUN
futech-484	36	25	environments	environment	NOUN
futech-484	36	26	[	[	X
futech-484	36	27	18	18	NUM
futech-484	36	28	]	]	PUNCT
futech-484	36	29	.	.	PUNCT
futech-484	37	1	understanding	understand	VERB
futech-484	37	2	how	how	SCONJ
futech-484	37	3	cognitive	cognitive	ADJ
futech-484	37	4	load	load	NOUN
futech-484	37	5	regulation	regulation	NOUN
futech-484	37	6	can	can	AUX
futech-484	37	7	be	be	AUX
futech-484	37	8	effectively	effectively	ADV
futech-484	37	9	implemented	implement	VERB
futech-484	37	10	in	in	ADP
futech-484	37	11	real	real	ADJ
futech-484	37	12	-	-	PUNCT
futech-484	37	13	world	world	NOUN
futech-484	37	14	educational	educational	ADJ
futech-484	37	15	contexts	context	NOUN
futech-484	37	16	where	where	SCONJ
futech-484	37	17	policy	policy	NOUN
futech-484	37	18	-	-	PUNCT
futech-484	37	19	driven	drive	VERB
futech-484	37	20	changes	change	NOUN
futech-484	37	21	have	have	AUX
futech-484	37	22	altered	alter	VERB
futech-484	37	23	traditional	traditional	ADJ
futech-484	37	24	learning	learning	NOUN
futech-484	37	25	support	support	NOUN
futech-484	37	26	systems	system	NOUN
futech-484	37	27	remains	remains	AUX
futech-484	37	28	inadequately	inadequately	ADV
futech-484	37	29	addressed	address	VERB
futech-484	37	30	in	in	ADP
futech-484	37	31	current	current	ADJ
futech-484	37	32	research	research	NOUN
futech-484	37	33	.	.	PUNCT
futech-484	38	1	existing	exist	VERB
futech-484	38	2	studies	study	NOUN
futech-484	38	3	predominantly	predominantly	ADV
futech-484	38	4	examine	examine	VERB
futech-484	38	5	cognitive	cognitive	ADJ
futech-484	38	6	load	load	NOUN
futech-484	38	7	in	in	ADP
futech-484	38	8	controlled	control	VERB
futech-484	38	9	laboratory	laboratory	NOUN
futech-484	38	10	settings	setting	NOUN
futech-484	38	11	rather	rather	ADV
futech-484	38	12	than	than	ADP
futech-484	38	13	investigating	investigate	VERB
futech-484	38	14	authentic	authentic	ADJ
futech-484	38	15	scenarios	scenario	NOUN
futech-484	38	16	where	where	SCONJ
futech-484	38	17	multiple	multiple	ADJ
futech-484	38	18	social	social	ADJ
futech-484	38	19	,	,	PUNCT
futech-484	38	20	technological	technological	ADJ
futech-484	38	21	,	,	PUNCT
futech-484	38	22	and	and	CCONJ
futech-484	38	23	pedagogical	pedagogical	ADJ
futech-484	38	24	factors	factor	NOUN
futech-484	38	25	interact	interact	VERB
futech-484	38	26	simultaneously	simultaneously	ADV
futech-484	38	27	.	.	PUNCT
futech-484	39	1	the	the	DET
futech-484	39	2	lack	lack	NOUN
futech-484	39	3	of	of	ADP
futech-484	39	4	comprehensive	comprehensive	ADJ
futech-484	39	5	frameworks	framework	NOUN
futech-484	39	6	for	for	ADP
futech-484	39	7	integrating	integrate	VERB
futech-484	39	8	cognitive	cognitive	ADJ
futech-484	39	9	load	load	NOUN
futech-484	39	10	theory	theory	NOUN
futech-484	39	11	with	with	ADP
futech-484	39	12	intelligent	intelligent	ADJ
futech-484	39	13	technologies	technology	NOUN
futech-484	39	14	specifically	specifically	ADV
futech-484	39	15	designed	design	VERB
futech-484	39	16	for	for	ADP
futech-484	39	17	post	post	ADJ
futech-484	39	18	-	-	ADJ
futech-484	39	19	reform	reform	ADJ
futech-484	39	20	educational	educational	ADJ
futech-484	39	21	environments	environment	NOUN
futech-484	39	22	represents	represent	VERB
futech-484	39	23	a	a	DET
futech-484	39	24	significant	significant	ADJ
futech-484	39	25	limitation	limitation	NOUN
futech-484	39	26	in	in	ADP
futech-484	39	27	current	current	ADJ
futech-484	39	28	knowledge	knowledge	NOUN
futech-484	39	29	.	.	PUNCT
futech-484	40	1	additionally	additionally	ADV
futech-484	40	2	,	,	PUNCT
futech-484	40	3	most	most	ADJ
futech-484	40	4	current	current	ADJ
futech-484	40	5	research	research	NOUN
futech-484	40	6	fails	fail	VERB
futech-484	40	7	to	to	PART
futech-484	40	8	account	account	VERB
futech-484	40	9	for	for	ADP
futech-484	40	10	the	the	DET
futech-484	40	11	dynamic	dynamic	ADJ
futech-484	40	12	adaptation	adaptation	NOUN
futech-484	40	13	requirements	requirement	NOUN
futech-484	40	14	that	that	PRON
futech-484	40	15	emerge	emerge	VERB
futech-484	40	16	when	when	SCONJ
futech-484	40	17	learners	learner	NOUN
futech-484	40	18	transition	transition	VERB
futech-484	40	19	from	from	ADP
futech-484	40	20	highly	highly	ADV
futech-484	40	21	structured	structured	ADJ
futech-484	40	22	external	external	ADJ
futech-484	40	23	support	support	NOUN
futech-484	40	24	systems	system	NOUN
futech-484	40	25	to	to	ADP
futech-484	40	26	more	more	ADV
futech-484	40	27	autonomous	autonomous	ADJ
futech-484	40	28	digital	digital	ADJ
futech-484	40	29	learning	learning	NOUN
futech-484	40	30	environments	environment	NOUN
futech-484	40	31	.	.	PUNCT
futech-484	41	1	to	to	PART
futech-484	41	2	address	address	VERB
futech-484	41	3	these	these	DET
futech-484	41	4	critical	critical	ADJ
futech-484	41	5	gaps	gap	NOUN
futech-484	41	6	,	,	PUNCT
futech-484	41	7	the	the	DET
futech-484	41	8	current	current	ADJ
futech-484	41	9	investigation	investigation	NOUN
futech-484	41	10	explores	explore	VERB
futech-484	41	11	how	how	SCONJ
futech-484	41	12	cognitive	cognitive	ADJ
futech-484	41	13	load	load	NOUN
futech-484	41	14	theory	theory	NOUN
futech-484	41	15	must	must	AUX
futech-484	41	16	adapt	adapt	VERB
futech-484	41	17	to	to	ADP
futech-484	41	18	contemporary	contemporary	ADJ
futech-484	41	19	educational	educational	ADJ
futech-484	41	20	realities	reality	NOUN
futech-484	41	21	.	.	PUNCT
futech-484	42	1	three	three	NUM
futech-484	42	2	questions	question	NOUN
futech-484	42	3	guide	guide	VERB
futech-484	42	4	this	this	DET
futech-484	42	5	work	work	NOUN
futech-484	42	6	.	.	PUNCT
futech-484	43	1	integrating	integrate	VERB
futech-484	43	2	real	real	ADJ
futech-484	43	3	-	-	PUNCT
futech-484	43	4	time	time	NOUN
futech-484	43	5	detection	detection	NOUN
futech-484	43	6	into	into	ADP
futech-484	43	7	digital	digital	ADJ
futech-484	43	8	systems	system	NOUN
futech-484	43	9	remains	remain	VERB
futech-484	43	10	challenging	challenge	VERB
futech-484	43	11	.	.	PUNCT
futech-484	44	1	patterns	pattern	NOUN
futech-484	44	2	differ	differ	VERB
futech-484	44	3	sharply	sharply	ADV
futech-484	44	4	between	between	ADP
futech-484	44	5	students	student	NOUN
futech-484	44	6	from	from	ADP
futech-484	44	7	different	different	ADJ
futech-484	44	8	socioeconomic	socioeconomic	ADJ
futech-484	44	9	backgrounds	background	NOUN
futech-484	44	10	when	when	SCONJ
futech-484	44	11	tutoring	tutoring	NOUN
futech-484	44	12	ends	end	VERB
futech-484	44	13	.	.	PUNCT
futech-484	45	1	finding	find	VERB
futech-484	45	2	the	the	DET
futech-484	45	3	right	right	ADJ
futech-484	45	4	balance	balance	NOUN
futech-484	45	5	proves	prove	VERB
futech-484	45	6	crucial	crucial	ADJ
futech-484	45	7	,	,	PUNCT
futech-484	45	8	especially	especially	ADV
futech-484	45	9	ensuring	ensure	VERB
futech-484	45	10	technology	technology	NOUN
futech-484	45	11	supports	support	NOUN
futech-484	45	12	rather	rather	ADV
futech-484	45	13	than	than	ADP
futech-484	45	14	replaces	replace	VERB
futech-484	45	15	teachers	teacher	NOUN
futech-484	45	16	.	.	PUNCT
futech-484	46	1	the	the	DET
futech-484	46	2	research	research	NOUN
futech-484	46	3	focuses	focus	VERB
futech-484	46	4	on	on	ADP
futech-484	46	5	three	three	NUM
futech-484	46	6	objectives	objective	NOUN
futech-484	46	7	:	:	PUNCT
futech-484	46	8	developing	develop	VERB
futech-484	46	9	an	an	DET
futech-484	46	10	adaptive	adaptive	ADJ
futech-484	46	11	framework	framework	NOUN
futech-484	46	12	that	that	PRON
futech-484	46	13	integrates	integrate	VERB
futech-484	46	14	machine	machine	NOUN
futech-484	46	15	learning	learn	VERB
futech-484	46	16	with	with	ADP
futech-484	46	17	cognitive	cognitive	ADJ
futech-484	46	18	load	load	NOUN
futech-484	46	19	theory	theory	NOUN
futech-484	46	20	,	,	PUNCT
futech-484	46	21	testing	test	VERB
futech-484	46	22	it	it	PRON
futech-484	46	23	in	in	ADP
futech-484	46	24	policydisrupted	policydisrupted	ADJ
futech-484	46	25	schools	school	NOUN
futech-484	46	26	,	,	PUNCT
futech-484	46	27	and	and	CCONJ
futech-484	46	28	creating	create	VERB
futech-484	46	29	human	human	NOUN
futech-484	46	30	-	-	PUNCT
futech-484	46	31	centered	center	VERB
futech-484	46	32	guidelines	guideline	NOUN
futech-484	46	33	.	.	PUNCT
futech-484	47	1	continuous	continuous	ADJ
futech-484	47	2	monitoring	monitoring	NOUN
futech-484	47	3	replaces	replace	VERB
futech-484	47	4	periodic	periodic	ADJ
futech-484	47	5	checks	check	NOUN
futech-484	47	6	while	while	SCONJ
futech-484	47	7	the	the	DET
futech-484	47	8	system	system	NOUN
futech-484	47	9	learns	learn	VERB
futech-484	47	10	from	from	ADP
futech-484	47	11	individual	individual	ADJ
futech-484	47	12	student	student	NOUN
futech-484	47	13	paths	path	NOUN
futech-484	47	14	instead	instead	ADV
futech-484	47	15	of	of	ADP
futech-484	47	16	forcing	force	VERB
futech-484	47	17	predetermined	predetermine	VERB
futech-484	47	18	routes	route	NOUN
futech-484	47	19	.	.	PUNCT
futech-484	48	1	real	real	ADJ
futech-484	48	2	classrooms	classroom	NOUN
futech-484	48	3	affected	affect	VERB
futech-484	48	4	by	by	ADP
futech-484	48	5	policy	policy	NOUN
futech-484	48	6	changes	change	NOUN
futech-484	48	7	offer	offer	VERB
futech-484	48	8	authentic	authentic	ADJ
futech-484	48	9	testing	testing	NOUN
futech-484	48	10	grounds	ground	NOUN
futech-484	48	11	that	that	SCONJ
futech-484	48	12	laboratory	laboratory	NOUN
futech-484	48	13	studies	study	NOUN
futech-484	48	14	miss	miss	VERB
futech-484	48	15	.	.	PUNCT
futech-484	49	1	this	this	DET
futech-484	49	2	work	work	NOUN
futech-484	49	3	fundamentally	fundamentally	ADV
futech-484	49	4	shifts	shift	NOUN
futech-484	49	5	cognitive	cognitive	ADJ
futech-484	49	6	load	load	NOUN
futech-484	49	7	theory	theory	NOUN
futech-484	49	8	from	from	ADP
futech-484	49	9	describing	describe	VERB
futech-484	49	10	what	what	PRON
futech-484	49	11	happens	happen	VERB
futech-484	49	12	to	to	PART
futech-484	49	13	actively	actively	ADV
futech-484	49	14	intervening	intervene	VERB
futech-484	49	15	when	when	SCONJ
futech-484	49	16	students	student	NOUN
futech-484	49	17	need	need	VERB
futech-484	49	18	help	help	NOUN
futech-484	49	19	.	.	PUNCT
futech-484	50	1	the	the	DET
futech-484	50	2	framework	framework	NOUN
futech-484	50	3	bridges	bridge	NOUN
futech-484	50	4	cognitive	cognitive	ADJ
futech-484	50	5	science	science	NOUN
futech-484	50	6	and	and	CCONJ
futech-484	50	7	educational	educational	ADJ
futech-484	50	8	technology	technology	NOUN
futech-484	50	9	right	right	ADV
futech-484	50	10	where	where	SCONJ
futech-484	50	11	learning	learning	NOUN
futech-484	50	12	occurs	occur	VERB
futech-484	50	13	,	,	PUNCT
futech-484	50	14	in	in	ADP
futech-484	50	15	classrooms	classroom	NOUN
futech-484	50	16	facing	face	VERB
futech-484	50	17	real	real	ADJ
futech-484	50	18	disruption	disruption	NOUN
futech-484	50	19	rather	rather	ADV
futech-484	50	20	than	than	ADP
futech-484	50	21	controlled	control	VERB
futech-484	50	22	settings	setting	NOUN
futech-484	50	23	.	.	PUNCT
futech-484	51	1	this	this	DET
futech-484	51	2	research	research	NOUN
futech-484	51	3	addresses	address	VERB
futech-484	51	4	these	these	DET
futech-484	51	5	limitations	limitation	NOUN
futech-484	51	6	by	by	ADP
futech-484	51	7	developing	develop	VERB
futech-484	51	8	an	an	DET
futech-484	51	9	intelligent	intelligent	ADJ
futech-484	51	10	cognitive	cognitive	ADJ
futech-484	51	11	load	load	NOUN
futech-484	51	12	regulation	regulation	NOUN
futech-484	51	13	framework	framework	NOUN
futech-484	51	14	specifically	specifically	ADV
futech-484	51	15	designed	design	VERB
futech-484	51	16	for	for	ADP
futech-484	51	17	online	online	ADJ
futech-484	51	18	learning	learn	VERB
futech-484	51	19	environments	environment	NOUN
futech-484	51	20	in	in	ADP
futech-484	51	21	post	post	ADJ
futech-484	51	22	-	-	ADJ
futech-484	51	23	policy	policy	ADJ
futech-484	51	24	educational	educational	ADJ
futech-484	51	25	contexts	contexts	NOUN
futech-484	51	26	.	.	PUNCT
futech-484	52	1	this	this	DET
futech-484	52	2	study	study	NOUN
futech-484	52	3	defines	define	VERB
futech-484	52	4	intelligent	intelligent	ADJ
futech-484	52	5	regulation	regulation	NOUN
futech-484	52	6	mechanisms	mechanism	NOUN
futech-484	52	7	as	as	ADP
futech-484	52	8	systems	system	NOUN
futech-484	52	9	that	that	PRON
futech-484	52	10	detect	detect	VERB
futech-484	52	11	learner	learner	NOUN
futech-484	52	12	cognitive	cognitive	ADJ
futech-484	52	13	states	state	NOUN
futech-484	52	14	and	and	CCONJ
futech-484	52	15	dynamically	dynamically	ADV
futech-484	52	16	adjust	adjust	VERB
futech-484	52	17	instructional	instructional	ADJ
futech-484	52	18	elements	element	NOUN
futech-484	52	19	to	to	PART
futech-484	52	20	maintain	maintain	VERB
futech-484	52	21	optimal	optimal	ADJ
futech-484	52	22	load	load	NOUN
futech-484	52	23	.	.	PUNCT
futech-484	53	1	the	the	DET
futech-484	53	2	study	study	NOUN
futech-484	53	3	integrates	integrate	VERB
futech-484	53	4	cognitive	cognitive	ADJ
futech-484	53	5	load	load	NOUN
futech-484	53	6	theory	theory	NOUN
futech-484	53	7	with	with	ADP
futech-484	53	8	adaptive	adaptive	ADJ
futech-484	53	9	technologies	technology	NOUN
futech-484	53	10	to	to	PART
futech-484	53	11	create	create	VERB
futech-484	53	12	responsive	responsive	ADJ
futech-484	53	13	learning	learning	NOUN
futech-484	53	14	systems	system	NOUN
futech-484	53	15	capable	capable	ADJ
futech-484	53	16	of	of	ADP
futech-484	53	17	real	real	ADJ
futech-484	53	18	-	-	PUNCT
futech-484	53	19	time	time	NOUN
futech-484	53	20	cognitive	cognitive	ADJ
futech-484	53	21	state	state	NOUN
futech-484	53	22	detection	detection	NOUN
futech-484	53	23	and	and	CCONJ
futech-484	53	24	regulation	regulation	NOUN
futech-484	53	25	,	,	PUNCT
futech-484	53	26	addressing	address	VERB
futech-484	53	27	the	the	DET
futech-484	53	28	specific	specific	ADJ
futech-484	53	29	challenges	challenge	NOUN
futech-484	53	30	that	that	PRON
futech-484	53	31	emerge	emerge	VERB
futech-484	53	32	when	when	SCONJ
futech-484	53	33	traditional	traditional	ADJ
futech-484	53	34	educational	educational	ADJ
futech-484	53	35	support	support	NOUN
futech-484	53	36	structures	structure	NOUN
futech-484	53	37	are	be	AUX
futech-484	53	38	transformed	transform	VERB
futech-484	53	39	by	by	ADP
futech-484	53	40	policy	policy	NOUN
futech-484	53	41	reforms	reform	NOUN
futech-484	53	42	.	.	PUNCT
futech-484	54	1	the	the	DET
futech-484	54	2	research	research	NOUN
futech-484	54	3	contributes	contribute	VERB
futech-484	54	4	to	to	ADP
futech-484	54	5	advancing	advance	VERB
futech-484	54	6	personalized	personalize	VERB
futech-484	54	7	online	online	ADJ
futech-484	54	8	education	education	NOUN
futech-484	54	9	by	by	ADP
futech-484	54	10	establishing	establish	VERB
futech-484	54	11	evidence	evidence	NOUN
futech-484	54	12	-	-	PUNCT
futech-484	54	13	based	base	VERB
futech-484	54	14	methodologies	methodology	NOUN
futech-484	54	15	for	for	ADP
futech-484	54	16	optimizing	optimize	VERB
futech-484	54	17	cognitive	cognitive	ADJ
futech-484	54	18	experiences	experience	NOUN
futech-484	54	19	in	in	ADP
futech-484	54	20	digital	digital	ADJ
futech-484	54	21	learning	learning	NOUN
futech-484	54	22	environments	environment	NOUN
futech-484	54	23	,	,	PUNCT
futech-484	54	24	ultimately	ultimately	ADV
futech-484	54	25	supporting	support	VERB
futech-484	54	26	broader	broad	ADJ
futech-484	54	27	educational	educational	ADJ
futech-484	54	28	goals	goal	NOUN
futech-484	54	29	of	of	ADP
futech-484	54	30	equity	equity	NOUN
futech-484	54	31	and	and	CCONJ
futech-484	54	32	effectiveness	effectiveness	NOUN
futech-484	54	33	in	in	ADP
futech-484	54	34	technology	technology	NOUN
futech-484	54	35	-	-	PUNCT
futech-484	54	36	enhanced	enhance	VERB
futech-484	54	37	learning	learning	NOUN
futech-484	54	38	contexts	context	NOUN
futech-484	54	39	where	where	SCONJ
futech-484	54	40	learners	learner	NOUN
futech-484	54	41	must	must	AUX
futech-484	54	42	develop	develop	VERB
futech-484	54	43	greater	great	ADJ
futech-484	54	44	autonomy	autonomy	NOUN
futech-484	54	45	and	and	CCONJ
futech-484	54	46	self	self	NOUN
futech-484	54	47	-	-	PUNCT
futech-484	54	48	regulation	regulation	NOUN
futech-484	54	49	capabilities	capability	NOUN
futech-484	54	50	.	.	PUNCT
futech-484	55	1	2	2	X
futech-484	55	2	.	.	X
futech-484	55	3	data	datum	NOUN
futech-484	55	4	and	and	CCONJ
futech-484	55	5	methods	method	NOUN
futech-484	55	6	2.1	2.1	NUM
futech-484	55	7	theoretical	theoretical	ADJ
futech-484	55	8	framework	framework	NOUN
futech-484	55	9	and	and	CCONJ
futech-484	55	10	research	research	NOUN
futech-484	55	11	design	design	NOUN
futech-484	55	12	this	this	DET
futech-484	55	13	study	study	NOUN
futech-484	55	14	establishes	establish	VERB
futech-484	55	15	its	its	PRON
futech-484	55	16	theoretical	theoretical	ADJ
futech-484	55	17	foundation	foundation	NOUN
futech-484	55	18	on	on	ADP
futech-484	55	19	cognitive	cognitive	ADJ
futech-484	55	20	load	load	NOUN
futech-484	55	21	theory	theory	NOUN
futech-484	55	22	within	within	ADP
futech-484	55	23	digital	digital	ADJ
futech-484	55	24	learning	learning	NOUN
futech-484	55	25	environments	environment	NOUN
futech-484	55	26	,	,	PUNCT
futech-484	55	27	integrating	integrate	VERB
futech-484	55	28	empirical	empirical	ADJ
futech-484	55	29	insights	insight	NOUN
futech-484	55	30	from	from	ADP
futech-484	55	31	the	the	DET
futech-484	55	32	educational	educational	ADJ
futech-484	55	33	reform	reform	NOUN
futech-484	55	34	context	context	NOUN
futech-484	55	35	in	in	ADP
futech-484	55	36	dongcheng	dongcheng	PROPN
futech-484	55	37	district	district	NOUN
futech-484	55	38	.	.	PUNCT
futech-484	56	1	as	as	SCONJ
futech-484	56	2	illustrated	illustrate	VERB
futech-484	56	3	in	in	ADP
futech-484	56	4	figure	figure	NOUN
futech-484	56	5	1	1	NUM
futech-484	56	6	,	,	PUNCT
futech-484	56	7	cognitive	cognitive	ADJ
futech-484	56	8	load	load	NOUN
futech-484	56	9	theory	theory	NOUN
futech-484	56	10	encompasses	encompass	VERB
futech-484	56	11	three	three	NUM
futech-484	56	12	distinct	distinct	ADJ
futech-484	56	13	components	component	NOUN
futech-484	56	14	operating	operate	VERB
futech-484	56	15	within	within	ADP
futech-484	56	16	working	working	NOUN
futech-484	56	17	memory	memory	NOUN
futech-484	56	18	's	's	PART
futech-484	56	19	limited	limited	ADJ
futech-484	56	20	capacity	capacity	NOUN
futech-484	56	21	.	.	PUNCT
futech-484	57	1	intrinsic	intrinsic	ADJ
futech-484	57	2	cognitive	cognitive	ADJ
futech-484	57	3	load	load	NOUN
futech-484	57	4	arises	arise	VERB
futech-484	57	5	from	from	ADP
futech-484	57	6	the	the	DET
futech-484	57	7	inherent	inherent	ADJ
futech-484	57	8	complexity	complexity	NOUN
futech-484	57	9	of	of	ADP
futech-484	57	10	learning	learn	VERB
futech-484	57	11	materials	material	NOUN
futech-484	57	12	,	,	PUNCT
futech-484	57	13	element	element	NOUN
futech-484	57	14	interactivity	interactivity	NOUN
futech-484	57	15	,	,	PUNCT
futech-484	57	16	and	and	CCONJ
futech-484	57	17	prior	prior	ADJ
futech-484	57	18	knowledge	knowledge	NOUN
futech-484	57	19	requirements	requirement	NOUN
futech-484	57	20	,	,	PUNCT
futech-484	57	21	which	which	PRON
futech-484	57	22	directly	directly	ADV
futech-484	57	23	impact	impact	VERB
futech-484	57	24	learners	learner	NOUN
futech-484	57	25	'	'	PART
futech-484	57	26	information	information	NOUN
futech-484	57	27	processing	processing	NOUN
futech-484	57	28	capabilities	capability	NOUN
futech-484	57	29	in	in	ADP
futech-484	57	30	digital	digital	ADJ
futech-484	57	31	environments	environment	NOUN
futech-484	57	32	.	.	PUNCT
futech-484	58	1	extraneous	extraneous	ADJ
futech-484	58	2	cognitive	cognitive	ADJ
futech-484	58	3	load	load	NOUN
futech-484	58	4	emerges	emerge	VERB
futech-484	58	5	from	from	ADP
futech-484	58	6	suboptimal	suboptimal	ADJ
futech-484	58	7	interface	interface	NOUN
futech-484	58	8	design	design	NOUN
futech-484	58	9	,	,	PUNCT
futech-484	58	10	navigation	navigation	NOUN
futech-484	58	11	complexity	complexity	NOUN
futech-484	58	12	,	,	PUNCT
futech-484	58	13	and	and	CCONJ
futech-484	58	14	multimedia	multimedia	NOUN
futech-484	58	15	elements	element	NOUN
futech-484	58	16	that	that	PRON
futech-484	58	17	may	may	AUX
futech-484	58	18	impede	impede	VERB
futech-484	58	19	rather	rather	ADV
futech-484	58	20	than	than	ADP
futech-484	58	21	facilitate	facilitate	VERB
futech-484	58	22	learning	learning	NOUN
futech-484	58	23	processes	process	NOUN
futech-484	58	24	in	in	ADP
futech-484	58	25	online	online	ADJ
futech-484	58	26	platforms	platform	NOUN
futech-484	58	27	.	.	PUNCT
futech-484	59	1	germane	germane	ADJ
futech-484	59	2	cognitive	cognitive	ADJ
futech-484	59	3	load	load	NOUN
futech-484	59	4	represents	represent	VERB
futech-484	59	5	the	the	DET
futech-484	59	6	cognitive	cognitive	ADJ
futech-484	59	7	resources	resource	NOUN
futech-484	59	8	dedicated	dedicate	VERB
futech-484	59	9	to	to	PART
futech-484	59	10	schema	schema	VERB
futech-484	59	11	construction	construction	NOUN
futech-484	59	12	,	,	PUNCT
futech-484	59	13	knowledge	knowledge	NOUN
futech-484	59	14	integration	integration	NOUN
futech-484	59	15	,	,	PUNCT
futech-484	59	16	and	and	CCONJ
futech-484	59	17	skill	skill	NOUN
futech-484	59	18	transfer	transfer	NOUN
futech-484	59	19	,	,	PUNCT
futech-484	59	20	ultimately	ultimately	ADV
futech-484	59	21	contributing	contribute	VERB
futech-484	59	22	to	to	ADP
futech-484	59	23	meaningful	meaningful	ADJ
futech-484	59	24	learning	learning	NOUN
futech-484	59	25	outcomes	outcome	NOUN
futech-484	59	26	.	.	PUNCT
futech-484	60	1	the	the	DET
futech-484	60	2	theoretical	theoretical	ADJ
futech-484	60	3	framework	framework	NOUN
futech-484	60	4	illustrated	illustrate	VERB
futech-484	60	5	above	above	ADV
futech-484	60	6	requires	require	VERB
futech-484	60	7	careful	careful	ADJ
futech-484	60	8	consideration	consideration	NOUN
futech-484	60	9	of	of	ADP
futech-484	60	10	how	how	SCONJ
futech-484	60	11	learning	learn	VERB
futech-484	60	12	phases	phase	NOUN
futech-484	60	13	manifest	manifest	VERB
futech-484	60	14	differently	differently	ADV
futech-484	60	15	in	in	ADP
futech-484	60	16	digital	digital	ADJ
futech-484	60	17	contexts	contexts	NOUN
futech-484	60	18	.	.	PUNCT
futech-484	61	1	beyond	beyond	ADP
futech-484	61	2	acquiring	acquire	VERB
futech-484	61	3	and	and	CCONJ
futech-484	61	4	automating	automate	VERB
futech-484	61	5	knowledge	knowledge	NOUN
futech-484	61	6	,	,	PUNCT
futech-484	61	7	students	student	NOUN
futech-484	61	8	face	face	VERB
futech-484	61	9	particular	particular	ADJ
futech-484	61	10	complexity	complexity	NOUN
futech-484	61	11	at	at	ADP
futech-484	61	12	the	the	DET
futech-484	61	13	transfer	transfer	NOUN
futech-484	61	14	level	level	NOUN
futech-484	61	15	,	,	PUNCT
futech-484	61	16	where	where	SCONJ
futech-484	61	17	they	they	PRON
futech-484	61	18	tackle	tackle	VERB
futech-484	61	19	new	new	ADJ
futech-484	61	20	problems	problem	NOUN
futech-484	61	21	without	without	ADP
futech-484	61	22	the	the	DET
futech-484	61	23	tutoring	tutoring	NOUN
futech-484	61	24	support	support	NOUN
futech-484	61	25	that	that	PRON
futech-484	61	26	once	once	ADV
futech-484	61	27	guided	guide	VERB
futech-484	61	28	such	such	ADJ
futech-484	61	29	applications	application	NOUN
futech-484	61	30	.	.	PUNCT
futech-484	62	1	contemporary	contemporary	ADJ
futech-484	62	2	research	research	NOUN
futech-484	62	3	reveals	reveal	VERB
futech-484	62	4	how	how	SCONJ
futech-484	62	5	digital	digital	ADJ
futech-484	62	6	environments	environment	NOUN
futech-484	62	7	reshape	reshape	VERB
futech-484	62	8	cognitive	cognitive	ADJ
futech-484	62	9	load	load	NOUN
futech-484	62	10	dynamics	dynamic	NOUN
futech-484	62	11	[	[	X
futech-484	62	12	19	19	NUM
futech-484	62	13	]	]	PUNCT
futech-484	62	14	.	.	PUNCT
futech-484	63	1	in	in	ADP
futech-484	63	2	digital	digital	ADJ
futech-484	63	3	learning	learning	NOUN
futech-484	63	4	,	,	PUNCT
futech-484	63	5	students	student	NOUN
futech-484	63	6	juggle	juggle	VERB
futech-484	63	7	multiple	multiple	ADJ
futech-484	63	8	tasks	task	NOUN
futech-484	63	9	at	at	ADP
futech-484	63	10	once	once	ADV
futech-484	63	11	:	:	PUNCT
futech-484	63	12	navigating	navigate	VERB
futech-484	63	13	interfaces	interface	NOUN
futech-484	63	14	,	,	PUNCT
futech-484	63	15	understanding	understand	VERB
futech-484	63	16	content	content	NOUN
futech-484	63	17	,	,	PUNCT
futech-484	63	18	and	and	CCONJ
futech-484	63	19	managing	manage	VERB
futech-484	63	20	their	their	PRON
futech-484	63	21	own	own	ADJ
futech-484	63	22	learning	learning	NOUN
futech-484	63	23	process	process	NOUN
futech-484	63	24	.	.	PUNCT
futech-484	64	1	this	this	PRON
futech-484	64	2	creates	create	VERB
futech-484	64	3	overlapping	overlap	VERB
futech-484	64	4	cognitive	cognitive	ADJ
futech-484	64	5	demands	demand	NOUN
futech-484	64	6	that	that	SCONJ
futech-484	64	7	traditional	traditional	ADJ
futech-484	64	8	classrooms	classroom	NOUN
futech-484	64	9	rarely	rarely	ADV
futech-484	64	10	impose	impose	VERB
futech-484	64	11	[	[	PUNCT
futech-484	64	12	20	20	NUM
futech-484	64	13	]	]	PUNCT
futech-484	64	14	.	.	PUNCT
futech-484	65	1	this	this	DET
futech-484	65	2	approach	approach	NOUN
futech-484	65	3	shifts	shift	NOUN
futech-484	65	4	from	from	ADP
futech-484	65	5	taking	take	VERB
futech-484	65	6	snapshots	snapshot	NOUN
futech-484	65	7	of	of	ADP
futech-484	65	8	cognitive	cognitive	ADJ
futech-484	65	9	load	load	NOUN
futech-484	65	10	to	to	ADP
futech-484	65	11	following	follow	VERB
futech-484	65	12	its	its	PRON
futech-484	65	13	ups	up	NOUN
futech-484	65	14	and	and	CCONJ
futech-484	65	15	downs	down	NOUN
futech-484	65	16	throughout	throughout	ADP
futech-484	65	17	learning	learn	VERB
futech-484	65	18	sessions	session	NOUN
futech-484	65	19	,	,	PUNCT
futech-484	65	20	making	make	VERB
futech-484	65	21	it	it	PRON
futech-484	65	22	possible	possible	ADJ
futech-484	65	23	to	to	PART
futech-484	65	24	intervene	intervene	VERB
futech-484	65	25	early	early	ADV
futech-484	65	26	when	when	SCONJ
futech-484	65	27	students	student	NOUN
futech-484	65	28	start	start	VERB
futech-484	65	29	struggling	struggle	VERB
futech-484	65	30	.	.	PUNCT
futech-484	66	1	these	these	DET
futech-484	66	2	considerations	consideration	NOUN
futech-484	66	3	highlight	highlight	VERB
futech-484	66	4	why	why	SCONJ
futech-484	66	5	cognitive	cognitive	ADJ
futech-484	66	6	load	load	NOUN
futech-484	66	7	theory	theory	NOUN
futech-484	66	8	requires	require	VERB
futech-484	66	9	adaptation	adaptation	NOUN
futech-484	66	10	for	for	ADP
futech-484	66	11	digital	digital	ADJ
futech-484	66	12	contexts	context	NOUN
futech-484	66	13	,	,	PUNCT
futech-484	66	14	particularly	particularly	ADV
futech-484	66	15	to	to	PART
futech-484	66	16	address	address	VERB
futech-484	66	17	temporal	temporal	ADJ
futech-484	66	18	dynamics	dynamic	NOUN
futech-484	66	19	and	and	CCONJ
futech-484	66	20	concurrent	concurrent	ADJ
futech-484	66	21	cognitive	cognitive	ADJ
futech-484	66	22	demands	demand	NOUN
futech-484	66	23	.	.	PUNCT
futech-484	67	1	the	the	DET
futech-484	67	2	study	study	NOUN
futech-484	67	3	takes	take	VERB
futech-484	67	4	a	a	DET
futech-484	67	5	mixed	mixed	ADJ
futech-484	67	6	-	-	PUNCT
futech-484	67	7	methods	method	NOUN
futech-484	67	8	design	design	NOUN
futech-484	67	9	,	,	PUNCT
futech-484	67	10	integrating	integrate	VERB
futech-484	67	11	quantitative	quantitative	ADJ
futech-484	67	12	measures	measure	NOUN
futech-484	67	13	of	of	ADP
futech-484	67	14	cognitive	cognitive	ADJ
futech-484	67	15	load	load	NOUN
futech-484	67	16	using	use	VERB
futech-484	67	17	validated	validate	VERB
futech-484	67	18	tools	tool	NOUN
futech-484	67	19	and	and	CCONJ
futech-484	67	20	qualitative	qualitative	ADJ
futech-484	67	21	content	content	NOUN
futech-484	67	22	analysis	analysis	NOUN
futech-484	67	23	of	of	ADP
futech-484	67	24	learning	learn	VERB
futech-484	67	25	experience	experience	NOUN
futech-484	67	26	derived	derive	VERB
futech-484	67	27	from	from	ADP
futech-484	67	28	interviews	interview	NOUN
futech-484	67	29	and	and	CCONJ
futech-484	67	30	observational	observational	ADJ
futech-484	67	31	data	datum	NOUN
futech-484	67	32	.	.	PUNCT
futech-484	68	1	methodological	methodological	ADJ
futech-484	68	2	triangulation	triangulation	NOUN
futech-484	68	3	in	in	ADP
futech-484	68	4	this	this	DET
futech-484	68	5	way	way	NOUN
futech-484	68	6	allows	allow	VERB
futech-484	68	7	for	for	ADP
futech-484	68	8	in	in	ADP
futech-484	68	9	-	-	PUNCT
futech-484	68	10	depth	depth	NOUN
futech-484	68	11	scrutiny	scrutiny	NOUN
futech-484	68	12	of	of	ADP
futech-484	68	13	how	how	SCONJ
futech-484	68	14	intelligent	intelligent	ADJ
futech-484	68	15	regulation	regulation	NOUN
futech-484	68	16	mechanisms	mechanism	NOUN
futech-484	68	17	can	can	AUX
futech-484	68	18	streamline	streamline	VERB
futech-484	68	19	cognitive	cognitive	ADJ
futech-484	68	20	load	load	NOUN
futech-484	68	21	balance	balance	NOUN
futech-484	68	22	across	across	ADP
futech-484	68	23	the	the	DET
futech-484	68	24	three	three	NUM
futech-484	68	25	dimensions	dimension	NOUN
futech-484	68	26	[	[	X
futech-484	68	27	21	21	NUM
futech-484	68	28	]	]	PUNCT
futech-484	68	29	.	.	PUNCT
futech-484	69	1	a	a	DET
futech-484	69	2	quasi	quasi	ADJ
futech-484	69	3	-	-	ADJ
futech-484	69	4	experimental	experimental	ADJ
futech-484	69	5	design	design	NOUN
futech-484	69	6	assesses	assesse	NOUN
futech-484	69	7	learning	learn	VERB
futech-484	69	8	outcomes	outcome	NOUN
futech-484	69	9	preand	preand	VERB
futech-484	69	10	post	post	VERB
futech-484	69	11	the	the	DET
futech-484	69	12	introduction	introduction	NOUN
futech-484	69	13	of	of	ADP
futech-484	69	14	adaptive	adaptive	ADJ
futech-484	69	15	regulation	regulation	NOUN
futech-484	69	16	systems	system	NOUN
futech-484	69	17	with	with	ADP
futech-484	69	18	special	special	ADJ
futech-484	69	19	emphasis	emphasis	NOUN
futech-484	69	20	on	on	ADP
futech-484	69	21	individual	individual	ADJ
futech-484	69	22	differences	difference	NOUN
futech-484	69	23	in	in	ADP
futech-484	69	24	cognitive	cognitive	ADJ
futech-484	69	25	capacity	capacity	NOUN
futech-484	69	26	and	and	CCONJ
futech-484	69	27	learning	learn	VERB
futech-484	69	28	style	style	NOUN
futech-484	69	29	in	in	ADP
futech-484	69	30	the	the	DET
futech-484	69	31	target	target	NOUN
futech-484	69	32	study	study	NOUN
futech-484	69	33	population	population	NOUN
futech-484	69	34	.	.	PUNCT
futech-484	70	1	the	the	DET
futech-484	70	2	synthesis	synthesis	NOUN
futech-484	70	3	of	of	ADP
futech-484	70	4	real	real	ADJ
futech-484	70	5	-	-	PUNCT
futech-484	70	6	time	time	NOUN
futech-484	70	7	behavioral	behavioral	ADJ
futech-484	70	8	analytics	analytic	NOUN
futech-484	70	9	with	with	ADP
futech-484	70	10	performance	performance	NOUN
futech-484	70	11	data	datum	NOUN
futech-484	70	12	offers	offer	VERB
futech-484	70	13	strong	strong	ADJ
futech-484	70	14	evidence	evidence	NOUN
futech-484	70	15	for	for	ADP
futech-484	70	16	the	the	DET
futech-484	70	17	assessment	assessment	NOUN
futech-484	70	18	of	of	ADP
futech-484	70	19	intervention	intervention	ADJ
futech-484	70	20	effect	effect	NOUN
futech-484	70	21	while	while	SCONJ
futech-484	70	22	ensuring	ensure	VERB
futech-484	70	23	ecological	ecological	ADJ
futech-484	70	24	validity	validity	NOUN
futech-484	70	25	in	in	ADP
futech-484	70	26	natural	natural	ADJ
futech-484	70	27	educational	educational	ADJ
futech-484	70	28	settings	setting	NOUN
futech-484	70	29	.	.	PUNCT
futech-484	71	1	j.	j.	PROPN
futech-484	71	2	zhai	zhai	PROPN
futech-484	71	3	et	et	PROPN
futech-484	71	4	al	al	PROPN
futech-484	71	5	.	.	PROPN
futech-484	71	6	/future	/future	PUNCT
futech-484	71	7	technology	technology	PROPN
futech-484	71	8	november	november	PROPN
futech-484	71	9	2025|	2025|	NUM
futech-484	71	10	volume	volume	NOUN
futech-484	71	11	04	04	NUM
futech-484	72	1	|	|	ADV
futech-484	72	2	issue	issue	VERB
futech-484	72	3	04	04	NUM
futech-484	73	1	|	|	CCONJ
futech-484	73	2	pages	page	VERB
futech-484	73	3	205	205	NUM
futech-484	73	4	-	-	SYM
futech-484	73	5	215	215	NUM
futech-484	73	6	207	207	NUM
futech-484	73	7	2.2	2.2	NUM
futech-484	73	8	intelligent	intelligent	ADJ
futech-484	73	9	regulation	regulation	NOUN
futech-484	73	10	system	system	NOUN
futech-484	73	11	architecture	architecture	NOUN
futech-484	73	12	the	the	DET
futech-484	73	13	intelligent	intelligent	ADJ
futech-484	73	14	regulation	regulation	NOUN
futech-484	73	15	system	system	NOUN
futech-484	73	16	architecture	architecture	NOUN
futech-484	73	17	employs	employ	VERB
futech-484	73	18	a	a	DET
futech-484	73	19	three	three	NUM
futech-484	73	20	-	-	PUNCT
futech-484	73	21	tier	tier	NOUN
futech-484	73	22	framework	framework	NOUN
futech-484	73	23	for	for	ADP
futech-484	73	24	cognitive	cognitive	ADJ
futech-484	73	25	load	load	NOUN
futech-484	73	26	optimization	optimization	NOUN
futech-484	73	27	in	in	ADP
futech-484	73	28	digital	digital	ADJ
futech-484	73	29	learning	learning	NOUN
futech-484	73	30	environments	environment	NOUN
futech-484	73	31	.	.	PUNCT
futech-484	74	1	real	real	ADJ
futech-484	74	2	-	-	PUNCT
futech-484	74	3	time	time	NOUN
futech-484	74	4	monitoring	monitoring	NOUN
futech-484	74	5	mechanisms	mechanism	NOUN
futech-484	74	6	capture	capture	VERB
futech-484	74	7	multidimensional	multidimensional	ADJ
futech-484	74	8	behavioral	behavioral	ADJ
futech-484	74	9	indicators	indicator	NOUN
futech-484	74	10	through	through	ADP
futech-484	74	11	embedded	embed	VERB
futech-484	74	12	analytics	analytic	NOUN
futech-484	74	13	that	that	PRON
futech-484	74	14	track	track	VERB
futech-484	74	15	task	task	NOUN
futech-484	74	16	engagement	engagement	NOUN
futech-484	74	17	patterns	pattern	NOUN
futech-484	74	18	,	,	PUNCT
futech-484	74	19	response	response	NOUN
futech-484	74	20	latencies	latency	NOUN
futech-484	74	21	,	,	PUNCT
futech-484	74	22	and	and	CCONJ
futech-484	74	23	navigation	navigation	NOUN
futech-484	74	24	sequences	sequence	NOUN
