id	sid	tid	token	lemma	pos
cte-112	1	1	methods	method	NOUN
cte-112	1	2	for	for	ADP
cte-112	1	3	predicting	predict	VERB
cte-112	1	4	the	the	DET
cte-112	1	5	assessment	assessment	NOUN
cte-112	1	6	of	of	ADP
cte-112	1	7	the	the	DET
cte-112	1	8	quality	quality	NOUN
cte-112	1	9	of	of	ADP
cte-112	1	10	educational	educational	ADJ
cte-112	1	11	programs	program	NOUN
cte-112	1	12	and	and	CCONJ
cte-112	1	13	educational	educational	ADJ
cte-112	1	14	activities	activity	NOUN
cte-112	1	15	using	use	VERB
cte-112	1	16	a	a	DET
cte-112	1	17	neuro	neuro	ADJ
cte-112	1	18	-	-	PUNCT
cte-112	1	19	fuzzy	fuzzy	ADJ
cte-112	1	20	approach	approach	NOUN
cte-112	1	21	cte	cte	NOUN
cte-112	1	22	workshop	workshop	NOUN
cte-112	1	23	proceedings	proceeding	NOUN
cte-112	1	24	,	,	PUNCT
cte-112	1	25	2022	2022	NUM
cte-112	1	26	,	,	PUNCT
cte-112	1	27	vol	vol	NOUN
cte-112	1	28	.	.	NOUN
cte-112	1	29	9	9	NUM
cte-112	1	30	:	:	PUNCT
cte-112	1	31	cte-2021	cte-2021	NOUN
cte-112	1	32	,	,	PUNCT
cte-112	1	33	pp	pp	ADP
cte-112	1	34	.	.	PUNCT
cte-112	2	1	154	154	NUM
cte-112	2	2	-	-	SYM
cte-112	2	3	169	169	NUM
cte-112	2	4	methods	method	NOUN
cte-112	2	5	for	for	ADP
cte-112	2	6	predicting	predict	VERB
cte-112	2	7	the	the	DET
cte-112	2	8	assessment	assessment	NOUN
cte-112	2	9	of	of	ADP
cte-112	2	10	the	the	DET
cte-112	2	11	quality	quality	NOUN
cte-112	2	12	of	of	ADP
cte-112	2	13	educational	educational	ADJ
cte-112	2	14	programs	program	NOUN
cte-112	2	15	and	and	CCONJ
cte-112	2	16	educational	educational	ADJ
cte-112	2	17	activities	activity	NOUN
cte-112	2	18	using	use	VERB
cte-112	2	19	a	a	DET
cte-112	2	20	neuro	neuro	ADJ
cte-112	2	21	-	-	PUNCT
cte-112	2	22	fuzzy	fuzzy	ADJ
cte-112	2	23	approach	approach	NOUN
cte-112	2	24	andriy	andriy	NOUN
cte-112	2	25	v.	v.	ADP
cte-112	2	26	ryabko1	ryabko1	PROPN
cte-112	2	27	,	,	PUNCT
cte-112	2	28	oksana	oksana	PROPN
cte-112	2	29	v.	v.	PROPN
cte-112	2	30	zaika1	zaika1	PROPN
cte-112	2	31	,	,	PUNCT
cte-112	2	32	roman	roman	ADJ
cte-112	2	33	p.	p.	PROPN
cte-112	2	34	kukharchuk1	kukharchuk1	PROPN
cte-112	2	35	,	,	PUNCT
cte-112	2	36	tetiana	tetiana	PROPN
cte-112	2	37	a.	a.	PROPN
cte-112	2	38	vakaliuk2,3,4	vakaliuk2,3,4	PROPN
cte-112	2	39	and	and	CCONJ
cte-112	2	40	viacheslav	viacheslav	NOUN
cte-112	2	41	v.	v.	ADP
cte-112	2	42	osadchyi5	osadchyi5	PROPN
cte-112	2	43	1olexander	1olexander	NUM
cte-112	2	44	dovzhenko	dovzhenko	ADJ
cte-112	2	45	glukhiv	glukhiv	PROPN
cte-112	2	46	national	national	PROPN
cte-112	2	47	pedagogical	pedagogical	PROPN
cte-112	2	48	university	university	NOUN
cte-112	2	49	,	,	PUNCT
cte-112	2	50	24	24	NUM
cte-112	2	51	kyievo	kyievo	ADJ
cte-112	2	52	-	-	PUNCT
cte-112	2	53	moskovska	moskovska	NOUN
cte-112	2	54	str	str	NOUN
cte-112	2	55	.	.	PUNCT
cte-112	2	56	,	,	PUNCT
cte-112	2	57	glukhiv	glukhiv	PROPN
cte-112	2	58	,	,	PUNCT
cte-112	2	59	41400	41400	NUM
cte-112	2	60	,	,	PUNCT
cte-112	2	61	ukraine	ukraine	NOUN
cte-112	2	62	2zhytomyr	2zhytomyr	NUM
cte-112	2	63	polytechnic	polytechnic	ADJ
cte-112	2	64	state	state	NOUN
cte-112	2	65	university	university	NOUN
cte-112	2	66	,	,	PUNCT
cte-112	2	67	103	103	NUM
cte-112	2	68	chudnivsyka	chudnivsyka	NOUN
cte-112	2	69	str	str	NOUN
cte-112	2	70	.	.	PUNCT
cte-112	2	71	,	,	PUNCT
cte-112	2	72	zhytomyr	zhytomyr	PROPN
cte-112	2	73	,	,	PUNCT
cte-112	2	74	10005	10005	NUM
cte-112	2	75	,	,	PUNCT
cte-112	2	76	ukraine	ukraine	NOUN
cte-112	2	77	3institute	3institute	NUM
cte-112	2	78	for	for	ADP
cte-112	2	79	digitalisation	digitalisation	NOUN
cte-112	2	80	of	of	ADP
cte-112	2	81	education	education	NOUN
cte-112	2	82	of	of	ADP
cte-112	2	83	the	the	DET
cte-112	2	84	national	national	PROPN
cte-112	2	85	academy	academy	PROPN
cte-112	2	86	of	of	ADP
cte-112	2	87	educational	educational	ADJ
cte-112	2	88	sciences	science	NOUN
cte-112	2	89	of	of	ADP
cte-112	2	90	ukraine	ukraine	NOUN
cte-112	2	91	,	,	PUNCT
cte-112	2	92	9	9	NUM
cte-112	2	93	m.	m.	NOUN
cte-112	2	94	berlynskoho	berlynskoho	NOUN
cte-112	2	95	str	str	PRON
cte-112	2	96	.	.	PROPN
cte-112	2	97	,	,	PUNCT
cte-112	2	98	kyiv	kyiv	PROPN
cte-112	2	99	,	,	PUNCT
cte-112	2	100	04060	04060	NUM
cte-112	2	101	,	,	PUNCT
cte-112	2	102	ukraine	ukraine	PROPN
cte-112	2	103	4kryvyi	4kryvyi	PROPN
cte-112	2	104	rih	rih	VERB
cte-112	2	105	state	state	NOUN
cte-112	2	106	pedagogical	pedagogical	ADJ
cte-112	2	107	university	university	NOUN
cte-112	2	108	,	,	PUNCT
cte-112	2	109	54	54	NUM
cte-112	2	110	gagarin	gagarin	PROPN
cte-112	2	111	ave	ave	PROPN
cte-112	2	112	.	.	PROPN
cte-112	2	113	,	,	PUNCT
cte-112	2	114	kryvyi	kryvyi	PROPN
cte-112	2	115	rih	rih	VERB
cte-112	2	116	,	,	PUNCT
cte-112	2	117	50086	50086	NUM
cte-112	2	118	,	,	PUNCT
cte-112	2	119	ukraine	ukraine	NOUN
cte-112	2	120	5bogdan	5bogdan	PROPN
cte-112	2	121	khmelnitsky	khmelnitsky	PROPN
cte-112	2	122	melitopol	melitopol	VERB
cte-112	2	123	state	state	PROPN
cte-112	2	124	pedagogical	pedagogical	ADJ
cte-112	2	125	university	university	NOUN
cte-112	2	126	,	,	PUNCT
cte-112	2	127	20	20	NUM
cte-112	2	128	hetmanska	hetmanska	PROPN
cte-112	2	129	str	str	PROPN
cte-112	2	130	.	.	PUNCT
cte-112	2	131	,	,	PUNCT
cte-112	2	132	melitopol	melitopol	PROPN
cte-112	2	133	,	,	PUNCT
cte-112	2	134	72300	72300	NUM
cte-112	2	135	,	,	PUNCT
cte-112	2	136	ukraine	ukraine	PROPN
cte-112	2	137	abstract	abstract	NOUN
cte-112	2	138	.	.	PUNCT
cte-112	3	1	in	in	ADP
cte-112	3	2	the	the	DET
cte-112	3	3	process	process	NOUN
cte-112	3	4	of	of	ADP
cte-112	3	5	self	self	NOUN
cte-112	3	6	-	-	PUNCT
cte-112	3	7	assessment	assessment	NOUN
cte-112	3	8	and	and	CCONJ
cte-112	3	9	accreditation	accreditation	NOUN
cte-112	3	10	examination	examination	NOUN
cte-112	3	11	,	,	PUNCT
cte-112	3	12	assessment	assessment	NOUN
cte-112	3	13	is	be	AUX
cte-112	3	14	carried	carry	VERB
cte-112	3	15	out	out	ADP
cte-112	3	16	according	accord	VERB
cte-112	3	17	to	to	ADP
cte-112	3	18	a	a	DET
cte-112	3	19	scale	scale	NOUN
cte-112	3	20	that	that	PRON
cte-112	3	21	covers	cover	VERB
cte-112	3	22	four	four	NUM
cte-112	3	23	levels	level	NOUN
cte-112	3	24	of	of	ADP
cte-112	3	25	compliance	compliance	NOUN
cte-112	3	26	with	with	ADP
cte-112	3	27	the	the	DET
cte-112	3	28	quality	quality	NOUN
cte-112	3	29	criteria	criterion	NOUN
cte-112	3	30	of	of	ADP
cte-112	3	31	the	the	DET
cte-112	3	32	educational	educational	ADJ
cte-112	3	33	program	program	NOUN
cte-112	3	34	and	and	CCONJ
cte-112	3	35	educational	educational	ADJ
cte-112	3	36	activities	activity	NOUN
cte-112	3	37	.	.	PUNCT
cte-112	4	1	assessing	assess	VERB
cte-112	4	2	the	the	DET
cte-112	4	3	quality	quality	NOUN
cte-112	4	4	of	of	ADP
cte-112	4	5	education	education	NOUN
cte-112	4	6	is	be	AUX
cte-112	4	7	complicated	complicate	VERB
cte-112	4	8	by	by	ADP
cte-112	4	9	the	the	DET
cte-112	4	10	fact	fact	NOUN
cte-112	4	11	that	that	SCONJ
cte-112	4	12	the	the	DET
cte-112	4	13	value	value	NOUN
cte-112	4	14	of	of	ADP
cte-112	4	15	quality	quality	NOUN
cte-112	4	16	criteria	criterion	NOUN
cte-112	4	17	is	be	AUX
cte-112	4	18	due	due	ADJ
cte-112	4	19	to	to	ADP
cte-112	4	20	a	a	DET
cte-112	4	21	large	large	ADJ
cte-112	4	22	number	number	NOUN
cte-112	4	23	of	of	ADP
cte-112	4	24	factors	factor	NOUN
cte-112	4	25	,	,	PUNCT
cte-112	4	26	possibly	possibly	ADV
cte-112	4	27	with	with	ADP
cte-112	4	28	an	an	DET
cte-112	4	29	unknown	unknown	ADJ
cte-112	4	30	nature	nature	NOUN
cte-112	4	31	of	of	ADP
cte-112	4	32	influence	influence	NOUN
cte-112	4	33	,	,	PUNCT
cte-112	4	34	as	as	ADV
cte-112	4	35	well	well	ADV
cte-112	4	36	as	as	ADP
cte-112	4	37	the	the	DET
cte-112	4	38	fact	fact	NOUN
cte-112	4	39	that	that	SCONJ
cte-112	4	40	when	when	SCONJ
cte-112	4	41	conducting	conduct	VERB
cte-112	4	42	pedagogical	pedagogical	ADJ
cte-112	4	43	measurements	measurement	NOUN
cte-112	4	44	it	it	PRON
cte-112	4	45	is	be	AUX
cte-112	4	46	necessary	necessary	ADJ
cte-112	4	47	to	to	PART
cte-112	4	48	work	work	VERB
cte-112	4	49	with	with	ADP
cte-112	4	50	non	non	ADJ
cte-112	4	51	-	-	ADJ
cte-112	4	52	numerical	numerical	ADJ
cte-112	4	53	information	information	NOUN
cte-112	4	54	.	.	PUNCT
cte-112	5	1	to	to	PART
cte-112	5	2	solve	solve	VERB
cte-112	5	3	these	these	DET
cte-112	5	4	problems	problem	NOUN
cte-112	5	5	,	,	PUNCT
cte-112	5	6	the	the	DET
cte-112	5	7	authors	author	NOUN
cte-112	5	8	proposed	propose	VERB
cte-112	5	9	a	a	DET
cte-112	5	10	method	method	NOUN
cte-112	5	11	for	for	ADP
cte-112	5	12	assessing	assess	VERB
cte-112	5	13	the	the	DET
cte-112	5	14	quality	quality	NOUN
cte-112	5	15	of	of	ADP
cte-112	5	16	educational	educational	ADJ
cte-112	5	17	programs	program	NOUN
cte-112	5	18	and	and	CCONJ
cte-112	5	19	educational	educational	ADJ
cte-112	5	20	activities	activity	NOUN
cte-112	5	21	based	base	VERB
cte-112	5	22	on	on	ADP
cte-112	5	23	the	the	DET
cte-112	5	24	adaptive	adaptive	ADJ
cte-112	5	25	neuro	neuro	NOUN
cte-112	5	26	-	-	PUNCT
cte-112	5	27	fuzzy	fuzzy	ADJ
cte-112	5	28	input	input	NOUN
cte-112	5	29	system	system	NOUN
cte-112	5	30	(	(	PUNCT
cte-112	5	31	anfis	anfis	PROPN
cte-112	5	32	)	)	PUNCT
cte-112	5	33	,	,	PUNCT
cte-112	5	34	implemented	implement	VERB
cte-112	5	35	in	in	ADP
cte-112	5	36	the	the	DET
cte-112	5	37	package	package	NOUN
cte-112	5	38	fuzzy	fuzzy	ADJ
cte-112	5	39	logic	logic	NOUN
cte-112	5	40	toolbox	toolbox	NOUN
cte-112	5	41	system	system	NOUN
cte-112	5	42	matlab	matlab	NOUN
cte-112	5	43	and	and	CCONJ
cte-112	5	44	artificial	artificial	ADJ
cte-112	5	45	neural	neural	ADJ
cte-112	5	46	network	network	NOUN
cte-112	5	47	direct	direct	ADJ
cte-112	5	48	propagation	propagation	NOUN
cte-112	5	49	with	with	ADP
cte-112	5	50	one	one	NUM
cte-112	5	51	output	output	NOUN
cte-112	5	52	and	and	CCONJ
cte-112	5	53	multiple	multiple	ADJ
cte-112	5	54	inputs	input	NOUN
cte-112	5	55	.	.	PUNCT
cte-112	6	1	as	as	SCONJ
cte-112	6	2	input	input	NOUN
cte-112	6	3	variables	variable	NOUN
cte-112	6	4	of	of	ADP
cte-112	6	5	the	the	DET
cte-112	6	6	system	system	NOUN
cte-112	6	7	anfis	anfi	VERB
cte-112	6	8	used	use	VERB
cte-112	6	9	criteria	criterion	NOUN
cte-112	6	10	for	for	ADP
cte-112	6	11	evaluating	evaluate	VERB
cte-112	6	12	the	the	DET
cte-112	6	13	educational	educational	ADJ
cte-112	6	14	program	program	NOUN
cte-112	6	15	.	.	PUNCT
cte-112	7	1	the	the	DET
cte-112	7	2	initial	initial	ADJ
cte-112	7	3	variable	variable	NOUN
cte-112	7	4	of	of	ADP
cte-112	7	5	the	the	DET
cte-112	7	6	system	system	NOUN
cte-112	7	7	formed	form	VERB
cte-112	7	8	a	a	DET
cte-112	7	9	total	total	ADJ
cte-112	7	10	indicator	indicator	NOUN
cte-112	7	11	of	of	ADP
cte-112	7	12	the	the	DET
cte-112	7	13	quality	quality	NOUN
cte-112	7	14	of	of	ADP
cte-112	7	15	the	the	DET
cte-112	7	16	curriculum	curriculum	NOUN
cte-112	7	17	and	and	CCONJ
cte-112	7	18	educational	educational	ADJ
cte-112	7	19	activities	activity	NOUN
cte-112	7	20	according	accord	VERB
cte-112	7	21	to	to	ADP
cte-112	7	22	a	a	DET
cte-112	7	23	certain	certain	ADJ
cte-112	7	24	criterion	criterion	NOUN
cte-112	7	25	or	or	CCONJ
cte-112	7	26	group	group	NOUN
cte-112	7	27	of	of	ADP
cte-112	7	28	criteria	criterion	NOUN
cte-112	7	29	.	.	PUNCT
cte-112	8	1	the	the	DET
cte-112	8	2	article	article	NOUN
cte-112	8	3	considers	consider	VERB
cte-112	8	4	a	a	DET
cte-112	8	5	neural	neural	ADJ
cte-112	8	6	network	network	NOUN
cte-112	8	7	that	that	PRON
cte-112	8	8	can	can	AUX
cte-112	8	9	provide	provide	VERB
cte-112	8	10	a	a	DET
cte-112	8	11	forecast	forecast	NOUN
cte-112	8	12	for	for	ADP
cte-112	8	13	assessing	assess	VERB
cte-112	8	14	the	the	DET
cte-112	8	15	quality	quality	NOUN
cte-112	8	16	of	of	ADP
cte-112	8	17	educational	educational	ADJ
cte-112	8	18	programs	program	NOUN
cte-112	8	19	and	and	CCONJ
cte-112	8	20	educational	educational	ADJ
cte-112	8	21	activities	activity	NOUN
cte-112	8	22	by	by	ADP
cte-112	8	23	experts	expert	NOUN
cte-112	8	24	.	.	PUNCT
cte-112	9	1	the	the	DET
cte-112	9	2	training	training	NOUN
cte-112	9	3	of	of	ADP
cte-112	9	4	the	the	DET
cte-112	9	5	artificial	artificial	ADJ
cte-112	9	6	neural	neural	ADJ
cte-112	9	7	network	network	NOUN
cte-112	9	8	was	be	AUX
cte-112	9	9	carried	carry	VERB
cte-112	9	10	out	out	ADP
cte-112	9	11	based	base	VERB
cte-112	9	12	on	on	ADP
cte-112	9	13	survey	survey	NOUN
cte-112	9	14	data	datum	NOUN
cte-112	9	15	of	of	ADP
cte-112	9	16	students	student	NOUN
cte-112	9	17	and	and	CCONJ
cte-112	9	18	graduates	graduate	NOUN
cte-112	9	19	of	of	ADP
cte-112	9	20	higher	high	ADJ
cte-112	9	21	education	education	NOUN
cte-112	9	22	institutions	institution	NOUN
cte-112	9	23	.	.	PUNCT
cte-112	10	1	before	before	ADP
cte-112	10	2	the	the	DET
cte-112	10	3	accreditation	accreditation	NOUN
cte-112	10	4	examination	examination	NOUN
cte-112	10	5	,	,	PUNCT
cte-112	10	6	students	student	NOUN
cte-112	10	7	were	be	AUX
cte-112	10	8	offered	offer	VERB
cte-112	10	9	questionnaires	questionnaire	NOUN
cte-112	10	10	with	with	ADP
cte-112	10	11	a	a	DET
cte-112	10	12	proposal	proposal	NOUN
cte-112	10	13	to	to	PART
cte-112	10	14	assess	assess	VERB
cte-112	10	15	the	the	DET
cte-112	10	16	quality	quality	NOUN
cte-112	10	17	of	of	ADP
cte-112	10	18	the	the	DET
cte-112	10	19	educational	educational	ADJ
cte-112	10	20	program	program	NOUN
cte-112	10	21	and	and	CCONJ
cte-112	10	22	educational	educational	ADJ
cte-112	10	23	activities	activity	NOUN
cte-112	10	24	of	of	ADP
cte-112	10	25	the	the	DET
cte-112	10	26	specialty	specialty	NOUN
cte-112	10	27	on	on	ADP
cte-112	10	28	an	an	DET
cte-112	10	29	assessment	assessment	NOUN
cte-112	10	30	scale	scale	NOUN
cte-112	10	31	covering	cover	VERB
cte-112	10	32	four	four	NUM
cte-112	10	33	levels	level	NOUN
cte-112	10	34	.	.	PUNCT
cte-112	11	1	student	student	NOUN
cte-112	11	2	assessments	assessment	NOUN
cte-112	11	3	were	be	AUX
cte-112	11	4	used	use	VERB
cte-112	11	5	to	to	PART
cte-112	11	6	form	form	VERB
cte-112	11	7	the	the	DET
cte-112	11	8	vector	vector	NOUN
cte-112	11	9	of	of	ADP
cte-112	11	10	artificial	artificial	ADJ
cte-112	11	11	neural	neural	ADJ
cte-112	11	12	network	network	NOUN
cte-112	11	13	inputs	input	NOUN
cte-112	11	14	.	.	PUNCT
cte-112	12	1	it	it	PRON
cte-112	12	2	was	be	AUX
cte-112	12	3	assumed	assume	VERB
cte-112	12	4	that	that	SCONJ
cte-112	12	5	if	if	SCONJ
cte-112	12	6	the	the	DET
cte-112	12	7	assessments	assessment	NOUN
cte-112	12	8	of	of	ADP
cte-112	12	9	students	student	NOUN
cte-112	12	10	and	and	CCONJ
cte-112	12	11	graduates	graduate	NOUN
cte-112	12	12	are	be	AUX
cte-112	12	13	sorted	sort	VERB
cte-112	12	14	by	by	ADP
cte-112	12	15	increasing	increase	VERB
cte-112	12	16	the	the	DET
cte-112	12	17	rating	rating	NOUN
cte-112	12	18	based	base	VERB
cte-112	12	19	on	on	ADP
cte-112	12	20	determining	determine	VERB
cte-112	12	21	the	the	DET
cte-112	12	22	average	average	ADJ
cte-112	12	23	grade	grade	NOUN
cte-112	12	24	point	point	NOUN
cte-112	12	25	average	average	ADJ
cte-112	12	26	,	,	PUNCT
cte-112	12	27	the	the	DET
cte-112	12	28	artificial	artificial	ADJ
cte-112	12	29	neural	neural	ADJ
cte-112	12	30	network	network	NOUN
cte-112	12	31	,	,	PUNCT
cte-112	12	32	which	which	PRON
cte-112	12	33	was	be	AUX
cte-112	12	34	taught	teach	VERB
cte-112	12	35	based	base	VERB
cte-112	12	36	on	on	ADP
cte-112	12	37	this	this	DET
cte-112	12	38	organized	organize	VERB
cte-112	12	39	data	datum	NOUN
cte-112	12	40	set	set	NOUN
cte-112	12	41	,	,	PUNCT
cte-112	12	42	can	can	AUX
cte-112	12	43	provide	provide	VERB
cte-112	12	44	effective	effective	ADJ
cte-112	12	45	forecasts	forecast	NOUN
cte-112	12	46	of	of	ADP
cte-112	12	47	accreditation	accreditation	NOUN
cte-112	12	48	examinations	examination	NOUN
cte-112	12	49	.	.	PUNCT
cte-112	13	1	as	as	ADP
cte-112	13	2	a	a	DET
cte-112	13	3	result	result	NOUN
cte-112	13	4	of	of	ADP
cte-112	13	5	comparing	compare	VERB
cte-112	13	6	the	the	DET
cte-112	13	7	initial	initial	ADJ
cte-112	13	8	data	datum	NOUN
cte-112	13	9	of	of	ADP
cte-112	13	10	the	the	DET
cte-112	13	11	neural	neural	ADJ
cte-112	13	12	network	network	NOUN
cte-112	13	13	with	with	ADP
cte-112	13	14	the	the	DET
cte-112	13	15	estimates	estimate	NOUN
cte-112	13	16	of	of	ADP
cte-112	13	17	experts	expert	NOUN
cte-112	13	18	,	,	PUNCT
cte-112	13	19	it	it	PRON
cte-112	13	20	was	be	AUX
cte-112	13	21	found	find	VERB
cte-112	13	22	that	that	SCONJ
cte-112	13	23	the	the	DET
cte-112	13	24	neural	neural	ADJ
cte-112	13	25	network	network	NOUN
cte-112	13	26	does	do	AUX
cte-112	13	27	make	make	VERB
cte-112	13	28	predictions	prediction	NOUN
cte-112	13	29	quite	quite	ADV
cte-112	13	30	close	close	ADJ
cte-112	13	31	to	to	ADP
cte-112	13	32	reality	reality	NOUN
cte-112	13	33	.	.	PUNCT
cte-112	14	1	keywords	keyword	NOUN
cte-112	14	2	:	:	PUNCT
cte-112	14	3	evaluation	evaluation	NOUN
cte-112	14	4	criteria	criterion	NOUN
cte-112	14	5	,	,	PUNCT
cte-112	14	6	educational	educational	ADJ
cte-112	14	7	program	program	NOUN
cte-112	14	8	,	,	PUNCT
cte-112	14	9	educational	educational	ADJ
cte-112	14	10	activities	activity	NOUN
cte-112	14	11	,	,	PUNCT
cte-112	14	12	prognostication	prognostication	NOUN
cte-112	14	13	,	,	PUNCT
cte-112	14	14	rating	rating	NOUN
cte-112	14	15	,	,	PUNCT
cte-112	14	16	anfis	anfis	ADJ
cte-112	14	17	,	,	PUNCT
cte-112	14	18	artificial	artificial	ADJ
cte-112	14	19	neural	neural	ADJ
cte-112	14	20	networks	network	NOUN
cte-112	14	21	154	154	NUM
cte-112	14	22	cte	cte	NOUN
cte-112	14	23	workshop	workshop	NOUN
cte-112	14	24	proceedings	proceeding	NOUN
cte-112	14	25	,	,	PUNCT
cte-112	14	26	2022	2022	NUM
cte-112	14	27	,	,	PUNCT
cte-112	14	28	vol	vol	NOUN
cte-112	14	29	.	.	NOUN
cte-112	14	30	9	9	NUM
cte-112	14	31	:	:	PUNCT
cte-112	14	32	cte-2021	cte-2021	NOUN
cte-112	14	33	,	,	PUNCT
cte-112	14	34	pp	pp	ADP
cte-112	14	35	.	.	PUNCT
cte-112	15	1	154	154	NUM
cte-112	15	2	-	-	SYM
cte-112	15	3	169	169	NUM
cte-112	15	4	1	1	NUM
cte-112	15	5	.	.	PUNCT
cte-112	15	6	introduction	introduction	NOUN
cte-112	15	7	in	in	ADP
cte-112	15	8	assessing	assess	VERB
cte-112	15	9	the	the	DET
cte-112	15	10	quality	quality	NOUN
cte-112	15	11	of	of	ADP
cte-112	15	12	education	education	NOUN
cte-112	15	13	,	,	PUNCT
cte-112	15	14	as	as	ADV
cte-112	15	15	well	well	ADV
cte-112	15	16	as	as	ADP
cte-112	15	17	in	in	ADP
cte-112	15	18	conducting	conduct	VERB
cte-112	15	19	pedagogical	pedagogical	ADJ
cte-112	15	20	research	research	NOUN
cte-112	15	21	,	,	PUNCT
cte-112	15	22	we	we	PRON
cte-112	15	23	are	be	AUX
cte-112	15	24	faced	face	VERB
cte-112	15	25	with	with	ADP
cte-112	15	26	information	information	NOUN
cte-112	15	27	that	that	PRON
cte-112	15	28	has	have	VERB
cte-112	15	29	non	non	ADJ
cte-112	15	30	-	-	ADJ
cte-112	15	31	numerical	numerical	ADJ
cte-112	15	32	characteristics	characteristic	NOUN
cte-112	15	33	that	that	PRON
cte-112	15	34	are	be	AUX
cte-112	15	35	difficult	difficult	ADJ
cte-112	15	36	to	to	PART
cte-112	15	37	formalize	formalize	VERB
cte-112	15	38	.	.	PUNCT
cte-112	16	1	for	for	ADP
cte-112	16	2	example	example	NOUN
cte-112	16	3	,	,	PUNCT
cte-112	16	4	the	the	DET
cte-112	16	5	number	number	NOUN
cte-112	16	6	of	of	ADP
cte-112	16	7	computers	computer	NOUN
cte-112	16	8	,	,	PUNCT
cte-112	16	9	the	the	DET
cte-112	16	10	number	number	NOUN
cte-112	16	11	of	of	ADP
cte-112	16	12	students	student	NOUN
cte-112	16	13	,	,	PUNCT
cte-112	16	14	the	the	DET
cte-112	16	15	area	area	NOUN
cte-112	16	16	of	of	ADP
cte-112	16	17	educational	educational	ADJ
cte-112	16	18	premises	premise	NOUN
cte-112	16	19	in	in	ADP
cte-112	16	20	a	a	DET
cte-112	16	21	higher	high	ADJ
cte-112	16	22	education	education	NOUN
cte-112	16	23	institution	institution	NOUN
cte-112	16	24	are	be	AUX
cte-112	16	25	measurable	measurable	ADJ
cte-112	16	26	,	,	PUNCT
cte-112	16	27	but	but	CCONJ
cte-112	16	28	the	the	DET
cte-112	16	29	evaluation	evaluation	NOUN
cte-112	16	30	of	of	ADP
cte-112	16	31	the	the	DET
cte-112	16	32	educational	educational	ADJ
cte-112	16	33	program	program	NOUN
cte-112	16	34	and	and	CCONJ
cte-112	16	35	educational	educational	ADJ
cte-112	16	36	activities	activity	NOUN
cte-112	16	37	according	accord	VERB
cte-112	16	38	to	to	ADP
cte-112	16	39	the	the	DET
cte-112	16	40	educational	educational	ADJ
cte-112	16	41	program	program	NOUN
cte-112	16	42	is	be	AUX
cte-112	16	43	carried	carry	VERB
cte-112	16	44	out	out	ADP
cte-112	16	45	according	accord	VERB
cte-112	16	46	to	to	ADP
cte-112	16	47	non	non	ADJ
cte-112	16	48	-	-	ADJ
cte-112	16	49	numerical	numerical	ADJ
cte-112	16	50	criteria	criterion	NOUN
cte-112	16	51	.	.	PUNCT
cte-112	17	1	the	the	DET
cte-112	17	2	institution	institution	NOUN
cte-112	17	3	in	in	ADP
cte-112	17	4	the	the	DET
cte-112	17	5	process	process	NOUN
cte-112	17	6	of	of	ADP
cte-112	17	7	self	self	NOUN
cte-112	17	8	-	-	PUNCT
cte-112	17	9	assessment	assessment	NOUN
cte-112	17	10	,	,	PUNCT
cte-112	17	11	and	and	CCONJ
cte-112	17	12	subsequently	subsequently	ADV
cte-112	17	13	the	the	DET
cte-112	17	14	experts	expert	NOUN
cte-112	17	15	in	in	ADP
cte-112	17	16	the	the	DET
cte-112	17	17	process	process	NOUN
cte-112	17	18	of	of	ADP
cte-112	17	19	accreditation	accreditation	NOUN
cte-112	17	20	examination	examination	NOUN
cte-112	17	21	,	,	PUNCT
cte-112	17	22	must	must	AUX
cte-112	17	23	assess	assess	VERB
cte-112	17	24	according	accord	VERB
cte-112	17	25	to	to	ADP
cte-112	17	26	the	the	DET
cte-112	17	27	assessment	assessment	NOUN
cte-112	17	28	scale	scale	NOUN
cte-112	17	29	,	,	PUNCT
cte-112	17	30	which	which	PRON
cte-112	17	31	covers	cover	VERB
cte-112	17	32	four	four	NUM
cte-112	17	33	levels	level	NOUN
cte-112	17	34	of	of	ADP
cte-112	17	35	compliance	compliance	NOUN
cte-112	17	36	with	with	ADP
cte-112	17	37	the	the	DET
cte-112	17	38	criteria	criterion	NOUN
cte-112	17	39	:	:	PUNCT
cte-112	17	40	a	a	DET
cte-112	17	41	,	,	PUNCT
cte-112	17	42	b	b	NOUN
cte-112	17	43	,	,	PUNCT
cte-112	17	44	e	e	PROPN
cte-112	17	45	,	,	PUNCT
cte-112	17	46	f.	f.	PROPN
cte-112	17	47	as	as	ADP
cte-112	17	48	a	a	DET
cte-112	17	49	result	result	NOUN
cte-112	17	50	,	,	PUNCT
cte-112	17	51	there	there	PRON
cte-112	17	52	is	be	VERB
cte-112	17	53	a	a	DET
cte-112	17	54	need	need	NOUN
cte-112	17	55	to	to	PART
cte-112	17	56	build	build	VERB
cte-112	17	57	methods	method	NOUN
cte-112	17	58	for	for	ADP
cte-112	17	59	quantitative	quantitative	ADJ
cte-112	17	60	description	description	NOUN
cte-112	17	61	of	of	ADP
cte-112	17	62	processes	process	NOUN
cte-112	17	63	and	and	CCONJ
cte-112	17	64	subjects	subject	NOUN
cte-112	17	65	related	relate	VERB
cte-112	17	66	to	to	ADP
cte-112	17	67	assessing	assess	VERB
cte-112	17	68	the	the	DET
cte-112	17	69	quality	quality	NOUN
cte-112	17	70	of	of	ADP
cte-112	17	71	the	the	DET
cte-112	17	72	educational	educational	ADJ
cte-112	17	73	program	program	NOUN
cte-112	17	74	and	and	CCONJ
cte-112	17	75	educational	educational	ADJ
cte-112	17	76	activities	activity	NOUN
cte-112	17	77	.	.	PUNCT
cte-112	18	1	of	of	ADP
cte-112	18	2	particular	particular	ADJ
cte-112	18	3	importance	importance	NOUN
cte-112	18	4	is	be	AUX
cte-112	18	5	the	the	DET
cte-112	18	6	quality	quality	NOUN
cte-112	18	7	of	of	ADP
cte-112	18	8	education	education	NOUN
cte-112	18	9	,	,	PUNCT
cte-112	18	10	which	which	PRON
cte-112	18	11	means	mean	VERB
cte-112	18	12	some	some	DET
cte-112	18	13	total	total	ADJ
cte-112	18	14	indicator	indicator	NOUN
cte-112	18	15	that	that	PRON
cte-112	18	16	reflects	reflect	VERB
cte-112	18	17	the	the	DET
cte-112	18	18	results	result	NOUN
cte-112	18	19	of	of	ADP
cte-112	18	20	the	the	DET
cte-112	18	21	educational	educational	ADJ
cte-112	18	22	institution	institution	NOUN
cte-112	18	23	,	,	PUNCT
cte-112	18	24	as	as	ADV
cte-112	18	25	well	well	ADV
cte-112	18	26	as	as	ADP
cte-112	18	27	compliance	compliance	NOUN
cte-112	18	28	with	with	ADP
cte-112	18	29	the	the	DET
cte-112	18	30	needs	need	NOUN
cte-112	18	31	and	and	CCONJ
cte-112	18	32	expectations	expectation	NOUN
cte-112	18	33	of	of	ADP
cte-112	18	34	society	society	NOUN
cte-112	18	35	(	(	PUNCT
cte-112	18	36	different	different	ADJ
cte-112	18	37	social	social	ADJ
cte-112	18	38	groups	group	NOUN
cte-112	18	39	)	)	PUNCT
cte-112	18	40	in	in	ADP
cte-112	18	41	the	the	DET
cte-112	18	42	formation	formation	NOUN
cte-112	18	43	of	of	ADP
cte-112	18	44	individual	individual	ADJ
cte-112	18	45	competencies	competency	NOUN
cte-112	18	46	.	.	PUNCT
cte-112	19	1	the	the	DET
cte-112	19	2	methods	method	NOUN
cte-112	19	3	of	of	ADP
cte-112	19	4	quantitative	quantitative	ADJ
cte-112	19	5	evaluation	evaluation	NOUN
cte-112	19	6	of	of	ADP
cte-112	19	7	the	the	DET
cte-112	19	8	educational	educational	ADJ
cte-112	19	9	program	program	NOUN
cte-112	19	10	and	and	CCONJ
cte-112	19	11	educational	educational	ADJ
cte-112	19	12	activities	activity	NOUN
cte-112	19	13	under	under	ADP
cte-112	19	14	this	this	DET
cte-112	19	15	program	program	NOUN
cte-112	19	16	will	will	AUX
cte-112	19	17	allow	allow	VERB
cte-112	19	18	the	the	DET
cte-112	19	19	higher	high	ADJ
cte-112	19	20	education	education	NOUN
cte-112	19	21	institution	institution	NOUN
cte-112	19	22	to	to	PART
cte-112	19	23	identify	identify	VERB
cte-112	19	24	existing	exist	VERB
cte-112	19	25	shortcomings	shortcoming	NOUN
cte-112	19	26	and	and	CCONJ
cte-112	19	27	potential	potential	ADJ
cte-112	19	28	problems	problem	NOUN
cte-112	19	29	,	,	PUNCT
cte-112	19	30	as	as	ADV
cte-112	19	31	well	well	ADV
cte-112	19	32	as	as	ADP
cte-112	19	33	provide	provide	VERB
cte-112	19	34	an	an	DET
cte-112	19	35	opportunity	opportunity	NOUN
cte-112	19	36	to	to	PART
cte-112	19	37	address	address	VERB
cte-112	19	38	them	they	PRON
cte-112	19	39	before	before	ADP
cte-112	19	40	the	the	DET
cte-112	19	41	accreditation	accreditation	NOUN
cte-112	19	42	examination	examination	NOUN
cte-112	19	43	.	.	PUNCT
cte-112	20	1	assessing	assess	VERB
cte-112	20	2	the	the	DET
cte-112	20	3	quality	quality	NOUN
cte-112	20	4	of	of	ADP
cte-112	20	5	educational	educational	ADJ
cte-112	20	6	programs	program	NOUN
cte-112	20	7	and	and	CCONJ
cte-112	20	8	educational	educational	ADJ
cte-112	20	9	activities	activity	NOUN
cte-112	20	10	is	be	AUX
cte-112	20	11	complicated	complicate	VERB
cte-112	20	12	by	by	ADP
cte-112	20	13	the	the	DET
cte-112	20	14	fact	fact	NOUN
cte-112	20	15	that	that	SCONJ
cte-112	20	16	the	the	DET
cte-112	20	17	value	value	NOUN
cte-112	20	18	of	of	ADP
cte-112	20	19	this	this	DET
cte-112	20	20	indicator	indicator	NOUN
cte-112	20	21	depends	depend	VERB
cte-112	20	22	on	on	ADP
cte-112	20	23	many	many	ADJ
cte-112	20	24	factors	factor	NOUN
cte-112	20	25	,	,	PUNCT
cte-112	20	26	possibly	possibly	ADV
cte-112	20	27	with	with	ADP
cte-112	20	28	an	an	DET
cte-112	20	29	unknown	unknown	ADJ
cte-112	20	30	nature	nature	NOUN
cte-112	20	31	of	of	ADP
cte-112	20	32	influence	influence	NOUN
cte-112	20	33	.	.	PUNCT
cte-112	21	1	also	also	ADV
cte-112	21	2	in	in	ADP
cte-112	21	3	this	this	DET
cte-112	21	4	case	case	NOUN
cte-112	21	5	there	there	PRON
cte-112	21	6	is	be	VERB
cte-112	21	7	a	a	DET
cte-112	21	8	specificity	specificity	NOUN
cte-112	21	9	of	of	ADP
cte-112	21	10	the	the	DET
cte-112	21	11	“	"	PUNCT
cte-112	21	12	product	product	NOUN
cte-112	21	13	”	"	PUNCT
cte-112	21	14	of	of	ADP
cte-112	21	15	education	education	NOUN
cte-112	21	16	–	–	PUNCT
cte-112	21	17	a	a	DET
cte-112	21	18	graduate	graduate	NOUN
cte-112	21	19	of	of	ADP
cte-112	21	20	an	an	DET
cte-112	21	21	educational	educational	ADJ
cte-112	21	22	institution	institution	NOUN
cte-112	21	23	,	,	PUNCT
cte-112	21	24	which	which	PRON
cte-112	21	25	should	should	AUX
cte-112	21	26	be	be	AUX
cte-112	21	27	considered	consider	VERB
cte-112	21	28	as	as	ADP
cte-112	21	29	a	a	DET
cte-112	21	30	complex	complex	ADJ
cte-112	21	31	system	system	NOUN
cte-112	21	32	.	.	PUNCT
cte-112	22	1	there	there	PRON
cte-112	22	2	are	be	VERB
cte-112	22	3	various	various	ADJ
cte-112	22	4	methods	method	NOUN
cte-112	22	5	and	and	CCONJ
cte-112	22	6	algorithms	algorithm	NOUN
cte-112	22	7	for	for	ADP
cte-112	22	8	assessing	assess	VERB
cte-112	22	9	the	the	DET
cte-112	22	10	quality	quality	NOUN
cte-112	22	11	of	of	ADP
cte-112	22	12	educational	educational	ADJ
cte-112	22	13	activities	activity	NOUN
cte-112	22	14	.	.	PUNCT
cte-112	23	1	in	in	ADP
cte-112	23	2	this	this	DET
cte-112	23	3	study	study	NOUN
cte-112	23	4	,	,	PUNCT
cte-112	23	5	we	we	PRON
cte-112	23	6	propose	propose	VERB
cte-112	23	7	a	a	DET
cte-112	23	8	method	method	NOUN
cte-112	23	9	of	of	ADP
cte-112	23	10	assessing	assess	VERB
cte-112	23	11	the	the	DET
cte-112	23	12	quality	quality	NOUN
cte-112	23	13	of	of	ADP
cte-112	23	14	educational	educational	ADJ
cte-112	23	15	programs	program	NOUN
cte-112	23	16	and	and	CCONJ
cte-112	23	17	educational	educational	ADJ
cte-112	23	18	activities	activity	NOUN
cte-112	23	19	based	base	VERB
cte-112	23	20	on	on	ADP
cte-112	23	21	the	the	DET
cte-112	23	22	neuro	neuro	NOUN
cte-112	23	23	-	-	PUNCT
cte-112	23	24	fuzzy	fuzzy	ADJ
cte-112	23	25	approach	approach	NOUN
cte-112	23	26	,	,	PUNCT
cte-112	23	27	due	due	ADP
cte-112	23	28	to	to	ADP
cte-112	23	29	the	the	DET
cte-112	23	30	active	active	ADJ
cte-112	23	31	development	development	NOUN
cte-112	23	32	of	of	ADP
cte-112	23	33	analytical	analytical	ADJ
cte-112	23	34	systems	system	NOUN
cte-112	23	35	,	,	PUNCT
cte-112	23	36	based	base	VERB
cte-112	23	37	on	on	ADP
cte-112	23	38	the	the	DET
cte-112	23	39	technology	technology	NOUN
cte-112	23	40	of	of	ADP
cte-112	23	41	artificial	artificial	ADJ
cte-112	23	42	intelligence	intelligence	NOUN
cte-112	23	43	.	.	PUNCT
cte-112	24	1	the	the	DET
cte-112	24	2	most	most	ADV
cte-112	24	3	popular	popular	ADJ
cte-112	24	4	and	and	CCONJ
cte-112	24	5	proven	prove	VERB
cte-112	24	6	of	of	ADP
cte-112	24	7	these	these	DET
cte-112	24	8	technologies	technology	NOUN
cte-112	24	9	are	be	AUX
cte-112	24	10	neural	neural	ADJ
cte-112	24	11	networks	network	NOUN
cte-112	24	12	,	,	PUNCT
cte-112	24	13	which	which	PRON
cte-112	24	14	successfully	successfully	ADV
cte-112	24	15	solve	solve	VERB
cte-112	24	16	a	a	DET
cte-112	24	17	variety	variety	NOUN
cte-112	24	18	of	of	ADP
cte-112	24	19	“	"	PUNCT
cte-112	24	20	fuzzy	fuzzy	ADJ
cte-112	24	21	”	"	PUNCT
cte-112	24	22	tasks	task	NOUN
cte-112	24	23	–	–	PUNCT
cte-112	24	24	prediction	prediction	NOUN
cte-112	24	25	,	,	PUNCT
cte-112	24	26	classification	classification	NOUN
cte-112	24	27	,	,	PUNCT
cte-112	24	28	recognition	recognition	NOUN
cte-112	24	29	of	of	ADP
cte-112	24	30	handwritten	handwritten	ADJ
cte-112	24	31	text	text	NOUN
cte-112	24	32	,	,	PUNCT
cte-112	24	33	language	language	NOUN
cte-112	24	34	,	,	PUNCT
cte-112	24	35	images	image	NOUN
cte-112	24	36	[	[	X
cte-112	24	37	14	14	NUM
cte-112	24	38	,	,	PUNCT
cte-112	24	39	17	17	NUM
cte-112	24	40	,	,	PUNCT
cte-112	24	41	22	22	NUM
cte-112	24	42	,	,	PUNCT
cte-112	24	43	28	28	NUM
cte-112	24	44	,	,	PUNCT
cte-112	24	45	35	35	NUM
cte-112	24	46	,	,	PUNCT
cte-112	24	47	37	37	NUM
cte-112	24	48	]	]	PUNCT
cte-112	24	49	.	.	PUNCT
cte-112	25	1	in	in	ADP
cte-112	25	2	such	such	ADJ
cte-112	25	3	problems	problem	NOUN
cte-112	25	4	,	,	PUNCT
cte-112	25	5	where	where	SCONJ
cte-112	25	6	traditional	traditional	ADJ
cte-112	25	7	technologies	technology	NOUN
cte-112	25	8	are	be	AUX
cte-112	25	9	powerless	powerless	ADJ
cte-112	25	10	,	,	PUNCT
cte-112	25	11	neural	neural	ADJ
cte-112	25	12	networks	network	NOUN
cte-112	25	13	often	often	ADV
cte-112	25	14	act	act	VERB
cte-112	25	15	as	as	ADP
cte-112	25	16	the	the	DET
cte-112	25	17	only	only	ADJ
cte-112	25	18	effective	effective	ADJ
cte-112	25	19	solution	solution	NOUN
cte-112	25	20	.	.	PUNCT
cte-112	26	1	in	in	ADP
cte-112	26	2	this	this	DET
cte-112	26	3	work	work	NOUN
cte-112	26	4	,	,	PUNCT
cte-112	26	5	artificial	artificial	ADJ
cte-112	26	6	neural	neural	ADJ
cte-112	26	7	networks	network	NOUN
cte-112	26	8	are	be	AUX
cte-112	26	9	used	use	VERB
cte-112	26	10	to	to	PART
cte-112	26	11	solve	solve	VERB
cte-112	26	12	the	the	DET
cte-112	26	13	problem	problem	NOUN
cte-112	26	14	of	of	ADP
cte-112	26	15	assessing	assess	VERB
cte-112	26	16	the	the	DET
cte-112	26	17	quality	quality	NOUN
cte-112	26	18	of	of	ADP
cte-112	26	19	educational	educational	ADJ
cte-112	26	20	programs	program	NOUN
cte-112	26	21	and	and	CCONJ
cte-112	26	22	educational	educational	ADJ
cte-112	26	23	activities	activity	NOUN
cte-112	26	24	.	.	PUNCT
cte-112	27	1	mandatory	mandatory	ADJ
cte-112	27	2	conditions	condition	NOUN
cte-112	27	3	for	for	ADP
cte-112	27	4	accreditation	accreditation	NOUN
cte-112	27	5	are	be	AUX
cte-112	27	6	compliance	compliance	NOUN
cte-112	27	7	with	with	ADP
cte-112	27	8	the	the	DET
cte-112	27	9	educational	educational	ADJ
cte-112	27	10	program	program	NOUN
cte-112	27	11	and	and	CCONJ
cte-112	27	12	educational	educational	ADJ
cte-112	27	13	activities	activity	NOUN
cte-112	27	14	of	of	ADP
cte-112	27	15	the	the	DET
cte-112	27	16	higher	high	ADJ
cte-112	27	17	education	education	NOUN
cte-112	27	18	institution	institution	NOUN
cte-112	27	19	under	under	ADP
cte-112	27	20	this	this	DET
cte-112	27	21	educational	educational	ADJ
cte-112	27	22	program	program	NOUN
cte-112	27	23	with	with	ADP
cte-112	27	24	the	the	DET
cte-112	27	25	criteria	criterion	NOUN
cte-112	27	26	established	establish	VERB
cte-112	27	27	by	by	ADP
cte-112	27	28	law	law	NOUN
cte-112	27	29	.	.	PUNCT
cte-112	28	1	in	in	ADP
cte-112	28	2	particular	particular	ADJ
cte-112	28	3	,	,	PUNCT
cte-112	28	4	the	the	DET
cte-112	28	5	forms	form	NOUN
cte-112	28	6	and	and	CCONJ
cte-112	28	7	methods	method	NOUN
cte-112	28	8	of	of	ADP
cte-112	28	9	teaching	teaching	NOUN
cte-112	28	10	should	should	AUX
cte-112	28	11	contribute	contribute	VERB
cte-112	28	12	to	to	ADP
cte-112	28	13	"	"	PUNCT
cte-112	28	14	ryabko@meta.ua	ryabko@meta.ua	PROPN
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cte-112	28	20	;	;	PUNCT
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cte-112	29	14	;	;	PUNCT
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cte-112	29	16	(	(	PUNCT
cte-112	29	17	t.	t.	NOUN
cte-112	29	18	a.	a.	PROPN
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cte-112	29	21	;	;	PUNCT
cte-112	29	22	osadchyi@mdpu.org.ua	osadchyi@mdpu.org.ua	PROPN
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cte-112	29	31	a.	a.	NOUN
cte-112	29	32	v.	v.	ADP
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cte-112	29	36	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	PROPN
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cte-112	29	43	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	PROPN
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cte-112	29	49	;	;	PUNCT
cte-112	29	50	https://sites.google.com/view/neota	https://sites.google.com/view/neota	PROPN
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cte-112	29	52	t.	t.	NOUN
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cte-112	29	56	;	;	PUNCT
cte-112	29	57	http://osadchyi.mdpu.org.ua	http://osadchyi.mdpu.org.ua	PROPN
cte-112	29	58	(	(	PUNCT
cte-112	29	59	v.	v.	ADP
cte-112	29	60	v.	v.	ADP
cte-112	29	61	osadchyi	osadchyi	PROPN
cte-112	29	62	)	)	PUNCT
cte-112	29	63	�	�	PROPN
cte-112	29	64	0000	0000	NUM
cte-112	29	65	-	-	PUNCT
cte-112	29	66	0001	0001	NUM
cte-112	29	67	-	-	PUNCT
cte-112	29	68	7728	7728	NUM
cte-112	29	69	-	-	SYM
cte-112	29	70	6498	6498	NUM
cte-112	29	71	(	(	PUNCT
cte-112	29	72	a.	a.	NOUN
cte-112	29	73	v.	v.	ADP
cte-112	29	74	ryabko	ryabko	PROPN
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cte-112	29	76	;	;	PUNCT
cte-112	29	77	0000	0000	NUM
cte-112	29	78	-	-	PUNCT
cte-112	29	79	0002	0002	NUM
cte-112	29	80	-	-	PUNCT
cte-112	29	81	8479	8479	NUM
cte-112	29	82	-	-	SYM
cte-112	29	83	9408	9408	NUM
cte-112	29	84	(	(	PUNCT
cte-112	29	85	o.	o.	NOUN
cte-112	29	86	v.	v.	PROPN
cte-112	29	87	zaika	zaika	PROPN
cte-112	29	88	)	)	PUNCT
cte-112	29	89	;	;	PUNCT
cte-112	29	90	0000	0000	NUM
cte-112	29	91	-	-	PUNCT
cte-112	29	92	0002	0002	NUM
cte-112	29	93	-	-	PUNCT
cte-112	29	94	7588	7588	NUM
cte-112	29	95	-	-	SYM
cte-112	29	96	7406	7406	NUM
cte-112	29	97	(	(	PUNCT
cte-112	29	98	r.	r.	PROPN
cte-112	29	99	p.	p.	PROPN
cte-112	29	100	kukharchuk	kukharchuk	PROPN
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cte-112	29	102	;	;	PUNCT
cte-112	29	103	0000	0000	NUM
cte-112	29	104	-	-	PUNCT
cte-112	29	105	0001	0001	NUM
cte-112	29	106	-	-	PUNCT
cte-112	29	107	6825	6825	NUM
cte-112	29	108	-	-	SYM
cte-112	29	109	4697	4697	NUM
cte-112	29	110	(	(	PUNCT
cte-112	29	111	t.	t.	NOUN
cte-112	29	112	a.	a.	PROPN
cte-112	29	113	vakaliuk	vakaliuk	PROPN
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cte-112	29	115	;	;	PUNCT
cte-112	29	116	0000	0000	NUM
cte-112	29	117	-	-	PUNCT
cte-112	29	118	0001	0001	NUM
cte-112	29	119	-	-	PUNCT
cte-112	29	120	5659	5659	NUM
cte-112	29	121	-	-	SYM
cte-112	29	122	4774	4774	NUM
cte-112	29	123	(	(	PUNCT
cte-112	29	124	v.	v.	ADP
cte-112	29	125	v.	v.	ADP
cte-112	29	126	osadchyi	osadchyi	PROPN
cte-112	29	127	)	)	PUNCT
cte-112	29	128	cte	cte	NOUN
cte-112	29	129	workshop	workshop	NOUN
