id	sid	tid	token	lemma	pos
cana-4551	1	1	communications	communication	NOUN
cana-4551	1	2	on	on	ADP
cana-4551	1	3	applied	apply	VERB
cana-4551	1	4	nonlinear	nonlinear	ADJ
cana-4551	1	5	analysis	analysis	NOUN
cana-4551	1	6	issn	issn	NOUN
cana-4551	1	7	:	:	PUNCT
cana-4551	1	8	1074	1074	NUM
cana-4551	1	9	-	-	PUNCT
cana-4551	1	10	133x	133x	NUM
cana-4551	1	11	vol	vol	NOUN
cana-4551	1	12	32	32	NUM
cana-4551	1	13	no	no	NOUN
cana-4551	1	14	.	.	PUNCT
cana-4551	2	1	9s	9s	NUM
cana-4551	2	2	(	(	PUNCT
cana-4551	2	3	2025	2025	NUM
cana-4551	2	4	)	)	PUNCT
cana-4551	2	5	2720	2720	NUM
cana-4551	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	3	1	a	a	DET
cana-4551	3	2	novel	novel	ADJ
cana-4551	3	3	learner	learner	NOUN
cana-4551	3	4	enrolment	enrolment	NOUN
cana-4551	3	5	predictive	predictive	ADJ
cana-4551	3	6	system	system	NOUN
cana-4551	3	7	nivedita	nivedita	PROPN
cana-4551	3	8	sinha1	sinha1	PROPN
cana-4551	3	9	,	,	PUNCT
cana-4551	3	10	vanshika1	vanshika1	PROPN
cana-4551	3	11	,	,	PUNCT
cana-4551	3	12	nikki	nikki	PROPN
cana-4551	3	13	singh1	singh1	PROPN
cana-4551	3	14	,	,	PUNCT
cana-4551	3	15	kritika	kritika	PROPN
cana-4551	3	16	kumari1	kumari1	PROPN
cana-4551	3	17	,	,	PUNCT
cana-4551	3	18	sumanta	sumanta	ADJ
cana-4551	3	19	chatterjee2	chatterjee2	NOUN
cana-4551	3	20	,	,	PUNCT
cana-4551	3	21	indranath	indranath	ADJ
cana-4551	3	22	sarkar1	sarkar1	NOUN
cana-4551	3	23	1department	1department	NUM
cana-4551	3	24	of	of	ADP
cana-4551	3	25	electronics	electronic	NOUN
cana-4551	3	26	and	and	CCONJ
cana-4551	3	27	communication	communication	NOUN
cana-4551	3	28	engineering	engineering	NOUN
cana-4551	3	29	,	,	PUNCT
cana-4551	3	30	2department	2department	NUM
cana-4551	3	31	of	of	ADP
cana-4551	3	32	computer	computer	NOUN
cana-4551	3	33	science	science	NOUN
cana-4551	3	34	and	and	CCONJ
cana-4551	3	35	engineering	engineering	NOUN
cana-4551	3	36	,	,	PUNCT
cana-4551	3	37	jis	ji	VERB
cana-4551	3	38	college	college	PROPN
cana-4551	3	39	of	of	ADP
cana-4551	3	40	engineering	engineering	PROPN
cana-4551	3	41	,	,	PUNCT
cana-4551	3	42	kalyani	kalyani	PROPN
cana-4551	3	43	,	,	PUNCT
cana-4551	3	44	india	india	PROPN
cana-4551	3	45	article	article	NOUN
cana-4551	3	46	history	history	NOUN
cana-4551	3	47	:	:	PUNCT
cana-4551	3	48	received	receive	VERB
cana-4551	3	49	:	:	PUNCT
cana-4551	3	50	12	12	NUM
cana-4551	3	51	-	-	SYM
cana-4551	3	52	01	01	NUM
cana-4551	3	53	-	-	PUNCT
cana-4551	3	54	2025	2025	NUM
cana-4551	3	55	revised	revise	VERB
cana-4551	3	56	:	:	PUNCT
cana-4551	3	57	15	15	NUM
cana-4551	3	58	-	-	NUM
cana-4551	3	59	02	02	NUM
cana-4551	3	60	-	-	PUNCT
cana-4551	3	61	2025	2025	NUM
cana-4551	3	62	accepted	accept	VERB
cana-4551	3	63	:	:	PUNCT
cana-4551	3	64	01	01	NUM
cana-4551	3	65	-	-	SYM
cana-4551	3	66	03	03	NUM
cana-4551	3	67	-	-	PUNCT
cana-4551	3	68	2025	2025	NUM
cana-4551	3	69	abstract	abstract	NOUN
cana-4551	3	70	:	:	PUNCT
cana-4551	3	71	educational	educational	ADJ
cana-4551	3	72	institutions	institution	NOUN
cana-4551	3	73	are	be	AUX
cana-4551	3	74	constantly	constantly	ADV
cana-4551	3	75	seeking	seek	VERB
cana-4551	3	76	ways	way	NOUN
cana-4551	3	77	to	to	PART
cana-4551	3	78	optimize	optimize	VERB
cana-4551	3	79	resource	resource	NOUN
cana-4551	3	80	allocation	allocation	NOUN
cana-4551	3	81	,	,	PUNCT
cana-4551	3	82	improve	improve	VERB
cana-4551	3	83	course	course	NOUN
cana-4551	3	84	scheduling	scheduling	NOUN
cana-4551	3	85	,	,	PUNCT
cana-4551	3	86	and	and	CCONJ
cana-4551	3	87	ensure	ensure	VERB
cana-4551	3	88	effective	effective	ADJ
cana-4551	3	89	long	long	ADJ
cana-4551	3	90	-	-	PUNCT
cana-4551	3	91	term	term	NOUN
cana-4551	3	92	planning	planning	NOUN
cana-4551	3	93	.	.	PUNCT
cana-4551	4	1	anticipating	anticipate	VERB
cana-4551	4	2	learner	learner	NOUN
cana-4551	4	3	enrolment	enrolment	NOUN
cana-4551	4	4	trends	trend	NOUN
cana-4551	4	5	is	be	AUX
cana-4551	4	6	essential	essential	ADJ
cana-4551	4	7	to	to	PART
cana-4551	4	8	achieve	achieve	VERB
cana-4551	4	9	these	these	DET
cana-4551	4	10	goals	goal	NOUN
cana-4551	4	11	.	.	PUNCT
cana-4551	5	1	this	this	DET
cana-4551	5	2	paper	paper	NOUN
cana-4551	5	3	introduces	introduce	VERB
cana-4551	5	4	a	a	DET
cana-4551	5	5	comprehensive	comprehensive	ADJ
cana-4551	5	6	analysis	analysis	NOUN
cana-4551	5	7	of	of	ADP
cana-4551	5	8	a	a	DET
cana-4551	5	9	learner	learner	NOUN
cana-4551	5	10	enrolment	enrolment	NOUN
cana-4551	5	11	prediction	prediction	NOUN
cana-4551	5	12	system	system	NOUN
cana-4551	5	13	(	(	PUNCT
cana-4551	5	14	leps	leps	PROPN
cana-4551	5	15	)	)	PUNCT
cana-4551	5	16	designed	design	VERB
cana-4551	5	17	to	to	PART
cana-4551	5	18	accurately	accurately	ADV
cana-4551	5	19	forecast	forecast	VERB
cana-4551	5	20	future	future	ADJ
cana-4551	5	21	learner	learner	NOUN
cana-4551	5	22	enrolment	enrolment	NOUN
cana-4551	5	23	.	.	PUNCT
cana-4551	6	1	leps	leps	PROPN
cana-4551	6	2	utilizes	utilize	VERB
cana-4551	6	3	a	a	DET
cana-4551	6	4	combination	combination	NOUN
cana-4551	6	5	of	of	ADP
cana-4551	6	6	historical	historical	ADJ
cana-4551	6	7	enrolment	enrolment	NOUN
cana-4551	6	8	data	datum	NOUN
cana-4551	6	9	,	,	PUNCT
cana-4551	6	10	demographic	demographic	ADJ
cana-4551	6	11	factors	factor	NOUN
cana-4551	6	12	,	,	PUNCT
cana-4551	6	13	socio	socio	NOUN
cana-4551	6	14	-	-	PUNCT
cana-4551	6	15	economic	economic	ADJ
cana-4551	6	16	indicators	indicator	NOUN
cana-4551	6	17	,	,	PUNCT
cana-4551	6	18	and	and	CCONJ
cana-4551	6	19	academic	academic	ADJ
cana-4551	6	20	performance	performance	NOUN
cana-4551	6	21	metrics	metric	NOUN
cana-4551	6	22	to	to	PART
cana-4551	6	23	identify	identify	VERB
cana-4551	6	24	patterns	pattern	NOUN
cana-4551	6	25	and	and	CCONJ
cana-4551	6	26	project	project	VERB
cana-4551	6	27	future	future	ADJ
cana-4551	6	28	enrolment	enrolment	NOUN
cana-4551	6	29	trends	trend	NOUN
cana-4551	6	30	.	.	PUNCT
cana-4551	7	1	the	the	DET
cana-4551	7	2	system	system	NOUN
cana-4551	7	3	features	feature	VERB
cana-4551	7	4	a	a	DET
cana-4551	7	5	user	user	NOUN
cana-4551	7	6	-	-	PUNCT
cana-4551	7	7	friendly	friendly	ADJ
cana-4551	7	8	interface	interface	NOUN
cana-4551	7	9	,	,	PUNCT
cana-4551	7	10	allowing	allow	VERB
cana-4551	7	11	administrators	administrator	NOUN
cana-4551	7	12	to	to	PART
cana-4551	7	13	input	input	VERB
cana-4551	7	14	data	datum	NOUN
cana-4551	7	15	,	,	PUNCT
cana-4551	7	16	customize	customize	VERB
cana-4551	7	17	forecasting	forecasting	NOUN
cana-4551	7	18	parameters	parameter	NOUN
cana-4551	7	19	,	,	PUNCT
cana-4551	7	20	and	and	CCONJ
cana-4551	7	21	visualize	visualize	VERB
cana-4551	7	22	predictions	prediction	NOUN
cana-4551	7	23	through	through	ADP
cana-4551	7	24	interactive	interactive	ADJ
cana-4551	7	25	dashboards	dashboard	NOUN
cana-4551	7	26	and	and	CCONJ
cana-4551	7	27	graphs	graph	NOUN
cana-4551	7	28	.	.	PUNCT
cana-4551	8	1	furthermore	furthermore	ADV
cana-4551	8	2	,	,	PUNCT
cana-4551	8	3	leps	lep	VERB
cana-4551	8	4	integrates	integrate	VERB
cana-4551	8	5	a	a	DET
cana-4551	8	6	feedback	feedback	NOUN
cana-4551	8	7	mechanism	mechanism	NOUN
cana-4551	8	8	to	to	PART
cana-4551	8	9	continuously	continuously	ADV
cana-4551	8	10	update	update	VERB
cana-4551	8	11	and	and	CCONJ
cana-4551	8	12	refine	refine	VERB
cana-4551	8	13	its	its	PRON
cana-4551	8	14	models	model	NOUN
cana-4551	8	15	,	,	PUNCT
cana-4551	8	16	ensuring	ensure	VERB
cana-4551	8	17	responsiveness	responsiveness	NOUN
cana-4551	8	18	to	to	ADP
cana-4551	8	19	evolving	evolve	VERB
cana-4551	8	20	educational	educational	ADJ
cana-4551	8	21	trends	trend	NOUN
cana-4551	8	22	.	.	PUNCT
cana-4551	9	1	by	by	ADP
cana-4551	9	2	providing	provide	VERB
cana-4551	9	3	data	data	NOUN
cana-4551	9	4	-	-	PUNCT
cana-4551	9	5	driven	drive	VERB
cana-4551	9	6	insights	insight	NOUN
cana-4551	9	7	into	into	ADP
cana-4551	9	8	enrolment	enrolment	NOUN
cana-4551	9	9	projections	projection	NOUN
cana-4551	9	10	,	,	PUNCT
cana-4551	9	11	leps	lep	VERB
cana-4551	9	12	enables	enable	VERB
cana-4551	9	13	institutions	institution	NOUN
cana-4551	9	14	to	to	PART
cana-4551	9	15	make	make	VERB
cana-4551	9	16	informed	informed	ADJ
cana-4551	9	17	decisions	decision	NOUN
cana-4551	9	18	regarding	regard	VERB
cana-4551	9	19	resource	resource	NOUN
cana-4551	9	20	distribution	distribution	NOUN
cana-4551	9	21	,	,	PUNCT
cana-4551	9	22	staffing	staffing	NOUN
cana-4551	9	23	,	,	PUNCT
cana-4551	9	24	infrastructure	infrastructure	NOUN
cana-4551	9	25	expansion	expansion	NOUN
cana-4551	9	26	,	,	PUNCT
cana-4551	9	27	and	and	CCONJ
cana-4551	9	28	curriculum	curriculum	NOUN
cana-4551	9	29	development	development	NOUN
cana-4551	9	30	.	.	PUNCT
cana-4551	10	1	the	the	DET
cana-4551	10	2	implementation	implementation	NOUN
cana-4551	10	3	of	of	ADP
cana-4551	10	4	leps	leps	PROPN
cana-4551	10	5	has	have	VERB
cana-4551	10	6	the	the	DET
cana-4551	10	7	potential	potential	NOUN
cana-4551	10	8	to	to	PART
cana-4551	10	9	significantly	significantly	ADV
cana-4551	10	10	enhance	enhance	VERB
cana-4551	10	11	strategic	strategic	ADJ
cana-4551	10	12	management	management	NOUN
cana-4551	10	13	practices	practice	NOUN
cana-4551	10	14	,	,	PUNCT
cana-4551	10	15	leading	lead	VERB
cana-4551	10	16	to	to	ADP
cana-4551	10	17	improved	improve	VERB
cana-4551	10	18	operational	operational	ADJ
cana-4551	10	19	efficiency	efficiency	NOUN
cana-4551	10	20	and	and	CCONJ
cana-4551	10	21	overall	overall	ADJ
cana-4551	10	22	institutional	institutional	ADJ
cana-4551	10	23	effectiveness	effectiveness	NOUN
cana-4551	10	24	.	.	PUNCT
cana-4551	11	1	keywords	keyword	NOUN
cana-4551	11	2	:	:	PUNCT
cana-4551	11	3	learner	learner	NOUN
cana-4551	11	4	enrolment	enrolment	NOUN
cana-4551	11	5	,	,	PUNCT
cana-4551	11	6	forecasting	forecasting	NOUN
cana-4551	11	7	,	,	PUNCT
cana-4551	11	8	analysis	analysis	NOUN
cana-4551	11	9	.	.	PUNCT
cana-4551	12	1	1	1	X
cana-4551	12	2	.	.	X
cana-4551	12	3	introduction	introduction	NOUN
cana-4551	12	4	in	in	ADP
cana-4551	12	5	the	the	DET
cana-4551	12	6	field	field	NOUN
cana-4551	12	7	of	of	ADP
cana-4551	12	8	educational	educational	ADJ
cana-4551	12	9	planning	planning	NOUN
cana-4551	12	10	and	and	CCONJ
cana-4551	12	11	administration	administration	NOUN
cana-4551	12	12	,	,	PUNCT
cana-4551	12	13	accurately	accurately	ADV
cana-4551	12	14	forecasting	forecast	VERB
cana-4551	12	15	learner	learner	NOUN
cana-4551	12	16	enrolment	enrolment	NOUN
cana-4551	12	17	trends	trend	NOUN
cana-4551	12	18	is	be	AUX
cana-4551	12	19	critical	critical	ADJ
cana-4551	12	20	for	for	ADP
cana-4551	12	21	institutions	institution	NOUN
cana-4551	12	22	seeking	seek	VERB
cana-4551	12	23	to	to	PART
cana-4551	12	24	meet	meet	VERB
cana-4551	12	25	student	student	NOUN
cana-4551	12	26	needs	need	NOUN
cana-4551	12	27	and	and	CCONJ
cana-4551	12	28	optimize	optimize	VERB
cana-4551	12	29	their	their	PRON
cana-4551	12	30	operations	operation	NOUN
cana-4551	12	31	.	.	PUNCT
cana-4551	13	1	predicting	predict	VERB
cana-4551	13	2	future	future	ADJ
cana-4551	13	3	enrolment	enrolment	NOUN
cana-4551	13	4	levels	level	NOUN
cana-4551	13	5	depends	depend	VERB
cana-4551	13	6	on	on	ADP
cana-4551	13	7	multiple	multiple	ADJ
cana-4551	13	8	factors	factor	NOUN
cana-4551	13	9	,	,	PUNCT
cana-4551	13	10	such	such	ADJ
cana-4551	13	11	as	as	ADP
cana-4551	13	12	demographic	demographic	ADJ
cana-4551	13	13	trends	trend	NOUN
cana-4551	13	14	,	,	PUNCT
cana-4551	13	15	economic	economic	ADJ
cana-4551	13	16	conditions	condition	NOUN
cana-4551	13	17	,	,	PUNCT
cana-4551	13	18	institutional	institutional	ADJ
cana-4551	13	19	programs	program	NOUN
cana-4551	13	20	,	,	PUNCT
cana-4551	13	21	and	and	CCONJ
cana-4551	13	22	evolving	evolve	VERB
cana-4551	13	23	student	student	NOUN
cana-4551	13	24	preferences	preference	NOUN
cana-4551	13	25	.	.	PUNCT
cana-4551	14	1	these	these	DET
cana-4551	14	2	complexities	complexity	NOUN
cana-4551	14	3	make	make	VERB
cana-4551	14	4	enrolment	enrolment	NOUN
cana-4551	14	5	forecasting	forecasting	NOUN
cana-4551	14	6	a	a	DET
cana-4551	14	7	significant	significant	ADJ
cana-4551	14	8	challenge	challenge	NOUN
cana-4551	14	9	for	for	ADP
cana-4551	14	10	educational	educational	ADJ
cana-4551	14	11	institutions	institution	NOUN
cana-4551	14	12	,	,	PUNCT
cana-4551	14	13	which	which	PRON
cana-4551	14	14	must	must	AUX
cana-4551	14	15	allocate	allocate	VERB
cana-4551	14	16	resources	resource	NOUN
cana-4551	14	17	,	,	PUNCT
cana-4551	14	18	plan	plan	NOUN
cana-4551	14	19	courses	course	NOUN
cana-4551	14	20	,	,	PUNCT
cana-4551	14	21	and	and	CCONJ
cana-4551	14	22	manage	manage	VERB
cana-4551	14	23	staffing	staffing	NOUN
cana-4551	14	24	levels	level	NOUN
cana-4551	14	25	effectively	effectively	ADV
cana-4551	14	26	and	and	CCONJ
cana-4551	14	27	so	so	ADV
cana-4551	14	28	on	on	ADV
cana-4551	14	29	.	.	PUNCT
cana-4551	15	1	traditional	traditional	ADJ
cana-4551	15	2	methods	method	NOUN
cana-4551	15	3	of	of	ADP
cana-4551	15	4	forecasting	forecasting	NOUN
cana-4551	15	5	,	,	PUNCT
cana-4551	15	6	which	which	PRON
cana-4551	15	7	often	often	ADV
cana-4551	15	8	rely	rely	VERB
cana-4551	15	9	on	on	ADP
cana-4551	15	10	simple	simple	ADJ
cana-4551	15	11	extrapolation	extrapolation	NOUN
cana-4551	15	12	from	from	ADP
cana-4551	15	13	historical	historical	ADJ
cana-4551	15	14	data	datum	NOUN
cana-4551	15	15	,	,	PUNCT
cana-4551	15	16	may	may	AUX
cana-4551	15	17	not	not	PART
cana-4551	15	18	fully	fully	ADV
cana-4551	15	19	capture	capture	VERB
cana-4551	15	20	the	the	DET
cana-4551	15	21	nuanced	nuanced	ADJ
cana-4551	15	22	and	and	CCONJ
cana-4551	15	23	evolving	evolve	VERB
cana-4551	15	24	patterns	pattern	NOUN
cana-4551	15	25	that	that	PRON
cana-4551	15	26	impact	impact	VERB
cana-4551	15	27	learner	learner	NOUN
cana-4551	15	28	enrolment	enrolment	NOUN
cana-4551	16	1	[	[	X
cana-4551	16	2	1	1	NUM
cana-4551	16	3	-	-	SYM
cana-4551	16	4	4	4	NUM
cana-4551	16	5	]	]	PUNCT
cana-4551	16	6	.	.	PUNCT
cana-4551	17	1	as	as	SCONJ
cana-4551	17	2	educational	educational	ADJ
cana-4551	17	3	landscapes	landscape	NOUN
cana-4551	17	4	become	become	VERB
cana-4551	17	5	increasingly	increasingly	ADV
cana-4551	17	6	dynamic	dynamic	ADJ
cana-4551	17	7	,	,	PUNCT
cana-4551	17	8	the	the	DET
cana-4551	17	9	need	need	NOUN
cana-4551	17	10	for	for	ADP
cana-4551	17	11	more	more	ADV
cana-4551	17	12	sophisticated	sophisticated	ADJ
cana-4551	17	13	,	,	PUNCT
cana-4551	17	14	data	data	NOUN
cana-4551	17	15	-	-	PUNCT
cana-4551	17	16	driven	drive	VERB
cana-4551	17	17	approaches	approach	NOUN
cana-4551	17	18	has	have	AUX
cana-4551	17	19	grown	grow	VERB
cana-4551	17	20	.	.	PUNCT
cana-4551	18	1	recognizing	recognize	VERB
cana-4551	18	2	this	this	PRON
cana-4551	18	3	,	,	PUNCT
cana-4551	18	4	there	there	PRON
cana-4551	18	5	is	be	VERB
cana-4551	18	6	a	a	DET
cana-4551	18	7	shift	shift	NOUN
cana-4551	18	8	towards	towards	ADP
cana-4551	18	9	the	the	DET
cana-4551	18	10	adoption	adoption	NOUN
cana-4551	18	11	of	of	ADP
cana-4551	18	12	advanced	advanced	ADJ
cana-4551	18	13	predictive	predictive	ADJ
cana-4551	18	14	modeling	modeling	NOUN
cana-4551	18	15	systems	system	NOUN
cana-4551	18	16	capable	capable	ADJ
cana-4551	18	17	of	of	ADP
cana-4551	18	18	utilizing	utilize	VERB
cana-4551	18	19	comprehensive	comprehensive	ADJ
cana-4551	18	20	data	datum	NOUN
cana-4551	18	21	sources	source	NOUN
cana-4551	18	22	,	,	PUNCT
cana-4551	18	23	including	include	VERB
cana-4551	18	24	historical	historical	ADJ
cana-4551	18	25	records	record	NOUN
cana-4551	18	26	,	,	PUNCT
cana-4551	18	27	demographic	demographic	ADJ
cana-4551	18	28	trends	trend	NOUN
cana-4551	18	29	,	,	PUNCT
cana-4551	18	30	and	and	CCONJ
cana-4551	18	31	economic	economic	ADJ
cana-4551	18	32	indicators	indicator	NOUN
cana-4551	18	33	,	,	PUNCT
cana-4551	18	34	to	to	PART
cana-4551	18	35	produce	produce	VERB
cana-4551	18	36	more	more	ADV
cana-4551	18	37	accurate	accurate	ADJ
cana-4551	18	38	and	and	CCONJ
cana-4551	18	39	reliable	reliable	ADJ
cana-4551	18	40	enrolment	enrolment	NOUN
cana-4551	18	41	forecasts	forecast	NOUN
cana-4551	18	42	.	.	PUNCT
cana-4551	19	1	this	this	DET
cana-4551	19	2	paper	paper	NOUN
cana-4551	19	3	proposes	propose	VERB
cana-4551	19	4	the	the	DET
cana-4551	19	5	development	development	NOUN
cana-4551	19	6	and	and	CCONJ
cana-4551	19	7	implementation	implementation	NOUN
cana-4551	19	8	of	of	ADP
cana-4551	19	9	a	a	DET
cana-4551	19	10	predictive	predictive	ADJ
cana-4551	19	11	modelling	modelling	NOUN
cana-4551	19	12	system	system	NOUN
cana-4551	19	13	for	for	ADP
cana-4551	19	14	forecasting	forecast	VERB
cana-4551	19	15	learner	learner	NOUN
cana-4551	19	16	enrolment	enrolment	NOUN
cana-4551	19	17	trends	trend	NOUN
cana-4551	19	18	.	.	PUNCT
cana-4551	20	1	by	by	ADP
cana-4551	20	2	utilizing	utilize	VERB
cana-4551	20	3	predictive	predictive	ADJ
cana-4551	20	4	analytics	analytic	NOUN
cana-4551	20	5	,	,	PUNCT
cana-4551	20	6	such	such	DET
cana-4551	20	7	a	a	DET
cana-4551	20	8	system	system	NOUN
cana-4551	20	9	can	can	AUX
cana-4551	20	10	produce	produce	VERB
cana-4551	20	11	accurate	accurate	ADJ
cana-4551	20	12	enrolment	enrolment	NOUN
cana-4551	20	13	forecasts	forecast	NOUN
cana-4551	20	14	,	,	PUNCT
cana-4551	20	15	allowing	allow	VERB
cana-4551	20	16	institutions	institution	NOUN
cana-4551	20	17	to	to	PART
cana-4551	20	18	make	make	VERB
cana-4551	20	19	well	well	ADV
cana-4551	20	20	-	-	PUNCT
cana-4551	20	21	informed	inform	VERB
cana-4551	20	22	decisions	decision	NOUN
cana-4551	20	23	about	about	ADP
cana-4551	20	24	resource	resource	NOUN
cana-4551	20	25	allocation	allocation	NOUN
cana-4551	20	26	,	,	PUNCT
cana-4551	20	27	budgeting	budgeting	NOUN
cana-4551	20	28	,	,	PUNCT
cana-4551	20	29	curriculum	curriculum	NOUN
cana-4551	20	30	design	design	NOUN
cana-4551	20	31	,	,	PUNCT
cana-4551	20	32	and	and	CCONJ
cana-4551	20	33	staffing	staffing	NOUN
cana-4551	20	34	.	.	PUNCT
cana-4551	21	1	accurate	accurate	ADJ
cana-4551	21	2	enrolment	enrolment	NOUN
cana-4551	21	3	forecasting	forecasting	NOUN
cana-4551	21	4	plays	play	VERB
cana-4551	21	5	a	a	DET
cana-4551	21	6	pivotal	pivotal	ADJ
cana-4551	21	7	role	role	NOUN
cana-4551	21	8	in	in	ADP
cana-4551	21	9	the	the	DET
cana-4551	21	10	strategic	strategic	ADJ
cana-4551	21	11	planning	planning	NOUN
cana-4551	21	12	process	process	NOUN
cana-4551	21	13	,	,	PUNCT
cana-4551	21	14	helping	help	VERB
cana-4551	21	15	to	to	PART
cana-4551	21	16	improve	improve	VERB
cana-4551	21	17	operational	operational	ADJ
cana-4551	21	18	efficiency	efficiency	NOUN
cana-4551	21	19	and	and	CCONJ
cana-4551	21	20	ultimately	ultimately	ADV
cana-4551	21	21	enhance	enhance	VERB
cana-4551	21	22	communications	communication	NOUN
cana-4551	21	23	on	on	ADP
cana-4551	21	24	applied	apply	VERB
cana-4551	21	25	nonlinear	nonlinear	ADJ
cana-4551	21	26	analysis	analysis	NOUN
cana-4551	21	27	issn	issn	NOUN
cana-4551	21	28	:	:	PUNCT
cana-4551	21	29	1074	1074	NUM
cana-4551	21	30	-	-	PUNCT
cana-4551	21	31	133x	133x	NUM
cana-4551	21	32	vol	vol	NOUN
cana-4551	21	33	32	32	NUM
cana-4551	21	34	no	no	NOUN
cana-4551	21	35	.	.	PUNCT
cana-4551	22	1	9s	9s	NUM
cana-4551	22	2	(	(	PUNCT
cana-4551	22	3	2025	2025	NUM
cana-4551	22	4	)	)	PUNCT
cana-4551	22	5	2721	2721	NUM
cana-4551	22	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	22	7	the	the	DET
cana-4551	22	8	quality	quality	NOUN
cana-4551	22	9	of	of	ADP
cana-4551	22	10	education	education	NOUN
cana-4551	22	11	provided	provide	VERB
cana-4551	22	12	to	to	ADP
cana-4551	22	13	students	student	NOUN
cana-4551	22	14	and	and	CCONJ