futech-484	74	25	within	within	ADP
futech-484	74	26	the	the	DET
futech-484	74	27	learning	learning	NOUN
futech-484	74	28	platform	platform	NOUN
futech-484	74	29	.	.	PUNCT
futech-484	75	1	these	these	DET
futech-484	75	2	indicators	indicator	NOUN
futech-484	75	3	enable	enable	VERB
futech-484	75	4	algorithmic	algorithmic	ADJ
futech-484	75	5	detection	detection	NOUN
futech-484	75	6	of	of	ADP
futech-484	75	7	cognitive	cognitive	ADJ
futech-484	75	8	states	state	NOUN
futech-484	75	9	,	,	PUNCT
futech-484	75	10	including	include	VERB
futech-484	75	11	attention	attention	NOUN
futech-484	75	12	fluctuation	fluctuation	NOUN
futech-484	75	13	,	,	PUNCT
futech-484	75	14	fatigue	fatigue	NOUN
futech-484	75	15	onset	onset	NOUN
futech-484	75	16	,	,	PUNCT
futech-484	75	17	and	and	CCONJ
futech-484	75	18	comprehension	comprehension	NOUN
futech-484	75	19	difficulties	difficulty	NOUN
futech-484	75	20	,	,	PUNCT
futech-484	75	21	providing	provide	VERB
futech-484	75	22	continuous	continuous	ADJ
futech-484	75	23	assessment	assessment	NOUN
futech-484	75	24	beyond	beyond	ADP
futech-484	75	25	periodic	periodic	ADJ
futech-484	75	26	performance	performance	NOUN
futech-484	75	27	evaluations	evaluation	NOUN
futech-484	75	28	[	[	X
futech-484	75	29	22	22	NUM
futech-484	75	30	]	]	PUNCT
futech-484	75	31	.	.	PUNCT
futech-484	76	1	the	the	DET
futech-484	76	2	monitoring	monitoring	NOUN
futech-484	76	3	infrastructure	infrastructure	NOUN
futech-484	76	4	processes	process	VERB
futech-484	76	5	streaming	streaming	NOUN
futech-484	76	6	data	datum	NOUN
futech-484	76	7	through	through	ADP
futech-484	76	8	edge	edge	NOUN
futech-484	76	9	computing	compute	VERB
futech-484	76	10	nodes	node	NOUN
futech-484	76	11	to	to	PART
futech-484	76	12	minimize	minimize	VERB
futech-484	76	13	latency	latency	NOUN
futech-484	76	14	,	,	PUNCT
futech-484	76	15	ensuring	ensure	VERB
futech-484	76	16	timely	timely	ADJ
futech-484	76	17	intervention	intervention	NOUN
futech-484	76	18	when	when	SCONJ
futech-484	76	19	cognitive	cognitive	ADJ
futech-484	76	20	overload	overload	NOUN
futech-484	76	21	indicators	indicator	NOUN
futech-484	76	22	emerge	emerge	VERB
futech-484	76	23	.	.	PUNCT
futech-484	77	1	the	the	DET
futech-484	77	2	adaptive	adaptive	ADJ
futech-484	77	3	regulation	regulation	NOUN
futech-484	77	4	algorithms	algorithm	NOUN
futech-484	77	5	utilize	utilize	VERB
futech-484	77	6	learner	learner	NOUN
futech-484	77	7	profiles	profile	NOUN
futech-484	77	8	constructed	construct	VERB
futech-484	77	9	from	from	ADP
futech-484	77	10	behavioral	behavioral	ADJ
futech-484	77	11	patterns	pattern	NOUN
futech-484	77	12	and	and	CCONJ
futech-484	77	13	socioeconomic	socioeconomic	ADJ
futech-484	77	14	stratifications	stratification	NOUN
futech-484	77	15	identified	identify	VERB
futech-484	77	16	in	in	ADP
futech-484	77	17	the	the	DET
futech-484	77	18	dongcheng	dongcheng	PROPN
futech-484	77	19	district	district	PROPN
futech-484	77	20	study	study	NOUN
futech-484	77	21	,	,	PUNCT
futech-484	77	22	where	where	SCONJ
futech-484	77	23	students	student	NOUN
futech-484	77	24	'	'	PART
futech-484	77	25	adaptation	adaptation	NOUN
futech-484	77	26	to	to	PART
futech-484	77	27	reduced	reduce	VERB
futech-484	77	28	tutoring	tutoring	NOUN
futech-484	77	29	support	support	NOUN
futech-484	77	30	revealed	reveal	VERB
futech-484	77	31	distinct	distinct	ADJ
futech-484	77	32	cognitive	cognitive	ADJ
futech-484	77	33	load	load	NOUN
futech-484	77	34	patterns	pattern	NOUN
futech-484	77	35	across	across	ADP
futech-484	77	36	different	different	ADJ
futech-484	77	37	demographic	demographic	ADJ
futech-484	77	38	groups	group	NOUN
futech-484	77	39	.	.	PUNCT
futech-484	78	1	the	the	DET
futech-484	78	2	system	system	NOUN
futech-484	78	3	implements	implement	VERB
futech-484	78	4	hierarchical	hierarchical	ADJ
futech-484	78	5	difficulty	difficulty	NOUN
futech-484	78	6	adjustment	adjustment	NOUN
futech-484	78	7	through	through	ADP
futech-484	78	8	content	content	NOUN
futech-484	78	9	decomposition	decomposition	NOUN
futech-484	78	10	strategies	strategy	NOUN
futech-484	78	11	that	that	PRON
futech-484	78	12	segment	segment	VERB
futech-484	78	13	complex	complex	ADJ
futech-484	78	14	materials	material	NOUN
futech-484	78	15	into	into	ADP
futech-484	78	16	cognitively	cognitively	ADV
futech-484	78	17	manageable	manageable	ADJ
futech-484	78	18	units	unit	NOUN
futech-484	78	19	,	,	PUNCT
futech-484	78	20	with	with	ADP
futech-484	78	21	granularity	granularity	NOUN
futech-484	78	22	determined	determine	VERB
futech-484	78	23	by	by	ADP
futech-484	78	24	real	real	ADJ
futech-484	78	25	-	-	PUNCT
futech-484	78	26	time	time	NOUN
futech-484	78	27	performance	performance	NOUN
futech-484	78	28	feedback	feedback	NOUN
futech-484	78	29	[	[	X
futech-484	78	30	23	23	NUM
futech-484	78	31	]	]	PUNCT
futech-484	78	32	.	.	PUNCT
futech-484	79	1	reinforcement	reinforcement	NOUN
futech-484	79	2	learning	learning	NOUN
futech-484	79	3	works	work	VERB
futech-484	79	4	well	well	ADV
futech-484	79	5	for	for	ADP
futech-484	79	6	personalized	personalized	ADJ
futech-484	79	7	pathways	pathway	NOUN
futech-484	79	8	since	since	SCONJ
futech-484	79	9	q	q	NOUN
futech-484	79	10	-	-	PUNCT
futech-484	79	11	learning	learning	NOUN
futech-484	79	12	can	can	AUX
futech-484	79	13	balance	balance	VERB
futech-484	79	14	familiar	familiar	ADJ
futech-484	79	15	and	and	CCONJ
futech-484	79	16	challenging	challenging	ADJ
futech-484	79	17	content	content	NOUN
futech-484	79	18	as	as	SCONJ
futech-484	79	19	students	student	NOUN
futech-484	79	20	progress	progress	VERB
futech-484	79	21	.	.	PUNCT
futech-484	80	1	this	this	DET
futech-484	80	2	adaptive	adaptive	ADJ
futech-484	80	3	approach	approach	NOUN
futech-484	80	4	avoids	avoid	VERB
futech-484	80	5	the	the	DET
futech-484	80	6	need	need	NOUN
futech-484	80	7	for	for	ADP
futech-484	80	8	pre	pre	ADJ
futech-484	80	9	-	-	ADJ
futech-484	80	10	labeled	labeled	ADJ
futech-484	80	11	data	datum	NOUN
futech-484	80	12	that	that	PRON
futech-484	80	13	limits	limit	VERB
futech-484	80	14	supervised	supervised	ADJ
futech-484	80	15	methods	method	NOUN
futech-484	80	16	.	.	PUNCT
futech-484	81	1	the	the	DET
futech-484	81	2	scaffolding	scaffolding	NOUN
futech-484	81	3	engine	engine	NOUN
futech-484	81	4	generates	generate	VERB
futech-484	81	5	contextual	contextual	ADJ
futech-484	81	6	support	support	NOUN
futech-484	81	7	through	through	ADP
futech-484	81	8	natural	natural	ADJ
futech-484	81	9	language	language	NOUN
futech-484	81	10	processing	processing	NOUN
futech-484	81	11	,	,	PUNCT
futech-484	81	12	delivering	deliver	VERB
futech-484	81	13	explanations	explanation	NOUN
futech-484	81	14	,	,	PUNCT
futech-484	81	15	hints	hint	NOUN
futech-484	81	16	,	,	PUNCT
futech-484	81	17	and	and	CCONJ
futech-484	81	18	worked	work	VERB
futech-484	81	19	examples	example	NOUN
futech-484	81	20	calibrated	calibrate	VERB
futech-484	81	21	to	to	PART
futech-484	81	22	momentary	momentary	ADJ
futech-484	81	23	comprehension	comprehension	NOUN
futech-484	81	24	gaps	gap	NOUN
futech-484	81	25	identified	identify	VERB
futech-484	81	26	through	through	ADP
futech-484	81	27	error	error	NOUN
futech-484	81	28	pattern	pattern	NOUN
futech-484	81	29	analysis	analysis	NOUN
futech-484	81	30	.	.	PUNCT
futech-484	82	1	multimodal	multimodal	ADJ
futech-484	82	2	data	datum	NOUN
futech-484	82	3	fusion	fusion	NOUN
futech-484	82	4	integrates	integrate	NOUN
futech-484	82	5	disparate	disparate	ADJ
futech-484	82	6	information	information	NOUN
futech-484	82	7	streams	stream	VERB
futech-484	82	8	through	through	ADP
futech-484	82	9	ensemble	ensemble	ADJ
futech-484	82	10	learning	learning	NOUN
futech-484	82	11	methods	method	NOUN
futech-484	82	12	that	that	PRON
futech-484	82	13	synthesize	synthesize	VERB
futech-484	82	14	behavioral	behavioral	ADJ
futech-484	82	15	,	,	PUNCT
futech-484	82	16	performance	performance	NOUN
futech-484	82	17	,	,	PUNCT
futech-484	82	18	and	and	CCONJ
futech-484	82	19	self	self	NOUN
futech-484	82	20	-	-	PUNCT
futech-484	82	21	reported	report	VERB
futech-484	82	22	indicators	indicator	NOUN
futech-484	82	23	into	into	ADP
futech-484	82	24	unified	unified	ADJ
futech-484	82	25	cognitive	cognitive	ADJ
futech-484	82	26	load	load	NOUN
futech-484	82	27	estimates	estimate	NOUN
futech-484	82	28	.	.	PUNCT
futech-484	83	1	the	the	DET
futech-484	83	2	fusion	fusion	NOUN
futech-484	83	3	architecture	architecture	NOUN
futech-484	83	4	employs	employ	VERB
futech-484	83	5	temporal	temporal	ADJ
futech-484	83	6	convolutional	convolutional	ADJ
futech-484	83	7	networks	network	NOUN
futech-484	83	8	to	to	PART
futech-484	83	9	capture	capture	VERB
futech-484	83	10	time	time	NOUN
futech-484	83	11	-	-	PUNCT
futech-484	83	12	dependent	dependent	ADJ
futech-484	83	13	patterns	pattern	NOUN
futech-484	83	14	in	in	ADP
futech-484	83	15	clickstream	clickstream	NOUN
futech-484	83	16	data	datum	NOUN
futech-484	83	17	,	,	PUNCT
futech-484	83	18	while	while	SCONJ
futech-484	83	19	attention	attention	NOUN
futech-484	83	20	mechanisms	mechanism	NOUN
futech-484	83	21	weight	weight	VERB
futech-484	83	22	the	the	DET
futech-484	83	23	relative	relative	ADJ
futech-484	83	24	importance	importance	NOUN
futech-484	83	25	of	of	ADP
futech-484	83	26	different	different	ADJ
futech-484	83	27	modalities	modality	NOUN
futech-484	83	28	based	base	VERB
futech-484	83	29	on	on	ADP
futech-484	83	30	task	task	NOUN
futech-484	83	31	characteristics	characteristic	NOUN
futech-484	83	32	[	[	X
futech-484	83	33	24	24	NUM
futech-484	83	34	]	]	PUNCT
futech-484	83	35	.	.	PUNCT
futech-484	84	1	for	for	ADP
futech-484	84	2	processing	process	VERB
futech-484	84	3	lengthy	lengthy	ADJ
futech-484	84	4	clickstream	clickstream	NOUN
futech-484	84	5	data	datum	NOUN
futech-484	84	6	,	,	PUNCT
futech-484	84	7	tcns	tcns	NOUN
futech-484	84	8	work	work	NOUN
futech-484	84	9	better	well	ADV
futech-484	84	10	than	than	ADP
futech-484	84	11	recurrent	recurrent	ADJ
futech-484	84	12	networks	network	NOUN
futech-484	84	13	.	.	PUNCT
futech-484	85	1	they	they	PRON
futech-484	85	2	avoid	avoid	VERB
futech-484	85	3	the	the	DET
futech-484	85	4	memory	memory	NOUN
futech-484	85	5	fade	fade	NOUN
futech-484	85	6	that	that	PRON
futech-484	85	7	occurs	occur	VERB
futech-484	85	8	when	when	SCONJ
futech-484	85	9	lstms	lstms	PROPN
futech-484	85	10	attempt	attempt	VERB
futech-484	85	11	to	to	PART
futech-484	85	12	recall	recall	VERB
futech-484	85	13	patterns	pattern	NOUN
futech-484	85	14	from	from	ADP
futech-484	85	15	hours	hour	NOUN
futech-484	85	16	earlier	early	ADV
futech-484	85	17	in	in	ADP
futech-484	85	18	a	a	DET
futech-484	85	19	learning	learning	NOUN
futech-484	85	20	session	session	NOUN
futech-484	85	21	.	.	PUNCT
futech-484	86	1	performance	performance	NOUN
futech-484	86	2	metrics	metric	NOUN
futech-484	86	3	incorporate	incorporate	VERB
futech-484	86	4	the	the	DET
futech-484	86	5	assessment	assessment	NOUN
futech-484	86	6	framework	framework	NOUN
futech-484	86	7	established	establish	VERB
futech-484	86	8	in	in	ADP
futech-484	86	9	the	the	DET
futech-484	86	10	parent	parent	NOUN
futech-484	86	11	study	study	NOUN
futech-484	86	12	,	,	PUNCT
futech-484	86	13	enabling	enable	VERB
futech-484	86	14	direct	direct	ADJ
futech-484	86	15	comparison	comparison	NOUN
futech-484	86	16	with	with	ADP
futech-484	86	17	traditional	traditional	ADJ
futech-484	86	18	learning	learning	NOUN
futech-484	86	19	outcomes	outcome	NOUN
futech-484	86	20	.	.	PUNCT
futech-484	87	1	self	self	NOUN
futech-484	87	2	-	-	PUNCT
futech-484	87	3	report	report	NOUN
futech-484	87	4	instruments	instrument	NOUN
futech-484	87	5	embedded	embed	VERB
futech-484	87	6	within	within	ADP
futech-484	87	7	the	the	DET
futech-484	87	8	platform	platform	NOUN
futech-484	87	9	collect	collect	VERB
futech-484	87	10	subjective	subjective	ADJ
futech-484	87	11	cognitive	cognitive	ADJ
futech-484	87	12	load	load	NOUN
futech-484	87	13	ratings	rating	NOUN
futech-484	87	14	through	through	ADP
futech-484	87	15	validated	validate	VERB
futech-484	87	16	scales	scale	NOUN
futech-484	87	17	,	,	PUNCT
futech-484	87	18	providing	provide	VERB
futech-484	87	19	calibration	calibration	NOUN
futech-484	87	20	points	point	NOUN
futech-484	87	21	for	for	ADP
futech-484	87	22	algorithmic	algorithmic	ADJ
futech-484	87	23	predictions	prediction	NOUN
futech-484	87	24	.	.	PUNCT
futech-484	88	1	this	this	DET
futech-484	88	2	comprehensive	comprehensive	ADJ
futech-484	88	3	approach	approach	NOUN
futech-484	88	4	enables	enable	VERB
futech-484	88	5	nuanced	nuanced	ADJ
futech-484	88	6	detection	detection	NOUN
futech-484	88	7	of	of	ADP
futech-484	88	8	cognitive	cognitive	ADJ
futech-484	88	9	states	state	NOUN
futech-484	88	10	that	that	PRON
futech-484	88	11	inform	inform	VERB
futech-484	88	12	intervention	intervention	NOUN
futech-484	88	13	timing	timing	NOUN
futech-484	88	14	and	and	CCONJ
futech-484	88	15	intensity	intensity	NOUN
futech-484	88	16	,	,	PUNCT
futech-484	88	17	particularly	particularly	ADV
futech-484	88	18	crucial	crucial	ADJ
futech-484	88	19	for	for	ADP
futech-484	88	20	learners	learner	NOUN
futech-484	88	21	adapting	adapt	VERB
futech-484	88	22	to	to	ADP
futech-484	88	23	reduced	reduce	VERB
futech-484	88	24	external	external	ADJ
futech-484	88	25	support	support	NOUN
futech-484	88	26	structures	structure	NOUN
futech-484	88	27	in	in	ADP
futech-484	88	28	the	the	DET
futech-484	88	29	post	post	ADJ
futech-484	88	30	-	-	ADJ
futech-484	88	31	reform	reform	ADJ
futech-484	88	32	educational	educational	ADJ
futech-484	88	33	landscape	landscape	NOUN
futech-484	88	34	.	.	PUNCT
futech-484	89	1	this	this	PRON
futech-484	89	2	parallels	parallel	VERB
futech-484	89	3	how	how	SCONJ
futech-484	89	4	cognitive	cognitive	ADJ
futech-484	89	5	load	load	NOUN
futech-484	89	6	theory	theory	NOUN
futech-484	89	7	describes	describe	VERB
futech-484	89	8	human	human	ADJ
futech-484	89	9	learning	learning	NOUN
futech-484	89	10	—	—	PUNCT
futech-484	89	11	multiple	multiple	ADJ
futech-484	89	12	information	information	NOUN
futech-484	89	13	streams	stream	NOUN
futech-484	89	14	processed	process	VERB
futech-484	89	15	separately	separately	ADV
futech-484	89	16	,	,	PUNCT
futech-484	89	17	then	then	ADV
futech-484	89	18	integrated	integrate	VERB
futech-484	89	19	.	.	PUNCT
futech-484	90	1	the	the	DET
futech-484	90	2	algorithms	algorithm	NOUN
futech-484	90	3	essentially	essentially	ADV
futech-484	90	4	mimic	mimic	VERB
futech-484	90	5	this	this	DET
futech-484	90	6	natural	natural	ADJ
futech-484	90	7	process	process	NOUN
futech-484	90	8	,	,	PUNCT
futech-484	90	9	handling	handle	VERB
futech-484	90	10	intrinsic	intrinsic	ADJ
futech-484	90	11	cognitive	cognitive	ADJ
futech-484	90	12	load	load	NOUN
futech-484	90	13	·	·	SYM
futech-484	90	14	content	content	NOUN
futech-484	90	15	complexity	complexity	NOUN
futech-484	90	16	·	·	SYM
futech-484	90	17	element	element	NOUN
futech-484	90	18	interactivity	interactivity	NOUN
futech-484	90	19	·	·	PUNCT
futech-484	90	20	prior	prior	ADJ
futech-484	90	21	knowledge	knowledge	NOUN
futech-484	90	22	·	·	SYM
futech-484	90	23	task	task	NOUN
futech-484	90	24	difficulty	difficulty	NOUN
futech-484	90	25	extraneous	extraneous	ADJ
futech-484	90	26	cognitive	cognitive	ADJ
futech-484	90	27	load	load	NOUN
futech-484	90	28	·	·	SYM
futech-484	90	29	interface	interface	NOUN
futech-484	90	30	design	design	NOUN
futech-484	90	31	·	·	SYM
futech-484	90	32	navigation	navigation	NOUN
futech-484	90	33	complexity	complexity	NOUN
futech-484	90	34	·	·	PUNCT
futech-484	90	35	remote	remote	ADJ
futech-484	90	36	interaction	interaction	NOUN
futech-484	90	37	·	·	SYM
futech-484	90	38	multimedia	multimedia	NOUN
futech-484	90	39	elements	element	NOUN
futech-484	90	40	germane	germane	VERB
futech-484	90	41	cognitive	cognitive	ADJ
futech-484	90	42	load	load	NOUN
futech-484	90	43	·	·	SYM
futech-484	90	44	schema	schema	NOUN
futech-484	90	45	construction	construction	NOUN
futech-484	90	46	·	·	SYM
futech-484	90	47	knowledge	knowledge	NOUN
futech-484	90	48	integration	integration	NOUN
futech-484	90	49	·	·	SYM
futech-484	90	50	skill	skill	NOUN
futech-484	90	51	transfer	transfer	NOUN
futech-484	90	52	·	·	SYM
futech-484	90	53	automation	automation	NOUN
futech-484	90	54	processes	process	NOUN
futech-484	90	55	working	working	NOUN
futech-484	90	56	memory	memory	NOUN
futech-484	90	57	limited	limit	VERB
futech-484	90	58	capacity	capacity	NOUN
futech-484	90	59	cognitive	cognitive	ADJ
futech-484	90	60	load	load	NOUN
futech-484	90	61	theory	theory	NOUN
futech-484	90	62	in	in	ADP
futech-484	90	63	digital	digital	ADJ
futech-484	90	64	learning	learning	NOUN
futech-484	90	65	environments	environment	NOUN
futech-484	90	66	digital	digital	ADJ
futech-484	90	67	learning	learn	VERB
futech-484	90	68	environment	environment	NOUN
futech-484	90	69	context	context	NOUN
futech-484	90	70	figure	figure	NOUN
futech-484	90	71	1	1	NUM
futech-484	90	72	.	.	PUNCT
futech-484	90	73	theoretical	theoretical	ADJ
futech-484	90	74	framework	framework	NOUN
futech-484	90	75	of	of	ADP
futech-484	90	76	cognitive	cognitive	ADJ
futech-484	90	77	load	load	NOUN
futech-484	90	78	components	component	NOUN
futech-484	90	79	in	in	ADP
futech-484	90	80	digital	digital	ADJ
futech-484	90	81	learning	learning	NOUN
futech-484	90	82	environments	environment	NOUN
futech-484	91	1	j.	j.	PROPN
futech-484	91	2	zhai	zhai	PROPN
futech-484	91	3	et	et	PROPN
futech-484	91	4	al	al	PROPN
futech-484	91	5	.	.	PROPN
futech-484	91	6	/future	/future	PUNCT
futech-484	91	7	technology	technology	PROPN
futech-484	91	8	november	november	PROPN
futech-484	91	9	2025|	2025|	NUM
futech-484	91	10	volume	volume	NOUN
futech-484	91	11	04	04	NUM
futech-484	92	1	|	|	ADV
futech-484	92	2	issue	issue	VERB
futech-484	92	3	04	04	NUM
futech-484	93	1	|	|	CCONJ
futech-484	93	2	pages	page	VERB
futech-484	93	3	205	205	NUM
futech-484	93	4	-	-	SYM
futech-484	93	5	215	215	NUM
futech-484	93	6	208	208	NUM
futech-484	93	7	different	different	ADJ
futech-484	93	8	data	datum	NOUN
futech-484	93	9	types	type	NOUN
futech-484	93	10	through	through	ADP
futech-484	93	11	specialized	specialized	ADJ
futech-484	93	12	methods	method	NOUN
futech-484	93	13	before	before	ADP
futech-484	93	14	combining	combine	VERB
futech-484	93	15	results	result	NOUN
futech-484	93	16	.	.	PUNCT
futech-484	94	1	table	table	NOUN
futech-484	94	2	1	1	NUM
futech-484	94	3	shows	show	VERB
futech-484	94	4	how	how	SCONJ
futech-484	94	5	different	different	ADJ
futech-484	94	6	algorithms	algorithm	NOUN
futech-484	94	7	performed	perform	VERB
futech-484	94	8	during	during	ADP
futech-484	94	9	testing	testing	NOUN
futech-484	94	10	,	,	PUNCT
futech-484	94	11	which	which	PRON
futech-484	94	12	led	lead	VERB
futech-484	94	13	to	to	ADP
futech-484	94	14	choosing	choose	VERB
futech-484	94	15	the	the	DET
futech-484	94	16	ensemble	ensemble	ADJ
futech-484	94	17	method	method	NOUN
futech-484	94	18	.	.	PUNCT
futech-484	95	1	the	the	DET
futech-484	95	2	ensemble	ensemble	ADJ
futech-484	95	3	combining	combine	VERB
futech-484	95	4	rl	rl	ADP
futech-484	95	5	's	's	PART
futech-484	95	6	adaptive	adaptive	ADJ
futech-484	95	7	decisions	decision	NOUN
futech-484	95	8	,	,	PUNCT
futech-484	95	9	tcn	tcn	PROPN
futech-484	95	10	's	's	PART
futech-484	95	11	temporal	temporal	ADJ
futech-484	95	12	patterns	pattern	NOUN
futech-484	95	13	,	,	PUNCT
futech-484	95	14	and	and	CCONJ
futech-484	95	15	gradient	gradient	ADJ
futech-484	95	16	boosting	boosting	NOUN
futech-484	95	17	's	's	PART
futech-484	95	18	error	error	NOUN
futech-484	95	19	correction	correction	NOUN
futech-484	95	20	achieved	achieve	VERB
futech-484	95	21	the	the	DET
futech-484	95	22	best	good	ADJ
futech-484	95	23	balance	balance	NOUN
futech-484	95	24	across	across	ADP
futech-484	95	25	all	all	DET
futech-484	95	26	metrics	metric	NOUN
futech-484	95	27	,	,	PUNCT
futech-484	95	28	justifying	justify	VERB
futech-484	95	29	the	the	DET
futech-484	95	30	additional	additional	ADJ
futech-484	95	31	complexity	complexity	NOUN
futech-484	95	32	.	.	PUNCT
futech-484	96	1	table	table	NOUN
futech-484	96	2	1	1	NUM
futech-484	96	3	.	.	PUNCT
futech-484	97	1	algorithm	algorithm	NOUN
futech-484	97	2	performance	performance	NOUN
futech-484	97	3	comparison	comparison	NOUN
futech-484	97	4	method	method	NOUN
futech-484	97	5	accuracy	accuracy	NOUN
futech-484	97	6	latency	latency	NOUN
futech-484	97	7	adaptability	adaptability	NOUN
futech-484	97	8	q	q	NOUN
futech-484	97	9	-	-	PUNCT
futech-484	97	10	learning	learn	VERB
futech-484	97	11	(	(	PUNCT
futech-484	97	12	rl	rl	NOUN
futech-484	97	13	)	)	PUNCT
futech-484	97	14	86.7	86.7	NUM
futech-484	97	15	%	%	NOUN
futech-484	97	16	241ms	241ms	NOUN
futech-484	97	17	0.92	0.92	NUM
futech-484	97	18	random	random	ADJ
futech-484	97	19	forest	forest	NOUN
futech-484	97	20	82.1	82.1	NUM
futech-484	97	21	%	%	NOUN
futech-484	97	22	178ms	178ms	PROPN
futech-484	97	23	0.71	0.71	NUM
futech-484	97	24	lstm	lstm	NOUN
futech-484	97	25	87.9	87.9	NUM
futech-484	97	26	%	%	NOUN
futech-484	97	27	423ms	423ms	NOUN
futech-484	97	28	0.78	0.78	NUM
futech-484	97	29	ensemble	ensemble	ADJ
futech-484	97	30	(	(	PUNCT
futech-484	97	31	adopted	adopt	VERB
futech-484	97	32	)	)	PUNCT
futech-484	97	33	88.3	88.3	NUM
futech-484	97	34	%	%	NOUN
futech-484	97	35	267ms	267ms	PROPN
futech-484	97	36	0.89	0.89	NUM
futech-484	97	37	model	model	NOUN
futech-484	97	38	validation	validation	NOUN
futech-484	97	39	employed	employ	VERB
futech-484	97	40	stratified	stratify	VERB
futech-484	97	41	5	5	NUM
futech-484	97	42	-	-	ADJ
futech-484	97	43	fold	fold	ADJ
futech-484	97	44	crossvalidation	crossvalidation	NOUN
futech-484	97	45	,	,	PUNCT
futech-484	97	46	where	where	SCONJ
futech-484	97	47	each	each	DET
futech-484	97	48	fold	fold	NOUN
futech-484	97	49	served	serve	VERB
futech-484	97	50	as	as	ADP
futech-484	97	51	a	a	DET
futech-484	97	52	validation	validation	NOUN
futech-484	97	53	set	set	VERB
futech-484	97	54	once	once	ADV
futech-484	97	55	,	,	PUNCT
futech-484	97	56	while	while	SCONJ
futech-484	97	57	the	the	DET
futech-484	97	58	remaining	remain	VERB
futech-484	97	59	80	80	NUM
futech-484	97	60	%	%	NOUN
futech-484	97	61	was	be	AUX
futech-484	97	62	used	use	VERB
futech-484	97	63	for	for	ADP
futech-484	97	64	training	training	NOUN
futech-484	97	65	.	.	PUNCT
futech-484	98	1	after	after	ADP
futech-484	98	2	selecting	select	VERB
futech-484	98	3	the	the	DET
futech-484	98	4	best	good	ADJ
futech-484	98	5	model	model	NOUN
futech-484	98	6	through	through	ADP
futech-484	98	7	cross	cross	NOUN
futech-484	98	8	-	-	NOUN
futech-484	98	9	validation	validation	ADJ
futech-484	98	10	,	,	PUNCT
futech-484	98	11	the	the	DET
futech-484	98	12	final	final	ADJ
futech-484	98	13	performance	performance	NOUN
futech-484	98	14	was	be	AUX
futech-484	98	15	evaluated	evaluate	VERB
futech-484	98	16	on	on	ADP
futech-484	98	17	a	a	DET
futech-484	98	18	held	hold	VERB
futech-484	98	19	-	-	PUNCT
futech-484	98	20	out	out	ADP
futech-484	98	21	test	test	NOUN
futech-484	98	22	set	set	NOUN
futech-484	98	23	(	(	PUNCT
futech-484	98	24	15	15	NUM
futech-484	98	25	%	%	NOUN
futech-484	98	26	of	of	ADP
futech-484	98	27	the	the	DET
futech-484	98	28	total	total	ADJ
futech-484	98	29	data	datum	NOUN
futech-484	98	30	)	)	PUNCT
futech-484	98	31	.	.	PUNCT
futech-484	99	1	2.3	2.3	NUM
futech-484	99	2	data	data	NOUN
futech-484	99	3	collection	collection	NOUN
futech-484	99	4	and	and	CCONJ
futech-484	99	5	analytical	analytical	ADJ
futech-484	99	6	procedures	procedure	NOUN
futech-484	99	7	the	the	DET
futech-484	99	8	data	data	NOUN
futech-484	99	9	collection	collection	NOUN
futech-484	99	10	protocol	protocol	NOUN
futech-484	99	11	builds	build	VERB
futech-484	99	12	upon	upon	SCONJ
futech-484	99	13	the	the	DET
futech-484	99	14	foundational	foundational	ADJ
futech-484	99	15	dataset	dataset	NOUN
futech-484	99	16	from	from	ADP
futech-484	99	17	the	the	DET
futech-484	99	18	double	double	ADJ
futech-484	99	19	reduction	reduction	NOUN
futech-484	99	20	policy	policy	NOUN
futech-484	99	21	impact	impact	NOUN
futech-484	99	22	study	study	NOUN
futech-484	99	23	,	,	PUNCT
futech-484	99	24	which	which	PRON
futech-484	99	25	documented	document	VERB
futech-484	99	26	tutoring	tutoring	NOUN
futech-484	99	27	participation	participation	NOUN
futech-484	99	28	declining	decline	VERB
futech-484	99	29	from	from	ADP
futech-484	99	30	75	75	NUM
futech-484	99	31	%	%	NOUN
futech-484	99	32	to	to	PART
futech-484	99	33	40	40	NUM
futech-484	99	34	%	%	NOUN
futech-484	99	35	and	and	CCONJ
futech-484	99	36	family	family	NOUN
futech-484	99	37	education	education	NOUN
futech-484	99	38	spending	spending	NOUN
futech-484	99	39	averaging	average	VERB
futech-484	99	40	30	30	NUM
futech-484	99	41	%	%	NOUN
futech-484	99	42	of	of	ADP
futech-484	99	43	household	household	NOUN
futech-484	99	44	income	income	NOUN
futech-484	99	45	.	.	PUNCT
futech-484	100	1	this	this	DET
futech-484	100	2	dramatic	dramatic	ADJ
futech-484	100	3	shift	shift	NOUN
futech-484	100	4	in	in	ADP
futech-484	100	5	educational	educational	ADJ
futech-484	100	6	support	support	NOUN
futech-484	100	7	patterns	pattern	NOUN
futech-484	100	8	provides	provide	VERB
futech-484	100	9	the	the	DET
futech-484	100	10	context	context	NOUN
futech-484	100	11	for	for	ADP
futech-484	100	12	examining	examine	VERB
futech-484	100	13	how	how	SCONJ
futech-484	100	14	intelligent	intelligent	ADJ
futech-484	100	15	cognitive	cognitive	ADJ
futech-484	100	16	load	load	NOUN
futech-484	100	17	regulation	regulation	NOUN
futech-484	100	18	can	can	AUX
futech-484	100	19	address	address	VERB
futech-484	100	20	emerging	emerge	VERB
futech-484	100	21	learning	learning	NOUN
futech-484	100	22	challenges	challenge	NOUN
futech-484	100	23	.	.	PUNCT
futech-484	101	1	as	as	SCONJ
futech-484	101	2	shown	show	VERB
futech-484	101	3	in	in	ADP
futech-484	101	4	table	table	NOUN
futech-484	101	5	2	2	NUM
futech-484	101	6	,	,	PUNCT
futech-484	101	7	the	the	DET
futech-484	101	8	research	research	NOUN
futech-484	101	9	maintains	maintain	VERB
futech-484	101	10	the	the	DET
futech-484	101	11	original	original	ADJ
futech-484	101	12	sample	sample	NOUN
futech-484	101	13	of	of	ADP
futech-484	101	14	320	320	NUM
futech-484	101	15	students	student	NOUN
futech-484	101	16	across	across	ADP
futech-484	101	17	grades	grade	NOUN
futech-484	101	18	4	4	NUM
futech-484	101	19	-	-	SYM
futech-484	101	20	9	9	NUM
futech-484	101	21	.	.	PUNCT
futech-484	102	1	the	the	DET
futech-484	102	2	multidimensional	multidimensional	ADJ
futech-484	102	3	assessment	assessment	NOUN
futech-484	102	4	framework	framework	NOUN
futech-484	102	5	incorporates	incorporate	VERB
futech-484	102	6	insights	insight	NOUN
futech-484	102	7	from	from	ADP
futech-484	102	8	the	the	DET
futech-484	102	9	initial	initial	ADJ
futech-484	102	10	double	double	ADJ
futech-484	102	11	reduction	reduction	NOUN
futech-484	102	12	policy	policy	NOUN
futech-484	102	13	evaluation	evaluation	NOUN
futech-484	102	14	(	(	PUNCT
futech-484	102	15	50	50	NUM
futech-484	102	16	parents	parent	NOUN
futech-484	102	17	and	and	CCONJ
futech-484	102	18	20	20	NUM
futech-484	102	19	educators	educator	NOUN
futech-484	102	20	from	from	ADP
futech-484	102	21	the	the	DET
futech-484	102	22	original	original	ADJ
futech-484	102	23	dongcheng	dongcheng	NOUN
futech-484	102	24	district	district	NOUN
futech-484	102	25	study	study	NOUN
futech-484	102	26	)	)	PUNCT
futech-484	102	27	,	,	PUNCT
futech-484	102	28	which	which	PRON
futech-484	102	29	was	be	AUX
futech-484	102	30	later	later	ADV
futech-484	102	31	expanded	expand	VERB
futech-484	102	32	to	to	PART
futech-484	102	33	include	include	VERB
futech-484	102	34	280	280	NUM
futech-484	102	35	parents	parent	NOUN
futech-484	102	36	and	and	CCONJ
futech-484	102	37	45	45	NUM
futech-484	102	38	teachers	teacher	NOUN
futech-484	102	39	during	during	ADP
futech-484	102	40	the	the	DET
futech-484	102	41	six	six	NUM
futech-484	102	42	-	-	PUNCT
futech-484	102	43	month	month	NOUN
futech-484	102	44	intelligent	intelligent	ADJ
futech-484	102	45	system	system	NOUN
futech-484	102	46	implementation	implementation	NOUN
futech-484	102	47	phase	phase	NOUN
futech-484	102	48	to	to	PART
futech-484	102	49	track	track	VERB
futech-484	102	50	adaptation	adaptation	NOUN
futech-484	102	51	patterns	pattern	NOUN
futech-484	102	52	in	in	ADP
futech-484	102	53	the	the	DET
futech-484	102	54	post	post	ADJ
futech-484	102	55	-	-	ADJ
futech-484	102	56	tutoring	tutoring	ADJ
futech-484	102	57	era	era	NOUN
futech-484	102	58	.	.	PUNCT
futech-484	103	1	the	the	DET
futech-484	103	2	multidimensional	multidimensional	ADJ
futech-484	103	3	assessment	assessment	NOUN
futech-484	103	4	framework	framework	NOUN
futech-484	103	5	incorporates	incorporate	VERB
futech-484	103	6	the	the	DET
futech-484	103	7	nasa	nasa	PROPN
futech-484	103	8	task	task	NOUN
futech-484	103	9	load	load	NOUN
futech-484	103	10	index	index	NOUN
futech-484	103	11	adapted	adapt	VERB
futech-484	103	12	for	for	ADP
futech-484	103	13	e	e	NOUN
futech-484	103	14	-	-	ADJ
futech-484	103	15	learning	learning	ADJ
futech-484	103	16	environments	environment	NOUN
futech-484	103	17	,	,	PUNCT
futech-484	103	18	which	which	PRON
futech-484	103	19	demonstrates	demonstrate	VERB
futech-484	103	20	robust	robust	ADJ
futech-484	103	21	psychometric	psychometric	ADJ
futech-484	103	22	properties	property	NOUN
futech-484	103	23	for	for	ADP
futech-484	103	24	measuring	measure	VERB
futech-484	103	25	cognitive	cognitive	ADJ
futech-484	103	26	load	load	NOUN
futech-484	103	27	across	across	ADP
futech-484	103	28	six	six	NUM
futech-484	103	29	dimensions	dimension	NOUN
futech-484	103	30	,	,	PUNCT
futech-484	103	31	including	include	VERB
futech-484	103	32	mental	mental	ADJ
futech-484	103	33	demand	demand	NOUN
futech-484	103	34	,	,	PUNCT
futech-484	103	35	physical	physical	ADJ
futech-484	103	36	demand	demand	NOUN
futech-484	103	37	,	,	PUNCT
futech-484	103	38	temporal	temporal	ADJ
futech-484	103	39	demand	demand	NOUN
futech-484	103	40	,	,	PUNCT
futech-484	103	41	performance	performance	NOUN
futech-484	103	42	,	,	PUNCT
futech-484	103	43	effort	effort	NOUN
futech-484	103	44	,	,	PUNCT
futech-484	103	45	and	and	CCONJ
futech-484	103	46	frustration	frustration	NOUN
futech-484	103	47	levels	level	NOUN
futech-484	103	48	.	.	PUNCT
futech-484	104	1	while	while	SCONJ
futech-484	104	2	the	the	DET
futech-484	104	3	nasatlx	nasatlx	NOUN
futech-484	104	4	was	be	AUX
futech-484	104	5	adapted	adapt	VERB
futech-484	104	6	for	for	ADP
futech-484	104	7	digital	digital	ADJ
futech-484	104	8	display	display	NOUN
futech-484	104	9	,	,	PUNCT
futech-484	104	10	its	its	PRON
futech-484	104	11	core	core	NOUN
futech-484	104	12	items	item	NOUN
futech-484	104	13	remained	remain	VERB
futech-484	104	14	unchanged	unchanged	ADJ
futech-484	104	15	.	.	PUNCT
futech-484	105	1	previous	previous	ADJ
futech-484	105	2	implementations	implementation	NOUN
futech-484	105	3	in	in	ADP
futech-484	105	4	similar	similar	ADJ
futech-484	105	5	e	e	NOUN
futech-484	105	6	-	-	ADJ
futech-484	105	7	learning	learning	ADJ
futech-484	105	8	contexts	context	NOUN
futech-484	105	9	reported	report	VERB
futech-484	105	10	strong	strong	ADJ
futech-484	105	11	reliability	reliability	NOUN
futech-484	105	12	(	(	PUNCT
futech-484	105	13	α	α	X
futech-484	105	14	>	>	X
futech-484	105	15	0.85	0.85	NUM
futech-484	105	16	)	)	PUNCT
futech-484	106	1	[	[	X
futech-484	106	2	25	25	NUM
futech-484	106	3	]	]	PUNCT
futech-484	106	4	,	,	PUNCT
futech-484	106	5	supporting	support	VERB
futech-484	106	6	its	its	PRON
futech-484	106	7	use	use	NOUN
futech-484	106	8	without	without	ADP
futech-484	106	9	redundant	redundant	ADJ
futech-484	106	10	revalidation	revalidation	NOUN
futech-484	106	11	.	.	PUNCT
futech-484	107	1	data	datum	NOUN
futech-484	107	2	collection	collection	NOUN
futech-484	107	3	occurred	occur	VERB
futech-484	107	4	in	in	ADP
futech-484	107	5	three	three	NUM
futech-484	107	6	phases	phase	NOUN
futech-484	107	7	aligned	align	VERB
futech-484	107	8	with	with	ADP
futech-484	107	9	the	the	DET
futech-484	107	10	academic	academic	ADJ
futech-484	107	11	calendar	calendar	NOUN
futech-484	107	12	,	,	PUNCT
futech-484	107	13	capturing	capture	VERB
futech-484	107	14	baseline	baseline	ADJ
futech-484	107	15	measurements	measurement	NOUN
futech-484	107	16	,	,	PUNCT
futech-484	107	17	mid	mid	ADJ
futech-484	107	18	-	-	ADJ
futech-484	107	19	term	term	NOUN
futech-484	107	20	adjustments	adjustment	NOUN
futech-484	107	21	,	,	PUNCT
futech-484	107	22	and	and	CCONJ
futech-484	107	23	end	end	NOUN
futech-484	107	24	-	-	PUNCT
futech-484	107	25	of	of	ADP
futech-484	107	26	-	-	PUNCT
futech-484	107	27	year	year	NOUN
futech-484	107	28	outcomes	outcome	NOUN
futech-484	107	29	.	.	PUNCT
futech-484	108	1	students	student	NOUN
futech-484	108	2	completed	complete	VERB
futech-484	108	3	cognitive	cognitive	ADJ
futech-484	108	4	load	load	NOUN
futech-484	108	5	assessments	assessment	NOUN
futech-484	108	6	immediately	immediately	ADV
futech-484	108	7	following	follow	VERB
futech-484	108	8	digital	digital	ADJ
futech-484	108	9	learning	learning	NOUN
futech-484	108	10	sessions	session	NOUN
futech-484	108	11	,	,	PUNCT
futech-484	108	12	ensuring	ensure	VERB
futech-484	108	13	ecological	ecological	ADJ
futech-484	108	14	validity	validity	NOUN
futech-484	108	15	of	of	ADP
futech-484	108	16	self	self	NOUN
futech-484	108	17	-	-	PUNCT
futech-484	108	18	reported	report	VERB
futech-484	108	19	measures	measure	NOUN
futech-484	108	20	.	.	PUNCT
futech-484	109	1	the	the	DET
futech-484	109	2	protocol	protocol	NOUN
futech-484	109	3	tracked	track	VERB
futech-484	109	4	engagement	engagement	NOUN
futech-484	109	5	patterns	pattern	NOUN
futech-484	109	6	averaging	average	VERB
futech-484	109	7	4.37	4.37	NUM