cte-112	29	130	proceedings	proceeding	NOUN
cte-112	29	131	©	©	ADP
cte-112	29	132	copyright	copyright	NOUN
cte-112	29	133	for	for	ADP
cte-112	29	134	this	this	DET
cte-112	29	135	paper	paper	NOUN
cte-112	29	136	by	by	ADP
cte-112	29	137	its	its	PRON
cte-112	29	138	authors	author	NOUN
cte-112	29	139	,	,	PUNCT
cte-112	29	140	published	publish	VERB
cte-112	29	141	by	by	ADP
cte-112	29	142	academy	academy	NOUN
cte-112	29	143	of	of	ADP
cte-112	29	144	cognitive	cognitive	ADJ
cte-112	29	145	and	and	CCONJ
cte-112	29	146	natural	natural	ADJ
cte-112	29	147	sciences	science	NOUN
cte-112	29	148	(	(	PUNCT
cte-112	29	149	acns	acns	ADJ
cte-112	29	150	)	)	PUNCT
cte-112	29	151	.	.	PUNCT
cte-112	30	1	this	this	PRON
cte-112	30	2	is	be	AUX
cte-112	30	3	an	an	DET
cte-112	30	4	open	open	ADJ
cte-112	30	5	access	access	NOUN
cte-112	30	6	article	article	NOUN
cte-112	30	7	distributed	distribute	VERB
cte-112	30	8	under	under	ADP
cte-112	30	9	the	the	DET
cte-112	30	10	terms	term	NOUN
cte-112	30	11	of	of	ADP
cte-112	30	12	the	the	DET
cte-112	30	13	creative	creative	ADJ
cte-112	30	14	commons	common	NOUN
cte-112	30	15	license	license	NOUN
cte-112	30	16	attribution	attribution	NOUN
cte-112	30	17	4.0	4.0	NUM
cte-112	30	18	international	international	NOUN
cte-112	30	19	(	(	PUNCT
cte-112	30	20	cc	cc	NOUN
cte-112	30	21	by	by	ADP
cte-112	30	22	4.0	4.0	NUM
cte-112	30	23	)	)	PUNCT
cte-112	30	24	,	,	PUNCT
cte-112	30	25	which	which	PRON
cte-112	30	26	permits	permit	VERB
cte-112	30	27	unrestricted	unrestricted	ADJ
cte-112	30	28	use	use	NOUN
cte-112	30	29	,	,	PUNCT
cte-112	30	30	distribution	distribution	NOUN
cte-112	30	31	,	,	PUNCT
cte-112	30	32	and	and	CCONJ
cte-112	30	33	reproduction	reproduction	NOUN
cte-112	30	34	in	in	ADP
cte-112	30	35	any	any	DET
cte-112	30	36	medium	medium	NOUN
cte-112	30	37	,	,	PUNCT
cte-112	30	38	provided	provide	VERB
cte-112	30	39	the	the	DET
cte-112	30	40	original	original	ADJ
cte-112	30	41	work	work	NOUN
cte-112	30	42	is	be	AUX
cte-112	30	43	properly	properly	ADV
cte-112	30	44	cited	cite	VERB
cte-112	30	45	.	.	PUNCT
cte-112	31	1	155	155	NUM
cte-112	31	2	mailto:ryabko@meta.ua	mailto:ryabko@meta.ua	PROPN
cte-112	31	3	mailto:ksuwazaika@gmail.com	mailto:ksuwazaika@gmail.com	PUNCT
cte-112	32	1	mailto:kyxap4yk1@ukr.net	mailto:kyxap4yk1@ukr.net	PROPN
cte-112	32	2	mailto:tetianavakaliuk@gmail.com	mailto:tetianavakaliuk@gmail.com	PROPN
cte-112	32	3	mailto:osadchyi@mdpu.org.ua	mailto:osadchyi@mdpu.org.ua	PROPN
cte-112	32	4	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	PROPN
cte-112	32	5	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	PROPN
cte-112	32	6	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	http://pfm.gnpu.edu.ua/index.php/struktura1/2015-04-01-14-50-26	PROPN
cte-112	32	7	https://sites.google.com/view/neota	https://sites.google.com/view/neota	PROPN
cte-112	32	8	http://osadchyi.mdpu.org.ua	http://osadchyi.mdpu.org.ua	PROPN
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cte-112	32	11	https://orcid.org/0000-0002-7588-7406	https://orcid.org/0000-0002-7588-7406	NOUN
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cte-112	32	13	https://orcid.org/0000-0001-5659-4774	https://orcid.org/0000-0001-5659-4774	NOUN
cte-112	32	14	https://acnsci.org/cte	https://acnsci.org/cte	VERB
cte-112	32	15	https://creativecommons.org/licenses/by/4.0	https://creativecommons.org/licenses/by/4.0	X
cte-112	32	16	https://acnsci.org	https://acnsci.org	PROPN
cte-112	32	17	cte	cte	NOUN
cte-112	32	18	workshop	workshop	NOUN
cte-112	32	19	proceedings	proceeding	NOUN
cte-112	32	20	,	,	PUNCT
cte-112	32	21	2022	2022	NUM
cte-112	32	22	,	,	PUNCT
cte-112	32	23	vol	vol	NOUN
cte-112	32	24	.	.	NOUN
cte-112	33	1	9	9	NUM
cte-112	33	2	:	:	PUNCT
cte-112	33	3	cte-2021	cte-2021	NOUN
cte-112	33	4	,	,	PUNCT
cte-112	33	5	pp	pp	ADP
cte-112	33	6	.	.	PUNCT
cte-112	34	1	154	154	NUM
cte-112	34	2	-	-	SYM
cte-112	34	3	169	169	NUM
cte-112	34	4	the	the	DET
cte-112	34	5	achievement	achievement	NOUN
cte-112	34	6	of	of	ADP
cte-112	34	7	the	the	DET
cte-112	34	8	stated	state	VERB
cte-112	34	9	goals	goal	NOUN
cte-112	34	10	of	of	ADP
cte-112	34	11	the	the	DET
cte-112	34	12	educational	educational	ADJ
cte-112	34	13	program	program	NOUN
cte-112	34	14	and	and	CCONJ
cte-112	34	15	program	program	NOUN
cte-112	34	16	learning	learn	VERB
cte-112	34	17	outcomes	outcome	NOUN
cte-112	34	18	.	.	PUNCT
cte-112	35	1	since	since	SCONJ
cte-112	35	2	the	the	DET
cte-112	35	3	educational	educational	ADJ
cte-112	35	4	program	program	NOUN
cte-112	35	5	and	and	CCONJ
cte-112	35	6	educational	educational	ADJ
cte-112	35	7	activities	activity	NOUN
cte-112	35	8	must	must	AUX
cte-112	35	9	meet	meet	VERB
cte-112	35	10	the	the	DET
cte-112	35	11	requirements	requirement	NOUN
cte-112	35	12	of	of	ADP
cte-112	35	13	a	a	DET
cte-112	35	14	student	student	NOUN
cte-112	35	15	-	-	PUNCT
cte-112	35	16	centered	center	VERB
cte-112	35	17	approach	approach	NOUN
cte-112	35	18	and	and	CCONJ
cte-112	35	19	the	the	DET
cte-112	35	20	principles	principle	NOUN
cte-112	35	21	of	of	ADP
cte-112	35	22	academic	academic	ADJ
cte-112	35	23	freedom	freedom	NOUN
cte-112	35	24	,	,	PUNCT
cte-112	35	25	the	the	DET
cte-112	35	26	hypothesis	hypothesis	NOUN
cte-112	35	27	of	of	ADP
cte-112	35	28	the	the	DET
cte-112	35	29	study	study	NOUN
cte-112	35	30	is	be	AUX
cte-112	35	31	that	that	SCONJ
cte-112	35	32	based	base	VERB
cte-112	35	33	on	on	ADP
cte-112	35	34	a	a	DET
cte-112	35	35	sample	sample	NOUN
cte-112	35	36	of	of	ADP
cte-112	35	37	students	student	NOUN
cte-112	35	38	and	and	CCONJ
cte-112	35	39	graduates	graduate	NOUN
cte-112	35	40	of	of	ADP
cte-112	35	41	higher	high	ADJ
cte-112	35	42	education	education	NOUN
cte-112	35	43	,	,	PUNCT
cte-112	35	44	the	the	DET
cte-112	35	45	quality	quality	NOUN
cte-112	35	46	of	of	ADP
cte-112	35	47	educational	educational	ADJ
cte-112	35	48	programs	program	NOUN
cte-112	35	49	and	and	CCONJ
cte-112	35	50	educational	educational	ADJ
cte-112	35	51	activities	activity	NOUN
cte-112	35	52	,	,	PUNCT
cte-112	35	53	which	which	PRON
cte-112	35	54	will	will	AUX
cte-112	35	55	be	be	AUX
cte-112	35	56	able	able	ADJ
cte-112	35	57	to	to	PART
cte-112	35	58	adequately	adequately	ADV
cte-112	35	59	perform	perform	VERB
cte-112	35	60	a	a	DET
cte-112	35	61	comprehensive	comprehensive	ADJ
cte-112	35	62	assessment	assessment	NOUN
cte-112	35	63	of	of	ADP
cte-112	35	64	the	the	DET
cte-112	35	65	quality	quality	NOUN
cte-112	35	66	of	of	ADP
cte-112	35	67	the	the	DET
cte-112	35	68	educational	educational	ADJ
cte-112	35	69	program	program	NOUN
cte-112	35	70	and	and	CCONJ
cte-112	35	71	educational	educational	ADJ
cte-112	35	72	activities	activity	NOUN
cte-112	35	73	.	.	PUNCT
cte-112	36	1	intelligent	intelligent	ADJ
cte-112	36	2	data	datum	NOUN
cte-112	36	3	processing	processing	NOUN
cte-112	36	4	using	use	VERB
cte-112	36	5	a	a	DET
cte-112	36	6	neural	neural	ADJ
cte-112	36	7	network	network	NOUN
cte-112	36	8	allows	allow	VERB
cte-112	36	9	forming	form	VERB
cte-112	36	10	forecast	forecast	NOUN
cte-112	36	11	probabilities	probability	NOUN
cte-112	36	12	of	of	ADP
cte-112	36	13	values	value	NOUN
cte-112	36	14	of	of	ADP
cte-112	36	15	future	future	ADJ
cte-112	36	16	results	result	NOUN
cte-112	36	17	of	of	ADP
cte-112	36	18	accreditation	accreditation	NOUN
cte-112	36	19	examination	examination	NOUN
cte-112	36	20	in	in	ADP
cte-112	36	21	a	a	DET
cte-112	36	22	higher	high	ADJ
cte-112	36	23	education	education	NOUN
cte-112	36	24	institution	institution	NOUN
cte-112	36	25	,	,	PUNCT
cte-112	36	26	which	which	PRON
cte-112	36	27	can	can	AUX
cte-112	36	28	contribute	contribute	VERB
cte-112	36	29	to	to	ADP
cte-112	36	30	the	the	DET
cte-112	36	31	improvement	improvement	NOUN
cte-112	36	32	of	of	ADP
cte-112	36	33	measures	measure	NOUN
cte-112	36	34	to	to	PART
cte-112	36	35	improve	improve	VERB
cte-112	36	36	the	the	DET
cte-112	36	37	educational	educational	ADJ
cte-112	36	38	program	program	NOUN
cte-112	36	39	.	.	PUNCT
cte-112	37	1	the	the	DET
cte-112	37	2	results	result	NOUN
cte-112	37	3	of	of	ADP
cte-112	37	4	forecasting	forecasting	NOUN
cte-112	37	5	can	can	AUX
cte-112	37	6	be	be	AUX
cte-112	37	7	used	use	VERB
cte-112	37	8	by	by	ADP
cte-112	37	9	the	the	DET
cte-112	37	10	management	management	NOUN
cte-112	37	11	of	of	ADP
cte-112	37	12	faculties	faculty	NOUN
cte-112	37	13	and	and	CCONJ
cte-112	37	14	graduating	graduating	NOUN
cte-112	37	15	departments	department	NOUN
cte-112	37	16	as	as	ADV
cte-112	37	17	informative	informative	ADJ
cte-112	37	18	and	and	CCONJ
cte-112	37	19	recommendatory	recommendatory	ADJ
cte-112	37	20	.	.	PUNCT
cte-112	38	1	in	in	ADP
cte-112	38	2	addition	addition	NOUN
cte-112	38	3	,	,	PUNCT
cte-112	38	4	guarantors	guarantor	NOUN
cte-112	38	5	of	of	ADP
cte-112	38	6	educational	educational	ADJ
cte-112	38	7	programs	program	NOUN
cte-112	38	8	based	base	VERB
cte-112	38	9	on	on	ADP
cte-112	38	10	forecasts	forecast	NOUN
cte-112	38	11	can	can	AUX
cte-112	38	12	plan	plan	VERB
cte-112	38	13	activities	activity	NOUN
cte-112	38	14	and	and	CCONJ
cte-112	38	15	individual	individual	ADJ
cte-112	38	16	work	work	NOUN
cte-112	38	17	with	with	ADP
cte-112	38	18	teachers	teacher	NOUN
cte-112	38	19	to	to	PART
cte-112	38	20	positively	positively	ADV
cte-112	38	21	change	change	VERB
cte-112	38	22	the	the	DET
cte-112	38	23	forecast	forecast	NOUN
cte-112	38	24	.	.	PUNCT
cte-112	39	1	thanks	thank	NOUN
cte-112	39	2	to	to	ADP
cte-112	39	3	the	the	DET
cte-112	39	4	analysis	analysis	NOUN
cte-112	39	5	of	of	ADP
cte-112	39	6	the	the	DET
cte-112	39	7	received	receive	VERB
cte-112	39	8	data	datum	NOUN
cte-112	39	9	it	it	PRON
cte-112	39	10	is	be	AUX
cte-112	39	11	possible	possible	ADJ
cte-112	39	12	to	to	PART
cte-112	39	13	reveal	reveal	VERB
cte-112	39	14	weak	weak	ADJ
cte-112	39	15	points	point	NOUN
cte-112	39	16	of	of	ADP
cte-112	39	17	the	the	DET
cte-112	39	18	educational	educational	ADJ
cte-112	39	19	process	process	NOUN
cte-112	39	20	that	that	PRON
cte-112	39	21	will	will	AUX
cte-112	39	22	give	give	VERB
cte-112	39	23	the	the	DET
cte-112	39	24	chance	chance	NOUN
cte-112	39	25	to	to	PART
cte-112	39	26	modernize	modernize	VERB
cte-112	39	27	it	it	PRON
cte-112	39	28	.	.	PUNCT
cte-112	40	1	with	with	ADP
cte-112	40	2	this	this	PRON
cte-112	40	3	in	in	ADP
cte-112	40	4	mind	mind	NOUN
cte-112	40	5	,	,	PUNCT
cte-112	40	6	the	the	DET
cte-112	40	7	article	article	NOUN
cte-112	40	8	aims	aim	VERB
cte-112	40	9	to	to	PART
cte-112	40	10	substantiate	substantiate	VERB
cte-112	40	11	,	,	PUNCT
cte-112	40	12	develop	develop	VERB
cte-112	40	13	and	and	CCONJ
cte-112	40	14	implement	implement	VERB
cte-112	40	15	a	a	DET
cte-112	40	16	mathematical	mathematical	ADJ
cte-112	40	17	model	model	NOUN
cte-112	40	18	of	of	ADP
cte-112	40	19	a	a	DET
cte-112	40	20	comprehensive	comprehensive	ADJ
cte-112	40	21	assessment	assessment	NOUN
cte-112	40	22	of	of	ADP
cte-112	40	23	the	the	DET
cte-112	40	24	quality	quality	NOUN
cte-112	40	25	of	of	ADP
cte-112	40	26	educational	educational	ADJ
cte-112	40	27	programs	program	NOUN
cte-112	40	28	and	and	CCONJ
cte-112	40	29	educational	educational	ADJ
cte-112	40	30	activities	activity	NOUN
cte-112	40	31	based	base	VERB
cte-112	40	32	on	on	ADP
cte-112	40	33	the	the	DET
cte-112	40	34	methods	method	NOUN
cte-112	40	35	of	of	ADP
cte-112	40	36	the	the	DET
cte-112	40	37	neuro	neuro	NOUN
cte-112	40	38	-	-	PUNCT
cte-112	40	39	fuzzy	fuzzy	ADJ
cte-112	40	40	approach	approach	NOUN
cte-112	40	41	.	.	PUNCT
cte-112	41	1	1.1	1.1	NUM
cte-112	41	2	.	.	PUNCT
cte-112	42	1	theoretical	theoretical	ADJ
cte-112	42	2	background	background	NOUN
cte-112	42	3	assessing	assess	VERB
cte-112	42	4	the	the	DET
cte-112	42	5	quality	quality	NOUN
cte-112	42	6	of	of	ADP
cte-112	42	7	educational	educational	ADJ
cte-112	42	8	activities	activity	NOUN
cte-112	42	9	according	accord	VERB
cte-112	42	10	to	to	ADP
cte-112	42	11	clearly	clearly	ADV
cte-112	42	12	defined	define	VERB
cte-112	42	13	criteria	criterion	NOUN
cte-112	42	14	and	and	CCONJ
cte-112	42	15	methodologies	methodology	NOUN
cte-112	42	16	is	be	AUX
cte-112	42	17	an	an	DET
cte-112	42	18	important	important	ADJ
cte-112	42	19	task	task	NOUN
cte-112	42	20	in	in	ADP
cte-112	42	21	the	the	DET
cte-112	42	22	process	process	NOUN
cte-112	42	23	of	of	ADP
cte-112	42	24	accreditation	accreditation	NOUN
cte-112	42	25	of	of	ADP
cte-112	42	26	educational	educational	ADJ
cte-112	42	27	programs	program	NOUN
cte-112	42	28	,	,	PUNCT
cte-112	42	29	which	which	PRON
cte-112	42	30	are	be	AUX
cte-112	42	31	used	use	VERB
cte-112	42	32	to	to	PART
cte-112	42	33	train	train	VERB
cte-112	42	34	applicants	applicant	NOUN
cte-112	42	35	for	for	ADP
cte-112	42	36	higher	high	ADJ
cte-112	42	37	education	education	NOUN
cte-112	42	38	in	in	ADP
cte-112	42	39	ukraine	ukraine	NOUN
cte-112	42	40	.	.	PUNCT
cte-112	43	1	in	in	ADP
cte-112	43	2	the	the	DET
cte-112	43	3	process	process	NOUN
cte-112	43	4	of	of	ADP
cte-112	43	5	preparing	prepare	VERB
cte-112	43	6	for	for	ADP
cte-112	43	7	accreditation	accreditation	NOUN
cte-112	43	8	and	and	CCONJ
cte-112	43	9	preparation	preparation	NOUN
cte-112	43	10	of	of	ADP
cte-112	43	11	materials	material	NOUN
cte-112	43	12	for	for	ADP
cte-112	43	13	self	self	NOUN
cte-112	43	14	-	-	PUNCT
cte-112	43	15	assessment	assessment	NOUN
cte-112	43	16	of	of	ADP
cte-112	43	17	the	the	DET
cte-112	43	18	educational	educational	ADJ
cte-112	43	19	program	program	NOUN
cte-112	43	20	,	,	PUNCT
cte-112	43	21	there	there	PRON
cte-112	43	22	are	be	VERB
cte-112	43	23	problems	problem	NOUN
cte-112	43	24	in	in	ADP
cte-112	43	25	determining	determine	VERB
cte-112	43	26	the	the	DET
cte-112	43	27	objectivity	objectivity	NOUN
cte-112	43	28	of	of	ADP
cte-112	43	29	self	self	NOUN
cte-112	43	30	-	-	PUNCT
cte-112	43	31	assessment	assessment	NOUN
cte-112	43	32	and	and	CCONJ
cte-112	43	33	finding	find	VERB
cte-112	43	34	potential	potential	ADJ
cte-112	43	35	problems	problem	NOUN
cte-112	43	36	and	and	CCONJ
cte-112	43	37	shortcomings	shortcoming	NOUN
cte-112	43	38	of	of	ADP
cte-112	43	39	educational	educational	ADJ
cte-112	43	40	activities	activity	NOUN
cte-112	43	41	.	.	PUNCT
cte-112	44	1	due	due	ADP
cte-112	44	2	to	to	ADP
cte-112	44	3	this	this	DET
cte-112	44	4	problem	problem	NOUN
cte-112	44	5	,	,	PUNCT
cte-112	44	6	the	the	DET
cte-112	44	7	urgent	urgent	ADJ
cte-112	44	8	task	task	NOUN
cte-112	44	9	is	be	AUX
cte-112	44	10	to	to	PART
cte-112	44	11	find	find	VERB
cte-112	44	12	mathematical	mathematical	ADJ
cte-112	44	13	tools	tool	NOUN
cte-112	44	14	that	that	PRON
cte-112	44	15	could	could	AUX
cte-112	44	16	be	be	AUX
cte-112	44	17	used	use	VERB
cte-112	44	18	by	by	ADP
cte-112	44	19	managers	manager	NOUN
cte-112	44	20	of	of	ADP
cte-112	44	21	higher	high	ADJ
cte-112	44	22	education	education	NOUN
cte-112	44	23	institutions	institution	NOUN
cte-112	44	24	in	in	ADP
cte-112	44	25	their	their	PRON
cte-112	44	26	approaches	approach	NOUN
cte-112	44	27	to	to	ADP
cte-112	44	28	determining	determine	VERB
cte-112	44	29	the	the	DET
cte-112	44	30	quality	quality	NOUN
cte-112	44	31	of	of	ADP
cte-112	44	32	educational	educational	ADJ
cte-112	44	33	services	service	NOUN
cte-112	44	34	offered	offer	VERB
cte-112	44	35	.	.	PUNCT
cte-112	45	1	the	the	DET
cte-112	45	2	paradigm	paradigm	NOUN
cte-112	45	3	shift	shift	NOUN
cte-112	45	4	in	in	ADP
cte-112	45	5	educational	educational	ADJ
cte-112	45	6	philosophy	philosophy	NOUN
cte-112	45	7	and	and	CCONJ
cte-112	45	8	practice	practice	NOUN
cte-112	45	9	has	have	AUX
cte-112	45	10	led	lead	VERB
cte-112	45	11	to	to	ADP
cte-112	45	12	focusing	focus	VERB
cte-112	45	13	primarily	primarily	ADV
cte-112	45	14	on	on	ADP
cte-112	45	15	student	student	NOUN
cte-112	45	16	learning	learn	VERB
cte-112	45	17	outcomes	outcome	NOUN
cte-112	45	18	.	.	PUNCT
cte-112	46	1	the	the	DET
cte-112	46	2	educational	educational	ADJ
cte-112	46	3	process	process	NOUN
cte-112	46	4	should	should	AUX
cte-112	46	5	be	be	AUX
cte-112	46	6	results	result	NOUN
cte-112	46	7	-	-	PUNCT
cte-112	46	8	oriented	orient	VERB
cte-112	46	9	what	what	PRON
cte-112	46	10	exactly	exactly	ADV
cte-112	46	11	students	student	NOUN
cte-112	46	12	know	know	VERB
cte-112	46	13	and	and	CCONJ
cte-112	46	14	can	can	AUX
cte-112	46	15	actually	actually	ADV
cte-112	46	16	do	do	VERB
cte-112	46	17	.	.	PUNCT
cte-112	47	1	accordingly	accordingly	ADV
cte-112	47	2	,	,	PUNCT
cte-112	47	3	student	student	NOUN
cte-112	47	4	-	-	PUNCT
cte-112	47	5	centered	center	VERB
cte-112	47	6	learning	learning	NOUN
cte-112	47	7	is	be	AUX
cte-112	47	8	an	an	DET
cte-112	47	9	approach	approach	NOUN
cte-112	47	10	in	in	ADP
cte-112	47	11	which	which	PRON
cte-112	47	12	students	student	NOUN
cte-112	47	13	influence	influence	VERB
cte-112	47	14	the	the	DET
cte-112	47	15	content	content	NOUN
cte-112	47	16	,	,	PUNCT
cte-112	47	17	activities	activity	NOUN
cte-112	47	18	,	,	PUNCT
cte-112	47	19	materials	material	NOUN
cte-112	47	20	,	,	PUNCT
cte-112	47	21	and	and	CCONJ
cte-112	47	22	pace	pace	NOUN
cte-112	47	23	of	of	ADP
cte-112	47	24	their	their	PRON
cte-112	47	25	learning	learning	NOUN
cte-112	47	26	.	.	PUNCT
cte-112	48	1	this	this	DET
cte-112	48	2	model	model	NOUN
cte-112	48	3	of	of	ADP
cte-112	48	4	learning	learn	VERB
cte-112	48	5	puts	put	VERB
cte-112	48	6	the	the	DET
cte-112	48	7	student	student	NOUN
cte-112	48	8	at	at	ADP
cte-112	48	9	the	the	DET
cte-112	48	10	center	center	NOUN
cte-112	48	11	of	of	ADP
cte-112	48	12	the	the	DET
cte-112	48	13	learning	learning	NOUN
cte-112	48	14	process	process	NOUN
cte-112	48	15	[	[	X
cte-112	48	16	3	3	NUM
cte-112	48	17	]	]	PUNCT
cte-112	48	18	.	.	PUNCT
cte-112	49	1	eu	eu	PROPN
cte-112	49	2	initiatives	initiative	NOUN
cte-112	49	3	call	call	VERB
cte-112	49	4	for	for	ADP
cte-112	49	5	increased	increase	VERB
cte-112	49	6	efficiency	efficiency	NOUN
cte-112	49	7	,	,	PUNCT
cte-112	49	8	international	international	ADJ
cte-112	49	9	attractiveness	attractiveness	NOUN
cte-112	49	10	,	,	PUNCT
cte-112	49	11	and	and	CCONJ
cte-112	49	12	competitiveness	competitiveness	NOUN
cte-112	49	13	of	of	ADP
cte-112	49	14	higher	high	ADJ
cte-112	49	15	education	education	NOUN
cte-112	49	16	institutions	institution	NOUN
cte-112	49	17	.	.	PUNCT
cte-112	50	1	a	a	DET
cte-112	50	2	study	study	NOUN
cte-112	50	3	by	by	ADP
cte-112	50	4	wächter	wächter	PROPN
cte-112	50	5	et	et	PROPN
cte-112	50	6	al	al	PROPN
cte-112	50	7	.	.	PUNCT
cte-112	51	1	[	[	X
cte-112	51	2	39	39	NUM
cte-112	51	3	]	]	PUNCT
cte-112	51	4	considers	consider	VERB
cte-112	51	5	different	different	ADJ
cte-112	51	6	approaches	approach	NOUN
cte-112	51	7	to	to	ADP
cte-112	51	8	quality	quality	NOUN
cte-112	51	9	,	,	PUNCT
cte-112	51	10	quality	quality	NOUN
cte-112	51	11	assurance	assurance	NOUN
cte-112	51	12	,	,	PUNCT
cte-112	51	13	and	and	CCONJ
cte-112	51	14	ratings	rating	NOUN
cte-112	51	15	,	,	PUNCT
cte-112	51	16	analyzes	analyze	VERB
cte-112	51	17	recent	recent	ADJ
cte-112	51	18	research	research	NOUN
cte-112	51	19	,	,	PUNCT
cte-112	51	20	critically	critically	ADV
cte-112	51	21	analyzes	analyze	VERB
cte-112	51	22	these	these	DET
cte-112	51	23	approaches	approach	NOUN
cte-112	51	24	in	in	ADP
cte-112	51	25	a	a	DET
cte-112	51	26	comparative	comparative	ADJ
cte-112	51	27	perspective	perspective	NOUN
cte-112	51	28	,	,	PUNCT
cte-112	51	29	provides	provide	VERB
cte-112	51	30	recommendations	recommendation	NOUN
cte-112	51	31	and	and	CCONJ
cte-112	51	32	policy	policy	NOUN
cte-112	51	33	options	option	NOUN
cte-112	51	34	for	for	ADP
cte-112	51	35	parliament	parliament	NOUN
cte-112	51	36	.	.	PUNCT
cte-112	52	1	the	the	DET
cte-112	52	2	problem	problem	NOUN
cte-112	52	3	of	of	ADP
cte-112	52	4	determining	determine	VERB
cte-112	52	5	a	a	DET
cte-112	52	6	set	set	NOUN
cte-112	52	7	of	of	ADP
cte-112	52	8	effective	effective	ADJ
cte-112	52	9	indicators	indicator	NOUN
cte-112	52	10	that	that	PRON
cte-112	52	11	are	be	AUX
cte-112	52	12	easy	easy	ADJ
cte-112	52	13	to	to	PART
cte-112	52	14	determine	determine	VERB
cte-112	52	15	and	and	CCONJ
cte-112	52	16	can	can	AUX
cte-112	52	17	be	be	AUX
cte-112	52	18	applied	apply	VERB
cte-112	52	19	to	to	ADP
cte-112	52	20	both	both	CCONJ
cte-112	52	21	large	large	ADJ
cte-112	52	22	public	public	ADJ
cte-112	52	23	universities	university	NOUN
cte-112	52	24	and	and	CCONJ
cte-112	52	25	small	small	ADJ
cte-112	52	26	regional	regional	ADJ
cte-112	52	27	private	private	ADJ
cte-112	52	28	colleges	college	NOUN
cte-112	52	29	,	,	PUNCT
cte-112	52	30	from	from	ADP
cte-112	52	31	university	university	NOUN
cte-112	52	32	programs	program	NOUN
cte-112	52	33	to	to	PART
cte-112	52	34	alternative	alternative	ADJ
cte-112	52	35	programs	program	NOUN
cte-112	52	36	is	be	AUX
cte-112	52	37	also	also	ADV
cte-112	52	38	relevant	relevant	ADJ
cte-112	52	39	for	for	ADP
cte-112	52	40	the	the	DET
cte-112	52	41	united	united	PROPN
cte-112	52	42	states	states	PROPN
cte-112	52	43	[	[	X
cte-112	52	44	13	13	NUM
cte-112	52	45	]	]	PUNCT
cte-112	52	46	.	.	PUNCT
cte-112	53	1	cherniak	cherniak	PROPN
cte-112	53	2	,	,	PUNCT
cte-112	53	3	sorocolat	sorocolat	NOUN
cte-112	53	4	and	and	CCONJ
cte-112	53	5	kanytska	kanytska	NOUN
cte-112	54	1	[	[	X
cte-112	54	2	7	7	NUM
cte-112	54	3	]	]	PUNCT
cte-112	54	4	investigated	investigate	VERB
cte-112	54	5	the	the	DET
cte-112	54	6	possibility	possibility	NOUN
cte-112	54	7	of	of	ADP
cte-112	54	8	assessing	assess	VERB
cte-112	54	9	the	the	DET
cte-112	54	10	quality	quality	NOUN
cte-112	54	11	of	of	ADP
cte-112	54	12	qualimetry	qualimetry	NOUN
cte-112	54	13	objects	object	NOUN
cte-112	54	14	by	by	ADP
cte-112	54	15	graph	graph	VERB
cte-112	54	16	analytical	analytical	ADJ
cte-112	54	17	method	method	NOUN
cte-112	54	18	,	,	PUNCT
cte-112	54	19	ie	ie	ADV
cte-112	54	20	to	to	PART
cte-112	54	21	apply	apply	VERB
cte-112	54	22	the	the	DET
cte-112	54	23	principle	principle	NOUN
cte-112	54	24	of	of	ADP
cte-112	54	25	determining	determine	VERB
cte-112	54	26	the	the	DET
cte-112	54	27	area	area	NOUN
cte-112	54	28	and	and	CCONJ
cte-112	54	29	volume	volume	NOUN
cte-112	54	30	under	under	ADP
cte-112	54	31	curved	curved	ADJ
cte-112	54	32	surfaces	surface	NOUN
cte-112	54	33	both	both	CCONJ
cte-112	54	34	in	in	ADP
cte-112	54	35	the	the	DET
cte-112	54	36	plane	plane	NOUN
cte-112	54	37	and	and	CCONJ
cte-112	54	38	in	in	ADP
cte-112	54	39	space	space	NOUN
cte-112	54	40	,	,	PUNCT
cte-112	54	41	which	which	PRON
cte-112	54	42	are	be	AUX
cte-112	54	43	created	create	VERB
cte-112	54	44	by	by	ADP
cte-112	54	45	156	156	NUM
cte-112	54	46	cte	cte	NOUN
cte-112	54	47	workshop	workshop	NOUN
cte-112	54	48	proceedings	proceeding	NOUN
cte-112	54	49	,	,	PUNCT
cte-112	54	50	2022	2022	NUM
cte-112	54	51	,	,	PUNCT
cte-112	54	52	vol	vol	NOUN
cte-112	54	53	.	.	NOUN
cte-112	54	54	9	9	NUM
cte-112	54	55	:	:	PUNCT
cte-112	54	56	cte-2021	cte-2021	NOUN
cte-112	54	57	,	,	PUNCT
cte-112	54	58	pp	pp	ADP
cte-112	54	59	.	.	PUNCT
cte-112	55	1	154	154	NUM
cte-112	55	2	-	-	SYM
cte-112	55	3	169	169	NUM
cte-112	55	4	combining	combine	VERB
cte-112	55	5	estimates	estimate	NOUN
cte-112	55	6	of	of	ADP
cte-112	55	7	individual	individual	ADJ
cte-112	55	8	quality	quality	NOUN
cte-112	55	9	indicators	indicator	NOUN
cte-112	55	10	on	on	ADP
cte-112	55	11	a	a	DET
cte-112	55	12	dimensionless	dimensionless	NOUN
cte-112	55	13	scale	scale	NOUN
cte-112	55	14	.	.	PUNCT
cte-112	56	1	it	it	PRON
cte-112	56	2	is	be	AUX
cte-112	56	3	shown	show	VERB
cte-112	56	4	that	that	SCONJ
cte-112	56	5	,	,	PUNCT
cte-112	56	6	as	as	ADP
cte-112	56	7	a	a	DET
cte-112	56	8	rule	rule	NOUN
cte-112	56	9	,	,	PUNCT
cte-112	56	10	mathematical	mathematical	ADJ
cte-112	56	11	dependences	dependence	NOUN
cte-112	56	12	are	be	AUX
cte-112	56	13	nonlinear	nonlinear	ADJ
cte-112	56	14	and	and	CCONJ
cte-112	56	15	their	their	PRON
cte-112	56	16	research	research	NOUN
cte-112	56	17	is	be	AUX
cte-112	56	18	reduced	reduce	VERB
cte-112	56	19	to	to	ADP
cte-112	56	20	the	the	DET
cte-112	56	21	development	development	NOUN
cte-112	56	22	of	of	ADP
cte-112	56	23	universal	universal	ADJ
cte-112	56	24	methods	method	NOUN
cte-112	56	25	that	that	PRON
cte-112	56	26	could	could	AUX
cte-112	56	27	be	be	AUX
cte-112	56	28	applied	apply	VERB
cte-112	56	29	to	to	ADP
cte-112	56	30	objects	object	NOUN
cte-112	56	31	of	of	ADP
cte-112	56	32	qualimetry	qualimetry	NOUN
cte-112	56	33	,	,	PUNCT
cte-112	56	34	regardless	regardless	ADV
cte-112	56	35	of	of	ADP
cte-112	56	36	their	their	PRON
cte-112	56	37	nature	nature	NOUN
cte-112	56	38	,	,	PUNCT
cte-112	56	39	complexity	complexity	NOUN
cte-112	56	40	,	,	PUNCT
cte-112	56	41	importance	importance	NOUN
cte-112	56	42	,	,	PUNCT
cte-112	56	43	and	and	CCONJ
cte-112	56	44	more	more	ADJ
cte-112	56	45	.	.	PUNCT
cte-112	57	1	having	have	VERB
cte-112	57	2	unit	unit	NOUN
cte-112	57	3	quality	quality	NOUN
cte-112	57	4	indicators	indicator	NOUN
cte-112	57	5	in	in	ADP
cte-112	57	6	a	a	DET
cte-112	57	7	single	single	ADJ
cte-112	57	8	(	(	PUNCT
cte-112	57	9	dimensionless	dimensionless	NOUN
cte-112	57	10	)	)	PUNCT
cte-112	57	11	rating	rating	NOUN
cte-112	57	12	scale	scale	NOUN
cte-112	57	13	,	,	PUNCT
cte-112	57	14	it	it	PRON
cte-112	57	15	is	be	AUX
cte-112	57	16	proposed	propose	VERB
cte-112	57	17	to	to	PART
cte-112	57	18	determine	determine	VERB
cte-112	57	19	a	a	DET
cte-112	57	20	single	single	ADJ
cte-112	57	21	comprehensive	comprehensive	ADJ
cte-112	57	22	quality	quality	NOUN
cte-112	57	23	indicator	indicator	NOUN
cte-112	57	24	of	of	ADP
cte-112	57	25	the	the	DET
cte-112	57	26	object	object	NOUN
cte-112	57	27	of	of	ADP
cte-112	57	28	qualimetry	qualimetry	NOUN
cte-112	57	29	using	use	VERB
cte-112	57	30	the	the	DET
cte-112	57	31	method	method	NOUN
cte-112	57	32	of	of	ADP
cte-112	57	33	integration	integration	NOUN
cte-112	57	34	,	,	PUNCT
cte-112	57	35	which	which	PRON
cte-112	57	36	takes	take	VERB
cte-112	57	37	into	into	ADP
cte-112	57	38	account	account	NOUN
cte-112	57	39	the	the	DET
cte-112	57	40	evaluation	evaluation	NOUN
cte-112	57	41	of	of	ADP
cte-112	57	42	unit	unit	NOUN
cte-112	57	43	quality	quality	NOUN
cte-112	57	44	indicators	indicator	NOUN
cte-112	57	45	[	[	X
cte-112	57	46	7	7	NUM
cte-112	57	47	]	]	PUNCT
cte-112	57	48	.	.	PUNCT
cte-112	58	1	pârvu	pârvu	NOUN
cte-112	58	2	and	and	CCONJ
cte-112	58	3	ipate	ipate	VERB
cte-112	58	4	[	[	X
cte-112	58	5	29	29	NUM
cte-112	58	6	]	]	X
cte-112	58	7	propose	propose	VERB
cte-112	58	8	a	a	DET
cte-112	58	9	mathematical	mathematical	ADJ
cte-112	58	10	model	model	NOUN
cte-112	58	11	based	base	VERB
cte-112	58	12	on	on	ADP
cte-112	58	13	a	a	DET
cte-112	58	14	set	set	NOUN
cte-112	58	15	of	of	ADP
cte-112	58	16	indicators	indicator	NOUN
cte-112	58	17	that	that	PRON
cte-112	58	18	are	be	AUX
cte-112	58	19	adapted	adapt	VERB
cte-112	58	20	to	to	ADP
cte-112	58	21	the	the	DET
cte-112	58	22	classification	classification	NOUN
cte-112	58	23	structure	structure	NOUN
cte-112	58	24	of	of	ADP
cte-112	58	25	intellectual	intellectual	ADJ
cte-112	58	26	capital	capital	NOUN
cte-112	58	27	,	,	PUNCT
cte-112	58	28	which	which	PRON
cte-112	58	29	is	be	AUX
cte-112	58	30	unanimously	unanimously	ADV
cte-112	58	31	recognized	recognize	VERB
cte-112	58	32	worldwide	worldwide	ADV
cte-112	58	33	,	,	PUNCT
cte-112	58	34	namely	namely	ADV
cte-112	58	35	to	to	ADP
cte-112	58	36	the	the	DET
cte-112	58	37	external	external	ADJ
cte-112	58	38	and	and	CCONJ
cte-112	58	39	internal	internal	ADJ
cte-112	58	40	structure	structure	NOUN
cte-112	58	41	and	and	CCONJ
cte-112	58	42	competence	competence	NOUN
cte-112	58	43	of	of	ADP
cte-112	58	44	employees	employee	NOUN
cte-112	58	45	.	.	PUNCT
cte-112	59	1	the	the	DET
cte-112	59	2	rompedet	rompedet	NOUN
cte-112	59	3	method	method	NOUN
cte-112	59	4	,	,	PUNCT
cte-112	59	5	an	an	DET
cte-112	59	6	original	original	ADJ
cte-112	59	7	product	product	NOUN
cte-112	59	8	of	of	ADP
cte-112	59	9	the	the	DET
cte-112	59	10	romanian	romanian	ADJ
cte-112	59	11	school	school	NOUN
cte-112	59	12	of	of	ADP
cte-112	59	13	management	management	NOUN
cte-112	59	14	[	[	X
cte-112	59	15	15	15	NUM
cte-112	59	16	]	]	PUNCT
cte-112	59	17	,	,	PUNCT
cte-112	59	18	was	be	AUX
cte-112	59	19	used	use	VERB
cte-112	59	20	as	as	ADP
cte-112	59	21	a	a	DET
cte-112	59	22	mathematical	mathematical	ADJ
cte-112	59	23	calculation	calculation	NOUN
cte-112	59	24	tool	tool	NOUN
cte-112	59	25	.	.	PUNCT
cte-112	60	1	when	when	SCONJ
cte-112	60	2	assessing	assess	VERB
cte-112	60	3	the	the	DET
cte-112	60	4	quality	quality	NOUN
cte-112	60	5	of	of	ADP
cte-112	60	6	education	education	NOUN
cte-112	60	7	,	,	PUNCT
cte-112	60	8	we	we	PRON
cte-112	60	9	are	be	AUX
cte-112	60	10	faced	face	VERB
cte-112	60	11	with	with	ADP
cte-112	60	12	a	a	DET
cte-112	60	13	huge	huge	ADJ
cte-112	60	14	number	number	NOUN
cte-112	60	15	of	of	ADP
cte-112	60	16	different	different	ADJ
cte-112	60	17	criteria	criterion	NOUN
cte-112	60	18	,	,	PUNCT
cte-112	60	19	each	each	PRON
cte-112	60	20	of	of	ADP
cte-112	60	21	which	which	PRON
cte-112	60	22	may	may	AUX
cte-112	60	23	consist	consist	VERB
cte-112	60	24	of	of	ADP
cte-112	60	25	many	many	ADJ
cte-112	60	26	sub	sub	NOUN
cte-112	60	27	-	-	NOUN
cte-112	60	28	criteria	criterion	NOUN
cte-112	60	29	,	,	PUNCT
cte-112	60	30	therefore	therefore	ADV
cte-112	60	31	,	,	PUNCT
cte-112	60	32	the	the	DET
cte-112	60	33	task	task	NOUN
cte-112	60	34	of	of	ADP
cte-112	60	35	assessing	assess	VERB
cte-112	60	36	the	the	DET
cte-112	60	37	quality	quality	NOUN
cte-112	60	38	of	of	ADP
cte-112	60	39	education	education	NOUN
cte-112	60	40	in	in	ADP
cte-112	60	41	its	its	PRON
cte-112	60	42	mathematical	mathematical	ADJ
cte-112	60	43	formulation	formulation	NOUN
cte-112	60	44	is	be	AUX
cte-112	60	45	multi	multi	ADJ
cte-112	60	46	-	-	NOUN
cte-112	60	47	criteria	criterion	NOUN
cte-112	60	48	.	.	PUNCT
cte-112	61	1	problem	problem	NOUN
cte-112	61	2	situations	situation	NOUN
cte-112	61	3	that	that	PRON
cte-112	61	4	are	be	AUX
cte-112	61	5	modeled	model	VERB
cte-112	61	6	and	and	CCONJ
cte-112	61	7	described	describe	VERB
cte-112	61	8	by	by	ADP
cte-112	61	9	linear	linear	PROPN
cte-112	61	10	models	model	NOUN
cte-112	61	11	and	and	CCONJ
cte-112	61	12	depend	depend	VERB
cte-112	61	13	on	on	ADP
cte-112	61	14	many	many	ADJ
cte-112	61	15	factors	factor	NOUN
cte-112	61	16	play	play	VERB
cte-112	61	17	an	an	DET
cte-112	61	18	important	important	ADJ
cte-112	61	19	role	role	NOUN
cte-112	61	20	,	,	PUNCT
cte-112	61	21	so	so	ADV
cte-112	61	22	solving	solve	VERB
cte-112	61	23	a	a	DET
cte-112	61	24	multicriteria	multicriteria	NOUN
cte-112	61	25	decision	decision	NOUN
cte-112	61	26	-	-	PUNCT
cte-112	61	27	making	make	VERB
cte-112	61	28	problem	problem	NOUN
cte-112	61	29	is	be	AUX
cte-112	61	30	often	often	ADV
cte-112	61	31	accompanied	accompany	VERB
cte-112	61	32	by	by	ADP
cte-112	61	33	solving	solve	VERB
cte-112	61	34	multicriteria	multicriteria	PROPN
cte-112	61	35	linear	linear	ADJ
cte-112	61	36	programming	programming	NOUN
cte-112	61	37	problems	problem	NOUN
cte-112	61	38	,	,	PUNCT
cte-112	61	39	or	or	CCONJ
cte-112	61	40	in	in	ADP
cte-112	61	41	other	other	ADJ
cte-112	61	42	words	word	NOUN
cte-112	61	43	,	,	PUNCT
cte-112	61	44	vector	vector	NOUN
cte-112	61	45	optimization	optimization	NOUN
cte-112	61	46	problems	problem	NOUN
cte-112	61	47	.	.	PUNCT
cte-112	62	1	given	give	VERB
cte-112	62	2	these	these	DET
cte-112	62	3	problems	problem	NOUN
cte-112	62	4	,	,	PUNCT
cte-112	62	5	mathematical	mathematical	ADJ
cte-112	62	6	models	model	NOUN
cte-112	62	7	of	of	ADP
cte-112	62	8	integrated	integrate	VERB
cte-112	62	9	quality	quality	NOUN
cte-112	62	10	assessment	assessment	NOUN
cte-112	62	11	using	use	VERB
cte-112	62	12	methods	method	NOUN
cte-112	62	13	that	that	PRON
cte-112	62	14	are	be	AUX
cte-112	62	15	based	base	VERB
cte-112	62	16	on	on	ADP
cte-112	62	17	the	the	DET
cte-112	62	18	convolution	convolution	NOUN
cte-112	62	19	of	of	ADP
cte-112	62	20	criteria	criterion	NOUN
cte-112	62	21	were	be	AUX
cte-112	62	22	also	also	ADV
cte-112	62	23	of	of	ADP
cte-112	62	24	interest	interest	NOUN
cte-112	62	25	for	for	ADP
cte-112	62	26	our	our	PRON
cte-112	62	27	study	study	NOUN
cte-112	62	28	.	.	PUNCT
cte-112	63	1	models	model	NOUN
cte-112	63	2	and	and	CCONJ
cte-112	63	3	methods	method	NOUN
cte-112	63	4	of	of	ADP
cte-112	63	5	multicriteria	multicriteria	PROPN
cte-112	63	6	optimization	optimization	NOUN
cte-112	63	7	are	be	AUX
cte-112	63	8	considered	consider	VERB
cte-112	63	9	in	in	ADP
cte-112	63	10	the	the	DET
cte-112	63	11	work	work	NOUN
cte-112	63	12	of	of	ADP
cte-112	63	13	kondruk	kondruk	NOUN
cte-112	63	14	and	and	CCONJ
cte-112	63	15	malyar	malyar	NOUN
cte-112	64	1	[	[	X
cte-112	64	2	18	18	NUM
cte-112	64	3	]	]	X
cte-112	64	4	,	,	PUNCT
cte-112	64	5	in	in	ADP
cte-112	64	6	particular	particular	ADJ
cte-112	64	7	,	,	PUNCT
cte-112	64	8	the	the	DET
cte-112	64	9	method	method	NOUN
cte-112	64	10	of	of	ADP
cte-112	64	11	additive	additive	ADJ
cte-112	64	12	convolution	convolution	NOUN
cte-112	64	13	of	of	ADP
cte-112	64	14	criteria	criterion	NOUN
cte-112	64	15	and	and	CCONJ
cte-112	64	16	the	the	DET
cte-112	64	17	method	method	NOUN
cte-112	64	18	of	of	ADP
cte-112	64	19	multiplicative	multiplicative	ADJ
cte-112	64	20	and	and	CCONJ
cte-112	64	21	minimax	minimax	NOUN
cte-112	64	22	convolution	convolution	NOUN
cte-112	64	23	of	of	ADP
cte-112	64	24	criteria	criterion	NOUN
cte-112	64	25	.	.	PUNCT
cte-112	65	1	the	the	DET
cte-112	65	2	method	method	NOUN
cte-112	65	3	of	of	ADP
cte-112	65	4	multiplicative	multiplicative	ADJ
cte-112	65	5	convolution	convolution	NOUN
cte-112	65	6	of	of	ADP
cte-112	65	7	partial	partial	ADJ
cte-112	65	8	criteria	criterion	NOUN
cte-112	65	9	to	to	ADP
cte-112	65	10	a	a	DET
cte-112	65	11	single	single	ADJ
cte-112	65	12	generalized	generalized	ADJ
cte-112	65	13	indicator	indicator	NOUN
cte-112	65	14	,	,	PUNCT
cte-112	65	15	which	which	PRON
cte-112	65	16	provides	provide	VERB
cte-112	65	17	as	as	ADP
cte-112	65	18	a	a	DET
cte-112	65	19	normalized	normalized	ADJ
cte-112	65	20	divisor	divisor	NOUN
cte-112	65	21	to	to	PART
cte-112	65	22	use	use	VERB
cte-112	65	23	the	the	DET
cte-112	65	24	maximum	maximum	ADJ
cte-112	65	25	(	(	PUNCT
cte-112	65	26	minimum	minimum	ADJ
cte-112	65	27	)	)	PUNCT
cte-112	65	28	values	value	NOUN
cte-112	65	29	of	of	ADP
cte-112	65	30	partial	partial	ADJ
cte-112	65	31	criteria	criterion	NOUN
cte-112	65	32	,	,	PUNCT
cte-112	65	33	obtaining	obtain	VERB
cte-112	65	34	which	which	PRON
cte-112	65	35	does	do	AUX
cte-112	65	36	not	not	PART
cte-112	65	37	cause	cause	VERB
cte-112	65	38	significant	significant	ADJ
cte-112	65	39	difficulties	difficulty	NOUN
cte-112	65	40	,	,	PUNCT
cte-112	65	41	ie	ie	X
cte-112	65	42	is	be	AUX
cte-112	65	43	carried	carry	VERB
cte-112	65	44	out	out	ADP
cte-112	65	45	on	on	ADP
cte-112	65	46	many	many	ADJ
cte-112	65	47	available	available	ADJ
cte-112	65	48	design	design	NOUN
cte-112	65	49	solutions	solution	NOUN
cte-112	65	50	is	be	AUX
cte-112	65	51	considered	consider	VERB
cte-112	65	52	in	in	ADP
cte-112	65	53	[	[	X
cte-112	65	54	12	12	NUM
cte-112	65	55	]	]	PUNCT
cte-112	65	56	.	.	PUNCT
cte-112	66	1	chervak	chervak	PROPN
cte-112	66	2	[	[	X
cte-112	66	3	8	8	NUM
cte-112	66	4	]	]	PUNCT
cte-112	66	5	uses	use	VERB
cte-112	66	6	one	one	NUM
cte-112	66	7	of	of	ADP
cte-112	66	8	the	the	DET
cte-112	66	9	methods	method	NOUN
cte-112	66	10	of	of	ADP
cte-112	66	11	solving	solve	VERB
cte-112	66	12	the	the	DET
cte-112	66	13	paretian	paretian	ADJ
cte-112	66	14	multicriteria	multicriteria	PROPN
cte-112	66	15	optimization	optimization	NOUN
cte-112	66	16	problem	problem	NOUN
cte-112	66	17	as	as	ADP
cte-112	66	18	a	a	DET
cte-112	66	19	mathematical	mathematical	ADJ
cte-112	66	20	tool	tool	NOUN
cte-112	66	21	of	of	ADP
cte-112	66	22	the	the	DET
cte-112	66	23	decision	decision	NOUN
cte-112	66	24	-	-	PUNCT
cte-112	66	25	making	make	VERB
cte-112	66	26	process	process	NOUN
cte-112	66	27	.	.	PUNCT
cte-112	67	1	to	to	PART
cte-112	67	2	organize	organize	VERB
cte-112	67	3	the	the	DET
cte-112	67	4	selection	selection	NOUN
cte-112	67	5	problems	problem	NOUN
cte-112	67	6	on	on	ADP
cte-112	67	7	the	the	DET
cte-112	67	8	same	same	ADJ
cte-112	67	9	admissible	admissible	ADJ
cte-112	67	10	set	set	NOUN
cte-112	67	11	of	of	ADP
cte-112	67	12	alternatives	alternative	NOUN
cte-112	67	13	,	,	PUNCT
cte-112	67	14	the	the	DET
cte-112	67	15	concept	concept	NOUN
cte-112	67	16	of	of	ADP
cte-112	67	17	the	the	DET
cte-112	67	18	super	super	ADJ
cte-112	67	19	criterion	criterion	NOUN
cte-112	67	20	of	of	ADP
cte-112	67	21	any	any	DET
cte-112	67	22	criterion	criterion	NOUN
cte-112	67	23	is	be	AUX
cte-112	67	24	introduced	introduce	VERB
cte-112	67	25	;	;	PUNCT
cte-112	67	26	if	if	SCONJ
cte-112	67	27	the	the	DET
cte-112	67	28	criterion	criterion	NOUN