cana-4551	22	15	building	build	VERB
cana-4551	22	16	their	their	PRON
cana-4551	22	17	logic	logic	NOUN
cana-4551	22	18	.	.	PUNCT
cana-4551	23	1	this	this	PRON
cana-4551	23	2	outlines	outline	VERB
cana-4551	23	3	the	the	DET
cana-4551	23	4	challenges	challenge	NOUN
cana-4551	23	5	faced	face	VERB
cana-4551	23	6	by	by	ADP
cana-4551	23	7	educational	educational	ADJ
cana-4551	23	8	institutions	institution	NOUN
cana-4551	23	9	in	in	ADP
cana-4551	23	10	predicting	predict	VERB
cana-4551	23	11	enrolment	enrolment	NOUN
cana-4551	23	12	trends	trend	NOUN
cana-4551	23	13	,	,	PUNCT
cana-4551	23	14	highlights	highlight	VERB
cana-4551	23	15	the	the	DET
cana-4551	23	16	limitations	limitation	NOUN
cana-4551	23	17	of	of	ADP
cana-4551	23	18	traditional	traditional	ADJ
cana-4551	23	19	forecasting	forecasting	NOUN
cana-4551	23	20	methods	method	NOUN
cana-4551	23	21	,	,	PUNCT
cana-4551	23	22	and	and	CCONJ
cana-4551	23	23	emphasizes	emphasize	VERB
cana-4551	23	24	the	the	DET
cana-4551	23	25	importance	importance	NOUN
cana-4551	23	26	of	of	ADP
cana-4551	23	27	employing	employ	VERB
cana-4551	23	28	advanced	advanced	ADJ
cana-4551	23	29	,	,	PUNCT
cana-4551	23	30	data	datum	NOUN
cana-4551	23	31	-	-	PUNCT
cana-4551	23	32	driven	drive	VERB
cana-4551	23	33	solutions	solution	NOUN
cana-4551	23	34	for	for	ADP
cana-4551	23	35	more	more	ADV
cana-4551	23	36	effective	effective	ADJ
cana-4551	23	37	.	.	PUNCT
cana-4551	24	1	2	2	X
cana-4551	24	2	.	.	X
cana-4551	24	3	literature	literature	NOUN
cana-4551	24	4	survey	survey	NOUN
cana-4551	24	5	in	in	ADP
cana-4551	24	6	2021	2021	NUM
cana-4551	24	7	chen	chen	PROPN
cana-4551	24	8	,	,	PUNCT
cana-4551	24	9	c.	c.	PROPN
cana-4551	24	10	w.	w.	PROPN
cana-4551	24	11	et.al	et.al	PROPN
cana-4551	24	12	.	.	PROPN
cana-4551	24	13	developed	develop	VERB
cana-4551	24	14	a	a	DET
cana-4551	24	15	model	model	NOUN
cana-4551	24	16	that	that	PRON
cana-4551	24	17	explicitly	explicitly	ADV
cana-4551	24	18	connects	connect	VERB
cana-4551	24	19	the	the	DET
cana-4551	24	20	antecedents	antecedent	NOUN
cana-4551	24	21	and	and	CCONJ
cana-4551	24	22	outcomes	outcome	NOUN
cana-4551	24	23	of	of	ADP
cana-4551	24	24	customer	customer	NOUN
cana-4551	24	25	satisfaction	satisfaction	NOUN
cana-4551	24	26	within	within	ADP
cana-4551	24	27	a	a	DET
cana-4551	24	28	utility	utility	NOUN
cana-4551	24	29	-	-	PUNCT
cana-4551	24	30	oriented	orient	VERB
cana-4551	24	31	framework	framework	NOUN
cana-4551	24	32	[	[	X
cana-4551	24	33	5	5	NUM
cana-4551	24	34	]	]	PUNCT
cana-4551	24	35	.	.	PUNCT
cana-4551	25	1	this	this	DET
cana-4551	25	2	paper	paper	NOUN
cana-4551	25	3	focuses	focus	VERB
cana-4551	25	4	on	on	ADP
cana-4551	25	5	predictive	predictive	ADJ
cana-4551	25	6	modeling	modeling	NOUN
cana-4551	25	7	in	in	ADP
cana-4551	25	8	higher	high	ADJ
cana-4551	25	9	education	education	NOUN
cana-4551	25	10	,	,	PUNCT
cana-4551	25	11	exploring	explore	VERB
cana-4551	25	12	various	various	ADJ
cana-4551	25	13	approaches	approach	NOUN
cana-4551	25	14	to	to	ADP
cana-4551	25	15	developing	develop	VERB
cana-4551	25	16	learner	learner	NOUN
cana-4551	25	17	enrolment	enrolment	NOUN
cana-4551	25	18	forecasting	forecasting	NOUN
cana-4551	25	19	systems	system	NOUN
cana-4551	25	20	.	.	PUNCT
cana-4551	26	1	it	it	PRON
cana-4551	26	2	thoroughly	thoroughly	ADV
cana-4551	26	3	analyzes	analyze	VERB
cana-4551	26	4	the	the	DET
cana-4551	26	5	integration	integration	NOUN
cana-4551	26	6	of	of	ADP
cana-4551	26	7	demographic	demographic	ADJ
cana-4551	26	8	data	datum	NOUN
cana-4551	26	9	,	,	PUNCT
cana-4551	26	10	academic	academic	ADJ
cana-4551	26	11	performance	performance	NOUN
cana-4551	26	12	metrics	metric	NOUN
cana-4551	26	13	,	,	PUNCT
cana-4551	26	14	and	and	CCONJ
cana-4551	26	15	institutional	institutional	ADJ
cana-4551	26	16	factors	factor	NOUN
cana-4551	26	17	into	into	ADP
cana-4551	26	18	models	model	NOUN
cana-4551	26	19	aimed	aim	VERB
cana-4551	26	20	at	at	ADP
cana-4551	26	21	accurately	accurately	ADV
cana-4551	26	22	predicting	predict	VERB
cana-4551	26	23	future	future	ADJ
cana-4551	26	24	enrolment	enrolment	NOUN
cana-4551	26	25	trends	trend	NOUN
cana-4551	26	26	and	and	CCONJ
cana-4551	26	27	data	datum	NOUN
cana-4551	26	28	.	.	PUNCT
cana-4551	27	1	the	the	DET
cana-4551	27	2	"	"	PUNCT
cana-4551	27	3	artemis	artemis	NOUN
cana-4551	27	4	"	"	PUNCT
cana-4551	27	5	system	system	NOUN
cana-4551	27	6	at	at	ADP
cana-4551	27	7	florida	florida	PROPN
cana-4551	27	8	community	community	PROPN
cana-4551	27	9	college	college	PROPN
cana-4551	27	10	at	at	ADP
cana-4551	27	11	jacksonville	jacksonville	PROPN
cana-4551	27	12	(	(	PUNCT
cana-4551	27	13	fccj	fccj	NOUN
cana-4551	27	14	)	)	PUNCT
cana-4551	27	15	is	be	AUX
cana-4551	27	16	a	a	DET
cana-4551	27	17	student	student	NOUN
cana-4551	27	18	-	-	PUNCT
cana-4551	27	19	focused	focus	VERB
cana-4551	27	20	web	web	NOUN
cana-4551	27	21	portal	portal	NOUN
cana-4551	27	22	.	.	PUNCT
cana-4551	28	1	in	in	ADP
cana-4551	28	2	2002	2002	NUM
cana-4551	28	3	harr	harr	PROPN
cana-4551	28	4	,	,	PUNCT
cana-4551	28	5	gary	gary	PROPN
cana-4551	28	6	lynn	lynn	PROPN
cana-4551	28	7	suggested	suggest	VERB
cana-4551	28	8	through	through	ADP
cana-4551	28	9	a	a	DET
cana-4551	28	10	proposal	proposal	NOUN
cana-4551	28	11	to	to	PART
cana-4551	28	12	expand	expand	VERB
cana-4551	28	13	its	its	PRON
cana-4551	28	14	functions	function	NOUN
cana-4551	28	15	to	to	PART
cana-4551	28	16	integrate	integrate	VERB
cana-4551	28	17	college	college	NOUN
cana-4551	28	18	resources	resource	NOUN
cana-4551	28	19	,	,	PUNCT
cana-4551	28	20	boost	boost	VERB
cana-4551	28	21	student	student	NOUN
cana-4551	28	22	retention	retention	NOUN
cana-4551	28	23	,	,	PUNCT
cana-4551	28	24	support	support	NOUN
cana-4551	28	25	distance	distance	NOUN
cana-4551	28	26	learners	learner	NOUN
cana-4551	28	27	,	,	PUNCT
cana-4551	28	28	and	and	CCONJ
cana-4551	28	29	improve	improve	VERB
cana-4551	28	30	operational	operational	ADJ
cana-4551	28	31	efficiency	efficiency	NOUN
cana-4551	28	32	through	through	ADP
cana-4551	28	33	self	self	NOUN
cana-4551	28	34	-	-	PUNCT
cana-4551	28	35	help	help	NOUN
cana-4551	28	36	tools	tool	NOUN
cana-4551	28	37	[	[	X
cana-4551	28	38	6	6	NUM
cana-4551	28	39	-	-	SYM
cana-4551	28	40	8	8	NUM
cana-4551	28	41	]	]	PUNCT
cana-4551	28	42	.	.	PUNCT
cana-4551	29	1	achieving	achieve	VERB
cana-4551	29	2	these	these	DET
cana-4551	29	3	outcomes	outcome	NOUN
cana-4551	29	4	will	will	AUX
cana-4551	29	5	require	require	VERB
cana-4551	29	6	significant	significant	ADJ
cana-4551	29	7	institutional	institutional	ADJ
cana-4551	29	8	commitment	commitment	NOUN
cana-4551	29	9	,	,	PUNCT
cana-4551	29	10	resource	resource	NOUN
cana-4551	29	11	reallocation	reallocation	NOUN
cana-4551	29	12	,	,	PUNCT
cana-4551	29	13	and	and	CCONJ
cana-4551	29	14	potential	potential	ADJ
cana-4551	29	15	reorganization	reorganization	NOUN
cana-4551	29	16	,	,	PUNCT
cana-4551	29	17	along	along	ADP
cana-4551	29	18	with	with	ADP
cana-4551	29	19	careful	careful	ADJ
cana-4551	29	20	design	design	NOUN
cana-4551	29	21	and	and	CCONJ
cana-4551	29	22	infrastructure	infrastructure	NOUN
cana-4551	29	23	considerations	consideration	NOUN
cana-4551	29	24	.	.	PUNCT
cana-4551	30	1	in	in	ADP
cana-4551	30	2	2023	2023	NUM
cana-4551	30	3	cierva	cierva	PROPN
cana-4551	30	4	et	et	PROPN
cana-4551	30	5	.	.	PUNCT
cana-4551	31	1	al	al	PROPN
cana-4551	31	2	.	.	PROPN
cana-4551	31	3	reported	report	VERB
cana-4551	31	4	that	that	SCONJ
cana-4551	31	5	the	the	DET
cana-4551	31	6	bato	bato	PROPN
cana-4551	31	7	institute	institute	PROPN
cana-4551	31	8	of	of	ADP
cana-4551	31	9	science	science	PROPN
cana-4551	31	10	and	and	CCONJ
cana-4551	31	11	technology	technology	NOUN
cana-4551	31	12	's	's	PART
cana-4551	31	13	online	online	ADJ
cana-4551	31	14	enrolment	enrolment	NOUN
cana-4551	31	15	system	system	NOUN
cana-4551	31	16	manages	manage	VERB
cana-4551	31	17	student	student	NOUN
cana-4551	31	18	details	detail	NOUN
cana-4551	31	19	,	,	PUNCT
cana-4551	31	20	grades	grade	NOUN
cana-4551	31	21	,	,	PUNCT
cana-4551	31	22	enrolment	enrolment	NOUN
cana-4551	31	23	,	,	PUNCT
cana-4551	31	24	and	and	CCONJ
cana-4551	31	25	billing	bill	VERB
cana-4551	31	26	from	from	ADP
cana-4551	31	27	admission	admission	NOUN
cana-4551	31	28	to	to	ADP
cana-4551	31	29	graduation	graduation	NOUN
cana-4551	31	30	[	[	X
cana-4551	31	31	9	9	NUM
cana-4551	31	32	]	]	PUNCT
cana-4551	31	33	.	.	PUNCT
cana-4551	32	1	with	with	ADP
cana-4551	32	2	administrator	administrator	NOUN
cana-4551	32	3	and	and	CCONJ
cana-4551	32	4	user	user	NOUN
cana-4551	32	5	access	access	NOUN
cana-4551	32	6	,	,	PUNCT
cana-4551	32	7	the	the	DET
cana-4551	32	8	system	system	NOUN
cana-4551	32	9	ensures	ensure	VERB
cana-4551	32	10	accuracy	accuracy	NOUN
cana-4551	32	11	,	,	PUNCT
cana-4551	32	12	ease	ease	NOUN
cana-4551	32	13	of	of	ADP
cana-4551	32	14	use	use	NOUN
cana-4551	32	15	,	,	PUNCT
cana-4551	32	16	and	and	CCONJ
cana-4551	32	17	reliability	reliability	NOUN
cana-4551	32	18	.	.	PUNCT
cana-4551	33	1	a	a	DET
cana-4551	33	2	survey	survey	NOUN
cana-4551	33	3	showed	show	VERB
cana-4551	33	4	high	high	ADJ
cana-4551	33	5	satisfaction	satisfaction	NOUN
cana-4551	33	6	and	and	CCONJ
cana-4551	33	7	effectiveness	effectiveness	NOUN
cana-4551	33	8	,	,	PUNCT
cana-4551	33	9	with	with	ADP
cana-4551	33	10	recommendations	recommendation	NOUN
cana-4551	33	11	for	for	ADP
cana-4551	33	12	ongoing	ongoing	ADJ
cana-4551	33	13	improvements	improvement	NOUN
cana-4551	33	14	.	.	PUNCT
cana-4551	34	1	in	in	ADP
cana-4551	34	2	2023	2023	NUM
cana-4551	34	3	mary	mary	PROPN
cana-4551	34	4	jane	jane	PROPN
cana-4551	34	5	pagay	pagay	PROPN
cana-4551	34	6	cierva	cierva	PROPN
cana-4551	34	7	reported	report	VERB
cana-4551	34	8	that	that	SCONJ
cana-4551	34	9	the	the	DET
cana-4551	34	10	bato	bato	PROPN
cana-4551	34	11	institute	institute	PROPN
cana-4551	34	12	of	of	ADP
cana-4551	34	13	science	science	PROPN
cana-4551	34	14	and	and	CCONJ
cana-4551	34	15	technology	technology	NOUN
cana-4551	34	16	online	online	ADJ
cana-4551	34	17	enrolment	enrolment	NOUN
cana-4551	34	18	system	system	NOUN
cana-4551	34	19	efficiently	efficiently	ADV
cana-4551	34	20	manages	manage	VERB
cana-4551	34	21	student	student	NOUN
cana-4551	34	22	details	detail	NOUN
cana-4551	34	23	,	,	PUNCT
cana-4551	34	24	grade	grade	NOUN
cana-4551	34	25	reports	report	NOUN
cana-4551	34	26	,	,	PUNCT
cana-4551	34	27	enrolment	enrolment	NOUN
cana-4551	34	28	,	,	PUNCT
cana-4551	34	29	and	and	CCONJ
cana-4551	34	30	billing	billing	NOUN
cana-4551	34	31	,	,	PUNCT
cana-4551	34	32	ensuring	ensure	VERB
cana-4551	34	33	accurate	accurate	ADJ
cana-4551	34	34	record	record	NOUN
cana-4551	34	35	-	-	PUNCT
cana-4551	34	36	keeping	keeping	NOUN
cana-4551	34	37	from	from	ADP
cana-4551	34	38	admission	admission	NOUN
cana-4551	34	39	to	to	ADP
cana-4551	34	40	graduation	graduation	NOUN
cana-4551	34	41	.	.	PUNCT
cana-4551	35	1	with	with	ADP
cana-4551	35	2	computerized	computerized	ADJ
cana-4551	35	3	processing	processing	NOUN
cana-4551	35	4	,	,	PUNCT
cana-4551	35	5	the	the	DET
cana-4551	35	6	system	system	NOUN
cana-4551	35	7	enhances	enhance	VERB
cana-4551	35	8	accuracy	accuracy	NOUN
cana-4551	35	9	and	and	CCONJ
cana-4551	35	10	simplifies	simplifie	NOUN
cana-4551	35	11	backup	backup	NOUN
cana-4551	35	12	maintenance	maintenance	NOUN
cana-4551	35	13	.	.	PUNCT
cana-4551	36	1	it	it	PRON
cana-4551	36	2	operates	operate	VERB
cana-4551	36	3	with	with	ADP
cana-4551	36	4	two	two	NUM
cana-4551	36	5	access	access	NOUN
cana-4551	36	6	levels	level	NOUN
cana-4551	36	7	:	:	PUNCT
cana-4551	36	8	administrator	administrator	NOUN
cana-4551	36	9	and	and	CCONJ
cana-4551	36	10	user	user	NOUN
cana-4551	36	11	(	(	PUNCT
cana-4551	36	12	staff	staff	NOUN
cana-4551	36	13	and	and	CCONJ
cana-4551	36	14	students	student	NOUN
cana-4551	36	15	)	)	PUNCT
cana-4551	36	16	.	.	PUNCT
cana-4551	37	1	a	a	DET
cana-4551	37	2	user	user	NOUN
cana-4551	37	3	survey	survey	NOUN
cana-4551	37	4	assessing	assess	VERB
cana-4551	37	5	ease	ease	NOUN
cana-4551	37	6	of	of	ADP
cana-4551	37	7	use	use	NOUN
cana-4551	37	8	,	,	PUNCT
cana-4551	37	9	speed	speed	NOUN
cana-4551	37	10	,	,	PUNCT
cana-4551	37	11	and	and	CCONJ
cana-4551	37	12	satisfaction	satisfaction	NOUN
cana-4551	37	13	confirmed	confirm	VERB
cana-4551	37	14	the	the	DET
cana-4551	37	15	system	system	NOUN
cana-4551	37	16	's	's	PART
cana-4551	37	17	high	high	ADJ
cana-4551	37	18	efficiency	efficiency	NOUN
cana-4551	37	19	,	,	PUNCT
cana-4551	37	20	receiving	receive	VERB
cana-4551	37	21	a	a	DET
cana-4551	37	22	“	"	PUNCT
cana-4551	37	23	very	very	ADV
cana-4551	37	24	good	good	ADJ
cana-4551	37	25	”	"	PUNCT
cana-4551	37	26	rating	rating	NOUN
cana-4551	37	27	.	.	PUNCT
cana-4551	38	1	based	base	VERB
cana-4551	38	2	on	on	ADP
cana-4551	38	3	these	these	DET
cana-4551	38	4	findings	finding	NOUN
cana-4551	38	5	,	,	PUNCT
cana-4551	38	6	the	the	DET
cana-4551	38	7	system	system	NOUN
cana-4551	38	8	is	be	AUX
cana-4551	38	9	deemed	deem	VERB
cana-4551	38	10	effective	effective	ADJ
cana-4551	38	11	,	,	PUNCT
cana-4551	38	12	with	with	ADP
cana-4551	38	13	recommendations	recommendation	NOUN
cana-4551	38	14	for	for	ADP
cana-4551	38	15	continuous	continuous	ADJ
cana-4551	38	16	improvements	improvement	NOUN
cana-4551	38	17	to	to	PART
cana-4551	38	18	maintain	maintain	VERB
cana-4551	38	19	its	its	PRON
cana-4551	38	20	reliability	reliability	NOUN
cana-4551	38	21	in	in	ADP
cana-4551	38	22	the	the	DET
cana-4551	38	23	future	future	NOUN
cana-4551	38	24	[	[	X
cana-4551	38	25	10	10	NUM
cana-4551	38	26	]	]	PUNCT
cana-4551	38	27	.	.	PUNCT
cana-4551	39	1	in	in	ADP
cana-4551	39	2	2022	2022	NUM
cana-4551	39	3	r.	r.	PROPN
cana-4551	39	4	ramya	ramya	PROPN
cana-4551	39	5	et.al	et.al	PROPN
cana-4551	39	6	.	.	PUNCT
cana-4551	40	1	provided	provide	VERB
cana-4551	40	2	insights	insight	NOUN
cana-4551	40	3	to	to	PART
cana-4551	40	4	support	support	VERB
cana-4551	40	5	the	the	DET
cana-4551	40	6	operational	operational	ADJ
cana-4551	40	7	,	,	PUNCT
cana-4551	40	8	managerial	managerial	ADJ
cana-4551	40	9	,	,	PUNCT
cana-4551	40	10	and	and	CCONJ
cana-4551	40	11	decision	decision	NOUN
cana-4551	40	12	-	-	PUNCT
cana-4551	40	13	making	make	VERB
cana-4551	40	14	functions	function	NOUN
cana-4551	40	15	of	of	ADP
cana-4551	40	16	enterprises	enterprise	NOUN
cana-4551	40	17	and	and	CCONJ
cana-4551	40	18	organizations	organization	NOUN
cana-4551	40	19	.	.	PUNCT
cana-4551	41	1	[	[	X
cana-4551	41	2	11	11	NUM
cana-4551	41	3	]	]	PUNCT
cana-4551	41	4	.	.	PUNCT
cana-4551	42	1	with	with	ADP
cana-4551	42	2	the	the	DET
cana-4551	42	3	vast	vast	ADJ
cana-4551	42	4	amount	amount	NOUN
cana-4551	42	5	of	of	ADP
cana-4551	42	6	information	information	NOUN
cana-4551	42	7	available	available	ADJ
cana-4551	42	8	,	,	PUNCT
cana-4551	42	9	processing	process	VERB
cana-4551	42	10	the	the	DET
cana-4551	42	11	student	student	NOUN
cana-4551	42	12	information	information	NOUN
cana-4551	42	13	management	management	NOUN
cana-4551	42	14	system	system	NOUN
cana-4551	42	15	is	be	AUX
cana-4551	42	16	essential	essential	ADJ
cana-4551	42	17	to	to	PART
cana-4551	42	18	enhance	enhance	VERB
cana-4551	42	19	the	the	DET
cana-4551	42	20	efficiency	efficiency	NOUN
cana-4551	42	21	of	of	ADP
cana-4551	42	22	student	student	NOUN
cana-4551	42	23	management	management	NOUN
cana-4551	42	24	.	.	PUNCT
cana-4551	43	1	this	this	DET
cana-4551	43	2	paper	paper	NOUN
cana-4551	43	3	aims	aim	VERB
cana-4551	43	4	to	to	PART
cana-4551	43	5	develop	develop	VERB
cana-4551	43	6	a	a	DET
cana-4551	43	7	typical	typical	ADJ
cana-4551	43	8	student	student	NOUN
cana-4551	43	9	information	information	NOUN
cana-4551	43	10	management	management	NOUN
cana-4551	43	11	system	system	NOUN
cana-4551	43	12	to	to	PART
cana-4551	43	13	achieve	achieve	VERB
cana-4551	43	14	the	the	DET
cana-4551	43	15	systematization	systematization	NOUN
cana-4551	43	16	,	,	PUNCT
cana-4551	43	17	standardization	standardization	NOUN
cana-4551	43	18	,	,	PUNCT
cana-4551	43	19	and	and	CCONJ
cana-4551	43	20	automation	automation	NOUN
cana-4551	43	21	of	of	ADP
cana-4551	43	22	student	student	NOUN
cana-4551	43	23	information	information	NOUN
cana-4551	43	24	management	management	NOUN
cana-4551	43	25	.	.	PUNCT
cana-4551	44	1	this	this	DET
cana-4551	44	2	article	article	NOUN
cana-4551	44	3	examines	examine	VERB
cana-4551	44	4	the	the	DET
cana-4551	44	5	critical	critical	ADJ
cana-4551	44	6	role	role	NOUN
cana-4551	44	7	of	of	ADP
cana-4551	44	8	enrolment	enrolment	NOUN
cana-4551	44	9	forecasting	forecasting	NOUN
cana-4551	44	10	in	in	ADP
cana-4551	44	11	enhancing	enhance	VERB
cana-4551	44	12	educational	educational	ADJ
cana-4551	44	13	planning	planning	NOUN
cana-4551	44	14	.	.	PUNCT
cana-4551	45	1	it	it	PRON
cana-4551	45	2	outlines	outline	VERB
cana-4551	45	3	the	the	DET
cana-4551	45	4	methodologies	methodology	NOUN
cana-4551	45	5	employed	employ	VERB
cana-4551	45	6	in	in	ADP
cana-4551	45	7	current	current	ADJ
cana-4551	45	8	enrolment	enrolment	NOUN
cana-4551	45	9	prediction	prediction	NOUN
cana-4551	45	10	systems	system	NOUN
cana-4551	45	11	and	and	CCONJ
cana-4551	45	12	emphasizes	emphasize	VERB
cana-4551	45	13	the	the	DET
cana-4551	45	14	impact	impact	NOUN
cana-4551	45	15	of	of	ADP
cana-4551	45	16	predictive	predictive	ADJ
cana-4551	45	17	analytic	analytic	NOUN
cana-4551	45	18	on	on	ADP
cana-4551	45	19	optimizing	optimize	VERB
cana-4551	45	20	resource	resource	NOUN
cana-4551	45	21	distribution	distribution	NOUN
cana-4551	45	22	and	and	CCONJ
cana-4551	45	23	institutional	institutional	ADJ
cana-4551	45	24	management	management	NOUN
cana-4551	45	25	.	.	PUNCT
cana-4551	46	1	in	in	ADP
cana-4551	46	2	2021	2021	NUM
cana-4551	46	3	xiaomei	xiaomei	PROPN
cana-4551	46	4	bai	bai	PROPN
cana-4551	46	5	et	et	PROPN
cana-4551	46	6	.	.	PUNCT
cana-4551	47	1	al	al	PROPN
cana-4551	47	2	.	.	PROPN
cana-4551	47	3	identified	identify	VERB
cana-4551	47	4	that	that	SCONJ
cana-4551	47	5	the	the	DET
cana-4551	47	6	educational	educational	ADJ
cana-4551	47	7	big	big	ADJ
cana-4551	47	8	data	data	NOUN
cana-4551	47	9	is	be	AUX
cana-4551	47	10	a	a	DET
cana-4551	47	11	critical	critical	ADJ
cana-4551	47	12	asset	asset	NOUN
cana-4551	47	13	for	for	ADP
cana-4551	47	14	advancing	advance	VERB
cana-4551	47	15	educational	educational	ADJ
cana-4551	47	16	reform	reform	NOUN
cana-4551	47	17	,	,	PUNCT
cana-4551	47	18	encompassing	encompass	VERB
cana-4551	47	19	student	student	NOUN
cana-4551	47	20	attributes	attribute	NOUN
cana-4551	47	21	,	,	PUNCT
cana-4551	47	22	learning	learn	VERB
cana-4551	47	23	behavior	behavior	NOUN
cana-4551	47	24	,	,	PUNCT
cana-4551	47	25	and	and	CCONJ
cana-4551	47	26	psychological	psychological	ADJ
cana-4551	47	27	states	state	NOUN
cana-4551	47	28	[	[	X
cana-4551	47	29	1215	1215	NUM
cana-4551	47	30	]	]	PUNCT
cana-4551	47	31	.	.	PUNCT
cana-4551	48	1	its	its	PRON
cana-4551	48	2	applications	application	NOUN
cana-4551	48	3	include	include	VERB
cana-4551	48	4	predicting	predict	VERB
cana-4551	48	5	academic	academic	ADJ
cana-4551	48	6	performance	performance	NOUN
cana-4551	48	7	,	,	PUNCT
cana-4551	48	8	employment	employment	NOUN
cana-4551	48	9	recommendations	recommendation	NOUN
cana-4551	48	10	,	,	PUNCT
cana-4551	48	11	and	and	CCONJ
cana-4551	48	12	financial	financial	ADJ
cana-4551	48	13	support	support	NOUN
cana-4551	48	14	for	for	ADP
cana-4551	48	15	low	low	ADJ
cana-4551	48	16	-	-	PUNCT
cana-4551	48	17	income	income	NOUN