futech-484	109	8	hours	hour	NOUN
futech-484	109	9	per	per	ADP
futech-484	109	10	week	week	NOUN
futech-484	109	11	of	of	ADP
futech-484	109	12	platform	platform	NOUN
futech-484	109	13	usage	usage	NOUN
futech-484	109	14	,	,	PUNCT
futech-484	109	15	revealing	reveal	VERB
futech-484	109	16	substantial	substantial	ADJ
futech-484	109	17	variation	variation	NOUN
futech-484	109	18	across	across	ADP
futech-484	109	19	socioeconomic	socioeconomic	ADJ
futech-484	109	20	strata	strata	NOUN
futech-484	109	21	identified	identify	VERB
futech-484	109	22	in	in	ADP
futech-484	109	23	the	the	DET
futech-484	109	24	parent	parent	NOUN
futech-484	109	25	study	study	NOUN
futech-484	109	26	.	.	PUNCT
futech-484	110	1	semi	semi	ADJ
futech-484	110	2	-	-	ADJ
futech-484	110	3	structured	structured	ADJ
futech-484	110	4	interviews	interview	NOUN
futech-484	110	5	with	with	ADP
futech-484	110	6	parents	parent	NOUN
futech-484	110	7	explored	explore	VERB
futech-484	110	8	perceptions	perception	NOUN
futech-484	110	9	of	of	ADP
futech-484	110	10	their	their	PRON
futech-484	110	11	children	child	NOUN
futech-484	110	12	's	's	PART
futech-484	110	13	adaptation	adaptation	NOUN
futech-484	110	14	to	to	PART
futech-484	110	15	reduced	reduce	VERB
futech-484	110	16	tutoring	tutoring	NOUN
futech-484	110	17	support	support	NOUN
futech-484	110	18	,	,	PUNCT
futech-484	110	19	while	while	SCONJ
futech-484	110	20	educator	educator	NOUN
futech-484	110	21	observations	observation	NOUN
futech-484	110	22	documented	document	VERB
futech-484	110	23	classroom	classroom	NOUN
futech-484	110	24	manifestations	manifestation	NOUN
futech-484	110	25	of	of	ADP
futech-484	110	26	cognitive	cognitive	ADJ
futech-484	110	27	load	load	NOUN
futech-484	110	28	during	during	ADP
futech-484	110	29	technology	technology	NOUN
futech-484	110	30	-	-	PUNCT
futech-484	110	31	mediated	mediate	VERB
futech-484	110	32	instruction	instruction	NOUN
futech-484	110	33	[	[	X
futech-484	110	34	26	26	NUM
futech-484	110	35	]	]	PUNCT
futech-484	110	36	.	.	PUNCT
futech-484	111	1	table	table	NOUN
futech-484	111	2	2	2	NUM
futech-484	111	3	.	.	PUNCT
futech-484	111	4	participant	participant	ADJ
futech-484	111	5	demographics	demographic	NOUN
futech-484	111	6	and	and	CCONJ
futech-484	111	7	data	datum	NOUN
futech-484	111	8	analysis	analysis	NOUN
futech-484	111	9	methods	method	NOUN
futech-484	111	10	characteristic	characteristic	ADJ
futech-484	111	11	students	student	NOUN
futech-484	111	12	(	(	PUNCT
futech-484	111	13	n=320	n=320	NOUN
futech-484	111	14	)	)	PUNCT
futech-484	111	15	parents	parent	NOUN
futech-484	111	16	(	(	PUNCT
futech-484	111	17	n=50	n=50	ADJ
futech-484	111	18	)	)	PUNCT
futech-484	111	19	educators	educator	NOUN
futech-484	111	20	(	(	PUNCT
futech-484	111	21	n=20	n=20	NOUN
futech-484	111	22	)	)	PUNCT
futech-484	111	23	analysis	analysis	NOUN
futech-484	111	24	method	method	NOUN
futech-484	111	25	grade	grade	NOUN
futech-484	111	26	level	level	NOUN
futech-484	111	27	4	4	NUM
futech-484	111	28	-	-	SYM
futech-484	111	29	9	9	NUM
futech-484	111	30	(	(	PUNCT
futech-484	111	31	m=6.7	m=6.7	ADJ
futech-484	111	32	,	,	PUNCT
futech-484	111	33	sd=1.5	sd=1.5	NOUN
futech-484	111	34	)	)	PUNCT
futech-484	111	35	descriptive	descriptive	ADJ
futech-484	111	36	statistics	statistic	NOUN
futech-484	111	37	socioeconomic	socioeconomic	ADJ
futech-484	111	38	status	status	NOUN
futech-484	111	39	low	low	ADJ
futech-484	111	40	:	:	PUNCT
futech-484	111	41	31.6	31.6	NUM
futech-484	111	42	%	%	NOUN
futech-484	111	43	,	,	PUNCT
futech-484	111	44	middle	middle	ADJ
futech-484	111	45	:	:	PUNCT
futech-484	111	46	43.1	43.1	NUM
futech-484	111	47	%	%	NOUN
futech-484	111	48	,	,	PUNCT
futech-484	111	49	high	high	ADJ
futech-484	111	50	:	:	PUNCT
futech-484	111	51	25.3	25.3	NUM
futech-484	111	52	%	%	NOUN
futech-484	111	53	low	low	ADJ
futech-484	111	54	:	:	PUNCT
futech-484	111	55	32.0	32.0	NUM
futech-484	111	56	%	%	NOUN
futech-484	111	57	,	,	PUNCT
futech-484	111	58	middle	middle	ADJ
futech-484	111	59	:	:	PUNCT
futech-484	111	60	42.0	42.0	NUM
futech-484	111	61	%	%	NOUN
futech-484	111	62	,	,	PUNCT
futech-484	111	63	high	high	ADJ
futech-484	111	64	:	:	PUNCT
futech-484	111	65	26.0	26.0	NUM
futech-484	111	66	%	%	NOUN
futech-484	111	67	stratified	stratify	VERB
futech-484	111	68	analysis	analysis	NOUN
futech-484	111	69	prior	prior	ADV
futech-484	111	70	tutoring	tutor	VERB
futech-484	111	71	participation	participation	NOUN
futech-484	111	72	73.4	73.4	NUM
futech-484	111	73	%	%	NOUN
futech-484	111	74	(	(	PUNCT
futech-484	111	75	n=235	n=235	NUM
futech-484	111	76	)	)	PUNCT
futech-484	111	77	92.0	92.0	NUM
futech-484	111	78	%	%	NOUN
futech-484	111	79	involved	involve	VERB
futech-484	111	80	95.0	95.0	NUM
futech-484	111	81	%	%	NOUN
futech-484	111	82	observed	observe	VERB
futech-484	111	83	chi	chi	ADJ
futech-484	111	84	-	-	PUNCT
futech-484	111	85	square	square	ADJ
futech-484	111	86	test	test	NOUN
futech-484	111	87	cognitive	cognitive	ADJ
futech-484	111	88	load	load	NOUN
futech-484	111	89	measurement	measurement	PROPN
futech-484	111	90	nasa	nasa	PROPN
futech-484	111	91	-	-	PUNCT
futech-484	111	92	tlx	tlx	PROPN
futech-484	111	93	for	for	ADP
futech-484	111	94	elearning	elearning	PROPN
futech-484	111	95	(	(	PUNCT
futech-484	111	96	n=312	n=312	PROPN
futech-484	111	97	complete	complete	ADJ
futech-484	111	98	)	)	PUNCT
futech-484	111	99	semistructured	semistructure	VERB
futech-484	111	100	interviews	interview	NOUN
futech-484	111	101	classroom	classroom	NOUN
futech-484	111	102	observation	observation	NOUN
futech-484	111	103	protocol	protocol	NOUN
futech-484	111	104	mixedmethods	mixedmethod	NOUN
futech-484	111	105	analysis	analysis	VERB
futech-484	111	106	digital	digital	ADJ
futech-484	111	107	learning	learning	NOUN
futech-484	111	108	engagement	engagement	NOUN
futech-484	111	109	4.37	4.37	NUM
futech-484	111	110	hrs	hrs	NOUN
futech-484	111	111	/	/	SYM
futech-484	111	112	week	week	NOUN
futech-484	111	113	(	(	PUNCT
futech-484	111	114	sd=1.42	sd=1.42	NOUN
futech-484	111	115	,	,	PUNCT
futech-484	111	116	range	range	NOUN
futech-484	111	117	:	:	PUNCT
futech-484	111	118	1.58.2	1.58.2	NUM
futech-484	111	119	)	)	PUNCT
futech-484	111	120	timeseries	timeserie	NOUN
futech-484	111	121	analysis	analysis	NOUN
futech-484	111	122	academic	academic	ADJ
futech-484	111	123	performance	performance	NOUN
futech-484	111	124	standardized	standardize	VERB
futech-484	111	125	test	test	NOUN
futech-484	111	126	scores	score	NOUN
futech-484	111	127	(	(	PUNCT
futech-484	111	128	pre	pre	ADJ
futech-484	111	129	/	/	SYM
futech-484	111	130	post	post	ADJ
futech-484	111	131	)	)	PUNCT
futech-484	111	132	repeated	repeat	VERB
futech-484	111	133	measures	measure	NOUN
futech-484	111	134	anova	anova	PROPN
futech-484	111	135	note	note	NOUN
futech-484	111	136	:	:	PUNCT
futech-484	111	137	data	datum	NOUN
futech-484	111	138	collected	collect	VERB
futech-484	111	139	between	between	ADP
futech-484	111	140	september	september	PROPN
futech-484	111	141	2021	2021	NUM
futech-484	111	142	and	and	CCONJ
futech-484	111	143	june	june	PROPN
futech-484	111	144	2022	2022	NUM
futech-484	111	145	,	,	PUNCT
futech-484	111	146	building	build	VERB
futech-484	111	147	upon	upon	SCONJ
futech-484	111	148	the	the	DET
futech-484	111	149	original	original	ADJ
futech-484	111	150	double	double	ADJ
futech-484	111	151	reduction	reduction	NOUN
futech-484	111	152	policy	policy	NOUN
futech-484	111	153	impact	impact	NOUN
futech-484	111	154	study	study	NOUN
futech-484	111	155	.	.	PUNCT
futech-484	112	1	nasa	nasa	PROPN
futech-484	112	2	-	-	PUNCT
futech-484	112	3	tlx	tlx	PROPN
futech-484	112	4	=	=	SYM
futech-484	112	5	national	national	ADJ
futech-484	112	6	aeronautics	aeronautic	NOUN
futech-484	112	7	and	and	CCONJ
futech-484	112	8	space	space	PROPN
futech-484	112	9	administration	administration	PROPN
futech-484	112	10	task	task	PROPN
futech-484	112	11	load	load	PROPN
futech-484	112	12	index	index	PROPN
futech-484	112	13	,	,	PUNCT
futech-484	112	14	adapted	adapt	VERB
futech-484	112	15	for	for	ADP
futech-484	112	16	educational	educational	ADJ
futech-484	112	17	contexts	context	NOUN
futech-484	112	18	to	to	PART
futech-484	112	19	measure	measure	VERB
futech-484	112	20	cognitive	cognitive	ADJ
futech-484	112	21	load	load	NOUN
futech-484	112	22	in	in	ADP
futech-484	112	23	digital	digital	ADJ
futech-484	112	24	learning	learning	NOUN
futech-484	112	25	environments	environment	NOUN
futech-484	112	26	.	.	PUNCT
futech-484	113	1	analytical	analytical	ADJ
futech-484	113	2	procedures	procedure	NOUN
futech-484	113	3	employ	employ	VERB
futech-484	113	4	hierarchical	hierarchical	ADJ
futech-484	113	5	linear	linear	NOUN
futech-484	113	6	modeling	model	VERB
futech-484	113	7	nested	nest	VERB
futech-484	113	8	students	student	NOUN
futech-484	113	9	within	within	ADP
futech-484	113	10	classrooms	classroom	NOUN
futech-484	113	11	within	within	ADP
futech-484	113	12	schools	school	NOUN
futech-484	113	13	,	,	PUNCT
futech-484	113	14	controlling	control	VERB
futech-484	113	15	for	for	ADP
futech-484	113	16	individual	individual	ADJ
futech-484	113	17	(	(	PUNCT
futech-484	113	18	prior	prior	ADJ
futech-484	113	19	performance	performance	NOUN
futech-484	113	20	,	,	PUNCT
futech-484	113	21	device	device	NOUN
futech-484	113	22	access	access	NOUN
futech-484	113	23	)	)	PUNCT
futech-484	113	24	,	,	PUNCT
futech-484	113	25	classroom	classroom	NOUN
futech-484	113	26	(	(	PUNCT
futech-484	113	27	technology	technology	NOUN
futech-484	113	28	infrastructure	infrastructure	NOUN
futech-484	113	29	)	)	PUNCT
futech-484	113	30	,	,	PUNCT
futech-484	113	31	and	and	CCONJ
futech-484	113	32	school	school	NOUN
futech-484	113	33	-	-	PUNCT
futech-484	113	34	level	level	NOUN
futech-484	113	35	(	(	PUNCT
futech-484	113	36	socioeconomic	socioeconomic	ADJ
futech-484	113	37	composition	composition	NOUN
futech-484	113	38	)	)	PUNCT
futech-484	113	39	variables	variable	NOUN
futech-484	113	40	.	.	PUNCT
futech-484	114	1	propensity	propensity	NOUN
futech-484	114	2	score	score	NOUN
futech-484	114	3	matching	match	VERB
futech-484	114	4	balanced	balanced	ADJ
futech-484	114	5	comparison	comparison	NOUN
futech-484	114	6	groups	group	NOUN
futech-484	114	7	,	,	PUNCT
futech-484	114	8	while	while	SCONJ
futech-484	114	9	sensitivity	sensitivity	NOUN
futech-484	114	10	analyses	analysis	NOUN
futech-484	114	11	confirmed	confirm	VERB
futech-484	114	12	robustness	robustness	NOUN
futech-484	114	13	.	.	PUNCT
futech-484	115	1	the	the	DET
futech-484	115	2	mixed	mix	VERB
futech-484	115	3	-	-	PUNCT
futech-484	115	4	methods	method	NOUN
futech-484	115	5	approach	approach	NOUN
futech-484	115	6	integrates	integrate	VERB
futech-484	115	7	quantitative	quantitative	ADJ
futech-484	115	8	metrics	metric	NOUN
futech-484	115	9	from	from	ADP
futech-484	115	10	standardized	standardized	ADJ
futech-484	115	11	assessments	assessment	NOUN
futech-484	115	12	with	with	ADP
futech-484	115	13	thematic	thematic	ADJ
futech-484	115	14	analysis	analysis	NOUN
futech-484	115	15	of	of	ADP
futech-484	115	16	qualitative	qualitative	ADJ
futech-484	115	17	data	datum	NOUN
futech-484	115	18	,	,	PUNCT
futech-484	115	19	enabling	enable	VERB
futech-484	115	20	triangulation	triangulation	NOUN
futech-484	115	21	of	of	ADP
futech-484	115	22	cognitive	cognitive	ADJ
futech-484	115	23	load	load	NOUN
futech-484	115	24	indicators	indicator	NOUN
futech-484	115	25	.	.	PUNCT
futech-484	116	1	machine	machine	NOUN
futech-484	116	2	learning	learn	VERB
futech-484	116	3	algorithms	algorithm	NOUN
futech-484	116	4	process	process	VERB
futech-484	116	5	behavioral	behavioral	ADJ
futech-484	116	6	trace	trace	NOUN
futech-484	116	7	data	datum	NOUN
futech-484	116	8	to	to	PART
futech-484	116	9	identify	identify	VERB
futech-484	116	10	patterns	pattern	NOUN
futech-484	116	11	predictive	predictive	ADJ
futech-484	116	12	of	of	ADP
futech-484	116	13	cognitive	cognitive	ADJ
futech-484	116	14	overload	overload	NOUN
futech-484	116	15	,	,	PUNCT
futech-484	116	16	though	though	SCONJ
futech-484	116	17	human	human	ADJ
futech-484	116	18	judgment	judgment	NOUN
futech-484	116	19	remains	remain	VERB
futech-484	116	20	central	central	ADJ
futech-484	116	21	to	to	ADP
futech-484	116	22	intervention	intervention	NOUN
futech-484	116	23	decisions	decision	NOUN
futech-484	116	24	.	.	PUNCT
futech-484	117	1	statistical	statistical	ADJ
futech-484	117	2	analyses	analysis	NOUN
futech-484	117	3	control	control	NOUN
futech-484	117	4	for	for	ADP
futech-484	117	5	prior	prior	ADJ
futech-484	117	6	tutoring	tutor	VERB
futech-484	117	7	participation	participation	NOUN
futech-484	117	8	rates	rate	NOUN
futech-484	117	9	and	and	CCONJ
futech-484	117	10	socioeconomic	socioeconomic	ADJ
futech-484	117	11	factors	factor	NOUN
futech-484	117	12	,	,	PUNCT
futech-484	117	13	ensuring	ensure	VERB
futech-484	117	14	that	that	SCONJ
futech-484	117	15	observed	observed	ADJ
futech-484	117	16	effects	effect	NOUN
futech-484	117	17	reflect	reflect	VERB
futech-484	117	18	genuine	genuine	ADJ
futech-484	117	19	cognitive	cognitive	ADJ
futech-484	117	20	load	load	NOUN
futech-484	117	21	variations	variation	NOUN
futech-484	117	22	rather	rather	ADV
futech-484	117	23	than	than	ADP
futech-484	117	24	confounding	confound	VERB
futech-484	117	25	variables	variable	NOUN
futech-484	117	26	inherent	inherent	ADJ
futech-484	117	27	in	in	ADP
futech-484	117	28	the	the	DET
futech-484	117	29	post	post	ADJ
futech-484	117	30	-	-	ADJ
futech-484	117	31	policy	policy	ADJ
futech-484	117	32	educational	educational	ADJ
futech-484	117	33	landscape	landscape	NOUN
futech-484	117	34	.	.	PUNCT
futech-484	118	1	given	give	VERB
futech-484	118	2	the	the	DET
futech-484	118	3	sensitive	sensitive	ADJ
futech-484	118	4	nature	nature	NOUN
futech-484	118	5	of	of	ADP
futech-484	118	6	collecting	collect	VERB
futech-484	118	7	cognitive	cognitive	ADJ
futech-484	118	8	and	and	CCONJ
futech-484	118	9	behavioral	behavioral	ADJ
futech-484	118	10	data	datum	NOUN
futech-484	118	11	from	from	ADP
futech-484	118	12	minors	minor	NOUN
futech-484	118	13	,	,	PUNCT
futech-484	118	14	ethical	ethical	ADJ
futech-484	118	15	considerations	consideration	NOUN
futech-484	118	16	were	be	AUX
futech-484	118	17	paramount	paramount	ADJ
futech-484	118	18	throughout	throughout	ADP
futech-484	118	19	the	the	DET
futech-484	118	20	study	study	NOUN
futech-484	118	21	.	.	PUNCT
futech-484	119	1	working	work	VERB
futech-484	119	2	with	with	ADP
futech-484	119	3	underage	underage	ADJ
futech-484	119	4	students	student	NOUN
futech-484	119	5	meant	mean	VERB
futech-484	119	6	taking	take	VERB
futech-484	119	7	extra	extra	ADJ
futech-484	119	8	precautions	precaution	NOUN
futech-484	119	9	.	.	PUNCT
futech-484	120	1	the	the	DET
futech-484	120	2	consent	consent	NOUN
futech-484	120	3	process	process	NOUN
futech-484	120	4	involved	involve	VERB
futech-484	120	5	parents	parent	NOUN
futech-484	120	6	first	first	ADV
futech-484	120	7	,	,	PUNCT
futech-484	120	8	then	then	ADV
futech-484	120	9	students	student	NOUN
futech-484	120	10	separately	separately	ADV
futech-484	120	11	.	.	PUNCT
futech-484	121	1	data	datum	NOUN
futech-484	121	2	security	security	NOUN
futech-484	121	3	went	go	VERB
futech-484	121	4	beyond	beyond	ADP
futech-484	121	5	basics	basic	NOUN
futech-484	121	6	with	with	ADP
futech-484	121	7	facial	facial	ADJ
futech-484	121	8	data	datum	NOUN
futech-484	121	9	processed	process	VERB
futech-484	121	10	and	and	CCONJ
futech-484	121	11	deleted	delete	VERB
futech-484	121	12	within	within	ADP
futech-484	121	13	hours	hour	NOUN
futech-484	121	14	.	.	PUNCT
futech-484	122	1	parents	parent	NOUN
futech-484	122	2	could	could	AUX
futech-484	122	3	review	review	VERB
futech-484	122	4	their	their	PRON
futech-484	122	5	child	child	NOUN
futech-484	122	6	's	's	PART
futech-484	122	7	participation	participation	NOUN
futech-484	122	8	anytime	anytime	ADV
futech-484	122	9	,	,	PUNCT
futech-484	122	10	while	while	SCONJ
futech-484	122	11	built	build	VERB
futech-484	122	12	-	-	PUNCT
futech-484	122	13	in	in	ADP
futech-484	122	14	alerts	alert	NOUN
futech-484	122	15	caught	catch	VERB
futech-484	122	16	signs	sign	NOUN
futech-484	122	17	of	of	ADP
futech-484	122	18	academic	academic	ADJ
futech-484	122	19	or	or	CCONJ
futech-484	122	20	emotional	emotional	ADJ
futech-484	122	21	strain	strain	NOUN
futech-484	122	22	.	.	PUNCT
futech-484	123	1	j.	j.	PROPN
futech-484	123	2	zhai	zhai	PROPN
futech-484	123	3	et	et	PROPN
futech-484	123	4	al	al	PROPN
futech-484	123	5	.	.	PROPN
futech-484	123	6	/future	/future	PUNCT
futech-484	123	7	technology	technology	PROPN
futech-484	123	8	november	november	PROPN
futech-484	123	9	2025|	2025|	NUM
futech-484	123	10	volume	volume	NOUN
futech-484	123	11	04	04	NUM
futech-484	124	1	|	|	ADV
futech-484	124	2	issue	issue	VERB
futech-484	124	3	04	04	NUM
futech-484	125	1	|	|	CCONJ
futech-484	125	2	pages	page	VERB
futech-484	125	3	205	205	NUM
futech-484	125	4	-	-	SYM
futech-484	125	5	215	215	NUM
futech-484	125	6	209	209	NUM
futech-484	125	7	3	3	NUM
futech-484	125	8	.	.	PUNCT
futech-484	125	9	results	result	VERB
futech-484	125	10	3.1	3.1	NUM
futech-484	125	11	identification	identification	NOUN
futech-484	125	12	of	of	ADP
futech-484	125	13	cognitive	cognitive	ADJ
futech-484	125	14	load	load	NOUN
futech-484	125	15	characteristics	characteristic	NOUN
futech-484	125	16	in	in	ADP
futech-484	125	17	digital	digital	ADJ
futech-484	125	18	learning	learn	VERB
futech-484	125	19	the	the	DET
futech-484	125	20	identification	identification	NOUN
futech-484	125	21	of	of	ADP
futech-484	125	22	cognitive	cognitive	ADJ
futech-484	125	23	load	load	NOUN
futech-484	125	24	characteristics	characteristic	NOUN
futech-484	125	25	among	among	ADP
futech-484	125	26	dongcheng	dongcheng	NOUN
futech-484	125	27	district	district	NOUN
futech-484	125	28	students	student	NOUN
futech-484	125	29	reveals	reveal	VERB
futech-484	125	30	distinct	distinct	ADJ
futech-484	125	31	patterns	pattern	NOUN
futech-484	125	32	that	that	PRON
futech-484	125	33	reflect	reflect	VERB
futech-484	125	34	the	the	DET
futech-484	125	35	profound	profound	ADJ
futech-484	125	36	impact	impact	NOUN
futech-484	125	37	of	of	ADP
futech-484	125	38	transitioning	transition	VERB
futech-484	125	39	from	from	ADP
futech-484	125	40	traditional	traditional	ADJ
futech-484	125	41	tutoring	tutoring	NOUN
futech-484	125	42	-	-	PUNCT
futech-484	125	43	intensive	intensive	ADJ
futech-484	125	44	education	education	NOUN
futech-484	125	45	to	to	ADP
futech-484	125	46	technologymediated	technologymediated	ADJ
futech-484	125	47	learning	learn	VERB
futech-484	125	48	environments	environment	NOUN
futech-484	125	49	following	follow	VERB
futech-484	125	50	the	the	DET
futech-484	125	51	double	double	ADJ
futech-484	125	52	reduction	reduction	NOUN
futech-484	125	53	policy	policy	NOUN
futech-484	125	54	implementation	implementation	NOUN
futech-484	125	55	.	.	PUNCT
futech-484	126	1	as	as	SCONJ
futech-484	126	2	illustrated	illustrate	VERB
futech-484	126	3	in	in	ADP
futech-484	126	4	figure	figure	NOUN
futech-484	126	5	2a	2a	NUM
futech-484	126	6	,	,	PUNCT
futech-484	126	7	cognitive	cognitive	ADJ
futech-484	126	8	load	load	NOUN
futech-484	126	9	distribution	distribution	NOUN
futech-484	126	10	demonstrates	demonstrate	VERB
futech-484	126	11	a	a	DET
futech-484	126	12	clear	clear	ADJ
futech-484	126	13	socioeconomic	socioeconomic	ADJ
futech-484	126	14	gradient	gradient	NOUN
futech-484	126	15	,	,	PUNCT
futech-484	126	16	with	with	ADP
futech-484	126	17	students	student	NOUN
futech-484	126	18	from	from	ADP
futech-484	126	19	lower	low	ADJ
futech-484	126	20	socioeconomic	socioeconomic	ADJ
futech-484	126	21	backgrounds	background	NOUN
futech-484	126	22	experiencing	experience	VERB
futech-484	126	23	mean	mean	VERB
futech-484	126	24	cognitive	cognitive	ADJ
futech-484	126	25	load	load	NOUN
futech-484	126	26	scores	score	NOUN
futech-484	126	27	of	of	ADP
futech-484	126	28	68.4	68.4	NUM
futech-484	126	29	(	(	PUNCT
futech-484	126	30	se=2.39	se=2.39	NOUN
futech-484	126	31	)	)	PUNCT
futech-484	126	32	,	,	PUNCT
futech-484	126	33	significantly	significantly	ADV
futech-484	126	34	higher	high	ADJ
futech-484	126	35	than	than	ADP
futech-484	126	36	their	their	PRON
futech-484	126	37	middle	middle	ADJ
futech-484	126	38	-	-	PUNCT
futech-484	126	39	class	class	NOUN
futech-484	126	40	peers	peer	NOUN
futech-484	126	41	at	at	ADP
futech-484	126	42	58.2	58.2	NUM
futech-484	126	43	(	(	PUNCT
futech-484	126	44	se=1.74	se=1.74	PROPN
futech-484	126	45	)	)	PUNCT
futech-484	126	46	and	and	CCONJ
futech-484	126	47	high	high	ADJ
futech-484	126	48	-	-	PUNCT
futech-484	126	49	income	income	NOUN
futech-484	126	50	counterparts	counterpart	NOUN
futech-484	126	51	at	at	ADP
futech-484	126	52	52.7	52.7	NUM
futech-484	126	53	(	(	PUNCT
futech-484	126	54	se=2.14	se=2.14	NOUN
futech-484	126	55	)	)	PUNCT
futech-484	126	56	.	.	PUNCT
futech-484	127	1	this	this	DET
futech-484	127	2	disparity	disparity	NOUN
futech-484	127	3	becomes	becomes	AUX
futech-484	127	4	particularly	particularly	ADV
futech-484	127	5	pronounced	pronounce	VERB
futech-484	127	6	when	when	SCONJ
futech-484	127	7	students	student	NOUN
futech-484	127	8	engage	engage	VERB
futech-484	127	9	with	with	ADP
futech-484	127	10	digital	digital	ADJ
futech-484	127	11	learning	learning	NOUN
futech-484	127	12	platforms	platform	NOUN
futech-484	127	13	requiring	require	VERB
futech-484	127	14	simultaneous	simultaneous	ADJ
futech-484	127	15	management	management	NOUN
futech-484	127	16	of	of	ADP
futech-484	127	17	multiple	multiple	ADJ
futech-484	127	18	information	information	NOUN
futech-484	127	19	sources	source	NOUN
futech-484	127	20	,	,	PUNCT
futech-484	127	21	interface	interface	NOUN
futech-484	127	22	navigation	navigation	NOUN
futech-484	127	23	,	,	PUNCT
futech-484	127	24	and	and	CCONJ
futech-484	127	25	selfregulated	selfregulate	VERB
futech-484	127	26	learning	learning	NOUN
futech-484	127	27	strategies	strategy	NOUN
futech-484	127	28	previously	previously	ADV
futech-484	127	29	scaffolded	scaffold	VERB
futech-484	127	30	by	by	ADP
futech-484	127	31	external	external	ADJ
futech-484	127	32	tutoring	tutoring	NOUN
futech-484	127	33	support	support	NOUN
futech-484	127	34	.	.	PUNCT
futech-484	128	1	figure	figure	NOUN
futech-484	128	2	2	2	NUM
futech-484	128	3	.	.	PUNCT
futech-484	128	4	cognitive	cognitive	ADJ
futech-484	128	5	load	load	NOUN
futech-484	128	6	distribution	distribution	NOUN
futech-484	128	7	patterns	pattern	NOUN
futech-484	128	8	in	in	ADP
futech-484	128	9	dongcheng	dongcheng	PROPN
futech-484	128	10	district	district	NOUN
futech-484	128	11	students	student	NOUN
futech-484	128	12	.	.	PUNCT
futech-484	129	1	(	(	PUNCT
futech-484	129	2	a	a	X
futech-484	129	3	)	)	PUNCT
futech-484	129	4	cognitive	cognitive	ADJ
futech-484	129	5	load	load	NOUN
futech-484	129	6	distribution	distribution	NOUN
futech-484	129	7	by	by	ADP
futech-484	129	8	socioeconomic	socioeconomic	ADJ
futech-484	129	9	background	background	NOUN
futech-484	129	10	;	;	PUNCT
futech-484	129	11	(	(	PUNCT
futech-484	129	12	b	b	X
futech-484	129	13	)	)	PUNCT
futech-484	129	14	individual	individual	ADJ
futech-484	129	15	differences	difference	NOUN
futech-484	129	16	in	in	ADP
futech-484	129	17	cognitive	cognitive	ADJ
futech-484	129	18	load	load	NOUN
futech-484	129	19	perception	perception	NOUN
futech-484	129	20	figure	figure	NOUN
futech-484	129	21	2b	2b	NOUN
futech-484	129	22	shows	show	VERB
futech-484	129	23	that	that	SCONJ
futech-484	129	24	cognitive	cognitive	ADJ
futech-484	129	25	load	load	NOUN
futech-484	129	26	perception	perception	NOUN
futech-484	129	27	varies	vary	VERB
futech-484	129	28	significantly	significantly	ADV
futech-484	129	29	within	within	ADP
futech-484	129	30	groups	group	NOUN
futech-484	129	31	,	,	PUNCT
futech-484	129	32	not	not	PART
futech-484	129	33	just	just	ADV
futech-484	129	34	between	between	ADP
futech-484	129	35	socioeconomic	socioeconomic	ADJ
futech-484	129	36	categories	category	NOUN
futech-484	129	37	.	.	PUNCT
futech-484	130	1	individual	individual	ADJ
futech-484	130	2	differences	difference	NOUN
futech-484	130	3	in	in	ADP
futech-484	130	4	digital	digital	ADJ
futech-484	130	5	literacy	literacy	NOUN
futech-484	130	6	,	,	PUNCT
futech-484	130	7	online	online	ADJ
futech-484	130	8	experience	experience	NOUN
futech-484	130	9	,	,	PUNCT
futech-484	130	10	and	and	CCONJ
futech-484	130	11	metacognitive	metacognitive	ADJ
futech-484	130	12	awareness	awareness	NOUN
futech-484	130	13	create	create	VERB
futech-484	130	14	diverse	diverse	ADJ
futech-484	130	15	cognitive	cognitive	ADJ
futech-484	130	16	load	load	NOUN
futech-484	130	17	profiles	profile	NOUN
futech-484	130	18	within	within	ADP
futech-484	130	19	demographic	demographic	ADJ
futech-484	130	20	groups	group	NOUN
futech-484	130	21	.	.	PUNCT
futech-484	131	1	students	student	NOUN
futech-484	131	2	from	from	ADP
futech-484	131	3	lower	low	ADJ
futech-484	131	4	socioeconomic	socioeconomic	ADJ
futech-484	131	5	backgrounds	background	NOUN
futech-484	131	6	display	display	VERB
futech-484	131	7	the	the	DET
futech-484	131	8	widest	wide	ADJ
futech-484	131	9	distribution	distribution	NOUN
futech-484	131	10	range	range	NOUN
futech-484	131	11	,	,	PUNCT
futech-484	131	12	suggesting	suggest	VERB
futech-484	131	13	that	that	SCONJ
futech-484	131	14	limited	limited	ADJ
futech-484	131	15	access	access	NOUN
futech-484	131	16	to	to	ADP
futech-484	131	17	technological	technological	ADJ
futech-484	131	18	resources	resource	NOUN
futech-484	131	19	at	at	ADP
futech-484	131	20	home	home	NOUN
futech-484	131	21	amplifies	amplify	VERB
futech-484	131	22	individual	individual	ADJ
futech-484	131	23	differences	difference	NOUN
futech-484	131	24	in	in	ADP
futech-484	131	25	adapting	adapt	VERB
futech-484	131	26	to	to	ADP
futech-484	131	27	digital	digital	ADJ
futech-484	131	28	learning	learning	NOUN
futech-484	131	29	environments	environment	NOUN
futech-484	131	30	.	.	PUNCT
futech-484	132	1	median	median	ADJ
futech-484	132	2	cognitive	cognitive	ADJ
futech-484	132	3	load	load	NOUN
futech-484	132	4	scores	score	NOUN
futech-484	132	5	in	in	ADP
futech-484	132	6	horizontal	horizontal	ADJ
futech-484	132	7	bars	bar	NOUN
futech-484	132	8	show	show	VERB
futech-484	132	9	that	that	SCONJ
futech-484	132	10	although	although	SCONJ
futech-484	132	11	statistically	statistically	ADV
futech-484	132	12	significant	significant	ADJ
futech-484	132	13	differences	difference	NOUN
futech-484	132	14	appear	appear	VERB
futech-484	132	15	at	at	ADP
futech-484	132	16	the	the	DET
futech-484	132	17	group	group	NOUN
futech-484	132	18	level	level	NOUN
futech-484	132	19	,	,	PUNCT
futech-484	132	20	there	there	PRON
futech-484	132	21	is	be	VERB
futech-484	132	22	considerable	considerable	ADJ
futech-484	132	23	overlap	overlap	NOUN
futech-484	132	24	between	between	ADP
futech-484	132	25	distributions	distribution	NOUN
futech-484	132	26	,	,	PUNCT
futech-484	132	27	indicating	indicate	VERB
futech-484	132	28	the	the	DET
futech-484	132	29	multifaceted	multifaceted	ADJ
futech-484	132	30	nature	nature	NOUN
futech-484	132	31	of	of	ADP
futech-484	132	32	factors	factor	NOUN
futech-484	132	33	influencing	influence	VERB
futech-484	132	34	cognitive	cognitive	ADJ
futech-484	132	35	load	load	NOUN
futech-484	132	36	over	over	ADP
futech-484	132	37	and	and	CCONJ
futech-484	132	38	above	above	ADP
futech-484	132	39	economic	economic	ADJ
futech-484	132	40	status	status	NOUN
futech-484	132	41	alone	alone	ADV
futech-484	132	42	.	.	PUNCT
futech-484	133	1	temporal	temporal	ADJ
futech-484	133	2	comparison	comparison	NOUN
futech-484	133	3	of	of	ADP
futech-484	133	4	variation	variation	NOUN
futech-484	133	5	of	of	ADP
futech-484	133	6	cognitive	cognitive	ADJ
futech-484	133	7	load	load	NOUN
futech-484	133	8	over	over	ADP
futech-484	133	9	learning	learn	VERB
futech-484	133	10	stages	stage	NOUN
futech-484	133	11	,	,	PUNCT
futech-484	133	12	shown	show	VERB
futech-484	133	13	in	in	ADP
futech-484	133	14	figure	figure	NOUN
futech-484	133	15	3	3	NUM
futech-484	133	16	,	,	PUNCT
futech-484	133	17	portrays	portray	VERB
futech-484	133	18	a	a	DET
futech-484	133	19	typical	typical	ADJ
futech-484	133	20	ushape	ushape	NOUN
futech-484	133	21	pattern	pattern	NOUN
futech-484	133	22	consistent	consistent	ADJ
futech-484	133	23	with	with	ADP
futech-484	133	24	the	the	DET
futech-484	133	25	skill	skill	NOUN
futech-484	133	26	acquisition	acquisition	NOUN
futech-484	133	27	theory	theory	NOUN
futech-484	133	28	in	in	ADP
futech-484	133	29	virtual	virtual	ADJ
futech-484	133	30	learning	learning	NOUN
futech-484	133	31	systems	system	NOUN
futech-484	133	32	.	.	PUNCT
futech-484	134	1	the	the	DET
futech-484	134	2	early	early	ADJ
futech-484	134	3	phase	phase	NOUN
futech-484	134	4	of	of	ADP
futech-484	134	5	learning	learning	NOUN
futech-484	134	6	shows	show	VERB
futech-484	134	7	the	the	DET
futech-484	134	8	highest	high	ADJ
futech-484	134	9	levels	level	NOUN
futech-484	134	10	of	of	ADP
futech-484	134	11	cognitive	cognitive	ADJ
futech-484	134	12	load	load	NOUN
futech-484	134	13	,	,	PUNCT
futech-484	134	14	reaching	reach	VERB
futech-484	134	15	near	near	ADP
futech-484	134	16	75	75	NUM
futech-484	134	17	,	,	PUNCT
futech-484	134	18	which	which	PRON
futech-484	134	19	indicates	indicate	VERB
futech-484	134	20	students	student	NOUN
futech-484	134	21	'	'	PART
futech-484	134	22	difficulties	difficulty	NOUN
futech-484	134	23	with	with	ADP
futech-484	134	24	the	the	DET
futech-484	134	25	new	new	ADJ
futech-484	134	26	content	content	NOUN
futech-484	134	27	,	,	PUNCT
futech-484	134	28	concurrently	concurrently	ADV
futech-484	134	29	adjusting	adjust	VERB
futech-484	134	30	to	to	ADP
futech-484	134	31	new	new	ADJ
futech-484	134	32	computer	computer	NOUN
futech-484	134	33	interfaces	interface	NOUN
futech-484	134	34	as	as	ADV
futech-484	134	35	well	well	ADV
futech-484	134	36	as	as	ADP
futech-484	134	37	self	self	NOUN
futech-484	134	38	-	-	PUNCT
futech-484	134	39	paced	pace	VERB
futech-484	134	40	learning	learning	NOUN
futech-484	134	41	demands	demand	NOUN
futech-484	134	42	.	.	PUNCT
futech-484	135	1	this	this	DET
futech-484	135	2	maximum	maximum	ADJ
futech-484	135	3	level	level	NOUN
futech-484	135	4	of	of	ADP
futech-484	135	5	cognitive	cognitive	ADJ
futech-484	135	6	load	load	NOUN
futech-484	135	7	is	be	AUX
futech-484	135	8	consistent	consistent	ADJ
futech-484	135	9	with	with	ADP
futech-484	135	10	the	the	DET
futech-484	135	11	period	period	NOUN
futech-484	135	12	shortly	shortly	ADV
futech-484	135	13	after	after	SCONJ
futech-484	135	14	the	the	DET
futech-484	135	15	policy	policy	NOUN
futech-484	135	16	start	start	VERB
futech-484	135	17	,	,	PUNCT
futech-484	135	18	when	when	SCONJ
futech-484	135	19	students	student	NOUN
futech-484	135	20	were	be	AUX
futech-484	135	21	deprived	deprive	VERB
futech-484	135	22	of	of	ADP
futech-484	135	23	formal	formal	ADJ
futech-484	135	24	tutoring	tutoring	NOUN
futech-484	135	25	support	support	NOUN
futech-484	135	26	and	and	CCONJ
futech-484	135	27	had	have	VERB
futech-484	135	28	the	the	DET
futech-484	135	29	twofold	twofold	ADJ
futech-484	135	30	challenge	challenge	NOUN
futech-484	135	31	of	of	ADP
futech-484	135	32	learning	learn	VERB
futech-484	135	33	subject	subject	ADJ
futech-484	135	34	matter	matter	NOUN
futech-484	135	35	and	and	CCONJ
futech-484	135	36	learning	learn	VERB
futech-484	135	37	to	to	PART
futech-484	135	38	employ	employ	VERB
futech-484	135	39	the	the	DET
futech-484	135	40	technology	technology	NOUN
futech-484	135	41	.	.	PUNCT
futech-484	136	1	the	the	DET
futech-484	136	2	gradual	gradual	ADJ
futech-484	136	3	trend	trend	NOUN
futech-484	136	4	downwards	downward	NOUN
futech-484	136	5	during	during	ADP
futech-484	136	6	the	the	DET
futech-484	136	7	acquisition	acquisition	NOUN
futech-484	136	8	of	of	ADP
futech-484	136	9	skills	skill	NOUN
futech-484	136	10	stage	stage	NOUN
futech-484	136	11	reflects	reflect	VERB
futech-484	136	12	productive	productive	ADJ
futech-484	136	13	construction	construction	NOUN
futech-484	136	14	of	of	ADP
futech-484	136	15	cognitive	cognitive	ADJ
futech-484	136	16	schemas	schema	NOUN
futech-484	136	17	and	and	CCONJ
futech-484	136	18	automation	automation	NOUN
futech-484	136	19	of	of	ADP
futech-484	136	20	procedural	procedural	ADJ
futech-484	136	21	knowledge	knowledge	NOUN
futech-484	136	22	with	with	ADP
futech-484	136	23	steady	steady	ADJ
futech-484	136	24	levels	level	NOUN
futech-484	136	25	of	of	ADP
futech-484	136	26	load	load	NOUN
futech-484	136	27	averaging	average	VERB
futech-484	136	28	62	62	NUM
futech-484	136	29	weeks	week	NOUN
futech-484	136	30	,	,	PUNCT
futech-484	136	31	5	5	NUM
futech-484	136	32	-	-	SYM
futech-484	136	33	10	10	NUM
futech-484	136	34	.	.	PUNCT
futech-484	137	1	figure	figure	NOUN
futech-484	137	2	3	3	NUM
futech-484	137	3	.	.	PUNCT
futech-484	137	4	temporal	temporal	ADJ
futech-484	137	5	variations	variation	NOUN
futech-484	137	6	in	in	ADP
futech-484	137	7	cognitive	cognitive	ADJ
futech-484	137	8	load	load	NOUN
futech-484	137	9	across	across	ADP
futech-484	137	10	learning	learn	VERB
futech-484	137	11	phases	phase	NOUN
futech-484	137	12	during	during	ADP
futech-484	137	13	digital	digital	ADJ
futech-484	137	14	learning	learning	NOUN
futech-484	137	15	adaptation	adaptation	NOUN
futech-484	137	16	the	the	DET
futech-484	137	17	mastery	mastery	ADJ
futech-484	137	18	level	level	NOUN
futech-484	137	19	illustrates	illustrate	VERB
futech-484	137	20	the	the	DET
futech-484	137	21	lowest	low	ADJ
futech-484	137	22	values	value	NOUN
futech-484	137	23	of	of	ADP
futech-484	137	24	cognitive	cognitive	ADJ
futech-484	137	25	load	load	NOUN
futech-484	137	26	,	,	PUNCT
