id	sid	tid	token	lemma	pos
cana-3051	1	1	communications	communication	NOUN
cana-3051	1	2	on	on	ADP
cana-3051	1	3	applied	apply	VERB
cana-3051	1	4	nonlinear	nonlinear	ADJ
cana-3051	1	5	analysis	analysis	NOUN
cana-3051	1	6	issn	issn	NOUN
cana-3051	1	7	:	:	PUNCT
cana-3051	1	8	1074	1074	NUM
cana-3051	1	9	-	-	PUNCT
cana-3051	1	10	133x	133x	NUM
cana-3051	1	11	vol	vol	NOUN
cana-3051	1	12	32	32	NUM
cana-3051	1	13	no	no	NOUN
cana-3051	1	14	.	.	PUNCT
cana-3051	2	1	5s	5s	NUM
cana-3051	2	2	(	(	PUNCT
cana-3051	2	3	2025	2025	NUM
cana-3051	2	4	)	)	PUNCT
cana-3051	2	5	242	242	NUM
cana-3051	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3051	2	7	securing	secure	VERB
cana-3051	2	8	future	future	ADJ
cana-3051	2	9	learning	learning	NOUN
cana-3051	2	10	in	in	ADP
cana-3051	2	11	education	education	NOUN
cana-3051	2	12	5.0	5.0	NUM
cana-3051	2	13	:	:	PUNCT
cana-3051	2	14	an	an	DET
cana-3051	2	15	ensemble	ensemble	ADJ
cana-3051	2	16	learning	learning	NOUN
cana-3051	2	17	for	for	ADP
cana-3051	2	18	secure	secure	ADJ
cana-3051	2	19	smart	smart	ADJ
cana-3051	2	20	education	education	NOUN
cana-3051	2	21	system	system	NOUN
cana-3051	2	22	(	(	PUNCT
cana-3051	2	23	ssedus	ssedus	NOUN
cana-3051	2	24	)	)	PUNCT
cana-3051	2	25	sonal	sonal	ADJ
cana-3051	2	26	shukla	shukla	NOUN
cana-3051	2	27	1	1	NUM
cana-3051	2	28	*	*	PROPN
cana-3051	2	29	,	,	PUNCT
cana-3051	2	30	anand	anand	PROPN
cana-3051	2	31	sharma	sharma	PROPN
cana-3051	2	32	1	1	NUM
cana-3051	2	33	1	1	NUM
cana-3051	2	34	*	*	PUNCT
cana-3051	2	35	sona.shukla91@gmail.com	sona.shukla91@gmail.com	PROPN
cana-3051	2	36	,	,	PUNCT
cana-3051	2	37	1	1	NUM
cana-3051	2	38	anand_glee@yahoo.co.in	anand_glee@yahoo.co.in	NUM
cana-3051	2	39	1	1	NUM
cana-3051	2	40	mody	mody	PROPN
cana-3051	2	41	university	university	NOUN
cana-3051	2	42	of	of	ADP
cana-3051	2	43	science	science	NOUN
cana-3051	2	44	and	and	CCONJ
cana-3051	2	45	technology	technology	NOUN
cana-3051	2	46	,	,	PUNCT
cana-3051	2	47	sikar	sikar	PROPN
cana-3051	2	48	rd	rd	PROPN
cana-3051	2	49	,	,	PUNCT
cana-3051	2	50	lakshmangarh	lakshmangarh	PROPN
cana-3051	2	51	,	,	PUNCT
cana-3051	2	52	narodara	narodara	NOUN
cana-3051	2	53	rural	rural	ADJ
cana-3051	2	54	,	,	PUNCT
cana-3051	2	55	rajasthan	rajasthan	PROPN
cana-3051	2	56	332311	332311	NUM
cana-3051	2	57	,	,	PUNCT
cana-3051	2	58	india	india	PROPN
cana-3051	2	59	.	.	PUNCT
cana-3051	3	1	1	1	NUM
cana-3051	3	2	*	*	SYM
cana-3051	3	3	0000	0000	NUM
cana-3051	3	4	-	-	PUNCT
cana-3051	3	5	0003	0003	NUM
cana-3051	3	6	-	-	PUNCT
cana-3051	3	7	4242	4242	NUM
cana-3051	3	8	-	-	PUNCT
cana-3051	3	9	244x	244x	PROPN
cana-3051	3	10	,	,	PUNCT
cana-3051	3	11	10000	10000	NUM
cana-3051	3	12	-	-	PUNCT
cana-3051	3	13	0002	0002	NUM
cana-3051	3	14	-	-	PUNCT
cana-3051	3	15	9995	9995	NUM
cana-3051	3	16	-	-	PUNCT
cana-3051	3	17	6226	6226	NUM
cana-3051	3	18	article	article	NOUN
cana-3051	3	19	history	history	NOUN
cana-3051	3	20	:	:	PUNCT
cana-3051	3	21	received	receive	VERB
cana-3051	3	22	:	:	PUNCT
cana-3051	3	23	07	07	NUM
cana-3051	3	24	-	-	SYM
cana-3051	3	25	10	10	NUM
cana-3051	3	26	-	-	PUNCT
cana-3051	3	27	2024	2024	NUM
cana-3051	3	28	revised	revise	VERB
cana-3051	3	29	:	:	PUNCT
cana-3051	3	30	27	27	NUM
cana-3051	3	31	-	-	SYM
cana-3051	3	32	11	11	NUM
cana-3051	3	33	-	-	PUNCT
cana-3051	3	34	2024	2024	NUM
cana-3051	3	35	accepted	accept	VERB
cana-3051	3	36	:	:	PUNCT
cana-3051	3	37	06	06	NUM
cana-3051	3	38	-	-	SYM
cana-3051	3	39	12	12	NUM
cana-3051	3	40	-	-	PUNCT
cana-3051	3	41	2024	2024	NUM
cana-3051	3	42	abstract	abstract	NOUN
cana-3051	3	43	:	:	PUNCT
cana-3051	3	44	introduction	introduction	NOUN
cana-3051	3	45	:	:	PUNCT
cana-3051	3	46	education	education	NOUN
cana-3051	3	47	system	system	NOUN
cana-3051	3	48	is	be	AUX
cana-3051	3	49	making	make	VERB
cana-3051	3	50	its	its	PRON
cana-3051	3	51	debut	debut	NOUN
cana-3051	3	52	in	in	ADP
cana-3051	3	53	the	the	DET
cana-3051	3	54	smart	smart	ADJ
cana-3051	3	55	and	and	CCONJ
cana-3051	3	56	intelligent	intelligent	ADJ
cana-3051	3	57	system	system	NOUN
cana-3051	3	58	at	at	ADP
cana-3051	3	59	a	a	DET
cana-3051	3	60	slow	slow	ADJ
cana-3051	3	61	pace	pace	NOUN
cana-3051	3	62	but	but	CCONJ
cana-3051	3	63	the	the	DET
cana-3051	3	64	change	change	NOUN
cana-3051	3	65	seen	see	VERB
cana-3051	3	66	in	in	ADP
cana-3051	3	67	the	the	DET
cana-3051	3	68	system	system	NOUN
cana-3051	3	69	is	be	AUX
cana-3051	3	70	an	an	DET
cana-3051	3	71	amazing	amazing	ADJ
cana-3051	3	72	shift	shift	NOUN
cana-3051	3	73	.	.	PUNCT
cana-3051	4	1	the	the	DET
cana-3051	4	2	learning	learning	NOUN
cana-3051	4	3	system	system	NOUN
cana-3051	4	4	has	have	AUX
cana-3051	4	5	developed	develop	VERB
cana-3051	4	6	and	and	CCONJ
cana-3051	4	7	contributed	contribute	VERB
cana-3051	4	8	to	to	ADP
cana-3051	4	9	the	the	DET
cana-3051	4	10	disciples	disciple	NOUN
cana-3051	4	11	in	in	ADP
cana-3051	4	12	many	many	ADJ
cana-3051	4	13	ways	way	NOUN
cana-3051	4	14	in	in	ADP
cana-3051	4	15	education	education	NOUN
cana-3051	4	16	using	use	VERB
cana-3051	4	17	interactive	interactive	ADJ
cana-3051	4	18	tools	tool	NOUN
cana-3051	4	19	and	and	CCONJ
cana-3051	4	20	application	application	NOUN
cana-3051	4	21	of	of	ADP
cana-3051	4	22	artificial	artificial	ADJ
cana-3051	4	23	intelligence	intelligence	NOUN
cana-3051	4	24	i.e.	i.e.	X
cana-3051	4	25	education	education	NOUN
cana-3051	4	26	5.0	5.0	NUM
cana-3051	4	27	.	.	PUNCT
cana-3051	5	1	integration	integration	NOUN
cana-3051	5	2	of	of	ADP
cana-3051	5	3	various	various	ADJ
cana-3051	5	4	technologies	technology	NOUN
cana-3051	5	5	makes	make	VERB
cana-3051	5	6	the	the	DET
cana-3051	5	7	education	education	NOUN
cana-3051	5	8	5.0	5.0	NUM
cana-3051	5	9	as	as	ADP
cana-3051	5	10	the	the	DET
cana-3051	5	11	smart	smart	ADJ
cana-3051	5	12	and	and	CCONJ
cana-3051	5	13	intelligent	intelligent	ADJ
cana-3051	5	14	education	education	NOUN
cana-3051	5	15	system	system	NOUN
cana-3051	5	16	which	which	PRON
cana-3051	5	17	makes	make	VERB
cana-3051	5	18	a	a	DET
cana-3051	5	19	more	more	ADV
cana-3051	5	20	complex	complex	ADJ
cana-3051	5	21	environment	environment	NOUN
cana-3051	5	22	with	with	ADP
cana-3051	5	23	unique	unique	ADJ
cana-3051	5	24	security	security	NOUN
cana-3051	5	25	challenges	challenge	NOUN
cana-3051	5	26	.	.	PUNCT
cana-3051	6	1	in	in	ADP
cana-3051	6	2	this	this	DET
cana-3051	6	3	paper	paper	NOUN
cana-3051	6	4	we	we	PRON
cana-3051	6	5	attempt	attempt	VERB
cana-3051	6	6	to	to	PART
cana-3051	6	7	analyse	analyse	VERB
cana-3051	6	8	computer	computer	NOUN
cana-3051	6	9	science	science	NOUN
cana-3051	6	10	,	,	PUNCT
cana-3051	6	11	security	security	NOUN
cana-3051	6	12	and	and	CCONJ
cana-3051	6	13	education	education	NOUN
cana-3051	6	14	to	to	PART
cana-3051	6	15	make	make	VERB
cana-3051	6	16	a	a	DET
cana-3051	6	17	secure	secure	ADJ
cana-3051	6	18	smart	smart	ADJ
cana-3051	6	19	education	education	NOUN
cana-3051	6	20	system	system	NOUN
cana-3051	6	21	(	(	PUNCT
cana-3051	6	22	sses	sse	NOUN
cana-3051	6	23	)	)	PUNCT
cana-3051	6	24	by	by	ADP
cana-3051	6	25	using	use	VERB
cana-3051	6	26	ensemble	ensemble	ADJ
cana-3051	6	27	learning	learning	NOUN
cana-3051	6	28	to	to	PART
cana-3051	6	29	address	address	VERB
cana-3051	6	30	the	the	DET
cana-3051	6	31	security	security	NOUN
cana-3051	6	32	challenges	challenge	NOUN
cana-3051	6	33	.	.	PUNCT
cana-3051	7	1	this	this	DET
cana-3051	7	2	paper	paper	NOUN
cana-3051	7	3	addresses	address	VERB
cana-3051	7	4	these	these	DET
cana-3051	7	5	challenges	challenge	NOUN
cana-3051	7	6	,	,	PUNCT
cana-3051	7	7	associated	associate	VERB
cana-3051	7	8	risk	risk	NOUN
cana-3051	7	9	and	and	CCONJ
cana-3051	7	10	provides	provide	VERB
cana-3051	7	11	a	a	DET
cana-3051	7	12	basic	basic	ADJ
cana-3051	7	13	analysis	analysis	NOUN
cana-3051	7	14	for	for	ADP
cana-3051	7	15	cyber	cyber	ADJ
cana-3051	7	16	security	security	NOUN
cana-3051	7	17	..	..	PUNCT
cana-3051	7	18	objectives	objective	NOUN
cana-3051	7	19	:	:	PUNCT
cana-3051	7	20	the	the	DET
cana-3051	7	21	objective	objective	NOUN
cana-3051	7	22	of	of	ADP
cana-3051	7	23	this	this	DET
cana-3051	7	24	work	work	NOUN
cana-3051	7	25	is	be	AUX
cana-3051	7	26	to	to	PART
cana-3051	7	27	explore	explore	VERB
cana-3051	7	28	the	the	DET
cana-3051	7	29	transformative	transformative	ADJ
cana-3051	7	30	impact	impact	NOUN
cana-3051	7	31	of	of	ADP
cana-3051	7	32	education	education	NOUN
cana-3051	7	33	5.0	5.0	NUM
cana-3051	7	34	,	,	PUNCT
cana-3051	7	35	which	which	PRON
cana-3051	7	36	represents	represent	VERB
cana-3051	7	37	a	a	DET
cana-3051	7	38	significant	significant	ADJ
cana-3051	7	39	evolution	evolution	NOUN
cana-3051	7	40	in	in	ADP
cana-3051	7	41	the	the	DET
cana-3051	7	42	educational	educational	ADJ
cana-3051	7	43	landscape	landscape	NOUN
cana-3051	7	44	through	through	ADP
cana-3051	7	45	the	the	DET
cana-3051	7	46	integration	integration	NOUN
cana-3051	7	47	of	of	ADP
cana-3051	7	48	advanced	advanced	ADJ
cana-3051	7	49	technologies	technology	NOUN
cana-3051	7	50	,	,	PUNCT
cana-3051	7	51	including	include	VERB
cana-3051	7	52	artificial	artificial	ADJ
cana-3051	7	53	intelligence	intelligence	NOUN
cana-3051	7	54	and	and	CCONJ
cana-3051	7	55	interactive	interactive	ADJ
cana-3051	7	56	tools	tool	NOUN
cana-3051	7	57	.	.	PUNCT
cana-3051	8	1	as	as	SCONJ
cana-3051	8	2	the	the	DET
cana-3051	8	3	education	education	NOUN
cana-3051	8	4	system	system	NOUN
cana-3051	8	5	gradually	gradually	ADV
cana-3051	8	6	embraces	embrace	VERB
cana-3051	8	7	these	these	DET
cana-3051	8	8	smart	smart	ADJ
cana-3051	8	9	and	and	CCONJ
cana-3051	8	10	intelligent	intelligent	ADJ
cana-3051	8	11	frameworks	framework	NOUN
cana-3051	8	12	,	,	PUNCT
cana-3051	8	13	it	it	PRON
cana-3051	8	14	encounters	encounter	VERB
cana-3051	8	15	a	a	DET
cana-3051	8	16	myriad	myriad	NOUN
cana-3051	8	17	of	of	ADP
cana-3051	8	18	unique	unique	ADJ
cana-3051	8	19	security	security	NOUN
cana-3051	8	20	challenges	challenge	NOUN
cana-3051	8	21	that	that	PRON
cana-3051	8	22	arise	arise	VERB
cana-3051	8	23	from	from	ADP
cana-3051	8	24	the	the	DET
cana-3051	8	25	complexity	complexity	NOUN
cana-3051	8	26	of	of	ADP
cana-3051	8	27	this	this	DET
cana-3051	8	28	new	new	ADJ
cana-3051	8	29	environment	environment	NOUN
cana-3051	8	30	.	.	PUNCT
cana-3051	9	1	this	this	DET
cana-3051	9	2	paper	paper	NOUN
cana-3051	9	3	aims	aim	VERB
cana-3051	9	4	to	to	PART
cana-3051	9	5	analyse	analyse	VERB
cana-3051	9	6	the	the	DET
cana-3051	9	7	intersection	intersection	NOUN
cana-3051	9	8	of	of	ADP
cana-3051	9	9	computer	computer	NOUN
cana-3051	9	10	science	science	NOUN
cana-3051	9	11	,	,	PUNCT
cana-3051	9	12	security	security	NOUN
cana-3051	9	13	,	,	PUNCT
cana-3051	9	14	and	and	CCONJ
cana-3051	9	15	education	education	NOUN
cana-3051	9	16	to	to	PART
cana-3051	9	17	develop	develop	VERB
cana-3051	9	18	a	a	DET
cana-3051	9	19	secure	secure	ADJ
cana-3051	9	20	smart	smart	ADJ
cana-3051	9	21	education	education	NOUN
cana-3051	9	22	system	system	NOUN
cana-3051	9	23	(	(	PUNCT
cana-3051	9	24	sses	sse	NOUN
cana-3051	9	25	)	)	PUNCT
cana-3051	9	26	that	that	PRON
cana-3051	9	27	effectively	effectively	ADV
cana-3051	9	28	addresses	address	VERB
cana-3051	9	29	these	these	DET
cana-3051	9	30	security	security	NOUN
cana-3051	9	31	challenges	challenge	NOUN
cana-3051	9	32	.	.	PUNCT
cana-3051	10	1	methods	method	NOUN
cana-3051	10	2	:	:	PUNCT
cana-3051	10	3	this	this	DET
cana-3051	10	4	paper	paper	NOUN
cana-3051	10	5	aims	aim	VERB
cana-3051	10	6	to	to	PART
cana-3051	10	7	analyse	analyse	VERB
cana-3051	10	8	the	the	DET
cana-3051	10	9	intersection	intersection	NOUN
cana-3051	10	10	of	of	ADP
cana-3051	10	11	computer	computer	NOUN
cana-3051	10	12	science	science	NOUN
cana-3051	10	13	,	,	PUNCT
cana-3051	10	14	security	security	NOUN
cana-3051	10	15	,	,	PUNCT
cana-3051	10	16	and	and	CCONJ
cana-3051	10	17	education	education	NOUN
cana-3051	10	18	to	to	PART
cana-3051	10	19	develop	develop	VERB
cana-3051	10	20	a	a	DET
cana-3051	10	21	secure	secure	ADJ
cana-3051	10	22	smart	smart	ADJ
cana-3051	10	23	education	education	NOUN
cana-3051	10	24	system	system	NOUN
cana-3051	10	25	(	(	PUNCT
cana-3051	10	26	sses	sse	NOUN
cana-3051	10	27	)	)	PUNCT
cana-3051	10	28	that	that	PRON
cana-3051	10	29	effectively	effectively	ADV
cana-3051	10	30	addresses	address	VERB
cana-3051	10	31	these	these	DET
cana-3051	10	32	security	security	NOUN
cana-3051	10	33	challenges	challenge	NOUN
cana-3051	10	34	.	.	PUNCT
cana-3051	11	1	by	by	ADP
cana-3051	11	2	employing	employ	VERB
cana-3051	11	3	ensemble	ensemble	ADJ
cana-3051	11	4	learning	learning	NOUN
cana-3051	11	5	techniques	technique	NOUN
cana-3051	11	6	,	,	PUNCT
cana-3051	11	7	we	we	PRON
cana-3051	11	8	seek	seek	VERB
cana-3051	11	9	to	to	PART
cana-3051	11	10	enhance	enhance	VERB
cana-3051	11	11	the	the	DET
cana-3051	11	12	robustness	robustness	NOUN
cana-3051	11	13	of	of	ADP
cana-3051	11	14	security	security	NOUN
cana-3051	11	15	measures	measure	NOUN
cana-3051	11	16	within	within	ADP
cana-3051	11	17	educational	educational	ADJ
cana-3051	11	18	platforms	platform	NOUN
cana-3051	11	19	,	,	PUNCT
cana-3051	11	20	thereby	thereby	ADV
cana-3051	11	21	mitigating	mitigate	VERB
cana-3051	11	22	associated	associated	ADJ
cana-3051	11	23	risks	risk	NOUN
cana-3051	11	24	and	and	CCONJ
cana-3051	11	25	vulnerabilities	vulnerability	NOUN
cana-3051	11	26	.	.	PUNCT
cana-3051	12	1	furthermore	furthermore	ADV
cana-3051	12	2	,	,	PUNCT
cana-3051	12	3	this	this	DET
cana-3051	12	4	work	work	NOUN
cana-3051	12	5	provides	provide	VERB
cana-3051	12	6	a	a	DET
cana-3051	12	7	foundational	foundational	ADJ
cana-3051	12	8	analysis	analysis	NOUN
cana-3051	12	9	of	of	ADP
cana-3051	12	10	cybersecurity	cybersecurity	NOUN
cana-3051	12	11	issues	issue	NOUN
cana-3051	12	12	pertinent	pertinent	ADJ
cana-3051	12	13	to	to	ADP
cana-3051	12	14	the	the	DET
cana-3051	12	15	educational	educational	ADJ
cana-3051	12	16	sector	sector	NOUN
cana-3051	12	17	,	,	PUNCT
cana-3051	12	18	offering	offer	VERB
cana-3051	12	19	insights	insight	NOUN
cana-3051	12	20	into	into	ADP
cana-3051	12	21	how	how	SCONJ
cana-3051	12	22	to	to	PART
cana-3051	12	23	create	create	VERB
cana-3051	12	24	a	a	DET
cana-3051	12	25	safer	safe	ADJ
cana-3051	12	26	and	and	CCONJ
cana-3051	12	27	more	more	ADV
cana-3051	12	28	secure	secure	ADJ
cana-3051	12	29	learning	learn	VERB
cana-3051	12	30	environment	environment	NOUN
cana-3051	12	31	in	in	ADP
cana-3051	12	32	the	the	DET
cana-3051	12	33	context	context	NOUN
cana-3051	12	34	of	of	ADP
cana-3051	12	35	rapidly	rapidly	ADV
cana-3051	12	36	evolving	evolve	VERB
cana-3051	12	37	technological	technological	ADJ
cana-3051	12	38	advancements	advancement	NOUN
cana-3051	12	39	.	.	PUNCT
cana-3051	13	1	results	result	NOUN
cana-3051	13	2	:	:	PUNCT
cana-3051	13	3	the	the	DET
cana-3051	13	4	proposed	propose	VERB
cana-3051	13	5	model	model	NOUN
cana-3051	13	6	is	be	AUX
cana-3051	13	7	named	name	VERB
cana-3051	13	8	the	the	DET
cana-3051	13	9	secure	secure	ADJ
cana-3051	13	10	smart	smart	ADJ
cana-3051	13	11	education	education	NOUN
cana-3051	13	12	system	system	NOUN
cana-3051	13	13	(	(	PUNCT
cana-3051	13	14	ssedus	ssedus	NOUN
cana-3051	13	15	)	)	PUNCT
cana-3051	13	16	,	,	PUNCT
cana-3051	13	17	as	as	SCONJ
cana-3051	13	18	it	it	PRON
cana-3051	13	19	has	have	AUX
cana-3051	13	20	shown	show	VERB
cana-3051	13	21	promising	promising	ADJ
cana-3051	13	22	results	result	NOUN
cana-3051	13	23	while	while	SCONJ
cana-3051	13	24	using	use	VERB
cana-3051	13	25	publicly	publicly	ADV
cana-3051	13	26	available	available	ADJ
cana-3051	13	27	network	network	NOUN
cana-3051	13	28	data	datum	NOUN
cana-3051	13	29	.	.	PUNCT
cana-3051	14	1	this	this	DET
cana-3051	14	2	model	model	NOUN
cana-3051	14	3	consists	consist	VERB
cana-3051	14	4	of	of	ADP
cana-3051	14	5	a	a	DET
cana-3051	14	6	stacked	stack	VERB
cana-3051	14	7	ensemble	ensemble	NOUN
cana-3051	14	8	that	that	PRON
cana-3051	14	9	uses	use	VERB
cana-3051	14	10	three	three	NUM
cana-3051	14	11	classifiers	classifier	NOUN
cana-3051	14	12	divided	divide	VERB
cana-3051	14	13	into	into	ADP
cana-3051	14	14	two	two	NUM
cana-3051	14	15	categories	category	NOUN
cana-3051	14	16	:	:	PUNCT
cana-3051	14	17	traditional	traditional	ADJ
cana-3051	14	18	models	model	NOUN
cana-3051	14	19	and	and	CCONJ
cana-3051	14	20	ensemble	ensemble	ADJ
cana-3051	14	21	models	model	NOUN
cana-3051	14	22	for	for	ADP
cana-3051	14	23	detecting	detect	VERB
cana-3051	14	24	malicious	malicious	ADJ
cana-3051	14	25	activity	activity	NOUN
cana-3051	14	26	.	.	PUNCT
cana-3051	15	1	unlike	unlike	ADP
cana-3051	15	2	other	other	ADJ
cana-3051	15	3	conventional	conventional	ADJ
cana-3051	15	4	models	model	NOUN
cana-3051	15	5	,	,	PUNCT
cana-3051	15	6	our	our	PRON
cana-3051	15	7	model	model	NOUN
cana-3051	15	8	is	be	AUX
cana-3051	15	9	a	a	DET
cana-3051	15	10	perfect	perfect	ADJ
cana-3051	15	11	combination	combination	NOUN
cana-3051	15	12	of	of	ADP
cana-3051	15	13	base	base	NOUN
cana-3051	15	14	learners	learner	NOUN
cana-3051	15	15	and	and	CCONJ
cana-3051	15	16	strong	strong	ADJ
cana-3051	15	17	learners	learner	NOUN
cana-3051	15	18	.	.	PUNCT
cana-3051	16	1	the	the	DET
cana-3051	16	2	proposed	propose	VERB
cana-3051	16	3	model	model	NOUN
cana-3051	16	4	has	have	AUX
cana-3051	16	5	demonstrated	demonstrate	VERB
cana-3051	16	6	good	good	ADJ
cana-3051	16	7	results	result	NOUN
cana-3051	16	8	,	,	PUNCT
cana-3051	16	9	achieving	achieve	VERB
cana-3051	16	10	nearly	nearly	ADV
cana-3051	16	11	perfect	perfect	ADJ
cana-3051	16	12	accuracy	accuracy	NOUN
cana-3051	16	13	of	of	ADP
cana-3051	16	14	99.99	99.99	NUM
cana-3051	16	15	%	%	NOUN
cana-3051	16	16	and	and	CCONJ
cana-3051	16	17	a	a	DET
cana-3051	16	18	false	false	ADJ
cana-3051	16	19	positive	positive	ADJ
cana-3051	16	20	rate	rate	NOUN
cana-3051	16	21	of	of	ADP
cana-3051	16	22	0.46	0.46	NUM
cana-3051	16	23	%	%	NOUN
cana-3051	16	24	.	.	PUNCT
cana-3051	17	1	the	the	DET
cana-3051	17	2	results	result	NOUN
cana-3051	17	3	have	have	AUX
cana-3051	17	4	shown	show	VERB
cana-3051	17	5	significant	significant	ADJ
cana-3051	17	6	improvement	improvement	NOUN
cana-3051	17	7	over	over	ADP
cana-3051	17	8	the	the	DET
cana-3051	17	9	existing	exist	VERB
cana-3051	17	10	models	model	NOUN
cana-3051	17	11	studied	study	VERB
cana-3051	17	12	.	.	PUNCT
cana-3051	18	1	the	the	DET
cana-3051	18	2	accuracy	accuracy	NOUN
cana-3051	18	3	achieved	achieve	VERB
cana-3051	18	4	is	be	AUX
cana-3051	18	5	the	the	DET
cana-3051	18	6	best	good	ADJ
cana-3051	18	7	result	result	NOUN
cana-3051	18	8	so	so	ADV
cana-3051	18	9	far	far	ADV
cana-3051	18	10	using	use	VERB
cana-3051	18	11	the	the	DET
cana-3051	18	12	stacked	stack	VERB
cana-3051	18	13	ensemble	ensemble	ADJ
cana-3051	18	14	.	.	PUNCT
cana-3051	19	1	mailto:sona.shukla91@gmail.com	mailto:sona.shukla91@gmail.com	X
cana-3051	19	2	communications	communication	NOUN
cana-3051	19	3	on	on	ADP
cana-3051	19	4	applied	apply	VERB
cana-3051	19	5	nonlinear	nonlinear	ADJ
cana-3051	19	6	analysis	analysis	NOUN
cana-3051	19	7	issn	issn	NOUN
cana-3051	19	8	:	:	PUNCT
cana-3051	19	9	1074	1074	NUM
cana-3051	19	10	-	-	PUNCT
cana-3051	19	11	133x	133x	NUM
cana-3051	19	12	vol	vol	NOUN
cana-3051	19	13	32	32	NUM
cana-3051	19	14	no	no	NOUN
cana-3051	19	15	.	.	PUNCT
cana-3051	20	1	5s	5s	NUM
cana-3051	20	2	(	(	PUNCT
cana-3051	20	3	2025	2025	NUM
cana-3051	20	4	)	)	PUNCT
cana-3051	21	1	243	243	NUM
cana-3051	21	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-3051	21	3	conclusions	conclusion	NOUN
cana-3051	21	4	:	:	PUNCT
cana-3051	21	5	our	our	PRON
cana-3051	21	6	goal	goal	NOUN
cana-3051	21	7	was	be	AUX
cana-3051	21	8	to	to	PART
cana-3051	21	9	contribute	contribute	VERB
cana-3051	21	10	to	to	ADP
cana-3051	21	11	the	the	DET
cana-3051	21	12	ongoing	ongoing	ADJ
cana-3051	21	13	discourse	discourse	NOUN
cana-3051	21	14	on	on	ADP
cana-3051	21	15	the	the	DET
cana-3051	21	16	integration	integration	NOUN
cana-3051	21	17	of	of	ADP
cana-3051	21	18	security	security	NOUN
cana-3051	21	19	in	in	ADP
cana-3051	21	20	smart	smart	ADJ
cana-3051	21	21	education	education	NOUN
cana-3051	21	22	systems	system	NOUN
cana-3051	21	23	,	,	PUNCT
cana-3051	21	24	ensuring	ensure	VERB
cana-3051	21	25	that	that	SCONJ
cana-3051	21	26	the	the	DET
cana-3051	21	27	benefits	benefit	NOUN
cana-3051	21	28	of	of	ADP
cana-3051	21	29	education	education	NOUN
cana-3051	21	30	5.0	5.0	NUM
cana-3051	21	31	can	can	AUX
cana-3051	21	32	be	be	AUX
cana-3051	21	33	realized	realize	VERB
cana-3051	21	34	without	without	ADP
cana-3051	21	35	compromising	compromise	VERB
cana-3051	21	36	the	the	DET
cana-3051	21	37	safety	safety	NOUN
cana-3051	21	38	and	and	CCONJ
cana-3051	21	39	integrity	integrity	NOUN
cana-3051	21	40	of	of	ADP
cana-3051	21	41	educational	educational	ADJ
cana-3051	21	42	data	datum	NOUN
cana-3051	21	43	and	and	CCONJ
cana-3051	21	44	process	process	NOUN
cana-3051	21	45	.	.	PUNCT
cana-3051	22	1	keywords	keyword	NOUN
cana-3051	22	2	:	:	PUNCT
cana-3051	22	3	smart	smart	ADJ
cana-3051	22	4	education	education	NOUN
cana-3051	22	5	,	,	PUNCT
cana-3051	22	6	education	education	NOUN
cana-3051	22	7	5.0	5.0	NUM
cana-3051	22	8	,	,	PUNCT
cana-3051	22	9	ensemble	ensemble	ADJ
cana-3051	22	10	learning	learning	NOUN
cana-3051	22	11	,	,	PUNCT
cana-3051	22	12	cyber	cyber	ADJ
cana-3051	22	13	security	security	NOUN
cana-3051	22	14	,	,	PUNCT
cana-3051	22	15	secure	secure	VERB
cana-3051	22	16	smart	smart	ADJ
cana-3051	22	17	education	education	NOUN
cana-3051	22	18	system	system	NOUN
cana-3051	22	19	(	(	PUNCT
cana-3051	22	20	sses	sse	NOUN
cana-3051	22	21	)	)	PUNCT
cana-3051	22	22	.	.	PUNCT
cana-3051	23	1	1	1	X
cana-3051	23	2	.	.	X
cana-3051	23	3	introduction	introduction	NOUN
cana-3051	23	4	the	the	DET
cana-3051	23	5	education	education	NOUN
cana-3051	23	6	industry	industry	NOUN
cana-3051	23	7	has	have	AUX
cana-3051	23	8	adapted	adapt	VERB
cana-3051	23	9	to	to	ADP
cana-3051	23	10	new	new	ADJ
cana-3051	23	11	development	development	NOUN
cana-3051	23	12	and	and	CCONJ
cana-3051	23	13	technological	technological	ADJ
cana-3051	23	14	advancements	advancement	NOUN
cana-3051	23	15	in	in	ADP
cana-3051	23	16	the	the	DET
cana-3051	23	17	sector	sector	NOUN
cana-3051	23	18	.	.	PUNCT
cana-3051	24	1	the	the	DET
cana-3051	24	2	digital	digital	ADJ
cana-3051	24	3	transformation	transformation	NOUN
cana-3051	24	4	has	have	AUX
cana-3051	24	5	now	now	ADV
cana-3051	24	6	become	become	VERB
cana-3051	24	7	an	an	DET
cana-3051	24	8	essential	essential	ADJ
cana-3051	24	9	requirement	requirement	NOUN
cana-3051	24	10	of	of	ADP
cana-3051	24	11	higher	high	ADJ
cana-3051	24	12	education	education	NOUN
cana-3051	24	13	to	to	PART
cana-3051	24	14	make	make	VERB
cana-3051	24	15	it	it	PRON
cana-3051	24	16	more	more	ADV
cana-3051	24	17	robust	robust	ADJ
cana-3051	24	18	,	,	PUNCT
cana-3051	24	19	convenient	convenient	ADJ
cana-3051	24	20	and	and	CCONJ
cana-3051	24	21	reachable	reachable	ADJ
cana-3051	24	22	.	.	PUNCT
cana-3051	25	1	[	[	X
cana-3051	25	2	1	1	X
cana-3051	25	3	]	]	PUNCT
cana-3051	25	4	this	this	DET
cana-3051	25	5	digital	digital	ADJ
cana-3051	25	6	transformation	transformation	NOUN
cana-3051	25	7	has	have	AUX
cana-3051	25	8	led	lead	VERB
cana-3051	25	9	to	to	ADP
cana-3051	25	10	the	the	DET
cana-3051	25	11	fourth	fourth	ADJ
cana-3051	25	12	industrial	industrial	ADJ
cana-3051	25	13	revolution	revolution	NOUN
cana-3051	25	14	which	which	PRON
cana-3051	25	15	aims	aim	VERB
cana-3051	25	16	to	to	PART
cana-3051	25	17	transform	transform	VERB
cana-3051	25	18	the	the	DET
cana-3051	25	19	ways	way	NOUN
cana-3051	25	20	of	of	ADP
cana-3051	25	21	education	education	NOUN
cana-3051	25	22	by	by	ADP
cana-3051	25	23	involving	involve	VERB
cana-3051	25	24	the	the	DET
cana-3051	25	25	use	use	NOUN
cana-3051	25	26	of	of	ADP
cana-3051	25	27	artificial	artificial	ADJ
cana-3051	25	28	intelligence	intelligence	NOUN
cana-3051	25	29	,	,	PUNCT
cana-3051	25	30	machine	machine	NOUN
cana-3051	25	31	learning	learning	NOUN
cana-3051	25	32	,	,	PUNCT
cana-3051	25	33	robotics	robotic	NOUN
cana-3051	25	34	and	and	CCONJ
cana-3051	25	35	internet	internet	NOUN
cana-3051	25	36	of	of	ADP
cana-3051	25	37	things	thing	NOUN
cana-3051	25	38	(	(	PUNCT
cana-3051	25	39	iot	iot	NOUN
cana-3051	25	40	)	)	PUNCT
cana-3051	26	1	[	[	X
cana-3051	26	2	2	2	NUM
cana-3051	26	3	]	]	PUNCT
cana-3051	26	4	.	.	PUNCT
cana-3051	27	1	this	this	DET
cana-3051	27	2	learning	learning	NOUN
cana-3051	27	3	does	do	AUX
cana-3051	27	4	not	not	PART
cana-3051	27	5	just	just	ADV
cana-3051	27	6	focus	focus	VERB
cana-3051	27	7	on	on	ADP
cana-3051	27	8	learning	learning	NOUN
cana-3051	27	9	but	but	CCONJ
cana-3051	27	10	also	also	ADV
cana-3051	27	11	on	on	ADP
cana-3051	27	12	skills	skill	NOUN
cana-3051	27	13	of	of	ADP
cana-3051	27	14	the	the	DET
cana-3051	27	15	disciples	disciple	NOUN
cana-3051	27	16	.	.	PUNCT