cana-4551	48	18	students	student	NOUN
cana-4551	48	19	.	.	PUNCT
cana-4551	49	1	they	they	PRON
cana-4551	49	2	have	have	AUX
cana-4551	49	3	proposed	propose	VERB
cana-4551	49	4	that	that	SCONJ
cana-4551	49	5	the	the	DET
cana-4551	49	6	predictive	predictive	ADJ
cana-4551	49	7	research	research	NOUN
cana-4551	49	8	in	in	ADP
cana-4551	49	9	higher	high	ADJ
cana-4551	49	10	communications	communication	NOUN
cana-4551	49	11	on	on	ADP
cana-4551	49	12	applied	apply	VERB
cana-4551	49	13	nonlinear	nonlinear	ADJ
cana-4551	49	14	analysis	analysis	NOUN
cana-4551	49	15	issn	issn	NOUN
cana-4551	49	16	:	:	PUNCT
cana-4551	49	17	1074	1074	NUM
cana-4551	49	18	-	-	PUNCT
cana-4551	49	19	133x	133x	NUM
cana-4551	49	20	vol	vol	NOUN
cana-4551	49	21	32	32	NUM
cana-4551	49	22	no	no	NOUN
cana-4551	49	23	.	.	PUNCT
cana-4551	50	1	9s	9s	NUM
cana-4551	50	2	(	(	PUNCT
cana-4551	50	3	2025	2025	NUM
cana-4551	50	4	)	)	PUNCT
cana-4551	50	5	2722	2722	NUM
cana-4551	51	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	51	2	education	education	NOUN
cana-4551	51	3	helps	help	VERB
cana-4551	51	4	forecast	forecast	VERB
cana-4551	51	5	student	student	NOUN
cana-4551	51	6	behavior	behavior	NOUN
cana-4551	51	7	and	and	CCONJ
cana-4551	51	8	course	course	VERB
cana-4551	51	9	outcomes	outcome	NOUN
cana-4551	51	10	.	.	PUNCT
cana-4551	52	1	this	this	DET
cana-4551	52	2	report	report	NOUN
cana-4551	52	3	explores	explore	VERB
cana-4551	52	4	the	the	DET
cana-4551	52	5	significance	significance	NOUN
cana-4551	52	6	of	of	ADP
cana-4551	52	7	educational	educational	ADJ
cana-4551	52	8	big	big	ADJ
cana-4551	52	9	data	datum	NOUN
cana-4551	52	10	,	,	PUNCT
cana-4551	52	11	academic	academic	ADJ
cana-4551	52	12	performance	performance	NOUN
cana-4551	52	13	prediction	prediction	NOUN
cana-4551	52	14	,	,	PUNCT
cana-4551	52	15	and	and	CCONJ
cana-4551	52	16	its	its	PRON
cana-4551	52	17	key	key	ADJ
cana-4551	52	18	applications	application	NOUN
cana-4551	52	19	,	,	PUNCT
cana-4551	52	20	while	while	SCONJ
cana-4551	52	21	highlighting	highlight	VERB
cana-4551	52	22	challenges	challenge	NOUN
cana-4551	52	23	and	and	CCONJ
cana-4551	52	24	future	future	ADJ
cana-4551	52	25	research	research	NOUN
cana-4551	52	26	directions	direction	NOUN
cana-4551	52	27	.	.	PUNCT
cana-4551	53	1	technology	technology	NOUN
cana-4551	53	2	has	have	AUX
cana-4551	53	3	become	become	VERB
cana-4551	53	4	increasingly	increasingly	ADV
cana-4551	53	5	integral	integral	ADJ
cana-4551	53	6	to	to	ADP
cana-4551	53	7	academic	academic	ADJ
cana-4551	53	8	instruction	instruction	NOUN
cana-4551	53	9	,	,	PUNCT
cana-4551	53	10	especially	especially	ADV
cana-4551	53	11	during	during	ADP
cana-4551	53	12	the	the	DET
cana-4551	53	13	pandemic	pandemic	NOUN
cana-4551	53	14	.	.	PUNCT
cana-4551	54	1	in	in	ADP
cana-4551	54	2	2018	2018	NUM
cana-4551	54	3	was	be	AUX
cana-4551	54	4	purba	purba	PROPN
cana-4551	54	5	daru	daru	PROPN
cana-4551	54	6	kusuma	kusuma	PROPN
cana-4551	54	7	has	have	AUX
cana-4551	54	8	proposed	propose	VERB
cana-4551	54	9	that	that	SCONJ
cana-4551	54	10	beyond	beyond	ADP
cana-4551	54	11	enhancing	enhance	VERB
cana-4551	54	12	teaching	teaching	NOUN
cana-4551	54	13	and	and	CCONJ
cana-4551	54	14	learning	learn	VERB
cana-4551	54	15	delivery	delivery	NOUN
cana-4551	54	16	,	,	PUNCT
cana-4551	54	17	technology	technology	NOUN
cana-4551	54	18	's	's	PART
cana-4551	54	19	integration	integration	NOUN
cana-4551	54	20	offers	offer	VERB
cana-4551	54	21	a	a	DET
cana-4551	54	22	long	long	ADJ
cana-4551	54	23	-	-	PUNCT
cana-4551	54	24	term	term	NOUN
cana-4551	54	25	advantage	advantage	NOUN
cana-4551	54	26	in	in	ADP
cana-4551	54	27	managing	manage	VERB
cana-4551	54	28	student	student	NOUN
cana-4551	54	29	data	datum	NOUN
cana-4551	54	30	,	,	PUNCT
cana-4551	54	31	crucial	crucial	ADJ
cana-4551	54	32	for	for	ADP
cana-4551	54	33	preparing	prepare	VERB
cana-4551	54	34	various	various	ADJ
cana-4551	54	35	standard	standard	ADJ
cana-4551	54	36	school	school	NOUN
cana-4551	54	37	forms	form	NOUN
cana-4551	54	38	and	and	CCONJ
cana-4551	54	39	records	record	NOUN
cana-4551	55	1	[	[	X
cana-4551	55	2	16	16	NUM
cana-4551	55	3	-	-	SYM
cana-4551	55	4	18	18	NUM
cana-4551	55	5	]	]	PUNCT
cana-4551	55	6	.	.	PUNCT
cana-4551	56	1	this	this	DET
cana-4551	56	2	study	study	NOUN
cana-4551	56	3	focused	focus	VERB
cana-4551	56	4	on	on	ADP
cana-4551	56	5	developing	develop	VERB
cana-4551	56	6	the	the	DET
cana-4551	56	7	school	school	NOUN
cana-4551	56	8	record	record	NOUN
cana-4551	56	9	and	and	CCONJ
cana-4551	56	10	forms	form	NOUN
cana-4551	56	11	-	-	PUNCT
cana-4551	56	12	online	online	ADJ
cana-4551	56	13	management	management	NOUN
cana-4551	56	14	system	system	NOUN
cana-4551	56	15	(	(	PUNCT
cana-4551	56	16	srf	srf	ADJ
cana-4551	56	17	-	-	PUNCT
cana-4551	56	18	omas	oma	NOUN
cana-4551	56	19	)	)	PUNCT
cana-4551	56	20	to	to	PART
cana-4551	56	21	enhance	enhance	VERB
cana-4551	56	22	enrolment	enrolment	NOUN
cana-4551	56	23	and	and	CCONJ
cana-4551	56	24	data	datum	NOUN
cana-4551	56	25	management	management	NOUN
cana-4551	56	26	processes	process	NOUN
cana-4551	56	27	,	,	PUNCT
cana-4551	56	28	specifically	specifically	ADV
cana-4551	56	29	in	in	ADP
cana-4551	56	30	generating	generate	VERB
cana-4551	56	31	school	school	NOUN
cana-4551	56	32	forms	form	NOUN
cana-4551	56	33	related	relate	VERB
cana-4551	56	34	to	to	ADP
cana-4551	56	35	student	student	NOUN
cana-4551	56	36	registration	registration	NOUN
cana-4551	56	37	,	,	PUNCT
cana-4551	56	38	promotion	promotion	NOUN
cana-4551	56	39	,	,	PUNCT
cana-4551	56	40	health	health	NOUN
cana-4551	56	41	records	record	NOUN
cana-4551	56	42	,	,	PUNCT
cana-4551	56	43	academic	academic	ADJ
cana-4551	56	44	progress	progress	NOUN
cana-4551	56	45	,	,	PUNCT
cana-4551	56	46	permanent	permanent	ADJ
cana-4551	56	47	records	record	NOUN
cana-4551	56	48	,	,	PUNCT
cana-4551	56	49	and	and	CCONJ
cana-4551	56	50	other	other	ADJ
cana-4551	56	51	essential	essential	ADJ
cana-4551	56	52	reports	report	NOUN
cana-4551	56	53	[	[	X
cana-4551	56	54	19	19	NUM
cana-4551	56	55	]	]	PUNCT
cana-4551	56	56	.	.	PUNCT
cana-4551	57	1	in	in	ADP
cana-4551	57	2	the	the	DET
cana-4551	57	3	year	year	NOUN
cana-4551	57	4	2021	2021	NUM
cana-4551	57	5	anameje	anameje	VERB
cana-4551	57	6	chinwe	chinwe	PROPN
cana-4551	57	7	a	a	PRON
cana-4551	57	8	et	et	PROPN
cana-4551	57	9	al	al	PROPN
cana-4551	57	10	.	.	PROPN
cana-4551	57	11	reported	report	VERB
cana-4551	57	12	a	a	DET
cana-4551	57	13	centralized	centralized	ADJ
cana-4551	57	14	database	database	NOUN
cana-4551	57	15	system	system	NOUN
cana-4551	57	16	where	where	SCONJ
cana-4551	57	17	administration	administration	NOUN
cana-4551	57	18	and	and	CCONJ
cana-4551	57	19	college	college	NOUN
cana-4551	57	20	faculty	faculty	NOUN
cana-4551	57	21	and	and	CCONJ
cana-4551	57	22	students	student	NOUN
cana-4551	57	23	can	can	AUX
cana-4551	57	24	access	access	VERB
cana-4551	57	25	data	datum	NOUN
cana-4551	58	1	[	[	X
cana-4551	58	2	20	20	NUM
cana-4551	58	3	]	]	PUNCT
cana-4551	58	4	.	.	PUNCT
cana-4551	59	1	educational	educational	ADJ
cana-4551	59	2	institutions	institution	NOUN
cana-4551	59	3	are	be	AUX
cana-4551	59	4	increasingly	increasingly	ADV
cana-4551	59	5	focused	focus	VERB
cana-4551	59	6	on	on	ADP
cana-4551	59	7	optimizing	optimize	VERB
cana-4551	59	8	resource	resource	NOUN
cana-4551	59	9	allocation	allocation	NOUN
cana-4551	59	10	,	,	PUNCT
cana-4551	59	11	enhancing	enhance	VERB
cana-4551	59	12	course	course	NOUN
cana-4551	59	13	scheduling	scheduling	NOUN
cana-4551	59	14	,	,	PUNCT
cana-4551	59	15	and	and	CCONJ
cana-4551	59	16	ensuring	ensure	VERB
cana-4551	59	17	effective	effective	ADJ
cana-4551	59	18	long	long	ADJ
cana-4551	59	19	-	-	PUNCT
cana-4551	59	20	term	term	NOUN
cana-4551	59	21	planning	planning	NOUN
cana-4551	59	22	.	.	PUNCT
cana-4551	60	1	a	a	DET
cana-4551	60	2	key	key	ADJ
cana-4551	60	3	component	component	NOUN
cana-4551	60	4	in	in	ADP
cana-4551	60	5	achieving	achieve	VERB
cana-4551	60	6	these	these	DET
cana-4551	60	7	objectives	objective	NOUN
cana-4551	60	8	is	be	AUX
cana-4551	60	9	the	the	DET
cana-4551	60	10	ability	ability	NOUN
cana-4551	60	11	to	to	PART
cana-4551	60	12	accurately	accurately	ADV
cana-4551	60	13	predict	predict	VERB
cana-4551	60	14	learner	learner	NOUN
cana-4551	60	15	enrolment	enrolment	NOUN
cana-4551	60	16	trends	trend	NOUN
cana-4551	60	17	.	.	PUNCT
cana-4551	61	1	authors	author	NOUN
cana-4551	61	2	reported	report	VERB
cana-4551	61	3	an	an	DET
cana-4551	61	4	in	in	ADP
cana-4551	61	5	-	-	PUNCT
cana-4551	61	6	depth	depth	NOUN
cana-4551	61	7	analysis	analysis	NOUN
cana-4551	61	8	of	of	ADP
cana-4551	61	9	a	a	DET
cana-4551	61	10	learner	learner	NOUN
cana-4551	61	11	enrolment	enrolment	NOUN
cana-4551	61	12	prediction	prediction	NOUN
cana-4551	61	13	system	system	NOUN
cana-4551	61	14	(	(	PUNCT
cana-4551	61	15	leps	leps	PROPN
cana-4551	61	16	)	)	PUNCT
cana-4551	61	17	,	,	PUNCT
cana-4551	61	18	developed	develop	VERB
cana-4551	61	19	to	to	PART
cana-4551	61	20	forecast	forecast	VERB
cana-4551	61	21	future	future	ADJ
cana-4551	61	22	learner	learner	NOUN
cana-4551	61	23	enrolment	enrolment	NOUN
cana-4551	61	24	with	with	ADP
cana-4551	61	25	high	high	ADJ
cana-4551	61	26	precision	precision	NOUN
cana-4551	61	27	.	.	PUNCT
cana-4551	62	1	leps	leps	VERB
cana-4551	62	2	leverages	leverage	VERB
cana-4551	62	3	a	a	DET
cana-4551	62	4	combination	combination	NOUN
cana-4551	62	5	of	of	ADP
cana-4551	62	6	historical	historical	ADJ
cana-4551	62	7	enrolment	enrolment	NOUN
cana-4551	62	8	data	datum	NOUN
cana-4551	62	9	,	,	PUNCT
cana-4551	62	10	demographic	demographic	ADJ
cana-4551	62	11	trends	trend	NOUN
cana-4551	62	12	,	,	PUNCT
cana-4551	62	13	socio	socio	NOUN
cana-4551	62	14	-	-	PUNCT
cana-4551	62	15	economic	economic	ADJ
cana-4551	62	16	factors	factor	NOUN
cana-4551	62	17	,	,	PUNCT
cana-4551	62	18	and	and	CCONJ
cana-4551	62	19	academic	academic	ADJ
cana-4551	62	20	performance	performance	NOUN
cana-4551	62	21	metrics	metric	NOUN
cana-4551	62	22	to	to	PART
cana-4551	62	23	build	build	VERB
cana-4551	62	24	robust	robust	ADJ
cana-4551	62	25	predictive	predictive	ADJ
cana-4551	62	26	models	model	NOUN
cana-4551	62	27	.	.	PUNCT
cana-4551	63	1	these	these	DET
cana-4551	63	2	models	model	NOUN
cana-4551	63	3	utilize	utilize	VERB
cana-4551	63	4	advanced	advanced	ADJ
cana-4551	63	5	techniques	technique	NOUN
cana-4551	63	6	such	such	ADJ
cana-4551	63	7	as	as	ADP
cana-4551	63	8	regression	regression	NOUN
cana-4551	63	9	analysis	analysis	NOUN
cana-4551	63	10	,	,	PUNCT
cana-4551	63	11	time	time	NOUN
cana-4551	63	12	series	series	PROPN
cana-4551	63	13	forecasting	forecasting	NOUN
cana-4551	63	14	,	,	PUNCT
cana-4551	63	15	and	and	CCONJ
cana-4551	63	16	neural	neural	ADJ
cana-4551	63	17	networks	network	NOUN
cana-4551	63	18	to	to	PART
cana-4551	63	19	identify	identify	VERB
cana-4551	63	20	patterns	pattern	NOUN
cana-4551	63	21	and	and	CCONJ
cana-4551	63	22	predict	predict	VERB
cana-4551	63	23	future	future	ADJ
cana-4551	63	24	enrolment	enrolment	NOUN
cana-4551	63	25	trends	trend	NOUN
cana-4551	63	26	.	.	PUNCT
cana-4551	64	1	this	this	DET
cana-4551	64	2	paper	paper	NOUN
cana-4551	64	3	primarily	primarily	ADV
cana-4551	64	4	focuses	focus	VERB
cana-4551	64	5	on	on	ADP
cana-4551	64	6	developing	develop	VERB
cana-4551	64	7	a	a	DET
cana-4551	64	8	user	user	NOUN
cana-4551	64	9	-	-	PUNCT
cana-4551	64	10	friendly	friendly	ADJ
cana-4551	64	11	interface	interface	NOUN
cana-4551	64	12	for	for	ADP
cana-4551	64	13	efficiently	efficiently	ADV
cana-4551	64	14	collecting	collect	VERB
cana-4551	64	15	and	and	CCONJ
cana-4551	64	16	managing	manage	VERB
cana-4551	64	17	various	various	ADJ
cana-4551	64	18	student	student	NOUN
cana-4551	64	19	information	information	NOUN
cana-4551	64	20	.	.	PUNCT
cana-4551	65	1	a	a	DET
cana-4551	65	2	student	student	NOUN
cana-4551	65	3	information	information	NOUN
cana-4551	65	4	system	system	NOUN
cana-4551	65	5	encompasses	encompass	VERB
cana-4551	65	6	a	a	DET
cana-4551	65	7	wide	wide	ADJ
cana-4551	65	8	range	range	NOUN
cana-4551	65	9	of	of	ADP
cana-4551	65	10	data	datum	NOUN
cana-4551	65	11	,	,	PUNCT
cana-4551	65	12	from	from	ADP
cana-4551	65	13	enrolment	enrolment	NOUN
cana-4551	65	14	to	to	ADP
cana-4551	65	15	graduation	graduation	NOUN
cana-4551	65	16	,	,	PUNCT
cana-4551	65	17	including	include	VERB
cana-4551	65	18	study	study	NOUN
cana-4551	65	19	programs	program	NOUN
cana-4551	65	20	,	,	PUNCT
cana-4551	65	21	attendance	attendance	NOUN
cana-4551	65	22	records	record	NOUN
cana-4551	65	23	,	,	PUNCT
cana-4551	65	24	and	and	CCONJ
cana-4551	65	25	examination	examination	NOUN
cana-4551	65	26	results	result	NOUN
cana-4551	65	27	.	.	PUNCT
cana-4551	66	1	ensuring	ensure	VERB
cana-4551	66	2	seamless	seamless	ADJ
cana-4551	66	3	access	access	NOUN
cana-4551	66	4	to	to	ADP
cana-4551	66	5	this	this	DET
cana-4551	66	6	data	datum	NOUN
cana-4551	66	7	through	through	ADP
cana-4551	66	8	an	an	DET
cana-4551	66	9	online	online	ADJ
cana-4551	66	10	interface	interface	NOUN
cana-4551	66	11	is	be	AUX
cana-4551	66	12	essential	essential	ADJ
cana-4551	66	13	.	.	PUNCT
cana-4551	67	1	the	the	DET
cana-4551	67	2	student	student	NOUN
cana-4551	67	3	information	information	NOUN
cana-4551	67	4	management	management	NOUN
cana-4551	67	5	system	system	NOUN
cana-4551	67	6	offers	offer	VERB
cana-4551	67	7	a	a	DET
cana-4551	67	8	user	user	NOUN
cana-4551	67	9	-	-	PUNCT
cana-4551	67	10	friendly	friendly	ADJ
cana-4551	67	11	interface	interface	NOUN
cana-4551	67	12	for	for	ADP
cana-4551	67	13	educational	educational	ADJ
cana-4551	67	14	institutions	institution	NOUN
cana-4551	67	15	to	to	PART
cana-4551	67	16	manage	manage	VERB
cana-4551	67	17	student	student	NOUN
cana-4551	67	18	records	record	NOUN
cana-4551	67	19	efficiently	efficiently	ADV
cana-4551	67	20	.	.	PUNCT
cana-4551	68	1	many	many	ADJ
cana-4551	68	2	universities	university	NOUN
cana-4551	68	3	and	and	CCONJ
cana-4551	68	4	colleges	college	NOUN
cana-4551	68	5	had	have	VERB
cana-4551	68	6	online	online	ADJ
cana-4551	68	7	platforms	platform	NOUN
cana-4551	68	8	for	for	ADP
cana-4551	68	9	enrolment	enrolment	NOUN
cana-4551	68	10	and	and	CCONJ
cana-4551	68	11	e	e	NOUN
cana-4551	68	12	-	-	ADJ
cana-4551	68	13	learning	learn	VERB
cana-4551	68	14	long	long	ADV
cana-4551	68	15	before	before	ADP
cana-4551	68	16	the	the	DET
cana-4551	68	17	pandemic	pandemic	NOUN
cana-4551	68	18	,	,	PUNCT
cana-4551	68	19	but	but	CCONJ
cana-4551	68	20	they	they	PRON
cana-4551	68	21	were	be	AUX
cana-4551	68	22	underutilized	underutilize	VERB
cana-4551	68	23	,	,	PUNCT
cana-4551	68	24	with	with	ADP
cana-4551	68	25	a	a	DET
cana-4551	68	26	focus	focus	NOUN
cana-4551	68	27	on	on	ADP
cana-4551	68	28	in	in	ADP
cana-4551	68	29	-	-	PUNCT
cana-4551	68	30	person	person	NOUN
cana-4551	68	31	enrolment	enrolment	NOUN
cana-4551	68	32	and	and	CCONJ
cana-4551	68	33	face	face	NOUN
cana-4551	68	34	-	-	PUNCT
cana-4551	68	35	to	to	ADP
cana-4551	68	36	-	-	PUNCT
cana-4551	68	37	face	face	NOUN
cana-4551	68	38	classes	class	NOUN
cana-4551	68	39	to	to	PART
cana-4551	68	40	foster	foster	VERB
cana-4551	68	41	student	student	NOUN
cana-4551	68	42	confidence	confidence	NOUN
cana-4551	68	43	.	.	PUNCT
cana-4551	69	1	the	the	DET
cana-4551	69	2	pandemic	pandemic	ADJ
cana-4551	69	3	,	,	PUNCT
cana-4551	69	4	however	however	ADV
cana-4551	69	5	,	,	PUNCT
cana-4551	69	6	necessitated	necessitate	VERB
cana-4551	69	7	an	an	DET
cana-4551	69	8	immediate	immediate	ADJ
cana-4551	69	9	shift	shift	NOUN
cana-4551	69	10	,	,	PUNCT
cana-4551	69	11	as	as	SCONJ
cana-4551	69	12	lockdowns	lockdown	NOUN
cana-4551	69	13	forced	force	VERB
cana-4551	69	14	people	people	NOUN
cana-4551	69	15	into	into	ADP
cana-4551	69	16	their	their	PRON
cana-4551	69	17	homes	home	NOUN
cana-4551	69	18	and	and	CCONJ
cana-4551	69	19	halted	halt	VERB
cana-4551	69	20	normal	normal	ADJ
cana-4551	69	21	activities	activity	NOUN
cana-4551	69	22	.	.	PUNCT
cana-4551	70	1	to	to	PART
cana-4551	70	2	comply	comply	VERB
cana-4551	70	3	with	with	ADP
cana-4551	70	4	safety	safety	NOUN
cana-4551	70	5	protocols	protocol	NOUN
cana-4551	70	6	,	,	PUNCT
cana-4551	70	7	online	online	ADJ
cana-4551	70	8	processes	process	NOUN
cana-4551	70	9	became	become	VERB
cana-4551	70	10	essential	essential	ADJ
cana-4551	70	11	.	.	PUNCT
cana-4551	71	1	enhancing	enhance	VERB
cana-4551	71	2	the	the	DET
cana-4551	71	3	online	online	ADJ
cana-4551	71	4	enrolment	enrolment	NOUN
cana-4551	71	5	system	system	NOUN
cana-4551	71	6	is	be	AUX
cana-4551	71	7	crucial	crucial	ADJ
cana-4551	71	8	to	to	PART
cana-4551	71	9	ensure	ensure	VERB
cana-4551	71	10	students	student	NOUN
cana-4551	71	11	can	can	AUX
cana-4551	71	12	continue	continue	VERB
cana-4551	71	13	their	their	PRON
cana-4551	71	14	education	education	NOUN
cana-4551	71	15	without	without	ADP
cana-4551	71	16	disruption	disruption	NOUN
cana-4551	71	17	.	.	PUNCT
cana-4551	72	1	this	this	DET
cana-4551	72	2	system	system	NOUN
cana-4551	72	3	benefits	benefit	VERB
cana-4551	72	4	parents	parent	NOUN
cana-4551	72	5	,	,	PUNCT
cana-4551	72	6	students	student	NOUN
cana-4551	72	7	,	,	PUNCT
cana-4551	72	8	and	and	CCONJ
cana-4551	72	9	institutions	institution	NOUN
cana-4551	72	10	by	by	ADP
cana-4551	72	11	simplifying	simplify	VERB
cana-4551	72	12	the	the	DET
cana-4551	72	13	enrolment	enrolment	NOUN
cana-4551	72	14	process	process	NOUN
cana-4551	72	15	for	for	ADP
cana-4551	72	16	new	new	ADJ
cana-4551	72	17	,	,	PUNCT
cana-4551	72	18	current	current	ADJ
cana-4551	72	19	,	,	PUNCT
cana-4551	72	20	and	and	CCONJ
cana-4551	72	21	returning	return	VERB
cana-4551	72	22	students	student	NOUN
cana-4551	72	23	,	,	PUNCT
cana-4551	72	24	offering	offer	VERB
cana-4551	72	25	a	a	DET
cana-4551	72	26	more	more	ADV
cana-4551	72	27	convenient	convenient	ADJ
cana-4551	72	28	and	and	CCONJ
cana-4551	72	29	accessible	accessible	ADJ
cana-4551	72	30	solution	solution	NOUN
cana-4551	72	31	.	.	PUNCT
cana-4551	73	1	this	this	DET
cana-4551	73	2	survey	survey	NOUN
cana-4551	73	3	paper	paper	NOUN
cana-4551	73	4	highlights	highlight	NOUN
cana-4551	73	5	future	future	ADJ
cana-4551	73	6	research	research	NOUN
cana-4551	73	7	directions	direction	NOUN
cana-4551	73	8	and	and	CCONJ
cana-4551	73	9	opportunities	opportunity	NOUN
cana-4551	73	10	in	in	ADP
cana-4551	73	11	learner	learner	NOUN
cana-4551	73	12	enrolment	enrolment	NOUN
cana-4551	73	13	prediction	prediction	NOUN
cana-4551	73	14	.	.	PUNCT
cana-4551	74	1	it	it	PRON
cana-4551	74	2	examines	examine	VERB
cana-4551	74	3	emerging	emerge	VERB
cana-4551	74	4	technologies	technology	NOUN
cana-4551	74	5	,	,	PUNCT
cana-4551	74	6	including	include	VERB
cana-4551	74	7	big	big	ADJ
cana-4551	74	8	data	datum	NOUN
cana-4551	74	9	analytic	analytic	ADJ
cana-4551	74	10	and	and	CCONJ
cana-4551	74	11	artificial	artificial	ADJ
cana-4551	74	12	intelligence	intelligence	NOUN
cana-4551	74	13	,	,	PUNCT
cana-4551	74	14	and	and	CCONJ
cana-4551	74	15	explores	explore	VERB
cana-4551	74	16	their	their	PRON
cana-4551	74	17	potential	potential	ADJ
cana-4551	74	18	influence	influence	NOUN
cana-4551	74	19	on	on	ADP
cana-4551	74	20	the	the	DET
cana-4551	74	21	advancement	advancement	NOUN
cana-4551	74	22	and	and	CCONJ
cana-4551	74	23	evolution	evolution	NOUN
cana-4551	74	24	of	of	ADP
cana-4551	74	25	enrolment	enrolment	NOUN
cana-4551	74	26	forecasting	forecasting	NOUN
cana-4551	74	27	systems	system	NOUN