futech-484	137	27	around	around	ADP
futech-484	137	28	50	50	NUM
futech-484	137	29	,	,	PUNCT
futech-484	137	30	that	that	PRON
futech-484	137	31	show	show	VERB
futech-484	137	32	a	a	DET
futech-484	137	33	good	good	ADJ
futech-484	137	34	balance	balance	NOUN
futech-484	137	35	of	of	ADP
futech-484	137	36	digital	digital	ADJ
futech-484	137	37	learning	learning	NOUN
futech-484	137	38	strategies	strategy	NOUN
futech-484	137	39	and	and	CCONJ
futech-484	137	40	content	content	ADJ
futech-484	137	41	knowledge	knowledge	NOUN
futech-484	137	42	structures	structure	NOUN
futech-484	137	43	.	.	PUNCT
futech-484	138	1	however	however	ADV
futech-484	138	2	,	,	PUNCT
futech-484	138	3	the	the	DET
futech-484	138	4	transfer	transfer	NOUN
futech-484	138	5	level	level	NOUN
futech-484	138	6	(	(	PUNCT
futech-484	138	7	defined	define	VERB
futech-484	138	8	as	as	ADP
futech-484	138	9	the	the	DET
futech-484	138	10	cognitive	cognitive	ADJ
futech-484	138	11	demands	demand	NOUN
futech-484	138	12	when	when	SCONJ
futech-484	138	13	applying	apply	VERB
futech-484	138	14	learned	learn	VERB
futech-484	138	15	concepts	concept	NOUN
futech-484	138	16	to	to	PART
futech-484	138	17	novel	novel	ADJ
futech-484	138	18	contexts	context	NOUN
futech-484	138	19	)	)	PUNCT
futech-484	138	20	reveals	reveal	VERB
futech-484	138	21	a	a	DET
futech-484	138	22	different	different	ADJ
futech-484	138	23	pattern	pattern	NOUN
futech-484	138	24	.	.	PUNCT
futech-484	139	1	when	when	SCONJ
futech-484	139	2	students	student	NOUN
futech-484	139	3	tried	tried	AUX
futech-484	139	4	applying	apply	VERB
futech-484	139	5	what	what	PRON
futech-484	139	6	they	they	PRON
futech-484	139	7	learned	learn	VERB
futech-484	139	8	to	to	ADP
futech-484	139	9	new	new	ADJ
futech-484	139	10	situations	situation	NOUN
futech-484	139	11	during	during	ADP
futech-484	139	12	the	the	DET
futech-484	139	13	transfer	transfer	NOUN
futech-484	139	14	phase	phase	NOUN
futech-484	139	15	,	,	PUNCT
futech-484	139	16	a	a	DET
futech-484	139	17	notable	notable	ADJ
futech-484	139	18	shift	shift	NOUN
futech-484	139	19	in	in	ADP
futech-484	139	20	cognitive	cognitive	ADJ
futech-484	139	21	load	load	NOUN
futech-484	139	22	occurred	occur	VERB
futech-484	139	23	.	.	PUNCT
futech-484	140	1	this	this	PRON
futech-484	140	2	revealed	reveal	VERB
futech-484	140	3	just	just	ADV
futech-484	140	4	how	how	SCONJ
futech-484	140	5	dependent	dependent	ADJ
futech-484	140	6	they	they	PRON
futech-484	140	7	had	have	AUX
futech-484	140	8	been	be	AUX
futech-484	140	9	on	on	ADP
futech-484	140	10	tutors	tutor	NOUN
futech-484	140	11	walking	walk	VERB
futech-484	140	12	them	they	PRON
futech-484	140	13	through	through	ADP
futech-484	140	14	difficult	difficult	ADJ
futech-484	140	15	problems	problem	NOUN
futech-484	140	16	.	.	PUNCT
futech-484	141	1	the	the	DET
futech-484	141	2	pattern	pattern	NOUN
futech-484	141	3	specifically	specifically	ADV
futech-484	141	4	influences	influence	VERB
futech-484	141	5	learners	learner	NOUN
futech-484	141	6	who	who	PRON
futech-484	141	7	have	have	AUX
futech-484	141	8	been	be	AUX
futech-484	141	9	used	use	VERB
futech-484	141	10	to	to	ADP
futech-484	141	11	repetitive	repetitive	ADJ
futech-484	141	12	drilling	drilling	NOUN
futech-484	141	13	methods	method	NOUN
futech-484	141	14	typical	typical	ADJ
futech-484	141	15	for	for	ADP
futech-484	141	16	classical	classical	ADJ
futech-484	141	17	tutoring	tutoring	NOUN
futech-484	141	18	,	,	PUNCT
futech-484	141	19	since	since	SCONJ
futech-484	141	20	they	they	PRON
futech-484	141	21	now	now	ADV
futech-484	141	22	have	have	VERB
futech-484	141	23	to	to	PART
futech-484	141	24	build	build	VERB
futech-484	141	25	flexible	flexible	ADJ
futech-484	141	26	problem	problem	NOUN
futech-484	141	27	-	-	PUNCT
futech-484	141	28	solving	solve	VERB
futech-484	141	29	approaches	approach	NOUN
futech-484	141	30	without	without	ADP
futech-484	141	31	external	external	ADJ
futech-484	141	32	guidance	guidance	NOUN
futech-484	141	33	.	.	PUNCT
futech-484	142	1	the	the	DET
futech-484	142	2	return	return	NOUN
futech-484	142	3	of	of	ADP
futech-484	142	4	cognitive	cognitive	ADJ
futech-484	142	5	load	load	NOUN
futech-484	142	6	during	during	ADP
futech-484	142	7	transfer	transfer	NOUN
futech-484	142	8	tasks	task	NOUN
futech-484	142	9	highlights	highlight	VERB
futech-484	142	10	the	the	DET
futech-484	142	11	necessity	necessity	NOUN
futech-484	142	12	for	for	ADP
futech-484	142	13	attaining	attain	VERB
futech-484	142	14	adaptive	adaptive	ADJ
futech-484	142	15	expertise	expertise	NOUN
futech-484	142	16	over	over	ADP
futech-484	142	17	routine	routine	ADJ
futech-484	142	18	proficiency	proficiency	NOUN
futech-484	142	19	in	in	ADP
futech-484	142	20	computer	computer	NOUN
futech-484	142	21	-	-	PUNCT
futech-484	142	22	based	base	VERB
futech-484	142	23	instruction	instruction	NOUN
futech-484	142	24	.	.	PUNCT
futech-484	143	1	these	these	DET
futech-484	143	2	patterns	pattern	NOUN
futech-484	143	3	confirm	confirm	VERB
futech-484	143	4	what	what	PRON
futech-484	143	5	the	the	DET
futech-484	143	6	theoretical	theoretical	ADJ
futech-484	143	7	framework	framework	NOUN
futech-484	143	8	predicted	predict	VERB
futech-484	143	9	about	about	ADP
futech-484	143	10	transfer	transfer	NOUN
futech-484	143	11	-	-	PUNCT
futech-484	143	12	level	level	NOUN
futech-484	143	13	challenges	challenge	NOUN
futech-484	143	14	in	in	ADP
futech-484	143	15	post	post	ADJ
futech-484	143	16	-	-	ADJ
futech-484	143	17	tutoring	tutoring	ADJ
futech-484	143	18	digital	digital	ADJ
futech-484	143	19	j.	j.	PROPN
futech-484	143	20	zhai	zhai	PROPN
futech-484	143	21	et	et	PROPN
futech-484	143	22	al	al	PROPN
futech-484	143	23	.	.	PROPN
futech-484	143	24	/future	/future	PUNCT
futech-484	143	25	technology	technology	PROPN
futech-484	143	26	november	november	PROPN
futech-484	143	27	2025|	2025|	NUM
futech-484	143	28	volume	volume	NOUN
futech-484	143	29	04	04	NUM
futech-484	144	1	|	|	ADV
futech-484	144	2	issue	issue	VERB
futech-484	144	3	04	04	NUM
futech-484	145	1	|	|	CCONJ
futech-484	145	2	pages	page	VERB
futech-484	145	3	205	205	NUM
futech-484	145	4	-	-	SYM
futech-484	145	5	215	215	NUM
futech-484	145	6	210	210	NUM
futech-484	145	7	environments	environment	NOUN
futech-484	145	8	.	.	PUNCT
futech-484	146	1	analysis	analysis	NOUN
futech-484	146	2	of	of	ADP
futech-484	146	3	environment	environment	NOUN
futech-484	146	4	-	-	PUNCT
futech-484	146	5	specific	specific	ADJ
futech-484	146	6	factors	factor	NOUN
futech-484	146	7	for	for	ADP
futech-484	146	8	the	the	DET
futech-484	146	9	digital	digital	ADJ
futech-484	146	10	environment	environment	NOUN
futech-484	146	11	identifies	identify	VERB
futech-484	146	12	particular	particular	ADJ
futech-484	146	13	sources	source	NOUN
futech-484	146	14	of	of	ADP
futech-484	146	15	cognitive	cognitive	ADJ
futech-484	146	16	challenge	challenge	NOUN
futech-484	146	17	not	not	PART
futech-484	146	18	found	find	VERB
futech-484	146	19	in	in	ADP
futech-484	146	20	the	the	DET
futech-484	146	21	conventional	conventional	ADJ
futech-484	146	22	classroom	classroom	NOUN
futech-484	146	23	.	.	PUNCT
futech-484	147	1	split	split	NOUN
futech-484	147	2	-	-	PUNCT
futech-484	147	3	attention	attention	NOUN
futech-484	147	4	effects	effect	NOUN
futech-484	147	5	result	result	VERB
futech-484	147	6	as	as	SCONJ
futech-484	147	7	learners	learner	NOUN
futech-484	147	8	toggle	toggle	VERB
futech-484	147	9	between	between	ADP
futech-484	147	10	instructional	instructional	ADJ
futech-484	147	11	video	video	NOUN
futech-484	147	12	,	,	PUNCT
futech-484	147	13	digital	digital	ADJ
futech-484	147	14	textbook	textbook	NOUN
futech-484	147	15	,	,	PUNCT
futech-484	147	16	and	and	CCONJ
futech-484	147	17	practice	practice	NOUN
futech-484	147	18	interface	interface	NOUN
futech-484	147	19	screens	screen	NOUN
futech-484	147	20	,	,	PUNCT
futech-484	147	21	generating	generate	VERB
futech-484	147	22	extraneous	extraneous	ADJ
futech-484	147	23	cognitive	cognitive	ADJ
futech-484	147	24	load	load	NOUN
futech-484	147	25	with	with	ADP
futech-484	147	26	a	a	DET
futech-484	147	27	disproportionate	disproportionate	ADJ
futech-484	147	28	impact	impact	NOUN
futech-484	147	29	on	on	ADP
futech-484	147	30	students	student	NOUN
futech-484	147	31	with	with	ADP
futech-484	147	32	lower	low	ADJ
futech-484	147	33	working	working	NOUN
futech-484	147	34	memory	memory	NOUN
futech-484	147	35	capacity	capacity	NOUN
futech-484	147	36	.	.	PUNCT
futech-484	148	1	the	the	DET
futech-484	148	2	lack	lack	NOUN
futech-484	148	3	of	of	ADP
futech-484	148	4	timely	timely	ADJ
futech-484	148	5	instructor	instructor	NOUN
futech-484	148	6	feedback	feedback	NOUN
futech-484	148	7	and	and	CCONJ
futech-484	148	8	peer	peer	NOUN
futech-484	148	9	collaboration	collaboration	NOUN
futech-484	148	10	in	in	ADP
futech-484	148	11	asynchronous	asynchronous	ADJ
futech-484	148	12	online	online	ADJ
futech-484	148	13	courses	course	NOUN
futech-484	148	14	adds	add	VERB
futech-484	148	15	more	more	ADV
futech-484	148	16	contextually	contextually	ADV
futech-484	148	17	relevant	relevant	ADJ
futech-484	148	18	cognitive	cognitive	ADJ
futech-484	148	19	load	load	NOUN
futech-484	148	20	to	to	ADP
futech-484	148	21	students	student	NOUN
futech-484	148	22	because	because	SCONJ
futech-484	148	23	they	they	PRON
futech-484	148	24	need	need	VERB
futech-484	148	25	to	to	PART
futech-484	148	26	actively	actively	ADV
futech-484	148	27	build	build	VERB
futech-484	148	28	meaning	meaning	NOUN
futech-484	148	29	via	via	ADP
futech-484	148	30	self	self	NOUN
futech-484	148	31	-	-	PUNCT
futech-484	148	32	explaining	explain	VERB
futech-484	148	33	and	and	CCONJ
futech-484	148	34	monitoring	monitoring	NOUN
futech-484	148	35	by	by	ADP
futech-484	148	36	metacognition	metacognition	NOUN
futech-484	148	37	.	.	PUNCT
futech-484	149	1	machine	machine	NOUN
futech-484	149	2	learning	learn	VERB
futech-484	149	3	algorithms	algorithm	NOUN
futech-484	149	4	monitoring	monitor	VERB
futech-484	149	5	students	student	NOUN
futech-484	149	6	'	'	PART
futech-484	149	7	patterns	pattern	NOUN
futech-484	149	8	of	of	ADP
futech-484	149	9	interaction	interaction	NOUN
futech-484	149	10	detect	detect	VERB
futech-484	149	11	vital	vital	ADJ
futech-484	149	12	points	point	NOUN
futech-484	149	13	of	of	ADP
futech-484	149	14	cognitive	cognitive	ADJ
futech-484	149	15	overload	overload	NOUN
futech-484	149	16	via	via	ADP
futech-484	149	17	rapid	rapid	ADJ
futech-484	149	18	switching	switching	NOUN
futech-484	149	19	between	between	ADP
futech-484	149	20	resources	resource	NOUN
futech-484	149	21	,	,	PUNCT
futech-484	149	22	long	long	ADJ
futech-484	149	23	pause	pause	NOUN
futech-484	149	24	times	time	NOUN
futech-484	149	25	,	,	PUNCT
futech-484	149	26	and	and	CCONJ
futech-484	149	27	patterns	pattern	NOUN
futech-484	149	28	of	of	ADP
futech-484	149	29	errors	error	NOUN
futech-484	149	30	,	,	PUNCT
futech-484	149	31	providing	provide	VERB
futech-484	149	32	intervention	intervention	NOUN
futech-484	149	33	points	point	NOUN
futech-484	149	34	for	for	ADP
futech-484	149	35	focused	focused	ADJ
futech-484	149	36	interventions	intervention	NOUN
futech-484	149	37	.	.	PUNCT
futech-484	150	1	the	the	DET
futech-484	150	2	results	result	NOUN
futech-484	150	3	illustrate	illustrate	VERB
futech-484	150	4	that	that	DET
futech-484	150	5	cognitive	cognitive	ADJ
futech-484	150	6	load	load	NOUN
futech-484	150	7	in	in	ADP
futech-484	150	8	post	post	ADJ
futech-484	150	9	-	-	ADJ
futech-484	150	10	policy	policy	ADJ
futech-484	150	11	e	e	NOUN
futech-484	150	12	-	-	ADJ
futech-484	150	13	learning	learning	ADJ
futech-484	150	14	environments	environment	NOUN
futech-484	150	15	is	be	AUX
futech-484	150	16	multidimensional	multidimensional	ADJ
futech-484	150	17	in	in	ADP
futech-484	150	18	nature	nature	NOUN
futech-484	150	19	as	as	SCONJ
futech-484	150	20	it	it	PRON
futech-484	150	21	is	be	AUX
futech-484	150	22	affected	affect	VERB
futech-484	150	23	by	by	ADP
futech-484	150	24	socioeconomic	socioeconomic	ADJ
futech-484	150	25	characteristics	characteristic	NOUN
futech-484	150	26	,	,	PUNCT
futech-484	150	27	time	time	NOUN
futech-484	150	28	learning	learn	VERB
futech-484	150	29	phases	phase	NOUN
futech-484	150	30	,	,	PUNCT
futech-484	150	31	and	and	CCONJ
futech-484	150	32	technology	technology	NOUN
futech-484	150	33	-	-	PUNCT
futech-484	150	34	specific	specific	ADJ
futech-484	150	35	requirements	requirement	NOUN
futech-484	150	36	.	.	PUNCT
futech-484	151	1	elucidation	elucidation	NOUN
futech-484	151	2	of	of	ADP
futech-484	151	3	such	such	ADJ
futech-484	151	4	trends	trend	NOUN
futech-484	151	5	allows	allow	VERB
futech-484	151	6	for	for	ADP
futech-484	151	7	the	the	DET
futech-484	151	8	creation	creation	NOUN
futech-484	151	9	of	of	ADP
futech-484	151	10	intelligent	intelligent	ADJ
futech-484	151	11	support	support	NOUN
futech-484	151	12	systems	system	NOUN
futech-484	151	13	that	that	PRON
futech-484	151	14	modify	modify	VERB
futech-484	151	15	instructional	instructional	ADJ
futech-484	151	16	design	design	NOUN
futech-484	151	17	dynamically	dynamically	ADV
futech-484	151	18	according	accord	VERB
futech-484	151	19	to	to	ADP
futech-484	151	20	realtime	realtime	VERB
futech-484	151	21	cognitive	cognitive	ADJ
futech-484	151	22	state	state	NOUN
futech-484	151	23	detection	detection	NOUN
futech-484	151	24	,	,	PUNCT
futech-484	151	25	with	with	ADP
futech-484	151	26	the	the	DET
futech-484	151	27	ultimate	ultimate	ADJ
futech-484	151	28	aim	aim	NOUN
futech-484	151	29	of	of	ADP
futech-484	151	30	enabling	enable	VERB
futech-484	151	31	more	more	ADV
futech-484	151	32	equitable	equitable	ADJ
futech-484	151	33	learning	learn	VERB
futech-484	151	34	outcomes	outcome	NOUN
futech-484	151	35	within	within	ADP
futech-484	151	36	heterogeneous	heterogeneous	ADJ
futech-484	151	37	populations	population	NOUN
futech-484	151	38	of	of	ADP
futech-484	151	39	students	student	NOUN
futech-484	151	40	adjusting	adjust	VERB
futech-484	151	41	to	to	ADP
futech-484	151	42	policy	policy	NOUN
futech-484	151	43	change	change	NOUN
futech-484	151	44	in	in	ADP
futech-484	151	45	education	education	NOUN
futech-484	151	46	.	.	PUNCT
futech-484	152	1	3.2	3.2	NUM
futech-484	152	2	validation	validation	NOUN
futech-484	152	3	of	of	ADP
futech-484	152	4	the	the	DET
futech-484	152	5	intelligent	intelligent	ADJ
futech-484	152	6	regulation	regulation	NOUN
futech-484	152	7	mechanism	mechanism	NOUN
futech-484	152	8	effectiveness	effectiveness	NOUN
futech-484	152	9	the	the	DET
futech-484	152	10	verification	verification	NOUN
futech-484	152	11	of	of	ADP
futech-484	152	12	smart	smart	ADJ
futech-484	152	13	cognitive	cognitive	ADJ
futech-484	152	14	load	load	NOUN
futech-484	152	15	control	control	NOUN
futech-484	152	16	mechanisms	mechanism	NOUN
futech-484	152	17	has	have	AUX
futech-484	152	18	shown	show	VERB
futech-484	152	19	significant	significant	ADJ
futech-484	152	20	improvements	improvement	NOUN
futech-484	152	21	in	in	ADP
futech-484	152	22	learning	learn	VERB
futech-484	152	23	outcomes	outcome	NOUN
futech-484	152	24	among	among	ADP
futech-484	152	25	dongcheng	dongcheng	PROPN
futech-484	152	26	district	district	NOUN
futech-484	152	27	students	student	NOUN
futech-484	152	28	transitioning	transition	VERB
futech-484	152	29	to	to	ADP
futech-484	152	30	independent	independent	ADJ
futech-484	152	31	digital	digital	ADJ
futech-484	152	32	learning	learning	NOUN
futech-484	152	33	following	follow	VERB
futech-484	152	34	the	the	DET
futech-484	152	35	implementation	implementation	NOUN
futech-484	152	36	of	of	ADP
futech-484	152	37	the	the	DET
futech-484	152	38	double	double	ADJ
futech-484	152	39	reduction	reduction	NOUN
futech-484	152	40	policy	policy	NOUN
futech-484	152	41	.	.	PUNCT
futech-484	153	1	as	as	SCONJ
futech-484	153	2	shown	show	VERB
futech-484	153	3	in	in	ADP
futech-484	153	4	figure	figure	NOUN
futech-484	153	5	4a	4a	NUM
futech-484	153	6	,	,	PUNCT
futech-484	153	7	scholastic	scholastic	ADJ
futech-484	153	8	performance	performance	NOUN
futech-484	153	9	is	be	AUX
futech-484	153	10	significantly	significantly	ADV
futech-484	153	11	improved	improve	VERB
futech-484	153	12	across	across	ADP
futech-484	153	13	all	all	DET
futech-484	153	14	the	the	DET
futech-484	153	15	socioeconomic	socioeconomic	ADJ
futech-484	153	16	cohorts	cohort	NOUN
futech-484	153	17	after	after	ADP
futech-484	153	18	the	the	DET
futech-484	153	19	introduction	introduction	NOUN
futech-484	153	20	of	of	ADP
futech-484	153	21	individualized	individualized	ADJ
futech-484	153	22	cognitive	cognitive	ADJ
futech-484	153	23	load	load	NOUN
futech-484	153	24	control	control	NOUN
futech-484	153	25	.	.	PUNCT
futech-484	154	1	the	the	DET
futech-484	154	2	largest	large	ADJ
futech-484	154	3	improvements	improvement	NOUN
futech-484	154	4	were	be	AUX
futech-484	154	5	registered	register	VERB
futech-484	154	6	by	by	ADP
futech-484	154	7	lower	low	ADJ
futech-484	154	8	socioeconomic	socioeconomic	ADJ
futech-484	154	9	status	status	NOUN
futech-484	154	10	students	student	NOUN
futech-484	154	11	,	,	PUNCT
futech-484	154	12	who	who	PRON
futech-484	154	13	had	have	AUX
futech-484	154	14	previously	previously	ADV
futech-484	154	15	depended	depend	VERB
futech-484	154	16	to	to	ADP
futech-484	154	17	a	a	DET
futech-484	154	18	large	large	ADJ
futech-484	154	19	extent	extent	NOUN
futech-484	154	20	on	on	ADP
futech-484	154	21	tutoring	tutoring	NOUN
futech-484	154	22	assistance	assistance	NOUN
futech-484	154	23	,	,	PUNCT
futech-484	154	24	at	at	ADP
futech-484	154	25	15.3	15.3	NUM
futech-484	154	26	points	point	NOUN
futech-484	154	27	,	,	PUNCT
futech-484	154	28	as	as	SCONJ
futech-484	154	29	opposed	oppose	VERB
futech-484	154	30	to	to	ADP
futech-484	154	31	10.4	10.4	NUM
futech-484	154	32	and	and	CCONJ
futech-484	154	33	8.7	8.7	NUM
futech-484	154	34	points	point	NOUN
futech-484	154	35	for	for	ADP
futech-484	154	36	middle	middle	ADJ
futech-484	154	37	-	-	PUNCT
futech-484	154	38	class	class	NOUN
futech-484	154	39	and	and	CCONJ
futech-484	154	40	more	more	ADV
futech-484	154	41	affluent	affluent	ADJ
futech-484	154	42	students	student	NOUN
futech-484	154	43	,	,	PUNCT
futech-484	154	44	respectively	respectively	ADV
futech-484	154	45	.	.	PUNCT
futech-484	155	1	informal	informal	ADJ
futech-484	155	2	feedback	feedback	NOUN
futech-484	155	3	from	from	ADP
futech-484	155	4	parents	parent	NOUN
futech-484	155	5	consistently	consistently	ADV
futech-484	155	6	highlighted	highlight	VERB
futech-484	155	7	the	the	DET
futech-484	155	8	financial	financial	ADJ
futech-484	155	9	relief	relief	NOUN
futech-484	155	10	of	of	ADP
futech-484	155	11	having	have	VERB
futech-484	155	12	affordable	affordable	ADJ
futech-484	155	13	learning	learning	NOUN
futech-484	155	14	support	support	NOUN
futech-484	155	15	,	,	PUNCT
futech-484	155	16	while	while	SCONJ
futech-484	155	17	teachers	teacher	NOUN
futech-484	155	18	noted	note	VERB
futech-484	155	19	improved	improved	ADJ
futech-484	155	20	persistence	persistence	NOUN
futech-484	155	21	among	among	ADP
futech-484	155	22	previously	previously	ADV
futech-484	155	23	struggling	struggle	VERB
futech-484	155	24	students	student	NOUN
futech-484	155	25	.	.	PUNCT
futech-484	156	1	as	as	SCONJ
futech-484	156	2	shown	show	VERB
futech-484	156	3	in	in	ADP
futech-484	156	4	table	table	NOUN
futech-484	156	5	3	3	NUM
futech-484	156	6	,	,	PUNCT
futech-484	156	7	quantitative	quantitative	ADJ
futech-484	156	8	improvements	improvement	NOUN
futech-484	156	9	align	align	VERB
futech-484	156	10	with	with	ADP
futech-484	156	11	qualitative	qualitative	ADJ
futech-484	156	12	feedback	feedback	NOUN
futech-484	156	13	across	across	ADP
futech-484	156	14	key	key	ADJ
futech-484	156	15	metrics	metric	NOUN
futech-484	156	16	.	.	PUNCT
futech-484	157	1	this	this	DET
futech-484	157	2	differential	differential	ADJ
futech-484	157	3	improvement	improvement	NOUN
futech-484	157	4	pattern	pattern	NOUN
futech-484	157	5	suggests	suggest	VERB
futech-484	157	6	that	that	SCONJ
futech-484	157	7	intelligent	intelligent	ADJ
futech-484	157	8	regulation	regulation	NOUN
futech-484	157	9	mechanisms	mechanism	NOUN
futech-484	157	10	particularly	particularly	ADV
futech-484	157	11	benefit	benefit	VERB
futech-484	157	12	learners	learner	NOUN
futech-484	157	13	who	who	PRON
futech-484	157	14	lost	lose	VERB
futech-484	157	15	the	the	DET
futech-484	157	16	most	most	ADJ
futech-484	157	17	support	support	NOUN
futech-484	157	18	under	under	ADP
futech-484	157	19	the	the	DET
futech-484	157	20	new	new	ADJ
futech-484	157	21	policy	policy	NOUN
futech-484	157	22	framework	framework	NOUN
futech-484	157	23	,	,	PUNCT
futech-484	157	24	thereby	thereby	ADV
futech-484	157	25	contributing	contribute	VERB
futech-484	157	26	to	to	ADP
futech-484	157	27	educational	educational	ADJ
futech-484	157	28	equity	equity	NOUN
futech-484	157	29	goals	goal	NOUN
futech-484	157	30	.	.	PUNCT
futech-484	158	1	learning	learn	VERB
futech-484	158	2	efficiency	efficiency	NOUN
futech-484	158	3	metrics	metric	NOUN
futech-484	158	4	,	,	PUNCT
futech-484	158	5	presented	present	VERB
futech-484	158	6	in	in	ADP
futech-484	158	7	figure	figure	NOUN
futech-484	158	8	4b	4b	PROPN
futech-484	158	9	,	,	PUNCT
futech-484	158	10	demonstrate	demonstrate	VERB
futech-484	158	11	the	the	DET
futech-484	158	12	system	system	NOUN
futech-484	158	13	's	's	PART
futech-484	158	14	effectiveness	effectiveness	NOUN
futech-484	158	15	in	in	ADP
futech-484	158	16	optimizing	optimize	VERB
futech-484	158	17	task	task	NOUN
futech-484	158	18	completion	completion	NOUN
futech-484	158	19	across	across	ADP
futech-484	158	20	diverse	diverse	ADJ
futech-484	158	21	learning	learning	NOUN
futech-484	158	22	activities	activity	NOUN
futech-484	158	23	.	.	PUNCT
futech-484	159	1	problemsolving	problemsolve	VERB
futech-484	159	2	tasks	task	NOUN
futech-484	159	3	show	show	VERB
futech-484	159	4	the	the	DET
futech-484	159	5	most	most	ADV
futech-484	159	6	dramatic	dramatic	ADJ
futech-484	159	7	improvement	improvement	NOUN
futech-484	159	8	,	,	PUNCT
futech-484	159	9	with	with	ADP
futech-484	159	10	completion	completion	NOUN
futech-484	159	11	rates	rate	NOUN
futech-484	159	12	increasing	increase	VERB
futech-484	159	13	from	from	ADP
futech-484	159	14	52	52	NUM
futech-484	159	15	%	%	NOUN
futech-484	159	16	to	to	PART
futech-484	159	17	78	78	NUM
futech-484	159	18	%	%	NOUN
futech-484	159	19	while	while	SCONJ
futech-484	159	20	reducing	reduce	VERB
futech-484	159	21	time	time	NOUN
futech-484	159	22	investment	investment	NOUN
futech-484	159	23	by	by	ADP
futech-484	159	24	38	38	NUM
futech-484	159	25	%	%	NOUN
futech-484	159	26	.	.	PUNCT
futech-484	160	1	classroom	classroom	NOUN
futech-484	160	2	observations	observation	NOUN
futech-484	160	3	revealed	reveal	VERB
futech-484	160	4	students	student	NOUN
futech-484	160	5	spending	spend	VERB
futech-484	160	6	significantly	significantly	ADV
futech-484	160	7	less	less	ADJ
futech-484	160	8	time	time	NOUN
futech-484	160	9	in	in	ADP
futech-484	160	10	unproductive	unproductive	ADJ
futech-484	160	11	struggle	struggle	NOUN
futech-484	160	12	,	,	PUNCT
futech-484	160	13	with	with	ADP
futech-484	160	14	teachers	teacher	NOUN
futech-484	160	15	commenting	comment	VERB
futech-484	160	16	that	that	SCONJ
futech-484	160	17	the	the	DET
futech-484	160	18	system	system	NOUN
futech-484	160	19	's	's	PART
futech-484	160	20	scaffolding	scaffolding	NOUN
futech-484	160	21	appeared	appear	VERB
futech-484	160	22	well	well	ADV
futech-484	160	23	-	-	PUNCT
futech-484	160	24	timed	time	VERB
futech-484	160	25	to	to	PART
futech-484	160	26	maintain	maintain	VERB
futech-484	160	27	productive	productive	ADJ
futech-484	160	28	challenge	challenge	NOUN
futech-484	160	29	without	without	ADP
futech-484	160	30	causing	cause	VERB
futech-484	160	31	frustration	frustration	NOUN
futech-484	160	32	.	.	PUNCT
futech-484	161	1	this	this	DET
futech-484	161	2	enhancement	enhancement	NOUN
futech-484	161	3	proves	prove	VERB
futech-484	161	4	particularly	particularly	ADV
futech-484	161	5	valuable	valuable	ADJ
futech-484	161	6	for	for	SCONJ
futech-484	161	7	students	student	NOUN
futech-484	161	8	transitioning	transition	VERB
futech-484	161	9	from	from	ADP
futech-484	161	10	rote	rote	ADJ
futech-484	161	11	memorization	memorization	NOUN
futech-484	161	12	approaches	approach	VERB
futech-484	161	13	typical	typical	ADJ
futech-484	161	14	of	of	ADP
futech-484	161	15	traditional	traditional	ADJ
futech-484	161	16	tutoring	tutoring	NOUN
futech-484	161	17	to	to	ADP
futech-484	161	18	more	more	ADJ
futech-484	161	19	analytical	analytical	ADJ
futech-484	161	20	thinking	thinking	NOUN
futech-484	161	21	required	require	VERB
futech-484	161	22	in	in	ADP
futech-484	161	23	self	self	NOUN
futech-484	161	24	-	-	PUNCT
futech-484	161	25	directed	direct	VERB
futech-484	161	26	learning	learning	NOUN
futech-484	161	27	environments	environment	NOUN
futech-484	161	28	.	.	PUNCT
futech-484	162	1	video	video	NOUN
futech-484	162	2	learning	learning	NOUN
futech-484	162	3	and	and	CCONJ
futech-484	162	4	interactive	interactive	ADJ
futech-484	162	5	tasks	task	NOUN
futech-484	162	6	exhibit	exhibit	VERB
futech-484	162	7	completion	completion	NOUN
futech-484	162	8	rate	rate	NOUN
futech-484	162	9	improvements	improvement	NOUN
futech-484	162	10	exceeding	exceed	VERB
futech-484	162	11	85	85	NUM
futech-484	162	12	%	%	NOUN
futech-484	162	13	,	,	PUNCT
futech-484	162	14	indicating	indicate	VERB
futech-484	162	15	that	that	SCONJ
futech-484	162	16	the	the	DET
futech-484	162	17	system	system	NOUN
futech-484	162	18	successfully	successfully	ADV
futech-484	162	19	maintains	maintain	VERB
futech-484	162	20	student	student	NOUN
futech-484	162	21	engagement	engagement	NOUN
futech-484	162	22	across	across	ADP
futech-484	162	23	multiple	multiple	ADJ
futech-484	162	24	content	content	NOUN
futech-484	162	25	modalities	modality	NOUN
futech-484	162	26	without	without	ADP
futech-484	162	27	the	the	DET
futech-484	162	28	external	external	ADJ
futech-484	162	29	motivation	motivation	NOUN
futech-484	162	30	previously	previously	ADV
futech-484	162	31	provided	provide	VERB
futech-484	162	32	by	by	ADP
futech-484	162	33	tutors	tutor	NOUN
futech-484	162	34	.	.	PUNCT
futech-484	162	35	table	table	NOUN
futech-484	162	36	3	3	NUM
futech-484	162	37	.	.	PUNCT
futech-484	162	38	integration	integration	NOUN
futech-484	162	39	of	of	ADP
futech-484	162	40	quantitative	quantitative	ADJ
futech-484	162	41	and	and	CCONJ
futech-484	162	42	qualitative	qualitative	ADJ
futech-484	162	43	evidence	evidence	NOUN
futech-484	162	44	the	the	DET
futech-484	162	45	adaptive	adaptive	ADJ
futech-484	162	46	nature	nature	NOUN
futech-484	162	47	of	of	ADP
futech-484	162	48	the	the	DET
futech-484	162	49	regulation	regulation	NOUN
futech-484	162	50	system	system	NOUN
futech-484	162	51	accommodates	accommodate	VERB
futech-484	162	52	different	different	ADJ
futech-484	162	53	learning	learning	NOUN
futech-484	162	54	styles	style	NOUN
futech-484	162	55	effectively	effectively	ADV
futech-484	162	56	,	,	PUNCT
futech-484	162	57	as	as	SCONJ
futech-484	162	58	shown	show	VERB
futech-484	162	59	in	in	ADP
futech-484	162	60	figure	figure	NOUN
futech-484	162	61	4c	4c	NOUN
futech-484	162	62	.	.	PUNCT
futech-484	163	1	while	while	SCONJ
futech-484	163	2	all	all	DET
futech-484	163	3	learner	learner	NOUN
futech-484	163	4	types	type	NOUN
futech-484	163	5	experience	experience	VERB
futech-484	163	6	cognitive	cognitive	ADJ
futech-484	163	7	load	load	NOUN
futech-484	163	8	reductions	reduction	NOUN
futech-484	163	9	exceeding	exceed	VERB
futech-484	163	10	22	22	NUM
futech-484	163	11	%	%	NOUN
futech-484	163	12	,	,	PUNCT
futech-484	163	13	satisfaction	satisfaction	NOUN
futech-484	163	14	ratings	rating	NOUN
futech-484	163	15	reveal	reveal	VERB
futech-484	163	16	nuanced	nuanced	ADJ
futech-484	163	17	responses	response	NOUN
futech-484	163	18	to	to	ADP
futech-484	163	19	system	system	NOUN
futech-484	163	20	interventions	intervention	NOUN
futech-484	163	21	.	.	PUNCT
futech-484	164	1	most	most	ADV
futech-484	164	2	satisfied	satisfied	ADJ
futech-484	164	3	are	be	AUX
futech-484	164	4	auditory	auditory	ADJ
futech-484	164	5	learners	learner	NOUN
futech-484	164	6	(	(	PUNCT
futech-484	164	7	4.5	4.5	NUM
futech-484	164	8	)	)	PUNCT
futech-484	164	9	,	,	PUNCT
futech-484	164	10	possibly	possibly	ADV
futech-484	164	11	a	a	DET
futech-484	164	12	spin	spin	NOUN
futech-484	164	13	-	-	PUNCT
futech-484	164	14	off	off	NOUN
futech-484	164	15	from	from	ADP
futech-484	164	16	audio	audio	ADJ
futech-484	164	17	feedback	feedback	NOUN
futech-484	164	18	facilities	facility	NOUN
futech-484	164	19	offered	offer	VERB
futech-484	164	20	by	by	ADP
futech-484	164	21	the	the	DET
futech-484	164	22	system	system	NOUN
futech-484	164	23	,	,	PUNCT
futech-484	164	24	replacing	replace	VERB
futech-484	164	25	the	the	DET
futech-484	164	26	verbal	verbal	ADJ
futech-484	164	27	instructions	instruction	NOUN
futech-484	164	28	of	of	ADP
futech-484	164	29	teachers	teacher	NOUN
futech-484	164	30	.	.	PUNCT
futech-484	165	1	physically	physically	ADV
futech-484	165	2	-	-	PUNCT
futech-484	165	3	based	base	VERB
futech-484	165	4	learners	learner	NOUN
futech-484	165	5	,	,	PUNCT
futech-484	165	6	in	in	ADP
futech-484	165	7	spite	spite	NOUN
futech-484	165	8	of	of	ADP
futech-484	165	9	all	all	DET
futech-484	165	10	their	their	PRON
futech-484	165	11	big	big	ADJ
futech-484	165	12	cognitive	cognitive	ADJ
futech-484	165	13	load	load	NOUN
futech-484	165	14	savings	saving	NOUN
futech-484	165	15	from	from	ADP
futech-484	165	16	75	75	NUM
futech-484	165	17	to	to	PART
futech-484	165	18	58	58	NUM
futech-484	165	19	,	,	PUNCT
futech-484	165	20	are	be	AUX
futech-484	165	21	less	less	ADV
futech-484	165	22	satisfied	satisfied	ADJ
futech-484	165	23	(	(	PUNCT
futech-484	165	24	4.1	4.1	NUM
futech-484	165	25	)	)	PUNCT
futech-484	165	26	,	,	PUNCT
futech-484	165	27	which	which	PRON
futech-484	165	28	indicates	indicate	VERB
futech-484	165	29	computer	computer	NOUN
futech-484	165	30	settings	setting	NOUN
futech-484	165	31	continue	continue	VERB
futech-484	165	32	to	to	PART
futech-484	165	33	pose	pose	VERB
futech-484	165	34	a	a	DET
futech-484	165	35	problem	problem	NOUN
futech-484	165	36	for	for	ADP
futech-484	165	37	physically	physically	ADV
futech-484	165	38	-	-	PUNCT
futech-484	165	39	based	base	VERB
futech-484	165	40	learning	learning	NOUN
futech-484	165	41	modes	mode	NOUN
futech-484	165	42	.	.	PUNCT
futech-484	166	1	the	the	DET
futech-484	166	2	results	result	NOUN
futech-484	166	3	set	set	VERB
futech-484	166	4	out	out	ADP
futech-484	166	5	how	how	SCONJ
futech-484	166	6	multimodal	multimodal	ADJ
futech-484	166	7	support	support	NOUN
futech-484	166	8	is	be	AUX
futech-484	166	9	imperative	imperative	ADJ
futech-484	166	10	to	to	ADP
futech-484	166	11	overcoming	overcome	VERB
futech-484	166	12	varied	varied	ADJ
futech-484	166	13	learning	learning	NOUN
futech-484	166	14	requirements	requirement	NOUN
futech-484	166	15	in	in	ADP
futech-484	166	16	online	online	ADJ
futech-484	166	17	teaching	teaching	NOUN
futech-484	166	18	contexts	contexts	NOUN
futech-484	166	19	.	.	PUNCT
futech-484	167	1	system	system	NOUN
futech-484	167	2	performance	performance	NOUN
futech-484	167	3	measures	measure	NOUN
futech-484	167	4	,	,	PUNCT
futech-484	167	5	as	as	SCONJ
futech-484	167	6	articulated	articulated	ADJ
futech-484	167	7	in	in	ADP
futech-484	167	8	table	table	NOUN
futech-484	167	9	4	4	NUM
futech-484	167	10	,	,	PUNCT
futech-484	167	11	confirm	confirm	VERB
futech-484	167	12	the	the	DET
futech-484	167	13	technical	technical	ADJ
futech-484	167	14	reliability	reliability	NOUN
futech-484	167	15	required	require	VERB
futech-484	167	16	to	to	PART
futech-484	167	17	support	support	VERB
futech-484	167	18	massscale	massscale	NOUN
futech-484	167	19	education	education	NOUN
futech-484	167	20	change	change	NOUN
futech-484	167	21	.	.	PUNCT
futech-484	168	1	87.3	87.3	NUM
futech-484	168	2	%	%	NOUN
futech-484	168	3	accuracy	accuracy	NOUN
futech-484	168	4	in	in	ADP
futech-484	168	5	identifying	identify	VERB
futech-484	168	6	cognitive	cognitive	ADJ
futech-484	168	7	load	load	NOUN
futech-484	168	8	confirms	confirm	VERB
futech-484	168	9	safe	safe	ADJ
futech-484	168	10	detection	detection	NOUN
futech-484	168	11	of	of	ADP
futech-484	168	12	struggling	struggle	VERB
futech-484	168	13	student	student	NOUN
futech-484	168	14	moments	moment	NOUN
futech-484	168	15	,	,	PUNCT
futech-484	168	16	and	and	CCONJ
futech-484	168	17	a	a	DET
futech-484	168	18	234	234	NUM
futech-484	168	19	-	-	PUNCT
futech-484	168	20	millisecond	millisecond	NOUN
futech-484	168	21	response	response	NOUN
futech-484	168	22	time	time	NOUN
futech-484	168	23	provides	provide	VERB
futech-484	168	24	timely	timely	ADJ
futech-484	168	25	intervention	intervention	NOUN
futech-484	168	26	before	before	ADP
futech-484	168	27	frustration	frustration	NOUN
futech-484	168	28	or	or	CCONJ
futech-484	168	29	disengagement	disengagement	NOUN
futech-484	168	30	.	.	PUNCT
futech-484	169	1	the	the	DET
futech-484	169	2	8.7	8.7	NUM
futech-484	169	3	%	%	NOUN
futech-484	169	4	false	false	ADJ
futech-484	169	5	positive	positive	ADJ
futech-484	169	6	rate	rate	NOUN
futech-484	169	7	is	be	AUX
futech-484	169	8	far	far	ADV
futech-484	169	9	below	below	ADP
futech-484	169	10	the	the	DET
futech-484	169	11	industry	industry	NOUN
futech-484	169	12	benchmark	benchmark	NOUN
futech-484	169	13	,	,	PUNCT
futech-484	169	14	reducing	reduce	VERB
futech-484	169	15	interruptions	interruption	NOUN
futech-484	169	16	to	to	ADP
futech-484	169	17	learning	learn	VERB
futech-484	169	18	flow	flow	NOUN
futech-484	169	19	.	.	PUNCT
futech-484	170	1	these	these	DET