cte-112	67	29	is	be	AUX
cte-112	67	30	a	a	DET
cte-112	67	31	super	super	ADJ
cte-112	67	32	criterion	criterion	NOUN
cte-112	67	33	of	of	ADP
cte-112	67	34	this	this	DET
cte-112	67	35	criterion	criterion	NOUN
cte-112	67	36	on	on	ADP
cte-112	67	37	this	this	DET
cte-112	67	38	set	set	NOUN
cte-112	67	39	,	,	PUNCT
cte-112	67	40	then	then	ADV
cte-112	67	41	the	the	DET
cte-112	67	42	last	last	ADJ
cte-112	67	43	criterion	criterion	NOUN
cte-112	67	44	is	be	AUX
cte-112	67	45	a	a	DET
cte-112	67	46	subcriteria	subcriteria	NOUN
cte-112	67	47	of	of	ADP
cte-112	67	48	the	the	DET
cte-112	67	49	first	first	ADJ
cte-112	67	50	.	.	PUNCT
cte-112	68	1	it	it	PRON
cte-112	68	2	is	be	AUX
cte-112	68	3	shown	show	VERB
cte-112	68	4	that	that	SCONJ
cte-112	68	5	the	the	DET
cte-112	68	6	solution	solution	NOUN
cte-112	68	7	of	of	ADP
cte-112	68	8	the	the	DET
cte-112	68	9	problem	problem	NOUN
cte-112	68	10	of	of	ADP
cte-112	68	11	multicriteria	multicriteria	PROPN
cte-112	68	12	selection	selection	NOUN
cte-112	68	13	by	by	ADP
cte-112	68	14	the	the	DET
cte-112	68	15	paretian	paretian	ADJ
cte-112	68	16	convolution	convolution	NOUN
cte-112	68	17	is	be	AUX
cte-112	68	18	reduced	reduce	VERB
cte-112	68	19	to	to	ADP
cte-112	68	20	the	the	DET
cte-112	68	21	solution	solution	NOUN
cte-112	68	22	of	of	ADP
cte-112	68	23	the	the	DET
cte-112	68	24	problems	problem	NOUN
cte-112	68	25	of	of	ADP
cte-112	68	26	scalar	scalar	ADJ
cte-112	68	27	or	or	CCONJ
cte-112	68	28	lexicographic	lexicographic	ADJ
cte-112	68	29	optimization	optimization	NOUN
cte-112	68	30	.	.	PUNCT
cte-112	69	1	the	the	DET
cte-112	69	2	theory	theory	NOUN
cte-112	69	3	of	of	ADP
cte-112	69	4	artificial	artificial	ADJ
cte-112	69	5	neural	neural	ADJ
cte-112	69	6	networks	network	NOUN
cte-112	69	7	and	and	CCONJ
cte-112	69	8	models	model	NOUN
cte-112	69	9	of	of	ADP
cte-112	69	10	deep	deep	ADJ
cte-112	69	11	learning	learning	NOUN
cte-112	69	12	is	be	AUX
cte-112	69	13	considered	consider	VERB
cte-112	69	14	in	in	ADP
cte-112	69	15	the	the	DET
cte-112	69	16	fundamental	fundamental	ADJ
cte-112	69	17	works	work	NOUN
cte-112	69	18	of	of	ADP
cte-112	69	19	goodfellow	goodfellow	PROPN
cte-112	69	20	,	,	PUNCT
cte-112	69	21	bengio	bengio	NOUN
cte-112	69	22	and	and	CCONJ
cte-112	69	23	courville	courville	X
cte-112	70	1	[	[	X
cte-112	70	2	11	11	NUM
cte-112	70	3	]	]	PUNCT
cte-112	70	4	,	,	PUNCT
cte-112	70	5	müller	müller	PROPN
cte-112	70	6	,	,	PUNCT
cte-112	70	7	reinhardt	reinhardt	NOUN
cte-112	70	8	and	and	CCONJ
cte-112	70	9	strickland	strickland	NOUN
cte-112	71	1	[	[	X
cte-112	71	2	23	23	NUM
cte-112	71	3	]	]	PUNCT
cte-112	71	4	,	,	PUNCT
cte-112	71	5	sivanandam	sivanandam	NOUN
cte-112	71	6	,	,	PUNCT
cte-112	71	7	sumathi	sumathi	ADV
cte-112	71	8	and	and	CCONJ
cte-112	71	9	deepa	deepa	PROPN
cte-112	72	1	[	[	X
cte-112	72	2	34	34	NUM
cte-112	72	3	]	]	PUNCT
cte-112	72	4	,	,	PUNCT
cte-112	72	5	system	system	NOUN
cte-112	72	6	design	design	NOUN
cte-112	72	7	based	base	VERB
cte-112	72	8	on	on	ADP
cte-112	72	9	a	a	DET
cte-112	72	10	neuro	neuro	ADJ
cte-112	72	11	-	-	PUNCT
cte-112	72	12	fuzzy	fuzzy	ADJ
cte-112	72	13	approach	approach	NOUN
cte-112	72	14	[	[	X
cte-112	72	15	32	32	NUM
cte-112	72	16	,	,	PUNCT
cte-112	72	17	33	33	NUM
cte-112	72	18	]	]	PUNCT
cte-112	72	19	.	.	PUNCT
cte-112	73	1	the	the	DET
cte-112	73	2	use	use	NOUN
cte-112	73	3	of	of	ADP
cte-112	73	4	neural	neural	ADJ
cte-112	73	5	networks	network	NOUN
cte-112	73	6	to	to	PART
cte-112	73	7	classify	classify	VERB
cte-112	73	8	the	the	DET
cte-112	73	9	status	status	NOUN
cte-112	73	10	of	of	ADP
cte-112	73	11	a	a	DET
cte-112	73	12	graduate	graduate	NOUN
cte-112	73	13	of	of	ADP
cte-112	73	14	a	a	DET
cte-112	73	15	higher	high	ADJ
cte-112	73	16	education	education	NOUN
cte-112	73	17	institution	institution	NOUN
cte-112	73	18	based	base	VERB
cte-112	73	19	on	on	ADP
cte-112	73	20	selected	select	VERB
cte-112	73	21	academic	academic	ADJ
cte-112	73	22	,	,	PUNCT
cte-112	73	23	demographic	demographic	ADJ
cte-112	73	24	,	,	PUNCT
cte-112	73	25	and	and	CCONJ
cte-112	73	26	other	other	ADJ
cte-112	73	27	indicators	indicator	NOUN
cte-112	73	28	is	be	AUX
cte-112	73	29	considered	consider	VERB
cte-112	73	30	by	by	ADP
cte-112	73	31	lesinski	lesinski	NOUN
cte-112	73	32	,	,	PUNCT
cte-112	73	33	corns	corn	NOUN
cte-112	73	34	and	and	CCONJ
cte-112	73	35	dagli	dagli	NOUN
cte-112	74	1	[	[	X
cte-112	74	2	19	19	NUM
cte-112	74	3	]	]	PUNCT
cte-112	74	4	.	.	PUNCT
cte-112	75	1	a	a	DET
cte-112	75	2	multilayer	multilayer	ADJ
cte-112	75	3	neural	neural	ADJ
cte-112	75	4	network	network	NOUN
cte-112	75	5	with	with	ADP
cte-112	75	6	feedback	feedback	NOUN
cte-112	75	7	is	be	AUX
cte-112	75	8	used	use	VERB
cte-112	75	9	as	as	ADP
cte-112	75	10	a	a	DET
cte-112	75	11	model	model	NOUN
cte-112	75	12	.	.	PUNCT
cte-112	76	1	the	the	DET
cte-112	76	2	model	model	NOUN
cte-112	76	3	was	be	AUX
cte-112	76	4	taught	teach	VERB
cte-112	76	5	based	base	VERB
cte-112	76	6	on	on	ADP
cte-112	76	7	more	more	ADJ
cte-112	76	8	than	than	ADP
cte-112	76	9	5,000	5,000	NUM
cte-112	76	10	records	record	NOUN
cte-112	76	11	of	of	ADP
cte-112	76	12	entrance	entrance	NOUN
cte-112	76	13	exams	exam	NOUN
cte-112	76	14	and	and	CCONJ
cte-112	76	15	university	university	NOUN
cte-112	76	16	databases	database	NOUN
cte-112	76	17	.	.	PUNCT
cte-112	77	1	nine	nine	NUM
cte-112	77	2	input	input	NOUN
cte-112	77	3	variables	variable	NOUN
cte-112	77	4	consisted	consist	VERB
cte-112	77	5	of	of	ADP
cte-112	77	6	categorical	categorical	ADJ
cte-112	77	7	and	and	CCONJ
cte-112	77	8	numerical	numerical	ADJ
cte-112	77	9	data	datum	NOUN
cte-112	77	10	that	that	PRON
cte-112	77	11	contained	contain	VERB
cte-112	77	12	information	information	NOUN
cte-112	77	13	about	about	ADP
cte-112	77	14	high	high	ADJ
cte-112	77	15	school	school	NOUN
cte-112	77	16	education	education	NOUN
cte-112	77	17	,	,	PUNCT
cte-112	77	18	test	test	NOUN
cte-112	77	19	results	result	NOUN
cte-112	77	20	,	,	PUNCT
cte-112	77	21	assessment	assessment	NOUN
cte-112	77	22	of	of	ADP
cte-112	77	23	high	high	ADJ
cte-112	77	24	school	school	NOUN
cte-112	77	25	teachers	teacher	NOUN
cte-112	77	26	,	,	PUNCT
cte-112	77	27	parental	parental	ADJ
cte-112	77	28	assessment	assessment	NOUN
cte-112	77	29	,	,	PUNCT
cte-112	77	30	and	and	CCONJ
cte-112	77	31	others	other	NOUN
cte-112	77	32	.	.	PUNCT
cte-112	78	1	based	base	VERB
cte-112	78	2	on	on	ADP
cte-112	78	3	these	these	DET
cte-112	78	4	inputs	input	NOUN
cte-112	78	5	,	,	PUNCT
cte-112	78	6	the	the	DET
cte-112	78	7	multilayer	multilayer	ADJ
cte-112	78	8	neural	neural	ADJ
cte-112	78	9	network	network	NOUN
cte-112	78	10	predicted	predict	VERB
cte-112	78	11	the	the	DET
cte-112	78	12	success	success	NOUN
cte-112	78	13	of	of	ADP
cte-112	78	14	university	university	NOUN
cte-112	78	15	entrants	entrant	NOUN
cte-112	78	16	.	.	PUNCT
cte-112	79	1	with	with	ADP
cte-112	79	2	the	the	DET
cte-112	79	3	help	help	NOUN
cte-112	79	4	of	of	ADP
cte-112	79	5	the	the	DET
cte-112	79	6	neural	neural	ADJ
cte-112	79	7	network	network	NOUN
cte-112	79	8	,	,	PUNCT
cte-112	79	9	it	it	PRON
cte-112	79	10	was	be	AUX
cte-112	79	11	possible	possible	ADJ
cte-112	79	12	to	to	PART
cte-112	79	13	predict	predict	VERB
cte-112	79	14	the	the	DET
cte-112	79	15	success	success	NOUN
cte-112	79	16	of	of	ADP
cte-112	79	17	graduates	graduate	NOUN
cte-112	79	18	157	157	NUM
cte-112	79	19	cte	cte	NOUN
cte-112	79	20	workshop	workshop	NOUN
cte-112	79	21	proceedings	proceeding	NOUN
cte-112	79	22	,	,	PUNCT
cte-112	79	23	2022	2022	NUM
cte-112	79	24	,	,	PUNCT
cte-112	79	25	vol	vol	NOUN
cte-112	79	26	.	.	NOUN
cte-112	79	27	9	9	NUM
cte-112	79	28	:	:	PUNCT
cte-112	79	29	cte-2021	cte-2021	NOUN
cte-112	79	30	,	,	PUNCT
cte-112	79	31	pp	pp	ADP
cte-112	79	32	.	.	PUNCT
cte-112	80	1	154	154	NUM
cte-112	80	2	-	-	SYM
cte-112	80	3	169	169	NUM
cte-112	81	1	and	and	CCONJ
cte-112	81	2	achieve	achieve	VERB
cte-112	81	3	the	the	DET
cte-112	81	4	best	good	ADJ
cte-112	81	5	performance	performance	NOUN
cte-112	81	6	with	with	ADP
cte-112	81	7	an	an	DET
cte-112	81	8	accuracy	accuracy	NOUN
cte-112	81	9	of	of	ADP
cte-112	81	10	classification	classification	NOUN
cte-112	81	11	exceeding	exceed	VERB
cte-112	81	12	95	95	NUM
cte-112	81	13	%	%	NOUN
cte-112	81	14	.	.	PUNCT
cte-112	82	1	black	black	ADJ
cte-112	82	2	et	et	PROPN
cte-112	82	3	al	al	PROPN
cte-112	82	4	.	.	PUNCT
cte-112	83	1	[	[	X
cte-112	83	2	3	3	X
cte-112	83	3	]	]	PUNCT
cte-112	83	4	examining	examine	VERB
cte-112	83	5	the	the	DET
cte-112	83	6	relationship	relationship	NOUN
cte-112	83	7	between	between	ADP
cte-112	83	8	quality	quality	NOUN
cte-112	83	9	and	and	CCONJ
cte-112	83	10	success	success	NOUN
cte-112	83	11	of	of	ADP
cte-112	83	12	high	high	ADJ
cte-112	83	13	school	school	NOUN
cte-112	83	14	students	student	NOUN
cte-112	83	15	in	in	ADP
cte-112	83	16	college	college	NOUN
cte-112	83	17	found	find	VERB
cte-112	83	18	no	no	DET
cte-112	83	19	convincing	convincing	ADJ
cte-112	83	20	evidence	evidence	NOUN
cte-112	83	21	that	that	SCONJ
cte-112	83	22	exposure	exposure	NOUN
cte-112	83	23	characteristics	characteristic	NOUN
cte-112	83	24	of	of	ADP
cte-112	83	25	high	high	ADJ
cte-112	83	26	school	school	NOUN
cte-112	83	27	diminish	diminish	NOUN
cte-112	83	28	over	over	ADP
cte-112	83	29	time	time	NOUN
cte-112	83	30	teaching	teach	VERB
cte-112	83	31	students	student	NOUN
cte-112	83	32	.	.	PUNCT
cte-112	84	1	to	to	PART
cte-112	84	2	address	address	VERB
cte-112	84	3	the	the	DET
cte-112	84	4	issue	issue	NOUN
cte-112	84	5	of	of	ADP
cte-112	84	6	determining	determine	VERB
cte-112	84	7	the	the	DET
cte-112	84	8	quality	quality	NOUN
cte-112	84	9	of	of	ADP
cte-112	84	10	educational	educational	ADJ
cte-112	84	11	training	training	NOUN
cte-112	84	12	,	,	PUNCT
cte-112	84	13	mahapatra	mahapatra	NOUN
cte-112	84	14	and	and	CCONJ
cte-112	84	15	khan	khan	PROPN
cte-112	85	1	[	[	X
cte-112	85	2	21	21	NUM
cte-112	85	3	]	]	PUNCT
cte-112	85	4	developed	develop	VERB
cte-112	85	5	the	the	DET
cte-112	85	6	eduqual	eduqual	ADJ
cte-112	85	7	methodology	methodology	NOUN
cte-112	85	8	and	and	CCONJ
cte-112	85	9	proposed	propose	VERB
cte-112	85	10	an	an	DET
cte-112	85	11	integrative	integrative	ADJ
cte-112	85	12	approach	approach	NOUN
cte-112	85	13	using	use	VERB
cte-112	85	14	neural	neural	ADJ
cte-112	85	15	networks	network	NOUN
cte-112	85	16	to	to	PART
cte-112	85	17	assess	assess	VERB
cte-112	85	18	the	the	DET
cte-112	85	19	quality	quality	NOUN
cte-112	85	20	of	of	ADP
cte-112	85	21	education	education	NOUN
cte-112	85	22	.	.	PUNCT
cte-112	86	1	four	four	NUM
cte-112	86	2	neural	neural	ADJ
cte-112	86	3	network	network	NOUN
cte-112	86	4	models	model	NOUN
cte-112	86	5	based	base	VERB
cte-112	86	6	on	on	ADP
cte-112	86	7	a	a	DET
cte-112	86	8	feedback	feedback	NOUN
cte-112	86	9	algorithm	algorithm	NOUN
cte-112	86	10	are	be	AUX
cte-112	86	11	used	use	VERB
cte-112	86	12	to	to	PART
cte-112	86	13	predict	predict	VERB
cte-112	86	14	the	the	DET
cte-112	86	15	quality	quality	NOUN
cte-112	86	16	of	of	ADP
cte-112	86	17	education	education	NOUN
cte-112	86	18	for	for	ADP
cte-112	86	19	different	different	ADJ
cte-112	86	20	stakeholders	stakeholder	NOUN
cte-112	86	21	.	.	PUNCT
cte-112	87	1	this	this	DET
cte-112	87	2	study	study	NOUN
cte-112	87	3	showed	show	VERB
cte-112	87	4	that	that	SCONJ
cte-112	87	5	the	the	DET
cte-112	87	6	p	p	PROPN
cte-112	87	7	-	-	PUNCT
cte-112	87	8	e	e	NOUN
cte-112	87	9	gap	gap	NOUN
cte-112	87	10	model	model	NOUN
cte-112	87	11	is	be	AUX
cte-112	87	12	the	the	DET
cte-112	87	13	best	good	ADJ
cte-112	87	14	model	model	NOUN
cte-112	87	15	for	for	ADP
cte-112	87	16	all	all	DET
cte-112	87	17	stakeholders	stakeholder	NOUN
cte-112	87	18	[	[	X
cte-112	87	19	21	21	NUM
cte-112	87	20	]	]	PUNCT
cte-112	87	21	.	.	PUNCT
cte-112	88	1	the	the	DET
cte-112	88	2	need	need	NOUN
cte-112	88	3	to	to	PART
cte-112	88	4	introduce	introduce	VERB
cte-112	88	5	neural	neural	ADJ
cte-112	88	6	network	network	NOUN
cte-112	88	7	technology	technology	NOUN
cte-112	88	8	in	in	ADP
cte-112	88	9	educational	educational	ADJ
cte-112	88	10	courses	course	NOUN
cte-112	88	11	of	of	ADP
cte-112	88	12	educational	educational	ADJ
cte-112	88	13	institutions	institution	NOUN
cte-112	88	14	indicates	indicate	VERB
cte-112	88	15	by	by	ADP
cte-112	88	16	belyux	belyux	NOUN
cte-112	88	17	and	and	CCONJ
cte-112	88	18	sitkar	sitkar	NOUN
cte-112	89	1	[	[	X
cte-112	89	2	2	2	NUM
cte-112	89	3	]	]	PUNCT
cte-112	89	4	.	.	PUNCT
cte-112	90	1	educational	educational	ADJ
cte-112	90	2	neural	neural	ADJ
cte-112	90	3	networks	network	NOUN
cte-112	90	4	are	be	AUX
cte-112	90	5	often	often	ADV
cte-112	90	6	used	use	VERB
cte-112	90	7	for	for	ADP
cte-112	90	8	forecasting	forecasting	NOUN
cte-112	90	9	.	.	PUNCT
cte-112	91	1	for	for	ADP
cte-112	91	2	example	example	NOUN
cte-112	91	3	,	,	PUNCT
cte-112	91	4	students	student	NOUN
cte-112	91	5	must	must	AUX
cte-112	91	6	choose	choose	VERB
cte-112	91	7	courses	course	NOUN
cte-112	91	8	that	that	PRON
cte-112	91	9	interest	interest	VERB
cte-112	91	10	them	they	PRON
cte-112	91	11	for	for	ADP
cte-112	91	12	the	the	DET
cte-112	91	13	next	next	ADJ
cte-112	91	14	semester	semester	NOUN
cte-112	91	15	.	.	PUNCT
cte-112	92	1	due	due	ADP
cte-112	92	2	to	to	ADP
cte-112	92	3	limitations	limitation	NOUN
cte-112	92	4	,	,	PUNCT
cte-112	92	5	including	include	VERB
cte-112	92	6	lack	lack	NOUN
cte-112	92	7	of	of	ADP
cte-112	92	8	sufficient	sufficient	ADJ
cte-112	92	9	resources	resource	NOUN
cte-112	92	10	and	and	CCONJ
cte-112	92	11	the	the	DET
cte-112	92	12	overhead	overhead	NOUN
cte-112	92	13	of	of	ADP
cte-112	92	14	several	several	ADJ
cte-112	92	15	courses	course	NOUN
cte-112	92	16	,	,	PUNCT
cte-112	92	17	some	some	DET
cte-112	92	18	universities	university	NOUN
cte-112	92	19	may	may	AUX
cte-112	92	20	not	not	PART
cte-112	92	21	be	be	AUX
cte-112	92	22	able	able	ADJ
cte-112	92	23	to	to	PART
cte-112	92	24	teach	teach	VERB
cte-112	92	25	all	all	DET
cte-112	92	26	courses	course	NOUN
cte-112	92	27	of	of	ADP
cte-112	92	28	the	the	DET
cte-112	92	29	student	student	NOUN
cte-112	92	30	’s	’s	PART
cte-112	92	31	choice	choice	NOUN
cte-112	92	32	.	.	PUNCT
cte-112	93	1	universities	university	NOUN
cte-112	93	2	need	need	VERB
cte-112	93	3	to	to	PART
cte-112	93	4	know	know	VERB
cte-112	93	5	each	each	DET
cte-112	93	6	student	student	NOUN
cte-112	93	7	’s	’s	PART
cte-112	93	8	requirements	requirement	NOUN
cte-112	93	9	for	for	ADP
cte-112	93	10	each	each	DET
cte-112	93	11	course	course	NOUN
cte-112	93	12	each	each	DET
cte-112	93	13	semester	semester	NOUN
cte-112	93	14	for	for	ADP
cte-112	93	15	optimal	optimal	ADJ
cte-112	93	16	course	course	NOUN
cte-112	93	17	planning	planning	NOUN
cte-112	93	18	.	.	PUNCT
cte-112	94	1	kardan	kardan	PROPN
cte-112	94	2	et	et	PROPN
cte-112	94	3	al	al	PROPN
cte-112	94	4	.	.	PUNCT
cte-112	95	1	[	[	X
cte-112	95	2	16	16	NUM
cte-112	95	3	]	]	PUNCT
cte-112	95	4	used	use	VERB
cte-112	95	5	a	a	DET
cte-112	95	6	neural	neural	ADJ
cte-112	95	7	network	network	NOUN
cte-112	95	8	to	to	PART
cte-112	95	9	model	model	NOUN
cte-112	95	10	student	student	NOUN
cte-112	95	11	choice	choice	NOUN
cte-112	95	12	behavior	behavior	NOUN
cte-112	95	13	and	and	CCONJ
cte-112	95	14	apply	apply	VERB
cte-112	95	15	the	the	DET
cte-112	95	16	resulting	result	VERB
cte-112	95	17	function	function	NOUN
cte-112	95	18	to	to	PART
cte-112	95	19	predict	predict	VERB
cte-112	95	20	the	the	DET
cte-112	95	21	final	final	ADJ
cte-112	95	22	enrollment	enrollment	NOUN
cte-112	95	23	of	of	ADP
cte-112	95	24	students	student	NOUN
cte-112	95	25	for	for	ADP
cte-112	95	26	each	each	DET
cte-112	95	27	course	course	NOUN
cte-112	95	28	.	.	PUNCT
cte-112	96	1	the	the	DET
cte-112	96	2	results	result	NOUN
cte-112	96	3	showed	show	VERB
cte-112	96	4	high	high	ADJ
cte-112	96	5	prediction	prediction	NOUN
cte-112	96	6	accuracy	accuracy	NOUN
cte-112	96	7	based	base	VERB
cte-112	96	8	on	on	ADP
cte-112	96	9	experimental	experimental	ADJ
cte-112	96	10	data	datum	NOUN
cte-112	96	11	.	.	PUNCT
cte-112	97	1	arsad	arsad	PROPN
cte-112	97	2	,	,	PUNCT
cte-112	97	3	buniyamin	buniyamin	NOUN
cte-112	97	4	and	and	CCONJ
cte-112	97	5	manan	manan	PROPN
cte-112	98	1	[	[	X
cte-112	98	2	1	1	NUM
cte-112	98	3	]	]	PUNCT
cte-112	98	4	,	,	PUNCT
cte-112	98	5	okubo	okubo	PROPN
cte-112	98	6	et	et	PROPN
cte-112	98	7	al	al	PROPN
cte-112	98	8	.	.	PUNCT
cte-112	99	1	[	[	X
cte-112	99	2	25	25	NUM
cte-112	99	3	]	]	PUNCT
cte-112	99	4	,	,	PUNCT
cte-112	99	5	osadchyi	osadchyi	PROPN
cte-112	99	6	,	,	PUNCT
cte-112	99	7	kruglyk	kruglyk	NOUN
cte-112	99	8	and	and	CCONJ
cte-112	99	9	bukreyev	bukreyev	X
cte-112	100	1	[	[	X
cte-112	100	2	26	26	NUM
cte-112	100	3	]	]	PUNCT
cte-112	100	4	prove	prove	VERB
cte-112	100	5	that	that	SCONJ
cte-112	100	6	the	the	DET
cte-112	100	7	use	use	NOUN
cte-112	100	8	of	of	ADP
cte-112	100	9	neural	neural	ADJ
cte-112	100	10	networks	network	NOUN
cte-112	100	11	in	in	ADP
cte-112	100	12	predicting	predict	VERB
cte-112	100	13	educational	educational	ADJ
cte-112	100	14	processes	process	NOUN
cte-112	100	15	will	will	AUX
cte-112	100	16	allow	allow	VERB
cte-112	100	17	obtaining	obtain	VERB
cte-112	100	18	results	result	NOUN
cte-112	100	19	with	with	ADP
cte-112	100	20	a	a	DET
cte-112	100	21	much	much	ADV
cte-112	100	22	higher	high	ADJ
cte-112	100	23	level	level	NOUN
cte-112	100	24	of	of	ADP
cte-112	100	25	accuracy	accuracy	NOUN
cte-112	100	26	and	and	CCONJ
cte-112	100	27	less	less	ADJ
cte-112	100	28	time	time	NOUN
cte-112	100	29	.	.	PUNCT
cte-112	101	1	according	accord	VERB
cte-112	101	2	to	to	ADP
cte-112	101	3	naser	naser	PROPN
cte-112	101	4	et	et	PROPN
cte-112	101	5	al	al	PROPN
cte-112	101	6	.	.	PUNCT
cte-112	102	1	[	[	X
cte-112	102	2	24	24	NUM
cte-112	102	3	]	]	PUNCT
cte-112	102	4	,	,	PUNCT
cte-112	102	5	an	an	DET
cte-112	102	6	artificial	artificial	ADJ
cte-112	102	7	neural	neural	ADJ
cte-112	102	8	network	network	NOUN
cte-112	102	9	can	can	AUX
cte-112	102	10	correctly	correctly	ADV
cte-112	102	11	predict	predict	VERB
cte-112	102	12	the	the	DET
cte-112	102	13	success	success	NOUN
cte-112	102	14	of	of	ADP
cte-112	102	15	more	more	ADJ
cte-112	102	16	than	than	ADP
cte-112	102	17	80	80	NUM
cte-112	102	18	%	%	NOUN
cte-112	102	19	of	of	ADP
cte-112	102	20	future	future	ADJ
cte-112	102	21	students	student	NOUN
cte-112	102	22	.	.	PUNCT
cte-112	103	1	chaban	chaban	ADJ
cte-112	103	2	and	and	CCONJ
cte-112	103	3	kukhtiak	kukhtiak	PROPN
cte-112	104	1	[	[	X
cte-112	104	2	6	6	NUM
cte-112	104	3	]	]	PUNCT
cte-112	104	4	analyze	analyze	VERB
cte-112	104	5	the	the	DET
cte-112	104	6	problem	problem	NOUN
cte-112	104	7	of	of	ADP
cte-112	104	8	the	the	DET
cte-112	104	9	social	social	ADJ
cte-112	104	10	system	system	NOUN
cte-112	104	11	,	,	PUNCT
cte-112	104	12	which	which	PRON
cte-112	104	13	consists	consist	VERB
cte-112	104	14	of	of	ADP
cte-112	104	15	many	many	ADJ
cte-112	104	16	students	student	NOUN
cte-112	104	17	and	and	CCONJ
cte-112	104	18	teachers	teacher	NOUN
cte-112	104	19	of	of	ADP
cte-112	104	20	higher	high	ADJ
cte-112	104	21	education	education	NOUN
cte-112	104	22	to	to	PART
cte-112	104	23	create	create	VERB
cte-112	104	24	effective	effective	ADJ
cte-112	104	25	learning	learn	VERB
cte-112	104	26	pairs	pair	NOUN
cte-112	104	27	“	"	PUNCT
cte-112	104	28	teacher	teacher	NOUN
cte-112	104	29	-	-	PUNCT
cte-112	104	30	student	student	NOUN
cte-112	104	31	”	"	PUNCT
cte-112	104	32	.	.	PUNCT
cte-112	105	1	elements	element	NOUN
cte-112	105	2	of	of	ADP
cte-112	105	3	the	the	DET
cte-112	105	4	theory	theory	NOUN
cte-112	105	5	of	of	ADP
cte-112	105	6	artificial	artificial	ADJ
cte-112	105	7	intelligence	intelligence	NOUN
cte-112	105	8	based	base	VERB
cte-112	105	9	on	on	ADP
cte-112	105	10	artificial	artificial	ADJ
cte-112	105	11	neural	neural	ADJ
cte-112	105	12	networks	network	NOUN
cte-112	105	13	were	be	AUX
cte-112	105	14	used	use	VERB
cte-112	105	15	to	to	PART
cte-112	105	16	form	form	VERB
cte-112	105	17	the	the	DET
cte-112	105	18	mentioned	mention	VERB
cte-112	105	19	learning	learn	VERB
cte-112	105	20	pairs	pair	NOUN
cte-112	105	21	.	.	PUNCT
cte-112	106	1	bukreyev	bukreyev	NOUN
cte-112	106	2	and	and	CCONJ
cte-112	106	3	serdyuk	serdyuk	VERB
cte-112	106	4	[	[	X
cte-112	106	5	4	4	X
cte-112	106	6	]	]	X
cte-112	106	7	propose	propose	VERB
cte-112	106	8	to	to	PART
cte-112	106	9	use	use	VERB
cte-112	106	10	a	a	DET
cte-112	106	11	recurrent	recurrent	ADJ
cte-112	106	12	neural	neural	ADJ
cte-112	106	13	network	network	NOUN
cte-112	106	14	(	(	PUNCT
cte-112	106	15	rnn	rnn	PROPN
cte-112	106	16	)	)	PUNCT
cte-112	106	17	to	to	PART
cte-112	106	18	predict	predict	VERB
cte-112	106	19	students	student	NOUN
cte-112	106	20	’	'	PUNCT
cte-112	106	21	final	final	ADJ
cte-112	106	22	grades	grade	NOUN
cte-112	106	23	using	use	VERB
cte-112	106	24	journal	journal	NOUN
cte-112	106	25	data	datum	NOUN
cte-112	106	26	stored	store	VERB
cte-112	106	27	in	in	ADP
cte-112	106	28	educational	educational	ADJ
cte-112	106	29	systems	system	NOUN
cte-112	106	30	.	.	PUNCT
cte-112	107	1	liu	liu	PROPN
cte-112	107	2	,	,	PUNCT
cte-112	107	3	feng	feng	PROPN
cte-112	107	4	and	and	CCONJ
cte-112	107	5	wang	wang	PROPN
cte-112	108	1	[	[	X
cte-112	108	2	20	20	NUM
cte-112	108	3	]	]	PUNCT
cte-112	108	4	propose	propose	VERB
cte-112	108	5	a	a	DET
cte-112	108	6	method	method	NOUN
cte-112	108	7	for	for	ADP
cte-112	108	8	assessing	assess	VERB
cte-112	108	9	the	the	DET
cte-112	108	10	quality	quality	NOUN
cte-112	108	11	of	of	ADP
cte-112	108	12	preparation	preparation	NOUN
cte-112	108	13	for	for	ADP
cte-112	108	14	graduate	graduate	NOUN
cte-112	108	15	school	school	NOUN
cte-112	108	16	,	,	PUNCT
cte-112	108	17	which	which	PRON
cte-112	108	18	is	be	AUX
cte-112	108	19	based	base	VERB
cte-112	108	20	on	on	ADP
cte-112	108	21	the	the	DET
cte-112	108	22	algorithm	algorithm	NOUN
cte-112	108	23	of	of	ADP
cte-112	108	24	neural	neural	ADJ
cte-112	108	25	network	network	NOUN
cte-112	108	26	backpropagation	backpropagation	NOUN
cte-112	108	27	and	and	CCONJ
cte-112	108	28	stress	stress	NOUN
cte-112	108	29	testing	testing	NOUN
cte-112	108	30	.	.	PUNCT
cte-112	109	1	this	this	DET
cte-112	109	2	method	method	NOUN
cte-112	109	3	creates	create	VERB
cte-112	109	4	a	a	DET
cte-112	109	5	publicly	publicly	ADV
cte-112	109	6	available	available	ADJ
cte-112	109	7	list	list	NOUN
cte-112	109	8	of	of	ADP
cte-112	109	9	indicators	indicator	NOUN
cte-112	109	10	consisting	consist	VERB
cte-112	109	11	of	of	ADP
cte-112	109	12	19	19	NUM
cte-112	109	13	criteria	criterion	NOUN
cte-112	109	14	in	in	ADP
cte-112	109	15	4	4	NUM
cte-112	109	16	groups	group	NOUN
cte-112	109	17	of	of	ADP
cte-112	109	18	criteria	criterion	NOUN
cte-112	109	19	,	,	PUNCT
cte-112	109	20	such	such	ADJ
cte-112	109	21	as	as	ADP
cte-112	109	22	attitudes	attitude	NOUN
cte-112	109	23	towards	towards	ADP
cte-112	109	24	teaching	teaching	NOUN
cte-112	109	25	,	,	PUNCT
cte-112	109	26	teaching	teaching	NOUN
cte-112	109	27	content	content	NOUN
cte-112	109	28	,	,	PUNCT
cte-112	109	29	approach	approach	NOUN
cte-112	109	30	to	to	ADP
cte-112	109	31	teaching	teaching	NOUN
cte-112	109	32	,	,	PUNCT
cte-112	109	33	and	and	CCONJ
cte-112	109	34	the	the	DET
cte-112	109	35	main	main	ADJ
cte-112	109	36	characteristics	characteristic	NOUN
cte-112	109	37	of	of	ADP
cte-112	109	38	teachers	teacher	NOUN
cte-112	109	39	.	.	PUNCT
cte-112	110	1	after	after	SCONJ
cte-112	110	2	the	the	DET
cte-112	110	3	neural	neural	ADJ
cte-112	110	4	network	network	NOUN
cte-112	110	5	algorithm	algorithm	NOUN
cte-112	110	6	is	be	AUX
cte-112	110	7	used	use	VERB
cte-112	110	8	to	to	PART
cte-112	110	9	determine	determine	VERB
cte-112	110	10	the	the	DET
cte-112	110	11	optimal	optimal	ADJ
cte-112	110	12	parameters	parameter	NOUN
cte-112	110	13	of	of	ADP
cte-112	110	14	the	the	DET
cte-112	110	15	evaluation	evaluation	NOUN
cte-112	110	16	model	model	NOUN
cte-112	110	17	,	,	PUNCT
cte-112	110	18	a	a	DET
cte-112	110	19	sensitivity	sensitivity	NOUN
cte-112	110	20	test	test	NOUN
cte-112	110	21	is	be	AUX
cte-112	110	22	used	use	VERB
cte-112	110	23	to	to	PART
cte-112	110	24	identify	identify	VERB
cte-112	110	25	indicators	indicator	NOUN
cte-112	110	26	that	that	PRON
cte-112	110	27	have	have	VERB
cte-112	110	28	a	a	DET
cte-112	110	29	significant	significant	ADJ
cte-112	110	30	impact	impact	NOUN
cte-112	110	31	on	on	ADP
cte-112	110	32	the	the	DET
cte-112	110	33	quality	quality	NOUN
cte-112	110	34	of	of	ADP
cte-112	110	35	education	education	NOUN
cte-112	110	36	.	.	PUNCT
cte-112	111	1	also	also	ADV
cte-112	111	2	,	,	PUNCT
cte-112	111	3	scenario	scenario	ADJ
cte-112	111	4	analysis	analysis	NOUN
cte-112	111	5	is	be	AUX
cte-112	111	6	used	use	VERB
cte-112	111	7	to	to	PART
cte-112	111	8	study	study	VERB
cte-112	111	9	the	the	DET
cte-112	111	10	impact	impact	NOUN
cte-112	111	11	of	of	ADP
cte-112	111	12	the	the	DET
cte-112	111	13	quality	quality	NOUN
cte-112	111	14	of	of	ADP
cte-112	111	15	education	education	NOUN
cte-112	111	16	in	in	ADP
cte-112	111	17	pre	pre	ADJ
cte-112	111	18	-	-	ADJ
cte-112	111	19	defined	define	VERB
cte-112	111	20	situations	situation	NOUN
cte-112	111	21	,	,	PUNCT
cte-112	111	22	providing	provide	VERB
cte-112	111	23	theoretical	theoretical	ADJ
cte-112	111	24	and	and	CCONJ
cte-112	111	25	empirical	empirical	ADJ
cte-112	111	26	support	support	NOUN
cte-112	111	27	for	for	ADP
cte-112	111	28	assessing	assess	VERB
cte-112	111	29	the	the	DET
cte-112	111	30	quality	quality	NOUN
cte-112	111	31	of	of	ADP
cte-112	111	32	postgraduate	postgraduate	NOUN
cte-112	111	33	teaching	teaching	NOUN
cte-112	111	34	,	,	PUNCT
cte-112	111	35	improving	improve	VERB
cte-112	111	36	the	the	DET
cte-112	111	37	quality	quality	NOUN
cte-112	111	38	of	of	ADP
cte-112	111	39	education	education	NOUN
cte-112	111	40	,	,	PUNCT
cte-112	111	41	and	and	CCONJ
cte-112	111	42	professional	professional	ADJ
cte-112	111	43	growth	growth	NOUN
cte-112	111	44	of	of	ADP
cte-112	111	45	teachers	teacher	NOUN
cte-112	112	1	[	[	X
cte-112	112	2	20	20	NUM
cte-112	112	3	]	]	PUNCT
cte-112	112	4	.	.	PUNCT
cte-112	113	1	educational	educational	ADJ
cte-112	113	2	institutions	institution	NOUN
cte-112	113	3	are	be	AUX
cte-112	113	4	constantly	constantly	ADV
cte-112	113	5	striving	strive	VERB
cte-112	113	6	to	to	PART
cte-112	113	7	improve	improve	VERB
cte-112	113	8	the	the	DET
cte-112	113	9	services	service	NOUN
cte-112	113	10	they	they	PRON
cte-112	113	11	offer	offer	VERB
cte-112	113	12	,	,	PUNCT
cte-112	113	13	their	their	PRON
cte-112	113	14	goal	goal	NOUN
cte-112	113	15	is	be	AUX
cte-112	113	16	to	to	PART
cte-112	113	17	have	have	VERB
cte-112	113	18	the	the	DET
cte-112	113	19	best	good	ADJ
cte-112	113	20	teaching	teaching	NOUN
cte-112	113	21	staff	staff	NOUN
cte-112	113	22	,	,	PUNCT
cte-112	113	23	improve	improve	VERB
cte-112	113	24	the	the	DET
cte-112	113	25	quality	quality	NOUN
cte-112	113	26	of	of	ADP
cte-112	113	27	teaching	teaching	NOUN
cte-112	113	28	and	and	CCONJ
cte-112	113	29	academic	academic	ADJ
cte-112	113	30	success	success	NOUN
cte-112	113	31	of	of	ADP
cte-112	113	32	students	student	NOUN
cte-112	113	33	.	.	PUNCT
cte-112	114	1	knowledge	knowledge	NOUN
cte-112	114	2	of	of	ADP
cte-112	114	3	the	the	DET
cte-112	114	4	factors	factor	NOUN
cte-112	114	5	influencing	influence	VERB
cte-112	114	6	student	student	NOUN
cte-112	114	7	learning	learning	NOUN
cte-112	114	8	can	can	AUX
cte-112	114	9	help	help	VERB
cte-112	114	10	universities	university	NOUN
cte-112	114	11	and	and	CCONJ
cte-112	114	12	learning	learn	VERB
cte-112	114	13	centers	center	NOUN
cte-112	114	14	adapt	adapt	VERB
cte-112	114	15	their	their	PRON
cte-112	114	16	curricula	curricula	NOUN
cte-112	114	17	and	and	CCONJ
cte-112	114	18	teaching	teaching	NOUN
cte-112	114	19	methods	method	NOUN
cte-112	114	20	to	to	ADP
cte-112	114	21	students	student	NOUN
cte-112	114	22	’	'	PUNCT
cte-112	114	23	needs	need	NOUN
cte-112	114	24	.	.	PUNCT
cte-112	115	1	one	one	NUM
cte-112	115	2	of	of	ADP
cte-112	115	3	the	the	DET
cte-112	115	4	first	first	ADJ
cte-112	115	5	measures	measure	NOUN
cte-112	115	6	taken	take	VERB
cte-112	115	7	by	by	ADP
cte-112	115	8	educational	educational	ADJ
cte-112	115	9	institutions	institution	NOUN
cte-112	115	10	in	in	ADP
cte-112	115	11	the	the	DET
cte-112	115	12	context	context	NOUN
cte-112	115	13	of	of	ADP
cte-112	115	14	the	the	DET
cte-112	115	15	covid-19	covid-19	PROPN
cte-112	115	16	pandemic	pandemic	NOUN
cte-112	115	17	was	be	AUX
cte-112	115	18	the	the	DET
cte-112	115	19	creation	creation	NOUN
cte-112	115	20	of	of	ADP
cte-112	115	21	virtual	virtual	ADJ
cte-112	115	22	learning	learning	NOUN
cte-112	115	23	environments	environment	NOUN
cte-112	115	24	[	[	X
cte-112	115	25	27	27	NUM
cte-112	115	26	]	]	PUNCT
cte-112	115	27	.	.	PUNCT
cte-112	116	1	to	to	PART
cte-112	116	2	understand	understand	VERB
cte-112	116	3	the	the	DET
cte-112	116	4	factors	factor	NOUN
cte-112	116	5	influencing	influence	VERB
cte-112	116	6	the	the	DET
cte-112	116	7	university	university	NOUN
cte-112	116	8	learning	learn	VERB
cte-112	116	9	158	158	NUM
cte-112	116	10	cte	cte	NOUN
cte-112	116	11	workshop	workshop	NOUN
cte-112	116	12	proceedings	proceeding	NOUN
cte-112	116	13	,	,	PUNCT
cte-112	116	14	2022	2022	NUM
cte-112	116	15	,	,	PUNCT
cte-112	116	16	vol	vol	NOUN
cte-112	116	17	.	.	NOUN
cte-112	117	1	9	9	NUM
cte-112	117	2	:	:	PUNCT
cte-112	117	3	cte-2021	cte-2021	NOUN
cte-112	117	4	,	,	PUNCT
cte-112	117	5	pp	pp	ADP
cte-112	117	6	.	.	PUNCT
cte-112	118	1	154	154	NUM
cte-112	118	2	-	-	SYM
cte-112	118	3	169	169	NUM
cte-112	118	4	process	process	NOUN
cte-112	118	5	in	in	ADP
cte-112	118	6	virtual	virtual	ADJ
cte-112	118	7	learning	learning	NOUN
cte-112	118	8	environments	environment	NOUN
cte-112	118	9	,	,	PUNCT
cte-112	118	10	rivas	rivas	PROPN
cte-112	118	11	et	et	PROPN
cte-112	118	12	al	al	PROPN
cte-112	118	13	.	.	PUNCT
cte-112	119	1	[	[	X
cte-112	119	2	31	31	NUM
cte-112	119	3	]	]	PUNCT
cte-112	119	4	applied	apply	VERB
cte-112	119	5	several	several	ADJ
cte-112	119	6	automatic	automatic	ADJ
cte-112	119	7	learning	learning	NOUN
cte-112	119	8	methods	method	NOUN
cte-112	119	9	to	to	PART
cte-112	119	10	publicly	publicly	ADV
cte-112	119	11	available	available	ADJ
cte-112	119	12	data	data	NOUN
cte-112	119	13	sets	set	NOUN
cte-112	119	14	,	,	PUNCT
cte-112	119	15	including	include	VERB
cte-112	119	16	tree	tree	NOUN
cte-112	119	17	-	-	PUNCT
cte-112	119	18	like	like	ADJ
cte-112	119	19	models	model	NOUN
cte-112	119	20	and	and	CCONJ
cte-112	119	21	various	various	ADJ
cte-112	119	22	types	type	NOUN
cte-112	119	23	of	of	ADP
cte-112	119	24	artificial	artificial	ADJ
cte-112	119	25	neural	neural	ADJ
cte-112	119	26	networks	network	NOUN
cte-112	119	27	.	.	PUNCT
cte-112	120	1	the	the	DET
cte-112	120	2	availability	availability	NOUN
cte-112	120	3	of	of	ADP
cte-112	120	4	educational	educational	ADJ
cte-112	120	5	data	datum	NOUN
cte-112	120	6	supported	support	VERB
cte-112	120	7	by	by	ADP
cte-112	120	8	learning	learn	VERB
cte-112	120	9	platforms	platform	NOUN
cte-112	120	10	provides	provide	VERB
cte-112	120	11	opportunities	opportunity	NOUN
cte-112	120	12	to	to	PART
cte-112	120	13	study	study	VERB
cte-112	120	14	student	student	NOUN
cte-112	120	15	behavior	behavior	NOUN
cte-112	120	16	and	and	CCONJ
cte-112	120	17	solve	solve	VERB
cte-112	120	18	problems	problem	NOUN
cte-112	120	19	in	in	ADP
cte-112	120	20	higher	high	ADJ
cte-112	120	21	education	education	NOUN
cte-112	120	22	,	,	PUNCT
cte-112	120	23	optimize	optimize	VERB
cte-112	120	24	the	the	DET
cte-112	120	25	educational	educational	ADJ
cte-112	120	26	environment	environment	NOUN
cte-112	120	27	and	and	CCONJ
cte-112	120	28	ensure	ensure	VERB
cte-112	120	29	decision	decision	NOUN
cte-112	120	30	-	-	PUNCT
cte-112	120	31	making	making	NOUN
cte-112	120	32	using	use	VERB
cte-112	120	33	an	an	DET
cte-112	120	34	artificial	artificial	ADJ
cte-112	120	35	neural	neural	ADJ
cte-112	120	36	network	network	NOUN
cte-112	120	37	[	[	X
cte-112	120	38	38	38	NUM
cte-112	120	39	]	]	PUNCT
cte-112	120	40	.	.	PUNCT
cte-112	121	1	cader	cader	NOUN
cte-112	122	1	[	[	X
cte-112	122	2	5	5	NUM
cte-112	122	3	]	]	PUNCT
cte-112	122	4	uses	use	VERB
cte-112	122	5	a	a	DET
cte-112	122	6	deep	deep	ADJ
cte-112	122	7	neural	neural	ADJ
cte-112	122	8	network	network	NOUN
cte-112	122	9	to	to	PART
cte-112	122	10	assess	assess	VERB
cte-112	122	11	students	student	NOUN
cte-112	122	12	’	'	PUNCT
cte-112	122	13	acquisition	acquisition	NOUN
cte-112	122	14	of	of	ADP
cte-112	122	15	knowledge	knowledge	NOUN
cte-112	122	16	and	and	CCONJ
cte-112	122	17	skills	skill	NOUN
cte-112	122	18	.	.	PUNCT
cte-112	123	1	it	it	PRON
cte-112	123	2	is	be	AUX
cte-112	123	3	noted	note	VERB
cte-112	123	4	that	that	SCONJ
cte-112	123	5	the	the	DET
cte-112	123	6	obstacle	obstacle	NOUN
cte-112	123	7	to	to	ADP
cte-112	123	8	the	the	DET
cte-112	123	9	application	application	NOUN
cte-112	123	10	of	of	ADP
cte-112	123	11	the	the	DET
cte-112	123	12	method	method	NOUN
cte-112	123	13	in	in	ADP
cte-112	123	14	teaching	teaching	NOUN
cte-112	123	15	is	be	AUX
cte-112	123	16	the	the	DET
cte-112	123	17	relatively	relatively	ADV
cte-112	123	18	small	small	ADJ
cte-112	123	19	amount	amount	NOUN
cte-112	123	20	of	of	ADP
cte-112	123	21	data	datum	NOUN
cte-112	123	22	in	in	ADP
cte-112	123	23	the	the	DET
cte-112	123	24	form	form	NOUN
cte-112	123	25	of	of	ADP
cte-112	123	26	available	available	ADJ
cte-112	123	27	estimates	estimate	NOUN
cte-112	123	28	required	require	VERB
cte-112	123	29	for	for	ADP
cte-112	123	30	neural	neural	ADJ
cte-112	123	31	network	network	NOUN
cte-112	123	32	training	training	NOUN
cte-112	123	33	.	.	PUNCT
cte-112	124	1	a	a	DET
cte-112	124	2	new	new	ADJ
cte-112	124	3	method	method	NOUN
cte-112	124	4	of	of	ADP
cte-112	124	5	data	datum	NOUN
cte-112	124	6	augmentation	augmentation	NOUN
cte-112	124	7	is	be	AUX
cte-112	124	8	proposed	propose	VERB
cte-112	124	9	–	–	PUNCT
cte-112	124	10	asynchronous	asynchronous	ADJ
cte-112	124	11	data	datum	NOUN
cte-112	124	12	augmentation	augmentation	NOUN
cte-112	124	13	through	through	ADP
cte-112	124	14	pre	pre	NOUN
cte-112	124	15	-	-	NOUN
cte-112	124	16	categorization	categorization	NOUN
cte-112	124	17	,	,	PUNCT
cte-112	124	18	which	which	PRON
cte-112	124	19	solves	solve	VERB
cte-112	124	20	this	this	DET
cte-112	124	21	problem	problem	NOUN
cte-112	124	22	.	.	PUNCT
cte-112	125	1	using	use	VERB
cte-112	125	2	the	the	DET
cte-112	125	3	proposed	propose	VERB
cte-112	125	4	method	method	NOUN
cte-112	125	5	,	,	PUNCT
cte-112	125	6	it	it	PRON
cte-112	125	7	is	be	AUX
cte-112	125	8	possible	possible	ADJ
cte-112	125	9	to	to	PART
cte-112	125	10	carry	carry	VERB
cte-112	125	11	out	out	ADP
cte-112	125	12	neural	neural	ADJ
cte-112	125	13	network	network	NOUN
cte-112	125	14	training	training	NOUN
cte-112	125	15	even	even	ADV
cte-112	125	16	for	for	ADP
cte-112	125	17	small	small	ADJ
cte-112	125	18	amounts	amount	NOUN
cte-112	125	19	of	of	ADP
cte-112	125	20	data	datum	NOUN
cte-112	125	21	[	[	X
cte-112	125	22	5	5	NUM
cte-112	125	23	]	]	PUNCT
cte-112	125	24	.	.	PUNCT
cte-112	126	1	do	do	VERB
cte-112	126	2	and	and	CCONJ
cte-112	126	3	chen	chen	PROPN
cte-112	127	1	[	[	X
cte-112	127	2	9	9	NUM
cte-112	127	3	]	]	PUNCT
cte-112	127	4	present	present	ADJ
cte-112	127	5	a	a	DET
cte-112	127	6	neuro	neuro	NOUN
cte-112	127	7	-	-	PUNCT
cte-112	127	8	fuzzy	fuzzy	ADJ
cte-112	127	9	classifier	classifier	NOUN
cte-112	127	10	that	that	PRON
cte-112	127	11	used	use	VERB
cte-112	127	12	the	the	DET
cte-112	127	13	results	result	NOUN
cte-112	127	14	of	of	ADP
cte-112	127	15	previous	previous	ADJ
cte-112	127	16	exams	exam	NOUN
cte-112	127	17	and	and	CCONJ
cte-112	127	18	other	other	ADJ
cte-112	127	19	related	related	ADJ
cte-112	127	20	factors	factor	NOUN
cte-112	127	21	as	as	ADP
cte-112	127	22	input	input	NOUN
cte-112	127	23	variables	variable	NOUN
cte-112	127	24	and	and	CCONJ
cte-112	127	25	classified	classified	ADJ
cte-112	127	26	students	student	NOUN
cte-112	127	27	based	base	VERB
cte-112	127	28	on	on	ADP
cte-112	127	29	their	their	PRON
cte-112	127	30	expected	expect	VERB
cte-112	127	31	learning	learn	VERB
cte-112	127	32	outcomes	outcome	NOUN
cte-112	127	33	.	.	PUNCT
cte-112	128	1	the	the	DET
cte-112	128	2	results	result	NOUN
cte-112	128	3	showed	show	VERB
cte-112	128	4	that	that	SCONJ
cte-112	128	5	the	the	DET
cte-112	128	6	proposed	propose	VERB
cte-112	128	7	approach	approach	NOUN
cte-112	128	8	achieved	achieve	VERB
cte-112	128	9	high	high	ADJ
cte-112	128	10	accuracy	accuracy	NOUN
cte-112	128	11	compared	compare	VERB
cte-112	128	12	to	to	ADP
cte-112	128	13	the	the	DET
cte-112	128	14	results	result	NOUN
cte-112	128	15	obtained	obtain	VERB
cte-112	128	16	based	base	VERB
cte-112	128	17	on	on	ADP
cte-112	128	18	other	other	ADJ