cana-4551	74	28	.	.	PUNCT
cana-4551	75	1	in	in	ADP
cana-4551	75	2	the	the	DET
cana-4551	75	3	year	year	NOUN
cana-4551	75	4	2022	2022	NUM
cana-4551	75	5	niño	niño	NOUN
cana-4551	75	6	v.	v.	PROPN
cana-4551	75	7	hayagan	hayagan	PROPN
cana-4551	75	8	proposed	propose	VERB
cana-4551	75	9	that	that	SCONJ
cana-4551	75	10	their	their	PRON
cana-4551	75	11	is	be	AUX
cana-4551	75	12	the	the	DET
cana-4551	75	13	need	need	NOUN
cana-4551	75	14	to	to	PART
cana-4551	75	15	keep	keep	VERB
cana-4551	75	16	the	the	DET
cana-4551	75	17	onlne	onlne	NOUN
cana-4551	75	18	platform	platform	NOUN
cana-4551	75	19	benefits	benefit	NOUN
cana-4551	75	20	students	student	NOUN
cana-4551	75	21	,	,	PUNCT
cana-4551	75	22	parents	parent	NOUN
cana-4551	75	23	,	,	PUNCT
cana-4551	75	24	and	and	CCONJ
cana-4551	75	25	institutions	institution	NOUN
cana-4551	75	26	by	by	ADP
cana-4551	75	27	streamlining	streamline	VERB
cana-4551	75	28	the	the	DET
cana-4551	75	29	enrolment	enrolment	NOUN
cana-4551	75	30	process	process	NOUN
cana-4551	75	31	and	and	CCONJ
cana-4551	75	32	making	make	VERB
cana-4551	75	33	it	it	PRON
cana-4551	75	34	more	more	ADV
cana-4551	75	35	accessible	accessible	ADJ
cana-4551	75	36	for	for	ADP
cana-4551	75	37	all	all	DET
cana-4551	75	38	students	student	NOUN
cana-4551	75	39	,	,	PUNCT
cana-4551	75	40	including	include	VERB
cana-4551	75	41	newcomers	newcomer	NOUN
cana-4551	75	42	and	and	CCONJ
cana-4551	75	43	returnees	returnee	VERB
cana-4551	75	44	[	[	PUNCT
cana-4551	75	45	21	21	NUM
cana-4551	75	46	-	-	SYM
cana-4551	75	47	22	22	NUM
cana-4551	75	48	]	]	PUNCT
cana-4551	75	49	.	.	PUNCT
cana-4551	76	1	inefficiencies	inefficiency	NOUN
cana-4551	76	2	in	in	ADP
cana-4551	76	3	the	the	DET
cana-4551	76	4	advising	advise	VERB
cana-4551	76	5	and	and	CCONJ
cana-4551	76	6	enrolment	enrolment	NOUN
cana-4551	76	7	process	process	NOUN
cana-4551	76	8	each	each	DET
cana-4551	76	9	semester	semester	NOUN
cana-4551	76	10	raised	raise	VERB
cana-4551	76	11	concerns	concern	NOUN
cana-4551	76	12	among	among	ADP
cana-4551	76	13	stakeholders	stakeholder	NOUN
cana-4551	76	14	,	,	PUNCT
cana-4551	76	15	prompting	prompt	VERB
cana-4551	76	16	the	the	DET
cana-4551	76	17	school	school	NOUN
cana-4551	76	18	to	to	PART
cana-4551	76	19	adopt	adopt	VERB
cana-4551	76	20	a	a	DET
cana-4551	76	21	new	new	ADJ
cana-4551	76	22	system	system	NOUN
cana-4551	76	23	for	for	ADP
cana-4551	76	24	organizing	organize	VERB
cana-4551	76	25	student	student	NOUN
cana-4551	76	26	records	record	NOUN
cana-4551	76	27	in	in	ADP
cana-4551	76	28	a	a	DET
cana-4551	76	29	structured	structured	ADJ
cana-4551	76	30	manner	manner	NOUN
cana-4551	76	31	.	.	PUNCT
cana-4551	77	1	this	this	DET
cana-4551	77	2	system	system	NOUN
cana-4551	77	3	was	be	AUX
cana-4551	77	4	expected	expect	VERB
cana-4551	77	5	communications	communication	NOUN
cana-4551	77	6	on	on	ADP
cana-4551	77	7	applied	apply	VERB
cana-4551	77	8	nonlinear	nonlinear	ADJ
cana-4551	77	9	analysis	analysis	NOUN
cana-4551	77	10	issn	issn	NOUN
cana-4551	77	11	:	:	PUNCT
cana-4551	77	12	1074	1074	NUM
cana-4551	77	13	-	-	PUNCT
cana-4551	77	14	133x	133x	NUM
cana-4551	77	15	vol	vol	NOUN
cana-4551	77	16	32	32	NUM
cana-4551	78	1	no	no	NOUN
cana-4551	78	2	.	.	PUNCT
cana-4551	79	1	9s	9s	NUM
cana-4551	79	2	(	(	PUNCT
cana-4551	79	3	2025	2025	NUM
cana-4551	79	4	)	)	PUNCT
cana-4551	79	5	2723	2723	NUM
cana-4551	79	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	79	7	to	to	PART
cana-4551	79	8	streamline	streamline	VERB
cana-4551	79	9	and	and	CCONJ
cana-4551	79	10	improve	improve	VERB
cana-4551	79	11	the	the	DET
cana-4551	79	12	advising	advising	NOUN
cana-4551	79	13	and	and	CCONJ
cana-4551	79	14	enrolment	enrolment	NOUN
cana-4551	79	15	process	process	NOUN
cana-4551	79	16	.	.	PUNCT
cana-4551	80	1	a	a	DET
cana-4551	80	2	queuing	queuing	NOUN
cana-4551	80	3	methodology	methodology	NOUN
cana-4551	80	4	was	be	AUX
cana-4551	80	5	selected	select	VERB
cana-4551	80	6	to	to	PART
cana-4551	80	7	develop	develop	VERB
cana-4551	80	8	a	a	DET
cana-4551	80	9	low	low	ADJ
cana-4551	80	10	-	-	PUNCT
cana-4551	80	11	cost	cost	NOUN
cana-4551	80	12	,	,	PUNCT
cana-4551	80	13	affordable	affordable	ADJ
cana-4551	80	14	solution	solution	NOUN
cana-4551	80	15	that	that	PRON
cana-4551	80	16	integrated	integrate	VERB
cana-4551	80	17	sms	sms	PROPN
cana-4551	80	18	and	and	CCONJ
cana-4551	80	19	barcode	barcode	NOUN
cana-4551	80	20	technologies	technology	NOUN
cana-4551	80	21	into	into	ADP
cana-4551	80	22	a	a	DET
cana-4551	80	23	computerized	computerized	ADJ
cana-4551	80	24	enrolment	enrolment	NOUN
cana-4551	80	25	system	system	NOUN
cana-4551	81	1	[	[	X
cana-4551	81	2	23	23	NUM
cana-4551	81	3	-	-	SYM
cana-4551	81	4	24	24	NUM
cana-4551	81	5	]	]	PUNCT
cana-4551	81	6	.	.	PUNCT
cana-4551	82	1	previous	previous	ADJ
cana-4551	82	2	studies	study	NOUN
cana-4551	82	3	have	have	AUX
cana-4551	82	4	extensively	extensively	ADV
cana-4551	82	5	focused	focus	VERB
cana-4551	82	6	on	on	ADP
cana-4551	82	7	optimizing	optimize	VERB
cana-4551	82	8	performance	performance	NOUN
cana-4551	82	9	prediction	prediction	NOUN
cana-4551	82	10	systems	system	NOUN
cana-4551	82	11	to	to	PART
cana-4551	82	12	identify	identify	VERB
cana-4551	82	13	at	at	ADP
cana-4551	82	14	-	-	PUNCT
cana-4551	82	15	risk	risk	NOUN
cana-4551	82	16	students	student	NOUN
cana-4551	82	17	and	and	CCONJ
cana-4551	82	18	enhance	enhance	VERB
cana-4551	82	19	the	the	DET
cana-4551	82	20	success	success	NOUN
cana-4551	82	21	of	of	ADP
cana-4551	82	22	high	high	ADV
cana-4551	82	23	-	-	PUNCT
cana-4551	82	24	performing	perform	VERB
cana-4551	82	25	ones	one	NOUN
cana-4551	82	26	[	[	X
cana-4551	82	27	25	25	NUM
cana-4551	82	28	]	]	PUNCT
cana-4551	82	29	.	.	PUNCT
cana-4551	83	1	these	these	DET
cana-4551	83	2	studies	study	NOUN
cana-4551	83	3	span	span	VERB
cana-4551	83	4	across	across	ADP
cana-4551	83	5	various	various	ADJ
cana-4551	83	6	fields	field	NOUN
cana-4551	83	7	,	,	PUNCT
cana-4551	83	8	including	include	VERB
cana-4551	83	9	psychology	psychology	NOUN
cana-4551	83	10	,	,	PUNCT
cana-4551	83	11	data	data	NOUN
cana-4551	83	12	mining	mining	NOUN
cana-4551	83	13	,	,	PUNCT
cana-4551	83	14	and	and	CCONJ
cana-4551	83	15	data	datum	NOUN
cana-4551	83	16	analysis	analysis	NOUN
cana-4551	83	17	,	,	PUNCT
cana-4551	83	18	contributing	contribute	VERB
cana-4551	83	19	to	to	ADP
cana-4551	83	20	multiple	multiple	ADJ
cana-4551	83	21	performance	performance	NOUN
cana-4551	83	22	prediction	prediction	NOUN
cana-4551	83	23	approaches	approach	NOUN
cana-4551	83	24	for	for	ADP
cana-4551	83	25	assessing	assess	VERB
cana-4551	83	26	student	student	NOUN
cana-4551	83	27	outcomes	outcome	NOUN
cana-4551	83	28	in	in	ADP
cana-4551	83	29	cognitive	cognitive	ADJ
cana-4551	83	30	tasks	task	NOUN
cana-4551	83	31	.	.	PUNCT
cana-4551	84	1	however	however	ADV
cana-4551	84	2	,	,	PUNCT
cana-4551	84	3	there	there	PRON
cana-4551	84	4	remains	remain	VERB
cana-4551	84	5	a	a	DET
cana-4551	84	6	lack	lack	NOUN
cana-4551	84	7	of	of	ADP
cana-4551	84	8	synchronization	synchronization	NOUN
cana-4551	84	9	between	between	ADP
cana-4551	84	10	these	these	DET
cana-4551	84	11	areas	area	NOUN
cana-4551	84	12	,	,	PUNCT
cana-4551	84	13	leading	lead	VERB
cana-4551	84	14	to	to	ADP
cana-4551	84	15	a	a	DET
cana-4551	84	16	continued	continue	VERB
cana-4551	84	17	reliance	reliance	NOUN
cana-4551	84	18	on	on	ADP
cana-4551	84	19	real	real	ADJ
cana-4551	84	20	-	-	PUNCT
cana-4551	84	21	world	world	NOUN
cana-4551	84	22	datasets	dataset	NOUN
cana-4551	84	23	and	and	CCONJ
cana-4551	84	24	a	a	DET
cana-4551	84	25	delay	delay	NOUN
cana-4551	84	26	in	in	ADP
cana-4551	84	27	incorporating	incorporate	VERB
cana-4551	84	28	emotional	emotional	ADJ
cana-4551	84	29	factors	factor	NOUN
cana-4551	84	30	into	into	ADP
cana-4551	84	31	predictive	predictive	ADJ
cana-4551	84	32	models	model	NOUN
cana-4551	84	33	.	.	PUNCT
cana-4551	85	1	this	this	DET
cana-4551	85	2	study	study	NOUN
cana-4551	85	3	analyzes	analyze	VERB
cana-4551	85	4	1,497	1,497	NUM
cana-4551	85	5	publications	publication	NOUN
cana-4551	85	6	(	(	PUNCT
cana-4551	85	7	1990	1990	NUM
cana-4551	85	8	-	-	SYM
cana-4551	85	9	2022	2022	NUM
cana-4551	85	10	)	)	PUNCT
cana-4551	85	11	to	to	PART
cana-4551	85	12	provide	provide	VERB
cana-4551	85	13	insights	insight	NOUN
cana-4551	85	14	into	into	ADP
cana-4551	85	15	key	key	ADJ
cana-4551	85	16	challenges	challenge	NOUN
cana-4551	85	17	and	and	CCONJ
cana-4551	85	18	advancements	advancement	NOUN
cana-4551	85	19	in	in	ADP
cana-4551	85	20	performance	performance	NOUN
cana-4551	85	21	prediction	prediction	NOUN
cana-4551	85	22	.	.	PUNCT
cana-4551	86	1	it	it	PRON
cana-4551	86	2	evaluates	evaluate	VERB
cana-4551	86	3	the	the	DET
cana-4551	86	4	relationship	relationship	NOUN
cana-4551	86	5	between	between	ADP
cana-4551	86	6	student	student	NOUN
cana-4551	86	7	performance	performance	NOUN
cana-4551	86	8	and	and	CCONJ
cana-4551	86	9	influencing	influence	VERB
cana-4551	86	10	factors	factor	NOUN
cana-4551	86	11	,	,	PUNCT
cana-4551	86	12	reviews	review	VERB
cana-4551	86	13	current	current	ADJ
cana-4551	86	14	and	and	CCONJ
cana-4551	86	15	modified	modify	VERB
cana-4551	86	16	prediction	prediction	NOUN
cana-4551	86	17	techniques	technique	NOUN
cana-4551	86	18	,	,	PUNCT
cana-4551	86	19	and	and	CCONJ
cana-4551	86	20	highlights	highlight	VERB
cana-4551	86	21	future	future	ADJ
cana-4551	86	22	directions	direction	NOUN
cana-4551	86	23	to	to	PART
cana-4551	86	24	improve	improve	VERB
cana-4551	86	25	these	these	DET
cana-4551	86	26	systems	system	NOUN
cana-4551	86	27	.	.	PUNCT
cana-4551	87	1	in	in	ADP
cana-4551	87	2	the	the	DET
cana-4551	87	3	year	year	NOUN
cana-4551	87	4	2019	2019	NUM
cana-4551	87	5	greg	greg	PROPN
cana-4551	87	6	s.	s.	PROPN
cana-4551	87	7	campos	campos	PROPN
cana-4551	87	8	proposed	propose	VERB
cana-4551	87	9	a	a	DET
cana-4551	87	10	new	new	ADJ
cana-4551	87	11	computerized	computerized	ADJ
cana-4551	87	12	system	system	NOUN
cana-4551	87	13	in	in	ADP
cana-4551	87	14	replacement	replacement	NOUN
cana-4551	87	15	of	of	ADP
cana-4551	87	16	the	the	DET
cana-4551	87	17	old	old	ADJ
cana-4551	87	18	school	school	NOUN
cana-4551	87	19	traditional	traditional	ADJ
cana-4551	87	20	paper	paper	NOUN
cana-4551	87	21	based	base	VERB
cana-4551	87	22	student	student	NOUN
cana-4551	87	23	record	record	NOUN
cana-4551	87	24	which	which	PRON
cana-4551	87	25	was	be	AUX
cana-4551	87	26	cost	cost	VERB
cana-4551	87	27	effective	effective	ADJ
cana-4551	87	28	and	and	CCONJ
cana-4551	87	29	improved	improve	VERB
cana-4551	87	30	the	the	DET
cana-4551	87	31	interaction	interaction	NOUN
cana-4551	87	32	between	between	ADP
cana-4551	87	33	student	student	NOUN
cana-4551	87	34	and	and	CCONJ
cana-4551	87	35	the	the	DET
cana-4551	87	36	administrator	administrator	NOUN
cana-4551	87	37	.	.	PUNCT
cana-4551	88	1	predictive	predictive	ADJ
cana-4551	88	2	models	model	NOUN
cana-4551	88	3	using	use	VERB
cana-4551	88	4	historical	historical	ADJ
cana-4551	88	5	data	datum	NOUN
cana-4551	88	6	can	can	AUX
cana-4551	88	7	assess	assess	VERB
cana-4551	88	8	students	student	NOUN
cana-4551	88	9	'	'	PART
cana-4551	88	10	learning	learn	VERB
cana-4551	88	11	behavior	behavior	NOUN
cana-4551	88	12	and	and	CCONJ
cana-4551	88	13	identify	identify	VERB
cana-4551	88	14	those	those	PRON
cana-4551	88	15	at	at	ADP
cana-4551	88	16	risk	risk	NOUN
cana-4551	88	17	of	of	ADP
cana-4551	88	18	failing	fail	VERB
cana-4551	88	19	.	.	PUNCT
cana-4551	89	1	these	these	DET
cana-4551	89	2	models	model	NOUN
cana-4551	89	3	help	help	VERB
cana-4551	89	4	stakeholders	stakeholder	NOUN
cana-4551	89	5	detect	detect	VERB
cana-4551	89	6	learning	learn	VERB
cana-4551	89	7	difficulties	difficulty	NOUN
cana-4551	89	8	and	and	CCONJ
cana-4551	89	9	implement	implement	VERB
cana-4551	89	10	targeted	targeted	ADJ
cana-4551	89	11	interventions	intervention	NOUN
cana-4551	89	12	.	.	PUNCT
cana-4551	90	1	this	this	DET
cana-4551	90	2	paper	paper	NOUN
cana-4551	90	3	provides	provide	VERB
cana-4551	90	4	a	a	DET
cana-4551	90	5	systematic	systematic	ADJ
cana-4551	90	6	review	review	NOUN
cana-4551	90	7	of	of	ADP
cana-4551	90	8	predictive	predictive	ADJ
cana-4551	90	9	analytic	analytic	NOUN
cana-4551	90	10	in	in	ADP
cana-4551	90	11	higher	high	ADJ
cana-4551	90	12	education	education	NOUN
cana-4551	90	13	from	from	ADP
cana-4551	90	14	2008	2008	NUM
cana-4551	90	15	to	to	ADP
cana-4551	90	16	2018	2018	NUM
cana-4551	90	17	,	,	PUNCT
cana-4551	90	18	highlighting	highlight	VERB
cana-4551	90	19	trends	trend	NOUN
cana-4551	90	20	in	in	ADP
cana-4551	90	21	data	data	NOUN
cana-4551	90	22	-	-	PUNCT
cana-4551	90	23	driven	drive	VERB
cana-4551	90	24	models	model	NOUN
cana-4551	90	25	for	for	ADP
cana-4551	90	26	gauging	gauge	VERB
cana-4551	90	27	student	student	NOUN
cana-4551	90	28	performance	performance	NOUN
cana-4551	90	29	.	.	PUNCT
cana-4551	91	1	it	it	PRON
cana-4551	91	2	also	also	ADV
cana-4551	91	3	discusses	discuss	VERB
cana-4551	91	4	machine	machine	NOUN
cana-4551	91	5	learning	learning	NOUN
cana-4551	91	6	techniques	technique	NOUN
cana-4551	91	7	used	use	VERB
cana-4551	91	8	in	in	ADP
cana-4551	91	9	prior	prior	ADJ
cana-4551	91	10	studies	study	NOUN
cana-4551	91	11	and	and	CCONJ
cana-4551	91	12	explores	explore	NOUN
cana-4551	91	13	strategies	strategy	NOUN
cana-4551	91	14	for	for	ADP
cana-4551	91	15	future	future	ADJ
cana-4551	91	16	improvements	improvement	NOUN
cana-4551	91	17	[	[	X
cana-4551	91	18	26	26	NUM
cana-4551	91	19	-	-	SYM
cana-4551	91	20	30	30	NUM
cana-4551	91	21	]	]	PUNCT
cana-4551	91	22	.	.	PUNCT
cana-4551	92	1	3	3	X
cana-4551	92	2	.	.	NUM
cana-4551	92	3	proposed	propose	VERB
cana-4551	92	4	methodology	methodology	NOUN
cana-4551	93	1	fig.1	fig.1	PROPN
cana-4551	93	2	.	.	PUNCT
cana-4551	94	1	activity	activity	NOUN
cana-4551	94	2	diagram	diagram	NOUN
cana-4551	94	3	of	of	ADP
cana-4551	94	4	nleps	nleps	PROPN
cana-4551	94	5	communications	communication	NOUN
cana-4551	94	6	on	on	ADP
cana-4551	94	7	applied	apply	VERB
cana-4551	94	8	nonlinear	nonlinear	ADJ
cana-4551	94	9	analysis	analysis	NOUN
cana-4551	94	10	issn	issn	NOUN
cana-4551	94	11	:	:	PUNCT
cana-4551	94	12	1074	1074	NUM
cana-4551	94	13	-	-	PUNCT
cana-4551	94	14	133x	133x	NUM
cana-4551	94	15	vol	vol	NOUN
cana-4551	94	16	32	32	NUM
cana-4551	94	17	no	no	NOUN
cana-4551	94	18	.	.	PUNCT
cana-4551	95	1	9s	9s	NUM
cana-4551	95	2	(	(	PUNCT
cana-4551	95	3	2025	2025	NUM
cana-4551	95	4	)	)	PUNCT
cana-4551	95	5	2724	2724	NUM
cana-4551	95	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	96	1	the	the	DET
cana-4551	96	2	given	give	VERB
cana-4551	96	3	flowchart	flowchart	NOUN
cana-4551	96	4	(	(	PUNCT
cana-4551	96	5	fig.1	fig.1	PROPN
cana-4551	96	6	)	)	PUNCT
cana-4551	96	7	represents	represent	VERB
cana-4551	96	8	the	the	DET
cana-4551	96	9	structure	structure	NOUN
cana-4551	96	10	and	and	CCONJ
cana-4551	96	11	navigation	navigation	NOUN
cana-4551	96	12	of	of	ADP
cana-4551	96	13	a	a	DET
cana-4551	96	14	novel	novel	ADJ
cana-4551	96	15	learner	learner	NOUN
cana-4551	96	16	enrolment	enrolment	NOUN
cana-4551	96	17	predictive	predictive	ADJ
cana-4551	96	18	system(nleps	system(nlep	NOUN
cana-4551	96	19	)	)	PUNCT
cana-4551	96	20	.	.	PUNCT
cana-4551	97	1	it	it	PRON
cana-4551	97	2	visually	visually	ADV
cana-4551	97	3	outlines	outline	VERB
cana-4551	97	4	the	the	DET
cana-4551	97	5	key	key	ADJ
cana-4551	97	6	components	component	NOUN
cana-4551	97	7	of	of	ADP
cana-4551	97	8	the	the	DET
cana-4551	97	9	system	system	NOUN
cana-4551	97	10	,	,	PUNCT
cana-4551	97	11	how	how	SCONJ
cana-4551	97	12	different	different	ADJ
cana-4551	97	13	user	user	NOUN
cana-4551	97	14	roles	role	NOUN
cana-4551	97	15	interact	interact	VERB
cana-4551	97	16	with	with	ADP
cana-4551	97	17	the	the	DET
cana-4551	97	18	system	system	NOUN
cana-4551	97	19	,	,	PUNCT
cana-4551	97	20	and	and	CCONJ
cana-4551	97	21	the	the	DET
cana-4551	97	22	sequence	sequence	NOUN
cana-4551	97	23	of	of	ADP
cana-4551	97	24	navigation	navigation	NOUN
cana-4551	97	25	from	from	ADP
cana-4551	97	26	one	one	NUM
cana-4551	97	27	section	section	NOUN
cana-4551	97	28	to	to	ADP
cana-4551	97	29	another.the	another.the	NOUN
cana-4551	97	30	system	system	NOUN
cana-4551	97	31	starts	start	VERB
cana-4551	97	32	with	with	ADP
cana-4551	97	33	the	the	DET
cana-4551	97	34	login	login	NOUN
cana-4551	97	35	page	page	NOUN
cana-4551	97	36	,	,	PUNCT
cana-4551	97	37	where	where	SCONJ
cana-4551	97	38	users	user	NOUN
cana-4551	97	39	must	must	AUX
cana-4551	97	40	authenticate	authenticate	VERB
cana-4551	97	41	themselves	themselves	PRON
cana-4551	97	42	by	by	ADP
cana-4551	97	43	entering	enter	VERB
cana-4551	97	44	valid	valid	ADJ
cana-4551	97	45	credentials	credential	NOUN
cana-4551	97	46	(	(	PUNCT
cana-4551	97	47	username	username	NOUN
cana-4551	97	48	and	and	CCONJ
cana-4551	97	49	password	password	NOUN
cana-4551	97	50	)	)	PUNCT
cana-4551	97	51	.	.	PUNCT
cana-4551	98	1	the	the	DET
cana-4551	98	2	authentication	authentication	NOUN
cana-4551	98	3	process	process	NOUN
cana-4551	98	4	determines	determine	VERB
cana-4551	98	5	the	the	DET
cana-4551	98	6	role	role	NOUN
cana-4551	98	7	of	of	ADP
cana-4551	98	8	the	the	DET
cana-4551	98	9	user	user	NOUN
cana-4551	98	10	(	(	PUNCT
cana-4551	98	11	admin	admin	ADJ
cana-4551	98	12	,	,	PUNCT
cana-4551	98	13	student	student	NOUN
cana-4551	98	14	,	,	PUNCT
cana-4551	98	15	or	or	CCONJ
cana-4551	98	16	staff	staff	NOUN
cana-4551	98	17	)	)	PUNCT
cana-4551	98	18	and	and	CCONJ
cana-4551	98	19	grants	grant	VERB
cana-4551	98	20	access	access	NOUN
cana-4551	98	21	accordingly	accordingly	ADV
cana-4551	98	22	.	.	PUNCT
cana-4551	99	1	a	a	DET
cana-4551	99	2	decision	decision	NOUN
cana-4551	99	3	point	point	NOUN
cana-4551	99	4	labelled	label	VERB
cana-4551	99	5	"	"	PUNCT
cana-4551	99	6	authenticated	authenticate	VERB
cana-4551	99	7	"	"	PUNCT
cana-4551	99	8	directs	direct	VERB
cana-4551	99	9	users	user	NOUN
cana-4551	99	10	to	to	ADP
cana-4551	99	11	their	their	PRON
cana-4551	99	12	respective	respective	ADJ
cana-4551	99	13	home	home	NOUN
cana-4551	99	14	pages	page	NOUN
cana-4551	99	15	based	base	VERB
cana-4551	99	16	on	on	ADP
cana-4551	99	17	their	their	PRON
cana-4551	99	18	roles.if	roles.if	NOUN
cana-4551	99	19	authentication	authentication	NOUN
cana-4551	99	20	is	be	AUX
cana-4551	99	21	successful	successful	ADJ
cana-4551	99	22	,	,	PUNCT
cana-4551	99	23	the	the	DET
cana-4551	99	24	user	user	NOUN
cana-4551	99	25	is	be	AUX
cana-4551	99	26	directed	direct	VERB
cana-4551	99	27	to	to	ADP
cana-4551	99	28	one	one	NUM
cana-4551	99	29	admin	admin	NOUN
cana-4551	99	30	home	home	NOUN
cana-4551	99	31	page	page	NOUN
cana-4551	99	32	,	,	PUNCT
cana-4551	99	33	student	student	NOUN
cana-4551	99	34	home	home	NOUN
cana-4551	99	35	page	page	NOUN
cana-4551	99	36	,	,	PUNCT
cana-4551	99	37	staff	staff	NOUN
cana-4551	99	38	home	home	NOUN
cana-4551	99	39	page	page	NOUN
cana-4551	99	40	.if	.if	PUNCT
cana-4551	100	1	authentication	authentication	NOUN
cana-4551	100	2	fails	fail	VERB
cana-4551	100	3	,	,	PUNCT
cana-4551	100	4	the	the	DET
cana-4551	100	5	user	user	NOUN
cana-4551	100	6	remains	remain	VERB
cana-4551	100	7	on	on	ADP
cana-4551	100	8	the	the	DET
cana-4551	100	9	login	login	NOUN
cana-4551	100	10	page	page	NOUN
cana-4551	100	11	until	until	SCONJ
cana-4551	100	12	valid	valid	ADJ
cana-4551	100	13	credentials	credential	NOUN
cana-4551	100	14	are	be	AUX
cana-4551	100	15	provided	provide	VERB