futech-484	170	2	technological	technological	ADJ
futech-484	170	3	advancements	advancement	NOUN
futech-484	170	4	become	become	VERB
futech-484	170	5	even	even	ADV
futech-484	170	6	more	more	ADV
futech-484	170	7	relevant	relevant	ADJ
futech-484	170	8	when	when	SCONJ
futech-484	170	9	taking	take	VERB
futech-484	170	10	into	into	ADP
futech-484	170	11	account	account	NOUN
futech-484	170	12	the	the	DET
futech-484	170	13	320	320	NUM
futech-484	170	14	students	student	NOUN
futech-484	170	15	impacted	impact	VERB
futech-484	170	16	,	,	PUNCT
futech-484	170	17	75	75	NUM
futech-484	170	18	%	%	NOUN
futech-484	170	19	of	of	ADP
futech-484	170	20	whom	whom	PRON
futech-484	170	21	had	have	AUX
futech-484	170	22	previously	previously	ADV
futech-484	170	23	relied	rely	VERB
futech-484	170	24	on	on	ADP
futech-484	170	25	outside	outside	ADJ
futech-484	170	26	tutoring	tutoring	NOUN
futech-484	170	27	to	to	PART
futech-484	170	28	be	be	AUX
futech-484	170	29	supported	support	VERB
futech-484	170	30	academically	academically	ADV
futech-484	170	31	.	.	PUNCT
futech-484	171	1	the	the	DET
futech-484	171	2	application	application	NOUN
futech-484	171	3	of	of	ADP
futech-484	171	4	intelligent	intelligent	ADJ
futech-484	171	5	regulation	regulation	NOUN
futech-484	171	6	mechanisms	mechanism	NOUN
futech-484	171	7	holds	hold	VERB
futech-484	171	8	transformation	transformation	NOUN
futech-484	171	9	potential	potential	NOUN
futech-484	171	10	beyond	beyond	ADP
futech-484	171	11	the	the	DET
futech-484	171	12	provision	provision	NOUN
futech-484	171	13	of	of	ADP
futech-484	171	14	improved	improved	ADJ
futech-484	171	15	performance	performance	NOUN
futech-484	171	16	delivery	delivery	NOUN
futech-484	171	17	.	.	PUNCT
futech-484	172	1	metacognitive	metacognitive	ADJ
futech-484	172	2	awareness	awareness	NOUN
futech-484	172	3	is	be	AUX
futech-484	172	4	cultivated	cultivate	VERB
futech-484	172	5	in	in	ADP
futech-484	172	6	learners	learner	NOUN
futech-484	172	7	through	through	ADP
futech-484	172	8	system	system	NOUN
futech-484	172	9	feedback	feedback	NOUN
futech-484	172	10	,	,	PUNCT
futech-484	172	11	with	with	ADP
futech-484	172	12	the	the	DET
futech-484	172	13	learners	learner	NOUN
futech-484	172	14	progressively	progressively	ADV
futech-484	172	15	internalizing	internalize	VERB
futech-484	172	16	self	self	NOUN
futech-484	172	17	-	-	PUNCT
futech-484	172	18	regulation	regulation	NOUN
futech-484	172	19	strategies	strategy	NOUN
futech-484	172	20	formerly	formerly	ADV
futech-484	172	21	scaffolded	scaffold	VERB
futech-484	172	22	by	by	ADP
futech-484	172	23	tutors	tutor	NOUN
futech-484	172	24	.	.	PUNCT
futech-484	173	1	the	the	DET
futech-484	173	2	82.4	82.4	NUM
futech-484	173	3	%	%	NOUN
futech-484	173	4	adaptation	adaptation	NOUN
futech-484	173	5	accuracy	accuracy	NOUN
futech-484	173	6	attests	attest	VERB
futech-484	173	7	to	to	ADP
futech-484	173	8	the	the	DET
futech-484	173	9	fact	fact	NOUN
futech-484	173	10	that	that	SCONJ
futech-484	173	11	personalized	personalized	ADJ
futech-484	173	12	interventions	intervention	NOUN
futech-484	173	13	are	be	AUX
futech-484	173	14	highly	highly	ADV
futech-484	173	15	coupled	couple	VERB
futech-484	173	16	to	to	ADP
futech-484	173	17	individual	individual	ADJ
futech-484	173	18	learning	learn	VERB
futech-484	173	19	pathways	pathway	NOUN
futech-484	173	20	,	,	PUNCT
futech-484	173	21	precipitating	precipitate	VERB
futech-484	173	22	autonomous	autonomous	ADJ
futech-484	173	23	learning	learning	NOUN
futech-484	173	24	competencies	competency	NOUN
futech-484	173	25	essential	essential	ADJ
futech-484	173	26	to	to	ADP
futech-484	173	27	long	long	ADJ
futech-484	173	28	-	-	PUNCT
futech-484	173	29	term	term	NOUN
futech-484	173	30	academic	academic	ADJ
futech-484	173	31	achievement	achievement	NOUN
futech-484	173	32	.	.	PUNCT
futech-484	174	1	the	the	DET
futech-484	174	2	99.2	99.2	NUM
futech-484	174	3	%	%	NOUN
futech-484	174	4	system	system	NOUN
futech-484	174	5	availability	availability	NOUN
futech-484	174	6	guarantees	guarantee	VERB
futech-484	174	7	support	support	VERB
futech-484	174	8	continuity	continuity	NOUN
futech-484	174	9	with	with	ADP
futech-484	174	10	little	little	ADJ
futech-484	174	11	disruption	disruption	NOUN
futech-484	174	12	,	,	PUNCT
futech-484	174	13	allaying	allay	VERB
futech-484	174	14	fears	fear	NOUN
futech-484	174	15	of	of	ADP
futech-484	174	16	the	the	DET
futech-484	174	17	effects	effect	NOUN
futech-484	174	18	of	of	ADP
futech-484	174	19	the	the	DET
futech-484	174	20	digital	digital	ADJ
futech-484	174	21	divide	divide	NOUN
futech-484	174	22	on	on	ADP
futech-484	174	23	learning	learn	VERB
futech-484	174	24	continuity	continuity	NOUN
futech-484	174	25	.	.	PUNCT
futech-484	175	1	quantitative	quantitative	ADJ
futech-484	175	2	finding	find	VERB
futech-484	175	3	qualitative	qualitative	ADJ
futech-484	175	4	evidence	evidence	NOUN
futech-484	175	5	convergence	convergence	NOUN
futech-484	175	6	low	low	ADJ
futech-484	175	7	-	-	PUNCT
futech-484	175	8	ses	se	NOUN
futech-484	175	9	:	:	PUNCT
futech-484	175	10	+15.3	+15.3	ADP
futech-484	175	11	points	point	NOUN
futech-484	175	12	parents	parent	NOUN
futech-484	175	13	report	report	VERB
futech-484	175	14	financial	financial	ADJ
futech-484	175	15	relief	relief	NOUN
futech-484	175	16	from	from	ADP
futech-484	175	17	affordable	affordable	ADJ
futech-484	175	18	ai	ai	PROPN
futech-484	175	19	support	support	NOUN
futech-484	175	20	strong	strong	ADJ
futech-484	175	21	task	task	NOUN
futech-484	175	22	completion	completion	NOUN
futech-484	175	23	:	:	PUNCT
futech-484	175	24	52%→78	52%→78	NUM
futech-484	175	25	%	%	NOUN
futech-484	175	26	teachers	teacher	NOUN
futech-484	175	27	observe	observe	VERB
futech-484	175	28	reduced	reduce	VERB
futech-484	175	29	time	time	NOUN
futech-484	175	30	in	in	ADP
futech-484	175	31	unproductive	unproductive	ADJ
futech-484	175	32	struggle	struggle	NOUN
futech-484	175	33	strong	strong	ADJ
futech-484	175	34	response	response	NOUN
futech-484	175	35	time	time	NOUN
futech-484	175	36	:	:	PUNCT
futech-484	175	37	234ms	234ms	NOUN
futech-484	175	38	students	student	NOUN
futech-484	175	39	experience	experience	VERB
futech-484	175	40	timely	timely	ADJ
futech-484	175	41	support	support	NOUN
futech-484	175	42	before	before	ADP
futech-484	175	43	frustration	frustration	NOUN
futech-484	175	44	strong	strong	ADJ
futech-484	175	45	load	load	NOUN
futech-484	175	46	reduction	reduction	NOUN
futech-484	175	47	:	:	PUNCT
futech-484	175	48	>	>	PUNCT
futech-484	175	49	22	22	NUM
futech-484	175	50	%	%	NOUN
futech-484	175	51	learners	learner	NOUN
futech-484	175	52	report	report	NOUN
futech-484	175	53	decreased	decrease	VERB
futech-484	175	54	confusion	confusion	NOUN
futech-484	175	55	and	and	CCONJ
futech-484	176	1	anxiety	anxiety	NOUN
futech-484	176	2	moderate	moderate	ADJ
futech-484	176	3	j.	j.	PROPN
futech-484	176	4	zhai	zhai	PROPN
futech-484	176	5	et	et	PROPN
futech-484	176	6	al	al	PROPN
futech-484	176	7	.	.	PROPN
futech-484	176	8	/future	/future	PUNCT
futech-484	176	9	technology	technology	PROPN
futech-484	176	10	november	november	PROPN
futech-484	176	11	2025|	2025|	NUM
futech-484	176	12	volume	volume	NOUN
futech-484	176	13	04	04	NUM
futech-484	177	1	|	|	ADV
futech-484	177	2	issue	issue	VERB
futech-484	177	3	04	04	NUM
futech-484	178	1	|	|	CCONJ
futech-484	178	2	pages	page	VERB
futech-484	178	3	205	205	NUM
futech-484	178	4	-	-	SYM
futech-484	178	5	215	215	NUM
futech-484	178	6	211	211	NUM
futech-484	178	7	figure	figure	NOUN
futech-484	178	8	4	4	NUM
futech-484	178	9	.	.	PUNCT
futech-484	178	10	effects	effect	NOUN
futech-484	178	11	of	of	ADP
futech-484	178	12	intelligent	intelligent	ADJ
futech-484	178	13	cognitive	cognitive	ADJ
futech-484	178	14	load	load	NOUN
futech-484	178	15	regulation	regulation	NOUN
futech-484	178	16	on	on	ADP
futech-484	178	17	learning	learn	VERB
futech-484	178	18	outcomes	outcome	NOUN
futech-484	178	19	.	.	PUNCT
futech-484	179	1	(	(	PUNCT
futech-484	179	2	a	a	X
futech-484	179	3	)	)	PUNCT
futech-484	179	4	academic	academic	ADJ
futech-484	179	5	achievement	achievement	NOUN
futech-484	179	6	before	before	ADV
futech-484	179	7	and	and	CCONJ
futech-484	179	8	after	after	ADP
futech-484	179	9	regulation	regulation	NOUN
futech-484	179	10	,	,	PUNCT
futech-484	179	11	(	(	PUNCT
futech-484	179	12	b	b	X
futech-484	179	13	)	)	PUNCT
futech-484	179	14	learning	learn	VERB
futech-484	179	15	efficiency	efficiency	NOUN
futech-484	179	16	and	and	CCONJ
futech-484	179	17	task	task	NOUN
futech-484	179	18	completion	completion	NOUN
futech-484	179	19	analysis	analysis	NOUN
futech-484	179	20	,	,	PUNCT
futech-484	179	21	(	(	PUNCT
futech-484	179	22	c	c	NOUN
futech-484	179	23	)	)	PUNCT
futech-484	179	24	cognitive	cognitive	ADJ
futech-484	179	25	load	load	NOUN
futech-484	179	26	optimization	optimization	NOUN
futech-484	179	27	effects	effect	NOUN
futech-484	179	28	on	on	ADP
futech-484	179	29	different	different	ADJ
futech-484	179	30	learner	learner	NOUN
futech-484	179	31	types	type	NOUN
futech-484	179	32	these	these	DET
futech-484	179	33	validation	validation	NOUN
futech-484	179	34	findings	finding	NOUN
futech-484	179	35	demonstrate	demonstrate	VERB
futech-484	179	36	that	that	SCONJ
futech-484	179	37	intelligent	intelligent	ADJ
futech-484	179	38	cognitive	cognitive	ADJ
futech-484	179	39	load	load	NOUN
futech-484	179	40	management	management	NOUN
futech-484	179	41	indeed	indeed	ADV
futech-484	179	42	closes	close	VERB
futech-484	179	43	the	the	DET
futech-484	179	44	support	support	NOUN
futech-484	179	45	gap	gap	NOUN
futech-484	179	46	generated	generate	VERB
futech-484	179	47	by	by	ADP
futech-484	179	48	policy	policy	NOUN
futech-484	179	49	-	-	PUNCT
futech-484	179	50	driven	drive	VERB
futech-484	179	51	educational	educational	ADJ
futech-484	179	52	reform	reform	NOUN
futech-484	179	53	.	.	PUNCT
futech-484	180	1	the	the	DET
futech-484	180	2	synthesis	synthesis	NOUN
futech-484	180	3	of	of	ADP
futech-484	180	4	enhanced	enhanced	ADJ
futech-484	180	5	academic	academic	ADJ
futech-484	180	6	performance	performance	NOUN
futech-484	180	7	,	,	PUNCT
futech-484	180	8	efficiency	efficiency	NOUN
futech-484	180	9	of	of	ADP
futech-484	180	10	learning	learning	NOUN
futech-484	180	11	,	,	PUNCT
futech-484	180	12	and	and	CCONJ
futech-484	180	13	strong	strong	ADJ
futech-484	180	14	technical	technical	ADJ
futech-484	180	15	performance	performance	NOUN
futech-484	180	16	forms	form	VERB
futech-484	180	17	the	the	DET
futech-484	180	18	basis	basis	NOUN
futech-484	180	19	of	of	ADP
futech-484	180	20	deployability	deployability	NOUN
futech-484	180	21	in	in	ADP
futech-484	180	22	larger	large	ADJ
futech-484	180	23	student	student	NOUN
futech-484	180	24	cohorts	cohort	NOUN
futech-484	180	25	experiencing	experience	VERB
futech-484	180	26	equivalent	equivalent	ADJ
futech-484	180	27	transitions	transition	NOUN
futech-484	180	28	from	from	ADP
futech-484	180	29	conventional	conventional	ADJ
futech-484	180	30	tutoring	tutoring	NOUN
futech-484	180	31	-	-	PUNCT
futech-484	180	32	dependent	dependent	ADJ
futech-484	180	33	paradigms	paradigm	NOUN
futech-484	180	34	to	to	ADP
futech-484	180	35	technology	technology	NOUN
futech-484	180	36	-	-	PUNCT
futech-484	180	37	facilitated	facilitate	VERB
futech-484	180	38	self	self	NOUN
futech-484	180	39	-	-	PUNCT
futech-484	180	40	study	study	NOUN
futech-484	180	41	learning	learning	NOUN
futech-484	180	42	environments	environment	NOUN
futech-484	180	43	.	.	PUNCT
futech-484	181	1	this	this	DET
futech-484	181	2	triangulation	triangulation	NOUN
futech-484	181	3	demonstrates	demonstrate	VERB
futech-484	181	4	how	how	SCONJ
futech-484	181	5	quantitative	quantitative	ADJ
futech-484	181	6	improvements	improvement	NOUN
futech-484	181	7	translate	translate	VERB
futech-484	181	8	to	to	ADP
futech-484	181	9	lived	lived	ADJ
futech-484	181	10	experiences	experience	NOUN
futech-484	181	11	—	—	PUNCT
futech-484	181	12	efficiency	efficiency	NOUN
futech-484	181	13	gains	gain	NOUN
futech-484	181	14	reflect	reflect	VERB
futech-484	181	15	reduced	reduced	ADJ
futech-484	181	16	frustration	frustration	NOUN
futech-484	181	17	,	,	PUNCT
futech-484	181	18	accuracy	accuracy	NOUN
futech-484	181	19	metrics	metric	NOUN
futech-484	181	20	capture	capture	VERB
futech-484	181	21	responsive	responsive	ADJ
futech-484	181	22	support	support	NOUN
futech-484	181	23	,	,	PUNCT
futech-484	181	24	and	and	CCONJ
futech-484	181	25	performance	performance	NOUN
futech-484	181	26	improvements	improvement	NOUN
futech-484	181	27	embody	embody	VERB
futech-484	181	28	renewed	renew	VERB
futech-484	181	29	learning	learning	NOUN
futech-484	181	30	confidence	confidence	NOUN
futech-484	181	31	.	.	PUNCT
futech-484	182	1	table	table	NOUN
futech-484	182	2	4	4	NUM
futech-484	182	3	.	.	PUNCT
futech-484	182	4	system	system	NOUN
futech-484	182	5	accuracy	accuracy	NOUN
futech-484	182	6	and	and	CCONJ
futech-484	182	7	responsiveness	responsiveness	NOUN
futech-484	182	8	evaluation	evaluation	NOUN
futech-484	182	9	results	result	NOUN
futech-484	182	10	note	note	VERB
futech-484	182	11	:	:	PUNCT
futech-484	182	12	system	system	NOUN
futech-484	182	13	evaluated	evaluate	VERB
futech-484	182	14	using	use	VERB
futech-484	182	15	data	datum	NOUN
futech-484	182	16	from	from	ADP
futech-484	182	17	320	320	NUM
futech-484	182	18	students	student	NOUN
futech-484	182	19	in	in	ADP
futech-484	182	20	dongcheng	dongcheng	PROPN
futech-484	182	21	district	district	NOUN
futech-484	182	22	following	follow	VERB
futech-484	182	23	double	double	ADJ
futech-484	182	24	reduction	reduction	NOUN
futech-484	182	25	policy	policy	NOUN
futech-484	182	26	implementation	implementation	NOUN
futech-484	182	27	,	,	PUNCT
futech-484	182	28	with	with	ADP
futech-484	182	29	particular	particular	ADJ
futech-484	182	30	focus	focus	NOUN
futech-484	182	31	on	on	ADP
futech-484	182	32	supporting	support	VERB
futech-484	182	33	students	student	NOUN
futech-484	182	34	who	who	PRON
futech-484	182	35	previously	previously	ADV
futech-484	182	36	relied	rely	VERB
futech-484	182	37	on	on	ADP
futech-484	182	38	tutoring	tutoring	NOUN
futech-484	182	39	services	service	NOUN
futech-484	182	40	(	(	PUNCT
futech-484	182	41	pre	pre	ADJ
futech-484	182	42	-	-	ADJ
futech-484	182	43	policy	policy	ADJ
futech-484	182	44	participation	participation	NOUN
futech-484	182	45	rate	rate	NOUN
futech-484	182	46	:	:	PUNCT
futech-484	182	47	75	75	NUM
futech-484	182	48	%	%	NOUN
futech-484	182	49	)	)	PUNCT
futech-484	182	50	.	.	PUNCT
futech-484	183	1	3.3	3.3	NUM
futech-484	183	2	evaluation	evaluation	NOUN
futech-484	183	3	of	of	ADP
futech-484	183	4	educational	educational	ADJ
futech-484	183	5	practice	practice	NOUN
futech-484	183	6	application	application	NOUN
futech-484	183	7	effectiveness	effectiveness	NOUN
futech-484	183	8	the	the	DET
futech-484	183	9	analysis	analysis	NOUN
futech-484	183	10	of	of	ADP
futech-484	183	11	pedagogical	pedagogical	ADJ
futech-484	183	12	practice	practice	NOUN
futech-484	183	13	applications	application	NOUN
futech-484	183	14	in	in	ADP
futech-484	183	15	dongcheng	dongcheng	PROPN
futech-484	183	16	district	district	NOUN
futech-484	183	17	offers	offer	VERB
futech-484	183	18	comprehensive	comprehensive	ADJ
futech-484	183	19	insights	insight	NOUN
futech-484	183	20	into	into	ADP
futech-484	183	21	stakeholder	stakeholder	NOUN
futech-484	183	22	adaptation	adaptation	NOUN
futech-484	183	23	amid	amid	ADP
futech-484	183	24	the	the	DET
futech-484	183	25	adoption	adoption	NOUN
futech-484	183	26	of	of	ADP
futech-484	183	27	smart	smart	ADJ
futech-484	183	28	cognitive	cognitive	ADJ
futech-484	183	29	load	load	NOUN
futech-484	183	30	management	management	NOUN
futech-484	183	31	systems	system	NOUN
futech-484	183	32	in	in	ADP
futech-484	183	33	the	the	DET
futech-484	183	34	post	post	ADJ
futech-484	183	35	-	-	ADJ
futech-484	183	36	double	double	ADJ
futech-484	183	37	reduction	reduction	NOUN
futech-484	183	38	policy	policy	NOUN
futech-484	183	39	era	era	NOUN
futech-484	183	40	.	.	PUNCT
futech-484	184	1	the	the	DET
futech-484	184	2	critique	critique	NOUN
futech-484	184	3	integrates	integrate	VERB
futech-484	184	4	feedback	feedback	NOUN
futech-484	184	5	from	from	ADP
futech-484	184	6	320	320	NUM
futech-484	184	7	students	student	NOUN
futech-484	184	8	,	,	PUNCT
futech-484	184	9	45	45	NUM
futech-484	184	10	educators	educator	NOUN
futech-484	184	11	,	,	PUNCT
futech-484	184	12	and	and	CCONJ
futech-484	184	13	280	280	NUM
futech-484	184	14	parents	parent	NOUN
futech-484	184	15	who	who	PRON
futech-484	184	16	together	together	ADV
futech-484	184	17	experience	experience	VERB
futech-484	184	18	the	the	DET
futech-484	184	19	paradigm	paradigm	NOUN
futech-484	184	20	shift	shift	NOUN
futech-484	184	21	from	from	ADP
futech-484	184	22	tutoring	tutoring	NOUN
futech-484	184	23	-	-	PUNCT
futech-484	184	24	dependent	dependent	ADJ
futech-484	184	25	learning	learning	NOUN
futech-484	184	26	to	to	ADP
futech-484	184	27	independent	independent	ADJ
futech-484	184	28	learning	learning	NOUN
futech-484	184	29	with	with	ADP
futech-484	184	30	the	the	DET
futech-484	184	31	support	support	NOUN
futech-484	184	32	of	of	ADP
futech-484	184	33	technology	technology	NOUN
futech-484	184	34	.	.	PUNCT
futech-484	185	1	as	as	SCONJ
futech-484	185	2	can	can	AUX
futech-484	185	3	be	be	AUX
futech-484	185	4	seen	see	VERB
futech-484	185	5	in	in	ADP
futech-484	185	6	figure	figure	NOUN
futech-484	185	7	5a	5a	NUM
futech-484	185	8	,	,	PUNCT
futech-484	185	9	multi	multi	ADJ
futech-484	185	10	-	-	ADJ
futech-484	185	11	stakeholder	stakeholder	ADJ
futech-484	185	12	acceptance	acceptance	NOUN
futech-484	185	13	levels	level	NOUN
futech-484	185	14	record	record	VERB
futech-484	185	15	steady	steady	ADJ
futech-484	185	16	enhancement	enhancement	NOUN
futech-484	185	17	during	during	ADP
futech-484	185	18	the	the	DET
futech-484	185	19	sixmonth	sixmonth	ADJ
futech-484	185	20	implementation	implementation	NOUN
futech-484	185	21	duration	duration	NOUN
futech-484	185	22	.	.	PUNCT
futech-484	186	1	student	student	NOUN
futech-484	186	2	acceptance	acceptance	NOUN
futech-484	186	3	went	go	VERB
futech-484	186	4	up	up	ADP
futech-484	186	5	from	from	ADP
futech-484	186	6	65.3	65.3	NUM
futech-484	186	7	%	%	NOUN
futech-484	186	8	to	to	ADP
futech-484	186	9	82.4	82.4	NUM
futech-484	186	10	%	%	NOUN
futech-484	186	11	,	,	PUNCT
futech-484	186	12	indicating	indicate	VERB
futech-484	186	13	a	a	DET
futech-484	186	14	gradual	gradual	ADJ
futech-484	186	15	adjustment	adjustment	NOUN
futech-484	186	16	to	to	ADP
futech-484	186	17	independent	independent	ADJ
futech-484	186	18	learning	learning	NOUN
futech-484	186	19	spaces	space	NOUN
futech-484	186	20	once	once	ADV
futech-484	186	21	contained	contain	VERB
futech-484	186	22	by	by	ADP
futech-484	186	23	extensive	extensive	ADJ
futech-484	186	24	tutoring	tutoring	NOUN
futech-484	186	25	sessions	session	NOUN
futech-484	186	26	.	.	PUNCT
futech-484	187	1	teacher	teacher	NOUN
futech-484	187	2	acceptance	acceptance	NOUN
futech-484	187	3	showed	show	VERB
futech-484	187	4	the	the	DET
futech-484	187	5	greatest	great	ADJ
futech-484	187	6	improvement	improvement	NOUN
futech-484	187	7	,	,	PUNCT
futech-484	187	8	from	from	ADP
futech-484	187	9	58.2	58.2	NUM
futech-484	187	10	%	%	NOUN
futech-484	187	11	to	to	ADP
futech-484	187	12	78.6	78.6	NUM
futech-484	187	13	%	%	NOUN
futech-484	187	14	,	,	PUNCT
futech-484	187	15	despite	despite	SCONJ
futech-484	187	16	initial	initial	ADJ
futech-484	187	17	resistance	resistance	NOUN
futech-484	187	18	based	base	VERB
futech-484	187	19	on	on	ADP
futech-484	187	20	fears	fear	NOUN
futech-484	187	21	of	of	ADP
futech-484	187	22	technological	technological	ADJ
futech-484	187	23	incorporation	incorporation	NOUN
futech-484	187	24	undermining	undermine	VERB
futech-484	187	25	entrenched	entrenched	ADJ
futech-484	187	26	pedagogical	pedagogical	ADJ
futech-484	187	27	traditions	tradition	NOUN
futech-484	187	28	.	.	PUNCT
futech-484	188	1	parents	parent	NOUN
futech-484	188	2	maintained	maintain	VERB
futech-484	188	3	the	the	DET
futech-484	188	4	highest	high	ADJ
futech-484	188	5	acceptance	acceptance	NOUN
futech-484	188	6	levels	level	NOUN
futech-484	188	7	throughout	throughout	ADV
futech-484	188	8	,	,	PUNCT
futech-484	188	9	increasing	increase	VERB
futech-484	188	10	from	from	ADP
futech-484	188	11	72.4	72.4	NUM
futech-484	188	12	%	%	NOUN
futech-484	188	13	to	to	ADP
futech-484	188	14	85.2	85.2	NUM
futech-484	188	15	%	%	NOUN
futech-484	188	16	,	,	PUNCT
futech-484	188	17	driven	drive	VERB
futech-484	188	18	by	by	ADP
futech-484	188	19	relief	relief	NOUN
futech-484	188	20	at	at	ADP
futech-484	188	21	finding	find	VERB
futech-484	188	22	cost	cost	NOUN
futech-484	188	23	-	-	PUNCT
futech-484	188	24	effective	effective	ADJ
futech-484	188	25	alternatives	alternative	NOUN
futech-484	188	26	to	to	ADP
futech-484	188	27	the	the	DET
futech-484	188	28	expensive	expensive	ADJ
futech-484	188	29	private	private	ADJ
futech-484	188	30	tutoring	tutoring	NOUN
futech-484	188	31	services	service	NOUN
futech-484	188	32	described	describe	VERB
futech-484	188	33	in	in	ADP
futech-484	188	34	the	the	DET
futech-484	188	35	foundational	foundational	ADJ
futech-484	188	36	study	study	NOUN
futech-484	188	37	.	.	PUNCT
futech-484	189	1	longitudinal	longitudinal	ADJ
futech-484	189	2	patterns	pattern	NOUN
futech-484	189	3	of	of	ADP
futech-484	189	4	satisfaction	satisfaction	NOUN
futech-484	189	5	,	,	PUNCT
futech-484	189	6	graphed	graph	VERB
futech-484	189	7	in	in	ADP
futech-484	189	8	figure	figure	NOUN
futech-484	189	9	5b	5b	NUM
futech-484	189	10	,	,	PUNCT
futech-484	189	11	reveal	reveal	VERB
futech-484	189	12	rich	rich	ADJ
futech-484	189	13	adaptation	adaptation	NOUN
futech-484	189	14	dynamics	dynamic	NOUN
futech-484	189	15	within	within	ADP
futech-484	189	16	stakeholder	stakeholder	NOUN
futech-484	189	17	groups	group	NOUN
futech-484	189	18	.	.	PUNCT
futech-484	190	1	the	the	DET
futech-484	190	2	curve	curve	NOUN
futech-484	190	3	for	for	ADP
futech-484	190	4	teacher	teacher	NOUN
futech-484	190	5	satisfaction	satisfaction	NOUN
futech-484	190	6	shows	show	VERB
futech-484	190	7	maximum	maximum	ADJ
futech-484	190	8	volatility	volatility	NOUN
futech-484	190	9	,	,	PUNCT
futech-484	190	10	dipping	dip	VERB
futech-484	190	11	to	to	ADP
futech-484	190	12	a	a	DET
futech-484	190	13	low	low	ADJ
futech-484	190	14	point	point	NOUN
futech-484	190	15	of	of	ADP
futech-484	190	16	2.8	2.8	NUM
futech-484	190	17	during	during	ADP
futech-484	190	18	the	the	DET
futech-484	190	19	third	third	ADJ
futech-484	190	20	month	month	NOUN
futech-484	190	21	before	before	ADP
futech-484	190	22	increasing	increase	VERB
futech-484	190	23	to	to	ADP
futech-484	190	24	4.1	4.1	NUM
futech-484	190	25	,	,	PUNCT
futech-484	190	26	with	with	ADP
futech-484	190	27	a	a	DET
futech-484	190	28	showing	showing	NOUN
futech-484	190	29	of	of	ADP
futech-484	190	30	an	an	DET
futech-484	190	31	episode	episode	NOUN
futech-484	190	32	of	of	ADP
futech-484	190	33	maximum	maximum	ADJ
futech-484	190	34	adaptation	adaptation	NOUN
futech-484	190	35	where	where	SCONJ
futech-484	190	36	teachers	teacher	NOUN
futech-484	190	37	grappled	grapple	VERB
futech-484	190	38	to	to	PART
futech-484	190	39	balance	balance	VERB
futech-484	190	40	algorithmic	algorithmic	ADJ
futech-484	190	41	suggestion	suggestion	NOUN
futech-484	190	42	and	and	CCONJ
futech-484	190	43	professional	professional	ADJ
futech-484	190	44	intuition	intuition	NOUN
futech-484	190	45	.	.	PUNCT
futech-484	191	1	this	this	DET
futech-484	191	2	temporary	temporary	ADJ
futech-484	191	3	slump	slump	NOUN
futech-484	191	4	is	be	AUX
futech-484	191	5	seconded	second	VERB
futech-484	191	6	by	by	ADP
futech-484	191	7	qualitative	qualitative	ADJ
futech-484	191	8	evidence	evidence	NOUN
futech-484	191	9	from	from	ADP
futech-484	191	10	teacher	teacher	NOUN
futech-484	191	11	interviews	interview	NOUN
futech-484	191	12	identifying	identify	VERB
futech-484	191	13	issues	issue	NOUN
futech-484	191	14	in	in	ADP
futech-484	191	15	having	have	VERB
futech-484	191	16	confidence	confidence	NOUN
futech-484	191	17	in	in	ADP
futech-484	191	18	automated	automate	VERB
futech-484	191	19	detection	detection	NOUN
futech-484	191	20	systems	system	NOUN
futech-484	191	21	for	for	ADP
futech-484	191	22	specific	specific	ADJ
futech-484	191	23	student	student	NOUN
futech-484	191	24	needs	need	NOUN
futech-484	191	25	previously	previously	ADV
futech-484	191	26	covered	cover	VERB
futech-484	191	27	by	by	ADP
futech-484	191	28	face	face	NOUN
futech-484	191	29	-	-	PUNCT
futech-484	191	30	to	to	ADP
futech-484	191	31	-	-	PUNCT
futech-484	191	32	face	face	NOUN
futech-484	191	33	tutoring	tutoring	NOUN
futech-484	191	34	performance	performance	NOUN
futech-484	191	35	metric	metric	ADJ
futech-484	191	36	value	value	NOUN
futech-484	191	37	standard	standard	ADJ
futech-484	191	38	deviation	deviation	NOUN
futech-484	191	39	benchmark	benchmark	NOUN
futech-484	191	40	comparison	comparison	NOUN
futech-484	191	41	cognitive	cognitive	ADJ
futech-484	191	42	load	load	NOUN
futech-484	191	43	detection	detection	NOUN
futech-484	191	44	accuracy	accuracy	NOUN
futech-484	191	45	87.3	87.3	NUM
futech-484	191	46	%	%	NOUN
futech-484	191	47	±3.2	±3.2	NOUN
futech-484	191	48	%	%	NOUN
futech-484	191	49	+12.5	+12.5	NUM
futech-484	191	50	%	%	NOUN
futech-484	191	51	vs.	vs.	ADP
futech-484	191	52	baseline	baseline	ADJ
futech-484	191	53	response	response	NOUN
futech-484	191	54	time	time	NOUN
futech-484	191	55	(	(	PUNCT
futech-484	191	56	milliseconds	millisecond	NOUN
futech-484	191	57	)	)	PUNCT
futech-484	191	58	234	234	NUM
futech-484	191	59	±45	±45	NOUN
futech-484	191	60	-68	-68	NUM
futech-484	191	61	%	%	NOUN
futech-484	191	62	vs.	vs.	ADP
futech-484	191	63	manual	manual	ADJ
futech-484	191	64	false	false	ADJ
futech-484	191	65	positive	positive	ADJ
futech-484	191	66	rate	rate	NOUN
futech-484	191	67	8.7	8.7	NUM
futech-484	191	68	%	%	NOUN
futech-484	191	69	±2.1	±2.1	PROPN
futech-484	191	70	%	%	NOUN
futech-484	191	71	industry	industry	NOUN
futech-484	191	72	standard	standard	NOUN
futech-484	191	73	:	:	PUNCT
futech-484	191	74	15	15	NUM
futech-484	191	75	%	%	NOUN
futech-484	191	76	adaptation	adaptation	NOUN
futech-484	191	77	precision	precision	NOUN
futech-484	191	78	82.4	82.4	NUM
futech-484	191	79	%	%	NOUN
futech-484	191	80	±4.5	±4.5	PROPN
futech-484	191	81	%	%	NOUN
futech-484	191	82	+18.3	+18.3	ADP
futech-484	191	83	%	%	NOUN
futech-484	191	84	vs.	vs.	ADP
futech-484	191	85	static	static	ADJ
futech-484	191	86	user	user	NOUN
futech-484	191	87	state	state	NOUN
futech-484	191	88	prediction	prediction	NOUN
futech-484	191	89	f1score	f1score	NOUN
futech-484	191	90	0.856	0.856	NUM
futech-484	191	91	±0.034	±0.034	PUNCT
futech-484	191	92	above	above	ADP
futech-484	191	93	0.8	0.8	NUM
futech-484	191	94	threshold	threshold	NOUN
futech-484	191	95	system	system	NOUN
futech-484	191	96	uptime	uptime	NOUN
futech-484	191	97	99.2	99.2	NUM
futech-484	191	98	%	%	NOUN
futech-484	191	99	±0.3	±0.3	NOUN
futech-484	191	100	%	%	NOUN
futech-484	191	101	meets	meet	VERB
futech-484	191	102	sla	sla	PROPN
futech-484	191	103	requirements	requirement	NOUN
futech-484	192	1	j.	j.	PROPN
futech-484	192	2	zhai	zhai	PROPN
futech-484	192	3	et	et	PROPN
futech-484	192	4	al	al	PROPN
futech-484	192	5	.	.	PROPN
futech-484	192	6	/future	/future	PUNCT
futech-484	192	7	technology	technology	PROPN
futech-484	192	8	november	november	PROPN
futech-484	192	9	2025|	2025|	NUM
futech-484	192	10	volume	volume	NOUN
futech-484	192	11	04	04	NUM
futech-484	193	1	|	|	ADV
futech-484	193	2	issue	issue	VERB
futech-484	193	3	04	04	NUM
futech-484	194	1	|	|	CCONJ
futech-484	194	2	pages	page	VERB
futech-484	194	3	205	205	NUM
futech-484	194	4	-	-	SYM
futech-484	194	5	215	215	NUM
futech-484	194	6	212	212	NUM
futech-484	194	7	sessions	session	NOUN
futech-484	194	8	.	.	PUNCT
futech-484	195	1	student	student	NOUN
futech-484	195	2	satisfaction	satisfaction	NOUN
futech-484	195	3	demonstrates	demonstrate	VERB
futech-484	195	4	consistent	consistent	ADJ
futech-484	195	5	improvement	improvement	NOUN
futech-484	195	6	from	from	ADP
futech-484	195	7	3.2	3.2	NUM
futech-484	195	8	to	to	ADP
futech-484	195	9	4.2	4.2	NUM
futech-484	195	10	,	,	PUNCT
futech-484	195	11	modest	modest	ADJ
futech-484	195	12	oscillation	oscillation	NOUN
futech-484	195	13	indicating	indicate	VERB
futech-484	195	14	the	the	DET
futech-484	195	15	phase	phase	NOUN
futech-484	195	16	of	of	ADP
futech-484	195	17	transitioning	transition	VERB
futech-484	195	18	from	from	ADP
futech-484	195	19	active	active	ADJ
futech-484	195	20	recipient	recipient	NOUN
futech-484	195	21	of	of	ADP
futech-484	195	22	tutoring	tutoring	NOUN
futech-484	195	23	to	to	PART
futech-484	195	24	proactive	proactive	ADJ
futech-484	195	25	self	self	NOUN
futech-484	195	26	-	-	PUNCT
futech-484	195	27	regulated	regulate	VERB
futech-484	195	28	learner	learner	NOUN
futech-484	195	29	.	.	PUNCT
futech-484	196	1	figure	figure	NOUN
futech-484	196	2	5	5	NUM
futech-484	196	3	.	.	PUNCT
futech-484	196	4	stakeholder	stakeholder	NOUN
futech-484	196	5	acceptance	acceptance	NOUN
futech-484	196	6	and	and	CCONJ
futech-484	196	7	satisfaction	satisfaction	NOUN
futech-484	196	8	analysis	analysis	NOUN
futech-484	196	9	for	for	ADP
futech-484	196	10	an	an	DET
futech-484	196	11	intelligent	intelligent	ADJ
futech-484	196	12	cognitive	cognitive	ADJ
futech-484	196	13	load	load	NOUN
futech-484	196	14	regulation	regulation	NOUN
futech-484	196	15	system	system	NOUN
futech-484	196	16	(	(	PUNCT
futech-484	196	17	a	a	NOUN
futech-484	196	18	)	)	PUNCT
futech-484	196	19	multi	multi	ADJ
futech-484	196	20	-	-	ADJ
futech-484	196	21	stakeholder	stakeholder	ADJ
futech-484	196	22	system	system	NOUN
futech-484	196	23	acceptance	acceptance	NOUN
futech-484	196	24	comparison	comparison	NOUN
futech-484	196	25	,	,	PUNCT
futech-484	196	26	(	(	PUNCT
futech-484	196	27	b	b	X
futech-484	196	28	)	)	PUNCT
futech-484	196	29	long	long	ADJ
futech-484	196	30	-	-	PUNCT
futech-484	196	31	term	term	NOUN
futech-484	196	32	usage	usage	NOUN
futech-484	196	33	satisfaction	satisfaction	NOUN
futech-484	196	34	and	and	CCONJ
futech-484	196	35	feedback	feedback	NOUN
futech-484	196	36	trends	trend	NOUN
futech-484	196	37	note	note	VERB
futech-484	196	38	:	:	PUNCT
futech-484	197	1	data	datum	NOUN
futech-484	197	2	collected	collect	VERB
futech-484	197	3	from	from	ADP
futech-484	197	4	320	320	NUM
futech-484	197	5	students	student	NOUN
futech-484	197	6	,	,	PUNCT
futech-484	197	7	45	45	NUM
futech-484	197	8	teachers	teacher	NOUN
futech-484	197	9	,	,	PUNCT
futech-484	197	10	and	and	CCONJ
futech-484	197	11	280	280	NUM
futech-484	197	12	parents	parent	NOUN
futech-484	197	13	in	in	ADP
futech-484	197	14	dongcheng	dongcheng	PROPN
futech-484	197	15	district	district	PROPN
futech-484	197	16	schools	school	NOUN
futech-484	197	17	during	during	ADP
futech-484	197	18	the	the	DET
futech-484	197	19	six	six	NUM
futech-484	197	20	-	-	PUNCT
futech-484	197	21	month	month	NOUN
futech-484	197	22	implementation	implementation	NOUN
futech-484	197	23	period	period	NOUN
futech-484	197	24	following	follow	VERB
futech-484	197	25	the	the	DET
futech-484	197	26	double	double	ADJ
futech-484	197	27	reduction	reduction	NOUN
futech-484	197	28	policy	policy	NOUN
futech-484	197	29	,	,	PUNCT
futech-484	197	30	which	which	PRON
futech-484	197	31	resulted	result	VERB
futech-484	197	32	in	in	ADP
futech-484	197	33	tutoring	tutor	VERB
futech-484	197	34	participation	participation	NOUN
futech-484	197	35	declining	decline	VERB
futech-484	197	36	from	from	ADP
futech-484	197	37	75	75	NUM
futech-484	197	38	%	%	NOUN
futech-484	197	39	to	to	PART
futech-484	197	40	40	40	NUM
futech-484	197	41	%	%	NOUN
futech-484	197	42	.	.	PUNCT
futech-484	198	1	initial	initial	ADJ
futech-484	198	2	data	datum	NOUN
futech-484	198	3	(	(	PUNCT
futech-484	198	4	month	month	NOUN
futech-484	198	5	1	1	NUM
futech-484	198	6	)	)	PUNCT
futech-484	198	7	represents	represent	VERB
futech-484	198	8	baseline	baseline	ADJ
futech-484	198	9	measurements	measurement	NOUN
futech-484	198	10	when	when	SCONJ
futech-484	198	11	families	family	NOUN
futech-484	198	12	were	be	AUX
futech-484	198	13	adapting	adapt	VERB
futech-484	198	14	to	to	ADP
futech-484	198	15	reduced	reduce	VERB
futech-484	198	16	tutoring	tutoring	NOUN
futech-484	198	17	support	support	NOUN
futech-484	198	18	,	,	PUNCT
futech-484	198	19	while	while	SCONJ
futech-484	198	20	current	current	ADJ
futech-484	198	21	data	datum	NOUN
futech-484	198	22	(	(	PUNCT
futech-484	198	23	month	month	NOUN
futech-484	198	24	6	6	NUM
futech-484	198	25	)	)	PUNCT
futech-484	198	26	reflects	reflect	VERB
futech-484	198	27	post	post	ADJ
futech-484	198	28	-	-	ADJ
futech-484	198	29	implementation	implementation	ADJ
futech-484	198	30	outcomes	outcome	NOUN
futech-484	198	31	with	with	ADP
futech-484	198	32	intelligent	intelligent	ADJ
futech-484	198	33	system	system	NOUN
futech-484	198	34	support	support	NOUN
futech-484	198	35	.	.	PUNCT
futech-484	199	1	satisfaction	satisfaction	NOUN
futech-484	199	2	ratings	rating	NOUN
futech-484	199	3	based	base	VERB
futech-484	199	4	on	on	ADP
futech-484	199	5	a	a	DET
futech-484	199	6	5	5	NUM
futech-484	199	7	-	-	PUNCT
futech-484	199	8	point	point	NOUN
futech-484	199	9	likert	likert	ADJ
futech-484	199	10	scale	scale	NOUN
futech-484	199	11	.	.	PUNCT
futech-484	200	1	shaded	shade	VERB
futech-484	200	2	areas	area	NOUN
futech-484	200	3	in	in	ADP
futech-484	200	4	panel	panel	NOUN
futech-484	200	5	(	(	PUNCT
futech-484	200	6	b	b	X
futech-484	200	7	)	)	PUNCT
futech-484	200	8	represent	represent	VERB