cte-112	128	19	known	know	VERB
cte-112	128	20	approaches	approach	NOUN
cte-112	128	21	to	to	ADP
cte-112	128	22	classification	classification	NOUN
cte-112	128	23	,	,	PUNCT
cte-112	128	24	in	in	ADP
cte-112	128	25	particular	particular	ADJ
cte-112	128	26	,	,	PUNCT
cte-112	128	27	naive	naive	ADJ
cte-112	128	28	bayes	bayes	NOUN
cte-112	128	29	,	,	PUNCT
cte-112	128	30	neural	neural	ADJ
cte-112	128	31	networks	network	NOUN
cte-112	128	32	,	,	PUNCT
cte-112	128	33	and	and	CCONJ
cte-112	128	34	others	other	NOUN
cte-112	128	35	.	.	PUNCT
cte-112	129	1	fazlollahtabar	fazlollahtabar	PROPN
cte-112	129	2	and	and	CCONJ
cte-112	129	3	mahdavi	mahdavi	VERB
cte-112	129	4	[	[	X
cte-112	129	5	10	10	NUM
cte-112	129	6	]	]	PUNCT
cte-112	129	7	proposed	propose	VERB
cte-112	129	8	a	a	DET
cte-112	129	9	neuro	neuro	NOUN
cte-112	129	10	-	-	PUNCT
cte-112	129	11	fuzzy	fuzzy	ADJ
cte-112	129	12	approach	approach	NOUN
cte-112	129	13	based	base	VERB
cte-112	129	14	on	on	ADP
cte-112	129	15	evolutionary	evolutionary	ADJ
cte-112	129	16	techniques	technique	NOUN
cte-112	129	17	to	to	PART
cte-112	129	18	obtain	obtain	VERB
cte-112	129	19	the	the	DET
cte-112	129	20	optimal	optimal	ADJ
cte-112	129	21	learning	learning	NOUN
cte-112	129	22	pathway	pathway	NOUN
cte-112	129	23	for	for	ADP
cte-112	129	24	both	both	DET
cte-112	129	25	teacher	teacher	NOUN
cte-112	129	26	and	and	CCONJ
cte-112	129	27	student	student	NOUN
cte-112	129	28	.	.	PUNCT
cte-112	130	1	the	the	DET
cte-112	130	2	neurofuzzy	neurofuzzy	ADJ
cte-112	130	3	approach	approach	NOUN
cte-112	130	4	allows	allow	VERB
cte-112	130	5	providing	provide	VERB
cte-112	130	6	recommendations	recommendation	NOUN
cte-112	130	7	to	to	ADP
cte-112	130	8	the	the	DET
cte-112	130	9	teacher	teacher	NOUN
cte-112	130	10	for	for	ADP
cte-112	130	11	making	make	VERB
cte-112	130	12	pedagogical	pedagogical	ADJ
cte-112	130	13	decisions	decision	NOUN
cte-112	130	14	based	base	VERB
cte-112	130	15	on	on	ADP
cte-112	130	16	the	the	DET
cte-112	130	17	student	student	NOUN
cte-112	130	18	’s	’s	PART
cte-112	130	19	learning	learn	VERB
cte-112	130	20	style	style	NOUN
cte-112	130	21	.	.	PUNCT
cte-112	131	1	on	on	ADP
cte-112	131	2	the	the	DET
cte-112	131	3	other	other	ADJ
cte-112	131	4	hand	hand	NOUN
cte-112	131	5	,	,	PUNCT
cte-112	131	6	the	the	DET
cte-112	131	7	neural	neural	ADJ
cte-112	131	8	network	network	NOUN
cte-112	131	9	approach	approach	NOUN
cte-112	131	10	is	be	AUX
cte-112	131	11	used	use	VERB
cte-112	131	12	for	for	SCONJ
cte-112	131	13	the	the	DET
cte-112	131	14	student	student	NOUN
cte-112	131	15	to	to	PART
cte-112	131	16	create	create	VERB
cte-112	131	17	a	a	DET
cte-112	131	18	personalized	personalized	ADJ
cte-112	131	19	curriculum	curriculum	NOUN
cte-112	131	20	profile	profile	NOUN
cte-112	131	21	based	base	VERB
cte-112	131	22	on	on	ADP
cte-112	131	23	the	the	DET
cte-112	131	24	individual	individual	ADJ
cte-112	131	25	needs	need	NOUN
cte-112	131	26	of	of	ADP
cte-112	131	27	the	the	DET
cte-112	131	28	student	student	NOUN
cte-112	131	29	in	in	ADP
cte-112	131	30	a	a	DET
cte-112	131	31	fuzzy	fuzzy	ADJ
cte-112	131	32	environment	environment	NOUN
cte-112	132	1	[	[	X
cte-112	132	2	10	10	NUM
cte-112	132	3	]	]	PUNCT
cte-112	132	4	.	.	PUNCT
cte-112	133	1	taylan	taylan	NOUN
cte-112	133	2	and	and	CCONJ
cte-112	133	3	karagözoğlu	karagözoğlu	NOUN
cte-112	134	1	[	[	X
cte-112	134	2	36	36	NUM
cte-112	134	3	]	]	PUNCT
cte-112	134	4	use	use	VERB
cte-112	134	5	a	a	DET
cte-112	134	6	systematic	systematic	ADJ
cte-112	134	7	approach	approach	NOUN
cte-112	134	8	to	to	ADP
cte-112	134	9	designing	design	VERB
cte-112	134	10	a	a	DET
cte-112	134	11	fuzzy	fuzzy	ADJ
cte-112	134	12	inference	inference	NOUN
cte-112	134	13	system	system	NOUN
cte-112	134	14	based	base	VERB
cte-112	134	15	on	on	ADP
cte-112	134	16	a	a	DET
cte-112	134	17	class	class	NOUN
cte-112	134	18	of	of	ADP
cte-112	134	19	neural	neural	ADJ
cte-112	134	20	networks	network	NOUN
cte-112	134	21	to	to	PART
cte-112	134	22	assess	assess	VERB
cte-112	134	23	student	student	NOUN
cte-112	134	24	achievement	achievement	NOUN
cte-112	134	25	.	.	PUNCT
cte-112	135	1	the	the	DET
cte-112	135	2	developed	develop	VERB
cte-112	135	3	method	method	NOUN
cte-112	135	4	uses	use	VERB
cte-112	135	5	a	a	DET
cte-112	135	6	fuzzy	fuzzy	ADJ
cte-112	135	7	system	system	NOUN
cte-112	135	8	,	,	PUNCT
cte-112	135	9	supplemented	supplement	VERB
cte-112	135	10	by	by	ADP
cte-112	135	11	neural	neural	ADJ
cte-112	135	12	networks	network	NOUN
cte-112	135	13	,	,	PUNCT
cte-112	135	14	to	to	PART
cte-112	135	15	enhance	enhance	VERB
cte-112	135	16	some	some	PRON
cte-112	135	17	of	of	ADP
cte-112	135	18	its	its	PRON
cte-112	135	19	characteristics	characteristic	NOUN
cte-112	135	20	,	,	PUNCT
cte-112	135	21	such	such	ADJ
cte-112	135	22	as	as	ADP
cte-112	135	23	flexibility	flexibility	NOUN
cte-112	135	24	,	,	PUNCT
cte-112	135	25	speed	speed	NOUN
cte-112	135	26	,	,	PUNCT
cte-112	135	27	and	and	CCONJ
cte-112	135	28	adaptability	adaptability	NOUN
cte-112	135	29	,	,	PUNCT
cte-112	135	30	called	call	VERB
cte-112	135	31	the	the	DET
cte-112	135	32	adaptive	adaptive	ADJ
cte-112	135	33	fuzzy	fuzzy	ADJ
cte-112	135	34	inference	inference	NOUN
cte-112	135	35	system	system	NOUN
cte-112	135	36	(	(	PUNCT
cte-112	135	37	anfis	anfis	PROPN
cte-112	135	38	)	)	PUNCT
cte-112	135	39	.	.	PUNCT
cte-112	136	1	the	the	DET
cte-112	136	2	results	result	NOUN
cte-112	136	3	of	of	ADP
cte-112	136	4	the	the	DET
cte-112	136	5	anfis	anfis	ADJ
cte-112	136	6	model	model	NOUN
cte-112	136	7	are	be	AUX
cte-112	136	8	as	as	ADV
cte-112	136	9	reliable	reliable	ADJ
cte-112	136	10	as	as	ADP
cte-112	136	11	statistical	statistical	ADJ
cte-112	136	12	methods	method	NOUN
cte-112	136	13	,	,	PUNCT
cte-112	136	14	but	but	CCONJ
cte-112	136	15	they	they	PRON
cte-112	136	16	encourage	encourage	VERB
cte-112	136	17	a	a	DET
cte-112	136	18	more	more	ADV
cte-112	136	19	natural	natural	ADJ
cte-112	136	20	way	way	NOUN
cte-112	136	21	of	of	ADP
cte-112	136	22	interpreting	interpret	VERB
cte-112	136	23	student	student	NOUN
cte-112	136	24	learning	learn	VERB
cte-112	136	25	outcomes	outcome	NOUN
cte-112	136	26	.	.	PUNCT
cte-112	137	1	in	in	ADP
cte-112	137	2	comparison	comparison	NOUN
cte-112	137	3	with	with	ADP
cte-112	137	4	these	these	DET
cte-112	137	5	works	work	NOUN
cte-112	137	6	,	,	PUNCT
cte-112	137	7	this	this	DET
cte-112	137	8	study	study	NOUN
cte-112	137	9	fills	fill	VERB
cte-112	137	10	a	a	DET
cte-112	137	11	gap	gap	NOUN
cte-112	137	12	in	in	ADP
cte-112	137	13	the	the	DET
cte-112	137	14	methods	method	NOUN
cte-112	137	15	of	of	ADP
cte-112	137	16	a	a	DET
cte-112	137	17	comprehensive	comprehensive	ADJ
cte-112	137	18	assessment	assessment	NOUN
cte-112	137	19	of	of	ADP
cte-112	137	20	the	the	DET
cte-112	137	21	quality	quality	NOUN
cte-112	137	22	of	of	ADP
cte-112	137	23	educational	educational	ADJ
cte-112	137	24	programs	program	NOUN
cte-112	137	25	and	and	CCONJ
cte-112	137	26	educational	educational	ADJ
cte-112	137	27	activities	activity	NOUN
cte-112	137	28	based	base	VERB
cte-112	137	29	on	on	ADP
cte-112	137	30	a	a	DET
cte-112	137	31	neurofuzzy	neurofuzzy	ADJ
cte-112	137	32	approach	approach	NOUN
cte-112	137	33	.	.	PUNCT
cte-112	138	1	1.2	1.2	NUM
cte-112	138	2	.	.	PUNCT
cte-112	138	3	methods	method	NOUN
cte-112	138	4	in	in	ADP
cte-112	138	5	this	this	DET
cte-112	138	6	study	study	NOUN
cte-112	138	7	,	,	PUNCT
cte-112	138	8	methods	method	NOUN
cte-112	138	9	of	of	ADP
cte-112	138	10	mathematical	mathematical	ADJ
cte-112	138	11	modeling	modeling	NOUN
cte-112	138	12	and	and	CCONJ
cte-112	138	13	computational	computational	ADJ
cte-112	138	14	experiment	experiment	NOUN
cte-112	138	15	based	base	VERB
cte-112	138	16	on	on	ADP
cte-112	138	17	statistical	statistical	ADJ
cte-112	138	18	processing	processing	NOUN
cte-112	138	19	of	of	ADP
cte-112	138	20	data	datum	NOUN
cte-112	138	21	assessments	assessment	NOUN
cte-112	138	22	of	of	ADP
cte-112	138	23	the	the	DET
cte-112	138	24	quality	quality	NOUN
cte-112	138	25	of	of	ADP
cte-112	138	26	educational	educational	ADJ
cte-112	138	27	programs	program	NOUN
cte-112	138	28	and	and	CCONJ
cte-112	138	29	educational	educational	ADJ
cte-112	138	30	activities	activity	NOUN
cte-112	138	31	were	be	AUX
cte-112	138	32	used	use	VERB
cte-112	138	33	.	.	PUNCT
cte-112	139	1	the	the	DET
cte-112	139	2	essence	essence	NOUN
cte-112	139	3	of	of	ADP
cte-112	139	4	the	the	DET
cte-112	139	5	methodology	methodology	NOUN
cte-112	139	6	of	of	ADP
cte-112	139	7	mathematical	mathematical	ADJ
cte-112	139	8	modeling	modeling	NOUN
cte-112	139	9	is	be	AUX
cte-112	139	10	to	to	PART
cte-112	139	11	replace	replace	VERB
cte-112	139	12	the	the	DET
cte-112	139	13	original	original	ADJ
cte-112	139	14	object	object	NOUN
cte-112	139	15	with	with	ADP
cte-112	139	16	its	its	PRON
cte-112	139	17	mathematical	mathematical	ADJ
cte-112	139	18	model	model	NOUN
cte-112	139	19	and	and	CCONJ
cte-112	139	20	study	study	VERB
cte-112	139	21	it	it	PRON
cte-112	139	22	with	with	ADP
cte-112	139	23	the	the	DET
cte-112	139	24	help	help	NOUN
cte-112	139	25	of	of	ADP
cte-112	139	26	computer	computer	NOUN
cte-112	139	27	technology	technology	NOUN
cte-112	139	28	.	.	PUNCT
cte-112	140	1	processing	processing	NOUN
cte-112	140	2	,	,	PUNCT
cte-112	140	3	analysis	analysis	NOUN
cte-112	140	4	,	,	PUNCT
cte-112	140	5	and	and	CCONJ
cte-112	140	6	interpretation	interpretation	NOUN
cte-112	140	7	of	of	ADP
cte-112	140	8	calculation	calculation	NOUN
cte-112	140	9	results	result	NOUN
cte-112	140	10	were	be	AUX
cte-112	140	11	carried	carry	VERB
cte-112	140	12	out	out	ADP
cte-112	140	13	by	by	ADP
cte-112	140	14	constant	constant	ADJ
cte-112	140	15	comparison	comparison	NOUN
cte-112	140	16	with	with	ADP
cte-112	140	17	the	the	DET
cte-112	140	18	results	result	NOUN
cte-112	140	19	of	of	ADP
cte-112	140	20	statistical	statistical	ADJ
cte-112	140	21	processing	processing	NOUN
cte-112	140	22	of	of	ADP
cte-112	140	23	expert	expert	NOUN
cte-112	140	24	estimates	estimate	NOUN
cte-112	140	25	.	.	PUNCT
cte-112	141	1	in	in	ADP
cte-112	141	2	the	the	DET
cte-112	141	3	course	course	NOUN
cte-112	141	4	of	of	ADP
cte-112	141	5	the	the	DET
cte-112	141	6	research	research	NOUN
cte-112	141	7	,	,	PUNCT
cte-112	141	8	refinements	refinement	NOUN
cte-112	141	9	were	be	AUX
cte-112	141	10	made	make	VERB
cte-112	141	11	and	and	CCONJ
cte-112	141	12	the	the	DET
cte-112	141	13	mathematical	mathematical	ADJ
cte-112	141	14	model	model	NOUN
cte-112	141	15	was	be	AUX
cte-112	141	16	revised	revise	VERB
cte-112	141	17	and	and	CCONJ
cte-112	141	18	the	the	DET
cte-112	141	19	cycle	cycle	NOUN
cte-112	141	20	of	of	ADP
cte-112	141	21	the	the	DET
cte-112	141	22	computational	computational	ADJ
cte-112	141	23	experiment	experiment	NOUN
cte-112	141	24	was	be	AUX
cte-112	141	25	repeated	repeat	VERB
cte-112	141	26	.	.	PUNCT
cte-112	142	1	the	the	DET
cte-112	142	2	methodology	methodology	NOUN
cte-112	142	3	for	for	ADP
cte-112	142	4	assessing	assess	VERB
cte-112	142	5	the	the	DET
cte-112	142	6	quality	quality	NOUN
cte-112	142	7	of	of	ADP
cte-112	142	8	the	the	DET
cte-112	142	9	curriculum	curriculum	NOUN
cte-112	142	10	and	and	CCONJ
cte-112	142	11	educational	educational	ADJ
cte-112	142	12	activities	activity	NOUN
cte-112	142	13	is	be	AUX
cte-112	142	14	159	159	NUM
cte-112	142	15	cte	cte	NOUN
cte-112	142	16	workshop	workshop	NOUN
cte-112	142	17	proceedings	proceeding	NOUN
cte-112	142	18	,	,	PUNCT
cte-112	142	19	2022	2022	NUM
cte-112	142	20	,	,	PUNCT
cte-112	142	21	vol	vol	NOUN
cte-112	142	22	.	.	NOUN
cte-112	143	1	9	9	NUM
cte-112	143	2	:	:	PUNCT
cte-112	143	3	cte-2021	cte-2021	NOUN
cte-112	143	4	,	,	PUNCT
cte-112	143	5	pp	pp	ADP
cte-112	143	6	.	.	PUNCT
cte-112	144	1	154	154	NUM
cte-112	144	2	-	-	SYM
cte-112	144	3	169	169	NUM
cte-112	144	4	built	build	VERB
cte-112	144	5	using	use	VERB
cte-112	144	6	methods	method	NOUN
cte-112	144	7	and	and	CCONJ
cte-112	144	8	tools	tool	NOUN
cte-112	144	9	of	of	ADP
cte-112	144	10	artificial	artificial	ADJ
cte-112	144	11	intelligence	intelligence	NOUN
cte-112	144	12	,	,	PUNCT
cte-112	144	13	implemented	implement	VERB
cte-112	144	14	in	in	ADP
cte-112	144	15	the	the	DET
cte-112	144	16	package	package	NOUN
cte-112	144	17	fuzzy	fuzzy	ADJ
cte-112	144	18	logic	logic	NOUN
cte-112	144	19	toolbox	toolbox	NOUN
cte-112	144	20	system	system	NOUN
cte-112	144	21	matlab	matlab	NOUN
cte-112	144	22	in	in	ADP
cte-112	144	23	the	the	DET
cte-112	144	24	form	form	NOUN
cte-112	144	25	of	of	ADP
cte-112	144	26	adaptive	adaptive	ADJ
cte-112	144	27	neuro	neuro	NOUN
cte-112	144	28	-	-	PUNCT
cte-112	144	29	fuzzy	fuzzy	ADJ
cte-112	144	30	output	output	NOUN
cte-112	144	31	anfis	anfis	ADJ
cte-112	144	32	(	(	PUNCT
cte-112	144	33	adaptive	adaptive	ADJ
cte-112	144	34	neuro	neuro	NOUN
cte-112	144	35	-	-	PUNCT
cte-112	144	36	fuzzy	fuzzy	ADJ
cte-112	144	37	inference	inference	NOUN
cte-112	144	38	system	system	NOUN
cte-112	144	39	)	)	PUNCT
cte-112	144	40	.	.	PUNCT
cte-112	145	1	participants	participant	NOUN
cte-112	145	2	in	in	ADP
cte-112	145	3	the	the	DET
cte-112	145	4	experiment	experiment	NOUN
cte-112	145	5	–	–	PUNCT
cte-112	145	6	full	full	ADJ
cte-112	145	7	-	-	PUNCT
cte-112	145	8	time	time	NOUN
cte-112	145	9	master	master	NOUN
cte-112	145	10	’s	’s	PART
cte-112	145	11	students	student	NOUN
cte-112	145	12	(	(	PUNCT
cte-112	145	13	22	22	NUM
cte-112	145	14	people	people	NOUN
cte-112	145	15	)	)	PUNCT
cte-112	145	16	and	and	CCONJ
cte-112	145	17	graduates	graduate	NOUN
cte-112	145	18	of	of	ADP
cte-112	145	19	higher	high	ADJ
cte-112	145	20	education	education	NOUN
cte-112	145	21	institutions	institution	NOUN
cte-112	145	22	of	of	ADP
cte-112	145	23	the	the	DET
cte-112	145	24	previous	previous	ADJ
cte-112	145	25	term	term	NOUN
cte-112	145	26	of	of	ADP
cte-112	145	27	study	study	NOUN
cte-112	145	28	are	be	AUX
cte-112	145	29	the	the	DET
cte-112	145	30	same	same	ADJ
cte-112	145	31	specialties	specialty	NOUN
cte-112	145	32	(	(	PUNCT
cte-112	145	33	32	32	NUM
cte-112	145	34	people	people	NOUN
cte-112	145	35	)	)	PUNCT
cte-112	145	36	–	–	PUNCT
cte-112	145	37	a	a	DET
cte-112	145	38	total	total	NOUN
cte-112	145	39	of	of	ADP
cte-112	145	40	54	54	NUM
cte-112	145	41	people	people	NOUN
cte-112	145	42	.	.	PUNCT
cte-112	146	1	this	this	DET
cte-112	146	2	number	number	NOUN
cte-112	146	3	of	of	ADP
cte-112	146	4	respondents	respondent	NOUN
cte-112	146	5	is	be	AUX
cte-112	146	6	due	due	ADJ
cte-112	146	7	to	to	ADP
cte-112	146	8	the	the	DET
cte-112	146	9	number	number	NOUN
cte-112	146	10	of	of	ADP
cte-112	146	11	indicators	indicator	NOUN
cte-112	146	12	of	of	ADP
cte-112	146	13	quality	quality	NOUN
cte-112	146	14	criteria	criterion	NOUN
cte-112	146	15	because	because	SCONJ
cte-112	146	16	the	the	DET
cte-112	146	17	data	data	NOUN
cte-112	146	18	format	format	NOUN
cte-112	146	19	of	of	ADP
cte-112	146	20	the	the	DET
cte-112	146	21	artificial	artificial	ADJ
cte-112	146	22	network	network	NOUN
cte-112	146	23	in	in	ADP
cte-112	146	24	matlab	matlab	PROPN
cte-112	146	25	supports	support	VERB
cte-112	146	26	square	square	ADJ
cte-112	146	27	matrices	matrix	NOUN
cte-112	146	28	,	,	PUNCT
cte-112	146	29	in	in	ADP
cte-112	146	30	this	this	DET
cte-112	146	31	case	case	NOUN
cte-112	146	32	,	,	PUNCT
cte-112	146	33	54x54	54x54	NUM
cte-112	146	34	.	.	PUNCT
cte-112	147	1	before	before	ADP
cte-112	147	2	the	the	DET
cte-112	147	3	accreditation	accreditation	NOUN
cte-112	147	4	examination	examination	NOUN
cte-112	147	5	,	,	PUNCT
cte-112	147	6	students	student	NOUN
cte-112	147	7	were	be	AUX
cte-112	147	8	offered	offer	VERB
cte-112	147	9	questionnaires	questionnaire	NOUN
cte-112	147	10	with	with	ADP
cte-112	147	11	a	a	DET
cte-112	147	12	proposal	proposal	NOUN
cte-112	147	13	to	to	PART
cte-112	147	14	assess	assess	VERB
cte-112	147	15	the	the	DET
cte-112	147	16	quality	quality	NOUN
cte-112	147	17	of	of	ADP
cte-112	147	18	the	the	DET
cte-112	147	19	educational	educational	ADJ
cte-112	147	20	program	program	NOUN
cte-112	147	21	and	and	CCONJ
cte-112	147	22	educational	educational	ADJ
cte-112	147	23	activities	activity	NOUN
cte-112	147	24	of	of	ADP
cte-112	147	25	the	the	DET
cte-112	147	26	specialty	specialty	NOUN
cte-112	147	27	on	on	ADP
cte-112	147	28	an	an	DET
cte-112	147	29	assessment	assessment	NOUN
cte-112	147	30	scale	scale	NOUN
cte-112	147	31	covering	cover	VERB
cte-112	147	32	four	four	NUM
cte-112	147	33	levels	level	NOUN
cte-112	147	34	:	:	PUNCT
cte-112	147	35	f	f	X
cte-112	147	36	,	,	PUNCT
cte-112	147	37	e	e	NOUN
cte-112	147	38	,	,	PUNCT
cte-112	147	39	b	b	PROPN
cte-112	147	40	,	,	PUNCT
cte-112	147	41	a.	a.	NOUN
cte-112	147	42	student	student	NOUN
cte-112	147	43	assessments	assessment	NOUN
cte-112	147	44	were	be	AUX
cte-112	147	45	used	use	VERB
cte-112	147	46	to	to	PART
cte-112	147	47	form	form	VERB
cte-112	147	48	the	the	DET
cte-112	147	49	vector	vector	NOUN
cte-112	147	50	of	of	ADP
cte-112	147	51	artificial	artificial	ADJ
cte-112	147	52	neural	neural	ADJ
cte-112	147	53	network	network	NOUN
cte-112	147	54	inputs	input	NOUN
cte-112	147	55	.	.	PUNCT
cte-112	148	1	after	after	ADP
cte-112	148	2	the	the	DET
cte-112	148	3	accreditation	accreditation	NOUN
cte-112	148	4	examination	examination	NOUN
cte-112	148	5	,	,	PUNCT
cte-112	148	6	the	the	DET
cte-112	148	7	expert	expert	NOUN
cte-112	148	8	assessments	assessment	NOUN
cte-112	148	9	were	be	AUX
cte-112	148	10	used	use	VERB
cte-112	148	11	to	to	PART
cte-112	148	12	check	check	VERB
cte-112	148	13	the	the	DET
cte-112	148	14	quality	quality	NOUN
cte-112	148	15	of	of	ADP
cte-112	148	16	the	the	DET
cte-112	148	17	prediction	prediction	NOUN
cte-112	148	18	of	of	ADP
cte-112	148	19	the	the	DET
cte-112	148	20	artificial	artificial	ADJ
cte-112	148	21	neural	neural	ADJ
cte-112	148	22	network	network	NOUN
cte-112	148	23	.	.	PUNCT
cte-112	149	1	to	to	PART
cte-112	149	2	ensure	ensure	VERB
cte-112	149	3	the	the	DET
cte-112	149	4	representativeness	representativeness	NOUN
cte-112	149	5	of	of	ADP
cte-112	149	6	the	the	DET
cte-112	149	7	sample	sample	NOUN
cte-112	149	8	,	,	PUNCT
cte-112	149	9	the	the	DET
cte-112	149	10	study	study	NOUN
cte-112	149	11	of	of	ADP
cte-112	149	12	its	its	PRON
cte-112	149	13	design	design	NOUN
cte-112	149	14	was	be	AUX
cte-112	149	15	carried	carry	VERB
cte-112	149	16	out	out	ADP
cte-112	149	17	based	base	VERB
cte-112	149	18	on	on	ADP
cte-112	149	19	randomization	randomization	NOUN
cte-112	149	20	.	.	PUNCT
cte-112	150	1	the	the	DET
cte-112	150	2	decision	decision	NOUN
cte-112	150	3	on	on	ADP
cte-112	150	4	the	the	DET
cte-112	150	5	statistical	statistical	ADJ
cte-112	150	6	deviation	deviation	NOUN
cte-112	150	7	of	of	ADP
cte-112	150	8	the	the	DET
cte-112	150	9	null	null	ADJ
cte-112	150	10	hypothesis	hypothesis	NOUN
cte-112	150	11	regarding	regard	VERB
cte-112	150	12	the	the	DET
cte-112	150	13	differences	difference	NOUN
cte-112	150	14	between	between	ADP
cte-112	150	15	the	the	DET
cte-112	150	16	averages	average	NOUN
cte-112	150	17	,	,	PUNCT
cte-112	150	18	thus	thus	ADV
cte-112	150	19	,	,	PUNCT
cte-112	150	20	was	be	AUX
cte-112	150	21	also	also	ADV
cte-112	150	22	associated	associate	VERB
cte-112	150	23	with	with	ADP
cte-112	150	24	the	the	DET
cte-112	150	25	procedure	procedure	NOUN
cte-112	150	26	of	of	ADP
cte-112	150	27	random	random	ADJ
cte-112	150	28	sampling	sampling	NOUN
cte-112	150	29	.	.	PUNCT
cte-112	151	1	the	the	DET
cte-112	151	2	rating	rating	NOUN
cte-112	151	3	scale	scale	NOUN
cte-112	151	4	covers	cover	VERB
cte-112	151	5	four	four	NUM
cte-112	151	6	levels	level	NOUN
cte-112	151	7	of	of	ADP
cte-112	151	8	compliance	compliance	NOUN
cte-112	151	9	by	by	ADP
cte-112	151	10	the	the	DET
cte-112	151	11	requirements	requirement	NOUN
cte-112	151	12	of	of	ADP
cte-112	151	13	the	the	DET
cte-112	151	14	legislation	legislation	NOUN
cte-112	151	15	(	(	PUNCT
cte-112	151	16	f	f	X
cte-112	151	17	,	,	PUNCT
cte-112	151	18	e	e	NOUN
cte-112	151	19	,	,	PUNCT
cte-112	151	20	b	b	PROPN
cte-112	151	21	,	,	PUNCT
cte-112	151	22	a	a	NOUN
cte-112	151	23	)	)	PUNCT
cte-112	152	1	[	[	X
cte-112	152	2	30	30	NUM
cte-112	152	3	]	]	PUNCT
cte-112	152	4	.	.	PUNCT
cte-112	153	1	also	also	ADV
cte-112	153	2	,	,	PUNCT
cte-112	153	3	the	the	DET
cte-112	153	4	legislation	legislation	NOUN
cte-112	153	5	establishes	establish	VERB
cte-112	153	6	10	10	NUM
cte-112	153	7	criteria	criterion	NOUN
cte-112	153	8	for	for	ADP
cte-112	153	9	assessing	assess	VERB
cte-112	153	10	the	the	DET
cte-112	153	11	quality	quality	NOUN
cte-112	153	12	of	of	ADP
cte-112	153	13	the	the	DET
cte-112	153	14	educational	educational	ADJ
cte-112	153	15	program	program	NOUN
cte-112	153	16	[	[	X
cte-112	153	17	30	30	NUM
cte-112	153	18	]	]	SYM
cte-112	153	19	:	:	PUNCT
cte-112	153	20	1	1	X
cte-112	153	21	)	)	PUNCT
cte-112	153	22	design	design	NOUN
cte-112	153	23	and	and	CCONJ
cte-112	153	24	objectives	objective	NOUN
cte-112	153	25	of	of	ADP
cte-112	153	26	the	the	DET
cte-112	153	27	educational	educational	ADJ
cte-112	153	28	program	program	NOUN
cte-112	153	29	(	(	PUNCT
cte-112	153	30	4	4	NUM
cte-112	153	31	)	)	PUNCT
cte-112	153	32	;	;	PUNCT
cte-112	153	33	2	2	X
cte-112	153	34	)	)	PUNCT
cte-112	153	35	structure	structure	NOUN
cte-112	153	36	and	and	CCONJ
cte-112	153	37	content	content	NOUN
cte-112	153	38	of	of	ADP
cte-112	153	39	the	the	DET
cte-112	153	40	educational	educational	ADJ
cte-112	153	41	program	program	NOUN
cte-112	153	42	(	(	PUNCT
cte-112	153	43	9	9	NUM
cte-112	153	44	)	)	PUNCT
cte-112	153	45	;	;	PUNCT
cte-112	153	46	3	3	X
cte-112	153	47	)	)	PUNCT
cte-112	153	48	access	access	NOUN
cte-112	153	49	to	to	ADP
cte-112	153	50	the	the	DET
cte-112	153	51	educational	educational	ADJ
cte-112	153	52	program	program	NOUN
cte-112	153	53	and	and	CCONJ
cte-112	153	54	recognition	recognition	NOUN
cte-112	153	55	of	of	ADP
cte-112	153	56	learning	learn	VERB
cte-112	153	57	outcomes	outcome	NOUN
cte-112	153	58	(	(	PUNCT
cte-112	153	59	4	4	NUM
cte-112	153	60	)	)	PUNCT
cte-112	153	61	;	;	PUNCT
cte-112	153	62	4	4	X
cte-112	153	63	)	)	PUNCT
cte-112	153	64	teaching	teaching	NOUN
cte-112	153	65	and	and	CCONJ
cte-112	153	66	learning	learn	VERB
cte-112	153	67	according	accord	VERB
cte-112	153	68	to	to	ADP
cte-112	153	69	the	the	DET
cte-112	153	70	educational	educational	ADJ
cte-112	153	71	program	program	NOUN
cte-112	153	72	(	(	PUNCT
cte-112	153	73	5	5	NUM
cte-112	153	74	)	)	PUNCT
cte-112	153	75	;	;	PUNCT
cte-112	153	76	5	5	X
cte-112	153	77	)	)	PUNCT
cte-112	153	78	control	control	NOUN
cte-112	153	79	measures	measure	NOUN
cte-112	153	80	,	,	PUNCT
cte-112	153	81	evaluation	evaluation	NOUN
cte-112	153	82	of	of	ADP
cte-112	153	83	applicants	applicant	NOUN
cte-112	153	84	for	for	ADP
cte-112	153	85	higher	high	ADJ
cte-112	153	86	education	education	NOUN
cte-112	153	87	and	and	CCONJ
cte-112	153	88	academic	academic	ADJ
cte-112	153	89	integrity	integrity	NOUN
cte-112	153	90	(	(	PUNCT
cte-112	153	91	4	4	NUM
cte-112	153	92	)	)	PUNCT
cte-112	153	93	;	;	PUNCT
cte-112	153	94	6	6	X
cte-112	153	95	)	)	PUNCT
cte-112	153	96	human	human	ADJ
cte-112	153	97	resources	resource	NOUN
cte-112	153	98	(	(	PUNCT
cte-112	153	99	6	6	NUM
cte-112	153	100	)	)	PUNCT
cte-112	153	101	;	;	PUNCT
cte-112	153	102	7	7	X
cte-112	153	103	)	)	PUNCT
cte-112	153	104	educational	educational	ADJ
cte-112	153	105	environment	environment	NOUN
cte-112	153	106	and	and	CCONJ
cte-112	153	107	material	material	NOUN
cte-112	153	108	resources	resource	NOUN
cte-112	153	109	(	(	PUNCT
cte-112	153	110	6	6	NUM
cte-112	153	111	)	)	PUNCT
cte-112	153	112	;	;	PUNCT
cte-112	153	113	8)	8)	NUM
cte-112	153	114	internal	internal	ADJ
cte-112	153	115	quality	quality	NOUN
cte-112	153	116	assurance	assurance	NOUN
cte-112	153	117	of	of	ADP
cte-112	153	118	the	the	DET
cte-112	153	119	educational	educational	ADJ
cte-112	153	120	program	program	NOUN
cte-112	153	121	(	(	PUNCT
cte-112	153	122	7	7	NUM
cte-112	153	123	)	)	PUNCT
cte-112	153	124	;	;	PUNCT
cte-112	153	125	9	9	X
cte-112	153	126	)	)	PUNCT
cte-112	153	127	transparency	transparency	NOUN
cte-112	153	128	and	and	CCONJ
cte-112	153	129	publicity	publicity	NOUN
cte-112	153	130	(	(	PUNCT
cte-112	153	131	3	3	NUM
cte-112	153	132	)	)	PUNCT
cte-112	153	133	;	;	PUNCT
cte-112	153	134	10	10	X
cte-112	153	135	)	)	PUNCT
cte-112	153	136	learning	learn	VERB
cte-112	153	137	through	through	ADP
cte-112	153	138	research	research	NOUN
cte-112	153	139	(	(	PUNCT
cte-112	153	140	6	6	NUM
cte-112	153	141	)	)	PUNCT
cte-112	153	142	.	.	PUNCT
cte-112	154	1	in	in	ADP
cte-112	154	2	turn	turn	NOUN
cte-112	154	3	,	,	PUNCT
cte-112	154	4	each	each	PRON
cte-112	154	5	of	of	ADP
cte-112	154	6	these	these	DET
cte-112	154	7	criteria	criterion	NOUN
cte-112	154	8	has	have	VERB
cte-112	154	9	from	from	ADP
cte-112	154	10	3	3	NUM
cte-112	154	11	to	to	ADP
cte-112	154	12	9	9	NUM
cte-112	154	13	indicators	indicator	NOUN
cte-112	154	14	(	(	PUNCT
cte-112	154	15	the	the	DET
cte-112	154	16	number	number	NOUN
cte-112	154	17	is	be	AUX
cte-112	154	18	indicated	indicate	VERB
cte-112	154	19	in	in	ADP
cte-112	154	20	parentheses	parenthesis	NOUN
cte-112	154	21	)	)	PUNCT
cte-112	154	22	.	.	PUNCT
cte-112	155	1	together	together	ADV
cte-112	155	2	,	,	PUNCT
cte-112	155	3	all	all	DET
cte-112	155	4	10	10	NUM
cte-112	155	5	criteria	criterion	NOUN
cte-112	155	6	contain	contain	VERB
cte-112	155	7	54	54	NUM
cte-112	155	8	indicators	indicator	NOUN
cte-112	155	9	.	.	PUNCT
cte-112	156	1	2	2	X
cte-112	156	2	.	.	X
cte-112	156	3	results	result	NOUN
cte-112	156	4	at	at	ADP
cte-112	156	5	the	the	DET
cte-112	156	6	first	first	ADJ
cte-112	156	7	stage	stage	NOUN
cte-112	156	8	of	of	ADP
cte-112	156	9	the	the	DET
cte-112	156	10	study	study	NOUN
cte-112	156	11	,	,	PUNCT
cte-112	156	12	the	the	DET
cte-112	156	13	collection	collection	NOUN
cte-112	156	14	and	and	CCONJ
cte-112	156	15	statistical	statistical	ADJ
cte-112	156	16	processing	processing	NOUN
cte-112	156	17	of	of	ADP
cte-112	156	18	data	datum	NOUN
cte-112	156	19	on	on	ADP
cte-112	156	20	the	the	DET
cte-112	156	21	results	result	NOUN
cte-112	156	22	of	of	ADP
cte-112	156	23	the	the	DET
cte-112	156	24	assessment	assessment	NOUN
cte-112	156	25	of	of	ADP
cte-112	156	26	students	student	NOUN
cte-112	156	27	and	and	CCONJ
cte-112	156	28	graduates	graduate	NOUN
cte-112	156	29	of	of	ADP
cte-112	156	30	higher	high	ADJ
cte-112	156	31	education	education	NOUN
cte-112	156	32	educational	educational	ADJ
cte-112	156	33	programs	program	NOUN
cte-112	156	34	and	and	CCONJ
cte-112	156	35	educational	educational	ADJ
cte-112	156	36	activities	activity	NOUN
cte-112	156	37	on	on	ADP
cte-112	156	38	the	the	DET
cte-112	156	39	educational	educational	ADJ
cte-112	156	40	program	program	NOUN
cte-112	156	41	for	for	ADP
cte-112	156	42	each	each	DET
cte-112	156	43	criterion	criterion	NOUN
cte-112	156	44	.	.	PUNCT
cte-112	157	1	in	in	ADP
cte-112	157	2	the	the	DET
cte-112	157	3	second	second	ADJ
cte-112	157	4	stage	stage	NOUN
cte-112	157	5	,	,	PUNCT
cte-112	157	6	a	a	DET
cte-112	157	7	computational	computational	ADJ
cte-112	157	8	experiment	experiment	NOUN
cte-112	157	9	was	be	AUX
cte-112	157	10	performed	perform	VERB
cte-112	157	11	.	.	PUNCT
cte-112	158	1	the	the	DET
cte-112	158	2	cycle	cycle	NOUN
cte-112	158	3	of	of	ADP
cte-112	158	4	the	the	DET
cte-112	158	5	computational	computational	ADJ
cte-112	158	6	experiment	experiment	NOUN
cte-112	158	7	was	be	AUX
cte-112	158	8	carried	carry	VERB
cte-112	158	9	out	out	ADP
cte-112	158	10	in	in	ADP
cte-112	158	11	several	several	ADJ
cte-112	158	12	stages	stage	NOUN
cte-112	158	13	:	:	PUNCT
cte-112	158	14	1	1	X
cte-112	158	15	)	)	PUNCT
cte-112	158	16	the	the	DET
cte-112	158	17	choice	choice	NOUN
cte-112	158	18	of	of	ADP
cte-112	158	19	approximation	approximation	NOUN
cte-112	158	20	and	and	CCONJ
cte-112	158	21	mathematical	mathematical	ADJ
cte-112	158	22	formulation	formulation	NOUN
cte-112	158	23	of	of	ADP
cte-112	158	24	the	the	DET
cte-112	158	25	problem	problem	NOUN
cte-112	158	26	(	(	PUNCT
cte-112	158	27	construction	construction	NOUN
cte-112	158	28	of	of	ADP
cte-112	158	29	a	a	DET
cte-112	158	30	mathematical	mathematical	ADJ
cte-112	158	31	model	model	NOUN
cte-112	158	32	of	of	ADP
cte-112	158	33	the	the	DET
cte-112	158	34	phenomenon	phenomenon	NOUN
cte-112	158	35	under	under	ADP
cte-112	158	36	study	study	NOUN
cte-112	158	37	)	)	PUNCT
cte-112	158	38	;	;	PUNCT
cte-112	158	39	160	160	NUM
cte-112	158	40	cte	cte	NOUN
cte-112	158	41	workshop	workshop	NOUN
cte-112	158	42	proceedings	proceeding	NOUN
cte-112	158	43	,	,	PUNCT
cte-112	158	44	2022	2022	NUM
cte-112	158	45	,	,	PUNCT
cte-112	158	46	vol	vol	NOUN
cte-112	158	47	.	.	NOUN
cte-112	159	1	9	9	NUM
cte-112	159	2	:	:	PUNCT
cte-112	159	3	cte-2021	cte-2021	NOUN
cte-112	159	4	,	,	PUNCT
cte-112	159	5	pp	pp	ADP
cte-112	159	6	.	.	PUNCT
cte-112	160	1	154	154	NUM
cte-112	160	2	-	-	SYM
cte-112	160	3	169	169	NUM
cte-112	160	4	2	2	NUM
cte-112	160	5	)	)	PUNCT
cte-112	160	6	development	development	NOUN
cte-112	160	7	of	of	ADP
cte-112	160	8	a	a	DET
cte-112	160	9	computational	computational	ADJ
cte-112	160	10	algorithm	algorithm	NOUN
cte-112	160	11	for	for	ADP
cte-112	160	12	solving	solve	VERB
cte-112	160	13	the	the	DET
cte-112	160	14	problem	problem	NOUN
cte-112	160	15	;	;	PUNCT
cte-112	160	16	3	3	X
cte-112	160	17	)	)	PUNCT
cte-112	160	18	implementation	implementation	NOUN
cte-112	160	19	of	of	ADP
cte-112	160	20	the	the	DET
cte-112	160	21	algorithm	algorithm	NOUN
cte-112	160	22	in	in	ADP
cte-112	160	23	the	the	DET
cte-112	160	24	form	form	NOUN
cte-112	160	25	of	of	ADP
cte-112	160	26	a	a	DET
cte-112	160	27	program	program	NOUN
cte-112	160	28	for	for	ADP
cte-112	160	29	the	the	DET
cte-112	160	30	pc	pc	NOUN
cte-112	160	31	;	;	PUNCT
cte-112	160	32	4	4	X
cte-112	160	33	)	)	PUNCT
cte-112	160	34	settlements	settlement	NOUN
cte-112	160	35	on	on	ADP
cte-112	160	36	the	the	DET
cte-112	160	37	pc	pc	NOUN
cte-112	160	38	;	;	PUNCT
cte-112	160	39	5	5	NUM
cte-112	160	40	)	)	PUNCT
cte-112	160	41	processing	processing	NOUN
cte-112	160	42	,	,	PUNCT
cte-112	160	43	analysis	analysis	NOUN
cte-112	160	44	and	and	CCONJ
cte-112	160	45	interpretation	interpretation	NOUN
cte-112	160	46	of	of	ADP
cte-112	160	47	calculation	calculation	NOUN
cte-112	160	48	results	result	NOUN
cte-112	160	49	,	,	PUNCT
cte-112	160	50	comparison	comparison	NOUN
cte-112	160	51	with	with	ADP
cte-112	160	52	the	the	DET
cte-112	160	53	results	result	NOUN
cte-112	160	54	of	of	ADP
cte-112	160	55	statistical	statistical	ADJ
cte-112	160	56	processing	processing	NOUN
cte-112	160	57	of	of	ADP
cte-112	160	58	expert	expert	NOUN
cte-112	160	59	estimates	estimate	NOUN
cte-112	160	60	and	and	CCONJ
cte-112	160	61	,	,	PUNCT
cte-112	160	62	if	if	SCONJ
cte-112	160	63	necessary	necessary	ADJ
cte-112	160	64	,	,	PUNCT
cte-112	160	65	refinement	refinement	NOUN
cte-112	160	66	or	or	CCONJ
cte-112	160	67	revision	revision	NOUN
cte-112	160	68	of	of	ADP
cte-112	160	69	the	the	DET
cte-112	160	70	mathematical	mathematical	ADJ
cte-112	160	71	model	model	NOUN
cte-112	160	72	,	,	PUNCT
cte-112	160	73	i.e.	i.e.	X
cte-112	160	74	return	return	VERB
cte-112	160	75	to	to	ADP
cte-112	160	76	the	the	DET
cte-112	160	77	first	first	ADJ
cte-112	160	78	stage	stage	NOUN
cte-112	160	79	and	and	CCONJ
cte-112	160	80	repeat	repeat	VERB
cte-112	160	81	the	the	DET
cte-112	160	82	cycle	cycle	NOUN
cte-112	160	83	of	of	ADP
cte-112	160	84	the	the	DET
cte-112	160	85	computational	computational	ADJ
cte-112	160	86	experiment	experiment	NOUN
cte-112	160	87	.	.	PUNCT
cte-112	161	1	assessing	assess	VERB
cte-112	161	2	the	the	DET
cte-112	161	3	quality	quality	NOUN
cte-112	161	4	of	of	ADP
cte-112	161	5	the	the	DET
cte-112	161	6	curriculum	curriculum	NOUN
cte-112	161	7	and	and	CCONJ
cte-112	161	8	learning	learn	VERB
cte-112	161	9	activities	activity	NOUN
cte-112	161	10	is	be	AUX
cte-112	161	11	complicated	complicate	VERB
cte-112	161	12	by	by	ADP
cte-112	161	13	the	the	DET
cte-112	161	14	fact	fact	NOUN
cte-112	161	15	that	that	SCONJ
cte-112	161	16	each	each	PRON
cte-112	161	17	of	of	ADP
cte-112	161	18	the	the	DET
cte-112	161	19	10	10	NUM
cte-112	161	20	criteria	criterion	NOUN
cte-112	161	21	,	,	PUNCT
cte-112	161	22	in	in	ADP
cte-112	161	23	turn	turn	NOUN
cte-112	161	24	,	,	PUNCT
cte-112	161	25	consists	consist	VERB
cte-112	161	26	of	of	ADP
cte-112	161	27	several	several	ADJ
cte-112	161	28	indicators	indicator	NOUN
cte-112	161	29	(	(	PUNCT
cte-112	161	30	3	3	NUM
cte-112	161	31	-	-	SYM
cte-112	161	32	9	9	NUM
cte-112	161	33	)	)	PUNCT
cte-112	161	34	and	and	CCONJ
cte-112	161	35	is	be	AUX
cte-112	161	36	due	due	ADJ
cte-112	161	37	to	to	ADP
cte-112	161	38	many	many	ADJ
cte-112	161	39	factors	factor	NOUN
cte-112	161	40	,	,	PUNCT
cte-112	161	41	possibly	possibly	ADV
cte-112	161	42	with	with	ADP
cte-112	161	43	an	an	DET
cte-112	161	44	unknown	unknown	ADJ
cte-112	161	45	nature	nature	NOUN
cte-112	161	46	of	of	ADP
cte-112	161	47	influence	influence	NOUN
cte-112	161	48	,	,	PUNCT
cte-112	161	49	which	which	PRON
cte-112	161	50	is	be	AUX
cte-112	161	51	also	also	ADV
cte-112	161	52	non	non	ADJ
cte-112	161	53	-	-	ADJ
cte-112	161	54	numerical	numerical	ADJ
cte-112	161	55	.	.	PUNCT
cte-112	162	1	to	to	PART
cte-112	162	2	assess	assess	VERB
cte-112	162	3	the	the	DET
cte-112	162	4	quality	quality	NOUN
cte-112	162	5	of	of	ADP
cte-112	162	6	the	the	DET
cte-112	162	7	curriculum	curriculum	NOUN
cte-112	162	8	and	and	CCONJ
cte-112	162	9	training	training	NOUN
cte-112	162	10	activities	activity	NOUN
cte-112	162	11	,	,	PUNCT
cte-112	162	12	it	it	PRON
cte-112	162	13	is	be	AUX
cte-112	162	14	proposed	propose	VERB
cte-112	162	15	to	to	PART
cte-112	162	16	use	use	VERB
cte-112	162	17	a	a	DET
cte-112	162	18	two	two	NUM
cte-112	162	19	-	-	PUNCT
cte-112	162	20	tier	tier	NOUN
cte-112	162	21	system	system	NOUN
cte-112	162	22	based	base	VERB
cte-112	162	23	on	on	ADP
cte-112	162	24	the	the	DET
cte-112	162	25	anfis	anfis	ADJ
cte-112	162	26	package	package	NOUN
cte-112	162	27	and	and	CCONJ
cte-112	162	28	artificial	artificial	ADJ
cte-112	162	29	neural	neural	ADJ
cte-112	162	30	networks	network	NOUN
cte-112	162	31	to	to	PART
cte-112	162	32	predict	predict	VERB
cte-112	162	33	assessment	assessment	NOUN
cte-112	162	34	scores	score	NOUN
cte-112	162	35	.	.	PUNCT
cte-112	163	1	the	the	DET
cte-112	163	2	anfis	anfis	ADJ
cte-112	163	3	hybrid	hybrid	NOUN
cte-112	163	4	system	system	NOUN
cte-112	163	5	is	be	AUX
cte-112	163	6	a	a	DET
cte-112	163	7	combination	combination	NOUN
cte-112	163	8	of	of	ADP
cte-112	163	9	the	the	DET
cte-112	163	10	sugeno	sugeno	NOUN
cte-112	163	11	neuro	neuro	PROPN
cte-112	163	12	-	-	PUNCT
cte-112	163	13	fuzzy	fuzzy	ADJ
cte-112	163	14	inference	inference	NOUN
cte-112	163	15	method	method	NOUN
cte-112	163	16	with	with	ADP
cte-112	163	17	the	the	DET
cte-112	163	18	ability	ability	NOUN
cte-112	163	19	to	to	PART
cte-112	163	20	train	train	VERB
cte-112	163	21	a	a	DET
cte-112	163	22	five	five	NUM
cte-112	163	23	-	-	PUNCT
cte-112	163	24	layer	layer	NOUN
cte-112	163	25	artificial	artificial	ADJ
cte-112	163	26	neural	neural	ADJ
cte-112	163	27	network	network	NOUN
cte-112	163	28	(	(	PUNCT
cte-112	163	29	ann	ann	PROPN
cte-112	163	30	)	)	PUNCT
cte-112	163	31	of	of	ADP
cte-112	163	32	direct	direct	ADJ
cte-112	163	33	propagation	propagation	NOUN
cte-112	163	34	with	with	ADP
cte-112	163	35	a	a	DET
cte-112	163	36	single	single	ADJ
cte-112	163	37	output	output	NOUN
cte-112	163	38	and	and	CCONJ
cte-112	163	39	multiple	multiple	ADJ
cte-112	163	40	inputs	input	NOUN
cte-112	163	41	,	,	PUNCT
cte-112	163	42	which	which	PRON
cte-112	163	43	are	be	AUX
cte-112	163	44	fuzzy	fuzzy	ADJ
cte-112	163	45	linguistic	linguistic	ADJ
cte-112	163	46	variables	variable	NOUN
cte-112	163	47	.	.	PUNCT
cte-112	164	1	as	as	ADP
cte-112	164	2	input	input	NOUN
cte-112	164	3	variables	variable	NOUN
cte-112	164	4	of	of	ADP
cte-112	164	5	the	the	DET
cte-112	164	6	anfis	anfis	ADJ
cte-112	164	7	system	system	NOUN
cte-112	164	8	,	,	PUNCT
cte-112	164	9	we	we	PRON
cte-112	164	10	use	use	VERB
cte-112	164	11	the	the	DET
cte-112	164	12	criteria	criterion	NOUN
cte-112	164	13	for	for	ADP
cte-112	164	14	evaluating	evaluate	VERB
cte-112	164	15	the	the	DET
cte-112	164	16	quality	quality	NOUN
cte-112	164	17	of	of	ADP
cte-112	164	18	the	the	DET
cte-112	164	19	educational	educational	ADJ
cte-112	164	20	program	program	NOUN
cte-112	164	21	of	of	ADP
cte-112	164	22	10	10	NUM
cte-112	164	23	groups	group	NOUN
cte-112	164	24	of	of	ADP
cte-112	164	25	factors	factor	NOUN
cte-112	164	26	𝑉𝑖(𝑖	𝑉𝑖(𝑖	NOUN
cte-112	164	27	=	=	SYM
cte-112	164	28	1	1	NUM
cte-112	164	29	,	,	PUNCT
cte-112	164	30	...	...	PUNCT
cte-112	164	31	,	,	PUNCT
cte-112	164	32	10	10	NUM
cte-112	164	33	)	)	PUNCT