cana-3051	28	1	with	with	ADP
cana-3051	28	2	the	the	DET
cana-3051	28	3	rapid	rapid	ADJ
cana-3051	28	4	advancements	advancement	NOUN
cana-3051	28	5	in	in	ADP
cana-3051	28	6	technology	technology	NOUN
cana-3051	28	7	and	and	CCONJ
cana-3051	28	8	the	the	DET
cana-3051	28	9	changing	change	VERB
cana-3051	28	10	nature	nature	NOUN
cana-3051	28	11	of	of	ADP
cana-3051	28	12	work	work	NOUN
cana-3051	28	13	,	,	PUNCT
cana-3051	28	14	individuals	individual	NOUN
cana-3051	28	15	need	need	VERB
cana-3051	28	16	a	a	DET
cana-3051	28	17	specific	specific	ADJ
cana-3051	28	18	combination	combination	NOUN
cana-3051	28	19	of	of	ADP
cana-3051	28	20	skills	skill	NOUN
cana-3051	28	21	to	to	PART
cana-3051	28	22	thrive	thrive	VERB
cana-3051	28	23	.	.	PUNCT
cana-3051	29	1	multiple	multiple	ADJ
cana-3051	29	2	technologies	technology	NOUN
cana-3051	29	3	contributing	contribute	VERB
cana-3051	29	4	to	to	ADP
cana-3051	29	5	the	the	DET
cana-3051	29	6	era	era	NOUN
cana-3051	29	7	of	of	ADP
cana-3051	29	8	smart	smart	ADJ
cana-3051	29	9	education	education	NOUN
cana-3051	29	10	,	,	PUNCT
cana-3051	29	11	each	each	PRON
cana-3051	29	12	of	of	ADP
cana-3051	29	13	these	these	DET
cana-3051	29	14	technologies	technology	NOUN
cana-3051	29	15	have	have	VERB
cana-3051	29	16	their	their	PRON
cana-3051	29	17	merits	merit	NOUN
cana-3051	29	18	and	and	CCONJ
cana-3051	29	19	demerits	demerit	NOUN
cana-3051	29	20	.	.	PUNCT
cana-3051	30	1	privacy	privacy	NOUN
cana-3051	30	2	and	and	CCONJ
cana-3051	30	3	security	security	NOUN
cana-3051	30	4	being	be	AUX
cana-3051	30	5	the	the	DET
cana-3051	30	6	prominent	prominent	ADJ
cana-3051	30	7	issue	issue	NOUN
cana-3051	30	8	in	in	ADP
cana-3051	30	9	the	the	DET
cana-3051	30	10	all	all	DET
cana-3051	30	11	technologies	technology	NOUN
cana-3051	30	12	poses	pose	VERB
cana-3051	30	13	the	the	DET
cana-3051	30	14	important	important	ADJ
cana-3051	30	15	issue	issue	NOUN
cana-3051	30	16	in	in	ADP
cana-3051	30	17	front	front	NOUN
cana-3051	30	18	of	of	ADP
cana-3051	30	19	smart	smart	ADJ
cana-3051	30	20	education	education	NOUN
cana-3051	30	21	[	[	X
cana-3051	30	22	3	3	NUM
cana-3051	30	23	]	]	PUNCT
cana-3051	30	24	.	.	PUNCT
cana-3051	31	1	there	there	PRON
cana-3051	31	2	are	be	VERB
cana-3051	31	3	many	many	ADJ
cana-3051	31	4	past	past	ADJ
cana-3051	31	5	incidents	incident	NOUN
cana-3051	31	6	which	which	PRON
cana-3051	31	7	show	show	VERB
cana-3051	31	8	the	the	DET
cana-3051	31	9	need	need	NOUN
cana-3051	31	10	for	for	ADP
cana-3051	31	11	security	security	NOUN
cana-3051	31	12	and	and	CCONJ
cana-3051	31	13	privacy	privacy	NOUN
cana-3051	31	14	measures	measure	NOUN
cana-3051	31	15	in	in	ADP
cana-3051	31	16	the	the	DET
cana-3051	31	17	education	education	NOUN
cana-3051	31	18	sector	sector	NOUN
cana-3051	31	19	.	.	PUNCT
cana-3051	32	1	the	the	DET
cana-3051	32	2	victims	victim	NOUN
cana-3051	32	3	in	in	ADP
cana-3051	32	4	the	the	DET
cana-3051	32	5	education	education	NOUN
cana-3051	32	6	field	field	NOUN
cana-3051	32	7	are	be	AUX
cana-3051	32	8	mostly	mostly	ADV
cana-3051	32	9	students	student	NOUN
cana-3051	32	10	who	who	PRON
cana-3051	32	11	have	have	VERB
cana-3051	32	12	fresh	fresh	ADJ
cana-3051	32	13	identities	identity	NOUN
cana-3051	32	14	in	in	ADP
cana-3051	32	15	the	the	DET
cana-3051	32	16	society	society	NOUN
cana-3051	32	17	and	and	CCONJ
cana-3051	32	18	are	be	AUX
cana-3051	32	19	vulnerable	vulnerable	ADJ
cana-3051	32	20	as	as	SCONJ
cana-3051	32	21	it	it	PRON
cana-3051	32	22	can	can	AUX
cana-3051	32	23	be	be	AUX
cana-3051	32	24	easily	easily	ADV
cana-3051	32	25	targeted	target	VERB
cana-3051	32	26	by	by	ADP
cana-3051	32	27	the	the	DET
cana-3051	32	28	attacks	attack	NOUN
cana-3051	32	29	.	.	PUNCT
cana-3051	33	1	the	the	DET
cana-3051	33	2	cybercrime	cybercrime	NOUN
cana-3051	33	3	hits	hit	VERB
cana-3051	33	4	the	the	DET
cana-3051	33	5	education	education	NOUN
cana-3051	33	6	sector	sector	NOUN
cana-3051	33	7	on	on	ADP
cana-3051	33	8	a	a	DET
cana-3051	33	9	different	different	ADJ
cana-3051	33	10	level	level	NOUN
cana-3051	33	11	as	as	SCONJ
cana-3051	33	12	the	the	DET
cana-3051	33	13	victims	victim	NOUN
cana-3051	33	14	involved	involve	VERB
cana-3051	33	15	are	be	AUX
cana-3051	33	16	either	either	CCONJ
cana-3051	33	17	naive	naive	ADJ
cana-3051	33	18	and	and	CCONJ
cana-3051	33	19	have	have	VERB
cana-3051	33	20	lack	lack	NOUN
cana-3051	33	21	of	of	ADP
cana-3051	33	22	knowledge	knowledge	NOUN
cana-3051	33	23	of	of	ADP
cana-3051	33	24	cyberspace	cyberspace	NOUN
cana-3051	33	25	,	,	PUNCT
cana-3051	33	26	their	their	PRON
cana-3051	33	27	identities	identity	NOUN
cana-3051	33	28	are	be	AUX
cana-3051	33	29	more	more	ADV
cana-3051	33	30	prone	prone	ADJ
cana-3051	33	31	to	to	PART
cana-3051	33	32	be	be	AUX
cana-3051	33	33	used	use	VERB
cana-3051	33	34	and	and	CCONJ
cana-3051	33	35	they	they	PRON
cana-3051	33	36	are	be	AUX
cana-3051	33	37	more	more	ADV
cana-3051	33	38	easier	easy	ADJ
cana-3051	33	39	to	to	PART
cana-3051	33	40	be	be	AUX
cana-3051	33	41	targeted	target	VERB
cana-3051	33	42	[	[	PUNCT
cana-3051	33	43	4	4	NUM
cana-3051	33	44	]	]	PUNCT
cana-3051	33	45	.	.	PUNCT
cana-3051	34	1	it	it	PRON
cana-3051	34	2	can	can	AUX
cana-3051	34	3	be	be	AUX
cana-3051	34	4	easily	easily	ADV
cana-3051	34	5	concluded	conclude	VERB
cana-3051	34	6	that	that	SCONJ
cana-3051	34	7	cyber	cyber	NOUN
cana-3051	34	8	attacks	attack	NOUN
cana-3051	34	9	are	be	AUX
cana-3051	34	10	a	a	DET
cana-3051	34	11	severe	severe	ADJ
cana-3051	34	12	problem	problem	NOUN
cana-3051	34	13	which	which	PRON
cana-3051	34	14	should	should	AUX
cana-3051	34	15	be	be	AUX
cana-3051	34	16	addressed	address	VERB
cana-3051	34	17	by	by	ADP
cana-3051	34	18	any	any	DET
cana-3051	34	19	educational	educational	ADJ
cana-3051	34	20	institutes	institute	NOUN
cana-3051	34	21	or	or	CCONJ
cana-3051	34	22	higher	high	ADJ
cana-3051	34	23	education	education	NOUN
cana-3051	34	24	bodies	body	NOUN
cana-3051	34	25	[	[	X
cana-3051	34	26	5	5	NUM
cana-3051	34	27	]	]	PUNCT
cana-3051	34	28	.	.	PUNCT
cana-3051	35	1	cyber	cyber	PROPN
cana-3051	35	2	security	security	NOUN
cana-3051	35	3	in	in	ADP
cana-3051	35	4	education	education	NOUN
cana-3051	35	5	system	system	NOUN
cana-3051	35	6	can	can	AUX
cana-3051	35	7	be	be	AUX
cana-3051	35	8	stated	state	VERB
cana-3051	35	9	as	as	ADP
cana-3051	35	10	the	the	DET
cana-3051	35	11	measure	measure	NOUN
cana-3051	35	12	to	to	PART
cana-3051	35	13	protect	protect	VERB
cana-3051	35	14	the	the	DET
cana-3051	35	15	internet	internet	NOUN
cana-3051	35	16	users	user	NOUN
cana-3051	35	17	which	which	PRON
cana-3051	35	18	are	be	AUX
cana-3051	35	19	students	student	NOUN
cana-3051	35	20	,	,	PUNCT
cana-3051	35	21	faculties	faculty	NOUN
cana-3051	35	22	and	and	CCONJ
cana-3051	35	23	managing	manage	VERB
cana-3051	35	24	bodies	body	NOUN
cana-3051	35	25	in	in	ADP
cana-3051	35	26	our	our	PRON
cana-3051	35	27	case	case	NOUN
cana-3051	35	28	,	,	PUNCT
cana-3051	35	29	from	from	ADP
cana-3051	35	30	the	the	DET
cana-3051	35	31	hazardous	hazardous	ADJ
cana-3051	35	32	risks	risk	NOUN
cana-3051	35	33	related	relate	VERB
cana-3051	35	34	to	to	ADP
cana-3051	35	35	the	the	DET
cana-3051	35	36	modern	modern	ADJ
cana-3051	35	37	technologies	technology	NOUN
cana-3051	35	38	used	use	VERB
cana-3051	35	39	in	in	ADP
cana-3051	35	40	digital	digital	ADJ
cana-3051	35	41	learning	learning	NOUN
cana-3051	35	42	or	or	CCONJ
cana-3051	35	43	use	use	NOUN
cana-3051	35	44	of	of	ADP
cana-3051	35	45	internet	internet	NOUN
cana-3051	35	46	[	[	X
cana-3051	35	47	6	6	NUM
cana-3051	35	48	]	]	PUNCT
cana-3051	35	49	.	.	PUNCT
cana-3051	36	1	after	after	ADP
cana-3051	36	2	covid-19	covid-19	PROPN
cana-3051	36	3	,	,	PUNCT
cana-3051	36	4	there	there	PRON
cana-3051	36	5	was	be	VERB
cana-3051	36	6	a	a	DET
cana-3051	36	7	rapid	rapid	ADJ
cana-3051	36	8	increase	increase	NOUN
cana-3051	36	9	in	in	ADP
cana-3051	36	10	the	the	DET
cana-3051	36	11	number	number	NOUN
cana-3051	36	12	of	of	ADP
cana-3051	36	13	cyber	cyber	NOUN
cana-3051	36	14	-	-	PUNCT
cana-3051	36	15	attacks	attack	NOUN
cana-3051	36	16	all	all	ADV
cana-3051	36	17	over	over	ADP
cana-3051	36	18	the	the	DET
cana-3051	36	19	world	world	NOUN
cana-3051	36	20	.	.	PUNCT
cana-3051	37	1	according	accord	VERB
cana-3051	37	2	to	to	ADP
cana-3051	37	3	the	the	DET
cana-3051	37	4	indian	indian	PROPN
cana-3051	37	5	cyber	cyber	NOUN
cana-3051	37	6	threat	threat	NOUN
cana-3051	37	7	report	report	NOUN
cana-3051	37	8	2023	2023	NUM
cana-3051	37	9	[	[	X
cana-3051	37	10	7	7	X
cana-3051	37	11	]	]	PUNCT
cana-3051	37	12	by	by	ADP
cana-3051	37	13	data	datum	NOUN
cana-3051	37	14	security	security	PROPN
cana-3051	37	15	council	council	PROPN
cana-3051	37	16	of	of	ADP
cana-3051	37	17	india	india	PROPN
cana-3051	37	18	,	,	PUNCT
cana-3051	37	19	cyber	cyber	ADJ
cana-3051	37	20	security	security	NOUN
cana-3051	37	21	has	have	AUX
cana-3051	37	22	become	become	VERB
cana-3051	37	23	the	the	DET
cana-3051	37	24	top	top	ADJ
cana-3051	37	25	most	most	ADJ
cana-3051	37	26	priority	priority	NOUN
cana-3051	37	27	for	for	ADP
cana-3051	37	28	all	all	DET
cana-3051	37	29	the	the	DET
cana-3051	37	30	organizations	organization	NOUN
cana-3051	37	31	.	.	PUNCT
cana-3051	38	1	the	the	DET
cana-3051	38	2	education	education	NOUN
cana-3051	38	3	industry	industry	NOUN
cana-3051	38	4	is	be	AUX
cana-3051	38	5	in	in	ADP
cana-3051	38	6	the	the	DET
cana-3051	38	7	top	top	ADJ
cana-3051	38	8	three	three	NUM
cana-3051	38	9	industries	industry	NOUN
cana-3051	38	10	after	after	ADP
cana-3051	38	11	automobile	automobile	NOUN
cana-3051	38	12	[	[	X
cana-3051	38	13	8	8	NUM
cana-3051	38	14	]	]	PUNCT
cana-3051	38	15	and	and	CCONJ
cana-3051	38	16	government	government	NOUN
cana-3051	38	17	to	to	PART
cana-3051	38	18	keep	keep	VERB
cana-3051	38	19	its	its	PRON
cana-3051	38	20	eyes	eye	NOUN
cana-3051	38	21	open	open	ADJ
cana-3051	38	22	for	for	ADP
cana-3051	38	23	cyber	cyber	NOUN
cana-3051	38	24	attacks	attack	NOUN
cana-3051	38	25	especially	especially	ADV
cana-3051	38	26	malware	malware	NOUN
cana-3051	38	27	attack	attack	NOUN
cana-3051	38	28	along	along	ADP
cana-3051	38	29	with	with	ADP
cana-3051	38	30	phishing	phishing	NOUN
cana-3051	38	31	and	and	CCONJ
cana-3051	38	32	ransomware	ransomware	NOUN
cana-3051	38	33	attack	attack	NOUN
cana-3051	38	34	.	.	PUNCT
cana-3051	39	1	the	the	DET
cana-3051	39	2	lack	lack	NOUN
cana-3051	39	3	of	of	ADP
cana-3051	39	4	cyber	cyber	NOUN
cana-3051	39	5	awareness	awareness	NOUN
cana-3051	39	6	,	,	PUNCT
cana-3051	39	7	frequent	frequent	ADJ
cana-3051	39	8	movement	movement	NOUN
cana-3051	39	9	of	of	ADP
cana-3051	39	10	staff	staff	NOUN
cana-3051	39	11	and	and	CCONJ
cana-3051	39	12	faculties	faculty	NOUN
cana-3051	39	13	and	and	CCONJ
cana-3051	39	14	iot	iot	NOUN
cana-3051	39	15	vulnerabilities	vulnerability	NOUN
cana-3051	39	16	are	be	AUX
cana-3051	39	17	the	the	DET
cana-3051	39	18	reason	reason	NOUN
cana-3051	39	19	for	for	ADP
cana-3051	39	20	cyber	cyber	ADJ
cana-3051	39	21	threats	threat	NOUN
cana-3051	39	22	in	in	ADP
cana-3051	39	23	the	the	DET
cana-3051	39	24	education	education	NOUN
cana-3051	39	25	system	system	NOUN
cana-3051	39	26	[	[	X
cana-3051	39	27	9][10	9][10	NUM
cana-3051	39	28	]	]	PUNCT
cana-3051	39	29	.	.	PUNCT
cana-3051	40	1	therefore	therefore	ADV
cana-3051	40	2	,	,	PUNCT
cana-3051	40	3	in	in	ADP
cana-3051	40	4	this	this	DET
cana-3051	40	5	paper	paper	NOUN
cana-3051	40	6	we	we	PRON
cana-3051	40	7	focus	focus	VERB
cana-3051	40	8	on	on	ADP
cana-3051	40	9	core	core	ADJ
cana-3051	40	10	principles	principle	NOUN
cana-3051	40	11	of	of	ADP
cana-3051	40	12	education	education	NOUN
cana-3051	40	13	5.0	5.0	NUM
cana-3051	40	14	,	,	PUNCT
cana-3051	40	15	challenges	challenge	NOUN
cana-3051	40	16	and	and	CCONJ
cana-3051	40	17	risks	risk	NOUN
cana-3051	40	18	associated	associate	VERB
cana-3051	40	19	.	.	PUNCT
cana-3051	41	1	in	in	ADP
cana-3051	41	2	further	further	ADJ
cana-3051	41	3	sections	section	NOUN
cana-3051	41	4	we	we	PRON
cana-3051	41	5	discussed	discuss	VERB
cana-3051	41	6	the	the	DET
cana-3051	41	7	ensemble	ensemble	ADJ
cana-3051	41	8	technique	technique	NOUN
cana-3051	41	9	of	of	ADP
cana-3051	41	10	machine	machine	NOUN
cana-3051	41	11	learning	learn	VERB
cana-3051	41	12	contributing	contribute	VERB
cana-3051	41	13	to	to	ADP
cana-3051	41	14	cyber	cyber	VERB
cana-3051	41	15	security	security	NOUN
cana-3051	41	16	which	which	PRON
cana-3051	41	17	can	can	AUX
cana-3051	41	18	also	also	ADV
cana-3051	41	19	be	be	AUX
cana-3051	41	20	leveraged	leverage	VERB
cana-3051	41	21	in	in	ADP
cana-3051	41	22	higher	high	ADJ
cana-3051	41	23	education	education	NOUN
cana-3051	41	24	and	and	CCONJ
cana-3051	41	25	thus	thus	ADV
cana-3051	41	26	,	,	PUNCT
cana-3051	41	27	we	we	PRON
cana-3051	41	28	propose	propose	VERB
cana-3051	41	29	a	a	DET
cana-3051	41	30	secure	secure	ADJ
cana-3051	41	31	model	model	NOUN
cana-3051	41	32	,	,	PUNCT
cana-3051	41	33	secure	secure	VERB
cana-3051	41	34	smart	smart	ADJ
cana-3051	41	35	education	education	NOUN
cana-3051	41	36	system	system	NOUN
cana-3051	41	37	(	(	PUNCT
cana-3051	41	38	ssedus	ssedus	NOUN
cana-3051	41	39	)	)	PUNCT
cana-3051	41	40	.	.	PUNCT
cana-3051	42	1	2	2	X
cana-3051	42	2	.	.	X
cana-3051	42	3	education	education	NOUN
cana-3051	42	4	5.0	5.0	NUM
cana-3051	42	5	:	:	PUNCT
cana-3051	42	6	smart	smart	ADJ
cana-3051	42	7	education	education	NOUN
cana-3051	42	8	system	system	NOUN
cana-3051	42	9	education	education	NOUN
cana-3051	42	10	5.0	5.0	NUM
cana-3051	42	11	came	come	VERB
cana-3051	42	12	into	into	ADP
cana-3051	42	13	existence	existence	NOUN
cana-3051	42	14	as	as	ADP
cana-3051	42	15	a	a	DET
cana-3051	42	16	response	response	NOUN
cana-3051	42	17	to	to	ADP
cana-3051	42	18	the	the	DET
cana-3051	42	19	4th	4th	ADJ
cana-3051	42	20	industrial	industrial	ADJ
cana-3051	42	21	revolution	revolution	NOUN
cana-3051	42	22	which	which	PRON
cana-3051	42	23	blurs	blur	VERB
cana-3051	42	24	the	the	DET
cana-3051	42	25	lines	line	NOUN
cana-3051	42	26	between	between	ADP
cana-3051	42	27	technological	technological	ADJ
cana-3051	42	28	advancements	advancement	NOUN
cana-3051	42	29	in	in	ADP
cana-3051	42	30	physical	physical	ADJ
cana-3051	42	31	,	,	PUNCT
cana-3051	42	32	digital	digital	ADJ
cana-3051	42	33	and	and	CCONJ
cana-3051	42	34	biological	biological	ADJ
cana-3051	42	35	fields	field	NOUN
cana-3051	42	36	.	.	PUNCT
cana-3051	43	1	it	it	PRON
cana-3051	43	2	was	be	AUX
cana-3051	43	3	a	a	DET
cana-3051	43	4	new	new	ADJ
cana-3051	43	5	vision	vision	NOUN
cana-3051	43	6	which	which	PRON
cana-3051	43	7	helps	help	VERB
cana-3051	43	8	the	the	DET
cana-3051	43	9	learners	learner	NOUN
cana-3051	43	10	to	to	PART
cana-3051	43	11	acknowledge	acknowledge	VERB
cana-3051	43	12	the	the	DET
cana-3051	43	13	sources	source	NOUN
cana-3051	43	14	which	which	PRON
cana-3051	43	15	helps	help	VERB
cana-3051	43	16	in	in	ADP
cana-3051	43	17	building	build	VERB
cana-3051	43	18	their	their	PRON
cana-3051	43	19	skill	skill	NOUN
cana-3051	43	20	sets	set	VERB
cana-3051	43	21	as	as	ADV
cana-3051	43	22	well	well	ADV
cana-3051	43	23	as	as	ADP
cana-3051	43	24	communications	communication	NOUN
cana-3051	43	25	on	on	ADP
cana-3051	43	26	applied	apply	VERB
cana-3051	43	27	nonlinear	nonlinear	ADJ
cana-3051	43	28	analysis	analysis	NOUN
cana-3051	43	29	issn	issn	NOUN
cana-3051	43	30	:	:	PUNCT
cana-3051	43	31	1074	1074	NUM
cana-3051	43	32	-	-	PUNCT
cana-3051	43	33	133x	133x	NUM
cana-3051	43	34	vol	vol	NOUN
cana-3051	43	35	32	32	NUM
cana-3051	43	36	no	no	NOUN
cana-3051	43	37	.	.	PUNCT
cana-3051	44	1	5s	5s	NUM
cana-3051	44	2	(	(	PUNCT
cana-3051	44	3	2025	2025	NUM
cana-3051	44	4	)	)	PUNCT
cana-3051	44	5	244	244	NUM
cana-3051	44	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3051	44	7	knowledge	knowledge	NOUN
cana-3051	44	8	base	base	NOUN
cana-3051	45	1	[	[	X
cana-3051	45	2	11	11	NUM
cana-3051	45	3	]	]	PUNCT
cana-3051	45	4	.	.	PUNCT
cana-3051	46	1	contributing	contribute	VERB
cana-3051	46	2	to	to	ADP
cana-3051	46	3	self	self	NOUN
cana-3051	46	4	-	-	PUNCT
cana-3051	46	5	paced	pace	VERB
cana-3051	46	6	learning	learning	NOUN
cana-3051	46	7	by	by	ADP
cana-3051	46	8	leveraging	leverage	VERB
cana-3051	46	9	the	the	DET
cana-3051	46	10	benefits	benefit	NOUN
cana-3051	46	11	of	of	ADP
cana-3051	46	12	artificial	artificial	ADJ
cana-3051	46	13	intelligence	intelligence	NOUN
cana-3051	46	14	,	,	PUNCT
cana-3051	46	15	it	it	PRON
cana-3051	46	16	is	be	AUX
cana-3051	46	17	also	also	ADV
cana-3051	46	18	known	know	VERB
cana-3051	46	19	as	as	ADP
cana-3051	46	20	smart	smart	ADJ
cana-3051	46	21	education	education	NOUN
cana-3051	46	22	,	,	PUNCT
cana-3051	46	23	to	to	PART
cana-3051	46	24	personalize	personalize	VERB
cana-3051	46	25	the	the	DET
cana-3051	46	26	learning	learning	NOUN
cana-3051	46	27	experience	experience	NOUN
cana-3051	46	28	,	,	PUNCT
cana-3051	46	29	improve	improve	VERB
cana-3051	46	30	educational	educational	ADJ
cana-3051	46	31	outcomes	outcome	NOUN
cana-3051	46	32	,	,	PUNCT
cana-3051	46	33	and	and	CCONJ
cana-3051	46	34	prepare	prepare	VERB
cana-3051	46	35	students	student	NOUN
cana-3051	46	36	for	for	ADP
cana-3051	46	37	the	the	DET
cana-3051	46	38	demands	demand	NOUN
cana-3051	46	39	of	of	ADP
cana-3051	46	40	the	the	DET
cana-3051	46	41	21st	21st	ADJ
cana-3051	46	42	century	century	NOUN
cana-3051	46	43	[	[	X
cana-3051	46	44	2][12	2][12	NOUN
cana-3051	46	45	]	]	PUNCT
cana-3051	46	46	.	.	PUNCT
cana-3051	47	1	figure	figure	NOUN
cana-3051	47	2	1	1	NUM
cana-3051	47	3	.	.	PUNCT
cana-3051	48	1	key	key	ADJ
cana-3051	48	2	principles	principle	NOUN
cana-3051	48	3	of	of	ADP
cana-3051	48	4	smart	smart	ADJ
cana-3051	48	5	education	education	NOUN
cana-3051	48	6	(	(	PUNCT
cana-3051	48	7	education	education	NOUN
cana-3051	48	8	5.0	5.0	NUM
cana-3051	48	9	)	)	PUNCT
cana-3051	48	10	the	the	DET
cana-3051	48	11	core	core	ADJ
cana-3051	48	12	principles	principle	NOUN
cana-3051	48	13	of	of	ADP
cana-3051	48	14	education	education	NOUN
cana-3051	48	15	5.0	5.0	NUM
cana-3051	48	16	can	can	AUX
cana-3051	48	17	be	be	AUX
cana-3051	48	18	categorized	categorize	VERB
cana-3051	48	19	as	as	ADP
cana-3051	48	20	student	student	NOUN
cana-3051	48	21	centric	centric	NOUN
cana-3051	48	22	with	with	ADP
cana-3051	48	23	technology	technology	NOUN
cana-3051	48	24	integration	integration	NOUN
cana-3051	48	25	.	.	PUNCT
cana-3051	49	1	education	education	NOUN
cana-3051	49	2	5.0	5.0	NUM
cana-3051	49	3	not	not	PART
cana-3051	49	4	only	only	ADV
cana-3051	49	5	helps	help	VERB
cana-3051	49	6	the	the	DET
cana-3051	49	7	learners	learner	NOUN
cana-3051	49	8	in	in	ADP
cana-3051	49	9	skill	skill	NOUN
cana-3051	49	10	development	development	NOUN
cana-3051	49	11	but	but	CCONJ
cana-3051	49	12	as	as	ADP
cana-3051	49	13	the	the	DET
cana-3051	49	14	overall	overall	ADJ
cana-3051	49	15	development	development	NOUN
cana-3051	49	16	tool	tool	NOUN
cana-3051	49	17	with	with	ADP
cana-3051	49	18	respect	respect	NOUN
cana-3051	49	19	to	to	ADP
cana-3051	49	20	industry	industry	NOUN
cana-3051	49	21	demands	demand	NOUN
cana-3051	49	22	which	which	PRON
cana-3051	49	23	further	far	ADV
cana-3051	49	24	acts	act	VERB
cana-3051	49	25	as	as	ADP
cana-3051	49	26	a	a	DET
cana-3051	49	27	backbone	backbone	NOUN
cana-3051	49	28	in	in	ADP
cana-3051	49	29	a	a	DET
cana-3051	49	30	job	job	NOUN
cana-3051	49	31	centric	centric	ADJ
cana-3051	49	32	environment	environment	NOUN
cana-3051	49	33	[	[	X
cana-3051	49	34	13	13	NUM
cana-3051	49	35	]	]	PUNCT
cana-3051	49	36	.	.	PUNCT
cana-3051	50	1	students	student	NOUN
cana-3051	50	2	are	be	AUX
cana-3051	50	3	the	the	DET
cana-3051	50	4	active	active	ADJ
cana-3051	50	5	entity	entity	NOUN
cana-3051	50	6	in	in	ADP
cana-3051	50	7	this	this	DET
cana-3051	50	8	learning	learn	VERB
cana-3051	50	9	environment	environment	NOUN
cana-3051	50	10	with	with	ADP
cana-3051	50	11	self	self	NOUN
cana-3051	50	12	-	-	PUNCT
cana-3051	50	13	paced	pace	VERB
cana-3051	50	14	and	and	CCONJ
cana-3051	50	15	personalized	personalized	ADJ
cana-3051	50	16	touch	touch	NOUN
cana-3051	50	17	.	.	PUNCT
cana-3051	51	1	learning	learn	VERB
cana-3051	51	2	platforms	platform	NOUN
cana-3051	51	3	provide	provide	VERB
cana-3051	51	4	speed	speed	NOUN
cana-3051	51	5	-	-	PUNCT
cana-3051	51	6	based	base	VERB
cana-3051	51	7	content	content	NOUN
cana-3051	51	8	which	which	PRON
cana-3051	51	9	can	can	AUX
cana-3051	51	10	be	be	AUX
cana-3051	51	11	selected	select	VERB
cana-3051	51	12	by	by	ADP
cana-3051	51	13	learners	learner	NOUN
cana-3051	51	14	themselves	themselves	PRON
cana-3051	51	15	[	[	X
cana-3051	51	16	14	14	NUM
cana-3051	51	17	]	]	PUNCT
cana-3051	51	18	.	.	PUNCT
cana-3051	52	1	multiple	multiple	ADJ
cana-3051	52	2	technologies	technology	NOUN
cana-3051	52	3	are	be	AUX
cana-3051	52	4	contributing	contribute	VERB
cana-3051	52	5	to	to	PART
cana-3051	52	6	make	make	VERB
cana-3051	52	7	the	the	DET
cana-3051	52	8	pillars	pillar	NOUN
cana-3051	52	9	of	of	ADP
cana-3051	52	10	education	education	NOUN
cana-3051	52	11	5.0	5.0	NUM
cana-3051	52	12	,	,	PUNCT
cana-3051	52	13	such	such	ADJ
cana-3051	52	14	as	as	ADP
cana-3051	52	15	big	big	ADJ
cana-3051	52	16	data	datum	NOUN
cana-3051	52	17	,	,	PUNCT
cana-3051	52	18	internet	internet	NOUN
cana-3051	52	19	of	of	ADP
cana-3051	52	20	things	thing	NOUN
cana-3051	52	21	,	,	PUNCT
cana-3051	52	22	cloud	cloud	NOUN
cana-3051	52	23	services	service	NOUN
cana-3051	52	24	,	,	PUNCT
cana-3051	52	25	virtual	virtual	ADJ
cana-3051	52	26	reality	reality	NOUN
cana-3051	52	27	and	and	CCONJ
cana-3051	52	28	augmented	augment	VERB
cana-3051	52	29	reality	reality	NOUN
cana-3051	52	30	[	[	X
cana-3051	52	31	15	15	NUM
cana-3051	52	32	]	]	PUNCT
cana-3051	52	33	.	.	PUNCT
cana-3051	53	1	unlike	unlike	ADP
cana-3051	53	2	traditional	traditional	ADJ
cana-3051	53	3	teachinglearning	teachinglearning	NOUN
cana-3051	53	4	methods	method	NOUN
cana-3051	53	5	which	which	PRON
cana-3051	53	6	were	be	AUX
cana-3051	53	7	teacher	teacher	NOUN
cana-3051	53	8	centric	centric	ADJ
cana-3051	53	9	,	,	PUNCT
cana-3051	53	10	this	this	DET
cana-3051	53	11	evolution	evolution	NOUN
cana-3051	53	12	goes	go	VERB
cana-3051	53	13	beyond	beyond	ADP
cana-3051	53	14	the	the	DET
cana-3051	53	15	classroom	classroom	NOUN
cana-3051	53	16	teaching	teaching	NOUN
cana-3051	53	17	and	and	CCONJ
cana-3051	53	18	memorization	memorization	NOUN
cana-3051	53	19	[	[	X
cana-3051	53	20	16	16	NUM
cana-3051	53	21	]	]	PUNCT
cana-3051	53	22	,	,	PUNCT
cana-3051	53	23	it	it	PRON
cana-3051	53	24	focuses	focus	VERB
cana-3051	53	25	more	more	ADJ
cana-3051	53	26	on	on	ADP
cana-3051	53	27	skill	skill	NOUN
cana-3051	53	28	development	development	NOUN
cana-3051	53	29	like	like	ADP
cana-3051	53	30	communication	communication	NOUN
cana-3051	53	31	,	,	PUNCT
cana-3051	53	32	personality	personality	NOUN
cana-3051	53	33	development	development	NOUN
cana-3051	53	34	,	,	PUNCT
cana-3051	53	35	critical	critical	ADJ
cana-3051	53	36	thinking	thinking	NOUN
cana-3051	53	37	,	,	PUNCT
cana-3051	53	38	problem	problem	NOUN
cana-3051	53	39	solving	solving	NOUN
cana-3051	53	40	,	,	PUNCT
cana-3051	53	41	creativity	creativity	NOUN
cana-3051	53	42	etc	etc	X
cana-3051	53	43	.	.	PUNCT
cana-3051	54	1	[	[	X
cana-3051	54	2	17	17	NUM
cana-3051	54	3	]	]	X
cana-3051	55	1	[	[	X
cana-3051	55	2	18	18	NUM
cana-3051	55	3	]	]	PUNCT
cana-3051	55	4	.	.	PUNCT
cana-3051	56	1	with	with	ADP
cana-3051	56	2	the	the	DET
cana-3051	56	3	ability	ability	NOUN
cana-3051	56	4	to	to	PART
cana-3051	56	5	adapt	adapt	VERB
cana-3051	56	6	and	and	CCONJ
cana-3051	56	7	enhance	enhance	VERB
cana-3051	56	8	the	the	DET
cana-3051	56	9	skill	skill	NOUN
cana-3051	56	10	set	set	VERB
cana-3051	56	11	,	,	PUNCT
cana-3051	56	12	smart	smart	ADJ
cana-3051	56	13	education	education	NOUN
cana-3051	56	14	is	be	AUX
cana-3051	56	15	believed	believe	VERB
cana-3051	56	16	to	to	PART
cana-3051	56	17	inculcate	inculcate	VERB
cana-3051	56	18	a	a	DET
cana-3051	56	19	routine	routine	NOUN
cana-3051	56	20	of	of	ADP
cana-3051	56	21	lifelong	lifelong	ADJ
cana-3051	56	22	learning	learning	NOUN
cana-3051	56	23	in	in	ADP
cana-3051	56	24	learners	learner	NOUN
cana-3051	56	25	[	[	X
cana-3051	56	26	19	19	NUM
cana-3051	56	27	]	]	PUNCT
cana-3051	56	28	.	.	PUNCT
cana-3051	57	1	in	in	ADP
cana-3051	57	2	this	this	DET
cana-3051	57	3	way	way	NOUN
cana-3051	57	4	,	,	PUNCT
cana-3051	57	5	we	we	PRON
cana-3051	57	6	will	will	AUX
cana-3051	57	7	be	be	AUX
cana-3051	57	8	giving	give	VERB
cana-3051	57	9	our	our	PRON
cana-3051	57	10	future	future	ADJ
cana-3051	57	11	generation	generation	NOUN
cana-3051	57	12	the	the	DET
cana-3051	57	13	best	good	ADJ
cana-3051	57	14	possible	possible	ADJ
cana-3051	57	15	education	education	NOUN
cana-3051	57	16	which	which	PRON
cana-3051	57	17	will	will	AUX
cana-3051	57	18	address	address	VERB
cana-3051	57	19	a	a	DET