futech-484	200	9	95	95	NUM
futech-484	200	10	%	%	NOUN
futech-484	200	11	confidence	confidence	NOUN
futech-484	200	12	intervals	interval	NOUN
futech-484	200	13	.	.	PUNCT
futech-484	201	1	system	system	NOUN
futech-484	201	2	applicability	applicability	NOUN
futech-484	201	3	analysis	analysis	NOUN
futech-484	201	4	by	by	ADP
futech-484	201	5	varying	vary	VERB
futech-484	201	6	teaching	teaching	NOUN
futech-484	201	7	contexts	contexts	NOUN
futech-484	201	8	,	,	PUNCT
futech-484	201	9	as	as	SCONJ
futech-484	201	10	depicted	depict	VERB
futech-484	201	11	in	in	ADP
futech-484	201	12	table	table	NOUN
futech-484	201	13	5	5	NUM
futech-484	201	14	,	,	PUNCT
futech-484	201	15	presents	present	VERB
futech-484	201	16	valuable	valuable	ADJ
futech-484	201	17	insights	insight	NOUN
futech-484	201	18	into	into	ADP
futech-484	201	19	the	the	DET
futech-484	201	20	differential	differential	ADJ
futech-484	201	21	effectiveness	effectiveness	NOUN
futech-484	201	22	of	of	ADP
futech-484	201	23	the	the	DET
futech-484	201	24	intelligent	intelligent	ADJ
futech-484	201	25	regulation	regulation	NOUN
futech-484	201	26	mechanisms	mechanism	NOUN
futech-484	201	27	.	.	PUNCT
futech-484	202	1	self	self	NOUN
futech-484	202	2	-	-	PUNCT
futech-484	202	3	study	study	NOUN
futech-484	202	4	review	review	NOUN
futech-484	202	5	exercises	exercise	NOUN
futech-484	202	6	have	have	VERB
futech-484	202	7	the	the	DET
futech-484	202	8	highest	high	ADJ
futech-484	202	9	ranking	ranking	NOUN
futech-484	202	10	in	in	ADP
futech-484	202	11	effectiveness	effectiveness	NOUN
futech-484	202	12	rating	rating	NOUN
futech-484	202	13	(	(	PUNCT
futech-484	202	14	9.1/10	9.1/10	NUM
futech-484	202	15	)	)	PUNCT
futech-484	202	16	with	with	ADP
futech-484	202	17	a	a	DET
futech-484	202	18	rate	rate	NOUN
futech-484	202	19	of	of	ADP
futech-484	202	20	achievement	achievement	NOUN
futech-484	202	21	of	of	ADP
futech-484	202	22	91.2	91.2	NUM
futech-484	202	23	%	%	NOUN
futech-484	202	24	,	,	PUNCT
futech-484	202	25	precisely	precisely	ADV
futech-484	202	26	meeting	meet	VERB
futech-484	202	27	independent	independent	ADJ
futech-484	202	28	study	study	NOUN
futech-484	202	29	skill	skill	NOUN
futech-484	202	30	development	development	NOUN
futech-484	202	31	requirements	requirement	NOUN
futech-484	202	32	of	of	ADP
futech-484	202	33	students	student	NOUN
futech-484	202	34	lost	lose	VERB
futech-484	202	35	through	through	ADP
futech-484	202	36	the	the	DET
futech-484	202	37	provision	provision	NOUN
futech-484	202	38	of	of	ADP
futech-484	202	39	structured	structured	ADJ
futech-484	202	40	tutoring	tutoring	NOUN
futech-484	202	41	.	.	PUNCT
futech-484	203	1	math	math	NOUN
futech-484	203	2	problem	problem	NOUN
futech-484	203	3	-	-	PUNCT
futech-484	203	4	solving	solve	VERB
futech-484	203	5	proficiency	proficiency	NOUN
futech-484	203	6	(	(	PUNCT
futech-484	203	7	8.7/10	8.7/10	NUM
futech-484	203	8	,	,	PUNCT
futech-484	203	9	86.3	86.3	NUM
futech-484	203	10	%	%	NOUN
futech-484	203	11	pass	pass	NOUN
futech-484	203	12	rate	rate	NOUN
futech-484	203	13	)	)	PUNCT
futech-484	203	14	is	be	AUX
futech-484	203	15	especially	especially	ADV
futech-484	203	16	notable	notable	ADJ
futech-484	203	17	given	give	VERB
futech-484	203	18	the	the	DET
futech-484	203	19	subject	subject	NOUN
futech-484	203	20	's	's	PART
futech-484	203	21	prominence	prominence	NOUN
futech-484	203	22	in	in	ADP
futech-484	203	23	the	the	DET
futech-484	203	24	middle	middle	NOUN
futech-484	203	25	of	of	ADP
futech-484	203	26	chinese	chinese	ADJ
futech-484	203	27	academic	academic	ADJ
futech-484	203	28	examinations	examination	NOUN
futech-484	203	29	and	and	CCONJ
futech-484	203	30	previous	previous	ADJ
futech-484	203	31	intense	intense	ADJ
futech-484	203	32	emphasis	emphasis	NOUN
futech-484	203	33	on	on	ADP
futech-484	203	34	after	after	ADP
futech-484	203	35	-	-	PUNCT
futech-484	203	36	school	school	NOUN
futech-484	203	37	supplementary	supplementary	ADJ
futech-484	203	38	instruction	instruction	NOUN
futech-484	203	39	averaging	average	VERB
futech-484	203	40	4	4	NUM
futech-484	203	41	-	-	SYM
futech-484	203	42	6	6	NUM
futech-484	203	43	hours	hour	NOUN
futech-484	203	44	a	a	DET
futech-484	203	45	week	week	NOUN
futech-484	203	46	.	.	PUNCT
futech-484	204	1	table	table	NOUN
futech-484	204	2	5	5	NUM
futech-484	204	3	.	.	PUNCT
futech-484	204	4	system	system	NOUN
futech-484	204	5	applicability	applicability	NOUN
futech-484	204	6	analysis	analysis	NOUN
futech-484	204	7	in	in	ADP
futech-484	204	8	different	different	ADJ
futech-484	204	9	teaching	teaching	NOUN
futech-484	204	10	scenarios	scenario	NOUN
futech-484	204	11	note	note	VERB
futech-484	204	12	:	:	PUNCT
futech-484	204	13	effectiveness	effectiveness	NOUN
futech-484	204	14	scores	score	NOUN
futech-484	204	15	based	base	VERB
futech-484	204	16	on	on	ADP
futech-484	204	17	performance	performance	NOUN
futech-484	204	18	metrics	metric	NOUN
futech-484	204	19	of	of	ADP
futech-484	204	20	320	320	NUM
futech-484	204	21	dongcheng	dongcheng	NOUN
futech-484	204	22	district	district	NOUN
futech-484	204	23	students	student	NOUN
futech-484	204	24	transitioning	transition	VERB
futech-484	204	25	from	from	ADP
futech-484	204	26	tutoring	tutoring	NOUN
futech-484	204	27	-	-	PUNCT
futech-484	204	28	dependent	dependent	ADJ
futech-484	204	29	to	to	ADP
futech-484	204	30	self	self	NOUN
futech-484	204	31	-	-	PUNCT
futech-484	204	32	directed	direct	VERB
futech-484	204	33	learning	learning	NOUN
futech-484	204	34	.	.	PUNCT
futech-484	205	1	the	the	DET
futech-484	205	2	significant	significant	ADJ
futech-484	205	3	performance	performance	NOUN
futech-484	205	4	difference	difference	NOUN
futech-484	205	5	between	between	ADP
futech-484	205	6	group	group	NOUN
futech-484	205	7	and	and	CCONJ
futech-484	205	8	individual	individual	ADJ
futech-484	205	9	learning	learning	NOUN
futech-484	205	10	performance	performance	NOUN
futech-484	205	11	implies	imply	VERB
futech-484	205	12	both	both	CCONJ
futech-484	205	13	promise	promise	NOUN
futech-484	205	14	and	and	CCONJ
futech-484	205	15	limitations	limitation	NOUN
futech-484	205	16	of	of	ADP
futech-484	205	17	existing	exist	VERB
futech-484	205	18	technology	technology	NOUN
futech-484	205	19	solutions	solution	NOUN
futech-484	205	20	.	.	PUNCT
futech-484	206	1	exam	exam	NOUN
futech-484	206	2	preparation	preparation	NOUN
futech-484	206	3	situation	situation	NOUN
futech-484	206	4	scenarios	scenario	NOUN
futech-484	206	5	demonstrate	demonstrate	VERB
futech-484	206	6	superior	superior	ADJ
futech-484	206	7	performance	performance	NOUN
futech-484	206	8	(	(	PUNCT
futech-484	206	9	8.5/10	8.5/10	NUM
futech-484	206	10	,	,	PUNCT
futech-484	206	11	84.7	84.7	NUM
futech-484	206	12	%	%	NOUN
futech-484	206	13	pass	pass	NOUN
futech-484	206	14	rate	rate	NOUN
futech-484	206	15	)	)	PUNCT
futech-484	206	16	,	,	PUNCT
futech-484	206	17	whereas	whereas	SCONJ
futech-484	206	18	collaborative	collaborative	ADJ
futech-484	206	19	learning	learning	NOUN
futech-484	206	20	demonstrates	demonstrate	VERB
futech-484	206	21	the	the	DET
futech-484	206	22	worst	bad	ADJ
futech-484	206	23	performance	performance	NOUN
futech-484	206	24	(	(	PUNCT
futech-484	206	25	6.8/10	6.8/10	NUM
futech-484	206	26	,	,	PUNCT
futech-484	206	27	68.4	68.4	NUM
futech-484	206	28	%	%	NOUN
futech-484	206	29	pass	pass	NOUN
futech-484	206	30	rate	rate	NOUN
futech-484	206	31	)	)	PUNCT
futech-484	206	32	,	,	PUNCT
futech-484	206	33	which	which	PRON
futech-484	206	34	mirrors	mirror	VERB
futech-484	206	35	the	the	DET
futech-484	206	36	difficulty	difficulty	NOUN
futech-484	206	37	of	of	ADP
futech-484	206	38	simulating	simulate	VERB
futech-484	206	39	peer	peer	NOUN
futech-484	206	40	learning	learning	NOUN
futech-484	206	41	interactions	interaction	NOUN
futech-484	206	42	that	that	PRON
futech-484	206	43	occurred	occur	VERB
futech-484	206	44	organically	organically	ADV
futech-484	206	45	within	within	ADP
futech-484	206	46	tutoring	tutoring	NOUN
futech-484	206	47	center	center	NOUN
futech-484	206	48	settings	setting	NOUN
futech-484	206	49	.	.	PUNCT
futech-484	207	1	science	science	NOUN
futech-484	207	2	experiments	experiment	NOUN
futech-484	207	3	share	share	VERB
futech-484	207	4	the	the	DET
futech-484	207	5	same	same	ADJ
futech-484	207	6	limitations	limitation	NOUN
futech-484	207	7	(	(	PUNCT
futech-484	207	8	7.2/10	7.2/10	NUM
futech-484	207	9	,	,	PUNCT
futech-484	207	10	72.8	72.8	NUM
futech-484	207	11	%	%	NOUN
futech-484	207	12	success	success	NOUN
futech-484	207	13	rate	rate	NOUN
futech-484	207	14	)	)	PUNCT
futech-484	207	15	,	,	PUNCT
futech-484	207	16	which	which	PRON
futech-484	207	17	implies	imply	VERB
futech-484	207	18	experiential	experiential	ADJ
futech-484	207	19	learning	learning	NOUN
futech-484	207	20	components	component	NOUN
futech-484	207	21	need	need	VERB
futech-484	207	22	creative	creative	ADJ
futech-484	207	23	solutions	solution	NOUN
futech-484	207	24	around	around	ADP
futech-484	207	25	existing	exist	VERB
futech-484	207	26	system	system	NOUN
futech-484	207	27	limitations	limitation	NOUN
futech-484	207	28	to	to	PART
futech-484	207	29	offset	offset	VERB
futech-484	207	30	decreased	decrease	VERB
futech-484	207	31	hands	hand	NOUN
futech-484	207	32	-	-	PUNCT
futech-484	207	33	on	on	ADP
futech-484	207	34	direction	direction	NOUN
futech-484	207	35	.	.	PUNCT
futech-484	208	1	the	the	DET
futech-484	208	2	careful	careful	ADJ
futech-484	208	3	assessment	assessment	NOUN
futech-484	208	4	confirms	confirm	VERB
futech-484	208	5	that	that	SCONJ
futech-484	208	6	effective	effective	ADJ
futech-484	208	7	cognitive	cognitive	ADJ
futech-484	208	8	load	load	NOUN
futech-484	208	9	management	management	NOUN
futech-484	208	10	systems	system	NOUN
futech-484	208	11	perfectly	perfectly	ADV
futech-484	208	12	fill	fill	VERB
futech-484	208	13	support	support	NOUN
futech-484	208	14	gaps	gap	NOUN
futech-484	208	15	caused	cause	VERB
futech-484	208	16	by	by	ADP
futech-484	208	17	policy	policy	NOUN
futech-484	208	18	-	-	PUNCT
futech-484	208	19	driven	drive	VERB
futech-484	208	20	education	education	NOUN
futech-484	208	21	transformation	transformation	NOUN
futech-484	208	22	.	.	PUNCT
futech-484	209	1	language	language	NOUN
futech-484	209	2	learning	learn	VERB
futech-484	209	3	exercises	exercise	NOUN
futech-484	209	4	(	(	PUNCT
futech-484	209	5	7.9/10	7.9/10	NUM
futech-484	209	6	,	,	PUNCT
futech-484	209	7	78.5	78.5	NUM
futech-484	209	8	%	%	NOUN
futech-484	209	9	correct	correct	ADJ
futech-484	209	10	)	)	PUNCT
futech-484	209	11	are	be	AUX
futech-484	209	12	moderately	moderately	ADV
futech-484	209	13	successful	successful	ADJ
futech-484	209	14	with	with	ADP
futech-484	209	15	natural	natural	ADJ
futech-484	209	16	language	language	NOUN
futech-484	209	17	processing	processing	NOUN
futech-484	209	18	support	support	NOUN
futech-484	209	19	but	but	CCONJ
futech-484	209	20	can	can	AUX
futech-484	209	21	not	not	PART
futech-484	209	22	entirely	entirely	ADV
futech-484	209	23	substitute	substitute	VERB
futech-484	209	24	spontaneous	spontaneous	ADJ
futech-484	209	25	corrective	corrective	ADJ
futech-484	209	26	feedback	feedback	NOUN
futech-484	209	27	that	that	PRON
futech-484	209	28	was	be	AUX
futech-484	209	29	always	always	ADV
futech-484	209	30	offered	offer	VERB
futech-484	209	31	by	by	ADP
futech-484	209	32	human	human	ADJ
futech-484	209	33	tutors	tutors	PROPN
futech-484	209	34	.	.	PUNCT
futech-484	210	1	the	the	DET
futech-484	210	2	evidence	evidence	NOUN
futech-484	210	3	indicates	indicate	VERB
futech-484	210	4	that	that	SCONJ
futech-484	210	5	although	although	SCONJ
futech-484	210	6	technology	technology	NOUN
futech-484	210	7	-	-	PUNCT
futech-484	210	8	based	base	VERB
futech-484	210	9	solutions	solution	NOUN
futech-484	210	10	can	can	AUX
futech-484	210	11	not	not	PART
futech-484	210	12	substitute	substitute	VERB
futech-484	210	13	for	for	ADP
futech-484	210	14	individualized	individualized	ADJ
futech-484	210	15	attention	attention	NOUN
futech-484	210	16	in	in	ADP
futech-484	210	17	conventional	conventional	ADJ
futech-484	210	18	tutoring	tutoring	NOUN
futech-484	210	19	,	,	PUNCT
futech-484	210	20	they	they	PRON
futech-484	210	21	provide	provide	VERB
futech-484	210	22	scalable	scalable	ADJ
futech-484	210	23	,	,	PUNCT
futech-484	210	24	fair	fair	ADJ
futech-484	210	25	alternatives	alternative	NOUN
futech-484	210	26	that	that	PRON
futech-484	210	27	foster	foster	VERB
futech-484	210	28	key	key	ADJ
futech-484	210	29	independent	independent	ADJ
futech-484	210	30	learning	learning	NOUN
futech-484	210	31	competencies	competency	NOUN
futech-484	210	32	.	.	PUNCT
futech-484	211	1	the	the	DET
futech-484	211	2	upward	upward	ADJ
futech-484	211	3	trend	trend	NOUN
futech-484	211	4	of	of	ADP
futech-484	211	5	stakeholder	stakeholder	NOUN
futech-484	211	6	satisfaction	satisfaction	NOUN
futech-484	211	7	,	,	PUNCT
futech-484	211	8	with	with	ADP
futech-484	211	9	differentiated	differentiated	ADJ
futech-484	211	10	effectiveness	effectiveness	NOUN
futech-484	211	11	for	for	ADP
futech-484	211	12	different	different	ADJ
futech-484	211	13	teaching	teaching	NOUN
futech-484	211	14	contexts	contexts	NOUN
futech-484	211	15	,	,	PUNCT
futech-484	211	16	supports	support	VERB
futech-484	211	17	smart	smart	ADJ
futech-484	211	18	regulation	regulation	NOUN
futech-484	211	19	systems	system	NOUN
futech-484	211	20	as	as	ADP
futech-484	211	21	the	the	DET
futech-484	211	22	path	path	NOUN
futech-484	211	23	forward	forward	ADV
futech-484	211	24	for	for	ADP
futech-484	211	25	sustainable	sustainable	ADJ
futech-484	211	26	education	education	NOUN
futech-484	211	27	practices	practice	NOUN
futech-484	211	28	in	in	ADP
futech-484	211	29	the	the	DET
futech-484	211	30	postpolicy	postpolicy	PROPN
futech-484	211	31	era	era	NOUN
futech-484	211	32	.	.	PUNCT
futech-484	212	1	4	4	X
futech-484	212	2	.	.	X
futech-484	212	3	discussion	discussion	NOUN
futech-484	212	4	this	this	DET
futech-484	212	5	research	research	NOUN
futech-484	212	6	contributes	contribute	VERB
futech-484	212	7	to	to	ADP
futech-484	212	8	cognitive	cognitive	ADJ
futech-484	212	9	load	load	NOUN
futech-484	212	10	theory	theory	NOUN
futech-484	212	11	by	by	ADP
futech-484	212	12	showing	show	VERB
futech-484	212	13	its	its	PRON
futech-484	212	14	dynamic	dynamic	ADJ
futech-484	212	15	application	application	NOUN
futech-484	212	16	in	in	ADP
futech-484	212	17	policy	policy	NOUN
futech-484	212	18	-	-	PUNCT
futech-484	212	19	reformed	reform	VERB
futech-484	212	20	education	education	NOUN
futech-484	212	21	technology	technology	NOUN
futech-484	212	22	-	-	PUNCT
futech-484	212	23	mediated	mediate	VERB
futech-484	212	24	learning	learning	NOUN
futech-484	212	25	environments	environment	NOUN
futech-484	212	26	.	.	PUNCT
futech-484	213	1	adaptive	adaptive	ADJ
futech-484	213	2	regulation	regulation	NOUN
futech-484	213	3	mechanisms	mechanism	NOUN
futech-484	213	4	expand	expand	VERB
futech-484	213	5	sweller	sweller	NOUN
futech-484	213	6	's	's	PART
futech-484	213	7	model	model	NOUN
futech-484	213	8	teaching	teaching	NOUN
futech-484	213	9	scenario	scenario	NOUN
futech-484	213	10	effectiveness	effectiveness	NOUN
futech-484	213	11	score	score	NOUN
futech-484	213	12	implementation	implementation	NOUN
futech-484	213	13	challenges	challenge	VERB
futech-484	213	14	adaptation	adaptation	NOUN
futech-484	213	15	requirements	requirement	NOUN
futech-484	213	16	success	success	NOUN
futech-484	213	17	rate	rate	NOUN
futech-484	213	18	mathematics	mathematics	PROPN
futech-484	213	19	problem	problem	NOUN
futech-484	213	20	solving	solve	VERB
futech-484	213	21	8.7/10	8.7/10	NUM
futech-484	213	22	high	high	ADJ
futech-484	213	23	computational	computational	ADJ
futech-484	213	24	load	load	NOUN
futech-484	213	25	for	for	ADP
futech-484	213	26	complex	complex	ADJ
futech-484	213	27	problems	problem	NOUN
futech-484	213	28	enhanced	enhance	VERB
futech-484	213	29	algorithm	algorithm	NOUN
futech-484	213	30	optimization	optimization	NOUN
futech-484	213	31	86.3	86.3	NUM
futech-484	213	32	%	%	NOUN
futech-484	213	33	language	language	NOUN
futech-484	213	34	learning	learn	VERB
futech-484	213	35	7.9/10	7.9/10	NUM
futech-484	213	36	nuanced	nuanced	ADJ
futech-484	213	37	feedback	feedback	NOUN
futech-484	213	38	for	for	ADP
futech-484	213	39	writing	write	VERB
futech-484	213	40	tasks	task	NOUN
futech-484	213	41	nlp	nlp	ADJ
futech-484	213	42	model	model	NOUN
futech-484	213	43	integration	integration	NOUN
futech-484	213	44	78.5	78.5	NUM
futech-484	213	45	%	%	NOUN
futech-484	213	46	science	science	NOUN
futech-484	213	47	experiments	experiment	NOUN
futech-484	213	48	7.2/10	7.2/10	NUM
futech-484	213	49	limited	limited	ADJ
futech-484	213	50	hands	hand	NOUN
futech-484	213	51	-	-	PUNCT
futech-484	213	52	on	on	ADP
futech-484	213	53	simulation	simulation	NOUN
futech-484	213	54	vr	vr	PROPN
futech-484	213	55	/	/	SYM
futech-484	213	56	ar	ar	PROPN
futech-484	213	57	component	component	NOUN
futech-484	213	58	development	development	NOUN
futech-484	213	59	72.8	72.8	NUM
futech-484	213	60	%	%	NOUN
futech-484	213	61	collaborative	collaborative	ADJ
futech-484	213	62	projects	project	NOUN
futech-484	213	63	6.8/10	6.8/10	NUM
futech-484	213	64	group	group	NOUN
futech-484	213	65	dynamics	dynamic	NOUN
futech-484	213	66	complexity	complexity	PROPN
futech-484	213	67	multi	multi	ADJ
futech-484	213	68	-	-	ADJ
futech-484	213	69	user	user	NOUN
futech-484	213	70	state	state	NOUN
futech-484	213	71	tracking	track	VERB
futech-484	213	72	68.4	68.4	NUM
futech-484	213	73	%	%	NOUN
futech-484	213	74	self	self	NOUN
futech-484	213	75	-	-	PUNCT
futech-484	213	76	paced	pace	VERB
futech-484	213	77	review	review	NOUN
futech-484	213	78	9.1/10	9.1/10	NUM
futech-484	213	79	minimal	minimal	ADJ
futech-484	213	80	wellsuited	wellsuite	VERB
futech-484	213	81	minor	minor	ADJ
futech-484	213	82	ui	ui	NOUN
futech-484	213	83	adjustments	adjustment	NOUN
futech-484	213	84	91.2	91.2	NUM
futech-484	213	85	%	%	NOUN
futech-484	213	86	exam	exam	NOUN
futech-484	213	87	preparation	preparation	NOUN
futech-484	213	88	8.5/10	8.5/10	NUM
futech-484	213	89	stress	stress	NOUN
futech-484	213	90	factor	factor	NOUN
futech-484	213	91	consideration	consideration	NOUN
futech-484	213	92	anxiety	anxiety	NOUN
futech-484	213	93	detection	detection	NOUN
futech-484	213	94	module	module	NOUN
futech-484	213	95	84.7	84.7	NUM
futech-484	213	96	%	%	NOUN
futech-484	214	1	j.	j.	PROPN
futech-484	214	2	zhai	zhai	PROPN
futech-484	214	3	et	et	PROPN
futech-484	214	4	al	al	PROPN
futech-484	214	5	.	.	PROPN
futech-484	214	6	/future	/future	PUNCT
futech-484	214	7	technology	technology	PROPN
futech-484	214	8	november	november	PROPN
futech-484	214	9	2025|	2025|	NUM
futech-484	214	10	volume	volume	NOUN
futech-484	214	11	04	04	NUM
futech-484	215	1	|	|	ADV
futech-484	215	2	issue	issue	VERB
futech-484	215	3	04	04	NUM
futech-484	216	1	|	|	CCONJ
futech-484	216	2	pages	page	VERB
futech-484	216	3	205	205	NUM
futech-484	216	4	-	-	SYM
futech-484	216	5	215	215	NUM
futech-484	216	6	213	213	NUM
futech-484	216	7	[	[	X
futech-484	216	8	15	15	NUM
futech-484	216	9	]	]	PUNCT
futech-484	216	10	from	from	ADP
futech-484	216	11	static	static	ADJ
futech-484	216	12	instructional	instructional	ADJ
futech-484	216	13	design	design	NOUN
futech-484	216	14	to	to	PART
futech-484	216	15	include	include	VERB
futech-484	216	16	real	real	ADJ
futech-484	216	17	-	-	PUNCT
futech-484	216	18	time	time	NOUN
futech-484	216	19	adaptive	adaptive	ADJ
futech-484	216	20	capabilities	capability	NOUN
futech-484	216	21	that	that	PRON
futech-484	216	22	adjust	adjust	VERB
futech-484	216	23	to	to	ADP
futech-484	216	24	learners	learner	NOUN
futech-484	216	25	'	'	PART
futech-484	216	26	dynamically	dynamically	ADV
futech-484	216	27	changing	change	VERB
futech-484	216	28	states	state	NOUN
futech-484	216	29	of	of	ADP
futech-484	216	30	cognitive	cognitive	ADJ
futech-484	216	31	load	load	NOUN
futech-484	216	32	.	.	PUNCT
futech-484	217	1	traditional	traditional	ADJ
futech-484	217	2	research	research	NOUN
futech-484	217	3	has	have	AUX
futech-484	217	4	focused	focus	VERB
futech-484	217	5	on	on	ADP
futech-484	217	6	pre	pre	ADJ
futech-484	217	7	-	-	ADJ
futech-484	217	8	set	set	ADJ
futech-484	217	9	sequencing	sequencing	NOUN
futech-484	217	10	of	of	ADP
futech-484	217	11	content	content	NOUN
futech-484	217	12	,	,	PUNCT
futech-484	217	13	and	and	CCONJ
futech-484	217	14	this	this	DET
futech-484	217	15	research	research	NOUN
futech-484	217	16	divulges	divulge	VERB
futech-484	217	17	the	the	DET
futech-484	217	18	processes	process	NOUN
futech-484	217	19	of	of	ADP
futech-484	217	20	how	how	SCONJ
futech-484	217	21	machine	machine	NOUN
futech-484	217	22	learning	learn	VERB
futech-484	217	23	algorithms	algorithm	NOUN
futech-484	217	24	most	most	ADV
futech-484	217	25	effectively	effectively	ADV
futech-484	217	26	redistribute	redistribute	VERB
futech-484	217	27	load	load	NOUN
futech-484	217	28	in	in	ADP
futech-484	217	29	real	real	ADJ
futech-484	217	30	time	time	NOUN
futech-484	217	31	,	,	PUNCT
futech-484	217	32	with	with	ADP
futech-484	217	33	detection	detection	NOUN
futech-484	217	34	accuracy	accuracy	NOUN
futech-484	217	35	12.5	12.5	NUM
futech-484	217	36	%	%	NOUN
futech-484	217	37	higher	high	ADJ
futech-484	217	38	than	than	ADP
futech-484	217	39	traditional	traditional	ADJ
futech-484	217	40	approaches	approach	NOUN
futech-484	217	41	.	.	PUNCT
futech-484	218	1	the	the	DET
futech-484	218	2	results	result	NOUN
futech-484	218	3	clarify	clarify	VERB
futech-484	218	4	how	how	SCONJ
futech-484	218	5	tailored	tailor	VERB
futech-484	218	6	regulation	regulation	NOUN
futech-484	218	7	supports	support	VERB
futech-484	218	8	extensive	extensive	ADJ
futech-484	218	9	learning	learning	NOUN
futech-484	218	10	through	through	ADP
futech-484	218	11	the	the	DET
futech-484	218	12	sustenance	sustenance	NOUN
futech-484	218	13	of	of	ADP
futech-484	218	14	cognitive	cognitive	ADJ
futech-484	218	15	load	load	NOUN
futech-484	218	16	in	in	ADP
futech-484	218	17	optimal	optimal	ADJ
futech-484	218	18	ranges	range	NOUN
futech-484	218	19	,	,	PUNCT
futech-484	218	20	avoiding	avoid	VERB
futech-484	218	21	frustration	frustration	NOUN
futech-484	218	22	caused	cause	VERB
futech-484	218	23	by	by	ADP
futech-484	218	24	overload	overload	NOUN
futech-484	218	25	and	and	CCONJ
futech-484	218	26	disengagement	disengagement	NOUN
futech-484	218	27	due	due	ADJ
futech-484	218	28	to	to	ADP
futech-484	218	29	underload	underload	NOUN
futech-484	218	30	.	.	PUNCT
futech-484	219	1	pedagogic	pedagogic	ADJ
futech-484	219	2	innovations	innovation	NOUN
futech-484	219	3	close	close	VERB
futech-484	219	4	structural	structural	ADJ
futech-484	219	5	cracks	crack	NOUN
futech-484	219	6	opened	open	VERB
futech-484	219	7	up	up	ADP
futech-484	219	8	by	by	ADP
futech-484	219	9	the	the	DET
futech-484	219	10	double	double	ADJ
futech-484	219	11	reduction	reduction	NOUN
futech-484	219	12	policy	policy	NOUN
futech-484	219	13	disruption	disruption	NOUN
futech-484	219	14	of	of	ADP
futech-484	219	15	conventional	conventional	ADJ
futech-484	219	16	tutoring	tutoring	NOUN
futech-484	219	17	circuits	circuit	NOUN
futech-484	219	18	.	.	PUNCT
futech-484	220	1	unlike	unlike	ADP
futech-484	220	2	studies	study	NOUN
futech-484	220	3	of	of	ADP
futech-484	220	4	the	the	DET
futech-484	220	5	incorporation	incorporation	NOUN
futech-484	220	6	of	of	ADP
futech-484	220	7	technology	technology	NOUN
futech-484	220	8	into	into	ADP
futech-484	220	9	ancillary	ancillary	ADJ
futech-484	220	10	tools	tool	NOUN
futech-484	220	11	[	[	X
futech-484	220	12	27	27	NUM
futech-484	220	13	]	]	PUNCT
futech-484	220	14	,	,	PUNCT
futech-484	220	15	this	this	DET
futech-484	220	16	study	study	NOUN
futech-484	220	17	investigates	investigate	VERB
futech-484	220	18	environments	environment	NOUN
futech-484	220	19	where	where	SCONJ
futech-484	220	20	digital	digital	ADJ
futech-484	220	21	measures	measure	NOUN
futech-484	220	22	become	become	VERB
futech-484	220	23	vital	vital	ADJ
futech-484	220	24	supports	support	NOUN
futech-484	220	25	to	to	ADP
futech-484	220	26	learning	learn	VERB
futech-484	220	27	.	.	PUNCT
futech-484	221	1	the	the	DET
futech-484	221	2	recorded	recorded	ADJ
futech-484	221	3	teacher	teacher	NOUN
futech-484	221	4	transformation	transformation	NOUN
futech-484	221	5	from	from	ADP
futech-484	221	6	peddlers	peddler	NOUN
futech-484	221	7	of	of	ADP
futech-484	221	8	knowledge	knowledge	NOUN
futech-484	221	9	to	to	ADP
futech-484	221	10	facilitators	facilitator	NOUN
futech-484	221	11	of	of	ADP
futech-484	221	12	learning	learning	NOUN
futech-484	221	13	reflects	reflect	VERB
futech-484	221	14	more	more	ADV
futech-484	221	15	profound	profound	ADJ
futech-484	221	16	pedagogic	pedagogic	ADJ
futech-484	221	17	transformations	transformation	NOUN
futech-484	221	18	than	than	SCONJ
futech-484	221	19	are	be	AUX
futech-484	221	20	normally	normally	ADV
futech-484	221	21	reported	report	VERB
futech-484	221	22	on	on	ADP
futech-484	221	23	in	in	ADP
futech-484	221	24	studies	study	NOUN
futech-484	221	25	of	of	ADP
futech-484	221	26	online	online	ADJ
futech-484	221	27	education	education	NOUN
futech-484	221	28	.	.	PUNCT
futech-484	222	1	a	a	DET
futech-484	222	2	shift	shift	NOUN
futech-484	222	3	in	in	ADP
futech-484	222	4	acceptance	acceptance	NOUN
futech-484	222	5	from	from	ADP
futech-484	222	6	58.2	58.2	NUM
futech-484	222	7	%	%	NOUN
futech-484	222	8	to	to	ADP
futech-484	222	9	78.6	78.6	NUM
futech-484	222	10	%	%	NOUN
futech-484	222	11	by	by	ADP
futech-484	222	12	teachers	teacher	NOUN
futech-484	222	13	within	within	ADP
futech-484	222	14	six	six	NUM
futech-484	222	15	months	month	NOUN
futech-484	222	16	implies	imply	VERB
futech-484	222	17	long	long	ADJ
futech-484	222	18	-	-	PUNCT
futech-484	222	19	term	term	NOUN
futech-484	222	20	professional	professional	ADJ
futech-484	222	21	growth	growth	NOUN
futech-484	222	22	can	can	AUX
futech-484	222	23	overcome	overcome	VERB
futech-484	222	24	adoption	adoption	NOUN
futech-484	222	25	issues	issue	NOUN
futech-484	222	26	,	,	PUNCT
futech-484	222	27	as	as	SCONJ
futech-484	222	28	documented	document	VERB
futech-484	222	29	by	by	ADP
futech-484	222	30	chen	chen	PROPN
futech-484	222	31	et	et	PROPN
futech-484	222	32	al	al	PROPN
futech-484	222	33	.	.	PUNCT
futech-484	223	1	[	[	X
futech-484	223	2	4	4	NUM
futech-484	223	3	]	]	PUNCT
futech-484	223	4	,	,	PUNCT
futech-484	223	5	if	if	SCONJ
futech-484	223	6	evidence	evidence	NOUN
futech-484	223	7	translates	translate	VERB
futech-484	223	8	into	into	ADP
futech-484	223	9	concrete	concrete	ADJ
futech-484	223	10	student	student	NOUN
futech-484	223	11	gains	gain	NOUN
futech-484	223	12	for	for	ADP
futech-484	223	13	the	the	DET
futech-484	223	14	post	post	ADJ
futech-484	223	15	-	-	ADJ
futech-484	223	16	tutoring	tutoring	ADJ
futech-484	223	17	learning	learning	NOUN
futech-484	223	18	environments	environment	NOUN
futech-484	223	19	.	.	PUNCT
futech-484	224	1	differential	differential	ADJ
futech-484	224	2	learning	learning	NOUN
futech-484	224	3	performance	performance	NOUN
futech-484	224	4	in	in	ADP
futech-484	224	5	teaching	teach	VERB
futech-484	224	6	environments	environment	NOUN
futech-484	224	7	tests	test	VERB
futech-484	224	8	the	the	DET
futech-484	224	9	pedagogical	pedagogical	ADJ
futech-484	224	10	suitability	suitability	NOUN
futech-484	224	11	of	of	ADP
futech-484	224	12	technology	technology	NOUN
futech-484	224	13	.	.	PUNCT
futech-484	225	1	self	self	NOUN
futech-484	225	2	-	-	PUNCT
futech-484	225	3	directed	direct	VERB
futech-484	225	4	activities	activity	NOUN
futech-484	225	5	with	with	ADP
futech-484	225	6	91.2	91.2	NUM
futech-484	225	7	%	%	NOUN
futech-484	225	8	success	success	NOUN
futech-484	225	9	are	be	AUX
futech-484	225	10	set	set	VERB
futech-484	225	11	against	against	ADP
futech-484	225	12	68.4	68.4	NUM
futech-484	225	13	%	%	NOUN
futech-484	225	14	effectiveness	effectiveness	NOUN
futech-484	225	15	for	for	ADP
futech-484	225	16	collaborative	collaborative	ADJ
futech-484	225	17	projects	project	NOUN
futech-484	225	18	,	,	PUNCT
futech-484	225	19	while	while	SCONJ
futech-484	225	20	confirming	confirm	VERB
futech-484	225	21	kirschner	kirschner	PROPN
futech-484	225	22	and	and	CCONJ
futech-484	225	23	de	de	ADP
futech-484	225	24	bruyckere	bruyckere	NOUN
futech-484	225	25	's	's	PART
futech-484	225	26	incredulity	incredulity	NOUN
futech-484	225	27	[	[	X
futech-484	225	28	28	28	NUM
futech-484	225	29	]	]	PUNCT
futech-484	225	30	regarding	regard	VERB
futech-484	225	31	technology	technology	NOUN
futech-484	225	32	's	's	PART
futech-484	225	33	incompetence	incompetence	NOUN
futech-484	225	34	to	to	PART
futech-484	225	35	fully	fully	ADV
futech-484	225	36	replicate	replicate	VERB
futech-484	225	37	social	social	ADJ
futech-484	225	38	processes	process	NOUN
futech-484	225	39	of	of	ADP
futech-484	225	40	learning	learn	VERB
futech-484	225	41	.	.	PUNCT
futech-484	226	1	this	this	DET
futech-484	226	2	differential	differential	NOUN
futech-484	226	3	is	be	AUX
futech-484	226	4	especially	especially	ADV
futech-484	226	5	critical	critical	ADJ
futech-484	226	6	in	in	ADP
futech-484	226	7	post	post	ADJ
futech-484	226	8	-	-	ADJ
futech-484	226	9	tutoring	tutoring	ADJ
futech-484	226	10	environments	environment	NOUN
futech-484	226	11	where	where	SCONJ
futech-484	226	12	peer	peer	NOUN
futech-484	226	13	-	-	PUNCT
futech-484	226	14	to	to	ADP
futech-484	226	15	-	-	PUNCT
futech-484	226	16	peer	peer	NOUN
futech-484	226	17	interactions	interaction	NOUN
futech-484	226	18	previously	previously	ADV
futech-484	226	19	prevalent	prevalent	ADJ
futech-484	226	20	in	in	ADP
futech-484	226	21	tutoring	tutoring	NOUN
futech-484	226	22	facilities	facility	NOUN
futech-484	226	23	need	need	VERB
futech-484	226	24	to	to	PART
futech-484	226	25	be	be	AUX
futech-484	226	26	recreated	recreate	VERB
futech-484	226	27	virtually	virtually	ADV
futech-484	226	28	.	.	PUNCT
futech-484	227	1	while	while	SCONJ
futech-484	227	2	people	people	NOUN
futech-484	227	3	's	's	PART
futech-484	227	4	task	task	NOUN
futech-484	227	5	performance	performance	NOUN
futech-484	227	6	adheres	adhere	VERB
futech-484	227	7	to	to	ADP
futech-484	227	8	cognitive	cognitive	ADJ
futech-484	227	9	load	load	NOUN
futech-484	227	10	theory	theory	NOUN
futech-484	227	11	principles	principle	NOUN
futech-484	227	12	for	for	ADP
futech-484	227	13	managing	manage	VERB
futech-484	227	14	complexity	complexity	NOUN
futech-484	227	15	,	,	PUNCT
futech-484	227	16	the	the	DET
futech-484	227	17	conclusions	conclusion	NOUN
futech-484	227	18	highlight	highlight	VERB
futech-484	227	19	necessities	necessity	NOUN
futech-484	227	20	for	for	ADP
futech-484	227	21	innovative	innovative	ADJ
futech-484	227	22	solutions	solution	NOUN
futech-484	227	23	that	that	PRON
futech-484	227	24	facilitate	facilitate	VERB
futech-484	227	25	collective	collective	ADJ
futech-484	227	26	knowledge	knowledge	NOUN
futech-484	227	27	construction	construction	NOUN
futech-484	227	28	under	under	ADP
futech-484	227	29	technological	technological	ADJ
futech-484	227	30	constraints	constraint	NOUN
futech-484	227	31	.	.	PUNCT
futech-484	228	1	ethical	ethical	ADJ
futech-484	228	2	implications	implication	NOUN
futech-484	228	3	of	of	ADP
futech-484	228	4	ongoing	ongoing	ADJ
futech-484	228	5	cognitive	cognitive	ADJ
futech-484	228	6	monitoring	monitoring	NOUN
futech-484	228	7	range	range	NOUN
futech-484	228	8	from	from	ADP
futech-484	228	9	privacy	privacy	NOUN
futech-484	228	10	to	to	ADP
futech-484	228	11	learner	learner	NOUN
futech-484	228	12	agency	agency	NOUN
futech-484	228	13	and	and	CCONJ
futech-484	228	14	algorithmic	algorithmic	ADJ
futech-484	228	15	control	control	NOUN
futech-484	228	16	.	.	PUNCT
futech-484	229	1	although	although	SCONJ
futech-484	229	2	williamson	williamson	PROPN
futech-484	229	3	[	[	X
futech-484	229	4	29	29	NUM
futech-484	229	5	]	]	X
futech-484	229	6	addresses	address	NOUN
futech-484	229	7	surveillance	surveillance	VERB
futech-484	229	8	capitalism	capitalism	NOUN
futech-484	229	9	in	in	ADP
futech-484	229	10	general	general	ADJ
futech-484	229	11	,	,	PUNCT
futech-484	229	12	substituting	substitute	VERB
futech-484	229	13	ai	ai	NOUN
futech-484	229	14	for	for	ADP
futech-484	229	15	human	human	ADJ
futech-484	229	16	tutors	tutor	NOUN
futech-484	229	17	brings	bring	VERB
futech-484	229	18	in	in	ADP
futech-484	229	19	distinctive	distinctive	ADJ
futech-484	229	20	ethical	ethical	ADJ
futech-484	229	21	facets	facet	NOUN
futech-484	229	22	.	.	PUNCT
futech-484	230	1	the	the	DET
futech-484	230	2	trade	trade	NOUN
futech-484	230	3	-	-	PUNCT
futech-484	230	4	off	off	NOUN
futech-484	230	5	of	of	ADP
futech-484	230	6	assisting	assist	VERB
futech-484	230	7	underprivileged	underprivileged	ADJ
futech-484	230	8	students	student	NOUN
futech-484	230	9	and	and	CCONJ
futech-484	230	10	eschewing	eschew	VERB
futech-484	230	11	technological	technological	ADJ
futech-484	230	12	dependence	dependence	NOUN
futech-484	230	13	needs	need	VERB
futech-484	230	14	to	to	PART
futech-484	230	15	be	be	AUX
futech-484	230	16	approached	approach	VERB
futech-484	230	17	with	with	ADP
futech-484	230	18	sensitivity	sensitivity	NOUN
futech-484	230	19	.	.	PUNCT
futech-484	231	1	personalization	personalization	NOUN
futech-484	231	2	based	base	VERB
futech-484	231	3	on	on	ADP
futech-484	231	4	data	datum	NOUN
futech-484	231	5	needs	need	VERB
futech-484	231	6	to	to	PART
futech-484	231	7	acknowledge	acknowledge	VERB
futech-484	231	8	that	that	SCONJ
futech-484	231	9	learning	learning	NOUN
futech-484	231	10	entails	entail	VERB
futech-484	231	11	affective	affective	NOUN
futech-484	231	12	,	,	PUNCT
futech-484	231	13	social	social	ADJ