cte-112	164	34	.	.	PUNCT
cte-112	165	1	the	the	DET
cte-112	165	2	output	output	NOUN
cte-112	165	3	variable	variable	NOUN
cte-112	165	4	of	of	ADP
cte-112	165	5	the	the	DET
cte-112	165	6	anfis	anfis	ADJ
cte-112	165	7	system	system	NOUN
cte-112	165	8	is	be	AUX
cte-112	165	9	a	a	DET
cte-112	165	10	numerical	numerical	ADJ
cte-112	165	11	assessment	assessment	NOUN
cte-112	165	12	of	of	ADP
cte-112	165	13	the	the	DET
cte-112	165	14	quality	quality	NOUN
cte-112	165	15	of	of	ADP
cte-112	165	16	the	the	DET
cte-112	165	17	curriculum	curriculum	NOUN
cte-112	165	18	and	and	CCONJ
cte-112	165	19	training	training	NOUN
cte-112	165	20	activities	activity	NOUN
cte-112	165	21	and	and	CCONJ
cte-112	165	22	is	be	AUX
cte-112	165	23	defined	define	VERB
cte-112	165	24	as	as	ADP
cte-112	165	25	a	a	DET
cte-112	165	26	function	function	NOUN
cte-112	165	27	𝑦	𝑦	NOUN
cte-112	165	28	=	=	SYM
cte-112	165	29	𝑓(𝑉1	𝑓(𝑉1	NOUN
cte-112	165	30	,	,	PUNCT
cte-112	165	31	𝑉2	𝑉2	NOUN
cte-112	165	32	,	,	PUNCT
cte-112	165	33	𝑉3	𝑉3	NOUN
cte-112	165	34	,	,	PUNCT
cte-112	165	35	𝑉4	𝑉4	NOUN
cte-112	165	36	,	,	PUNCT
cte-112	165	37	𝑉5	𝑉5	NOUN
cte-112	165	38	,	,	PUNCT
cte-112	165	39	𝑉6	𝑉6	NOUN
cte-112	165	40	,	,	PUNCT
cte-112	165	41	𝑉7	𝑉7	NOUN
cte-112	165	42	,	,	PUNCT
cte-112	165	43	𝑉8	𝑉8	PROPN
cte-112	165	44	,	,	PUNCT
cte-112	165	45	𝑉9	𝑉9	NOUN
cte-112	165	46	,	,	PUNCT
cte-112	165	47	𝑉10	𝑉10	NUM
cte-112	165	48	)	)	PUNCT
cte-112	165	49	.	.	PUNCT
cte-112	166	1	layer	layer	NOUN
cte-112	166	2	1	1	NUM
cte-112	166	3	of	of	ADP
cte-112	166	4	the	the	DET
cte-112	166	5	anfis	anfis	ADJ
cte-112	166	6	system	system	NOUN
cte-112	166	7	for	for	ADP
cte-112	166	8	the	the	DET
cte-112	166	9	linguistic	linguistic	ADJ
cte-112	166	10	evaluation	evaluation	NOUN
cte-112	166	11	of	of	ADP
cte-112	166	12	input	input	NOUN
cte-112	166	13	parameters	parameter	NOUN
cte-112	166	14	uses	use	VERB
cte-112	166	15	the	the	DET
cte-112	166	16	term	term	NOUN
cte-112	166	17	set	set	NOUN
cte-112	166	18	of	of	ADP
cte-112	166	19	all	all	DET
cte-112	166	20	possible	possible	ADJ
cte-112	166	21	values	value	NOUN
cte-112	166	22	of	of	ADP
cte-112	166	23	the	the	DET
cte-112	166	24	linguistic	linguistic	ADJ
cte-112	166	25	variable	variable	NOUN
cte-112	166	26	.	.	PUNCT
cte-112	167	1	𝐴𝑉	𝐴𝑉	PROPN
cte-112	167	2	𝑖	𝑖	SYM
cte-112	167	3	=	=	PRON
cte-112	167	4	{	{	PUNCT
cte-112	167	5	“	"	PUNCT
cte-112	167	6	𝐹	𝐹	PROPN
cte-112	167	7	”	"	PUNCT
cte-112	167	8	,	,	PUNCT
cte-112	167	9	“	"	PUNCT
cte-112	167	10	𝐸	𝐸	PROPN
cte-112	167	11	”	"	PUNCT
cte-112	167	12	,	,	PUNCT
cte-112	167	13	“	"	PUNCT
cte-112	167	14	𝐵	𝐵	NOUN
cte-112	167	15	”	"	PUNCT
cte-112	167	16	,	,	PUNCT
cte-112	167	17	“	"	PUNCT
cte-112	167	18	𝐴	𝐴	PROPN
cte-112	167	19	”	"	PUNCT
cte-112	167	20	}	}	PUNCT
cte-112	167	21	.	.	PUNCT
cte-112	168	1	in	in	ADP
cte-112	168	2	symbolic	symbolic	ADJ
cte-112	168	3	form	form	NOUN
cte-112	168	4	we	we	PRON
cte-112	168	5	write	write	VERB
cte-112	168	6	:	:	PUNCT
cte-112	168	7	𝐴𝑉	𝐴𝑉	PROPN
cte-112	168	8	𝑖	𝑖	SYM
cte-112	168	9	=	=	PUNCT
cte-112	168	10	{	{	PUNCT
cte-112	168	11	𝐹	𝐹	PROPN
cte-112	168	12	<	<	X
cte-112	168	13	𝑖	𝑖	X
cte-112	168	14	>	>	X
cte-112	168	15	,	,	PUNCT
cte-112	168	16	𝐸	𝐸	PROPN
cte-112	168	17	<	<	X
cte-112	168	18	𝑖	𝑖	X
cte-112	168	19	>	>	X
cte-112	168	20	,	,	PUNCT
cte-112	168	21	𝐵	𝐵	NOUN
cte-112	168	22	<	<	X
cte-112	168	23	𝑖	𝑖	X
cte-112	168	24	>	>	PROPN
cte-112	168	25	,	,	PUNCT
cte-112	168	26	𝐴	𝐴	PROPN
cte-112	168	27	<	<	X
cte-112	168	28	𝑖	𝑖	X
cte-112	168	29	>	>	PUNCT
cte-112	168	30	}	}	PUNCT
cte-112	168	31	.	.	PUNCT
cte-112	169	1	the	the	DET
cte-112	169	2	term	term	NOUN
cte-112	169	3	set	set	NOUN
cte-112	169	4	of	of	ADP
cte-112	169	5	the	the	DET
cte-112	169	6	original	original	ADJ
cte-112	169	7	linguistic	linguistic	ADJ
cte-112	169	8	variable	variable	NOUN
cte-112	169	9	y	y	PROPN
cte-112	169	10	is	be	AUX
cte-112	169	11	the	the	DET
cte-112	169	12	set	set	NOUN
cte-112	169	13	of	of	ADP
cte-112	169	14	values	value	NOUN
cte-112	169	15	of	of	ADP
cte-112	169	16	quality	quality	NOUN
cte-112	169	17	assessments	assessment	NOUN
cte-112	169	18	of	of	ADP
cte-112	169	19	the	the	DET
cte-112	169	20	curriculum	curriculum	NOUN
cte-112	169	21	and	and	CCONJ
cte-112	169	22	educational	educational	ADJ
cte-112	169	23	activities	activity	NOUN
cte-112	169	24	:	:	PUNCT
cte-112	169	25	𝑇𝑦	𝑇𝑦	X
cte-112	169	26	=	=	SYM
cte-112	169	27	{	{	PUNCT
cte-112	169	28	𝐹,𝐸,𝐵,𝐴	𝐹,𝐸,𝐵,𝐴	NUM
cte-112	169	29	}	}	PUNCT
cte-112	169	30	.	.	PUNCT
cte-112	170	1	the	the	DET
cte-112	170	2	outputs	output	NOUN
cte-112	170	3	of	of	ADP
cte-112	170	4	the	the	DET
cte-112	170	5	nodes	node	NOUN
cte-112	170	6	of	of	ADP
cte-112	170	7	layer	layer	NOUN
cte-112	170	8	1	1	NUM
cte-112	170	9	are	be	AUX
cte-112	170	10	the	the	DET
cte-112	170	11	values	value	NOUN
cte-112	170	12	of	of	ADP
cte-112	170	13	the	the	DET
cte-112	170	14	membership	membership	NOUN
cte-112	170	15	functions	function	NOUN
cte-112	170	16	at	at	ADP
cte-112	170	17	specific	specific	ADJ
cte-112	170	18	values	value	NOUN
cte-112	170	19	of	of	ADP
cte-112	170	20	the	the	DET
cte-112	170	21	input	input	NOUN
cte-112	170	22	variables	variable	NOUN
cte-112	170	23	.	.	PUNCT
cte-112	171	1	layer	layer	NOUN
cte-112	171	2	2	2	NUM
cte-112	171	3	is	be	AUX
cte-112	171	4	non	non	ADJ
cte-112	171	5	-	-	ADJ
cte-112	171	6	adaptive	adaptive	ADJ
cte-112	171	7	and	and	CCONJ
cte-112	171	8	defines	define	VERB
cte-112	171	9	the	the	DET
cte-112	171	10	preconditions	precondition	NOUN
cte-112	171	11	of	of	ADP
cte-112	171	12	fuzzy	fuzzy	ADJ
cte-112	171	13	production	production	NOUN
cte-112	171	14	rules	rule	NOUN
cte-112	171	15	.	.	PUNCT
cte-112	172	1	production	production	NOUN
cte-112	172	2	rules	rule	NOUN
cte-112	172	3	–	–	PUNCT
cte-112	172	4	a	a	DET
cte-112	172	5	form	form	NOUN
cte-112	172	6	of	of	ADP
cte-112	172	7	representation	representation	NOUN
cte-112	172	8	of	of	ADP
cte-112	172	9	human	human	ADJ
cte-112	172	10	knowledge	knowledge	NOUN
cte-112	172	11	in	in	ADP
cte-112	172	12	the	the	DET
cte-112	172	13	form	form	NOUN
cte-112	172	14	of	of	ADP
cte-112	172	15	a	a	DET
cte-112	172	16	sentence	sentence	NOUN
cte-112	172	17	type	type	NOUN
cte-112	172	18	–	–	PUNCT
cte-112	172	19	if	if	SCONJ
cte-112	172	20	(	(	PUNCT
cte-112	172	21	condition	condition	NOUN
cte-112	172	22	)	)	PUNCT
cte-112	172	23	,	,	PUNCT
cte-112	172	24	then	then	ADV
cte-112	172	25	(	(	PUNCT
cte-112	172	26	action	action	NOUN
cte-112	172	27	)	)	PUNCT
cte-112	172	28	.	.	PUNCT
cte-112	173	1	the	the	DET
cte-112	173	2	rules	rule	NOUN
cte-112	173	3	provide	provide	VERB
cte-112	173	4	a	a	DET
cte-112	173	5	formal	formal	ADJ
cte-112	173	6	way	way	NOUN
cte-112	173	7	to	to	ADP
cte-112	173	8	present	present	ADJ
cte-112	173	9	recommendations	recommendation	NOUN
cte-112	173	10	,	,	PUNCT
cte-112	173	11	guidance	guidance	NOUN
cte-112	173	12	,	,	PUNCT
cte-112	173	13	or	or	CCONJ
cte-112	173	14	strategies	strategy	NOUN
cte-112	173	15	.	.	PUNCT
cte-112	174	1	they	they	PRON
cte-112	174	2	are	be	AUX
cte-112	174	3	ideal	ideal	ADJ
cte-112	174	4	in	in	ADP
cte-112	174	5	cases	case	NOUN
cte-112	174	6	where	where	SCONJ
cte-112	174	7	the	the	DET
cte-112	174	8	knowledge	knowledge	NOUN
cte-112	174	9	of	of	ADP
cte-112	174	10	the	the	DET
cte-112	174	11	subject	subject	ADJ
cte-112	174	12	area	area	NOUN
cte-112	174	13	arises	arise	VERB
cte-112	174	14	from	from	ADP
cte-112	174	15	the	the	DET
cte-112	174	16	empirical	empirical	ADJ
cte-112	174	17	associations	association	NOUN
cte-112	174	18	accumulated	accumulate	VERB
cte-112	174	19	during	during	ADP
cte-112	174	20	the	the	DET
cte-112	174	21	work	work	NOUN
cte-112	174	22	on	on	ADP
cte-112	174	23	solving	solve	VERB
cte-112	174	24	problems	problem	NOUN
cte-112	174	25	in	in	ADP
cte-112	174	26	a	a	DET
cte-112	174	27	particular	particular	ADJ
cte-112	174	28	field	field	NOUN
cte-112	174	29	.	.	PUNCT
cte-112	175	1	each	each	DET
cte-112	175	2	node	node	NOUN
cte-112	175	3	of	of	ADP
cte-112	175	4	this	this	DET
cte-112	175	5	layer	layer	NOUN
cte-112	175	6	is	be	AUX
cte-112	175	7	connected	connect	VERB
cte-112	175	8	to	to	ADP
cte-112	175	9	those	those	DET
cte-112	175	10	nodes	node	NOUN
cte-112	175	11	of	of	ADP
cte-112	175	12	layer	layer	NOUN
cte-112	175	13	1	1	NUM
cte-112	175	14	,	,	PUNCT
cte-112	175	15	which	which	PRON
cte-112	175	16	form	form	VERB
cte-112	175	17	the	the	DET
cte-112	175	18	prerequisites	prerequisite	NOUN
cte-112	175	19	of	of	ADP
cte-112	175	20	the	the	DET
cte-112	175	21	corresponding	corresponding	ADJ
cte-112	175	22	rule	rule	NOUN
cte-112	175	23	.	.	PUNCT
cte-112	176	1	to	to	PART
cte-112	176	2	solve	solve	VERB
cte-112	176	3	this	this	DET
cte-112	176	4	problem	problem	NOUN
cte-112	176	5	,	,	PUNCT
cte-112	176	6	four	four	NUM
cte-112	176	7	fuzzy	fuzzy	ADJ
cte-112	176	8	production	production	NOUN
cte-112	176	9	rules	rule	NOUN
cte-112	176	10	are	be	AUX
cte-112	176	11	formulated	formulate	VERB
cte-112	176	12	:	:	PUNCT
cte-112	176	13	𝑃	𝑃	NOUN
cte-112	176	14	=	=	SYM
cte-112	176	15	{	{	PUNCT
cte-112	176	16	𝑝1	𝑝1	NOUN
cte-112	176	17	,	,	PUNCT
cte-112	176	18	𝑝2	𝑝2	NOUN
cte-112	176	19	,	,	PUNCT
cte-112	176	20	𝑝3	𝑝3	ADV
cte-112	176	21	,	,	PUNCT
cte-112	176	22	𝑝4	𝑝4	NOUN
cte-112	176	23	}	}	PUNCT
cte-112	176	24	,	,	PUNCT
cte-112	176	25	because	because	SCONJ
cte-112	176	26	according	accord	VERB
cte-112	176	27	to	to	ADP
cte-112	176	28	the	the	DET
cte-112	176	29	features	feature	NOUN
cte-112	176	30	of	of	ADP
cte-112	176	31	the	the	DET
cte-112	176	32	anfis	anfis	PROPN
cte-112	176	33	network	network	NOUN
cte-112	176	34	,	,	PUNCT
cte-112	176	35	the	the	DET
cte-112	176	36	number	number	NOUN
cte-112	176	37	of	of	ADP
cte-112	176	38	network	network	NOUN
cte-112	176	39	rules	rule	NOUN
cte-112	176	40	must	must	AUX
cte-112	176	41	correspond	correspond	VERB
cte-112	176	42	to	to	ADP
cte-112	176	43	the	the	DET
cte-112	176	44	dimension	dimension	NOUN
cte-112	176	45	of	of	ADP
cte-112	176	46	the	the	DET
cte-112	176	47	term	term	NOUN
cte-112	176	48	set	set	NOUN
cte-112	176	49	of	of	ADP
cte-112	176	50	the	the	DET
cte-112	176	51	source	source	NOUN
cte-112	176	52	variable	variable	ADJ
cte-112	176	53	𝑦.	𝑦.	PROPN
cte-112	176	54	nodes	node	NOUN
cte-112	176	55	perform	perform	VERB
cte-112	176	56	a	a	DET
cte-112	176	57	fuzzy	fuzzy	ADJ
cte-112	176	58	logical	logical	ADJ
cte-112	176	59	operation	operation	NOUN
cte-112	176	60	“	"	PUNCT
cte-112	176	61	i	i	PROPN
cte-112	176	62	”	"	PUNCT
cte-112	176	63	(	(	PUNCT
cte-112	176	64	min	min	NOUN
cte-112	176	65	)	)	PUNCT
cte-112	176	66	.	.	PUNCT
cte-112	177	1	the	the	DET
cte-112	177	2	outputs	output	NOUN
cte-112	177	3	of	of	ADP
cte-112	177	4	the	the	DET
cte-112	177	5	nodes	node	NOUN
cte-112	177	6	of	of	ADP
cte-112	177	7	this	this	DET
cte-112	177	8	layer	layer	NOUN
cte-112	177	9	are	be	AUX
cte-112	177	10	the	the	DET
cte-112	177	11	degree	degree	NOUN
cte-112	177	12	of	of	ADP
cte-112	177	13	truth	truth	NOUN
cte-112	177	14	(	(	PUNCT
cte-112	177	15	fulfillment	fulfillment	NOUN
cte-112	177	16	)	)	PUNCT
cte-112	177	17	of	of	ADP
cte-112	177	18	the	the	DET
cte-112	177	19	preconditions	precondition	NOUN
cte-112	177	20	of	of	ADP
cte-112	177	21	each	each	PRON
cte-112	177	22	of	of	ADP
cte-112	177	23	the	the	DET
cte-112	177	24	four	four	NUM
cte-112	177	25	fuzzy	fuzzy	ADJ
cte-112	177	26	production	production	NOUN
cte-112	177	27	rules	rule	NOUN
cte-112	177	28	,	,	PUNCT
cte-112	177	29	which	which	PRON
cte-112	177	30	are	be	AUX
cte-112	177	31	calculated	calculate	VERB
cte-112	177	32	by	by	ADP
cte-112	177	33	the	the	DET
cte-112	177	34	formulas:⎧⎪⎪⎨⎪⎪⎩	formulas:⎧⎪⎪⎨⎪⎪⎩	PROPN
cte-112	177	35	𝑤1	𝑤1	VERB
cte-112	177	36	=	=	SYM
cte-112	177	37	min(𝜇𝐹1(𝑉1	min(𝜇𝐹1(𝑉1	NOUN
cte-112	177	38	)	)	PUNCT
cte-112	177	39	,	,	PUNCT
cte-112	177	40	𝜇𝐹2(𝑉2	𝜇𝐹2(𝑉2	PROPN
cte-112	177	41	)	)	PUNCT
cte-112	177	42	,	,	PUNCT
cte-112	177	43	𝜇𝐹3(𝑉3	𝜇𝐹3(𝑉3	NOUN
cte-112	177	44	)	)	PUNCT
cte-112	177	45	,	,	PUNCT
cte-112	177	46	𝜇𝐹4(𝑉4	𝜇𝐹4(𝑉4	NOUN
cte-112	177	47	)	)	PUNCT
cte-112	177	48	)	)	PUNCT
cte-112	177	49	𝑤2	𝑤2	NOUN
cte-112	177	50	=	=	SYM
cte-112	177	51	min(𝜇𝐸1(𝑉1	min(𝜇𝐸1(𝑉1	NOUN
cte-112	177	52	)	)	PUNCT
cte-112	177	53	,	,	PUNCT
cte-112	177	54	𝜇𝐸2(𝑉2	𝜇𝐸2(𝑉2	ADV
cte-112	177	55	)	)	PUNCT
cte-112	177	56	,	,	PUNCT
cte-112	177	57	𝜇𝐸3(𝑉3	𝜇𝐸3(𝑉3	NOUN
cte-112	177	58	)	)	PUNCT
cte-112	177	59	,	,	PUNCT
cte-112	177	60	𝜇𝐸4(𝑉4	𝜇𝐸4(𝑉4	NOUN
cte-112	177	61	)	)	PUNCT
cte-112	177	62	)	)	PUNCT
cte-112	178	1	𝑤3	𝑤3	NOUN
cte-112	178	2	=	=	PUNCT
cte-112	178	3	min(𝜇𝐵1(𝑉1	min(𝜇𝐵1(𝑉1	NOUN
cte-112	178	4	)	)	PUNCT
cte-112	178	5	,	,	PUNCT
cte-112	178	6	𝜇𝐵2(𝑉2	𝜇𝐵2(𝑉2	NOUN
cte-112	178	7	)	)	PUNCT
cte-112	178	8	,	,	PUNCT
cte-112	178	9	𝜇𝐵3(𝑉3	𝜇𝐵3(𝑉3	PROPN
cte-112	178	10	)	)	PUNCT
cte-112	178	11	,	,	PUNCT
cte-112	178	12	𝜇𝐵4(𝑉4	𝜇𝐵4(𝑉4	PROPN
cte-112	178	13	)	)	PUNCT
cte-112	178	14	)	)	PUNCT
cte-112	178	15	𝑤4	𝑤4	NOUN
cte-112	178	16	=	=	SYM
cte-112	178	17	min(𝜇𝐴1(𝑉1	min(𝜇𝐴1(𝑉1	NOUN
cte-112	178	18	)	)	PUNCT
cte-112	178	19	,	,	PUNCT
cte-112	178	20	𝜇𝐴2(𝑉2	𝜇𝐴2(𝑉2	NOUN
cte-112	178	21	)	)	PUNCT
cte-112	178	22	,	,	PUNCT
cte-112	178	23	𝜇𝐴3(𝑉3	𝜇𝐴3(𝑉3	PROPN
cte-112	178	24	)	)	PUNCT
cte-112	178	25	,	,	PUNCT
cte-112	178	26	𝜇𝐴4(𝑉4	𝜇𝐴4(𝑉4	PROPN
cte-112	178	27	)	)	PUNCT
cte-112	178	28	)	)	PUNCT
cte-112	178	29	(	(	PUNCT
cte-112	178	30	1	1	X
cte-112	178	31	)	)	PUNCT
cte-112	178	32	layer	layer	NOUN
cte-112	178	33	3	3	NUM
cte-112	178	34	normalizes	normalize	VERB
cte-112	178	35	the	the	DET
cte-112	178	36	degree	degree	NOUN
cte-112	178	37	of	of	ADP
cte-112	178	38	implementation	implementation	NOUN
cte-112	178	39	of	of	ADP
cte-112	178	40	each	each	PRON
cte-112	178	41	of	of	ADP
cte-112	178	42	the	the	DET
cte-112	178	43	fuzzy	fuzzy	ADJ
cte-112	178	44	production	production	NOUN
cte-112	178	45	rules	rule	NOUN
cte-112	178	46	(	(	PUNCT
cte-112	178	47	calculation	calculation	NOUN
cte-112	178	48	of	of	ADP
cte-112	178	49	the	the	DET
cte-112	178	50	relative	relative	ADJ
cte-112	178	51	degree	degree	NOUN
cte-112	178	52	of	of	ADP
cte-112	178	53	implementation	implementation	NOUN
cte-112	178	54	of	of	ADP
cte-112	178	55	the	the	DET
cte-112	178	56	rules	rule	NOUN
cte-112	178	57	)	)	PUNCT
cte-112	178	58	as	as	SCONJ
cte-112	178	59	follows	follow	VERB
cte-112	178	60	:	:	PUNCT
cte-112	178	61	161	161	NUM
cte-112	178	62	cte	cte	NOUN
cte-112	178	63	workshop	workshop	NOUN
cte-112	178	64	proceedings	proceeding	NOUN
cte-112	178	65	,	,	PUNCT
cte-112	178	66	2022	2022	NUM
cte-112	178	67	,	,	PUNCT
cte-112	178	68	vol	vol	NOUN
cte-112	178	69	.	.	NOUN
cte-112	179	1	9	9	NUM
cte-112	179	2	:	:	PUNCT
cte-112	179	3	cte-2021	cte-2021	NOUN
cte-112	179	4	,	,	PUNCT
cte-112	179	5	pp	pp	ADP
cte-112	179	6	.	.	PUNCT
cte-112	180	1	154	154	NUM
cte-112	180	2	-	-	SYM
cte-112	180	3	169	169	NUM
cte-112	180	4	𝑤ℎ	𝑤ℎ	ADP
cte-112	180	5	=	=	NOUN
cte-112	180	6	𝑤ℎ	𝑤ℎ	ADP
cte-112	180	7	ℎ∑︁	ℎ∑︁	X
cte-112	180	8	𝑖=1	𝑖=1	PROPN
cte-112	180	9	𝑤𝑖	𝑤𝑖	ADP
cte-112	180	10	(	(	PUNCT
cte-112	180	11	2	2	NUM
cte-112	180	12	)	)	PUNCT
cte-112	180	13	where	where	SCONJ
cte-112	180	14	ℎ	ℎ	X
cte-112	180	15	=	=	SYM
cte-112	180	16	1	1	NUM
cte-112	180	17	,	,	PUNCT
cte-112	180	18	.	.	PUNCT
cte-112	180	19	.	.	PUNCT
cte-112	180	20	.	.	PUNCT
cte-112	181	1	,	,	PUNCT
cte-112	181	2	4	4	NUM
cte-112	181	3	is	be	AUX
cte-112	181	4	production	production	NOUN
cte-112	181	5	rule	rule	NOUN
cte-112	181	6	number	number	NOUN
cte-112	181	7	.	.	PUNCT
cte-112	182	1	layer	layer	NOUN
cte-112	182	2	4	4	NUM
cte-112	182	3	calculates	calculate	VERB
cte-112	182	4	the	the	DET
cte-112	182	5	contribution	contribution	NOUN
cte-112	182	6	of	of	ADP
cte-112	182	7	each	each	DET
cte-112	182	8	fuzzy	fuzzy	ADJ
cte-112	182	9	production	production	NOUN
cte-112	182	10	rule	rule	NOUN
cte-112	182	11	to	to	ADP
cte-112	182	12	the	the	DET
cte-112	182	13	output	output	NOUN
cte-112	182	14	of	of	ADP
cte-112	182	15	the	the	DET
cte-112	182	16	network	network	NOUN
cte-112	182	17	according	accord	VERB
cte-112	182	18	to	to	ADP
cte-112	182	19	the	the	DET
cte-112	182	20	formula	formula	NOUN
cte-112	182	21	.	.	PUNCT
cte-112	183	1	𝑦ℎ(𝑣	𝑦ℎ(𝑣	NOUN
cte-112	183	2	,	,	PUNCT
cte-112	183	3	𝑉	𝑉	PROPN
cte-112	183	4	)	)	PUNCT
cte-112	183	5	=	=	SYM
cte-112	183	6	𝑤ℎ(𝑣	𝑤ℎ(𝑣	X
cte-112	183	7	(	(	PUNCT
cte-112	183	8	0	0	NUM
cte-112	183	9	)	)	PUNCT
cte-112	183	10	ℎ	ℎ	PROPN
cte-112	183	11	+	+	X
cte-112	183	12	𝑣	𝑣	X
cte-112	183	13	(	(	PUNCT
cte-112	183	14	1	1	NUM
cte-112	183	15	)	)	PUNCT
cte-112	183	16	ℎ	ℎ	NOUN
cte-112	183	17	𝑉1	𝑉1	NOUN
cte-112	183	18	+	+	CCONJ
cte-112	183	19	𝑣	𝑣	X
cte-112	183	20	(	(	PUNCT
cte-112	183	21	2	2	NUM
cte-112	183	22	)	)	PUNCT
cte-112	183	23	ℎ	ℎ	PROPN
cte-112	183	24	𝑉2	𝑉2	VERB
cte-112	183	25	+	+	CCONJ
cte-112	183	26	𝑣	𝑣	X
cte-112	183	27	(	(	PUNCT
cte-112	183	28	3	3	NUM
cte-112	183	29	)	)	PUNCT
cte-112	183	30	ℎ	ℎ	NOUN
cte-112	183	31	𝑉3	𝑉3	NOUN
cte-112	183	32	+	+	X
cte-112	183	33	𝑣	𝑣	X
cte-112	183	34	(	(	PUNCT
cte-112	183	35	4	4	NUM
cte-112	183	36	)	)	PUNCT
cte-112	183	37	ℎ	ℎ	X
cte-112	183	38	𝑉4	𝑉4	NOUN
cte-112	183	39	+	+	CCONJ
cte-112	183	40	𝑣	𝑣	X
cte-112	183	41	(	(	PUNCT
cte-112	183	42	5	5	NUM
cte-112	183	43	)	)	PUNCT
cte-112	183	44	ℎ	ℎ	NOUN
cte-112	183	45	𝑉5	𝑉5	VERB
cte-112	183	46	)	)	PUNCT
cte-112	183	47	(	(	PUNCT
cte-112	183	48	3	3	X
cte-112	183	49	)	)	PUNCT
cte-112	183	50	where	where	SCONJ
cte-112	183	51	𝑣	𝑣	X
cte-112	183	52	(	(	PUNCT
cte-112	183	53	0	0	NUM
cte-112	183	54	)	)	PUNCT
cte-112	183	55	ℎ	ℎ	NOUN
cte-112	183	56	coefficients	coefficient	NOUN
cte-112	183	57	of	of	ADP
cte-112	183	58	the	the	DET
cte-112	183	59	initial	initial	ADJ
cte-112	183	60	function	function	NOUN
cte-112	183	61	(	(	PUNCT
cte-112	183	62	𝑖	𝑖	NOUN
cte-112	183	63	=	=	NOUN
cte-112	183	64	0	0	NUM
cte-112	183	65	,	,	PUNCT
cte-112	183	66	.	.	PUNCT
cte-112	183	67	.	.	PUNCT
cte-112	184	1	.	.	PUNCT
cte-112	185	1	,	,	PUNCT
cte-112	185	2	5	5	NUM
cte-112	185	3	)	)	PUNCT
cte-112	185	4	.	.	PUNCT
cte-112	186	1	layer	layer	NOUN
cte-112	186	2	5	5	NUM
cte-112	186	3	summarizes	summarize	VERB
cte-112	186	4	the	the	DET
cte-112	186	5	contributions	contribution	NOUN
cte-112	186	6	of	of	ADP
cte-112	186	7	all	all	DET
cte-112	186	8	the	the	DET
cte-112	186	9	rules	rule	NOUN
cte-112	186	10	:	:	PUNCT
cte-112	186	11	𝑦	𝑦	NOUN
cte-112	186	12	=	=	SYM
cte-112	186	13	4∑︁	4∑︁	PROPN
cte-112	186	14	𝑖=1	𝑖=1	PUNCT
cte-112	186	15	𝑦𝑖	𝑦𝑖	PROPN
cte-112	186	16	(	(	PUNCT
cte-112	186	17	4	4	NUM
cte-112	186	18	)	)	PUNCT
cte-112	186	19	training	training	NOUN
cte-112	186	20	of	of	ADP
cte-112	186	21	the	the	DET
cte-112	186	22	anfis	anfis	ADJ
cte-112	186	23	network	network	NOUN
cte-112	186	24	was	be	AUX
cte-112	186	25	carried	carry	VERB
cte-112	186	26	out	out	ADP
cte-112	186	27	for	for	ADP
cte-112	186	28	24	24	NUM
cte-112	186	29	epochs	epoch	NOUN
cte-112	186	30	by	by	ADP
cte-112	186	31	a	a	DET
cte-112	186	32	hybrid	hybrid	ADJ
cte-112	186	33	method	method	NOUN
cte-112	186	34	.	.	PUNCT
cte-112	187	1	during	during	ADP
cte-112	187	2	training	training	NOUN
cte-112	187	3	,	,	PUNCT
cte-112	187	4	the	the	DET
cte-112	187	5	type	type	NOUN
cte-112	187	6	of	of	ADP
cte-112	187	7	membership	membership	NOUN
cte-112	187	8	functions	function	NOUN
cte-112	187	9	,	,	PUNCT
cte-112	187	10	the	the	DET
cte-112	187	11	type	type	NOUN
cte-112	187	12	of	of	ADP
cte-112	187	13	initial	initial	ADJ
cte-112	187	14	function	function	NOUN
cte-112	187	15	,	,	PUNCT
cte-112	187	16	and	and	CCONJ
cte-112	187	17	their	their	PRON
cte-112	187	18	coefficients	coefficient	NOUN
cte-112	187	19	are	be	AUX
cte-112	187	20	selected	select	VERB
cte-112	187	21	.	.	PUNCT
cte-112	188	1	as	as	ADP
cte-112	188	2	a	a	DET
cte-112	188	3	result	result	NOUN
cte-112	188	4	of	of	ADP
cte-112	188	5	training	train	VERB
cte-112	188	6	a	a	DET
cte-112	188	7	fuzzy	fuzzy	ADJ
cte-112	188	8	network	network	NOUN
cte-112	188	9	for	for	ADP
cte-112	188	10	four	four	NUM
cte-112	188	11	rules	rule	NOUN
cte-112	188	12	,	,	PUNCT
cte-112	188	13	gaussian	gaussian	ADJ
cte-112	188	14	functions	function	NOUN
cte-112	188	15	were	be	AUX
cte-112	188	16	adopted	adopt	VERB
cte-112	188	17	as	as	ADP
cte-112	188	18	membership	membership	NOUN
cte-112	188	19	functions	function	NOUN
cte-112	188	20	,	,	PUNCT
cte-112	188	21	and	and	CCONJ
cte-112	188	22	a	a	DET
cte-112	188	23	linear	linear	ADJ
cte-112	188	24	function	function	NOUN
cte-112	188	25	was	be	AUX
cte-112	188	26	adopted	adopt	VERB
cte-112	188	27	as	as	ADP
cte-112	188	28	the	the	DET
cte-112	188	29	initial	initial	ADJ
cte-112	188	30	function	function	NOUN
cte-112	188	31	.	.	PUNCT
cte-112	189	1	as	as	ADP
cte-112	189	2	a	a	DET
cte-112	189	3	result	result	NOUN
cte-112	189	4	of	of	ADP
cte-112	189	5	training	training	NOUN
cte-112	189	6	,	,	PUNCT
cte-112	189	7	membership	membership	NOUN
cte-112	189	8	functions	function	NOUN
cte-112	189	9	and	and	CCONJ
cte-112	189	10	their	their	PRON
cte-112	189	11	coefficients	coefficient	NOUN
cte-112	189	12	were	be	AUX
cte-112	189	13	also	also	ADV
cte-112	189	14	obtained	obtain	VERB
cte-112	189	15	.	.	PUNCT
cte-112	190	1	to	to	PART
cte-112	190	2	assess	assess	VERB
cte-112	190	3	each	each	PRON
cte-112	190	4	of	of	ADP
cte-112	190	5	the	the	DET
cte-112	190	6	10	10	NUM
cte-112	190	7	groups	group	NOUN
cte-112	190	8	of	of	ADP
cte-112	190	9	factors	factor	NOUN
cte-112	190	10	that	that	PRON
cte-112	190	11	affect	affect	VERB
cte-112	190	12	the	the	DET
cte-112	190	13	quality	quality	NOUN
cte-112	190	14	of	of	ADP
cte-112	190	15	the	the	DET
cte-112	190	16	curriculum	curriculum	NOUN
cte-112	190	17	and	and	CCONJ
cte-112	190	18	educational	educational	ADJ
cte-112	190	19	activities	activity	NOUN
cte-112	190	20	by	by	ADP
cte-112	190	21	the	the	DET
cte-112	190	22	evaluation	evaluation	NOUN
cte-112	190	23	criteria	criterion	NOUN
cte-112	190	24	,	,	PUNCT
cte-112	190	25	10	10	NUM
cte-112	190	26	modules	module	NOUN
cte-112	190	27	are	be	AUX
cte-112	190	28	used	use	VERB
cte-112	190	29	,	,	PUNCT
cte-112	190	30	which	which	PRON
cte-112	190	31	are	be	AUX
cte-112	190	32	implemented	implement	VERB
cte-112	190	33	using	use	VERB
cte-112	190	34	artificial	artificial	ADJ
cte-112	190	35	neural	neural	ADJ
cte-112	190	36	networks	network	NOUN
cte-112	190	37	.	.	PUNCT
cte-112	191	1	thus	thus	ADV
cte-112	191	2	,	,	PUNCT
cte-112	191	3	it	it	PRON
cte-112	191	4	is	be	AUX
cte-112	191	5	necessary	necessary	ADJ
cte-112	191	6	to	to	PART
cte-112	191	7	design	design	VERB
cte-112	191	8	neural	neural	ADJ
cte-112	191	9	networks	network	NOUN
cte-112	191	10	,	,	PUNCT
cte-112	191	11	a	a	DET
cte-112	191	12	mathematical	mathematical	ADJ
cte-112	191	13	model	model	NOUN
cte-112	191	14	of	of	ADP
cte-112	191	15	a	a	DET
cte-112	191	16	comprehensive	comprehensive	ADJ
cte-112	191	17	assessment	assessment	NOUN
cte-112	191	18	of	of	ADP
cte-112	191	19	the	the	DET
cte-112	191	20	quality	quality	NOUN
cte-112	191	21	of	of	ADP
cte-112	191	22	the	the	DET
cte-112	191	23	educational	educational	ADJ
cte-112	191	24	program	program	NOUN
cte-112	191	25	and	and	CCONJ
cte-112	191	26	educational	educational	ADJ
cte-112	191	27	activities	activity	NOUN
cte-112	191	28	based	base	VERB
cte-112	191	29	on	on	ADP
cte-112	191	30	the	the	DET
cte-112	191	31	methods	method	NOUN
cte-112	191	32	of	of	ADP
cte-112	191	33	the	the	DET
cte-112	191	34	neuro	neuro	NOUN
cte-112	191	35	-	-	PUNCT
cte-112	191	36	fuzzy	fuzzy	ADJ
cte-112	191	37	approach	approach	NOUN
cte-112	191	38	.	.	PUNCT
cte-112	192	1	for	for	ADP
cte-112	192	2	this	this	DET
cte-112	192	3	purpose	purpose	NOUN
cte-112	192	4	,	,	PUNCT
cte-112	192	5	the	the	DET
cte-112	192	6	neural	neural	ADJ
cte-112	192	7	network	network	NOUN
cte-112	192	8	toolbox	toolbox	NOUN
cte-112	192	9	was	be	AUX
cte-112	192	10	used	use	VERB
cte-112	192	11	.	.	PUNCT
cte-112	193	1	to	to	PART
cte-112	193	2	form	form	VERB
cte-112	193	3	neural	neural	ADJ
cte-112	193	4	networks	network	NOUN
cte-112	193	5	,	,	PUNCT
cte-112	193	6	it	it	PRON
cte-112	193	7	is	be	AUX
cte-112	193	8	necessary	necessary	ADJ
cte-112	193	9	to	to	PART
cte-112	193	10	determine	determine	VERB
cte-112	193	11	their	their	PRON
cte-112	193	12	topology	topology	NOUN
cte-112	193	13	,	,	PUNCT
cte-112	193	14	learning	learn	VERB
cte-112	193	15	mechanism	mechanism	NOUN
cte-112	193	16	,	,	PUNCT
cte-112	193	17	and	and	CCONJ
cte-112	193	18	testing	testing	NOUN
cte-112	193	19	procedure	procedure	NOUN
cte-112	193	20	.	.	PUNCT
cte-112	194	1	also	also	ADV
cte-112	194	2	,	,	PUNCT
cte-112	194	3	the	the	DET
cte-112	194	4	training	training	NOUN
cte-112	194	5	of	of	ADP
cte-112	194	6	an	an	DET
cte-112	194	7	artificial	artificial	ADJ
cte-112	194	8	neural	neural	ADJ
cte-112	194	9	network	network	NOUN
cte-112	194	10	requires	require	VERB
cte-112	194	11	input	input	NOUN
cte-112	194	12	data	datum	NOUN
cte-112	194	13	–	–	PUNCT
cte-112	194	14	a	a	DET
cte-112	194	15	sample	sample	NOUN
cte-112	194	16	of	of	ADP
cte-112	194	17	answers	answer	NOUN
cte-112	194	18	of	of	ADP
cte-112	194	19	students	student	NOUN
cte-112	194	20	and	and	CCONJ
cte-112	194	21	graduates	graduate	NOUN
cte-112	194	22	with	with	ADP
cte-112	194	23	reliable	reliable	ADJ
cte-112	194	24	quality	quality	NOUN
cte-112	194	25	indicators	indicator	NOUN
cte-112	194	26	,	,	PUNCT
cte-112	194	27	determined	determine	VERB
cte-112	194	28	based	base	VERB
cte-112	194	29	on	on	ADP
cte-112	194	30	these	these	DET
cte-112	194	31	criteria	criterion	NOUN
cte-112	194	32	.	.	PUNCT
cte-112	195	1	an	an	DET
cte-112	195	2	artificial	artificial	ADJ
cte-112	195	3	neural	neural	ADJ
cte-112	195	4	network	network	NOUN
cte-112	195	5	for	for	ADP
cte-112	195	6	the	the	DET
cte-112	195	7	analysis	analysis	NOUN
cte-112	195	8	of	of	ADP
cte-112	195	9	indicators	indicator	NOUN
cte-112	195	10	of	of	ADP
cte-112	195	11	the	the	DET
cte-112	195	12	quality	quality	NOUN
cte-112	195	13	of	of	ADP
cte-112	195	14	the	the	DET
cte-112	195	15	educational	educational	ADJ
cte-112	195	16	program	program	NOUN
cte-112	195	17	and	and	CCONJ
cte-112	195	18	educational	educational	ADJ
cte-112	195	19	activities	activity	NOUN
cte-112	195	20	will	will	AUX
cte-112	195	21	have	have	VERB
cte-112	195	22	the	the	DET
cte-112	195	23	number	number	NOUN
cte-112	195	24	of	of	ADP
cte-112	195	25	input	input	NOUN
cte-112	195	26	neurons	neuron	NOUN
cte-112	195	27	(	(	PUNCT
cte-112	195	28	according	accord	VERB
cte-112	195	29	to	to	ADP
cte-112	195	30	the	the	DET
cte-112	195	31	number	number	NOUN
cte-112	195	32	of	of	ADP
cte-112	195	33	indicators	indicator	NOUN
cte-112	195	34	for	for	ADP
cte-112	195	35	all	all	DET
cte-112	195	36	criteria	criterion	NOUN
cte-112	195	37	)	)	PUNCT
cte-112	195	38	54	54	NUM
cte-112	195	39	;	;	PUNCT
cte-112	195	40	output	output	NOUN
cte-112	195	41	neurons	neuron	NOUN
cte-112	195	42	–	–	PUNCT
cte-112	195	43	54	54	NUM
cte-112	195	44	.	.	PUNCT
cte-112	196	1	input	input	NOUN
cte-112	196	2	signals	signal	NOUN
cte-112	196	3	were	be	AUX
cte-112	196	4	determined	determine	VERB
cte-112	196	5	based	base	VERB
cte-112	196	6	on	on	ADP
cte-112	196	7	students	student	NOUN
cte-112	196	8	’	'	PUNCT
cte-112	196	9	assessments	assessment	NOUN
cte-112	196	10	of	of	ADP
cte-112	196	11	each	each	DET
cte-112	196	12	indicator	indicator	NOUN
cte-112	196	13	of	of	ADP
cte-112	196	14	this	this	DET
cte-112	196	15	quality	quality	NOUN
cte-112	196	16	criterion	criterion	NOUN
cte-112	196	17	,	,	PUNCT
cte-112	196	18	while	while	SCONJ
cte-112	196	19	the	the	DET
cte-112	196	20	scale	scale	NOUN
cte-112	196	21	f	f	X
cte-112	196	22	,	,	PUNCT
cte-112	196	23	e	e	PROPN
cte-112	196	24	,	,	PUNCT
cte-112	196	25	b	b	PROPN
cte-112	196	26	,	,	PUNCT
cte-112	196	27	a	a	PRON
cte-112	196	28	were	be	AUX
cte-112	196	29	translated	translate	VERB
cte-112	196	30	into	into	ADP
cte-112	196	31	numerical	numerical	PROPN
cte-112	196	32	1	1	NUM
cte-112	196	33	;	;	PUNCT
cte-112	196	34	2	2	NUM
cte-112	196	35	;	;	PUNCT
cte-112	196	36	3	3	NUM
cte-112	196	37	;	;	PUNCT
cte-112	196	38	4	4	NUM
cte-112	196	39	respectively	respectively	ADV
cte-112	196	40	.	.	PUNCT
cte-112	197	1	part	part	NOUN
cte-112	197	2	of	of	ADP
cte-112	197	3	the	the	DET
cte-112	197	4	data	datum	NOUN
cte-112	197	5	is	be	AUX
cte-112	197	6	given	give	VERB
cte-112	197	7	in	in	ADP
cte-112	197	8	table	table	NOUN
cte-112	197	9	1	1	NUM
cte-112	197	10	.	.	PUNCT
cte-112	198	1	it	it	PRON
cte-112	198	2	is	be	AUX
cte-112	198	3	important	important	ADJ
cte-112	198	4	that	that	SCONJ
cte-112	198	5	the	the	DET
cte-112	198	6	neural	neural	ADJ
cte-112	198	7	network	network	NOUN
cte-112	198	8	can	can	AUX
cte-112	198	9	predict	predict	VERB
cte-112	198	10	expert	expert	ADJ
cte-112	198	11	assessments	assessment	NOUN
cte-112	198	12	if	if	SCONJ
cte-112	198	13	student	student	NOUN
cte-112	198	14	and	and	CCONJ
cte-112	198	15	graduate	graduate	NOUN
cte-112	198	16	assessments	assessment	NOUN
cte-112	198	17	are	be	AUX
cte-112	198	18	to	to	PART
cte-112	198	19	be	be	AUX
cte-112	198	20	ranked	rank	VERB
cte-112	198	21	in	in	ADP
cte-112	198	22	ascending	ascend	VERB
cte-112	198	23	order	order	NOUN
cte-112	198	24	based	base	VERB
cte-112	198	25	on	on	ADP
cte-112	198	26	the	the	DET
cte-112	198	27	determination	determination	NOUN
cte-112	198	28	of	of	ADP
cte-112	198	29	the	the	DET
cte-112	198	30	grade	grade	NOUN
cte-112	198	31	point	point	NOUN
cte-112	198	32	average	average	ADJ
cte-112	198	33	.	.	PUNCT
cte-112	199	1	according	accord	VERB
cte-112	199	2	to	to	ADP
cte-112	199	3	the	the	DET
cte-112	199	4	hypothesis	hypothesis	NOUN
cte-112	199	5	,	,	PUNCT
cte-112	199	6	we	we	PRON
cte-112	199	7	assume	assume	VERB
cte-112	199	8	that	that	SCONJ
cte-112	199	9	students	student	NOUN
cte-112	199	10	with	with	ADP
cte-112	199	11	higher	high	ADJ
cte-112	199	12	academic	academic	ADJ
cte-112	199	13	performance	performance	NOUN
cte-112	199	14	are	be	AUX
cte-112	199	15	better	well	ADV
cte-112	199	16	acquainted	acquaint	VERB
cte-112	199	17	with	with	ADP
cte-112	199	18	the	the	DET
cte-112	199	19	goals	goal	NOUN
cte-112	199	20	,	,	PUNCT
cte-112	199	21	structure	structure	NOUN
cte-112	199	22	,	,	PUNCT
cte-112	199	23	and	and	CCONJ
cte-112	199	24	content	content	NOUN
cte-112	199	25	of	of	ADP
cte-112	199	26	the	the	DET
cte-112	199	27	educational	educational	ADJ
cte-112	199	28	program	program	NOUN
cte-112	199	29	,	,	PUNCT
cte-112	199	30	the	the	DET
cte-112	199	31	process	process	NOUN
cte-112	199	32	and	and	CCONJ
cte-112	199	33	characteristics	characteristic	NOUN
cte-112	199	34	of	of	ADP
cte-112	199	35	teaching	teaching	NOUN
cte-112	199	36	and	and	CCONJ
cte-112	199	37	learning	learn	VERB
cte-112	199	38	according	accord	VERB
cte-112	199	39	to	to	ADP
cte-112	199	40	the	the	DET
cte-112	199	41	educational	educational	ADJ
cte-112	199	42	program	program	NOUN
cte-112	199	43	,	,	PUNCT
cte-112	199	44	control	control	NOUN
cte-112	199	45	measures	measure	NOUN
cte-112	199	46	,	,	PUNCT
cte-112	199	47	assessment	assessment	NOUN
cte-112	199	48	system	system	NOUN
cte-112	199	49	,	,	PUNCT
cte-112	199	50	and	and	CCONJ
cte-112	199	51	all	all	DET
cte-112	199	52	other	other	ADJ
cte-112	199	53	aspects	aspect	NOUN
cte-112	199	54	of	of	ADP
cte-112	199	55	educational	educational	ADJ
cte-112	199	56	activities	activity	NOUN
cte-112	199	57	.	.	PUNCT
cte-112	200	1	assessments	assessment	NOUN
cte-112	200	2	of	of	ADP
cte-112	200	3	the	the	DET
cte-112	200	4	quality	quality	NOUN
cte-112	200	5	of	of	ADP
cte-112	200	6	the	the	DET
cte-112	200	7	educational	educational	ADJ
cte-112	200	8	program	program	NOUN
cte-112	200	9	and	and	CCONJ
cte-112	200	10	educational	educational	ADJ
cte-112	200	11	activities	activity	NOUN
cte-112	200	12	will	will	AUX
cte-112	200	13	be	be	AUX
cte-112	200	14	more	more	ADV
cte-112	200	15	objective	objective	ADJ
cte-112	200	16	.	.	PUNCT
cte-112	201	1	after	after	ADP
cte-112	201	2	starting	start	VERB
cte-112	201	3	the	the	DET
cte-112	201	4	matlab	matlab	PROPN
cte-112	201	5	system	system	NOUN
cte-112	201	6	,	,	PUNCT
cte-112	201	7	you	you	PRON
cte-112	201	8	need	need	VERB
cte-112	201	9	to	to	PART
cte-112	201	10	enter	enter	VERB
cte-112	201	11	the	the	DET
cte-112	201	12	tool	tool	NOUN
cte-112	201	13	command	command	NOUN
cte-112	201	14	on	on	ADP
cte-112	201	15	the	the	DET
cte-112	201	16	command	command	NOUN
cte-112	201	17	line	line	NOUN
cte-112	201	18	,	,	PUNCT
cte-112	201	19	which	which	PRON
cte-112	201	20	will	will	AUX
cte-112	201	21	open	open	VERB
cte-112	201	22	the	the	DET
cte-112	201	23	window	window	NOUN
cte-112	201	24	for	for	ADP
cte-112	201	25	entering	enter	VERB
cte-112	201	26	data	datum	NOUN
cte-112	201	27	and	and	CCONJ
cte-112	201	28	creating	create	VERB
cte-112	201	29	a	a	DET
cte-112	201	30	neural	neural	ADJ
cte-112	201	31	network	network	NOUN
cte-112	201	32	(	(	PUNCT
cte-112	201	33	neural	neural	ADJ
cte-112	201	34	162	162	NUM
cte-112	201	35	cte	cte	NOUN
cte-112	201	36	workshop	workshop	NOUN
cte-112	201	37	proceedings	proceeding	NOUN
cte-112	201	38	,	,	PUNCT
cte-112	201	39	2022	2022	NUM
cte-112	201	40	,	,	PUNCT
cte-112	201	41	vol	vol	NOUN
cte-112	201	42	.	.	NOUN
cte-112	201	43	9	9	NUM
cte-112	201	44	:	:	PUNCT
cte-112	201	45	cte-2021	cte-2021	NOUN
cte-112	201	46	,	,	PUNCT
cte-112	201	47	pp	pp	ADP
cte-112	201	48	.	.	PUNCT
cte-112	202	1	154	154	NUM
cte-112	202	2	-	-	SYM
cte-112	202	3	169	169	NUM
cte-112	202	4	table	table	NOUN
cte-112	202	5	1	1	NUM
cte-112	202	6	input	input	NOUN
cte-112	202	7	signals	signal	NOUN
cte-112	202	8	(	(	PUNCT
cte-112	202	9	t	t	NOUN
cte-112	202	10	)	)	PUNCT
cte-112	202	11	based	base	VERB
cte-112	202	12	on	on	ADP
cte-112	202	13	students	student	NOUN
cte-112	202	14	’	'	PUNCT
cte-112	202	15	assessments	assessment	NOUN
cte-112	202	16	of	of	ADP
cte-112	202	17	quality	quality	NOUN
cte-112	202	18	criteria	criterion	NOUN
cte-112	202	19	.	.	PUNCT
cte-112	203	1	indicators	indicator	NOUN
cte-112	203	2	of	of	ADP
cte-112	203	3	quality	quality	NOUN
cte-112	203	4	criteria	criterion	NOUN
cte-112	203	5	student	student	NOUN
cte-112	203	6	grades	grade	NOUN
cte-112	203	7	1	1	NUM
cte-112	203	8	2	2	NUM
cte-112	203	9	3	3	NUM
cte-112	203	10	4	4	NUM
cte-112	203	11	5	5	NUM
cte-112	203	12	6	6	NUM
cte-112	203	13	7	7	NUM
cte-112	203	14	...	...	PUNCT
cte-112	203	15	54	54	NUM
cte-112	203	16	1	1	NUM
cte-112	203	17	3	3	NUM
cte-112	203	18	4	4	NUM
cte-112	203	19	3	3	NUM
cte-112	203	20	3	3	NUM
cte-112	203	21	4	4	NUM
cte-112	203	22	3	3	NUM
cte-112	203	23	4	4	NUM
cte-112	203	24	.	.	PUNCT
cte-112	203	25	.	.	PUNCT
cte-112	204	1	.	.	PUNCT
cte-112	205	1	4	4	NUM
cte-112	205	2	2	2	NUM
cte-112	205	3	4	4	NUM
cte-112	205	4	3	3	NUM
cte-112	205	5	3	3	NUM
cte-112	205	6	3	3	NUM
cte-112	205	7	4	4	NUM
cte-112	205	8	3	3	NUM
cte-112	205	9	3	3	NUM
cte-112	205	10	.	.	PUNCT
cte-112	205	11	.	.	PUNCT
cte-112	205	12	.	.	PUNCT
cte-112	206	1	4	4	NUM
cte-112	206	2	3	3	NUM
cte-112	206	3	3	3	NUM
cte-112	206	4	3	3	NUM
cte-112	206	5	4	4	NUM
cte-112	206	6	3	3	NUM
cte-112	206	7	4	4	NUM
cte-112	206	8	4	4	NUM
cte-112	206	9	3	3	NUM
cte-112	206	10	.	.	PUNCT
cte-112	206	11	.	.	PUNCT
cte-112	206	12	.	.	PUNCT
cte-112	207	1	4	4	X
cte-112	207	2	.	.	PUNCT
cte-112	207	3	.	.	PUNCT
cte-112	207	4	.	.	PUNCT
cte-112	207	5	.	.	PUNCT
cte-112	207	6	.	.	PUNCT
cte-112	207	7	.	.	PUNCT
cte-112	207	8	.	.	PUNCT
cte-112	207	9	.	.	PUNCT
cte-112	207	10	.	.	PUNCT
cte-112	207	11	.	.	PUNCT
cte-112	207	12	.	.	PUNCT
cte-112	207	13	.	.	PUNCT
cte-112	207	14	.	.	PUNCT
cte-112	207	15	.	.	PUNCT
cte-112	207	16	.	.	PUNCT
cte-112	207	17	.	.	PUNCT
cte-112	207	18	.	.	PUNCT
cte-112	207	19	.	.	PUNCT
cte-112	207	20	.	.	PUNCT
cte-112	207	21	.	.	PUNCT
cte-112	207	22	.	.	PUNCT
cte-112	207	23	.	.	PUNCT
cte-112	207	24	.	.	PUNCT
cte-112	207	25	.	.	PUNCT
cte-112	207	26	.	.	PUNCT
cte-112	207	27	.	.	PUNCT
cte-112	207	28	.	.	PUNCT
cte-112	207	29	.	.	PUNCT
cte-112	207	30	.	.	PUNCT
cte-112	207	31	.	.	PUNCT
cte-112	208	1	54	54	NUM
cte-112	208	2	4	4	NUM
cte-112	208	3	3	3	NUM
cte-112	208	4	3	3	NUM
cte-112	208	5	3	3	NUM
cte-112	208	6	4	4	NUM
cte-112	208	7	3	3	NUM
cte-112	208	8	3	3	NUM
cte-112	208	9	.	.	PUNCT
cte-112	208	10	.	.	PUNCT
cte-112	208	11	.	.	PUNCT
cte-112	209	1	4	4	NUM
cte-112	209	2	network	network	NOUN
cte-112	209	3	/	/	SYM
cte-112	209	4	data	datum	NOUN
cte-112	209	5	manager	manager	NOUN
cte-112	209	6	)	)	PUNCT
cte-112	209	7	.	.	PUNCT
cte-112	210	1	clicking	click	VERB
cte-112	210	2	the	the	DET
cte-112	210	3	new	new	ADJ
cte-112	210	4	button	button	NOUN
cte-112	210	5	opens	open	VERB
cte-112	210	6	the	the	DET
cte-112	210	7	create	create	NOUN
cte-112	210	8	network	network	NOUN
cte-112	210	9	or	or	CCONJ
cte-112	210	10	data	datum	NOUN
cte-112	210	11	window	window	NOUN
cte-112	210	12	.	.	PUNCT
cte-112	211	1	after	after	ADP
cte-112	211	2	selecting	select	VERB
cte-112	211	3	the	the	DET
cte-112	211	4	data	datum	NOUN
cte-112	211	5	tab	tab	NOUN
cte-112	211	6	in	in	ADP
cte-112	211	7	the	the	DET
cte-112	211	8	name	name	NOUN
cte-112	211	9	field	field	NOUN
cte-112	211	10	you	you	PRON
cte-112	211	11	must	must	AUX
cte-112	211	12	enter	enter	VERB
cte-112	211	13	a	a	DET
cte-112	211	14	new	new	ADJ
cte-112	211	15	name	name	NOUN
cte-112	211	16	of	of	ADP
cte-112	211	17	the	the	DET
cte-112	211	18	input	input	NOUN
cte-112	211	19	data	datum	NOUN
cte-112	211	20	“	"	PUNCT
cte-112	211	21	p	p	NOUN
cte-112	211	22	”	"	PUNCT
cte-112	211	23	,	,	PUNCT
cte-112	211	24	and	and	CCONJ
cte-112	211	25	in	in	ADP
cte-112	211	26	the	the	DET
cte-112	211	27	value	value	NOUN
cte-112	211	28	field	field	NOUN
cte-112	211	29	the	the	DET
cte-112	211	30	values	value	NOUN
cte-112	211	31	of	of	ADP
cte-112	211	32	the	the	DET
cte-112	211	33	input	input	NOUN
cte-112	211	34	data	datum	NOUN
cte-112	211	35	,	,	PUNCT
cte-112	211	36	in	in	ADP
cte-112	211	37	which	which	PRON
cte-112	211	38	the	the	DET
cte-112	211	39	numbers	number	NOUN
cte-112	211	40	1	1	NUM
cte-112	211	41	-	-	SYM
cte-112	211	42	54	54	NUM
cte-112	211	43	are	be	AUX
cte-112	211	44	indicators	indicator	NOUN
cte-112	211	45	of	of	ADP
cte-112	211	46	quality	quality	NOUN
cte-112	211	47	criteria	criterion	NOUN
cte-112	211	48	,	,	PUNCT
cte-112	211	49	and	and	CCONJ
cte-112	211	50	55	55	NUM
cte-112	211	51	-	-	SYM
cte-112	211	52	108	108	NUM
cte-112	211	53	–	–	PUNCT
cte-112	211	54	students	student	NOUN
cte-112	211	55	’	'	PUNCT
cte-112	211	56	and	and	CCONJ
cte-112	211	57	graduates	graduate	VERB
cte-112	211	58	’	’	PART
cte-112	211	59	indicators	indicator	NOUN
cte-112	211	60	quality	quality	NOUN
cte-112	211	61	criteria	criterion	NOUN
cte-112	211	62	.	.	PUNCT
cte-112	212	1	the	the	DET
cte-112	212	2	configuration	configuration	NOUN
cte-112	212	3	of	of	ADP
cte-112	212	4	the	the	DET
cte-112	212	5	neural	neural	ADJ
cte-112	212	6	network	network	NOUN
cte-112	212	7	of	of	ADP
cte-112	212	8	direct	direct	ADJ
cte-112	212	9	propagation	propagation	NOUN
cte-112	212	10	is	be	AUX
cte-112	212	11	chosen	choose	VERB
cte-112	212	12	based	base	VERB
cte-112	212	13	on	on	ADP
cte-112	212	14	a	a	DET
cte-112	212	15	heuristic	heuristic	ADJ
cte-112	212	16	rule	rule	NOUN
cte-112	212	17	:	:	PUNCT
cte-112	212	18	the	the	DET
cte-112	212	19	number	number	NOUN
cte-112	212	20	of	of	ADP
cte-112	212	21	neurons	neuron	NOUN
cte-112	212	22	of	of	ADP
cte-112	212	23	the	the	DET
cte-112	212	24	hidden	hide	VERB
cte-112	212	25	layer	layer	NOUN
cte-112	212	26	is	be	AUX
cte-112	212	27	equal	equal	ADJ
cte-112	212	28	to	to	ADP
cte-112	212	29	half	half	NOUN
cte-112	212	30	of	of	ADP
cte-112	212	31	the	the	DET
cte-112	212	32	total	total	ADJ
cte-112	212	33	number	number	NOUN
cte-112	212	34	of	of	ADP
cte-112	212	35	input	input	NOUN
cte-112	212	36	and	and	CCONJ
cte-112	212	37	output	output	NOUN
cte-112	212	38	neurons	neuron	NOUN
cte-112	212	39	.	.	PUNCT
cte-112	213	1	the	the	DET
cte-112	213	2	artificial	artificial	ADJ
cte-112	213	3	neural	neural	ADJ
cte-112	213	4	network	network	NOUN
cte-112	213	5	for	for	ADP
cte-112	213	6	the	the	DET
cte-112	213	7	analysis	analysis	NOUN
cte-112	213	8	of	of	ADP
cte-112	213	9	quality	quality	NOUN
cte-112	213	10	indicators	indicator	NOUN
cte-112	213	11	of	of	ADP
cte-112	213	12	the	the	DET
cte-112	213	13	educational	educational	ADJ
cte-112	213	14	program	program	NOUN
cte-112	213	15	and	and	CCONJ
cte-112	213	16	educational	educational	ADJ
cte-112	213	17	activity	activity	NOUN
cte-112	213	18	will	will	AUX
cte-112	213	19	have	have	VERB
cte-112	213	20	the	the	DET
cte-112	213	21	number	number	NOUN
cte-112	213	22	of	of	ADP
cte-112	213	23	input	input	NOUN
cte-112	213	24	neurons	neuron	NOUN
cte-112	213	25	2	2	NUM
cte-112	213	26	(	(	PUNCT
cte-112	213	27	according	accord	VERB
cte-112	213	28	to	to	ADP
cte-112	213	29	the	the	DET
cte-112	213	30	dimensionality	dimensionality	NOUN
cte-112	213	31	of	of	ADP
cte-112	213	32	the	the	DET
cte-112	213	33	data	datum	NOUN
cte-112	213	34	–	–	PUNCT
cte-112	213	35	indicators	indicator	NOUN
cte-112	213	36	of	of	ADP
cte-112	213	37	quality	quality	NOUN
cte-112	213	38	criteria	criterion	NOUN
cte-112	213	39	and	and	CCONJ
cte-112	213	40	student	student	NOUN
cte-112	213	41	evaluation	evaluation	NOUN
cte-112	213	42	)	)	PUNCT
cte-112	213	43	;	;	PUNCT
cte-112	213	44	source	source	NOUN
cte-112	213	45	neurons	neuron	NOUN
cte-112	213	46	54	54	NUM
cte-112	213	47	,	,	PUNCT
cte-112	213	48	therefore	therefore	ADV
cte-112	213	49	,	,	PUNCT
cte-112	213	50	the	the	DET
cte-112	213	51	number	number	NOUN
cte-112	213	52	of	of	ADP
cte-112	213	53	hidden	hide	VERB
cte-112	213	54	neurons	neuron	NOUN
cte-112	213	55	is	be	AUX
cte-112	213	56	28	28	NUM
cte-112	213	57	(	(	PUNCT
cte-112	213	58	figure	figure	NOUN
cte-112	213	59	1	1	NUM
cte-112	213	60	)	)	PUNCT
cte-112	213	61	.	.	PUNCT
cte-112	214	1	figure	figure	VERB
cte-112	214	2	1	1	NUM
cte-112	214	3	:	:	PUNCT
cte-112	214	4	the	the	DET
cte-112	214	5	structure	structure	NOUN
cte-112	214	6	of	of	ADP
cte-112	214	7	the	the	DET
cte-112	214	8	neural	neural	ADJ
cte-112	214	9	network	network	NOUN
cte-112	214	10	.	.	PUNCT
cte-112	215	1	the	the	DET
cte-112	215	2	array	array	NOUN
cte-112	215	3	of	of	ADP
cte-112	215	4	input	input	NOUN
cte-112	215	5	data	datum	NOUN
cte-112	215	6	is	be	AUX
cte-112	215	7	a	a	DET
cte-112	215	8	matrix	matrix	NOUN
cte-112	215	9	that	that	PRON
cte-112	215	10	contains	contain	VERB
cte-112	215	11	assessments	assessment	NOUN
cte-112	215	12	of	of	ADP
cte-112	215	13	quality	quality	NOUN
cte-112	215	14	indicators	indicator	NOUN
cte-112	215	15	according	accord	VERB
cte-112	215	16	to	to	ADP
cte-112	215	17	the	the	DET
cte-112	215	18	criteria	criterion	NOUN
cte-112	215	19	for	for	ADP
cte-112	215	20	evaluating	evaluate	VERB
cte-112	215	21	the	the	DET
cte-112	215	22	curriculum	curriculum	NOUN
cte-112	215	23	and	and	CCONJ
cte-112	215	24	educational	educational	ADJ
cte-112	215	25	activities	activity	NOUN
cte-112	215	26	–	–	PUNCT
cte-112	215	27	presented	present	VERB
cte-112	215	28	by	by	ADP
cte-112	215	29	students	student	NOUN
cte-112	215	30	and	and	CCONJ
cte-112	215	31	graduates	graduate	NOUN
cte-112	215	32	.	.	PUNCT
cte-112	216	1	network	network	NOUN
cte-112	216	2	type	type	NOUN
cte-112	216	3	is	be	AUX
cte-112	216	4	feed	feed	NOUN
cte-112	216	5	-	-	PUNCT
cte-112	216	6	forward	forward	NOUN
cte-112	216	7	with	with	ADP
cte-112	216	8	back	back	ADJ
cte-112	216	9	propagation	propagation	NOUN
cte-112	216	10	.	.	PUNCT
cte-112	217	1	at	at	ADP
cte-112	217	2	the	the	DET
cte-112	217	3	next	next	ADJ
cte-112	217	4	stage	stage	NOUN
cte-112	217	5	,	,	PUNCT
cte-112	217	6	training	training	NOUN
cte-112	217	7	and	and	CCONJ
cte-112	217	8	coaching	coaching	NOUN
cte-112	217	9	of	of	ADP
cte-112	217	10	the	the	DET
cte-112	217	11	network	network	NOUN
cte-112	217	12	were	be	AUX
cte-112	217	13	carried	carry	VERB
cte-112	217	14	out	out	ADP
cte-112	217	15	.	.	PUNCT
cte-112	218	1	after	after	SCONJ
cte-112	218	2	the	the	DET
cte-112	218	3	training	training	NOUN
cte-112	218	4	ended	end	VERB
cte-112	218	5	,	,	PUNCT
cte-112	218	6	the	the	DET
cte-112	218	7	neural	neural	ADJ
cte-112	218	8	network	network	NOUN
cte-112	218	9	/	/	SYM
cte-112	218	10	data	datum	NOUN
cte-112	218	11	manager	manager	NOUN
cte-112	218	12	window	window	NOUN
cte-112	218	13	received	receive	VERB
cte-112	218	14	two	two	NUM
cte-112	218	15	types	type	NOUN
cte-112	218	16	of	of	ADP
cte-112	218	17	data	datum	NOUN
cte-112	218	18	:	:	PUNCT
cte-112	218	19	output	output	NOUN
cte-112	218	20	data	datum	NOUN
cte-112	218	21	(	(	PUNCT
cte-112	218	22	o	o	NOUN
cte-112	218	23	)	)	PUNCT
cte-112	218	24	and	and	CCONJ
cte-112	218	25	error	error	NOUN
cte-112	218	26	data	datum	NOUN
cte-112	218	27	(	(	PUNCT
cte-112	218	28	e	e	NOUN
cte-112	218	29	)	)	PUNCT
cte-112	218	30	.	.	PUNCT
cte-112	219	1	by	by	ADP
cte-112	219	2	clicking	click	VERB
cte-112	219	3	the	the	DET
cte-112	219	4	export	export	NOUN
cte-112	219	5	button	button	NOUN
cte-112	219	6	in	in	ADP
cte-112	219	7	the	the	DET
cte-112	219	8	manager	manager	NOUN
cte-112	219	9	window	window	NOUN
cte-112	219	10	and	and	CCONJ
cte-112	219	11	then	then	ADV
cte-112	219	12	clicking	click	VERB
cte-112	219	13	export	export	NOUN
cte-112	219	14	again	again	ADV
cte-112	219	15	in	in	ADP
cte-112	219	16	the	the	DET
cte-112	219	17	window	window	NOUN
cte-112	219	18	,	,	PUNCT
cte-112	219	19	you	you	PRON
cte-112	219	20	can	can	AUX
cte-112	219	21	transfer	transfer	VERB
cte-112	219	22	the	the	DET
cte-112	219	23	received	receive	VERB
cte-112	219	24	data	datum	NOUN
cte-112	219	25	to	to	ADP
cte-112	219	26	the	the	DET
cte-112	219	27	matlab	matlab	PROPN
cte-112	219	28	workspace	workspace	NOUN
cte-112	219	29	,	,	PUNCT
cte-112	219	30	where	where	SCONJ
cte-112	219	31	it	it	PRON
cte-112	219	32	will	will	AUX
cte-112	219	33	be	be	AUX
cte-112	219	34	presented	present	VERB
cte-112	219	35	in	in	ADP
cte-112	219	36	a	a	DET
cte-112	219	37	presentable	presentable	ADJ
cte-112	219	38	form	form	NOUN
cte-112	219	39	.	.	PUNCT
cte-112	220	1	you	you	PRON
cte-112	220	2	can	can	AUX
cte-112	220	3	calculate	calculate	VERB
cte-112	220	4	that	that	SCONJ
cte-112	220	5	the	the	DET
cte-112	220	6	average	average	ADJ
cte-112	220	7	network	network	NOUN
cte-112	220	8	error	error	NOUN
cte-112	220	9	is	be	AUX
cte-112	220	10	0.0321	0.0321	NUM
cte-112	220	11	,	,	PUNCT
cte-112	220	12	which	which	PRON
cte-112	220	13	indicates	indicate	VERB
cte-112	220	14	the	the	DET
cte-112	220	15	efficiency	efficiency	NOUN
cte-112	220	16	of	of	ADP
cte-112	220	17	the	the	DET
cte-112	220	18	system	system	NOUN
cte-112	220	19	.	.	PUNCT
cte-112	221	1	after	after	ADP
cte-112	221	2	learning	learn	VERB
cte-112	221	3	the	the	DET
cte-112	221	4	network	network	NOUN
cte-112	221	5	,	,	PUNCT
cte-112	221	6	you	you	PRON
cte-112	221	7	can	can	AUX
cte-112	221	8	proceed	proceed	VERB
cte-112	221	9	to	to	ADP
cte-112	221	10	data	datum	NOUN
cte-112	221	11	forecasting	forecasting	NOUN
cte-112	221	12	.	.	PUNCT
cte-112	222	1	returning	return	VERB
cte-112	222	2	to	to	ADP
cte-112	222	3	the	the	DET
cte-112	222	4	network	network	NOUN
cte-112	222	5	and	and	CCONJ
cte-112	222	6	data	datum	NOUN
cte-112	222	7	manager	manager	NOUN
cte-112	222	8	window	window	NOUN
cte-112	222	9	(	(	PUNCT
cte-112	222	10	neural	neural	ADJ
cte-112	222	11	network	network	NOUN
cte-112	222	12	/	/	SYM
cte-112	222	13	data	datum	NOUN
cte-112	222	14	manager	manager	NOUN
cte-112	222	15	)	)	PUNCT
cte-112	222	16	,	,	PUNCT
cte-112	222	17	you	you	PRON
cte-112	222	18	need	need	VERB
cte-112	222	19	to	to	PART
cte-112	222	20	create	create	VERB
cte-112	222	21	additional	additional	ADJ
cte-112	222	22	input	input	NOUN
cte-112	222	23	by	by	ADP
cte-112	222	24	clicking	click	VERB
cte-112	222	25	the	the	DET
cte-112	222	26	new	new	ADJ
cte-112	222	27	button	button	NOUN
cte-112	222	28	.	.	PUNCT
cte-112	223	1	going	go	VERB
cte-112	223	2	to	to	ADP
cte-112	223	3	the	the	DET
cte-112	223	4	data	datum	NOUN
cte-112	223	5	tab	tab	NOUN
cte-112	223	6	,	,	PUNCT
cte-112	223	7	the	the	DET
cte-112	223	8	name	name	NOUN
cte-112	223	9	of	of	ADP
cte-112	223	10	the	the	DET
cte-112	223	11	data	data	NOUN
cte-112	223	12	changes	change	NOUN
cte-112	223	13	,	,	PUNCT
cte-112	223	14	for	for	ADP
cte-112	223	15	163	163	NUM
cte-112	223	16	cte	cte	NOUN
cte-112	223	17	workshop	workshop	NOUN
cte-112	223	18	proceedings	proceeding	NOUN
cte-112	223	19	,	,	PUNCT
cte-112	223	20	2022	2022	NUM
cte-112	223	21	,	,	PUNCT
cte-112	223	22	vol	vol	NOUN
cte-112	223	23	.	.	NOUN
cte-112	224	1	9	9	NUM
cte-112	224	2	:	:	PUNCT
cte-112	224	3	cte-2021	cte-2021	NOUN
cte-112	224	4	,	,	PUNCT
cte-112	224	5	pp	pp	ADP
cte-112	224	6	.	.	PUNCT
cte-112	225	1	154	154	NUM
cte-112	225	2	-	-	SYM
cte-112	225	3	169	169	NUM
cte-112	225	4	table	table	NOUN
cte-112	225	5	2	2	NUM
cte-112	225	6	output	output	NOUN
cte-112	225	7	signals	signal	NOUN
cte-112	225	8	(	(	PUNCT
cte-112	225	9	o	o	NOUN
cte-112	225	10	)	)	PUNCT
cte-112	225	11	.	.	PUNCT
cte-112	226	1	indicators	indicator	NOUN
cte-112	226	2	of	of	ADP
cte-112	226	3	student	student	NOUN
cte-112	226	4	grades	grade	NOUN
cte-112	226	5	quality	quality	NOUN
cte-112	226	6	criteria	criterion	NOUN
cte-112	226	7	1	1	NUM
cte-112	226	8	2	2	NUM
cte-112	226	9	3	3	NUM
cte-112	226	10	4	4	NUM
cte-112	226	11	5	5	NUM
cte-112	226	12	6	6	NUM
cte-112	226	13	7	7	NUM
cte-112	226	14	...	...	PUNCT
cte-112	226	15	54	54	NUM
cte-112	226	16	1	1	NUM
cte-112	226	17	3.1985	3.1985	NUM
cte-112	226	18	3.252	3.252	NUM
cte-112	226	19	3.3058	3.3058	NUM
cte-112	226	20	3.3541	3.3541	NUM
cte-112	226	21	3.3933	3.3933	NUM
cte-112	226	22	3.4235	3.4235	NUM
cte-112	226	23	3.4475	3.4475	NUM
cte-112	226	24	.	.	PUNCT
cte-112	226	25	.	.	PUNCT
cte-112	227	1	.	.	PUNCT
cte-112	228	1	3.9704	3.9704	NUM
cte-112	228	2	2	2	NUM
cte-112	228	3	3.4521	3.4521	NUM
cte-112	228	4	3.3478	3.3478	NUM
cte-112	228	5	3.2644	3.2644	NUM
cte-112	228	6	3.2035	3.2035	NUM
cte-112	228	7	3.1633	3.1633	NUM
cte-112	228	8	3.1404	3.1404	NUM
cte-112	228	9	3.1319	3.1319	NUM
cte-112	228	10	.	.	PUNCT
cte-112	228	11	.	.	PUNCT
cte-112	228	12	.	.	PUNCT
cte-112	229	1	3.9997	3.9997	NUM
cte-112	229	2	3	3	NUM
cte-112	229	3	3.1516	3.1516	NUM
cte-112	229	4	3.1812	3.1812	NUM
cte-112	229	5	3.219	3.219	NUM
cte-112	229	6	3.2627	3.2627	NUM
cte-112	229	7	3.3062	3.3062	NUM
cte-112	229	8	3.3417	3.3417	NUM
cte-112	229	9	3.3638	3.3638	NUM
cte-112	229	10	.	.	PUNCT
cte-112	229	11	.	.	PUNCT
cte-112	229	12	.	.	PUNCT
cte-112	230	1	3.9992	3.9992	NUM
cte-112	230	2	.	.	PUNCT
cte-112	230	3	.	.	PUNCT
cte-112	230	4	.	.	PUNCT
cte-112	230	5	.	.	PUNCT
cte-112	230	6	.	.	PUNCT
cte-112	230	7	.	.	PUNCT
cte-112	230	8	.	.	PUNCT
cte-112	230	9	.	.	PUNCT
cte-112	230	10	.	.	PUNCT
cte-112	230	11	.	.	PUNCT
cte-112	230	12	.	.	PUNCT
cte-112	230	13	.	.	PUNCT
cte-112	230	14	.	.	PUNCT
cte-112	230	15	.	.	PUNCT
cte-112	230	16	.	.	PUNCT
cte-112	230	17	.	.	PUNCT
cte-112	230	18	.	.	PUNCT
cte-112	230	19	.	.	PUNCT
cte-112	230	20	.	.	PUNCT
cte-112	230	21	.	.	PUNCT
cte-112	230	22	.	.	PUNCT
cte-112	230	23	.	.	PUNCT
cte-112	230	24	.	.	PUNCT
cte-112	230	25	.	.	PUNCT
cte-112	230	26	.	.	PUNCT
cte-112	230	27	.	.	PUNCT
cte-112	230	28	.	.	PUNCT
cte-112	230	29	.	.	PUNCT
cte-112	230	30	.	.	PUNCT
cte-112	230	31	.	.	PUNCT
cte-112	231	1	54	54	NUM
cte-112	231	2	4	4	NUM
cte-112	231	3	3.4192	3.4192	NUM
cte-112	231	4	3.3522	3.3522	NUM
cte-112	231	5	3.3128	3.3128	NUM
cte-112	231	6	3.291	3.291	NUM
cte-112	231	7	3.2798	3.2798	NUM
cte-112	231	8	3.2756	3.2756	NUM
cte-112	231	9	.	.	PUNCT
cte-112	231	10	.	.	PUNCT
cte-112	231	11	.	.	PUNCT
cte-112	232	1	3.9716	3.9716	NUM
cte-112	232	2	table	table	NOUN
cte-112	232	3	3	3	NUM
cte-112	232	4	errors	error	NOUN
cte-112	232	5	(	(	PUNCT
cte-112	232	6	e	e	NOUN
cte-112	232	7	)	)	PUNCT
cte-112	232	8	.	.	PUNCT
cte-112	233	1	indicators	indicator	NOUN
cte-112	233	2	of	of	ADP
cte-112	233	3	student	student	NOUN
cte-112	233	4	grades	grade	NOUN
cte-112	233	5	quality	quality	NOUN
cte-112	233	6	criteria	criterion	NOUN
cte-112	233	7	1	1	NUM
cte-112	233	8	2	2	NUM
cte-112	233	9	3	3	NUM
cte-112	233	10	4	4	NUM
cte-112	233	11	5	5	NUM
cte-112	233	12	6	6	NUM
cte-112	233	13	7	7	NUM
cte-112	233	14	...	...	PUNCT
cte-112	233	15	54	54	NUM
cte-112	233	16	1	1	NUM
cte-112	233	17	-0.199	-0.199	NUM
cte-112	233	18	0.748	0.748	NUM
cte-112	233	19	-0.306	-0.306	CCONJ
cte-112	233	20	-0.354	-0.354	PROPN
cte-112	233	21	0.607	0.607	NUM
cte-112	233	22	-0.424	-0.424	VERB
cte-112	233	23	0.552	0.552	NUM
cte-112	233	24	.	.	PUNCT
cte-112	233	25	.	.	PUNCT
cte-112	233	26	.	.	PUNCT
cte-112	234	1	0.0000237	0.0000237	NUM
cte-112	234	2	2	2	NUM
cte-112	234	3	0.548	0.548	NUM
cte-112	234	4	-0.348	-0.348	NOUN
cte-112	234	5	-0.264	-0.264	PUNCT
cte-112	234	6	-0.203	-0.203	NUM
cte-112	234	7	0.837	0.837	NUM
cte-112	234	8	-0.140	-0.140	NOUN
cte-112	234	9	-0.132	-0.132	X
cte-112	234	10	.	.	PUNCT
cte-112	234	11	.	.	PUNCT
cte-112	234	12	.	.	PUNCT
cte-112	235	1	0.029607	0.029607	NUM
cte-112	235	2	3	3	NUM
cte-112	235	3	-0.152	-0.152	NUM
cte-112	235	4	-0.181	-0.181	NUM
cte-112	235	5	0.781	0.781	NUM
cte-112	235	6	-0.263	-0.263	VERB
cte-112	235	7	0.694	0.694	NUM
cte-112	235	8	0.658	0.658	NUM
cte-112	235	9	-0.364	-0.364	NOUN
cte-112	235	10	.	.	PUNCT
cte-112	235	11	.	.	PUNCT
cte-112	235	12	.	.	PUNCT
cte-112	236	1	0.00027	0.00027	NUM
cte-112	236	2	.	.	PUNCT
cte-112	236	3	.	.	PUNCT
cte-112	236	4	.	.	PUNCT
cte-112	236	5	.	.	PUNCT
cte-112	236	6	.	.	PUNCT
cte-112	236	7	.	.	PUNCT
cte-112	236	8	.	.	PUNCT
cte-112	236	9	.	.	PUNCT
cte-112	236	10	.	.	PUNCT
cte-112	236	11	.	.	PUNCT
cte-112	236	12	.	.	PUNCT
cte-112	236	13	.	.	PUNCT
cte-112	236	14	.	.	PUNCT
cte-112	236	15	.	.	PUNCT
cte-112	236	16	.	.	PUNCT
cte-112	236	17	.	.	PUNCT
cte-112	236	18	.	.	PUNCT
cte-112	236	19	.	.	PUNCT
cte-112	236	20	.	.	PUNCT
cte-112	236	21	.	.	PUNCT
cte-112	236	22	.	.	PUNCT
cte-112	236	23	.	.	PUNCT
cte-112	236	24	.	.	PUNCT
cte-112	236	25	.	.	PUNCT
cte-112	236	26	.	.	PUNCT
cte-112	236	27	.	.	PUNCT
cte-112	236	28	.	.	PUNCT
cte-112	236	29	.	.	PUNCT
cte-112	236	30	.	.	PUNCT
cte-112	236	31	.	.	PUNCT
cte-112	237	1	54	54	NUM
cte-112	237	2	0.58076	0.58076	NUM
cte-112	237	3	-0.3522	-0.3522	NOUN
cte-112	237	4	-0.3128	-0.3128	NOUN
cte-112	237	5	-0.2909	-0.2909	NOUN
cte-112	238	1	0.7202	0.7202	NUM
cte-112	238	2	-0.2755	-0.2755	X
cte-112	238	3	-0.2769	-0.2769	NOUN
cte-112	238	4	.	.	PUNCT
cte-112	238	5	.	.	PUNCT
cte-112	239	1	.	.	PUNCT
cte-112	240	1	0.028442	0.028442	NUM
cte-112	240	2	table	table	NOUN
cte-112	240	3	4	4	NUM
cte-112	240	4	neural	neural	ADJ
cte-112	240	5	network	network	NOUN
cte-112	240	6	forecast	forecast	NOUN
cte-112	240	7	and	and	CCONJ
cte-112	240	8	expert	expert	NOUN
cte-112	240	9	evaluation	evaluation	NOUN
cte-112	240	10	.	.	PUNCT
cte-112	241	1	indicators	indicator	NOUN
cte-112	241	2	of	of	ADP
cte-112	241	3	quality	quality	NOUN
cte-112	241	4	criteria	criterion	NOUN
cte-112	241	5	forecast	forecast	NOUN
cte-112	241	6	estimates	estimate	VERB
cte-112	241	7	1	1	NUM
cte-112	241	8	3.999977	3.999977	NUM
cte-112	241	9	4	4	NUM
cte-112	241	10	2	2	NUM
cte-112	241	11	3.974844	3.974844	NUM
cte-112	241	12	4	4	NUM
cte-112	241	13	3	3	NUM
cte-112	241	14	3.999750	3.999750	NUM
cte-112	241	15	4	4	NUM
cte-112	241	16	4	4	NUM
cte-112	241	17	3.999379	3.999379	NUM
cte-112	241	18	3	3	NUM
cte-112	241	19	5	5	NUM
cte-112	241	20	3.956661	3.956661	NUM
cte-112	241	21	4	4	NUM
cte-112	241	22	6	6	NUM
cte-112	241	23	3.991731	3.991731	NUM
cte-112	241	24	4	4	NUM
cte-112	241	25	7	7	NUM
cte-112	241	26	3.985698	3.985698	NUM
cte-112	241	27	4	4	NUM
cte-112	241	28	.	.	PUNCT
cte-112	241	29	.	.	PUNCT
cte-112	241	30	.	.	PUNCT
cte-112	241	31	.	.	PUNCT
cte-112	241	32	.	.	PUNCT
cte-112	241	33	.	.	PUNCT
cte-112	241	34	.	.	PUNCT
cte-112	241	35	.	.	PUNCT
cte-112	241	36	.	.	PUNCT
cte-112	242	1	54	54	NUM
cte-112	242	2	3.970182	3.970182	NUM
cte-112	242	3	4	4	NUM
cte-112	242	4	example	example	NOUN
cte-112	242	5	,	,	PUNCT
cte-112	242	6	to	to	ADP
cte-112	242	7	p1	p1	PROPN
cte-112	242	8	,	,	PUNCT
cte-112	242	9	and	and	CCONJ
cte-112	242	10	the	the	DET
cte-112	242	11	values	value	NOUN
cte-112	242	12	are	be	AUX
cte-112	242	13	set	set	VERB
cte-112	242	14	as	as	SCONJ
cte-112	242	15	follows	follow	VERB
cte-112	242	16	:	:	PUNCT
cte-112	242	17	values	value	NOUN
cte-112	242	18	1	1	NUM
cte-112	242	19	-	-	SYM
cte-112	242	20	54	54	NUM
cte-112	242	21	still	still	ADV
cte-112	242	22	indicate	indicate	VERB
cte-112	242	23	the	the	DET
cte-112	242	24	numbers	number	NOUN
cte-112	242	25	of	of	ADP
cte-112	242	26	indicators	indicator	NOUN
cte-112	242	27	of	of	ADP
cte-112	242	28	quality	quality	NOUN
cte-112	242	29	criteria	criterion	NOUN
cte-112	242	30	of	of	ADP
cte-112	242	31	the	the	DET
cte-112	242	32	educational	educational	ADJ
cte-112	242	33	program	program	NOUN
cte-112	242	34	and	and	CCONJ
cte-112	242	35	educational	educational	ADJ
cte-112	242	36	activities	activity	NOUN
cte-112	242	37	,	,	PUNCT
cte-112	242	38	and	and	CCONJ
cte-112	242	39	56	56	NUM
cte-112	242	40	-	-	SYM
cte-112	242	41	109	109	NUM
cte-112	242	42	evaluations	evaluation	NOUN
cte-112	242	43	of	of	ADP
cte-112	242	44	students	student	NOUN
cte-112	242	45	and	and	CCONJ
cte-112	242	46	graduates	graduate	VERB
cte-112	242	47	quality	quality	NOUN
cte-112	242	48	,	,	PUNCT
cte-112	242	49	and	and	CCONJ
cte-112	242	50	the	the	DET
cte-112	242	51	last	last	ADJ
cte-112	242	52	column	column	NOUN
cte-112	242	53	–	–	PUNCT
cte-112	242	54	the	the	DET
cte-112	242	55	projected	project	VERB
cte-112	242	56	estimates	estimate	NOUN
cte-112	242	57	of	of	ADP
cte-112	242	58	experts	expert	NOUN
cte-112	242	59	.	.	PUNCT
cte-112	243	1	comparing	compare	VERB
cte-112	243	2	the	the	DET
cte-112	243	3	data	datum	NOUN
cte-112	243	4	issued	issue	VERB
cte-112	243	5	by	by	ADP
cte-112	243	6	the	the	DET
cte-112	243	7	system	system	NOUN
cte-112	243	8	and	and	CCONJ
cte-112	243	9	the	the	DET
cte-112	243	10	real	real	ADJ
cte-112	243	11	data	datum	NOUN
cte-112	243	12	,	,	PUNCT
cte-112	243	13	we	we	PRON
cte-112	243	14	can	can	AUX
cte-112	243	15	see	see	VERB
cte-112	243	16	that	that	SCONJ
cte-112	243	17	the	the	DET
cte-112	243	18	neural	neural	ADJ
cte-112	243	19	network	network	NOUN
cte-112	243	20	does	do	AUX
cte-112	243	21	make	make	VERB
cte-112	243	22	predictions	prediction	NOUN
cte-112	243	23	that	that	PRON
cte-112	243	24	are	be	AUX
cte-112	243	25	quite	quite	ADV
cte-112	243	26	close	close	ADJ
cte-112	243	27	to	to	ADP
cte-112	243	28	reality	reality	NOUN
cte-112	243	29	.	.	PUNCT
cte-112	244	1	compared	compare	VERB
cte-112	244	2	with	with	ADP
cte-112	244	3	expert	expert	NOUN
cte-112	244	4	estimates	estimate	NOUN
cte-112	244	5	,	,	PUNCT
cte-112	244	6	the	the	DET
cte-112	244	7	average	average	ADJ
cte-112	244	8	absolute	absolute	ADJ
cte-112	244	9	error	error	NOUN
cte-112	244	10	is	be	AUX
cte-112	244	11	0.0321	0.0321	NUM
cte-112	244	12	,	,	PUNCT
cte-112	244	13	the	the	DET
cte-112	244	14	relative	relative	ADJ
cte-112	244	15	error	error	NOUN
cte-112	244	16	is	be	AUX
cte-112	244	17	7.08	7.08	NUM
cte-112	244	18	%	%	NOUN
cte-112	244	19	.	.	PUNCT
cte-112	245	1	164	164	NUM
cte-112	245	2	cte	cte	NOUN
cte-112	245	3	workshop	workshop	NOUN
cte-112	245	4	proceedings	proceeding	NOUN
cte-112	245	5	,	,	PUNCT
cte-112	245	6	2022	2022	NUM
cte-112	245	7	,	,	PUNCT
cte-112	245	8	vol	vol	NOUN
cte-112	245	9	.	.	NOUN
cte-112	245	10	9	9	NUM
cte-112	245	11	:	:	PUNCT
cte-112	245	12	cte-2021	cte-2021	NOUN
cte-112	245	13	,	,	PUNCT
cte-112	245	14	pp	pp	ADP
cte-112	245	15	.	.	PUNCT
cte-112	246	1	154	154	NUM
cte-112	246	2	-	-	SYM
cte-112	246	3	169	169	NUM
cte-112	246	4	3	3	NUM
cte-112	246	5	.	.	PUNCT
cte-112	246	6	discussion	discussion	NOUN
cte-112	246	7	the	the	DET
cte-112	246	8	study	study	NOUN
cte-112	246	9	aimed	aim	VERB
cte-112	246	10	to	to	PART
cte-112	246	11	demonstrate	demonstrate	VERB
cte-112	246	12	the	the	DET
cte-112	246	13	possibility	possibility	NOUN
cte-112	246	14	of	of	ADP
cte-112	246	15	predicting	predict	VERB
cte-112	246	16	the	the	DET
cte-112	246	17	assessment	assessment	NOUN
cte-112	246	18	of	of	ADP
cte-112	246	19	the	the	DET
cte-112	246	20	quality	quality	NOUN
cte-112	246	21	of	of	ADP
cte-112	246	22	educational	educational	ADJ
cte-112	246	23	programs	program	NOUN
cte-112	246	24	and	and	CCONJ
cte-112	246	25	educational	educational	ADJ
cte-112	246	26	activities	activity	NOUN
cte-112	246	27	can	can	AUX
cte-112	246	28	be	be	AUX
cte-112	246	29	adequately	adequately	ADV
cte-112	246	30	addressed	address	VERB
cte-112	246	31	through	through	ADP
cte-112	246	32	an	an	DET
cte-112	246	33	artificial	artificial	ADJ
cte-112	246	34	neural	neural	ADJ
cte-112	246	35	network	network	NOUN
cte-112	246	36	and	and	CCONJ
cte-112	246	37	obtain	obtain	VERB
cte-112	246	38	a	a	DET
cte-112	246	39	comprehensive	comprehensive	ADJ
cte-112	246	40	assessment	assessment	NOUN
cte-112	246	41	of	of	ADP
cte-112	246	42	the	the	DET
cte-112	246	43	quality	quality	NOUN
cte-112	246	44	of	of	ADP
cte-112	246	45	educational	educational	ADJ
cte-112	246	46	programs	program	NOUN
cte-112	246	47	and	and	CCONJ
cte-112	246	48	educational	educational	ADJ
cte-112	246	49	activities	activity	NOUN
cte-112	246	50	based	base	VERB
cte-112	246	51	on	on	ADP
cte-112	246	52	a	a	DET
cte-112	246	53	possible	possible	ADJ
cte-112	246	54	neuro	neuro	NOUN
cte-112	246	55	-	-	PUNCT
cte-112	246	56	fuzzy	fuzzy	ADJ
cte-112	246	57	approach	approach	NOUN
cte-112	246	58	.	.	PUNCT
cte-112	247	1	the	the	DET
cte-112	247	2	mathematical	mathematical	ADJ
cte-112	247	3	model	model	NOUN
cte-112	247	4	involves	involve	VERB
cte-112	247	5	the	the	DET
cte-112	247	6	use	use	NOUN
cte-112	247	7	of	of	ADP
cte-112	247	8	neural	neural	ADJ
cte-112	247	9	networks	network	NOUN
cte-112	247	10	and	and	CCONJ
cte-112	247	11	is	be	AUX
cte-112	247	12	based	base	VERB
cte-112	247	13	on	on	ADP
cte-112	247	14	the	the	DET
cte-112	247	15	technology	technology	NOUN
cte-112	247	16	of	of	ADP
cte-112	247	17	analytical	analytical	ADJ
cte-112	247	18	processing	processing	NOUN
cte-112	247	19	of	of	ADP
cte-112	247	20	statistical	statistical	ADJ
cte-112	247	21	data	datum	NOUN
cte-112	247	22	.	.	PUNCT
cte-112	248	1	standard	standard	ADJ
cte-112	248	2	methods	method	NOUN
cte-112	248	3	of	of	ADP
cte-112	248	4	mathematical	mathematical	ADJ
cte-112	248	5	statistics	statistic	NOUN
cte-112	248	6	are	be	AUX
cte-112	248	7	used	use	VERB
cte-112	248	8	to	to	PART
cte-112	248	9	analyze	analyze	VERB
cte-112	248	10	the	the	DET
cte-112	248	11	estimates	estimate	NOUN
cte-112	248	12	received	receive	VERB
cte-112	248	13	from	from	ADP
cte-112	248	14	respondents	respondent	NOUN
cte-112	248	15	.	.	PUNCT
cte-112	249	1	the	the	DET
cte-112	249	2	assumption	assumption	NOUN
cte-112	249	3	that	that	SCONJ
cte-112	249	4	based	base	VERB
cte-112	249	5	on	on	ADP
cte-112	249	6	a	a	DET
cte-112	249	7	sample	sample	NOUN
cte-112	249	8	of	of	ADP
cte-112	249	9	students	student	NOUN
cte-112	249	10	and	and	CCONJ
cte-112	249	11	graduates	graduate	NOUN
cte-112	249	12	of	of	ADP
cte-112	249	13	higher	high	ADJ
cte-112	249	14	education	education	NOUN
cte-112	249	15	the	the	DET
cte-112	249	16	quality	quality	NOUN
cte-112	249	17	of	of	ADP
cte-112	249	18	the	the	DET
cte-112	249	19	educational	educational	ADJ
cte-112	249	20	program	program	NOUN
cte-112	249	21	and	and	CCONJ
cte-112	249	22	educational	educational	ADJ
cte-112	249	23	activities	activity	NOUN
cte-112	249	24	can	can	AUX
cte-112	249	25	prepare	prepare	VERB
cte-112	249	26	a	a	DET
cte-112	249	27	sample	sample	NOUN
cte-112	249	28	for	for	ADP
cte-112	249	29	setting	set	VERB
cte-112	249	30	up	up	ADP
cte-112	249	31	and	and	CCONJ
cte-112	249	32	teaching	teach	VERB
cte-112	249	33	artificial	artificial	ADJ
cte-112	249	34	neural	neural	ADJ
cte-112	249	35	networks	network	NOUN
cte-112	249	36	is	be	AUX
cte-112	249	37	confirmed	confirm	VERB
cte-112	249	38	by	by	ADP
cte-112	249	39	ordering	order	VERB
cte-112	249	40	the	the	DET
cte-112	249	41	quality	quality	NOUN
cte-112	249	42	of	of	ADP
cte-112	249	43	the	the	DET
cte-112	249	44	curriculum	curriculum	NOUN
cte-112	249	45	of	of	ADP
cte-112	249	46	students	student	NOUN
cte-112	249	47	and	and	CCONJ
cte-112	249	48	graduates	graduate	NOUN
cte-112	249	49	.	.	PUNCT
cte-112	250	1	teaching	teach	VERB
cte-112	250	2	.	.	PUNCT
cte-112	251	1	in	in	ADP
cte-112	251	2	practice	practice	NOUN
cte-112	251	3	,	,	PUNCT
cte-112	251	4	this	this	PRON
cte-112	251	5	allows	allow	VERB
cte-112	251	6	you	you	PRON
cte-112	251	7	to	to	PART
cte-112	251	8	predict	predict	VERB
cte-112	251	9	the	the	DET
cte-112	251	10	results	result	NOUN
cte-112	251	11	and	and	CCONJ
cte-112	251	12	identify	identify	VERB
cte-112	251	13	existing	exist	VERB
cte-112	251	14	shortcomings	shortcoming	NOUN
cte-112	251	15	and	and	CCONJ
cte-112	251	16	eliminate	eliminate	VERB
cte-112	251	17	them	they	PRON
cte-112	251	18	before	before	ADP
cte-112	251	19	the	the	DET
cte-112	251	20	accreditation	accreditation	NOUN
cte-112	251	21	examination	examination	NOUN
cte-112	251	22	.	.	PUNCT
cte-112	252	1	however	however	ADV
cte-112	252	2	,	,	PUNCT
cte-112	252	3	the	the	DET
cte-112	252	4	difficulty	difficulty	NOUN
cte-112	252	5	of	of	ADP
cte-112	252	6	this	this	DET
cte-112	252	7	method	method	NOUN
cte-112	252	8	is	be	AUX
cte-112	252	9	to	to	PART
cte-112	252	10	choose	choose	VERB
cte-112	252	11	the	the	DET
cte-112	252	12	architecture	architecture	NOUN
cte-112	252	13	of	of	ADP
cte-112	252	14	the	the	DET
cte-112	252	15	neural	neural	ADJ
cte-112	252	16	network	network	NOUN
cte-112	252	17	and	and	CCONJ
cte-112	252	18	prepare	prepare	VERB
cte-112	252	19	a	a	DET
cte-112	252	20	training	training	NOUN
cte-112	252	21	sample	sample	NOUN
cte-112	252	22	to	to	PART
cte-112	252	23	configure	configure	VERB
cte-112	252	24	the	the	DET
cte-112	252	25	neural	neural	ADJ
cte-112	252	26	network	network	NOUN
cte-112	252	27	.	.	PUNCT
cte-112	253	1	in	in	ADP
cte-112	253	2	particular	particular	ADJ
cte-112	253	3	,	,	PUNCT
cte-112	253	4	in	in	ADP
cte-112	253	5	the	the	DET
cte-112	253	6	future	future	NOUN
cte-112	253	7	,	,	PUNCT
cte-112	253	8	it	it	PRON
cte-112	253	9	is	be	AUX
cte-112	253	10	planned	plan	VERB
cte-112	253	11	to	to	PART
cte-112	253	12	increase	increase	VERB
cte-112	253	13	the	the	DET
cte-112	253	14	volume	volume	NOUN
cte-112	253	15	of	of	ADP
cte-112	253	16	the	the	DET
cte-112	253	17	input	input	NOUN
cte-112	253	18	vector	vector	NOUN
cte-112	253	19	of	of	ADP
cte-112	253	20	the	the	DET
cte-112	253	21	artificial	artificial	ADJ
cte-112	253	22	neural	neural	ADJ
cte-112	253	23	network	network	NOUN
cte-112	253	24	,	,	PUNCT
cte-112	253	25	and	and	CCONJ
cte-112	253	26	the	the	DET
cte-112	253	27	form	form	NOUN
cte-112	253	28	is	be	AUX
cte-112	253	29	based	base	VERB
cte-112	253	30	on	on	ADP
cte-112	253	31	estimates	estimate	NOUN
cte-112	253	32	of	of	ADP
cte-112	253	33	teachers	teacher	NOUN
cte-112	253	34	,	,	PUNCT
cte-112	253	35	stakeholders	stakeholder	NOUN
cte-112	253	36	,	,	PUNCT
cte-112	253	37	and	and	CCONJ
cte-112	253	38	experts	expert	NOUN
cte-112	253	39	.	.	PUNCT
cte-112	254	1	4	4	X
cte-112	254	2	.	.	X
cte-112	254	3	conclusions	conclusion	NOUN
cte-112	254	4	as	as	ADP
cte-112	254	5	a	a	DET
cte-112	254	6	result	result	NOUN
cte-112	254	7	of	of	ADP
cte-112	254	8	a	a	DET
cte-112	254	9	mathematical	mathematical	ADJ
cte-112	254	10	model	model	NOUN
cte-112	254	11	of	of	ADP
cte-112	254	12	a	a	DET
cte-112	254	13	comprehensive	comprehensive	ADJ
cte-112	254	14	evaluation	evaluation	NOUN
cte-112	254	15	of	of	ADP
cte-112	254	16	the	the	DET
cte-112	254	17	quality	quality	NOUN
cte-112	254	18	of	of	ADP
cte-112	254	19	educational	educational	ADJ
cte-112	254	20	programs	program	NOUN
cte-112	254	21	and	and	CCONJ
cte-112	254	22	educational	educational	ADJ
cte-112	254	23	activities	activity	NOUN
cte-112	254	24	based	base	VERB
cte-112	254	25	on	on	ADP
cte-112	254	26	the	the	DET
cte-112	254	27	methods	method	NOUN
cte-112	254	28	of	of	ADP
cte-112	254	29	neuro	neuro	NOUN
cte-112	254	30	-	-	PUNCT
cte-112	254	31	fuzzy	fuzzy	ADJ
cte-112	254	32	approach	approach	NOUN
cte-112	254	33	,	,	PUNCT
cte-112	254	34	first	first	ADV
cte-112	254	35	managed	manage	VERB
cte-112	254	36	to	to	PART
cte-112	254	37	work	work	VERB
cte-112	254	38	out	out	ADP
cte-112	254	39	a	a	DET
cte-112	254	40	mechanism	mechanism	NOUN
cte-112	254	41	for	for	ADP
cte-112	254	42	obtaining	obtain	VERB
cte-112	254	43	a	a	DET
cte-112	254	44	quantitative	quantitative	ADJ
cte-112	254	45	evaluation	evaluation	NOUN
cte-112	254	46	of	of	ADP
cte-112	254	47	educational	educational	ADJ
cte-112	254	48	programs	program	NOUN
cte-112	254	49	and	and	CCONJ
cte-112	254	50	educational	educational	ADJ
cte-112	254	51	activities	activity	NOUN
cte-112	254	52	in	in	ADP
cte-112	254	53	this	this	DET
cte-112	254	54	program	program	NOUN
cte-112	254	55	that	that	PRON
cte-112	254	56	will	will	AUX
cte-112	254	57	allow	allow	VERB
cte-112	254	58	the	the	DET
cte-112	254	59	institution	institution	NOUN
cte-112	254	60	of	of	ADP
cte-112	254	61	higher	high	ADJ
cte-112	254	62	education	education	NOUN
cte-112	254	63	detect	detect	NOUN
cte-112	254	64	shortcomings	shortcoming	NOUN
cte-112	254	65	and	and	CCONJ
cte-112	254	66	potential	potential	ADJ
cte-112	254	67	problems	problem	NOUN
cte-112	254	68	and	and	CCONJ
cte-112	254	69	solve	solve	VERB
cte-112	254	70	them	they	PRON
cte-112	254	71	before	before	ADP
cte-112	254	72	the	the	DET
cte-112	254	73	accreditation	accreditation	NOUN
cte-112	254	74	examination	examination	NOUN
cte-112	254	75	.	.	PUNCT
cte-112	255	1	secondly	secondly	ADV
cte-112	255	2	,	,	PUNCT
cte-112	255	3	based	base	VERB
cte-112	255	4	on	on	ADP
cte-112	255	5	a	a	DET
cte-112	255	6	sample	sample	NOUN
cte-112	255	7	of	of	ADP
cte-112	255	8	students	student	NOUN
cte-112	255	9	and	and	CCONJ
cte-112	255	10	graduates	graduate	NOUN
cte-112	255	11	of	of	ADP
cte-112	255	12	higher	high	ADJ
cte-112	255	13	education	education	NOUN
cte-112	255	14	to	to	PART
cte-112	255	15	evaluate	evaluate	VERB
cte-112	255	16	the	the	DET
cte-112	255	17	quality	quality	NOUN
cte-112	255	18	of	of	ADP
cte-112	255	19	educational	educational	ADJ
cte-112	255	20	programs	program	NOUN
cte-112	255	21	and	and	CCONJ
cte-112	255	22	educational	educational	ADJ
cte-112	255	23	activities	activity	NOUN
cte-112	255	24	,	,	PUNCT
cte-112	255	25	you	you	PRON
cte-112	255	26	can	can	AUX
cte-112	255	27	prepare	prepare	VERB
cte-112	255	28	a	a	DET
cte-112	255	29	training	training	NOUN
cte-112	255	30	sample	sample	NOUN
cte-112	255	31	for	for	ADP
cte-112	255	32	setting	set	VERB
cte-112	255	33	up	up	ADP
cte-112	255	34	and	and	CCONJ
cte-112	255	35	learning	learn	VERB
cte-112	255	36	an	an	DET
cte-112	255	37	artificial	artificial	ADJ
cte-112	255	38	neural	neural	ADJ
cte-112	255	39	network	network	NOUN
cte-112	255	40	that	that	PRON
cte-112	255	41	can	can	AUX
cte-112	255	42	adequately	adequately	ADV
cte-112	255	43	perform	perform	VERB
cte-112	255	44	a	a	DET
cte-112	255	45	comprehensive	comprehensive	ADJ
cte-112	255	46	assessment	assessment	NOUN
cte-112	255	47	of	of	ADP
cte-112	255	48	educational	educational	ADJ
cte-112	255	49	programs	program	NOUN
cte-112	255	50	and	and	CCONJ
cte-112	255	51	educational	educational	ADJ
cte-112	255	52	activities	activity	NOUN
cte-112	255	53	.	.	PUNCT
cte-112	256	1	this	this	PRON
cte-112	256	2	can	can	AUX
cte-112	256	3	be	be	AUX
cte-112	256	4	done	do	VERB
cte-112	256	5	by	by	ADP
cte-112	256	6	arranging	arrange	VERB
cte-112	256	7	the	the	DET
cte-112	256	8	assessments	assessment	NOUN
cte-112	256	9	of	of	ADP
cte-112	256	10	the	the	DET
cte-112	256	11	quality	quality	NOUN
cte-112	256	12	of	of	ADP
cte-112	256	13	the	the	DET
cte-112	256	14	curriculum	curriculum	NOUN
cte-112	256	15	and	and	CCONJ
cte-112	256	16	the	the	DET
cte-112	256	17	educational	educational	ADJ
cte-112	256	18	activities	activity	NOUN
cte-112	256	19	of	of	ADP
cte-112	256	20	students	student	NOUN
cte-112	256	21	and	and	CCONJ
cte-112	256	22	graduates	graduate	NOUN
cte-112	256	23	in	in	ADP
cte-112	256	24	ascending	ascend	VERB
cte-112	256	25	order	order	NOUN
cte-112	256	26	based	base	VERB
cte-112	256	27	on	on	ADP
cte-112	256	28	the	the	DET
cte-112	256	29	determination	determination	NOUN
cte-112	256	30	of	of	ADP
cte-112	256	31	the	the	DET
cte-112	256	32	average	average	ADJ
cte-112	256	33	grade	grade	NOUN
cte-112	256	34	point	point	NOUN
cte-112	256	35	average	average	NOUN
cte-112	256	36	.	.	PUNCT
cte-112	257	1	it	it	PRON
cte-112	257	2	is	be	AUX
cte-112	257	3	emphasized	emphasize	VERB
cte-112	257	4	that	that	SCONJ
cte-112	257	5	these	these	DET
cte-112	257	6	methods	method	NOUN
cte-112	257	7	are	be	AUX
cte-112	257	8	effective	effective	ADJ
cte-112	257	9	provided	provide	VERB
cte-112	257	10	they	they	PRON
cte-112	257	11	meet	meet	VERB
cte-112	257	12	the	the	DET
cte-112	257	13	requirements	requirement	NOUN
cte-112	257	14	of	of	ADP
cte-112	257	15	a	a	DET
cte-112	257	16	student	student	NOUN
cte-112	257	17	-	-	PUNCT
cte-112	257	18	centered	center	VERB
cte-112	257	19	approach	approach	NOUN
cte-112	257	20	and	and	CCONJ
cte-112	257	21	the	the	DET
cte-112	257	22	principles	principle	NOUN
cte-112	257	23	of	of	ADP
cte-112	257	24	academic	academic	ADJ
cte-112	257	25	freedom	freedom	NOUN
cte-112	257	26	.	.	PUNCT
cte-112	258	1	based	base	VERB
cte-112	258	2	on	on	ADP
cte-112	258	3	a	a	DET
cte-112	258	4	sample	sample	NOUN
cte-112	258	5	of	of	ADP
cte-112	258	6	students	student	NOUN
cte-112	258	7	and	and	CCONJ
cte-112	258	8	graduates	graduate	NOUN
cte-112	258	9	of	of	ADP
cte-112	258	10	higher	high	ADJ
cte-112	258	11	education	education	NOUN
cte-112	258	12	,	,	PUNCT
cte-112	258	13	the	the	DET
cte-112	258	14	quality	quality	NOUN
cte-112	258	15	of	of	ADP
cte-112	258	16	the	the	DET
cte-112	258	17	educational	educational	ADJ
cte-112	258	18	program	program	NOUN
cte-112	258	19	and	and	CCONJ
cte-112	258	20	educational	educational	ADJ
cte-112	258	21	activities	activity	NOUN
cte-112	258	22	was	be	AUX
cte-112	258	23	prepared	prepare	VERB
cte-112	258	24	to	to	PART
cte-112	258	25	prepare	prepare	VERB
cte-112	258	26	a	a	DET
cte-112	258	27	training	training	NOUN
cte-112	258	28	sample	sample	NOUN
cte-112	258	29	for	for	ADP
cte-112	258	30	setting	set	VERB
cte-112	258	31	up	up	ADP
cte-112	258	32	and	and	CCONJ
cte-112	258	33	teaching	teach	VERB
cte-112	258	34	artificial	artificial	ADJ
cte-112	258	35	neural	neural	ADJ
cte-112	258	36	network	network	NOUN
cte-112	258	37	,	,	PUNCT
cte-112	258	38	which	which	PRON
cte-112	258	39	was	be	AUX
cte-112	258	40	able	able	ADJ
cte-112	258	41	to	to	PART
cte-112	258	42	adequately	adequately	ADV
cte-112	258	43	perform	perform	VERB
cte-112	258	44	a	a	DET
cte-112	258	45	comprehensive	comprehensive	ADJ
cte-112	258	46	assessment	assessment	NOUN
cte-112	258	47	of	of	ADP
cte-112	258	48	the	the	DET
cte-112	258	49	quality	quality	NOUN
cte-112	258	50	of	of	ADP
cte-112	258	51	educational	educational	ADJ
cte-112	258	52	programs	program	NOUN
cte-112	258	53	and	and	CCONJ
cte-112	258	54	educational	educational	ADJ
cte-112	258	55	activities	activity	NOUN
cte-112	258	56	.	.	PUNCT
cte-112	259	1	a	a	DET
cte-112	259	2	comparison	comparison	NOUN
cte-112	259	3	of	of	ADP
cte-112	259	4	the	the	DET
cte-112	259	5	results	result	NOUN
cte-112	259	6	of	of	ADP
cte-112	259	7	the	the	DET
cte-112	259	8	operation	operation	NOUN
cte-112	259	9	of	of	ADP
cte-112	259	10	an	an	DET
cte-112	259	11	artificial	artificial	ADJ
cte-112	259	12	neural	neural	ADJ
cte-112	259	13	network	network	NOUN
cte-112	259	14	of	of	ADP
cte-112	259	15	direct	direct	ADJ
cte-112	259	16	propagation	propagation	NOUN
cte-112	259	17	with	with	ADP
cte-112	259	18	one	one	NUM
cte-112	259	19	output	output	NOUN
cte-112	259	20	and	and	CCONJ
cte-112	259	21	several	several	ADJ
cte-112	259	22	inputs	input	NOUN
cte-112	259	23	with	with	ADP
cte-112	259	24	real	real	ADJ
cte-112	259	25	data	datum	NOUN
cte-112	259	26	shows	show	VERB
cte-112	259	27	that	that	SCONJ
cte-112	259	28	the	the	DET
cte-112	259	29	neural	neural	ADJ
cte-112	259	30	network	network	NOUN
cte-112	259	31	does	do	AUX
cte-112	259	32	make	make	VERB
cte-112	259	33	predictions	prediction	NOUN
cte-112	259	34	close	close	ADJ
cte-112	259	35	to	to	ADP
cte-112	259	36	reality	reality	NOUN
cte-112	259	37	.	.	PUNCT
cte-112	260	1	compared	compare	VERB
cte-112	260	2	with	with	ADP
cte-112	260	3	expert	expert	NOUN
cte-112	260	4	estimates	estimate	NOUN
cte-112	260	5	,	,	PUNCT
cte-112	260	6	the	the	DET
cte-112	260	7	average	average	ADJ
cte-112	260	8	absolute	absolute	ADJ
cte-112	260	9	error	error	NOUN
cte-112	260	10	was	be	AUX
cte-112	260	11	0.0321	0.0321	NUM
cte-112	260	12	;	;	PUNCT
cte-112	260	13	the	the	DET
cte-112	260	14	relative	relative	ADJ
cte-112	260	15	error	error	NOUN
cte-112	260	16	was	be	AUX
cte-112	260	17	7.08	7.08	NUM
cte-112	260	18	%	%	NOUN
cte-112	260	19	.	.	PUNCT
cte-112	261	1	the	the	DET
cte-112	261	2	results	result	NOUN
cte-112	261	3	of	of	ADP
cte-112	261	4	the	the	DET
cte-112	261	5	study	study	NOUN
cte-112	261	6	can	can	AUX
cte-112	261	7	be	be	AUX
cte-112	261	8	used	use	VERB
cte-112	261	9	in	in	ADP
cte-112	261	10	the	the	DET
cte-112	261	11	practice	practice	NOUN
cte-112	261	12	of	of	ADP
cte-112	261	13	higher	high	ADJ
cte-112	261	14	education	education	NOUN
cte-112	261	15	institutions	institution	NOUN
cte-112	261	16	to	to	PART
cte-112	261	17	predict	predict	VERB
cte-112	261	18	165	165	NUM
cte-112	261	19	cte	cte	NOUN
cte-112	261	20	workshop	workshop	NOUN
cte-112	261	21	proceedings	proceeding	NOUN
cte-112	261	22	,	,	PUNCT
cte-112	261	23	2022	2022	NUM
cte-112	261	24	,	,	PUNCT
cte-112	261	25	vol	vol	NOUN
cte-112	261	26	.	.	NOUN
cte-112	262	1	9	9	NUM
cte-112	262	2	:	:	PUNCT
cte-112	262	3	cte-2021	cte-2021	NOUN
cte-112	262	4	,	,	PUNCT
cte-112	262	5	pp	pp	ADP
cte-112	262	6	.	.	PUNCT
cte-112	263	1	154	154	NUM
cte-112	263	2	-	-	SYM
cte-112	263	3	169	169	NUM
cte-112	263	4	the	the	DET
cte-112	263	5	results	result	NOUN
cte-112	263	6	and	and	CCONJ
cte-112	263	7	identify	identify	VERB
cte-112	263	8	existing	exist	VERB
cte-112	263	9	shortcomings	shortcoming	NOUN
cte-112	263	10	and	and	CCONJ
cte-112	263	11	eliminate	eliminate	VERB
cte-112	263	12	them	they	PRON
cte-112	263	13	before	before	ADP
cte-112	263	14	the	the	DET
cte-112	263	15	accreditation	accreditation	NOUN
cte-112	263	16	examination	examination	NOUN
cte-112	263	17	.	.	PUNCT
cte-112	264	1	we	we	PRON
cte-112	264	2	see	see	VERB
cte-112	264	3	prospects	prospect	NOUN
cte-112	264	4	for	for	ADP
cte-112	264	5	further	further	ADJ
cte-112	264	6	research	research	NOUN
cte-112	264	7	in	in	ADP
cte-112	264	8	the	the	DET
cte-112	264	9	application	application	NOUN
cte-112	264	10	of	of	ADP
cte-112	264	11	software	software	NOUN
cte-112	264	12	products	product	NOUN
cte-112	264	13	based	base	VERB
cte-112	264	14	on	on	ADP
cte-112	264	15	the	the	DET
cte-112	264	16	theory	theory	NOUN
cte-112	264	17	of	of	ADP
cte-112	264	18	neural	neural	ADJ
cte-112	264	19	networks	network	NOUN
cte-112	264	20	to	to	PART
cte-112	264	21	automate	automate	VERB
cte-112	264	22	the	the	DET
cte-112	264	23	processes	process	NOUN
cte-112	264	24	of	of	ADP
cte-112	264	25	the	the	DET
cte-112	264	26	organization	organization	NOUN
cte-112	264	27	,	,	PUNCT
cte-112	264	28	control	control	NOUN
cte-112	264	29	,	,	PUNCT
cte-112	264	30	and	and	CCONJ
cte-112	264	31	analysis	analysis	NOUN
cte-112	264	32	of	of	ADP
cte-112	264	33	the	the	DET
cte-112	264	34	educational	educational	ADJ
cte-112	264	35	process	process	NOUN
cte-112	264	36	;	;	PUNCT
cte-112	264	37	introduction	introduction	NOUN
cte-112	264	38	of	of	ADP
cte-112	264	39	neural	neural	ADJ
cte-112	264	40	network	network	NOUN
cte-112	264	41	software	software	NOUN
cte-112	264	42	for	for	ADP
cte-112	264	43	direct	direct	ADJ
cte-112	264	44	training	training	NOUN
cte-112	264	45	of	of	ADP
cte-112	264	46	students	student	NOUN
cte-112	264	47	in	in	ADP
cte-112	264	48	certain	certain	ADJ
cte-112	264	49	disciplines	discipline	NOUN
cte-112	264	50	.	.	PUNCT
cte-112	265	1	references	reference	NOUN
cte-112	265	2	[	[	X
cte-112	265	3	1	1	NUM
cte-112	265	4	]	]	PUNCT
cte-112	265	5	arsad	arsad	NOUN
cte-112	265	6	,	,	PUNCT
cte-112	265	7	p.m.	p.m.	NOUN
cte-112	265	8	,	,	PUNCT
cte-112	265	9	buniyamin	buniyamin	NOUN
cte-112	265	10	,	,	PUNCT
cte-112	265	11	n.	n.	PROPN
cte-112	265	12	and	and	CCONJ
cte-112	265	13	manan	manan	PROPN
cte-112	265	14	,	,	PUNCT
cte-112	265	15	j.l.a	j.l.a	ADJ
cte-112	265	16	.	.	PROPN
cte-112	265	17	,	,	PUNCT
cte-112	265	18	2013	2013	NUM
cte-112	265	19	.	.	PUNCT
cte-112	266	1	a	a	DET
cte-112	266	2	neural	neural	ADJ
cte-112	266	3	network	network	NOUN
cte-112	266	4	students	student	NOUN
cte-112	266	5	’	’	PART
cte-112	266	6	performance	performance	NOUN
cte-112	266	7	prediction	prediction	NOUN
cte-112	266	8	model	model	NOUN
cte-112	266	9	(	(	PUNCT
cte-112	266	10	nnsppm	nnsppm	PROPN
cte-112	266	11	)	)	PUNCT
cte-112	266	12	.	.	PUNCT
cte-112	267	1	2013	2013	NUM
cte-112	267	2	ieee	ieee	PROPN
cte-112	267	3	international	international	ADJ
cte-112	267	4	conference	conference	NOUN
cte-112	267	5	on	on	ADP
cte-112	267	6	smart	smart	ADJ
cte-112	267	7	instrumentation	instrumentation	NOUN
cte-112	267	8	,	,	PUNCT
cte-112	267	9	measurement	measurement	NOUN
cte-112	267	10	and	and	CCONJ
cte-112	267	11	applications	application	NOUN
cte-112	267	12	(	(	PUNCT
cte-112	267	13	icsima	icsima	NOUN
cte-112	267	14	)	)	PUNCT
cte-112	267	15	.	.	PUNCT
cte-112	268	1	pp.1–5	pp.1–5	PROPN
cte-112	268	2	.	.	PUNCT
cte-112	269	1	available	available	ADJ
cte-112	269	2	from	from	ADP
cte-112	269	3	:	:	PUNCT
cte-112	269	4	https	https	NOUN
cte-112	269	5	:	:	PUNCT
cte-112	269	6	//doi.org/10.1109	//doi.org/10.1109	X
cte-112	269	7	/	/	SYM
cte-112	269	8	icsima.2013.6717966	icsima.2013.6717966	NOUN
cte-112	269	9	.	.	PUNCT
cte-112	270	1	[	[	X
cte-112	270	2	2	2	NUM
cte-112	270	3	]	]	X
cte-112	270	4	belyux	belyux	NOUN
cte-112	270	5	,	,	PUNCT
cte-112	270	6	k.v	k.v	PROPN
cte-112	270	7	.	.	PROPN
cte-112	270	8	and	and	CCONJ
cte-112	270	9	sitkar	sitkar	PROPN
cte-112	270	10	,	,	PUNCT
cte-112	270	11	t.v	t.v	PROPN
cte-112	270	12	.	.	PROPN
cte-112	270	13	,	,	PUNCT
cte-112	270	14	2020	2020	NUM
cte-112	270	15	.	.	PUNCT
cte-112	271	1	vykorystannya	vykorystannya	PROPN
cte-112	271	2	glybynnyx	glybynnyx	PROPN
cte-112	271	3	nejronnyh	nejronnyh	VERB
cte-112	271	4	merezh	merezh	ADJ
cte-112	271	5	v	v	ADP
cte-112	271	6	naukovyh	naukovyh	ADJ
cte-112	271	7	doslidzhennyah	doslidzhennyah	NOUN
cte-112	271	8	ta	ta	X
cte-112	272	1	osviti	osviti	VERB
cte-112	273	1	[	[	X
cte-112	273	2	the	the	DET
cte-112	273	3	use	use	NOUN
cte-112	273	4	of	of	ADP
cte-112	273	5	deep	deep	ADJ
cte-112	273	6	neural	neural	ADJ
cte-112	273	7	networks	network	NOUN
cte-112	273	8	in	in	ADP
cte-112	273	9	research	research	NOUN
cte-112	273	10	and	and	CCONJ
cte-112	273	11	education	education	NOUN
cte-112	273	12	]	]	PUNCT
cte-112	273	13	.	.	PUNCT
cte-112	274	1	shlyax	shlyax	PROPN
cte-112	274	2	u	u	PROPN
cte-112	274	3	nauku	nauku	PROPN
cte-112	274	4	:	:	PUNCT
cte-112	274	5	pershi	pershi	PROPN
cte-112	274	6	kroky	kroky	PROPN
cte-112	274	7	.	.	PUNCT
cte-112	275	1	pp.379–384	pp.379–384	PROPN
cte-112	275	2	.	.	PROPN
cte-112	276	1	available	available	ADJ
cte-112	276	2	from	from	ADP
cte-112	276	3	:	:	PUNCT
cte-112	276	4	http://dspace.tnpu	http://dspace.tnpu	PROPN
cte-112	276	5	.	.	PUNCT
cte-112	277	1	edu.ua/jspui/bitstream/123456789/16319/1/conf_shlax_nayky.pdf#page=110	edu.ua/jspui/bitstream/123456789/16319/1/conf_shlax_nayky.pdf#page=110	PROPN
cte-112	277	2	.	.	PUNCT
cte-112	278	1	[	[	X
cte-112	278	2	3	3	NUM
cte-112	278	3	]	]	X
cte-112	278	4	black	black	ADJ
cte-112	278	5	,	,	PUNCT
cte-112	278	6	s.e	s.e	PROPN
cte-112	278	7	.	.	PROPN
cte-112	278	8	,	,	PUNCT
cte-112	278	9	lincove	lincove	NOUN
cte-112	278	10	,	,	PUNCT
cte-112	278	11	j.	j.	PROPN
cte-112	278	12	,	,	PUNCT
cte-112	278	13	cullinane	cullinane	PROPN
cte-112	278	14	,	,	PUNCT
cte-112	278	15	j.	j.	PROPN
cte-112	278	16	and	and	CCONJ
cte-112	278	17	veron	veron	PROPN
cte-112	278	18	,	,	PUNCT
cte-112	278	19	r.	r.	PROPN
cte-112	278	20	,	,	PUNCT
cte-112	278	21	2015	2015	NUM
cte-112	278	22	.	.	PUNCT
cte-112	279	1	can	can	AUX
cte-112	279	2	you	you	PRON
cte-112	279	3	leave	leave	VERB
cte-112	279	4	high	high	ADJ
cte-112	279	5	school	school	NOUN
cte-112	279	6	behind	behind	ADV
cte-112	279	7	?	?	PUNCT
cte-112	280	1	economics	economic	NOUN
cte-112	280	2	of	of	ADP
cte-112	280	3	education	education	PROPN
cte-112	280	4	review	review	NOUN
cte-112	280	5	,	,	PUNCT
cte-112	280	6	46	46	NUM
cte-112	280	7	,	,	PUNCT
cte-112	280	8	pp.52–63	pp.52–63	NOUN
cte-112	280	9	.	.	PUNCT
cte-112	280	10	available	available	ADJ
cte-112	280	11	from	from	ADP
cte-112	280	12	:	:	PUNCT
cte-112	280	13	https://doi.org/10.1016/j	https://doi.org/10.1016/j	NOUN
cte-112	280	14	.	.	PUNCT
cte-112	281	1	econedurev.2015.02.003	econedurev.2015.02.003	ADJ
cte-112	281	2	.	.	PUNCT
cte-112	282	1	[	[	X
cte-112	282	2	4	4	NUM
cte-112	282	3	]	]	X
cte-112	282	4	bukreyev	bukreyev	NOUN
cte-112	282	5	,	,	PUNCT
cte-112	282	6	d.o	d.o	PROPN
cte-112	282	7	.	.	PROPN
cte-112	282	8	and	and	CCONJ
cte-112	282	9	serdyuk	serdyuk	VERB
cte-112	282	10	,	,	PUNCT
cte-112	282	11	i.m	i.m	PROPN
cte-112	282	12	.	.	PROPN
cte-112	282	13	,	,	PUNCT
cte-112	282	14	2019	2019	NUM
cte-112	282	15	.	.	PUNCT
cte-112	282	16	metod	metod	PROPN
cte-112	282	17	vykorystannya	vykorystannya	PROPN
cte-112	282	18	nejronnoyi	nejronnoyi	PROPN
cte-112	282	19	merezhi	merezhi	PROPN
cte-112	282	20	dlya	dlya	PROPN
cte-112	282	21	prognozuvannya	prognozuvannya	PROPN
cte-112	282	22	efektyvnosti	efektyvnosti	NOUN
cte-112	282	23	roboty	roboty	ADV
cte-112	282	24	studentiv	studentiv	NOUN
cte-112	283	1	[	[	X
cte-112	283	2	a	a	DET
cte-112	283	3	method	method	NOUN
cte-112	283	4	for	for	ADP
cte-112	283	5	using	use	VERB
cte-112	283	6	a	a	DET
cte-112	283	7	neural	neural	ADJ
cte-112	283	8	network	network	NOUN
cte-112	283	9	to	to	PART
cte-112	283	10	predict	predict	VERB
cte-112	283	11	student	student	NOUN
cte-112	283	12	performance	performance	NOUN
cte-112	283	13	]	]	PUNCT
cte-112	283	14	.	.	PUNCT
cte-112	284	1	informacijni	informacijni	NOUN
cte-112	284	2	texnologiyi	texnologiyi	PROPN
cte-112	284	3	v	v	ADP
cte-112	284	4	osviti	osviti	NOUN
cte-112	284	5	ta	ta	AUX
cte-112	284	6	nauci	nauci	ADJ
cte-112	284	7	.	.	PUNCT
cte-112	285	1	vol	vol	NOUN
cte-112	285	2	.	.	PROPN
cte-112	286	1	11	11	NUM
cte-112	286	2	,	,	PUNCT
cte-112	286	3	pp.61–64	pp.61–64	NOUN
cte-112	286	4	.	.	PUNCT
cte-112	287	1	available	available	ADJ
cte-112	287	2	from	from	ADP
cte-112	287	3	:	:	PUNCT
cte-112	287	4	http://eprints.mdpu.org.ua/id/eprint/8136/.	http://eprints.mdpu.org.ua/id/eprint/8136/.	PROPN
cte-112	287	5	[	[	X
cte-112	287	6	5	5	NUM
cte-112	287	7	]	]	SYM
cte-112	287	8	cader	cader	NOUN
cte-112	287	9	,	,	PUNCT
cte-112	287	10	a.	a.	NOUN
cte-112	287	11	,	,	PUNCT
cte-112	287	12	2020	2020	NUM
cte-112	287	13	.	.	PUNCT
cte-112	288	1	the	the	DET
cte-112	288	2	potential	potential	NOUN
cte-112	288	3	for	for	ADP
cte-112	288	4	the	the	DET
cte-112	288	5	use	use	NOUN
cte-112	288	6	of	of	ADP
cte-112	288	7	deep	deep	ADJ
cte-112	288	8	neural	neural	ADJ
cte-112	288	9	networks	network	NOUN
cte-112	288	10	in	in	ADP
cte-112	288	11	e	e	NOUN
cte-112	288	12	-	-	ADJ
cte-112	288	13	learning	learn	VERB
cte-112	288	14	student	student	NOUN
cte-112	288	15	evaluation	evaluation	NOUN
cte-112	288	16	with	with	ADP
cte-112	288	17	new	new	ADJ
cte-112	288	18	data	datum	NOUN
cte-112	288	19	augmentation	augmentation	NOUN
cte-112	288	20	method	method	NOUN
cte-112	288	21	.	.	PUNCT
cte-112	289	1	in	in	ADP
cte-112	289	2	:	:	PUNCT
cte-112	289	3	i.i	i.i	PROPN
cte-112	289	4	.	.	PROPN
cte-112	289	5	bittencourt	bittencourt	PROPN
cte-112	289	6	,	,	PUNCT
cte-112	289	7	m.	m.	NOUN
cte-112	289	8	cukurova	cukurova	PROPN
cte-112	289	9	,	,	PUNCT
cte-112	289	10	k.	k.	PROPN
cte-112	289	11	muldner	muldner	PROPN
cte-112	289	12	,	,	PUNCT
cte-112	289	13	r.	r.	PROPN
cte-112	289	14	luckin	luckin	PROPN
cte-112	289	15	and	and	CCONJ
cte-112	289	16	e.	e.	PROPN
cte-112	289	17	millán	millán	PROPN
cte-112	289	18	,	,	PUNCT
cte-112	289	19	eds	ed	NOUN
cte-112	289	20	.	.	PUNCT
cte-112	289	21	artificial	artificial	ADJ
cte-112	289	22	intelligence	intelligence	NOUN
cte-112	289	23	in	in	ADP
cte-112	289	24	education	education	NOUN
cte-112	289	25	.	.	PUNCT
cte-112	290	1	cham	cham	PROPN
cte-112	290	2	:	:	PUNCT
cte-112	290	3	springer	springer	NOUN
cte-112	290	4	international	international	ADJ
cte-112	290	5	publishing	publishing	NOUN
cte-112	290	6	,	,	PUNCT
cte-112	290	7	pp.37–42	pp.37–42	ADJ
cte-112	290	8	.	.	PUNCT
cte-112	291	1	available	available	ADJ
cte-112	291	2	from	from	ADP
cte-112	291	3	:	:	PUNCT
cte-112	291	4	https://doi.org/10.1007/978-3-030-52240-7_7	https://doi.org/10.1007/978-3-030-52240-7_7	NOUN
cte-112	291	5	.	.	PUNCT
cte-112	292	1	[	[	X
cte-112	292	2	6	6	NUM
cte-112	292	3	]	]	X
cte-112	292	4	chaban	chaban	ADJ
cte-112	292	5	,	,	PUNCT
cte-112	292	6	h.	h.	PROPN
cte-112	292	7	and	and	CCONJ
cte-112	292	8	kukhtiak	kukhtiak	PROPN
cte-112	292	9	,	,	PUNCT
cte-112	292	10	o.	o.	PROPN
cte-112	292	11	,	,	PUNCT
cte-112	292	12	2020	2020	NUM
cte-112	292	13	.	.	PUNCT
cte-112	293	1	zastosuvannya	zastosuvannya	PROPN
cte-112	293	2	aparata	aparata	PROPN
cte-112	293	3	teoriyi	teoriyi	PROPN
cte-112	293	4	shtuchnyx	shtuchnyx	PROPN
cte-112	293	5	nejronnyx	nejronnyx	PROPN
cte-112	293	6	merezh	merezh	PROPN
cte-112	293	7	u	u	PROPN
cte-112	293	8	zadachax	zadachax	PROPN
cte-112	293	9	prykladnoyi	prykladnoyi	PROPN
cte-112	293	10	pedagogiky	pedagogiky	PROPN
cte-112	293	11	zakladiv	zakladiv	PROPN
cte-112	293	12	vyshhoyi	vyshhoyi	PROPN
cte-112	293	13	osvity	osvity	NOUN
cte-112	294	1	[	[	X
cte-112	294	2	application	application	NOUN
cte-112	294	3	of	of	ADP
cte-112	294	4	the	the	DET
cte-112	294	5	artificial	artificial	ADJ
cte-112	294	6	neural	neural	ADJ
cte-112	294	7	networks	network	NOUN
cte-112	294	8	theory	theory	NOUN
cte-112	294	9	in	in	ADP
cte-112	294	10	problems	problem	NOUN
cte-112	294	11	of	of	ADP
cte-112	294	12	applied	applied	ADJ
cte-112	294	13	pedagogy	pedagogy	NOUN
cte-112	294	14	of	of	ADP
cte-112	294	15	higher	high	ADJ
cte-112	294	16	education	education	NOUN
cte-112	294	17	institutions	institution	NOUN
cte-112	294	18	]	]	PUNCT
cte-112	294	19	.	.	PUNCT
cte-112	295	1	ukrainian	ukrainian	ADJ
cte-112	295	2	educational	educational	ADJ
cte-112	295	3	journal	journal	NOUN
cte-112	295	4	,	,	PUNCT
cte-112	295	5	1	1	NUM
cte-112	295	6	,	,	PUNCT
cte-112	295	7	pp.51–56	pp.51–56	NOUN
cte-112	295	8	.	.	PUNCT
cte-112	296	1	available	available	ADJ
cte-112	296	2	from	from	ADP
cte-112	296	3	:	:	PUNCT
cte-112	296	4	https://doi.org/	https://doi.org/	NOUN
cte-112	296	5	10.32405/2411	10.32405/2411	NUM
cte-112	296	6	-	-	PUNCT
cte-112	296	7	1317	1317	NUM
cte-112	296	8	-	-	PUNCT
cte-112	296	9	2020	2020	NUM
cte-112	296	10	-	-	PUNCT
cte-112	296	11	1	1	NUM
cte-112	296	12	-	-	NUM
cte-112	296	13	51	51	NUM
cte-112	296	14	-	-	SYM
cte-112	296	15	56	56	NUM
cte-112	296	16	.	.	PUNCT
cte-112	297	1	[	[	X
cte-112	297	2	7	7	NUM
cte-112	297	3	]	]	X
cte-112	297	4	cherniak	cherniak	ADJ
cte-112	297	5	,	,	PUNCT
cte-112	297	6	o.	o.	PROPN
cte-112	297	7	,	,	PUNCT
cte-112	297	8	sorocolat	sorocolat	PROPN
cte-112	297	9	,	,	PUNCT
cte-112	297	10	n.	n.	NOUN
cte-112	297	11	and	and	CCONJ
cte-112	297	12	kanytska	kanytska	PROPN
cte-112	297	13	,	,	PUNCT
cte-112	297	14	i.	i.	NOUN
cte-112	297	15	,	,	PUNCT
cte-112	297	16	2020	2020	NUM
cte-112	297	17	.	.	PUNCT
cte-112	298	1	graph	graph	VERB
cte-112	298	2	analytical	analytical	ADJ
cte-112	298	3	method	method	NOUN
cte-112	298	4	for	for	ADP
cte-112	298	5	determining	determine	VERB
cte-112	298	6	the	the	DET
cte-112	298	7	complex	complex	ADJ
cte-112	298	8	quality	quality	NOUN
cte-112	298	9	indicator	indicator	NOUN
cte-112	298	10	of	of	ADP
cte-112	298	11	qualimetry	qualimetry	NOUN
cte-112	298	12	objects	object	NOUN
cte-112	298	13	.	.	PUNCT
cte-112	299	1	innovative	innovative	ADJ
cte-112	299	2	technologies	technology	NOUN
cte-112	299	3	and	and	CCONJ
cte-112	299	4	scientific	scientific	ADJ
cte-112	299	5	solutions	solution	NOUN
cte-112	299	6	for	for	ADP
cte-112	299	7	industries	industry	NOUN
cte-112	299	8	,	,	PUNCT
cte-112	299	9	4(14	4(14	NUM
cte-112	299	10	)	)	PUNCT
cte-112	299	11	,	,	PUNCT
cte-112	299	12	pp.169–175	pp.169–175	PROPN
cte-112	299	13	.	.	PUNCT
cte-112	299	14	available	available	ADJ
cte-112	299	15	from	from	ADP
cte-112	299	16	:	:	PUNCT
cte-112	299	17	https://doi.org/10.30837/itssi	https://doi.org/10.30837/itssi	NOUN
cte-112	299	18	.	.	PUNCT
cte-112	300	1	2020.14.169	2020.14.169	NUM
cte-112	300	2	.	.	PUNCT
cte-112	301	1	[	[	X
cte-112	301	2	8	8	NUM
cte-112	301	3	]	]	X
cte-112	301	4	chervak	chervak	ADJ
cte-112	301	5	,	,	PUNCT
cte-112	301	6	o.y	o.y	PROPN
cte-112	301	7	.	.	PROPN
cte-112	301	8	,	,	PUNCT
cte-112	301	9	2010	2010	NUM
cte-112	301	10	.	.	PUNCT
cte-112	302	1	teoriya	teoriya	PROPN
cte-112	302	2	optymalnogo	optymalnogo	PROPN
cte-112	302	3	vyboru	vyboru	NOUN
cte-112	302	4	.	.	PUNCT
cte-112	303	1	pidkryteriyi	pidkryteriyi	PROPN
cte-112	303	2	paretivskoyi	paretivskoyi	PROPN
cte-112	303	3	zgortky	zgortky	PROPN
cte-112	303	4	kryteriyiv	kryteriyiv	PROPN
cte-112	304	1	[	[	X
cte-112	304	2	the	the	DET
cte-112	304	3	theory	theory	NOUN
cte-112	304	4	of	of	ADP
cte-112	304	5	optimal	optimal	ADJ
cte-112	304	6	choice	choice	NOUN
cte-112	304	7	.	.	PUNCT
cte-112	305	1	sub	sub	NOUN
cte-112	305	2	-	-	NOUN
cte-112	305	3	criteria	criterion	NOUN
cte-112	305	4	for	for	ADP
cte-112	305	5	convolution	convolution	NOUN
cte-112	305	6	of	of	ADP
cte-112	305	7	pareto	pareto	ADJ
cte-112	305	8	criteria	criterion	NOUN
cte-112	305	9	]	]	PUNCT
cte-112	305	10	.	.	PUNCT
cte-112	306	1	naukovyj	naukovyj	NOUN
cte-112	306	2	visnyk	visnyk	PROPN
cte-112	306	3	uzhgorodskogo	uzhgorodskogo	PROPN
cte-112	306	4	universytetu	universytetu	PROPN
cte-112	306	5	,	,	PUNCT
cte-112	306	6	30	30	NUM
cte-112	306	7	,	,	PUNCT
cte-112	306	8	pp.28–30	pp.28–30	NOUN
cte-112	306	9	.	.	PUNCT
cte-112	307	1	available	available	ADJ
cte-112	307	2	from	from	ADP
cte-112	307	3	:	:	PUNCT
cte-112	307	4	https://dspace	https://dspace	PROPN
cte-112	307	5	.	.	PUNCT
cte-112	307	6	uzhnu.edu.ua/jspui/handle/lib/7372	uzhnu.edu.ua/jspui/handle/lib/7372	PROPN
cte-112	307	7	.	.	PUNCT
cte-112	308	1	[	[	X
cte-112	308	2	9	9	NUM
cte-112	308	3	]	]	X
cte-112	308	4	do	do	AUX
cte-112	308	5	,	,	PUNCT
cte-112	308	6	q.h	q.h	PROPN
cte-112	308	7	.	.	PROPN
cte-112	308	8	and	and	CCONJ
cte-112	308	9	chen	chen	PROPN
cte-112	308	10	,	,	PUNCT
cte-112	308	11	j.f	j.f	PROPN
cte-112	308	12	.	.	PROPN
cte-112	308	13	,	,	PUNCT
cte-112	308	14	2013	2013	NUM
cte-112	308	15	.	.	PUNCT
cte-112	309	1	a	a	DET
cte-112	309	2	neuro	neuro	NOUN
cte-112	309	3	-	-	PUNCT
cte-112	309	4	fuzzy	fuzzy	ADJ
cte-112	309	5	approach	approach	NOUN
cte-112	309	6	in	in	ADP
cte-112	309	7	the	the	DET
cte-112	309	8	classification	classification	NOUN
cte-112	309	9	of	of	ADP
cte-112	309	10	students	student	NOUN
cte-112	309	11	’	'	PUNCT
cte-112	309	12	aca166	aca166	PROPN
cte-112	309	13	https://doi.org/10.1109/icsima.2013.6717966	https://doi.org/10.1109/icsima.2013.6717966	PROPN
cte-112	309	14	https://doi.org/10.1109/icsima.2013.6717966	https://doi.org/10.1109/icsima.2013.6717966	PROPN
cte-112	309	15	http://dspace.tnpu.edu.ua/jspui/bitstream/123456789/16319/1/conf_shlax_nayky.pdf#page=110	http://dspace.tnpu.edu.ua/jspui/bitstream/123456789/16319/1/conf_shlax_nayky.pdf#page=110	NUM
cte-112	309	16	http://dspace.tnpu.edu.ua/jspui/bitstream/123456789/16319/1/conf_shlax_nayky.pdf#page=110	http://dspace.tnpu.edu.ua/jspui/bitstream/123456789/16319/1/conf_shlax_nayky.pdf#page=110	PROPN
cte-112	309	17	https://doi.org/10.1016/j.econedurev.2015.02.003	https://doi.org/10.1016/j.econedurev.2015.02.003	ADJ
cte-112	309	18	https://doi.org/10.1016/j.econedurev.2015.02.003	https://doi.org/10.1016/j.econedurev.2015.02.003	ADJ
cte-112	309	19	http://eprints.mdpu.org.ua/id/eprint/8136/	http://eprints.mdpu.org.ua/id/eprint/8136/	NOUN
cte-112	309	20	https://doi.org/10.1007/978-3-030-52240-7_7	https://doi.org/10.1007/978-3-030-52240-7_7	NOUN
cte-112	309	21	https://doi.org/10.32405/2411-1317-2020-1-51-56	https://doi.org/10.32405/2411-1317-2020-1-51-56	NOUN
cte-112	309	22	https://doi.org/10.32405/2411-1317-2020-1-51-56	https://doi.org/10.32405/2411-1317-2020-1-51-56	PROPN
cte-112	309	23	https://doi.org/10.30837/itssi.2020.14.169	https://doi.org/10.30837/itssi.2020.14.169	PROPN
cte-112	309	24	https://doi.org/10.30837/itssi.2020.14.169	https://doi.org/10.30837/itssi.2020.14.169	PROPN
cte-112	309	25	https://dspace.uzhnu.edu.ua/jspui/handle/lib/7372	https://dspace.uzhnu.edu.ua/jspui/handle/lib/7372	PROPN
cte-112	309	26	https://dspace.uzhnu.edu.ua/jspui/handle/lib/7372	https://dspace.uzhnu.edu.ua/jspui/handle/lib/7372	PROPN
cte-112	309	27	cte	cte	NOUN
cte-112	309	28	workshop	workshop	NOUN
cte-112	309	29	proceedings	proceeding	NOUN
cte-112	309	30	,	,	PUNCT
cte-112	309	31	2022	2022	NUM
cte-112	309	32	,	,	PUNCT
cte-112	309	33	vol	vol	NOUN
cte-112	309	34	.	.	NOUN
cte-112	309	35	9	9	NUM
cte-112	309	36	:	:	PUNCT
cte-112	309	37	cte-2021	cte-2021	NOUN
cte-112	309	38	,	,	PUNCT
cte-112	309	39	pp	pp	ADP
cte-112	309	40	.	.	PUNCT
cte-112	310	1	154	154	NUM
cte-112	310	2	-	-	SYM
cte-112	310	3	169	169	NUM
cte-112	310	4	demic	demic	ADJ
cte-112	310	5	performance	performance	NOUN
cte-112	310	6	.	.	PUNCT
cte-112	311	1	computational	computational	ADJ
cte-112	311	2	intelligence	intelligence	NOUN
cte-112	311	3	and	and	CCONJ
cte-112	311	4	neuroscience	neuroscience	NOUN
cte-112	311	5	,	,	PUNCT
cte-112	311	6	2013	2013	NUM
cte-112	311	7	,	,	PUNCT
cte-112	311	8	p.179097	p.179097	INTJ
cte-112	311	9	.	.	PUNCT
cte-112	312	1	available	available	ADJ
cte-112	312	2	from	from	ADP
cte-112	312	3	:	:	PUNCT
cte-112	312	4	https://doi.org/10.1155/2013/179097	https://doi.org/10.1155/2013/179097	ADJ
cte-112	312	5	.	.	PUNCT
cte-112	313	1	[	[	X
cte-112	313	2	10	10	NUM
cte-112	313	3	]	]	X
cte-112	313	4	fazlollahtabar	fazlollahtabar	PROPN
cte-112	313	5	,	,	PUNCT
cte-112	313	6	h.	h.	PROPN
cte-112	313	7	and	and	CCONJ
cte-112	313	8	mahdavi	mahdavi	PROPN
cte-112	313	9	,	,	PUNCT
cte-112	313	10	i.	i.	NOUN
cte-112	313	11	,	,	PUNCT
cte-112	313	12	2009	2009	NUM
cte-112	313	13	.	.	PUNCT
cte-112	314	1	user	user	NOUN
cte-112	314	2	/	/	SYM
cte-112	314	3	tutor	tutor	NOUN
cte-112	314	4	optimal	optimal	ADJ
cte-112	314	5	learning	learning	NOUN
cte-112	314	6	path	path	NOUN
cte-112	314	7	in	in	ADP
cte-112	314	8	e	e	NOUN
cte-112	314	9	-	-	VERB
cte-112	314	10	learning	learning	ADJ
cte-112	314	11	using	use	VERB
cte-112	314	12	comprehensive	comprehensive	ADJ
cte-112	314	13	neuro	neuro	NOUN
cte-112	314	14	-	-	PUNCT
cte-112	314	15	fuzzy	fuzzy	ADJ
cte-112	314	16	approach	approach	NOUN
cte-112	314	17	.	.	PUNCT
cte-112	315	1	educational	educational	ADJ
cte-112	315	2	research	research	PROPN
cte-112	315	3	review	review	PROPN
cte-112	315	4	,	,	PUNCT
cte-112	315	5	4(2	4(2	NUM
cte-112	315	6	)	)	PUNCT
cte-112	315	7	,	,	PUNCT
cte-112	315	8	pp.142–155	pp.142–155	PROPN
cte-112	315	9	.	.	PROPN
cte-112	315	10	available	available	ADJ
cte-112	315	11	from	from	ADP
cte-112	315	12	:	:	PUNCT
cte-112	315	13	https://doi.org/10.1016/j.edurev.2009.02.001	https://doi.org/10.1016/j.edurev.2009.02.001	NOUN
cte-112	315	14	.	.	PUNCT
cte-112	316	1	[	[	X
cte-112	316	2	11	11	NUM
cte-112	316	3	]	]	X
cte-112	316	4	goodfellow	goodfellow	PROPN
cte-112	316	5	,	,	PUNCT
cte-112	316	6	i.	i.	PROPN
cte-112	316	7	,	,	PUNCT
cte-112	316	8	bengio	bengio	PROPN
cte-112	316	9	,	,	PUNCT
cte-112	316	10	y.	y.	PROPN
cte-112	316	11	and	and	CCONJ
cte-112	316	12	courville	courville	PROPN
cte-112	316	13	,	,	PUNCT
cte-112	316	14	a.	a.	NOUN
cte-112	316	15	,	,	PUNCT
cte-112	316	16	2016	2016	NUM
cte-112	316	17	.	.	PUNCT
cte-112	317	1	deep	deep	ADJ
cte-112	317	2	learning	learning	NOUN
cte-112	317	3	,	,	PUNCT
cte-112	317	4	adaptive	adaptive	ADJ
cte-112	317	5	computation	computation	NOUN
cte-112	317	6	and	and	CCONJ
cte-112	317	7	machine	machine	NOUN
cte-112	317	8	learning	learning	NOUN
cte-112	317	9	series	series	PROPN
cte-112	317	10	.	.	PUNCT
cte-112	318	1	mit	mit	PROPN
cte-112	318	2	press	press	PROPN
cte-112	318	3	.	.	PUNCT
cte-112	319	1	available	available	ADJ
cte-112	319	2	from	from	ADP
cte-112	319	3	:	:	PUNCT
cte-112	319	4	http://www.deeplearningbook.org	http://www.deeplearningbook.org	X
cte-112	319	5	.	.	PUNCT
cte-112	320	1	[	[	X
cte-112	320	2	12	12	NUM
cte-112	320	3	]	]	PUNCT
cte-112	320	4	grycyuk	grycyuk	NOUN
cte-112	320	5	,	,	PUNCT
cte-112	320	6	y.i	y.i	PROPN
cte-112	320	7	.	.	PROPN
cte-112	320	8	and	and	CCONJ
cte-112	320	9	grycyuk	grycyuk	NOUN
cte-112	320	10	,	,	PUNCT
cte-112	320	11	m.y	m.y	PROPN
cte-112	320	12	.	.	PROPN
cte-112	320	13	,	,	PUNCT
cte-112	320	14	2014	2014	NUM
cte-112	320	15	.	.	PUNCT
cte-112	321	1	osoblyvosti	osoblyvosti	PROPN
cte-112	321	2	multyplikatyvnogo	multyplikatyvnogo	VERB
cte-112	321	3	zgortannya	zgortannya	PROPN
cte-112	321	4	chastkovyh	chastkovyh	PROPN
cte-112	321	5	kryteriyiv	kryteriyiv	PROPN
cte-112	321	6	v	v	PROPN
cte-112	321	7	uzagalnenyj	uzagalnenyj	NOUN
cte-112	321	8	pokaznyk	pokaznyk	ADV
cte-112	322	1	[	[	PUNCT
cte-112	322	2	features	feature	NOUN
cte-112	322	3	of	of	ADP
cte-112	322	4	multiplicative	multiplicative	ADJ
cte-112	322	5	folding	folding	NOUN
cte-112	322	6	of	of	ADP
cte-112	322	7	partial	partial	ADJ
cte-112	322	8	criteria	criterion	NOUN
cte-112	322	9	into	into	ADP
cte-112	322	10	the	the	DET
cte-112	322	11	generalized	generalized	ADJ
cte-112	322	12	indicator	indicator	NOUN
cte-112	322	13	]	]	X
cte-112	322	14	.	.	PUNCT
cte-112	323	1	naukovyj	naukovyj	VERB
cte-112	323	2	visnyk	visnyk	ADP
cte-112	323	3	nltu	nltu	VERB
cte-112	323	4	ukrayiny	ukrayiny	PROPN
cte-112	323	5	,	,	PUNCT
cte-112	323	6	24(11	24(11	NUM
cte-112	323	7	)	)	PUNCT
cte-112	323	8	,	,	PUNCT
cte-112	323	9	pp.341–352	pp.341–352	PROPN
cte-112	323	10	.	.	PROPN
cte-112	323	11	available	available	ADJ
cte-112	323	12	from	from	ADP
cte-112	323	13	:	:	PUNCT
cte-112	323	14	https://cyberleninka.ru/article/n/	https://cyberleninka.ru/article/n/	PROPN
cte-112	323	15	osoblivosti	osoblivosti	PROPN
cte-112	323	16	-	-	PUNCT
cte-112	323	17	multiplikativnogo	multiplikativnogo	PROPN
cte-112	323	18	-	-	PUNCT
cte-112	323	19	zgortannya	zgortannya	NOUN
cte-112	323	20	-	-	PUNCT
cte-112	323	21	chastkovih	chastkovih	NOUN
cte-112	323	22	-	-	PUNCT
cte-112	323	23	kriteriyiv	kriteriyiv	VERB
cte-112	323	24	-	-	PUNCT
cte-112	323	25	v	v	NOUN
cte-112	323	26	-	-	PUNCT
cte-112	323	27	uzagalneniy	uzagalneniy	NOUN
cte-112	323	28	-	-	PUNCT
cte-112	323	29	pokaznik	pokaznik	NOUN
cte-112	323	30	.	.	PUNCT
cte-112	324	1	[	[	X
cte-112	324	2	13	13	NUM
cte-112	324	3	]	]	PUNCT
cte-112	324	4	hammerness	hammerness	NOUN
cte-112	324	5	,	,	PUNCT
cte-112	324	6	k.	k.	PROPN
cte-112	324	7	and	and	CCONJ
cte-112	324	8	klette	klette	PROPN
cte-112	324	9	,	,	PUNCT
cte-112	324	10	k.	k.	PROPN
cte-112	324	11	,	,	PUNCT
cte-112	324	12	2015	2015	NUM
cte-112	324	13	.	.	PUNCT
cte-112	325	1	indicators	indicator	NOUN
cte-112	325	2	of	of	ADP
cte-112	325	3	quality	quality	NOUN
cte-112	325	4	in	in	ADP
cte-112	325	5	teacher	teacher	NOUN
cte-112	325	6	education	education	NOUN
cte-112	325	7	:	:	PUNCT
cte-112	325	8	looking	look	VERB
cte-112	325	9	at	at	ADP
cte-112	325	10	features	feature	NOUN
cte-112	325	11	of	of	ADP
cte-112	325	12	teacher	teacher	NOUN
cte-112	325	13	education	education	NOUN
cte-112	325	14	from	from	ADP
cte-112	325	15	an	an	DET
cte-112	325	16	international	international	ADJ
cte-112	325	17	perspective	perspective	NOUN
cte-112	325	18	.	.	PUNCT
cte-112	326	1	promoting	promote	VERB
cte-112	326	2	and	and	CCONJ
cte-112	326	3	sustaining	sustain	VERB
cte-112	326	4	a	a	DET
cte-112	326	5	quality	quality	NOUN
cte-112	326	6	teacher	teacher	NOUN
cte-112	326	7	workforce	workforce	NOUN
cte-112	326	8	.	.	PUNCT
cte-112	327	1	emerald	emerald	PROPN
cte-112	327	2	group	group	PROPN
cte-112	327	3	publishing	publishing	PROPN
cte-112	327	4	limited	limit	VERB
cte-112	327	5	,	,	PUNCT
cte-112	327	6	international	international	ADJ
cte-112	327	7	perspectives	perspective	NOUN
cte-112	327	8	on	on	ADP
cte-112	327	9	education	education	NOUN
cte-112	327	10	and	and	CCONJ
cte-112	327	11	society	society	NOUN
cte-112	327	12	,	,	PUNCT
cte-112	327	13	vol	vol	NOUN
cte-112	327	14	.	.	PROPN
cte-112	328	1	27	27	NUM
cte-112	328	2	,	,	PUNCT
cte-112	328	3	pp.239–277	pp.239–277	NOUN
cte-112	328	4	.	.	PUNCT
cte-112	329	1	available	available	ADJ
cte-112	329	2	from	from	ADP
cte-112	329	3	:	:	PUNCT
cte-112	329	4	https://doi.org/10.1108/	https://doi.org/10.1108/	PROPN
cte-112	329	5	s1479	s1479	PROPN
cte-112	329	6	-	-	PUNCT
cte-112	329	7	367920140000027013	367920140000027013	NUM
cte-112	329	8	.	.	PUNCT
cte-112	330	1	[	[	X
cte-112	330	2	14	14	NUM
cte-112	330	3	]	]	X
cte-112	330	4	horal	horal	PROPN
cte-112	330	5	,	,	PUNCT
cte-112	330	6	l.	l.	PROPN
cte-112	330	7	,	,	PUNCT
cte-112	330	8	khvostina	khvostina	PROPN
cte-112	330	9	,	,	PUNCT
cte-112	330	10	i.	i.	PROPN
cte-112	330	11	,	,	PUNCT
cte-112	330	12	reznik	reznik	X
cte-112	330	13	,	,	PUNCT
cte-112	330	14	n.	n.	NOUN
cte-112	330	15	,	,	PUNCT
cte-112	330	16	shiyko	shiyko	ADJ
cte-112	330	17	,	,	PUNCT
cte-112	330	18	v.	v.	ADV
cte-112	330	19	,	,	PUNCT
cte-112	330	20	yashcheritsyna	yashcheritsyna	PROPN
cte-112	330	21	,	,	PUNCT
cte-112	330	22	n.	n.	NOUN
cte-112	330	23	,	,	PUNCT
cte-112	330	24	korol	korol	PROPN
cte-112	330	25	,	,	PUNCT
cte-112	330	26	s.	s.	PROPN
cte-112	330	27	and	and	CCONJ
cte-112	330	28	zaselskiy	zaselskiy	PROPN
cte-112	330	29	,	,	PUNCT
cte-112	330	30	v.	v.	ADV
cte-112	330	31	,	,	PUNCT
cte-112	330	32	2020	2020	NUM
cte-112	330	33	.	.	PUNCT
cte-112	331	1	predicting	predict	VERB
cte-112	331	2	the	the	DET
cte-112	331	3	economic	economic	ADJ
cte-112	331	4	efficiency	efficiency	NOUN
cte-112	331	5	of	of	ADP
cte-112	331	6	the	the	DET
cte-112	331	7	business	business	NOUN
cte-112	331	8	model	model	NOUN
cte-112	331	9	of	of	ADP
cte-112	331	10	an	an	DET
cte-112	331	11	industrial	industrial	ADJ
cte-112	331	12	enterprise	enterprise	NOUN
cte-112	331	13	using	use	VERB
cte-112	331	14	machine	machine	NOUN
cte-112	331	15	learning	learning	NOUN
cte-112	331	16	methods	method	NOUN
cte-112	331	17	.	.	PUNCT
cte-112	332	1	ceur	ceur	PROPN
cte-112	332	2	workshop	workshop	NOUN
cte-112	332	3	proceedings	proceeding	NOUN
cte-112	332	4	,	,	PUNCT
cte-112	332	5	2713	2713	NUM
cte-112	332	6	,	,	PUNCT
cte-112	332	7	pp.334–351	pp.334–351	NOUN
cte-112	332	8	.	.	PUNCT
cte-112	333	1	[	[	X
cte-112	333	2	15	15	NUM
cte-112	333	3	]	]	X
cte-112	333	4	isac	isac	PROPN
cte-112	333	5	,	,	PUNCT
cte-112	333	6	c.	c.	PROPN
cte-112	333	7	,	,	PUNCT
cte-112	333	8	nita	nita	PROPN
cte-112	333	9	,	,	PUNCT
cte-112	333	10	d.	d.	PROPN
cte-112	333	11	and	and	CCONJ
cte-112	333	12	dura	dura	PROPN
cte-112	333	13	,	,	PUNCT
cte-112	333	14	c.	c.	PROPN
cte-112	333	15	,	,	PUNCT
cte-112	333	16	2010	2010	NUM
cte-112	333	17	.	.	PUNCT
cte-112	334	1	optimizing	optimize	VERB
cte-112	334	2	franchising	franchising	NOUN
cte-112	334	3	investment	investment	NOUN
cte-112	334	4	decision	decision	NOUN
cte-112	334	5	using	use	VERB
cte-112	334	6	electre	electre	NOUN
cte-112	334	7	and	and	CCONJ
cte-112	334	8	rompedet	rompedet	NOUN
cte-112	334	9	methods	method	NOUN
cte-112	334	10	.	.	PUNCT
cte-112	335	1	the	the	DET
cte-112	335	2	iup	iup	PROPN
cte-112	335	3	journal	journal	PROPN
cte-112	335	4	of	of	ADP
cte-112	335	5	managerial	managerial	ADJ
cte-112	335	6	economics	economic	NOUN
cte-112	335	7	,	,	PUNCT
cte-112	335	8	8(1/2	8(1/2	NUM
cte-112	335	9	)	)	PUNCT
cte-112	335	10	,	,	PUNCT
cte-112	335	11	pp.7–32	pp.7–32	NUM
cte-112	335	12	.	.	PUNCT
cte-112	336	1	[	[	X
cte-112	336	2	16	16	NUM
cte-112	336	3	]	]	X
cte-112	336	4	kardan	kardan	PROPN
cte-112	336	5	,	,	PUNCT
cte-112	336	6	a.a	a.a	PROPN
cte-112	336	7	.	.	PROPN
cte-112	336	8	,	,	PUNCT
cte-112	336	9	sadeghi	sadeghi	PROPN
cte-112	336	10	,	,	PUNCT
cte-112	336	11	h.	h.	PROPN
cte-112	336	12	,	,	PUNCT
cte-112	336	13	ghidary	ghidary	PROPN
cte-112	336	14	,	,	PUNCT
cte-112	336	15	s.s	s.s	PROPN
cte-112	336	16	.	.	PROPN
cte-112	336	17	and	and	CCONJ
cte-112	336	18	sani	sani	PROPN
cte-112	336	19	,	,	PUNCT
cte-112	336	20	m.r.f	m.r.f	NOUN
cte-112	336	21	.	.	PROPN
cte-112	336	22	,	,	PUNCT
cte-112	336	23	2013	2013	NUM
cte-112	336	24	.	.	PUNCT
cte-112	337	1	prediction	prediction	NOUN
cte-112	337	2	of	of	ADP
cte-112	337	3	student	student	NOUN
cte-112	337	4	course	course	NOUN
cte-112	337	5	selection	selection	NOUN
cte-112	337	6	in	in	ADP
cte-112	337	7	online	online	ADJ
cte-112	337	8	higher	high	ADJ
cte-112	337	9	education	education	NOUN
cte-112	337	10	institutes	institute	NOUN
cte-112	337	11	using	use	VERB
cte-112	337	12	neural	neural	ADJ
cte-112	337	13	network	network	NOUN
cte-112	337	14	.	.	PUNCT
cte-112	338	1	computers	computer	NOUN
cte-112	338	2	&	&	CCONJ
cte-112	338	3	education	education	PROPN
cte-112	338	4	,	,	PUNCT
cte-112	338	5	65	65	NUM
cte-112	338	6	,	,	PUNCT
cte-112	338	7	pp.1–11	pp.1–11	X
cte-112	338	8	.	.	PUNCT
cte-112	338	9	available	available	ADJ
cte-112	338	10	from	from	ADP
cte-112	338	11	:	:	PUNCT
cte-112	338	12	https://doi.org/10.1016/j.compedu.2013.01.015	https://doi.org/10.1016/j.compedu.2013.01.015	NOUN
cte-112	338	13	.	.	PUNCT
cte-112	339	1	[	[	X
cte-112	339	2	17	17	NUM
cte-112	339	3	]	]	X
cte-112	339	4	kirichek	kirichek	PROPN
cte-112	339	5	,	,	PUNCT
cte-112	339	6	g.	g.	PROPN
cte-112	339	7	,	,	PUNCT
cte-112	339	8	harkusha	harkusha	PROPN
cte-112	339	9	,	,	PUNCT
cte-112	339	10	v.	v.	ADV
cte-112	339	11	,	,	PUNCT
cte-112	339	12	timenko	timenko	NOUN
cte-112	339	13	,	,	PUNCT
cte-112	339	14	a.	a.	NOUN
cte-112	339	15	and	and	CCONJ
cte-112	339	16	kulykovska	kulykovska	PROPN
cte-112	339	17	,	,	PUNCT
cte-112	339	18	n.	n.	NOUN
cte-112	339	19	,	,	PUNCT
cte-112	339	20	2019	2019	NUM
cte-112	339	21	.	.	PUNCT
cte-112	340	1	system	system	NOUN
cte-112	340	2	for	for	ADP
cte-112	340	3	detecting	detect	VERB
cte-112	340	4	network	network	NOUN
cte-112	340	5	anomalies	anomaly	NOUN
cte-112	340	6	using	use	VERB
cte-112	340	7	a	a	DET
cte-112	340	8	hybrid	hybrid	NOUN
cte-112	340	9	of	of	ADP
cte-112	340	10	an	an	DET
cte-112	340	11	uncontrolled	uncontrolled	ADJ
cte-112	340	12	and	and	CCONJ
cte-112	340	13	controlled	control	VERB
cte-112	340	14	neural	neural	ADJ
cte-112	340	15	network	network	NOUN
cte-112	340	16	.	.	PUNCT
cte-112	341	1	ceur	ceur	PROPN
cte-112	341	2	workshop	workshop	NOUN
cte-112	341	3	proceedings	proceeding	NOUN
cte-112	341	4	,	,	PUNCT
cte-112	341	5	2546	2546	NUM
cte-112	341	6	,	,	PUNCT
cte-112	341	7	pp.138–148	pp.138–148	NOUN
cte-112	341	8	.	.	PUNCT
cte-112	342	1	[	[	X
cte-112	342	2	18	18	NUM
cte-112	342	3	]	]	X
cte-112	342	4	kondruk	kondruk	NOUN
cte-112	342	5	,	,	PUNCT
cte-112	342	6	n.e	n.e	PROPN