cana-3051	57	20	global	global	ADJ
cana-3051	57	21	skill	skill	NOUN
cana-3051	57	22	gap	gap	NOUN
cana-3051	57	23	problem	problem	NOUN
cana-3051	57	24	and	and	CCONJ
cana-3051	57	25	will	will	AUX
cana-3051	57	26	give	give	VERB
cana-3051	57	27	talented	talented	ADJ
cana-3051	57	28	,	,	PUNCT
cana-3051	57	29	upskilled	upskilled	ADJ
cana-3051	57	30	leaders	leader	NOUN
cana-3051	57	31	of	of	ADP
cana-3051	57	32	society	society	NOUN
cana-3051	57	33	[	[	X
cana-3051	57	34	20	20	NUM
cana-3051	57	35	]	]	PUNCT
cana-3051	57	36	.	.	PUNCT
cana-3051	58	1	although	although	SCONJ
cana-3051	58	2	the	the	DET
cana-3051	58	3	potential	potential	NOUN
cana-3051	58	4	of	of	ADP
cana-3051	58	5	education	education	NOUN
cana-3051	58	6	5.0	5.0	NUM
cana-3051	58	7	is	be	AUX
cana-3051	58	8	capturing	capture	VERB
cana-3051	58	9	the	the	DET
cana-3051	58	10	imagination	imagination	NOUN
cana-3051	58	11	of	of	ADP
cana-3051	58	12	more	more	ADJ
cana-3051	58	13	and	and	CCONJ
cana-3051	58	14	more	more	ADJ
cana-3051	58	15	people	people	NOUN
cana-3051	58	16	,	,	PUNCT
cana-3051	58	17	implementation	implementation	NOUN
cana-3051	58	18	and	and	CCONJ
cana-3051	58	19	the	the	DET
cana-3051	58	20	level	level	NOUN
cana-3051	58	21	of	of	ADP
cana-3051	58	22	support	support	NOUN
cana-3051	58	23	is	be	AUX
cana-3051	58	24	still	still	ADV
cana-3051	58	25	in	in	ADP
cana-3051	58	26	its	its	PRON
cana-3051	58	27	infancy	infancy	NOUN
cana-3051	58	28	,	,	PUNCT
cana-3051	58	29	with	with	ADP
cana-3051	58	30	some	some	DET
cana-3051	58	31	small	small	ADJ
cana-3051	58	32	-	-	PUNCT
cana-3051	58	33	scale	scale	NOUN
cana-3051	58	34	attempts	attempt	NOUN
cana-3051	58	35	in	in	ADP
cana-3051	58	36	some	some	DET
cana-3051	58	37	parts	part	NOUN
cana-3051	58	38	of	of	ADP
cana-3051	58	39	the	the	DET
cana-3051	58	40	world	world	NOUN
cana-3051	58	41	,	,	PUNCT
cana-3051	58	42	but	but	CCONJ
cana-3051	58	43	still	still	ADV
cana-3051	58	44	largely	largely	ADV
cana-3051	58	45	in	in	ADP
cana-3051	58	46	a	a	DET
cana-3051	58	47	test	test	NOUN
cana-3051	58	48	phase	phase	NOUN
cana-3051	58	49	[	[	X
cana-3051	58	50	21	21	NUM
cana-3051	58	51	]	]	PUNCT
cana-3051	58	52	.	.	PUNCT
cana-3051	59	1	it	it	PRON
cana-3051	59	2	can	can	AUX
cana-3051	59	3	be	be	AUX
cana-3051	59	4	stated	state	VERB
cana-3051	59	5	that	that	SCONJ
cana-3051	59	6	smart	smart	ADJ
cana-3051	59	7	education	education	NOUN
cana-3051	59	8	is	be	AUX
cana-3051	59	9	a	a	DET
cana-3051	59	10	future	future	ADJ
cana-3051	59	11	vision	vision	NOUN
cana-3051	59	12	of	of	ADP
cana-3051	59	13	educational	educational	ADJ
cana-3051	59	14	entities	entity	NOUN
cana-3051	59	15	that	that	PRON
cana-3051	59	16	will	will	AUX
cana-3051	59	17	contribute	contribute	VERB
cana-3051	59	18	in	in	ADP
cana-3051	59	19	reforming	reform	VERB
cana-3051	59	20	education	education	NOUN
cana-3051	59	21	with	with	ADP
cana-3051	59	22	respect	respect	NOUN
cana-3051	59	23	to	to	ADP
cana-3051	59	24	changes	change	NOUN
cana-3051	59	25	in	in	ADP
cana-3051	59	26	technology	technology	NOUN
cana-3051	59	27	and	and	CCONJ
cana-3051	59	28	future	future	ADJ
cana-3051	59	29	demand	demand	NOUN
cana-3051	59	30	of	of	ADP
cana-3051	59	31	skill	skill	NOUN
cana-3051	59	32	set	set	VERB
cana-3051	59	33	in	in	ADP
cana-3051	59	34	jobs	job	NOUN
cana-3051	59	35	.	.	PUNCT
cana-3051	60	1	making	make	VERB
cana-3051	60	2	the	the	DET
cana-3051	60	3	use	use	NOUN
cana-3051	60	4	of	of	ADP
cana-3051	60	5	a	a	DET
cana-3051	60	6	big	big	ADJ
cana-3051	60	7	umbrella	umbrella	NOUN
cana-3051	60	8	“	"	PUNCT
cana-3051	60	9	artificial	artificial	ADJ
cana-3051	60	10	intelligence	intelligence	NOUN
cana-3051	60	11	”	"	PUNCT
cana-3051	61	1	[	[	X
cana-3051	61	2	21][22	21][22	NUM
cana-3051	61	3	]	]	PUNCT
cana-3051	61	4	,	,	PUNCT
cana-3051	61	5	learners	learner	NOUN
cana-3051	61	6	who	who	PRON
cana-3051	61	7	need	need	VERB
cana-3051	61	8	special	special	ADJ
cana-3051	61	9	attention	attention	NOUN
cana-3051	61	10	can	can	AUX
cana-3051	61	11	also	also	ADV
cana-3051	61	12	be	be	AUX
cana-3051	61	13	accommodated	accommodate	VERB
cana-3051	61	14	with	with	ADP
cana-3051	61	15	better	well	ADJ
cana-3051	61	16	opportunities	opportunity	NOUN
cana-3051	61	17	to	to	PART
cana-3051	61	18	learn	learn	VERB
cana-3051	61	19	and	and	CCONJ
cana-3051	61	20	can	can	AUX
cana-3051	61	21	be	be	AUX
cana-3051	61	22	continuously	continuously	ADV
cana-3051	61	23	monitored	monitor	VERB
cana-3051	61	24	to	to	PART
cana-3051	61	25	improve	improve	VERB
cana-3051	61	26	their	their	PRON
cana-3051	61	27	progress	progress	NOUN
cana-3051	61	28	and	and	CCONJ
cana-3051	61	29	educational	educational	ADJ
cana-3051	61	30	achievements	achievement	NOUN
cana-3051	61	31	.	.	PUNCT
cana-3051	62	1	3	3	X
cana-3051	62	2	.	.	X
cana-3051	62	3	challenges	challenge	NOUN
cana-3051	62	4	in	in	ADP
cana-3051	62	5	education	education	NOUN
cana-3051	62	6	5.0	5.0	NUM
cana-3051	62	7	as	as	ADP
cana-3051	62	8	moving	move	VERB
cana-3051	62	9	towards	towards	ADP
cana-3051	62	10	the	the	DET
cana-3051	62	11	smart	smart	ADJ
cana-3051	62	12	future	future	NOUN
cana-3051	62	13	,	,	PUNCT
cana-3051	62	14	education	education	NOUN
cana-3051	62	15	has	have	AUX
cana-3051	62	16	also	also	ADV
cana-3051	62	17	evolved	evolve	VERB
cana-3051	62	18	from	from	ADP
cana-3051	62	19	past	past	ADJ
cana-3051	62	20	many	many	ADJ
cana-3051	62	21	years	year	NOUN
cana-3051	62	22	witnessing	witness	VERB
cana-3051	62	23	how	how	SCONJ
cana-3051	62	24	much	much	ADJ
cana-3051	62	25	technological	technological	ADJ
cana-3051	62	26	developments	development	NOUN
cana-3051	62	27	are	be	AUX
cana-3051	62	28	contributing	contribute	VERB
cana-3051	62	29	in	in	ADP
cana-3051	62	30	making	make	VERB
cana-3051	62	31	a	a	DET
cana-3051	62	32	new	new	ADJ
cana-3051	62	33	world	world	NOUN
cana-3051	62	34	.	.	PUNCT
cana-3051	63	1	the	the	DET
cana-3051	63	2	development	development	NOUN
cana-3051	63	3	in	in	ADP
cana-3051	63	4	education	education	NOUN
cana-3051	63	5	were	be	AUX
cana-3051	63	6	categorised	categorise	VERB
cana-3051	63	7	in	in	ADP
cana-3051	63	8	stages	stage	NOUN
cana-3051	63	9	education	education	NOUN
cana-3051	63	10	1.0	1.0	NUM
cana-3051	63	11	to	to	ADP
cana-3051	63	12	5.0	5.0	NUM
cana-3051	63	13	with	with	ADP
cana-3051	63	14	respect	respect	NOUN
cana-3051	63	15	to	to	ADP
cana-3051	63	16	the	the	DET
cana-3051	63	17	transformation	transformation	NOUN
cana-3051	63	18	in	in	ADP
cana-3051	63	19	internet	internet	NOUN
cana-3051	63	20	communications	communication	NOUN
cana-3051	63	21	on	on	ADP
cana-3051	63	22	applied	apply	VERB
cana-3051	63	23	nonlinear	nonlinear	ADJ
cana-3051	63	24	analysis	analysis	NOUN
cana-3051	63	25	issn	issn	NOUN
cana-3051	63	26	:	:	PUNCT
cana-3051	63	27	1074	1074	NUM
cana-3051	63	28	-	-	PUNCT
cana-3051	63	29	133x	133x	NUM
cana-3051	63	30	vol	vol	NOUN
cana-3051	63	31	32	32	NUM
cana-3051	63	32	no	no	NOUN
cana-3051	63	33	.	.	PUNCT
cana-3051	64	1	5s	5s	NUM
cana-3051	64	2	(	(	PUNCT
cana-3051	64	3	2025	2025	NUM
cana-3051	64	4	)	)	PUNCT
cana-3051	64	5	245	245	NUM
cana-3051	64	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3051	64	7	web	web	NOUN
cana-3051	65	1	[	[	X
cana-3051	65	2	23	23	NUM
cana-3051	65	3	]	]	PUNCT
cana-3051	65	4	.	.	PUNCT
cana-3051	66	1	industrial	industrial	ADJ
cana-3051	66	2	revolution	revolution	NOUN
cana-3051	66	3	5.0	5.0	NUM
cana-3051	66	4	targets	target	NOUN
cana-3051	66	5	to	to	PART
cana-3051	66	6	successfully	successfully	ADV
cana-3051	66	7	integrate	integrate	VERB
cana-3051	66	8	the	the	DET
cana-3051	66	9	artificial	artificial	ADJ
cana-3051	66	10	intelligence	intelligence	NOUN
cana-3051	66	11	kits	kit	NOUN
cana-3051	66	12	in	in	ADP
cana-3051	66	13	the	the	DET
cana-3051	66	14	education	education	NOUN
cana-3051	66	15	system	system	NOUN
cana-3051	66	16	which	which	PRON
cana-3051	66	17	positively	positively	ADV
cana-3051	66	18	contributes	contribute	VERB
cana-3051	66	19	to	to	ADP
cana-3051	66	20	the	the	DET
cana-3051	66	21	learning	learning	NOUN
cana-3051	66	22	mechanism	mechanism	NOUN
cana-3051	66	23	of	of	ADP
cana-3051	66	24	an	an	DET
cana-3051	66	25	individual	individual	NOUN
cana-3051	66	26	[	[	X
cana-3051	66	27	24	24	NUM
cana-3051	66	28	]	]	PUNCT
cana-3051	66	29	.	.	PUNCT
cana-3051	67	1	it	it	PRON
cana-3051	67	2	is	be	AUX
cana-3051	67	3	also	also	ADV
cana-3051	67	4	important	important	ADJ
cana-3051	67	5	to	to	PART
cana-3051	67	6	identify	identify	VERB
cana-3051	67	7	solutions	solution	NOUN
cana-3051	67	8	at	at	ADP
cana-3051	67	9	the	the	DET
cana-3051	67	10	level	level	NOUN
cana-3051	67	11	of	of	ADP
cana-3051	67	12	general	general	ADJ
cana-3051	67	13	education	education	NOUN
cana-3051	67	14	,	,	PUNCT
cana-3051	67	15	including	include	VERB
cana-3051	67	16	the	the	DET
cana-3051	67	17	humanities	humanity	NOUN
cana-3051	67	18	.	.	PUNCT
cana-3051	68	1	this	this	PRON
cana-3051	68	2	means	mean	VERB
cana-3051	68	3	that	that	SCONJ
cana-3051	68	4	education	education	NOUN
cana-3051	68	5	5.0	5.0	NUM
cana-3051	68	6	should	should	AUX
cana-3051	68	7	also	also	ADV
cana-3051	68	8	be	be	AUX
cana-3051	68	9	developed	develop	VERB
cana-3051	68	10	at	at	ADP
cana-3051	68	11	the	the	DET
cana-3051	68	12	primary	primary	ADJ
cana-3051	68	13	,	,	PUNCT
cana-3051	68	14	secondary	secondary	ADJ
cana-3051	68	15	and	and	CCONJ
cana-3051	68	16	higher	high	ADJ
cana-3051	68	17	education	education	NOUN
cana-3051	68	18	levels	level	NOUN
cana-3051	68	19	which	which	PRON
cana-3051	68	20	include	include	VERB
cana-3051	68	21	the	the	DET
cana-3051	68	22	humanities	humanity	NOUN
cana-3051	68	23	.	.	PUNCT
cana-3051	69	1	education	education	NOUN
cana-3051	69	2	5.0	5.0	NUM
cana-3051	69	3	opens	open	VERB
cana-3051	69	4	a	a	DET
cana-3051	69	5	new	new	ADJ
cana-3051	69	6	phase	phase	NOUN
cana-3051	69	7	in	in	ADP
cana-3051	69	8	which	which	PRON
cana-3051	69	9	the	the	DET
cana-3051	69	10	humanist	humanist	ADJ
cana-3051	69	11	ideas	idea	NOUN
cana-3051	69	12	are	be	AUX
cana-3051	69	13	integrated	integrate	VERB
cana-3051	69	14	into	into	ADP
cana-3051	69	15	the	the	DET
cana-3051	69	16	digital	digital	ADJ
cana-3051	69	17	world	world	NOUN
cana-3051	69	18	[	[	X
cana-3051	69	19	25	25	NUM
cana-3051	69	20	]	]	PUNCT
cana-3051	69	21	figure	figure	NOUN
cana-3051	69	22	2	2	NUM
cana-3051	69	23	.	.	PUNCT
cana-3051	69	24	key	key	ADJ
cana-3051	69	25	component	component	NOUN
cana-3051	69	26	of	of	ADP
cana-3051	69	27	smart	smart	ADJ
cana-3051	69	28	education	education	NOUN
cana-3051	69	29	taking	take	VERB
cana-3051	69	30	india	india	PROPN
cana-3051	69	31	as	as	ADP
cana-3051	69	32	an	an	DET
cana-3051	69	33	example	example	NOUN
cana-3051	69	34	,	,	PUNCT
cana-3051	69	35	digital	digital	ADJ
cana-3051	69	36	education	education	NOUN
cana-3051	69	37	is	be	AUX
cana-3051	69	38	divided	divide	VERB
cana-3051	69	39	significantly	significantly	ADV
cana-3051	69	40	into	into	ADP
cana-3051	69	41	two	two	NUM
cana-3051	69	42	areas	area	NOUN
cana-3051	69	43	:	:	PUNCT
cana-3051	69	44	rural	rural	ADJ
cana-3051	69	45	and	and	CCONJ
cana-3051	69	46	urban	urban	ADJ
cana-3051	69	47	.	.	PUNCT
cana-3051	70	1	few	few	ADJ
cana-3051	70	2	challenges	challenge	NOUN
cana-3051	70	3	faced	face	VERB
cana-3051	70	4	by	by	ADP
cana-3051	70	5	education	education	NOUN
cana-3051	70	6	while	while	SCONJ
cana-3051	70	7	implementing	implement	VERB
cana-3051	70	8	the	the	DET
cana-3051	70	9	smart	smart	ADJ
cana-3051	70	10	education	education	NOUN
cana-3051	70	11	in	in	ADP
cana-3051	70	12	higher	high	ADJ
cana-3051	70	13	education	education	NOUN
cana-3051	70	14	[	[	X
cana-3051	70	15	26	26	NUM
cana-3051	70	16	]	]	X
cana-3051	70	17	:	:	PUNCT
cana-3051	70	18	digital	digital	ADJ
cana-3051	70	19	literacy	literacy	NOUN
cana-3051	70	20	:	:	PUNCT
cana-3051	70	21	rate	rate	NOUN
cana-3051	70	22	of	of	ADP
cana-3051	70	23	digital	digital	ADJ
cana-3051	70	24	literacy	literacy	NOUN
cana-3051	70	25	varies	vary	VERB
cana-3051	70	26	from	from	ADP
cana-3051	70	27	geographical	geographical	ADJ
cana-3051	70	28	region	region	NOUN
cana-3051	70	29	to	to	ADP
cana-3051	70	30	region	region	NOUN
cana-3051	70	31	and	and	CCONJ
cana-3051	70	32	this	this	DET
cana-3051	70	33	number	number	NOUN
cana-3051	70	34	is	be	AUX
cana-3051	70	35	far	far	ADV
cana-3051	70	36	from	from	ADP
cana-3051	70	37	adequate	adequate	ADJ
cana-3051	70	38	with	with	ADP
cana-3051	70	39	respect	respect	NOUN
cana-3051	70	40	to	to	ADP
cana-3051	70	41	the	the	DET
cana-3051	70	42	population	population	NOUN
cana-3051	70	43	in	in	ADP
cana-3051	70	44	india	india	PROPN
cana-3051	71	1	[	[	X
cana-3051	71	2	27	27	NUM
cana-3051	71	3	]	]	PUNCT
cana-3051	71	4	.	.	PUNCT
cana-3051	72	1	some	some	DET
cana-3051	72	2	developed	develop	VERB
cana-3051	72	3	countries	country	NOUN
cana-3051	72	4	are	be	AUX
cana-3051	72	5	excelling	excel	VERB
cana-3051	72	6	in	in	ADP
cana-3051	72	7	artificial	artificial	ADJ
cana-3051	72	8	intelligence	intelligence	NOUN
cana-3051	72	9	and	and	CCONJ
cana-3051	72	10	use	use	NOUN
cana-3051	72	11	of	of	ADP
cana-3051	72	12	it	it	PRON
cana-3051	72	13	in	in	ADP
cana-3051	72	14	education	education	NOUN
cana-3051	72	15	as	as	ADV
cana-3051	72	16	well	well	ADV
cana-3051	72	17	whereas	whereas	SCONJ
cana-3051	72	18	on	on	ADP
cana-3051	72	19	the	the	DET
cana-3051	72	20	other	other	ADJ
cana-3051	72	21	hand	hand	NOUN
cana-3051	72	22	more	more	ADJ
cana-3051	72	23	than	than	ADP
cana-3051	72	24	half	half	NOUN
cana-3051	72	25	of	of	ADP
cana-3051	72	26	the	the	DET
cana-3051	72	27	world	world	NOUN
cana-3051	72	28	comes	come	VERB
cana-3051	72	29	under	under	ADP
cana-3051	72	30	the	the	DET
cana-3051	72	31	category	category	NOUN
cana-3051	72	32	of	of	ADP
cana-3051	72	33	developing	develop	VERB
cana-3051	72	34	or	or	CCONJ
cana-3051	72	35	under	under	ADP
cana-3051	72	36	developed	develop	VERB
cana-3051	72	37	countries	country	NOUN
cana-3051	72	38	who	who	PRON
cana-3051	72	39	are	be	AUX
cana-3051	72	40	still	still	ADV
cana-3051	72	41	not	not	PART
cana-3051	72	42	fully	fully	ADV
cana-3051	72	43	aware	aware	ADJ
cana-3051	72	44	of	of	ADP
cana-3051	72	45	the	the	DET
cana-3051	72	46	benefits	benefit	NOUN
cana-3051	72	47	of	of	ADP
cana-3051	72	48	ai	ai	VERB
cana-3051	72	49	in	in	ADP
cana-3051	72	50	education	education	NOUN
cana-3051	72	51	and	and	CCONJ
cana-3051	72	52	yet	yet	ADV
cana-3051	72	53	to	to	PART
cana-3051	72	54	implement	implement	VERB
cana-3051	72	55	it	it	PRON
cana-3051	72	56	in	in	ADP
cana-3051	72	57	education	education	NOUN
cana-3051	72	58	[	[	X
cana-3051	72	59	28	28	NUM
cana-3051	72	60	]	]	PUNCT
cana-3051	72	61	.	.	PUNCT
cana-3051	73	1	internet	internet	NOUN
cana-3051	73	2	connectivity	connectivity	NOUN
cana-3051	73	3	:	:	PUNCT
cana-3051	73	4	in	in	ADP
cana-3051	73	5	rural	rural	ADJ
cana-3051	73	6	parts	part	NOUN
cana-3051	73	7	of	of	ADP
cana-3051	73	8	the	the	DET
cana-3051	73	9	country	country	NOUN
cana-3051	73	10	,	,	PUNCT
cana-3051	73	11	there	there	PRON
cana-3051	73	12	is	be	VERB
cana-3051	73	13	still	still	ADV
cana-3051	73	14	need	need	ADJ
cana-3051	73	15	for	for	ADP
cana-3051	73	16	network	network	NOUN
cana-3051	73	17	connectivity	connectivity	NOUN
cana-3051	73	18	.	.	PUNCT
cana-3051	74	1	lack	lack	NOUN
cana-3051	74	2	of	of	ADP
cana-3051	74	3	this	this	PRON
cana-3051	74	4	directly	directly	ADV
cana-3051	74	5	affects	affect	VERB
cana-3051	74	6	the	the	DET
cana-3051	74	7	growth	growth	NOUN
cana-3051	74	8	of	of	ADP
cana-3051	74	9	smart	smart	ADJ
cana-3051	74	10	education	education	NOUN
cana-3051	74	11	in	in	ADP
cana-3051	74	12	the	the	DET
cana-3051	74	13	country	country	NOUN
cana-3051	74	14	.	.	PUNCT
cana-3051	75	1	[	[	X
cana-3051	75	2	29	29	NUM
cana-3051	75	3	]	]	X
cana-3051	75	4	digital	digital	PROPN
cana-3051	75	5	india	india	PROPN
cana-3051	75	6	report	report	NOUN
cana-3051	75	7	of	of	ADP
cana-3051	75	8	2024	2024	NUM
cana-3051	75	9	starting	start	VERB
cana-3051	75	10	[	[	X
cana-3051	75	11	30	30	NUM
cana-3051	75	12	]	]	PUNCT
cana-3051	75	13	reflected	reflect	VERB
cana-3051	75	14	that	that	DET
cana-3051	75	15	approx	approx	PROPN
cana-3051	75	16	.	.	PUNCT
cana-3051	76	1	52	52	NUM
cana-3051	76	2	percent	percent	NOUN
cana-3051	76	3	of	of	ADP
cana-3051	76	4	the	the	DET
cana-3051	76	5	population	population	NOUN
cana-3051	76	6	is	be	AUX
cana-3051	76	7	internet	internet	NOUN
cana-3051	76	8	users	user	NOUN
cana-3051	76	9	which	which	PRON
cana-3051	76	10	is	be	AUX
cana-3051	76	11	further	far	ADV
cana-3051	76	12	divided	divide	VERB
cana-3051	76	13	into	into	ADP
cana-3051	76	14	rural	rural	ADJ
cana-3051	76	15	and	and	CCONJ
cana-3051	76	16	urban	urban	ADJ
cana-3051	76	17	areas	area	NOUN
cana-3051	76	18	.	.	PUNCT
cana-3051	77	1	network	network	NOUN
cana-3051	77	2	infrastructure	infrastructure	NOUN
cana-3051	77	3	:	:	PUNCT
cana-3051	77	4	the	the	DET
cana-3051	77	5	network	network	NOUN
cana-3051	77	6	infrastructure	infrastructure	NOUN
cana-3051	77	7	refers	refer	VERB
cana-3051	77	8	to	to	ADP
cana-3051	77	9	the	the	DET
cana-3051	77	10	combination	combination	NOUN
cana-3051	77	11	of	of	ADP
cana-3051	77	12	hardware	hardware	NOUN
cana-3051	77	13	as	as	ADV
cana-3051	77	14	well	well	ADV
cana-3051	77	15	as	as	ADP
cana-3051	77	16	software	software	NOUN
cana-3051	77	17	components	component	NOUN
cana-3051	77	18	responsible	responsible	ADJ
cana-3051	77	19	for	for	ADP
cana-3051	77	20	network	network	NOUN
cana-3051	77	21	connectivity	connectivity	NOUN
cana-3051	77	22	and	and	CCONJ
cana-3051	77	23	communication	communication	NOUN
cana-3051	77	24	between	between	ADP
cana-3051	77	25	parties	party	NOUN
cana-3051	77	26	.	.	PUNCT
cana-3051	78	1	many	many	ADJ
cana-3051	78	2	parts	part	NOUN
cana-3051	78	3	of	of	ADP
cana-3051	78	4	developing	develop	VERB
cana-3051	78	5	countries	country	NOUN
cana-3051	78	6	like	like	ADP
cana-3051	78	7	india	india	PROPN
cana-3051	78	8	are	be	AUX
cana-3051	78	9	still	still	ADV
cana-3051	78	10	struggling	struggle	VERB
cana-3051	78	11	for	for	ADP
cana-3051	78	12	internet	internet	NOUN
cana-3051	78	13	connectivity	connectivity	NOUN
cana-3051	78	14	and	and	CCONJ
cana-3051	78	15	those	those	PRON
cana-3051	78	16	who	who	PRON
cana-3051	78	17	have	have	VERB
cana-3051	78	18	this	this	DET
cana-3051	78	19	facility	facility	NOUN
cana-3051	78	20	are	be	AUX
cana-3051	78	21	suffering	suffer	VERB
cana-3051	78	22	from	from	ADP
cana-3051	78	23	bad	bad	ADJ
cana-3051	78	24	infrastructure	infrastructure	NOUN
cana-3051	78	25	support	support	NOUN
cana-3051	78	26	for	for	ADP
cana-3051	78	27	better	well	ADJ
cana-3051	78	28	connectivity	connectivity	NOUN
cana-3051	79	1	[	[	X
cana-3051	79	2	31	31	NUM
cana-3051	79	3	]	]	PUNCT
cana-3051	79	4	.	.	PUNCT
cana-3051	80	1	privacy	privacy	NOUN
cana-3051	80	2	issue	issue	NOUN
cana-3051	80	3	:	:	PUNCT
cana-3051	80	4	lots	lot	NOUN
cana-3051	80	5	of	of	ADP
cana-3051	80	6	data	datum	NOUN
cana-3051	80	7	is	be	AUX
cana-3051	80	8	stored	store	VERB
cana-3051	80	9	digitally	digitally	ADV
cana-3051	80	10	on	on	ADP
cana-3051	80	11	servers	server	NOUN
cana-3051	80	12	and	and	CCONJ
cana-3051	80	13	network	network	NOUN
cana-3051	80	14	storage	storage	NOUN
cana-3051	80	15	to	to	PART
cana-3051	80	16	make	make	VERB
cana-3051	80	17	it	it	PRON
cana-3051	80	18	readily	readily	ADV
cana-3051	80	19	available	available	ADJ
cana-3051	80	20	to	to	ADP
cana-3051	80	21	users	user	NOUN
cana-3051	80	22	and	and	CCONJ
cana-3051	80	23	same	same	ADJ
cana-3051	80	24	goes	go	VERB
cana-3051	80	25	for	for	ADP
cana-3051	80	26	any	any	DET
cana-3051	80	27	education	education	NOUN
cana-3051	80	28	industry	industry	NOUN
cana-3051	80	29	as	as	ADV
cana-3051	80	30	well	well	ADV
cana-3051	80	31	.	.	PUNCT
cana-3051	81	1	privacy	privacy	NOUN
cana-3051	81	2	of	of	ADP
cana-3051	81	3	such	such	ADJ
cana-3051	81	4	data	datum	NOUN
cana-3051	81	5	is	be	AUX
cana-3051	81	6	an	an	DET
cana-3051	81	7	important	important	ADJ
cana-3051	81	8	issue	issue	NOUN
cana-3051	81	9	which	which	PRON
cana-3051	81	10	needs	need	VERB
cana-3051	81	11	to	to	PART
cana-3051	81	12	be	be	AUX
cana-3051	81	13	taken	take	VERB
cana-3051	81	14	care	care	NOUN
cana-3051	81	15	of	of	ADP
cana-3051	81	16	by	by	ADP
cana-3051	81	17	educational	educational	ADJ
cana-3051	81	18	institutions	institution	NOUN
cana-3051	81	19	.	.	PUNCT
cana-3051	82	1	data	datum	NOUN
cana-3051	82	2	breaches	breach	NOUN
cana-3051	82	3	are	be	AUX
cana-3051	82	4	the	the	DET
cana-3051	82	5	most	most	ADV
cana-3051	82	6	common	common	ADJ
cana-3051	82	7	attack	attack	NOUN
cana-3051	82	8	encountered	encounter	VERB
cana-3051	82	9	by	by	ADP
cana-3051	82	10	many	many	ADJ
cana-3051	82	11	sectors	sector	NOUN
cana-3051	82	12	including	include	VERB
cana-3051	82	13	education	education	NOUN
cana-3051	82	14	[	[	X
cana-3051	82	15	32	32	NUM
cana-3051	82	16	]	]	PUNCT
cana-3051	82	17	.	.	PUNCT
cana-3051	83	1	this	this	DET
cana-3051	83	2	issue	issue	NOUN
cana-3051	83	3	can	can	AUX
cana-3051	83	4	have	have	VERB
cana-3051	83	5	hazardous	hazardous	ADJ
cana-3051	83	6	effects	effect	NOUN
cana-3051	83	7	if	if	SCONJ
cana-3051	83	8	not	not	PART
cana-3051	83	9	taken	take	VERB
cana-3051	83	10	care	care	NOUN
cana-3051	83	11	of	of	ADP
cana-3051	83	12	at	at	ADP
cana-3051	83	13	the	the	DET
cana-3051	83	14	right	right	ADJ
cana-3051	83	15	time	time	NOUN
cana-3051	83	16	.	.	PUNCT
cana-3051	84	1	most	most	ADJ
cana-3051	84	2	of	of	ADP
cana-3051	84	3	the	the	DET
cana-3051	84	4	cyber	cyber	NOUN
cana-3051	84	5	attacks	attack	NOUN
cana-3051	84	6	like	like	ADP
cana-3051	84	7	phishing	phishe	VERB
cana-3051	84	8	,	,	PUNCT
cana-3051	84	9	ransome	ransome	NOUN
cana-3051	84	10	-	-	PUNCT
cana-3051	84	11	ware	ware	NOUN
cana-3051	84	12	,	,	PUNCT
cana-3051	84	13	malwares	malware	NOUN
cana-3051	84	14	etc	etc	X
cana-3051	84	15	are	be	AUX
cana-3051	84	16	the	the	DET
cana-3051	84	17	result	result	NOUN
cana-3051	84	18	of	of	ADP
cana-3051	84	19	poor	poor	ADJ
cana-3051	84	20	privacy	privacy	NOUN
cana-3051	84	21	security	security	NOUN
cana-3051	84	22	management	management	NOUN
cana-3051	84	23	.	.	PUNCT
cana-3051	85	1	schools	school	NOUN
cana-3051	85	2	and	and	CCONJ
cana-3051	85	3	universities	university	NOUN
cana-3051	85	4	are	be	AUX
cana-3051	85	5	the	the	DET
cana-3051	85	6	most	most	ADV
cana-3051	85	7	vulnerable	vulnerable	ADJ
cana-3051	85	8	as	as	SCONJ
cana-3051	85	9	they	they	PRON
cana-3051	85	10	consist	consist	VERB
cana-3051	85	11	of	of	ADP
cana-3051	85	12	the	the	DET
cana-3051	85	13	students	student	NOUN
cana-3051	85	14	'	'	PART
cana-3051	85	15	records	record	NOUN
cana-3051	85	16	which	which	PRON
cana-3051	85	17	are	be	AUX
cana-3051	85	18	fresh	fresh	ADJ
cana-3051	85	19	identities	identity	NOUN
cana-3051	85	20	in	in	ADP
cana-3051	85	21	the	the	DET
cana-3051	85	22	cyber	cyber	NOUN
cana-3051	85	23	world	world	NOUN
cana-3051	85	24	and	and	CCONJ
cana-3051	85	25	most	most	ADV
cana-3051	85	26	targeted	target	VERB
cana-3051	85	27	by	by	ADP
cana-3051	85	28	attackers	attacker	NOUN
cana-3051	85	29	[	[	X
cana-3051	85	30	33	33	NUM
cana-3051	85	31	]	]	PUNCT
cana-3051	85	32	.	.	PUNCT
cana-3051	86	1	smart	smart	ADJ
cana-3051	86	2	education	education	NOUN
cana-3051	86	3	teachers	teacher	NOUN
cana-3051	86	4	learners	learner	VERB
cana-3051	86	5	artificial	artificial	ADJ
cana-3051	86	6	intelligence	intelligence	NOUN
cana-3051	86	7	tools	tool	NOUN
cana-3051	86	8	higher	high	ADJ
cana-3051	86	9	education	education	NOUN
cana-3051	86	10	institutes	institute	NOUN
cana-3051	86	11	(	(	PUNCT
cana-3051	86	12	hei	hei	PROPN
cana-3051	86	13	)	)	PUNCT
cana-3051	86	14	communications	communication	NOUN
cana-3051	86	15	on	on	ADP
cana-3051	86	16	applied	apply	VERB
cana-3051	86	17	nonlinear	nonlinear	ADJ
cana-3051	86	18	analysis	analysis	NOUN
cana-3051	86	19	issn	issn	NOUN
cana-3051	86	20	:	:	PUNCT
cana-3051	86	21	1074	1074	NUM
cana-3051	86	22	-	-	PUNCT
cana-3051	86	23	133x	133x	NUM
cana-3051	86	24	vol	vol	NOUN
cana-3051	86	25	32	32	NUM
cana-3051	86	26	no	no	NOUN
cana-3051	86	27	.	.	PUNCT
cana-3051	87	1	5s	5s	NUM
cana-3051	87	2	(	(	PUNCT
cana-3051	87	3	2025	2025	NUM
cana-3051	87	4	)	)	PUNCT
cana-3051	88	1	246	246	NUM
cana-3051	88	2	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3051	88	3	smart	smart	ADJ
cana-3051	88	4	education	education	NOUN
cana-3051	88	5	system	system	NOUN
cana-3051	88	6	has	have	VERB
cana-3051	88	7	many	many	ADJ
cana-3051	88	8	benefits	benefit	NOUN
cana-3051	88	9	but	but	CCONJ
cana-3051	88	10	it	it	PRON
cana-3051	88	11	also	also	ADV
cana-3051	88	12	comprises	comprise	VERB
cana-3051	88	13	risks	risk	NOUN
cana-3051	88	14	associated	associate	VERB
cana-3051	88	15	with	with	ADP
cana-3051	88	16	these	these	DET
cana-3051	88	17	challenges	challenge	NOUN
cana-3051	88	18	.	.	PUNCT
cana-3051	89	1	data	datum	NOUN
cana-3051	89	2	privacy	privacy	NOUN
cana-3051	89	3	and	and	CCONJ
cana-3051	89	4	security	security	NOUN
cana-3051	89	5	have	have	AUX
cana-3051	89	6	been	be	AUX
cana-3051	89	7	the	the	DET
cana-3051	89	8	top	top	NOUN
cana-3051	89	9	most	most	ADJ
cana-3051	89	10	of	of	ADP
cana-3051	89	11	all	all	PRON
cana-3051	89	12	as	as	ADP
cana-3051	89	13	artificial	artificial	ADJ
cana-3051	89	14	intelligence	intelligence	NOUN
cana-3051	89	15	,	,	PUNCT
cana-3051	89	16	the	the	DET
cana-3051	89	17	key	key	ADJ
cana-3051	89	18	component	component	NOUN
cana-3051	89	19	of	of	ADP
cana-3051	89	20	education	education	NOUN
cana-3051	89	21	5.0	5.0	NUM
cana-3051	89	22	[	[	SYM
cana-3051	89	23	34	34	NUM
cana-3051	89	24	]	]	PUNCT
cana-3051	89	25	,	,	PUNCT
cana-3051	89	26	can	can	AUX
cana-3051	89	27	not	not	PART
cana-3051	89	28	be	be	AUX
cana-3051	89	29	of	of	ADP
cana-3051	89	30	use	use	NOUN
cana-3051	89	31	without	without	ADP
cana-3051	89	32	a	a	DET
cana-3051	89	33	proper	proper	ADJ
cana-3051	89	34	network	network	NOUN
cana-3051	89	35	with	with	ADP
cana-3051	89	36	a	a	DET
cana-3051	89	37	secure	secure	ADJ
cana-3051	89	38	mechanism	mechanism	NOUN
cana-3051	89	39	to	to	PART
cana-3051	89	40	protect	protect	VERB
cana-3051	89	41	it	it	PRON
cana-3051	89	42	from	from	ADP
cana-3051	89	43	outside	outside	ADJ
cana-3051	89	44	agents	agent	NOUN
cana-3051	89	45	.	.	PUNCT
cana-3051	90	1	lack	lack	NOUN
cana-3051	90	2	of	of	ADP
cana-3051	90	3	cyber	cyber	NOUN
cana-3051	90	4	awareness	awareness	NOUN
cana-3051	90	5	and	and	CCONJ
cana-3051	90	6	poor	poor	ADJ
cana-3051	90	7	technology	technology	NOUN
cana-3051	90	8	implementation	implementation	NOUN
cana-3051	90	9	attracts	attract	VERB
cana-3051	90	10	cyberattacks	cyberattack	NOUN
cana-3051	90	11	,	,	PUNCT
cana-3051	90	12	thus	thus	ADV
cana-3051	90	13	in	in	ADP
cana-3051	90	14	our	our	PRON
cana-3051	90	15	next	next	ADJ
cana-3051	90	16	section	section	NOUN
cana-3051	90	17	we	we	PRON
cana-3051	90	18	discuss	discuss	VERB
cana-3051	90	19	the	the	DET
cana-3051	90	20	machine	machine	NOUN
cana-3051	90	21	learning	learning	NOUN
cana-3051	90	22	based	base	VERB
cana-3051	90	23	ensemble	ensemble	ADJ
cana-3051	90	24	model	model	NOUN
cana-3051	90	25	which	which	PRON
cana-3051	90	26	may	may	AUX
cana-3051	90	27	help	help	VERB
cana-3051	90	28	the	the	DET
cana-3051	90	29	education	education	NOUN
cana-3051	90	30	sector	sector	NOUN
cana-3051	90	31	if	if	SCONJ
cana-3051	90	32	implemented	implement	VERB
cana-3051	90	33	to	to	PART
cana-3051	90	34	detect	detect	VERB
cana-3051	90	35	the	the	DET
cana-3051	90	36	intrusion	intrusion	NOUN
cana-3051	90	37	within	within	ADP
cana-3051	90	38	their	their	PRON
cana-3051	90	39	network	network	NOUN
cana-3051	90	40	.	.	PUNCT
cana-3051	91	1	4	4	X
cana-3051	91	2	.	.	X
cana-3051	91	3	ensemble	ensemble	ADJ
cana-3051	91	4	learning	learning	NOUN
cana-3051	91	5	in	in	ADP
cana-3051	91	6	security	security	NOUN
cana-3051	91	7	ensemble	ensemble	ADJ
cana-3051	91	8	learning	learning	NOUN
cana-3051	91	9	is	be	AUX
cana-3051	91	10	a	a	DET
cana-3051	91	11	powerful	powerful	ADJ
cana-3051	91	12	machine	machine	NOUN
cana-3051	91	13	learning	learning	NOUN
cana-3051	91	14	technique	technique	NOUN
cana-3051	91	15	that	that	PRON
cana-3051	91	16	combines	combine	VERB
cana-3051	91	17	the	the	DET
cana-3051	91	18	predictions	prediction	NOUN
cana-3051	91	19	of	of	ADP
cana-3051	91	20	multiple	multiple	ADJ
cana-3051	91	21	weaker	weak	ADJ
cana-3051	91	22	models	model	NOUN
cana-3051	91	23	to	to	PART
cana-3051	91	24	create	create	VERB
cana-3051	91	25	a	a	DET
cana-3051	91	26	single	single	ADJ
cana-3051	91	27	,	,	PUNCT
cana-3051	91	28	more	more	ADV
cana-3051	91	29	robust	robust	ADJ
cana-3051	91	30	and	and	CCONJ
cana-3051	91	31	accurate	accurate	ADJ
cana-3051	91	32	model	model	NOUN
cana-3051	91	33	.	.	PUNCT
cana-3051	92	1	in	in	ADP
cana-3051	92	2	the	the	DET
cana-3051	92	3	realm	realm	NOUN
cana-3051	92	4	of	of	ADP
cana-3051	92	5	security	security	NOUN
cana-3051	92	6	,	,	PUNCT
cana-3051	92	7	ensemble	ensemble	ADJ
cana-3051	92	8	learning	learning	NOUN
cana-3051	92	9	is	be	AUX
cana-3051	92	10	gaining	gain	VERB
cana-3051	92	11	traction	traction	NOUN
cana-3051	92	12	due	due	ADP
cana-3051	92	13	to	to	ADP
cana-3051	92	14	its	its	PRON
cana-3051	92	15	ability	ability	NOUN
cana-3051	92	16	to	to	PART
cana-3051	92	17	address	address	VERB
cana-3051	92	18	the	the	DET
cana-3051	92	19	ever	ever	ADV
cana-3051	92	20	-	-	PUNCT
cana-3051	92	21	evolving	evolve	VERB
cana-3051	92	22	landscape	landscape	NOUN
cana-3051	92	23	of	of	ADP
cana-3051	92	24	cyber	cyber	ADJ
cana-3051	92	25	threats	threat	NOUN
cana-3051	92	26	.	.	PUNCT
cana-3051	93	1	it	it	PRON
cana-3051	93	2	can	can	AUX
cana-3051	93	3	be	be	AUX
cana-3051	93	4	used	use	VERB
cana-3051	93	5	for	for	ADP
cana-3051	93	6	a	a	DET
cana-3051	93	7	wider	wide	ADJ
cana-3051	93	8	range	range	NOUN
cana-3051	93	9	of	of	ADP
cana-3051	93	10	attacks	attack	NOUN
cana-3051	93	11	in	in	ADP
cana-3051	93	12	the	the	DET
cana-3051	93	13	cyber	cyber	ADJ
cana-3051	93	14	realm	realm	NOUN
cana-3051	93	15	.	.	PUNCT
cana-3051	94	1	the	the	DET
cana-3051	94	2	intrusion	intrusion	NOUN
cana-3051	94	3	detection	detection	NOUN
cana-3051	94	4	methods	method	NOUN
cana-3051	94	5	can	can	AUX
cana-3051	94	6	be	be	AUX
cana-3051	94	7	enhanced	enhance	VERB
cana-3051	94	8	and	and	CCONJ
cana-3051	94	9	made	make	VERB
cana-3051	94	10	more	more	ADV
cana-3051	94	11	accurate	accurate	ADJ
cana-3051	94	12	if	if	SCONJ
cana-3051	94	13	the	the	DET
cana-3051	94	14	ensemble	ensemble	ADJ
cana-3051	94	15	model	model	NOUN
cana-3051	94	16	is	be	AUX
cana-3051	94	17	implemented	implement	VERB
cana-3051	94	18	.	.	PUNCT
cana-3051	95	1	the	the	DET
cana-3051	95	2	models	model	NOUN
cana-3051	95	3	designed	design	VERB
cana-3051	95	4	by	by	ADP
cana-3051	95	5	implementing	implement	VERB
cana-3051	95	6	ensemble	ensemble	ADJ
cana-3051	95	7	learning	learning	NOUN
cana-3051	95	8	consist	consist	NOUN
cana-3051	95	9	of	of	ADP
cana-3051	95	10	various	various	ADJ
cana-3051	95	11	machine	machine	NOUN
cana-3051	95	12	learning	learning	NOUN
cana-3051	95	13	models	model	NOUN
cana-3051	95	14	which	which	PRON
cana-3051	95	15	are	be	AUX
cana-3051	95	16	trained	train	VERB
cana-3051	95	17	on	on	ADP
cana-3051	95	18	the	the	DET
cana-3051	95	19	same	same	ADJ
cana-3051	95	20	data	datum	NOUN
cana-3051	95	21	set	set	VERB
cana-3051	95	22	[	[	X
cana-3051	95	23	35	35	NUM
cana-3051	95	24	]	]	PUNCT
cana-3051	95	25	.	.	PUNCT
cana-3051	96	1	these	these	DET
cana-3051	96	2	types	type	NOUN
cana-3051	96	3	of	of	ADP
cana-3051	96	4	models	model	NOUN
cana-3051	96	5	are	be	AUX
cana-3051	96	6	more	more	ADV
cana-3051	96	7	diverse	diverse	ADJ
cana-3051	96	8	in	in	ADP
cana-3051	96	9	nature	nature	NOUN
cana-3051	96	10	which	which	PRON
cana-3051	96	11	helps	help	VERB
cana-3051	96	12	in	in	ADP
cana-3051	96	13	identifying	identify	VERB
cana-3051	96	14	different	different	ADJ
cana-3051	96	15	features	feature	NOUN
cana-3051	96	16	and	and	CCONJ
cana-3051	96	17	patterns	pattern	NOUN
cana-3051	96	18	in	in	ADP
cana-3051	96	19	data	datum	NOUN
cana-3051	96	20	,	,	PUNCT
cana-3051	96	21	which	which	PRON
cana-3051	96	22	make	make	VERB
cana-3051	96	23	these	these	DET
cana-3051	96	24	models	model	NOUN
cana-3051	96	25	more	more	ADV
cana-3051	96	26	robust	robust	ADJ
cana-3051	96	27	in	in	ADP
cana-3051	96	28	intrusion	intrusion	NOUN
cana-3051	96	29	detection	detection	NOUN
cana-3051	96	30	systems	system	NOUN
cana-3051	96	31	[	[	X
cana-3051	96	32	36	36	NUM
cana-3051	96	33	]	]	PUNCT
cana-3051	96	34	.	.	PUNCT
cana-3051	97	1	the	the	DET
cana-3051	97	2	final	final	ADJ
cana-3051	97	3	result	result	NOUN
cana-3051	97	4	is	be	AUX
cana-3051	97	5	concluded	conclude	VERB
cana-3051	97	6	by	by	ADP
cana-3051	97	7	combining	combine	VERB
cana-3051	97	8	the	the	DET
cana-3051	97	9	prediction	prediction	NOUN
cana-3051	97	10	analysis	analysis	NOUN
cana-3051	97	11	done	do	VERB
cana-3051	97	12	by	by	ADP
cana-3051	97	13	various	various	ADJ
cana-3051	97	14	ml	ml	NOUN
cana-3051	97	15	algorithms	algorithm	NOUN
cana-3051	97	16	.	.	PUNCT
cana-3051	98	1	the	the	DET
cana-3051	98	2	combining	combine	VERB
cana-3051	98	3	is	be	AUX
cana-3051	98	4	done	do	VERB
cana-3051	98	5	by	by	ADP
cana-3051	98	6	various	various	ADJ
cana-3051	98	7	ensemble	ensemble	ADJ
cana-3051	98	8	techniques	technique	NOUN
cana-3051	98	9	:	:	PUNCT
cana-3051	98	10	common	common	ADJ
cana-3051	98	11	ensemble	ensemble	ADJ
cana-3051	98	12	techniques	technique	NOUN
cana-3051	98	13	used	use	VERB
cana-3051	98	14	in	in	ADP
cana-3051	98	15	security	security	NOUN
cana-3051	98	16	[	[	X
cana-3051	98	17	37	37	NUM
cana-3051	98	18	]	]	X
cana-3051	99	1	[	[	X
cana-3051	99	2	38	38	NUM
cana-3051	99	3	]	]	SYM
cana-3051	99	4	:	:	PUNCT
cana-3051	99	5	•	•	NUM
cana-3051	99	6	bagging	bagging	NOUN
cana-3051	99	7	(	(	PUNCT
cana-3051	99	8	bootstrap	bootstrap	NOUN
cana-3051	99	9	aggregating	aggregating	NOUN
cana-3051	99	10	):	):	PUNCT
cana-3051	99	11	trains	train	VERB
cana-3051	99	12	multiple	multiple	ADJ
cana-3051	99	13	models	model	NOUN
cana-3051	99	14	on	on	ADP
cana-3051	99	15	different	different	ADJ
cana-3051	99	16	subsets	subset	NOUN
cana-3051	99	17	of	of	ADP
cana-3051	99	18	data	datum	NOUN
cana-3051	99	19	with	with	ADP
cana-3051	99	20	replacement	replacement	NOUN
cana-3051	99	21	,	,	PUNCT
cana-3051	99	22	then	then	ADV
cana-3051	99	23	aggregates	aggregate	VERB
cana-3051	99	24	their	their	PRON
cana-3051	99	25	predictions	prediction	NOUN
cana-3051	99	26	through	through	ADP
cana-3051	99	27	techniques	technique	NOUN
cana-3051	99	28	like	like	ADP
cana-3051	99	29	averaging	average	VERB
cana-3051	99	30	or	or	CCONJ
cana-3051	99	31	voting	voting	NOUN
cana-3051	99	32	.	.	PUNCT
cana-3051	100	1	•	•	PUNCT
cana-3051	100	2	boosting	boost	VERB
cana-3051	100	3	:	:	PUNCT
cana-3051	100	4	trains	train	NOUN
cana-3051	100	5	models	model	NOUN
cana-3051	100	6	sequentially	sequentially	ADV
cana-3051	100	7	,	,	PUNCT
cana-3051	100	8	where	where	SCONJ
cana-3051	100	9	each	each	DET
cana-3051	100	10	subsequent	subsequent	ADJ
cana-3051	100	11	model	model	NOUN
cana-3051	100	12	focuses	focus	VERB
cana-3051	100	13	on	on	ADP
cana-3051	100	14	the	the	DET
cana-3051	100	15	errors	error	NOUN
cana-3051	100	16	made	make	VERB
cana-3051	100	17	by	by	ADP
cana-3051	100	18	the	the	DET
cana-3051	100	19	previous	previous	ADJ
cana-3051	100	20	one	one	NOUN
cana-3051	100	21	,	,	PUNCT
cana-3051	100	22	ultimately	ultimately	ADV
cana-3051	100	23	leading	lead	VERB
cana-3051	100	24	to	to	ADP
cana-3051	100	25	a	a	DET
cana-3051	100	26	more	more	ADV
cana-3051	100	27	robust	robust	ADJ
cana-3051	100	28	ensemble	ensemble	ADJ
cana-3051	100	29	.	.	PUNCT
cana-3051	101	1	•	•	NUM
cana-3051	101	2	stacking	stacking	NOUN
cana-3051	101	3	:	:	PUNCT
cana-3051	101	4	trains	train	VERB
cana-3051	101	5	a	a	DET
cana-3051	101	6	meta	meta	ADJ
cana-3051	101	7	-	-	PUNCT
cana-3051	101	8	learner	learner	NOUN
cana-3051	101	9	model	model	NOUN
cana-3051	101	10	that	that	PRON
cana-3051	101	11	combines	combine	VERB
cana-3051	101	12	the	the	DET
cana-3051	101	13	predictions	prediction	NOUN
cana-3051	101	14	of	of	ADP
cana-3051	101	15	several	several	ADJ
cana-3051	101	16	base	base	NOUN
cana-3051	101	17	-	-	PUNCT
cana-3051	101	18	learner	learner	NOUN
cana-3051	101	19	models	model	NOUN
cana-3051	101	20	to	to	PART
cana-3051	101	21	generate	generate	VERB
cana-3051	101	22	the	the	DET
cana-3051	101	23	final	final	ADJ
cana-3051	101	24	prediction	prediction	NOUN
cana-3051	101	25	.	.	PUNCT
cana-3051	102	1	figure	figure	NOUN
cana-3051	102	2	3	3	NUM
cana-3051	102	3	.	.	PUNCT
cana-3051	102	4	benefits	benefit	NOUN
cana-3051	102	5	of	of	ADP
cana-3051	102	6	ensemble	ensemble	ADJ
cana-3051	102	7	learning	learning	NOUN
cana-3051	102	8	models	model	NOUN
cana-3051	102	9	in	in	ADP
cana-3051	102	10	cyber	cyber	ADJ
cana-3051	102	11	security	security	NOUN
cana-3051	102	12	5	5	NUM
cana-3051	102	13	.	.	PUNCT
cana-3051	103	1	secure	secure	VERB
cana-3051	103	2	smart	smart	ADJ
cana-3051	103	3	education	education	NOUN
cana-3051	103	4	system	system	NOUN
cana-3051	103	5	(	(	PUNCT
cana-3051	103	6	ssedus	ssedus	NOUN
cana-3051	103	7	)	)	PUNCT
cana-3051	103	8	in	in	ADP
cana-3051	103	9	our	our	PRON
cana-3051	103	10	research	research	NOUN
cana-3051	103	11	we	we	PRON
cana-3051	103	12	intended	intend	VERB
cana-3051	103	13	to	to	PART
cana-3051	103	14	combine	combine	VERB
cana-3051	103	15	ensemble	ensemble	ADJ
cana-3051	103	16	learning	learning	NOUN
cana-3051	103	17	for	for	ADP
cana-3051	103	18	network	network	NOUN
cana-3051	103	19	security	security	NOUN
cana-3051	103	20	in	in	ADP
cana-3051	103	21	smart	smart	ADJ
cana-3051	103	22	education	education	NOUN
cana-3051	103	23	due	due	ADP
cana-3051	103	24	to	to	ADP
cana-3051	103	25	the	the	DET
cana-3051	103	26	high	high	ADJ
cana-3051	103	27	dependency	dependency	NOUN
cana-3051	103	28	of	of	ADP
cana-3051	103	29	internet	internet	NOUN
cana-3051	103	30	networks	network	NOUN
cana-3051	103	31	in	in	ADP
cana-3051	103	32	it	it	PRON
cana-3051	103	33	.	.	PUNCT
cana-3051	104	1	our	our	PRON
cana-3051	104	2	proposed	propose	VERB
cana-3051	104	3	model	model	NOUN
cana-3051	104	4	emphasizes	emphasize	VERB
cana-3051	104	5	the	the	DET
cana-3051	104	6	security	security	NOUN
cana-3051	104	7	issue	issue	NOUN
cana-3051	104	8	communications	communication	NOUN
cana-3051	104	9	on	on	ADP
cana-3051	104	10	applied	apply	VERB
cana-3051	104	11	nonlinear	nonlinear	ADJ
cana-3051	104	12	analysis	analysis	NOUN
cana-3051	104	13	issn	issn	NOUN
cana-3051	104	14	:	:	PUNCT
cana-3051	104	15	1074	1074	NUM
cana-3051	104	16	-	-	PUNCT
cana-3051	104	17	133x	133x	NUM
cana-3051	104	18	vol	vol	NOUN
cana-3051	104	19	32	32	NUM
cana-3051	104	20	no	no	NOUN
cana-3051	104	21	.	.	PUNCT
cana-3051	105	1	5s	5s	NUM
cana-3051	105	2	(	(	PUNCT
cana-3051	105	3	2025	2025	NUM
cana-3051	105	4	)	)	PUNCT
cana-3051	105	5	247	247	NUM
cana-3051	105	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3051	105	7	acknowledged	acknowledge	VERB
cana-3051	105	8	earlier	early	ADV
cana-3051	105	9	.	.	PUNCT
cana-3051	106	1	our	our	PRON
cana-3051	106	2	model	model	NOUN
cana-3051	106	3	uses	use	VERB
cana-3051	106	4	the	the	DET
cana-3051	106	5	hybrid	hybrid	NOUN
cana-3051	106	6	model	model	NOUN
cana-3051	106	7	which	which	PRON
cana-3051	106	8	combines	combine	VERB
cana-3051	106	9	the	the	DET
cana-3051	106	10	traditional	traditional	ADJ
cana-3051	106	11	machine	machine	NOUN
cana-3051	106	12	learning	learning	NOUN
cana-3051	106	13	(	(	PUNCT
cana-3051	106	14	ml	ml	NOUN
cana-3051	106	15	)	)	PUNCT
cana-3051	106	16	algorithms	algorithm	NOUN
cana-3051	106	17	with	with	ADP
cana-3051	106	18	the	the	DET
cana-3051	106	19	ensemble	ensemble	ADJ
cana-3051	106	20	model	model	NOUN
cana-3051	106	21	to	to	PART
cana-3051	106	22	enhance	enhance	VERB
cana-3051	106	23	the	the	DET
cana-3051	106	24	overall	overall	ADJ
cana-3051	106	25	performance	performance	NOUN
cana-3051	106	26	of	of	ADP
cana-3051	106	27	the	the	DET
cana-3051	106	28	proposed	propose	VERB
cana-3051	106	29	ssedus	ssedus	PROPN
cana-3051	106	30	model	model	NOUN
cana-3051	106	31	.	.	PUNCT
cana-3051	107	1	the	the	DET
cana-3051	107	2	traditional	traditional	ADJ
cana-3051	107	3	ml	ml	NOUN
cana-3051	107	4	algorithms	algorithm	NOUN
cana-3051	107	5	are	be	AUX
cana-3051	107	6	also	also	ADV
cana-3051	107	7	known	know	VERB
cana-3051	107	8	as	as	ADP
cana-3051	107	9	classical	classical	ADJ
cana-3051	107	10	learning	learning	NOUN
cana-3051	107	11	algorithms	algorithm	NOUN
cana-3051	107	12	,	,	PUNCT
cana-3051	107	13	the	the	DET
cana-3051	107	14	foundation	foundation	NOUN
cana-3051	107	15	of	of	ADP
cana-3051	107	16	machine	machine	NOUN
cana-3051	107	17	learning	learn	VERB
cana-3051	107	18	[	[	X
cana-3051	107	19	39	39	NUM
cana-3051	107	20	]	]	PUNCT
cana-3051	107	21	.	.	PUNCT
cana-3051	108	1	in	in	ADP
cana-3051	108	2	our	our	PRON
cana-3051	108	3	proposed	propose	VERB
cana-3051	108	4	methodology	methodology	NOUN
cana-3051	108	5	,	,	PUNCT
cana-3051	108	6	we	we	PRON
cana-3051	108	7	have	have	AUX
cana-3051	108	8	used	use	VERB
cana-3051	108	9	decision	decision	NOUN
cana-3051	108	10	tree	tree	NOUN
cana-3051	108	11	and	and	CCONJ
cana-3051	108	12	random	random	ADJ
cana-3051	108	13	forest	forest	NOUN
cana-3051	108	14	traditional	traditional	ADJ
cana-3051	108	15	machine	machine	NOUN
cana-3051	108	16	learning	learn	VERB
cana-3051	108	17	algorithms	algorithm	NOUN
cana-3051	108	18	and	and	CCONJ
cana-3051	108	19	xgboost	xgboost	NOUN
cana-3051	108	20	(	(	PUNCT
cana-3051	108	21	gradient	gradient	ADJ
cana-3051	108	22	boosting	boost	VERB
cana-3051	108	23	algorithm	algorithm	NOUN
cana-3051	108	24	)	)	PUNCT
cana-3051	108	25	for	for	ADP
cana-3051	108	26	ensemble	ensemble	ADJ
cana-3051	108	27	methods	method	NOUN
cana-3051	108	28	.	.	PUNCT
cana-3051	109	1	decision	decision	NOUN
cana-3051	109	2	tree	tree	NOUN
cana-3051	109	3	algorithms	algorithm	NOUN
cana-3051	109	4	are	be	AUX
cana-3051	109	5	selected	select	VERB
cana-3051	109	6	for	for	ADP
cana-3051	109	7	effective	effective	ADJ
cana-3051	109	8	handling	handling	NOUN
cana-3051	109	9	of	of	ADP
cana-3051	109	10	labeled	label	VERB
cana-3051	109	11	,	,	PUNCT
cana-3051	109	12	categorised	categorise	VERB
cana-3051	109	13	and	and	CCONJ
cana-3051	109	14	numerical	numerical	ADJ
cana-3051	109	15	data	datum	NOUN
cana-3051	109	16	but	but	CCONJ
cana-3051	109	17	since	since	SCONJ
cana-3051	109	18	it	it	PRON
cana-3051	109	19	comes	come	VERB
cana-3051	109	20	with	with	ADP
cana-3051	109	21	a	a	DET
cana-3051	109	22	problem	problem	NOUN
cana-3051	109	23	of	of	ADP
cana-3051	109	24	overfitting	overfitte	VERB
cana-3051	109	25	[	[	X
cana-3051	109	26	40	40	NUM
cana-3051	109	27	]	]	PUNCT
cana-3051	109	28	,	,	PUNCT
cana-3051	109	29	we	we	PRON
cana-3051	109	30	have	have	AUX
cana-3051	109	31	combined	combine	VERB
cana-3051	109	32	it	it	PRON
cana-3051	109	33	with	with	ADP
cana-3051	109	34	random	random	ADJ
cana-3051	109	35	forest	forest	NOUN
cana-3051	109	36	as	as	ADP
cana-3051	109	37	an	an	DET
cana-3051	109	38	improvement	improvement	NOUN
cana-3051	109	39	on	on	ADP
cana-3051	109	40	it	it	PRON
cana-3051	109	41	.	.	PUNCT
cana-3051	110	1	random	random	ADJ
cana-3051	110	2	forest	forest	NOUN
cana-3051	110	3	creates	create	VERB
cana-3051	110	4	multiple	multiple	ADJ
cana-3051	110	5	trees	tree	NOUN
cana-3051	110	6	and	and	CCONJ
cana-3051	110	7	combines	combine	VERB
cana-3051	110	8	their	their	PRON
cana-3051	110	9	predictions	prediction	NOUN
cana-3051	110	10	,	,	PUNCT
cana-3051	110	11	often	often	ADV
cana-3051	110	12	resulting	result	VERB
cana-3051	110	13	in	in	ADP
cana-3051	110	14	better	well	ADJ
cana-3051	110	15	accuracy	accuracy	NOUN
cana-3051	110	16	than	than	ADP
cana-3051	110	17	individual	individual	ADJ
cana-3051	110	18	trees	tree	NOUN
cana-3051	110	19	.	.	PUNCT
cana-3051	111	1	random	random	ADJ
cana-3051	111	2	forest	forest	NOUN
cana-3051	111	3	is	be	AUX
cana-3051	111	4	also	also	ADV
cana-3051	111	5	used	use	VERB
cana-3051	111	6	as	as	ADP
cana-3051	111	7	an	an	DET
cana-3051	111	8	ensemble	ensemble	ADJ
cana-3051	111	9	method	method	NOUN
cana-3051	111	10	in	in	ADP
cana-3051	111	11	the	the	DET
cana-3051	111	12	ssedus	ssedus	ADJ
cana-3051	111	13	model	model	NOUN
cana-3051	111	14	.	.	PUNCT
cana-3051	112	1	we	we	PRON
cana-3051	112	2	have	have	AUX
cana-3051	112	3	done	do	VERB
cana-3051	112	4	bootstrap	bootstrap	NOUN
cana-3051	112	5	aggregation	aggregation	NOUN
cana-3051	112	6	by	by	ADP
cana-3051	112	7	random	random	ADJ
cana-3051	112	8	forest	forest	NOUN
cana-3051	112	9	and	and	CCONJ
cana-3051	112	10	applied	apply	VERB
cana-3051	112	11	a	a	DET
cana-3051	112	12	decision	decision	NOUN
cana-3051	112	13	tree	tree	NOUN
cana-3051	112	14	on	on	ADP
cana-3051	112	15	each	each	DET
cana-3051	112	16	sample	sample	NOUN
cana-3051	112	17	generated	generate	VERB
cana-3051	112	18	by	by	ADP
cana-3051	112	19	bootstrap	bootstrap	NOUN
cana-3051	112	20	aggregation	aggregation	NOUN
cana-3051	112	21	.	.	PUNCT
cana-3051	113	1	voting	voting	NOUN
cana-3051	113	2	mechanism	mechanism	NOUN
cana-3051	113	3	is	be	AUX
cana-3051	113	4	done	do	VERB
cana-3051	113	5	at	at	ADP
cana-3051	113	6	each	each	DET
cana-3051	113	7	node	node	NOUN
cana-3051	113	8	for	for	ADP
cana-3051	113	9	the	the	DET
cana-3051	113	10	prediction	prediction	NOUN
cana-3051	113	11	and	and	CCONJ
cana-3051	113	12	prediction	prediction	NOUN
cana-3051	113	13	with	with	ADP
cana-3051	113	14	majority	majority	NOUN
cana-3051	113	15	vote	vote	NOUN
cana-3051	113	16	is	be	AUX
cana-3051	113	17	the	the	DET
cana-3051	113	18	final	final	ADJ
cana-3051	113	19	verdict	verdict	NOUN
cana-3051	113	20	.	.	PUNCT
cana-3051	114	1	figure	figure	NOUN
cana-3051	114	2	4	4	NUM
cana-3051	114	3	.	.	PUNCT
cana-3051	114	4	block	block	NOUN
cana-3051	114	5	diagram	diagram	NOUN
cana-3051	114	6	of	of	ADP
cana-3051	114	7	proposed	propose	VERB
cana-3051	114	8	ssedus	ssedus	PROPN
cana-3051	114	9	model	model	NOUN
cana-3051	114	10	.	.	PUNCT
cana-3051	115	1	along	along	ADP
cana-3051	115	2	with	with	ADP
cana-3051	115	3	the	the	DET
cana-3051	115	4	traditional	traditional	ADJ
cana-3051	115	5	method	method	NOUN
cana-3051	115	6	,	,	PUNCT
cana-3051	115	7	gradient	gradient	ADJ
cana-3051	115	8	boosting	boost	VERB
cana-3051	115	9	technique	technique	NOUN
cana-3051	115	10	is	be	AUX
cana-3051	115	11	also	also	ADV
cana-3051	115	12	used	use	VERB
cana-3051	115	13	to	to	PART
cana-3051	115	14	create	create	VERB
cana-3051	115	15	a	a	DET
cana-3051	115	16	stronger	strong	ADJ
cana-3051	115	17	predictive	predictive	ADJ
cana-3051	115	18	model	model	NOUN
cana-3051	115	19	by	by	ADP
cana-3051	115	20	combining	combine	VERB
cana-3051	115	21	various	various	ADJ
cana-3051	115	22	weak	weak	ADJ
cana-3051	115	23	learners	learner	NOUN
cana-3051	115	24	.	.	PUNCT
cana-3051	116	1	the	the	DET
cana-3051	116	2	evaluation	evaluation	NOUN
cana-3051	116	3	phase	phase	NOUN
cana-3051	116	4	consists	consist	VERB
cana-3051	116	5	of	of	ADP
cana-3051	116	6	evaluation	evaluation	NOUN
cana-3051	116	7	of	of	ADP
cana-3051	116	8	performance	performance	NOUN
cana-3051	116	9	of	of	ADP
cana-3051	116	10	each	each	DET
cana-3051	116	11	model	model	NOUN
cana-3051	116	12	and	and	CCONJ
cana-3051	116	13	later	later	ADV
cana-3051	116	14	on	on	ADP
cana-3051	116	15	conducting	conduct	VERB
cana-3051	116	16	the	the	DET
cana-3051	116	17	classification	classification	NOUN
cana-3051	116	18	analysis	analysis	NOUN
cana-3051	116	19	of	of	ADP
cana-3051	116	20	the	the	DET
cana-3051	116	21	combined	combined	ADJ
cana-3051	116	22	model	model	NOUN
cana-3051	116	23	using	use	VERB
cana-3051	116	24	evaluation	evaluation	NOUN
cana-3051	116	25	techniques	technique	NOUN
cana-3051	116	26	.	.	PUNCT
cana-3051	117	1	a	a	DET
cana-3051	117	2	confusion	confusion	NOUN
cana-3051	117	3	matrix	matrix	NOUN
cana-3051	117	4	is	be	AUX
cana-3051	117	5	used	use	VERB
cana-3051	117	6	for	for	ADP
cana-3051	117	7	performance	performance	NOUN
cana-3051	117	8	evaluation	evaluation	NOUN
cana-3051	117	9	of	of	ADP
cana-3051	117	10	classification	classification	NOUN
cana-3051	117	11	algorithms	algorithm	NOUN
cana-3051	117	12	[	[	X
cana-3051	117	13	41	41	NUM
cana-3051	117	14	]	]	PUNCT
cana-3051	117	15	,	,	PUNCT
cana-3051	117	16	showing	show	VERB
cana-3051	117	17	positive	positive	ADJ
cana-3051	117	18	and	and	CCONJ
cana-3051	117	19	negative	negative	ADJ
cana-3051	117	20	predictions	prediction	NOUN
cana-3051	117	21	.	.	PUNCT
cana-3051	118	1	another	another	DET
cana-3051	118	2	evaluation	evaluation	NOUN
cana-3051	118	3	method	method	NOUN
cana-3051	118	4	implemented	implement	VERB
cana-3051	118	5	was	be	AUX
cana-3051	118	6	crossvalidation	crossvalidation	NOUN
cana-3051	118	7	by	by	ADP
cana-3051	118	8	dividing	divide	VERB
cana-3051	118	9	the	the	DET
cana-3051	118	10	dataset	dataset	NOUN
cana-3051	118	11	into	into	ADP
cana-3051	118	12	multiple	multiple	ADJ
cana-3051	118	13	folds	fold	NOUN
cana-3051	118	14	for	for	ADP
cana-3051	118	15	training	training	NOUN
cana-3051	118	16	and	and	CCONJ
cana-3051	118	17	testing	testing	NOUN
cana-3051	118	18	.	.	PUNCT
cana-3051	119	1	the	the	DET
cana-3051	119	2	performance	performance	NOUN
cana-3051	119	3	metrics	metric	NOUN
cana-3051	119	4	used	use	VERB
cana-3051	119	5	are	be	AUX
cana-3051	119	6	[	[	X
cana-3051	119	7	42	42	NUM
cana-3051	119	8	]	]	SYM
cana-3051	119	9	:	:	PUNCT
cana-3051	119	10	•	•	NUM
cana-3051	119	11	accuracy	accuracy	NOUN
cana-3051	119	12	:	:	PUNCT
cana-3051	119	13	the	the	DET
cana-3051	119	14	overall	overall	ADJ
cana-3051	119	15	proportion	proportion	NOUN
cana-3051	119	16	of	of	ADP
cana-3051	119	17	correct	correct	ADJ
cana-3051	119	18	predictions	prediction	NOUN
cana-3051	119	19	(	(	PUNCT
cana-3051	119	20	both	both	CCONJ
cana-3051	119	21	true	true	ADJ
cana-3051	119	22	positives	positive	NOUN
cana-3051	119	23	and	and	CCONJ
cana-3051	119	24	true	true	ADJ
cana-3051	119	25	negatives	negative	NOUN
cana-3051	119	26	)	)	PUNCT
cana-3051	119	27	.	.	PUNCT
cana-3051	120	1	•	•	NUM
cana-3051	120	2	precision	precision	NOUN
cana-3051	120	3	:	:	PUNCT
cana-3051	120	4	the	the	DET
cana-3051	120	5	proportion	proportion	NOUN
cana-3051	120	6	of	of	ADP
cana-3051	120	7	positive	positive	ADJ
cana-3051	120	8	predictions	prediction	NOUN
cana-3051	120	9	that	that	PRON
cana-3051	120	10	are	be	AUX
cana-3051	120	11	actually	actually	ADV
cana-3051	120	12	correct	correct	ADJ
cana-3051	120	13	(	(	PUNCT
cana-3051	120	14	true	true	ADJ
cana-3051	120	15	positives	positive	NOUN
cana-3051	120	16	out	out	ADP
cana-3051	120	17	of	of	ADP
cana-3051	120	18	all	all	DET
cana-3051	120	19	positive	positive	ADJ
cana-3051	120	20	predictions	prediction	NOUN
cana-3051	120	21	)	)	PUNCT
cana-3051	120	22	.	.	PUNCT
cana-3051	121	1	•	•	NUM
cana-3051	121	2	recall	recall	NOUN
cana-3051	121	3	(	(	PUNCT
cana-3051	121	4	sensitivity	sensitivity	NOUN
cana-3051	121	5	):	):	PUNCT
cana-3051	121	6	the	the	DET
cana-3051	121	7	proportion	proportion	NOUN
cana-3051	121	8	of	of	ADP
cana-3051	121	9	actual	actual	ADJ
cana-3051	121	10	positives	positive	NOUN
cana-3051	121	11	that	that	PRON
cana-3051	121	12	are	be	AUX
cana-3051	121	13	correctly	correctly	ADV
cana-3051	121	14	identified	identify	VERB
cana-3051	121	15	(	(	PUNCT
cana-3051	121	16	true	true	ADJ
cana-3051	121	17	positives	positive	NOUN
cana-3051	121	18	out	out	ADP
cana-3051	121	19	of	of	ADP
cana-3051	121	20	all	all	DET
cana-3051	121	21	actual	actual	ADJ
cana-3051	121	22	positives	positive	NOUN
cana-3051	121	23	)	)	PUNCT
cana-3051	121	24	.	.	PUNCT
cana-3051	122	1	•	•	NUM
cana-3051	122	2	f1	f1	NOUN
cana-3051	122	3	-	-	PUNCT
cana-3051	122	4	score	score	NOUN
cana-3051	122	5	:	:	PUNCT
cana-3051	122	6	the	the	DET
cana-3051	122	7	harmonic	harmonic	ADJ
cana-3051	122	8	mean	mean	NOUN
cana-3051	122	9	of	of	ADP
cana-3051	122	10	precision	precision	NOUN
cana-3051	122	11	and	and	CCONJ
cana-3051	122	12	recall	recall	NOUN
cana-3051	122	13	,	,	PUNCT
cana-3051	122	14	providing	provide	VERB
cana-3051	122	15	a	a	DET
cana-3051	122	16	balance	balance	NOUN
cana-3051	122	17	between	between	ADP
cana-3051	122	18	the	the	DET
cana-3051	122	19	two	two	NUM
cana-3051	122	20	.	.	PUNCT
cana-3051	123	1	•	•	NUM
cana-3051	123	2	false	false	ADJ
cana-3051	123	3	positive	positive	ADJ
cana-3051	123	4	rate	rate	NOUN
cana-3051	123	5	(	(	PUNCT
cana-3051	123	6	fpr	fpr	NOUN
cana-3051	123	7	):	):	PUNCT
cana-3051	123	8	the	the	DET
cana-3051	123	9	proportion	proportion	NOUN
cana-3051	123	10	of	of	ADP
cana-3051	123	11	negative	negative	ADJ
cana-3051	123	12	instances	instance	NOUN
cana-3051	123	13	incorrectly	incorrectly	ADV
cana-3051	123	14	classified	classify	VERB
cana-3051	123	15	as	as	ADP
cana-3051	123	16	positive	positive	ADJ
cana-3051	123	17	.	.	PUNCT
cana-3051	124	1	communications	communication	NOUN
cana-3051	124	2	on	on	ADP
cana-3051	124	3	applied	apply	VERB
cana-3051	124	4	nonlinear	nonlinear	ADJ
cana-3051	124	5	analysis	analysis	NOUN
cana-3051	124	6	issn	issn	NOUN
cana-3051	124	7	:	:	PUNCT
cana-3051	124	8	1074	1074	NUM
cana-3051	124	9	-	-	PUNCT
cana-3051	124	10	133x	133x	NUM
cana-3051	124	11	vol	vol	NOUN
cana-3051	124	12	32	32	NUM
cana-3051	124	13	no	no	NOUN
cana-3051	124	14	.	.	PUNCT
cana-3051	125	1	5s	5s	NUM
cana-3051	125	2	(	(	PUNCT
cana-3051	125	3	2025	2025	NUM
cana-3051	125	4	)	)	PUNCT
cana-3051	125	5	248	248	NUM
cana-3051	125	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-3051	125	7	•	•	NOUN
cana-3051	125	8	true	true	ADJ
cana-3051	125	9	positive	positive	ADJ
cana-3051	125	10	rate	rate	NOUN
cana-3051	125	11	(	(	PUNCT
cana-3051	125	12	tpr	tpr	NOUN
cana-3051	125	13	):	):	PUNCT
cana-3051	125	14	the	the	DET
cana-3051	125	15	proportion	proportion	NOUN
cana-3051	125	16	of	of	ADP
cana-3051	125	17	positive	positive	ADJ
cana-3051	125	18	instances	instance	NOUN
cana-3051	125	19	correctly	correctly	ADV
cana-3051	125	20	classified	classify	VERB
cana-3051	125	21	as	as	ADP
cana-3051	125	22	positive	positive	ADJ
cana-3051	125	23	(	(	PUNCT
cana-3051	125	24	same	same	ADJ
cana-3051	125	25	as	as	ADP
cana-3051	125	26	recall	recall	NOUN
cana-3051	125	27	)	)	PUNCT
cana-3051	125	28	.	.	PUNCT
cana-3051	126	1	6	6	X
cana-3051	126	2	.	.	X
cana-3051	126	3	result	result	NOUN
cana-3051	126	4	and	and	CCONJ
cana-3051	126	5	conclusion	conclusion	NOUN
cana-3051	126	6	:	:	PUNCT
cana-3051	126	7	in	in	ADP
cana-3051	126	8	this	this	DET
cana-3051	126	9	study	study	NOUN
cana-3051	126	10	,	,	PUNCT
cana-3051	126	11	we	we	PRON
cana-3051	126	12	used	use	VERB
cana-3051	126	13	our	our	PRON
cana-3051	126	14	university	university	NOUN
cana-3051	126	15	network	network	NOUN
cana-3051	126	16	traffic	traffic	NOUN
cana-3051	126	17	data	datum	NOUN
cana-3051	126	18	but	but	CCONJ
cana-3051	126	19	it	it	PRON
cana-3051	126	20	was	be	AUX
cana-3051	126	21	not	not	PART
cana-3051	126	22	sufficient	sufficient	ADJ
cana-3051	126	23	to	to	PART
cana-3051	126	24	provide	provide	VERB
cana-3051	126	25	any	any	DET
cana-3051	126	26	conclusive	conclusive	ADJ
cana-3051	126	27	results	result	NOUN
cana-3051	126	28	.	.	PUNCT
cana-3051	127	1	and	and	CCONJ
cana-3051	127	2	due	due	ADP
cana-3051	127	3	to	to	ADP
cana-3051	127	4	the	the	DET
cana-3051	127	5	data	datum	NOUN
cana-3051	127	6	confidentiality	confidentiality	NOUN
cana-3051	127	7	clause	clause	NOUN
cana-3051	127	8	of	of	ADP
cana-3051	127	9	universities	university	NOUN
cana-3051	127	10	,	,	PUNCT
cana-3051	127	11	real	real	ADJ
cana-3051	127	12	time	time	NOUN
cana-3051	127	13	data	datum	NOUN
cana-3051	127	14	could	could	AUX
cana-3051	127	15	not	not	PART
cana-3051	127	16	be	be	AUX
cana-3051	127	17	used	use	VERB
cana-3051	127	18	.	.	PUNCT
cana-3051	128	1	hence	hence	ADV
cana-3051	128	2	,	,	PUNCT
cana-3051	128	3	we	we	PRON
cana-3051	128	4	have	have	AUX
cana-3051	128	5	used	use	VERB
cana-3051	128	6	the	the	DET
cana-3051	128	7	cicids	cicid	NOUN
cana-3051	128	8	2017	2017	NUM
cana-3051	128	9	dataset	dataset	NOUN
cana-3051	128	10	which	which	PRON
cana-3051	128	11	is	be	AUX
cana-3051	128	12	a	a	DET
cana-3051	128	13	static	static	ADJ
cana-3051	128	14	publicly	publicly	ADV
cana-3051	128	15	available	available	ADJ
cana-3051	128	16	dataset	dataset	NOUN
cana-3051	128	17	for	for	ADP
cana-3051	128	18	intrusion	intrusion	NOUN
cana-3051	128	19	detection	detection	NOUN
cana-3051	128	20	.	.	PUNCT
cana-3051	129	1	the	the	DET
cana-3051	129	2	dataset	dataset	NOUN
cana-3051	129	3	is	be	AUX
cana-3051	129	4	further	far	ADV
cana-3051	129	5	divided	divide	VERB
cana-3051	129	6	into	into	ADP
cana-3051	129	7	80:20	80:20	NUM
cana-3051	129	8	ratio	ratio	NOUN
cana-3051	129	9	for	for	ADP
cana-3051	129	10	training	training	NOUN
cana-3051	129	11	and	and	CCONJ
cana-3051	129	12	testing	testing	NOUN
cana-3051	129	13	.	.	PUNCT
cana-3051	130	1	this	this	DET
cana-3051	130	2	section	section	NOUN
cana-3051	130	3	discusses	discuss	VERB
cana-3051	130	4	the	the	DET
cana-3051	130	5	complete	complete	ADJ
cana-3051	130	6	experimental	experimental	ADJ
cana-3051	130	7	results	result	NOUN
cana-3051	130	8	that	that	PRON
cana-3051	130	9	have	have	AUX
cana-3051	130	10	been	be	AUX
cana-3051	130	11	carried	carry	VERB
cana-3051	130	12	out	out	ADP
cana-3051	130	13	in	in	ADP
cana-3051	130	14	our	our	PRON
cana-3051	130	15	study	study	NOUN
cana-3051	130	16	.	.	PUNCT
cana-3051	131	1	the	the	DET
cana-3051	131	2	selection	selection	NOUN
cana-3051	131	3	features	feature	VERB
cana-3051	131	4	for	for	ADP
cana-3051	131	5	traditional	traditional	ADJ
cana-3051	131	6	machine	machine	NOUN
cana-3051	131	7	learning	learning	NOUN
cana-3051	131	8	and	and	CCONJ
cana-3051	131	9	ensemble	ensemble	ADJ
cana-3051	131	10	methods	method	NOUN
cana-3051	131	11	are	be	AUX
cana-3051	131	12	presented	present	VERB
cana-3051	131	13	in	in	ADP
cana-3051	131	14	table	table	NOUN
cana-3051	131	15	1	1	NUM
cana-3051	131	16	and	and	CCONJ
cana-3051	131	17	table	table	NOUN
cana-3051	131	18	2	2	NUM
cana-3051	131	19	.	.	PUNCT
cana-3051	131	20	table	table	NOUN
cana-3051	131	21	1	1	NUM
cana-3051	131	22	.	.	PUNCT
cana-3051	132	1	features	feature	NOUN
cana-3051	132	2	selected	select	VERB
cana-3051	132	3	for	for	ADP
cana-3051	132	4	decision	decision	NOUN
cana-3051	132	5	tree	tree	NOUN
cana-3051	132	6	table	table	NOUN
cana-3051	132	7	2	2	NUM
cana-3051	132	8	.	.	PUNCT
cana-3051	133	1	features	feature	NOUN
cana-3051	133	2	selected	select	VERB
cana-3051	133	3	for	for	ADP
cana-3051	133	4	random	random	ADJ
cana-3051	133	5	forest	forest	NOUN
cana-3051	133	6	to	to	PART
cana-3051	133	7	build	build	VERB
cana-3051	133	8	the	the	DET
cana-3051	133	9	strong	strong	ADJ
cana-3051	133	10	ensemble	ensemble	ADJ
cana-3051	133	11	model	model	NOUN
cana-3051	133	12	using	use	VERB
cana-3051	133	13	stacking	stack	VERB
cana-3051	133	14	techniques	technique	NOUN
cana-3051	133	15	,	,	PUNCT
cana-3051	133	16	we	we	PRON
cana-3051	133	17	have	have	AUX
cana-3051	133	18	trained	train	VERB
cana-3051	133	19	three	three	NUM
cana-3051	133	20	classifiers	classifier	NOUN
cana-3051	133	21	,	,	PUNCT
cana-3051	133	22	decision	decision	NOUN
cana-3051	133	23	tree	tree	NOUN
cana-3051	133	24	,	,	PUNCT
cana-3051	133	25	random	random	ADJ
cana-3051	133	26	forest	forest	NOUN
cana-3051	133	27	(	(	PUNCT
cana-3051	133	28	both	both	CCONJ
cana-3051	133	29	as	as	ADP
cana-3051	133	30	base	base	NOUN
cana-3051	133	31	learners	learner	NOUN
cana-3051	133	32	)	)	PUNCT
cana-3051	133	33	and	and	CCONJ
cana-3051	133	34	combiner	combiner	NOUN
cana-3051	133	35	xgboost	xgboost	PROPN
cana-3051	133	36	(	(	PUNCT
cana-3051	133	37	meta	meta	ADJ
cana-3051	133	38	learner	learner	NOUN
cana-3051	133	39	)	)	PUNCT
cana-3051	133	40	in	in	ADP
cana-3051	133	41	parallel	parallel	ADJ
cana-3051	133	42	fashion	fashion	NOUN
cana-3051	133	43	.	.	PUNCT
cana-3051	134	1	while	while	SCONJ
cana-3051	134	2	conducting	conduct	VERB
cana-3051	134	3	our	our	PRON
cana-3051	134	4	experiment	experiment	NOUN
cana-3051	134	5	,	,	PUNCT
cana-3051	134	6	we	we	PRON
cana-3051	134	7	used	use	VERB
cana-3051	134	8	a	a	DET
cana-3051	134	9	random	random	ADJ
cana-3051	134	10	forest	forest	NOUN
cana-3051	134	11	with	with	ADP
cana-3051	134	12	50	50	NUM
cana-3051	134	13	trees	tree	NOUN
cana-3051	134	14	and	and	CCONJ
cana-3051	134	15	xgboost	xgboost	NOUN
cana-3051	134	16	with	with	ADP
cana-3051	134	17	200	200	NUM
cana-3051	134	18	trees	tree	NOUN
cana-3051	134	19	.	.	PUNCT
cana-3051	135	1	in	in	ADP
cana-3051	135	2	ssedus	ssedus	ADJ
cana-3051	135	3	proposed	propose	VERB
cana-3051	135	4	model	model	NOUN
cana-3051	135	5	,	,	PUNCT
cana-3051	135	6	we	we	PRON
cana-3051	135	7	have	have	AUX
cana-3051	135	8	implemented	implement	VERB
cana-3051	135	9	the	the	DET
cana-3051	135	10	proposed	propose	VERB
cana-3051	135	11	approach	approach	NOUN
cana-3051	135	12	on	on	ADP
cana-3051	135	13	dataset	dataset	NOUN
cana-3051	135	14	using	use	VERB
cana-3051	135	15	multiple	multiple	ADJ
cana-3051	135	16	folds	fold	NOUN
cana-3051	135	17	i.e	i.e	ADP
cana-3051	135	18	5	5	NUM
cana-3051	135	19	folds	fold	NOUN
cana-3051	135	20	and	and	CCONJ
cana-3051	135	21	10	10	NUM
cana-3051	135	22	folds	fold	NOUN
cana-3051	135	23	and	and	CCONJ
cana-3051	135	24	variety	variety	NOUN
cana-3051	135	25	of	of	ADP
cana-3051	135	26	splits	split	NOUN
cana-3051	135	27	ranging	range	VERB
cana-3051	135	28	from	from	ADP
cana-3051	135	29	10	10	NUM
cana-3051	135	30	to	to	PART
cana-3051	135	31	90	90	NUM
cana-3051	135	32	on	on	ADP
cana-3051	135	33	traditional	traditional	ADJ
cana-3051	135	34	models	model	NOUN
cana-3051	135	35	.	.	PUNCT
cana-3051	136	1	table	table	NOUN
cana-3051	136	2	3	3	NUM
cana-3051	136	3	.	.	PUNCT
cana-3051	137	1	validation	validation	NOUN
cana-3051	137	2	results	result	VERB
cana-3051	137	3	traditional	traditional	ADJ
cana-3051	137	4	stacked	stack	VERB
cana-3051	137	5	ensemble	ensemble	ADJ
cana-3051	137	6	model	model	NOUN
cana-3051	137	7	the	the	DET
cana-3051	137	8	individual	individual	ADJ
cana-3051	137	9	performance	performance	NOUN
cana-3051	137	10	of	of	ADP
cana-3051	137	11	the	the	DET
cana-3051	137	12	traditional	traditional	ADJ
cana-3051	137	13	model	model	NOUN
cana-3051	137	14	was	be	AUX
cana-3051	137	15	measured	measure	VERB
cana-3051	137	16	using	use	VERB
cana-3051	137	17	a	a	DET
cana-3051	137	18	confusion	confusion	NOUN
cana-3051	137	19	matrix	matrix	NOUN
cana-3051	137	20	.	.	PUNCT
cana-3051	138	1	a	a	DET
cana-3051	138	2	confusion	confusion	NOUN
cana-3051	138	3	matrix	matrix	NOUN
cana-3051	138	4	is	be	AUX
cana-3051	138	5	most	most	ADV
cana-3051	138	6	commonly	commonly	ADV
cana-3051	138	7	used	use	VERB
cana-3051	138	8	and	and	CCONJ
cana-3051	138	9	an	an	DET
cana-3051	138	10	efficient	efficient	ADJ
cana-3051	138	11	,	,	PUNCT
cana-3051	138	12	two	two	NUM
cana-3051	138	13	dimensional	dimensional	ADJ
cana-3051	138	14	matrix	matrix	NOUN
cana-3051	138	15	presenting	present	VERB
cana-3051	138	16	the	the	DET
cana-3051	138	17	information	information	NOUN
cana-3051	138	18	regarding	regard	VERB
cana-3051	138	19	actual	actual	ADJ
cana-3051	138	20	class	class	NOUN
cana-3051	138	21	and	and	CCONJ
cana-3051	138	22	prediction	prediction	NOUN
cana-3051	138	23	class	class	NOUN
cana-3051	138	24	.	.	PUNCT
cana-3051	139	1	according	accord	VERB
cana-3051	139	2	to	to	ADP
cana-3051	139	3	our	our	PRON
cana-3051	139	4	observation	observation	NOUN
cana-3051	139	5	,	,	PUNCT
cana-3051	139	6	the	the	DET
cana-3051	139	7	confusion	confusion	NOUN
cana-3051	139	8	communications	communication	NOUN
cana-3051	139	9	on	on	ADP
cana-3051	139	10	applied	apply	VERB
cana-3051	139	11	nonlinear	nonlinear	ADJ
cana-3051	139	12	analysis	analysis	NOUN
cana-3051	139	13	issn	issn	NOUN
cana-3051	139	14	:	:	PUNCT
cana-3051	139	15	1074	1074	NUM
cana-3051	139	16	-	-	PUNCT
cana-3051	139	17	133x	133x	NUM
cana-3051	139	18	vol	vol	NOUN
cana-3051	139	19	32	32	NUM
cana-3051	139	20	no	no	NOUN
cana-3051	139	21	.	.	PUNCT
cana-3051	140	1	5s	5s	NUM
cana-3051	140	2	(	(	PUNCT
cana-3051	140	3	2025	2025	NUM
cana-3051	140	4	)	)	PUNCT
cana-3051	140	5	249	249	NUM
cana-3051	140	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3051	140	7	matrix	matrix	NOUN
cana-3051	140	8	of	of	ADP
cana-3051	140	9	each	each	DET
cana-3051	140	10	traditional	traditional	ADJ
cana-3051	140	11	method	method	NOUN
cana-3051	140	12	(	(	PUNCT
cana-3051	140	13	model	model	NOUN
cana-3051	140	14	1	1	NUM
cana-3051	140	15	:	:	PUNCT
cana-3051	140	16	decision	decision	NOUN
cana-3051	140	17	tree	tree	NOUN
cana-3051	140	18	classifier	classifier	NOUN
cana-3051	140	19	and	and	CCONJ
cana-3051	140	20	model	model	NOUN
cana-3051	140	21	3	3	NUM
cana-3051	140	22	:	:	PUNCT
cana-3051	140	23	random	random	ADJ
cana-3051	140	24	forest	forest	NOUN
cana-3051	140	25	)	)	PUNCT
cana-3051	140	26	is	be	AUX
cana-3051	140	27	presented	present	VERB
cana-3051	140	28	in	in	ADP
cana-3051	140	29	figure	figure	NOUN
cana-3051	140	30	5	5	NUM
cana-3051	140	31	.	.	PUNCT
cana-3051	141	1	(	(	PUNCT
cana-3051	141	2	a	a	X
cana-3051	141	3	)	)	PUNCT
cana-3051	141	4	(	(	PUNCT
cana-3051	141	5	b	b	X
cana-3051	141	6	)	)	PUNCT
cana-3051	141	7	figure	figure	NOUN
cana-3051	141	8	5	5	NUM
cana-3051	141	9	:	:	PUNCT
cana-3051	141	10	presents	present	VERB
cana-3051	141	11	the	the	DET
cana-3051	141	12	evaluation	evaluation	NOUN
cana-3051	141	13	metrics	metric	NOUN
cana-3051	141	14	of	of	ADP
cana-3051	141	15	traditional	traditional	ADJ
cana-3051	141	16	method	method	NOUN
cana-3051	141	17	using	use	VERB
cana-3051	141	18	decision	decision	NOUN
cana-3051	141	19	tree	tree	NOUN
cana-3051	141	20	in	in	ADP
cana-3051	141	21	(	(	PUNCT
cana-3051	141	22	a	a	NOUN
cana-3051	141	23	)	)	PUNCT
cana-3051	141	24	and	and	CCONJ
cana-3051	141	25	using	use	VERB
cana-3051	141	26	random	random	ADJ
cana-3051	141	27	forest	forest	NOUN
cana-3051	141	28	in	in	ADP
cana-3051	141	29	(	(	PUNCT
cana-3051	141	30	b	b	NOUN
cana-3051	141	31	)	)	PUNCT
cana-3051	141	32	.	.	PUNCT
cana-3051	142	1	in	in	ADP
cana-3051	142	2	the	the	DET
cana-3051	142	3	ensemble	ensemble	ADJ
cana-3051	142	4	method	method	NOUN
cana-3051	142	5	as	as	ADP
cana-3051	142	6	a	a	DET
cana-3051	142	7	combiner	combiner	NOUN
cana-3051	142	8	,	,	PUNCT
cana-3051	142	9	gradient	gradient	NOUN
cana-3051	142	10	boosting	boosting	NOUN
cana-3051	142	11	based	base	VERB
cana-3051	142	12	xgboost	xgboost	PROPN
cana-3051	142	13	classifier	classifier	PROPN
cana-3051	142	14	is	be	AUX
cana-3051	142	15	used	use	VERB
cana-3051	142	16	in	in	ADP
cana-3051	142	17	this	this	DET
cana-3051	142	18	study	study	NOUN
cana-3051	142	19	.	.	PUNCT
cana-3051	143	1	gradient	gradient	ADJ
cana-3051	143	2	boosting	boosting	NOUN
cana-3051	143	3	is	be	AUX
cana-3051	143	4	focused	focus	VERB
cana-3051	143	5	on	on	ADP
cana-3051	143	6	finding	find	VERB
cana-3051	143	7	the	the	DET
cana-3051	143	8	optimal	optimal	ADJ
cana-3051	143	9	solution	solution	NOUN
cana-3051	143	10	for	for	ADP
cana-3051	143	11	a	a	DET
cana-3051	143	12	variety	variety	NOUN
cana-3051	143	13	of	of	ADP
cana-3051	143	14	problems	problem	NOUN
cana-3051	143	15	.	.	PUNCT
cana-3051	144	1	this	this	DET
cana-3051	144	2	optimization	optimization	NOUN
cana-3051	144	3	algorithm	algorithm	NOUN
cana-3051	144	4	works	work	VERB
cana-3051	144	5	on	on	ADP
cana-3051	144	6	fine	fine	ADJ
cana-3051	144	7	tuning	tune	VERB
cana-3051	144	8	the	the	DET
cana-3051	144	9	learning	learn	VERB
cana-3051	144	10	parameters	parameter	NOUN
cana-3051	144	11	to	to	PART
cana-3051	144	12	reduce	reduce	VERB
cana-3051	144	13	the	the	DET
cana-3051	144	14	cost	cost	NOUN
cana-3051	144	15	function	function	NOUN
cana-3051	144	16	.	.	PUNCT
cana-3051	145	1	this	this	DET
cana-3051	145	2	ensemble	ensemble	ADJ
cana-3051	145	3	model	model	NOUN
cana-3051	145	4	was	be	AUX
cana-3051	145	5	selected	select	VERB
cana-3051	145	6	to	to	PART
cana-3051	145	7	reduce	reduce	VERB
cana-3051	145	8	probability	probability	NOUN
cana-3051	145	9	of	of	ADP
cana-3051	145	10	overfitting	overfitte	VERB
cana-3051	145	11	and	and	CCONJ
cana-3051	145	12	provide	provide	VERB
cana-3051	145	13	better	well	ADJ
cana-3051	145	14	performance	performance	NOUN
cana-3051	145	15	.	.	PUNCT
cana-3051	146	1	therefore	therefore	ADV
cana-3051	146	2	,	,	PUNCT
cana-3051	146	3	we	we	PRON
cana-3051	146	4	have	have	AUX
cana-3051	146	5	used	use	VERB
cana-3051	146	6	xgboost	xgboost	ADV
cana-3051	146	7	as	as	ADP
cana-3051	146	8	a	a	DET
cana-3051	146	9	combiner	combiner	NOUN
cana-3051	146	10	to	to	PART
cana-3051	146	11	handle	handle	VERB
cana-3051	146	12	complex	complex	ADJ
cana-3051	146	13	interaction	interaction	NOUN
cana-3051	146	14	and	and	CCONJ
cana-3051	146	15	non	non	NOUN
cana-3051	146	16	-	-	NOUN
cana-3051	146	17	linearities	linearity	NOUN
cana-3051	146	18	.	.	PUNCT
cana-3051	147	1	along	along	ADP
cana-3051	147	2	with	with	ADP
cana-3051	147	3	the	the	DET
cana-3051	147	4	stated	state	VERB
cana-3051	147	5	benefits	benefit	NOUN
cana-3051	147	6	,	,	PUNCT
cana-3051	147	7	xgboost	xgboost	X
cana-3051	147	8	also	also	ADV
cana-3051	147	9	provides	provide	VERB
cana-3051	147	10	better	well	ADJ
cana-3051	147	11	processor	processor	NOUN
cana-3051	147	12	utilization	utilization	NOUN
cana-3051	147	13	,	,	PUNCT
cana-3051	147	14	better	well	ADJ
cana-3051	147	15	speed	speed	NOUN
cana-3051	147	16	and	and	CCONJ
cana-3051	147	17	memory	memory	NOUN
cana-3051	147	18	utilization	utilization	NOUN
cana-3051	147	19	.	.	PUNCT
cana-3051	148	1	figure	figure	NOUN
cana-3051	148	2	6	6	NUM
cana-3051	148	3	represents	represent	VERB
cana-3051	148	4	the	the	DET
cana-3051	148	5	confusion	confusion	NOUN
cana-3051	148	6	matrix	matrix	NOUN
cana-3051	148	7	at	at	ADP
cana-3051	148	8	combiner	combiner	NOUN
cana-3051	148	9	level	level	NOUN
cana-3051	148	10	,	,	PUNCT
cana-3051	148	11	representing	represent	VERB
cana-3051	148	12	the	the	DET
cana-3051	148	13	values	value	NOUN
cana-3051	148	14	of	of	ADP
cana-3051	148	15	matrices	matrix	NOUN
cana-3051	148	16	used	use	VERB
cana-3051	148	17	for	for	ADP
cana-3051	148	18	evaluation	evaluation	NOUN
cana-3051	148	19	.	.	PUNCT
cana-3051	149	1	figure	figure	VERB
cana-3051	149	2	6	6	NUM
cana-3051	149	3	:	:	PUNCT
cana-3051	149	4	confusion	confusion	NOUN
cana-3051	149	5	matrix	matrix	NOUN
cana-3051	149	6	presentation	presentation	NOUN
cana-3051	149	7	of	of	ADP
cana-3051	149	8	ensemble	ensemble	ADJ
cana-3051	149	9	classifier	classifier	NOUN
cana-3051	149	10	xgboost	xgboost	PROPN
cana-3051	149	11	.	.	PUNCT
cana-3051	150	1	figure	figure	VERB
cana-3051	150	2	7	7	NUM
cana-3051	150	3	.	.	PUNCT
cana-3051	150	4	presentation	presentation	NOUN
cana-3051	150	5	of	of	ADP
cana-3051	150	6	confusion	confusion	NOUN
cana-3051	150	7	matrix	matrix	NOUN
cana-3051	150	8	of	of	ADP
cana-3051	150	9	proposed	propose	VERB
cana-3051	150	10	ssedus	ssedus	ADJ
cana-3051	150	11	model	model	NOUN
cana-3051	150	12	on	on	ADP
cana-3051	150	13	20	20	NUM
cana-3051	150	14	%	%	NOUN
cana-3051	150	15	test	test	NOUN
cana-3051	150	16	data	datum	NOUN
cana-3051	150	17	the	the	DET
cana-3051	150	18	performance	performance	NOUN
cana-3051	150	19	result	result	NOUN
cana-3051	150	20	can	can	AUX
cana-3051	150	21	easily	easily	ADV
cana-3051	150	22	be	be	AUX
cana-3051	150	23	calculated	calculate	VERB
cana-3051	150	24	using	use	VERB
cana-3051	150	25	the	the	DET
cana-3051	150	26	evaluation	evaluation	NOUN
cana-3051	150	27	metrics	metric	NOUN
cana-3051	150	28	presented	present	VERB
cana-3051	150	29	in	in	ADP
cana-3051	150	30	figure	figure	NOUN
cana-3051	150	31	7	7	NUM
cana-3051	150	32	.	.	PUNCT
cana-3051	151	1	the	the	DET
cana-3051	151	2	two	two	NUM
cana-3051	151	3	class	class	NOUN
cana-3051	151	4	confusion	confusion	NOUN
cana-3051	151	5	matrix	matrix	NOUN
cana-3051	151	6	of	of	ADP
cana-3051	151	7	testing	test	VERB
cana-3051	151	8	dataset	dataset	NOUN
cana-3051	151	9	of	of	ADP
cana-3051	151	10	proposed	propose	VERB
cana-3051	151	11	ssedus	ssedus	ADJ
cana-3051	151	12	model	model	NOUN
cana-3051	151	13	is	be	AUX
cana-3051	151	14	calculated	calculate	VERB
cana-3051	151	15	by	by	ADP
cana-3051	151	16	accuracy	accuracy	NOUN
cana-3051	151	17	and	and	CCONJ
cana-3051	151	18	false	false	ADJ
cana-3051	151	19	positive	positive	ADJ
cana-3051	151	20	rate	rate	NOUN
cana-3051	151	21	,	,	PUNCT
cana-3051	151	22	as	as	SCONJ
cana-3051	151	23	following	follow	VERB
cana-3051	151	24	the	the	DET
cana-3051	151	25	model	model	NOUN
cana-3051	151	26	proposed	propose	VERB
cana-3051	151	27	is	be	AUX
cana-3051	151	28	considerably	considerably	ADV
cana-3051	151	29	robust	robust	ADJ
cana-3051	151	30	with	with	ADP
cana-3051	151	31	the	the	DET
cana-3051	151	32	dataset	dataset	NOUN
cana-3051	151	33	and	and	CCONJ
cana-3051	151	34	handles	handle	VERB
cana-3051	151	35	the	the	DET
cana-3051	151	36	imbalance	imbalance	NOUN
cana-3051	151	37	problem	problem	NOUN
cana-3051	151	38	very	very	ADV
cana-3051	151	39	well	well	ADV
cana-3051	151	40	.	.	PUNCT
cana-3051	152	1	the	the	DET
cana-3051	152	2	ratio	ratio	NOUN
cana-3051	152	3	of	of	ADP
cana-3051	152	4	“	"	PUNCT
cana-3051	152	5	normal	normal	ADJ
cana-3051	152	6	”	"	PUNCT
cana-3051	152	7	and	and	CCONJ
cana-3051	152	8	“	"	PUNCT
cana-3051	152	9	attack	attack	NOUN
cana-3051	152	10	”	"	PUNCT
cana-3051	152	11	on	on	ADP
cana-3051	152	12	the	the	DET
cana-3051	152	13	test	test	NOUN
cana-3051	152	14	dataset	dataset	NOUN
cana-3051	152	15	is	be	AUX
cana-3051	152	16	33,536	33,536	NUM
cana-3051	152	17	to	to	ADP
cana-3051	152	18	431	431	NUM
cana-3051	152	19	,	,	PUNCT
cana-3051	152	20	which	which	PRON
cana-3051	152	21	is	be	AUX
cana-3051	152	22	highly	highly	ADV
cana-3051	152	23	imbalanced	imbalanced	ADJ
cana-3051	152	24	.	.	PUNCT
cana-3051	153	1	in	in	ADP
cana-3051	153	2	our	our	PRON
cana-3051	153	3	result	result	NOUN
cana-3051	153	4	,	,	PUNCT
cana-3051	153	5	all	all	DET
cana-3051	153	6	“	"	PUNCT
cana-3051	153	7	normal	normal	ADJ
cana-3051	153	8	”	"	PUNCT
cana-3051	153	9	samples	sample	NOUN
cana-3051	153	10	were	be	AUX
cana-3051	153	11	correctly	correctly	ADV
cana-3051	153	12	detected	detect	VERB
cana-3051	153	13	as	as	ADP
cana-3051	153	14	normal	normal	ADJ
cana-3051	153	15	whereas	whereas	SCONJ
cana-3051	153	16	2	2	NUM
cana-3051	153	17	samples	sample	NOUN
cana-3051	153	18	under	under	ADP
cana-3051	153	19	the	the	DET
cana-3051	153	20	“	"	PUNCT
cana-3051	153	21	attack	attack	NOUN
cana-3051	153	22	”	"	PUNCT
cana-3051	153	23	category	category	NOUN
cana-3051	153	24	were	be	AUX
cana-3051	153	25	incorrectly	incorrectly	ADV
cana-3051	153	26	classified	classify	VERB
cana-3051	153	27	as	as	ADP
cana-3051	153	28	normal	normal	ADJ
cana-3051	153	29	.	.	PUNCT
cana-3051	154	1	the	the	DET
cana-3051	154	2	two	two	NUM
cana-3051	154	3	-	-	PUNCT
cana-3051	154	4	performance	performance	NOUN
cana-3051	154	5	metrics	metric	NOUN
cana-3051	154	6	,	,	PUNCT
cana-3051	154	7	accuracy	accuracy	NOUN
cana-3051	154	8	and	and	CCONJ
cana-3051	154	9	fpr	fpr	NOUN
cana-3051	154	10	are	be	AUX
cana-3051	154	11	evaluated	evaluate	VERB
cana-3051	154	12	based	base	VERB
cana-3051	154	13	on	on	ADP
cana-3051	154	14	this	this	DET
cana-3051	154	15	result	result	NOUN
cana-3051	154	16	.	.	PUNCT
cana-3051	155	1	these	these	DET
cana-3051	155	2	metrics	metric	NOUN
cana-3051	155	3	were	be	AUX
cana-3051	155	4	also	also	ADV
cana-3051	155	5	further	far	ADV
cana-3051	155	6	compared	compare	VERB
cana-3051	155	7	with	with	ADP
cana-3051	155	8	the	the	DET
cana-3051	155	9	few	few	ADJ
cana-3051	155	10	existing	exist	VERB
cana-3051	155	11	work	work	NOUN
cana-3051	155	12	in	in	ADP
cana-3051	155	13	an	an	DET
cana-3051	155	14	unbiased	unbiased	ADJ
cana-3051	155	15	manner	manner	NOUN
cana-3051	155	16	in	in	ADP
cana-3051	155	17	table	table	NOUN
cana-3051	155	18	4	4	NUM
cana-3051	155	19	.	.	PUNCT
cana-3051	155	20	communications	communication	NOUN
cana-3051	155	21	on	on	ADP
cana-3051	155	22	applied	apply	VERB
cana-3051	155	23	nonlinear	nonlinear	ADJ
cana-3051	155	24	analysis	analysis	NOUN
cana-3051	155	25	issn	issn	NOUN
cana-3051	155	26	:	:	PUNCT
cana-3051	155	27	1074	1074	NUM
cana-3051	155	28	-	-	PUNCT
cana-3051	155	29	133x	133x	NUM
cana-3051	155	30	vol	vol	NOUN
cana-3051	155	31	32	32	NUM
cana-3051	155	32	no	no	NOUN
cana-3051	155	33	.	.	PUNCT
cana-3051	156	1	5s	5s	NUM
cana-3051	156	2	(	(	PUNCT
cana-3051	156	3	2025	2025	NUM
cana-3051	156	4	)	)	PUNCT
cana-3051	156	5	250	250	NUM
cana-3051	156	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3051	156	7	table	table	NOUN
cana-3051	156	8	4	4	NUM
cana-3051	156	9	.	.	PUNCT
cana-3051	156	10	comparative	comparative	ADJ
cana-3051	156	11	evaluation	evaluation	NOUN
cana-3051	156	12	with	with	ADP
cana-3051	156	13	some	some	DET
cana-3051	156	14	existing	exist	VERB
cana-3051	156	15	work	work	NOUN
cana-3051	156	16	(	(	PUNCT
cana-3051	156	17	our	our	PRON
cana-3051	156	18	result	result	NOUN
cana-3051	156	19	indicated	indicate	VERB
cana-3051	156	20	in	in	ADP
cana-3051	156	21	bold	bold	ADJ
cana-3051	156	22	)	)	PUNCT
cana-3051	156	23	s.n	s.n	NOUN
cana-3051	156	24	o	o	NOUN
cana-3051	156	25	technique	technique	NOUN
cana-3051	156	26	feature	feature	NOUN
cana-3051	156	27	selectio	selectio	NOUN
cana-3051	156	28	n	n	PRON
cana-3051	156	29	validation	validation	NOUN
cana-3051	156	30	method	method	NOUN
cana-3051	156	31	accurac	accurac	NOUN
cana-3051	156	32	y	y	PROPN
cana-3051	156	33	(	(	PUNCT
cana-3051	156	34	%	%	INTJ
cana-3051	156	35	)	)	PUNCT
cana-3051	156	36	fpr(%	fpr(%	NOUN
cana-3051	156	37	)	)	PUNCT
cana-3051	156	38	significanc	significanc	NOUN
cana-3051	156	39	e	e	NOUN
cana-3051	156	40	test	test	NOUN
cana-3051	156	41	1	1	NUM
cana-3051	156	42	proposed	propose	VERB
cana-3051	156	43	no	no	DET
cana-3051	156	44	hold	hold	VERB
cana-3051	156	45	-	-	PUNCT
cana-3051	156	46	out	out	NOUN
cana-3051	156	47	80/20	80/20	NUM
cana-3051	156	48	99.99	99.99	NUM
cana-3051	156	49	0.46	0.46	NUM
cana-3051	156	50	two	two	NUM
cana-3051	156	51	step	step	NOUN
cana-3051	156	52	statistical	statistical	ADJ
cana-3051	156	53	test	test	NOUN
cana-3051	156	54	2	2	NUM
cana-3051	156	55	deep	deep	ADJ
cana-3051	156	56	neural	neural	ADJ
cana-3051	156	57	network	network	NOUN
cana-3051	156	58	[	[	X
cana-3051	156	59	41	41	NUM
cana-3051	156	60	]	]	PUNCT
cana-3051	156	61	no	no	DET
cana-3051	156	62	hold	hold	VERB
cana-3051	156	63	-	-	PUNCT
cana-3051	156	64	out	out	ADP
cana-3051	156	65	99.92	99.92	NUM
cana-3051	156	66	0.05	0.05	NUM
cana-3051	156	67	no	no	DET
cana-3051	156	68	3	3	NUM
cana-3051	156	69	ensemble	ensemble	ADJ
cana-3051	156	70	method	method	NOUN
cana-3051	156	71	[	[	X
cana-3051	156	72	40	40	NUM
cana-3051	156	73	]	]	PUNCT
cana-3051	156	74	yes	yes	INTJ
cana-3051	156	75	10cv	10cv	NOUN
cana-3051	156	76	99.88	99.88	NUM
cana-3051	156	77	0.002	0.002	NUM
cana-3051	156	78	no	no	DET
cana-3051	156	79	4	4	NUM
cana-3051	156	80	k	k	NOUN
cana-3051	156	81	-	-	PUNCT
cana-3051	156	82	nn	nn	PROPN
cana-3051	157	1	[	[	X
cana-3051	157	2	42	42	NUM
cana-3051	157	3	]	]	PUNCT
cana-3051	157	4	yes	yes	INTJ
cana-3051	157	5	hold	hold	VERB
cana-3051	157	6	out	out	ADP
cana-3051	157	7	70/30	70/30	NUM
cana-3051	157	8	99.46	99.46	NUM
cana-3051	157	9	not	not	PART
cana-3051	157	10	reported	report	VERB
cana-3051	157	11	no	no	DET
cana-3051	157	12	5	5	NUM
cana-3051	157	13	random	random	ADJ
cana-3051	157	14	forest	forest	NOUN
cana-3051	158	1	[	[	X
cana-3051	158	2	24	24	NUM
cana-3051	158	3	]	]	PUNCT
cana-3051	158	4	yes	yes	INTJ
cana-3051	158	5	not	not	PART
cana-3051	158	6	reported	report	VERB
cana-3051	158	7	99.4	99.4	NUM
cana-3051	158	8	0.01	0.01	NUM
cana-3051	158	9	no	no	DET
cana-3051	158	10	6	6	NUM
cana-3051	158	11	gru	gru	NOUN
cana-3051	158	12	-	-	NOUN
cana-3051	158	13	rnn	rnn	VERB
cana-3051	158	14	[	[	X
cana-3051	158	15	41	41	NUM
cana-3051	158	16	]	]	PUNCT
cana-3051	158	17	yes	yes	INTJ
cana-3051	158	18	hold	hold	VERB
cana-3051	158	19	-	-	PUNCT
cana-3051	158	20	out	out	ADP
cana-3051	158	21	89	89	NUM
cana-3051	158	22	not	not	PART
cana-3051	158	23	reported	report	VERB
cana-3051	158	24	no	no	DET
cana-3051	158	25	7	7	NUM
cana-3051	158	26	adaboost	adaboost	ADV
cana-3051	158	27	[	[	X
cana-3051	159	1	28	28	NUM
cana-3051	159	2	]	]	X
cana-3051	159	3	yes	yes	INTJ
cana-3051	159	4	5x10cv	5x10cv	NUM
cana-3051	159	5	81.83	81.83	NUM
cana-3051	159	6	not	not	PART
cana-3051	159	7	reported	report	VERB
cana-3051	159	8	no	no	DET
cana-3051	159	9	8	8	NUM
cana-3051	159	10	local	local	ADJ
cana-3051	159	11	outlier	outlier	NOUN
cana-3051	159	12	factor	factor	NOUN
cana-3051	159	13	[	[	X
cana-3051	159	14	36	36	NUM
cana-3051	159	15	]	]	PUNCT
cana-3051	159	16	no	no	DET
cana-3051	159	17	hold	hold	VERB
cana-3051	159	18	-	-	PUNCT
cana-3051	159	19	out	out	ADP
cana-3051	159	20	68	68	NUM
cana-3051	159	21	not	not	PART
cana-3051	159	22	reported	report	VERB
cana-3051	159	23	no	no	INTJ
cana-3051	159	24	the	the	DET
cana-3051	159	25	proposed	propose	VERB
cana-3051	159	26	model	model	NOUN
cana-3051	159	27	has	have	AUX
cana-3051	159	28	shown	show	VERB
cana-3051	159	29	good	good	ADJ
cana-3051	159	30	results	result	NOUN
cana-3051	159	31	with	with	ADP
cana-3051	159	32	near	near	ADP
cana-3051	159	33	perfect	perfect	ADJ
cana-3051	159	34	99.99	99.99	NUM
cana-3051	159	35	%	%	NOUN
cana-3051	159	36	accuracy	accuracy	NOUN
cana-3051	159	37	and	and	CCONJ
cana-3051	159	38	false	false	ADJ
cana-3051	159	39	positive	positive	ADJ
cana-3051	159	40	rate	rate	NOUN
cana-3051	159	41	as	as	ADP
cana-3051	159	42	0.46	0.46	NUM
cana-3051	159	43	%	%	NOUN
cana-3051	159	44	.	.	PUNCT
cana-3051	160	1	the	the	DET
cana-3051	160	2	results	result	NOUN
cana-3051	160	3	has	have	AUX
cana-3051	160	4	shown	show	VERB
cana-3051	160	5	significant	significant	ADJ
cana-3051	160	6	improvement	improvement	NOUN
cana-3051	160	7	over	over	ADP
cana-3051	160	8	the	the	DET
cana-3051	160	9	existing	exist	VERB
cana-3051	160	10	models	model	NOUN
cana-3051	160	11	studied	study	VERB
cana-3051	160	12	.	.	PUNCT
cana-3051	161	1	the	the	DET
cana-3051	161	2	accuracy	accuracy	NOUN
cana-3051	161	3	achieved	achieve	VERB
cana-3051	161	4	is	be	AUX
cana-3051	161	5	the	the	DET
cana-3051	161	6	best	good	ADJ
cana-3051	161	7	result	result	NOUN
cana-3051	161	8	so	so	ADV
cana-3051	161	9	far	far	ADV
cana-3051	161	10	using	use	VERB
cana-3051	161	11	the	the	DET
cana-3051	161	12	stacked	stack	VERB
cana-3051	161	13	ensemble	ensemble	ADJ
cana-3051	161	14	.	.	PUNCT
cana-3051	162	1	7	7	X
cana-3051	162	2	.	.	X
cana-3051	162	3	conclusion	conclusion	NOUN
cana-3051	162	4	this	this	DET
cana-3051	162	5	study	study	NOUN
cana-3051	162	6	has	have	AUX
cana-3051	162	7	explored	explore	VERB
cana-3051	162	8	the	the	DET
cana-3051	162	9	evolution	evolution	NOUN
cana-3051	162	10	of	of	ADP
cana-3051	162	11	smart	smart	ADJ
cana-3051	162	12	education	education	NOUN
cana-3051	162	13	,	,	PUNCT
cana-3051	162	14	education	education	NOUN
cana-3051	162	15	5.0	5.0	NUM
cana-3051	162	16	and	and	CCONJ
cana-3051	162	17	challenges	challenge	NOUN
cana-3051	162	18	in	in	ADP
cana-3051	162	19	the	the	DET
cana-3051	162	20	area	area	NOUN
cana-3051	162	21	to	to	PART
cana-3051	162	22	achieve	achieve	VERB
cana-3051	162	23	a	a	DET
cana-3051	162	24	state	state	NOUN
cana-3051	162	25	of	of	ADP
cana-3051	162	26	art	art	NOUN
cana-3051	162	27	infrastructure	infrastructure	NOUN
cana-3051	162	28	of	of	ADP
cana-3051	162	29	smart	smart	ADJ
cana-3051	162	30	education	education	NOUN
cana-3051	162	31	.	.	PUNCT
cana-3051	163	1	in	in	ADP
cana-3051	163	2	this	this	DET
cana-3051	163	3	work	work	NOUN
cana-3051	163	4	,	,	PUNCT
cana-3051	163	5	we	we	PRON
cana-3051	163	6	have	have	AUX
cana-3051	163	7	specifically	specifically	ADV
cana-3051	163	8	focused	focus	VERB
cana-3051	163	9	on	on	ADP
cana-3051	163	10	making	make	VERB
cana-3051	163	11	smart	smart	ADJ
cana-3051	163	12	education	education	NOUN
cana-3051	163	13	more	more	ADV
cana-3051	163	14	reliable	reliable	ADJ
cana-3051	163	15	for	for	ADP
cana-3051	163	16	all	all	DET
cana-3051	163	17	the	the	DET
cana-3051	163	18	four	four	NUM
cana-3051	163	19	components	component	NOUN
cana-3051	163	20	associated	associate	VERB
cana-3051	163	21	with	with	ADP
cana-3051	163	22	it	it	PRON
cana-3051	163	23	.	.	PUNCT
cana-3051	164	1	this	this	DET
cana-3051	164	2	study	study	NOUN
cana-3051	164	3	aims	aim	VERB
cana-3051	164	4	to	to	PART
cana-3051	164	5	detect	detect	VERB
cana-3051	164	6	the	the	DET
cana-3051	164	7	intrusion	intrusion	NOUN
cana-3051	164	8	in	in	ADP
cana-3051	164	9	the	the	DET
cana-3051	164	10	educational	educational	ADJ
cana-3051	164	11	institutions	institution	NOUN
cana-3051	164	12	network	network	NOUN
cana-3051	164	13	infrastructure	infrastructure	NOUN
cana-3051	164	14	and	and	CCONJ
cana-3051	164	15	prevent	prevent	VERB
cana-3051	164	16	cyber	cyber	NOUN
cana-3051	164	17	threats	threat	NOUN
cana-3051	164	18	.	.	PUNCT
cana-3051	165	1	the	the	DET
cana-3051	165	2	proposed	propose	VERB
cana-3051	165	3	model	model	NOUN
cana-3051	165	4	is	be	AUX
cana-3051	165	5	named	name	VERB
cana-3051	165	6	as	as	ADP
cana-3051	165	7	secure	secure	ADJ
cana-3051	165	8	smart	smart	ADJ
cana-3051	165	9	education	education	NOUN
cana-3051	165	10	system	system	NOUN
cana-3051	165	11	(	(	PUNCT
cana-3051	165	12	ssedus	ssedus	NOUN
cana-3051	165	13	)	)	PUNCT
cana-3051	165	14	,	,	PUNCT
cana-3051	165	15	as	as	SCONJ
cana-3051	165	16	it	it	PRON
cana-3051	165	17	has	have	AUX
cana-3051	165	18	shown	show	VERB
cana-3051	165	19	promising	promising	ADJ
cana-3051	165	20	results	result	NOUN
cana-3051	165	21	while	while	SCONJ
cana-3051	165	22	using	use	VERB
cana-3051	165	23	the	the	DET
cana-3051	165	24	publicly	publicly	ADV
cana-3051	165	25	available	available	ADJ
cana-3051	165	26	network	network	NOUN
cana-3051	165	27	data	datum	NOUN
cana-3051	165	28	.	.	PUNCT
cana-3051	166	1	this	this	DET
cana-3051	166	2	model	model	NOUN
cana-3051	166	3	consists	consist	VERB
cana-3051	166	4	of	of	ADP
cana-3051	166	5	a	a	DET
cana-3051	166	6	stacked	stack	VERB
cana-3051	166	7	ensemble	ensemble	ADJ
cana-3051	166	8	using	use	VERB
cana-3051	166	9	three	three	NUM
cana-3051	166	10	classifiers	classifier	NOUN
cana-3051	166	11	divided	divide	VERB
cana-3051	166	12	into	into	ADP
cana-3051	166	13	two	two	NUM
cana-3051	166	14	categories	category	NOUN
cana-3051	166	15	:	:	PUNCT
cana-3051	166	16	traditional	traditional	ADJ
cana-3051	166	17	model	model	NOUN
cana-3051	166	18	and	and	CCONJ
cana-3051	166	19	ensemble	ensemble	ADJ
cana-3051	166	20	model	model	NOUN
cana-3051	166	21	for	for	ADP
cana-3051	166	22	detecting	detect	VERB
cana-3051	166	23	the	the	DET
cana-3051	166	24	malicious	malicious	ADJ
cana-3051	166	25	activity	activity	NOUN
cana-3051	166	26	.	.	PUNCT
cana-3051	167	1	unlike	unlike	ADP
cana-3051	167	2	other	other	ADJ
cana-3051	167	3	conventional	conventional	ADJ
cana-3051	167	4	models	model	NOUN
cana-3051	167	5	,	,	PUNCT
cana-3051	167	6	our	our	PRON
cana-3051	167	7	model	model	NOUN
cana-3051	167	8	is	be	AUX
cana-3051	167	9	a	a	DET
cana-3051	167	10	perfect	perfect	ADJ
cana-3051	167	11	combination	combination	NOUN
cana-3051	167	12	of	of	ADP
cana-3051	167	13	base	base	NOUN
cana-3051	167	14	learners	learner	NOUN
cana-3051	167	15	and	and	CCONJ
cana-3051	167	16	strong	strong	ADJ
cana-3051	167	17	learners	learner	NOUN
cana-3051	167	18	.	.	PUNCT
cana-3051	168	1	considering	consider	VERB
cana-3051	168	2	future	future	ADJ
cana-3051	168	3	aspects	aspect	NOUN
cana-3051	168	4	,	,	PUNCT
cana-3051	168	5	there	there	PRON
cana-3051	168	6	are	be	VERB
cana-3051	168	7	many	many	ADJ
cana-3051	168	8	possibilities	possibility	NOUN
cana-3051	168	9	to	to	PART
cana-3051	168	10	improve	improve	VERB
cana-3051	168	11	this	this	DET
cana-3051	168	12	secure	secure	ADJ
cana-3051	168	13	model	model	NOUN
cana-3051	168	14	.	.	PUNCT
cana-3051	169	1	refrences	refrence	VERB
cana-3051	170	1	[	[	X
cana-3051	170	2	1	1	NUM
cana-3051	170	3	]	]	SYM
cana-3051	170	4	zhiting	zhiting	PROPN
cana-3051	170	5	,	,	PUNCT
cana-3051	170	6	z.	z.	PROPN
cana-3051	170	7	;	;	PUNCT
cana-3051	170	8	hongwei	hongwei	PROPN
cana-3051	170	9	,	,	PUNCT
cana-3051	170	10	l.	l.	PROPN
cana-3051	170	11	;	;	PUNCT
cana-3051	170	12	chengqian	chengqian	PROPN
cana-3051	170	13	,	,	PUNCT
cana-3051	170	14	w.	w.	PROPN
cana-3051	170	15	;	;	PUNCT
cana-3051	170	16	jiao	jiao	PROPN
cana-3051	170	17	,	,	PUNCT
cana-3051	170	18	h.	h.	PROPN
cana-3051	170	19	digital	digital	ADJ
cana-3051	170	20	transformation	transformation	NOUN
cana-3051	170	21	and	and	CCONJ
cana-3051	170	22	integrative	integrative	ADJ
cana-3051	170	23	innovations	innovation	NOUN
cana-3051	170	24	of	of	ADP
cana-3051	170	25	foreign	foreign	ADJ
cana-3051	170	26	language	language	NOUN
cana-3051	170	27	education	education	NOUN
cana-3051	170	28	.	.	PUNCT
cana-3051	171	1	technol	technol	NOUN
cana-3051	171	2	.	.	PUNCT
cana-3051	171	3	enhanc	enhanc	PROPN
cana-3051	171	4	.	.	PUNCT
cana-3051	172	1	foreign	foreign	PROPN
cana-3051	172	2	lang	lang	PROPN
cana-3051	172	3	.	.	PUNCT
cana-3051	172	4	2022	2022	NUM
cana-3051	172	5	,	,	PUNCT
cana-3051	172	6	4	4	NUM
cana-3051	172	7	,	,	PUNCT
cana-3051	172	8	7	7	NUM
cana-3051	172	9	.	.	PUNCT
cana-3051	173	1	[	[	X
cana-3051	173	2	2	2	NUM
cana-3051	173	3	]	]	X
cana-3051	173	4	hussin	hussin	NOUN
cana-3051	173	5	,	,	PUNCT
cana-3051	173	6	anealka	anealka	PROPN
cana-3051	173	7	aziz	aziz	PROPN
cana-3051	173	8	.	.	PUNCT
cana-3051	174	1	"	"	PUNCT
cana-3051	174	2	education	education	NOUN
cana-3051	174	3	4.0	4.0	NUM
cana-3051	174	4	made	make	VERB
cana-3051	174	5	simple	simple	ADJ
cana-3051	174	6	:	:	PUNCT
cana-3051	174	7	ideas	idea	NOUN
cana-3051	174	8	for	for	ADP
cana-3051	174	9	teaching	teach	VERB
cana-3051	174	10	.	.	PUNCT
cana-3051	174	11	"	"	PUNCT
cana-3051	175	1	international	international	ADJ
cana-3051	175	2	journal	journal	NOUN
cana-3051	175	3	of	of	ADP
cana-3051	175	4	education	education	NOUN
cana-3051	175	5	and	and	CCONJ
cana-3051	175	6	literacy	literacy	NOUN
cana-3051	175	7	studies	study	NOUN
cana-3051	175	8	6.3	6.3	NUM
cana-3051	175	9	(	(	PUNCT
cana-3051	175	10	2018	2018	NUM
cana-3051	175	11	):	):	PUNCT
cana-3051	175	12	92	92	NUM
cana-3051	175	13	-	-	SYM
cana-3051	175	14	98	98	NUM
cana-3051	175	15	.	.	PUNCT
cana-3051	176	1	communications	communication	NOUN
cana-3051	176	2	on	on	ADP
cana-3051	176	3	applied	apply	VERB
cana-3051	176	4	nonlinear	nonlinear	ADJ
cana-3051	176	5	analysis	analysis	NOUN
cana-3051	176	6	issn	issn	NOUN
cana-3051	176	7	:	:	PUNCT
cana-3051	176	8	1074	1074	NUM
cana-3051	176	9	-	-	PUNCT
cana-3051	176	10	133x	133x	NUM
cana-3051	176	11	vol	vol	NOUN
cana-3051	176	12	32	32	NUM
cana-3051	176	13	no	no	NOUN
cana-3051	176	14	.	.	PUNCT
cana-3051	177	1	5s	5s	NUM
cana-3051	177	2	(	(	PUNCT
cana-3051	177	3	2025	2025	NUM
cana-3051	177	4	)	)	PUNCT
cana-3051	177	5	251	251	NUM
cana-3051	177	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3051	178	1	[	[	X
cana-3051	178	2	3	3	X
cana-3051	178	3	]	]	X
cana-3051	178	4	j.c	j.c	PROPN
cana-3051	178	5	.	.	PROPN
cana-3051	178	6	augusto	augusto	PROPN
cana-3051	178	7	,	,	PUNCT
cana-3051	178	8	ambient	ambient	ADJ
cana-3051	178	9	intelligence	intelligence	NOUN
cana-3051	178	10	:	:	PUNCT
cana-3051	178	11	opportunities	opportunity	NOUN
cana-3051	178	12	and	and	CCONJ
cana-3051	178	13	consequences	consequence	NOUN
cana-3051	178	14	of	of	ADP
cana-3051	178	15	its	its	PRON
cana-3051	178	16	use	use	NOUN
cana-3051	178	17	in	in	ADP
cana-3051	178	18	smart	smart	ADJ
cana-3051	178	19	classrooms	classroom	NOUN
cana-3051	178	20	,	,	PUNCT
cana-3051	178	21	innovation	innovation	NOUN
cana-3051	178	22	in	in	ADP
cana-3051	178	23	teaching	teaching	NOUN
cana-3051	178	24	and	and	CCONJ
cana-3051	178	25	learning	learn	VERB
cana-3051	178	26	in	in	ADP
cana-3051	178	27	information	information	NOUN
cana-3051	178	28	and	and	CCONJ
cana-3051	178	29	computer	computer	NOUN
cana-3051	178	30	sciences	science	NOUN
cana-3051	178	31	8	8	NUM
cana-3051	178	32	:	:	PUNCT
cana-3051	178	33	(	(	PUNCT
cana-3051	178	34	2	2	X
cana-3051	178	35	)	)	PUNCT
cana-3051	178	36	(	(	PUNCT
cana-3051	178	37	(	(	PUNCT
cana-3051	178	38	2009	2009	NUM
cana-3051	178	39	)	)	PUNCT
cana-3051	178	40	)	)	PUNCT
cana-3051	178	41	,	,	PUNCT
cana-3051	178	42	53–63	53–63	NUM
cana-3051	178	43	.	.	PUNCT
cana-3051	179	1	doi:10.11120	doi:10.11120	ADJ
cana-3051	179	2	/	/	SYM
cana-3051	179	3	ital.2009.08020053	ital.2009.08020053	ADJ
cana-3051	179	4	.	.	PUNCT
cana-3051	180	1	[	[	X
cana-3051	180	2	4	4	NUM
cana-3051	180	3	]	]	X
cana-3051	180	4	alexei	alexei	PROPN
cana-3051	180	5	,	,	PUNCT
cana-3051	180	6	arina	arina	PROPN
cana-3051	180	7	&	&	CCONJ
cana-3051	180	8	alexei	alexei	PROPN
cana-3051	180	9	,	,	PUNCT
cana-3051	180	10	anatolie	anatolie	NOUN
cana-3051	180	11	.	.	PUNCT
cana-3051	180	12	(	(	PUNCT
cana-3051	180	13	2021	2021	NUM
cana-3051	180	14	)	)	PUNCT
cana-3051	180	15	.	.	PUNCT
cana-3051	181	1	cyber	cyber	NOUN
cana-3051	181	2	security	security	NOUN
cana-3051	181	3	threat	threat	NOUN
cana-3051	181	4	analysis	analysis	NOUN
cana-3051	181	5	in	in	ADP
cana-3051	181	6	higher	high	ADJ
cana-3051	181	7	education	education	NOUN
cana-3051	181	8	institutions	institution	NOUN
cana-3051	181	9	as	as	ADP
cana-3051	181	10	a	a	DET
cana-3051	181	11	result	result	NOUN
cana-3051	181	12	of	of	ADP
cana-3051	181	13	distance	distance	NOUN
cana-3051	181	14	learning	learning	NOUN
cana-3051	181	15	.	.	PUNCT
cana-3051	182	1	international	international	ADJ
cana-3051	182	2	journal	journal	PROPN
cana-3051	182	3	of	of	ADP
cana-3051	182	4	scientific	scientific	PROPN
cana-3051	182	5	&	&	CCONJ
cana-3051	182	6	technology	technology	PROPN
cana-3051	182	7	research	research	NOUN
cana-3051	182	8	.	.	PUNCT
cana-3051	183	1	volume	volume	NOUN
cana-3051	183	2	10	10	NUM
cana-3051	183	3	.	.	PUNCT
cana-3051	184	1	128	128	NUM
cana-3051	184	2	-	-	SYM
cana-3051	184	3	133	133	NUM
cana-3051	184	4	.	.	PUNCT
cana-3051	185	1	[	[	X
cana-3051	185	2	5	5	NUM
cana-3051	185	3	]	]	PUNCT
cana-3051	185	4	bandara	bandara	PROPN
cana-3051	185	5	,	,	PUNCT
cana-3051	185	6	i.	i.	PROPN
cana-3051	185	7	,	,	PUNCT
cana-3051	185	8	ioras	ioras	PROPN
cana-3051	185	9	,	,	PUNCT
cana-3051	185	10	f.	f.	PROPN
cana-3051	185	11	and	and	CCONJ
cana-3051	185	12	maher	maher	PROPN
cana-3051	185	13	,	,	PUNCT
cana-3051	185	14	k.	k.	PROPN
cana-3051	185	15	,	,	PUNCT
cana-3051	185	16	2014	2014	NUM
cana-3051	185	17	.	.	PUNCT
cana-3051	186	1	cyber	cyber	NOUN
cana-3051	186	2	security	security	NOUN
cana-3051	186	3	concerns	concern	NOUN
cana-3051	186	4	in	in	ADP
cana-3051	186	5	e	e	NOUN
cana-3051	186	6	-	-	ADJ
cana-3051	186	7	learning	learning	ADJ
cana-3051	186	8	education	education	NOUN
cana-3051	186	9	.	.	PUNCT
cana-3051	187	1	in	in	ADP
cana-3051	187	2	iceri2014	iceri2014	PROPN
cana-3051	187	3	proceedings	proceeding	NOUN
cana-3051	187	4	(	(	PUNCT
cana-3051	187	5	pp	pp	ADJ
cana-3051	187	6	.	.	PUNCT
cana-3051	187	7	728	728	NUM
cana-3051	187	8	-	-	SYM
cana-3051	187	9	734	734	NUM
cana-3051	187	10	)	)	PUNCT
cana-3051	187	11	.	.	PUNCT
cana-3051	188	1	iated	iate	VERB
cana-3051	188	2	.	.	PUNCT
cana-3051	189	1	[	[	X
cana-3051	189	2	6	6	NUM
cana-3051	189	3	]	]	X
cana-3051	189	4	singar	singar	NOUN
cana-3051	189	5	,	,	PUNCT
cana-3051	189	6	a.v	a.v	PROPN
cana-3051	189	7	.	.	PROPN
cana-3051	189	8	,	,	PUNCT
cana-3051	189	9	akhilesh	akhilesh	PROPN
cana-3051	189	10	,	,	PUNCT
cana-3051	189	11	k.b	k.b	PROPN
cana-3051	189	12	.	.	PUNCT
cana-3051	189	13	(	(	PUNCT
cana-3051	189	14	2020	2020	NUM
cana-3051	189	15	)	)	PUNCT
cana-3051	189	16	.	.	PUNCT
cana-3051	190	1	role	role	NOUN
cana-3051	190	2	of	of	ADP
cana-3051	190	3	cyber	cyber	NOUN
cana-3051	190	4	-	-	PUNCT
cana-3051	190	5	security	security	NOUN
cana-3051	190	6	in	in	ADP
cana-3051	190	7	higher	high	ADJ
cana-3051	190	8	education	education	NOUN
cana-3051	190	9	.	.	PUNCT
cana-3051	191	1	in	in	ADP
cana-3051	191	2	:	:	PUNCT
cana-3051	191	3	akhilesh	akhilesh	PROPN
cana-3051	191	4	,	,	PUNCT
cana-3051	191	5	k.	k.	PROPN
cana-3051	191	6	,	,	PUNCT
cana-3051	191	7	möller	möller	NOUN
cana-3051	191	8	,	,	PUNCT
cana-3051	191	9	d.	d.	PROPN
cana-3051	191	10	(	(	PUNCT
cana-3051	191	11	eds	eds	PROPN
cana-3051	191	12	)	)	PUNCT
cana-3051	191	13	smart	smart	ADJ
cana-3051	191	14	technologies	technology	NOUN
cana-3051	191	15	.	.	PUNCT
cana-3051	192	1	springer	springer	PROPN
cana-3051	192	2	,	,	PUNCT
cana-3051	192	3	singapore	singapore	PROPN
cana-3051	192	4	.	.	PUNCT
cana-3051	192	5	https://doi.org/10.1007/978-981-13-7139-4_19	https://doi.org/10.1007/978-981-13-7139-4_19	X
cana-3051	193	1	[	[	X
cana-3051	193	2	7	7	X
cana-3051	193	3	]	]	PUNCT
cana-3051	193	4	accessed	access	VERB
cana-3051	193	5	on	on	ADP
cana-3051	193	6	15.07.2024	15.07.2024	NUM
cana-3051	193	7	,	,	PUNCT
cana-3051	193	8	“	"	PUNCT
cana-3051	193	9	annual	annual	ADJ
cana-3051	193	10	report	report	NOUN
cana-3051	193	11	on	on	ADP
cana-3051	193	12	ransom	ransom	NOUN
cana-3051	193	13	-	-	PUNCT
cana-3051	193	14	ware	ware	NOUN
cana-3051	193	15	in	in	ADP
cana-3051	193	16	india	india	PROPN
cana-3051	193	17	202	202	NUM
cana-3051	193	18	,	,	PUNCT
cana-3051	193	19	”	"	PUNCT
cana-3051	193	20	https://www.certin.org.in/pdf/ransomware_report_2023.pdf	https://www.certin.org.in/pdf/ransomware_report_2023.pdf	NOUN
cana-3051	194	1	[	[	X
cana-3051	194	2	8	8	NUM
cana-3051	194	3	]	]	PUNCT
cana-3051	194	4	elkhail	elkhail	NOUN
cana-3051	194	5	,	,	PUNCT
cana-3051	194	6	a.a	a.a	PROPN
cana-3051	194	7	.	.	PROPN
cana-3051	194	8	,	,	PUNCT
cana-3051	194	9	refat	refat	NOUN
cana-3051	194	10	,	,	PUNCT
cana-3051	194	11	r.u.d	r.u.d	NOUN
cana-3051	194	12	.	.	PROPN
cana-3051	194	13	,	,	PUNCT
cana-3051	194	14	habre	habre	PROPN
cana-3051	194	15	,	,	PUNCT
cana-3051	194	16	r.	r.	PROPN
cana-3051	194	17	,	,	PUNCT
cana-3051	194	18	hafeez	hafeez	PROPN
cana-3051	194	19	,	,	PUNCT
cana-3051	194	20	a.	a.	PROPN
cana-3051	194	21	,	,	PUNCT
cana-3051	194	22	bacha	bacha	PROPN
cana-3051	194	23	,	,	PUNCT
cana-3051	194	24	a.	a.	PROPN
cana-3051	194	25	and	and	CCONJ
cana-3051	194	26	malik	malik	PROPN
cana-3051	194	27	,	,	PUNCT
cana-3051	194	28	h.	h.	PROPN
cana-3051	194	29	,	,	PUNCT
cana-3051	194	30	2021	2021	NUM
cana-3051	194	31	.	.	PUNCT
cana-3051	195	1	vehicle	vehicle	NOUN
cana-3051	195	2	security	security	NOUN
cana-3051	195	3	:	:	PUNCT
cana-3051	195	4	a	a	DET
cana-3051	195	5	survey	survey	NOUN
cana-3051	195	6	of	of	ADP
cana-3051	195	7	security	security	NOUN
cana-3051	195	8	issues	issue	NOUN
cana-3051	195	9	and	and	CCONJ
cana-3051	195	10	vulnerabilities	vulnerability	NOUN
cana-3051	195	11	,	,	PUNCT
cana-3051	195	12	malware	malware	NOUN
cana-3051	195	13	attacks	attack	NOUN
cana-3051	195	14	and	and	CCONJ
cana-3051	195	15	defenses	defense	NOUN
cana-3051	195	16	.	.	PUNCT
cana-3051	196	1	ieee	ieee	NOUN
cana-3051	196	2	access	access	NOUN
cana-3051	196	3	,	,	PUNCT
cana-3051	196	4	9	9	NUM
cana-3051	196	5	,	,	PUNCT
cana-3051	196	6	pp.162401	pp.162401	PROPN
cana-3051	196	7	-	-	PUNCT
cana-3051	196	8	162437	162437	NUM
cana-3051	196	9	.	.	PUNCT
cana-3051	197	1	[	[	X
cana-3051	197	2	9	9	NUM
cana-3051	197	3	]	]	X
cana-3051	197	4	cheng	cheng	PROPN
cana-3051	197	5	,	,	PUNCT
cana-3051	197	6	e.c.k	e.c.k	PROPN
cana-3051	197	7	.	.	PUNCT
cana-3051	197	8	;	;	PUNCT
cana-3051	197	9	wang	wang	PROPN
cana-3051	197	10	,	,	PUNCT
cana-3051	197	11	t.	t.	NOUN
cana-3051	197	12	institutional	institutional	ADJ
cana-3051	197	13	strategies	strategy	NOUN
cana-3051	197	14	for	for	ADP
cana-3051	197	15	cybersecurity	cybersecurity	NOUN
cana-3051	197	16	in	in	ADP
cana-3051	197	17	higher	high	ADJ
cana-3051	197	18	education	education	NOUN
cana-3051	197	19	institutions	institution	NOUN
cana-3051	197	20	.	.	PUNCT
cana-3051	198	1	information	information	NOUN
cana-3051	198	2	2022	2022	NUM
cana-3051	198	3	,	,	PUNCT
cana-3051	198	4	13	13	NUM
cana-3051	198	5	,	,	PUNCT
cana-3051	198	6	192	192	NUM
cana-3051	198	7	.	.	PUNCT
cana-3051	199	1	https://doi.org/10.3390/info13040192	https://doi.org/10.3390/info13040192	NOUN
cana-3051	200	1	[	[	X
cana-3051	200	2	10	10	NUM
cana-3051	200	3	]	]	X
cana-3051	200	4	corradini	corradini	PROPN
cana-3051	200	5	,	,	PUNCT
cana-3051	200	6	i.	i.	PROPN
cana-3051	200	7	and	and	CCONJ
cana-3051	200	8	nardelli	nardelli	PROPN
cana-3051	200	9	,	,	PUNCT
cana-3051	200	10	e.	e.	PROPN
cana-3051	200	11	,	,	PUNCT
cana-3051	200	12	2020	2020	NUM
cana-3051	200	13	.	.	PUNCT
cana-3051	201	1	developing	develop	VERB
cana-3051	201	2	digital	digital	ADJ
cana-3051	201	3	awareness	awareness	NOUN
cana-3051	201	4	at	at	ADP
cana-3051	201	5	school	school	NOUN
cana-3051	201	6	:	:	PUNCT
cana-3051	201	7	a	a	DET
cana-3051	201	8	fundamental	fundamental	ADJ
cana-3051	201	9	step	step	NOUN
cana-3051	201	10	for	for	ADP
cana-3051	201	11	cybersecurity	cybersecurity	NOUN
cana-3051	201	12	education	education	NOUN
cana-3051	201	13	.	.	PUNCT
cana-3051	202	1	in	in	ADP
cana-3051	202	2	advances	advance	NOUN
cana-3051	202	3	in	in	ADP
cana-3051	202	4	human	human	ADJ
cana-3051	202	5	factors	factor	NOUN
cana-3051	202	6	in	in	ADP
cana-3051	202	7	cybersecurity	cybersecurity	NOUN
cana-3051	202	8	:	:	PUNCT
cana-3051	202	9	ahfe	ahfe	PROPN
cana-3051	202	10	2020	2020	NUM
cana-3051	202	11	virtual	virtual	ADJ
cana-3051	202	12	conference	conference	NOUN
cana-3051	202	13	on	on	ADP
cana-3051	202	14	human	human	ADJ
cana-3051	202	15	factors	factor	NOUN
cana-3051	202	16	in	in	ADP
cana-3051	202	17	cybersecurity	cybersecurity	NOUN
cana-3051	202	18	,	,	PUNCT
cana-3051	202	19	july	july	PROPN
cana-3051	202	20	16–20	16–20	NUM
cana-3051	202	21	,	,	PUNCT
cana-3051	202	22	2020	2020	NUM
cana-3051	202	23	,	,	PUNCT
cana-3051	202	24	usa	usa	PROPN
cana-3051	202	25	(	(	PUNCT
cana-3051	202	26	pp	pp	PROPN
cana-3051	202	27	.	.	PUNCT
cana-3051	203	1	102	102	NUM
cana-3051	203	2	-	-	SYM
cana-3051	203	3	110	110	NUM
cana-3051	203	4	)	)	PUNCT
cana-3051	203	5	.	.	PUNCT
cana-3051	204	1	springer	springer	NOUN
cana-3051	204	2	international	international	ADJ
cana-3051	204	3	publishing	publishing	NOUN
cana-3051	204	4	.	.	PUNCT
cana-3051	205	1	[	[	X
cana-3051	205	2	11	11	NUM
cana-3051	205	3	]	]	X
cana-3051	205	4	fisk	fisk	NOUN
cana-3051	205	5	,	,	PUNCT
cana-3051	205	6	p.	p.	NOUN
cana-3051	205	7	(	(	PUNCT
cana-3051	205	8	2017	2017	NUM
cana-3051	205	9	)	)	PUNCT
cana-3051	205	10	.	.	PUNCT
cana-3051	206	1	education	education	NOUN
cana-3051	206	2	4.0	4.0	NUM
cana-3051	206	3	…	…	PUNCT
cana-3051	206	4	the	the	DET
cana-3051	206	5	future	future	NOUN
cana-3051	206	6	of	of	ADP
cana-3051	206	7	learning	learning	NOUN
cana-3051	206	8	will	will	AUX
cana-3051	206	9	be	be	AUX
cana-3051	206	10	dramatically	dramatically	ADV
cana-3051	206	11	different	different	ADJ
cana-3051	206	12	,	,	PUNCT
cana-3051	206	13	in	in	ADP
cana-3051	206	14	school	school	NOUN
cana-3051	206	15	and	and	CCONJ
cana-3051	206	16	throughout	throughout	ADP
cana-3051	206	17	life	life	NOUN
cana-3051	206	18	.	.	PUNCT
cana-3051	207	1	retrieved	retrieve	VERB
cana-3051	207	2	from	from	ADP
cana-3051	207	3	https://www.peterfisk.com/2017/01/future-education-young-everyone-taught-together/	https://www.peterfisk.com/2017/01/future-education-young-everyone-taught-together/	NOUN
cana-3051	208	1	[	[	X
cana-3051	208	2	12	12	NUM
cana-3051	208	3	]	]	X
cana-3051	208	4	demir	demir	PROPN
cana-3051	208	5	,	,	PUNCT
cana-3051	208	6	k.a	k.a	PROPN
cana-3051	208	7	.	.	PROPN
cana-3051	208	8	,	,	PUNCT
cana-3051	208	9	2021	2021	NUM
cana-3051	208	10	.	.	PUNCT
cana-3051	209	1	smart	smart	ADJ
cana-3051	209	2	education	education	NOUN
cana-3051	209	3	framework	framework	NOUN
cana-3051	209	4	.	.	PUNCT
cana-3051	210	1	smart	smart	ADJ
cana-3051	210	2	learning	learning	NOUN
cana-3051	210	3	environments	environment	NOUN
cana-3051	210	4	,	,	PUNCT
cana-3051	210	5	8(1	8(1	NOUN
cana-3051	210	6	)	)	PUNCT
cana-3051	210	7	,	,	PUNCT
cana-3051	210	8	p.29	p.29	NOUN
cana-3051	210	9	.	.	PUNCT
cana-3051	211	1	[	[	X
cana-3051	211	2	13	13	NUM
cana-3051	211	3	]	]	X
cana-3051	211	4	chen	chen	PROPN
cana-3051	211	5	,	,	PUNCT
cana-3051	211	6	x.	x.	PROPN
cana-3051	211	7	,	,	PUNCT
cana-3051	211	8	zou	zou	PROPN
cana-3051	211	9	,	,	PUNCT
cana-3051	211	10	d.	d.	PROPN
cana-3051	211	11	,	,	PUNCT
cana-3051	211	12	xie	xie	PROPN
cana-3051	211	13	,	,	PUNCT
cana-3051	211	14	h.	h.	PROPN
cana-3051	211	15	and	and	CCONJ
cana-3051	211	16	wang	wang	PROPN
cana-3051	211	17	,	,	PUNCT
cana-3051	211	18	f.l	f.l	PROPN
cana-3051	211	19	.	.	PROPN
cana-3051	211	20	,	,	PUNCT
cana-3051	211	21	2021	2021	NUM
cana-3051	211	22	.	.	PUNCT
cana-3051	212	1	past	past	ADJ
cana-3051	212	2	,	,	PUNCT
cana-3051	212	3	present	present	ADJ
cana-3051	212	4	,	,	PUNCT
cana-3051	212	5	and	and	CCONJ
cana-3051	212	6	future	future	NOUN
cana-3051	212	7	of	of	ADP
cana-3051	212	8	smart	smart	ADJ
cana-3051	212	9	learning	learning	NOUN
cana-3051	212	10	:	:	PUNCT
cana-3051	212	11	a	a	DET
cana-3051	212	12	topic	topic	NOUN
cana-3051	212	13	-	-	PUNCT
cana-3051	212	14	based	base	VERB
cana-3051	212	15	bibliometric	bibliometric	ADJ
cana-3051	212	16	analysis	analysis	NOUN
cana-3051	212	17	.	.	PUNCT
cana-3051	213	1	international	international	ADJ
cana-3051	213	2	journal	journal	NOUN
cana-3051	213	3	of	of	ADP
cana-3051	213	4	educational	educational	ADJ
cana-3051	213	5	technology	technology	NOUN
cana-3051	213	6	in	in	ADP
cana-3051	213	7	higher	high	ADJ
cana-3051	213	8	education	education	NOUN
cana-3051	213	9	,	,	PUNCT
cana-3051	213	10	18(1	18(1	NUM
cana-3051	213	11	)	)	PUNCT
cana-3051	213	12	,	,	PUNCT
cana-3051	213	13	p.2	p.2	X
cana-3051	213	14	.	.	PUNCT
cana-3051	214	1	[	[	X
cana-3051	214	2	14	14	NUM
cana-3051	214	3	]	]	X
cana-3051	214	4	jamaludin	jamaludin	PROPN
cana-3051	214	5	,	,	PUNCT
cana-3051	214	6	r.	r.	PROPN
cana-3051	214	7	,	,	PUNCT
cana-3051	214	8	mckay	mckay	PROPN
cana-3051	214	9	,	,	PUNCT
cana-3051	214	10	e.	e.	PROPN
cana-3051	214	11	and	and	CCONJ
cana-3051	214	12	ledger	ledger	PROPN
cana-3051	214	13	,	,	PUNCT
cana-3051	214	14	s.	s.	PROPN
cana-3051	214	15	(	(	PUNCT
cana-3051	214	16	2020	2020	NUM
cana-3051	214	17	)	)	PUNCT
cana-3051	214	18	,	,	PUNCT
cana-3051	214	19	"	"	PUNCT
cana-3051	214	20	are	be	AUX
cana-3051	214	21	we	we	PRON
cana-3051	214	22	ready	ready	ADJ
cana-3051	214	23	for	for	ADP
cana-3051	214	24	education	education	NOUN
cana-3051	214	25	4.0	4.0	NUM
cana-3051	214	26	within	within	ADP
cana-3051	214	27	asean	asean	ADJ
cana-3051	214	28	higher	high	ADJ
cana-3051	214	29	education	education	NOUN
cana-3051	214	30	institutions	institution	NOUN
cana-3051	214	31	?	?	PUNCT
cana-3051	215	1	thriving	thrive	VERB
cana-3051	215	2	for	for	ADP
cana-3051	215	3	knowledge	knowledge	NOUN
cana-3051	215	4	,	,	PUNCT
cana-3051	215	5	industry	industry	NOUN
cana-3051	215	6	and	and	CCONJ
cana-3051	215	7	humanity	humanity	NOUN
cana-3051	215	8	in	in	ADP
cana-3051	215	9	a	a	DET
cana-3051	215	10	dynamic	dynamic	ADJ
cana-3051	215	11	higher	high	ADJ
cana-3051	215	12	education	education	NOUN
cana-3051	215	13	ecosystem	ecosystem	NOUN
cana-3051	215	14	?	?	PUNCT
cana-3051	215	15	"	"	PUNCT
cana-3051	215	16	,	,	PUNCT
cana-3051	215	17	journal	journal	NOUN
cana-3051	215	18	of	of	ADP
cana-3051	215	19	applied	apply	VERB
cana-3051	215	20	research	research	NOUN
cana-3051	215	21	in	in	ADP
cana-3051	215	22	higher	high	ADJ
cana-3051	215	23	education	education	NOUN
cana-3051	215	24	,	,	PUNCT
cana-3051	215	25	vol	vol	NOUN
cana-3051	215	26	.	.	PROPN
cana-3051	216	1	12	12	NUM
cana-3051	216	2	no	no	NOUN
cana-3051	216	3	.	.	NOUN
cana-3051	216	4	5	5	NUM
cana-3051	216	5	,	,	PUNCT
cana-3051	216	6	pp	pp	ADJ
cana-3051	216	7	.	.	PUNCT
cana-3051	216	8	1161	1161	NUM
cana-3051	216	9	-	-	SYM
cana-3051	216	10	1173	1173	NUM
cana-3051	216	11	.	.	PUNCT
cana-3051	217	1	https://doi.org/10.1108/jarhe-06-2019-0144	https://doi.org/10.1108/jarhe-06-2019-0144	PROPN
cana-3051	218	1	[	[	X
cana-3051	218	2	15	15	NUM
cana-3051	218	3	]	]	PUNCT
cana-3051	218	4	papadakis	papadaki	NOUN
cana-3051	218	5	,	,	PUNCT
cana-3051	218	6	s.	s.	PROPN
cana-3051	218	7	,	,	PUNCT
cana-3051	218	8	kravtsov	kravtsov	NOUN
cana-3051	218	9	,	,	PUNCT
cana-3051	218	10	h.m	h.m	PROPN
cana-3051	218	11	.	.	PROPN
cana-3051	218	12	,	,	PUNCT
cana-3051	218	13	osadchyi	osadchyi	PROPN
cana-3051	218	14	,	,	PUNCT
cana-3051	218	15	v.v	v.v	PROPN
cana-3051	218	16	.	.	PROPN
cana-3051	218	17	,	,	PUNCT
cana-3051	218	18	marienko	marienko	PROPN
cana-3051	218	19	,	,	PUNCT
cana-3051	218	20	m.v	m.v	PROPN
cana-3051	218	21	.	.	PROPN
cana-3051	218	22	,	,	PUNCT
cana-3051	218	23	pinchuk	pinchuk	ADJ
cana-3051	218	24	,	,	PUNCT
cana-3051	218	25	o.p	o.p	PROPN
cana-3051	218	26	.	.	PROPN
cana-3051	218	27	,	,	PUNCT
cana-3051	218	28	shyshkina	shyshkina	PROPN
cana-3051	218	29	,	,	PUNCT
cana-3051	218	30	m.p	m.p	PROPN
cana-3051	218	31	.	.	PROPN
cana-3051	218	32	,	,	PUNCT
cana-3051	218	33	sokolyuk	sokolyuk	NOUN
cana-3051	218	34	,	,	PUNCT
cana-3051	218	35	o.m	o.m	PROPN
cana-3051	218	36	.	.	PROPN
cana-3051	218	37	,	,	PUNCT
cana-3051	218	38	vakaliuk	vakaliuk	PROPN
cana-3051	218	39	,	,	PUNCT
cana-3051	218	40	t.a	t.a	PROPN
cana-3051	218	41	.	.	PROPN
cana-3051	218	42	and	and	CCONJ
cana-3051	218	43	striuk	striuk	NOUN
cana-3051	218	44	,	,	PUNCT
cana-3051	218	45	a.m.	a.m.	ADV
cana-3051	218	46	,	,	PUNCT
cana-3051	218	47	2023	2023	NUM
cana-3051	218	48	.	.	PUNCT
cana-3051	219	1	revolutionizing	revolutionize	VERB
cana-3051	219	2	education	education	NOUN
cana-3051	219	3	:	:	PUNCT
cana-3051	219	4	using	use	VERB
cana-3051	219	5	computer	computer	NOUN
cana-3051	219	6	simulation	simulation	NOUN
cana-3051	219	7	and	and	CCONJ
cana-3051	219	8	cloud	cloud	NOUN
cana-3051	219	9	-	-	PUNCT
cana-3051	219	10	based	base	VERB
cana-3051	219	11	smart	smart	ADJ
cana-3051	219	12	technology	technology	NOUN
cana-3051	219	13	to	to	PART
cana-3051	219	14	facilitate	facilitate	VERB
cana-3051	219	15	successful	successful	ADJ
cana-3051	219	16	open	open	ADJ
cana-3051	219	17	learning	learning	NOUN
cana-3051	219	18	.	.	PUNCT
cana-3051	220	1	[	[	X
cana-3051	220	2	16	16	NUM
cana-3051	220	3	]	]	X
cana-3051	220	4	lovett	lovett	PROPN
cana-3051	220	5	,	,	PUNCT
cana-3051	220	6	m.c	m.c	PROPN
cana-3051	220	7	.	.	PROPN
cana-3051	220	8	,	,	PUNCT
cana-3051	220	9	bridges	bridge	NOUN
cana-3051	220	10	,	,	PUNCT
cana-3051	220	11	m.w	m.w	PROPN
cana-3051	220	12	.	.	PROPN
cana-3051	220	13	,	,	PUNCT
cana-3051	220	14	dipietro	dipietro	PROPN
cana-3051	220	15	,	,	PUNCT
cana-3051	220	16	m.	m.	NOUN
cana-3051	220	17	,	,	PUNCT
cana-3051	220	18	ambrose	ambrose	PROPN
cana-3051	220	19	,	,	PUNCT
cana-3051	220	20	s.a	s.a	PROPN
cana-3051	220	21	.	.	PROPN
cana-3051	220	22	and	and	CCONJ
cana-3051	220	23	norman	norman	PROPN
cana-3051	220	24	,	,	PUNCT
cana-3051	220	25	m.k	m.k	PROPN
cana-3051	220	26	.	.	PROPN
cana-3051	220	27	,	,	PUNCT
cana-3051	220	28	2023	2023	NUM
cana-3051	220	29	.	.	PUNCT
cana-3051	221	1	how	how	SCONJ
cana-3051	221	2	learning	learning	NOUN
cana-3051	221	3	works	work	VERB
cana-3051	221	4	:	:	PUNCT
cana-3051	221	5	eight	eight	NUM
cana-3051	221	6	research	research	NOUN
cana-3051	221	7	-	-	PUNCT
cana-3051	221	8	based	base	VERB
cana-3051	221	9	principles	principle	NOUN
cana-3051	221	10	for	for	ADP
cana-3051	221	11	smart	smart	ADJ
cana-3051	221	12	teaching	teaching	NOUN
cana-3051	221	13	.	.	PUNCT
cana-3051	222	1	john	john	PROPN
cana-3051	222	2	wiley	wiley	PROPN
cana-3051	222	3	&	&	CCONJ
cana-3051	222	4	sons	son	NOUN
cana-3051	222	5	.	.	PUNCT
cana-3051	223	1	[	[	X
cana-3051	223	2	17	17	NUM
cana-3051	223	3	]	]	X
cana-3051	223	4	gonzález	gonzález	PROPN
cana-3051	223	5	-	-	PUNCT
cana-3051	223	6	pérez	pérez	NOUN
cana-3051	223	7	,	,	PUNCT
cana-3051	223	8	laura	laura	NOUN
cana-3051	223	9	icela	icela	PROPN
cana-3051	223	10	,	,	PUNCT
cana-3051	223	11	and	and	CCONJ
cana-3051	223	12	maría	maría	PROPN
cana-3051	223	13	soledad	soledad	PROPN
cana-3051	223	14	ramírez	ramírez	PROPN
cana-3051	223	15	-	-	PUNCT
cana-3051	223	16	montoya	montoya	NOUN
cana-3051	223	17	.	.	PUNCT
cana-3051	224	1	"	"	PUNCT
cana-3051	224	2	components	component	NOUN
cana-3051	224	3	of	of	ADP
cana-3051	224	4	education	education	NOUN
cana-3051	224	5	4.0	4.0	NUM
cana-3051	224	6	in	in	ADP
cana-3051	224	7	21st	21st	ADJ
cana-3051	224	8	century	century	NOUN
cana-3051	224	9	skills	skill	NOUN
cana-3051	224	10	frameworks	framework	NOUN
cana-3051	224	11	:	:	PUNCT
cana-3051	224	12	systematic	systematic	ADJ
cana-3051	224	13	review	review	NOUN
cana-3051	224	14	.	.	PUNCT
cana-3051	224	15	"	"	PUNCT
cana-3051	225	1	sustainability	sustainability	NOUN
cana-3051	225	2	14.3	14.3	NUM
cana-3051	225	3	(	(	PUNCT
cana-3051	225	4	2022	2022	NUM
cana-3051	225	5	):	):	PUNCT
cana-3051	225	6	1493	1493	NUM
cana-3051	225	7	.	.	PUNCT
cana-3051	226	1	[	[	X
cana-3051	226	2	18	18	NUM
cana-3051	226	3	]	]	SYM
cana-3051	226	4	cui	cui	PROPN
cana-3051	226	5	,	,	PUNCT
cana-3051	226	6	q.	q.	PROPN
cana-3051	226	7	,	,	PUNCT
cana-3051	226	8	2023	2023	NUM
cana-3051	226	9	.	.	PUNCT
cana-3051	226	10	multimedia	multimedia	NOUN
cana-3051	226	11	teaching	teaching	NOUN
cana-3051	226	12	for	for	ADP
cana-3051	226	13	applied	apply	VERB
cana-3051	226	14	linguistic	linguistic	ADJ
cana-3051	226	15	smart	smart	ADJ
cana-3051	226	16	education	education	NOUN
cana-3051	226	17	system	system	NOUN
cana-3051	226	18	.	.	PUNCT
cana-3051	227	1	international	international	ADJ
cana-3051	227	2	journal	journal	PROPN
cana-3051	227	3	of	of	ADP
cana-3051	227	4	human	human	ADJ
cana-3051	227	5	–	–	PUNCT
cana-3051	227	6	computer	computer	NOUN
cana-3051	227	7	interaction	interaction	NOUN
cana-3051	227	8	,	,	PUNCT
cana-3051	227	9	39(1	39(1	NUM
cana-3051	227	10	)	)	PUNCT
cana-3051	227	11	,	,	PUNCT
cana-3051	227	12	pp.272	pp.272	NOUN
cana-3051	227	13	-	-	PUNCT
cana-3051	227	14	281	281	NUM
cana-3051	227	15	.	.	PUNCT
cana-3051	228	1	[	[	X
cana-3051	228	2	19	19	NUM
cana-3051	228	3	]	]	X
cana-3051	228	4	nguyen	nguyen	NOUN
cana-3051	228	5	,	,	PUNCT
cana-3051	228	6	a.	a.	PROPN
cana-3051	228	7	,	,	PUNCT
cana-3051	228	8	ngo	ngo	PROPN
cana-3051	228	9	,	,	PUNCT
cana-3051	228	10	h.n	h.n	PROPN
cana-3051	228	11	.	.	PROPN
cana-3051	228	12	,	,	PUNCT
cana-3051	228	13	hong	hong	PROPN
cana-3051	228	14	,	,	PUNCT
cana-3051	228	15	y.	y.	PROPN
cana-3051	228	16	,	,	PUNCT
cana-3051	228	17	dang	dang	PROPN
cana-3051	228	18	,	,	PUNCT
cana-3051	228	19	b.	b.	PROPN
cana-3051	228	20	and	and	CCONJ
cana-3051	228	21	nguyen	nguyen	PROPN
cana-3051	228	22	,	,	PUNCT
cana-3051	228	23	b.p.t	b.p.t	NOUN
cana-3051	228	24	.	.	PROPN
cana-3051	228	25	,	,	PUNCT
cana-3051	228	26	2023	2023	NUM
cana-3051	228	27	.	.	PUNCT
cana-3051	229	1	ethical	ethical	ADJ
cana-3051	229	2	principles	principle	NOUN
cana-3051	229	3	for	for	ADP
cana-3051	229	4	artificial	artificial	ADJ
cana-3051	229	5	intelligence	intelligence	NOUN
cana-3051	229	6	in	in	ADP
cana-3051	229	7	education	education	NOUN
cana-3051	229	8	.	.	PUNCT
cana-3051	230	1	education	education	NOUN
cana-3051	230	2	and	and	CCONJ
cana-3051	230	3	information	information	NOUN
cana-3051	230	4	technologies	technology	NOUN
cana-3051	230	5	,	,	PUNCT
cana-3051	230	6	28(4	28(4	NUM
cana-3051	230	7	)	)	PUNCT
cana-3051	230	8	,	,	PUNCT
cana-3051	230	9	pp.4221	pp.4221	PROPN
cana-3051	230	10	-	-	SYM
cana-3051	230	11	4241	4241	NUM
cana-3051	230	12	.	.	PUNCT
cana-3051	231	1	[	[	X
cana-3051	231	2	20	20	NUM
cana-3051	231	3	]	]	SYM
cana-3051	231	4	chatterjee	chatterjee	PROPN
cana-3051	231	5	,	,	PUNCT
cana-3051	231	6	r.	r.	PROPN
cana-3051	231	7	,	,	PUNCT
cana-3051	231	8	bandyopadhyay	bandyopadhyay	NOUN
cana-3051	231	9	,	,	PUNCT
cana-3051	231	10	a.	a.	PROPN
cana-3051	231	11	,	,	PUNCT
cana-3051	231	12	chakraborty	chakraborty	PROPN
cana-3051	231	13	,	,	PUNCT
cana-3051	231	14	s.	s.	PROPN
cana-3051	231	15	and	and	CCONJ
cana-3051	231	16	dutta	dutta	PROPN
cana-3051	231	17	,	,	PUNCT
cana-3051	231	18	s.	s.	PROPN
cana-3051	231	19	,	,	PUNCT
cana-3051	231	20	2023	2023	NUM
cana-3051	231	21	.	.	PUNCT
cana-3051	232	1	digital	digital	ADJ
cana-3051	232	2	education	education	NOUN
cana-3051	232	3	:	:	PUNCT
cana-3051	232	4	the	the	DET
cana-3051	232	5	basics	basic	NOUN
cana-3051	232	6	with	with	ADP
cana-3051	232	7	slant	slant	NOUN
cana-3051	232	8	to	to	ADP
cana-3051	232	9	digital	digital	ADJ
cana-3051	232	10	pedagogy	pedagogy	NOUN
cana-3051	232	11	-	-	PUNCT
cana-3051	232	12	an	an	DET
cana-3051	232	13	overview	overview	NOUN
cana-3051	232	14	.	.	PUNCT
cana-3051	233	1	digital	digital	ADJ
cana-3051	233	2	learning	learning	NOUN
cana-3051	233	3	based	base	VERB
cana-3051	233	4	education	education	NOUN
cana-3051	233	5	:	:	PUNCT
cana-3051	233	6	transcending	transcend	VERB
cana-3051	233	7	physical	physical	ADJ
cana-3051	233	8	barriers	barrier	NOUN
cana-3051	233	9	,	,	PUNCT
cana-3051	233	10	pp.63	pp.63	NOUN
cana-3051	233	11	-	-	ADJ
cana-3051	233	12	80	80	NUM
cana-3051	233	13	.	.	PUNCT
cana-3051	234	1	[	[	X
cana-3051	234	2	21	21	NUM
cana-3051	234	3	]	]	X
cana-3051	234	4	j.	j.	PROPN
cana-3051	234	5	udvaros	udvaros	PROPN
cana-3051	234	6	,	,	PUNCT
cana-3051	234	7	n.	n.	PROPN
cana-3051	234	8	forman	forman	PROPN
cana-3051	234	9	(	(	PUNCT
cana-3051	234	10	2023	2023	NUM
cana-3051	234	11	)	)	PUNCT
cana-3051	234	12	artificial	artificial	ADJ
cana-3051	234	13	intelligence	intelligence	NOUN
cana-3051	234	14	and	and	CCONJ
cana-3051	234	15	education	education	NOUN
cana-3051	234	16	4.0	4.0	NUM
cana-3051	234	17	,	,	PUNCT
cana-3051	234	18	inted2023	inted2023	PROPN
cana-3051	234	19	proceedings	proceeding	NOUN
cana-3051	234	20	,	,	PUNCT
cana-3051	234	21	pp	pp	X
cana-3051	234	22	.	.	PUNCT
cana-3051	235	1	6309-6317.doi	6309-6317.doi	NOUN
cana-3051	235	2	:	:	PUNCT
cana-3051	236	1	10.21125	10.21125	NUM
cana-3051	236	2	/	/	SYM
cana-3051	236	3	inted.2023.1670	inted.2023.1670	NOUN
cana-3051	236	4	[	[	X
cana-3051	236	5	22	22	NUM
cana-3051	236	6	]	]	X
cana-3051	236	7	lin	lin	PROPN
cana-3051	236	8	,	,	PUNCT
cana-3051	236	9	c.c	c.c	PROPN
cana-3051	236	10	.	.	PROPN
cana-3051	236	11	,	,	PUNCT
cana-3051	236	12	huang	huang	PROPN
cana-3051	236	13	,	,	PUNCT
cana-3051	236	14	a.y	a.y	PROPN
cana-3051	236	15	.	.	PROPN
cana-3051	236	16	and	and	CCONJ
cana-3051	236	17	lu	lu	PROPN
cana-3051	236	18	,	,	PUNCT
cana-3051	236	19	o.h	o.h	PROPN
cana-3051	236	20	.	.	PROPN
cana-3051	236	21	,	,	PUNCT
cana-3051	236	22	2023	2023	NUM
cana-3051	236	23	.	.	PUNCT
cana-3051	236	24	artificial	artificial	ADJ
cana-3051	236	25	intelligence	intelligence	NOUN
cana-3051	236	26	in	in	ADP
cana-3051	236	27	intelligent	intelligent	ADJ
cana-3051	236	28	tutoring	tutoring	NOUN
cana-3051	236	29	systems	system	NOUN
cana-3051	236	30	toward	toward	ADP
cana-3051	236	31	sustainable	sustainable	ADJ
cana-3051	236	32	education	education	NOUN
cana-3051	236	33	:	:	PUNCT
cana-3051	236	34	a	a	DET
cana-3051	236	35	systematic	systematic	ADJ
cana-3051	236	36	review	review	NOUN
cana-3051	236	37	.	.	PUNCT
cana-3051	237	1	smart	smart	ADJ
cana-3051	237	2	learning	learning	NOUN
cana-3051	237	3	environments	environment	NOUN
cana-3051	237	4	,	,	PUNCT
cana-3051	237	5	10(1	10(1	NUM
cana-3051	237	6	)	)	PUNCT
cana-3051	237	7	,	,	PUNCT
cana-3051	237	8	p.41	p.41	VERB
cana-3051	237	9	.	.	PUNCT
cana-3051	238	1	[	[	X
cana-3051	238	2	23	23	NUM
cana-3051	238	3	]	]	X
cana-3051	238	4	sarowski	sarowski	PROPN
cana-3051	238	5	,	,	PUNCT
cana-3051	238	6	ł	ł	PROPN
cana-3051	238	7	.	.	PROPN
cana-3051	238	8	2017	2017	NUM
cana-3051	238	9	)	)	PUNCT
cana-3051	238	10	.	.	PUNCT
cana-3051	239	1	od	od	PROPN
cana-3051	239	2	internetu	internetu	PROPN
cana-3051	239	3	web	web	PROPN
cana-3051	239	4	1.0	1.0	NUM
cana-3051	239	5	do	do	AUX
cana-3051	239	6	internetu	internetu	PROPN
cana-3051	239	7	web	web	NOUN
cana-3051	239	8	4.0	4.0	NUM
cana-3051	239	9	–	–	PUNCT
cana-3051	239	10	ewolucja	ewolucja	NUM
cana-3051	239	11	form	form	NOUN
cana-3051	239	12	przestrzeni	przestrzeni	ADJ
cana-3051	239	13	komunikacyjnych	komunikacyjnych	PROPN
cana-3051	239	14	w	w	ADP
cana-3051	239	15	globalnej	globalnej	ADJ
cana-3051	239	16	sieci	sieci	NOUN
cana-3051	239	17	.	.	PUNCT
cana-3051	240	1	[	[	X
cana-3051	240	2	from	from	ADP
cana-3051	240	3	web	web	NOUN
cana-3051	240	4	1.0	1.0	NUM
cana-3051	240	5	to	to	PART
cana-3051	240	6	web	web	NOUN
cana-3051	240	7	4.0	4.0	NUM
cana-3051	240	8	–	–	PUNCT
cana-3051	240	9	evolution	evolution	NOUN
cana-3051	240	10	of	of	ADP
cana-3051	240	11	communication	communication	NOUN
cana-3051	240	12	space	space	NOUN
cana-3051	240	13	forms	form	NOUN
cana-3051	240	14	in	in	ADP
cana-3051	240	15	the	the	DET
cana-3051	240	16	global	global	ADJ
cana-3051	240	17	network	network	NOUN
cana-3051	240	18	.	.	PUNCT
cana-3051	240	19	]	]	PUNCT
cana-3051	241	1	rozprawy	rozprawy	PROPN
cana-3051	241	2	społeczne	społeczne	NOUN
cana-3051	242	1	[	[	X
cana-3051	242	2	social	social	ADJ
cana-3051	242	3	considerations	consideration	NOUN
cana-3051	242	4	]	]	PUNCT
cana-3051	242	5	,	,	PUNCT
cana-3051	242	6	11	11	NUM
cana-3051	242	7	,	,	PUNCT
cana-3051	242	8	32	32	NUM
cana-3051	242	9	-	-	SYM
cana-3051	242	10	39	39	NUM
cana-3051	242	11	.	.	PUNCT
cana-3051	243	1	[	[	X
cana-3051	243	2	24	24	NUM
cana-3051	243	3	]	]	X
cana-3051	243	4	dimitriadou	dimitriadou	ADJ
cana-3051	243	5	,	,	PUNCT
cana-3051	243	6	e.	e.	PROPN
cana-3051	243	7	and	and	CCONJ
cana-3051	243	8	lanitis	lanitis	PROPN
cana-3051	243	9	,	,	PUNCT
cana-3051	243	10	a.	a.	NOUN
cana-3051	243	11	,	,	PUNCT
cana-3051	243	12	2023	2023	NUM
cana-3051	243	13	.	.	PUNCT
cana-3051	244	1	a	a	DET
cana-3051	244	2	critical	critical	ADJ
cana-3051	244	3	evaluation	evaluation	NOUN
cana-3051	244	4	,	,	PUNCT
cana-3051	244	5	challenges	challenge	NOUN
cana-3051	244	6	,	,	PUNCT
cana-3051	244	7	and	and	CCONJ
cana-3051	244	8	future	future	ADJ
cana-3051	244	9	perspectives	perspective	NOUN
cana-3051	244	10	of	of	ADP
cana-3051	244	11	using	use	VERB
cana-3051	244	12	artificial	artificial	ADJ
cana-3051	244	13	intelligence	intelligence	NOUN
cana-3051	244	14	and	and	CCONJ
cana-3051	244	15	emerging	emerge	VERB
cana-3051	244	16	technologies	technology	NOUN
cana-3051	244	17	in	in	ADP
cana-3051	244	18	smart	smart	ADJ
cana-3051	244	19	classrooms	classroom	NOUN
cana-3051	244	20	.	.	PUNCT
cana-3051	245	1	smart	smart	ADJ
cana-3051	245	2	learning	learning	NOUN
cana-3051	245	3	environments	environment	NOUN
cana-3051	245	4	,	,	PUNCT
cana-3051	245	5	10(1	10(1	NUM
cana-3051	245	6	)	)	PUNCT
cana-3051	245	7	,	,	PUNCT
cana-3051	245	8	p.12	p.12	X
cana-3051	245	9	.	.	PUNCT
cana-3051	245	10	communications	communication	NOUN
cana-3051	245	11	on	on	ADP
cana-3051	245	12	applied	apply	VERB
cana-3051	245	13	nonlinear	nonlinear	ADJ
cana-3051	245	14	analysis	analysis	NOUN
cana-3051	245	15	issn	issn	NOUN
cana-3051	245	16	:	:	PUNCT
cana-3051	245	17	1074	1074	NUM
cana-3051	245	18	-	-	PUNCT
cana-3051	245	19	133x	133x	NUM
cana-3051	245	20	vol	vol	NOUN
cana-3051	245	21	32	32	NUM
cana-3051	245	22	no	no	NOUN
cana-3051	245	23	.	.	PUNCT
cana-3051	246	1	5s	5s	NUM
cana-3051	246	2	(	(	PUNCT
cana-3051	246	3	2025	2025	NUM
cana-3051	246	4	)	)	PUNCT
cana-3051	246	5	252	252	NUM
cana-3051	246	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3051	247	1	[	[	X
cana-3051	247	2	25	25	NUM
cana-3051	247	3	]	]	X
cana-3051	247	4	do	do	VERB
cana-3051	247	5	rosário	rosário	PROPN
cana-3051	247	6	cabrita	cabrita	PROPN
cana-3051	247	7	,	,	PUNCT
cana-3051	247	8	m.	m.	NOUN
cana-3051	247	9	,	,	PUNCT
cana-3051	247	10	safari	safari	NOUN
cana-3051	247	11	,	,	PUNCT
cana-3051	247	12	h.	h.	NOUN
cana-3051	247	13	and	and	CCONJ
cana-3051	247	14	dueñas	dueñas	NOUN
cana-3051	247	15	,	,	PUNCT
cana-3051	247	16	m.d.p.m	m.d.p.m	PROPN
cana-3051	247	17	.	.	PROPN
cana-3051	247	18	,	,	PUNCT
cana-3051	247	19	2020	2020	NUM
cana-3051	247	20	.	.	PUNCT
cana-3051	248	1	preparing	prepare	VERB
cana-3051	248	2	for	for	ADP
cana-3051	248	3	education	education	NOUN
cana-3051	248	4	4.0	4.0	NUM
cana-3051	248	5	:	:	PUNCT
cana-3051	248	6	skills	skill	NOUN
cana-3051	248	7	facing	face	VERB
cana-3051	248	8	economic	economic	ADJ
cana-3051	248	9	,	,	PUNCT
cana-3051	248	10	social	social	ADJ
cana-3051	248	11	and	and	CCONJ
cana-3051	248	12	environmental	environmental	ADJ
cana-3051	248	13	challenges	challenge	NOUN
cana-3051	248	14	.	.	PUNCT
cana-3051	249	1	international	international	ADJ
cana-3051	249	2	journal	journal	PROPN
cana-3051	249	3	of	of	ADP
cana-3051	249	4	innovation	innovation	NOUN
cana-3051	249	5	,	,	PUNCT
cana-3051	249	6	management	management	NOUN
cana-3051	249	7	and	and	CCONJ
cana-3051	249	8	technology	technology	NOUN
cana-3051	249	9	,	,	PUNCT
cana-3051	249	10	11(1	11(1	NUM
cana-3051	249	11	)	)	PUNCT
cana-3051	249	12	,	,	PUNCT
cana-3051	249	13	pp.3337	pp.3337	PROPN
cana-3051	249	14	.	.	PUNCT
cana-3051	250	1	[	[	X
cana-3051	250	2	26	26	NUM
cana-3051	250	3	]	]	X
cana-3051	250	4	singh	singh	PROPN