futech-484	231	14	,	,	PUNCT
futech-484	231	15	and	and	CCONJ
futech-484	231	16	creative	creative	ADJ
futech-484	231	17	aspects	aspect	NOUN
futech-484	231	18	that	that	PRON
futech-484	231	19	are	be	AUX
futech-484	231	20	impenetrable	impenetrable	ADJ
futech-484	231	21	to	to	ADP
futech-484	231	22	algorithmic	algorithmic	ADJ
futech-484	231	23	simplification	simplification	NOUN
futech-484	231	24	,	,	PUNCT
futech-484	231	25	especially	especially	ADV
futech-484	231	26	when	when	SCONJ
futech-484	231	27	technology	technology	NOUN
futech-484	231	28	replaces	replace	VERB
futech-484	231	29	human	human	ADJ
futech-484	231	30	pedagogical	pedagogical	ADJ
futech-484	231	31	relationships	relationship	NOUN
futech-484	231	32	.	.	PUNCT
futech-484	232	1	many	many	ADJ
futech-484	232	2	limitations	limitation	NOUN
futech-484	232	3	restrict	restrict	VERB
futech-484	232	4	generalizability	generalizability	NOUN
futech-484	232	5	.	.	PUNCT
futech-484	233	1	the	the	DET
futech-484	233	2	onedistrict	onedistrict	PROPN
futech-484	233	3	urban	urban	ADJ
futech-484	233	4	sample	sample	NOUN
futech-484	233	5	can	can	AUX
futech-484	233	6	hardly	hardly	ADV
futech-484	233	7	represent	represent	VERB
futech-484	233	8	china	china	PROPN
futech-484	233	9	's	's	PART
futech-484	233	10	diverse	diverse	ADJ
futech-484	233	11	educational	educational	ADJ
futech-484	233	12	landscapes	landscape	NOUN
futech-484	233	13	,	,	PUNCT
futech-484	233	14	particularly	particularly	ADV
futech-484	233	15	rural	rural	ADJ
futech-484	233	16	regions	region	NOUN
futech-484	233	17	with	with	ADP
futech-484	233	18	poor	poor	ADJ
futech-484	233	19	infrastructure	infrastructure	NOUN
futech-484	233	20	[	[	X
futech-484	233	21	30	30	NUM
futech-484	233	22	]	]	PUNCT
futech-484	233	23	.	.	PUNCT
futech-484	234	1	expanding	expand	VERB
futech-484	234	2	the	the	DET
futech-484	234	3	system	system	NOUN
futech-484	234	4	faces	face	VERB
futech-484	234	5	several	several	ADJ
futech-484	234	6	challenges	challenge	NOUN
futech-484	234	7	.	.	PUNCT
futech-484	235	1	the	the	DET
futech-484	235	2	nlp	nlp	ADJ
futech-484	235	3	components	component	NOUN
futech-484	235	4	are	be	AUX
futech-484	235	5	trained	train	VERB
futech-484	235	6	on	on	ADP
futech-484	235	7	chinese	chinese	ADJ
futech-484	235	8	text	text	NOUN
futech-484	235	9	,	,	PUNCT
futech-484	235	10	requiring	require	VERB
futech-484	235	11	a	a	DET
futech-484	235	12	complete	complete	ADJ
futech-484	235	13	redesign	redesign	NOUN
futech-484	235	14	for	for	ADP
futech-484	235	15	other	other	ADJ
futech-484	235	16	languages	language	NOUN
futech-484	235	17	.	.	PUNCT
futech-484	236	1	rural	rural	ADJ
futech-484	236	2	schools	school	NOUN
futech-484	236	3	with	with	ADP
futech-484	236	4	limited	limited	ADJ
futech-484	236	5	bandwidth	bandwidth	NOUN
futech-484	236	6	(	(	PUNCT
futech-484	236	7	<	<	X
futech-484	236	8	10	10	NUM
futech-484	236	9	mbps	mbps	NOUN
futech-484	236	10	)	)	PUNCT
futech-484	236	11	can	can	AUX
futech-484	236	12	not	not	PART
futech-484	236	13	support	support	VERB
futech-484	236	14	real	real	ADJ
futech-484	236	15	-	-	PUNCT
futech-484	236	16	time	time	NOUN
futech-484	236	17	features	feature	NOUN
futech-484	236	18	.	.	PUNCT
futech-484	237	1	future	future	ADJ
futech-484	237	2	work	work	NOUN
futech-484	237	3	should	should	AUX
futech-484	237	4	develop	develop	VERB
futech-484	237	5	offlinecapable	offlinecapable	ADJ
futech-484	237	6	versions	version	NOUN
futech-484	237	7	while	while	SCONJ
futech-484	237	8	maintaining	maintain	VERB
futech-484	237	9	core	core	NOUN
futech-484	237	10	functionality	functionality	NOUN
futech-484	237	11	.	.	PUNCT
futech-484	238	1	the	the	DET
futech-484	238	2	six	six	NUM
futech-484	238	3	-	-	PUNCT
futech-484	238	4	month	month	NOUN
futech-484	238	5	timeframe	timeframe	NOUN
futech-484	238	6	can	can	AUX
futech-484	238	7	not	not	PART
futech-484	238	8	identify	identify	VERB
futech-484	238	9	plateau	plateau	NOUN
futech-484	238	10	effects	effect	NOUN
futech-484	238	11	or	or	CCONJ
futech-484	238	12	sustainability	sustainability	NOUN
futech-484	238	13	concerns	concern	NOUN
futech-484	238	14	raised	raise	VERB
futech-484	238	15	by	by	ADP
futech-484	238	16	longitudinal	longitudinal	ADJ
futech-484	238	17	research	research	NOUN
futech-484	238	18	.	.	PUNCT
futech-484	239	1	assessment	assessment	NOUN
futech-484	239	2	of	of	ADP
futech-484	239	3	cognitive	cognitive	ADJ
futech-484	239	4	load	load	NOUN
futech-484	239	5	may	may	AUX
futech-484	239	6	not	not	PART
futech-484	239	7	capture	capture	VERB
futech-484	239	8	sophisticated	sophisticated	ADJ
futech-484	239	9	digital	digital	ADJ
futech-484	239	10	learning	learning	NOUN
futech-484	239	11	processes	process	NOUN
futech-484	239	12	,	,	PUNCT
futech-484	239	13	especially	especially	ADV
futech-484	239	14	metacognitive	metacognitive	ADJ
futech-484	239	15	growth	growth	NOUN
futech-484	239	16	and	and	CCONJ
futech-484	239	17	transfer	transfer	VERB
futech-484	239	18	capabilities	capability	NOUN
futech-484	239	19	.	.	PUNCT
futech-484	240	1	these	these	DET
futech-484	240	2	limitations	limitation	NOUN
futech-484	240	3	necessitate	necessitate	ADJ
futech-484	240	4	caution	caution	NOUN
futech-484	240	5	in	in	ADP
futech-484	240	6	extrapolating	extrapolate	VERB
futech-484	240	7	findings	finding	NOUN
futech-484	240	8	to	to	ADP
futech-484	240	9	outside	outside	ADJ
futech-484	240	10	settings	setting	NOUN
futech-484	240	11	without	without	ADP
futech-484	240	12	considering	consider	VERB
futech-484	240	13	local	local	ADJ
futech-484	240	14	technological	technological	ADJ
futech-484	240	15	readiness	readiness	NOUN
futech-484	240	16	and	and	CCONJ
futech-484	240	17	cultural	cultural	ADJ
futech-484	240	18	learning	learn	VERB
futech-484	240	19	cultures	culture	NOUN
futech-484	240	20	.	.	PUNCT
futech-484	241	1	future	future	ADJ
futech-484	241	2	work	work	NOUN
futech-484	241	3	needs	need	VERB
futech-484	241	4	to	to	PART
futech-484	241	5	conduct	conduct	VERB
futech-484	241	6	multi	multi	ADJ
futech-484	241	7	-	-	ADJ
futech-484	241	8	site	site	ADJ
futech-484	241	9	studies	study	NOUN
futech-484	241	10	in	in	ADP
futech-484	241	11	varying	vary	VERB
futech-484	241	12	contexts	context	NOUN
futech-484	241	13	with	with	ADP
futech-484	241	14	external	external	ADJ
futech-484	241	15	validity	validity	NOUN
futech-484	241	16	.	.	PUNCT
futech-484	242	1	longitudinal	longitudinal	ADJ
futech-484	242	2	studies	study	NOUN
futech-484	242	3	following	follow	VERB
futech-484	242	4	entire	entire	ADJ
futech-484	242	5	education	education	NOUN
futech-484	242	6	cycles	cycle	NOUN
futech-484	242	7	would	would	AUX
futech-484	242	8	determine	determine	VERB
futech-484	242	9	whether	whether	SCONJ
futech-484	242	10	technology	technology	NOUN
futech-484	242	11	-	-	PUNCT
futech-484	242	12	mediated	mediate	VERB
futech-484	242	13	regulation	regulation	NOUN
futech-484	242	14	engenders	engender	VERB
futech-484	242	15	true	true	ADJ
futech-484	242	16	autonomy	autonomy	NOUN
futech-484	242	17	or	or	CCONJ
futech-484	242	18	new	new	ADJ
futech-484	242	19	dependency	dependency	NOUN
futech-484	242	20	.	.	PUNCT
futech-484	243	1	new	new	ADJ
futech-484	243	2	technology	technology	NOUN
futech-484	243	3	integration	integration	NOUN
futech-484	243	4	could	could	AUX
futech-484	243	5	resolve	resolve	VERB
futech-484	243	6	existing	exist	VERB
futech-484	243	7	collaborative	collaborative	ADJ
futech-484	243	8	learning	learning	NOUN
futech-484	243	9	bottlenecks	bottleneck	NOUN
futech-484	243	10	.	.	PUNCT
futech-484	244	1	studies	study	NOUN
futech-484	244	2	need	need	VERB
futech-484	244	3	to	to	PART
futech-484	244	4	investigate	investigate	VERB
futech-484	244	5	the	the	DET
futech-484	244	6	wider	wide	ADJ
futech-484	244	7	implications	implication	NOUN
futech-484	244	8	of	of	ADP
futech-484	244	9	algorithmic	algorithmic	ADJ
futech-484	244	10	educational	educational	ADJ
futech-484	244	11	support	support	NOUN
futech-484	244	12	to	to	PART
futech-484	244	13	make	make	VERB
futech-484	244	14	sure	sure	ADJ
futech-484	244	15	efficiency	efficiency	NOUN
futech-484	244	16	gains	gain	NOUN
futech-484	244	17	do	do	AUX
futech-484	244	18	not	not	PART
futech-484	244	19	compromise	compromise	VERB
futech-484	244	20	humanistic	humanistic	ADJ
futech-484	244	21	values	value	NOUN
futech-484	244	22	built	build	VERB
futech-484	244	23	into	into	ADP
futech-484	244	24	holistic	holistic	ADJ
futech-484	244	25	education	education	NOUN
futech-484	244	26	.	.	PUNCT
futech-484	245	1	cross	cross	ADJ
futech-484	245	2	-	-	ADJ
futech-484	245	3	cultural	cultural	ADJ
futech-484	245	4	implementations	implementation	NOUN
futech-484	245	5	need	need	VERB
futech-484	245	6	to	to	PART
futech-484	245	7	be	be	AUX
futech-484	245	8	pursued	pursue	VERB
futech-484	245	9	as	as	ADP
futech-484	245	10	cognitive	cognitive	ADJ
futech-484	245	11	patterns	pattern	NOUN
futech-484	245	12	will	will	AUX
futech-484	245	13	differ	differ	VERB
futech-484	245	14	across	across	ADP
futech-484	245	15	education	education	NOUN
futech-484	245	16	systems	system	NOUN
futech-484	245	17	.	.	PUNCT
futech-484	246	1	the	the	DET
futech-484	246	2	key	key	ADJ
futech-484	246	3	question	question	NOUN
futech-484	246	4	is	be	AUX
futech-484	246	5	whether	whether	SCONJ
futech-484	246	6	smart	smart	ADJ
futech-484	246	7	systems	system	NOUN
futech-484	246	8	can	can	AUX
futech-484	246	9	aid	aid	VERB
futech-484	246	10	education	education	NOUN
futech-484	246	11	equity	equity	NOUN
futech-484	246	12	in	in	ADP
futech-484	246	13	building	build	VERB
futech-484	246	14	twenty	twenty	NUM
futech-484	246	15	-	-	PUNCT
futech-484	246	16	first	first	ADJ
futech-484	246	17	-	-	PUNCT
futech-484	246	18	century	century	NOUN
futech-484	246	19	skills	skill	NOUN
futech-484	246	20	without	without	ADP
futech-484	246	21	undermining	undermine	VERB
futech-484	246	22	human	human	ADJ
futech-484	246	23	factors	factor	NOUN
futech-484	246	24	that	that	PRON
futech-484	246	25	characterize	characterize	VERB
futech-484	246	26	unique	unique	ADJ
futech-484	246	27	learning	learning	NOUN
futech-484	246	28	experiences	experience	NOUN
futech-484	246	29	during	during	ADP
futech-484	246	30	the	the	DET
futech-484	246	31	era	era	NOUN
futech-484	246	32	of	of	ADP
futech-484	246	33	the	the	DET
futech-484	246	34	digital	digital	ADJ
futech-484	246	35	economy	economy	NOUN
futech-484	246	36	.	.	PUNCT
futech-484	247	1	5	5	X
futech-484	247	2	.	.	X
futech-484	247	3	conclusion	conclusion	NOUN
futech-484	247	4	this	this	DET
futech-484	247	5	study	study	NOUN
futech-484	247	6	demonstrates	demonstrate	VERB
futech-484	247	7	that	that	SCONJ
futech-484	247	8	intelligent	intelligent	ADJ
futech-484	247	9	cognitive	cognitive	ADJ
futech-484	247	10	load	load	NOUN
futech-484	247	11	regulation	regulation	NOUN
futech-484	247	12	mechanisms	mechanism	NOUN
futech-484	247	13	effectively	effectively	ADV
futech-484	247	14	optimize	optimize	VERB
futech-484	247	15	learning	learn	VERB
futech-484	247	16	outcomes	outcome	NOUN
futech-484	247	17	in	in	ADP
futech-484	247	18	digital	digital	ADJ
futech-484	247	19	environments	environment	NOUN
futech-484	247	20	following	follow	VERB
futech-484	247	21	educational	educational	ADJ
futech-484	247	22	policy	policy	NOUN
futech-484	247	23	reforms	reform	NOUN
futech-484	247	24	.	.	PUNCT
futech-484	248	1	the	the	DET
futech-484	248	2	research	research	NOUN
futech-484	248	3	reveals	reveal	VERB
futech-484	248	4	significant	significant	ADJ
futech-484	248	5	improvements	improvement	NOUN
futech-484	248	6	across	across	ADP
futech-484	248	7	multiple	multiple	ADJ
futech-484	248	8	dimensions	dimension	NOUN
futech-484	248	9	:	:	PUNCT
futech-484	248	10	students	student	NOUN
futech-484	248	11	from	from	ADP
futech-484	248	12	lower	low	ADJ
futech-484	248	13	socioeconomic	socioeconomic	ADJ
futech-484	248	14	backgrounds	background	NOUN
futech-484	248	15	achieved	achieve	VERB
futech-484	248	16	15.3	15.3	NUM
futech-484	248	17	-	-	PUNCT
futech-484	248	18	point	point	NOUN
futech-484	248	19	gains	gain	NOUN
futech-484	248	20	in	in	ADP
futech-484	248	21	academic	academic	ADJ
futech-484	248	22	performance	performance	NOUN
futech-484	248	23	,	,	PUNCT
futech-484	248	24	task	task	NOUN
futech-484	248	25	completion	completion	NOUN
futech-484	248	26	rates	rate	NOUN
futech-484	248	27	increased	increase	VERB
futech-484	248	28	by	by	ADP
futech-484	248	29	32	32	NUM
futech-484	248	30	%	%	NOUN
futech-484	248	31	,	,	PUNCT
futech-484	248	32	and	and	CCONJ
futech-484	248	33	cognitive	cognitive	ADJ
futech-484	248	34	load	load	NOUN
futech-484	248	35	levels	level	NOUN
futech-484	248	36	decreased	decrease	VERB
futech-484	248	37	by	by	ADP
futech-484	248	38	an	an	DET
futech-484	248	39	average	average	NOUN
futech-484	248	40	of	of	ADP
futech-484	248	41	23.1	23.1	NUM
futech-484	248	42	%	%	NOUN
futech-484	248	43	across	across	ADP
futech-484	248	44	different	different	ADJ
futech-484	248	45	learner	learner	NOUN
futech-484	248	46	types	type	NOUN
futech-484	248	47	.	.	PUNCT
futech-484	249	1	the	the	DET
futech-484	249	2	87.3	87.3	NUM
futech-484	249	3	%	%	NOUN
futech-484	249	4	detection	detection	NOUN
futech-484	249	5	accuracy	accuracy	NOUN
futech-484	249	6	and	and	CCONJ
futech-484	249	7	234	234	NUM
futech-484	249	8	-	-	PUNCT
futech-484	249	9	millisecond	millisecond	NOUN
futech-484	249	10	response	response	NOUN
futech-484	249	11	time	time	NOUN
futech-484	249	12	validate	validate	VERB
futech-484	249	13	the	the	DET
futech-484	249	14	technical	technical	ADJ
futech-484	249	15	feasibility	feasibility	NOUN
futech-484	249	16	of	of	ADP
futech-484	249	17	real	real	ADJ
futech-484	249	18	-	-	PUNCT
futech-484	249	19	time	time	NOUN
futech-484	249	20	cognitive	cognitive	ADJ
futech-484	249	21	state	state	NOUN
futech-484	249	22	monitoring	monitoring	NOUN
futech-484	249	23	in	in	ADP
futech-484	249	24	educational	educational	ADJ
futech-484	249	25	contexts	contexts	NOUN
futech-484	249	26	.	.	PUNCT
futech-484	250	1	these	these	DET
futech-484	250	2	findings	finding	NOUN
futech-484	250	3	extend	extend	VERB
futech-484	250	4	cognitive	cognitive	ADJ
futech-484	250	5	load	load	NOUN
futech-484	250	6	theory	theory	NOUN
futech-484	250	7	by	by	ADP
futech-484	250	8	incorporating	incorporate	VERB
futech-484	250	9	dynamic	dynamic	ADJ
futech-484	250	10	adaptation	adaptation	NOUN
futech-484	250	11	capabilities	capability	NOUN
futech-484	250	12	essential	essential	ADJ
futech-484	250	13	for	for	ADP
futech-484	250	14	self	self	NOUN
futech-484	250	15	-	-	PUNCT
futech-484	250	16	directed	direct	VERB
futech-484	250	17	digital	digital	ADJ
futech-484	250	18	learning	learning	NOUN
futech-484	250	19	environments	environment	NOUN
futech-484	250	20	.	.	PUNCT
futech-484	251	1	the	the	DET
futech-484	251	2	investigation	investigation	NOUN
futech-484	251	3	contributes	contribute	VERB
futech-484	251	4	both	both	DET
futech-484	251	5	theoretical	theoretical	ADJ
futech-484	251	6	insights	insight	NOUN
futech-484	251	7	and	and	CCONJ
futech-484	251	8	practical	practical	ADJ
futech-484	251	9	frameworks	framework	NOUN
futech-484	251	10	for	for	ADP
futech-484	251	11	educational	educational	ADJ
futech-484	251	12	technology	technology	NOUN
futech-484	251	13	implementation	implementation	NOUN
futech-484	251	14	in	in	ADP
futech-484	251	15	post	post	ADJ
futech-484	251	16	-	-	ADJ
futech-484	251	17	tutoring	tutoring	ADJ
futech-484	251	18	contexts	contexts	NOUN
futech-484	251	19	.	.	PUNCT
futech-484	252	1	the	the	DET
futech-484	252	2	documented	document	VERB
futech-484	252	3	transformation	transformation	NOUN
futech-484	252	4	of	of	ADP
futech-484	252	5	320	320	NUM
futech-484	252	6	dongcheng	dongcheng	NOUN
futech-484	252	7	district	district	NOUN
futech-484	252	8	students	student	NOUN
futech-484	252	9	from	from	ADP
futech-484	252	10	tutoring	tutoring	NOUN
futech-484	252	11	-	-	PUNCT
futech-484	252	12	dependent	dependent	ADJ
futech-484	252	13	to	to	ADP
futech-484	252	14	self	self	NOUN
futech-484	252	15	-	-	PUNCT
futech-484	252	16	regulated	regulate	VERB
futech-484	252	17	learners	learner	NOUN
futech-484	252	18	provides	provide	VERB
futech-484	252	19	empirical	empirical	ADJ
futech-484	252	20	evidence	evidence	NOUN
futech-484	252	21	for	for	ADP
futech-484	252	22	technology	technology	NOUN
futech-484	252	23	-	-	PUNCT
futech-484	252	24	mediated	mediate	VERB
futech-484	252	25	educational	educational	ADJ
futech-484	252	26	equity	equity	NOUN
futech-484	252	27	.	.	PUNCT
futech-484	253	1	while	while	SCONJ
futech-484	253	2	limitations	limitation	NOUN
futech-484	253	3	exist	exist	VERB
futech-484	253	4	regarding	regard	VERB
futech-484	253	5	single	single	ADJ
futech-484	253	6	-	-	PUNCT
futech-484	253	7	district	district	NOUN
futech-484	253	8	sampling	sampling	NOUN
futech-484	253	9	and	and	CCONJ
futech-484	253	10	a	a	DET
futech-484	253	11	six	six	NUM
futech-484	253	12	-	-	PUNCT
futech-484	253	13	month	month	NOUN
futech-484	253	14	duration	duration	NOUN
futech-484	253	15	,	,	PUNCT
futech-484	253	16	the	the	DET
futech-484	253	17	positive	positive	ADJ
futech-484	253	18	trajectory	trajectory	NOUN
futech-484	253	19	of	of	ADP
futech-484	253	20	stakeholder	stakeholder	NOUN
futech-484	253	21	satisfaction	satisfaction	NOUN
futech-484	253	22	(	(	PUNCT
futech-484	253	23	rising	rise	VERB
futech-484	253	24	from	from	ADP
futech-484	253	25	3.2	3.2	NUM
futech-484	253	26	to	to	ADP
futech-484	253	27	4.2	4.2	NUM
futech-484	253	28	for	for	ADP
futech-484	253	29	students	student	NOUN
futech-484	253	30	)	)	PUNCT
futech-484	253	31	suggests	suggest	VERB
futech-484	253	32	sustainable	sustainable	ADJ
futech-484	253	33	adoption	adoption	NOUN
futech-484	253	34	potential	potential	NOUN
futech-484	253	35	.	.	PUNCT
futech-484	254	1	future	future	ADJ
futech-484	254	2	developments	development	NOUN
futech-484	254	3	should	should	AUX
futech-484	254	4	focus	focus	VERB
futech-484	254	5	on	on	ADP
futech-484	254	6	enhancing	enhance	VERB
futech-484	254	7	collaborative	collaborative	ADJ
futech-484	254	8	learning	learning	NOUN
futech-484	254	9	support	support	NOUN
futech-484	254	10	,	,	PUNCT
futech-484	254	11	addressing	address	VERB
futech-484	254	12	the	the	DET
futech-484	254	13	current	current	ADJ
futech-484	254	14	68.4	68.4	NUM
futech-484	254	15	%	%	NOUN
futech-484	254	16	effectiveness	effectiveness	NOUN
futech-484	254	17	rate	rate	NOUN
futech-484	254	18	,	,	PUNCT
futech-484	254	19	and	and	CCONJ
futech-484	254	20	expanding	expand	VERB
futech-484	254	21	cross	cross	ADJ
futech-484	254	22	-	-	ADJ
futech-484	254	23	regional	regional	ADJ
futech-484	254	24	validation	validation	NOUN
futech-484	254	25	.	.	PUNCT
futech-484	255	1	the	the	DET
futech-484	255	2	convergence	convergence	NOUN
futech-484	255	3	of	of	ADP
futech-484	255	4	cognitive	cognitive	ADJ
futech-484	255	5	science	science	NOUN
futech-484	255	6	and	and	CCONJ
futech-484	255	7	educational	educational	ADJ
futech-484	255	8	technology	technology	NOUN
futech-484	255	9	demonstrated	demonstrate	VERB
futech-484	255	10	here	here	ADV
futech-484	255	11	offers	offer	VERB
futech-484	255	12	promising	promise	VERB
futech-484	255	13	pathways	pathway	NOUN
futech-484	255	14	for	for	ADP
futech-484	255	15	scaling	scale	VERB
futech-484	255	16	personalized	personalized	ADJ
futech-484	255	17	learning	learn	VERB
futech-484	255	18	support	support	NOUN
futech-484	255	19	while	while	SCONJ
futech-484	255	20	maintaining	maintain	VERB
futech-484	255	21	pedagogical	pedagogical	ADJ
futech-484	255	22	quality	quality	NOUN
futech-484	255	23	in	in	ADP
futech-484	255	24	the	the	DET
futech-484	255	25	digital	digital	ADJ
futech-484	255	26	transformation	transformation	NOUN
futech-484	255	27	of	of	ADP
futech-484	255	28	education	education	NOUN
futech-484	255	29	.	.	PUNCT
futech-484	256	1	ethical	ethical	ADJ
futech-484	256	2	issue	issue	NOUN
futech-484	256	3	the	the	DET
futech-484	256	4	authors	author	NOUN
futech-484	256	5	are	be	AUX
futech-484	256	6	aware	aware	ADJ
futech-484	256	7	of	of	ADP
futech-484	256	8	and	and	CCONJ
futech-484	256	9	comply	comply	ADJ
futech-484	256	10	with	with	ADP
futech-484	256	11	best	good	ADJ
futech-484	256	12	practices	practice	NOUN
futech-484	256	13	in	in	ADP
futech-484	256	14	publication	publication	NOUN
futech-484	256	15	ethics	ethic	NOUN
futech-484	256	16	,	,	PUNCT
futech-484	256	17	specifically	specifically	ADV
futech-484	256	18	with	with	ADP
futech-484	256	19	regard	regard	NOUN
futech-484	256	20	to	to	ADP
futech-484	256	21	authorship	authorship	NOUN
futech-484	256	22	(	(	PUNCT
futech-484	256	23	avoidance	avoidance	NOUN
futech-484	256	24	of	of	ADP
futech-484	256	25	guest	guest	NOUN
futech-484	256	26	authorship	authorship	NOUN
futech-484	256	27	)	)	PUNCT
futech-484	256	28	,	,	PUNCT
futech-484	256	29	dual	dual	ADJ
futech-484	256	30	submission	submission	NOUN
futech-484	256	31	,	,	PUNCT
futech-484	256	32	manipulation	manipulation	NOUN
futech-484	256	33	of	of	ADP
futech-484	256	34	figures	figure	NOUN
futech-484	256	35	,	,	PUNCT
futech-484	256	36	competing	compete	VERB
futech-484	256	37	interests	interest	NOUN
futech-484	256	38	,	,	PUNCT
futech-484	256	39	and	and	CCONJ
futech-484	256	40	compliance	compliance	NOUN
futech-484	256	41	with	with	ADP
futech-484	256	42	policies	policy	NOUN
futech-484	256	43	on	on	ADP
futech-484	256	44	research	research	NOUN
futech-484	256	45	ethics	ethic	NOUN
futech-484	256	46	.	.	PUNCT
futech-484	257	1	the	the	DET
futech-484	257	2	authors	author	NOUN
futech-484	257	3	adhere	adhere	VERB
futech-484	257	4	to	to	ADP
futech-484	257	5	publication	publication	NOUN
futech-484	257	6	requirements	requirement	NOUN
futech-484	257	7	that	that	SCONJ
futech-484	257	8	the	the	DET
futech-484	257	9	submitted	submit	VERB
futech-484	257	10	work	work	NOUN
futech-484	257	11	is	be	AUX
futech-484	257	12	original	original	ADJ
futech-484	257	13	and	and	CCONJ
futech-484	257	14	has	have	AUX
futech-484	257	15	not	not	PART
futech-484	257	16	been	be	AUX
futech-484	257	17	published	publish	VERB
futech-484	257	18	elsewhere	elsewhere	ADV
futech-484	257	19	.	.	PUNCT
futech-484	258	1	data	datum	NOUN
futech-484	258	2	availability	availability	NOUN
futech-484	258	3	statement	statement	NOUN
futech-484	258	4	the	the	DET
futech-484	258	5	manuscript	manuscript	NOUN
futech-484	258	6	contains	contain	VERB
futech-484	258	7	all	all	DET
futech-484	258	8	the	the	DET
futech-484	258	9	data	datum	NOUN
futech-484	258	10	.	.	PUNCT
futech-484	259	1	however	however	ADV
futech-484	259	2	,	,	PUNCT
futech-484	259	3	more	more	ADJ
futech-484	259	4	data	datum	NOUN
futech-484	259	5	will	will	AUX
futech-484	259	6	be	be	AUX
futech-484	259	7	available	available	ADJ
futech-484	259	8	upon	upon	SCONJ
futech-484	259	9	request	request	NOUN
futech-484	259	10	from	from	ADP
futech-484	259	11	the	the	DET
futech-484	259	12	authors	author	NOUN
futech-484	259	13	.	.	PUNCT
futech-484	260	1	conflict	conflict	NOUN
futech-484	260	2	of	of	ADP
futech-484	260	3	interest	interest	NOUN
futech-484	260	4	the	the	DET
futech-484	260	5	authors	author	NOUN
futech-484	260	6	declare	declare	VERB
futech-484	260	7	no	no	DET
futech-484	260	8	potential	potential	ADJ
futech-484	260	9	conflict	conflict	NOUN
futech-484	260	10	of	of	ADP
futech-484	260	11	interest	interest	NOUN
futech-484	260	12	.	.	PUNCT
futech-484	261	1	j.	j.	PROPN
futech-484	261	2	zhai	zhai	PROPN
futech-484	261	3	et	et	PROPN
futech-484	261	4	al	al	PROPN
futech-484	261	5	.	.	PROPN
futech-484	261	6	/future	/future	PUNCT
futech-484	261	7	technology	technology	PROPN
futech-484	261	8	november	november	PROPN
futech-484	261	9	2025|	2025|	NUM
futech-484	261	10	volume	volume	NOUN
futech-484	261	11	04	04	NUM
futech-484	262	1	|	|	ADV
futech-484	262	2	issue	issue	VERB
futech-484	262	3	04	04	NUM
futech-484	263	1	|	|	CCONJ
futech-484	263	2	pages	page	VERB
futech-484	263	3	205	205	NUM
futech-484	263	4	-	-	SYM
futech-484	263	5	215	215	NUM
futech-484	263	6	214	214	NUM
futech-484	263	7	references	reference	NOUN
futech-484	263	8	[	[	X
futech-484	263	9	1	1	NUM
futech-484	263	10	]	]	PUNCT
futech-484	263	11	a.	a.	NOUN
futech-484	263	12	skulmowski	skulmowski	PROPN
futech-484	263	13	and	and	CCONJ
futech-484	263	14	k.	k.	PROPN
futech-484	263	15	m.	m.	PROPN
futech-484	264	1	xu	xu	PROPN
futech-484	264	2	,	,	PUNCT
futech-484	264	3	"	"	PUNCT
futech-484	264	4	understanding	understand	VERB
futech-484	264	5	cognitive	cognitive	ADJ
futech-484	264	6	load	load	NOUN
futech-484	264	7	in	in	ADP
futech-484	264	8	digital	digital	ADJ
futech-484	264	9	and	and	CCONJ
futech-484	264	10	online	online	ADJ
futech-484	264	11	learning	learning	NOUN
futech-484	264	12	:	:	PUNCT
futech-484	264	13	a	a	DET
futech-484	264	14	new	new	ADJ
futech-484	264	15	perspective	perspective	NOUN
futech-484	264	16	on	on	ADP
futech-484	264	17	extraneous	extraneous	ADJ
futech-484	264	18	cognitive	cognitive	ADJ
futech-484	264	19	load	load	NOUN
futech-484	264	20	,	,	PUNCT
futech-484	264	21	"	"	PUNCT
futech-484	264	22	educational	educational	ADJ
futech-484	264	23	psychology	psychology	NOUN
futech-484	264	24	review	review	NOUN
futech-484	264	25	,	,	PUNCT
futech-484	264	26	vol	vol	NOUN
futech-484	264	27	.	.	PROPN
futech-484	265	1	34	34	NUM
futech-484	265	2	,	,	PUNCT
futech-484	265	3	no	no	INTJ
futech-484	265	4	.	.	NOUN
futech-484	265	5	1	1	NUM
futech-484	265	6	,	,	PUNCT
futech-484	265	7	pp	pp	ADJ
futech-484	265	8	.	.	PUNCT
futech-484	266	1	171196	171196	NUM
futech-484	266	2	,	,	PUNCT
futech-484	266	3	2022	2022	NUM
futech-484	266	4	.	.	PUNCT
futech-484	267	1	doi	doi	NOUN
futech-484	267	2	:	:	PUNCT
futech-484	268	1	https://doi.org/10.1007/s10648021-09624-7	https://doi.org/10.1007/s10648021-09624-7	ADJ
futech-484	268	2	[	[	X
futech-484	268	3	2	2	NUM
futech-484	268	4	]	]	PUNCT
futech-484	268	5	a.-l	a.-l	PROPN
futech-484	268	6	.	.	PUNCT
futech-484	269	1	le	le	PROPN
futech-484	269	2	cunff	cunff	PROPN
futech-484	269	3	et	et	PROPN
futech-484	269	4	al	al	PROPN
futech-484	269	5	.	.	PROPN
futech-484	269	6	,	,	PUNCT
futech-484	269	7	"	"	PUNCT
futech-484	269	8	cognitive	cognitive	ADJ
futech-484	269	9	load	load	NOUN
futech-484	269	10	and	and	CCONJ
futech-484	269	11	neurodiversity	neurodiversity	NOUN
futech-484	269	12	in	in	ADP
futech-484	269	13	online	online	ADJ
futech-484	269	14	education	education	NOUN
futech-484	269	15	:	:	PUNCT
futech-484	269	16	a	a	DET
futech-484	269	17	preliminary	preliminary	ADJ
futech-484	269	18	framework	framework	NOUN
futech-484	269	19	for	for	ADP
futech-484	269	20	educational	educational	ADJ
futech-484	269	21	research	research	NOUN
futech-484	269	22	and	and	CCONJ
futech-484	269	23	policy	policy	NOUN
futech-484	269	24	,	,	PUNCT
futech-484	269	25	"	"	PUNCT
futech-484	269	26	in	in	ADP
futech-484	269	27	frontiers	frontier	NOUN
futech-484	269	28	in	in	ADP
futech-484	269	29	education	education	NOUN
futech-484	269	30	,	,	PUNCT
futech-484	269	31	2025	2025	NUM
futech-484	269	32	,	,	PUNCT
futech-484	269	33	vol	vol	NOUN
futech-484	269	34	.	.	NOUN
futech-484	270	1	9	9	NUM
futech-484	270	2	:	:	PUNCT
futech-484	270	3	frontiers	frontier	NOUN
futech-484	270	4	media	media	PROPN
futech-484	270	5	sa	sa	PROPN
futech-484	270	6	,	,	PUNCT
futech-484	270	7	p.	p.	NOUN
futech-484	270	8	1437673	1437673	NUM
futech-484	270	9	.	.	PUNCT
futech-484	271	1	doi	doi	NOUN
futech-484	271	2	:	:	PUNCT
futech-484	272	1	https://doi.org/10.3389/feduc.2024.1437673	https://doi.org/10.3389/feduc.2024.1437673	PROPN
futech-484	272	2	[	[	X
futech-484	272	3	3	3	NUM
futech-484	272	4	]	]	X
futech-484	272	5	m.	m.	NOUN
futech-484	272	6	bănuț	bănuț	PROPN
futech-484	272	7	and	and	CCONJ
futech-484	272	8	d.	d.	PROPN
futech-484	272	9	andronache	andronache	PROPN
futech-484	272	10	,	,	PUNCT
futech-484	272	11	"	"	PUNCT
futech-484	272	12	students	student	NOUN
futech-484	272	13	'	'	PART
futech-484	272	14	cognitive	cognitive	ADJ
futech-484	272	15	load	load	NOUN
futech-484	272	16	in	in	ADP
futech-484	272	17	online	online	ADJ
futech-484	272	18	education	education	NOUN
futech-484	272	19	,	,	PUNCT
futech-484	272	20	under	under	ADP
futech-484	272	21	the	the	DET
futech-484	272	22	lens	lens	NOUN
futech-484	272	23	of	of	ADP
futech-484	272	24	learning	learning	NOUN
futech-484	272	25	theories	theory	NOUN
futech-484	272	26	,	,	PUNCT
futech-484	272	27	"	"	PUNCT
futech-484	272	28	studia	studia	PROPN
futech-484	272	29	universitatis	universitatis	PROPN
futech-484	272	30	babes	babes	PROPN
futech-484	272	31	-	-	PUNCT
futech-484	272	32	bolyai	bolyai	NOUN
futech-484	272	33	,	,	PUNCT
futech-484	272	34	psychologia	psychologia	NOUN
futech-484	272	35	-	-	PUNCT
futech-484	272	36	paedagogia	paedagogia	NOUN
futech-484	272	37	,	,	PUNCT
futech-484	272	38	vol	vol	NOUN
futech-484	272	39	.	.	PROPN
futech-484	273	1	68	68	NUM
futech-484	273	2	,	,	PUNCT
futech-484	273	3	no	no	INTJ
futech-484	273	4	.	.	NOUN
futech-484	273	5	2	2	NUM
futech-484	273	6	,	,	PUNCT
futech-484	273	7	2023	2023	NUM
futech-484	273	8	.	.	PUNCT
futech-484	274	1	[	[	X
futech-484	274	2	4	4	X
futech-484	274	3	]	]	X
futech-484	274	4	o.	o.	PROPN
futech-484	274	5	chen	chen	PROPN
futech-484	274	6	and	and	CCONJ
futech-484	274	7	s.	s.	PROPN
futech-484	274	8	kalyuga	kalyuga	PROPN
futech-484	274	9	,	,	PUNCT
futech-484	274	10	"	"	PUNCT
futech-484	274	11	exploring	explore	VERB
futech-484	274	12	factors	factor	NOUN
futech-484	274	13	influencing	influence	VERB
futech-484	274	14	the	the	DET
futech-484	274	15	effectiveness	effectiveness	NOUN
futech-484	274	16	of	of	ADP
futech-484	274	17	explicit	explicit	ADJ
futech-484	274	18	instruction	instruction	NOUN
futech-484	274	19	first	first	ADJ
futech-484	274	20	and	and	CCONJ
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futech-484	274	22	-	-	PUNCT
futech-484	274	23	solving	solve	VERB
futech-484	274	24	first	first	ADJ
futech-484	274	25	approaches	approach	NOUN
futech-484	274	26	,	,	PUNCT
futech-484	274	27	"	"	PUNCT
futech-484	274	28	european	european	ADJ
futech-484	274	29	journal	journal	PROPN
futech-484	274	30	of	of	ADP
futech-484	274	31	psychology	psychology	NOUN
futech-484	274	32	of	of	ADP
futech-484	274	33	education	education	NOUN
futech-484	274	34	,	,	PUNCT
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futech-484	274	36	.	.	PROPN
futech-484	274	37	35	35	NUM
futech-484	274	38	,	,	PUNCT
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futech-484	274	40	.	.	NOUN
futech-484	274	41	3	3	NUM
futech-484	274	42	,	,	PUNCT
futech-484	274	43	pp	pp	ADJ
futech-484	274	44	.	.	PUNCT
futech-484	274	45	607624	607624	NUM
futech-484	274	46	,	,	PUNCT
futech-484	274	47	2020	2020	NUM
futech-484	274	48	.	.	PUNCT
futech-484	275	1	doi	doi	NOUN
futech-484	275	2	:	:	PUNCT
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futech-484	275	4	[	[	X
futech-484	275	5	5	5	X
futech-484	275	6	]	]	PUNCT
futech-484	275	7	r.	r.	PROPN
futech-484	275	8	e.	e.	PROPN
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futech-484	275	11	"	"	PUNCT
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futech-484	275	16	for	for	ADP
futech-484	275	17	how	how	SCONJ
futech-484	275	18	to	to	PART
futech-484	275	19	design	design	VERB
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futech-484	275	21	instructional	instructional	ADJ
futech-484	275	22	videos	video	NOUN
futech-484	275	23	,	,	PUNCT
futech-484	275	24	"	"	PUNCT
futech-484	275	25	journal	journal	NOUN
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futech-484	275	27	applied	apply	VERB
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futech-484	275	29	in	in	ADP
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futech-484	276	8	.	.	PUNCT
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futech-484	277	2	-	-	SYM
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futech-484	277	4	,	,	PUNCT
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futech-484	277	6	.	.	PUNCT
futech-484	278	1	doi	doi	NOUN
futech-484	278	2	:	:	PUNCT
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futech-484	278	6	]	]	PUNCT
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futech-484	278	14	j.	j.	PROPN
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futech-484	278	16	,	,	PUNCT
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futech-484	278	27	,	,	PUNCT
futech-484	278	28	"	"	PUNCT
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futech-484	278	31	,	,	PUNCT
futech-484	278	32	vol	vol	NOUN
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futech-484	279	2	,	,	PUNCT
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futech-484	279	5	1	1	NUM
futech-484	279	6	,	,	PUNCT
futech-484	279	7	pp	pp	ADJ
futech-484	279	8	.	.	PUNCT
futech-484	280	1	1	1	NUM
futech-484	280	2	-	-	SYM
futech-484	280	3	4	4	NUM
futech-484	280	4	,	,	PUNCT
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futech-484	280	6	.	.	PUNCT
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futech-484	281	2	:	:	PUNCT
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futech-484	283	1	[	[	X
futech-484	283	2	7	7	X
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futech-484	283	17	in	in	ADP
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futech-484	283	19	:	:	PUNCT
futech-484	283	20	a	a	DET
futech-484	283	21	review	review	NOUN
futech-484	283	22	,	,	PUNCT
futech-484	283	23	"	"	PUNCT
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futech-484	284	2	,	,	PUNCT
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futech-484	284	4	.	.	PUNCT
futech-484	285	1	doi	doi	NOUN
futech-484	285	2	:	:	PUNCT
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futech-484	286	34	-	-	SYM
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futech-484	286	36	.	.	PUNCT
futech-484	287	1	[	[	X
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futech-484	287	10	m.	m.	PROPN