cana-4551	100	16	.	.	PUNCT
cana-4551	101	1	the	the	DET
cana-4551	101	2	admin	admin	PROPN
cana-4551	101	3	home	home	NOUN
cana-4551	101	4	page	page	NOUN
cana-4551	101	5	provides	provide	VERB
cana-4551	101	6	an	an	DET
cana-4551	101	7	overview	overview	NOUN
cana-4551	101	8	of	of	ADP
cana-4551	101	9	the	the	DET
cana-4551	101	10	entire	entire	ADJ
cana-4551	101	11	system	system	NOUN
cana-4551	101	12	and	and	CCONJ
cana-4551	101	13	allows	allow	VERB
cana-4551	101	14	the	the	DET
cana-4551	101	15	administrator	administrator	NOUN
cana-4551	101	16	to	to	PART
cana-4551	101	17	manage	manage	VERB
cana-4551	101	18	various	various	ADJ
cana-4551	101	19	functionalities	functionality	NOUN
cana-4551	101	20	.	.	PUNCT
cana-4551	102	1	from	from	ADP
cana-4551	102	2	this	this	DET
cana-4551	102	3	page	page	NOUN
cana-4551	102	4	,	,	PUNCT
cana-4551	102	5	the	the	DET
cana-4551	102	6	admin	admin	NOUN
cana-4551	102	7	can	can	AUX
cana-4551	102	8	navigate	navigate	VERB
cana-4551	102	9	to	to	PART
cana-4551	102	10	course	course	VERB
cana-4551	102	11	management	management	NOUN
cana-4551	102	12	which	which	PRON
cana-4551	102	13	allows	allow	VERB
cana-4551	102	14	the	the	DET
cana-4551	102	15	admin	admin	NOUN
cana-4551	102	16	to	to	PART
cana-4551	102	17	add	add	VERB
cana-4551	102	18	,	,	PUNCT
cana-4551	102	19	delete	delete	ADJ
cana-4551	102	20	,	,	PUNCT
cana-4551	102	21	or	or	CCONJ
cana-4551	102	22	update	update	VERB
cana-4551	102	23	courses	course	NOUN
cana-4551	102	24	.	.	PUNCT
cana-4551	103	1	student	student	NOUN
cana-4551	103	2	management	management	NOUN
cana-4551	103	3	that	that	PRON
cana-4551	103	4	enables	enable	VERB
cana-4551	103	5	the	the	DET
cana-4551	103	6	admin	admin	NOUN
cana-4551	103	7	to	to	PART
cana-4551	103	8	manage	manage	VERB
cana-4551	103	9	student	student	NOUN
cana-4551	103	10	records	record	NOUN
cana-4551	103	11	,	,	PUNCT
cana-4551	103	12	including	include	VERB
cana-4551	103	13	enrolment	enrolment	NOUN
cana-4551	103	14	,	,	PUNCT
cana-4551	103	15	performance	performance	NOUN
cana-4551	103	16	tracking	tracking	NOUN
cana-4551	103	17	,	,	PUNCT
cana-4551	103	18	and	and	CCONJ
cana-4551	103	19	other	other	ADJ
cana-4551	103	20	administrative	administrative	ADJ
cana-4551	103	21	tasks	task	NOUN
cana-4551	103	22	.	.	PUNCT
cana-4551	104	1	the	the	DET
cana-4551	104	2	student	student	NOUN
cana-4551	104	3	home	home	NOUN
cana-4551	104	4	page	page	NOUN
cana-4551	104	5	provides	provide	VERB
cana-4551	104	6	students	student	NOUN
cana-4551	104	7	with	with	ADP
cana-4551	104	8	access	access	NOUN
cana-4551	104	9	to	to	ADP
cana-4551	104	10	essential	essential	ADJ
cana-4551	104	11	information	information	NOUN
cana-4551	104	12	.	.	PUNCT
cana-4551	105	1	students	student	NOUN
cana-4551	105	2	can	can	AUX
cana-4551	105	3	navigate	navigate	VERB
cana-4551	105	4	to	to	PART
cana-4551	105	5	profile	profile	VERB
cana-4551	105	6	details	detail	NOUN
cana-4551	105	7	which	which	PRON
cana-4551	105	8	displays	display	VERB
cana-4551	105	9	personal	personal	ADJ
cana-4551	105	10	information	information	NOUN
cana-4551	105	11	,	,	PUNCT
cana-4551	105	12	including	include	VERB
cana-4551	105	13	student	student	NOUN
cana-4551	105	14	i	i	PROPN
cana-4551	105	15	d	d	PROPN
cana-4551	105	16	,	,	PUNCT
cana-4551	105	17	name	name	NOUN
cana-4551	105	18	,	,	PUNCT
cana-4551	105	19	and	and	CCONJ
cana-4551	105	20	other	other	ADJ
cana-4551	105	21	academic	academic	ADJ
cana-4551	105	22	details	detail	NOUN
cana-4551	105	23	.	.	PUNCT
cana-4551	106	1	this	this	PRON
cana-4551	106	2	also	also	ADV
cana-4551	106	3	shows	show	VERB
cana-4551	106	4	attendance	attendance	NOUN
cana-4551	106	5	records	record	NOUN
cana-4551	106	6	:	:	PUNCT
cana-4551	106	7	allows	allow	VERB
cana-4551	106	8	students	student	NOUN
cana-4551	106	9	to	to	PART
cana-4551	106	10	view	view	VERB
cana-4551	106	11	their	their	PRON
cana-4551	106	12	attendance	attendance	NOUN
cana-4551	106	13	history	history	NOUN
cana-4551	106	14	and	and	CCONJ
cana-4551	106	15	track	track	VERB
cana-4551	106	16	their	their	PRON
cana-4551	106	17	presence	presence	NOUN
cana-4551	106	18	in	in	ADP
cana-4551	106	19	classes	class	NOUN
cana-4551	106	20	.	.	PUNCT
cana-4551	107	1	leave	leave	VERB
cana-4551	107	2	status	status	NOUN
cana-4551	107	3	enables	enable	VERB
cana-4551	107	4	students	student	NOUN
cana-4551	107	5	to	to	PART
cana-4551	107	6	check	check	VERB
cana-4551	107	7	the	the	DET
cana-4551	107	8	status	status	NOUN
cana-4551	107	9	of	of	ADP
cana-4551	107	10	leave	leave	NOUN
cana-4551	107	11	applications	application	NOUN
cana-4551	107	12	submitted	submit	VERB
cana-4551	107	13	to	to	ADP
cana-4551	107	14	the	the	DET
cana-4551	107	15	administration	administration	NOUN
cana-4551	107	16	.	.	PUNCT
cana-4551	108	1	the	the	DET
cana-4551	108	2	staff	staff	NOUN
cana-4551	108	3	home	home	NOUN
cana-4551	108	4	page	page	NOUN
cana-4551	108	5	provides	provide	VERB
cana-4551	108	6	access	access	NOUN
cana-4551	108	7	to	to	ADP
cana-4551	108	8	faculty	faculty	NOUN
cana-4551	108	9	-	-	PUNCT
cana-4551	108	10	related	relate	VERB
cana-4551	108	11	information	information	NOUN
cana-4551	108	12	and	and	CCONJ
cana-4551	108	13	records	record	NOUN
cana-4551	108	14	.	.	PUNCT
cana-4551	109	1	faculty	faculty	NOUN
cana-4551	109	2	members	member	NOUN
cana-4551	109	3	can	can	AUX
cana-4551	109	4	navigate	navigate	VERB
cana-4551	109	5	to	to	ADP
cana-4551	109	6	attendance	attendance	NOUN
cana-4551	109	7	records	record	NOUN
cana-4551	109	8	allows	allow	VERB
cana-4551	109	9	staff	staff	NOUN
cana-4551	109	10	members	member	NOUN
cana-4551	109	11	to	to	PART
cana-4551	109	12	view	view	VERB
cana-4551	109	13	and	and	CCONJ
cana-4551	109	14	manage	manage	VERB
cana-4551	109	15	student	student	NOUN
cana-4551	109	16	attendance	attendance	NOUN
cana-4551	109	17	.	.	PUNCT
cana-4551	110	1	profile	profile	VERB
cana-4551	110	2	details	detail	NOUN
cana-4551	110	3	displays	display	VERB
cana-4551	110	4	personal	personal	ADJ
cana-4551	110	5	and	and	CCONJ
cana-4551	110	6	professional	professional	ADJ
cana-4551	110	7	details	detail	NOUN
cana-4551	110	8	related	relate	VERB
cana-4551	110	9	to	to	ADP
cana-4551	110	10	the	the	DET
cana-4551	110	11	staff	staff	NOUN
cana-4551	110	12	members	member	NOUN
cana-4551	110	13	.	.	PUNCT
cana-4551	111	1	this	this	DET
cana-4551	111	2	flowchart	flowchart	NOUN
cana-4551	111	3	provides	provide	VERB
cana-4551	111	4	a	a	DET
cana-4551	111	5	structured	structured	ADJ
cana-4551	111	6	representation	representation	NOUN
cana-4551	111	7	of	of	ADP
cana-4551	111	8	the	the	DET
cana-4551	111	9	nleps	nlep	NOUN
cana-4551	111	10	,	,	PUNCT
cana-4551	111	11	ensuring	ensure	VERB
cana-4551	111	12	smooth	smooth	ADJ
cana-4551	111	13	navigation	navigation	NOUN
cana-4551	111	14	based	base	VERB
cana-4551	111	15	on	on	ADP
cana-4551	111	16	user	user	NOUN
cana-4551	111	17	roles	role	NOUN
cana-4551	111	18	.	.	PUNCT
cana-4551	112	1	the	the	DET
cana-4551	112	2	system	system	NOUN
cana-4551	112	3	optimizes	optimize	VERB
cana-4551	112	4	administrative	administrative	ADJ
cana-4551	112	5	operations	operation	NOUN
cana-4551	112	6	,	,	PUNCT
cana-4551	112	7	enhances	enhance	VERB
cana-4551	112	8	student	student	NOUN
cana-4551	112	9	experience	experience	NOUN
cana-4551	112	10	,	,	PUNCT
cana-4551	112	11	and	and	CCONJ
cana-4551	112	12	facilitates	facilitate	VERB
cana-4551	112	13	seamless	seamless	ADJ
cana-4551	112	14	academic	academic	ADJ
cana-4551	112	15	management	management	NOUN
cana-4551	112	16	.	.	PUNCT
cana-4551	113	1	by	by	ADP
cana-4551	113	2	dividing	divide	VERB
cana-4551	113	3	functionalities	functionality	NOUN
cana-4551	113	4	based	base	VERB
cana-4551	113	5	on	on	ADP
cana-4551	113	6	different	different	ADJ
cana-4551	113	7	user	user	NOUN
cana-4551	113	8	roles	role	NOUN
cana-4551	113	9	,	,	PUNCT
cana-4551	113	10	the	the	DET
cana-4551	113	11	system	system	NOUN
cana-4551	113	12	ensures	ensure	VERB
cana-4551	113	13	clarity	clarity	NOUN
cana-4551	113	14	,	,	PUNCT
cana-4551	113	15	ease	ease	NOUN
cana-4551	113	16	of	of	ADP
cana-4551	113	17	access	access	NOUN
cana-4551	113	18	,	,	PUNCT
cana-4551	113	19	and	and	CCONJ
cana-4551	113	20	efficient	efficient	ADJ
cana-4551	113	21	resource	resource	NOUN
cana-4551	113	22	management	management	NOUN
cana-4551	113	23	.	.	PUNCT
cana-4551	114	1	4	4	X
cana-4551	114	2	.	.	X
cana-4551	114	3	output	output	NOUN
cana-4551	114	4	fig.2	fig.2	PROPN
cana-4551	114	5	shows	show	VERB
cana-4551	114	6	the	the	DET
cana-4551	114	7	various	various	ADJ
cana-4551	114	8	sections	section	NOUN
cana-4551	114	9	of	of	ADP
cana-4551	114	10	the	the	DET
cana-4551	114	11	student	student	NOUN
cana-4551	114	12	management	management	NOUN
cana-4551	114	13	system	system	NOUN
cana-4551	114	14	depicting	depict	VERB
cana-4551	114	15	login	login	NOUN
cana-4551	114	16	page	page	NOUN
cana-4551	114	17	,	,	PUNCT
cana-4551	114	18	admin	admin	VERB
cana-4551	114	19	home	home	NOUN
cana-4551	114	20	page	page	NOUN
cana-4551	114	21	,	,	PUNCT
cana-4551	114	22	student	student	NOUN
cana-4551	114	23	home	home	NOUN
cana-4551	114	24	page	page	NOUN
cana-4551	114	25	,	,	PUNCT
cana-4551	114	26	staff	staff	NOUN
cana-4551	114	27	home	home	NOUN
cana-4551	114	28	page	page	NOUN
cana-4551	114	29	,	,	PUNCT
cana-4551	114	30	course	course	NOUN
cana-4551	114	31	management	management	NOUN
cana-4551	114	32	(	(	PUNCT
cana-4551	114	33	admin	admin	ADJ
cana-4551	114	34	view	view	NOUN
cana-4551	114	35	)	)	PUNCT
cana-4551	114	36	,	,	PUNCT
cana-4551	114	37	student	student	NOUN
cana-4551	114	38	management(admin	management(admin	PROPN
cana-4551	114	39	view	view	NOUN
cana-4551	114	40	)	)	PUNCT
cana-4551	114	41	,	,	PUNCT
cana-4551	114	42	leave	leave	VERB
cana-4551	114	43	status	status	NOUN
cana-4551	114	44	(	(	PUNCT
cana-4551	114	45	student	student	NOUN
cana-4551	114	46	view	view	NOUN
cana-4551	114	47	)	)	PUNCT
cana-4551	114	48	,	,	PUNCT
cana-4551	114	49	feedback	feedback	NOUN
cana-4551	114	50	status	status	NOUN
cana-4551	114	51	(	(	PUNCT
cana-4551	114	52	student	student	NOUN
cana-4551	114	53	view	view	NOUN
cana-4551	114	54	)	)	PUNCT
cana-4551	114	55	.	.	PUNCT
cana-4551	115	1	login	login	NOUN
cana-4551	115	2	page	page	NOUN
cana-4551	115	3	:	:	PUNCT
cana-4551	115	4	the	the	DET
cana-4551	115	5	login	login	NOUN
cana-4551	115	6	page	page	NOUN
cana-4551	115	7	(	(	PUNCT
cana-4551	115	8	fig	fig	NOUN
cana-4551	115	9	.	.	PUNCT
cana-4551	115	10	2	2	NUM
cana-4551	115	11	)	)	PUNCT
cana-4551	115	12	is	be	AUX
cana-4551	115	13	the	the	DET
cana-4551	115	14	initial	initial	ADJ
cana-4551	115	15	interface	interface	NOUN
cana-4551	115	16	for	for	ADP
cana-4551	115	17	users	user	NOUN
cana-4551	115	18	,	,	PUNCT
cana-4551	115	19	requiring	require	VERB
cana-4551	115	20	them	they	PRON
cana-4551	115	21	to	to	PART
cana-4551	115	22	enter	enter	VERB
cana-4551	115	23	their	their	PRON
cana-4551	115	24	user	user	NOUN
cana-4551	115	25	i	i	PROPN
cana-4551	115	26	d	d	PROPN
cana-4551	115	27	and	and	CCONJ
cana-4551	115	28	password	password	NOUN
cana-4551	115	29	for	for	ADP
cana-4551	115	30	authentication	authentication	NOUN
cana-4551	115	31	,	,	PUNCT
cana-4551	115	32	ensuring	ensure	VERB
cana-4551	115	33	secure	secure	ADJ
cana-4551	115	34	access	access	NOUN
cana-4551	115	35	to	to	ADP
cana-4551	115	36	personalized	personalized	ADJ
cana-4551	115	37	dashboards	dashboard	NOUN
cana-4551	115	38	and	and	CCONJ
cana-4551	115	39	institutional	institutional	ADJ
cana-4551	115	40	resources	resource	NOUN
cana-4551	115	41	.	.	PUNCT
cana-4551	116	1	fig.2	fig.2	PROPN
cana-4551	116	2	.	.	PUNCT
cana-4551	116	3	login	login	NOUN
cana-4551	116	4	page	page	NOUN
cana-4551	116	5	communications	communication	NOUN
cana-4551	116	6	on	on	ADP
cana-4551	116	7	applied	apply	VERB
cana-4551	116	8	nonlinear	nonlinear	ADJ
cana-4551	116	9	analysis	analysis	NOUN
cana-4551	116	10	issn	issn	NOUN
cana-4551	116	11	:	:	PUNCT
cana-4551	116	12	1074	1074	NUM
cana-4551	116	13	-	-	PUNCT
cana-4551	116	14	133x	133x	NUM
cana-4551	116	15	vol	vol	NOUN
cana-4551	116	16	32	32	NUM
cana-4551	116	17	no	no	NOUN
cana-4551	116	18	.	.	PUNCT
cana-4551	117	1	9s	9s	NUM
cana-4551	117	2	(	(	PUNCT
cana-4551	117	3	2025	2025	NUM
cana-4551	117	4	)	)	PUNCT
cana-4551	117	5	2725	2725	NUM
cana-4551	118	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	118	2	admin	admin	PROPN
cana-4551	118	3	home	home	NOUN
cana-4551	118	4	page	page	NOUN
cana-4551	118	5	:	:	PUNCT
cana-4551	118	6	the	the	DET
cana-4551	118	7	admin	admin	PROPN
cana-4551	118	8	home	home	NOUN
cana-4551	118	9	page	page	NOUN
cana-4551	118	10	(	(	PUNCT
cana-4551	118	11	fig	fig	NOUN
cana-4551	118	12	.	.	PUNCT
cana-4551	119	1	3	3	X
cana-4551	119	2	)	)	PUNCT
cana-4551	119	3	provides	provide	VERB
cana-4551	119	4	an	an	DET
cana-4551	119	5	overview	overview	NOUN
cana-4551	119	6	of	of	ADP
cana-4551	119	7	total	total	ADJ
cana-4551	119	8	staff	staff	NOUN
cana-4551	119	9	,	,	PUNCT
cana-4551	119	10	students	student	NOUN
cana-4551	119	11	,	,	PUNCT
cana-4551	119	12	courses	course	NOUN
cana-4551	119	13	,	,	PUNCT
cana-4551	119	14	and	and	CCONJ
cana-4551	119	15	subjects	subject	NOUN
cana-4551	119	16	,	,	PUNCT
cana-4551	119	17	enabling	enable	VERB
cana-4551	119	18	efficient	efficient	ADJ
cana-4551	119	19	management	management	NOUN
cana-4551	119	20	,	,	PUNCT
cana-4551	119	21	quick	quick	ADJ
cana-4551	119	22	access	access	NOUN
cana-4551	119	23	to	to	ADP
cana-4551	119	24	records	record	NOUN
cana-4551	119	25	,	,	PUNCT
cana-4551	119	26	and	and	CCONJ
cana-4551	119	27	streamlined	streamlined	ADJ
cana-4551	119	28	administration	administration	NOUN
cana-4551	119	29	of	of	ADP
cana-4551	119	30	institutional	institutional	ADJ
cana-4551	119	31	activities	activity	NOUN
cana-4551	119	32	and	and	CCONJ
cana-4551	119	33	resources	resource	NOUN
cana-4551	119	34	.	.	PUNCT
cana-4551	120	1	fig.3	fig.3	PROPN
cana-4551	120	2	.	.	PUNCT
cana-4551	120	3	admin	admin	PROPN
cana-4551	120	4	home	home	NOUN
cana-4551	120	5	page	page	NOUN
cana-4551	120	6	student	student	NOUN
cana-4551	120	7	home	home	NOUN
cana-4551	120	8	page	page	NOUN
cana-4551	120	9	:	:	PUNCT
cana-4551	120	10	the	the	DET
cana-4551	120	11	student	student	NOUN
cana-4551	120	12	home	home	NOUN
cana-4551	120	13	page	page	NOUN
cana-4551	120	14	(	(	PUNCT
cana-4551	120	15	fig	fig	NOUN
cana-4551	120	16	.	.	PUNCT
cana-4551	120	17	4	4	X
cana-4551	120	18	)	)	PUNCT
cana-4551	120	19	provides	provide	VERB
cana-4551	120	20	access	access	NOUN
cana-4551	120	21	to	to	AUX
cana-4551	120	22	profile	profile	VERB
cana-4551	120	23	details	detail	NOUN
cana-4551	120	24	and	and	CCONJ
cana-4551	120	25	attendance	attendance	NOUN
cana-4551	120	26	records	record	NOUN
cana-4551	120	27	,	,	PUNCT
cana-4551	120	28	enabling	enable	VERB
cana-4551	120	29	students	student	NOUN
cana-4551	120	30	to	to	PART
cana-4551	120	31	track	track	VERB
cana-4551	120	32	personal	personal	ADJ
cana-4551	120	33	information	information	NOUN
cana-4551	120	34	,	,	PUNCT
cana-4551	120	35	monitor	monitor	VERB
cana-4551	120	36	attendance	attendance	NOUN
cana-4551	120	37	status	status	NOUN
cana-4551	120	38	,	,	PUNCT
cana-4551	120	39	and	and	CCONJ
cana-4551	120	40	stay	stay	VERB
cana-4551	120	41	updated	update	VERB
cana-4551	120	42	on	on	ADP
cana-4551	120	43	academic	academic	ADJ
cana-4551	120	44	progress	progress	NOUN
cana-4551	120	45	.	.	PUNCT
cana-4551	121	1	fig.4	fig.4	PROPN
cana-4551	121	2	.	.	PROPN
cana-4551	121	3	student	student	NOUN
cana-4551	121	4	home	home	NOUN
cana-4551	121	5	page	page	NOUN
cana-4551	121	6	staff	staff	NOUN
cana-4551	121	7	home	home	NOUN
cana-4551	121	8	page	page	NOUN
cana-4551	121	9	:	:	PUNCT
cana-4551	121	10	the	the	DET
cana-4551	121	11	staff	staff	NOUN
cana-4551	121	12	home	home	NOUN
cana-4551	121	13	page	page	NOUN
cana-4551	121	14	(	(	PUNCT
cana-4551	121	15	fig	fig	NOUN
cana-4551	121	16	.	.	PUNCT
cana-4551	121	17	5	5	NUM
cana-4551	121	18	)	)	PUNCT
cana-4551	121	19	displays	display	VERB
cana-4551	121	20	personal	personal	ADJ
cana-4551	121	21	profile	profile	NOUN
cana-4551	121	22	details	detail	NOUN
cana-4551	121	23	and	and	CCONJ
cana-4551	121	24	attendance	attendance	NOUN
cana-4551	121	25	records	record	NOUN
cana-4551	121	26	,	,	PUNCT
cana-4551	121	27	allowing	allow	VERB
cana-4551	121	28	faculty	faculty	NOUN
cana-4551	121	29	to	to	PART
cana-4551	121	30	track	track	VERB
cana-4551	121	31	their	their	PRON
cana-4551	121	32	work	work	NOUN
cana-4551	121	33	schedule	schedule	NOUN
cana-4551	121	34	,	,	PUNCT
cana-4551	121	35	monitor	monitor	VERB
cana-4551	121	36	leave	leave	NOUN
cana-4551	121	37	balance	balance	NOUN
cana-4551	121	38	,	,	PUNCT
cana-4551	121	39	and	and	CCONJ
cana-4551	121	40	stay	stay	VERB
cana-4551	121	41	updated	update	VERB
cana-4551	121	42	on	on	ADP
cana-4551	121	43	institutional	institutional	ADJ
cana-4551	121	44	responsibilities	responsibility	NOUN
cana-4551	121	45	and	and	CCONJ
cana-4551	121	46	notifications	notification	NOUN
cana-4551	121	47	.	.	PUNCT
cana-4551	122	1	communications	communication	NOUN
cana-4551	122	2	on	on	ADP
cana-4551	122	3	applied	apply	VERB
cana-4551	122	4	nonlinear	nonlinear	ADJ
cana-4551	122	5	analysis	analysis	NOUN
cana-4551	122	6	issn	issn	NOUN
cana-4551	122	7	:	:	PUNCT
cana-4551	122	8	1074	1074	NUM
cana-4551	122	9	-	-	PUNCT
cana-4551	122	10	133x	133x	NUM
cana-4551	122	11	vol	vol	NOUN
cana-4551	122	12	32	32	NUM
cana-4551	122	13	no	no	NOUN
cana-4551	122	14	.	.	PUNCT
cana-4551	123	1	9s	9s	NUM
cana-4551	123	2	(	(	PUNCT
cana-4551	123	3	2025	2025	NUM
cana-4551	123	4	)	)	PUNCT
cana-4551	123	5	2726	2726	NUM
cana-4551	123	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	124	1	fig.5	fig.5	PROPN
cana-4551	124	2	.	.	PUNCT
cana-4551	124	3	staff	staff	NOUN
cana-4551	124	4	home	home	NOUN
cana-4551	124	5	page	page	NOUN
cana-4551	124	6	course	course	NOUN
cana-4551	124	7	management	management	NOUN
cana-4551	124	8	(	(	PUNCT
cana-4551	124	9	admin	admin	ADJ
cana-4551	124	10	view	view	NOUN
cana-4551	124	11	):	):	PUNCT
cana-4551	124	12	the	the	DET
cana-4551	124	13	course	course	NOUN
cana-4551	124	14	management	management	NOUN
cana-4551	124	15	page	page	NOUN
cana-4551	124	16	(	(	PUNCT
cana-4551	124	17	fig	fig	NOUN
cana-4551	124	18	.	.	PUNCT
cana-4551	124	19	6	6	NUM
cana-4551	124	20	)	)	PUNCT
cana-4551	124	21	allows	allow	VERB
cana-4551	124	22	the	the	DET
cana-4551	124	23	admin	admin	NOUN
cana-4551	124	24	to	to	PART
cana-4551	124	25	add	add	VERB
cana-4551	124	26	or	or	CCONJ
cana-4551	124	27	delete	delete	ADJ
cana-4551	124	28	courses	course	NOUN
cana-4551	124	29	,	,	PUNCT
cana-4551	124	30	update	update	NOUN
cana-4551	124	31	course	course	NOUN
cana-4551	124	32	details	detail	NOUN
cana-4551	124	33	,	,	PUNCT
cana-4551	124	34	and	and	CCONJ
cana-4551	124	35	manage	manage	VERB
cana-4551	124	36	academic	academic	ADJ
cana-4551	124	37	offerings	offering	NOUN
cana-4551	124	38	efficiently	efficiently	ADV
cana-4551	124	39	to	to	PART
cana-4551	124	40	ensure	ensure	VERB
cana-4551	124	41	a	a	DET
cana-4551	124	42	wellstructured	wellstructure	VERB
cana-4551	124	43	curriculum	curriculum	NOUN
cana-4551	124	44	.	.	PUNCT
cana-4551	125	1	fig.6	fig.6	PROPN
cana-4551	125	2	.	.	PUNCT
cana-4551	126	1	course	course	NOUN
cana-4551	126	2	management	management	NOUN
cana-4551	126	3	(	(	PUNCT
cana-4551	126	4	admin	admin	ADJ
cana-4551	126	5	view	view	NOUN
cana-4551	126	6	)	)	PUNCT
cana-4551	126	7	student	student	NOUN
cana-4551	126	8	management(admin	management(admin	PROPN
cana-4551	126	9	view	view	NOUN
cana-4551	126	10	)	)	PUNCT
cana-4551	126	11	:	:	PUNCT
cana-4551	126	12	the	the	DET
cana-4551	126	13	student	student	NOUN
cana-4551	126	14	management	management	NOUN
cana-4551	126	15	page	page	NOUN
cana-4551	126	16	(	(	PUNCT
cana-4551	126	17	fig	fig	NOUN
cana-4551	126	18	.	.	PUNCT
cana-4551	126	19	7	7	X
cana-4551	126	20	)	)	PUNCT
cana-4551	126	21	enables	enable	VERB
cana-4551	126	22	the	the	DET
cana-4551	126	23	admin	admin	NOUN
cana-4551	126	24	to	to	PART
cana-4551	126	25	handle	handle	VERB
cana-4551	126	26	student	student	NOUN
cana-4551	126	27	records	record	NOUN
cana-4551	126	28	,	,	PUNCT
cana-4551	126	29	update	update	NOUN
cana-4551	126	30	details	detail	NOUN
cana-4551	126	31	,	,	PUNCT
cana-4551	126	32	manage	manage	VERB
cana-4551	126	33	enrolment	enrolment	NOUN
cana-4551	126	34	,	,	PUNCT
cana-4551	126	35	and	and	CCONJ
cana-4551	126	36	oversee	oversee	VERB
cana-4551	126	37	academic	academic	ADJ
cana-4551	126	38	progress	progress	NOUN
cana-4551	126	39	,	,	PUNCT
cana-4551	126	40	ensuring	ensure	VERB
cana-4551	126	41	smooth	smooth	ADJ
cana-4551	126	42	administration	administration	NOUN
cana-4551	126	43	and	and	CCONJ
cana-4551	126	44	data	datum	NOUN
cana-4551	126	45	accuracy	accuracy	NOUN
cana-4551	126	46	.	.	PUNCT
cana-4551	127	1	communications	communication	NOUN
cana-4551	127	2	on	on	ADP
cana-4551	127	3	applied	apply	VERB
cana-4551	127	4	nonlinear	nonlinear	ADJ
cana-4551	127	5	analysis	analysis	NOUN
cana-4551	127	6	issn	issn	NOUN
cana-4551	127	7	:	:	PUNCT
cana-4551	127	8	1074	1074	NUM
cana-4551	127	9	-	-	PUNCT
cana-4551	127	10	133x	133x	NUM
cana-4551	127	11	vol	vol	NOUN
cana-4551	127	12	32	32	NUM
cana-4551	127	13	no	no	NOUN
cana-4551	127	14	.	.	PUNCT
cana-4551	128	1	9s	9s	NUM
cana-4551	128	2	(	(	PUNCT
cana-4551	128	3	2025	2025	NUM
cana-4551	128	4	)	)	PUNCT
cana-4551	128	5	2727	2727	NUM
cana-4551	128	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	129	1	fig.7	fig.7	ADV
cana-4551	129	2	.	.	PUNCT
cana-4551	130	1	student	student	NOUN
cana-4551	130	2	management(admin	management(admin	PROPN
cana-4551	130	3	view	view	PROPN
cana-4551	130	4	)	)	PUNCT
cana-4551	130	5	leave	leave	VERB
cana-4551	130	6	status	status	NOUN
cana-4551	130	7	(	(	PUNCT
cana-4551	130	8	student	student	NOUN
cana-4551	130	9	view	view	NOUN
cana-4551	130	10	)	)	PUNCT
cana-4551	130	11	:	:	PUNCT
cana-4551	130	12	the	the	DET
cana-4551	130	13	leave	leave	NOUN
cana-4551	130	14	status	status	NOUN
cana-4551	130	15	page	page	NOUN
cana-4551	130	16	(	(	PUNCT
cana-4551	130	17	fig	fig	NOUN
cana-4551	130	18	.	.	PUNCT
cana-4551	131	1	8)	8)	NUM
cana-4551	131	2	displays	display	VERB
cana-4551	131	3	the	the	DET
cana-4551	131	4	current	current	ADJ
cana-4551	131	5	status	status	NOUN
cana-4551	131	6	of	of	ADP
cana-4551	131	7	a	a	DET
cana-4551	131	8	student	student	NOUN
cana-4551	131	9	’s	’s	PART
cana-4551	131	10	leave	leave	NOUN
cana-4551	131	11	application	application	NOUN
cana-4551	131	12	,	,	PUNCT
cana-4551	131	13	whether	whether	SCONJ
cana-4551	131	14	approved	approve	VERB
cana-4551	131	15	,	,	PUNCT
cana-4551	131	16	rejected	reject	VERB
cana-4551	131	17	,	,	PUNCT
cana-4551	131	18	or	or	CCONJ
cana-4551	131	19	pending	pende	VERB
cana-4551	131	20	,	,	PUNCT
cana-4551	131	21	helping	help	VERB
cana-4551	131	22	them	they	PRON
cana-4551	131	23	stay	stay	VERB
cana-4551	131	24	informed	informed	ADJ
cana-4551	131	25	about	about	ADP
cana-4551	131	26	their	their	PRON
cana-4551	131	27	requests	request	NOUN
cana-4551	131	28	.	.	PUNCT
cana-4551	132	1	fig	fig	NOUN
cana-4551	132	2	.	.	PUNCT
cana-4551	133	1	8	8	X
cana-4551	133	2	.	.	X
cana-4551	133	3	leave	leave	VERB
cana-4551	133	4	status	status	NOUN
cana-4551	133	5	(	(	PUNCT
cana-4551	133	6	student	student	NOUN
cana-4551	133	7	view	view	NOUN
cana-4551	133	8	)	)	PUNCT
cana-4551	133	9	feedback	feedback	NOUN
cana-4551	133	10	status	status	NOUN
cana-4551	133	11	(	(	PUNCT
cana-4551	133	12	student	student	NOUN
cana-4551	133	13	view	view	NOUN
cana-4551	133	14	)	)	PUNCT
cana-4551	133	15	:	:	PUNCT
cana-4551	133	16	the	the	DET
cana-4551	133	17	feedback	feedback	NOUN
cana-4551	133	18	status	status	NOUN
cana-4551	133	19	page	page	NOUN
cana-4551	133	20	(	(	PUNCT
cana-4551	133	21	fig	fig	NOUN
cana-4551	133	22	.	.	PUNCT
cana-4551	133	23	9	9	NUM
cana-4551	133	24	)	)	PUNCT
cana-4551	133	25	allows	allow	VERB
cana-4551	133	26	students	student	NOUN
cana-4551	133	27	to	to	PART
cana-4551	133	28	view	view	VERB
cana-4551	133	29	responses	response	NOUN
cana-4551	133	30	to	to	ADP
cana-4551	133	31	their	their	PRON
cana-4551	133	32	submitted	submit	VERB
cana-4551	133	33	feedback	feedback	NOUN
cana-4551	133	34	,	,	PUNCT
cana-4551	133	35	ensuring	ensure	VERB
cana-4551	133	36	transparency	transparency	NOUN
cana-4551	133	37	and	and	CCONJ
cana-4551	133	38	enabling	enable	VERB
cana-4551	133	39	communication	communication	NOUN
cana-4551	133	40	between	between	ADP
cana-4551	133	41	students	student	NOUN
cana-4551	133	42	and	and	CCONJ
cana-4551	133	43	the	the	DET
cana-4551	133	44	administration	administration	NOUN
cana-4551	133	45	for	for	ADP
cana-4551	133	46	improvements	improvement	NOUN
cana-4551	133	47	.	.	PUNCT
cana-4551	134	1	communications	communication	NOUN
cana-4551	134	2	on	on	ADP
cana-4551	134	3	applied	apply	VERB
cana-4551	134	4	nonlinear	nonlinear	ADJ
cana-4551	134	5	analysis	analysis	NOUN
cana-4551	134	6	issn	issn	NOUN
cana-4551	134	7	:	:	PUNCT
cana-4551	134	8	1074	1074	NUM
cana-4551	134	9	-	-	PUNCT
cana-4551	134	10	133x	133x	NUM
cana-4551	134	11	vol	vol	NOUN
cana-4551	134	12	32	32	NUM
cana-4551	134	13	no	no	NOUN
cana-4551	134	14	.	.	PUNCT
cana-4551	135	1	9s	9s	NUM
cana-4551	135	2	(	(	PUNCT
cana-4551	135	3	2025	2025	NUM
cana-4551	135	4	)	)	PUNCT
cana-4551	135	5	2728	2728	NUM
cana-4551	135	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	135	7	fig	fig	NOUN
cana-4551	135	8	.	.	PUNCT
cana-4551	136	1	9	9	X
cana-4551	136	2	.	.	X
cana-4551	136	3	feedback	feedback	NOUN
cana-4551	136	4	status	status	NOUN
cana-4551	136	5	(	(	PUNCT
cana-4551	136	6	student	student	NOUN
cana-4551	136	7	view	view	NOUN
cana-4551	136	8	)	)	PUNCT
cana-4551	136	9	5	5	NUM
cana-4551	136	10	.	.	X
cana-4551	136	11	conclusion	conclusion	NOUN
cana-4551	136	12	in	in	ADP
cana-4551	136	13	conclusion	conclusion	NOUN
cana-4551	136	14	,	,	PUNCT
cana-4551	136	15	the	the	DET
cana-4551	136	16	learner	learner	NOUN
cana-4551	136	17	enrolment	enrolment	NOUN
cana-4551	136	18	prediction	prediction	NOUN
cana-4551	136	19	system	system	NOUN
cana-4551	136	20	,	,	PUNCT
cana-4551	136	21	known	know	VERB
cana-4551	136	22	as	as	ADP
cana-4551	136	23	leps	lep	NOUN
cana-4551	136	24	,	,	PUNCT
cana-4551	136	25	represents	represent	VERB
cana-4551	136	26	a	a	DET
cana-4551	136	27	powerful	powerful	ADJ
cana-4551	136	28	tool	tool	NOUN
cana-4551	136	29	for	for	ADP
cana-4551	136	30	educational	educational	ADJ
cana-4551	136	31	institutions	institution	NOUN
cana-4551	136	32	seeking	seek	VERB
cana-4551	136	33	to	to	PART
cana-4551	136	34	optimize	optimize	VERB
cana-4551	136	35	resource	resource	NOUN
cana-4551	136	36	allocation	allocation	NOUN
cana-4551	136	37	,	,	PUNCT
cana-4551	136	38	improve	improve	VERB
cana-4551	136	39	planning	plan	VERB
cana-4551	136	40	by	by	ADP
cana-4551	136	41	utilizing	utilize	VERB
cana-4551	136	42	historical	historical	ADJ
cana-4551	136	43	enrolment	enrolment	NOUN
cana-4551	136	44	data	datum	NOUN
cana-4551	136	45	,	,	PUNCT
cana-4551	136	46	demographic	demographic	ADJ
cana-4551	136	47	factors	factor	NOUN
cana-4551	136	48	,	,	PUNCT
cana-4551	136	49	and	and	CCONJ
cana-4551	136	50	advanced	advanced	ADJ
cana-4551	136	51	predictive	predictive	ADJ
cana-4551	136	52	analytics	analytic	NOUN
cana-4551	136	53	,	,	PUNCT
cana-4551	136	54	the	the	DET
cana-4551	136	55	learner	learner	NOUN
cana-4551	136	56	enrolment	enrolment	NOUN
cana-4551	136	57	prediction	prediction	NOUN
cana-4551	136	58	system	system	NOUN
cana-4551	136	59	(	(	PUNCT
cana-4551	136	60	leps	leps	ADV
cana-4551	136	61	)	)	PUNCT
cana-4551	136	62	enables	enable	VERB
cana-4551	136	63	institutions	institution	NOUN
cana-4551	136	64	to	to	PART
cana-4551	136	65	accurately	accurately	ADV
cana-4551	136	66	forecast	forecast	VERB
cana-4551	136	67	future	future	ADJ
cana-4551	136	68	enrolment	enrolment	NOUN
cana-4551	136	69	trends	trend	NOUN
cana-4551	136	70	.	.	PUNCT
cana-4551	137	1	leps	leps	PROPN
cana-4551	137	2	plays	play	VERB
cana-4551	137	3	a	a	DET
cana-4551	137	4	crucial	crucial	ADJ
cana-4551	137	5	role	role	NOUN
cana-4551	137	6	in	in	ADP
cana-4551	137	7	supporting	support	VERB
cana-4551	137	8	data	data	NOUN
cana-4551	137	9	-	-	PUNCT
cana-4551	137	10	driven	drive	VERB
cana-4551	137	11	decision	decision	NOUN
cana-4551	137	12	-	-	PUNCT
cana-4551	137	13	making	making	NOUN
cana-4551	137	14	,	,	PUNCT
cana-4551	137	15	allowing	allow	VERB
cana-4551	137	16	educational	educational	ADJ
cana-4551	137	17	leaders	leader	NOUN
cana-4551	137	18	to	to	PART
cana-4551	137	19	anticipate	anticipate	VERB
cana-4551	137	20	changes	change	NOUN
cana-4551	137	21	in	in	ADP
cana-4551	137	22	learner	learner	NOUN
cana-4551	137	23	enrolment	enrolment	NOUN
cana-4551	137	24	patterns	pattern	NOUN
cana-4551	137	25	and	and	CCONJ
cana-4551	137	26	allocate	allocate	ADJ
cana-4551	137	27	resources	resource	NOUN
cana-4551	137	28	efficiently	efficiently	ADV
cana-4551	137	29	.	.	PUNCT
cana-4551	138	1	leps	leps	PROPN
cana-4551	138	2	empowers	empower	VERB
cana-4551	138	3	institutions	institution	NOUN
cana-4551	138	4	by	by	ADP
cana-4551	138	5	streamlining	streamline	VERB
cana-4551	138	6	administrative	administrative	ADJ
cana-4551	138	7	tasks	task	NOUN
cana-4551	138	8	such	such	ADJ
cana-4551	138	9	as	as	ADP
cana-4551	138	10	registration	registration	NOUN
cana-4551	138	11	and	and	CCONJ
cana-4551	138	12	course	course	NOUN
cana-4551	138	13	planning	planning	NOUN
cana-4551	138	14	,	,	PUNCT
cana-4551	138	15	improving	improve	VERB
cana-4551	138	16	operational	operational	ADJ
cana-4551	138	17	efficiency	efficiency	NOUN
cana-4551	138	18	,	,	PUNCT
cana-4551	138	19	and	and	CCONJ
cana-4551	138	20	saving	save	VERB
cana-4551	138	21	staff	staff	NOUN
cana-4551	138	22	valuable	valuable	ADJ
cana-4551	138	23	time	time	NOUN
cana-4551	138	24	.	.	PUNCT
cana-4551	139	1	with	with	ADP
cana-4551	139	2	leps	leps	PROPN
cana-4551	139	3	,	,	PUNCT
cana-4551	139	4	educational	educational	ADJ
cana-4551	139	5	institutions	institution	NOUN
cana-4551	139	6	can	can	AUX
cana-4551	139	7	reduce	reduce	VERB
cana-4551	139	8	uncertainty	uncertainty	NOUN
cana-4551	139	9	and	and	CCONJ
cana-4551	139	10	minimize	minimize	VERB
cana-4551	139	11	guesswork	guesswork	NOUN
cana-4551	139	12	,	,	PUNCT
cana-4551	139	13	leading	lead	VERB
cana-4551	139	14	to	to	ADP
cana-4551	139	15	more	more	ADV
cana-4551	139	16	effective	effective	ADJ
cana-4551	139	17	strategic	strategic	ADJ
cana-4551	139	18	planning	planning	NOUN
cana-4551	139	19	and	and	CCONJ
cana-4551	139	20	resource	resource	NOUN
cana-4551	139	21	management	management	NOUN
cana-4551	139	22	.	.	PUNCT
cana-4551	140	1	in	in	ADP
cana-4551	140	2	today	today	NOUN
cana-4551	140	3	’s	’s	PART
cana-4551	140	4	fast	fast	ADV
cana-4551	140	5	-	-	PUNCT
cana-4551	140	6	paced	paced	ADJ
cana-4551	140	7	,	,	PUNCT
cana-4551	140	8	data	data	NOUN
cana-4551	140	9	-	-	PUNCT
cana-4551	140	10	driven	drive	VERB
cana-4551	140	11	environment	environment	NOUN
cana-4551	140	12	,	,	PUNCT
cana-4551	140	13	a	a	DET
cana-4551	140	14	reliable	reliable	ADJ
cana-4551	140	15	enrolment	enrolment	NOUN
cana-4551	140	16	prediction	prediction	NOUN
cana-4551	140	17	system	system	NOUN
cana-4551	140	18	like	like	ADP
cana-4551	140	19	leps	leps	PROPN
cana-4551	140	20	is	be	AUX
cana-4551	140	21	essential	essential	ADJ
cana-4551	140	22	for	for	SCONJ
cana-4551	140	23	institutions	institution	NOUN
cana-4551	140	24	to	to	PART
cana-4551	140	25	stay	stay	VERB
cana-4551	140	26	ahead	ahead	ADV
cana-4551	140	27	of	of	ADP
cana-4551	140	28	the	the	DET
cana-4551	140	29	curve	curve	NOUN
cana-4551	140	30	.	.	PUNCT
cana-4551	141	1	by	by	ADP
cana-4551	141	2	embracing	embrace	VERB
cana-4551	141	3	technology	technology	NOUN
cana-4551	141	4	and	and	CCONJ
cana-4551	141	5	leveraging	leverage	VERB
cana-4551	141	6	data	datum	NOUN
cana-4551	141	7	,	,	PUNCT
cana-4551	141	8	educational	educational	ADJ
cana-4551	141	9	institutions	institution	NOUN
cana-4551	141	10	can	can	AUX
cana-4551	141	11	make	make	VERB
cana-4551	141	12	informed	informed	ADJ
cana-4551	141	13	decisions	decision	NOUN
cana-4551	141	14	and	and	CCONJ
cana-4551	141	15	confidently	confidently	ADV
cana-4551	141	16	adapt	adapt	VERB
cana-4551	141	17	to	to	ADP
cana-4551	141	18	shifting	shift	VERB
cana-4551	141	19	student	student	NOUN
cana-4551	141	20	demographics	demographic	NOUN
cana-4551	141	21	.	.	PUNCT
cana-4551	142	1	in	in	ADP
cana-4551	142	2	conclusion	conclusion	NOUN
cana-4551	142	3	,	,	PUNCT
cana-4551	142	4	leps	leps	PROPN
cana-4551	142	5	is	be	AUX
cana-4551	142	6	more	more	ADJ
cana-4551	142	7	than	than	ADP
cana-4551	142	8	just	just	ADV
cana-4551	142	9	a	a	DET
cana-4551	142	10	tool	tool	NOUN
cana-4551	142	11	—	—	PUNCT
cana-4551	142	12	it	it	PRON
cana-4551	142	13	is	be	AUX
cana-4551	142	14	a	a	DET
cana-4551	142	15	strategic	strategic	ADJ
cana-4551	142	16	asset	asset	NOUN
cana-4551	142	17	that	that	PRON
cana-4551	142	18	enhances	enhance	VERB
cana-4551	142	19	an	an	DET
cana-4551	142	20	institution	institution	NOUN
cana-4551	142	21	's	's	PART
cana-4551	142	22	ability	ability	NOUN
cana-4551	142	23	to	to	PART
cana-4551	142	24	succeed	succeed	VERB
cana-4551	142	25	in	in	ADP
cana-4551	142	26	a	a	DET
cana-4551	142	27	competitive	competitive	ADJ
cana-4551	142	28	educational	educational	ADJ
cana-4551	142	29	landscape	landscape	NOUN
cana-4551	142	30	.	.	PUNCT
cana-4551	143	1	the	the	DET
cana-4551	143	2	future	future	NOUN
cana-4551	143	3	of	of	ADP
cana-4551	143	4	enrolment	enrolment	NOUN
cana-4551	143	5	management	management	NOUN
cana-4551	143	6	begins	begin	VERB
cana-4551	143	7	with	with	ADP
cana-4551	143	8	leps	lep	NOUN
cana-4551	143	9	.	.	PUNCT
cana-4551	144	1	refrences	refrence	VERB
cana-4551	145	1	[	[	X
cana-4551	145	2	1	1	NUM
cana-4551	145	3	]	]	X
cana-4551	145	4	chen	chen	PROPN
cana-4551	145	5	,	,	PUNCT
cana-4551	145	6	c.	c.	PROPN
cana-4551	145	7	w.	w.	PROPN
cana-4551	145	8	,	,	PUNCT
cana-4551	145	9	lin	lin	PROPN
cana-4551	145	10	,	,	PUNCT
cana-4551	145	11	c.	c.	PROPN
cana-4551	145	12	j.	j.	PROPN
cana-4551	145	13	,	,	PUNCT
cana-4551	145	14	&	&	CCONJ
cana-4551	145	15	lin	lin	PROPN
cana-4551	145	16	,	,	PUNCT
cana-4551	145	17	c.	c.	PROPN
cana-4551	145	18	t.	t.	PROPN
cana-4551	145	19	“	"	PUNCT
cana-4551	145	20	a	a	DET
cana-4551	145	21	comparison	comparison	NOUN
cana-4551	145	22	of	of	ADP
cana-4551	145	23	forecasting	forecast	VERB
cana-4551	145	24	techniques	technique	NOUN
cana-4551	145	25	for	for	ADP
cana-4551	145	26	university	university	NOUN
cana-4551	145	27	enrolment	enrolment	NOUN
cana-4551	145	28	.	.	PUNCT
cana-4551	145	29	”	"	PUNCT
cana-4551	146	1	(	(	PUNCT
cana-4551	146	2	2021	2021	NUM
cana-4551	146	3	)	)	PUNCT
cana-4551	146	4	,	,	PUNCT
cana-4551	146	5	quality	quality	NOUN
cana-4551	146	6	&	&	CCONJ
cana-4551	146	7	quantity	quantity	NOUN
cana-4551	146	8	,	,	PUNCT
cana-4551	146	9	40(2	40(2	NUM
cana-4551	146	10	)	)	PUNCT
cana-4551	146	11	,	,	PUNCT
cana-4551	146	12	179	179	NUM
cana-4551	146	13	-	-	SYM
cana-4551	146	14	196	196	NUM
cana-4551	146	15	.	.	PUNCT
cana-4551	147	1	[	[	X
cana-4551	147	2	2	2	NUM
cana-4551	147	3	]	]	X
cana-4551	147	4	harr	harr	PROPN
cana-4551	147	5	and	and	CCONJ
cana-4551	147	6	gary	gary	PROPN
cana-4551	147	7	lynn	lynn	PROPN
cana-4551	147	8	“	"	PUNCT
cana-4551	147	9	connections	connection	NOUN
cana-4551	147	10	:	:	PUNCT
cana-4551	147	11	a	a	DET
cana-4551	147	12	comprehensive	comprehensive	ADJ
cana-4551	147	13	student	student	NOUN
cana-4551	147	14	portal	portal	NOUN
cana-4551	147	15	.	.	PUNCT
cana-4551	148	1	concept	concept	NOUN
cana-4551	148	2	paper	paper	NOUN
cana-4551	148	3	and	and	CCONJ
cana-4551	148	4	proposal	proposal	NOUN
cana-4551	148	5	”	"	PUNCT
cana-4551	148	6	eric	eric	PROPN
cana-4551	148	7	number	number	NOUN
cana-4551	148	8	:	:	PUNCT
cana-4551	148	9	ed474411	ed474411	ADJ
cana-4551	148	10	publication	publication	NOUN
cana-4551	148	11	date	date	NOUN
cana-4551	148	12	:	:	PUNCT
cana-4551	148	13	2002	2002	NUM
cana-4551	148	14	-	-	SYM
cana-4551	148	15	dec	dec	PROPN
cana-4551	149	1	[	[	X
cana-4551	149	2	3	3	NUM
cana-4551	149	3	]	]	X
cana-4551	149	4	cierva	cierva	PROPN
cana-4551	149	5	and	and	CCONJ
cana-4551	149	6	mary	mary	PROPN
cana-4551	149	7	jane	jane	PROPN
cana-4551	149	8	p.	p.	PROPN
cana-4551	150	1	“	"	PUNCT
cana-4551	150	2	international	international	ADJ
cana-4551	150	3	journal	journal	NOUN
cana-4551	150	4	of	of	ADP
cana-4551	150	5	advanced	advanced	ADJ
cana-4551	150	6	research	research	NOUN
cana-4551	150	7	in	in	ADP
cana-4551	150	8	computer	computer	NOUN
cana-4551	150	9	science	science	NOUN
cana-4551	150	10	,	,	PUNCT
cana-4551	150	11	”	"	PUNCT
cana-4551	150	12	2023	2023	NUM
cana-4551	150	13	,	,	PUNCT
cana-4551	150	14	vol	vol	NOUN
cana-4551	150	15	14	14	NUM
cana-4551	150	16	,	,	PUNCT
cana-4551	150	17	issue	issue	NOUN
cana-4551	150	18	5	5	NUM
cana-4551	150	19	,	,	PUNCT
cana-4551	150	20	p17	p17	NOUN
cana-4551	150	21	,	,	PUNCT
cana-4551	150	22	issn	issn	PROPN
cana-4551	150	23	0976	0976	NUM
cana-4551	150	24	-	-	SYM
cana-4551	150	25	5697	5697	NUM
cana-4551	150	26	communications	communication	NOUN
cana-4551	150	27	on	on	ADP
cana-4551	150	28	applied	apply	VERB
cana-4551	150	29	nonlinear	nonlinear	ADJ
cana-4551	150	30	analysis	analysis	NOUN
cana-4551	150	31	issn	issn	NOUN
cana-4551	150	32	:	:	PUNCT
cana-4551	150	33	1074	1074	NUM
cana-4551	150	34	-	-	PUNCT
cana-4551	150	35	133x	133x	NUM
cana-4551	150	36	vol	vol	NOUN
cana-4551	150	37	32	32	NUM
cana-4551	150	38	no	no	NOUN
cana-4551	150	39	.	.	PUNCT
cana-4551	151	1	9s	9s	NUM
cana-4551	151	2	(	(	PUNCT
cana-4551	151	3	2025	2025	NUM
cana-4551	151	4	)	)	PUNCT
cana-4551	151	5	2729	2729	NUM
cana-4551	151	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	152	1	[	[	X
cana-4551	152	2	4	4	NUM
cana-4551	152	3	]	]	X
cana-4551	152	4	garcia	garcia	PROPN
cana-4551	152	5	,	,	PUNCT
cana-4551	152	6	e.	e.	PROPN
cana-4551	152	7	,	,	PUNCT
cana-4551	152	8	garcia	garcia	PROPN
cana-4551	152	9	-	-	PUNCT
cana-4551	152	10	ruiz	ruiz	NOUN
cana-4551	152	11	,	,	PUNCT
cana-4551	152	12	m.	m.	NOUN
cana-4551	152	13	a.	a.	PROPN
cana-4551	152	14	,	,	PUNCT
cana-4551	152	15	&	&	CCONJ
cana-4551	152	16	cuadrado	cuadrado	ADJ
cana-4551	152	17	-	-	PUNCT
cana-4551	152	18	garcía	garcía	ADJ
cana-4551	152	19	,	,	PUNCT
cana-4551	152	20	m.	m.	NOUN
cana-4551	152	21	(	(	PUNCT
cana-4551	152	22	2020	2020	NUM
cana-4551	152	23	)	)	PUNCT
cana-4551	152	24	.	.	PUNCT
cana-4551	153	1	implementation	implementation	NOUN
cana-4551	153	2	of	of	ADP
cana-4551	153	3	online	online	ADJ
cana-4551	153	4	enrolment	enrolment	NOUN
cana-4551	153	5	systems	system	NOUN
cana-4551	153	6	in	in	ADP
cana-4551	153	7	latin	latin	ADJ
cana-4551	153	8	american	american	ADJ
cana-4551	153	9	universities	university	NOUN
cana-4551	153	10	:	:	PUNCT
cana-4551	153	11	a	a	DET
cana-4551	153	12	comparative	comparative	ADJ
cana-4551	153	13	analysis	analysis	NOUN
cana-4551	153	14	.	.	PUNCT
cana-4551	154	1	sustainability	sustainability	NOUN
cana-4551	154	2	,	,	PUNCT
cana-4551	154	3	12(11	12(11	NUM
cana-4551	154	4	)	)	PUNCT
cana-4551	154	5	,	,	PUNCT
cana-4551	154	6	4492	4492	NUM
cana-4551	154	7	.	.	PUNCT
cana-4551	155	1	[	[	X
cana-4551	155	2	5	5	NUM
cana-4551	155	3	]	]	PUNCT
cana-4551	155	4	r.	r.	PROPN
cana-4551	155	5	ramya	ramya	PROPN
cana-4551	155	6	and	and	CCONJ
cana-4551	155	7	mr	mr	PROPN
cana-4551	155	8	.	.	PROPN
cana-4551	155	9	e.	e.	PROPN
cana-4551	155	10	ranjith	ranjith	PROPN
cana-4551	155	11	“	"	PUNCT
cana-4551	155	12	student	student	NOUN
cana-4551	155	13	information	information	NOUN
cana-4551	155	14	management	management	NOUN
cana-4551	155	15	system	system	NOUN
cana-4551	155	16	,	,	PUNCT
cana-4551	155	17	”	"	PUNCT
cana-4551	155	18	international	international	ADJ
cana-4551	155	19	journal	journal	NOUN
cana-4551	155	20	of	of	ADP
cana-4551	155	21	research	research	NOUN
cana-4551	155	22	publication	publication	NOUN
cana-4551	155	23	and	and	CCONJ
cana-4551	155	24	reviews	review	NOUN
cana-4551	155	25	,	,	PUNCT
cana-4551	155	26	vol	vol	NOUN
cana-4551	155	27	3	3	NUM
cana-4551	155	28	,	,	PUNCT
cana-4551	155	29	issue	issue	NOUN
cana-4551	155	30	6	6	NUM
cana-4551	155	31	,	,	PUNCT
cana-4551	155	32	pp	pp	ADP
cana-4551	155	33	4550	4550	NUM
cana-4551	155	34	-	-	SYM
cana-4551	155	35	4556	4556	NUM
cana-4551	155	36	,	,	PUNCT
cana-4551	155	37	june	june	PROPN
cana-4551	155	38	2022	2022	NUM
cana-4551	156	1	[	[	X
cana-4551	156	2	6	6	NUM
cana-4551	156	3	]	]	PUNCT
cana-4551	156	4	xiaomei	xiaomei	PROPN
cana-4551	156	5	bai	bai	PROPN
cana-4551	156	6	,	,	PUNCT
cana-4551	156	7	fuli	fuli	PROPN
cana-4551	156	8	zhang	zhang	PROPN
cana-4551	156	9	,	,	PUNCT
cana-4551	156	10	jinzhou	jinzhou	PROPN
cana-4551	156	11	li	li	PROPN
cana-4551	156	12	,	,	PUNCT
cana-4551	156	13	teng	teng	PROPN
cana-4551	156	14	guo	guo	PROPN
cana-4551	156	15	,	,	PUNCT
cana-4551	156	16	abdul	abdul	PROPN
cana-4551	156	17	aziz	aziz	PROPN
cana-4551	156	18	,	,	PUNCT
cana-4551	156	19	aijing	aije	VERB
cana-4551	156	20	jin	jin	NOUN
cana-4551	156	21	,	,	PUNCT
cana-4551	156	22	feng	feng	PROPN
cana-4551	156	23	xia	xia	PROPN
cana-4551	156	24	“	"	PUNCT
cana-4551	156	25	educational	educational	ADJ
cana-4551	156	26	big	big	ADJ
cana-4551	156	27	data	datum	NOUN
cana-4551	156	28	:	:	PUNCT
cana-4551	156	29	predictions	prediction	NOUN
cana-4551	156	30	,	,	PUNCT
cana-4551	156	31	applications	application	NOUN
cana-4551	156	32	and	and	CCONJ
cana-4551	156	33	challenges	challenge	NOUN
cana-4551	156	34	”	"	PUNCT
cana-4551	156	35	volume	volume	NOUN
cana-4551	156	36	26	26	NUM
cana-4551	156	37	,	,	PUNCT
cana-4551	156	38	15	15	NUM
cana-4551	156	39	november	november	NOUN
cana-4551	156	40	2021	2021	NUM
cana-4551	156	41	,	,	PUNCT
cana-4551	156	42	100270	100270	NUM
cana-4551	156	43	[	[	X
cana-4551	156	44	7	7	NUM
cana-4551	156	45	]	]	X
cana-4551	156	46	purba	purba	PROPN
cana-4551	156	47	daru	daru	PROPN
cana-4551	156	48	kusuma	kusuma	PROPN
cana-4551	156	49	,	,	PUNCT
cana-4551	156	50	“	"	PUNCT
cana-4551	156	51	distancescore	distancescore	ADJ
cana-4551	156	52	combined	combine	VERB
cana-4551	156	53	model	model	NOUN
cana-4551	156	54	in	in	ADP
cana-4551	156	55	automatic	automatic	ADJ
cana-4551	156	56	high	high	ADJ
cana-4551	156	57	school	school	NOUN
cana-4551	156	58	-	-	PUNCT
cana-4551	156	59	student	student	NOUN
cana-4551	156	60	enrolment	enrolment	NOUN
cana-4551	156	61	system	system	NOUN
cana-4551	156	62	”	"	PUNCT
cana-4551	156	63	journal	journal	NOUN
cana-4551	156	64	of	of	ADP
cana-4551	156	65	theoretical	theoretical	ADJ
cana-4551	156	66	and	and	CCONJ
cana-4551	156	67	applied	apply	VERB
cana-4551	156	68	information	information	NOUN
cana-4551	156	69	technology	technology	NOUN
cana-4551	156	70	,	,	PUNCT
cana-4551	156	71	31st	31st	ADJ
cana-4551	156	72	october	october	PROPN
cana-4551	156	73	2018	2018	NUM
cana-4551	156	74	.	.	PUNCT
cana-4551	157	1	vol.96	vol.96	PROPN
cana-4551	157	2	.	.	PUNCT
cana-4551	158	1	no	no	DET
cana-4551	158	2	20	20	NUM
cana-4551	159	1	[	[	SYM
cana-4551	159	2	8	8	NUM
cana-4551	159	3	]	]	PUNCT
cana-4551	159	4	anameje	anameje	VERB
cana-4551	159	5	chinwe	chinwe	PROPN
cana-4551	159	6	a	a	X
cana-4551	159	7	;	;	PUNCT
cana-4551	159	8	okeke	okeke	ADJ
cana-4551	159	9	,	,	PUNCT
cana-4551	159	10	ogochukwu	ogochukwu	ADJ
cana-4551	159	11	c.	c.	NOUN
cana-4551	159	12	“	"	PUNCT
cana-4551	159	13	development	development	NOUN
cana-4551	159	14	and	and	CCONJ
cana-4551	159	15	implementation	implementation	NOUN
cana-4551	159	16	of	of	ADP
cana-4551	159	17	student	student	NOUN
cana-4551	159	18	registration	registration	NOUN
cana-4551	159	19	portal	portal	NOUN
cana-4551	159	20	(	(	PUNCT
cana-4551	159	21	case	case	NOUN
cana-4551	159	22	study	study	NOUN
cana-4551	159	23	of	of	ADP
cana-4551	159	24	information	information	NOUN
cana-4551	159	25	technology	technology	PROPN
cana-4551	159	26	department	department	PROPN
cana-4551	159	27	)	)	PUNCT
cana-4551	159	28	.	.	PUNCT
cana-4551	159	29	”	"	PUNCT
cana-4551	160	1	volume	volume	NOUN
cana-4551	160	2	.	.	PUNCT
cana-4551	161	1	6	6	NUM
cana-4551	161	2	issue	issue	NOUN
cana-4551	161	3	.	.	PUNCT
cana-4551	162	1	5	5	NUM
cana-4551	162	2	,	,	PUNCT
cana-4551	162	3	may	may	AUX
cana-4551	162	4	2021	2021	NUM
cana-4551	162	5	,	,	PUNCT
cana-4551	162	6	international	international	ADJ
cana-4551	162	7	journal	journal	NOUN
cana-4551	162	8	of	of	ADP
cana-4551	162	9	innovative	innovative	ADJ
cana-4551	162	10	science	science	NOUN
cana-4551	162	11	and	and	CCONJ
cana-4551	162	12	research	research	NOUN
cana-4551	162	13	technology	technology	NOUN
cana-4551	162	14	(	(	PUNCT
cana-4551	162	15	ijisrt	ijisrt	NOUN
cana-4551	162	16	)	)	PUNCT
cana-4551	162	17	,	,	PUNCT
cana-4551	162	18	www.ijisrt.com	www.ijisrt.com	PROPN
cana-4551	162	19	.	.	PUNCT
cana-4551	163	1	issn	issn	PROPN
cana-4551	163	2	2456	2456	NUM
cana-4551	163	3	-	-	SYM
cana-4551	163	4	2165	2165	NUM
cana-4551	163	5	,	,	PUNCT
cana-4551	163	6	pp	pp	ADP
cana-4551	163	7	:	:	PUNCT
cana-4551	163	8	218	218	NUM
cana-4551	163	9	-	-	SYM
cana-4551	163	10	223	223	NUM
cana-4551	163	11	.	.	PUNCT
cana-4551	164	1	[	[	X
cana-4551	164	2	9	9	NUM
cana-4551	164	3	]	]	PUNCT
cana-4551	164	4	niño	niño	NOUN
cana-4551	164	5	v.	v.	CCONJ
cana-4551	164	6	hayagan	hayagan	PROPN
cana-4551	164	7	,	,	PUNCT
cana-4551	164	8	"	"	PUNCT
cana-4551	164	9	paperless	paperless	ADJ
cana-4551	164	10	enrolment	enrolment	NOUN
cana-4551	164	11	system	system	NOUN
cana-4551	164	12	:	:	PUNCT
cana-4551	164	13	functionality	functionality	NOUN
cana-4551	164	14	and	and	CCONJ
cana-4551	164	15	credibility	credibility	NOUN
cana-4551	164	16	as	as	ADP
cana-4551	164	17	an	an	DET
cana-4551	164	18	online	online	ADJ
cana-4551	164	19	platform	platform	NOUN
cana-4551	164	20	"	"	PUNCT
cana-4551	164	21	,	,	PUNCT
cana-4551	164	22	ijcsmc	ijcsmc	NOUN
cana-4551	164	23	,	,	PUNCT
cana-4551	164	24	vol	vol	NOUN
cana-4551	164	25	.	.	PROPN
cana-4551	164	26	11	11	NUM
cana-4551	164	27	,	,	PUNCT
cana-4551	164	28	issue	issue	NOUN
cana-4551	164	29	.	.	PUNCT
cana-4551	165	1	7	7	NUM
cana-4551	165	2	,	,	PUNCT
cana-4551	165	3	july	july	PROPN
cana-4551	165	4	2022	2022	NUM
cana-4551	165	5	,	,	PUNCT
cana-4551	165	6	pg.110	pg.110	PROPN
cana-4551	165	7	–	–	PUNCT
cana-4551	165	8	118	118	NUM
cana-4551	166	1	[	[	SYM
cana-4551	166	2	10	10	NUM
cana-4551	166	3	]	]	PUNCT
cana-4551	166	4	greg	greg	PROPN
cana-4551	166	5	s.	s.	PROPN
cana-4551	166	6	campos	campos	PROPN
cana-4551	166	7	“	"	PUNCT
cana-4551	166	8	development	development	NOUN
cana-4551	166	9	of	of	ADP
cana-4551	166	10	a	a	DET
cana-4551	166	11	computerized	computerized	ADJ
cana-4551	166	12	studentadvising	studentadvising	NOUN
cana-4551	166	13	and	and	CCONJ
cana-4551	166	14	enrolment	enrolment	NOUN
cana-4551	166	15	system	system	NOUN
cana-4551	166	16	”	"	PUNCT
cana-4551	166	17	volume	volume	NOUN
cana-4551	166	18	1	1	NUM
cana-4551	166	19	number	number	NOUN
cana-4551	166	20	4	4	NUM
cana-4551	166	21	,	,	PUNCT
cana-4551	166	22	april	april	PROPN
cana-4551	166	23	2019	2019	NUM
cana-4551	166	24	,	,	PUNCT
cana-4551	166	25	phillipines	phillipine	NOUN
cana-4551	166	26	[	[	X
cana-4551	166	27	11	11	NUM
cana-4551	166	28	]	]	PUNCT
cana-4551	166	29	sadique	sadique	ADJ
cana-4551	166	30	ahmad	ahmad	PROPN
cana-4551	166	31	,	,	PUNCT
cana-4551	166	32	mohammed	mohammed	PROPN
cana-4551	166	33	a.	a.	PROPN
cana-4551	166	34	el	el	PROPN
cana-4551	166	35	-	-	PUNCT
cana-4551	166	36	affendi	affendi	PROPN
cana-4551	166	37	,	,	PUNCT
cana-4551	166	38	m.	m.	NOUN
cana-4551	166	39	shahid	shahid	PROPN
cana-4551	166	40	anwar	anwar	PROPN
cana-4551	166	41	and	and	CCONJ
cana-4551	166	42	rizwan	rizwan	PROPN
cana-4551	166	43	iqbal	iqbal	PROPN
cana-4551	166	44	“	"	PUNCT
cana-4551	166	45	potential	potential	ADJ
cana-4551	166	46	future	future	ADJ
cana-4551	166	47	directions	direction	NOUN
cana-4551	166	48	in	in	ADP
cana-4551	166	49	optimization	optimization	NOUN
cana-4551	166	50	of	of	ADP
cana-4551	166	51	students	student	NOUN
cana-4551	166	52	’	’	PART
cana-4551	166	53	performance	performance	NOUN
cana-4551	166	54	prediction	prediction	NOUN
cana-4551	166	55	system	system	NOUN
cana-4551	166	56	”	"	PUNCT
cana-4551	166	57	17	17	NUM
cana-4551	166	58	may	may	PROPN
cana-4551	166	59	2022	2022	NUM
cana-4551	166	60	[	[	X
cana-4551	166	61	12	12	NUM
cana-4551	166	62	]	]	X
cana-4551	166	63	radhika	radhika	PROPN
cana-4551	166	64	bhanushali1	bhanushali1	PROPN
cana-4551	166	65	et	et	PROPN
cana-4551	166	66	al	al	PROPN
cana-4551	166	67	student	student	NOUN
cana-4551	166	68	management	management	NOUN
cana-4551	166	69	system	system	NOUN
cana-4551	166	70	volume	volume	NOUN
cana-4551	166	71	10	10	NUM
cana-4551	166	72	issue	issue	NOUN
cana-4551	166	73	vii	vii	PROPN
cana-4551	166	74	july	july	PROPN
cana-4551	166	75	2022	2022	NUM
cana-4551	166	76	new	new	ADJ
cana-4551	166	77	horizon	horizon	PROPN
cana-4551	166	78	institute	institute	PROPN
cana-4551	166	79	of	of	ADP
cana-4551	166	80	technology	technology	PROPN
cana-4551	166	81	and	and	CCONJ
cana-4551	166	82	management	management	NOUN
cana-4551	166	83	thane	thane	PROPN
cana-4551	166	84	,	,	PUNCT
cana-4551	166	85	india	india	PROPN
cana-4551	167	1	[	[	X
cana-4551	167	2	13	13	NUM
cana-4551	167	3	]	]	X
cana-4551	167	4	khajehzadeh	khajehzadeh	NOUN
cana-4551	167	5	,	,	PUNCT
cana-4551	167	6	m.	m.	NOUN
cana-4551	167	7	,	,	PUNCT
cana-4551	167	8	&	&	CCONJ
cana-4551	167	9	seifi	seifi	NOUN
cana-4551	167	10	,	,	PUNCT
cana-4551	167	11	a.	a.	NOUN
cana-4551	167	12	“	"	PUNCT
cana-4551	167	13	predicting	predict	VERB
cana-4551	167	14	student	student	NOUN
cana-4551	167	15	enrolment	enrolment	NOUN
cana-4551	167	16	using	use	VERB
cana-4551	167	17	genetic	genetic	ADJ
cana-4551	167	18	programming	programming	NOUN
cana-4551	167	19	.	.	PUNCT
cana-4551	167	20	”	"	PUNCT
cana-4551	168	1	(	(	PUNCT
cana-4551	168	2	2022	2022	NUM
cana-4551	168	3	)	)	PUNCT
cana-4551	168	4	,	,	PUNCT
cana-4551	168	5	journal	journal	NOUN
cana-4551	168	6	of	of	ADP
cana-4551	168	7	computing	computing	NOUN
cana-4551	168	8	in	in	ADP
cana-4551	168	9	higher	high	ADJ
cana-4551	168	10	education	education	NOUN
cana-4551	168	11	,	,	PUNCT
cana-4551	168	12	26(2	26(2	NUM
cana-4551	168	13	)	)	PUNCT
cana-4551	168	14	,	,	PUNCT
cana-4551	168	15	112	112	NUM
cana-4551	168	16	-	-	SYM
cana-4551	168	17	127	127	NUM
cana-4551	168	18	[	[	X
cana-4551	168	19	14	14	NUM
cana-4551	168	20	]	]	X
cana-4551	168	21	dr	dr	PROPN
cana-4551	168	22	.	.	PROPN
cana-4551	168	23	k.	k.	PROPN
cana-4551	168	24	venkatasubbiah.et	venkatasubbiah.et	PROPN
cana-4551	169	1	al	al	PROPN
cana-4551	169	2	.	.	PROPN
cana-4551	169	3	int	int	PROPN
cana-4551	169	4	.	.	PUNCT
cana-4551	170	1	journal	journal	PROPN
cana-4551	170	2	of	of	ADP
cana-4551	170	3	engineering	engineering	NOUN
cana-4551	170	4	research	research	NOUN
cana-4551	170	5	and	and	CCONJ
cana-4551	170	6	application	application	NOUN
cana-4551	170	7	www.ijera.com	www.ijera.com	NOUN
cana-4551	170	8	,	,	PUNCT
cana-4551	170	9	issn	issn	PROPN
cana-4551	170	10	:	:	PUNCT
cana-4551	170	11	2248	2248	NUM
cana-4551	170	12	-	-	SYM
cana-4551	170	13	9622	9622	NUM
cana-4551	170	14	,	,	PUNCT
cana-4551	170	15	vol	vol	NOUN
cana-4551	170	16	.	.	PROPN
cana-4551	170	17	6	6	NUM
cana-4551	170	18	,	,	PUNCT
cana-4551	170	19	issue	issue	NOUN
cana-4551	170	20	8	8	NUM
cana-4551	170	21	,	,	PUNCT
cana-4551	170	22	(	(	PUNCT
cana-4551	170	23	part	part	NOUN
cana-4551	170	24	-2	-2	NOUN
cana-4551	170	25	)	)	PUNCT
cana-4551	170	26	august	august	PROPN
cana-4551	170	27	2016	2016	NUM
cana-4551	170	28	,	,	PUNCT
cana-4551	170	29	pp.16	pp.16	PROPN
cana-4551	170	30	-	-	PUNCT
cana-4551	170	31	24	24	NUM
cana-4551	171	1	[	[	X
cana-4551	171	2	15	15	NUM
cana-4551	171	3	]	]	X
cana-4551	171	4	yuvrajnaikm	yuvrajnaikm	NOUN
cana-4551	171	5	,	,	PUNCT
cana-4551	171	6	a.likhitha	a.likhitha	INTJ
cana-4551	171	7	,	,	PUNCT
cana-4551	171	8	d.tejavardhan	d.tejavardhan	ADV
cana-4551	171	9	,	,	PUNCT
cana-4551	171	10	d.anusha	d.anusha	NOUN
cana-4551	171	11	,	,	PUNCT
cana-4551	171	12	n.fariza	n.fariza	NOUN
cana-4551	171	13	,	,	PUNCT
cana-4551	171	14	s.ganesh	s.ganesh	NOUN
cana-4551	171	15	"	"	PUNCT
cana-4551	171	16	student	student	NOUN
cana-4551	171	17	web	web	NOUN
cana-4551	171	18	portal	portal	PROPN
cana-4551	171	19	"	"	PUNCT
cana-4551	171	20	international	international	ADJ
cana-4551	171	21	journal	journal	NOUN
cana-4551	171	22	of	of	ADP
cana-4551	171	23	research	research	NOUN
cana-4551	171	24	publication	publication	NOUN
cana-4551	171	25	and	and	CCONJ
cana-4551	171	26	reviews	review	NOUN
cana-4551	171	27	,	,	PUNCT
cana-4551	171	28	vol	vol	NOUN
cana-4551	171	29	3	3	NUM
cana-4551	171	30	,	,	PUNCT
cana-4551	171	31	no	no	DET
cana-4551	171	32	6	6	NUM
cana-4551	171	33	,	,	PUNCT
cana-4551	171	34	pp	pp	ADP
cana-4551	171	35	2375	2375	NUM
cana-4551	171	36	-	-	SYM
cana-4551	171	37	2377	2377	NUM
cana-4551	171	38	,	,	PUNCT
cana-4551	171	39	june	june	PROPN
cana-4551	171	40	2022	2022	NUM
cana-4551	172	1	[	[	X
cana-4551	172	2	16	16	NUM
cana-4551	172	3	]	]	X
cana-4551	172	4	o.	o.	NOUN
cana-4551	172	5	bhaskar	bhaskar	NOUN
cana-4551	172	6	,	,	PUNCT
cana-4551	172	7	k.	k.	PROPN
cana-4551	172	8	uday	uday	PROPN
cana-4551	172	9	,	,	PUNCT
cana-4551	172	10	k.	k.	PROPN
cana-4551	172	11	parimala	parimala	PROPN
cana-4551	172	12	,	,	PUNCT
cana-4551	172	13	b.	b.	PROPN
cana-4551	172	14	haritha	haritha	PROPN
cana-4551	172	15	,	,	PUNCT
cana-4551	172	16	n.	n.	PROPN
cana-4551	172	17	vijaya	vijaya	PROPN
cana-4551	172	18	sai	sai	PROPN
cana-4551	172	19	,	,	PUNCT
cana-4551	172	20	k.	k.	PROPN
cana-4551	172	21	sai	sai	PROPN
cana-4551	172	22	joshna	joshna	PROPN
cana-4551	172	23	,	,	PUNCT
cana-4551	172	24	“	"	PUNCT
cana-4551	172	25	e	e	X
cana-4551	172	26	-	-	ADJ
cana-4551	172	27	learning	learn	VERB
cana-4551	172	28	and	and	CCONJ
cana-4551	172	29	campus	campus	NOUN
cana-4551	172	30	information	information	NOUN
cana-4551	172	31	system	system	NOUN
cana-4551	172	32	”	"	PUNCT
cana-4551	172	33	,	,	PUNCT
cana-4551	172	34	international	international	ADJ
cana-4551	172	35	journal	journal	NOUN
cana-4551	172	36	of	of	ADP
cana-4551	172	37	research	research	NOUN
cana-4551	172	38	publication	publication	NOUN
cana-4551	172	39	and	and	CCONJ
cana-4551	172	40	reviews	review	NOUN
cana-4551	172	41	,	,	PUNCT
cana-4551	172	42	vol	vol	NOUN
cana-4551	172	43	3	3	NUM
cana-4551	172	44	,	,	PUNCT
cana-4551	172	45	issue	issue	NOUN
cana-4551	172	46	6	6	NUM
cana-4551	172	47	,	,	PUNCT
cana-4551	172	48	pp	pp	ADV
cana-4551	172	49	2311	2311	NUM
cana-4551	172	50	-	-	SYM
cana-4551	172	51	2313	2313	NUM
cana-4551	172	52	,	,	PUNCT
cana-4551	172	53	june	june	PROPN
cana-4551	172	54	2022	2022	NUM
cana-4551	172	55	[	[	X
cana-4551	172	56	17	17	NUM
cana-4551	172	57	]	]	X
cana-4551	172	58	harr	harr	PROPN
cana-4551	172	59	and	and	CCONJ
cana-4551	172	60	gary	gary	PROPN
cana-4551	172	61	lynn	lynn	PROPN
cana-4551	172	62	“	"	PUNCT
cana-4551	172	63	connections	connection	NOUN
cana-4551	172	64	:	:	PUNCT
cana-4551	172	65	a	a	DET
cana-4551	172	66	comprehensive	comprehensive	ADJ
cana-4551	172	67	student	student	NOUN
cana-4551	172	68	portal	portal	NOUN
cana-4551	172	69	.	.	PUNCT
cana-4551	173	1	concept	concept	NOUN
cana-4551	173	2	paper	paper	NOUN
cana-4551	173	3	and	and	CCONJ
cana-4551	173	4	proposal	proposal	NOUN
cana-4551	173	5	”	"	PUNCT
cana-4551	173	6	eric	eric	PROPN
cana-4551	173	7	number	number	NOUN
cana-4551	173	8	:	:	PUNCT
cana-4551	173	9	ed474411	ed474411	ADJ
cana-4551	173	10	publication	publication	NOUN
cana-4551	173	11	date	date	NOUN
cana-4551	173	12	:	:	PUNCT
cana-4551	173	13	2002	2002	NUM
cana-4551	173	14	-	-	SYM
cana-4551	173	15	dec	dec	PROPN
cana-4551	174	1	[	[	X
cana-4551	174	2	18	18	NUM
cana-4551	174	3	]	]	X
cana-4551	174	4	jhanvi	jhanvi	PROPN
cana-4551	174	5	agarwal	agarwal	PROPN
cana-4551	174	6	,	,	PUNCT
cana-4551	174	7	renuka	renuka	PROPN
cana-4551	174	8	singh	singh	PROPN
cana-4551	174	9	,	,	PUNCT
cana-4551	174	10	mansi	mansi	PROPN
cana-4551	174	11	singh	singh	PROPN
cana-4551	174	12	,	,	PUNCT
cana-4551	174	13	mansi	mansi	PROPN
cana-4551	174	14	raghav	raghav	PROPN
cana-4551	174	15	,	,	PUNCT
cana-4551	174	16	"	"	PUNCT
cana-4551	174	17	department	department	NOUN
cana-4551	174	18	management	management	NOUN
cana-4551	174	19	system	system	NOUN
cana-4551	174	20	[	[	X
cana-4551	174	21	web	web	NOUN
cana-4551	174	22	-	-	PUNCT
cana-4551	174	23	based	base	VERB
cana-4551	174	24	application	application	NOUN
cana-4551	174	25	"	"	PUNCT
cana-4551	174	26	,	,	PUNCT
cana-4551	174	27	international	international	ADJ
cana-4551	174	28	journal	journal	NOUN
cana-4551	174	29	of	of	ADP
cana-4551	174	30	engineering	engineering	NOUN
cana-4551	174	31	applied	apply	VERB
cana-4551	174	32	sciences	science	NOUN
cana-4551	174	33	and	and	CCONJ
cana-4551	174	34	technology	technology	NOUN
cana-4551	174	35	,	,	PUNCT
cana-4551	174	36	june2020	june2020	PROPN
cana-4551	174	37	vol	vol	NOUN
cana-4551	174	38	.	.	PROPN
cana-4551	174	39	5	5	NUM
cana-4551	174	40	,	,	PUNCT
cana-4551	174	41	issue	issue	NOUN
cana-4551	174	42	2	2	NUM
cana-4551	174	43	,	,	PUNCT
cana-4551	174	44	issn	issn	VERB
cana-4551	174	45	no	no	NOUN
cana-4551	174	46	.	.	PROPN
cana-4551	174	47	2455	2455	NUM
cana-4551	174	48	-	-	SYM
cana-4551	174	49	2143	2143	NUM
cana-4551	174	50	,	,	PUNCT
cana-4551	174	51	pages	page	VERB
cana-4551	174	52	356	356	NUM
cana-4551	174	53	-	-	SYM
cana-4551	174	54	361	361	NUM
cana-4551	174	55	[	[	SYM
cana-4551	174	56	19	19	NUM
cana-4551	174	57	]	]	X
cana-4551	174	58	phani	phani	PROPN
cana-4551	174	59	kishore	kishore	PROPN
cana-4551	174	60	rompicharla1	rompicharla1	PROPN
cana-4551	174	61	,	,	PUNCT
cana-4551	174	62	p	p	NOUN
cana-4551	174	63	sumanth	sumanth	NOUN
cana-4551	174	64	,	,	PUNCT
cana-4551	174	65	md	md	PROPN
cana-4551	174	66	inamullah	inamullah	PROPN
cana-4551	174	67	"	"	PUNCT
cana-4551	174	68	college	college	NOUN
cana-4551	174	69	administrative	administrative	ADJ
cana-4551	174	70	system	system	NOUN
cana-4551	174	71	”	"	PUNCT
cana-4551	174	72	,	,	PUNCT
cana-4551	174	73	international	international	ADJ
cana-4551	174	74	research	research	NOUN
cana-4551	174	75	journal	journal	NOUN
cana-4551	174	76	of	of	ADP
cana-4551	174	77	engineering	engineering	NOUN
cana-4551	174	78	and	and	CCONJ
cana-4551	174	79	technology	technology	NOUN
cana-4551	174	80	(	(	PUNCT
cana-4551	174	81	irjet	irjet	NOUN
cana-4551	174	82	)	)	PUNCT
cana-4551	174	83	e	e	NOUN
cana-4551	174	84	-	-	PUNCT
cana-4551	174	85	issn	issn	NOUN
cana-4551	174	86	:	:	PUNCT
cana-4551	174	87	2395	2395	NUM
cana-4551	174	88	-	-	SYM
cana-4551	174	89	0056	0056	NUM
cana-4551	174	90	volume	volume	NOUN
cana-4551	174	91	:	:	PUNCT
cana-4551	174	92	07	07	NUM
cana-4551	174	93	issue	issue	NOUN
cana-4551	174	94	:	:	PUNCT
cana-4551	174	95	03	03	NUM
cana-4551	175	1	|	|	ADV
cana-4551	175	2	mar	mar	PROPN
cana-4551	175	3	2020	2020	NUM
cana-4551	175	4	marjan	marjan	PROPN
cana-4551	175	5	mansourvar	mansourvar	PROPN
cana-4551	175	6	,	,	PUNCT
cana-4551	175	7	norizan	norizan	NOUN
cana-4551	175	8	mohd	mohd	PROPN
cana-4551	175	9	yasin	yasin	PROPN
cana-4551	175	10	“	"	PUNCT
cana-4551	175	11	web	web	NOUN
cana-4551	175	12	communications	communication	NOUN
cana-4551	175	13	on	on	ADP
cana-4551	175	14	applied	apply	VERB
cana-4551	175	15	nonlinear	nonlinear	ADJ
cana-4551	175	16	analysis	analysis	NOUN
cana-4551	175	17	issn	issn	NOUN
cana-4551	175	18	:	:	PUNCT
cana-4551	175	19	1074	1074	NUM
cana-4551	175	20	-	-	PUNCT
cana-4551	175	21	133x	133x	NUM
cana-4551	175	22	vol	vol	NOUN
cana-4551	175	23	32	32	NUM
cana-4551	175	24	no	no	NOUN
cana-4551	175	25	.	.	PUNCT
cana-4551	176	1	9s	9s	NUM
cana-4551	176	2	(	(	PUNCT
cana-4551	176	3	2025	2025	NUM
cana-4551	176	4	)	)	PUNCT
cana-4551	176	5	2730	2730	NUM
cana-4551	177	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4551	177	2	portal	portal	PROPN
cana-4551	177	3	as	as	ADP
cana-4551	177	4	a	a	DET
cana-4551	177	5	knowledge	knowledge	NOUN
cana-4551	177	6	management	management	NOUN
cana-4551	177	7	system	system	NOUN
cana-4551	177	8	in	in	ADP
cana-4551	177	9	the	the	DET
cana-4551	177	10	universities	university	NOUN
cana-4551	177	11	”	"	PUNCT
cana-4551	177	12	,	,	PUNCT
cana-4551	177	13	world	world	PROPN
cana-4551	177	14	academy	academy	PROPN
cana-4551	177	15	of	of	ADP
cana-4551	177	16	science	science	PROPN
cana-4551	177	17	,	,	PUNCT
cana-4551	177	18	engineering	engineering	NOUN
cana-4551	177	19	and	and	CCONJ
cana-4551	177	20	technology	technology	NOUN
cana-4551	177	21	70	70	NUM
cana-4551	177	22	2010	2010	NUM
cana-4551	177	23	[	[	X
cana-4551	177	24	20	20	NUM
cana-4551	177	25	]	]	X
cana-4551	177	26	stephen	stephen	PROPN
cana-4551	177	27	mckenzie	mckenzie	PROPN
cana-4551	177	28	,	,	PUNCT
cana-4551	177	29	filia	filia	PROPN
cana-4551	177	30	garivaldis	garivaldis	PROPN
cana-4551	177	31	,	,	PUNCT
cana-4551	177	32	angelos	angelos	PROPN
cana-4551	177	33	rodafinos	rodafinos	PROPN
cana-4551	177	34	"	"	PUNCT
cana-4551	177	35	a	a	DET
cana-4551	177	36	fully	fully	ADV
cana-4551	177	37	online	online	ADJ
cana-4551	177	38	research	research	NOUN
cana-4551	177	39	portal	portal	NOUN
cana-4551	177	40	for	for	ADP
cana-4551	177	41	research	research	NOUN
cana-4551	177	42	students	student	NOUN
cana-4551	177	43	and	and	CCONJ
cana-4551	177	44	researchers	researcher	NOUN
cana-4551	177	45	"	"	PUNCT
cana-4551	177	46	,	,	PUNCT
cana-4551	177	47	journal	journal	NOUN
cana-4551	177	48	of	of	ADP
cana-4551	177	49	information	information	NOUN
cana-4551	177	50	technology	technology	NOUN
cana-4551	177	51	education	education	NOUN
cana-4551	177	52	:	:	PUNCT
cana-4551	177	53	innovations	innovation	NOUN
cana-4551	177	54	in	in	ADP
cana-4551	177	55	practice	practice	NOUN
cana-4551	177	56	,	,	PUNCT
cana-4551	177	57	volume	volume	NOUN
cana-4551	177	58	17,2018	17,2018	NOUN
cana-4551	178	1	[	[	X
cana-4551	178	2	21	21	NUM
cana-4551	178	3	]	]	X
cana-4551	178	4	y.	y.	PROPN
cana-4551	178	5	a.	a.	PROPN
cana-4551	178	6	baheshm1	baheshm1	PROPN
cana-4551	178	7	,	,	PUNCT
cana-4551	178	8	a.	a.	PROPN
cana-4551	178	9	o.	o.	PROPN
cana-4551	178	10	aldhaibani2	aldhaibani2	PROPN
cana-4551	178	11	,	,	PUNCT
cana-4551	178	12	s.	s.	PROPN
cana-4551	178	13	a.	a.	PROPN
cana-4551	178	14	al	al	PROPN
cana-4551	178	15	-	-	PUNCT
cana-4551	178	16	shami3	shami3	PROPN
cana-4551	178	17	,	,	PUNCT
cana-4551	178	18	"	"	PUNCT
cana-4551	178	19	online	online	ADJ
cana-4551	178	20	student	student	NOUN
cana-4551	178	21	portal	portal	NOUN
cana-4551	178	22	"	"	PUNCT
cana-4551	178	23	,	,	PUNCT
cana-4551	178	24	international	international	ADJ
cana-4551	178	25	research	research	NOUN
cana-4551	178	26	journal	journal	NOUN
cana-4551	178	27	of	of	ADP
cana-4551	178	28	engineering	engineering	NOUN
cana-4551	178	29	and	and	CCONJ
cana-4551	178	30	technology	technology	NOUN
cana-4551	178	31	(	(	PUNCT
cana-4551	178	32	irjet	irjet	NOUN
cana-4551	178	33	)	)	PUNCT
cana-4551	178	34	e	e	NOUN
cana-4551	178	35	-	-	PUNCT
cana-4551	178	36	issn	issn	NOUN
cana-4551	178	37	:	:	PUNCT
cana-4551	178	38	2395	2395	NUM
cana-4551	178	39	-	-	SYM
cana-4551	178	40	0056	0056	NUM
cana-4551	178	41	volume	volume	NOUN
cana-4551	178	42	:	:	PUNCT
cana-4551	178	43	08	08	NUM
cana-4551	178	44	issue	issue	NOUN
cana-4551	178	45	:	:	PUNCT
cana-4551	178	46	02	02	NUM
cana-4551	178	47	|	|	CCONJ
cana-4551	178	48	feb	feb	PROPN
cana-4551	178	49	2021	2021	NUM
cana-4551	178	50	rupal	rupal	NOUN
cana-4551	178	51	more1	more1	PROPN
cana-4551	178	52	,	,	PUNCT
cana-4551	178	53	neha	neha	NOUN
cana-4551	178	54	chavan2	chavan2	NOUN
cana-4551	178	55	,	,	PUNCT
cana-4551	178	56	nisarg	nisarg	PROPN
cana-4551	178	57	kendre3	kendre3	PROPN
cana-4551	178	58	,	,	PUNCT
cana-4551	179	1	prof	prof	PROPN
cana-4551	179	2	.	.	PUNCT
cana-4551	179	3	arti	arti	PROPN
cana-4551	180	1	devmane4	devmane4	NOUN
cana-4551	180	2	,	,	PUNCT
cana-4551	180	3	"	"	PUNCT
cana-4551	180	4	rupal	rupal	NOUN
cana-4551	180	5	more1	more1	PROPN
cana-4551	180	6	,	,	PUNCT
cana-4551	180	7	neha	neha	NOUN
cana-4551	180	8	chavan2	chavan2	NOUN
cana-4551	180	9	,	,	PUNCT
cana-4551	180	10	nisarg	nisarg	PROPN
cana-4551	180	11	kendre3	kendre3	PROPN
cana-4551	180	12	,	,	PUNCT
cana-4551	180	13	prof	prof	PROPN
cana-4551	180	14	.	.	PUNCT
cana-4551	180	15	arti	arti	PROPN
cana-4551	180	16	devmane4	devmane4	NOUN
cana-4551	180	17	"	"	PUNCT
cana-4551	180	18	,	,	PUNCT
cana-4551	180	19	international	international	ADJ
cana-4551	180	20	journal	journal	NOUN
cana-4551	180	21	for	for	ADP
cana-4551	180	22	research	research	NOUN
cana-4551	180	23	in	in	ADP
cana-4551	180	24	applied	apply	VERB
cana-4551	180	25	science	science	PROPN
cana-4551	180	26	&	&	CCONJ
cana-4551	180	27	engineering	engineering	PROPN
cana-4551	180	28	technology	technology	NOUN
cana-4551	180	29	(	(	PUNCT
cana-4551	180	30	ijraset	ijraset	PROPN
cana-4551	180	31	)	)	PUNCT
cana-4551	180	32	issn	issn	PROPN
cana-4551	180	33	:	:	PUNCT
cana-4551	180	34	2321	2321	NUM
cana-4551	180	35	-	-	SYM
cana-4551	180	36	9653	9653	NUM
cana-4551	180	37	;	;	PUNCT
cana-4551	180	38	volume	volume	NOUN
cana-4551	180	39	10	10	NUM
cana-4551	180	40	issue	issue	NOUN
cana-4551	180	41	iv	iv	NUM
cana-4551	180	42	apr	apr	NOUN
cana-4551	180	43	2022	2022	NUM
cana-4551	181	1	[	[	X
cana-4551	181	2	22	22	NUM
cana-4551	181	3	]	]	X
cana-4551	181	4	aryan	aryan	PROPN
cana-4551	181	5	singh	singh	PROPN
cana-4551	181	6	,	,	PUNCT
cana-4551	181	7	aakash	aakash	PROPN
cana-4551	181	8	kumar	kumar	PROPN
cana-4551	181	9	,	,	PUNCT
cana-4551	181	10	rakshit	rakshit	PROPN
cana-4551	181	11	gola	gola	PROPN
cana-4551	181	12	,	,	PUNCT
cana-4551	181	13	shivam	shivam	PROPN
cana-4551	181	14	pandey	pandey	PROPN
cana-4551	181	15	,	,	PUNCT
cana-4551	181	16	saurabh	saurabh	PROPN
cana-4551	181	17	kaushik	kaushik	PROPN
cana-4551	181	18	,	,	PUNCT
cana-4551	181	19	"	"	PUNCT
cana-4551	181	20	student	student	NOUN
cana-4551	181	21	portal	portal	ADJ
cana-4551	181	22	mobile	mobile	ADJ
cana-4551	181	23	application	application	NOUN
cana-4551	181	24	"	"	PUNCT
cana-4551	181	25	,	,	PUNCT
cana-4551	181	26	international	international	ADJ
cana-4551	181	27	journal	journal	NOUN
cana-4551	181	28	of	of	ADP
cana-4551	181	29	research	research	NOUN
cana-4551	181	30	publication	publication	NOUN
cana-4551	181	31	and	and	CCONJ
cana-4551	181	32	reviews	review	NOUN
cana-4551	181	33	,	,	PUNCT
cana-4551	181	34	vol	vol	NOUN
cana-4551	181	35	5	5	NUM
cana-4551	181	36	,	,	PUNCT
cana-4551	181	37	no	no	DET
cana-4551	181	38	5	5	NUM
cana-4551	181	39	,	,	PUNCT
cana-4551	181	40	pp	pp	ADP
cana-4551	181	41	10044	10044	NUM
cana-4551	181	42	-	-	SYM
cana-4551	181	43	10048	10048	NUM
cana-4551	181	44	may	may	PROPN
cana-4551	181	45	2024	2024	NUM
cana-4551	181	46	[	[	X
cana-4551	181	47	23	23	NUM
cana-4551	181	48	]	]	X
cana-4551	181	49	azham	azham	PROPN
cana-4551	181	50	hussain	hussain	PROPN
cana-4551	181	51	;	;	PUNCT
cana-4551	181	52	sadiq	sadiq	PROPN
cana-4551	181	53	aliyu	aliyu	PROPN
cana-4551	181	54	;	;	PUNCT
cana-4551	181	55	mustafa	mustafa	PROPN
cana-4551	181	56	m.	m.	PROPN
cana-4551	181	57	barakat	barakat	PROPN
cana-4551	181	58	;	;	PUNCT
cana-4551	181	59	fatma	fatma	PROPN
cana-4551	181	60	maki	maki	NOUN
cana-4551	181	61	,	,	PUNCT
cana-4551	181	62	"	"	PUNCT
cana-4551	181	63	issue	issue	NOUN
cana-4551	181	64	cover	cover	NOUN
cana-4551	181	65	proceedings	proceeding	NOUN
cana-4551	181	66	of	of	ADP
cana-4551	181	67	the	the	DET
cana-4551	181	68	3rd	3rd	ADJ
cana-4551	181	69	international	international	ADJ
cana-4551	181	70	conference	conference	NOUN
cana-4551	181	71	on	on	ADP
cana-4551	181	72	applied	apply	VERB
cana-4551	181	73	science	science	NOUN
cana-4551	181	74	and	and	CCONJ
cana-4551	181	75	technology	technology	NOUN
cana-4551	181	76	(	(	PUNCT
cana-4551	181	77	icast’18	icast’18	NOUN
cana-4551	181	78	)	)	PUNCT
cana-4551	182	1	10–12	10–12	NUM
cana-4551	182	2	april	april	PROPN
cana-4551	182	3	2018	2018	NUM
cana-4551	182	4	penang	penang	PROPN
cana-4551	182	5	,	,	PUNCT
cana-4551	182	6	"	"	PUNCT
cana-4551	182	7	assessing	assess	VERB
cana-4551	182	8	and	and	CCONJ
cana-4551	182	9	testing	test	VERB
cana-4551	182	10	the	the	DET
cana-4551	182	11	usability	usability	NOUN
cana-4551	182	12	of	of	ADP
cana-4551	182	13	student	student	NOUN
cana-4551	182	14	portal	portal	NOUN
cana-4551	182	15	"	"	PUNCT
cana-4551	182	16	,	,	PUNCT
cana-4551	182	17	proceedings	proceeding	NOUN
cana-4551	182	18	of	of	ADP
cana-4551	182	19	the	the	DET
cana-4551	182	20	3rd	3rd	ADJ
cana-4551	182	21	international	international	ADJ
cana-4551	182	22	conference	conference	NOUN
cana-4551	182	23	on	on	ADP
cana-4551	182	24	applied	apply	VERB
cana-4551	182	25	science	science	NOUN
cana-4551	182	26	and	and	CCONJ
cana-4551	182	27	technology	technology	NOUN
cana-4551	182	28	(	(	PUNCT
cana-4551	182	29	icast’18	icast’18	PROPN
cana-4551	182	30	)	)	PUNCT
cana-4551	182	31	,	,	PUNCT
cana-4551	182	32	september	september	PROPN
cana-4551	182	33	26	26	NUM
cana-4551	182	34	2018	2018	NUM
cana-4551	182	35	[	[	X
cana-4551	182	36	24	24	NUM
cana-4551	182	37	]	]	PUNCT
cana-4551	182	38	vamshi	vamshi	PROPN
cana-4551	182	39	krishna	krishna	PROPN
cana-4551	182	40	n	n	PROPN
cana-4551	182	41	1	1	NUM
cana-4551	182	42	,	,	PUNCT
cana-4551	182	43	sakthivel	sakthivel	NOUN
cana-4551	182	44	n	n	NOUN
cana-4551	182	45	,	,	PUNCT
cana-4551	182	46	"	"	PUNCT
cana-4551	182	47	student	student	NOUN
cana-4551	182	48	portal	portal	NOUN
cana-4551	182	49	:	:	PUNCT
cana-4551	182	50	an	an	DET
cana-4551	182	51	online	online	ADJ
cana-4551	182	52	platform	platform	NOUN
cana-4551	182	53	for	for	ADP
cana-4551	182	54	students	student	NOUN
cana-4551	182	55	"	"	PUNCT
cana-4551	182	56	,	,	PUNCT
cana-4551	182	57	international	international	ADJ
cana-4551	182	58	journal	journal	NOUN
cana-4551	182	59	of	of	ADP
cana-4551	182	60	progressive	progressive	ADJ
cana-4551	182	61	research	research	NOUN
cana-4551	182	62	in	in	ADP
cana-4551	182	63	science	science	NOUN
cana-4551	182	64	and	and	CCONJ
cana-4551	182	65	engineering	engineering	NOUN
cana-4551	182	66	,	,	PUNCT
cana-4551	182	67	vol.3	vol.3	PROPN
cana-4551	182	68	,	,	PUNCT
cana-4551	182	69	no.03	no.03	PROPN
cana-4551	182	70	,	,	PUNCT
cana-4551	182	71	march	march	PROPN
cana-4551	182	72	2022	2022	NUM
cana-4551	182	73	.	.	PUNCT
cana-4551	183	1	[	[	X
cana-4551	183	2	25	25	NUM
cana-4551	183	3	]	]	PUNCT
cana-4551	183	4	adewole	adewole	NOUN
cana-4551	183	5	k.s	k.s	PROPN
cana-4551	183	6	.	.	PROPN
cana-4551	183	7	mabayoje	mabayoje	PROPN
cana-4551	183	8	m.a	m.a	PROPN
cana-4551	183	9	.	.	PROPN
cana-4551	183	10	&	&	CCONJ
cana-4551	183	11	oke	oke	VERB
cana-4551	183	12	j.o,"student	j.o,"student	PROPN
cana-4551	183	13	web	web	NOUN
cana-4551	183	14	self	self	NOUN
cana-4551	183	15	-	-	PUNCT
cana-4551	183	16	service	service	NOUN
cana-4551	183	17	portal	portal	NOUN
cana-4551	183	18	for	for	ADP
cana-4551	183	19	a	a	DET
cana-4551	183	20	tertiary	tertiary	ADJ
cana-4551	183	21	institution	institution	NOUN
cana-4551	183	22	,	,	PUNCT
cana-4551	183	23	covenant	covenant	ADJ
cana-4551	183	24	journal	journal	NOUN
cana-4551	183	25	of	of	ADP
cana-4551	183	26	informatics	informatics	PROPN
cana-4551	183	27	&	&	CCONJ
cana-4551	183	28	communication	communication	PROPN
cana-4551	183	29	technology	technology	NOUN
cana-4551	183	30	vol	vol	NOUN
cana-4551	183	31	.	.	PROPN
cana-4551	183	32	4	4	NUM
cana-4551	183	33	no	no	NOUN
cana-4551	183	34	.	.	NOUN
cana-4551	183	35	2	2	NUM
cana-4551	183	36	,	,	PUNCT
cana-4551	183	37	dec	dec	PROPN
cana-4551	183	38	,	,	PUNCT
cana-4551	183	39	2016	2016	NUM
cana-4551	183	40	[	[	X
cana-4551	183	41	26	26	NUM
cana-4551	183	42	]	]	X
cana-4551	183	43	m	m	VERB
cana-4551	183	44	gupta	gupta	PROPN
cana-4551	183	45	and	and	CCONJ
cana-4551	183	46	s	s	PRON
cana-4551	183	47	arsden	arsden	NOUN
cana-4551	183	48	(	(	PUNCT
cana-4551	183	49	2018	2018	NUM
cana-4551	183	50	)	)	PUNCT
cana-4551	183	51	,	,	PUNCT
cana-4551	183	52	lessons	lesson	NOUN
cana-4551	183	53	learned	learn	VERB
cana-4551	183	54	from	from	ADP
cana-4551	183	55	implementing	implement	VERB
cana-4551	183	56	e	e	NOUN
cana-4551	183	57	-	-	NOUN
cana-4551	183	58	learning	learn	VERB
cana-4551	183	59	for	for	ADP
cana-4551	183	60	the	the	DET
cana-4551	183	61	education	education	NOUN
cana-4551	183	62	of	of	ADP
cana-4551	183	63	health	health	NOUN
cana-4551	183	64	professionals	professional	NOUN
cana-4551	183	65	in	in	ADP
cana-4551	183	66	resource	resource	NOUN
cana-4551	183	67	-	-	PUNCT
cana-4551	183	68	constrained	constrain	VERB
cana-4551	183	69	countries	country	NOUN
cana-4551	183	70	pp.12	pp.12	NOUN
cana-4551	183	71	-	-	NUM
cana-4551	183	72	30	30	NUM
cana-4551	183	73	[	[	SYM
cana-4551	183	74	27	27	NUM
cana-4551	183	75	]	]	X
cana-4551	183	76	k	k	PROPN
cana-4551	183	77	thuraya	thuraya	PROPN
cana-4551	183	78	(	(	PUNCT
cana-4551	183	79	2015	2015	NUM
cana-4551	183	80	)	)	PUNCT
cana-4551	183	81	,	,	PUNCT
cana-4551	183	82	improving	improve	VERB
cana-4551	183	83	the	the	DET
cana-4551	183	84	effectiveness	effectiveness	NOUN
cana-4551	183	85	of	of	ADP
cana-4551	183	86	e	e	NOUN
cana-4551	183	87	-	-	ADJ
cana-4551	183	88	learning	learn	VERB
cana-4551	183	89	implementation	implementation	NOUN
cana-4551	183	90	in	in	ADP
cana-4551	183	91	the	the	DET
cana-4551	183	92	school	school	NOUN
cana-4551	183	93	of	of	ADP
cana-4551	183	94	engineering	engineering	NOUN
cana-4551	183	95	at	at	ADP
cana-4551	183	96	tripoli	tripoli	PROPN
cana-4551	183	97	university	university	PROPN
cana-4551	183	98	.	.	PUNCT
cana-4551	184	1	doctoral	doctoral	ADJ
cana-4551	184	2	thesis	thesis	NOUN
cana-4551	184	3	,	,	PUNCT
cana-4551	184	4	university	university	NOUN
cana-4551	184	5	of	of	ADP
cana-4551	184	6	huddersfie	huddersfie	NOUN
cana-4551	184	7	[	[	X
cana-4551	184	8	28	28	NUM
cana-4551	184	9	]	]	PUNCT
cana-4551	184	10	a.	a.	PROPN
cana-4551	184	11	k.	k.	PROPN
cana-4551	184	12	prewar	prewar	PROPN
cana-4551	184	13	,	,	PUNCT
cana-4551	184	14	t.	t.	PROPN
cana-4551	184	15	d.	d.	PROPN
cana-4551	184	16	sofianti	sofianti	PROPN
cana-4551	184	17	and	and	CCONJ
cana-4551	184	18	d.	d.	PROPN
cana-4551	184	19	y.	y.	PROPN
cana-4551	184	20	indrayadi	indrayadi	PROPN
cana-4551	184	21	(	(	PUNCT
cana-4551	184	22	2015	2015	NUM
cana-4551	184	23	)	)	PUNCT
cana-4551	184	24	,	,	PUNCT
cana-4551	184	25	developing	develop	VERB
cana-4551	184	26	e	e	NOUN
cana-4551	184	27	-	-	ADJ
cana-4551	184	28	learning	learn	VERB
cana-4551	184	29	system	system	NOUN
cana-4551	184	30	to	to	PART
cana-4551	184	31	support	support	VERB
cana-4551	184	32	teaching	teaching	NOUN
cana-4551	184	33	and	and	CCONJ
cana-4551	184	34	learning	learn	VERB
cana-4551	184	35	activities	activity	NOUN
cana-4551	184	36	using	use	VERB
cana-4551	184	37	dsdm	dsdm	NOUN
cana-4551	184	38	approach	approach	NOUN
cana-4551	184	39	,	,	PUNCT
cana-4551	184	40	performa	performa	X
cana-4551	184	41	(	(	PUNCT
cana-4551	184	42	2015	2015	NUM
cana-4551	184	43	)	)	PUNCT
cana-4551	184	44	pp.41	pp.41	NOUN
cana-4551	184	45	-	-	PUNCT
cana-4551	184	46	52	52	NUM
cana-4551	184	47	[	[	SYM
cana-4551	184	48	29	29	NUM
cana-4551	184	49	]	]	X
cana-4551	184	50	mina	mina	ADJ
cana-4551	184	51	abdoli	abdoli	NOUN
cana-4551	184	52	and	and	CCONJ
cana-4551	184	53	mahdi	mahdi	PROPN
cana-4551	184	54	javanmard	javanmard	PROPN
cana-4551	184	55	,	,	PUNCT
cana-4551	184	56	"	"	PUNCT
cana-4551	184	57	supporting	support	VERB
cana-4551	184	58	learning	learn	VERB
cana-4551	184	59	through	through	ADP
cana-4551	184	60	the	the	DET
cana-4551	184	61	use	use	NOUN
cana-4551	184	62	of	of	ADP
cana-4551	184	63	academic	academic	ADJ
cana-4551	184	64	portal	portal	NOUN
cana-4551	184	65	"	"	PUNCT
cana-4551	184	66	advances	advance	NOUN
cana-4551	184	67	in	in	ADP
cana-4551	184	68	natural	natural	ADJ
cana-4551	184	69	and	and	CCONJ
cana-4551	184	70	applied	applied	ADJ
cana-4551	184	71	sciences	science	NOUN
cana-4551	184	72	,	,	PUNCT
cana-4551	184	73	8(10	8(10	NUM
cana-4551	184	74	)	)	PUNCT
cana-4551	184	75	special	special	ADJ
cana-4551	184	76	2014	2014	NUM
cana-4551	184	77	,	,	PUNCT
cana-4551	184	78	pages	page	NOUN
cana-4551	184	79	:	:	PUNCT
cana-4551	184	80	49	49	NUM
cana-4551	184	81	-	-	SYM
cana-4551	184	82	53	53	NUM
cana-4551	185	1	[	[	SYM
cana-4551	185	2	30	30	NUM
cana-4551	185	3	]	]	PUNCT
cana-4551	185	4	rupal	rupal	NOUN
cana-4551	185	5	more1	more1	PROPN
cana-4551	185	6	,	,	PUNCT
cana-4551	185	7	neha	neha	NOUN
cana-4551	185	8	chavan	chavan	NOUN
cana-4551	185	9	,	,	PUNCT
cana-4551	185	10	nisarg	nisarg	PROPN
cana-4551	185	11	kendre	kendre	PROPN
cana-4551	185	12	,	,	PUNCT
cana-4551	185	13	prof	prof	PROPN
cana-4551	185	14	.	.	PROPN
cana-4551	185	15	arti	arti	PROPN
cana-4551	185	16	devmane	devmane	NOUN
cana-4551	185	17	,	,	PUNCT
cana-4551	185	18	"	"	PUNCT
cana-4551	185	19	rupal	rupal	NOUN
cana-4551	185	20	more1	more1	PROPN
cana-4551	185	21	,	,	PUNCT
cana-4551	185	22	neha	neha	NOUN
cana-4551	185	23	chavan2	chavan2	NOUN
cana-4551	185	24	,	,	PUNCT
cana-4551	185	25	nisarg	nisarg	PROPN
cana-4551	185	26	kendre3	kendre3	PROPN
cana-4551	185	27	,	,	PUNCT
cana-4551	185	28	prof	prof	PROPN
cana-4551	185	29	.	.	PUNCT
cana-4551	185	30	arti	arti	PROPN
cana-4551	185	31	devmane4	devmane4	NOUN
cana-4551	185	32	"	"	PUNCT
cana-4551	185	33	,	,	PUNCT
cana-4551	185	34	international	international	ADJ
cana-4551	185	35	journal	journal	NOUN
cana-4551	185	36	for	for	ADP
cana-4551	185	37	research	research	NOUN
cana-4551	185	38	in	in	ADP
cana-4551	185	39	applied	apply	VERB
cana-4551	185	40	science	science	PROPN
cana-4551	185	41	&	&	CCONJ
cana-4551	185	42	engineering	engineering	PROPN
cana-4551	185	43	technology	technology	NOUN
cana-4551	185	44	(	(	PUNCT
cana-4551	185	45	ijraset	ijraset	PROPN
cana-4551	185	46	)	)	PUNCT
cana-4551	185	47	issn	issn	PROPN
cana-4551	185	48	:	:	PUNCT
cana-4551	185	49	2321	2321	NUM
cana-4551	185	50	-	-	SYM
cana-4551	185	51	9653	9653	NUM
cana-4551	185	52	;	;	PUNCT
cana-4551	185	53	volume	volume	NOUN
cana-4551	185	54	10	10	NUM
cana-4551	185	55	issue	issue	NOUN
cana-4551	185	56	iv	iv	NUM
cana-4551	185	57	apr	apr	NOUN
cana-4551	185	58	2022	2022	NUM