cana-3051	250	5	,	,	PUNCT
cana-3051	250	6	h.	h.	PROPN
cana-3051	250	7	and	and	CCONJ
cana-3051	250	8	miah	miah	PROPN
cana-3051	250	9	,	,	PUNCT
cana-3051	250	10	s.j	s.j	PROPN
cana-3051	250	11	.	.	PROPN
cana-3051	250	12	,	,	PUNCT
cana-3051	250	13	2020	2020	NUM
cana-3051	250	14	.	.	PUNCT
cana-3051	250	15	smart	smart	ADJ
cana-3051	250	16	education	education	NOUN
cana-3051	250	17	literature	literature	NOUN
cana-3051	250	18	:	:	PUNCT
cana-3051	250	19	a	a	DET
cana-3051	250	20	theoretical	theoretical	ADJ
cana-3051	250	21	analysis	analysis	NOUN
cana-3051	250	22	.	.	PUNCT
cana-3051	251	1	education	education	NOUN
cana-3051	251	2	and	and	CCONJ
cana-3051	251	3	information	information	NOUN
cana-3051	251	4	technologies	technology	NOUN
cana-3051	251	5	,	,	PUNCT
cana-3051	251	6	25(4	25(4	NOUN
cana-3051	251	7	)	)	PUNCT
cana-3051	251	8	,	,	PUNCT
cana-3051	251	9	pp.3299	pp.3299	NOUN
cana-3051	251	10	-	-	PUNCT
cana-3051	251	11	3328	3328	NUM
cana-3051	251	12	.	.	PUNCT
cana-3051	251	13	,	,	PUNCT
cana-3051	251	14	jabbar	jabbar	PROPN
cana-3051	251	15	,	,	PUNCT
cana-3051	251	16	m.a	m.a	PROPN
cana-3051	251	17	.	.	PROPN
cana-3051	251	18	and	and	CCONJ
cana-3051	251	19	aluvalu	aluvalu	PROPN
cana-3051	251	20	,	,	PUNCT
cana-3051	251	21	r.	r.	PROPN
cana-3051	251	22	,	,	PUNCT
cana-3051	251	23	2017	2017	NUM
cana-3051	251	24	,	,	PUNCT
cana-3051	251	25	august	august	PROPN
cana-3051	251	26	.	.	PUNCT
cana-3051	252	1	smart	smart	ADJ
cana-3051	252	2	cities	city	NOUN
cana-3051	252	3	in	in	ADP
cana-3051	252	4	india	india	PROPN
cana-3051	252	5	:	:	PUNCT
cana-3051	252	6	are	be	AUX
cana-3051	252	7	we	we	PRON
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cana-3051	252	9	enough	enough	ADV
cana-3051	252	10	?	?	PUNCT
cana-3051	252	11	.	.	PUNCT
cana-3051	253	1	in	in	ADP
cana-3051	253	2	2017	2017	NUM
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cana-3051	253	4	conference	conference	NOUN
cana-3051	253	5	on	on	ADP
cana-3051	253	6	smart	smart	ADJ
cana-3051	253	7	technologies	technology	NOUN
cana-3051	253	8	for	for	ADP
cana-3051	253	9	smart	smart	ADJ
cana-3051	253	10	nation	nation	NOUN
cana-3051	253	11	(	(	PUNCT
cana-3051	253	12	smarttechcon	smarttechcon	PROPN
cana-3051	253	13	)	)	PUNCT
cana-3051	253	14	(	(	PUNCT
cana-3051	253	15	pp	pp	ADV
cana-3051	253	16	.	.	NOUN
cana-3051	253	17	10231026	10231026	NUM
cana-3051	253	18	)	)	PUNCT
cana-3051	253	19	.	.	PUNCT
cana-3051	254	1	ieee	ieee	PROPN
cana-3051	254	2	.	.	PROPN
cana-3051	254	3	,	,	PUNCT
cana-3051	254	4	sharma	sharma	PROPN
cana-3051	254	5	,	,	PUNCT
cana-3051	254	6	p.	p.	NOUN
cana-3051	254	7	and	and	CCONJ
cana-3051	254	8	rajput	rajput	PROPN
cana-3051	254	9	,	,	PUNCT
cana-3051	254	10	s.	s.	PROPN
cana-3051	254	11	eds	eds	PROPN
cana-3051	254	12	.	.	PROPN
cana-3051	254	13	,	,	PUNCT
cana-3051	254	14	2017	2017	NUM
cana-3051	254	15	.	.	PUNCT
cana-3051	255	1	sustainable	sustainable	ADJ
cana-3051	255	2	smart	smart	ADJ
cana-3051	255	3	cities	city	NOUN
cana-3051	255	4	in	in	ADP
cana-3051	255	5	india	india	PROPN
cana-3051	255	6	:	:	PUNCT
cana-3051	255	7	challenges	challenge	NOUN
cana-3051	255	8	and	and	CCONJ
cana-3051	255	9	future	future	ADJ
cana-3051	255	10	perspectives	perspective	NOUN
cana-3051	255	11	.	.	PUNCT
cana-3051	256	1	springer	springer	NOUN
cana-3051	256	2	.	.	PUNCT
cana-3051	257	1	[	[	X
cana-3051	257	2	27	27	NUM
cana-3051	257	3	]	]	X
cana-3051	257	4	lee	lee	PROPN
cana-3051	257	5	,	,	PUNCT
cana-3051	257	6	s.h	s.h	PROPN
cana-3051	257	7	.	.	PROPN
cana-3051	257	8	,	,	PUNCT
cana-3051	257	9	2014	2014	NUM
cana-3051	257	10	.	.	PUNCT
cana-3051	258	1	digital	digital	ADJ
cana-3051	258	2	literacy	literacy	NOUN
cana-3051	258	3	education	education	NOUN
cana-3051	258	4	for	for	ADP
cana-3051	258	5	the	the	DET
cana-3051	258	6	development	development	NOUN
cana-3051	258	7	of	of	ADP
cana-3051	258	8	digital	digital	ADJ
cana-3051	258	9	literacy	literacy	NOUN
cana-3051	258	10	.	.	PUNCT
cana-3051	259	1	international	international	ADJ
cana-3051	259	2	journal	journal	NOUN
cana-3051	259	3	of	of	ADP
cana-3051	259	4	digital	digital	ADJ
cana-3051	259	5	literacy	literacy	NOUN
cana-3051	259	6	and	and	CCONJ
cana-3051	259	7	digital	digital	ADJ
cana-3051	259	8	competence	competence	NOUN
cana-3051	259	9	(	(	PUNCT
cana-3051	259	10	ijdldc	ijdldc	NOUN
cana-3051	259	11	)	)	PUNCT
cana-3051	259	12	,	,	PUNCT
cana-3051	259	13	5(3	5(3	NUM
cana-3051	259	14	)	)	PUNCT
cana-3051	259	15	,	,	PUNCT
cana-3051	259	16	pp.29	pp.29	NOUN
cana-3051	259	17	-	-	PUNCT
cana-3051	259	18	43	43	NUM
cana-3051	259	19	.	.	PUNCT
cana-3051	259	20	]	]	PUNCT
cana-3051	259	21	.	.	PUNCT
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cana-3051	260	2	and	and	CCONJ
cana-3051	260	3	students	student	NOUN
cana-3051	260	4	are	be	AUX
cana-3051	260	5	also	also	ADV
cana-3051	260	6	not	not	PART
cana-3051	260	7	aware	aware	ADJ
cana-3051	260	8	about	about	ADP
cana-3051	260	9	the	the	DET
cana-3051	260	10	smart	smart	ADJ
cana-3051	260	11	education	education	NOUN
cana-3051	260	12	methods	method	NOUN
cana-3051	260	13	,	,	PUNCT
cana-3051	260	14	platforms	platform	NOUN
cana-3051	260	15	and	and	CCONJ
cana-3051	260	16	techniques	technique	NOUN
cana-3051	260	17	[	[	X
cana-3051	260	18	spante	spante	ADJ
cana-3051	260	19	,	,	PUNCT
cana-3051	260	20	m.	m.	NOUN
cana-3051	260	21	,	,	PUNCT
cana-3051	260	22	hashemi	hashemi	PROPN
cana-3051	260	23	,	,	PUNCT
cana-3051	260	24	s.s	s.s	PROPN
cana-3051	260	25	.	.	PROPN
cana-3051	260	26	,	,	PUNCT
cana-3051	260	27	lundin	lundin	PROPN
cana-3051	260	28	,	,	PUNCT
cana-3051	260	29	m.	m.	NOUN
cana-3051	260	30	and	and	CCONJ
cana-3051	260	31	algers	alger	NOUN
cana-3051	260	32	,	,	PUNCT
cana-3051	260	33	a.	a.	NOUN
cana-3051	260	34	,	,	PUNCT
cana-3051	260	35	2018	2018	NUM
cana-3051	260	36	.	.	PUNCT
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cana-3051	261	2	competence	competence	NOUN
cana-3051	261	3	and	and	CCONJ
cana-3051	261	4	digital	digital	ADJ
cana-3051	261	5	literacy	literacy	NOUN
cana-3051	261	6	in	in	ADP
cana-3051	261	7	higher	high	ADJ
cana-3051	261	8	education	education	NOUN
cana-3051	261	9	research	research	NOUN
cana-3051	261	10	:	:	PUNCT
cana-3051	261	11	systematic	systematic	ADJ
cana-3051	261	12	review	review	NOUN
cana-3051	261	13	of	of	ADP
cana-3051	261	14	concept	concept	NOUN
cana-3051	261	15	use	use	NOUN
cana-3051	261	16	.	.	PUNCT
cana-3051	262	1	cogent	cogent	ADJ
cana-3051	262	2	education	education	NOUN
cana-3051	262	3	,	,	PUNCT
cana-3051	262	4	5(1	5(1	NUM
cana-3051	262	5	)	)	PUNCT
cana-3051	262	6	,	,	PUNCT
cana-3051	262	7	p.1519143	p.1519143	NOUN
cana-3051	262	8	.	.	PUNCT
cana-3051	263	1	[	[	X
cana-3051	263	2	28	28	NUM
cana-3051	263	3	]	]	X
cana-3051	263	4	sharma	sharma	NOUN
cana-3051	263	5	,	,	PUNCT
cana-3051	263	6	y.	y.	PROPN
cana-3051	263	7	,	,	PUNCT
cana-3051	263	8	suri	suri	PROPN
cana-3051	263	9	,	,	PUNCT
cana-3051	263	10	a.	a.	PROPN
cana-3051	263	11	,	,	PUNCT
cana-3051	263	12	sijariya	sijariya	PROPN
cana-3051	263	13	,	,	PUNCT
cana-3051	263	14	r.	r.	PROPN
cana-3051	263	15	and	and	CCONJ
cana-3051	263	16	jindal	jindal	PROPN
cana-3051	263	17	,	,	PUNCT
cana-3051	263	18	l.	l.	PROPN
cana-3051	263	19	,	,	PUNCT
cana-3051	263	20	2023	2023	NUM
cana-3051	263	21	.	.	PUNCT
cana-3051	264	1	role	role	NOUN
cana-3051	264	2	of	of	ADP
cana-3051	264	3	education	education	NOUN
cana-3051	264	4	4.0	4.0	NUM
cana-3051	264	5	in	in	ADP
cana-3051	264	6	innovative	innovative	ADJ
cana-3051	264	7	curriculum	curriculum	NOUN
cana-3051	264	8	practices	practice	NOUN
cana-3051	264	9	and	and	CCONJ
cana-3051	264	10	digital	digital	ADJ
cana-3051	264	11	literacy	literacy	NOUN
cana-3051	264	12	–	–	PUNCT
cana-3051	264	13	a	a	DET
cana-3051	264	14	bibliometric	bibliometric	ADJ
cana-3051	264	15	approach	approach	NOUN
cana-3051	264	16	.	.	PUNCT
cana-3051	265	1	e	e	X
cana-3051	265	2	-	-	PUNCT
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cana-3051	265	4	and	and	CCONJ
cana-3051	265	5	digital	digital	ADJ
cana-3051	265	6	media	medium	NOUN
cana-3051	265	7	,	,	PUNCT
cana-3051	265	8	p.20427530231221073	p.20427530231221073	NOUN
cana-3051	265	9	.	.	PUNCT
cana-3051	266	1	[	[	X
cana-3051	266	2	29	29	NUM
cana-3051	266	3	]	]	SYM
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cana-3051	266	9	,	,	PUNCT
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cana-3051	267	10	:	:	PUNCT
cana-3051	267	11	a	a	DET
cana-3051	267	12	systematic	systematic	ADJ
cana-3051	267	13	literature	literature	NOUN
cana-3051	267	14	review	review	NOUN
cana-3051	267	15	using	use	VERB
cana-3051	267	16	text	text	NOUN
cana-3051	267	17	mining	mining	NOUN
cana-3051	267	18	.	.	PUNCT
cana-3051	268	1	education	education	NOUN
cana-3051	268	2	and	and	CCONJ
cana-3051	268	3	information	information	NOUN
cana-3051	268	4	technologies	technology	NOUN
cana-3051	268	5	,	,	PUNCT
cana-3051	268	6	27(6	27(6	NUM
cana-3051	268	7	)	)	PUNCT
cana-3051	268	8	,	,	PUNCT
cana-3051	268	9	pp.7395	pp.7395	PROPN
cana-3051	268	10	-	-	PUNCT
cana-3051	268	11	7419	7419	NUM
cana-3051	268	12	.	.	PUNCT
cana-3051	269	1	[	[	X
cana-3051	269	2	30	30	NUM
cana-3051	269	3	]	]	PUNCT
cana-3051	269	4	accessed	access	VERB
cana-3051	269	5	on	on	ADP
cana-3051	269	6	06	06	NUM
cana-3051	269	7	-	-	SYM
cana-3051	269	8	07	07	NUM
cana-3051	269	9	-	-	PUNCT
cana-3051	269	10	2024	2024	NUM
cana-3051	269	11	:	:	PUNCT
cana-3051	269	12	https://datareportal.com/reports/digital-2024-india	https://datareportal.com/reports/digital-2024-india	NOUN
cana-3051	269	13	by	by	ADP
cana-3051	269	14	digital	digital	ADJ
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cana-3051	269	16	:	:	PUNCT
cana-3051	269	17	india	india	PROPN
cana-3051	270	1	[	[	X
cana-3051	270	2	31	31	NUM
cana-3051	270	3	]	]	X
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cana-3051	270	9	2023	2023	NUM
cana-3051	270	10	.	.	PUNCT
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cana-3051	270	12	infrastructure	infrastructure	NOUN
cana-3051	270	13	,	,	PUNCT
cana-3051	270	14	expenditure	expenditure	NOUN
cana-3051	270	15	,	,	PUNCT
cana-3051	270	16	enrollment	enrollment	NOUN
cana-3051	270	17	&	&	CCONJ
cana-3051	270	18	economic	economic	ADJ
cana-3051	270	19	development	development	NOUN
cana-3051	270	20	in	in	ADP
cana-3051	270	21	odisha	odisha	PROPN
cana-3051	270	22	,	,	PUNCT
cana-3051	270	23	india	india	PROPN
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cana-3051	270	29	development	development	NOUN
cana-3051	270	30	,	,	PUNCT
cana-3051	270	31	103	103	NUM
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cana-3051	271	2	32	32	NUM
cana-3051	271	3	]	]	PUNCT
cana-3051	271	4	geeta	geeta	PROPN
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cana-3051	271	7	v.	v.	PROPN
cana-3051	271	8	(	(	PUNCT
cana-3051	271	9	2023	2023	NUM
cana-3051	271	10	)	)	PUNCT
cana-3051	271	11	.	.	PUNCT
cana-3051	272	1	data	data	PROPN
cana-3051	272	2	privacy	privacy	NOUN
cana-3051	272	3	in	in	ADP
cana-3051	272	4	education	education	NOUN
cana-3051	272	5	sector	sector	NOUN
cana-3051	272	6	–	–	PUNCT
cana-3051	272	7	issues	issue	NOUN
cana-3051	272	8	and	and	CCONJ
cana-3051	272	9	measures	measure	NOUN
cana-3051	272	10	.	.	PUNCT
cana-3051	273	1	edpacs	edpac	NOUN
cana-3051	273	2	,	,	PUNCT
cana-3051	273	3	68(2	68(2	NOUN
cana-3051	273	4	)	)	PUNCT
cana-3051	273	5	,	,	PUNCT
cana-3051	273	6	1–12	1–12	NOUN
cana-3051	273	7	.	.	PUNCT
cana-3051	273	8	https://doi.org/10.1080/07366981.2023.2242130	https://doi.org/10.1080/07366981.2023.2242130	PUNCT
cana-3051	274	1	[	[	X
cana-3051	274	2	33	33	NUM
cana-3051	274	3	]	]	X
cana-3051	274	4	kaur	kaur	PROPN
cana-3051	274	5	,	,	PUNCT
cana-3051	274	6	m.	m.	NOUN
cana-3051	274	7	and	and	CCONJ
cana-3051	274	8	saini	saini	PROPN
cana-3051	274	9	,	,	PUNCT
cana-3051	274	10	m.	m.	NOUN
cana-3051	274	11	,	,	PUNCT
cana-3051	274	12	2023	2023	NUM
cana-3051	274	13	.	.	PUNCT
cana-3051	275	1	indian	indian	ADJ
cana-3051	275	2	government	government	NOUN
cana-3051	275	3	initiatives	initiative	NOUN
cana-3051	275	4	on	on	ADP
cana-3051	275	5	cyberbullying	cyberbullye	VERB
cana-3051	275	6	:	:	PUNCT
cana-3051	275	7	a	a	DET
cana-3051	275	8	case	case	NOUN
cana-3051	275	9	study	study	NOUN
cana-3051	275	10	on	on	ADP
cana-3051	275	11	cyberbullying	cyberbullye	VERB
cana-3051	275	12	in	in	ADP
cana-3051	275	13	indian	indian	ADJ
cana-3051	275	14	higher	high	ADJ
cana-3051	275	15	education	education	NOUN
cana-3051	275	16	institutions	institution	NOUN
cana-3051	275	17	.	.	PUNCT
cana-3051	276	1	education	education	NOUN
cana-3051	276	2	and	and	CCONJ
cana-3051	276	3	information	information	NOUN
cana-3051	276	4	technologies	technology	NOUN
cana-3051	276	5	,	,	PUNCT
cana-3051	276	6	28(1	28(1	NOUN
cana-3051	276	7	)	)	PUNCT
cana-3051	276	8	,	,	PUNCT
cana-3051	276	9	pp.581	pp.581	PROPN
cana-3051	276	10	-	-	PUNCT
cana-3051	276	11	615	615	NUM
cana-3051	276	12	.	.	PUNCT
cana-3051	277	1	[	[	X
cana-3051	277	2	34	34	NUM
cana-3051	277	3	]	]	X
cana-3051	277	4	alharbi	alharbi	NOUN
cana-3051	277	5	,	,	PUNCT
cana-3051	277	6	a.m.	a.m.	ADV
cana-3051	277	7	,	,	PUNCT
cana-3051	277	8	2023	2023	NUM
cana-3051	277	9	.	.	PUNCT
cana-3051	278	1	implementation	implementation	NOUN
cana-3051	278	2	of	of	ADP
cana-3051	278	3	education	education	NOUN
cana-3051	278	4	5.0	5.0	NUM
cana-3051	278	5	in	in	ADP
cana-3051	278	6	developed	develop	VERB
cana-3051	278	7	and	and	CCONJ
cana-3051	278	8	developing	develop	VERB
cana-3051	278	9	countries	country	NOUN
cana-3051	278	10	:	:	PUNCT
cana-3051	278	11	a	a	DET
cana-3051	278	12	comparative	comparative	ADJ
cana-3051	278	13	study	study	NOUN
cana-3051	278	14	.	.	PUNCT
cana-3051	279	1	creative	creative	ADJ
cana-3051	279	2	education	education	NOUN
cana-3051	279	3	,	,	PUNCT
cana-3051	279	4	14(5	14(5	NUM
cana-3051	279	5	)	)	PUNCT
cana-3051	279	6	,	,	PUNCT
cana-3051	279	7	pp.914	pp.914	PROPN
cana-3051	279	8	-	-	PUNCT
cana-3051	279	9	942	942	NUM
cana-3051	279	10	.	.	PUNCT
cana-3051	280	1	[	[	X
cana-3051	280	2	35	35	NUM
cana-3051	280	3	]	]	SYM
cana-3051	280	4	alotaibi	alotaibi	NOUN
cana-3051	280	5	y	y	PROPN
cana-3051	280	6	,	,	PUNCT
cana-3051	280	7	ilyas	ilyas	PROPN
cana-3051	280	8	m.	m.	PROPN
cana-3051	280	9	ensemble	ensemble	ADJ
cana-3051	280	10	-	-	PUNCT
cana-3051	280	11	learning	learn	VERB
cana-3051	280	12	framework	framework	NOUN
cana-3051	280	13	for	for	ADP
cana-3051	280	14	intrusion	intrusion	NOUN
cana-3051	280	15	detection	detection	NOUN
cana-3051	280	16	to	to	PART
cana-3051	280	17	enhance	enhance	VERB
cana-3051	280	18	internet	internet	NOUN
cana-3051	280	19	of	of	ADP
cana-3051	280	20	things	thing	NOUN
cana-3051	280	21	’	'	PUNCT
cana-3051	280	22	devices	device	NOUN
cana-3051	280	23	security	security	NOUN
cana-3051	280	24	.	.	PUNCT
cana-3051	281	1	sensors	sensor	NOUN
cana-3051	281	2	.	.	PUNCT
cana-3051	282	1	2023	2023	NUM
cana-3051	282	2	;	;	PUNCT
cana-3051	282	3	23(12):5568	23(12):5568	NUM
cana-3051	282	4	.	.	PUNCT
cana-3051	283	1	https://doi.org/10.3390/s23125568	https://doi.org/10.3390/s23125568	NUM
cana-3051	284	1	[	[	X
cana-3051	284	2	36	36	NUM
cana-3051	284	3	]	]	PUNCT
cana-3051	284	4	thockchom	thockchom	ADJ
cana-3051	284	5	,	,	PUNCT
cana-3051	284	6	n.	n.	NOUN
cana-3051	284	7	,	,	PUNCT
cana-3051	284	8	singh	singh	PROPN
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cana-3051	284	10	m.m	m.m	PROPN
cana-3051	284	11	.	.	PROPN
cana-3051	284	12	&	&	CCONJ
cana-3051	284	13	nandi	nandi	PROPN
cana-3051	284	14	,	,	PUNCT
cana-3051	284	15	u.	u.	VERB
cana-3051	284	16	a	a	DET
cana-3051	284	17	novel	novel	ADJ
cana-3051	284	18	ensemble	ensemble	ADJ
cana-3051	284	19	learning	learning	NOUN
cana-3051	284	20	-	-	PUNCT
cana-3051	284	21	based	base	VERB
cana-3051	284	22	model	model	NOUN
cana-3051	284	23	for	for	ADP
cana-3051	284	24	network	network	NOUN
cana-3051	284	25	intrusion	intrusion	NOUN
cana-3051	284	26	detection	detection	NOUN
cana-3051	284	27	.	.	PUNCT
cana-3051	285	1	complex	complex	ADJ
cana-3051	285	2	intell	intell	PROPN
cana-3051	285	3	.	.	PUNCT
cana-3051	286	1	syst	syst	PROPN
cana-3051	286	2	.	.	PUNCT
cana-3051	287	1	9	9	NUM
cana-3051	287	2	,	,	PUNCT
cana-3051	287	3	5693–5714	5693–5714	NUM
cana-3051	287	4	(	(	PUNCT
cana-3051	287	5	2023	2023	NUM
cana-3051	287	6	)	)	PUNCT
cana-3051	287	7	.	.	PUNCT
cana-3051	288	1	https://doi.org/10.1007/s40747-023-01013-7	https://doi.org/10.1007/s40747-023-01013-7	NUM
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cana-3051	289	2	37	37	NUM
cana-3051	289	3	]	]	SYM
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cana-3051	289	5	,	,	PUNCT
cana-3051	289	6	o.	o.	PROPN
cana-3051	289	7	,	,	PUNCT
cana-3051	289	8	rehaimi	rehaimi	PROPN
cana-3051	289	9	,	,	PUNCT
cana-3051	289	10	a.	a.	NOUN
cana-3051	289	11	,	,	PUNCT
cana-3051	289	12	sadqi	sadqi	NOUN
cana-3051	289	13	,	,	PUNCT
cana-3051	289	14	y.	y.	PROPN
cana-3051	289	15	,	,	PUNCT
cana-3051	289	16	krichen	krichen	NOUN
cana-3051	289	17	,	,	PUNCT
cana-3051	289	18	m.	m.	NOUN
cana-3051	289	19	,	,	PUNCT
cana-3051	289	20	gaba	gaba	PROPN
cana-3051	289	21	,	,	PUNCT
cana-3051	289	22	g.s	g.s	PROPN
cana-3051	289	23	.	.	PROPN
cana-3051	289	24	and	and	CCONJ
cana-3051	289	25	gurtov	gurtov	PROPN
cana-3051	289	26	,	,	PUNCT
cana-3051	289	27	a.	a.	NOUN
cana-3051	289	28	,	,	PUNCT
cana-3051	289	29	2023	2023	NUM
cana-3051	289	30	.	.	PUNCT
cana-3051	290	1	an	an	DET
cana-3051	290	2	empirical	empirical	ADJ
cana-3051	290	3	assessment	assessment	NOUN
cana-3051	290	4	of	of	ADP
cana-3051	290	5	ensemble	ensemble	ADJ
cana-3051	290	6	methods	method	NOUN
cana-3051	290	7	and	and	CCONJ
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cana-3051	290	9	machine	machine	NOUN
cana-3051	290	10	learning	learn	VERB
cana-3051	290	11	techniques	technique	NOUN
cana-3051	290	12	for	for	ADP
cana-3051	290	13	web	web	NOUN
cana-3051	290	14	-	-	PUNCT
cana-3051	290	15	based	base	VERB
cana-3051	290	16	attack	attack	NOUN
cana-3051	290	17	detection	detection	NOUN
cana-3051	290	18	in	in	ADP
cana-3051	290	19	industry	industry	NOUN
cana-3051	290	20	4.0	4.0	NUM
cana-3051	290	21	.	.	PUNCT
cana-3051	290	22	journal	journal	PROPN
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cana-3051	290	24	king	king	PROPN
cana-3051	290	25	saud	saud	PROPN
cana-3051	290	26	university	university	PROPN
cana-3051	290	27	-	-	PUNCT
cana-3051	290	28	computer	computer	NOUN
cana-3051	290	29	and	and	CCONJ
cana-3051	290	30	information	information	NOUN
cana-3051	290	31	sciences	science	NOUN
cana-3051	290	32	,	,	PUNCT
cana-3051	290	33	35(3	35(3	NUM
cana-3051	290	34	)	)	PUNCT
cana-3051	290	35	,	,	PUNCT
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cana-3051	290	37	-	-	X
cana-3051	290	38	119	119	NUM
cana-3051	290	39	.	.	PUNCT
cana-3051	291	1	[	[	X
cana-3051	291	2	38	38	NUM
cana-3051	291	3	]	]	X
cana-3051	291	4	hossain	hossain	PROPN
cana-3051	291	5	,	,	PUNCT
cana-3051	291	6	m.a	m.a	PROPN
cana-3051	291	7	.	.	PROPN
cana-3051	291	8	and	and	CCONJ
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cana-3051	291	10	,	,	PUNCT
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cana-3051	291	13	,	,	PUNCT
cana-3051	291	14	2023	2023	NUM
cana-3051	291	15	.	.	PUNCT
cana-3051	292	1	ensuring	ensure	VERB
cana-3051	292	2	network	network	NOUN
cana-3051	292	3	security	security	NOUN
cana-3051	292	4	with	with	ADP
cana-3051	292	5	a	a	DET
cana-3051	292	6	robust	robust	ADJ
cana-3051	292	7	intrusion	intrusion	NOUN
cana-3051	292	8	detection	detection	NOUN
cana-3051	292	9	system	system	NOUN
cana-3051	292	10	using	use	VERB
cana-3051	292	11	ensemble	ensemble	ADJ
cana-3051	292	12	-	-	PUNCT
cana-3051	292	13	based	base	VERB
cana-3051	292	14	machine	machine	NOUN
cana-3051	292	15	learning	learning	NOUN
cana-3051	292	16	.	.	PUNCT
cana-3051	293	1	array	array	NOUN
cana-3051	293	2	,	,	PUNCT
cana-3051	293	3	19	19	NUM
cana-3051	293	4	,	,	PUNCT
cana-3051	293	5	p.100306	p.100306	NOUN
cana-3051	293	6	.	.	PUNCT
cana-3051	294	1	[	[	X
cana-3051	294	2	39	39	NUM
cana-3051	294	3	]	]	X
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cana-3051	294	5	,	,	PUNCT
cana-3051	294	6	p.	p.	PROPN
cana-3051	294	7	,	,	PUNCT
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cana-3051	294	9	,	,	PUNCT
cana-3051	294	10	e.	e.	PROPN
cana-3051	294	11	and	and	CCONJ
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cana-3051	294	15	,	,	PUNCT
cana-3051	294	16	2021	2021	NUM
cana-3051	294	17	.	.	PUNCT
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cana-3051	295	4	image	image	NOUN
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cana-3051	295	6	algorithms	algorithm	NOUN
cana-3051	295	7	based	base	VERB
cana-3051	295	8	on	on	ADP
cana-3051	295	9	traditional	traditional	ADJ
cana-3051	295	10	machine	machine	NOUN
cana-3051	295	11	learning	learning	NOUN
cana-3051	295	12	and	and	CCONJ
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cana-3051	295	14	learning	learning	NOUN
cana-3051	295	15	.	.	PUNCT
cana-3051	296	1	pattern	pattern	NOUN
cana-3051	296	2	recognition	recognition	NOUN
cana-3051	296	3	letters	letter	NOUN
cana-3051	296	4	,	,	PUNCT
cana-3051	296	5	141	141	NUM
cana-3051	296	6	,	,	PUNCT
cana-3051	296	7	pp.61	pp.61	NOUN
cana-3051	296	8	-	-	PUNCT
cana-3051	296	9	67	67	NUM
cana-3051	296	10	.	.	PUNCT
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cana-3051	297	2	40	40	NUM
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cana-3051	297	5	,	,	PUNCT
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cana-3051	297	7	,	,	PUNCT
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cana-3051	297	9	,	,	PUNCT
cana-3051	297	10	m.m	m.m	PROPN
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cana-3051	298	6	systems	system	NOUN
cana-3051	298	7	and	and	CCONJ
cana-3051	298	8	machine	machine	NOUN
cana-3051	298	9	learning	learning	NOUN
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cana-3051	298	11	model	model	NOUN
cana-3051	298	12	analysis	analysis	NOUN
cana-3051	298	13	through	through	ADP
cana-3051	298	14	decision	decision	NOUN
cana-3051	298	15	tree	tree	NOUN
cana-3051	298	16	.	.	PUNCT
cana-3051	299	1	ieee	ieee	NOUN
cana-3051	299	2	access	access	NOUN
cana-3051	299	3	[	[	X
cana-3051	299	4	41	41	NUM
cana-3051	299	5	]	]	PUNCT
cana-3051	299	6	alotaibi	alotaibi	NOUN
cana-3051	299	7	,	,	PUNCT
cana-3051	299	8	y.	y.	PROPN
cana-3051	299	9	and	and	CCONJ
cana-3051	299	10	ilyas	ilyas	PROPN
cana-3051	299	11	,	,	PUNCT
cana-3051	299	12	m.	m.	NOUN
cana-3051	299	13	,	,	PUNCT
cana-3051	299	14	2023	2023	NUM
cana-3051	299	15	.	.	PUNCT
cana-3051	300	1	ensemble	ensemble	ADJ
cana-3051	300	2	-	-	PUNCT
cana-3051	300	3	learning	learn	VERB
cana-3051	300	4	framework	framework	NOUN
cana-3051	300	5	for	for	ADP
cana-3051	300	6	intrusion	intrusion	NOUN
cana-3051	300	7	detection	detection	NOUN
cana-3051	300	8	to	to	PART
cana-3051	300	9	enhance	enhance	VERB
cana-3051	300	10	internet	internet	NOUN
cana-3051	300	11	of	of	ADP
cana-3051	300	12	things	thing	NOUN
cana-3051	300	13	’	'	PUNCT
cana-3051	300	14	devices	device	NOUN
cana-3051	300	15	security	security	NOUN
cana-3051	300	16	.	.	PUNCT
cana-3051	301	1	sensors	sensor	NOUN
cana-3051	301	2	,	,	PUNCT
cana-3051	301	3	23(12	23(12	NUM
cana-3051	301	4	)	)	PUNCT
cana-3051	301	5	,	,	PUNCT
cana-3051	301	6	p.5568	p.5568	NOUN
cana-3051	301	7	.	.	PUNCT
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cana-3051	302	2	42	42	NUM
cana-3051	302	3	]	]	X
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cana-3051	302	5	,	,	PUNCT
cana-3051	302	6	g.	g.	PROPN
cana-3051	302	7	,	,	PUNCT
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cana-3051	302	9	,	,	PUNCT
cana-3051	302	10	t.	t.	PROPN
cana-3051	302	11	and	and	CCONJ
cana-3051	302	12	sibanda	sibanda	PROPN
cana-3051	302	13	,	,	PUNCT
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cana-3051	302	18	,	,	PUNCT
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cana-3051	302	20	.	.	PUNCT
cana-3051	303	1	a	a	DET
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cana-3051	303	5	metrics	metric	NOUN
cana-3051	303	6	in	in	ADP
cana-3051	303	7	machine	machine	NOUN
cana-3051	303	8	learning	learn	VERB
cana-3051	303	9	algorithms	algorithm	NOUN
cana-3051	303	10	.	.	PUNCT
cana-3051	304	1	in	in	ADP
cana-3051	304	2	computer	computer	NOUN
cana-3051	304	3	science	science	NOUN
cana-3051	304	4	on	on	ADP
cana-3051	304	5	-	-	PUNCT
cana-3051	304	6	line	line	NOUN
cana-3051	304	7	conference	conference	NOUN
cana-3051	304	8	(	(	PUNCT
cana-3051	304	9	pp	pp	ADJ
cana-3051	304	10	.	.	PUNCT
cana-3051	304	11	15	15	NUM
cana-3051	304	12	-	-	SYM
cana-3051	304	13	25	25	NUM
cana-3051	304	14	)	)	PUNCT
cana-3051	304	15	.	.	PUNCT
cana-3051	305	1	cham	cham	PROPN
cana-3051	305	2	:	:	PUNCT
cana-3051	305	3	springer	springer	NOUN
cana-3051	305	4	international	international	ADJ
cana-3051	305	5	publishing	publishing	NOUN
cana-3051	305	6	.	.	PUNCT