cte-112	342	7	.	.	PROPN
cte-112	342	8	and	and	CCONJ
cte-112	342	9	malyar	malyar	PROPN
cte-112	342	10	,	,	PUNCT
cte-112	342	11	m.m	m.m	PROPN
cte-112	342	12	.	.	PROPN
cte-112	342	13	,	,	PUNCT
cte-112	342	14	2019	2019	NUM
cte-112	342	15	.	.	PUNCT
cte-112	343	1	bagatokryterialna	bagatokryterialna	PROPN
cte-112	343	2	optymizaciya	optymizaciya	PROPN
cte-112	343	3	linijnyh	linijnyh	PROPN
cte-112	343	4	system	system	NOUN
cte-112	343	5	[	[	X
cte-112	343	6	multicriteria	multicriteria	X
cte-112	343	7	optimization	optimization	NOUN
cte-112	343	8	of	of	ADP
cte-112	343	9	linear	linear	PROPN
cte-112	343	10	systems	system	NOUN
cte-112	343	11	]	]	PUNCT
cte-112	343	12	.	.	PUNCT
cte-112	344	1	uzhgorod	uzhgorod	PROPN
cte-112	344	2	,	,	PUNCT
cte-112	344	3	ukraine	ukraine	NOUN
cte-112	344	4	:	:	PUNCT
cte-112	344	5	ra	ra	PROPN
cte-112	344	6	autdor	autdor	ADV
cte-112	344	7	-	-	PUNCT
cte-112	344	8	shark	shark	NOUN
cte-112	344	9	.	.	PUNCT
cte-112	345	1	available	available	ADJ
cte-112	345	2	from	from	ADP
cte-112	345	3	:	:	PUNCT
cte-112	345	4	https://dspace.uzhnu.edu.ua/jspui/handle/lib/24042	https://dspace.uzhnu.edu.ua/jspui/handle/lib/24042	X
cte-112	345	5	.	.	PUNCT
cte-112	346	1	[	[	X
cte-112	346	2	19	19	NUM
cte-112	346	3	]	]	PUNCT
cte-112	346	4	lesinski	lesinski	NOUN
cte-112	346	5	,	,	PUNCT
cte-112	346	6	g.	g.	PROPN
cte-112	346	7	,	,	PUNCT
cte-112	346	8	corns	corns	PROPN
cte-112	346	9	,	,	PUNCT
cte-112	346	10	s.	s.	PROPN
cte-112	346	11	and	and	CCONJ
cte-112	346	12	dagli	dagli	PROPN
cte-112	346	13	,	,	PUNCT
cte-112	346	14	c.	c.	PROPN
cte-112	346	15	,	,	PUNCT
cte-112	346	16	2016	2016	NUM
cte-112	346	17	.	.	PUNCT
cte-112	347	1	application	application	NOUN
cte-112	347	2	of	of	ADP
cte-112	347	3	an	an	DET
cte-112	347	4	artificial	artificial	ADJ
cte-112	347	5	neural	neural	ADJ
cte-112	347	6	network	network	NOUN
cte-112	347	7	to	to	PART
cte-112	347	8	predict	predict	VERB
cte-112	347	9	graduation	graduation	NOUN
cte-112	347	10	success	success	NOUN
cte-112	347	11	at	at	ADP
cte-112	347	12	the	the	DET
cte-112	347	13	united	united	PROPN
cte-112	347	14	states	states	PROPN
cte-112	347	15	military	military	PROPN
cte-112	347	16	academy	academy	PROPN
cte-112	347	17	.	.	PUNCT
cte-112	348	1	procedia	procedia	PROPN
cte-112	348	2	computer	computer	NOUN
cte-112	348	3	science	science	NOUN
cte-112	348	4	,	,	PUNCT
cte-112	348	5	95	95	NUM
cte-112	348	6	,	,	PUNCT
cte-112	348	7	pp.375–382	pp.375–382	PROPN
cte-112	348	8	.	.	PUNCT
cte-112	348	9	available	available	ADJ
cte-112	348	10	from	from	ADP
cte-112	348	11	:	:	PUNCT
cte-112	348	12	https://doi.org/10.1016/j.procs.2016.09.348	https://doi.org/10.1016/j.procs.2016.09.348	NOUN
cte-112	348	13	.	.	PUNCT
cte-112	349	1	[	[	X
cte-112	349	2	20	20	NUM
cte-112	349	3	]	]	X
cte-112	349	4	liu	liu	PROPN
cte-112	349	5	,	,	PUNCT
cte-112	349	6	c.	c.	PROPN
cte-112	349	7	,	,	PUNCT
cte-112	349	8	feng	feng	PROPN
cte-112	349	9	,	,	PUNCT
cte-112	349	10	y.	y.	PROPN
cte-112	349	11	and	and	CCONJ
cte-112	349	12	wang	wang	PROPN
cte-112	349	13	,	,	PUNCT
cte-112	349	14	y.	y.	PROPN
cte-112	349	15	,	,	PUNCT
cte-112	349	16	2022	2022	NUM
cte-112	349	17	.	.	PUNCT
cte-112	350	1	an	an	DET
cte-112	350	2	innovative	innovative	ADJ
cte-112	350	3	evaluation	evaluation	NOUN
cte-112	350	4	method	method	NOUN
cte-112	350	5	for	for	ADP
cte-112	350	6	undergraduate	undergraduate	ADJ
cte-112	350	7	education	education	NOUN
cte-112	350	8	:	:	PUNCT
cte-112	350	9	an	an	DET
cte-112	350	10	approach	approach	NOUN
cte-112	350	11	based	base	VERB
cte-112	350	12	on	on	ADP
cte-112	350	13	bp	bp	PROPN
cte-112	350	14	neural	neural	ADJ
cte-112	350	15	network	network	NOUN
cte-112	350	16	and	and	CCONJ
cte-112	350	17	stress	stress	NOUN
cte-112	350	18	testing	testing	NOUN
cte-112	350	19	.	.	PUNCT
cte-112	351	1	studies	study	NOUN
cte-112	351	2	in	in	ADP
cte-112	351	3	higher	high	ADJ
cte-112	351	4	education	education	NOUN
cte-112	351	5	,	,	PUNCT
cte-112	351	6	47(1	47(1	NUM
cte-112	351	7	)	)	PUNCT
cte-112	351	8	,	,	PUNCT
cte-112	351	9	pp.212–228	pp.212–228	PROPN
cte-112	351	10	.	.	PUNCT
cte-112	351	11	available	available	ADJ
cte-112	351	12	from	from	ADP
cte-112	351	13	:	:	PUNCT
cte-112	351	14	https://doi.org/10.1080/03075079.2020.1739013	https://doi.org/10.1080/03075079.2020.1739013	PROPN
cte-112	351	15	.	.	PUNCT
cte-112	352	1	[	[	X
cte-112	352	2	21	21	NUM
cte-112	352	3	]	]	X
cte-112	352	4	mahapatra	mahapatra	PROPN
cte-112	352	5	,	,	PUNCT
cte-112	352	6	s.s	s.s	PROPN
cte-112	352	7	.	.	PROPN
cte-112	352	8	and	and	CCONJ
cte-112	352	9	khan	khan	PROPN
cte-112	352	10	,	,	PUNCT
cte-112	352	11	m.s	m.s	PROPN
cte-112	352	12	.	.	PROPN
cte-112	352	13	,	,	PUNCT
cte-112	352	14	2007	2007	NUM
cte-112	352	15	.	.	PUNCT
cte-112	353	1	a	a	DET
cte-112	353	2	neural	neural	ADJ
cte-112	353	3	network	network	NOUN
cte-112	353	4	approach	approach	NOUN
cte-112	353	5	for	for	ADP
cte-112	353	6	assessing	assess	VERB
cte-112	353	7	quality	quality	NOUN
cte-112	353	8	in	in	ADP
cte-112	353	9	technical	technical	ADJ
cte-112	353	10	education	education	NOUN
cte-112	353	11	:	:	PUNCT
cte-112	353	12	an	an	DET
cte-112	353	13	empirical	empirical	ADJ
cte-112	353	14	study	study	NOUN
cte-112	353	15	.	.	PUNCT
cte-112	354	1	international	international	ADJ
cte-112	354	2	journal	journal	PROPN
cte-112	354	3	of	of	ADP
cte-112	354	4	productivity	productivity	NOUN
cte-112	354	5	and	and	CCONJ
cte-112	354	6	quality	quality	NOUN
cte-112	354	7	management	management	NOUN
cte-112	354	8	,	,	PUNCT
cte-112	354	9	2(3	2(3	NUM
cte-112	354	10	)	)	PUNCT
cte-112	354	11	,	,	PUNCT
cte-112	354	12	pp.287–306	pp.287–306	PROPN
cte-112	354	13	.	.	PUNCT
cte-112	355	1	available	available	ADJ
cte-112	355	2	from	from	ADP
cte-112	355	3	:	:	PUNCT
cte-112	355	4	https://doi.org/10.1504/ijpqm.2007.012451	https://doi.org/10.1504/ijpqm.2007.012451	PROPN
cte-112	355	5	.	.	PUNCT
cte-112	356	1	[	[	X
cte-112	356	2	22	22	NUM
cte-112	356	3	]	]	PUNCT
cte-112	356	4	markova	markova	X
cte-112	356	5	,	,	PUNCT
cte-112	356	6	o.	o.	PROPN
cte-112	356	7	,	,	PUNCT
cte-112	356	8	semerikov	semerikov	PROPN
cte-112	356	9	,	,	PUNCT
cte-112	356	10	s.	s.	PROPN
cte-112	356	11	and	and	CCONJ
cte-112	356	12	popel	popel	PROPN
cte-112	356	13	,	,	PUNCT
cte-112	356	14	m.	m.	NOUN
cte-112	356	15	,	,	PUNCT
cte-112	356	16	2018	2018	NUM
cte-112	356	17	.	.	PUNCT
cte-112	357	1	cocalc	cocalc	NOUN
cte-112	357	2	as	as	ADP
cte-112	357	3	a	a	DET
cte-112	357	4	learning	learn	VERB
cte-112	357	5	tool	tool	NOUN
cte-112	357	6	for	for	ADP
cte-112	357	7	neural	neural	ADJ
cte-112	357	8	network	network	NOUN
cte-112	357	9	simulation	simulation	NOUN
cte-112	357	10	in	in	ADP
cte-112	357	11	the	the	DET
cte-112	357	12	special	special	ADJ
cte-112	357	13	course	course	NOUN
cte-112	357	14	“	"	PUNCT
cte-112	357	15	foundations	foundation	NOUN
cte-112	357	16	of	of	ADP
cte-112	357	17	mathematic	mathematic	ADJ
cte-112	357	18	informatics	informatic	NOUN
cte-112	357	19	”	"	PUNCT
cte-112	357	20	.	.	PUNCT
cte-112	358	1	ceur	ceur	PROPN
cte-112	358	2	workshop	workshop	NOUN
cte-112	358	3	proceedings	proceeding	NOUN
cte-112	358	4	,	,	PUNCT
cte-112	358	5	2104	2104	NUM
cte-112	358	6	,	,	PUNCT
cte-112	358	7	pp.388–403	pp.388–403	NOUN
cte-112	358	8	.	.	PUNCT
cte-112	359	1	available	available	ADJ
cte-112	359	2	from	from	ADP
cte-112	359	3	:	:	PUNCT
cte-112	359	4	http://ceur-ws.org/vol-2104/paper_204.pdf	http://ceur-ws.org/vol-2104/paper_204.pdf	PROPN
cte-112	359	5	.	.	PUNCT
cte-112	360	1	[	[	X
cte-112	360	2	23	23	NUM
cte-112	360	3	]	]	X
cte-112	360	4	müller	müller	PROPN
cte-112	360	5	,	,	PUNCT
cte-112	360	6	b.	b.	PROPN
cte-112	360	7	,	,	PUNCT
cte-112	360	8	reinhardt	reinhardt	PROPN
cte-112	360	9	,	,	PUNCT
cte-112	360	10	j.	j.	PROPN
cte-112	360	11	and	and	CCONJ
cte-112	360	12	strickland	strickland	PROPN
cte-112	360	13	,	,	PUNCT
cte-112	360	14	m.t	m.t	PROPN
cte-112	360	15	.	.	PROPN
cte-112	360	16	,	,	PUNCT
cte-112	360	17	1995	1995	NUM
cte-112	360	18	.	.	PUNCT
cte-112	361	1	neural	neural	ADJ
cte-112	361	2	networks	network	NOUN
cte-112	361	3	:	:	PUNCT
cte-112	361	4	an	an	DET
cte-112	361	5	introduction	introduction	NOUN
cte-112	361	6	,	,	PUNCT
cte-112	361	7	167	167	NUM
cte-112	361	8	https://doi.org/10.1155/2013/179097	https://doi.org/10.1155/2013/179097	ADJ
cte-112	361	9	https://doi.org/10.1016/j.edurev.2009.02.001	https://doi.org/10.1016/j.edurev.2009.02.001	NOUN
cte-112	361	10	http://www.deeplearningbook.org	http://www.deeplearningbook.org	X
cte-112	361	11	https://cyberleninka.ru/article/n/osoblivosti-multiplikativnogo-zgortannya-chastkovih-kriteriyiv-v-uzagalneniy-pokaznik	https://cyberleninka.ru/article/n/osoblivosti-multiplikativnogo-zgortannya-chastkovih-kriteriyiv-v-uzagalneniy-pokaznik	X
cte-112	361	12	https://cyberleninka.ru/article/n/osoblivosti-multiplikativnogo-zgortannya-chastkovih-kriteriyiv-v-uzagalneniy-pokaznik	https://cyberleninka.ru/article/n/osoblivosti-multiplikativnogo-zgortannya-chastkovih-kriteriyiv-v-uzagalneniy-pokaznik	X
cte-112	361	13	https://doi.org/10.1108/s1479-367920140000027013	https://doi.org/10.1108/s1479-367920140000027013	NOUN
cte-112	361	14	https://doi.org/10.1108/s1479-367920140000027013	https://doi.org/10.1108/s1479-367920140000027013	NOUN
cte-112	361	15	https://doi.org/10.1016/j.compedu.2013.01.015	https://doi.org/10.1016/j.compedu.2013.01.015	NOUN
cte-112	361	16	https://dspace.uzhnu.edu.ua/jspui/handle/lib/24042	https://dspace.uzhnu.edu.ua/jspui/handle/lib/24042	PRON
cte-112	361	17	https://doi.org/10.1016/j.procs.2016.09.348	https://doi.org/10.1016/j.procs.2016.09.348	NOUN
cte-112	361	18	https://doi.org/10.1080/03075079.2020.1739013	https://doi.org/10.1080/03075079.2020.1739013	PUNCT
cte-112	362	1	https://doi.org/10.1504/ijpqm.2007.012451	https://doi.org/10.1504/ijpqm.2007.012451	PROPN
cte-112	362	2	http://ceur-ws.org/vol-2104/paper_204.pdf	http://ceur-ws.org/vol-2104/paper_204.pdf	PROPN
cte-112	362	3	cte	cte	NOUN
cte-112	362	4	workshop	workshop	NOUN
cte-112	362	5	proceedings	proceeding	NOUN
cte-112	362	6	,	,	PUNCT
cte-112	362	7	2022	2022	NUM
cte-112	362	8	,	,	PUNCT
cte-112	362	9	vol	vol	NOUN
cte-112	362	10	.	.	NOUN
cte-112	363	1	9	9	NUM
cte-112	363	2	:	:	PUNCT
cte-112	363	3	cte-2021	cte-2021	NOUN
cte-112	363	4	,	,	PUNCT
cte-112	363	5	pp	pp	ADP
cte-112	363	6	.	.	PUNCT
cte-112	364	1	154	154	NUM
cte-112	364	2	-	-	SYM
cte-112	364	3	169	169	NUM
cte-112	364	4	physics	physics	NOUN
cte-112	364	5	of	of	ADP
cte-112	364	6	neural	neural	ADJ
cte-112	364	7	networks	network	NOUN
cte-112	364	8	.	.	PUNCT
cte-112	365	1	2nd	2nd	ADJ
cte-112	365	2	ed	ed	NOUN
cte-112	365	3	.	.	PUNCT
cte-112	365	4	springer	springer	NOUN
cte-112	365	5	-	-	PUNCT
cte-112	365	6	verlag	verlag	PROPN
cte-112	365	7	berlin	berlin	PROPN
cte-112	365	8	heidelberg	heidelberg	PROPN
cte-112	365	9	.	.	PUNCT
cte-112	366	1	available	available	ADJ
cte-112	366	2	from	from	ADP
cte-112	366	3	:	:	PUNCT
cte-112	366	4	https://doi.org/10.1007/978-3-642-57760-4	https://doi.org/10.1007/978-3-642-57760-4	PROPN
cte-112	366	5	.	.	PUNCT
cte-112	367	1	[	[	X
cte-112	367	2	24	24	NUM
cte-112	367	3	]	]	SYM
cte-112	367	4	naser	naser	PROPN
cte-112	367	5	,	,	PUNCT
cte-112	367	6	s.a	s.a	PROPN
cte-112	367	7	.	.	PROPN
cte-112	367	8	,	,	PUNCT
cte-112	367	9	zaqout	zaqout	PROPN
cte-112	367	10	,	,	PUNCT
cte-112	367	11	i.	i.	PROPN
cte-112	367	12	,	,	PUNCT
cte-112	367	13	ghosh	ghosh	PROPN
cte-112	367	14	,	,	PUNCT
cte-112	367	15	m.a	m.a	PROPN
cte-112	367	16	.	.	PROPN
cte-112	367	17	,	,	PUNCT
cte-112	367	18	atallah	atallah	PROPN
cte-112	367	19	,	,	PUNCT
cte-112	367	20	r.	r.	PROPN
cte-112	367	21	and	and	CCONJ
cte-112	367	22	alajrami	alajrami	NOUN
cte-112	367	23	,	,	PUNCT
cte-112	367	24	e.	e.	PROPN
cte-112	367	25	,	,	PUNCT
cte-112	367	26	2015	2015	NUM
cte-112	367	27	.	.	PUNCT
cte-112	367	28	predicting	predict	VERB
cte-112	367	29	student	student	NOUN
cte-112	367	30	performance	performance	NOUN
cte-112	367	31	using	use	VERB
cte-112	367	32	artificial	artificial	ADJ
cte-112	367	33	neural	neural	ADJ
cte-112	367	34	network	network	NOUN
cte-112	367	35	:	:	PUNCT
cte-112	367	36	in	in	ADP
cte-112	367	37	the	the	DET
cte-112	367	38	faculty	faculty	NOUN
cte-112	367	39	of	of	ADP
cte-112	367	40	engineering	engineering	NOUN
cte-112	367	41	and	and	CCONJ
cte-112	367	42	information	information	NOUN
cte-112	367	43	technology	technology	NOUN
cte-112	367	44	.	.	PUNCT
cte-112	368	1	international	international	ADJ
cte-112	368	2	journal	journal	PROPN
cte-112	368	3	of	of	ADP
cte-112	368	4	hybrid	hybrid	ADJ
cte-112	368	5	information	information	NOUN
cte-112	368	6	technology	technology	NOUN
cte-112	368	7	,	,	PUNCT
cte-112	368	8	8(2	8(2	NUM
cte-112	368	9	)	)	PUNCT
cte-112	368	10	,	,	PUNCT
cte-112	368	11	pp.221–228	pp.221–228	PROPN
cte-112	368	12	.	.	PUNCT
cte-112	368	13	available	available	ADJ
cte-112	368	14	from	from	ADP
cte-112	368	15	:	:	PUNCT
cte-112	368	16	https://doi.org/10.14257/ijhit.2015.8.2.20	https://doi.org/10.14257/ijhit.2015.8.2.20	PROPN
cte-112	368	17	.	.	PUNCT
cte-112	369	1	[	[	X
cte-112	369	2	25	25	NUM
cte-112	369	3	]	]	PUNCT
cte-112	369	4	okubo	okubo	PROPN
cte-112	369	5	,	,	PUNCT
cte-112	369	6	f.	f.	PROPN
cte-112	369	7	,	,	PUNCT
cte-112	369	8	yamashita	yamashita	PROPN
cte-112	369	9	,	,	PUNCT
cte-112	369	10	t.	t.	PROPN
cte-112	369	11	,	,	PUNCT
cte-112	369	12	shimada	shimada	PROPN
cte-112	369	13	,	,	PUNCT
cte-112	369	14	a.	a.	NOUN
cte-112	369	15	and	and	CCONJ
cte-112	369	16	ogata	ogata	PROPN
cte-112	369	17	,	,	PUNCT
cte-112	369	18	h.	h.	PROPN
cte-112	369	19	,	,	PUNCT
cte-112	369	20	2017	2017	NUM
cte-112	369	21	.	.	PUNCT
cte-112	370	1	a	a	DET
cte-112	370	2	neural	neural	ADJ
cte-112	370	3	network	network	NOUN
cte-112	370	4	approach	approach	NOUN
cte-112	370	5	for	for	ADP
cte-112	370	6	students	student	NOUN
cte-112	370	7	’	'	PUNCT
cte-112	370	8	performance	performance	NOUN
cte-112	370	9	prediction	prediction	NOUN
cte-112	370	10	.	.	PUNCT
cte-112	371	1	proceedings	proceeding	NOUN
cte-112	371	2	of	of	ADP
cte-112	371	3	the	the	DET
cte-112	371	4	seventh	seventh	ADJ
cte-112	371	5	international	international	ADJ
cte-112	371	6	learning	learn	VERB
cte-112	371	7	analytics	analytics	PROPN
cte-112	371	8	&	&	CCONJ
cte-112	371	9	knowledge	knowledge	PROPN
cte-112	371	10	conference	conference	PROPN
cte-112	371	11	.	.	PUNCT
cte-112	372	1	new	new	PROPN
cte-112	372	2	york	york	PROPN
cte-112	372	3	,	,	PUNCT
cte-112	372	4	ny	ny	PROPN
cte-112	372	5	,	,	PUNCT
cte-112	372	6	usa	usa	PROPN
cte-112	372	7	:	:	PUNCT
cte-112	372	8	association	association	NOUN
cte-112	372	9	for	for	ADP
cte-112	372	10	computing	compute	VERB
cte-112	372	11	machinery	machinery	NOUN
cte-112	372	12	,	,	PUNCT
cte-112	372	13	lak	lak	PROPN
cte-112	372	14	’	’	PROPN
cte-112	372	15	17	17	NUM
cte-112	372	16	,	,	PUNCT
cte-112	372	17	p.598–599	p.598–599	VERB
cte-112	372	18	.	.	PUNCT
cte-112	372	19	available	available	ADJ
cte-112	372	20	from	from	ADP
cte-112	372	21	:	:	PUNCT
cte-112	372	22	https://doi.org/10.1145/3027385.3029479	https://doi.org/10.1145/3027385.3029479	PROPN
cte-112	372	23	.	.	PUNCT
cte-112	373	1	[	[	X
cte-112	373	2	26	26	NUM
cte-112	373	3	]	]	X
cte-112	373	4	osadchyi	osadchyi	NOUN
cte-112	373	5	,	,	PUNCT
cte-112	373	6	v.	v.	ADP
cte-112	373	7	,	,	PUNCT
cte-112	373	8	kruglyk	kruglyk	PROPN
cte-112	373	9	,	,	PUNCT
cte-112	373	10	v.	v.	PROPN
cte-112	373	11	and	and	CCONJ
cte-112	373	12	bukreyev	bukreyev	PROPN
cte-112	373	13	,	,	PUNCT
cte-112	373	14	d.	d.	PROPN
cte-112	373	15	,	,	PUNCT
cte-112	373	16	2018	2018	NUM
cte-112	373	17	.	.	PUNCT
cte-112	374	1	development	development	NOUN
cte-112	374	2	of	of	ADP
cte-112	374	3	a	a	DET
cte-112	374	4	software	software	NOUN
cte-112	374	5	product	product	NOUN
cte-112	374	6	for	for	ADP
cte-112	374	7	forecasting	forecast	VERB
cte-112	374	8	the	the	DET
cte-112	374	9	entrance	entrance	NOUN
cte-112	374	10	of	of	ADP
cte-112	374	11	applicants	applicant	NOUN
cte-112	374	12	to	to	ADP
cte-112	374	13	higher	high	ADJ
cte-112	374	14	educational	educational	ADJ
cte-112	374	15	institutions	institution	NOUN
cte-112	374	16	.	.	PUNCT
cte-112	375	1	ukrainian	ukrainian	ADJ
cte-112	375	2	journal	journal	PROPN
cte-112	375	3	of	of	ADP
cte-112	375	4	educational	educational	ADJ
cte-112	375	5	studies	study	NOUN
cte-112	375	6	and	and	CCONJ
cte-112	375	7	information	information	NOUN
cte-112	375	8	technology	technology	NOUN
cte-112	375	9	,	,	PUNCT
cte-112	375	10	6(3	6(3	NUM
cte-112	375	11	)	)	PUNCT
cte-112	375	12	,	,	PUNCT
cte-112	375	13	pp.55–69	pp.55–69	NOUN
cte-112	375	14	.	.	PUNCT
cte-112	375	15	available	available	ADJ
cte-112	375	16	from	from	ADP
cte-112	375	17	:	:	PUNCT
cte-112	375	18	https://doi.org/10.32919/uesit.2018.03.06	https://doi.org/10.32919/uesit.2018.03.06	X
cte-112	375	19	.	.	PUNCT
cte-112	376	1	[	[	X
cte-112	376	2	27	27	NUM
cte-112	376	3	]	]	PUNCT
cte-112	376	4	pererva	pererva	PROPN
cte-112	376	5	,	,	PUNCT
cte-112	376	6	v.v	v.v	PROPN
cte-112	376	7	.	.	PROPN
cte-112	376	8	,	,	PUNCT
cte-112	376	9	lavrentieva	lavrentieva	PROPN
cte-112	376	10	,	,	PUNCT
cte-112	376	11	o.o	o.o	PROPN
cte-112	376	12	.	.	PROPN
cte-112	376	13	,	,	PUNCT
cte-112	376	14	lakomova	lakomova	PROPN
cte-112	376	15	,	,	PUNCT
cte-112	376	16	o.i	o.i	PROPN
cte-112	376	17	.	.	PROPN
cte-112	376	18	,	,	PUNCT
cte-112	376	19	zavalniuk	zavalniuk	PROPN
cte-112	376	20	,	,	PUNCT
cte-112	376	21	o.s	o.s	PROPN
cte-112	376	22	.	.	PROPN
cte-112	376	23	and	and	CCONJ
cte-112	376	24	tolmachev	tolmachev	PROPN
cte-112	376	25	,	,	PUNCT
cte-112	376	26	s.t	s.t	PROPN
cte-112	376	27	.	.	PROPN
cte-112	376	28	,	,	PUNCT
cte-112	376	29	2020	2020	NUM
cte-112	376	30	.	.	PUNCT
cte-112	377	1	the	the	DET
cte-112	377	2	technique	technique	NOUN
cte-112	377	3	of	of	ADP
cte-112	377	4	the	the	DET
cte-112	377	5	use	use	NOUN
cte-112	377	6	of	of	ADP
cte-112	377	7	virtual	virtual	ADJ
cte-112	377	8	learning	learn	VERB
cte-112	377	9	environment	environment	NOUN
cte-112	377	10	in	in	ADP
cte-112	377	11	the	the	DET
cte-112	377	12	process	process	NOUN
cte-112	377	13	of	of	ADP
cte-112	377	14	organizing	organize	VERB
cte-112	377	15	the	the	DET
cte-112	377	16	future	future	ADJ
cte-112	377	17	teachers	teacher	NOUN
cte-112	377	18	’	'	PUNCT
cte-112	377	19	terminological	terminological	ADJ
cte-112	377	20	work	work	NOUN
cte-112	377	21	by	by	ADP
cte-112	377	22	specialty	specialty	NOUN
cte-112	377	23	.	.	PUNCT
cte-112	378	1	ceur	ceur	PROPN
cte-112	378	2	workshop	workshop	NOUN
cte-112	378	3	proceedings	proceeding	NOUN
cte-112	378	4	,	,	PUNCT
cte-112	378	5	2643	2643	NUM
cte-112	378	6	,	,	PUNCT
cte-112	378	7	pp.321–346	pp.321–346	NOUN
cte-112	378	8	.	.	PUNCT
cte-112	379	1	[	[	X
cte-112	379	2	28	28	NUM
cte-112	379	3	]	]	X
cte-112	379	4	porokhnya	porokhnya	ADJ
cte-112	379	5	,	,	PUNCT
cte-112	379	6	v.	v.	CCONJ
cte-112	379	7	and	and	CCONJ
cte-112	379	8	ostapenko	ostapenko	ADJ
cte-112	379	9	,	,	PUNCT
cte-112	379	10	o.	o.	NOUN
cte-112	379	11	,	,	PUNCT
cte-112	379	12	2019	2019	NUM
cte-112	379	13	.	.	PUNCT
cte-112	380	1	neural	neural	ADJ
cte-112	380	2	network	network	NOUN
cte-112	380	3	and	and	CCONJ
cte-112	380	4	index	index	NOUN
cte-112	380	5	forecasting	forecasting	NOUN
cte-112	380	6	of	of	ADP
cte-112	380	7	the	the	DET
cte-112	380	8	strategies	strategy	NOUN
cte-112	380	9	of	of	ADP
cte-112	380	10	development	development	NOUN
cte-112	380	11	of	of	ADP
cte-112	380	12	the	the	DET
cte-112	380	13	armed	armed	ADJ
cte-112	380	14	forces	force	NOUN
cte-112	380	15	of	of	ADP
cte-112	380	16	ukraine	ukraine	NOUN
cte-112	380	17	depending	depend	VERB
cte-112	380	18	on	on	ADP
cte-112	380	19	their	their	PRON
cte-112	380	20	own	own	ADJ
cte-112	380	21	economic	economic	ADJ
cte-112	380	22	opportunities	opportunity	NOUN
cte-112	380	23	and	and	CCONJ
cte-112	380	24	encroachments	encroachment	NOUN
cte-112	380	25	of	of	ADP
cte-112	380	26	the	the	DET
cte-112	380	27	aggressor	aggressor	NOUN
cte-112	380	28	states	state	NOUN
cte-112	380	29	.	.	PUNCT
cte-112	381	1	ceur	ceur	PROPN
cte-112	381	2	workshop	workshop	NOUN
cte-112	381	3	proceedings	proceeding	NOUN
cte-112	381	4	,	,	PUNCT
cte-112	381	5	2422	2422	NUM
cte-112	381	6	,	,	PUNCT
cte-112	381	7	pp.111–120	pp.111–120	NOUN
cte-112	381	8	.	.	PUNCT
cte-112	382	1	[	[	X
cte-112	382	2	29	29	NUM
cte-112	382	3	]	]	SYM
cte-112	382	4	pârvu	pârvu	NOUN
cte-112	382	5	,	,	PUNCT
cte-112	382	6	i.	i.	NOUN
cte-112	382	7	and	and	CCONJ
cte-112	382	8	ipate	ipate	PROPN
cte-112	382	9	,	,	PUNCT
cte-112	382	10	d.m	d.m	PROPN
cte-112	382	11	.	.	PROPN
cte-112	382	12	,	,	PUNCT
cte-112	382	13	2007	2007	NUM
cte-112	382	14	.	.	PUNCT
cte-112	383	1	mathematical	mathematical	ADJ
cte-112	383	2	model	model	NOUN
cte-112	383	3	of	of	ADP
cte-112	383	4	measuring	measure	VERB
cte-112	383	5	the	the	DET
cte-112	383	6	quality	quality	NOUN
cte-112	383	7	of	of	ADP
cte-112	383	8	services	service	NOUN
cte-112	383	9	of	of	ADP
cte-112	383	10	the	the	DET
cte-112	383	11	higher	high	ADJ
cte-112	383	12	education	education	NOUN
cte-112	383	13	institutions	institution	NOUN
cte-112	383	14	.	.	PUNCT
cte-112	384	1	journal	journal	PROPN
cte-112	384	2	of	of	ADP
cte-112	384	3	applied	apply	VERB
cte-112	384	4	economic	economic	ADJ
cte-112	384	5	sciences	science	NOUN
cte-112	384	6	,	,	PUNCT
cte-112	384	7	2(1(2)_fall2007	2(1(2)_fall2007	NUM
cte-112	384	8	)	)	PUNCT
cte-112	384	9	.	.	PUNCT
cte-112	385	1	available	available	ADJ
cte-112	385	2	from	from	ADP
cte-112	385	3	:	:	PUNCT
cte-112	385	4	https://econpapers.repec.org/repec:ush:jaessh:v:2:y:2007:i:1(2)_fall2007:5	https://econpapers.repec.org/repec:ush:jaessh:v:2:y:2007:i:1(2)_fall2007:5	X
cte-112	385	5	.	.	PUNCT
cte-112	386	1	[	[	X
cte-112	386	2	30	30	NUM
cte-112	386	3	]	]	X
cte-112	386	4	regulations	regulation	NOUN
cte-112	386	5	on	on	ADP
cte-112	386	6	the	the	DET
cte-112	386	7	accreditation	accreditation	NOUN
cte-112	386	8	of	of	ADP
cte-112	386	9	educational	educational	ADJ
cte-112	386	10	programs	program	NOUN
cte-112	386	11	,	,	PUNCT
cte-112	386	12	which	which	PRON
cte-112	386	13	provide	provide	VERB
cte-112	386	14	training	training	NOUN
cte-112	386	15	for	for	ADP
cte-112	386	16	higher	high	ADJ
cte-112	386	17	education	education	NOUN
cte-112	386	18	,	,	PUNCT
cte-112	386	19	2019	2019	NUM
cte-112	386	20	.	.	PUNCT
cte-112	387	1	available	available	ADJ
cte-112	387	2	from	from	ADP
cte-112	387	3	:	:	PUNCT
cte-112	387	4	https://zakon.rada.gov.ua/laws/show/z0880-19#text	https://zakon.rada.gov.ua/laws/show/z0880-19#text	PROPN
cte-112	387	5	.	.	PUNCT
cte-112	388	1	[	[	X
cte-112	388	2	31	31	NUM
cte-112	388	3	]	]	X
cte-112	388	4	rivas	rivas	PROPN
cte-112	388	5	,	,	PUNCT
cte-112	388	6	a.	a.	PROPN
cte-112	388	7	,	,	PUNCT
cte-112	388	8	gonzález	gonzález	PROPN
cte-112	388	9	-	-	PUNCT
cte-112	388	10	briones	briones	PROPN
cte-112	388	11	,	,	PUNCT
cte-112	388	12	a.	a.	PROPN
cte-112	388	13	,	,	PUNCT
cte-112	388	14	hernández	hernández	PROPN
cte-112	388	15	,	,	PUNCT
cte-112	388	16	g.	g.	PROPN
cte-112	388	17	,	,	PUNCT
cte-112	388	18	prieto	prieto	PROPN
cte-112	388	19	,	,	PUNCT
cte-112	388	20	j.	j.	PROPN
cte-112	388	21	and	and	CCONJ
cte-112	388	22	chamoso	chamoso	NOUN
cte-112	388	23	,	,	PUNCT
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cte-112	388	25	,	,	PUNCT
cte-112	388	26	2021	2021	NUM
cte-112	388	27	.	.	PUNCT
cte-112	389	1	artificial	artificial	ADJ
cte-112	389	2	neural	neural	ADJ
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cte-112	389	7	academic	academic	ADJ
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cte-112	389	15	.	.	PUNCT
cte-112	390	1	neurocomputing	neurocomputing	NOUN
cte-112	390	2	,	,	PUNCT
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cte-112	390	4	,	,	PUNCT
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cte-112	390	6	.	.	PUNCT
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cte-112	390	8	from	from	ADP
cte-112	390	9	:	:	PUNCT
cte-112	390	10	https://doi.org/https	https://doi.org/https	NUM
cte-112	390	11	:	:	PUNCT
cte-112	390	12	//doi.org/10.1016	//doi.org/10.1016	PROPN
cte-112	390	13	/	/	SYM
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cte-112	390	15	.	.	PUNCT
cte-112	391	1	[	[	X
cte-112	391	2	32	32	NUM
cte-112	391	3	]	]	PUNCT
cte-112	391	4	shtovba	shtovba	PROPN
cte-112	391	5	,	,	PUNCT
cte-112	391	6	s.d	s.d	PROPN
cte-112	391	7	.	.	PROPN
cte-112	391	8	,	,	PUNCT
cte-112	391	9	2007	2007	NUM
cte-112	391	10	.	.	PUNCT
cte-112	392	1	proektirovanie	proektirovanie	PROPN
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cte-112	392	4	sredstvami	sredstvami	PROPN
cte-112	392	5	matlab	matlab	PROPN
cte-112	393	1	[	[	X
cte-112	393	2	fuzzy	fuzzy	ADJ
cte-112	393	3	systems	system	NOUN
cte-112	393	4	design	design	NOUN
cte-112	393	5	of	of	ADP
cte-112	393	6	by	by	ADP
cte-112	393	7	means	mean	NOUN
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cte-112	393	9	matlab	matlab	PROPN
cte-112	393	10	]	]	PUNCT
cte-112	393	11	.	.	PUNCT
cte-112	394	1	moscow	moscow	PROPN
cte-112	394	2	:	:	PUNCT
cte-112	394	3	goryachaya	goryachaya	PROPN
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cte-112	394	5	–	–	PUNCT
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cte-112	394	7	.	.	PUNCT
cte-112	395	1	available	available	ADJ
cte-112	395	2	from	from	ADP
cte-112	395	3	:	:	PUNCT
cte-112	395	4	http://pistunovi.inf.ua/shtovba_proek_nechet_sistem__matlab.pdf	http://pistunovi.inf.ua/shtovba_proek_nechet_sistem__matlab.pdf	X
cte-112	395	5	.	.	PUNCT
cte-112	396	1	[	[	X
cte-112	396	2	33	33	NUM
cte-112	396	3	]	]	PUNCT
cte-112	396	4	shtovba	shtovba	PROPN
cte-112	396	5	,	,	PUNCT
cte-112	396	6	s.d	s.d	PROPN
cte-112	396	7	.	.	PROPN
cte-112	396	8	and	and	CCONJ
cte-112	396	9	pankevych	pankevych	NOUN
cte-112	396	10	,	,	PUNCT
cte-112	396	11	o.d	o.d	PROPN
cte-112	396	12	.	.	PROPN
cte-112	396	13	,	,	PUNCT
cte-112	396	14	2018	2018	NUM
cte-112	396	15	.	.	PUNCT
cte-112	397	1	fuzzy	fuzzy	ADJ
cte-112	397	2	technology	technology	NOUN
cte-112	397	3	-	-	PUNCT
cte-112	397	4	based	base	VERB
cte-112	397	5	cause	cause	NOUN
cte-112	397	6	detection	detection	NOUN
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cte-112	397	8	structural	structural	ADJ
cte-112	397	9	cracks	crack	NOUN
cte-112	397	10	of	of	ADP
cte-112	397	11	stone	stone	NOUN
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cte-112	397	13	.	.	PUNCT
cte-112	398	1	ceur	ceur	PROPN
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cte-112	398	4	,	,	PUNCT
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cte-112	398	6	,	,	PUNCT
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cte-112	398	8	.	.	PUNCT
cte-112	399	1	[	[	X
cte-112	399	2	34	34	NUM
cte-112	399	3	]	]	PUNCT
cte-112	399	4	sivanandam	sivanandam	NOUN
cte-112	399	5	,	,	PUNCT
cte-112	399	6	s.n	s.n	PROPN
cte-112	399	7	.	.	PROPN
cte-112	399	8	,	,	PUNCT
cte-112	399	9	sumathi	sumathi	PROPN
cte-112	399	10	,	,	PUNCT
cte-112	399	11	s.	s.	PROPN
cte-112	399	12	and	and	CCONJ
cte-112	399	13	deepa	deepa	PROPN
cte-112	399	14	,	,	PUNCT
cte-112	399	15	s.n	s.n	PROPN
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cte-112	399	17	,	,	PUNCT
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cte-112	399	19	.	.	PUNCT
cte-112	400	1	introduction	introduction	NOUN
cte-112	400	2	to	to	ADP
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cte-112	400	4	networks	network	NOUN
cte-112	400	5	using	use	VERB
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cte-112	400	8	.	.	PUNCT
cte-112	401	1	new	new	ADJ
cte-112	401	2	delhi	delhi	PROPN
cte-112	401	3	:	:	PUNCT
cte-112	401	4	tata	tata	PROPN
cte-112	401	5	mcgraw	mcgraw	PROPN
cte-112	401	6	-	-	PUNCT
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cte-112	401	9	.	.	PUNCT
cte-112	402	1	[	[	X
cte-112	402	2	35	35	NUM
cte-112	402	3	]	]	SYM
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cte-112	402	5	,	,	PUNCT
cte-112	402	6	a.o	a.o	PROPN
cte-112	402	7	.	.	PROPN
cte-112	402	8	,	,	PUNCT
cte-112	402	9	yakimov	yakimov	PROPN
cte-112	402	10	,	,	PUNCT
cte-112	402	11	y.v	y.v	PROPN
cte-112	402	12	.	.	PROPN
cte-112	402	13	and	and	CCONJ
cte-112	402	14	soloviev	soloviev	PROPN
cte-112	402	15	,	,	PUNCT
cte-112	402	16	v.n	v.n	PROPN
cte-112	402	17	.	.	PROPN
cte-112	402	18	,	,	PUNCT
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cte-112	402	20	.	.	PUNCT
cte-112	403	1	convolutional	convolutional	ADJ
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cte-112	403	3	networks	network	NOUN
cte-112	403	4	for	for	ADP
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cte-112	403	7	.	.	PUNCT
cte-112	404	1	ceur	ceur	PROPN
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cte-112	404	4	,	,	PUNCT
cte-112	404	5	2546	2546	NUM
cte-112	404	6	,	,	PUNCT
cte-112	404	7	pp.101–114	pp.101–114	NOUN
cte-112	404	8	.	.	PUNCT
cte-112	405	1	[	[	X
cte-112	405	2	36	36	NUM
cte-112	405	3	]	]	SYM
cte-112	405	4	taylan	taylan	NOUN
cte-112	405	5	,	,	PUNCT
cte-112	405	6	o.	o.	NOUN
cte-112	405	7	and	and	CCONJ
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cte-112	405	9	,	,	PUNCT
cte-112	405	10	b.	b.	PROPN
cte-112	405	11	,	,	PUNCT
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cte-112	405	13	.	.	PUNCT
cte-112	406	1	an	an	DET
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cte-112	406	4	-	-	PUNCT
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cte-112	406	14	.	.	PUNCT
cte-112	407	1	computers	computer	NOUN
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cte-112	407	5	,	,	PUNCT
cte-112	407	6	57(3	57(3	NUM
cte-112	407	7	)	)	PUNCT
cte-112	407	8	,	,	PUNCT
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cte-112	407	10	.	.	PUNCT
cte-112	408	1	available	available	ADJ
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cte-112	408	3	:	:	PUNCT
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cte-112	408	5	.	.	PUNCT
cte-112	409	1	[	[	X
cte-112	409	2	37	37	NUM
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cte-112	409	5	,	,	PUNCT
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cte-112	409	7	and	and	CCONJ
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cte-112	409	9	,	,	PUNCT
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cte-112	409	11	,	,	PUNCT
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cte-112	409	13	.	.	PUNCT
cte-112	410	1	education	education	NOUN
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cte-112	410	4	means	mean	NOUN
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cte-112	410	7	neural	neural	NOUN
cte-112	410	8	168	168	NUM
cte-112	411	1	https://doi.org/10.1007/978-3-642-57760-4	https://doi.org/10.1007/978-3-642-57760-4	PROPN
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cte-112	411	5	https://econpapers.repec.org/repec:ush:jaessh:v:2:y:2007:i:1(2)_fall2007:5	https://econpapers.repec.org/repec:ush:jaessh:v:2:y:2007:i:1(2)_fall2007:5	PROPN
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cte-112	411	7	https://doi.org/https://doi.org/10.1016/j.neucom.2020.02.125	https://doi.org/https://doi.org/10.1016/j.neucom.2020.02.125	NOUN
cte-112	411	8	https://doi.org/https://doi.org/10.1016/j.neucom.2020.02.125	https://doi.org/https://doi.org/10.1016/j.neucom.2020.02.125	NOUN
cte-112	411	9	http://pistunovi.inf.ua/shtovba_proek_nechet_sistem__matlab.pdf	http://pistunovi.inf.ua/shtovba_proek_nechet_sistem__matlab.pdf	PROPN
cte-112	411	10	https://doi.org/10.1016/j.cie.2009.01.019	https://doi.org/10.1016/j.cie.2009.01.019	PROPN
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cte-112	411	14	,	,	PUNCT
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cte-112	411	16	,	,	PUNCT
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cte-112	411	18	.	.	NOUN
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cte-112	412	2	:	:	PUNCT
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cte-112	412	4	,	,	PUNCT
cte-112	412	5	pp	pp	ADP
cte-112	412	6	.	.	PUNCT
cte-112	413	1	154	154	NUM
cte-112	413	2	-	-	SYM
cte-112	413	3	169	169	NUM
cte-112	413	4	networks	network	NOUN
cte-112	413	5	.	.	PUNCT
cte-112	414	1	e3s	e3s	PROPN
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cte-112	414	5	,	,	PUNCT
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cte-112	414	7	,	,	PUNCT
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cte-112	414	9	.	.	PUNCT
cte-112	415	1	available	available	ADJ
cte-112	415	2	from	from	ADP
cte-112	415	3	:	:	PUNCT
cte-112	415	4	https://doi.org/10.1051/	https://doi.org/10.1051/	PROPN
cte-112	415	5	e3sconf/202016610021	e3sconf/202016610021	NOUN
cte-112	415	6	.	.	PUNCT
cte-112	416	1	[	[	X
cte-112	416	2	38	38	NUM
cte-112	416	3	]	]	PUNCT
cte-112	416	4	waheed	waheed	PROPN
cte-112	416	5	,	,	PUNCT
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cte-112	416	7	,	,	PUNCT
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cte-112	416	9	,	,	PUNCT
cte-112	416	10	s.u	s.u	PROPN
cte-112	416	11	.	.	PROPN
cte-112	416	12	,	,	PUNCT
cte-112	416	13	aljohani	aljohani	PROPN
cte-112	416	14	,	,	PUNCT
cte-112	416	15	n.r	n.r	PROPN
cte-112	416	16	.	.	PROPN
cte-112	416	17	,	,	PUNCT
cte-112	416	18	hardman	hardman	PROPN
cte-112	416	19	,	,	PUNCT
cte-112	416	20	j.	j.	PROPN
cte-112	416	21	,	,	PUNCT
cte-112	416	22	alelyani	alelyani	PROPN
cte-112	416	23	,	,	PUNCT
cte-112	416	24	s.	s.	PROPN
cte-112	416	25	and	and	CCONJ
cte-112	416	26	nawaz	nawaz	PROPN
cte-112	416	27	,	,	PUNCT
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cte-112	416	31	.	.	PUNCT
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cte-112	417	8	big	big	ADJ
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cte-112	417	10	using	use	VERB
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cte-112	417	13	models	model	NOUN
cte-112	417	14	.	.	PUNCT
cte-112	418	1	computers	computer	NOUN
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cte-112	418	4	behavior	behavior	NOUN
cte-112	418	5	,	,	PUNCT
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cte-112	418	7	,	,	PUNCT
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cte-112	418	9	.	.	PUNCT
cte-112	418	10	available	available	ADJ
cte-112	418	11	from	from	ADP
cte-112	418	12	:	:	PUNCT
cte-112	418	13	https://doi.org/10.1016/j.chb	https://doi.org/10.1016/j.chb	NOUN
cte-112	418	14	.	.	PUNCT
cte-112	419	1	2019.106189	2019.106189	NUM
cte-112	419	2	.	.	PUNCT
cte-112	420	1	[	[	X
cte-112	420	2	39	39	NUM
cte-112	420	3	]	]	PUNCT
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cte-112	420	5	,	,	PUNCT
cte-112	420	6	b.	b.	PROPN
cte-112	420	7	,	,	PUNCT
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cte-112	420	9	,	,	PUNCT
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cte-112	420	11	,	,	PUNCT
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cte-112	420	13	,	,	PUNCT
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cte-112	420	17	,	,	PUNCT
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cte-112	420	19	,	,	PUNCT
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cte-112	420	21	,	,	PUNCT
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cte-112	420	25	,	,	PUNCT
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cte-112	421	4	:	:	PUNCT
cte-112	421	5	a	a	DET
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cte-112	421	7	assessment	assessment	NOUN
cte-112	421	8	.	.	PUNCT
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cte-112	422	5	policies	policy	NOUN
cte-112	422	6	,	,	PUNCT
cte-112	422	7	policy	policy	NOUN
cte-112	422	8	department	department	NOUN
cte-112	422	9	b	b	PROPN
cte-112	422	10	:	:	PUNCT
cte-112	422	11	structural	structural	ADJ
cte-112	422	12	and	and	CCONJ
cte-112	422	13	cohesion	cohesion	NOUN
cte-112	422	14	policies	policy	NOUN
cte-112	422	15	.	.	PUNCT
cte-112	423	1	available	available	ADJ
cte-112	423	2	from	from	ADP
cte-112	423	3	:	:	PUNCT
cte-112	423	4	https://doi.org/10.2861/426164	https://doi.org/10.2861/426164	NOUN
cte-112	423	5	.	.	NOUN
cte-112	423	6	169	169	NUM
cte-112	423	7	https://doi.org/10.1051/e3sconf/202016610021	https://doi.org/10.1051/e3sconf/202016610021	PROPN
cte-112	423	8	https://doi.org/10.1051/e3sconf/202016610021	https://doi.org/10.1051/e3sconf/202016610021	PROPN
cte-112	423	9	https://doi.org/10.1016/j.chb.2019.106189	https://doi.org/10.1016/j.chb.2019.106189	PROPN
cte-112	423	10	https://doi.org/10.1016/j.chb.2019.106189	https://doi.org/10.1016/j.chb.2019.106189	NUM
cte-112	423	11	https://doi.org/10.2861/426164	https://doi.org/10.2861/426164	NOUN
cte-112	423	12	1	1	NUM
cte-112	423	13	introduction	introduction	NOUN
cte-112	423	14	1.1	1.1	NUM
cte-112	423	15	theoretical	theoretical	ADJ
cte-112	423	16	background	background	NOUN
cte-112	423	17	1.2	1.2	NUM
cte-112	423	18	methods	method	NOUN
cte-112	423	19	2	2	NUM
cte-112	423	20	results	result	VERB
cte-112	423	21	3	3	NUM
cte-112	423	22	discussion	discussion	NOUN
cte-112	423	23	4	4	NUM
cte-112	423	24	conclusions	conclusion	NOUN