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futech-484	291	47	.	.	PUNCT
futech-484	292	1	doi	doi	NOUN
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futech-484	293	2	13	13	NUM
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futech-484	293	6	et	et	PROPN
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futech-484	293	8	.	.	PROPN
futech-484	293	9	,	,	PUNCT
futech-484	293	10	"	"	PUNCT
futech-484	293	11	ethics	ethic	NOUN
futech-484	293	12	of	of	ADP
futech-484	293	13	ai	ai	NOUN
futech-484	293	14	in	in	ADP
futech-484	293	15	education	education	NOUN
futech-484	293	16	:	:	PUNCT
futech-484	293	17	towards	towards	ADP
futech-484	293	18	a	a	DET
futech-484	293	19	community	community	NOUN
futech-484	293	20	-	-	PUNCT
futech-484	293	21	wide	wide	ADJ
futech-484	293	22	framework	framework	NOUN
futech-484	293	23	,	,	PUNCT
futech-484	293	24	"	"	PUNCT
futech-484	293	25	international	international	ADJ
futech-484	293	26	journal	journal	NOUN
futech-484	293	27	of	of	ADP
futech-484	293	28	artificial	artificial	ADJ
futech-484	293	29	intelligence	intelligence	NOUN
futech-484	293	30	in	in	ADP
futech-484	293	31	education	education	NOUN
futech-484	293	32	,	,	PUNCT
futech-484	293	33	vol	vol	NOUN
futech-484	293	34	.	.	PROPN
futech-484	293	35	32	32	NUM
futech-484	293	36	,	,	PUNCT
futech-484	293	37	no	no	INTJ
futech-484	293	38	.	.	NOUN
futech-484	293	39	3	3	NUM
futech-484	293	40	,	,	PUNCT
futech-484	293	41	pp	pp	ADJ
futech-484	293	42	.	.	PUNCT
futech-484	293	43	504	504	NUM
futech-484	293	44	-	-	SYM
futech-484	293	45	526	526	NUM
futech-484	293	46	,	,	PUNCT
futech-484	293	47	2022	2022	NUM
futech-484	293	48	.	.	PUNCT
futech-484	294	1	doi	doi	NOUN
futech-484	294	2	:	:	PUNCT
futech-484	294	3	https://doi.org/10.1007/s40593-021-00239-1	https://doi.org/10.1007/s40593-021-00239-1	NUM
futech-484	295	1	[	[	X
futech-484	295	2	14	14	NUM
futech-484	295	3	]	]	PUNCT
futech-484	295	4	k.-j	k.-j	PROPN
futech-484	295	5	.	.	PUNCT
futech-484	296	1	laak	laak	PROPN
futech-484	296	2	and	and	CCONJ
futech-484	296	3	j.	j.	PROPN
futech-484	296	4	aru	aru	PROPN
futech-484	296	5	,	,	PUNCT
futech-484	296	6	"	"	PUNCT
futech-484	296	7	ai	ai	VERB
futech-484	296	8	and	and	CCONJ
futech-484	296	9	personalized	personalized	ADJ
futech-484	296	10	learning	learning	NOUN
futech-484	296	11	:	:	PUNCT
futech-484	296	12	bridging	bridge	VERB
futech-484	296	13	the	the	DET
futech-484	296	14	gap	gap	NOUN
futech-484	296	15	with	with	ADP
futech-484	296	16	modern	modern	ADJ
futech-484	296	17	educational	educational	ADJ
futech-484	296	18	goals	goal	NOUN
futech-484	296	19	,	,	PUNCT
futech-484	296	20	"	"	PUNCT
futech-484	296	21	arxiv	arxiv	PROPN
futech-484	296	22	preprint	preprint	NOUN
futech-484	296	23	arxiv:2404.02798	arxiv:2404.02798	NOUN
futech-484	296	24	,	,	PUNCT
futech-484	296	25	2024	2024	NUM
futech-484	296	26	.	.	PUNCT
futech-484	297	1	doi	doi	NOUN
futech-484	297	2	:	:	PUNCT
futech-484	297	3	https://doi.org/10.48550/arxiv.2404.02798	https://doi.org/10.48550/arxiv.2404.02798	PROPN
futech-484	297	4	[	[	X
futech-484	297	5	15	15	NUM
futech-484	297	6	]	]	X
futech-484	297	7	j.	j.	PROPN
futech-484	297	8	sweller	sweller	PROPN
futech-484	297	9	,	,	PUNCT
futech-484	297	10	"	"	PUNCT
futech-484	297	11	cognitive	cognitive	ADJ
futech-484	297	12	load	load	NOUN
futech-484	297	13	theory	theory	NOUN
futech-484	297	14	and	and	CCONJ
futech-484	297	15	educational	educational	ADJ
futech-484	297	16	technology	technology	NOUN
futech-484	297	17	,	,	PUNCT
futech-484	297	18	"	"	PUNCT
futech-484	297	19	educational	educational	ADJ
futech-484	297	20	technology	technology	NOUN
futech-484	297	21	research	research	NOUN
futech-484	297	22	and	and	CCONJ
futech-484	297	23	development	development	NOUN
futech-484	297	24	,	,	PUNCT
futech-484	297	25	vol	vol	NOUN
futech-484	297	26	.	.	PROPN
futech-484	298	1	68	68	NUM
futech-484	298	2	,	,	PUNCT
futech-484	298	3	no	no	INTJ
futech-484	298	4	.	.	NOUN
futech-484	298	5	1	1	NUM
futech-484	298	6	,	,	PUNCT
futech-484	298	7	pp	pp	ADJ
futech-484	298	8	.	.	PUNCT
futech-484	299	1	1	1	NUM
futech-484	299	2	-	-	SYM
futech-484	299	3	16	16	NUM
futech-484	299	4	,	,	PUNCT
futech-484	299	5	2020	2020	NUM
futech-484	299	6	.	.	PUNCT
futech-484	300	1	doi	doi	NOUN
futech-484	300	2	:	:	PUNCT
futech-484	300	3	https://doi.org/10.1007/s11423-019-09701-3	https://doi.org/10.1007/s11423-019-09701-3	NUM
futech-484	300	4	[	[	X
futech-484	300	5	16	16	NUM
futech-484	300	6	]	]	X
futech-484	300	7	o.	o.	PROPN
futech-484	300	8	zawacki	zawacki	PROPN
futech-484	300	9	-	-	PUNCT
futech-484	300	10	richter	richter	PROPN
futech-484	300	11	,	,	PUNCT
futech-484	300	12	v.	v.	PROPN
futech-484	300	13	i.	i.	PROPN
futech-484	300	14	marín	marín	PROPN
futech-484	300	15	,	,	PUNCT
futech-484	300	16	m.	m.	NOUN
futech-484	300	17	bond	bond	NOUN
futech-484	300	18	,	,	PUNCT
futech-484	300	19	and	and	CCONJ
futech-484	300	20	f.	f.	PROPN
futech-484	300	21	gouverneur	gouverneur	PROPN
futech-484	300	22	,	,	PUNCT
futech-484	300	23	"	"	PUNCT
futech-484	300	24	systematic	systematic	ADJ
futech-484	300	25	review	review	NOUN
futech-484	300	26	of	of	ADP
futech-484	300	27	research	research	NOUN
futech-484	300	28	on	on	ADP
futech-484	300	29	artificial	artificial	ADJ
futech-484	300	30	intelligence	intelligence	NOUN
futech-484	300	31	applications	application	NOUN
futech-484	300	32	in	in	ADP
futech-484	300	33	higher	high	ADJ
futech-484	300	34	education	education	NOUN
futech-484	300	35	–	–	PUNCT
futech-484	300	36	where	where	SCONJ
futech-484	300	37	are	be	AUX
futech-484	300	38	the	the	DET
futech-484	300	39	educators	educator	NOUN
futech-484	300	40	?	?	PUNCT
futech-484	300	41	,	,	PUNCT
futech-484	300	42	"	"	PUNCT
futech-484	300	43	international	international	ADJ
futech-484	300	44	journal	journal	NOUN
futech-484	300	45	of	of	ADP
futech-484	300	46	educational	educational	ADJ
futech-484	300	47	technology	technology	NOUN
futech-484	300	48	in	in	ADP
futech-484	300	49	higher	high	ADJ
futech-484	300	50	education	education	NOUN
futech-484	300	51	,	,	PUNCT
futech-484	300	52	vol	vol	NOUN
futech-484	300	53	.	.	PROPN
futech-484	300	54	16	16	NUM
futech-484	300	55	,	,	PUNCT
futech-484	300	56	no	no	INTJ
futech-484	300	57	.	.	NOUN
futech-484	300	58	1	1	NUM
futech-484	300	59	,	,	PUNCT
futech-484	300	60	pp	pp	ADJ
futech-484	300	61	.	.	PUNCT
futech-484	301	1	1	1	NUM
futech-484	301	2	-	-	SYM
futech-484	301	3	27	27	NUM
futech-484	301	4	,	,	PUNCT
futech-484	301	5	2019	2019	NUM
futech-484	301	6	.	.	PUNCT
futech-484	302	1	doi	doi	NOUN
futech-484	302	2	:	:	PUNCT
futech-484	302	3	https://doi.org/10.1186/s41239-019-0171-0	https://doi.org/10.1186/s41239-019-0171-0	NUM
futech-484	302	4	[	[	X
futech-484	302	5	17	17	NUM
futech-484	302	6	]	]	X
futech-484	302	7	b.	b.	PROPN
futech-484	302	8	rienties	rienties	PROPN
futech-484	302	9	and	and	CCONJ
futech-484	302	10	l.	l.	PROPN
futech-484	302	11	toetenel	toetenel	PROPN
futech-484	302	12	,	,	PUNCT
futech-484	302	13	"	"	PUNCT
futech-484	302	14	the	the	DET
futech-484	302	15	impact	impact	NOUN
futech-484	302	16	of	of	ADP
futech-484	302	17	learning	learn	VERB
futech-484	302	18	design	design	NOUN
futech-484	302	19	on	on	ADP
futech-484	302	20	student	student	NOUN
futech-484	302	21	behaviour	behaviour	NOUN
futech-484	302	22	,	,	PUNCT
futech-484	302	23	satisfaction	satisfaction	NOUN
futech-484	302	24	and	and	CCONJ
futech-484	302	25	performance	performance	NOUN
futech-484	302	26	:	:	PUNCT
futech-484	302	27	a	a	DET
futech-484	302	28	cross	cross	ADJ
futech-484	302	29	-	-	ADJ
futech-484	302	30	institutional	institutional	ADJ
futech-484	302	31	comparison	comparison	NOUN
futech-484	302	32	across	across	ADP
futech-484	302	33	151	151	NUM
futech-484	302	34	modules	module	NOUN
futech-484	302	35	,	,	PUNCT
futech-484	302	36	"	"	PUNCT
futech-484	302	37	computers	computer	NOUN
futech-484	302	38	in	in	ADP
futech-484	302	39	human	human	ADJ
futech-484	302	40	behavior	behavior	NOUN
futech-484	302	41	,	,	PUNCT
futech-484	302	42	vol	vol	NOUN
futech-484	302	43	.	.	PROPN
futech-484	302	44	60	60	NUM
futech-484	302	45	,	,	PUNCT
futech-484	302	46	pp	pp	ADJ
futech-484	302	47	.	.	PUNCT
futech-484	303	1	333	333	NUM
futech-484	303	2	-	-	SYM
futech-484	303	3	341	341	NUM
futech-484	303	4	,	,	PUNCT
futech-484	303	5	2016	2016	NUM
futech-484	303	6	.	.	PUNCT
futech-484	304	1	doi	doi	NOUN
futech-484	304	2	:	:	PUNCT
futech-484	304	3	https://doi.org/10.1016/j.chb.2016.02.074	https://doi.org/10.1016/j.chb.2016.02.074	PROPN
futech-484	305	1	[	[	X
futech-484	305	2	18	18	NUM
futech-484	305	3	]	]	X
futech-484	305	4	r.	r.	NOUN
futech-484	305	5	alfredo	alfredo	PROPN
futech-484	305	6	et	et	PROPN
futech-484	305	7	al	al	PROPN
futech-484	305	8	.	.	PROPN
futech-484	305	9	,	,	PUNCT
futech-484	305	10	"	"	PUNCT
futech-484	305	11	human	human	ADJ
futech-484	305	12	-	-	PUNCT
futech-484	305	13	centred	centre	VERB
futech-484	305	14	learning	learning	NOUN
futech-484	305	15	analytics	analytic	NOUN
futech-484	305	16	and	and	CCONJ
futech-484	305	17	ai	ai	VERB
futech-484	305	18	in	in	ADP
futech-484	305	19	education	education	NOUN
futech-484	305	20	:	:	PUNCT
futech-484	305	21	a	a	DET
futech-484	305	22	systematic	systematic	ADJ
futech-484	305	23	literature	literature	NOUN
futech-484	305	24	review	review	NOUN
futech-484	305	25	,	,	PUNCT
futech-484	305	26	"	"	PUNCT
futech-484	305	27	computers	computer	NOUN
futech-484	305	28	and	and	CCONJ
futech-484	305	29	education	education	NOUN
futech-484	305	30	:	:	PUNCT
futech-484	305	31	artificial	artificial	ADJ
futech-484	305	32	intelligence	intelligence	NOUN
futech-484	305	33	,	,	PUNCT
futech-484	305	34	vol	vol	NOUN
futech-484	305	35	.	.	PROPN
futech-484	305	36	6	6	NUM
futech-484	305	37	,	,	PUNCT
futech-484	305	38	p.	p.	NOUN
futech-484	305	39	100215	100215	NUM
futech-484	305	40	,	,	PUNCT
futech-484	305	41	2024	2024	NUM
futech-484	305	42	.	.	PUNCT
futech-484	306	1	doi	doi	NOUN
futech-484	306	2	:	:	PUNCT
futech-484	307	1	https://doi.org/10.1016/j.caeai.2024.100215	https://doi.org/10.1016/j.caeai.2024.100215	PROPN
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futech-484	307	3	19	19	NUM
futech-484	307	4	]	]	PUNCT
futech-484	307	5	j.	j.	PROPN
futech-484	307	6	sweller	sweller	PROPN
futech-484	307	7	,	,	PUNCT
futech-484	307	8	j.	j.	PROPN
futech-484	307	9	j.	j.	PROPN
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futech-484	307	12	,	,	PUNCT
futech-484	307	13	and	and	CCONJ
futech-484	307	14	f.	f.	PROPN
futech-484	307	15	paas	paas	PROPN
futech-484	307	16	,	,	PUNCT
futech-484	307	17	"	"	PUNCT
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futech-484	307	19	architecture	architecture	NOUN
futech-484	307	20	and	and	CCONJ
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futech-484	307	22	design	design	NOUN
futech-484	307	23	:	:	PUNCT
futech-484	307	24	20	20	NUM
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futech-484	307	26	later	later	ADV
futech-484	307	27	,	,	PUNCT
futech-484	307	28	"	"	PUNCT
futech-484	307	29	educational	educational	ADJ
futech-484	307	30	psychology	psychology	NOUN
futech-484	307	31	review	review	NOUN
futech-484	307	32	,	,	PUNCT
futech-484	307	33	vol	vol	NOUN
futech-484	307	34	.	.	PROPN
futech-484	307	35	31	31	NUM
futech-484	307	36	,	,	PUNCT
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futech-484	307	38	.	.	NOUN
futech-484	307	39	2	2	NUM
futech-484	307	40	,	,	PUNCT
futech-484	307	41	pp	pp	ADJ
futech-484	307	42	.	.	PUNCT
futech-484	308	1	261	261	NUM
futech-484	308	2	-	-	SYM
futech-484	308	3	292	292	NUM
futech-484	308	4	,	,	PUNCT
futech-484	308	5	2019	2019	NUM
futech-484	308	6	.	.	PUNCT
futech-484	309	1	doi	doi	NOUN
futech-484	309	2	:	:	PUNCT
futech-484	309	3	https://doi.org/10.1007/s10648-019-09465-5	https://doi.org/10.1007/s10648-019-09465-5	NUM
futech-484	310	1	[	[	X
futech-484	310	2	20	20	NUM
futech-484	310	3	]	]	X
futech-484	310	4	j.-c	j.-c	PROPN
futech-484	310	5	.	.	PUNCT
futech-484	311	1	hong	hong	PROPN
futech-484	311	2	,	,	PUNCT
futech-484	311	3	m.-y	m.-y	PROPN
futech-484	311	4	.	.	PUNCT
futech-484	312	1	hwang	hwang	PROPN
futech-484	312	2	,	,	PUNCT
futech-484	312	3	k.-h	k.-h	PROPN
futech-484	312	4	.	.	PUNCT
futech-484	313	1	tai	tai	PROPN
futech-484	313	2	,	,	PUNCT
futech-484	313	3	and	and	CCONJ
futech-484	313	4	c.-r	c.-r	PROPN
futech-484	313	5	.	.	PUNCT
futech-484	314	1	tsai	tsai	PROPN
futech-484	314	2	,	,	PUNCT
futech-484	314	3	"	"	PUNCT
futech-484	314	4	an	an	DET
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futech-484	314	6	of	of	ADP
futech-484	314	7	students	student	NOUN
futech-484	314	8	’	'	PUNCT
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futech-484	314	10	learning	learn	VERB
futech-484	314	11	interest	interest	NOUN
futech-484	314	12	related	relate	VERB
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futech-484	314	15	cognitive	cognitive	ADJ
futech-484	314	16	anxiety	anxiety	NOUN
futech-484	314	17	,	,	PUNCT
futech-484	314	18	cognitive	cognitive	ADJ
futech-484	314	19	load	load	NOUN
futech-484	314	20	,	,	PUNCT
futech-484	314	21	selfconfidence	selfconfidence	NOUN
futech-484	314	22	and	and	CCONJ
futech-484	314	23	learning	learn	VERB
futech-484	314	24	progress	progress	NOUN
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futech-484	314	27	-	-	PUNCT
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futech-484	314	31	an	an	DET
futech-484	314	32	ipad	ipad	NOUN
futech-484	314	33	,	,	PUNCT
futech-484	314	34	"	"	PUNCT
futech-484	314	35	research	research	NOUN
futech-484	314	36	in	in	ADP
futech-484	314	37	science	science	NOUN
futech-484	314	38	education	education	NOUN
futech-484	314	39	,	,	PUNCT
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futech-484	314	41	.	.	PROPN
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futech-484	315	2	,	,	PUNCT
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futech-484	315	4	.	.	NOUN
futech-484	315	5	6	6	NUM
futech-484	315	6	,	,	PUNCT
futech-484	315	7	pp	pp	ADJ
futech-484	315	8	.	.	PUNCT
futech-484	315	9	1193	1193	NUM
futech-484	315	10	-	-	SYM
futech-484	315	11	1212	1212	NUM
futech-484	315	12	,	,	PUNCT
futech-484	315	13	2017	2017	NUM
futech-484	315	14	.	.	PUNCT
futech-484	316	1	doi	doi	NOUN
futech-484	316	2	:	:	PUNCT
futech-484	317	1	https://doi.org/10.1007/s11165-016-9541-y	https://doi.org/10.1007/s11165-016-9541-y	PROPN
futech-484	317	2	[	[	X
futech-484	317	3	21	21	NUM
futech-484	317	4	]	]	X
futech-484	317	5	r.	r.	PROPN
futech-484	317	6	e.	e.	PROPN
futech-484	317	7	mayer	mayer	PROPN
futech-484	317	8	,	,	PUNCT
futech-484	317	9	"	"	PUNCT
futech-484	317	10	the	the	DET
futech-484	317	11	past	past	NOUN
futech-484	317	12	,	,	PUNCT
futech-484	317	13	present	present	ADJ
futech-484	317	14	,	,	PUNCT
futech-484	317	15	and	and	CCONJ
futech-484	317	16	future	future	NOUN
futech-484	317	17	of	of	ADP
futech-484	317	18	the	the	DET
futech-484	317	19	cognitive	cognitive	ADJ
futech-484	317	20	theory	theory	NOUN
futech-484	317	21	of	of	ADP
futech-484	317	22	multimedia	multimedia	NOUN
futech-484	317	23	learning	learning	NOUN
futech-484	317	24	,	,	PUNCT
futech-484	317	25	"	"	PUNCT
futech-484	317	26	educational	educational	ADJ
futech-484	317	27	psychology	psychology	NOUN
futech-484	317	28	review	review	NOUN
futech-484	317	29	,	,	PUNCT
futech-484	317	30	vol	vol	NOUN
futech-484	317	31	.	.	PROPN
futech-484	318	1	36	36	NUM
futech-484	318	2	,	,	PUNCT
futech-484	318	3	no	no	INTJ
futech-484	318	4	.	.	NOUN
futech-484	318	5	1	1	NUM
futech-484	318	6	,	,	PUNCT
futech-484	318	7	p.	p.	NOUN
futech-484	318	8	8	8	NUM
futech-484	318	9	,	,	PUNCT
futech-484	318	10	2024	2024	NUM
futech-484	318	11	.	.	PUNCT
futech-484	319	1	doi	doi	NOUN
futech-484	319	2	:	:	PUNCT
futech-484	319	3	https://doi.org/10.1007/s10648-023-09842-1	https://doi.org/10.1007/s10648-023-09842-1	NUM
futech-484	320	1	[	[	X
futech-484	320	2	22	22	NUM
futech-484	320	3	]	]	X
futech-484	320	4	c.-c	c.-c	NOUN
futech-484	320	5	.	.	PUNCT
futech-484	321	1	lin	lin	PROPN
futech-484	321	2	,	,	PUNCT
futech-484	321	3	a.	a.	PROPN
futech-484	321	4	y.	y.	PROPN
futech-484	321	5	huang	huang	PROPN
futech-484	321	6	,	,	PUNCT
futech-484	321	7	and	and	CCONJ
futech-484	321	8	o.	o.	PROPN
futech-484	321	9	h.	h.	PROPN
futech-484	321	10	lu	lu	PROPN
futech-484	321	11	,	,	PUNCT
futech-484	321	12	"	"	PUNCT
futech-484	321	13	artificial	artificial	ADJ
futech-484	321	14	intelligence	intelligence	NOUN
futech-484	321	15	in	in	ADP
futech-484	321	16	intelligent	intelligent	ADJ
futech-484	321	17	tutoring	tutoring	NOUN
futech-484	321	18	systems	system	NOUN
futech-484	321	19	toward	toward	ADP
futech-484	321	20	sustainable	sustainable	ADJ
futech-484	321	21	education	education	NOUN
futech-484	321	22	:	:	PUNCT
futech-484	321	23	a	a	DET
futech-484	321	24	systematic	systematic	ADJ
futech-484	321	25	review	review	NOUN
futech-484	321	26	,	,	PUNCT
futech-484	321	27	"	"	PUNCT
futech-484	321	28	smart	smart	ADJ
futech-484	321	29	learning	learning	NOUN
futech-484	321	30	environments	environment	NOUN
futech-484	321	31	,	,	PUNCT
futech-484	321	32	vol	vol	NOUN
futech-484	321	33	.	.	PROPN
futech-484	321	34	10	10	NUM
futech-484	321	35	,	,	PUNCT
futech-484	321	36	no	no	INTJ
futech-484	321	37	.	.	NOUN
futech-484	321	38	1	1	NUM
futech-484	321	39	,	,	PUNCT
futech-484	321	40	p.	p.	NOUN
futech-484	321	41	41	41	NUM
futech-484	321	42	,	,	PUNCT
futech-484	321	43	2023	2023	NUM
futech-484	321	44	.	.	PUNCT
futech-484	322	1	doi	doi	NOUN
futech-484	322	2	:	:	PUNCT
futech-484	322	3	https://doi.org/10.1186/s40561-023-00260-y	https://doi.org/10.1186/s40561-023-00260-y	NOUN
futech-484	322	4	[	[	X
futech-484	322	5	23	23	NUM
futech-484	322	6	]	]	PUNCT
futech-484	322	7	t.	t.	PROPN
futech-484	322	8	huang	huang	PROPN
futech-484	322	9	,	,	PUNCT
futech-484	322	10	j.	j.	PROPN
futech-484	322	11	geng	geng	PROPN
futech-484	322	12	,	,	PUNCT
futech-484	322	13	h.	h.	PROPN
futech-484	322	14	yang	yang	PROPN
futech-484	322	15	,	,	PUNCT
futech-484	322	16	s.	s.	PROPN
futech-484	322	17	hu	hu	PROPN
futech-484	322	18	,	,	PUNCT
futech-484	322	19	y.	y.	PROPN
futech-484	322	20	chen	chen	PROPN
futech-484	322	21	,	,	PUNCT
futech-484	322	22	and	and	CCONJ
futech-484	322	23	j.	j.	PROPN
futech-484	322	24	zhang	zhang	PROPN
futech-484	322	25	,	,	PUNCT
futech-484	322	26	"	"	PUNCT
futech-484	322	27	long	long	ADJ
futech-484	322	28	short	short	ADJ
futech-484	322	29	-	-	PUNCT
futech-484	322	30	term	term	NOUN
futech-484	322	31	attentional	attentional	ADJ
futech-484	322	32	neuro	neuro	NOUN
futech-484	322	33	-	-	PUNCT
futech-484	322	34	cognitive	cognitive	ADJ
futech-484	322	35	diagnostic	diagnostic	ADJ
futech-484	322	36	model	model	NOUN
futech-484	322	37	for	for	ADP
futech-484	322	38	skill	skill	NOUN
futech-484	322	39	growth	growth	NOUN
futech-484	322	40	assessment	assessment	NOUN
futech-484	322	41	in	in	ADP
futech-484	322	42	intelligent	intelligent	ADJ
futech-484	322	43	tutoring	tutoring	NOUN
futech-484	322	44	systems	system	NOUN
futech-484	322	45	,	,	PUNCT
futech-484	322	46	"	"	PUNCT
futech-484	322	47	expert	expert	NOUN
futech-484	322	48	systems	system	NOUN
futech-484	322	49	with	with	ADP
futech-484	322	50	applications	application	NOUN
futech-484	322	51	,	,	PUNCT
futech-484	322	52	vol	vol	NOUN
futech-484	322	53	.	.	PROPN
futech-484	322	54	238	238	NUM
futech-484	322	55	,	,	PUNCT
futech-484	322	56	p.	p.	NOUN
futech-484	322	57	122048	122048	NUM
futech-484	322	58	,	,	PUNCT
futech-484	322	59	2024	2024	NUM
futech-484	322	60	.	.	PUNCT
futech-484	323	1	doi	doi	NOUN
futech-484	323	2	:	:	PUNCT
futech-484	323	3	https://doi.org/10.1016/j.eswa.2023.122048	https://doi.org/10.1016/j.eswa.2023.122048	NOUN
futech-484	323	4	[	[	X
futech-484	323	5	24	24	NUM
futech-484	323	6	]	]	PUNCT
futech-484	323	7	a.	a.	NOUN
futech-484	323	8	létourneau	létourneau	PROPN
futech-484	323	9	,	,	PUNCT
futech-484	323	10	m.	m.	NOUN
futech-484	323	11	deslandes	deslande	VERB
futech-484	323	12	martineau	martineau	PROPN
futech-484	323	13	,	,	PUNCT
futech-484	323	14	p.	p.	PROPN
futech-484	323	15	charland	charland	PROPN
futech-484	323	16	,	,	PUNCT
futech-484	323	17	j.	j.	PROPN
futech-484	323	18	a.	a.	PROPN
futech-484	323	19	karran	karran	PROPN
futech-484	323	20	,	,	PUNCT
futech-484	323	21	j.	j.	PROPN
futech-484	323	22	boasen	boasen	PROPN
futech-484	323	23	,	,	PUNCT
futech-484	323	24	and	and	CCONJ
futech-484	323	25	p.	p.	NOUN
futech-484	323	26	m.	m.	NOUN
futech-484	323	27	léger	léger	PROPN
futech-484	323	28	,	,	PUNCT
futech-484	323	29	"	"	PUNCT
futech-484	323	30	a	a	DET
futech-484	323	31	systematic	systematic	ADJ
futech-484	323	32	review	review	NOUN
futech-484	323	33	of	of	ADP
futech-484	323	34	ai	ai	NOUN
futech-484	323	35	-	-	PUNCT
futech-484	323	36	driven	drive	VERB
futech-484	323	37	intelligent	intelligent	ADJ
futech-484	323	38	tutoring	tutoring	NOUN
futech-484	323	39	systems	system	NOUN
futech-484	323	40	(	(	PUNCT
futech-484	323	41	its	its	PRON
futech-484	323	42	)	)	PUNCT
futech-484	323	43	in	in	ADP
futech-484	323	44	k-12	k-12	PROPN
futech-484	323	45	education	education	NOUN
futech-484	323	46	,	,	PUNCT
futech-484	323	47	"	"	PUNCT
futech-484	323	48	npj	npj	NOUN
futech-484	323	49	science	science	NOUN
futech-484	323	50	of	of	ADP
futech-484	323	51	learning	learning	NOUN
futech-484	323	52	,	,	PUNCT
futech-484	323	53	vol	vol	NOUN
futech-484	323	54	.	.	PROPN
futech-484	324	1	10	10	NUM
futech-484	324	2	,	,	PUNCT
futech-484	324	3	no	no	INTJ
futech-484	324	4	.	.	NOUN
futech-484	324	5	1	1	NUM
futech-484	324	6	,	,	PUNCT
futech-484	324	7	p.	p.	NOUN
futech-484	324	8	29	29	NUM
futech-484	324	9	,	,	PUNCT
futech-484	324	10	2025	2025	NUM
futech-484	324	11	.	.	PUNCT
futech-484	325	1	doi	doi	NOUN
futech-484	325	2	:	:	PUNCT
futech-484	325	3	https://doi.org/10.1038/s41539-025-00320-7	https://doi.org/10.1038/s41539-025-00320-7	NOUN
futech-484	326	1	[	[	X
futech-484	326	2	25	25	NUM
futech-484	326	3	]	]	X
futech-484	326	4	y.	y.	NOUN
futech-484	326	5	choi	choi	PROPN
futech-484	326	6	and	and	CCONJ
futech-484	326	7	h.	h.	PROPN
futech-484	326	8	lee	lee	PROPN
futech-484	326	9	,	,	PUNCT
futech-484	326	10	"	"	PUNCT
futech-484	326	11	psychometric	psychometric	ADJ
futech-484	326	12	properties	property	NOUN
futech-484	326	13	for	for	ADP
futech-484	326	14	multidimensional	multidimensional	ADJ
futech-484	326	15	cognitive	cognitive	ADJ
futech-484	326	16	load	load	NOUN
futech-484	326	17	scale	scale	NOUN
futech-484	326	18	in	in	ADP
futech-484	326	19	an	an	DET
futech-484	326	20	elearning	elearning	NOUN
futech-484	326	21	environment	environment	NOUN
futech-484	326	22	,	,	PUNCT
futech-484	326	23	"	"	PUNCT
futech-484	326	24	international	international	ADJ
futech-484	326	25	journal	journal	NOUN
futech-484	326	26	of	of	ADP
futech-484	326	27	environmental	environmental	ADJ
futech-484	326	28	research	research	NOUN
futech-484	326	29	and	and	CCONJ
futech-484	326	30	public	public	ADJ
futech-484	326	31	health	health	NOUN
futech-484	326	32	,	,	PUNCT
futech-484	326	33	vol	vol	NOUN
futech-484	326	34	.	.	PROPN
futech-484	326	35	19	19	NUM
futech-484	326	36	,	,	PUNCT
futech-484	326	37	j.	j.	PROPN
futech-484	326	38	zhai	zhai	PROPN
futech-484	326	39	et	et	PROPN
futech-484	326	40	al	al	PROPN
futech-484	326	41	.	.	PROPN
futech-484	326	42	/future	/future	PUNCT
futech-484	326	43	technology	technology	PROPN
futech-484	326	44	november	november	PROPN
futech-484	326	45	2025|	2025|	NUM
futech-484	326	46	volume	volume	NOUN
futech-484	326	47	04	04	NUM
futech-484	327	1	|	|	ADV
futech-484	327	2	issue	issue	VERB
futech-484	327	3	04	04	NUM
futech-484	328	1	|	|	CCONJ
futech-484	328	2	pages	page	VERB
futech-484	328	3	205	205	NUM
futech-484	328	4	-	-	SYM
futech-484	328	5	215	215	NUM
futech-484	328	6	215	215	NUM
futech-484	328	7	no	no	NOUN
futech-484	328	8	.	.	PROPN
futech-484	328	9	10	10	NUM
futech-484	328	10	,	,	PUNCT
futech-484	328	11	p.	p.	NOUN
futech-484	328	12	5822	5822	NUM
futech-484	328	13	,	,	PUNCT
futech-484	328	14	2022	2022	NUM
futech-484	328	15	.	.	PUNCT
futech-484	329	1	doi	doi	NOUN
futech-484	329	2	:	:	PUNCT
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futech-484	330	1	[	[	X
futech-484	330	2	26	26	NUM
futech-484	330	3	]	]	X
futech-484	330	4	g.	g.	PROPN
futech-484	330	5	gutierrez	gutierrez	PROPN
futech-484	330	6	,	,	PUNCT
futech-484	330	7	i.	i.	PROPN
futech-484	330	8	o.	o.	PROPN
futech-484	330	9	lunsky	lunsky	PROPN
futech-484	330	10	,	,	PUNCT
futech-484	330	11	s.	s.	PROPN
futech-484	330	12	van	van	PROPN
futech-484	330	13	heer	heer	PROPN
futech-484	330	14	,	,	PUNCT
futech-484	330	15	a.	a.	NOUN
futech-484	330	16	szulewski	szulewski	NOUN
futech-484	330	17	,	,	PUNCT
futech-484	330	18	and	and	CCONJ
futech-484	330	19	t.	t.	PROPN
futech-484	330	20	chaplin	chaplin	PROPN
futech-484	330	21	,	,	PUNCT
futech-484	330	22	"	"	PUNCT
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futech-484	330	24	load	load	NOUN
futech-484	330	25	theory	theory	NOUN
futech-484	330	26	in	in	ADP
futech-484	330	27	action	action	NOUN
futech-484	330	28	:	:	PUNCT
futech-484	330	29	elearning	elearne	VERB
futech-484	330	30	modules	module	NOUN
futech-484	330	31	improve	improve	VERB
futech-484	330	32	performance	performance	NOUN
futech-484	330	33	in	in	ADP
futech-484	330	34	simulation	simulation	NOUN
futech-484	330	35	-	-	PUNCT
futech-484	330	36	based	base	VERB
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futech-484	330	38	.	.	PUNCT
futech-484	331	1	a	a	DET
futech-484	331	2	pilot	pilot	NOUN
futech-484	331	3	study	study	NOUN
futech-484	331	4	,	,	PUNCT
futech-484	331	5	"	"	PUNCT
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futech-484	331	9	emergency	emergency	NOUN
futech-484	331	10	medicine	medicine	NOUN
futech-484	331	11	,	,	PUNCT
futech-484	331	12	vol	vol	NOUN
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futech-484	331	18	11	11	NUM
futech-484	331	19	,	,	PUNCT
futech-484	331	20	pp	pp	ADJ
futech-484	331	21	.	.	PUNCT
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futech-484	331	23	-	-	SYM
futech-484	331	24	901	901	NUM
futech-484	331	25	,	,	PUNCT
futech-484	331	26	2023	2023	NUM
futech-484	331	27	.	.	PUNCT
futech-484	332	1	doi	doi	NOUN
futech-484	332	2	:	:	PUNCT
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futech-484	333	2	[	[	X
futech-484	333	3	27	27	NUM
futech-484	333	4	]	]	PUNCT
futech-484	333	5	t.	t.	PROPN
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futech-484	333	9	a.	a.	NOUN
futech-484	333	10	lazonder	lazonder	NOUN
futech-484	333	11	,	,	PUNCT
futech-484	333	12	"	"	PUNCT
futech-484	333	13	the	the	DET
futech-484	333	14	guided	guide	VERB
futech-484	333	15	discovery	discovery	NOUN
futech-484	333	16	principle	principle	NOUN
futech-484	333	17	in	in	ADP
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futech-484	333	20	,	,	PUNCT
futech-484	333	21	"	"	PUNCT
futech-484	333	22	the	the	DET
futech-484	333	23	cambridge	cambridge	PROPN
futech-484	333	24	handbook	handbook	PROPN
futech-484	333	25	of	of	ADP
futech-484	333	26	multimedia	multimedia	PROPN
futech-484	333	27	learning	learning	NOUN
futech-484	333	28	,	,	PUNCT
futech-484	333	29	vol	vol	NOUN
futech-484	333	30	.	.	PROPN
futech-484	333	31	2	2	NUM
futech-484	333	32	,	,	PUNCT
futech-484	333	33	pp	pp	ADJ
futech-484	333	34	.	.	PUNCT
futech-484	334	1	371	371	NUM
futech-484	334	2	-	-	SYM
futech-484	334	3	390	390	NUM
futech-484	334	4	,	,	PUNCT
futech-484	334	5	2005	2005	NUM
futech-484	334	6	.	.	PUNCT
futech-484	335	1	[	[	X
futech-484	335	2	28	28	NUM
futech-484	335	3	]	]	X
futech-484	335	4	p.	p.	NOUN
futech-484	335	5	a.	a.	NOUN
futech-484	335	6	kirschner	kirschner	PROPN
futech-484	335	7	and	and	CCONJ
futech-484	335	8	j.	j.	PROPN
futech-484	335	9	j.	j.	PROPN
futech-484	335	10	van	van	PROPN
futech-484	335	11	merriënboer	merriënboer	PROPN
futech-484	335	12	,	,	PUNCT
futech-484	335	13	"	"	PUNCT
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futech-484	335	16	really	really	ADV
futech-484	335	17	know	know	VERB
futech-484	335	18	best	well	ADV
futech-484	335	19	?	?	PUNCT
futech-484	336	1	urban	urban	ADJ
futech-484	336	2	legends	legend	NOUN
futech-484	336	3	in	in	ADP
futech-484	336	4	education	education	NOUN
futech-484	336	5	,	,	PUNCT
futech-484	336	6	"	"	PUNCT
futech-484	336	7	educational	educational	ADJ
futech-484	336	8	psychologist	psychologist	NOUN
futech-484	336	9	,	,	PUNCT
futech-484	336	10	vol	vol	NOUN
futech-484	336	11	.	.	PROPN
futech-484	336	12	48	48	NUM
futech-484	336	13	,	,	PUNCT
futech-484	336	14	no	no	INTJ
futech-484	336	15	.	.	NOUN
futech-484	336	16	3	3	NUM
futech-484	336	17	,	,	PUNCT
futech-484	336	18	pp	pp	ADJ
futech-484	336	19	.	.	PUNCT
futech-484	337	1	169	169	NUM
futech-484	337	2	-	-	SYM
futech-484	337	3	183	183	NUM
futech-484	337	4	,	,	PUNCT
futech-484	337	5	2013	2013	NUM
futech-484	337	6	.	.	PUNCT
futech-484	338	1	doi	doi	NOUN
futech-484	338	2	:	:	PUNCT
futech-484	338	3	https://doi.org/10.1080/00461520.2013.804395	https://doi.org/10.1080/00461520.2013.804395	PROPN
futech-484	339	1	[	[	X
futech-484	339	2	29	29	NUM
futech-484	339	3	]	]	X
futech-484	339	4	b.	b.	PROPN
futech-484	339	5	williamson	williamson	PROPN
futech-484	339	6	,	,	PUNCT
futech-484	339	7	"	"	PUNCT
futech-484	339	8	governing	govern	VERB
futech-484	339	9	software	software	NOUN
futech-484	339	10	:	:	PUNCT
futech-484	339	11	networks	network	NOUN
futech-484	339	12	,	,	PUNCT
futech-484	339	13	databases	database	NOUN
futech-484	339	14	and	and	CCONJ
futech-484	339	15	algorithmic	algorithmic	ADJ
futech-484	339	16	power	power	NOUN
futech-484	339	17	in	in	ADP
futech-484	339	18	the	the	DET
futech-484	339	19	digital	digital	ADJ
futech-484	339	20	governance	governance	NOUN
futech-484	339	21	of	of	ADP
futech-484	339	22	public	public	ADJ
futech-484	339	23	education	education	NOUN
futech-484	339	24	,	,	PUNCT
futech-484	339	25	"	"	PUNCT
futech-484	339	26	learning	learning	NOUN
futech-484	339	27	,	,	PUNCT
futech-484	339	28	media	medium	NOUN
futech-484	339	29	and	and	CCONJ
futech-484	339	30	technology	technology	NOUN
futech-484	339	31	,	,	PUNCT
futech-484	339	32	vol	vol	NOUN
futech-484	339	33	.	.	PROPN
futech-484	339	34	40	40	NUM
futech-484	339	35	,	,	PUNCT
futech-484	339	36	no	no	INTJ
futech-484	339	37	.	.	NOUN
futech-484	339	38	1	1	NUM
futech-484	339	39	,	,	PUNCT
futech-484	339	40	pp	pp	ADJ
futech-484	339	41	.	.	PUNCT
futech-484	340	1	83	83	NUM
futech-484	340	2	-	-	SYM
futech-484	340	3	105	105	NUM
futech-484	340	4	,	,	PUNCT
futech-484	340	5	2015	2015	NUM
futech-484	340	6	.	.	PUNCT
futech-484	341	1	doi	doi	NOUN
futech-484	341	2	:	:	PUNCT
futech-484	341	3	https://doi.org/10.1080/17439884.2014.924527	https://doi.org/10.1080/17439884.2014.924527	PROPN
futech-484	342	1	[	[	X
futech-484	342	2	30	30	NUM
futech-484	342	3	]	]	X
futech-484	342	4	h.	h.	PROPN
futech-484	342	5	xie	xie	PROPN
futech-484	342	6	,	,	PUNCT
futech-484	342	7	h.-c	h.-c	PROPN
futech-484	342	8	.	.	PUNCT
futech-484	343	1	chu	chu	PROPN
futech-484	343	2	,	,	PUNCT
futech-484	343	3	g.-j	g.-j	PROPN
futech-484	343	4	.	.	PUNCT
futech-484	344	1	hwang	hwang	PROPN
futech-484	344	2	,	,	PUNCT
futech-484	344	3	and	and	CCONJ
futech-484	344	4	c.-c	c.-c	PROPN
futech-484	344	5	.	.	PUNCT
futech-484	345	1	wang	wang	PROPN
futech-484	345	2	,	,	PUNCT
futech-484	345	3	"	"	PUNCT
futech-484	345	4	trends	trend	NOUN
futech-484	345	5	and	and	CCONJ
futech-484	345	6	development	development	NOUN
futech-484	345	7	in	in	ADP
futech-484	345	8	technology	technology	NOUN
futech-484	345	9	-	-	PUNCT
futech-484	345	10	enhanced	enhance	VERB
futech-484	345	11	adaptive	adaptive	ADJ
futech-484	345	12	/	/	SYM
futech-484	345	13	personalized	personalized	ADJ
futech-484	345	14	learning	learning	NOUN
futech-484	345	15	:	:	PUNCT
futech-484	345	16	a	a	DET
futech-484	345	17	systematic	systematic	ADJ
futech-484	345	18	review	review	NOUN
futech-484	345	19	of	of	ADP
futech-484	345	20	journal	journal	ADJ
futech-484	345	21	publications	publication	NOUN
futech-484	345	22	from	from	ADP
futech-484	345	23	2007	2007	NUM
futech-484	345	24	to	to	ADP
futech-484	345	25	2017	2017	NUM
futech-484	345	26	,	,	PUNCT
futech-484	345	27	"	"	PUNCT
futech-484	345	28	computers	computer	NOUN
futech-484	345	29	&	&	CCONJ
futech-484	345	30	education	education	NOUN
futech-484	345	31	,	,	PUNCT
futech-484	345	32	vol	vol	NOUN
futech-484	345	33	.	.	PROPN
futech-484	345	34	140	140	NUM
futech-484	345	35	,	,	PUNCT
futech-484	345	36	p.	p.	NOUN
futech-484	345	37	103599	103599	NUM
futech-484	345	38	,	,	PUNCT
futech-484	345	39	2019	2019	NUM
futech-484	345	40	.	.	PUNCT
futech-484	346	1	doi	doi	NOUN
futech-484	346	2	:	:	PUNCT
futech-484	346	3	https://doi.org/10.1016/j.compedu.2019.103599	https://doi.org/10.1016/j.compedu.2019.103599	PROPN
futech-484	346	4	this	this	DET
futech-484	346	5	article	article	NOUN
futech-484	346	6	is	be	AUX
futech-484	346	7	an	an	DET
futech-484	346	8	open	open	ADJ
futech-484	346	9	-	-	PUNCT
futech-484	346	10	access	access	NOUN
futech-484	346	11	article	article	NOUN
futech-484	346	12	distributed	distribute	VERB
futech-484	346	13	under	under	ADP
futech-484	346	14	the	the	DET
futech-484	346	15	terms	term	NOUN
futech-484	346	16	and	and	CCONJ
futech-484	346	17	conditions	condition	NOUN
futech-484	346	18	of	of	ADP
futech-484	346	19	the	the	DET
futech-484	346	20	creative	creative	ADJ
futech-484	346	21	commons	common	NOUN
futech-484	346	22	attribution	attribution	NOUN
futech-484	346	23	(	(	PUNCT
futech-484	346	24	cc	cc	NOUN
futech-484	346	25	by	by	ADP
futech-484	346	26	)	)	PUNCT
futech-484	346	27	license	license	NOUN
futech-484	346	28	(	(	PUNCT
futech-484	346	29	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
futech-484	346	30	)	)	PUNCT
futech-484	346	31	.	.	PUNCT
futech-484	347	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN