id	sid	tid	token	lemma	pos
ejpam-6257	1	1	european	european	PROPN
ejpam-6257	1	2	journal	journal	PROPN
ejpam-6257	1	3	of	of	ADP
ejpam-6257	1	4	pure	pure	ADJ
ejpam-6257	1	5	and	and	CCONJ
ejpam-6257	1	6	applied	applied	ADJ
ejpam-6257	1	7	mathematics	mathematic	NOUN
ejpam-6257	1	8	2025	2025	NUM
ejpam-6257	1	9	,	,	PUNCT
ejpam-6257	1	10	vol	vol	NOUN
ejpam-6257	1	11	.	.	PROPN
ejpam-6257	1	12	18	18	NUM
ejpam-6257	1	13	,	,	PUNCT
ejpam-6257	1	14	issue	issue	NOUN
ejpam-6257	1	15	3	3	NUM
ejpam-6257	1	16	,	,	PUNCT
ejpam-6257	1	17	article	article	NOUN
ejpam-6257	1	18	number	number	NOUN
ejpam-6257	1	19	6257	6257	NUM
ejpam-6257	1	20	issn	issn	VERB
ejpam-6257	1	21	1307	1307	NUM
ejpam-6257	1	22	-	-	SYM
ejpam-6257	1	23	5543	5543	NUM
ejpam-6257	1	24	–	–	PUNCT
ejpam-6257	1	25	ejpam.com	ejpam.com	X
ejpam-6257	1	26	published	publish	VERB
ejpam-6257	1	27	by	by	ADP
ejpam-6257	1	28	new	new	PROPN
ejpam-6257	1	29	york	york	PROPN
ejpam-6257	1	30	business	business	PROPN
ejpam-6257	1	31	global	global	ADJ
ejpam-6257	1	32	fuzzy	fuzzy	ADJ
ejpam-6257	1	33	logic	logic	NOUN
ejpam-6257	1	34	-	-	PUNCT
ejpam-6257	1	35	driven	drive	VERB
ejpam-6257	1	36	assessment	assessment	NOUN
ejpam-6257	1	37	model	model	NOUN
ejpam-6257	1	38	for	for	ADP
ejpam-6257	1	39	mathematical	mathematical	ADJ
ejpam-6257	1	40	proof	proof	NOUN
ejpam-6257	1	41	grading	grade	VERB
ejpam-6257	1	42	in	in	ADP
ejpam-6257	1	43	education	education	PROPN
ejpam-6257	1	44	maryam	maryam	PROPN
ejpam-6257	1	45	mohammed	mohammed	PROPN
ejpam-6257	1	46	al	al	PROPN
ejpam-6257	1	47	-	-	PUNCT
ejpam-6257	1	48	kandari1,∗	kandari1,∗	PROPN
ejpam-6257	1	49	,	,	PUNCT
ejpam-6257	1	50	amal	amal	PROPN
ejpam-6257	1	51	hussain	hussain	PROPN
ejpam-6257	1	52	alajmi2	alajmi2	PROPN
ejpam-6257	1	53	1	1	NUM
ejpam-6257	1	54	faculty	faculty	NOUN
ejpam-6257	1	55	of	of	ADP
ejpam-6257	1	56	science	science	NOUN
ejpam-6257	1	57	,	,	PUNCT
ejpam-6257	1	58	department	department	NOUN
ejpam-6257	1	59	of	of	ADP
ejpam-6257	1	60	mathematics	mathematics	PROPN
ejpam-6257	1	61	kuwait	kuwait	PROPN
ejpam-6257	1	62	university	university	PROPN
ejpam-6257	1	63	,	,	PUNCT
ejpam-6257	1	64	kuwait	kuwait	PROPN
ejpam-6257	1	65	2	2	NUM
ejpam-6257	1	66	department	department	NOUN
ejpam-6257	1	67	of	of	ADP
ejpam-6257	1	68	curriculum	curriculum	NOUN
ejpam-6257	1	69	and	and	CCONJ
ejpam-6257	1	70	instruction	instruction	NOUN
ejpam-6257	1	71	,	,	PUNCT
ejpam-6257	1	72	college	college	NOUN
ejpam-6257	1	73	of	of	ADP
ejpam-6257	1	74	education	education	NOUN
ejpam-6257	1	75	,	,	PUNCT
ejpam-6257	1	76	kuwait	kuwait	PROPN
ejpam-6257	1	77	university	university	PROPN
ejpam-6257	1	78	,	,	PUNCT
ejpam-6257	1	79	kuwait	kuwait	PROPN
ejpam-6257	1	80	abstract	abstract	PROPN
ejpam-6257	1	81	.	.	PUNCT
ejpam-6257	2	1	fuzzy	fuzzy	ADJ
ejpam-6257	2	2	logic	logic	NOUN
ejpam-6257	2	3	has	have	AUX
ejpam-6257	2	4	become	become	VERB
ejpam-6257	2	5	a	a	DET
ejpam-6257	2	6	critical	critical	ADJ
ejpam-6257	2	7	tool	tool	NOUN
ejpam-6257	2	8	in	in	ADP
ejpam-6257	2	9	handling	handle	VERB
ejpam-6257	2	10	uncertainty	uncertainty	NOUN
ejpam-6257	2	11	in	in	ADP
ejpam-6257	2	12	decision	decision	NOUN
ejpam-6257	2	13	-	-	PUNCT
ejpam-6257	2	14	making	make	VERB
ejpam-6257	2	15	systems	system	NOUN
ejpam-6257	2	16	,	,	PUNCT
ejpam-6257	2	17	especially	especially	ADV
ejpam-6257	2	18	those	those	PRON
ejpam-6257	2	19	that	that	PRON
ejpam-6257	2	20	require	require	VERB
ejpam-6257	2	21	subjective	subjective	ADJ
ejpam-6257	2	22	human	human	ADJ
ejpam-6257	2	23	judgment	judgment	NOUN
ejpam-6257	2	24	.	.	PUNCT
ejpam-6257	3	1	this	this	DET
ejpam-6257	3	2	paper	paper	NOUN
ejpam-6257	3	3	aims	aim	VERB
ejpam-6257	3	4	to	to	PART
ejpam-6257	3	5	introduce	introduce	VERB
ejpam-6257	3	6	an	an	DET
ejpam-6257	3	7	advanced	advanced	ADJ
ejpam-6257	3	8	fuzzy	fuzzy	ADJ
ejpam-6257	3	9	logic	logic	NOUN
ejpam-6257	3	10	-	-	PUNCT
ejpam-6257	3	11	based	base	VERB
ejpam-6257	3	12	grading	grading	NOUN
ejpam-6257	3	13	system	system	NOUN
ejpam-6257	3	14	for	for	ADP
ejpam-6257	3	15	evaluating	evaluate	VERB
ejpam-6257	3	16	mathematical	mathematical	ADJ
ejpam-6257	3	17	proofs	proof	NOUN
ejpam-6257	3	18	with	with	ADP
ejpam-6257	3	19	improved	improved	ADJ
ejpam-6257	3	20	consistency	consistency	NOUN
ejpam-6257	3	21	,	,	PUNCT
ejpam-6257	3	22	flexibility	flexibility	NOUN
ejpam-6257	3	23	,	,	PUNCT
ejpam-6257	3	24	and	and	CCONJ
ejpam-6257	3	25	automation	automation	NOUN
ejpam-6257	3	26	of	of	ADP
ejpam-6257	3	27	grading	grade	VERB
ejpam-6257	3	28	processes	process	NOUN
ejpam-6257	3	29	in	in	ADP
ejpam-6257	3	30	mathematical	mathematical	ADJ
ejpam-6257	3	31	education	education	NOUN
ejpam-6257	3	32	.	.	PUNCT
ejpam-6257	4	1	this	this	DET
ejpam-6257	4	2	study	study	NOUN
ejpam-6257	4	3	proposes	propose	VERB
ejpam-6257	4	4	a	a	DET
ejpam-6257	4	5	refined	refined	ADJ
ejpam-6257	4	6	fuzzy	fuzzy	ADJ
ejpam-6257	4	7	logic	logic	NOUN
ejpam-6257	4	8	system	system	NOUN
ejpam-6257	4	9	implemented	implement	VERB
ejpam-6257	4	10	in	in	ADP
ejpam-6257	4	11	python	python	NOUN
ejpam-6257	4	12	to	to	PART
ejpam-6257	4	13	assess	assess	VERB
ejpam-6257	4	14	the	the	DET
ejpam-6257	4	15	correctness	correctness	NOUN
ejpam-6257	4	16	of	of	ADP
ejpam-6257	4	17	students	student	NOUN
ejpam-6257	4	18	’	'	PUNCT
ejpam-6257	4	19	proofs	proof	NOUN
ejpam-6257	4	20	based	base	VERB
ejpam-6257	4	21	on	on	ADP
ejpam-6257	4	22	four	four	NUM
ejpam-6257	4	23	core	core	NOUN
ejpam-6257	4	24	questions	question	NOUN
ejpam-6257	4	25	:	:	PUNCT
ejpam-6257	4	26	assumptions	assumption	NOUN
ejpam-6257	4	27	and	and	CCONJ
ejpam-6257	4	28	conclusions	conclusion	NOUN
ejpam-6257	4	29	,	,	PUNCT
ejpam-6257	4	30	correct	correct	ADJ
ejpam-6257	4	31	definitions	definition	NOUN
ejpam-6257	4	32	,	,	PUNCT
ejpam-6257	4	33	appropriate	appropriate	ADJ
ejpam-6257	4	34	proof	proof	ADJ
ejpam-6257	4	35	methods	method	NOUN
ejpam-6257	4	36	,	,	PUNCT
ejpam-6257	4	37	and	and	CCONJ
ejpam-6257	4	38	logical	logical	ADJ
ejpam-6257	4	39	reasoning	reasoning	NOUN
ejpam-6257	4	40	.	.	PUNCT
ejpam-6257	5	1	the	the	DET
ejpam-6257	5	2	proposed	propose	VERB
ejpam-6257	5	3	system	system	NOUN
ejpam-6257	5	4	utilized	utilize	VERB
ejpam-6257	5	5	the	the	DET
ejpam-6257	5	6	fuzzy	fuzzy	ADJ
ejpam-6257	5	7	logic	logic	NOUN
ejpam-6257	5	8	technique	technique	NOUN
ejpam-6257	5	9	of	of	ADP
ejpam-6257	5	10	fuzzification	fuzzification	NOUN
ejpam-6257	5	11	,	,	PUNCT
ejpam-6257	5	12	rule	rule	NOUN
ejpam-6257	5	13	-	-	PUNCT
ejpam-6257	5	14	based	base	VERB
ejpam-6257	5	15	inference	inference	NOUN
ejpam-6257	5	16	,	,	PUNCT
ejpam-6257	5	17	and	and	CCONJ
ejpam-6257	5	18	defuzzification	defuzzification	NOUN
ejpam-6257	5	19	to	to	PART
ejpam-6257	5	20	evaluate	evaluate	VERB
ejpam-6257	5	21	a	a	DET
ejpam-6257	5	22	score	score	NOUN
ejpam-6257	5	23	between	between	ADP
ejpam-6257	5	24	”	"	PUNCT
ejpam-6257	5	25	correct	correct	ADJ
ejpam-6257	5	26	”	"	PUNCT
ejpam-6257	5	27	and	and	CCONJ
ejpam-6257	5	28	”	"	PUNCT
ejpam-6257	5	29	false	false	ADJ
ejpam-6257	5	30	”	"	PUNCT
ejpam-6257	5	31	in	in	ADP
ejpam-6257	5	32	points	point	NOUN
ejpam-6257	5	33	from	from	ADP
ejpam-6257	5	34	0	0	NUM
ejpam-6257	5	35	to	to	ADP
ejpam-6257	5	36	10	10	NUM
ejpam-6257	5	37	.	.	PUNCT
ejpam-6257	6	1	the	the	DET
ejpam-6257	6	2	system	system	NOUN
ejpam-6257	6	3	was	be	AUX
ejpam-6257	6	4	tested	test	VERB
ejpam-6257	6	5	using	use	VERB
ejpam-6257	6	6	student	student	NOUN
ejpam-6257	6	7	data	datum	NOUN
ejpam-6257	6	8	while	while	SCONJ
ejpam-6257	6	9	fuzzy	fuzzy	ADJ
ejpam-6257	6	10	grades	grade	NOUN
ejpam-6257	6	11	were	be	AUX
ejpam-6257	6	12	assessed	assess	VERB
ejpam-6257	6	13	together	together	ADV
ejpam-6257	6	14	with	with	ADP
ejpam-6257	6	15	the	the	DET
ejpam-6257	6	16	grades	grade	NOUN
ejpam-6257	6	17	assigned	assign	VERB
ejpam-6257	6	18	by	by	ADP
ejpam-6257	6	19	the	the	DET
ejpam-6257	6	20	professor	professor	NOUN
ejpam-6257	6	21	.	.	PUNCT
ejpam-6257	7	1	the	the	DET
ejpam-6257	7	2	results	result	NOUN
ejpam-6257	7	3	show	show	VERB
ejpam-6257	7	4	that	that	SCONJ
ejpam-6257	7	5	the	the	DET
ejpam-6257	7	6	system	system	NOUN
ejpam-6257	7	7	provides	provide	VERB
ejpam-6257	7	8	a	a	DET
ejpam-6257	7	9	subtler	subtle	ADJ
ejpam-6257	7	10	and	and	CCONJ
ejpam-6257	7	11	more	more	ADV
ejpam-6257	7	12	reliable	reliable	ADJ
ejpam-6257	7	13	grading	grade	VERB
ejpam-6257	7	14	procedure	procedure	NOUN
ejpam-6257	7	15	,	,	PUNCT
ejpam-6257	7	16	which	which	PRON
ejpam-6257	7	17	handles	handle	VERB
ejpam-6257	7	18	partial	partial	ADJ
ejpam-6257	7	19	correctness	correctness	NOUN
ejpam-6257	7	20	better	well	ADJ
ejpam-6257	7	21	than	than	ADP
ejpam-6257	7	22	the	the	DET
ejpam-6257	7	23	traditional	traditional	ADJ
ejpam-6257	7	24	binary	binary	ADJ
ejpam-6257	7	25	methods	method	NOUN
ejpam-6257	7	26	.	.	PUNCT
ejpam-6257	8	1	it	it	PRON
ejpam-6257	8	2	addresses	address	VERB
ejpam-6257	8	3	the	the	DET
ejpam-6257	8	4	gap	gap	NOUN
ejpam-6257	8	5	in	in	ADP
ejpam-6257	8	6	grading	grade	VERB
ejpam-6257	8	7	the	the	DET
ejpam-6257	8	8	mathematical	mathematical	ADJ
ejpam-6257	8	9	proof	proof	NOUN
ejpam-6257	8	10	by	by	ADP
ejpam-6257	8	11	introducing	introduce	VERB
ejpam-6257	8	12	an	an	DET
ejpam-6257	8	13	adaptive	adaptive	ADJ
ejpam-6257	8	14	,	,	PUNCT
ejpam-6257	8	15	computationally	computationally	ADV
ejpam-6257	8	16	efficient	efficient	ADJ
ejpam-6257	8	17	,	,	PUNCT
ejpam-6257	8	18	and	and	CCONJ
ejpam-6257	8	19	consistent	consistent	ADJ
ejpam-6257	8	20	solution	solution	NOUN
ejpam-6257	8	21	.	.	PUNCT
ejpam-6257	9	1	2020	2020	NUM
ejpam-6257	9	2	mathematics	mathematic	NOUN
ejpam-6257	9	3	subject	subject	NOUN
ejpam-6257	9	4	classifications	classification	NOUN
ejpam-6257	9	5	:	:	PUNCT
ejpam-6257	9	6	03b52	03b52	NUM
ejpam-6257	9	7	,	,	PUNCT
ejpam-6257	9	8	03f03	03f03	NUM
ejpam-6257	9	9	,	,	PUNCT
ejpam-6257	9	10	68t05	68t05	NUM
ejpam-6257	9	11	,	,	PUNCT
ejpam-6257	9	12	97d20	97d20	NUM
ejpam-6257	9	13	key	key	ADJ
ejpam-6257	9	14	words	word	NOUN
ejpam-6257	9	15	and	and	CCONJ
ejpam-6257	9	16	phrases	phrase	NOUN
ejpam-6257	9	17	:	:	PUNCT
ejpam-6257	9	18	fuzzy	fuzzy	ADJ
ejpam-6257	9	19	logic	logic	NOUN
ejpam-6257	9	20	,	,	PUNCT
ejpam-6257	9	21	mathematical	mathematical	ADJ
ejpam-6257	9	22	proof	proof	ADJ
ejpam-6257	9	23	evaluation	evaluation	NOUN
ejpam-6257	9	24	,	,	PUNCT
ejpam-6257	9	25	learning	learning	NOUN
ejpam-6257	9	26	and	and	CCONJ
ejpam-6257	9	27	adaptive	adaptive	ADJ
ejpam-6257	9	28	systems	system	NOUN
ejpam-6257	9	29	in	in	ADP
ejpam-6257	9	30	artificial	artificial	ADJ
ejpam-6257	9	31	intelligence	intelligence	NOUN
ejpam-6257	9	32	,	,	PUNCT
ejpam-6257	9	33	educational	educational	ADJ
ejpam-6257	9	34	assessment	assessment	NOUN
ejpam-6257	9	35	1	1	NUM
ejpam-6257	9	36	.	.	PUNCT
ejpam-6257	10	1	introduction	introduction	NOUN
ejpam-6257	10	2	fuzzy	fuzzy	ADJ
ejpam-6257	10	3	logic	logic	NOUN
ejpam-6257	10	4	is	be	AUX
ejpam-6257	10	5	a	a	DET
ejpam-6257	10	6	type	type	NOUN
ejpam-6257	10	7	of	of	ADP
ejpam-6257	10	8	many	many	ADV
ejpam-6257	10	9	-	-	PUNCT
ejpam-6257	10	10	valued	value	VERB
ejpam-6257	10	11	logic	logic	NOUN
ejpam-6257	10	12	in	in	ADP
ejpam-6257	10	13	which	which	PRON
ejpam-6257	10	14	the	the	DET
ejpam-6257	10	15	truth	truth	NOUN
ejpam-6257	10	16	value	value	NOUN
ejpam-6257	10	17	of	of	ADP
ejpam-6257	10	18	variables	variable	NOUN
ejpam-6257	10	19	can	can	AUX
ejpam-6257	10	20	be	be	AUX
ejpam-6257	10	21	any	any	DET
ejpam-6257	10	22	real	real	ADJ
ejpam-6257	10	23	number	number	NOUN
ejpam-6257	10	24	between	between	ADP
ejpam-6257	10	25	0	0	NUM
ejpam-6257	10	26	and	and	CCONJ
ejpam-6257	10	27	1	1	NUM
ejpam-6257	10	28	.	.	PUNCT
ejpam-6257	11	1	in	in	ADP
ejpam-6257	11	2	boolean	boolean	ADJ
ejpam-6257	11	3	logic	logic	NOUN
ejpam-6257	11	4	,	,	PUNCT
ejpam-6257	11	5	the	the	DET
ejpam-6257	11	6	truth	truth	NOUN
ejpam-6257	11	7	value	value	NOUN
ejpam-6257	11	8	is	be	AUX
ejpam-6257	11	9	confined	confine	VERB
ejpam-6257	11	10	to	to	ADP
ejpam-6257	11	11	the	the	DET
ejpam-6257	11	12	integers	integer	NOUN
ejpam-6257	11	13	0	0	NUM
ejpam-6257	11	14	or	or	CCONJ
ejpam-6257	11	15	1	1	NUM
ejpam-6257	11	16	.	.	PUNCT
ejpam-6257	12	1	the	the	DET
ejpam-6257	12	2	concept	concept	NOUN
ejpam-6257	12	3	of	of	ADP
ejpam-6257	12	4	fuzzy	fuzzy	ADJ
ejpam-6257	12	5	logic	logic	NOUN
ejpam-6257	12	6	was	be	AUX
ejpam-6257	12	7	first	first	ADV
ejpam-6257	12	8	published	publish	VERB
ejpam-6257	12	9	by	by	ADP
ejpam-6257	12	10	mathematician	mathematician	PROPN
ejpam-6257	12	11	lotfi	lotfi	PROPN
ejpam-6257	12	12	zadeh	zadeh	PROPN
ejpam-6257	12	13	in	in	ADP
ejpam-6257	12	14	1965	1965	NUM
ejpam-6257	12	15	when	when	SCONJ
ejpam-6257	12	16	he	he	PRON
ejpam-6257	12	17	developed	develop	VERB
ejpam-6257	12	18	the	the	DET
ejpam-6257	12	19	fuzzy	fuzzy	ADJ
ejpam-6257	12	20	set	set	NOUN
ejpam-6257	12	21	theory	theory	NOUN
ejpam-6257	12	22	.	.	PUNCT
ejpam-6257	13	1	although	although	SCONJ
ejpam-6257	13	2	it	it	PRON
ejpam-6257	13	3	derives	derive	VERB
ejpam-6257	13	4	from	from	ADP
ejpam-6257	13	5	infinitevalued	infinitevalue	VERB
ejpam-6257	13	6	logic	logic	NOUN
ejpam-6257	13	7	discovered	discover	VERB
ejpam-6257	13	8	and	and	CCONJ
ejpam-6257	13	9	studied	study	VERB
ejpam-6257	13	10	as	as	ADV
ejpam-6257	13	11	early	early	ADV
ejpam-6257	13	12	as	as	ADP
ejpam-6257	13	13	1920	1920	NUM
ejpam-6257	13	14	by	by	ADP
ejpam-6257	13	15	lukasiewicz	lukasiewicz	ADJ
ejpam-6257	13	16	and	and	CCONJ
ejpam-6257	13	17	tarski	tarski	ADJ
ejpam-6257	13	18	,	,	PUNCT
ejpam-6257	13	19	fuzzy	fuzzy	ADJ
ejpam-6257	13	20	sets	set	NOUN
ejpam-6257	13	21	emphasize	emphasize	VERB
ejpam-6257	13	22	the	the	DET
ejpam-6257	13	23	way	way	NOUN
ejpam-6257	13	24	that	that	PRON
ejpam-6257	13	25	humans	human	NOUN
ejpam-6257	13	26	frequently	frequently	ADV
ejpam-6257	13	27	make	make	VERB
ejpam-6257	13	28	decisions	decision	NOUN
ejpam-6257	13	29	,	,	PUNCT
ejpam-6257	13	30	making	make	VERB
ejpam-6257	13	31	use	use	NOUN
ejpam-6257	13	32	of	of	ADP
ejpam-6257	13	33	non	non	ADJ
ejpam-6257	13	34	-	-	ADJ
ejpam-6257	13	35	numerically	numerically	ADV
ejpam-6257	13	36	∗corresponding	∗corresponde	VERB
ejpam-6257	13	37	author	author	NOUN
ejpam-6257	13	38	.	.	PUNCT
ejpam-6257	14	1	doi	doi	NOUN
ejpam-6257	14	2	:	:	PUNCT
ejpam-6257	14	3	https://doi.org/10.29020/nybg.ejpam.v18i3.6257	https://doi.org/10.29020/nybg.ejpam.v18i3.6257	NOUN
ejpam-6257	14	4	email	email	NOUN
ejpam-6257	14	5	addresses	address	NOUN
ejpam-6257	14	6	:	:	PUNCT
ejpam-6257	14	7	maryam.alkandari@ku.edu.kw	maryam.alkandari@ku.edu.kw	NOUN
ejpam-6257	14	8	(	(	PUNCT
ejpam-6257	14	9	m.	m.	NOUN
ejpam-6257	14	10	m.	m.	NOUN
ejpam-6257	14	11	alkandari	alkandari	ADJ
ejpam-6257	14	12	)	)	PUNCT
ejpam-6257	14	13	,	,	PUNCT
ejpam-6257	14	14	alajmi.a@ku.edu.kw	alajmi.a@ku.edu.kw	PUNCT
ejpam-6257	14	15	(	(	PUNCT
ejpam-6257	14	16	a.	a.	PROPN
ejpam-6257	14	17	h.	h.	PROPN
ejpam-6257	14	18	alajmi	alajmi	PROPN
ejpam-6257	14	19	)	)	PUNCT
ejpam-6257	14	20	https://www.ejpam.com	https://www.ejpam.com	X
ejpam-6257	15	1	1	1	NUM
ejpam-6257	15	2	copyright	copyright	NOUN
ejpam-6257	15	3	:	:	PUNCT
ejpam-6257	15	4	©	©	PROPN
ejpam-6257	15	5	2025	2025	NUM
ejpam-6257	15	6	the	the	DET
ejpam-6257	15	7	author(s	author(s	NOUN
ejpam-6257	15	8	)	)	PUNCT
ejpam-6257	15	9	.	.	PUNCT
ejpam-6257	16	1	(	(	PUNCT
ejpam-6257	16	2	cc	cc	NOUN
ejpam-6257	16	3	by	by	ADP
ejpam-6257	16	4	-	-	PUNCT
ejpam-6257	16	5	nc	nc	PROPN
ejpam-6257	16	6	4.0	4.0	NUM
ejpam-6257	16	7	)	)	PUNCT
ejpam-6257	16	8	m.	m.	NOUN
ejpam-6257	16	9	m.	m.	NOUN
ejpam-6257	16	10	alkandari	alkandari	PROPN
ejpam-6257	16	11	,	,	PUNCT
ejpam-6257	16	12	a.	a.	PROPN
ejpam-6257	16	13	h.	h.	PROPN
ejpam-6257	16	14	alajmi	alajmi	PROPN
ejpam-6257	16	15	/	/	SYM
ejpam-6257	16	16	eur	eur	PROPN
ejpam-6257	16	17	.	.	PUNCT
ejpam-6257	17	1	j.	j.	PROPN
ejpam-6257	17	2	pure	pure	PROPN
ejpam-6257	17	3	appl	appl	PROPN
ejpam-6257	17	4	.	.	PROPN
ejpam-6257	17	5	math	math	PROPN
ejpam-6257	17	6	,	,	PUNCT
ejpam-6257	17	7	18	18	NUM
ejpam-6257	17	8	(	(	PUNCT
ejpam-6257	17	9	3	3	NUM
ejpam-6257	17	10	)	)	PUNCT
ejpam-6257	17	11	(	(	PUNCT
ejpam-6257	17	12	2025	2025	NUM
ejpam-6257	17	13	)	)	PUNCT
ejpam-6257	17	14	,	,	PUNCT
ejpam-6257	17	15	6257	6257	NUM
ejpam-6257	17	16	2	2	NUM
ejpam-6257	17	17	of	of	ADP
ejpam-6257	17	18	25	25	NUM
ejpam-6257	17	19	based	base	VERB
ejpam-6257	17	20	information	information	NOUN
ejpam-6257	17	21	.	.	PUNCT
ejpam-6257	18	1	fuzzy	fuzzy	ADJ
ejpam-6257	18	2	or	or	CCONJ
ejpam-6257	18	3	fuzzy	fuzzy	ADJ
ejpam-6257	18	4	models	model	NOUN
ejpam-6257	18	5	act	act	VERB
ejpam-6257	18	6	as	as	ADP
ejpam-6257	18	7	a	a	DET
ejpam-6257	18	8	representation	representation	NOUN
ejpam-6257	18	9	of	of	ADP
ejpam-6257	18	10	the	the	DET
ejpam-6257	18	11	lack	lack	NOUN
ejpam-6257	18	12	of	of	ADP
ejpam-6257	18	13	clarity	clarity	NOUN
ejpam-6257	18	14	and	and	CCONJ
ejpam-6257	18	15	imprecise	imprecise	ADJ
ejpam-6257	18	16	information	information	NOUN
ejpam-6257	18	17	and	and	CCONJ
ejpam-6257	18	18	allow	allow	VERB
ejpam-6257	18	19	for	for	ADP
ejpam-6257	18	20	the	the	DET
ejpam-6257	18	21	representation	representation	NOUN
ejpam-6257	18	22	of	of	ADP
ejpam-6257	18	23	uncertainty	uncertainty	NOUN
ejpam-6257	18	24	and	and	CCONJ
ejpam-6257	18	25	ambiguity	ambiguity	NOUN
ejpam-6257	18	26	in	in	ADP
ejpam-6257	18	27	a	a	DET
ejpam-6257	18	28	mathematical	mathematical	ADJ
ejpam-6257	18	29	sense	sense	NOUN
ejpam-6257	18	30	.	.	PUNCT
ejpam-6257	19	1	fuzzy	fuzzy	ADJ
ejpam-6257	19	2	models	model	NOUN
ejpam-6257	19	3	can	can	AUX
ejpam-6257	19	4	identify	identify	VERB
ejpam-6257	19	5	,	,	PUNCT
ejpam-6257	19	6	interpret	interpret	VERB
ejpam-6257	19	7	,	,	PUNCT
ejpam-6257	19	8	and	and	CCONJ
ejpam-6257	19	9	manipulate	manipulate	VERB
ejpam-6257	19	10	uncertain	uncertain	ADJ
ejpam-6257	19	11	data	datum	NOUN
ejpam-6257	19	12	and	and	CCONJ
ejpam-6257	19	13	information	information	NOUN
ejpam-6257	19	14	.	.	PUNCT
ejpam-6257	20	1	fuzzy	fuzzy	ADJ
ejpam-6257	20	2	logic	logic	NOUN
ejpam-6257	20	3	has	have	VERB
ejpam-6257	20	4	many	many	ADJ
ejpam-6257	20	5	applications	application	NOUN
ejpam-6257	20	6	,	,	PUNCT
ejpam-6257	20	7	such	such	ADJ
ejpam-6257	20	8	as	as	ADP
ejpam-6257	20	9	in	in	ADP
ejpam-6257	20	10	control	control	NOUN
ejpam-6257	20	11	theory	theory	NOUN
ejpam-6257	20	12	and	and	CCONJ
ejpam-6257	20	13	artificial	artificial	ADJ
ejpam-6257	20	14	intelligence	intelligence	NOUN
ejpam-6257	20	15	[	[	X
ejpam-6257	20	16	1,2	1,2	NUM
ejpam-6257	20	17	]	]	PUNCT
ejpam-6257	20	18	.	.	PUNCT
ejpam-6257	21	1	the	the	DET
ejpam-6257	21	2	data	datum	NOUN
ejpam-6257	21	3	we	we	PRON
ejpam-6257	21	4	can	can	AUX
ejpam-6257	21	5	glean	glean	VERB
ejpam-6257	21	6	from	from	ADP
ejpam-6257	21	7	various	various	ADJ
ejpam-6257	21	8	traditional	traditional	ADJ
ejpam-6257	21	9	and	and	CCONJ
ejpam-6257	21	10	online	online	ADJ
ejpam-6257	21	11	educational	educational	ADJ
ejpam-6257	21	12	institutions	institution	NOUN
ejpam-6257	21	13	around	around	ADP
ejpam-6257	21	14	the	the	DET
ejpam-6257	21	15	world	world	NOUN
ejpam-6257	21	16	is	be	AUX
ejpam-6257	21	17	growing	grow	VERB
ejpam-6257	21	18	in	in	ADP
ejpam-6257	21	19	terms	term	NOUN
ejpam-6257	21	20	of	of	ADP
ejpam-6257	21	21	data	datum	NOUN
ejpam-6257	21	22	analysis	analysis	NOUN
ejpam-6257	21	23	;	;	PUNCT
ejpam-6257	21	24	several	several	ADJ
ejpam-6257	21	25	initiatives	initiative	NOUN
ejpam-6257	21	26	have	have	AUX
ejpam-6257	21	27	come	come	VERB
ejpam-6257	21	28	to	to	PART
ejpam-6257	21	29	help	help	VERB
ejpam-6257	21	30	students	student	NOUN
ejpam-6257	21	31	,	,	PUNCT
ejpam-6257	21	32	and	and	CCONJ
ejpam-6257	21	33	educators	educator	NOUN
ejpam-6257	21	34	,	,	PUNCT
ejpam-6257	21	35	in	in	ADP
ejpam-6257	21	36	virtual	virtual	ADJ
ejpam-6257	21	37	-	-	PUNCT
ejpam-6257	21	38	type	type	NOUN
ejpam-6257	21	39	courses	course	NOUN
ejpam-6257	21	40	,	,	PUNCT
ejpam-6257	21	41	track	track	VERB
ejpam-6257	21	42	and	and	CCONJ
ejpam-6257	21	43	manage	manage	VERB
ejpam-6257	21	44	academic	academic	ADJ
ejpam-6257	21	45	performance	performance	NOUN
ejpam-6257	21	46	in	in	ADP
ejpam-6257	21	47	competency	competency	NOUN
ejpam-6257	21	48	-	-	PUNCT
ejpam-6257	21	49	type	type	NOUN
ejpam-6257	21	50	learning	learning	NOUN
ejpam-6257	21	51	.	.	PUNCT
ejpam-6257	22	1	the	the	DET
ejpam-6257	22	2	educator	educator	NOUN
ejpam-6257	22	3	assesses	assess	VERB
ejpam-6257	22	4	student	student	NOUN
ejpam-6257	22	5	capabilities	capability	NOUN
ejpam-6257	22	6	and	and	CCONJ
ejpam-6257	22	7	keeps	keep	VERB
ejpam-6257	22	8	track	track	NOUN
ejpam-6257	22	9	of	of	ADP
ejpam-6257	22	10	them	they	PRON
ejpam-6257	22	11	[	[	X
ejpam-6257	22	12	3	3	NUM
ejpam-6257	22	13	]	]	PUNCT
ejpam-6257	22	14	.	.	PUNCT
ejpam-6257	23	1	an	an	DET
ejpam-6257	23	2	important	important	ADJ
ejpam-6257	23	3	foundational	foundational	ADJ
ejpam-6257	23	4	component	component	NOUN
ejpam-6257	23	5	of	of	ADP
ejpam-6257	23	6	mathematics	mathematic	NOUN
ejpam-6257	23	7	is	be	AUX
ejpam-6257	23	8	mathematical	mathematical	ADJ
ejpam-6257	23	9	proof	proof	NOUN
ejpam-6257	23	10	(	(	PUNCT
ejpam-6257	23	11	which	which	PRON
ejpam-6257	23	12	is	be	AUX
ejpam-6257	23	13	important	important	ADJ
ejpam-6257	23	14	in	in	ADP
ejpam-6257	23	15	substantiating	substantiate	VERB
ejpam-6257	23	16	statements	statement	NOUN
ejpam-6257	23	17	and	and	CCONJ
ejpam-6257	23	18	explanations	explanation	NOUN
ejpam-6257	23	19	for	for	ADP
ejpam-6257	23	20	their	their	PRON
ejpam-6257	23	21	correctness	correctness	NOUN
ejpam-6257	23	22	)	)	PUNCT
ejpam-6257	23	23	.	.	PUNCT
ejpam-6257	24	1	the	the	DET
ejpam-6257	24	2	pivotal	pivotal	ADJ
ejpam-6257	24	3	element	element	NOUN
ejpam-6257	24	4	of	of	ADP
ejpam-6257	24	5	mathematics	mathematic	NOUN
ejpam-6257	24	6	is	be	AUX
ejpam-6257	24	7	mathematical	mathematical	ADJ
ejpam-6257	24	8	proof	proof	NOUN
ejpam-6257	24	9	.	.	PUNCT
ejpam-6257	25	1	it	it	PRON
ejpam-6257	25	2	is	be	AUX
ejpam-6257	25	3	critical	critical	ADJ
ejpam-6257	25	4	to	to	PART
ejpam-6257	25	5	check	check	VERB
ejpam-6257	25	6	whether	whether	SCONJ
ejpam-6257	25	7	the	the	DET
ejpam-6257	25	8	assertions	assertion	NOUN
ejpam-6257	25	9	are	be	AUX
ejpam-6257	25	10	valid	valid	ADJ
ejpam-6257	25	11	,	,	PUNCT
ejpam-6257	25	12	and	and	CCONJ
ejpam-6257	25	13	it	it	PRON
ejpam-6257	25	14	can	can	AUX
ejpam-6257	25	15	also	also	ADV
ejpam-6257	25	16	be	be	AUX
ejpam-6257	25	17	used	use	VERB
ejpam-6257	25	18	to	to	PART
ejpam-6257	25	19	explain	explain	VERB
ejpam-6257	25	20	why	why	SCONJ
ejpam-6257	25	21	they	they	PRON
ejpam-6257	25	22	are	be	AUX
ejpam-6257	25	23	correct	correct	ADJ
ejpam-6257	25	24	.	.	PUNCT
ejpam-6257	26	1	however	however	ADV
ejpam-6257	26	2	,	,	PUNCT
ejpam-6257	26	3	proofs	proof	NOUN
ejpam-6257	26	4	serve	serve	VERB
ejpam-6257	26	5	more	more	ADJ
ejpam-6257	26	6	than	than	ADP
ejpam-6257	26	7	just	just	ADV
ejpam-6257	26	8	the	the	DET
ejpam-6257	26	9	validation	validation	NOUN
ejpam-6257	26	10	of	of	ADP
ejpam-6257	26	11	assertions	assertion	NOUN
ejpam-6257	26	12	.	.	PUNCT
ejpam-6257	27	1	proofs	proof	NOUN
ejpam-6257	27	2	also	also	ADV
ejpam-6257	27	3	aid	aid	VERB
ejpam-6257	27	4	one	one	NUM
ejpam-6257	27	5	’s	’s	PART
ejpam-6257	27	6	understanding	understanding	NOUN
ejpam-6257	27	7	of	of	ADP
ejpam-6257	27	8	the	the	DET
ejpam-6257	27	9	underlying	underlying	ADJ
ejpam-6257	27	10	concepts	concept	NOUN
ejpam-6257	27	11	and	and	CCONJ
ejpam-6257	27	12	develop	develop	VERB
ejpam-6257	27	13	analytical	analytical	ADJ
ejpam-6257	27	14	skills	skill	NOUN
ejpam-6257	27	15	.	.	PUNCT
ejpam-6257	28	1	they	they	PRON
ejpam-6257	28	2	are	be	AUX
ejpam-6257	28	3	important	important	ADJ
ejpam-6257	28	4	in	in	ADP
ejpam-6257	28	5	linking	link	VERB
ejpam-6257	28	6	ideas	idea	NOUN
ejpam-6257	28	7	together	together	ADV
ejpam-6257	28	8	;	;	PUNCT
ejpam-6257	28	9	they	they	PRON
ejpam-6257	28	10	enable	enable	VERB
ejpam-6257	28	11	us	we	PRON
ejpam-6257	28	12	to	to	PART
ejpam-6257	28	13	communicate	communicate	VERB
ejpam-6257	28	14	and	and	CCONJ
ejpam-6257	28	15	organize	organize	VERB
ejpam-6257	28	16	mathematical	mathematical	ADJ
ejpam-6257	28	17	ideas	idea	NOUN
ejpam-6257	28	18	.	.	PUNCT
ejpam-6257	29	1	proofs	proof	NOUN
ejpam-6257	29	2	also	also	ADV
ejpam-6257	29	3	allow	allow	VERB
ejpam-6257	29	4	us	we	PRON
ejpam-6257	29	5	to	to	PART
ejpam-6257	29	6	structure	structure	VERB
ejpam-6257	29	7	ideas	idea	NOUN
ejpam-6257	29	8	logically	logically	ADV
ejpam-6257	29	9	,	,	PUNCT
ejpam-6257	29	10	produce	produce	VERB
ejpam-6257	29	11	mathematical	mathematical	ADJ
ejpam-6257	29	12	statements	statement	NOUN
ejpam-6257	29	13	,	,	PUNCT
ejpam-6257	29	14	and	and	CCONJ
ejpam-6257	29	15	strengthen	strengthen	VERB
ejpam-6257	29	16	reasoning	reasoning	NOUN
ejpam-6257	29	17	skills	skill	NOUN
ejpam-6257	29	18	and	and	CCONJ
ejpam-6257	29	19	thought	think	VERB
ejpam-6257	29	20	processes	process	NOUN
ejpam-6257	29	21	.	.	PUNCT
ejpam-6257	30	1	although	although	SCONJ
ejpam-6257	30	2	traditional	traditional	ADJ
ejpam-6257	30	3	methods	method	NOUN
ejpam-6257	30	4	of	of	ADP
ejpam-6257	30	5	instruction	instruction	NOUN
ejpam-6257	30	6	and	and	CCONJ
ejpam-6257	30	7	correcting	correct	VERB
ejpam-6257	30	8	proof	proof	NOUN
ejpam-6257	30	9	privilege	privilege	VERB
ejpam-6257	30	10	specific	specific	ADJ
ejpam-6257	30	11	rules	rule	NOUN
ejpam-6257	30	12	that	that	PRON
ejpam-6257	30	13	may	may	AUX
ejpam-6257	30	14	not	not	PART
ejpam-6257	30	15	fully	fully	ADV
ejpam-6257	30	16	accommodate	accommodate	VERB
ejpam-6257	30	17	how	how	SCONJ
ejpam-6257	30	18	students	student	NOUN
ejpam-6257	30	19	think	think	VERB
ejpam-6257	30	20	and	and	CCONJ
ejpam-6257	30	21	know	know	VERB
ejpam-6257	30	22	,	,	PUNCT
ejpam-6257	30	23	this	this	DET
ejpam-6257	30	24	investigation	investigation	NOUN
ejpam-6257	30	25	is	be	AUX
ejpam-6257	30	26	aimed	aim	VERB
ejpam-6257	30	27	at	at	ADP
ejpam-6257	30	28	creating	create	VERB
ejpam-6257	30	29	a	a	DET
ejpam-6257	30	30	more	more	ADV
ejpam-6257	30	31	flexible	flexible	ADJ
ejpam-6257	30	32	approach	approach	NOUN
ejpam-6257	30	33	to	to	ADP
ejpam-6257	30	34	correcting	correct	VERB
ejpam-6257	30	35	mathematical	mathematical	ADJ
ejpam-6257	30	36	proofs	proof	NOUN
ejpam-6257	30	37	while	while	SCONJ
ejpam-6257	30	38	maintaining	maintain	VERB
ejpam-6257	30	39	rigor	rigor	NOUN
ejpam-6257	30	40	.	.	PUNCT
ejpam-6257	31	1	in	in	ADP
ejpam-6257	31	2	prior	prior	ADJ
ejpam-6257	31	3	research	research	NOUN
ejpam-6257	31	4	conducted	conduct	VERB
ejpam-6257	31	5	by	by	ADP
ejpam-6257	31	6	a	a	DET
ejpam-6257	31	7	pair	pair	NOUN
ejpam-6257	31	8	of	of	ADP
ejpam-6257	31	9	researchers	researcher	NOUN
ejpam-6257	31	10	,	,	PUNCT
ejpam-6257	31	11	a	a	DET
ejpam-6257	31	12	program	program	NOUN
ejpam-6257	31	13	was	be	AUX
ejpam-6257	31	14	developed	develop	VERB
ejpam-6257	31	15	to	to	PART
ejpam-6257	31	16	teach	teach	VERB
ejpam-6257	31	17	university	university	NOUN
ejpam-6257	31	18	-	-	PUNCT
ejpam-6257	31	19	level	level	NOUN
ejpam-6257	31	20	students	student	NOUN
ejpam-6257	31	21	how	how	SCONJ
ejpam-6257	31	22	to	to	PART
ejpam-6257	31	23	write	write	VERB
ejpam-6257	31	24	detailed	detailed	ADJ
ejpam-6257	31	25	mathematical	mathematical	ADJ
ejpam-6257	31	26	proof	proof	NOUN
ejpam-6257	31	27	in	in	ADP
ejpam-6257	31	28	algebra	algebra	NOUN
ejpam-6257	31	29	.	.	PUNCT
ejpam-6257	32	1	the	the	DET
ejpam-6257	32	2	program	program	NOUN
ejpam-6257	32	3	consisted	consist	VERB
ejpam-6257	32	4	of	of	ADP
ejpam-6257	32	5	three	three	NUM
ejpam-6257	32	6	techniques	technique	NOUN
ejpam-6257	32	7	that	that	PRON
ejpam-6257	32	8	were	be	AUX
ejpam-6257	32	9	directly	directly	ADV
ejpam-6257	32	10	taught	teach	VERB
ejpam-6257	32	11	:	:	PUNCT
ejpam-6257	32	12	direct	direct	ADJ
ejpam-6257	32	13	proof	proof	NOUN
ejpam-6257	32	14	,	,	PUNCT
ejpam-6257	32	15	indirect	indirect	ADJ
ejpam-6257	32	16	proof	proof	NOUN
ejpam-6257	32	17	,	,	PUNCT
ejpam-6257	32	18	and	and	CCONJ
ejpam-6257	32	19	proof	proof	NOUN
ejpam-6257	32	20	by	by	ADP
ejpam-6257	32	21	contradiction	contradiction	NOUN
ejpam-6257	32	22	.	.	PUNCT
ejpam-6257	33	1	it	it	PRON
ejpam-6257	33	2	was	be	AUX
ejpam-6257	33	3	also	also	ADV
ejpam-6257	33	4	the	the	DET
ejpam-6257	33	5	goal	goal	NOUN
ejpam-6257	33	6	of	of	ADP
ejpam-6257	33	7	the	the	DET
ejpam-6257	33	8	program	program	NOUN
ejpam-6257	33	9	to	to	PART
ejpam-6257	33	10	promote	promote	VERB
ejpam-6257	33	11	a	a	DET
ejpam-6257	33	12	positive	positive	ADJ
ejpam-6257	33	13	attitude	attitude	NOUN
ejpam-6257	33	14	about	about	ADP
ejpam-6257	33	15	the	the	DET
ejpam-6257	33	16	role	role	NOUN
ejpam-6257	33	17	and	and	CCONJ
ejpam-6257	33	18	benefit	benefit	NOUN
ejpam-6257	33	19	of	of	ADP
ejpam-6257	33	20	mathematical	mathematical	ADJ
ejpam-6257	33	21	proof	proof	NOUN
ejpam-6257	33	22	in	in	ADP
ejpam-6257	33	23	mathematics	mathematic	NOUN
ejpam-6257	33	24	.	.	PUNCT
ejpam-6257	34	1	the	the	DET
ejpam-6257	34	2	researchers	researcher	NOUN
ejpam-6257	34	3	divided	divide	VERB
ejpam-6257	34	4	the	the	DET
ejpam-6257	34	5	model	model	NOUN
ejpam-6257	34	6	into	into	ADP
ejpam-6257	34	7	four	four	NUM
ejpam-6257	34	8	key	key	ADJ
ejpam-6257	34	9	procedures	procedure	NOUN
ejpam-6257	34	10	for	for	ADP
ejpam-6257	34	11	writing	writing	NOUN
ejpam-6257	34	12	and	and	CCONJ
ejpam-6257	34	13	teaching	teach	VERB
ejpam-6257	34	14	mathematical	mathematical	ADJ
ejpam-6257	34	15	proofs	proof	NOUN
ejpam-6257	34	16	:	:	PUNCT
ejpam-6257	34	17	identifying	identify	VERB
ejpam-6257	34	18	assumptions	assumption	NOUN
ejpam-6257	34	19	and	and	CCONJ
ejpam-6257	34	20	conclusions	conclusion	NOUN
ejpam-6257	34	21	,	,	PUNCT
ejpam-6257	34	22	emphasizing	emphasize	VERB
ejpam-6257	34	23	the	the	DET
ejpam-6257	34	24	distinction	distinction	NOUN
ejpam-6257	34	25	between	between	ADP
ejpam-6257	34	26	them	they	PRON
ejpam-6257	34	27	and	and	CCONJ
ejpam-6257	34	28	how	how	SCONJ
ejpam-6257	34	29	to	to	PART
ejpam-6257	34	30	derive	derive	VERB
ejpam-6257	34	31	them	they	PRON
ejpam-6257	34	32	from	from	ADP
ejpam-6257	34	33	given	give	VERB
ejpam-6257	34	34	theorems	theorem	NOUN
ejpam-6257	34	35	then	then	ADV
ejpam-6257	34	36	,	,	PUNCT
ejpam-6257	34	37	defining	define	VERB
ejpam-6257	34	38	necessary	necessary	ADJ
ejpam-6257	34	39	terms	term	NOUN
ejpam-6257	34	40	,	,	PUNCT
ejpam-6257	34	41	ensuring	ensure	VERB
ejpam-6257	34	42	students	student	NOUN
ejpam-6257	34	43	understand	understand	VERB
ejpam-6257	34	44	and	and	CCONJ
ejpam-6257	34	45	can	can	AUX
ejpam-6257	34	46	use	use	VERB
ejpam-6257	34	47	the	the	DET
ejpam-6257	34	48	definitions	definition	NOUN
ejpam-6257	34	49	required	require	VERB
ejpam-6257	34	50	to	to	PART
ejpam-6257	34	51	prove	prove	VERB
ejpam-6257	34	52	the	the	DET
ejpam-6257	34	53	theorem	theorem	NOUN
ejpam-6257	34	54	,	,	PUNCT
ejpam-6257	34	55	after	after	ADP
ejpam-6257	34	56	that	that	PRON
ejpam-6257	34	57	selecting	select	VERB
ejpam-6257	34	58	the	the	DET
ejpam-6257	34	59	proof	proof	ADJ
ejpam-6257	34	60	method	method	NOUN
ejpam-6257	34	61	:	:	PUNCT
ejpam-6257	34	62	highlighting	highlight	VERB
ejpam-6257	34	63	the	the	DET
ejpam-6257	34	64	differences	difference	NOUN
ejpam-6257	34	65	between	between	ADP
ejpam-6257	34	66	the	the	DET
ejpam-6257	34	67	three	three	NUM
ejpam-6257	34	68	proof	proof	ADJ
ejpam-6257	34	69	methods	method	NOUN
ejpam-6257	34	70	used	use	VERB
ejpam-6257	34	71	in	in	ADP
ejpam-6257	34	72	the	the	DET
ejpam-6257	34	73	study	study	NOUN
ejpam-6257	34	74	,	,	PUNCT
ejpam-6257	34	75	when	when	SCONJ
ejpam-6257	34	76	to	to	PART
ejpam-6257	34	77	use	use	VERB
ejpam-6257	34	78	each	each	DET
ejpam-6257	34	79	method	method	NOUN
ejpam-6257	34	80	,	,	PUNCT
ejpam-6257	34	81	and	and	CCONJ
ejpam-6257	34	82	the	the	DET
ejpam-6257	34	83	steps	step	NOUN
ejpam-6257	34	84	involved	involve	VERB
ejpam-6257	34	85	in	in	ADP
ejpam-6257	34	86	writing	write	VERB
ejpam-6257	34	87	proofs	proof	NOUN
ejpam-6257	34	88	for	for	ADP
ejpam-6257	34	89	each	each	DET
ejpam-6257	34	90	method	method	NOUN
ejpam-6257	34	91	and	and	CCONJ
ejpam-6257	34	92	finally	finally	ADV
ejpam-6257	34	93	,	,	PUNCT
ejpam-6257	34	94	connecting	connect	VERB
ejpam-6257	34	95	and	and	CCONJ
ejpam-6257	34	96	justifying	justify	VERB
ejpam-6257	34	97	statements	statement	NOUN
ejpam-6257	34	98	:	:	PUNCT
ejpam-6257	34	99	using	use	VERB
ejpam-6257	34	100	mathematical	mathematical	ADJ
ejpam-6257	34	101	analysis	analysis	NOUN
ejpam-6257	34	102	and	and	CCONJ
ejpam-6257	34	103	reasoning	reasoning	NOUN
ejpam-6257	34	104	to	to	PART
ejpam-6257	34	105	link	link	VERB
ejpam-6257	34	106	proof	proof	NOUN
ejpam-6257	34	107	steps	step	NOUN
ejpam-6257	34	108	and	and	CCONJ
ejpam-6257	34	109	provide	provide	VERB
ejpam-6257	34	110	justifications	justification	NOUN
ejpam-6257	34	111	.	.	PUNCT
ejpam-6257	35	1	the	the	DET
ejpam-6257	35	2	framework	framework	NOUN
ejpam-6257	35	3	highlighted	highlight	VERB
ejpam-6257	35	4	the	the	DET
ejpam-6257	35	5	need	need	NOUN
ejpam-6257	35	6	to	to	PART
ejpam-6257	35	7	link	link	VERB
ejpam-6257	35	8	and	and	CCONJ
ejpam-6257	35	9	explain	explain	VERB
ejpam-6257	35	10	statements	statement	NOUN
ejpam-6257	35	11	clearly	clearly	ADV
ejpam-6257	35	12	,	,	PUNCT
ejpam-6257	35	13	beginning	begin	VERB
ejpam-6257	35	14	with	with	ADP
ejpam-6257	35	15	the	the	DET
ejpam-6257	35	16	hypothesis	hypothesis	NOUN
ejpam-6257	35	17	,	,	PUNCT
ejpam-6257	35	18	selecting	select	VERB
ejpam-6257	35	19	the	the	DET
ejpam-6257	35	20	best	good	ADJ
ejpam-6257	35	21	proof	proof	NOUN
ejpam-6257	35	22	method	method	NOUN
ejpam-6257	35	23	,	,	PUNCT
ejpam-6257	35	24	and	and	CCONJ
ejpam-6257	35	25	arranging	arrange	VERB
ejpam-6257	35	26	statements	statement	NOUN
ejpam-6257	35	27	in	in	ADP
ejpam-6257	35	28	a	a	DET
ejpam-6257	35	29	logical	logical	ADJ
ejpam-6257	35	30	order	order	NOUN
ejpam-6257	35	31	.	.	PUNCT
ejpam-6257	36	1	each	each	DET
ejpam-6257	36	2	statement	statement	NOUN
ejpam-6257	36	3	should	should	AUX
ejpam-6257	36	4	connect	connect	VERB
ejpam-6257	36	5	to	to	ADP
ejpam-6257	36	6	the	the	DET
ejpam-6257	36	7	next	next	ADJ
ejpam-6257	36	8	,	,	PUNCT
ejpam-6257	36	9	creating	create	VERB
ejpam-6257	36	10	a	a	DET
ejpam-6257	36	11	clear	clear	ADJ
ejpam-6257	36	12	argument	argument	NOUN
ejpam-6257	36	13	based	base	VERB
ejpam-6257	36	14	on	on	ADP
ejpam-6257	36	15	basic	basic	ADJ
ejpam-6257	36	16	rules	rule	NOUN
ejpam-6257	36	17	,	,	PUNCT
ejpam-6257	36	18	key	key	ADJ
ejpam-6257	36	19	theorems	theorem	NOUN
ejpam-6257	36	20	,	,	PUNCT
ejpam-6257	36	21	and	and	CCONJ
ejpam-6257	36	22	relevant	relevant	ADJ
ejpam-6257	36	23	definitions	definition	NOUN
ejpam-6257	36	24	.	.	PUNCT
ejpam-6257	37	1	the	the	DET
ejpam-6257	37	2	researchers	researcher	NOUN
ejpam-6257	37	3	used	use	VERB
ejpam-6257	37	4	these	these	DET
ejpam-6257	37	5	four	four	NUM
ejpam-6257	37	6	points	point	NOUN
ejpam-6257	37	7	to	to	PART
ejpam-6257	37	8	evaluate	evaluate	VERB
ejpam-6257	37	9	student	student	NOUN
ejpam-6257	37	10	’s	’s	PART
ejpam-6257	37	11	proofs	proof	NOUN
ejpam-6257	37	12	and	and	CCONJ
ejpam-6257	37	13	assign	assign	NOUN
ejpam-6257	37	14	grades	grade	NOUN
ejpam-6257	37	15	.	.	PUNCT
ejpam-6257	38	1	the	the	DET
ejpam-6257	38	2	current	current	ADJ
ejpam-6257	38	3	study	study	NOUN
ejpam-6257	38	4	uses	use	VERB
ejpam-6257	38	5	that	that	DET
ejpam-6257	38	6	framework	framework	NOUN
ejpam-6257	38	7	,	,	PUNCT
ejpam-6257	38	8	using	use	VERB
ejpam-6257	38	9	python	python	NOUN
ejpam-6257	38	10	to	to	PART
ejpam-6257	38	11	implement	implement	VERB
ejpam-6257	38	12	a	a	DET
ejpam-6257	38	13	fuzzy	fuzzy	ADJ
ejpam-6257	38	14	system	system	NOUN
ejpam-6257	38	15	for	for	ADP
ejpam-6257	38	16	proof	proof	ADJ
ejpam-6257	38	17	correction	correction	NOUN
ejpam-6257	38	18	by	by	ADP
ejpam-6257	38	19	incorporating	incorporate	VERB
ejpam-6257	38	20	fuzzy	fuzzy	ADJ
ejpam-6257	38	21	sets	set	NOUN
ejpam-6257	38	22	and	and	CCONJ
ejpam-6257	38	23	fuzzy	fuzzy	ADJ
ejpam-6257	38	24	inference	inference	NOUN
ejpam-6257	38	25	systems	system	NOUN
ejpam-6257	38	26	.	.	PUNCT
ejpam-6257	39	1	specifically	specifically	ADV
ejpam-6257	39	2	,	,	PUNCT
ejpam-6257	39	3	the	the	DET
ejpam-6257	39	4	model	model	NOUN
ejpam-6257	39	5	is	be	AUX
ejpam-6257	39	6	applied	apply	VERB
ejpam-6257	39	7	to	to	ADP
ejpam-6257	39	8	student	student	NOUN
ejpam-6257	39	9	proofs	proof	NOUN
ejpam-6257	39	10	from	from	ADP
ejpam-6257	39	11	three	three	NUM
ejpam-6257	39	12	mathematics	mathematic	NOUN
ejpam-6257	39	13	courses	course	NOUN
ejpam-6257	39	14	:	:	PUNCT
ejpam-6257	39	15	introduction	introduction	NOUN
ejpam-6257	39	16	to	to	ADP
ejpam-6257	39	17	abstract	abstract	ADJ
ejpam-6257	39	18	algebra	algebra	NOUN
ejpam-6257	39	19	(	(	PUNCT
ejpam-6257	39	20	course	course	NOUN
ejpam-6257	39	21	261	261	NUM
ejpam-6257	39	22	)	)	PUNCT
ejpam-6257	39	23	,	,	PUNCT
ejpam-6257	39	24	introduction	introduction	NOUN
ejpam-6257	39	25	to	to	ADP
ejpam-6257	39	26	foundations	foundation	NOUN
ejpam-6257	39	27	of	of	ADP
ejpam-6257	39	28	mathematics	mathematic	NOUN
ejpam-6257	39	29	(	(	PUNCT
ejpam-6257	39	30	course	course	NOUN
ejpam-6257	39	31	250	250	NUM
ejpam-6257	39	32	)	)	PUNCT
ejpam-6257	39	33	,	,	PUNCT
ejpam-6257	39	34	and	and	CCONJ
ejpam-6257	39	35	linear	linear	PROPN
ejpam-6257	39	36	algebra	algebra	NOUN
ejpam-6257	39	37	(	(	PUNCT
ejpam-6257	39	38	course	course	NOUN
ejpam-6257	39	39	111	111	NUM
ejpam-6257	39	40	)	)	PUNCT
ejpam-6257	39	41	.	.	PUNCT
ejpam-6257	40	1	this	this	DET
ejpam-6257	40	2	m.	m.	NOUN
ejpam-6257	40	3	m.	m.	NOUN
ejpam-6257	40	4	alkandari	alkandari	PROPN
ejpam-6257	40	5	,	,	PUNCT
ejpam-6257	40	6	a.	a.	PROPN
ejpam-6257	40	7	h.	h.	PROPN
ejpam-6257	40	8	alajmi	alajmi	PROPN
ejpam-6257	40	9	/	/	SYM
ejpam-6257	40	10	eur	eur	PROPN
ejpam-6257	40	11	.	.	PUNCT
ejpam-6257	41	1	j.	j.	PROPN
ejpam-6257	41	2	pure	pure	PROPN
ejpam-6257	41	3	appl	appl	PROPN
ejpam-6257	41	4	.	.	PROPN
ejpam-6257	41	5	math	math	PROPN
ejpam-6257	41	6	,	,	PUNCT
ejpam-6257	41	7	18	18	NUM
ejpam-6257	41	8	(	(	PUNCT
ejpam-6257	41	9	3	3	NUM
ejpam-6257	41	10	)	)	PUNCT
ejpam-6257	41	11	(	(	PUNCT
ejpam-6257	41	12	2025	2025	NUM
ejpam-6257	41	13	)	)	PUNCT
ejpam-6257	41	14	,	,	PUNCT
ejpam-6257	41	15	6257	6257	NUM
ejpam-6257	41	16	3	3	NUM
ejpam-6257	41	17	of	of	ADP
ejpam-6257	41	18	25	25	NUM
ejpam-6257	41	19	research	research	NOUN
ejpam-6257	41	20	aims	aim	VERB
ejpam-6257	41	21	to	to	PART
ejpam-6257	41	22	develop	develop	VERB
ejpam-6257	41	23	a	a	DET
ejpam-6257	41	24	model	model	NOUN
ejpam-6257	41	25	that	that	PRON
ejpam-6257	41	26	can	can	AUX
ejpam-6257	41	27	assess	assess	VERB
ejpam-6257	41	28	students	student	NOUN
ejpam-6257	41	29	’	'	PUNCT
ejpam-6257	41	30	proofs	proof	VERB
ejpam-6257	41	31	more	more	ADV
ejpam-6257	41	32	accurately	accurately	ADV
ejpam-6257	41	33	and	and	CCONJ
ejpam-6257	41	34	provide	provide	VERB
ejpam-6257	41	35	meaningful	meaningful	ADJ
ejpam-6257	41	36	feedback	feedback	NOUN
ejpam-6257	41	37	to	to	PART
ejpam-6257	41	38	enhance	enhance	VERB
ejpam-6257	41	39	their	their	PRON
ejpam-6257	41	40	learning	learning	NOUN
ejpam-6257	41	41	experience	experience	NOUN
ejpam-6257	41	42	.	.	PUNCT
ejpam-6257	42	1	figure	figure	NOUN
ejpam-6257	42	2	1	1	NUM
ejpam-6257	42	3	below	below	ADV
ejpam-6257	42	4	illustrates	illustrate	VERB
ejpam-6257	42	5	the	the	DET
ejpam-6257	42	6	proposed	propose	VERB
ejpam-6257	42	7	fuzzy	fuzzy	ADJ
ejpam-6257	42	8	logic	logic	NOUN
ejpam-6257	42	9	-	-	PUNCT
ejpam-6257	42	10	based	base	VERB
ejpam-6257	42	11	framework	framework	NOUN
ejpam-6257	42	12	for	for	ADP
ejpam-6257	42	13	evaluating	evaluate	VERB
ejpam-6257	42	14	mathematical	mathematical	ADJ
ejpam-6257	42	15	proofs	proof	NOUN
ejpam-6257	42	16	.	.	PUNCT
ejpam-6257	43	1	the	the	DET
ejpam-6257	43	2	framework	framework	NOUN
ejpam-6257	43	3	outlines	outline	VERB
ejpam-6257	43	4	the	the	DET
ejpam-6257	43	5	process	process	NOUN
ejpam-6257	43	6	of	of	ADP
ejpam-6257	43	7	decomposing	decompose	VERB
ejpam-6257	43	8	a	a	DET
ejpam-6257	43	9	proof	proof	NOUN
ejpam-6257	43	10	into	into	ADP
ejpam-6257	43	11	key	key	ADJ
ejpam-6257	43	12	components	component	NOUN
ejpam-6257	43	13	,	,	PUNCT
ejpam-6257	43	14	applying	apply	VERB
ejpam-6257	43	15	fuzzy	fuzzy	ADJ
ejpam-6257	43	16	logic	logic	NOUN
ejpam-6257	43	17	techniques	technique	NOUN
ejpam-6257	43	18	,	,	PUNCT
ejpam-6257	43	19	and	and	CCONJ
ejpam-6257	43	20	generating	generate	VERB
ejpam-6257	43	21	a	a	DET
ejpam-6257	43	22	final	final	ADJ
ejpam-6257	43	23	grade	grade	NOUN
ejpam-6257	43	24	with	with	ADP
ejpam-6257	43	25	feedback	feedback	NOUN
ejpam-6257	43	26	.	.	PUNCT
ejpam-6257	44	1	figure	figure	NOUN
ejpam-6257	44	2	1	1	NUM
ejpam-6257	44	3	:	:	PUNCT
ejpam-6257	44	4	flowchart	flowchart	NOUN
ejpam-6257	44	5	of	of	ADP
ejpam-6257	44	6	fuzzy	fuzzy	ADJ
ejpam-6257	44	7	system	system	NOUN
ejpam-6257	44	8	the	the	DET
ejpam-6257	44	9	process	process	NOUN
ejpam-6257	44	10	of	of	ADP
ejpam-6257	44	11	making	make	VERB
ejpam-6257	44	12	decisions	decision	NOUN
ejpam-6257	44	13	in	in	ADP
ejpam-6257	44	14	fuzzy	fuzzy	ADJ
ejpam-6257	44	15	environments	environment	NOUN
ejpam-6257	44	16	involves	involve	VERB
ejpam-6257	44	17	activities	activity	NOUN
ejpam-6257	44	18	in	in	ADP
ejpam-6257	44	19	which	which	PRON
ejpam-6257	44	20	the	the	DET
ejpam-6257	44	21	objectives	objective	NOUN
ejpam-6257	44	22	and/or	and/or	CCONJ
ejpam-6257	44	23	constraints	constraint	NOUN
ejpam-6257	44	24	of	of	ADP
ejpam-6257	44	25	the	the	DET
ejpam-6257	44	26	process	process	NOUN
ejpam-6257	44	27	are	be	AUX
ejpam-6257	44	28	vaguely	vaguely	ADV
ejpam-6257	44	29	defined	define	VERB
ejpam-6257	44	30	.	.	PUNCT
ejpam-6257	45	1	a	a	DET
ejpam-6257	45	2	fuzzy	fuzzy	ADJ
ejpam-6257	45	3	decision	decision	NOUN
ejpam-6257	45	4	is	be	AUX
ejpam-6257	45	5	conceptualized	conceptualize	VERB
ejpam-6257	45	6	as	as	ADP
ejpam-6257	45	7	the	the	DET
ejpam-6257	45	8	intersection	intersection	NOUN
ejpam-6257	45	9	of	of	ADP
ejpam-6257	45	10	fuzzy	fuzzy	ADJ
ejpam-6257	45	11	objectives	objective	NOUN
ejpam-6257	45	12	and	and	CCONJ
ejpam-6257	45	13	fuzzy	fuzzy	ADJ
ejpam-6257	45	14	constraints	constraint	NOUN
ejpam-6257	45	15	,	,	PUNCT
ejpam-6257	45	16	and	and	CCONJ
ejpam-6257	45	17	a	a	DET
ejpam-6257	45	18	maximizing	maximize	VERB
ejpam-6257	45	19	decision	decision	NOUN
ejpam-6257	45	20	is	be	AUX
ejpam-6257	45	21	a	a	DET
ejpam-6257	45	22	fuzzy	fuzzy	ADJ
ejpam-6257	45	23	decision	decision	NOUN
ejpam-6257	45	24	where	where	SCONJ
ejpam-6257	45	25	the	the	DET
ejpam-6257	45	26	membership	membership	NOUN
ejpam-6257	45	27	function	function	NOUN
ejpam-6257	45	28	of	of	ADP
ejpam-6257	45	29	the	the	DET
ejpam-6257	45	30	fuzzy	fuzzy	ADJ
ejpam-6257	45	31	decision	decision	NOUN
ejpam-6257	45	32	has	have	VERB
ejpam-6257	45	33	its	its	PRON
ejpam-6257	45	34	maximum	maximum	ADJ
ejpam-6257	45	35	value	value	NOUN
ejpam-6257	45	36	.	.	PUNCT
ejpam-6257	46	1	the	the	DET
ejpam-6257	46	2	concepts	concept	NOUN
ejpam-6257	46	3	are	be	AUX
ejpam-6257	46	4	investigated	investigate	VERB
ejpam-6257	46	5	under	under	ADP
ejpam-6257	46	6	multiple	multiple	ADJ
ejpam-6257	46	7	-	-	PUNCT
ejpam-6257	46	8	stage	stage	NOUN
ejpam-6257	46	9	decision	decision	NOUN
ejpam-6257	46	10	processes	process	NOUN
ejpam-6257	46	11	as	as	ADV
ejpam-6257	46	12	well	well	ADV
ejpam-6257	46	13	as	as	ADP
ejpam-6257	46	14	under	under	ADP
ejpam-6257	46	15	deterministic	deterministic	ADJ
ejpam-6257	46	16	and	and	CCONJ
ejpam-6257	46	17	stochastic	stochastic	ADJ
ejpam-6257	46	18	assumptions	assumption	NOUN
ejpam-6257	46	19	.	.	PUNCT
ejpam-6257	47	1	fuzzy	fuzzy	ADJ
ejpam-6257	47	2	logic	logic	NOUN
ejpam-6257	47	3	has	have	AUX
ejpam-6257	47	4	been	be	AUX
ejpam-6257	47	5	applied	apply	VERB
ejpam-6257	47	6	in	in	ADP
ejpam-6257	47	7	many	many	ADJ
ejpam-6257	47	8	areas	area	NOUN
ejpam-6257	47	9	,	,	PUNCT
ejpam-6257	47	10	including	include	VERB
ejpam-6257	47	11	education	education	NOUN
ejpam-6257	47	12	,	,	PUNCT
ejpam-6257	47	13	to	to	PART
ejpam-6257	47	14	improve	improve	VERB
ejpam-6257	47	15	social	social	ADJ
ejpam-6257	47	16	equity	equity	NOUN
ejpam-6257	47	17	in	in	ADP
ejpam-6257	47	18	classification	classification	NOUN
ejpam-6257	47	19	.	.	PUNCT
ejpam-6257	48	1	unlike	unlike	ADP
ejpam-6257	48	2	traditional	traditional	ADJ
ejpam-6257	48	3	binary	binary	ADJ
ejpam-6257	48	4	logic	logic	NOUN
ejpam-6257	48	5	,	,	PUNCT
ejpam-6257	48	6	fuzzy	fuzzy	ADJ
ejpam-6257	48	7	logic	logic	NOUN
ejpam-6257	48	8	allows	allow	VERB
ejpam-6257	48	9	the	the	DET
ejpam-6257	48	10	degrees	degree	NOUN
ejpam-6257	48	11	of	of	ADP
ejpam-6257	48	12	truth	truth	NOUN
ejpam-6257	48	13	value	value	NOUN
ejpam-6257	48	14	,	,	PUNCT
ejpam-6257	48	15	in	in	ADP
ejpam-6257	48	16	this	this	DET
ejpam-6257	48	17	case	case	NOUN
ejpam-6257	48	18	for	for	ADP
ejpam-6257	48	19	a	a	DET
ejpam-6257	48	20	student	student	NOUN
ejpam-6257	48	21	grade	grade	NOUN
ejpam-6257	48	22	,	,	PUNCT
ejpam-6257	48	23	to	to	PART
ejpam-6257	48	24	range	range	VERB
ejpam-6257	48	25	between	between	ADP
ejpam-6257	48	26	0	0	NUM
ejpam-6257	48	27	and	and	CCONJ
ejpam-6257	48	28	1	1	NUM
ejpam-6257	48	29	.	.	PUNCT
ejpam-6257	49	1	this	this	DET
ejpam-6257	49	2	type	type	NOUN
ejpam-6257	49	3	of	of	ADP
ejpam-6257	49	4	logic	logic	NOUN
ejpam-6257	49	5	is	be	AUX
ejpam-6257	49	6	ideal	ideal	ADJ
ejpam-6257	49	7	for	for	ADP
ejpam-6257	49	8	handling	handle	VERB
ejpam-6257	49	9	the	the	DET
ejpam-6257	49	10	complexities	complexity	NOUN
ejpam-6257	49	11	of	of	ADP
ejpam-6257	49	12	student	student	NOUN
ejpam-6257	49	13	evaluations	evaluation	NOUN
ejpam-6257	49	14	with	with	ADP
ejpam-6257	49	15	uncertain	uncertain	ADJ
ejpam-6257	49	16	reflections	reflection	NOUN
ejpam-6257	49	17	on	on	ADP
ejpam-6257	49	18	student	student	NOUN
ejpam-6257	49	19	performance	performance	NOUN
ejpam-6257	49	20	.	.	PUNCT
ejpam-6257	50	1	in	in	ADP
ejpam-6257	50	2	domingo	domingo	PROPN
ejpam-6257	50	3	and	and	CCONJ
ejpam-6257	50	4	martinez	martinez	PROPN
ejpam-6257	51	1	[	[	X
ejpam-6257	51	2	4	4	NUM
ejpam-6257	51	3	]	]	PUNCT
ejpam-6257	51	4	,	,	PUNCT
ejpam-6257	51	5	the	the	DET
ejpam-6257	51	6	mcqs	mcqs	NOUN
ejpam-6257	51	7	(	(	PUNCT
ejpam-6257	51	8	multiple	multiple	ADJ
ejpam-6257	51	9	choice	choice	NOUN
ejpam-6257	51	10	questionnaires	questionnaire	NOUN
ejpam-6257	51	11	)	)	PUNCT
ejpam-6257	51	12	utilized	utilize	VERB
ejpam-6257	51	13	in	in	ADP
ejpam-6257	51	14	the	the	DET
ejpam-6257	51	15	assessments	assessment	NOUN
ejpam-6257	51	16	have	have	VERB
ejpam-6257	51	17	traditional	traditional	ADJ
ejpam-6257	51	18	multiple	multiple	ADJ
ejpam-6257	51	19	choice	choice	NOUN
ejpam-6257	51	20	questionnaire	questionnaire	NOUN
ejpam-6257	51	21	scales	scale	NOUN
ejpam-6257	51	22	that	that	PRON
ejpam-6257	51	23	typically	typically	ADV
ejpam-6257	51	24	come	come	VERB
ejpam-6257	51	25	with	with	ADP
ejpam-6257	51	26	three	three	NUM
ejpam-6257	51	27	or	or	CCONJ
ejpam-6257	51	28	four	four	NUM
ejpam-6257	51	29	answer	answer	NOUN
ejpam-6257	51	30	options	option	NOUN
ejpam-6257	51	31	(	(	PUNCT
ejpam-6257	51	32	mcq-3	mcq-3	NOUN
ejpam-6257	51	33	or	or	CCONJ
ejpam-6257	51	34	mcq-4	mcq-4	NOUN
ejpam-6257	51	35	)	)	PUNCT
ejpam-6257	51	36	.	.	PUNCT
ejpam-6257	52	1	the	the	DET
ejpam-6257	52	2	use	use	NOUN
ejpam-6257	52	3	of	of	ADP
ejpam-6257	52	4	fuzzy	fuzzy	ADJ
ejpam-6257	52	5	logic	logic	NOUN
ejpam-6257	52	6	enables	enable	VERB
ejpam-6257	52	7	the	the	DET
ejpam-6257	52	8	professors	professor	NOUN
ejpam-6257	52	9	to	to	PART
ejpam-6257	52	10	grade	grade	VERB
ejpam-6257	52	11	students	student	NOUN
ejpam-6257	52	12	for	for	ADP
ejpam-6257	52	13	fairness	fairness	NOUN
ejpam-6257	52	14	taking	take	VERB
ejpam-6257	52	15	into	into	ADP
ejpam-6257	52	16	account	account	NOUN
ejpam-6257	52	17	the	the	DET
ejpam-6257	52	18	initial	initial	ADJ
ejpam-6257	52	19	score	score	NOUN
ejpam-6257	52	20	of	of	ADP
ejpam-6257	52	21	the	the	DET
ejpam-6257	52	22	test	test	NOUN
ejpam-6257	52	23	by	by	ADP
ejpam-6257	52	24	applying	apply	VERB
ejpam-6257	52	25	the	the	DET
ejpam-6257	52	26	allocation	allocation	NOUN
ejpam-6257	52	27	index	index	NOUN
ejpam-6257	52	28	of	of	ADP
ejpam-6257	52	29	difficulty	difficulty	NOUN
ejpam-6257	52	30	.	.	PUNCT
ejpam-6257	53	1	the	the	DET
ejpam-6257	53	2	allocation	allocation	NOUN
ejpam-6257	53	3	index	index	NOUN
ejpam-6257	53	4	of	of	ADP
ejpam-6257	53	5	difficulty	difficulty	NOUN
ejpam-6257	53	6	provides	provide	VERB
ejpam-6257	53	7	a	a	DET
ejpam-6257	53	8	more	more	ADV
ejpam-6257	53	9	precise	precise	ADJ
ejpam-6257	53	10	method	method	NOUN
ejpam-6257	53	11	for	for	ADP
ejpam-6257	53	12	evaluating	evaluate	VERB
ejpam-6257	53	13	whether	whether	SCONJ
ejpam-6257	53	14	students	student	NOUN
ejpam-6257	53	15	are	be	AUX
ejpam-6257	53	16	appropriately	appropriately	ADV
ejpam-6257	53	17	graded	grade	VERB
ejpam-6257	53	18	concerning	concern	VERB
ejpam-6257	53	19	the	the	DET
ejpam-6257	53	20	difficult	difficult	ADJ
ejpam-6257	53	21	adjustments	adjustment	NOUN
ejpam-6257	53	22	of	of	ADP
ejpam-6257	53	23	the	the	DET
ejpam-6257	53	24	students	student	NOUN
ejpam-6257	53	25	that	that	PRON
ejpam-6257	53	26	makes	make	VERB
ejpam-6257	53	27	distinguishing	distinguish	VERB
ejpam-6257	53	28	their	their	PRON
ejpam-6257	53	29	performance	performance	NOUN
ejpam-6257	53	30	easier	easier	ADV
ejpam-6257	53	31	based	base	VERB
ejpam-6257	53	32	on	on	ADP
ejpam-6257	53	33	their	their	PRON
ejpam-6257	53	34	varying	vary	VERB
ejpam-6257	53	35	levels	level	NOUN
ejpam-6257	53	36	of	of	ADP
ejpam-6257	53	37	difficulty	difficulty	NOUN
ejpam-6257	53	38	to	to	PART
ejpam-6257	53	39	assess	assess	VERB
ejpam-6257	53	40	the	the	DET
ejpam-6257	53	41	students	student	NOUN
ejpam-6257	53	42	as	as	ADP
ejpam-6257	53	43	a	a	DET
ejpam-6257	53	44	whole	whole	NOUN
ejpam-6257	53	45	.	.	PUNCT
ejpam-6257	54	1	this	this	PRON
ejpam-6257	54	2	allows	allow	VERB
ejpam-6257	54	3	the	the	DET
ejpam-6257	54	4	professors	professor	NOUN
ejpam-6257	54	5	to	to	PART
ejpam-6257	54	6	adjust	adjust	VERB
ejpam-6257	54	7	their	their	PRON
ejpam-6257	54	8	grading	grade	VERB
ejpam-6257	54	9	process	process	NOUN
ejpam-6257	54	10	fairly	fairly	ADV
ejpam-6257	54	11	while	while	SCONJ
ejpam-6257	54	12	visually	visually	ADV
ejpam-6257	54	13	showing	show	VERB
ejpam-6257	54	14	each	each	DET
ejpam-6257	54	15	student	student	NOUN
ejpam-6257	54	16	’s	’s	PART
ejpam-6257	54	17	true	true	ADJ
ejpam-6257	54	18	level	level	NOUN
ejpam-6257	54	19	of	of	ADP
ejpam-6257	54	20	difficulty	difficulty	NOUN
ejpam-6257	54	21	and	and	CCONJ
ejpam-6257	54	22	performance	performance	NOUN
ejpam-6257	54	23	level	level	NOUN
ejpam-6257	54	24	in	in	ADP
ejpam-6257	54	25	their	their	PRON
ejpam-6257	54	26	grade	grade	NOUN
ejpam-6257	54	27	assessments	assessment	NOUN
ejpam-6257	54	28	.	.	PUNCT
ejpam-6257	55	1	these	these	DET
ejpam-6257	55	2	outcomes	outcome	NOUN
ejpam-6257	55	3	further	far	ADV
ejpam-6257	55	4	illustrate	illustrate	VERB
ejpam-6257	55	5	the	the	DET
ejpam-6257	55	6	variety	variety	NOUN
ejpam-6257	55	7	that	that	PRON
ejpam-6257	55	8	exists	exist	VERB
ejpam-6257	55	9	in	in	ADP
ejpam-6257	55	10	the	the	DET
ejpam-6257	55	11	classroom	classroom	NOUN
ejpam-6257	55	12	by	by	ADP
ejpam-6257	55	13	utilizing	utilize	VERB
ejpam-6257	55	14	linguistic	linguistic	ADJ
ejpam-6257	55	15	variables	variable	NOUN
ejpam-6257	55	16	and	and	CCONJ
ejpam-6257	55	17	pre	pre	ADJ
ejpam-6257	55	18	-	-	ADJ
ejpam-6257	55	19	set	set	ADJ
ejpam-6257	55	20	rules	rule	NOUN
ejpam-6257	55	21	,	,	PUNCT
ejpam-6257	55	22	which	which	PRON
ejpam-6257	55	23	makes	make	VERB
ejpam-6257	55	24	the	the	DET
ejpam-6257	55	25	grading	grade	VERB
ejpam-6257	55	26	process	process	NOUN
ejpam-6257	55	27	and	and	CCONJ
ejpam-6257	55	28	outcomes	outcome	NOUN
ejpam-6257	55	29	much	much	ADV
ejpam-6257	55	30	more	more	ADV
ejpam-6257	55	31	equitable	equitable	ADJ
ejpam-6257	55	32	.	.	PUNCT
ejpam-6257	56	1	the	the	DET
ejpam-6257	56	2	application	application	NOUN
ejpam-6257	56	3	of	of	ADP
ejpam-6257	56	4	fuzzy	fuzzy	ADJ
ejpam-6257	56	5	logic	logic	NOUN
ejpam-6257	56	6	keeps	keep	VERB
ejpam-6257	56	7	the	the	DET
ejpam-6257	56	8	picture	picture	NOUN
ejpam-6257	56	9	of	of	ADP
ejpam-6257	56	10	the	the	DET
ejpam-6257	56	11	proportion	proportion	NOUN
ejpam-6257	56	12	of	of	ADP
ejpam-6257	56	13	degree	degree	NOUN
ejpam-6257	56	14	concerning	concern	VERB
ejpam-6257	56	15	complexity	complexity	NOUN
ejpam-6257	56	16	.	.	PUNCT
ejpam-6257	57	1	a	a	DET
ejpam-6257	57	2	fuzzy	fuzzy	ADJ
ejpam-6257	57	3	logic	logic	NOUN
ejpam-6257	57	4	framework	framework	NOUN
ejpam-6257	57	5	was	be	AUX
ejpam-6257	57	6	proposed	propose	VERB
ejpam-6257	57	7	to	to	PART
ejpam-6257	57	8	facilitate	facilitate	VERB
ejpam-6257	57	9	the	the	DET
ejpam-6257	57	10	evaluation	evaluation	NOUN
ejpam-6257	57	11	of	of	ADP
ejpam-6257	57	12	the	the	DET
ejpam-6257	57	13	exam	exam	NOUN
ejpam-6257	57	14	considering	consider	VERB
ejpam-6257	57	15	both	both	CCONJ
ejpam-6257	57	16	the	the	DET
ejpam-6257	57	17	difficulty	difficulty	NOUN
ejpam-6257	57	18	of	of	ADP
ejpam-6257	57	19	the	the	DET
ejpam-6257	57	20	questions	question	NOUN
ejpam-6257	57	21	and	and	CCONJ
ejpam-6257	57	22	the	the	DET
ejpam-6257	57	23	time	time	NOUN
ejpam-6257	57	24	to	to	PART
ejpam-6257	57	25	answer	answer	VERB
ejpam-6257	57	26	.	.	PUNCT
ejpam-6257	58	1	the	the	DET
ejpam-6257	58	2	interpretability	interpretability	NOUN
ejpam-6257	58	3	m.	m.	NOUN
ejpam-6257	58	4	m.	m.	NOUN
ejpam-6257	58	5	alkandari	alkandari	PROPN
ejpam-6257	58	6	,	,	PUNCT
ejpam-6257	58	7	a.	a.	PROPN
ejpam-6257	58	8	h.	h.	PROPN
ejpam-6257	58	9	alajmi	alajmi	PROPN
ejpam-6257	58	10	/	/	SYM
ejpam-6257	58	11	eur	eur	PROPN
ejpam-6257	58	12	.	.	PUNCT
ejpam-6257	59	1	j.	j.	PROPN
ejpam-6257	59	2	pure	pure	PROPN
ejpam-6257	59	3	appl	appl	PROPN
ejpam-6257	59	4	.	.	PROPN
ejpam-6257	59	5	math	math	PROPN
ejpam-6257	59	6	,	,	PUNCT
ejpam-6257	59	7	18	18	NUM
ejpam-6257	59	8	(	(	PUNCT
ejpam-6257	59	9	3	3	NUM
ejpam-6257	59	10	)	)	PUNCT
ejpam-6257	59	11	(	(	PUNCT
ejpam-6257	59	12	2025	2025	NUM
ejpam-6257	59	13	)	)	PUNCT
ejpam-6257	59	14	,	,	PUNCT
ejpam-6257	59	15	6257	6257	NUM
ejpam-6257	59	16	4	4	NUM
ejpam-6257	59	17	of	of	ADP
ejpam-6257	59	18	25	25	NUM
ejpam-6257	59	19	of	of	ADP
ejpam-6257	59	20	fuzzy	fuzzy	ADJ
ejpam-6257	59	21	logic	logic	NOUN
ejpam-6257	59	22	(	(	PUNCT
ejpam-6257	59	23	fl	fl	NOUN
ejpam-6257	59	24	)	)	PUNCT
ejpam-6257	59	25	allows	allow	VERB
ejpam-6257	59	26	easier	easy	ADJ
ejpam-6257	59	27	systems	system	NOUN
ejpam-6257	59	28	design	design	NOUN
ejpam-6257	59	29	and	and	CCONJ
ejpam-6257	59	30	analysis	analysis	NOUN
ejpam-6257	59	31	,	,	PUNCT
ejpam-6257	59	32	making	make	VERB
ejpam-6257	59	33	it	it	PRON
ejpam-6257	59	34	useful	useful	ADJ
ejpam-6257	59	35	in	in	ADP
ejpam-6257	59	36	different	different	ADJ
ejpam-6257	59	37	fields	field	NOUN
ejpam-6257	59	38	for	for	ADP
ejpam-6257	59	39	rule	rule	NOUN
ejpam-6257	59	40	-	-	PUNCT
ejpam-6257	59	41	based	base	VERB
ejpam-6257	59	42	systems	system	NOUN
ejpam-6257	59	43	[	[	X
ejpam-6257	59	44	5	5	NUM
ejpam-6257	59	45	]	]	PUNCT
ejpam-6257	59	46	.	.	PUNCT
ejpam-6257	60	1	in	in	ADP
ejpam-6257	60	2	a	a	DET
ejpam-6257	60	3	study	study	NOUN
ejpam-6257	60	4	by	by	ADP
ejpam-6257	60	5	vora	vora	PROPN
ejpam-6257	60	6	and	and	CCONJ
ejpam-6257	60	7	tulshyan	tulshyan	ADJ
ejpam-6257	61	1	[	[	X
ejpam-6257	61	2	6	6	NUM
ejpam-6257	61	3	]	]	PUNCT
ejpam-6257	61	4	,	,	PUNCT
ejpam-6257	61	5	fuzzy	fuzzy	ADJ
ejpam-6257	61	6	logic	logic	NOUN
ejpam-6257	61	7	methods	method	NOUN
ejpam-6257	61	8	were	be	AUX
ejpam-6257	61	9	also	also	ADV
ejpam-6257	61	10	described	describe	VERB
ejpam-6257	61	11	as	as	ADP
ejpam-6257	61	12	extended	extend	VERB
ejpam-6257	61	13	from	from	ADP
ejpam-6257	61	14	binary	binary	ADJ
ejpam-6257	61	15	logic	logic	NOUN
ejpam-6257	61	16	as	as	SCONJ
ejpam-6257	61	17	introduced	introduce	VERB
ejpam-6257	61	18	in	in	ADP
ejpam-6257	61	19	the	the	DET
ejpam-6257	61	20	1960s	1960	NOUN
ejpam-6257	61	21	by	by	ADP
ejpam-6257	61	22	lotfi	lotfi	PROPN
ejpam-6257	61	23	zadeh	zadeh	PROPN
ejpam-6257	61	24	,	,	PUNCT
ejpam-6257	61	25	and	and	CCONJ
ejpam-6257	61	26	it	it	PRON
ejpam-6257	61	27	was	be	AUX
ejpam-6257	61	28	also	also	ADV
ejpam-6257	61	29	highlighted	highlight	VERB
ejpam-6257	61	30	as	as	ADP
ejpam-6257	61	31	useful	useful	ADJ
ejpam-6257	61	32	for	for	ADP
ejpam-6257	61	33	addressing	address	VERB
ejpam-6257	61	34	complex	complex	ADJ
ejpam-6257	61	35	problems	problem	NOUN
ejpam-6257	61	36	with	with	ADP
ejpam-6257	61	37	stochastic	stochastic	ADJ
ejpam-6257	61	38	inputs	input	NOUN
ejpam-6257	61	39	.	.	PUNCT
ejpam-6257	62	1	it	it	PRON
ejpam-6257	62	2	discussed	discuss	VERB
ejpam-6257	62	3	fuzzy	fuzzy	ADJ
ejpam-6257	62	4	logic	logic	NOUN
ejpam-6257	62	5	’s	’s	PART
ejpam-6257	62	6	main	main	ADJ
ejpam-6257	62	7	components	component	NOUN
ejpam-6257	62	8	:	:	PUNCT
ejpam-6257	62	9	fuzzification	fuzzification	NOUN
ejpam-6257	62	10	,	,	PUNCT
ejpam-6257	62	11	fuzzy	fuzzy	ADJ
ejpam-6257	62	12	rules	rule	NOUN
ejpam-6257	62	13	,	,	PUNCT
ejpam-6257	62	14	inference	inference	NOUN
ejpam-6257	62	15	methods	method	NOUN
ejpam-6257	62	16	,	,	PUNCT
ejpam-6257	62	17	and	and	CCONJ
ejpam-6257	62	18	defuzzification	defuzzification	NOUN
ejpam-6257	62	19	.	.	PUNCT
ejpam-6257	63	1	since	since	SCONJ
ejpam-6257	63	2	fuzzy	fuzzy	ADJ
ejpam-6257	63	3	logic	logic	NOUN
ejpam-6257	63	4	control	control	NOUN
ejpam-6257	63	5	(	(	PUNCT
ejpam-6257	63	6	flc	flc	PROPN
ejpam-6257	63	7	)	)	PUNCT
ejpam-6257	63	8	has	have	VERB
ejpam-6257	63	9	low	low	ADJ
ejpam-6257	63	10	hardware	hardware	NOUN
ejpam-6257	63	11	requirements	requirement	NOUN
ejpam-6257	63	12	,	,	PUNCT
ejpam-6257	63	13	is	be	AUX
ejpam-6257	63	14	robust	robust	ADJ
ejpam-6257	63	15	,	,	PUNCT
ejpam-6257	63	16	and	and	CCONJ
ejpam-6257	63	17	is	be	AUX
ejpam-6257	63	18	an	an	DET
ejpam-6257	63	19	efficient	efficient	ADJ
ejpam-6257	63	20	way	way	NOUN
ejpam-6257	63	21	of	of	ADP
ejpam-6257	63	22	control	control	NOUN
ejpam-6257	63	23	,	,	PUNCT
ejpam-6257	63	24	it	it	PRON
ejpam-6257	63	25	is	be	AUX
ejpam-6257	63	26	beneficial	beneficial	ADJ
ejpam-6257	63	27	.	.	PUNCT
ejpam-6257	64	1	tsidylo	tsidylo	PROPN
ejpam-6257	64	2	et	et	PROPN
ejpam-6257	64	3	al	al	PROPN
ejpam-6257	64	4	.	.	PROPN
ejpam-6257	64	5	,	,	PUNCT
ejpam-6257	65	1	[	[	X
ejpam-6257	65	2	7	7	X
ejpam-6257	65	3	]	]	PUNCT
ejpam-6257	65	4	introduced	introduce	VERB
ejpam-6257	65	5	the	the	DET
ejpam-6257	65	6	developing	develop	VERB
ejpam-6257	65	7	phase	phase	NOUN
ejpam-6257	65	8	of	of	ADP
ejpam-6257	65	9	an	an	DET
ejpam-6257	65	10	intelligent	intelligent	ADJ
ejpam-6257	65	11	system	system	NOUN
ejpam-6257	65	12	for	for	ADP
ejpam-6257	65	13	evaluating	evaluate	VERB
ejpam-6257	65	14	multilevel	multilevel	ADJ
ejpam-6257	65	15	test	test	NOUN
ejpam-6257	65	16	tasks	task	NOUN
ejpam-6257	65	17	and	and	CCONJ
ejpam-6257	65	18	fuzzy	fuzzy	ADJ
ejpam-6257	65	19	logic	logic	NOUN
ejpam-6257	65	20	was	be	AUX
ejpam-6257	65	21	applied	apply	VERB
ejpam-6257	65	22	in	in	ADP
ejpam-6257	65	23	matlab	matlab	PROPN
ejpam-6257	65	24	,	,	PUNCT
ejpam-6257	65	25	which	which	PRON
ejpam-6257	65	26	is	be	AUX
ejpam-6257	65	27	an	an	DET
ejpam-6257	65	28	important	important	ADJ
ejpam-6257	65	29	advantage	advantage	NOUN
ejpam-6257	65	30	.	.	PUNCT
ejpam-6257	66	1	their	their	PRON
ejpam-6257	66	2	system	system	NOUN
ejpam-6257	66	3	uses	use	VERB
ejpam-6257	66	4	the	the	DET
ejpam-6257	66	5	sugeno	sugeno	NOUN
ejpam-6257	66	6	production	production	NOUN
ejpam-6257	66	7	model	model	NOUN
ejpam-6257	66	8	,	,	PUNCT
ejpam-6257	66	9	allowing	allow	VERB
ejpam-6257	66	10	domain	domain	NOUN
ejpam-6257	66	11	experts	expert	NOUN
ejpam-6257	66	12	to	to	PART
ejpam-6257	66	13	interact	interact	VERB
ejpam-6257	66	14	in	in	ADP
ejpam-6257	66	15	careful	careful	ADJ
ejpam-6257	66	16	detail	detail	NOUN
ejpam-6257	66	17	to	to	PART
ejpam-6257	66	18	build	build	VERB
ejpam-6257	66	19	practical	practical	ADJ
ejpam-6257	66	20	inference	inference	NOUN
ejpam-6257	66	21	systems	system	NOUN
ejpam-6257	66	22	at	at	ADP
ejpam-6257	66	23	an	an	DET
ejpam-6257	66	24	easy	easy	ADJ
ejpam-6257	66	25	-	-	PUNCT
ejpam-6257	66	26	to	to	ADP
ejpam-6257	66	27	-	-	PUNCT
ejpam-6257	66	28	interpret	interpret	NOUN
ejpam-6257	66	29	level	level	NOUN
ejpam-6257	66	30	.	.	PUNCT
ejpam-6257	67	1	their	their	PRON
ejpam-6257	67	2	system	system	NOUN
ejpam-6257	67	3	has	have	VERB
ejpam-6257	67	4	4	4	NUM
ejpam-6257	67	5	input	input	NOUN
ejpam-6257	67	6	variables	variable	NOUN
ejpam-6257	67	7	(	(	PUNCT
ejpam-6257	67	8	representing	represent	VERB
ejpam-6257	67	9	levels	level	NOUN
ejpam-6257	67	10	of	of	ADP
ejpam-6257	67	11	knowledge	knowledge	NOUN
ejpam-6257	67	12	assimilation	assimilation	NOUN
ejpam-6257	67	13	)	)	PUNCT
ejpam-6257	67	14	in	in	ADP
ejpam-6257	67	15	addition	addition	NOUN
ejpam-6257	67	16	to	to	ADP
ejpam-6257	67	17	one	one	NUM
ejpam-6257	67	18	initial	initial	ADJ
ejpam-6257	67	19	variable	variable	NOUN
ejpam-6257	67	20	.	.	PUNCT
ejpam-6257	68	1	the	the	DET
ejpam-6257	68	2	system	system	NOUN
ejpam-6257	68	3	can	can	AUX
ejpam-6257	68	4	deal	deal	VERB
ejpam-6257	68	5	with	with	ADP
ejpam-6257	68	6	characterizations	characterization	NOUN
ejpam-6257	68	7	of	of	ADP
ejpam-6257	68	8	fuzziness	fuzziness	NOUN
ejpam-6257	68	9	such	such	ADJ
ejpam-6257	68	10	as	as	ADP
ejpam-6257	68	11	task	task	NOUN
ejpam-6257	68	12	difficulty	difficulty	NOUN
ejpam-6257	68	13	,	,	PUNCT
ejpam-6257	68	14	correctness	correctness	NOUN
ejpam-6257	68	15	,	,	PUNCT
ejpam-6257	68	16	given	give	VERB
ejpam-6257	68	17	time	time	NOUN
ejpam-6257	68	18	,	,	PUNCT
ejpam-6257	68	19	and	and	CCONJ
ejpam-6257	68	20	percentage	percentage	NOUN
ejpam-6257	68	21	of	of	ADP
ejpam-6257	68	22	tasks	task	NOUN
ejpam-6257	68	23	completed	complete	VERB
ejpam-6257	68	24	correctly	correctly	ADV
ejpam-6257	68	25	,	,	PUNCT
ejpam-6257	68	26	and	and	CCONJ
ejpam-6257	68	27	is	be	AUX
ejpam-6257	68	28	beneficial	beneficial	ADJ
ejpam-6257	68	29	in	in	ADP
ejpam-6257	68	30	providing	provide	VERB
ejpam-6257	68	31	complete	complete	ADJ
ejpam-6257	68	32	and	and	CCONJ
ejpam-6257	68	33	specific	specific	ADJ
ejpam-6257	68	34	evaluations	evaluation	NOUN
ejpam-6257	68	35	.	.	PUNCT
ejpam-6257	69	1	additionally	additionally	ADV
ejpam-6257	69	2	,	,	PUNCT
ejpam-6257	69	3	several	several	ADJ
ejpam-6257	69	4	studies	study	NOUN
ejpam-6257	69	5	look	look	VERB
ejpam-6257	69	6	at	at	ADP
ejpam-6257	69	7	the	the	DET
ejpam-6257	69	8	use	use	NOUN
ejpam-6257	69	9	of	of	ADP
ejpam-6257	69	10	fuzzy	fuzzy	ADJ
ejpam-6257	69	11	logic	logic	NOUN
ejpam-6257	69	12	in	in	ADP
ejpam-6257	69	13	education	education	NOUN
ejpam-6257	69	14	,	,	PUNCT
ejpam-6257	69	15	more	more	ADV
ejpam-6257	69	16	specifically	specifically	ADV
ejpam-6257	69	17	in	in	ADP
ejpam-6257	69	18	the	the	DET
ejpam-6257	69	19	use	use	NOUN
ejpam-6257	69	20	of	of	ADP
ejpam-6257	69	21	assessing	assess	VERB
ejpam-6257	69	22	and	and	CCONJ
ejpam-6257	69	23	evaluating	evaluate	VERB
ejpam-6257	69	24	student	student	NOUN
ejpam-6257	69	25	performance	performance	NOUN
ejpam-6257	69	26	in	in	ADP
ejpam-6257	69	27	the	the	DET
ejpam-6257	69	28	classroom	classroom	NOUN
ejpam-6257	69	29	.	.	PUNCT
ejpam-6257	70	1	the	the	DET
ejpam-6257	70	2	previous	previous	ADJ
ejpam-6257	70	3	work	work	NOUN
ejpam-6257	70	4	indicates	indicate	VERB
ejpam-6257	70	5	that	that	SCONJ
ejpam-6257	70	6	a	a	DET
ejpam-6257	70	7	fuzzy	fuzzy	ADJ
ejpam-6257	70	8	logic	logic	NOUN
ejpam-6257	70	9	system	system	NOUN
ejpam-6257	70	10	has	have	AUX
ejpam-6257	70	11	been	be	AUX
ejpam-6257	70	12	developed	develop	VERB
ejpam-6257	70	13	to	to	PART
ejpam-6257	70	14	convert	convert	VERB
ejpam-6257	70	15	traditional	traditional	ADJ
ejpam-6257	70	16	grading	grading	NOUN
ejpam-6257	70	17	into	into	ADP
ejpam-6257	70	18	letter	letter	NOUN
ejpam-6257	70	19	grades	grade	NOUN
ejpam-6257	70	20	.	.	PUNCT
ejpam-6257	71	1	with	with	ADP
ejpam-6257	71	2	the	the	DET
ejpam-6257	71	3	notion	notion	NOUN
ejpam-6257	71	4	of	of	ADP
ejpam-6257	71	5	mathematical	mathematical	ADJ
ejpam-6257	71	6	proof	proof	NOUN
ejpam-6257	71	7	,	,	PUNCT
ejpam-6257	71	8	one	one	NUM
ejpam-6257	71	9	of	of	ADP
ejpam-6257	71	10	the	the	DET
ejpam-6257	71	11	evaluation	evaluation	NOUN
ejpam-6257	71	12	strategies	strategy	NOUN
ejpam-6257	71	13	was	be	AUX
ejpam-6257	71	14	to	to	PART
ejpam-6257	71	15	discuss	discuss	VERB
ejpam-6257	71	16	the	the	DET
ejpam-6257	71	17	difficulty	difficulty	NOUN
ejpam-6257	71	18	,	,	PUNCT
ejpam-6257	71	19	importance	importance	NOUN
ejpam-6257	71	20	,	,	PUNCT
ejpam-6257	71	21	and	and	CCONJ
ejpam-6257	71	22	complexity	complexity	NOUN
ejpam-6257	71	23	of	of	ADP
ejpam-6257	71	24	proof	proof	ADJ
ejpam-6257	71	25	questions	question	NOUN
ejpam-6257	71	26	based	base	VERB
ejpam-6257	71	27	on	on	ADP
ejpam-6257	71	28	fuzzy	fuzzy	ADJ
ejpam-6257	71	29	membership	membership	NOUN
ejpam-6257	71	30	functions	function	NOUN
ejpam-6257	71	31	[	[	X
ejpam-6257	71	32	8	8	NUM
ejpam-6257	71	33	]	]	PUNCT
ejpam-6257	71	34	.	.	PUNCT
ejpam-6257	72	1	in	in	ADP
ejpam-6257	72	2	the	the	DET
ejpam-6257	72	3	study	study	NOUN
ejpam-6257	72	4	by	by	ADP
ejpam-6257	72	5	alajmi	alajmi	NOUN
ejpam-6257	72	6	and	and	CCONJ
ejpam-6257	72	7	al	al	PROPN
ejpam-6257	72	8	-	-	PUNCT
ejpam-6257	72	9	kandari	kandari	NOUN
ejpam-6257	72	10	[	[	X
ejpam-6257	72	11	9	9	NUM
ejpam-6257	72	12	]	]	PUNCT
ejpam-6257	72	13	on	on	ADP
ejpam-6257	72	14	teaching	teach	VERB
ejpam-6257	72	15	mathematical	mathematical	ADJ
ejpam-6257	72	16	proofs	proof	NOUN
ejpam-6257	72	17	,	,	PUNCT
ejpam-6257	72	18	they	they	PRON
ejpam-6257	72	19	outlined	outline	VERB
ejpam-6257	72	20	a	a	DET
ejpam-6257	72	21	framework	framework	NOUN
ejpam-6257	72	22	to	to	PART
ejpam-6257	72	23	develop	develop	VERB
ejpam-6257	72	24	a	a	DET
ejpam-6257	72	25	program	program	NOUN
ejpam-6257	72	26	for	for	ADP
ejpam-6257	72	27	teaching	teach	VERB
ejpam-6257	72	28	mathematical	mathematical	ADJ
ejpam-6257	72	29	proofs	proof	NOUN
ejpam-6257	72	30	that	that	PRON
ejpam-6257	72	31	engaged	engage	VERB
ejpam-6257	72	32	the	the	DET
ejpam-6257	72	33	students	student	NOUN
ejpam-6257	72	34	through	through	ADP
ejpam-6257	72	35	a	a	DET
ejpam-6257	72	36	discussion	discussion	NOUN
ejpam-6257	72	37	and	and	CCONJ
ejpam-6257	72	38	analysis	analysis	NOUN
ejpam-6257	72	39	of	of	ADP
ejpam-6257	72	40	examples	example	NOUN
ejpam-6257	72	41	of	of	ADP
ejpam-6257	72	42	proofs	proof	NOUN
ejpam-6257	72	43	.	.	PUNCT
ejpam-6257	73	1	when	when	SCONJ
ejpam-6257	73	2	making	make	VERB
ejpam-6257	73	3	each	each	DET
ejpam-6257	73	4	proof	proof	NOUN
ejpam-6257	73	5	,	,	PUNCT
ejpam-6257	73	6	the	the	DET
ejpam-6257	73	7	instructors	instructor	NOUN
ejpam-6257	73	8	would	would	AUX
ejpam-6257	73	9	grade	grade	VERB
ejpam-6257	73	10	the	the	DET
ejpam-6257	73	11	students	student	NOUN
ejpam-6257	73	12	by	by	ADP
ejpam-6257	73	13	separating	separate	VERB
ejpam-6257	73	14	the	the	DET
ejpam-6257	73	15	proof	proof	NOUN
ejpam-6257	73	16	-	-	PUNCT
ejpam-6257	73	17	writing	write	VERB
ejpam-6257	73	18	steps	step	NOUN
ejpam-6257	73	19	into	into	ADP
ejpam-6257	73	20	identifying	identify	VERB
ejpam-6257	73	21	the	the	DET
ejpam-6257	73	22	assumptions	assumption	NOUN
ejpam-6257	73	23	and	and	CCONJ
ejpam-6257	73	24	conclusions	conclusion	NOUN
ejpam-6257	73	25	,	,	PUNCT
ejpam-6257	73	26	identifying	identify	VERB
ejpam-6257	73	27	the	the	DET
ejpam-6257	73	28	definitions	definition	NOUN
ejpam-6257	73	29	correctly	correctly	ADV
ejpam-6257	73	30	,	,	PUNCT
ejpam-6257	73	31	selecting	select	VERB
ejpam-6257	73	32	and	and	CCONJ
ejpam-6257	73	33	applying	apply	VERB
ejpam-6257	73	34	proof	proof	ADJ
ejpam-6257	73	35	methods	method	NOUN
ejpam-6257	73	36	,	,	PUNCT
ejpam-6257	73	37	logically	logically	ADV
ejpam-6257	73	38	flowing	flow	VERB
ejpam-6257	73	39	,	,	PUNCT
ejpam-6257	73	40	and	and	CCONJ
ejpam-6257	73	41	justifying	justifying	NOUN
ejpam-6257	73	42	.	.	PUNCT
ejpam-6257	74	1	the	the	DET
ejpam-6257	74	2	framework	framework	NOUN
ejpam-6257	74	3	for	for	ADP
ejpam-6257	74	4	writing	write	VERB
ejpam-6257	74	5	proofs	proof	NOUN
ejpam-6257	74	6	was	be	AUX
ejpam-6257	74	7	shown	show	VERB
ejpam-6257	74	8	to	to	PART
ejpam-6257	74	9	have	have	VERB
ejpam-6257	74	10	a	a	DET
ejpam-6257	74	11	significant	significant	ADJ
ejpam-6257	74	12	positive	positive	ADJ
ejpam-6257	74	13	impact	impact	NOUN
ejpam-6257	74	14	on	on	ADP
ejpam-6257	74	15	university	university	NOUN
ejpam-6257	74	16	students	student	NOUN
ejpam-6257	74	17	’	'	PUNCT
ejpam-6257	74	18	proof	proof	NOUN
ejpam-6257	74	19	-	-	PUNCT
ejpam-6257	74	20	writing	writing	NOUN
ejpam-6257	74	21	skills	skill	NOUN
ejpam-6257	74	22	and	and	CCONJ
ejpam-6257	74	23	that	that	SCONJ
ejpam-6257	74	24	it	it	PRON
ejpam-6257	74	25	positively	positively	ADV
ejpam-6257	74	26	impacted	impact	VERB
ejpam-6257	74	27	students	student	NOUN
ejpam-6257	74	28	’	'	PUNCT
ejpam-6257	74	29	beliefs	belief	NOUN
ejpam-6257	74	30	about	about	ADP
ejpam-6257	74	31	proofs	proof	NOUN
ejpam-6257	74	32	.	.	PUNCT
ejpam-6257	75	1	the	the	DET
ejpam-6257	75	2	students	student	NOUN
ejpam-6257	75	3	showed	show	VERB
ejpam-6257	75	4	better	well	ADJ
ejpam-6257	75	5	understanding	understanding	NOUN
ejpam-6257	75	6	and	and	CCONJ
ejpam-6257	75	7	application	application	NOUN
ejpam-6257	75	8	of	of	ADP
ejpam-6257	75	9	mathematical	mathematical	ADJ
ejpam-6257	75	10	definitions	definition	NOUN
ejpam-6257	75	11	,	,	PUNCT
ejpam-6257	75	12	showed	show	VERB
ejpam-6257	75	13	better	well	ADJ
ejpam-6257	75	14	logical	logical	ADJ
ejpam-6257	75	15	flow	flow	NOUN
ejpam-6257	75	16	in	in	ADP
ejpam-6257	75	17	their	their	PRON
ejpam-6257	75	18	proofs	proof	NOUN
ejpam-6257	75	19	,	,	PUNCT
ejpam-6257	75	20	and	and	CCONJ
ejpam-6257	75	21	had	have	VERB
ejpam-6257	75	22	more	more	ADJ
ejpam-6257	75	23	confidence	confidence	NOUN
ejpam-6257	75	24	in	in	ADP
ejpam-6257	75	25	their	their	PRON
ejpam-6257	75	26	ability	ability	NOUN
ejpam-6257	75	27	to	to	PART
ejpam-6257	75	28	write	write	VERB
ejpam-6257	75	29	proofs	proof	NOUN
ejpam-6257	75	30	[	[	X
ejpam-6257	75	31	10	10	NUM
ejpam-6257	75	32	]	]	PUNCT
ejpam-6257	75	33	.	.	PUNCT
ejpam-6257	76	1	this	this	DET
ejpam-6257	76	2	study	study	NOUN
ejpam-6257	76	3	presents	present	VERB
ejpam-6257	76	4	an	an	DET
ejpam-6257	76	5	advanced	advanced	ADJ
ejpam-6257	76	6	fuzzy	fuzzy	ADJ
ejpam-6257	76	7	logic	logic	NOUN
ejpam-6257	76	8	-	-	PUNCT
ejpam-6257	76	9	based	base	VERB
ejpam-6257	76	10	framework	framework	NOUN
ejpam-6257	76	11	for	for	ADP
ejpam-6257	76	12	the	the	DET
ejpam-6257	76	13	evaluation	evaluation	NOUN
ejpam-6257	76	14	of	of	ADP
ejpam-6257	76	15	mathematical	mathematical	ADJ
ejpam-6257	76	16	proof	proof	NOUN
ejpam-6257	76	17	,	,	PUNCT
ejpam-6257	76	18	which	which	PRON
ejpam-6257	76	19	is	be	AUX
ejpam-6257	76	20	a	a	DET
ejpam-6257	76	21	flexible	flexible	ADJ
ejpam-6257	76	22	,	,	PUNCT
ejpam-6257	76	23	consistent	consistent	ADJ
ejpam-6257	76	24	,	,	PUNCT
ejpam-6257	76	25	and	and	CCONJ
ejpam-6257	76	26	computationally	computationally	ADV
ejpam-6257	76	27	efficient	efficient	ADJ
ejpam-6257	76	28	,	,	PUNCT
ejpam-6257	76	29	alternative	alternative	ADJ
ejpam-6257	76	30	to	to	ADP
ejpam-6257	76	31	traditional	traditional	ADJ
ejpam-6257	76	32	grading	grade	VERB
ejpam-6257	76	33	by	by	ADP
ejpam-6257	76	34	using	use	VERB
ejpam-6257	76	35	linguistic	linguistic	ADJ
ejpam-6257	76	36	variables	variable	NOUN
ejpam-6257	76	37	,	,	PUNCT
ejpam-6257	76	38	fuzzy	fuzzy	ADJ
ejpam-6257	76	39	inference	inference	NOUN
ejpam-6257	76	40	,	,	PUNCT
ejpam-6257	76	41	and	and	CCONJ
ejpam-6257	76	42	real	real	ADJ
ejpam-6257	76	43	-	-	PUNCT
ejpam-6257	76	44	world	world	NOUN
ejpam-6257	76	45	grading	grade	VERB
ejpam-6257	76	46	data	datum	NOUN
ejpam-6257	76	47	[	[	X
ejpam-6257	76	48	11	11	NUM
ejpam-6257	76	49	]	]	PUNCT
ejpam-6257	76	50	.	.	PUNCT
ejpam-6257	77	1	despite	despite	SCONJ
ejpam-6257	77	2	previous	previous	ADJ
ejpam-6257	77	3	systems	system	NOUN
ejpam-6257	77	4	,	,	PUNCT
ejpam-6257	77	5	there	there	PRON
ejpam-6257	77	6	were	be	VERB
ejpam-6257	77	7	still	still	ADV
ejpam-6257	77	8	difficulties	difficulty	NOUN
ejpam-6257	77	9	that	that	PRON
ejpam-6257	77	10	students	student	NOUN
ejpam-6257	77	11	’	'	PUNCT
ejpam-6257	77	12	proofs	proof	NOUN
ejpam-6257	77	13	presented	present	VERB
ejpam-6257	77	14	in	in	ADP
ejpam-6257	77	15	terms	term	NOUN
ejpam-6257	77	16	of	of	ADP
ejpam-6257	77	17	various	various	ADJ
ejpam-6257	77	18	logical	logical	ADJ
ejpam-6257	77	19	flow	flow	NOUN
ejpam-6257	77	20	and	and	CCONJ
ejpam-6257	77	21	justification	justification	NOUN
ejpam-6257	77	22	.	.	PUNCT
ejpam-6257	78	1	previous	previous	ADJ
ejpam-6257	78	2	assessment	assessment	NOUN
ejpam-6257	78	3	systems	system	NOUN
ejpam-6257	78	4	also	also	ADV
ejpam-6257	78	5	typically	typically	ADV
ejpam-6257	78	6	oversimplified	oversimplify	VERB
ejpam-6257	78	7	students	student	NOUN
ejpam-6257	78	8	’	'	PUNCT
ejpam-6257	78	9	performances	performance	NOUN
ejpam-6257	78	10	to	to	ADP
ejpam-6257	78	11	a	a	DET
ejpam-6257	78	12	greenhouse	greenhouse	NOUN
ejpam-6257	78	13	level	level	NOUN
ejpam-6257	78	14	,	,	PUNCT
ejpam-6257	78	15	not	not	PART
ejpam-6257	78	16	depicting	depict	VERB
ejpam-6257	78	17	the	the	DET
ejpam-6257	78	18	finer	fine	ADJ
ejpam-6257	78	19	differences	difference	NOUN
ejpam-6257	78	20	necessary	necessary	ADJ
ejpam-6257	78	21	to	to	PART
ejpam-6257	78	22	enable	enable	VERB
ejpam-6257	78	23	meaningful	meaningful	ADJ
ejpam-6257	78	24	feedback	feedback	NOUN
ejpam-6257	78	25	.	.	PUNCT
ejpam-6257	79	1	specifically	specifically	ADV
ejpam-6257	79	2	,	,	PUNCT
ejpam-6257	79	3	annabestani	annabestani	PROPN
ejpam-6257	79	4	et	et	PROPN
ejpam-6257	79	5	al	al	PROPN
ejpam-6257	79	6	.	.	PROPN
ejpam-6257	80	1	(	(	PUNCT
ejpam-6257	80	2	2019	2019	NUM
ejpam-6257	80	3	)	)	PUNCT
ejpam-6257	80	4	noted	note	VERB
ejpam-6257	80	5	that	that	SCONJ
ejpam-6257	80	6	standard	standard	ADJ
ejpam-6257	80	7	four	four	NUM
ejpam-6257	80	8	-	-	PUNCT
ejpam-6257	80	9	valued	value	VERB
ejpam-6257	80	10	logic	logic	NOUN
ejpam-6257	80	11	methods	method	NOUN
ejpam-6257	80	12	led	lead	VERB
ejpam-6257	80	13	to	to	ADP
ejpam-6257	80	14	unrealistically	unrealistically	ADV
ejpam-6257	80	15	similar	similar	ADJ
ejpam-6257	80	16	grades	grade	NOUN
ejpam-6257	80	17	and	and	CCONJ
ejpam-6257	80	18	errors	error	NOUN
ejpam-6257	80	19	from	from	ADP
ejpam-6257	80	20	teachers	teacher	NOUN
ejpam-6257	80	21	for	for	ADP
ejpam-6257	80	22	more	more	ADJ
ejpam-6257	80	23	systematic	systematic	ADJ
ejpam-6257	80	24	assessments	assessment	NOUN
ejpam-6257	80	25	.	.	PUNCT
ejpam-6257	81	1	however	however	ADV
ejpam-6257	81	2	,	,	PUNCT
ejpam-6257	81	3	when	when	SCONJ
ejpam-6257	81	4	fuzzy	fuzzy	ADJ
ejpam-6257	81	5	descriptive	descriptive	ADJ
ejpam-6257	81	6	evaluation	evaluation	NOUN
ejpam-6257	81	7	systems	system	NOUN
ejpam-6257	81	8	were	be	AUX
ejpam-6257	81	9	introduced	introduce	VERB
ejpam-6257	81	10	,	,	PUNCT
ejpam-6257	81	11	these	these	DET
ejpam-6257	81	12	problems	problem	NOUN
ejpam-6257	81	13	were	be	AUX
ejpam-6257	81	14	mitigated	mitigate	VERB
ejpam-6257	81	15	,	,	PUNCT
ejpam-6257	81	16	and	and	CCONJ
ejpam-6257	81	17	much	much	ADV
ejpam-6257	81	18	more	more	ADV
ejpam-6257	81	19	nuanced	nuanced	ADJ
ejpam-6257	81	20	and	and	CCONJ
ejpam-6257	81	21	fairer	fair	ADJ
ejpam-6257	81	22	assessments	assessment	NOUN
ejpam-6257	81	23	were	be	AUX
ejpam-6257	81	24	realized	realize	VERB
ejpam-6257	81	25	that	that	SCONJ
ejpam-6257	81	26	better	well	ADV
ejpam-6257	81	27	encapsulated	encapsulate	VERB
ejpam-6257	81	28	the	the	DET
ejpam-6257	81	29	complexities	complexity	NOUN
ejpam-6257	81	30	of	of	ADP
ejpam-6257	81	31	learning	learn	VERB
ejpam-6257	81	32	for	for	ADP
ejpam-6257	81	33	students	student	NOUN
ejpam-6257	81	34	[	[	X
ejpam-6257	81	35	12	12	NUM
ejpam-6257	81	36	]	]	PUNCT
ejpam-6257	81	37	.	.	PUNCT
ejpam-6257	82	1	similar	similar	ADJ
ejpam-6257	82	2	progress	progress	NOUN
ejpam-6257	82	3	had	have	AUX
ejpam-6257	82	4	been	be	AUX
ejpam-6257	82	5	achieved	achieve	VERB
ejpam-6257	82	6	within	within	ADP
ejpam-6257	82	7	outcome	outcome	NOUN
ejpam-6257	82	8	-	-	PUNCT
ejpam-6257	82	9	based	base	VERB
ejpam-6257	82	10	education	education	NOUN
ejpam-6257	82	11	and	and	CCONJ
ejpam-6257	82	12	online	online	ADJ
ejpam-6257	82	13	time	time	NOUN
ejpam-6257	82	14	-	-	PUNCT
ejpam-6257	82	15	based	base	VERB
ejpam-6257	82	16	engineering	engineering	NOUN
ejpam-6257	82	17	m.	m.	NOUN
ejpam-6257	82	18	m.	m.	NOUN
ejpam-6257	82	19	alkandari	alkandari	PROPN
ejpam-6257	82	20	,	,	PUNCT
ejpam-6257	82	21	a.	a.	PROPN
ejpam-6257	82	22	h.	h.	PROPN
ejpam-6257	82	23	alajmi	alajmi	PROPN
ejpam-6257	82	24	/	/	SYM
ejpam-6257	82	25	eur	eur	PROPN
ejpam-6257	82	26	.	.	PUNCT
ejpam-6257	83	1	j.	j.	PROPN
ejpam-6257	83	2	pure	pure	PROPN
ejpam-6257	83	3	appl	appl	PROPN
ejpam-6257	83	4	.	.	PROPN
ejpam-6257	83	5	math	math	PROPN
ejpam-6257	83	6	,	,	PUNCT
ejpam-6257	83	7	18	18	NUM
ejpam-6257	83	8	(	(	PUNCT
ejpam-6257	83	9	3	3	NUM
ejpam-6257	83	10	)	)	PUNCT
ejpam-6257	83	11	(	(	PUNCT
ejpam-6257	83	12	2025	2025	NUM
ejpam-6257	83	13	)	)	PUNCT
ejpam-6257	83	14	,	,	PUNCT
ejpam-6257	83	15	6257	6257	NUM
ejpam-6257	83	16	5	5	NUM
ejpam-6257	83	17	of	of	ADP
ejpam-6257	83	18	25	25	NUM
ejpam-6257	83	19	courses	course	NOUN
ejpam-6257	83	20	,	,	PUNCT
ejpam-6257	83	21	where	where	SCONJ
ejpam-6257	83	22	fuzzy	fuzzy	ADJ
ejpam-6257	83	23	logic	logic	NOUN
ejpam-6257	83	24	models	model	NOUN
ejpam-6257	83	25	of	of	ADP
ejpam-6257	83	26	evaluation	evaluation	NOUN
ejpam-6257	83	27	had	have	AUX
ejpam-6257	83	28	provided	provide	VERB
ejpam-6257	83	29	additional	additional	ADJ
ejpam-6257	83	30	possibilities	possibility	NOUN
ejpam-6257	83	31	for	for	ADP
ejpam-6257	83	32	evaluation	evaluation	NOUN
ejpam-6257	83	33	that	that	PRON
ejpam-6257	83	34	encompassed	encompass	VERB
ejpam-6257	83	35	multiple	multiple	ADJ
ejpam-6257	83	36	performance	performance	NOUN
ejpam-6257	83	37	parameters	parameter	NOUN
ejpam-6257	83	38	that	that	PRON
ejpam-6257	83	39	included	include	VERB
ejpam-6257	83	40	students	student	NOUN
ejpam-6257	83	41	’	'	PUNCT
ejpam-6257	83	42	possible	possible	ADJ
ejpam-6257	83	43	antecedent	antecedent	NOUN
ejpam-6257	83	44	misconceptions	misconception	NOUN
ejpam-6257	83	45	into	into	ADP
ejpam-6257	83	46	consideration	consideration	NOUN
ejpam-6257	83	47	which	which	PRON
ejpam-6257	83	48	led	lead	VERB
ejpam-6257	83	49	to	to	ADP
ejpam-6257	83	50	more	more	ADV
ejpam-6257	83	51	accurate	accurate	ADJ
ejpam-6257	83	52	evaluation	evaluation	NOUN
ejpam-6257	83	53	and	and	CCONJ
ejpam-6257	83	54	better	well	ADJ
ejpam-6257	83	55	instructional	instructional	ADJ
ejpam-6257	83	56	support	support	NOUN
ejpam-6257	83	57	to	to	ADP
ejpam-6257	83	58	students	student	NOUN
ejpam-6257	83	59	.	.	PUNCT
ejpam-6257	84	1	in	in	ADP
ejpam-6257	84	2	summary	summary	NOUN
ejpam-6257	84	3	,	,	PUNCT
ejpam-6257	84	4	these	these	DET
ejpam-6257	84	5	works	work	NOUN
ejpam-6257	84	6	demonstrate	demonstrate	VERB
ejpam-6257	84	7	the	the	DET
ejpam-6257	84	8	potential	potential	NOUN
ejpam-6257	84	9	of	of	ADP
ejpam-6257	84	10	fuzzy	fuzzy	ADJ
ejpam-6257	84	11	logic	logic	NOUN
ejpam-6257	84	12	systems	system	NOUN
ejpam-6257	84	13	for	for	ADP
ejpam-6257	84	14	accommodating	accommodate	VERB
ejpam-6257	84	15	uncertainty	uncertainty	NOUN
ejpam-6257	84	16	and	and	CCONJ
ejpam-6257	84	17	subjectivity	subjectivity	NOUN
ejpam-6257	84	18	in	in	ADP
ejpam-6257	84	19	student	student	NOUN
ejpam-6257	84	20	assessment	assessment	NOUN
ejpam-6257	84	21	whereas	whereas	SCONJ
ejpam-6257	84	22	conventional	conventional	ADJ
ejpam-6257	84	23	methods	method	NOUN
ejpam-6257	84	24	do	do	AUX
ejpam-6257	84	25	not	not	PART
ejpam-6257	84	26	[	[	X
ejpam-6257	84	27	13,14	13,14	NUM
ejpam-6257	84	28	]	]	PUNCT
ejpam-6257	84	29	.	.	PUNCT
ejpam-6257	85	1	recent	recent	ADJ
ejpam-6257	85	2	trends	trend	NOUN
ejpam-6257	85	3	in	in	ADP
ejpam-6257	85	4	fuzzy	fuzzy	ADJ
ejpam-6257	85	5	logic	logic	NOUN
ejpam-6257	85	6	by	by	ADP
ejpam-6257	85	7	combining	combine	VERB
ejpam-6257	85	8	fuzzy	fuzzy	ADJ
ejpam-6257	85	9	logic	logic	NOUN
ejpam-6257	85	10	with	with	ADP
ejpam-6257	85	11	multi	multi	ADJ
ejpam-6257	85	12	-	-	ADJ
ejpam-6257	85	13	criteria	criterion	NOUN
ejpam-6257	85	14	decision	decision	NOUN
ejpam-6257	85	15	making	making	NOUN
ejpam-6257	85	16	(	(	PUNCT
ejpam-6257	85	17	mcdm	mcdm	ADJ
ejpam-6257	85	18	)	)	PUNCT
ejpam-6257	85	19	methods	method	NOUN
ejpam-6257	85	20	provide	provide	VERB
ejpam-6257	85	21	more	more	ADJ
ejpam-6257	85	22	evidence	evidence	NOUN
ejpam-6257	85	23	that	that	SCONJ
ejpam-6257	85	24	fuzzy	fuzzy	ADJ
ejpam-6257	85	25	logic	logic	NOUN
ejpam-6257	85	26	is	be	AUX
ejpam-6257	85	27	suitable	suitable	ADJ
ejpam-6257	85	28	for	for	ADP
ejpam-6257	85	29	addressing	address	VERB
ejpam-6257	85	30	complex	complex	ADJ
ejpam-6257	85	31	,	,	PUNCT
ejpam-6257	85	32	uncertain	uncertain	ADJ
ejpam-6257	85	33	domains	domain	NOUN
ejpam-6257	85	34	like	like	ADP
ejpam-6257	85	35	education	education	NOUN
ejpam-6257	85	36	.	.	PUNCT
ejpam-6257	86	1	ejegwa	ejegwa	PROPN
ejpam-6257	86	2	et	et	PROPN
ejpam-6257	86	3	al	al	PROPN
ejpam-6257	86	4	.	.	PROPN
ejpam-6257	87	1	(	(	PUNCT
ejpam-6257	87	2	2024	2024	NUM
ejpam-6257	87	3	)	)	PUNCT
ejpam-6257	87	4	have	have	AUX
ejpam-6257	87	5	already	already	ADV
ejpam-6257	87	6	examined	examine	VERB
ejpam-6257	87	7	the	the	DET
ejpam-6257	87	8	integration	integration	NOUN
ejpam-6257	87	9	of	of	ADP
ejpam-6257	87	10	a	a	DET
ejpam-6257	87	11	fermatean	fermatean	ADJ
ejpam-6257	87	12	fuzzy	fuzzy	ADJ
ejpam-6257	87	13	distance	distance	NOUN
ejpam-6257	87	14	metric	metric	ADJ
ejpam-6257	87	15	and	and	CCONJ
ejpam-6257	87	16	mcdm	mcdm	ADJ
ejpam-6257	87	17	to	to	PART
ejpam-6257	87	18	assess	assess	VERB
ejpam-6257	87	19	a	a	DET
ejpam-6257	87	20	security	security	NOUN
ejpam-6257	87	21	crisis	crisis	NOUN
ejpam-6257	87	22	,	,	PUNCT
ejpam-6257	87	23	and	and	CCONJ
ejpam-6257	87	24	the	the	DET
ejpam-6257	87	25	findings	finding	NOUN
ejpam-6257	87	26	from	from	ADP
ejpam-6257	87	27	more	more	ADV
ejpam-6257	87	28	advanced	advanced	ADJ
ejpam-6257	87	29	fuzzy	fuzzy	ADJ
ejpam-6257	87	30	models	model	NOUN
ejpam-6257	87	31	support	support	VERB
ejpam-6257	87	32	the	the	DET
ejpam-6257	87	33	possibilities	possibility	NOUN
ejpam-6257	87	34	for	for	ADP
ejpam-6257	87	35	the	the	DET
ejpam-6257	87	36	future	future	NOUN
ejpam-6257	87	37	and	and	CCONJ
ejpam-6257	87	38	suitability	suitability	NOUN
ejpam-6257	87	39	of	of	ADP
ejpam-6257	87	40	fuzzy	fuzzy	ADJ
ejpam-6257	87	41	models	model	NOUN
ejpam-6257	87	42	to	to	PART
ejpam-6257	87	43	address	address	VERB
ejpam-6257	87	44	uncertainty	uncertainty	NOUN
ejpam-6257	87	45	[	[	X
ejpam-6257	87	46	15	15	NUM
ejpam-6257	87	47	]	]	PUNCT
ejpam-6257	87	48	.	.	PUNCT
ejpam-6257	88	1	likewise	likewise	ADV
ejpam-6257	88	2	,	,	PUNCT
ejpam-6257	88	3	kousar	kousar	PROPN
ejpam-6257	88	4	,	,	PUNCT
ejpam-6257	88	5	et	et	PROPN
ejpam-6257	88	6	al	al	PROPN
ejpam-6257	88	7	.	.	PROPN
ejpam-6257	89	1	(	(	PUNCT
ejpam-6257	89	2	2024	2024	NUM
ejpam-6257	89	3	)	)	PUNCT
ejpam-6257	89	4	utilized	utilize	VERB
ejpam-6257	89	5	mcdm	mcdm	ADV
ejpam-6257	89	6	for	for	ADP
ejpam-6257	89	7	environmental	environmental	ADJ
ejpam-6257	89	8	decision	decision	NOUN
ejpam-6257	89	9	-	-	PUNCT
ejpam-6257	89	10	making	making	NOUN
ejpam-6257	89	11	[	[	X
ejpam-6257	89	12	16	16	NUM
ejpam-6257	89	13	]	]	PUNCT
ejpam-6257	89	14	.	.	PUNCT
ejpam-6257	90	1	moreover	moreover	ADV
ejpam-6257	90	2	,	,	PUNCT
ejpam-6257	90	3	both	both	DET
ejpam-6257	90	4	sri	sri	PROPN
ejpam-6257	90	5	,	,	PUNCT
ejpam-6257	90	6	et	et	PROPN
ejpam-6257	90	7	al	al	PROPN
ejpam-6257	90	8	.	.	PROPN
ejpam-6257	91	1	(	(	PUNCT
ejpam-6257	91	2	2024	2024	NUM
ejpam-6257	91	3	)	)	PUNCT
ejpam-6257	91	4	and	and	CCONJ
ejpam-6257	91	5	jayakumar	jayakumar	NOUN
ejpam-6257	91	6	,	,	PUNCT
ejpam-6257	91	7	et	et	PROPN
ejpam-6257	91	8	al	al	PROPN
ejpam-6257	91	9	.	.	PROPN
ejpam-6257	92	1	(	(	PUNCT
ejpam-6257	92	2	2024	2024	NUM
ejpam-6257	92	3	)	)	PUNCT
ejpam-6257	92	4	applied	apply	VERB
ejpam-6257	92	5	fuzzy	fuzzy	ADJ
ejpam-6257	92	6	mcdm	mcdm	ADJ
ejpam-6257	92	7	frameworks	framework	NOUN
ejpam-6257	92	8	that	that	PRON
ejpam-6257	92	9	dealt	deal	VERB
ejpam-6257	92	10	with	with	ADP
ejpam-6257	92	11	positive	positive	ADJ
ejpam-6257	92	12	/	/	SYM
ejpam-6257	92	13	negative	negative	ADJ
ejpam-6257	92	14	attributes	attribute	NOUN
ejpam-6257	92	15	and	and	CCONJ
ejpam-6257	92	16	prioritized	prioritize	VERB
ejpam-6257	92	17	risk	risk	NOUN
ejpam-6257	92	18	factors	factor	NOUN
ejpam-6257	92	19	respectively	respectively	ADV
ejpam-6257	92	20	[	[	X
ejpam-6257	92	21	17	17	NUM
ejpam-6257	92	22	,	,	PUNCT
ejpam-6257	92	23	18	18	NUM
ejpam-6257	92	24	]	]	PUNCT
ejpam-6257	92	25	.	.	PUNCT
ejpam-6257	93	1	surya	surya	PROPN
ejpam-6257	93	2	,	,	PUNCT
ejpam-6257	93	3	et	et	PROPN
ejpam-6257	93	4	al	al	PROPN
ejpam-6257	93	5	.	.	PUNCT
ejpam-6257	93	6	(	(	PUNCT
ejpam-6257	93	7	2024	2024	NUM
ejpam-6257	93	8	)	)	PUNCT
ejpam-6257	93	9	,	,	PUNCT
ejpam-6257	93	10	on	on	ADP
ejpam-6257	93	11	the	the	DET
ejpam-6257	93	12	other	other	ADJ
ejpam-6257	93	13	hand	hand	NOUN
ejpam-6257	93	14	,	,	PUNCT
ejpam-6257	93	15	proposed	propose	VERB
ejpam-6257	93	16	new	new	ADJ
ejpam-6257	93	17	entropy	entropy	NOUN
ejpam-6257	93	18	measures	measure	NOUN
ejpam-6257	93	19	for	for	ADP
ejpam-6257	93	20	fuzzy	fuzzy	ADJ
ejpam-6257	93	21	hypersoft	hypersoft	NOUN
ejpam-6257	93	22	sets	set	NOUN
ejpam-6257	93	23	which	which	PRON
ejpam-6257	93	24	contributed	contribute	VERB
ejpam-6257	93	25	to	to	ADP
ejpam-6257	93	26	multi	multi	ADJ
ejpam-6257	93	27	-	-	ADJ
ejpam-6257	93	28	attribute	attribute	NOUN
ejpam-6257	93	29	decisions	decision	NOUN
ejpam-6257	93	30	.	.	PUNCT
ejpam-6257	94	1	these	these	DET
ejpam-6257	94	2	approaches	approach	NOUN
ejpam-6257	94	3	are	be	AUX
ejpam-6257	94	4	very	very	ADV
ejpam-6257	94	5	relevant	relevant	ADJ
ejpam-6257	94	6	in	in	ADP
ejpam-6257	94	7	educational	educational	ADJ
ejpam-6257	94	8	grading	grading	NOUN
ejpam-6257	94	9	,	,	PUNCT
ejpam-6257	94	10	where	where	SCONJ
ejpam-6257	94	11	there	there	PRON
ejpam-6257	94	12	are	be	VERB
ejpam-6257	94	13	multiple	multiple	ADJ
ejpam-6257	94	14	subjective	subjective	ADJ
ejpam-6257	94	15	factors	factor	NOUN
ejpam-6257	94	16	with	with	ADP
ejpam-6257	94	17	criteria	criterion	NOUN
ejpam-6257	94	18	unrelated	unrelated	ADJ
ejpam-6257	94	19	to	to	ADP
ejpam-6257	94	20	the	the	DET
ejpam-6257	94	21	other	other	ADJ
ejpam-6257	94	22	criteria	criterion	NOUN
ejpam-6257	94	23	evaluated	evaluate	VERB
ejpam-6257	94	24	or	or	CCONJ
ejpam-6257	94	25	factored	factor	VERB
ejpam-6257	94	26	for	for	ADP
ejpam-6257	94	27	each	each	DET
ejpam-6257	94	28	outcome	outcome	NOUN
ejpam-6257	94	29	[	[	X
ejpam-6257	94	30	19	19	NUM
ejpam-6257	94	31	]	]	PUNCT
ejpam-6257	94	32	.	.	PUNCT
ejpam-6257	95	1	in	in	ADP
ejpam-6257	95	2	a	a	DET
ejpam-6257	95	3	recent	recent	ADJ
ejpam-6257	95	4	study	study	NOUN
ejpam-6257	95	5	,	,	PUNCT
ejpam-6257	95	6	fuzzy	fuzzy	ADJ
ejpam-6257	95	7	logic	logic	NOUN
ejpam-6257	95	8	was	be	AUX
ejpam-6257	95	9	applied	apply	VERB
ejpam-6257	95	10	to	to	PART
ejpam-6257	95	11	monitor	monitor	VERB
ejpam-6257	95	12	students	student	NOUN
ejpam-6257	95	13	’	'	PUNCT
ejpam-6257	95	14	academic	academic	ADJ
ejpam-6257	95	15	achievement	achievement	NOUN
ejpam-6257	95	16	in	in	ADP
ejpam-6257	95	17	a	a	DET
ejpam-6257	95	18	supervised	supervised	ADJ
ejpam-6257	95	19	outcome	outcome	NOUN
ejpam-6257	95	20	-	-	PUNCT
ejpam-6257	95	21	based	base	VERB
ejpam-6257	95	22	education	education	NOUN
ejpam-6257	95	23	(	(	PUNCT
ejpam-6257	95	24	obe	obe	PROPN
ejpam-6257	95	25	)	)	PUNCT
ejpam-6257	95	26	framework	framework	NOUN
ejpam-6257	95	27	.	.	PUNCT
ejpam-6257	96	1	the	the	DET
ejpam-6257	96	2	study	study	NOUN
ejpam-6257	96	3	comprised	comprise	VERB
ejpam-6257	96	4	a	a	DET
ejpam-6257	96	5	fuzzy	fuzzy	ADJ
ejpam-6257	96	6	inference	inference	NOUN
ejpam-6257	96	7	system	system	NOUN
ejpam-6257	96	8	incorporating	incorporate	VERB
ejpam-6257	96	9	extraneous	extraneous	ADJ
ejpam-6257	96	10	factors	factor	NOUN
ejpam-6257	96	11	such	such	ADJ
ejpam-6257	96	12	as	as	ADP
ejpam-6257	96	13	direct	direct	ADJ
ejpam-6257	96	14	assessment	assessment	NOUN
ejpam-6257	96	15	,	,	PUNCT
ejpam-6257	96	16	indirect	indirect	ADJ
ejpam-6257	96	17	assessment	assessment	NOUN
ejpam-6257	96	18	,	,	PUNCT
ejpam-6257	96	19	and	and	CCONJ
ejpam-6257	96	20	student	student	NOUN
ejpam-6257	96	21	stress	stress	NOUN
ejpam-6257	96	22	levels	level	NOUN
ejpam-6257	96	23	.	.	PUNCT
ejpam-6257	97	1	the	the	DET
ejpam-6257	97	2	fuzzy	fuzzy	ADJ
ejpam-6257	97	3	inference	inference	NOUN
ejpam-6257	97	4	systems	system	NOUN
ejpam-6257	97	5	drew	draw	VERB
ejpam-6257	97	6	on	on	ADP
ejpam-6257	97	7	both	both	CCONJ
ejpam-6257	97	8	mamdani	mamdani	NOUN
ejpam-6257	97	9	and	and	CCONJ
ejpam-6257	97	10	sugeno	sugeno	NOUN
ejpam-6257	97	11	methods	method	NOUN
ejpam-6257	97	12	for	for	ADP
ejpam-6257	97	13	approach	approach	NOUN
ejpam-6257	97	14	.	.	PUNCT
ejpam-6257	98	1	the	the	DET
ejpam-6257	98	2	system	system	NOUN
ejpam-6257	98	3	evaluated	evaluate	VERB
ejpam-6257	98	4	student	student	NOUN
ejpam-6257	98	5	performance	performance	NOUN
ejpam-6257	98	6	in	in	ADP
ejpam-6257	98	7	zones	zone	NOUN
ejpam-6257	98	8	(	(	PUNCT
ejpam-6257	98	9	comfort	comfort	NOUN
ejpam-6257	98	10	,	,	PUNCT
ejpam-6257	98	11	average	average	ADJ
ejpam-6257	98	12	,	,	PUNCT
ejpam-6257	98	13	and	and	CCONJ
ejpam-6257	98	14	highly	highly	ADV
ejpam-6257	98	15	stressed	stressed	ADJ
ejpam-6257	98	16	)	)	PUNCT
ejpam-6257	98	17	,	,	PUNCT
ejpam-6257	98	18	enabling	enable	VERB
ejpam-6257	98	19	the	the	DET
ejpam-6257	98	20	evaluation	evaluation	NOUN
ejpam-6257	98	21	system	system	NOUN
ejpam-6257	98	22	to	to	PART
ejpam-6257	98	23	provide	provide	VERB
ejpam-6257	98	24	measures	measure	NOUN
ejpam-6257	98	25	based	base	VERB
ejpam-6257	98	26	on	on	ADP
ejpam-6257	98	27	stress	stress	NOUN
ejpam-6257	98	28	while	while	SCONJ
ejpam-6257	98	29	also	also	ADV
ejpam-6257	98	30	providing	provide	VERB
ejpam-6257	98	31	targeted	target	VERB
ejpam-6257	98	32	intervention	intervention	NOUN
ejpam-6257	98	33	where	where	SCONJ
ejpam-6257	98	34	the	the	DET
ejpam-6257	98	35	individual	individual	NOUN
ejpam-6257	98	36	’s	’s	PART
ejpam-6257	98	37	academic	academic	ADJ
ejpam-6257	98	38	stress	stress	NOUN
ejpam-6257	98	39	is	be	AUX
ejpam-6257	98	40	considerably	considerably	ADV
ejpam-6257	98	41	less	less	ADJ
ejpam-6257	98	42	than	than	ADP
ejpam-6257	98	43	normal	normal	ADJ
ejpam-6257	98	44	.	.	PUNCT
ejpam-6257	99	1	a	a	DET
ejpam-6257	99	2	prototype	prototype	NOUN
ejpam-6257	99	3	mobile	mobile	ADJ
ejpam-6257	99	4	application	application	NOUN
ejpam-6257	99	5	highlighted	highlight	VERB
ejpam-6257	99	6	the	the	DET
ejpam-6257	99	7	application	application	NOUN
ejpam-6257	99	8	of	of	ADP
ejpam-6257	99	9	a	a	DET
ejpam-6257	99	10	measurement	measurement	NOUN
ejpam-6257	99	11	system	system	NOUN
ejpam-6257	99	12	[	[	X
ejpam-6257	99	13	20	20	NUM
ejpam-6257	99	14	]	]	PUNCT
ejpam-6257	99	15	.	.	PUNCT
ejpam-6257	100	1	moreover	moreover	ADV
ejpam-6257	100	2	,	,	PUNCT
ejpam-6257	100	3	a	a	DET
ejpam-6257	100	4	recent	recent	ADJ
ejpam-6257	100	5	study	study	NOUN
ejpam-6257	100	6	introduces	introduce	VERB
ejpam-6257	100	7	a	a	DET
ejpam-6257	100	8	fuzzy	fuzzy	ADJ
ejpam-6257	100	9	expert	expert	NOUN
ejpam-6257	100	10	system	system	NOUN
ejpam-6257	100	11	(	(	PUNCT
ejpam-6257	100	12	fes	fes	NOUN
ejpam-6257	100	13	)	)	PUNCT
ejpam-6257	100	14	to	to	PART
ejpam-6257	100	15	evaluate	evaluate	VERB
ejpam-6257	100	16	student	student	NOUN
ejpam-6257	100	17	academic	academic	ADJ
ejpam-6257	100	18	performance	performance	NOUN
ejpam-6257	100	19	in	in	ADP
ejpam-6257	100	20	a	a	DET
ejpam-6257	100	21	supervised	supervised	ADJ
ejpam-6257	100	22	laboratory	laboratory	NOUN
ejpam-6257	100	23	context	context	NOUN
ejpam-6257	100	24	,	,	PUNCT
ejpam-6257	100	25	including	include	VERB
ejpam-6257	100	26	numerous	numerous	ADJ
ejpam-6257	100	27	linguistic	linguistic	ADJ
ejpam-6257	100	28	factors	factor	NOUN
ejpam-6257	100	29	.	.	PUNCT
ejpam-6257	101	1	the	the	DET
ejpam-6257	101	2	system	system	NOUN
ejpam-6257	101	3	incorporates	incorporate	VERB
ejpam-6257	101	4	seven	seven	NUM
ejpam-6257	101	5	key	key	ADJ
ejpam-6257	101	6	input	input	NOUN
ejpam-6257	101	7	variables	variable	NOUN
ejpam-6257	101	8	:	:	PUNCT
ejpam-6257	101	9	stress	stress	NOUN
ejpam-6257	101	10	,	,	PUNCT
ejpam-6257	101	11	motivation	motivation	NOUN
ejpam-6257	101	12	,	,	PUNCT
ejpam-6257	101	13	confidence	confidence	NOUN
ejpam-6257	101	14	,	,	PUNCT
ejpam-6257	101	15	parental	parental	ADJ
ejpam-6257	101	16	support	support	NOUN
ejpam-6257	101	17	and	and	CCONJ
ejpam-6257	101	18	availability	availability	NOUN
ejpam-6257	101	19	,	,	PUNCT
ejpam-6257	101	20	self	self	NOUN
ejpam-6257	101	21	-	-	PUNCT
ejpam-6257	101	22	study	study	NOUN
ejpam-6257	101	23	hours	hour	NOUN
ejpam-6257	101	24	,	,	PUNCT
ejpam-6257	101	25	punctuality	punctuality	NOUN
ejpam-6257	101	26	,	,	PUNCT
ejpam-6257	101	27	and	and	CCONJ
ejpam-6257	101	28	peer	peer	NOUN
ejpam-6257	101	29	influence	influence	NOUN
ejpam-6257	101	30	.	.	PUNCT
ejpam-6257	102	1	utilizing	utilize	VERB
ejpam-6257	102	2	various	various	ADJ
ejpam-6257	102	3	defuzzification	defuzzification	NOUN
ejpam-6257	102	4	techniques	technique	NOUN
ejpam-6257	102	5	,	,	PUNCT
ejpam-6257	102	6	including	include	VERB
ejpam-6257	102	7	centroid	centroid	NOUN
ejpam-6257	102	8	,	,	PUNCT
ejpam-6257	102	9	bisector	bisector	NOUN
ejpam-6257	102	10	,	,	PUNCT
ejpam-6257	102	11	and	and	CCONJ
ejpam-6257	102	12	mean	mean	NOUN
ejpam-6257	102	13	of	of	ADP
ejpam-6257	102	14	maxima	maxima	NOUN
ejpam-6257	102	15	methods	method	NOUN
ejpam-6257	102	16	,	,	PUNCT
ejpam-6257	102	17	the	the	DET
ejpam-6257	102	18	fes	fes	NOUN
ejpam-6257	102	19	provides	provide	VERB
ejpam-6257	102	20	precise	precise	ADJ
ejpam-6257	102	21	and	and	CCONJ
ejpam-6257	102	22	measurable	measurable	ADJ
ejpam-6257	102	23	assessments	assessment	NOUN
ejpam-6257	102	24	of	of	ADP
ejpam-6257	102	25	student	student	NOUN
ejpam-6257	102	26	performance	performance	NOUN
ejpam-6257	102	27	.	.	PUNCT
ejpam-6257	103	1	the	the	DET
ejpam-6257	103	2	research	research	NOUN
ejpam-6257	103	3	concludes	conclude	VERB
ejpam-6257	103	4	that	that	SCONJ
ejpam-6257	103	5	all	all	DET
ejpam-6257	103	6	three	three	NUM
ejpam-6257	103	7	defuzzification	defuzzification	NOUN
ejpam-6257	103	8	methods	method	NOUN
ejpam-6257	103	9	perform	perform	VERB
ejpam-6257	103	10	equally	equally	ADV
ejpam-6257	103	11	well	well	ADV
ejpam-6257	103	12	,	,	PUNCT
ejpam-6257	103	13	offering	offer	VERB
ejpam-6257	103	14	educational	educational	ADJ
ejpam-6257	103	15	institutions	institution	NOUN
ejpam-6257	103	16	a	a	DET
ejpam-6257	103	17	robust	robust	ADJ
ejpam-6257	103	18	tool	tool	NOUN
ejpam-6257	103	19	for	for	ADP
ejpam-6257	103	20	identifying	identify	VERB
ejpam-6257	103	21	factors	factor	NOUN
ejpam-6257	103	22	influencing	influence	VERB
ejpam-6257	103	23	student	student	NOUN
ejpam-6257	103	24	outcomes	outcome	NOUN
ejpam-6257	103	25	and	and	CCONJ
ejpam-6257	103	26	tailoring	tailor	VERB
ejpam-6257	103	27	interventions	intervention	NOUN
ejpam-6257	103	28	accordingly[21	accordingly[21	X
ejpam-6257	103	29	]	]	PUNCT
ejpam-6257	103	30	.	.	PUNCT
ejpam-6257	104	1	in	in	ADP
ejpam-6257	104	2	summary	summary	NOUN
ejpam-6257	104	3	,	,	PUNCT
ejpam-6257	104	4	this	this	DET
ejpam-6257	104	5	study	study	NOUN
ejpam-6257	104	6	proposes	propose	VERB
ejpam-6257	104	7	a	a	DET
ejpam-6257	104	8	fuzzy	fuzzy	ADJ
ejpam-6257	104	9	logic	logic	NOUN
ejpam-6257	104	10	-	-	PUNCT
ejpam-6257	104	11	based	base	VERB
ejpam-6257	104	12	system	system	NOUN
ejpam-6257	104	13	developed	develop	VERB
ejpam-6257	104	14	in	in	ADP
ejpam-6257	104	15	python	python	NOUN
ejpam-6257	104	16	to	to	PART
ejpam-6257	104	17	approximate	approximate	VERB
ejpam-6257	104	18	grading	grade	VERB
ejpam-6257	104	19	consistent	consistent	ADJ
ejpam-6257	104	20	with	with	ADP
ejpam-6257	104	21	professor	professor	NOUN
ejpam-6257	104	22	criteria	criterion	NOUN
ejpam-6257	104	23	,	,	PUNCT
ejpam-6257	104	24	aiming	aim	VERB
ejpam-6257	104	25	to	to	PART
ejpam-6257	104	26	improve	improve	VERB
ejpam-6257	104	27	the	the	DET
ejpam-6257	104	28	accuracy	accuracy	NOUN
ejpam-6257	104	29	and	and	CCONJ
ejpam-6257	104	30	meaningfulness	meaningfulness	NOUN
ejpam-6257	104	31	of	of	ADP
ejpam-6257	104	32	student	student	NOUN
ejpam-6257	104	33	proof	proof	NOUN
ejpam-6257	104	34	assessments	assessment	NOUN
ejpam-6257	104	35	.	.	PUNCT
ejpam-6257	105	1	this	this	DET
ejpam-6257	105	2	paper	paper	NOUN
ejpam-6257	105	3	is	be	AUX
ejpam-6257	105	4	divided	divide	VERB
ejpam-6257	105	5	into	into	ADP
ejpam-6257	105	6	four	four	NUM
ejpam-6257	105	7	sections	section	NOUN
ejpam-6257	105	8	:	:	PUNCT
ejpam-6257	105	9	section	section	NOUN
ejpam-6257	105	10	one	one	NUM
ejpam-6257	105	11	:	:	PUNCT
ejpam-6257	105	12	introduction	introduction	NOUN
ejpam-6257	105	13	,	,	PUNCT
ejpam-6257	105	14	section	section	NOUN
ejpam-6257	105	15	two	two	NUM
ejpam-6257	105	16	:	:	PUNCT
ejpam-6257	105	17	methodology	methodology	NOUN
ejpam-6257	105	18	,	,	PUNCT
ejpam-6257	105	19	section	section	NOUN
ejpam-6257	105	20	three	three	NUM
ejpam-6257	105	21	:	:	PUNCT
ejpam-6257	105	22	results	result	NOUN
ejpam-6257	105	23	,	,	PUNCT
ejpam-6257	105	24	section	section	NOUN
ejpam-6257	105	25	four	four	NUM
ejpam-6257	105	26	:	:	PUNCT
ejpam-6257	105	27	discussion	discussion	NOUN
ejpam-6257	105	28	,	,	PUNCT
ejpam-6257	105	29	section	section	NOUN
ejpam-6257	105	30	five	five	NUM
ejpam-6257	105	31	:	:	PUNCT
ejpam-6257	105	32	conclusion	conclusion	NOUN
ejpam-6257	105	33	and	and	CCONJ
ejpam-6257	105	34	section	section	NOUN
ejpam-6257	105	35	6	6	NUM
ejpam-6257	105	36	limitations	limitation	NOUN
ejpam-6257	105	37	and	and	CCONJ
ejpam-6257	105	38	future	future	ADJ
ejpam-6257	105	39	directions	direction	NOUN
ejpam-6257	105	40	.	.	PUNCT
ejpam-6257	106	1	m.	m.	NOUN
ejpam-6257	106	2	m.	m.	PROPN
ejpam-6257	106	3	alkandari	alkandari	PROPN
ejpam-6257	106	4	,	,	PUNCT
ejpam-6257	106	5	a.	a.	PROPN
ejpam-6257	106	6	h.	h.	PROPN
ejpam-6257	106	7	alajmi	alajmi	PROPN
ejpam-6257	106	8	/	/	SYM
ejpam-6257	106	9	eur	eur	PROPN
ejpam-6257	106	10	.	.	PUNCT
ejpam-6257	107	1	j.	j.	PROPN
ejpam-6257	107	2	pure	pure	PROPN
ejpam-6257	107	3	appl	appl	PROPN
ejpam-6257	107	4	.	.	PROPN
ejpam-6257	107	5	math	math	PROPN
ejpam-6257	107	6	,	,	PUNCT
ejpam-6257	107	7	18	18	NUM
ejpam-6257	107	8	(	(	PUNCT
ejpam-6257	107	9	3	3	NUM
ejpam-6257	107	10	)	)	PUNCT
ejpam-6257	107	11	(	(	PUNCT
ejpam-6257	107	12	2025	2025	NUM
ejpam-6257	107	13	)	)	PUNCT
ejpam-6257	107	14	,	,	PUNCT
ejpam-6257	107	15	6257	6257	NUM
ejpam-6257	107	16	6	6	NUM
ejpam-6257	107	17	of	of	ADP
ejpam-6257	107	18	25	25	NUM
ejpam-6257	107	19	2	2	NUM
ejpam-6257	107	20	.	.	PUNCT
ejpam-6257	107	21	material	material	NOUN
ejpam-6257	107	22	and	and	CCONJ
ejpam-6257	107	23	methods	method	NOUN
ejpam-6257	107	24	2.1	2.1	NUM
ejpam-6257	107	25	.	.	PUNCT
ejpam-6257	108	1	data	datum	NOUN
ejpam-6257	108	2	collection	collection	NOUN
ejpam-6257	108	3	the	the	DET
ejpam-6257	108	4	data	data	NOUN
ejpam-6257	108	5	consists	consist	VERB
ejpam-6257	108	6	of	of	ADP
ejpam-6257	108	7	grades	grade	NOUN
ejpam-6257	108	8	from	from	ADP
ejpam-6257	108	9	20	20	NUM
ejpam-6257	108	10	students	student	NOUN
ejpam-6257	108	11	for	for	ADP
ejpam-6257	108	12	four	four	NUM
ejpam-6257	108	13	assessment	assessment	NOUN
ejpam-6257	108	14	questions	question	NOUN
ejpam-6257	108	15	(	(	PUNCT
ejpam-6257	108	16	q1	q1	PROPN
ejpam-6257	108	17	,	,	PUNCT
ejpam-6257	108	18	q2	q2	NOUN
ejpam-6257	108	19	,	,	PUNCT
ejpam-6257	108	20	q3	q3	PROPN
ejpam-6257	108	21	,	,	PUNCT
ejpam-6257	108	22	q4	q4	PROPN
ejpam-6257	108	23	)	)	PUNCT
ejpam-6257	108	24	and	and	CCONJ
ejpam-6257	108	25	the	the	DET
ejpam-6257	108	26	grade	grade	NOUN
ejpam-6257	108	27	assigned	assign	VERB
ejpam-6257	108	28	by	by	ADP
ejpam-6257	108	29	the	the	DET
ejpam-6257	108	30	professor	professor	NOUN
ejpam-6257	108	31	for	for	ADP
ejpam-6257	108	32	each	each	DET
ejpam-6257	108	33	student	student	NOUN
ejpam-6257	108	34	.	.	PUNCT
ejpam-6257	109	1	the	the	DET
ejpam-6257	109	2	scores	score	NOUN
ejpam-6257	109	3	of	of	ADP
ejpam-6257	109	4	the	the	DET
ejpam-6257	109	5	students	student	NOUN
ejpam-6257	109	6	for	for	ADP
ejpam-6257	109	7	every	every	DET
ejpam-6257	109	8	question	question	NOUN
ejpam-6257	109	9	are	be	AUX
ejpam-6257	109	10	in	in	ADP
ejpam-6257	109	11	the	the	DET
ejpam-6257	109	12	range	range	NOUN
ejpam-6257	109	13	0,0.5,1,1.5,2	0,0.5,1,1.5,2	NOUN
ejpam-6257	109	14	.	.	PUNCT
ejpam-6257	110	1	the	the	DET
ejpam-6257	110	2	professors	professor	NOUN
ejpam-6257	110	3	’	’	PART
ejpam-6257	110	4	grades	grade	NOUN
ejpam-6257	110	5	,	,	PUNCT
ejpam-6257	110	6	between	between	ADP
ejpam-6257	110	7	0	0	NUM
ejpam-6257	110	8	and	and	CCONJ
ejpam-6257	110	9	10	10	NUM
ejpam-6257	110	10	,	,	PUNCT
ejpam-6257	110	11	provide	provide	VERB
ejpam-6257	110	12	the	the	DET
ejpam-6257	110	13	basis	basis	NOUN
ejpam-6257	110	14	to	to	PART
ejpam-6257	110	15	judge	judge	VERB
ejpam-6257	110	16	the	the	DET
ejpam-6257	110	17	performance	performance	NOUN
ejpam-6257	110	18	of	of	ADP
ejpam-6257	110	19	the	the	DET
ejpam-6257	110	20	fuzzy	fuzzy	ADJ
ejpam-6257	110	21	logic	logic	NOUN
ejpam-6257	110	22	system	system	NOUN
ejpam-6257	110	23	.	.	PUNCT
ejpam-6257	111	1	the	the	DET
ejpam-6257	111	2	data	datum	NOUN
ejpam-6257	111	3	has	have	VERB
ejpam-6257	111	4	the	the	DET
ejpam-6257	111	5	following	follow	VERB
ejpam-6257	111	6	structure	structure	NOUN
ejpam-6257	111	7	:	:	PUNCT
ejpam-6257	111	8	q1	q1	PROPN
ejpam-6257	111	9	,	,	PUNCT
ejpam-6257	111	10	q2	q2	PROPN
ejpam-6257	111	11	,	,	PUNCT
ejpam-6257	111	12	q3	q3	PROPN
ejpam-6257	111	13	,	,	PUNCT
ejpam-6257	111	14	q4	q4	PROPN
ejpam-6257	111	15	:	:	PUNCT
ejpam-6257	111	16	scores	score	NOUN
ejpam-6257	111	17	for	for	ADP
ejpam-6257	111	18	each	each	DET
ejpam-6257	111	19	student	student	NOUN
ejpam-6257	111	20	on	on	ADP
ejpam-6257	111	21	four	four	NUM
ejpam-6257	111	22	assessment	assessment	NOUN
ejpam-6257	111	23	questions	question	NOUN
ejpam-6257	111	24	the	the	DET
ejpam-6257	111	25	individual	individual	ADJ
ejpam-6257	111	26	question	question	NOUN
ejpam-6257	111	27	scores	score	NOUN
ejpam-6257	111	28	,	,	PUNCT
ejpam-6257	111	29	which	which	PRON
ejpam-6257	111	30	are	be	AUX
ejpam-6257	111	31	initially	initially	ADV
ejpam-6257	111	32	in	in	ADP
ejpam-6257	111	33	the	the	DET
ejpam-6257	111	34	range	range	NOUN
ejpam-6257	111	35	of	of	ADP
ejpam-6257	111	36	0	0	NUM
ejpam-6257	111	37	,	,	PUNCT
ejpam-6257	111	38	0.5	0.5	NUM
ejpam-6257	111	39	,	,	PUNCT
ejpam-6257	111	40	1	1	NUM
ejpam-6257	111	41	,	,	PUNCT
ejpam-6257	111	42	1.5	1.5	NUM
ejpam-6257	111	43	,	,	PUNCT
ejpam-6257	111	44	and	and	CCONJ
ejpam-6257	111	45	2	2	NUM
ejpam-6257	111	46	,	,	PUNCT
ejpam-6257	111	47	are	be	AUX
ejpam-6257	111	48	scaled	scale	VERB
ejpam-6257	111	49	to	to	ADP
ejpam-6257	111	50	a	a	DET
ejpam-6257	111	51	0	0	NUM
ejpam-6257	111	52	to	to	PART
ejpam-6257	111	53	10	10	NUM
ejpam-6257	111	54	range	range	NOUN
ejpam-6257	111	55	to	to	PART
ejpam-6257	111	56	align	align	VERB
ejpam-6257	111	57	with	with	ADP
ejpam-6257	111	58	the	the	DET
ejpam-6257	111	59	professor	professor	NOUN
ejpam-6257	111	60	’s	’s	PART
ejpam-6257	111	61	grading	grade	VERB
ejpam-6257	111	62	scale	scale	NOUN
ejpam-6257	111	63	.	.	PUNCT
ejpam-6257	112	1	scaling	scale	VERB
ejpam-6257	112	2	aims	aim	VERB
ejpam-6257	112	3	to	to	PART
ejpam-6257	112	4	convert	convert	VERB
ejpam-6257	112	5	the	the	DET
ejpam-6257	112	6	finer	fine	ADJ
ejpam-6257	112	7	granularity	granularity	NOUN
ejpam-6257	112	8	of	of	ADP
ejpam-6257	112	9	the	the	DET
ejpam-6257	112	10	individual	individual	ADJ
ejpam-6257	112	11	question	question	NOUN
ejpam-6257	112	12	scores	score	NOUN
ejpam-6257	112	13	into	into	ADP
ejpam-6257	112	14	a	a	DET
ejpam-6257	112	15	more	more	ADV
ejpam-6257	112	16	widely	widely	ADV
ejpam-6257	112	17	used	use	VERB
ejpam-6257	112	18	grading	grading	NOUN
ejpam-6257	112	19	scale	scale	NOUN
ejpam-6257	112	20	.	.	PUNCT
ejpam-6257	113	1	the	the	DET
ejpam-6257	113	2	following	follow	VERB
ejpam-6257	113	3	approach	approach	NOUN
ejpam-6257	113	4	is	be	AUX
ejpam-6257	113	5	used	use	VERB
ejpam-6257	113	6	to	to	PART
ejpam-6257	113	7	map	map	VERB
ejpam-6257	113	8	the	the	DET
ejpam-6257	113	9	raw	raw	ADJ
ejpam-6257	113	10	scores	score	NOUN
ejpam-6257	113	11	to	to	ADP
ejpam-6257	113	12	a	a	DET
ejpam-6257	113	13	0	0	NUM
ejpam-6257	113	14	-	-	SYM
ejpam-6257	113	15	10	10	NUM
ejpam-6257	113	16	range	range	NOUN
ejpam-6257	113	17	:	:	PUNCT
ejpam-6257	113	18	professor	professor	NOUN
ejpam-6257	113	19	grade	grade	NOUN
ejpam-6257	113	20	:	:	PUNCT
ejpam-6257	113	21	the	the	DET
ejpam-6257	113	22	final	final	ADJ
ejpam-6257	113	23	grade	grade	NOUN
ejpam-6257	113	24	assigned	assign	VERB
ejpam-6257	113	25	by	by	ADP
ejpam-6257	113	26	the	the	DET
ejpam-6257	113	27	professor	professor	NOUN
ejpam-6257	113	28	is	be	AUX
ejpam-6257	113	29	the	the	DET
ejpam-6257	113	30	fuzzy	fuzzy	ADJ
ejpam-6257	113	31	system	system	NOUN
ejpam-6257	113	32	’s	’s	PART
ejpam-6257	113	33	target	target	NOUN
ejpam-6257	113	34	output	output	NOUN
ejpam-6257	113	35	.	.	PUNCT
ejpam-6257	114	1	the	the	DET
ejpam-6257	114	2	fuzzy	fuzzy	ADJ
ejpam-6257	114	3	system	system	NOUN
ejpam-6257	114	4	is	be	AUX
ejpam-6257	114	5	implemented	implement	VERB
ejpam-6257	114	6	and	and	CCONJ
ejpam-6257	114	7	evaluated	evaluate	VERB
ejpam-6257	114	8	using	use	VERB
ejpam-6257	114	9	python	python	NOUN
ejpam-6257	114	10	in	in	ADP
ejpam-6257	114	11	a	a	DET
ejpam-6257	114	12	jupyter	jupyter	ADJ
ejpam-6257	114	13	notebook	notebook	NOUN
ejpam-6257	114	14	environment	environment	NOUN
ejpam-6257	114	15	(	(	PUNCT
ejpam-6257	114	16	hosted	host	VERB
ejpam-6257	114	17	on	on	ADP
ejpam-6257	114	18	google	google	PROPN
ejpam-6257	114	19	colab	colab	PROPN
ejpam-6257	114	20	)	)	PUNCT
ejpam-6257	114	21	.	.	PUNCT
ejpam-6257	115	1	the	the	DET
ejpam-6257	115	2	collected	collect	VERB
ejpam-6257	115	3	data	data	NOUN
ejpam-6257	115	4	is	be	AUX
ejpam-6257	115	5	stored	store	VERB
ejpam-6257	115	6	in	in	ADP
ejpam-6257	115	7	a	a	DET
ejpam-6257	115	8	data	data	NOUN
ejpam-6257	115	9	frame	frame	NOUN
ejpam-6257	115	10	,	,	PUNCT
ejpam-6257	115	11	and	and	CCONJ
ejpam-6257	115	12	the	the	DET
ejpam-6257	115	13	fuzzy	fuzzy	ADJ
ejpam-6257	115	14	system	system	NOUN
ejpam-6257	115	15	is	be	AUX
ejpam-6257	115	16	applied	apply	VERB
ejpam-6257	115	17	to	to	PART
ejpam-6257	115	18	predict	predict	VERB
ejpam-6257	115	19	the	the	DET
ejpam-6257	115	20	grades	grade	NOUN
ejpam-6257	115	21	based	base	VERB
ejpam-6257	115	22	on	on	ADP
ejpam-6257	115	23	the	the	DET
ejpam-6257	115	24	inputs	input	NOUN
ejpam-6257	115	25	,	,	PUNCT
ejpam-6257	115	26	as	as	SCONJ
ejpam-6257	115	27	shown	show	VERB
ejpam-6257	115	28	in	in	ADP
ejpam-6257	115	29	figure	figure	NOUN
ejpam-6257	115	30	2	2	NUM
ejpam-6257	115	31	.	.	NUM
ejpam-6257	115	32	2.2	2.2	NUM
ejpam-6257	115	33	.	.	PUNCT
ejpam-6257	116	1	input	input	NOUN
ejpam-6257	116	2	and	and	CCONJ
ejpam-6257	116	3	output	output	NOUN
ejpam-6257	116	4	variable	variable	NOUN
ejpam-6257	116	5	the	the	DET
ejpam-6257	116	6	input	input	NOUN
ejpam-6257	116	7	variables	variable	VERB
ejpam-6257	116	8	in	in	ADP
ejpam-6257	116	9	the	the	DET
ejpam-6257	116	10	fuzzy	fuzzy	ADJ
ejpam-6257	116	11	logic	logic	NOUN
ejpam-6257	116	12	system	system	NOUN
ejpam-6257	116	13	are	be	AUX
ejpam-6257	116	14	the	the	DET
ejpam-6257	116	15	scores	score	NOUN
ejpam-6257	116	16	of	of	ADP
ejpam-6257	116	17	the	the	DET
ejpam-6257	116	18	four	four	NUM
ejpam-6257	116	19	questions	question	NOUN
ejpam-6257	116	20	(	(	PUNCT
ejpam-6257	116	21	q1	q1	PROPN
ejpam-6257	116	22	,	,	PUNCT
ejpam-6257	116	23	q2	q2	NOUN
ejpam-6257	116	24	,	,	PUNCT
ejpam-6257	116	25	q3	q3	PROPN
ejpam-6257	116	26	,	,	PUNCT
ejpam-6257	116	27	q4	q4	PROPN
ejpam-6257	116	28	)	)	PUNCT
ejpam-6257	116	29	,	,	PUNCT
ejpam-6257	116	30	and	and	CCONJ
ejpam-6257	116	31	the	the	DET
ejpam-6257	116	32	output	output	NOUN
ejpam-6257	116	33	variable	variable	NOUN
ejpam-6257	116	34	is	be	AUX
ejpam-6257	116	35	the	the	DET
ejpam-6257	116	36	final	final	ADJ
ejpam-6257	116	37	grade	grade	NOUN
ejpam-6257	116	38	,	,	PUNCT
ejpam-6257	116	39	denoted	denote	VERB
ejpam-6257	116	40	as	as	ADP
ejpam-6257	116	41	grade	grade	NOUN
ejpam-6257	116	42	.	.	PUNCT
ejpam-6257	117	1	these	these	DET
ejpam-6257	117	2	variables	variable	NOUN
ejpam-6257	117	3	are	be	AUX
ejpam-6257	117	4	represented	represent	VERB
ejpam-6257	117	5	as	as	ADP
ejpam-6257	117	6	fuzzy	fuzzy	ADJ
ejpam-6257	117	7	sets	set	NOUN
ejpam-6257	117	8	with	with	ADP
ejpam-6257	117	9	membership	membership	NOUN
ejpam-6257	117	10	functions	function	NOUN
ejpam-6257	117	11	.	.	PUNCT
ejpam-6257	118	1	the	the	DET
ejpam-6257	118	2	input	input	NOUN
ejpam-6257	118	3	fuzzification	fuzzification	NOUN
ejpam-6257	118	4	process	process	NOUN
ejpam-6257	118	5	classifies	classify	VERB
ejpam-6257	118	6	the	the	DET
ejpam-6257	118	7	total	total	ADJ
ejpam-6257	118	8	score	score	NOUN
ejpam-6257	118	9	q	q	NOUN
ejpam-6257	118	10	into	into	ADP
ejpam-6257	118	11	one	one	NUM
ejpam-6257	118	12	of	of	ADP
ejpam-6257	118	13	five	five	NUM
ejpam-6257	118	14	fuzzy	fuzzy	ADJ
ejpam-6257	118	15	categories	category	NOUN
ejpam-6257	118	16	:	:	PUNCT
ejpam-6257	118	17	fail	fail	ADJ
ejpam-6257	118	18	,	,	PUNCT
ejpam-6257	118	19	poor	poor	ADJ
ejpam-6257	118	20	,	,	PUNCT
ejpam-6257	118	21	average	average	ADJ
ejpam-6257	118	22	,	,	PUNCT
ejpam-6257	118	23	good	good	ADJ
ejpam-6257	118	24	,	,	PUNCT
ejpam-6257	118	25	or	or	CCONJ
ejpam-6257	118	26	excellent	excellent	ADJ
ejpam-6257	118	27	.	.	PUNCT
ejpam-6257	119	1	these	these	DET
ejpam-6257	119	2	categories	category	NOUN
ejpam-6257	119	3	reflect	reflect	VERB
ejpam-6257	119	4	increasing	increase	VERB
ejpam-6257	119	5	levels	level	NOUN
ejpam-6257	119	6	of	of	ADP
ejpam-6257	119	7	performance	performance	NOUN
ejpam-6257	119	8	.	.	PUNCT
ejpam-6257	120	1	detailed	detailed	ADJ
ejpam-6257	120	2	membership	membership	NOUN
ejpam-6257	120	3	thresholds	threshold	NOUN
ejpam-6257	120	4	are	be	AUX
ejpam-6257	120	5	provided	provide	VERB
ejpam-6257	120	6	in	in	ADP
ejpam-6257	120	7	appendix	appendix	ADJ
ejpam-6257	120	8	a.	a.	NOUN
ejpam-6257	120	9	2.3	2.3	NUM
ejpam-6257	120	10	.	.	PUNCT
ejpam-6257	121	1	fuzzification	fuzzification	NOUN
ejpam-6257	121	2	fuzzification	fuzzification	NOUN
ejpam-6257	121	3	is	be	AUX
ejpam-6257	121	4	the	the	DET
ejpam-6257	121	5	process	process	NOUN
ejpam-6257	121	6	of	of	ADP
ejpam-6257	121	7	converting	convert	VERB
ejpam-6257	121	8	crisp	crisp	ADJ
ejpam-6257	121	9	inputs	input	NOUN
ejpam-6257	121	10	(	(	PUNCT
ejpam-6257	121	11	e.g.	e.g.	ADV
ejpam-6257	121	12	,	,	PUNCT
ejpam-6257	121	13	student	student	NOUN
ejpam-6257	121	14	scores	score	NOUN
ejpam-6257	121	15	)	)	PUNCT
ejpam-6257	121	16	into	into	ADP
ejpam-6257	121	17	fuzzy	fuzzy	ADJ
ejpam-6257	121	18	values	value	NOUN
ejpam-6257	121	19	according	accord	VERB
ejpam-6257	121	20	to	to	ADP
ejpam-6257	121	21	the	the	DET
ejpam-6257	121	22	defined	define	VERB
ejpam-6257	121	23	fuzzy	fuzzy	ADJ
ejpam-6257	121	24	sets	set	NOUN
ejpam-6257	121	25	.	.	PUNCT
ejpam-6257	122	1	for	for	ADP
ejpam-6257	122	2	each	each	PRON
ejpam-6257	122	3	of	of	ADP
ejpam-6257	122	4	the	the	DET
ejpam-6257	122	5	question	question	NOUN
ejpam-6257	122	6	scores	score	NOUN
ejpam-6257	122	7	(	(	PUNCT
ejpam-6257	122	8	q	q	NOUN
ejpam-6257	122	9	)	)	PUNCT
ejpam-6257	122	10	,	,	PUNCT
ejpam-6257	122	11	the	the	DET
ejpam-6257	122	12	process	process	NOUN
ejpam-6257	122	13	of	of	ADP
ejpam-6257	122	14	fuzzification	fuzzification	NOUN
ejpam-6257	122	15	will	will	AUX
ejpam-6257	122	16	associate	associate	VERB
ejpam-6257	122	17	a	a	DET
ejpam-6257	122	18	membership	membership	NOUN
ejpam-6257	122	19	value	value	NOUN
ejpam-6257	122	20	to	to	ADP
ejpam-6257	122	21	all	all	DET
ejpam-6257	122	22	the	the	DET
ejpam-6257	122	23	five	five	NUM
ejpam-6257	122	24	fuzzy	fuzzy	ADJ
ejpam-6257	122	25	categories	category	NOUN
ejpam-6257	122	26	:	:	PUNCT
ejpam-6257	122	27	fail	fail	ADJ
ejpam-6257	122	28	,	,	PUNCT
ejpam-6257	122	29	poor	poor	ADJ
ejpam-6257	122	30	,	,	PUNCT
ejpam-6257	122	31	average	average	ADJ
ejpam-6257	122	32	,	,	PUNCT
ejpam-6257	122	33	good	good	ADJ
ejpam-6257	122	34	,	,	PUNCT
ejpam-6257	122	35	and	and	CCONJ
ejpam-6257	122	36	excellent	excellent	ADJ
ejpam-6257	122	37	.	.	PUNCT
ejpam-6257	123	1	this	this	DET
ejpam-6257	123	2	membership	membership	NOUN
ejpam-6257	123	3	value	value	NOUN
ejpam-6257	123	4	is	be	AUX
ejpam-6257	123	5	interpreted	interpret	VERB
ejpam-6257	123	6	as	as	ADP
ejpam-6257	123	7	the	the	DET
ejpam-6257	123	8	degree	degree	NOUN
ejpam-6257	123	9	of	of	ADP
ejpam-6257	123	10	belongingness	belongingness	NOUN
ejpam-6257	123	11	of	of	ADP
ejpam-6257	123	12	the	the	DET
ejpam-6257	123	13	score	score	NOUN
ejpam-6257	123	14	to	to	ADP
ejpam-6257	123	15	each	each	PRON
ejpam-6257	123	16	of	of	ADP
ejpam-6257	123	17	the	the	DET
ejpam-6257	123	18	fuzzy	fuzzy	ADJ
ejpam-6257	123	19	sets	set	NOUN
ejpam-6257	123	20	.	.	PUNCT
ejpam-6257	124	1	whereas	whereas	SCONJ
ejpam-6257	124	2	q1	q1	PROPN
ejpam-6257	124	3	,	,	PUNCT
ejpam-6257	124	4	q2	q2	NOUN
ejpam-6257	124	5	,	,	PUNCT
ejpam-6257	124	6	q3	q3	PROPN
ejpam-6257	124	7	,	,	PUNCT
ejpam-6257	124	8	and	and	CCONJ
ejpam-6257	124	9	q4	q4	PROPN
ejpam-6257	124	10	represent	represent	VERB
ejpam-6257	124	11	the	the	DET
ejpam-6257	124	12	individual	individual	ADJ
ejpam-6257	124	13	scores	score	NOUN
ejpam-6257	124	14	obtained	obtain	VERB
ejpam-6257	124	15	by	by	ADP
ejpam-6257	124	16	a	a	DET
ejpam-6257	124	17	student	student	NOUN
ejpam-6257	124	18	on	on	ADP
ejpam-6257	124	19	four	four	NUM
ejpam-6257	124	20	assessment	assessment	NOUN
ejpam-6257	124	21	questions	question	NOUN
ejpam-6257	124	22	,	,	PUNCT
ejpam-6257	124	23	each	each	PRON
ejpam-6257	124	24	ranging	range	VERB
ejpam-6257	124	25	from	from	ADP
ejpam-6257	124	26	0	0	NUM
ejpam-6257	124	27	to	to	ADP
ejpam-6257	124	28	2	2	NUM
ejpam-6257	124	29	(	(	PUNCT
ejpam-6257	124	30	with	with	ADP
ejpam-6257	124	31	possible	possible	ADJ
ejpam-6257	124	32	values	value	NOUN
ejpam-6257	124	33	:	:	PUNCT
ejpam-6257	124	34	0	0	NUM
ejpam-6257	124	35	,	,	PUNCT
ejpam-6257	124	36	0.5	0.5	NUM
ejpam-6257	124	37	,	,	PUNCT
ejpam-6257	124	38	1	1	NUM
ejpam-6257	124	39	,	,	PUNCT
ejpam-6257	124	40	1.5	1.5	NUM
ejpam-6257	124	41	,	,	PUNCT
ejpam-6257	124	42	or	or	CCONJ
ejpam-6257	124	43	2	2	NUM
ejpam-6257	124	44	)	)	PUNCT
ejpam-6257	124	45	,	,	PUNCT
ejpam-6257	124	46	q	q	PROPN
ejpam-6257	124	47	denotes	denote	VERB
ejpam-6257	124	48	the	the	DET
ejpam-6257	124	49	normalized	normalized	ADJ
ejpam-6257	124	50	total	total	ADJ
ejpam-6257	124	51	score	score	NOUN
ejpam-6257	124	52	calculated	calculate	VERB
ejpam-6257	124	53	by	by	ADP
ejpam-6257	124	54	summing	sum	VERB
ejpam-6257	124	55	the	the	DET
ejpam-6257	124	56	scores	score	NOUN
ejpam-6257	124	57	of	of	ADP
ejpam-6257	124	58	q1	q1	PROPN
ejpam-6257	124	59	to	to	ADP
ejpam-6257	124	60	q4	q4	PROPN
ejpam-6257	124	61	and	and	CCONJ
ejpam-6257	124	62	scaling	scale	VERB
ejpam-6257	124	63	the	the	DET
ejpam-6257	124	64	result	result	NOUN
ejpam-6257	124	65	to	to	ADP
ejpam-6257	124	66	a	a	DET
ejpam-6257	124	67	0–10	0–10	NOUN
ejpam-6257	124	68	range	range	NOUN
ejpam-6257	124	69	the	the	DET
ejpam-6257	124	70	output	output	NOUN
ejpam-6257	124	71	defuzzification	defuzzification	NOUN
ejpam-6257	124	72	process	process	NOUN
ejpam-6257	124	73	maps	map	VERB
ejpam-6257	124	74	each	each	DET
ejpam-6257	124	75	course	course	NOUN
ejpam-6257	124	76	grade	grade	NOUN
ejpam-6257	124	77	into	into	ADP
ejpam-6257	124	78	five	five	NUM
ejpam-6257	124	79	linguistic	linguistic	ADJ
ejpam-6257	124	80	categories	category	NOUN
ejpam-6257	124	81	:	:	PUNCT
ejpam-6257	125	1	fail	fail	ADJ
ejpam-6257	125	2	,	,	PUNCT
ejpam-6257	125	3	poor	poor	ADJ
ejpam-6257	125	4	,	,	PUNCT
ejpam-6257	125	5	average	average	ADJ
ejpam-6257	125	6	,	,	PUNCT
ejpam-6257	125	7	good	good	ADJ
ejpam-6257	125	8	,	,	PUNCT
ejpam-6257	125	9	or	or	CCONJ
ejpam-6257	125	10	excellent	excellent	ADJ
ejpam-6257	125	11	.	.	PUNCT
ejpam-6257	126	1	each	each	DET
ejpam-6257	126	2	course	course	NOUN
ejpam-6257	126	3	(	(	PUNCT
ejpam-6257	126	4	course	course	NOUN
ejpam-6257	126	5	1	1	NUM
ejpam-6257	126	6	,	,	PUNCT
ejpam-6257	126	7	course	course	NOUN
ejpam-6257	126	8	2	2	NUM
ejpam-6257	126	9	,	,	PUNCT
ejpam-6257	126	10	and	and	CCONJ
ejpam-6257	126	11	course	course	NOUN
ejpam-6257	126	12	3	3	NUM
ejpam-6257	126	13	)	)	PUNCT
ejpam-6257	126	14	uses	use	VERB
ejpam-6257	126	15	customized	customize	VERB
ejpam-6257	126	16	thresholds	threshold	NOUN
ejpam-6257	126	17	to	to	PART
ejpam-6257	126	18	classify	classify	VERB
ejpam-6257	126	19	student	student	NOUN
ejpam-6257	126	20	performance	performance	NOUN
ejpam-6257	126	21	.	.	PUNCT
ejpam-6257	127	1	full	full	ADJ
ejpam-6257	127	2	rule	rule	NOUN
ejpam-6257	127	3	thresholds	threshold	NOUN
ejpam-6257	127	4	are	be	AUX
ejpam-6257	127	5	provided	provide	VERB
ejpam-6257	127	6	in	in	ADP
ejpam-6257	127	7	appendix	appendix	ADJ
ejpam-6257	127	8	a.	a.	NOUN
ejpam-6257	127	9	m.	m.	PROPN
ejpam-6257	127	10	m.	m.	PROPN
ejpam-6257	127	11	alkandari	alkandari	PROPN
ejpam-6257	127	12	,	,	PUNCT
ejpam-6257	127	13	a.	a.	PROPN
ejpam-6257	127	14	h.	h.	PROPN
ejpam-6257	127	15	alajmi	alajmi	PROPN
ejpam-6257	127	16	/	/	SYM
ejpam-6257	127	17	eur	eur	PROPN
ejpam-6257	127	18	.	.	PUNCT
ejpam-6257	128	1	j.	j.	PROPN
ejpam-6257	128	2	pure	pure	PROPN
ejpam-6257	128	3	appl	appl	PROPN
ejpam-6257	128	4	.	.	PROPN
ejpam-6257	128	5	math	math	PROPN
ejpam-6257	128	6	,	,	PUNCT
ejpam-6257	128	7	18	18	NUM
ejpam-6257	128	8	(	(	PUNCT
ejpam-6257	128	9	3	3	NUM
ejpam-6257	128	10	)	)	PUNCT
ejpam-6257	128	11	(	(	PUNCT
ejpam-6257	128	12	2025	2025	NUM
ejpam-6257	128	13	)	)	PUNCT
ejpam-6257	128	14	,	,	PUNCT
ejpam-6257	128	15	6257	6257	NUM
ejpam-6257	128	16	7	7	NUM
ejpam-6257	128	17	of	of	ADP
ejpam-6257	128	18	25	25	NUM
ejpam-6257	128	19	figure	figure	NOUN
ejpam-6257	128	20	2	2	NUM
ejpam-6257	128	21	:	:	PUNCT
ejpam-6257	128	22	proposed	propose	VERB
ejpam-6257	128	23	system	system	NOUN
ejpam-6257	128	24	2.4	2.4	NUM
ejpam-6257	128	25	.	.	PUNCT
ejpam-6257	129	1	defuzzification	defuzzification	NOUN
ejpam-6257	129	2	the	the	DET
ejpam-6257	129	3	fuzzy	fuzzy	ADJ
ejpam-6257	129	4	output	output	NOUN
ejpam-6257	129	5	is	be	AUX
ejpam-6257	129	6	converted	convert	VERB
ejpam-6257	129	7	to	to	ADP
ejpam-6257	129	8	a	a	DET
ejpam-6257	129	9	crisp	crisp	ADJ
ejpam-6257	129	10	value	value	NOUN
ejpam-6257	129	11	,	,	PUNCT
ejpam-6257	129	12	graded	grade	VERB
ejpam-6257	129	13	between	between	ADP
ejpam-6257	129	14	0	0	NUM
ejpam-6257	129	15	and	and	CCONJ
ejpam-6257	129	16	10	10	NUM
ejpam-6257	129	17	.	.	PUNCT
ejpam-6257	130	1	in	in	ADP
ejpam-6257	130	2	the	the	DET
ejpam-6257	130	3	fuzzy	fuzzy	ADJ
ejpam-6257	130	4	logic	logic	NOUN
ejpam-6257	130	5	system	system	NOUN
ejpam-6257	130	6	,	,	PUNCT
ejpam-6257	130	7	defuzzification	defuzzification	NOUN
ejpam-6257	130	8	can	can	AUX
ejpam-6257	130	9	be	be	AUX
ejpam-6257	130	10	performed	perform	VERB
ejpam-6257	130	11	by	by	ADP
ejpam-6257	130	12	the	the	DET
ejpam-6257	130	13	centroid	centroid	NOUN
ejpam-6257	130	14	method	method	NOUN
ejpam-6257	130	15	.	.	PUNCT
ejpam-6257	131	1	the	the	DET
ejpam-6257	131	2	weighted	weighted	ADJ
ejpam-6257	131	3	average	average	NOUN
ejpam-6257	131	4	of	of	ADP
ejpam-6257	131	5	the	the	DET
ejpam-6257	131	6	membership	membership	NOUN
ejpam-6257	131	7	functions	function	NOUN
ejpam-6257	131	8	calculates	calculate	VERB
ejpam-6257	131	9	the	the	DET
ejpam-6257	131	10	centroid	centroid	NOUN
ejpam-6257	131	11	of	of	ADP
ejpam-6257	131	12	the	the	DET
ejpam-6257	131	13	output	output	NOUN
ejpam-6257	131	14	fuzzy	fuzzy	ADJ
ejpam-6257	131	15	set	set	NOUN
ejpam-6257	131	16	.	.	PUNCT
ejpam-6257	132	1	2.5	2.5	NUM
ejpam-6257	132	2	.	.	PUNCT
ejpam-6257	133	1	defining	define	VERB
ejpam-6257	133	2	the	the	DET
ejpam-6257	133	3	fuzzy	fuzzy	ADJ
ejpam-6257	133	4	inference	inference	NOUN
ejpam-6257	133	5	rules	rule	VERB
ejpam-6257	133	6	fuzzy	fuzzy	ADJ
ejpam-6257	133	7	inference	inference	NOUN
ejpam-6257	133	8	rules	rule	NOUN
ejpam-6257	133	9	identify	identify	VERB
ejpam-6257	133	10	the	the	DET
ejpam-6257	133	11	output	output	NOUN
ejpam-6257	133	12	grade	grade	NOUN
ejpam-6257	133	13	after	after	ADP
ejpam-6257	133	14	fuzzy	fuzzy	ADJ
ejpam-6257	133	15	inputs	input	NOUN
ejpam-6257	133	16	.	.	PUNCT
ejpam-6257	134	1	they	they	PRON
ejpam-6257	134	2	manifest	manifest	VERB
ejpam-6257	134	3	expert	expert	ADJ
ejpam-6257	134	4	knowledge	knowledge	NOUN
ejpam-6257	134	5	of	of	ADP
ejpam-6257	134	6	how	how	SCONJ
ejpam-6257	134	7	the	the	DET
ejpam-6257	134	8	various	various	ADJ
ejpam-6257	134	9	student	student	NOUN
ejpam-6257	134	10	performance	performance	NOUN
ejpam-6257	134	11	combinations	combination	NOUN
ejpam-6257	134	12	should	should	AUX
ejpam-6257	134	13	lead	lead	VERB
ejpam-6257	134	14	to	to	ADP
ejpam-6257	134	15	a	a	DET
ejpam-6257	134	16	particular	particular	ADJ
ejpam-6257	134	17	grade	grade	NOUN
ejpam-6257	134	18	.	.	PUNCT
ejpam-6257	135	1	the	the	DET
ejpam-6257	135	2	fuzzy	fuzzy	ADJ
ejpam-6257	135	3	rules	rule	NOUN
ejpam-6257	135	4	assign	assign	VERB
ejpam-6257	135	5	a	a	DET
ejpam-6257	135	6	fail	fail	ADJ
ejpam-6257	135	7	grade	grade	NOUN
ejpam-6257	135	8	primarily	primarily	ADV
ejpam-6257	135	9	when	when	SCONJ
ejpam-6257	135	10	the	the	DET
ejpam-6257	135	11	first	first	ADJ
ejpam-6257	135	12	two	two	NUM
ejpam-6257	135	13	questions	question	NOUN
ejpam-6257	135	14	,	,	PUNCT
ejpam-6257	135	15	q1	q1	NOUN
ejpam-6257	135	16	and	and	CCONJ
ejpam-6257	135	17	q2	q2	NOUN
ejpam-6257	135	18	,	,	PUNCT
ejpam-6257	135	19	both	both	PRON
ejpam-6257	135	20	have	have	VERB
ejpam-6257	135	21	failing	fail	VERB
ejpam-6257	135	22	evaluations	evaluation	NOUN
ejpam-6257	135	23	.	.	PUNCT
ejpam-6257	136	1	if	if	SCONJ
ejpam-6257	136	2	q1	q1	PROPN
ejpam-6257	136	3	is	be	AUX
ejpam-6257	136	4	poor	poor	ADJ
ejpam-6257	136	5	and	and	CCONJ
ejpam-6257	136	6	q2	q2	NOUN
ejpam-6257	136	7	fails	fail	VERB
ejpam-6257	136	8	,	,	PUNCT
ejpam-6257	136	9	combined	combine	VERB
ejpam-6257	136	10	with	with	ADP
ejpam-6257	136	11	a	a	DET
ejpam-6257	136	12	fail	fail	NOUN
ejpam-6257	136	13	in	in	ADP
ejpam-6257	136	14	either	either	CCONJ
ejpam-6257	136	15	q3	q3	PROPN
ejpam-6257	136	16	or	or	CCONJ
ejpam-6257	136	17	q4	q4	PROPN
ejpam-6257	136	18	,	,	PUNCT
ejpam-6257	136	19	the	the	DET
ejpam-6257	136	20	final	final	ADJ
ejpam-6257	136	21	grade	grade	NOUN
ejpam-6257	136	22	is	be	AUX
ejpam-6257	136	23	also	also	ADV
ejpam-6257	136	24	fail	fail	ADJ
ejpam-6257	136	25	.	.	PUNCT
ejpam-6257	137	1	when	when	SCONJ
ejpam-6257	137	2	q1	q1	PROPN
ejpam-6257	137	3	is	be	AUX
ejpam-6257	137	4	fail	fail	ADJ
ejpam-6257	137	5	and	and	CCONJ
ejpam-6257	137	6	the	the	DET
ejpam-6257	137	7	other	other	ADJ
ejpam-6257	137	8	questions	question	NOUN
ejpam-6257	137	9	are	be	AUX
ejpam-6257	137	10	mostly	mostly	ADV
ejpam-6257	137	11	fail	fail	ADJ
ejpam-6257	137	12	or	or	CCONJ
ejpam-6257	137	13	poor	poor	ADJ
ejpam-6257	137	14	,	,	PUNCT
ejpam-6257	137	15	the	the	DET
ejpam-6257	137	16	system	system	NOUN
ejpam-6257	137	17	consistently	consistently	ADV
ejpam-6257	137	18	assigns	assign	VERB
ejpam-6257	137	19	a	a	DET
ejpam-6257	137	20	fail	fail	ADJ
ejpam-6257	137	21	grade	grade	NOUN
ejpam-6257	137	22	.	.	PUNCT
ejpam-6257	138	1	even	even	ADV
ejpam-6257	138	2	if	if	SCONJ
ejpam-6257	138	3	q1	q1	NOUN
ejpam-6257	138	4	is	be	AUX
ejpam-6257	138	5	excellent	excellent	ADJ
ejpam-6257	138	6	,	,	PUNCT
ejpam-6257	138	7	the	the	DET
ejpam-6257	138	8	presence	presence	NOUN
ejpam-6257	138	9	of	of	ADP
ejpam-6257	138	10	fail	fail	ADJ
ejpam-6257	138	11	grades	grade	NOUN
ejpam-6257	138	12	in	in	ADP
ejpam-6257	138	13	q2	q2	PROPN
ejpam-6257	138	14	,	,	PUNCT
ejpam-6257	138	15	q3	q3	PROPN
ejpam-6257	138	16	,	,	PUNCT
ejpam-6257	138	17	and	and	CCONJ
ejpam-6257	138	18	q4	q4	PROPN
ejpam-6257	138	19	can	can	AUX
ejpam-6257	138	20	still	still	ADV
ejpam-6257	138	21	result	result	VERB
ejpam-6257	138	22	in	in	ADP
ejpam-6257	138	23	a	a	DET
ejpam-6257	138	24	fail	fail	NOUN
ejpam-6257	138	25	.	.	PUNCT
ejpam-6257	139	1	in	in	ADP
ejpam-6257	139	2	general	general	ADJ
ejpam-6257	139	3	,	,	PUNCT
ejpam-6257	139	4	if	if	SCONJ
ejpam-6257	139	5	three	three	NUM
ejpam-6257	139	6	or	or	CCONJ
ejpam-6257	139	7	more	more	ADJ
ejpam-6257	139	8	responses	response	NOUN
ejpam-6257	139	9	are	be	AUX
ejpam-6257	139	10	fail	fail	ADJ
ejpam-6257	139	11	,	,	PUNCT
ejpam-6257	139	12	especially	especially	ADV
ejpam-6257	139	13	involving	involve	VERB
ejpam-6257	139	14	q1	q1	PROPN
ejpam-6257	139	15	or	or	CCONJ
ejpam-6257	139	16	q2	q2	NOUN
ejpam-6257	139	17	,	,	PUNCT
ejpam-6257	139	18	the	the	DET
ejpam-6257	139	19	overall	overall	ADJ
ejpam-6257	139	20	grade	grade	NOUN
ejpam-6257	139	21	will	will	AUX
ejpam-6257	139	22	be	be	AUX
ejpam-6257	139	23	fail	fail	ADJ
ejpam-6257	139	24	.	.	PUNCT
ejpam-6257	140	1	a	a	DET
ejpam-6257	140	2	poor	poor	ADJ
ejpam-6257	140	3	grade	grade	NOUN
ejpam-6257	140	4	is	be	AUX
ejpam-6257	140	5	given	give	VERB
ejpam-6257	140	6	when	when	SCONJ
ejpam-6257	140	7	q1	q1	PROPN
ejpam-6257	140	8	or	or	CCONJ
ejpam-6257	140	9	q2	q2	PROPN
ejpam-6257	140	10	shows	show	VERB
ejpam-6257	140	11	average	average	ADJ
ejpam-6257	140	12	or	or	CCONJ
ejpam-6257	140	13	excellent	excellent	ADJ
ejpam-6257	140	14	performance	performance	NOUN
ejpam-6257	140	15	,	,	PUNCT
ejpam-6257	140	16	but	but	CCONJ
ejpam-6257	140	17	the	the	DET
ejpam-6257	140	18	other	other	ADJ
ejpam-6257	140	19	answers	answer	NOUN
ejpam-6257	140	20	fall	fall	VERB
ejpam-6257	140	21	mostly	mostly	ADV
ejpam-6257	140	22	into	into	ADP
ejpam-6257	140	23	fail	fail	ADJ
ejpam-6257	140	24	or	or	CCONJ
ejpam-6257	140	25	poor	poor	ADJ
ejpam-6257	140	26	categories	category	NOUN
ejpam-6257	140	27	.	.	PUNCT
ejpam-6257	141	1	when	when	SCONJ
ejpam-6257	141	2	both	both	DET
ejpam-6257	141	3	q1	q1	PROPN
ejpam-6257	141	4	and	and	CCONJ
ejpam-6257	141	5	q2	q2	NOUN
ejpam-6257	141	6	are	be	AUX
ejpam-6257	141	7	poor	poor	ADJ
ejpam-6257	141	8	,	,	PUNCT
ejpam-6257	141	9	or	or	CCONJ
ejpam-6257	141	10	when	when	SCONJ
ejpam-6257	141	11	all	all	DET
ejpam-6257	141	12	four	four	NUM
ejpam-6257	141	13	answers	answer	NOUN
ejpam-6257	141	14	are	be	AUX
ejpam-6257	141	15	poor	poor	ADJ
ejpam-6257	141	16	,	,	PUNCT
ejpam-6257	141	17	the	the	DET
ejpam-6257	141	18	final	final	ADJ
ejpam-6257	141	19	grade	grade	NOUN
ejpam-6257	141	20	is	be	AUX
ejpam-6257	141	21	set	set	VERB
ejpam-6257	141	22	to	to	ADP
ejpam-6257	141	23	poor	poor	ADJ
ejpam-6257	141	24	.	.	PUNCT
ejpam-6257	142	1	the	the	DET
ejpam-6257	142	2	system	system	NOUN
ejpam-6257	142	3	also	also	ADV
ejpam-6257	142	4	assigns	assign	VERB
ejpam-6257	142	5	poor	poor	ADJ
ejpam-6257	142	6	grades	grade	NOUN
ejpam-6257	142	7	if	if	SCONJ
ejpam-6257	142	8	q1	q1	PROPN
ejpam-6257	142	9	is	be	AUX
ejpam-6257	142	10	excellent	excellent	ADJ
ejpam-6257	142	11	but	but	CCONJ
ejpam-6257	142	12	combined	combine	VERB
ejpam-6257	142	13	with	with	ADP
ejpam-6257	142	14	poor	poor	ADJ
ejpam-6257	142	15	or	or	CCONJ
ejpam-6257	142	16	fail	fail	VERB
ejpam-6257	142	17	responses	response	NOUN
ejpam-6257	142	18	in	in	ADP
ejpam-6257	142	19	other	other	ADJ
ejpam-6257	142	20	questions	question	NOUN
ejpam-6257	142	21	.	.	PUNCT
ejpam-6257	143	1	for	for	ADP
ejpam-6257	143	2	higher	high	ADJ
ejpam-6257	143	3	grades	grade	NOUN
ejpam-6257	143	4	,	,	PUNCT
ejpam-6257	143	5	when	when	SCONJ
ejpam-6257	143	6	q1	q1	PROPN
ejpam-6257	143	7	and	and	CCONJ
ejpam-6257	143	8	q2	q2	PROPN
ejpam-6257	143	9	both	both	PRON
ejpam-6257	143	10	have	have	VERB
ejpam-6257	143	11	excellent	excellent	ADJ
ejpam-6257	143	12	or	or	CCONJ
ejpam-6257	143	13	good	good	ADJ
ejpam-6257	143	14	evaluations	evaluation	NOUN
ejpam-6257	143	15	,	,	PUNCT
ejpam-6257	143	16	and	and	CCONJ
ejpam-6257	143	17	the	the	DET
ejpam-6257	143	18	other	other	ADJ
ejpam-6257	143	19	questions	question	NOUN
ejpam-6257	143	20	show	show	VERB
ejpam-6257	143	21	average	average	ADJ
ejpam-6257	143	22	to	to	ADP
ejpam-6257	143	23	excellent	excellent	ADJ
ejpam-6257	143	24	ratings	rating	NOUN
ejpam-6257	143	25	,	,	PUNCT
ejpam-6257	143	26	the	the	DET
ejpam-6257	143	27	overall	overall	ADJ
ejpam-6257	143	28	grade	grade	NOUN
ejpam-6257	143	29	tends	tend	VERB
ejpam-6257	143	30	to	to	PART
ejpam-6257	143	31	be	be	AUX
ejpam-6257	143	32	good	good	ADJ
ejpam-6257	143	33	or	or	CCONJ
ejpam-6257	143	34	excellent	excellent	ADJ
ejpam-6257	143	35	.	.	PUNCT
ejpam-6257	144	1	the	the	DET
ejpam-6257	144	2	fuzzy	fuzzy	ADJ
ejpam-6257	144	3	rules	rule	NOUN
ejpam-6257	144	4	reflect	reflect	VERB
ejpam-6257	144	5	the	the	DET
ejpam-6257	144	6	importance	importance	NOUN
ejpam-6257	144	7	of	of	ADP
ejpam-6257	144	8	strong	strong	ADJ
ejpam-6257	144	9	performance	performance	NOUN
ejpam-6257	144	10	in	in	ADP
ejpam-6257	144	11	the	the	DET
ejpam-6257	144	12	first	first	ADJ
ejpam-6257	144	13	two	two	NUM
ejpam-6257	144	14	questions	question	NOUN
ejpam-6257	144	15	and	and	CCONJ
ejpam-6257	144	16	consider	consider	VERB
ejpam-6257	144	17	the	the	DET
ejpam-6257	144	18	combined	combine	VERB
ejpam-6257	144	19	quality	quality	NOUN
ejpam-6257	144	20	of	of	ADP
ejpam-6257	144	21	all	all	DET
ejpam-6257	144	22	four	four	NUM
ejpam-6257	144	23	answers	answer	NOUN
ejpam-6257	144	24	to	to	PART
ejpam-6257	144	25	determine	determine	VERB
ejpam-6257	144	26	the	the	DET
ejpam-6257	144	27	final	final	ADJ
ejpam-6257	144	28	grade	grade	NOUN
ejpam-6257	144	29	accurately	accurately	ADV
ejpam-6257	144	30	.	.	PUNCT
ejpam-6257	145	1	these	these	DET
ejpam-6257	145	2	fuzzy	fuzzy	ADJ
ejpam-6257	145	3	rules	rule	NOUN
ejpam-6257	145	4	are	be	AUX
ejpam-6257	145	5	detailed	detail	VERB
ejpam-6257	145	6	in	in	ADP
ejpam-6257	145	7	appendix	appendix	ADJ
ejpam-6257	145	8	a.	a.	NOUN
ejpam-6257	145	9	the	the	DET
ejpam-6257	145	10	performance	performance	NOUN
ejpam-6257	145	11	of	of	ADP
ejpam-6257	145	12	the	the	DET
ejpam-6257	145	13	fuzzy	fuzzy	ADJ
ejpam-6257	145	14	logic	logic	NOUN
ejpam-6257	145	15	system	system	NOUN
ejpam-6257	145	16	is	be	AUX
ejpam-6257	145	17	evaluated	evaluate	VERB
ejpam-6257	145	18	by	by	ADP
ejpam-6257	145	19	comparing	compare	VERB
ejpam-6257	145	20	the	the	DET
ejpam-6257	145	21	fuzzy	fuzzy	ADJ
ejpam-6257	145	22	grades	grade	NOUN
ejpam-6257	145	23	with	with	ADP
ejpam-6257	145	24	the	the	DET
ejpam-6257	145	25	professor	professor	NOUN
ejpam-6257	145	26	’s	’s	PART
ejpam-6257	145	27	grades	grade	NOUN
ejpam-6257	145	28	.	.	PUNCT
ejpam-6257	146	1	several	several	ADJ
ejpam-6257	146	2	metrics	metric	NOUN
ejpam-6257	146	3	are	be	AUX
ejpam-6257	146	4	used	use	VERB
ejpam-6257	146	5	to	to	PART
ejpam-6257	146	6	assess	assess	VERB
ejpam-6257	146	7	the	the	DET
ejpam-6257	146	8	system	system	NOUN
ejpam-6257	146	9	’s	’s	PART
ejpam-6257	146	10	accuracy	accuracy	NOUN
ejpam-6257	146	11	:	:	PUNCT
ejpam-6257	146	12	1	1	X
ejpam-6257	146	13	.	.	X
ejpam-6257	146	14	r	r	X
ejpam-6257	146	15	-	-	PUNCT
ejpam-6257	146	16	squared	square	VERB
ejpam-6257	146	17	value	value	NOUN
ejpam-6257	146	18	:	:	PUNCT
ejpam-6257	146	19	it	it	PRON
ejpam-6257	146	20	calculates	calculate	VERB
ejpam-6257	146	21	the	the	DET
ejpam-6257	146	22	amount	amount	NOUN
ejpam-6257	146	23	of	of	ADP
ejpam-6257	146	24	variance	variance	NOUN
ejpam-6257	146	25	in	in	ADP
ejpam-6257	146	26	the	the	DET
ejpam-6257	146	27	professor	professor	NOUN
ejpam-6257	146	28	’s	’s	PART
ejpam-6257	146	29	grades	grade	NOUN
ejpam-6257	146	30	explained	explain	VERB
ejpam-6257	146	31	by	by	ADP
ejpam-6257	146	32	the	the	DET
ejpam-6257	146	33	fuzzy	fuzzy	ADJ
ejpam-6257	146	34	grades	grade	NOUN
ejpam-6257	146	35	.	.	PUNCT
ejpam-6257	147	1	the	the	DET
ejpam-6257	147	2	nearer	near	ADJ
ejpam-6257	147	3	the	the	DET
ejpam-6257	147	4	r	r	NOUN
ejpam-6257	147	5	-	-	PUNCT
ejpam-6257	147	6	squared	square	VERB
ejpam-6257	147	7	value	value	NOUN
ejpam-6257	147	8	to	to	ADP
ejpam-6257	147	9	1	1	NUM
ejpam-6257	147	10	,	,	PUNCT
ejpam-6257	147	11	the	the	PRON
ejpam-6257	147	12	better	well	ADJ
ejpam-6257	147	13	the	the	DET
ejpam-6257	147	14	model	model	NOUN
ejpam-6257	147	15	fit	fit	NOUN
ejpam-6257	147	16	.	.	PUNCT
ejpam-6257	148	1	2	2	X
ejpam-6257	148	2	.	.	X
ejpam-6257	148	3	mean	mean	VERB
ejpam-6257	148	4	absolute	absolute	ADJ
ejpam-6257	148	5	error	error	NOUN
ejpam-6257	148	6	(	(	PUNCT
ejpam-6257	148	7	mae	mae	PROPN
ejpam-6257	148	8	):	):	PUNCT
ejpam-6257	148	9	mae	mae	PROPN
ejpam-6257	148	10	represents	represent	VERB
ejpam-6257	148	11	the	the	DET
ejpam-6257	148	12	average	average	NOUN
ejpam-6257	148	13	of	of	ADP
ejpam-6257	148	14	the	the	DET
ejpam-6257	148	15	absolute	absolute	ADJ
ejpam-6257	148	16	differences	difference	NOUN
ejpam-6257	148	17	between	between	ADP
ejpam-6257	148	18	the	the	DET
ejpam-6257	148	19	fuzzy	fuzzy	ADJ
ejpam-6257	148	20	grades	grade	NOUN
ejpam-6257	148	21	and	and	CCONJ
ejpam-6257	148	22	the	the	DET
ejpam-6257	148	23	professor	professor	NOUN
ejpam-6257	148	24	’s	’s	PART
ejpam-6257	148	25	grades	grade	NOUN
ejpam-6257	148	26	.	.	PUNCT
ejpam-6257	149	1	it	it	PRON
ejpam-6257	149	2	gives	give	VERB
ejpam-6257	149	3	a	a	DET
ejpam-6257	149	4	straightforward	straightforward	ADJ
ejpam-6257	149	5	measure	measure	NOUN
ejpam-6257	149	6	of	of	ADP
ejpam-6257	149	7	the	the	DET
ejpam-6257	149	8	average	average	ADJ
ejpam-6257	149	9	magnitude	magnitude	NOUN
ejpam-6257	149	10	of	of	ADP
ejpam-6257	149	11	the	the	DET
ejpam-6257	149	12	errors	error	NOUN
ejpam-6257	149	13	in	in	ADP
ejpam-6257	149	14	the	the	DET
ejpam-6257	149	15	predictions	prediction	NOUN
ejpam-6257	149	16	,	,	PUNCT
ejpam-6257	149	17	regardless	regardless	ADV
ejpam-6257	149	18	of	of	ADP
ejpam-6257	149	19	their	their	PRON
ejpam-6257	149	20	direction	direction	NOUN
ejpam-6257	149	21	.	.	PUNCT
ejpam-6257	150	1	lower	low	ADJ
ejpam-6257	150	2	mae	mae	PROPN
ejpam-6257	150	3	values	value	NOUN
ejpam-6257	150	4	indicate	indicate	VERB
ejpam-6257	150	5	better	well	ADJ
ejpam-6257	150	6	predictive	predictive	ADJ
ejpam-6257	150	7	performance	performance	NOUN
ejpam-6257	150	8	.	.	PUNCT
ejpam-6257	151	1	3	3	X
ejpam-6257	151	2	.	.	X
ejpam-6257	151	3	root	root	NOUN
ejpam-6257	151	4	mean	mean	VERB
ejpam-6257	151	5	squared	square	VERB
ejpam-6257	151	6	error	error	NOUN
ejpam-6257	151	7	(	(	PUNCT
ejpam-6257	151	8	rmse	rmse	NOUN
ejpam-6257	151	9	):	):	PUNCT
ejpam-6257	151	10	rmse	rmse	PROPN
ejpam-6257	151	11	is	be	AUX
ejpam-6257	151	12	a	a	DET
ejpam-6257	151	13	commonly	commonly	ADV
ejpam-6257	151	14	used	use	VERB
ejpam-6257	151	15	metric	metric	NOUN
ejpam-6257	151	16	that	that	PRON
ejpam-6257	151	17	squares	square	VERB
ejpam-6257	151	18	the	the	DET
ejpam-6257	151	19	differences	difference	NOUN
ejpam-6257	151	20	before	before	ADP
ejpam-6257	151	21	averaging	average	VERB
ejpam-6257	151	22	,	,	PUNCT
ejpam-6257	151	23	then	then	ADV
ejpam-6257	151	24	takes	take	VERB
ejpam-6257	151	25	the	the	DET
ejpam-6257	151	26	square	square	ADJ
ejpam-6257	151	27	root	root	NOUN
ejpam-6257	151	28	.	.	PUNCT
ejpam-6257	152	1	it	it	PRON
ejpam-6257	152	2	penalizes	penalize	VERB
ejpam-6257	152	3	larger	large	ADJ
ejpam-6257	152	4	errors	error	NOUN
ejpam-6257	152	5	more	more	ADJ
ejpam-6257	152	6	than	than	ADP
ejpam-6257	152	7	mae	mae	PROPN
ejpam-6257	152	8	,	,	PUNCT
ejpam-6257	152	9	making	make	VERB
ejpam-6257	152	10	it	it	PRON
ejpam-6257	152	11	sensitive	sensitive	ADJ
ejpam-6257	152	12	to	to	ADP
ejpam-6257	152	13	outliers	outlier	NOUN
ejpam-6257	152	14	.	.	PUNCT
ejpam-6257	153	1	lower	low	ADJ
ejpam-6257	153	2	rmse	rmse	PROPN
ejpam-6257	153	3	values	value	NOUN
ejpam-6257	153	4	signify	signify	VERB
ejpam-6257	153	5	more	more	ADV
ejpam-6257	153	6	accurate	accurate	ADJ
ejpam-6257	153	7	m.	m.	NOUN
ejpam-6257	153	8	m.	m.	NOUN
ejpam-6257	153	9	alkandari	alkandari	ADJ
ejpam-6257	153	10	,	,	PUNCT
ejpam-6257	153	11	a.	a.	PROPN
ejpam-6257	153	12	h.	h.	PROPN
ejpam-6257	153	13	alajmi	alajmi	PROPN
ejpam-6257	153	14	/	/	SYM
ejpam-6257	153	15	eur	eur	PROPN
ejpam-6257	153	16	.	.	PUNCT
ejpam-6257	154	1	j.	j.	PROPN
ejpam-6257	154	2	pure	pure	PROPN
ejpam-6257	154	3	appl	appl	PROPN
ejpam-6257	154	4	.	.	PROPN
ejpam-6257	154	5	math	math	PROPN
ejpam-6257	154	6	,	,	PUNCT
ejpam-6257	154	7	18	18	NUM
ejpam-6257	154	8	(	(	PUNCT
ejpam-6257	154	9	3	3	NUM
ejpam-6257	154	10	)	)	PUNCT
ejpam-6257	154	11	(	(	PUNCT
ejpam-6257	154	12	2025	2025	NUM
ejpam-6257	154	13	)	)	PUNCT
ejpam-6257	154	14	,	,	PUNCT
ejpam-6257	154	15	6257	6257	NUM
ejpam-6257	154	16	8	8	NUM
ejpam-6257	154	17	of	of	ADP
ejpam-6257	154	18	25	25	NUM
ejpam-6257	154	19	predictions	prediction	NOUN
ejpam-6257	154	20	.	.	PUNCT
ejpam-6257	155	1	4	4	X
ejpam-6257	155	2	.	.	X
ejpam-6257	155	3	mean	mean	ADJ
ejpam-6257	155	4	bias	bias	NOUN
ejpam-6257	155	5	error	error	NOUN
ejpam-6257	155	6	(	(	PUNCT
ejpam-6257	155	7	mbe	mbe	PROPN
ejpam-6257	155	8	):	):	PUNCT
ejpam-6257	155	9	mbe	mbe	PROPN
ejpam-6257	155	10	measures	measure	VERB
ejpam-6257	155	11	the	the	DET
ejpam-6257	155	12	average	average	ADJ
ejpam-6257	155	13	bias	bias	NOUN
ejpam-6257	155	14	in	in	ADP
ejpam-6257	155	15	the	the	DET
ejpam-6257	155	16	predictions	prediction	NOUN
ejpam-6257	155	17	,	,	PUNCT
ejpam-6257	155	18	indicating	indicate	VERB
ejpam-6257	155	19	whether	whether	SCONJ
ejpam-6257	155	20	the	the	DET
ejpam-6257	155	21	fuzzy	fuzzy	ADJ
ejpam-6257	155	22	system	system	NOUN
ejpam-6257	155	23	tends	tend	VERB
ejpam-6257	155	24	to	to	PART
ejpam-6257	155	25	overestimate	overestimate	VERB
ejpam-6257	155	26	or	or	CCONJ
ejpam-6257	155	27	underestimate	underestimate	VERB
ejpam-6257	155	28	the	the	DET
ejpam-6257	155	29	grades	grade	NOUN
ejpam-6257	155	30	.	.	PUNCT
ejpam-6257	156	1	a	a	DET
ejpam-6257	156	2	value	value	NOUN
ejpam-6257	156	3	near	near	ADP
ejpam-6257	156	4	zero	zero	NUM
ejpam-6257	156	5	indicates	indicate	VERB
ejpam-6257	156	6	that	that	SCONJ
ejpam-6257	156	7	the	the	DET
ejpam-6257	156	8	system	system	NOUN
ejpam-6257	156	9	has	have	VERB
ejpam-6257	156	10	no	no	DET
ejpam-6257	156	11	consistent	consistent	ADJ
ejpam-6257	156	12	bias	bias	NOUN
ejpam-6257	156	13	.	.	PUNCT
ejpam-6257	157	1	5	5	X
ejpam-6257	157	2	.	.	X
ejpam-6257	157	3	the	the	DET
ejpam-6257	157	4	correlation	correlation	NOUN
ejpam-6257	157	5	between	between	ADP
ejpam-6257	157	6	the	the	DET
ejpam-6257	157	7	fuzzy	fuzzy	ADJ
ejpam-6257	157	8	grades	grade	NOUN
ejpam-6257	157	9	and	and	CCONJ
ejpam-6257	157	10	the	the	DET
ejpam-6257	157	11	professor	professor	NOUN
ejpam-6257	157	12	’s	’s	PART
ejpam-6257	157	13	grades	grade	NOUN
ejpam-6257	157	14	is	be	AUX
ejpam-6257	157	15	also	also	ADV
ejpam-6257	157	16	visualized	visualize	VERB
ejpam-6257	157	17	in	in	ADP
ejpam-6257	157	18	the	the	DET
ejpam-6257	157	19	correlation	correlation	NOUN
ejpam-6257	157	20	heatmap	heatmap	NOUN
ejpam-6257	157	21	,	,	PUNCT
ejpam-6257	157	22	which	which	PRON
ejpam-6257	157	23	gives	give	VERB
ejpam-6257	157	24	insight	insight	NOUN
ejpam-6257	157	25	into	into	ADP
ejpam-6257	157	26	how	how	SCONJ
ejpam-6257	157	27	well	well	ADV
ejpam-6257	157	28	the	the	DET
ejpam-6257	157	29	fuzzy	fuzzy	ADJ
ejpam-6257	157	30	logic	logic	NOUN
ejpam-6257	157	31	system	system	NOUN
ejpam-6257	157	32	can	can	AUX
ejpam-6257	157	33	reproduce	reproduce	VERB
ejpam-6257	157	34	the	the	DET
ejpam-6257	157	35	grading	grade	VERB
ejpam-6257	157	36	patterns	pattern	NOUN
ejpam-6257	157	37	.	.	PUNCT
ejpam-6257	158	1	2.6	2.6	NUM
ejpam-6257	158	2	.	.	PUNCT
ejpam-6257	158	3	handling	handle	VERB
ejpam-6257	158	4	uncertainty	uncertainty	NOUN
ejpam-6257	158	5	fuzzy	fuzzy	ADJ
ejpam-6257	158	6	logic	logic	NOUN
ejpam-6257	158	7	inherently	inherently	ADV
ejpam-6257	158	8	accommodates	accommodate	VERB
ejpam-6257	158	9	uncertainty	uncertainty	NOUN
ejpam-6257	158	10	,	,	PUNCT
ejpam-6257	158	11	making	make	VERB
ejpam-6257	158	12	it	it	PRON
ejpam-6257	158	13	ideal	ideal	ADJ
ejpam-6257	158	14	for	for	ADP
ejpam-6257	158	15	systems	system	NOUN
ejpam-6257	158	16	where	where	SCONJ
ejpam-6257	158	17	data	datum	NOUN
ejpam-6257	158	18	may	may	AUX
ejpam-6257	158	19	not	not	PART
ejpam-6257	158	20	be	be	AUX
ejpam-6257	158	21	precise	precise	ADJ
ejpam-6257	158	22	or	or	CCONJ
ejpam-6257	158	23	deterministic	deterministic	ADJ
ejpam-6257	158	24	.	.	PUNCT
ejpam-6257	159	1	in	in	ADP
ejpam-6257	159	2	this	this	DET
ejpam-6257	159	3	system	system	NOUN
ejpam-6257	159	4	,	,	PUNCT
ejpam-6257	159	5	we	we	PRON
ejpam-6257	159	6	use	use	VERB
ejpam-6257	159	7	type-1	type-1	NUM
ejpam-6257	159	8	fuzzy	fuzzy	ADJ
ejpam-6257	159	9	sets	set	NOUN
ejpam-6257	159	10	,	,	PUNCT
ejpam-6257	159	11	which	which	PRON
ejpam-6257	159	12	allow	allow	VERB
ejpam-6257	159	13	for	for	ADP
ejpam-6257	159	14	the	the	DET
ejpam-6257	159	15	inclusion	inclusion	NOUN
ejpam-6257	159	16	of	of	ADP
ejpam-6257	159	17	vague	vague	ADJ
ejpam-6257	159	18	or	or	CCONJ
ejpam-6257	159	19	incomplete	incomplete	ADJ
ejpam-6257	159	20	information	information	NOUN
ejpam-6257	159	21	.	.	PUNCT
ejpam-6257	160	1	the	the	DET
ejpam-6257	160	2	membership	membership	NOUN
ejpam-6257	160	3	functions	function	NOUN
ejpam-6257	160	4	model	model	VERB
ejpam-6257	160	5	this	this	DET
ejpam-6257	160	6	uncertainty	uncertainty	NOUN
ejpam-6257	160	7	,	,	PUNCT
ejpam-6257	160	8	enabling	enable	VERB
ejpam-6257	160	9	the	the	DET
ejpam-6257	160	10	system	system	NOUN
ejpam-6257	160	11	to	to	PART
ejpam-6257	160	12	generate	generate	VERB
ejpam-6257	160	13	reliable	reliable	ADJ
ejpam-6257	160	14	outputs	output	NOUN
ejpam-6257	160	15	even	even	ADV
ejpam-6257	160	16	when	when	SCONJ
ejpam-6257	160	17	input	input	NOUN
ejpam-6257	160	18	data	data	NOUN
ejpam-6257	160	19	is	be	AUX
ejpam-6257	160	20	imprecise	imprecise	ADV
ejpam-6257	160	21	.	.	PUNCT
ejpam-6257	161	1	3	3	X
ejpam-6257	161	2	.	.	X
ejpam-6257	161	3	results	result	VERB
ejpam-6257	161	4	the	the	DET
ejpam-6257	161	5	membership	membership	NOUN
ejpam-6257	161	6	function	function	NOUN
ejpam-6257	161	7	for	for	ADP
ejpam-6257	161	8	input	input	NOUN
ejpam-6257	161	9	variables	variable	NOUN
ejpam-6257	161	10	of	of	ADP
ejpam-6257	161	11	all	all	DET
ejpam-6257	161	12	three	three	NUM
ejpam-6257	161	13	courses	course	NOUN
ejpam-6257	161	14	:	:	PUNCT
ejpam-6257	161	15	introduction	introduction	NOUN
ejpam-6257	161	16	to	to	ADP
ejpam-6257	161	17	abstract	abstract	ADJ
ejpam-6257	161	18	algebra	algebra	NOUN
ejpam-6257	161	19	(	(	PUNCT
ejpam-6257	161	20	course	course	NOUN
ejpam-6257	161	21	261	261	NUM
ejpam-6257	161	22	)	)	PUNCT
ejpam-6257	161	23	,	,	PUNCT
ejpam-6257	161	24	introduction	introduction	NOUN
ejpam-6257	161	25	to	to	ADP
ejpam-6257	161	26	foundations	foundation	NOUN
ejpam-6257	161	27	of	of	ADP
ejpam-6257	161	28	mathematics	mathematic	NOUN
ejpam-6257	161	29	(	(	PUNCT
ejpam-6257	161	30	course	course	NOUN
ejpam-6257	161	31	250	250	NUM
ejpam-6257	161	32	)	)	PUNCT
ejpam-6257	161	33	,	,	PUNCT
ejpam-6257	161	34	and	and	CCONJ
ejpam-6257	161	35	linear	linear	PROPN
ejpam-6257	161	36	algebra	algebra	PROPN
ejpam-6257	161	37	(	(	PUNCT
ejpam-6257	161	38	course111	course111	PROPN
ejpam-6257	161	39	)	)	PUNCT
ejpam-6257	161	40	is	be	AUX
ejpam-6257	161	41	consistent	consistent	ADJ
ejpam-6257	161	42	to	to	PART
ejpam-6257	161	43	ensure	ensure	VERB
ejpam-6257	161	44	uniformity	uniformity	NOUN
ejpam-6257	161	45	throughout	throughout	ADP
ejpam-6257	161	46	the	the	DET
ejpam-6257	161	47	evaluation	evaluation	NOUN
ejpam-6257	161	48	process	process	NOUN
ejpam-6257	161	49	while	while	SCONJ
ejpam-6257	161	50	the	the	DET
ejpam-6257	161	51	membership	membership	NOUN
ejpam-6257	161	52	function	function	VERB
ejpam-6257	161	53	for	for	ADP
ejpam-6257	161	54	output	output	NOUN
ejpam-6257	161	55	variables	variable	NOUN
ejpam-6257	161	56	and	and	CCONJ
ejpam-6257	161	57	rules	rule	NOUN
ejpam-6257	161	58	varies	vary	VERB
ejpam-6257	161	59	according	accord	VERB
ejpam-6257	161	60	to	to	ADP
ejpam-6257	161	61	the	the	DET
ejpam-6257	161	62	different	different	ADJ
ejpam-6257	161	63	grading	grading	NOUN
ejpam-6257	161	64	in	in	ADP
ejpam-6257	161	65	three	three	NUM
ejpam-6257	161	66	courses	course	NOUN
ejpam-6257	161	67	.	.	PUNCT
ejpam-6257	162	1	the	the	DET
ejpam-6257	162	2	triangular	triangular	NOUN
ejpam-6257	162	3	membership	membership	NOUN
ejpam-6257	162	4	function	function	NOUN
ejpam-6257	162	5	is	be	AUX
ejpam-6257	162	6	used	use	VERB
ejpam-6257	162	7	to	to	PART
ejpam-6257	162	8	access	access	VERB
ejpam-6257	162	9	the	the	DET
ejpam-6257	162	10	input	input	NOUN
ejpam-6257	162	11	and	and	CCONJ
ejpam-6257	162	12	output	output	NOUN
ejpam-6257	162	13	variables	variable	NOUN
ejpam-6257	162	14	scores	score	NOUN
ejpam-6257	162	15	of	of	ADP
ejpam-6257	162	16	four	four	NUM
ejpam-6257	162	17	questions	question	NOUN
ejpam-6257	162	18	(	(	PUNCT
ejpam-6257	162	19	q1	q1	PROPN
ejpam-6257	162	20	,	,	PUNCT
ejpam-6257	162	21	q2	q2	NOUN
ejpam-6257	162	22	,	,	PUNCT
ejpam-6257	162	23	q3	q3	PROPN
ejpam-6257	162	24	,	,	PUNCT
ejpam-6257	162	25	q4	q4	PROPN
ejpam-6257	162	26	)	)	PUNCT
ejpam-6257	162	27	.	.	PUNCT
ejpam-6257	163	1	each	each	DET
ejpam-6257	163	2	question	question	NOUN
ejpam-6257	163	3	score	score	NOUN
ejpam-6257	163	4	is	be	AUX
ejpam-6257	163	5	categorized	categorize	VERB
ejpam-6257	163	6	into	into	ADP
ejpam-6257	163	7	linguistic	linguistic	ADJ
ejpam-6257	163	8	words	word	NOUN
ejpam-6257	163	9	;	;	PUNCT
ejpam-6257	163	10	fail	fail	ADJ
ejpam-6257	163	11	,	,	PUNCT
ejpam-6257	163	12	poor	poor	ADJ
ejpam-6257	163	13	,	,	PUNCT
ejpam-6257	163	14	average	average	ADJ
ejpam-6257	163	15	,	,	PUNCT
ejpam-6257	163	16	good	good	ADJ
ejpam-6257	163	17	,	,	PUNCT
ejpam-6257	163	18	and	and	CCONJ
ejpam-6257	163	19	excellent	excellent	ADJ
ejpam-6257	163	20	as	as	SCONJ
ejpam-6257	163	21	shown	show	VERB
ejpam-6257	163	22	in	in	ADP
ejpam-6257	163	23	figure	figure	NOUN
ejpam-6257	163	24	3	3	NUM
ejpam-6257	163	25	.	.	NOUN
ejpam-6257	163	26	3.1	3.1	NUM
ejpam-6257	163	27	.	.	PUNCT
ejpam-6257	164	1	analysis	analysis	NOUN
ejpam-6257	164	2	of	of	ADP
ejpam-6257	164	3	course	course	NOUN
ejpam-6257	164	4	1	1	NUM
ejpam-6257	164	5	in	in	ADP
ejpam-6257	164	6	figure	figure	NOUN
ejpam-6257	164	7	4	4	NUM
ejpam-6257	164	8	,	,	PUNCT
ejpam-6257	164	9	the	the	DET
ejpam-6257	164	10	triangular	triangular	NOUN
ejpam-6257	164	11	membership	membership	NOUN
ejpam-6257	164	12	function	function	NOUN
ejpam-6257	164	13	of	of	ADP
ejpam-6257	164	14	output	output	NOUN
ejpam-6257	164	15	variables	variable	NOUN
ejpam-6257	164	16	provides	provide	VERB
ejpam-6257	164	17	a	a	DET
ejpam-6257	164	18	visual	visual	ADJ
ejpam-6257	164	19	representation	representation	NOUN
ejpam-6257	164	20	of	of	ADP
ejpam-6257	164	21	how	how	SCONJ
ejpam-6257	164	22	output	output	ADJ
ejpam-6257	164	23	values	value	NOUN
ejpam-6257	164	24	are	be	AUX
ejpam-6257	164	25	translated	translate	VERB
ejpam-6257	164	26	into	into	ADP
ejpam-6257	164	27	degrees	degree	NOUN
ejpam-6257	164	28	of	of	ADP
ejpam-6257	164	29	membership	membership	NOUN
ejpam-6257	164	30	.	.	PUNCT
ejpam-6257	165	1	as	as	SCONJ
ejpam-6257	165	2	shown	show	VERB
ejpam-6257	165	3	in	in	ADP
ejpam-6257	165	4	table	table	NOUN
ejpam-6257	165	5	1	1	NUM
ejpam-6257	165	6	the	the	DET
ejpam-6257	165	7	students	student	NOUN
ejpam-6257	165	8	with	with	ADP
ejpam-6257	165	9	high	high	ADJ
ejpam-6257	165	10	scores	score	NOUN
ejpam-6257	165	11	of	of	ADP
ejpam-6257	165	12	7.5	7.5	NUM
ejpam-6257	165	13	or	or	CCONJ
ejpam-6257	165	14	above	above	ADV
ejpam-6257	165	15	in	in	ADP
ejpam-6257	165	16	the	the	DET
ejpam-6257	165	17	fuzzy	fuzzy	ADJ
ejpam-6257	165	18	system	system	NOUN
ejpam-6257	165	19	perform	perform	VERB
ejpam-6257	165	20	well	well	ADV
ejpam-6257	165	21	.	.	PUNCT
ejpam-6257	166	1	in	in	ADP
ejpam-6257	166	2	these	these	DET
ejpam-6257	166	3	cases	case	NOUN
ejpam-6257	166	4	,	,	PUNCT
ejpam-6257	166	5	the	the	DET
ejpam-6257	166	6	fuzzy	fuzzy	ADJ
ejpam-6257	166	7	grades	grade	NOUN
ejpam-6257	166	8	and	and	CCONJ
ejpam-6257	166	9	professor	professor	NOUN
ejpam-6257	166	10	grades	grade	NOUN
ejpam-6257	166	11	are	be	AUX
ejpam-6257	166	12	closely	closely	ADV
ejpam-6257	166	13	aligned	align	VERB
ejpam-6257	166	14	according	accord	VERB
ejpam-6257	166	15	to	to	ADP
ejpam-6257	166	16	the	the	DET
ejpam-6257	166	17	rules	rule	NOUN
ejpam-6257	166	18	if	if	SCONJ
ejpam-6257	166	19	a	a	DET
ejpam-6257	166	20	student	student	NOUN
ejpam-6257	166	21	gets	get	VERB
ejpam-6257	166	22	an	an	DET
ejpam-6257	166	23	excellent	excellent	ADJ
ejpam-6257	166	24	score	score	NOUN
ejpam-6257	166	25	in	in	ADP
ejpam-6257	166	26	the	the	DET
ejpam-6257	166	27	first	first	ADJ
ejpam-6257	166	28	three	three	NUM
ejpam-6257	166	29	questions	question	NOUN
ejpam-6257	166	30	then	then	ADV
ejpam-6257	166	31	the	the	DET
ejpam-6257	166	32	final	final	ADJ
ejpam-6257	166	33	grade	grade	NOUN
ejpam-6257	166	34	would	would	AUX
ejpam-6257	166	35	be	be	AUX
ejpam-6257	166	36	excellent	excellent	ADJ
ejpam-6257	166	37	and	and	CCONJ
ejpam-6257	166	38	ranges	range	NOUN
ejpam-6257	166	39	above	above	ADP
ejpam-6257	166	40	9	9	NUM
ejpam-6257	166	41	as	as	SCONJ
ejpam-6257	166	42	the	the	DET
ejpam-6257	166	43	students	student	NOUN
ejpam-6257	166	44	4	4	NUM
ejpam-6257	166	45	,	,	PUNCT
ejpam-6257	166	46	6	6	NUM
ejpam-6257	166	47	,	,	PUNCT
ejpam-6257	166	48	8	8	NUM
ejpam-6257	166	49	,	,	PUNCT
ejpam-6257	166	50	10	10	NUM
ejpam-6257	166	51	,	,	PUNCT
ejpam-6257	166	52	11	11	NUM
ejpam-6257	166	53	,	,	PUNCT
ejpam-6257	166	54	13	13	NUM
ejpam-6257	166	55	,	,	PUNCT
ejpam-6257	166	56	17	17	NUM
ejpam-6257	166	57	,	,	PUNCT
ejpam-6257	166	58	19	19	NUM
ejpam-6257	166	59	have	have	VERB
ejpam-6257	166	60	fuzzy	fuzzy	ADJ
ejpam-6257	166	61	grades	grade	NOUN
ejpam-6257	166	62	excellent	excellent	ADV
ejpam-6257	166	63	shown	show	VERB
ejpam-6257	166	64	in	in	ADP
ejpam-6257	166	65	table	table	NOUN
ejpam-6257	166	66	1	1	NUM
ejpam-6257	166	67	.	.	PUNCT
ejpam-6257	167	1	for	for	ADP
ejpam-6257	167	2	the	the	DET
ejpam-6257	167	3	grades	grade	NOUN
ejpam-6257	167	4	that	that	PRON
ejpam-6257	167	5	are	be	AUX
ejpam-6257	167	6	failing	fail	VERB
ejpam-6257	167	7	,	,	PUNCT
ejpam-6257	167	8	poor	poor	ADJ
ejpam-6257	167	9	,	,	PUNCT
ejpam-6257	167	10	average	average	ADJ
ejpam-6257	167	11	,	,	PUNCT
ejpam-6257	167	12	and	and	CCONJ
ejpam-6257	167	13	good	good	ADJ
ejpam-6257	167	14	the	the	DET
ejpam-6257	167	15	fuzzy	fuzzy	ADJ
ejpam-6257	167	16	system	system	NOUN
ejpam-6257	167	17	also	also	ADV
ejpam-6257	167	18	provides	provide	VERB
ejpam-6257	167	19	reliable	reliable	ADJ
ejpam-6257	167	20	evaluation	evaluation	NOUN
ejpam-6257	167	21	but	but	CCONJ
ejpam-6257	167	22	in	in	ADP
ejpam-6257	167	23	some	some	DET
ejpam-6257	167	24	cases	case	NOUN
ejpam-6257	167	25	,	,	PUNCT
ejpam-6257	167	26	grades	grade	NOUN
ejpam-6257	167	27	slightly	slightly	ADV
ejpam-6257	167	28	differ	differ	VERB
ejpam-6257	167	29	from	from	ADP
ejpam-6257	167	30	professor	professor	NOUN
ejpam-6257	167	31	grades	grade	NOUN
ejpam-6257	167	32	in	in	ADP
ejpam-6257	167	33	student	student	NOUN
ejpam-6257	167	34	1	1	NUM
ejpam-6257	167	35	the	the	DET
ejpam-6257	167	36	professor	professor	NOUN
ejpam-6257	167	37	assigned	assign	VERB
ejpam-6257	167	38	0	0	NUM
ejpam-6257	167	39	grade	grade	NOUN
ejpam-6257	167	40	because	because	SCONJ
ejpam-6257	167	41	the	the	DET
ejpam-6257	167	42	question	question	NOUN
ejpam-6257	167	43	1	1	NUM
ejpam-6257	167	44	score	score	NOUN
ejpam-6257	167	45	is	be	AUX
ejpam-6257	167	46	poor	poor	ADJ
ejpam-6257	167	47	and	and	CCONJ
ejpam-6257	167	48	the	the	DET
ejpam-6257	167	49	rest	rest	NOUN
ejpam-6257	167	50	scores	score	NOUN
ejpam-6257	167	51	are	be	AUX
ejpam-6257	167	52	failing	fail	VERB
ejpam-6257	167	53	but	but	CCONJ
ejpam-6257	167	54	the	the	DET
ejpam-6257	167	55	fuzzy	fuzzy	ADJ
ejpam-6257	167	56	system	system	NOUN
ejpam-6257	167	57	provides	provide	VERB
ejpam-6257	167	58	approximate	approximate	ADJ
ejpam-6257	167	59	grade	grade	NOUN
ejpam-6257	167	60	0.1	0.1	NUM
ejpam-6257	167	61	also	also	ADV
ejpam-6257	167	62	the	the	DET
ejpam-6257	167	63	other	other	ADJ
ejpam-6257	167	64	students	student	NOUN
ejpam-6257	167	65	,	,	PUNCT
ejpam-6257	167	66	student	student	NOUN
ejpam-6257	167	67	2	2	NUM
ejpam-6257	167	68	the	the	DET
ejpam-6257	167	69	first	first	ADJ
ejpam-6257	167	70	two	two	NUM
ejpam-6257	167	71	question	question	NOUN
ejpam-6257	167	72	grade	grade	NOUN
ejpam-6257	167	73	is	be	AUX
ejpam-6257	167	74	excellent	excellent	ADJ
ejpam-6257	167	75	,	,	PUNCT
ejpam-6257	167	76	question	question	NOUN
ejpam-6257	167	77	3	3	NUM
ejpam-6257	167	78	grade	grade	NOUN
ejpam-6257	167	79	is	be	AUX
ejpam-6257	167	80	average	average	ADJ
ejpam-6257	167	81	and	and	CCONJ
ejpam-6257	167	82	question	question	NOUN
ejpam-6257	167	83	4	4	NUM
ejpam-6257	167	84	grade	grade	NOUN
ejpam-6257	167	85	is	be	AUX
ejpam-6257	167	86	failing	fail	VERB
ejpam-6257	167	87	the	the	DET
ejpam-6257	167	88	professor	professor	NOUN
ejpam-6257	167	89	assigned	assign	VERB
ejpam-6257	167	90	grade	grade	NOUN
ejpam-6257	167	91	is	be	AUX
ejpam-6257	167	92	3.0	3.0	NUM
ejpam-6257	167	93	but	but	CCONJ
ejpam-6257	167	94	the	the	DET
ejpam-6257	167	95	fuzzy	fuzzy	ADJ
ejpam-6257	167	96	system	system	NOUN
ejpam-6257	167	97	is	be	AUX
ejpam-6257	167	98	3.5	3.5	NUM
ejpam-6257	167	99	both	both	PRON
ejpam-6257	167	100	lies	lie	VERB
ejpam-6257	167	101	in	in	ADP
ejpam-6257	167	102	final	final	ADJ
ejpam-6257	167	103	grade	grade	NOUN
ejpam-6257	167	104	average	average	NOUN
ejpam-6257	167	105	,	,	PUNCT
ejpam-6257	167	106	these	these	DET
ejpam-6257	167	107	discrepancies	discrepancy	NOUN
ejpam-6257	167	108	are	be	AUX
ejpam-6257	167	109	minor	minor	ADJ
ejpam-6257	167	110	and	and	CCONJ
ejpam-6257	167	111	do	do	AUX
ejpam-6257	167	112	not	not	PART
ejpam-6257	167	113	impact	impact	VERB
ejpam-6257	167	114	the	the	DET
ejpam-6257	167	115	overall	overall	ADJ
ejpam-6257	167	116	system	system	NOUN
ejpam-6257	167	117	evaluation	evaluation	NOUN
ejpam-6257	167	118	.	.	PUNCT
ejpam-6257	168	1	m.	m.	NOUN
ejpam-6257	168	2	m.	m.	PROPN
ejpam-6257	168	3	alkandari	alkandari	PROPN
ejpam-6257	168	4	,	,	PUNCT
ejpam-6257	168	5	a.	a.	PROPN
ejpam-6257	168	6	h.	h.	PROPN
ejpam-6257	168	7	alajmi	alajmi	PROPN
ejpam-6257	168	8	/	/	SYM
ejpam-6257	168	9	eur	eur	PROPN
ejpam-6257	168	10	.	.	PUNCT
ejpam-6257	169	1	j.	j.	PROPN
ejpam-6257	169	2	pure	pure	PROPN
ejpam-6257	169	3	appl	appl	PROPN
ejpam-6257	169	4	.	.	PROPN
ejpam-6257	169	5	math	math	PROPN
ejpam-6257	169	6	,	,	PUNCT
ejpam-6257	169	7	18	18	NUM
ejpam-6257	169	8	(	(	PUNCT
ejpam-6257	169	9	3	3	NUM
ejpam-6257	169	10	)	)	PUNCT
ejpam-6257	169	11	(	(	PUNCT
ejpam-6257	169	12	2025	2025	NUM
ejpam-6257	169	13	)	)	PUNCT
ejpam-6257	169	14	,	,	PUNCT
ejpam-6257	169	15	6257	6257	NUM
ejpam-6257	169	16	9	9	NUM
ejpam-6257	169	17	of	of	ADP
ejpam-6257	169	18	25	25	NUM
ejpam-6257	169	19	figure	figure	NOUN
ejpam-6257	169	20	3	3	NUM
ejpam-6257	169	21	:	:	PUNCT
ejpam-6257	169	22	membership	membership	NOUN
ejpam-6257	169	23	functions	function	NOUN
ejpam-6257	169	24	for	for	ADP
ejpam-6257	169	25	input	input	NOUN
ejpam-6257	169	26	variables	variable	NOUN
ejpam-6257	169	27	figure	figure	VERB
ejpam-6257	169	28	4	4	NUM
ejpam-6257	169	29	:	:	PUNCT
ejpam-6257	169	30	course	course	NOUN
ejpam-6257	169	31	1	1	NUM
ejpam-6257	169	32	triangular	triangular	NOUN
ejpam-6257	169	33	membership	membership	NOUN
ejpam-6257	169	34	function	function	NOUN
ejpam-6257	169	35	of	of	ADP
ejpam-6257	169	36	output	output	NOUN
ejpam-6257	169	37	variables	variable	NOUN
ejpam-6257	169	38	to	to	PART
ejpam-6257	169	39	assess	assess	VERB
ejpam-6257	169	40	the	the	DET
ejpam-6257	169	41	predictive	predictive	ADJ
ejpam-6257	169	42	performance	performance	NOUN
ejpam-6257	169	43	of	of	ADP
ejpam-6257	169	44	the	the	DET
ejpam-6257	169	45	fuzzy	fuzzy	ADJ
ejpam-6257	169	46	logic	logic	NOUN
ejpam-6257	169	47	system	system	NOUN
ejpam-6257	169	48	,	,	PUNCT
ejpam-6257	169	49	several	several	ADJ
ejpam-6257	169	50	evaluation	evaluation	NOUN
ejpam-6257	169	51	metrics	metric	NOUN
ejpam-6257	169	52	were	be	AUX
ejpam-6257	169	53	applied	apply	VERB
ejpam-6257	169	54	:	:	PUNCT
ejpam-6257	169	55	the	the	DET
ejpam-6257	169	56	r²	r²	NOUN
ejpam-6257	169	57	value	value	NOUN
ejpam-6257	169	58	for	for	ADP
ejpam-6257	169	59	course	course	NOUN
ejpam-6257	169	60	1	1	NUM
ejpam-6257	169	61	is	be	AUX
ejpam-6257	169	62	0.94	0.94	NUM
ejpam-6257	169	63	,	,	PUNCT
ejpam-6257	169	64	indicating	indicate	VERB
ejpam-6257	169	65	that	that	SCONJ
ejpam-6257	169	66	94	94	NUM
ejpam-6257	169	67	percent	percent	NOUN
ejpam-6257	169	68	of	of	ADP
ejpam-6257	169	69	the	the	DET
ejpam-6257	169	70	variance	variance	NOUN
ejpam-6257	169	71	in	in	ADP
ejpam-6257	169	72	the	the	DET
ejpam-6257	169	73	professor	professor	NOUN
ejpam-6257	169	74	’s	’s	PART
ejpam-6257	169	75	grades	grade	NOUN
ejpam-6257	169	76	.	.	PUNCT
ejpam-6257	170	1	this	this	PRON
ejpam-6257	170	2	signifies	signify	VERB
ejpam-6257	170	3	excellent	excellent	ADJ
ejpam-6257	170	4	model	model	NOUN
ejpam-6257	170	5	performance	performance	NOUN
ejpam-6257	170	6	and	and	CCONJ
ejpam-6257	170	7	consistent	consistent	ADJ
ejpam-6257	170	8	alignment	alignment	NOUN
ejpam-6257	170	9	with	with	ADP
ejpam-6257	170	10	human	human	ADJ
ejpam-6257	170	11	grading	grading	NOUN
ejpam-6257	170	12	.	.	PUNCT
ejpam-6257	171	1	the	the	DET
ejpam-6257	171	2	mae	mae	PROPN
ejpam-6257	171	3	is	be	AUX
ejpam-6257	171	4	0.557	0.557	NUM
ejpam-6257	171	5	meaning	meaning	NOUN
ejpam-6257	171	6	on	on	ADP
ejpam-6257	171	7	average	average	ADJ
ejpam-6257	171	8	fuzzy	fuzzy	ADJ
ejpam-6257	171	9	grades	grade	NOUN
ejpam-6257	171	10	deviate	deviate	VERB
ejpam-6257	171	11	by	by	ADP
ejpam-6257	171	12	just	just	ADV
ejpam-6257	171	13	over	over	ADP
ejpam-6257	171	14	0.5	0.5	NUM
ejpam-6257	171	15	from	from	ADP
ejpam-6257	171	16	professor	professor	NOUN
ejpam-6257	171	17	grades	grade	NOUN
ejpam-6257	171	18	.	.	PUNCT
ejpam-6257	172	1	this	this	PRON
ejpam-6257	172	2	represents	represent	VERB
ejpam-6257	172	3	a	a	DET
ejpam-6257	172	4	very	very	ADV
ejpam-6257	172	5	high	high	ADJ
ejpam-6257	172	6	level	level	NOUN
ejpam-6257	172	7	of	of	ADP
ejpam-6257	172	8	accuracy	accuracy	NOUN
ejpam-6257	172	9	in	in	ADP
ejpam-6257	172	10	the	the	DET
ejpam-6257	172	11	system	system	NOUN
ejpam-6257	172	12	’s	’s	PART
ejpam-6257	172	13	predicted	predict	VERB
ejpam-6257	172	14	values	value	NOUN
ejpam-6257	172	15	.	.	PUNCT
ejpam-6257	173	1	the	the	DET
ejpam-6257	173	2	rmse	rmse	NOUN
ejpam-6257	173	3	is	be	AUX
ejpam-6257	173	4	0.801	0.801	NUM
ejpam-6257	173	5	meaning	mean	VERB
ejpam-6257	173	6	the	the	DET
ejpam-6257	173	7	degree	degree	NOUN
ejpam-6257	173	8	of	of	ADP
ejpam-6257	173	9	error	error	NOUN
ejpam-6257	173	10	is	be	AUX
ejpam-6257	173	11	relatively	relatively	ADV
ejpam-6257	173	12	low	low	ADJ
ejpam-6257	173	13	and	and	CCONJ
ejpam-6257	173	14	the	the	DET
ejpam-6257	173	15	fuzzy	fuzzy	ADJ
ejpam-6257	173	16	system	system	NOUN
ejpam-6257	173	17	does	do	AUX
ejpam-6257	173	18	not	not	PART
ejpam-6257	173	19	typically	typically	ADV
ejpam-6257	173	20	make	make	VERB
ejpam-6257	173	21	large	large	ADJ
ejpam-6257	173	22	deviations	deviation	NOUN
ejpam-6257	173	23	from	from	ADP
ejpam-6257	173	24	the	the	DET
ejpam-6257	173	25	professor	professor	NOUN
ejpam-6257	173	26	’s	’s	PART
ejpam-6257	173	27	grades	grade	NOUN
ejpam-6257	173	28	.	.	PUNCT
ejpam-6257	174	1	since	since	SCONJ
ejpam-6257	174	2	rmse	rmse	NOUN
ejpam-6257	174	3	penalizes	penalize	NOUN
ejpam-6257	174	4	larger	large	ADJ
ejpam-6257	174	5	errors	error	NOUN
ejpam-6257	174	6	more	more	ADJ
ejpam-6257	174	7	than	than	ADP
ejpam-6257	174	8	mae	mae	PROPN
ejpam-6257	174	9	,	,	PUNCT
ejpam-6257	174	10	the	the	DET
ejpam-6257	174	11	relatively	relatively	ADV
ejpam-6257	174	12	small	small	ADJ
ejpam-6257	174	13	value	value	NOUN
ejpam-6257	174	14	confirms	confirm	VERB
ejpam-6257	174	15	model	model	NOUN
ejpam-6257	174	16	stability	stability	NOUN
ejpam-6257	174	17	and	and	CCONJ
ejpam-6257	174	18	consistency	consistency	NOUN
ejpam-6257	174	19	.	.	PUNCT
ejpam-6257	175	1	the	the	DET
ejpam-6257	175	2	mbe	mbe	PROPN
ejpam-6257	175	3	is	be	AUX
ejpam-6257	175	4	0.294	0.294	NUM
ejpam-6257	175	5	,	,	PUNCT
ejpam-6257	175	6	suggesting	suggest	VERB
ejpam-6257	175	7	a	a	DET
ejpam-6257	175	8	slight	slight	ADJ
ejpam-6257	175	9	tendency	tendency	NOUN
ejpam-6257	175	10	of	of	ADP
ejpam-6257	175	11	the	the	DET
ejpam-6257	175	12	fuzzy	fuzzy	ADJ
ejpam-6257	175	13	system	system	NOUN
ejpam-6257	175	14	to	to	PART
ejpam-6257	175	15	overestimate	overestimate	VERB
ejpam-6257	175	16	grades	grade	NOUN
ejpam-6257	175	17	by	by	ADP
ejpam-6257	175	18	about	about	ADV
ejpam-6257	175	19	0.29	0.29	NUM
ejpam-6257	175	20	points	point	NOUN
ejpam-6257	175	21	on	on	ADP
ejpam-6257	175	22	average	average	ADJ
ejpam-6257	175	23	.	.	PUNCT
ejpam-6257	176	1	however	however	ADV
ejpam-6257	176	2	,	,	PUNCT
ejpam-6257	176	3	this	this	DET
ejpam-6257	176	4	bias	bias	NOUN
ejpam-6257	176	5	is	be	AUX
ejpam-6257	176	6	small	small	ADJ
ejpam-6257	176	7	and	and	CCONJ
ejpam-6257	176	8	does	do	AUX
ejpam-6257	176	9	not	not	PART
ejpam-6257	176	10	significantly	significantly	ADV
ejpam-6257	176	11	affect	affect	VERB
ejpam-6257	176	12	the	the	DET
ejpam-6257	176	13	reliability	reliability	NOUN
ejpam-6257	176	14	of	of	ADP
ejpam-6257	176	15	the	the	DET
ejpam-6257	176	16	evaluation	evaluation	NOUN
ejpam-6257	176	17	.	.	PUNCT
ejpam-6257	177	1	additionally	additionally	ADV
ejpam-6257	177	2	,	,	PUNCT
ejpam-6257	177	3	the	the	DET
ejpam-6257	177	4	correlation	correlation	NOUN
ejpam-6257	177	5	heat	heat	NOUN
ejpam-6257	177	6	map	map	NOUN
ejpam-6257	177	7	in	in	ADP
ejpam-6257	177	8	figure	figure	NOUN
ejpam-6257	177	9	5	5	NUM
ejpam-6257	177	10	confirms	confirm	VERB
ejpam-6257	177	11	that	that	SCONJ
ejpam-6257	177	12	fuzzy	fuzzy	ADJ
ejpam-6257	177	13	grades	grade	NOUN
ejpam-6257	177	14	are	be	AUX
ejpam-6257	177	15	highly	highly	ADV
ejpam-6257	177	16	correlated	correlate	VERB
ejpam-6257	177	17	(	(	PUNCT
ejpam-6257	177	18	0.98	0.98	NUM
ejpam-6257	177	19	)	)	PUNCT
ejpam-6257	177	20	with	with	ADP
ejpam-6257	177	21	professor	professor	NOUN
ejpam-6257	177	22	grades	grade	NOUN
ejpam-6257	177	23	,	,	PUNCT
ejpam-6257	177	24	further	far	ADV
ejpam-6257	177	25	validating	validate	VERB
ejpam-6257	177	26	the	the	DET
ejpam-6257	177	27	effectiveness	effectiveness	NOUN
ejpam-6257	177	28	of	of	ADP
ejpam-6257	177	29	the	the	DET
ejpam-6257	177	30	fuzzy	fuzzy	ADJ
ejpam-6257	177	31	logic	logic	NOUN
ejpam-6257	177	32	system	system	NOUN
ejpam-6257	177	33	in	in	ADP
ejpam-6257	177	34	mimicking	mimic	VERB
ejpam-6257	177	35	instructor	instructor	NOUN
ejpam-6257	177	36	grading	grade	VERB
ejpam-6257	177	37	behavior	behavior	NOUN
ejpam-6257	177	38	.	.	PUNCT
ejpam-6257	178	1	m.	m.	NOUN
ejpam-6257	178	2	m.	m.	PROPN
ejpam-6257	178	3	alkandari	alkandari	PROPN
ejpam-6257	178	4	,	,	PUNCT
ejpam-6257	178	5	a.	a.	PROPN
ejpam-6257	178	6	h.	h.	PROPN
ejpam-6257	178	7	alajmi	alajmi	PROPN
ejpam-6257	178	8	/	/	SYM
ejpam-6257	178	9	eur	eur	PROPN
ejpam-6257	178	10	.	.	PUNCT
ejpam-6257	179	1	j.	j.	PROPN
ejpam-6257	179	2	pure	pure	PROPN
ejpam-6257	179	3	appl	appl	PROPN
ejpam-6257	179	4	.	.	PROPN
ejpam-6257	179	5	math	math	PROPN
ejpam-6257	179	6	,	,	PUNCT
ejpam-6257	179	7	18	18	NUM
ejpam-6257	179	8	(	(	PUNCT
ejpam-6257	179	9	3	3	NUM
ejpam-6257	179	10	)	)	PUNCT
ejpam-6257	179	11	(	(	PUNCT
ejpam-6257	179	12	2025	2025	NUM
ejpam-6257	179	13	)	)	PUNCT
ejpam-6257	179	14	,	,	PUNCT
ejpam-6257	179	15	6257	6257	NUM
ejpam-6257	179	16	10	10	NUM
ejpam-6257	179	17	of	of	ADP
ejpam-6257	179	18	25	25	NUM
ejpam-6257	179	19	table	table	NOUN
ejpam-6257	179	20	1	1	NUM
ejpam-6257	179	21	:	:	PUNCT
ejpam-6257	179	22	student	student	NOUN
ejpam-6257	179	23	performance	performance	NOUN
ejpam-6257	179	24	:	:	PUNCT
ejpam-6257	179	25	professor	professor	NOUN
ejpam-6257	179	26	vs.	vs.	ADP
ejpam-6257	179	27	fuzzy	fuzzy	ADJ
ejpam-6257	179	28	grading	grading	NOUN
ejpam-6257	179	29	.	.	PUNCT
ejpam-6257	180	1	student	student	NOUN
ejpam-6257	180	2	q1	q1	PROPN
ejpam-6257	180	3	q2	q2	PROPN
ejpam-6257	180	4	q3	q3	PROPN
ejpam-6257	180	5	q4	q4	PROPN
ejpam-6257	180	6	professor	professor	NOUN
ejpam-6257	180	7	grade	grade	NOUN
ejpam-6257	180	8	fuzzy	fuzzy	ADJ
ejpam-6257	180	9	grade	grade	NOUN
ejpam-6257	180	10	1	1	NUM
ejpam-6257	180	11	2.5	2.5	NUM
ejpam-6257	180	12	0.0	0.0	NUM
ejpam-6257	180	13	0.0	0.0	NUM
ejpam-6257	180	14	0.0	0.0	NUM
ejpam-6257	180	15	0.0	0.0	NUM
ejpam-6257	180	16	0.1	0.1	NUM
ejpam-6257	180	17	2	2	NUM
ejpam-6257	180	18	10.0	10.0	NUM
ejpam-6257	180	19	10.0	10.0	NUM
ejpam-6257	180	20	5.0	5.0	NUM
ejpam-6257	180	21	0.0	0.0	NUM
ejpam-6257	180	22	3.0	3.0	NUM
ejpam-6257	180	23	3.5	3.5	NUM
ejpam-6257	180	24	3	3	NUM
ejpam-6257	180	25	0.0	0.0	NUM
ejpam-6257	180	26	2.5	2.5	NUM
ejpam-6257	180	27	0.0	0.0	NUM
ejpam-6257	180	28	0.0	0.0	NUM
ejpam-6257	180	29	0.0	0.0	NUM
ejpam-6257	180	30	0.1	0.1	NUM
ejpam-6257	180	31	4	4	NUM
ejpam-6257	180	32	10.0	10.0	NUM
ejpam-6257	180	33	10.0	10.0	NUM
ejpam-6257	180	34	10.0	10.0	NUM
ejpam-6257	180	35	5.0	5.0	NUM
ejpam-6257	180	36	7.5	7.5	NUM
ejpam-6257	180	37	9.5	9.5	NUM
ejpam-6257	180	38	5	5	NUM
ejpam-6257	180	39	2.5	2.5	NUM
ejpam-6257	180	40	0.0	0.0	NUM
ejpam-6257	180	41	0.0	0.0	NUM
ejpam-6257	180	42	0.0	0.0	NUM
ejpam-6257	180	43	0.0	0.0	NUM
ejpam-6257	180	44	0.1	0.1	NUM
ejpam-6257	180	45	6	6	NUM
ejpam-6257	180	46	10.0	10.0	NUM
ejpam-6257	180	47	10.0	10.0	NUM
ejpam-6257	180	48	10.0	10.0	NUM
ejpam-6257	180	49	5.0	5.0	NUM
ejpam-6257	180	50	8.0	8.0	NUM
ejpam-6257	180	51	9.5	9.5	NUM
ejpam-6257	180	52	7	7	NUM
ejpam-6257	180	53	5.0	5.0	NUM
ejpam-6257	180	54	5.0	5.0	NUM
ejpam-6257	180	55	0.0	0.0	NUM
ejpam-6257	180	56	0.0	0.0	NUM
ejpam-6257	180	57	1.0	1.0	NUM
ejpam-6257	180	58	1.0	1.0	NUM
ejpam-6257	180	59	8	8	NUM
ejpam-6257	180	60	7.5	7.5	NUM
ejpam-6257	180	61	10.0	10.0	NUM
ejpam-6257	180	62	10.0	10.0	NUM
ejpam-6257	180	63	7.5	7.5	NUM
ejpam-6257	180	64	9.0	9.0	NUM
ejpam-6257	180	65	9.5	9.5	NUM
ejpam-6257	180	66	9	9	NUM
ejpam-6257	180	67	2.5	2.5	NUM
ejpam-6257	180	68	2.5	2.5	NUM
ejpam-6257	180	69	0.0	0.0	NUM
ejpam-6257	180	70	0.0	0.0	NUM
ejpam-6257	180	71	1.0	1.0	NUM
ejpam-6257	180	72	1.1	1.1	NUM
ejpam-6257	180	73	10	10	NUM
ejpam-6257	180	74	10.0	10.0	NUM
ejpam-6257	180	75	10.0	10.0	NUM
ejpam-6257	180	76	10.0	10.0	NUM
ejpam-6257	180	77	10.0	10.0	NUM
ejpam-6257	180	78	10.0	10.0	NUM
ejpam-6257	180	79	9.5	9.5	NUM
ejpam-6257	180	80	11	11	NUM
ejpam-6257	180	81	10.0	10.0	NUM
ejpam-6257	180	82	10.0	10.0	NUM
ejpam-6257	180	83	10.0	10.0	NUM
ejpam-6257	180	84	5.0	5.0	NUM
ejpam-6257	180	85	8.0	8.0	NUM
ejpam-6257	180	86	9.5	9.5	NUM
ejpam-6257	180	87	12	12	NUM
ejpam-6257	180	88	10.0	10.0	NUM
ejpam-6257	180	89	5.0	5.0	NUM
ejpam-6257	180	90	10.0	10.0	NUM
ejpam-6257	180	91	5.0	5.0	NUM
ejpam-6257	180	92	7.0	7.0	NUM
ejpam-6257	180	93	6.0	6.0	NUM
ejpam-6257	180	94	13	13	NUM
ejpam-6257	180	95	10.0	10.0	NUM
ejpam-6257	180	96	10.0	10.0	NUM
ejpam-6257	180	97	10.0	10.0	NUM
ejpam-6257	180	98	7.5	7.5	NUM
ejpam-6257	180	99	9.5	9.5	NUM
ejpam-6257	180	100	9.5	9.5	NUM
ejpam-6257	180	101	14	14	NUM
ejpam-6257	180	102	10.0	10.0	NUM
ejpam-6257	180	103	2.5	2.5	NUM
ejpam-6257	180	104	5.0	5.0	NUM
ejpam-6257	180	105	2.5	2.5	NUM
ejpam-6257	180	106	3.5	3.5	NUM
ejpam-6257	180	107	3.5	3.5	NUM
ejpam-6257	180	108	15	15	NUM
ejpam-6257	180	109	7.5	7.5	NUM
ejpam-6257	180	110	2.5	2.5	NUM
ejpam-6257	180	111	5.0	5.0	NUM
ejpam-6257	180	112	5.0	5.0	NUM
ejpam-6257	180	113	5.5	5.5	NUM
ejpam-6257	180	114	6.8	6.8	NUM
ejpam-6257	180	115	16	16	NUM
ejpam-6257	180	116	10.0	10.0	NUM
ejpam-6257	180	117	5.0	5.0	NUM
ejpam-6257	180	118	7.5	7.5	NUM
ejpam-6257	180	119	2.5	2.5	NUM
ejpam-6257	180	120	5.0	5.0	NUM
ejpam-6257	180	121	5.1	5.1	NUM
ejpam-6257	180	122	17	17	NUM
ejpam-6257	180	123	10.0	10.0	NUM
ejpam-6257	180	124	10.0	10.0	NUM
ejpam-6257	180	125	10.0	10.0	NUM
ejpam-6257	180	126	10.0	10.0	NUM
ejpam-6257	180	127	10.0	10.0	NUM
ejpam-6257	180	128	9.5	9.5	NUM
ejpam-6257	180	129	18	18	NUM
ejpam-6257	180	130	10.0	10.0	NUM
ejpam-6257	180	131	10.0	10.0	NUM
ejpam-6257	180	132	7.5	7.5	NUM
ejpam-6257	180	133	5.0	5.0	NUM
ejpam-6257	180	134	7.0	7.0	NUM
ejpam-6257	180	135	6.8	6.8	NUM
ejpam-6257	180	136	19	19	NUM
ejpam-6257	180	137	10.0	10.0	NUM
ejpam-6257	180	138	10.0	10.0	NUM
ejpam-6257	180	139	10.0	10.0	NUM
ejpam-6257	180	140	7.5	7.5	NUM
ejpam-6257	180	141	9.0	9.0	NUM
ejpam-6257	180	142	9.5	9.5	NUM
ejpam-6257	180	143	20	20	NUM
ejpam-6257	180	144	10.0	10.0	NUM
ejpam-6257	180	145	5.0	5.0	NUM
ejpam-6257	180	146	5.0	5.0	NUM
ejpam-6257	180	147	5.0	5.0	NUM
ejpam-6257	180	148	6.0	6.0	NUM
ejpam-6257	180	149	5.5	5.5	NUM
ejpam-6257	180	150	figure	figure	NOUN
ejpam-6257	180	151	6	6	NUM
ejpam-6257	180	152	shows	show	VERB
ejpam-6257	180	153	a	a	DET
ejpam-6257	180	154	graphical	graphical	ADJ
ejpam-6257	180	155	comparison	comparison	NOUN
ejpam-6257	180	156	between	between	ADP
ejpam-6257	180	157	the	the	DET
ejpam-6257	180	158	fuzzy	fuzzy	ADJ
ejpam-6257	180	159	logic	logic	NOUN
ejpam-6257	180	160	system	system	NOUN
ejpam-6257	180	161	’s	’s	PART
ejpam-6257	180	162	predicted	predict	VERB
ejpam-6257	180	163	grades	grade	NOUN
ejpam-6257	180	164	and	and	CCONJ
ejpam-6257	180	165	the	the	DET
ejpam-6257	180	166	grades	grade	NOUN
ejpam-6257	180	167	assigned	assign	VERB
ejpam-6257	180	168	to	to	ADP
ejpam-6257	180	169	each	each	DET
ejpam-6257	180	170	student	student	NOUN
ejpam-6257	180	171	by	by	ADP
ejpam-6257	180	172	the	the	DET
ejpam-6257	180	173	grading	grade	VERB
ejpam-6257	180	174	professor	professor	NOUN
ejpam-6257	180	175	for	for	ADP
ejpam-6257	180	176	course	course	NOUN
ejpam-6257	180	177	1	1	NUM
ejpam-6257	180	178	(	(	PUNCT
ejpam-6257	180	179	abstract	abstract	ADJ
ejpam-6257	180	180	algebra	algebra	NOUN
ejpam-6257	180	181	)	)	PUNCT
ejpam-6257	180	182	.	.	PUNCT
ejpam-6257	181	1	the	the	DET
ejpam-6257	181	2	fuzzy	fuzzy	ADJ
ejpam-6257	181	3	system	system	NOUN
ejpam-6257	181	4	seems	seem	VERB
ejpam-6257	181	5	to	to	PART
ejpam-6257	181	6	follow	follow	VERB
ejpam-6257	181	7	the	the	DET
ejpam-6257	181	8	grades	grade	NOUN
ejpam-6257	181	9	assigned	assign	VERB
ejpam-6257	181	10	by	by	ADP
ejpam-6257	181	11	the	the	DET
ejpam-6257	181	12	professor	professor	NOUN
ejpam-6257	181	13	quite	quite	ADV
ejpam-6257	181	14	closely	closely	ADV
ejpam-6257	181	15	.	.	PUNCT
ejpam-6257	182	1	in	in	ADP
ejpam-6257	182	2	the	the	DET
ejpam-6257	182	3	high	high	ADJ
ejpam-6257	182	4	and	and	CCONJ
ejpam-6257	182	5	mid	mid	ADJ
ejpam-6257	182	6	-	-	ADJ
ejpam-6257	182	7	range	range	ADJ
ejpam-6257	182	8	performance	performance	NOUN
ejpam-6257	182	9	proportions	proportion	NOUN
ejpam-6257	182	10	in	in	ADP
ejpam-6257	182	11	the	the	DET
ejpam-6257	182	12	grading	grade	VERB
ejpam-6257	182	13	system	system	NOUN
ejpam-6257	182	14	,	,	PUNCT
ejpam-6257	182	15	the	the	DET
ejpam-6257	182	16	fuzzy	fuzzy	ADJ
ejpam-6257	182	17	logic	logic	NOUN
ejpam-6257	182	18	-	-	PUNCT
ejpam-6257	182	19	predicted	predict	VERB
ejpam-6257	182	20	grades	grade	NOUN
ejpam-6257	182	21	for	for	ADP
ejpam-6257	182	22	students	student	NOUN
ejpam-6257	182	23	3	3	NUM
ejpam-6257	182	24	,	,	PUNCT
ejpam-6257	182	25	5	5	NUM
ejpam-6257	182	26	,	,	PUNCT
ejpam-6257	182	27	7	7	NUM
ejpam-6257	182	28	,	,	PUNCT
ejpam-6257	182	29	9	9	NUM
ejpam-6257	182	30	,	,	PUNCT
ejpam-6257	182	31	12	12	NUM
ejpam-6257	182	32	,	,	PUNCT
ejpam-6257	182	33	and	and	CCONJ
ejpam-6257	182	34	16	16	NUM
ejpam-6257	182	35	closely	closely	ADV
ejpam-6257	182	36	resembled	resemble	VERB
ejpam-6257	182	37	those	those	PRON
ejpam-6257	182	38	assigned	assign	VERB
ejpam-6257	182	39	by	by	ADP
ejpam-6257	182	40	the	the	DET
ejpam-6257	182	41	professor	professor	NOUN
ejpam-6257	182	42	;	;	PUNCT
ejpam-6257	182	43	therefore	therefore	ADV
ejpam-6257	182	44	,	,	PUNCT
ejpam-6257	182	45	the	the	DET
ejpam-6257	182	46	fuzzy	fuzzy	ADJ
ejpam-6257	182	47	logic	logic	NOUN
ejpam-6257	182	48	grading	grade	VERB
ejpam-6257	182	49	system	system	NOUN
ejpam-6257	182	50	is	be	AUX
ejpam-6257	182	51	positively	positively	ADV
ejpam-6257	182	52	related	relate	VERB
ejpam-6257	182	53	or	or	CCONJ
ejpam-6257	182	54	comparable	comparable	ADJ
ejpam-6257	182	55	to	to	ADP
ejpam-6257	182	56	the	the	DET
ejpam-6257	182	57	grading	grade	VERB
ejpam-6257	182	58	system	system	NOUN
ejpam-6257	182	59	used	use	VERB
ejpam-6257	182	60	by	by	ADP
ejpam-6257	182	61	the	the	DET
ejpam-6257	182	62	professor	professor	NOUN
ejpam-6257	182	63	.	.	PUNCT
ejpam-6257	183	1	while	while	SCONJ
ejpam-6257	183	2	the	the	DET
ejpam-6257	183	3	differing	differ	VERB
ejpam-6257	183	4	grades	grade	NOUN
ejpam-6257	183	5	were	be	AUX
ejpam-6257	183	6	not	not	PART
ejpam-6257	183	7	the	the	DET
ejpam-6257	183	8	same	same	ADJ
ejpam-6257	183	9	for	for	ADP
ejpam-6257	183	10	all	all	DET
ejpam-6257	183	11	students	student	NOUN
ejpam-6257	183	12	,	,	PUNCT
ejpam-6257	183	13	the	the	DET
ejpam-6257	183	14	overall	overall	ADJ
ejpam-6257	183	15	grades	grade	NOUN
ejpam-6257	183	16	were	be	AUX
ejpam-6257	183	17	very	very	ADV
ejpam-6257	183	18	similar	similar	ADJ
ejpam-6257	183	19	.	.	PUNCT
ejpam-6257	184	1	some	some	DET
ejpam-6257	184	2	students	student	NOUN
ejpam-6257	184	3	,	,	PUNCT
ejpam-6257	184	4	however	however	ADV
ejpam-6257	184	5	,	,	PUNCT
ejpam-6257	184	6	had	have	VERB
ejpam-6257	184	7	points	point	NOUN
ejpam-6257	184	8	that	that	PRON
ejpam-6257	184	9	deviated	deviate	VERB
ejpam-6257	184	10	despite	despite	SCONJ
ejpam-6257	184	11	grades	grade	NOUN
ejpam-6257	184	12	being	be	AUX
ejpam-6257	184	13	limited	limit	VERB
ejpam-6257	184	14	to	to	ADP
ejpam-6257	184	15	less	less	ADJ
ejpam-6257	184	16	than	than	ADP
ejpam-6257	184	17	2	2	NUM
ejpam-6257	184	18	points	point	NOUN
ejpam-6257	184	19	(	(	PUNCT
ejpam-6257	184	20	students	student	NOUN
ejpam-6257	184	21	2	2	NUM
ejpam-6257	184	22	,	,	PUNCT
ejpam-6257	184	23	10	10	NUM
ejpam-6257	184	24	,	,	PUNCT
ejpam-6257	184	25	11	11	NUM
ejpam-6257	184	26	,	,	PUNCT
ejpam-6257	184	27	12	12	NUM
ejpam-6257	184	28	,	,	PUNCT
ejpam-6257	184	29	and	and	CCONJ
ejpam-6257	184	30	14	14	NUM
ejpam-6257	184	31	)	)	PUNCT
ejpam-6257	184	32	while	while	SCONJ
ejpam-6257	184	33	generally	generally	ADV
ejpam-6257	184	34	remaining	remain	VERB
ejpam-6257	184	35	in	in	ADP
ejpam-6257	184	36	the	the	DET
ejpam-6257	184	37	same	same	ADJ
ejpam-6257	184	38	overall	overall	ADJ
ejpam-6257	184	39	grade	grade	NOUN
ejpam-6257	184	40	proportion	proportion	NOUN
ejpam-6257	184	41	or	or	CCONJ
ejpam-6257	184	42	category	category	NOUN
ejpam-6257	184	43	(	(	PUNCT
ejpam-6257	184	44	ie	ie	X
ejpam-6257	184	45	:	:	PUNCT
ejpam-6257	184	46	average	average	ADJ
ejpam-6257	184	47	,	,	PUNCT
ejpam-6257	184	48	good	good	ADJ
ejpam-6257	184	49	,	,	PUNCT
ejpam-6257	184	50	excellent	excellent	ADJ
ejpam-6257	184	51	)	)	PUNCT
ejpam-6257	184	52	.	.	PUNCT
ejpam-6257	185	1	generally	generally	ADV
ejpam-6257	185	2	,	,	PUNCT
ejpam-6257	185	3	the	the	DET
ejpam-6257	185	4	fuzzy	fuzzy	ADJ
ejpam-6257	185	5	logic	logic	NOUN
ejpam-6257	185	6	grading	grade	VERB
ejpam-6257	185	7	system	system	NOUN
ejpam-6257	185	8	follows	follow	VERB
ejpam-6257	185	9	the	the	DET
ejpam-6257	185	10	same	same	ADJ
ejpam-6257	185	11	pattern	pattern	NOUN
ejpam-6257	185	12	as	as	ADP
ejpam-6257	185	13	the	the	DET
ejpam-6257	185	14	grading	grade	VERB
ejpam-6257	185	15	system	system	NOUN
ejpam-6257	185	16	used	use	VERB
ejpam-6257	185	17	by	by	ADP
ejpam-6257	185	18	the	the	DET
ejpam-6257	185	19	professor	professor	NOUN
ejpam-6257	185	20	with	with	ADP
ejpam-6257	185	21	rise	rise	NOUN
ejpam-6257	185	22	and	and	CCONJ
ejpam-6257	185	23	fall	fall	VERB
ejpam-6257	185	24	in	in	ADP
ejpam-6257	185	25	the	the	DET
ejpam-6257	185	26	same	same	ADJ
ejpam-6257	185	27	similar	similar	ADJ
ejpam-6257	185	28	proportions	proportion	NOUN
ejpam-6257	185	29	across	across	ADP
ejpam-6257	185	30	the	the	DET
ejpam-6257	185	31	student	student	NOUN
ejpam-6257	185	32	group	group	NOUN
ejpam-6257	185	33	.	.	PUNCT
ejpam-6257	186	1	this	this	DET
ejpam-6257	186	2	alignment	alignment	NOUN
ejpam-6257	186	3	is	be	AUX
ejpam-6257	186	4	further	far	ADV
ejpam-6257	186	5	supported	support	VERB
ejpam-6257	186	6	by	by	ADP
ejpam-6257	186	7	the	the	DET
ejpam-6257	186	8	high	high	ADJ
ejpam-6257	186	9	r	r	NOUN
ejpam-6257	186	10	-	-	PUNCT
ejpam-6257	186	11	squared	square	VERB
ejpam-6257	186	12	value	value	NOUN
ejpam-6257	186	13	(	(	PUNCT
ejpam-6257	186	14	0.94	0.94	NUM
ejpam-6257	186	15	)	)	PUNCT
ejpam-6257	186	16	and	and	CCONJ
ejpam-6257	186	17	low	low	ADJ
ejpam-6257	186	18	error	error	NOUN
ejpam-6257	186	19	metrics	metric	NOUN
ejpam-6257	186	20	(	(	PUNCT
ejpam-6257	186	21	mae	mae	PROPN
ejpam-6257	186	22	=	=	PROPN
ejpam-6257	186	23	0.557	0.557	NUM
ejpam-6257	186	24	,	,	PUNCT
ejpam-6257	186	25	rmse	rmse	NOUN
ejpam-6257	186	26	=	=	PROPN
ejpam-6257	186	27	0.801	0.801	NUM
ejpam-6257	186	28	)	)	PUNCT
ejpam-6257	186	29	,	,	PUNCT
ejpam-6257	186	30	reinforcing	reinforce	VERB
ejpam-6257	186	31	the	the	DET
ejpam-6257	186	32	reliability	reliability	NOUN
ejpam-6257	186	33	and	and	CCONJ
ejpam-6257	186	34	validity	validity	NOUN
ejpam-6257	186	35	of	of	ADP
ejpam-6257	186	36	the	the	DET
ejpam-6257	186	37	fuzzy	fuzzy	ADJ
ejpam-6257	186	38	logic	logic	NOUN
ejpam-6257	186	39	model	model	NOUN
ejpam-6257	186	40	as	as	ADP
ejpam-6257	186	41	an	an	DET
ejpam-6257	186	42	effective	effective	ADJ
ejpam-6257	186	43	automated	automate	VERB
ejpam-6257	186	44	grading	grade	VERB
ejpam-6257	186	45	assistant	assistant	NOUN
ejpam-6257	186	46	.	.	PUNCT
ejpam-6257	187	1	m.	m.	NOUN
ejpam-6257	187	2	m.	m.	PROPN
ejpam-6257	187	3	alkandari	alkandari	PROPN
ejpam-6257	187	4	,	,	PUNCT
ejpam-6257	187	5	a.	a.	PROPN
ejpam-6257	187	6	h.	h.	PROPN
ejpam-6257	187	7	alajmi	alajmi	PROPN
ejpam-6257	187	8	/	/	SYM
ejpam-6257	187	9	eur	eur	PROPN
ejpam-6257	187	10	.	.	PUNCT
ejpam-6257	188	1	j.	j.	PROPN
ejpam-6257	188	2	pure	pure	PROPN
ejpam-6257	188	3	appl	appl	PROPN
ejpam-6257	188	4	.	.	PROPN
ejpam-6257	188	5	math	math	PROPN
ejpam-6257	188	6	,	,	PUNCT
ejpam-6257	188	7	18	18	NUM
ejpam-6257	188	8	(	(	PUNCT
ejpam-6257	188	9	3	3	NUM
ejpam-6257	188	10	)	)	PUNCT
ejpam-6257	188	11	(	(	PUNCT
ejpam-6257	188	12	2025	2025	NUM
ejpam-6257	188	13	)	)	PUNCT
ejpam-6257	188	14	,	,	PUNCT
ejpam-6257	188	15	6257	6257	NUM
ejpam-6257	188	16	11	11	NUM
ejpam-6257	188	17	of	of	ADP
ejpam-6257	188	18	25	25	NUM
ejpam-6257	188	19	figure	figure	NOUN
ejpam-6257	188	20	5	5	NUM
ejpam-6257	188	21	:	:	PUNCT
ejpam-6257	188	22	correlation	correlation	NOUN
ejpam-6257	188	23	heatmap	heatmap	NOUN
ejpam-6257	188	24	of	of	ADP
ejpam-6257	188	25	professor	professor	NOUN
ejpam-6257	188	26	and	and	CCONJ
ejpam-6257	188	27	fuzzy	fuzzy	ADJ
ejpam-6257	188	28	system	system	NOUN
ejpam-6257	188	29	grades	grade	NOUN
ejpam-6257	188	30	figure	figure	VERB
ejpam-6257	188	31	6	6	NUM
ejpam-6257	188	32	:	:	PUNCT
ejpam-6257	188	33	line	line	NOUN
ejpam-6257	188	34	chart	chart	NOUN
ejpam-6257	188	35	of	of	ADP
ejpam-6257	188	36	the	the	DET
ejpam-6257	188	37	fuzzy	fuzzy	ADJ
ejpam-6257	188	38	logic	logic	NOUN
ejpam-6257	188	39	system	system	NOUN
ejpam-6257	188	40	’s	’s	PART
ejpam-6257	188	41	predicted	predict	VERB
ejpam-6257	188	42	grades	grade	NOUN
ejpam-6257	188	43	versus	versus	ADP
ejpam-6257	188	44	the	the	DET
ejpam-6257	188	45	actual	actual	ADJ
ejpam-6257	188	46	grades	grade	NOUN
ejpam-6257	188	47	of	of	ADP
ejpam-6257	188	48	course	course	NOUN
ejpam-6257	188	49	1	1	NUM
ejpam-6257	188	50	3.2	3.2	NUM
ejpam-6257	188	51	.	.	PUNCT
ejpam-6257	189	1	analysis	analysis	NOUN
ejpam-6257	189	2	of	of	ADP
ejpam-6257	189	3	course	course	NOUN
ejpam-6257	189	4	2	2	NUM
ejpam-6257	189	5	in	in	ADP
ejpam-6257	189	6	table	table	NOUN
ejpam-6257	189	7	2	2	NUM
ejpam-6257	189	8	,	,	PUNCT
ejpam-6257	189	9	students	student	NOUN
ejpam-6257	189	10	2	2	NUM
ejpam-6257	189	11	,	,	PUNCT
ejpam-6257	189	12	6	6	NUM
ejpam-6257	189	13	,	,	PUNCT
ejpam-6257	189	14	13	13	NUM
ejpam-6257	189	15	,	,	PUNCT
ejpam-6257	189	16	and	and	CCONJ
ejpam-6257	189	17	15	15	NUM
ejpam-6257	189	18	perform	perform	VERB
ejpam-6257	189	19	well	well	ADV
ejpam-6257	189	20	as	as	SCONJ
ejpam-6257	189	21	the	the	DET
ejpam-6257	189	22	professor	professor	NOUN
ejpam-6257	189	23	grade	grade	NOUN
ejpam-6257	189	24	is	be	AUX
ejpam-6257	189	25	10	10	NUM
ejpam-6257	189	26	and	and	CCONJ
ejpam-6257	189	27	fuzzy	fuzzy	ADJ
ejpam-6257	189	28	grade	grade	NOUN
ejpam-6257	189	29	is	be	AUX
ejpam-6257	189	30	9.5	9.5	NUM
ejpam-6257	189	31	both	both	DET
ejpam-6257	189	32	grades	grade	NOUN
ejpam-6257	189	33	lie	lie	VERB
ejpam-6257	189	34	in	in	ADP
ejpam-6257	189	35	the	the	DET
ejpam-6257	189	36	excellent	excellent	ADJ
ejpam-6257	189	37	category	category	NOUN
ejpam-6257	189	38	.	.	PUNCT
ejpam-6257	190	1	similarly	similarly	ADV
ejpam-6257	190	2	,	,	PUNCT
ejpam-6257	190	3	students	student	NOUN
ejpam-6257	190	4	9	9	NUM
ejpam-6257	190	5	,	,	PUNCT
ejpam-6257	190	6	and	and	CCONJ
ejpam-6257	190	7	10	10	NUM
ejpam-6257	190	8	performed	perform	VERB
ejpam-6257	190	9	well	well	ADV
ejpam-6257	190	10	only	only	ADV
ejpam-6257	190	11	in	in	ADP
ejpam-6257	190	12	q1	q1	NOUN
ejpam-6257	190	13	but	but	CCONJ
ejpam-6257	190	14	got	get	VERB
ejpam-6257	190	15	average	average	ADJ
ejpam-6257	190	16	grades	grade	NOUN
ejpam-6257	190	17	in	in	ADP
ejpam-6257	190	18	the	the	DET
ejpam-6257	190	19	rest	rest	NOUN
ejpam-6257	190	20	of	of	ADP
ejpam-6257	190	21	the	the	DET
ejpam-6257	190	22	questions	question	NOUN
ejpam-6257	190	23	,	,	PUNCT
ejpam-6257	190	24	the	the	DET
ejpam-6257	190	25	professor	professor	NOUN
ejpam-6257	190	26	’s	’s	PART
ejpam-6257	190	27	assigned	assign	VERB
ejpam-6257	190	28	grade	grade	NOUN
ejpam-6257	190	29	was	be	AUX
ejpam-6257	190	30	5	5	NUM
ejpam-6257	190	31	and	and	CCONJ
ejpam-6257	190	32	the	the	DET
ejpam-6257	190	33	fuzzy	fuzzy	ADJ
ejpam-6257	190	34	system	system	NOUN
ejpam-6257	190	35	grade	grade	NOUN
ejpam-6257	190	36	was	be	AUX
ejpam-6257	190	37	the	the	DET
ejpam-6257	190	38	same	same	ADJ
ejpam-6257	190	39	as	as	ADP
ejpam-6257	190	40	the	the	DET
ejpam-6257	190	41	professor	professor	NOUN
ejpam-6257	190	42	’s	’s	PART
ejpam-6257	190	43	grade	grade	NOUN
ejpam-6257	190	44	.	.	PUNCT
ejpam-6257	191	1	also	also	ADV
ejpam-6257	191	2	,	,	PUNCT
ejpam-6257	191	3	students	student	NOUN
ejpam-6257	191	4	4	4	NUM
ejpam-6257	191	5	,	,	PUNCT
ejpam-6257	191	6	5	5	NUM
ejpam-6257	191	7	,	,	PUNCT
ejpam-6257	191	8	and	and	CCONJ
ejpam-6257	191	9	14	14	NUM
ejpam-6257	191	10	got	get	VERB
ejpam-6257	191	11	poor	poor	ADJ
ejpam-6257	191	12	grades	grade	NOUN
ejpam-6257	191	13	as	as	SCONJ
ejpam-6257	191	14	their	their	PRON
ejpam-6257	191	15	professor	professor	NOUN
ejpam-6257	191	16	grades	grade	NOUN
ejpam-6257	191	17	are	be	AUX
ejpam-6257	191	18	0	0	NUM
ejpam-6257	191	19	and	and	CCONJ
ejpam-6257	191	20	fuzzy	fuzzy	ADJ
ejpam-6257	191	21	grades	grade	NOUN
ejpam-6257	191	22	are	be	AUX
ejpam-6257	191	23	slightly	slightly	ADV
ejpam-6257	191	24	higher	high	ADJ
ejpam-6257	191	25	0.3	0.3	NUM
ejpam-6257	191	26	but	but	CCONJ
ejpam-6257	191	27	both	both	PRON
ejpam-6257	191	28	lie	lie	VERB
ejpam-6257	191	29	in	in	ADP
ejpam-6257	191	30	the	the	DET
ejpam-6257	191	31	fail	fail	ADJ
ejpam-6257	191	32	category	category	NOUN
ejpam-6257	191	33	.	.	PUNCT
ejpam-6257	192	1	students	student	NOUN
ejpam-6257	192	2	17	17	NUM
ejpam-6257	192	3	and	and	CCONJ
ejpam-6257	192	4	20	20	NUM
ejpam-6257	192	5	lie	lie	NOUN
ejpam-6257	192	6	in	in	ADP
ejpam-6257	192	7	the	the	DET
ejpam-6257	192	8	good	good	ADJ
ejpam-6257	192	9	category	category	NOUN
ejpam-6257	192	10	but	but	CCONJ
ejpam-6257	192	11	their	their	PRON
ejpam-6257	192	12	fuzzy	fuzzy	ADJ
ejpam-6257	192	13	grades	grade	NOUN
ejpam-6257	192	14	are	be	AUX
ejpam-6257	192	15	slightly	slightly	ADV
ejpam-6257	192	16	higher	high	ADJ
ejpam-6257	192	17	than	than	ADP
ejpam-6257	192	18	the	the	DET
ejpam-6257	192	19	professor	professor	NOUN
ejpam-6257	192	20	’s	’s	PART
ejpam-6257	192	21	grade	grade	NOUN
ejpam-6257	192	22	.	.	PUNCT
ejpam-6257	193	1	in	in	ADP
ejpam-6257	193	2	figure	figure	NOUN
ejpam-6257	193	3	7	7	NUM
ejpam-6257	193	4	,	,	PUNCT
ejpam-6257	193	5	the	the	DET
ejpam-6257	193	6	triangular	triangular	NOUN
ejpam-6257	193	7	membership	membership	NOUN
ejpam-6257	193	8	function	function	NOUN
ejpam-6257	193	9	of	of	ADP
ejpam-6257	193	10	output	output	NOUN
ejpam-6257	193	11	variables	variable	NOUN
ejpam-6257	193	12	provides	provide	VERB
ejpam-6257	193	13	a	a	DET
ejpam-6257	193	14	visual	visual	ADJ
ejpam-6257	193	15	representation	representation	NOUN
ejpam-6257	193	16	of	of	ADP
ejpam-6257	193	17	how	how	SCONJ
ejpam-6257	193	18	output	output	ADJ
ejpam-6257	193	19	values	value	NOUN
ejpam-6257	193	20	are	be	AUX
ejpam-6257	193	21	translated	translate	VERB
ejpam-6257	193	22	into	into	ADP
ejpam-6257	193	23	degrees	degree	NOUN
ejpam-6257	193	24	of	of	ADP
ejpam-6257	193	25	membership	membership	NOUN
ejpam-6257	193	26	in	in	ADP
ejpam-6257	193	27	course	course	NOUN
ejpam-6257	193	28	2	2	NUM
ejpam-6257	193	29	m.	m.	NOUN
ejpam-6257	193	30	m.	m.	NOUN
ejpam-6257	193	31	alkandari	alkandari	ADJ
ejpam-6257	193	32	,	,	PUNCT
ejpam-6257	193	33	a.	a.	PROPN
ejpam-6257	193	34	h.	h.	PROPN
ejpam-6257	193	35	alajmi	alajmi	PROPN
ejpam-6257	193	36	/	/	SYM
ejpam-6257	193	37	eur	eur	PROPN
ejpam-6257	193	38	.	.	PUNCT
ejpam-6257	194	1	j.	j.	PROPN
ejpam-6257	194	2	pure	pure	PROPN
ejpam-6257	194	3	appl	appl	PROPN
ejpam-6257	194	4	.	.	PROPN
ejpam-6257	194	5	math	math	PROPN
ejpam-6257	194	6	,	,	PUNCT
ejpam-6257	194	7	18	18	NUM
ejpam-6257	194	8	(	(	PUNCT
ejpam-6257	194	9	3	3	NUM
ejpam-6257	194	10	)	)	PUNCT
ejpam-6257	194	11	(	(	PUNCT
ejpam-6257	194	12	2025	2025	NUM
ejpam-6257	194	13	)	)	PUNCT
ejpam-6257	194	14	,	,	PUNCT
ejpam-6257	194	15	6257	6257	NUM
ejpam-6257	194	16	12	12	NUM
ejpam-6257	194	17	of	of	ADP
ejpam-6257	194	18	25	25	NUM
ejpam-6257	194	19	table	table	NOUN
ejpam-6257	194	20	2	2	NUM
ejpam-6257	194	21	:	:	PUNCT
ejpam-6257	194	22	second	second	ADJ
ejpam-6257	194	23	set	set	NOUN
ejpam-6257	194	24	of	of	ADP
ejpam-6257	194	25	student	student	NOUN
ejpam-6257	194	26	grades	grade	NOUN
ejpam-6257	194	27	:	:	PUNCT
ejpam-6257	194	28	professor	professor	NOUN
ejpam-6257	194	29	vs.	vs.	ADP
ejpam-6257	194	30	fuzzy	fuzzy	ADJ
ejpam-6257	194	31	grading	grading	NOUN
ejpam-6257	194	32	.	.	PUNCT
ejpam-6257	195	1	student	student	NOUN
ejpam-6257	195	2	q1	q1	PROPN
ejpam-6257	195	3	q2	q2	PROPN
ejpam-6257	195	4	q3	q3	PROPN
ejpam-6257	195	5	q4	q4	PROPN
ejpam-6257	195	6	professor	professor	NOUN
ejpam-6257	195	7	grade	grade	NOUN
ejpam-6257	195	8	fuzzy	fuzzy	ADJ
ejpam-6257	195	9	grade	grade	NOUN
ejpam-6257	195	10	1	1	NUM
ejpam-6257	195	11	5	5	NUM
ejpam-6257	195	12	0.0	0.0	NUM
ejpam-6257	195	13	0.0	0.0	NUM
ejpam-6257	195	14	5.0	5.0	NUM
ejpam-6257	195	15	1.0	1.0	NUM
ejpam-6257	195	16	0.3	0.3	NUM
ejpam-6257	195	17	2	2	NUM
ejpam-6257	195	18	10	10	NUM
ejpam-6257	195	19	10.0	10.0	NUM
ejpam-6257	195	20	10.0	10.0	NUM
ejpam-6257	195	21	10.0	10.0	NUM
ejpam-6257	195	22	10.0	10.0	NUM
ejpam-6257	195	23	9.5	9.5	NUM
ejpam-6257	195	24	3	3	NUM
ejpam-6257	195	25	10	10	NUM
ejpam-6257	195	26	0.0	0.0	NUM
ejpam-6257	195	27	10.0	10.0	NUM
ejpam-6257	195	28	0.0	0.0	NUM
ejpam-6257	195	29	4.0	4.0	NUM
ejpam-6257	195	30	4.8	4.8	NUM
ejpam-6257	195	31	4	4	NUM
ejpam-6257	195	32	5	5	NUM
ejpam-6257	195	33	0.0	0.0	NUM
ejpam-6257	195	34	0.0	0.0	NUM
ejpam-6257	195	35	0.0	0.0	NUM
ejpam-6257	195	36	0.5	0.5	NUM
ejpam-6257	195	37	0.3	0.3	NUM
ejpam-6257	195	38	5	5	NUM
ejpam-6257	195	39	0	0	NUM
ejpam-6257	195	40	0.0	0.0	NUM
ejpam-6257	195	41	0.0	0.0	NUM
ejpam-6257	195	42	0.0	0.0	NUM
ejpam-6257	195	43	0.0	0.0	NUM
ejpam-6257	195	44	0.0	0.0	NUM
ejpam-6257	195	45	6	6	NUM
ejpam-6257	195	46	10	10	NUM
ejpam-6257	195	47	10.0	10.0	NUM
ejpam-6257	195	48	10.0	10.0	NUM
ejpam-6257	195	49	10.0	10.0	NUM
ejpam-6257	195	50	10.0	10.0	NUM
ejpam-6257	195	51	9.5	9.5	NUM
ejpam-6257	195	52	7	7	NUM
ejpam-6257	195	53	10	10	NUM
ejpam-6257	195	54	10.0	10.0	NUM
ejpam-6257	195	55	5.0	5.0	NUM
ejpam-6257	195	56	5.0	5.0	NUM
ejpam-6257	195	57	7.0	7.0	NUM
ejpam-6257	195	58	6.5	6.5	NUM
ejpam-6257	195	59	8	8	NUM
ejpam-6257	195	60	10	10	NUM
ejpam-6257	195	61	10.0	10.0	NUM
ejpam-6257	195	62	5.0	5.0	NUM
ejpam-6257	195	63	5.0	5.0	NUM
ejpam-6257	195	64	7.0	7.0	NUM
ejpam-6257	195	65	6.5	6.5	NUM
ejpam-6257	195	66	9	9	NUM
ejpam-6257	195	67	10	10	NUM
ejpam-6257	195	68	5.0	5.0	NUM
ejpam-6257	195	69	5.0	5.0	NUM
ejpam-6257	195	70	5.0	5.0	NUM
ejpam-6257	195	71	5.0	5.0	NUM
ejpam-6257	195	72	5.0	5.0	NUM
ejpam-6257	195	73	10	10	NUM
ejpam-6257	195	74	10	10	NUM
ejpam-6257	195	75	5.0	5.0	NUM
ejpam-6257	195	76	5.0	5.0	NUM
ejpam-6257	195	77	5.0	5.0	NUM
ejpam-6257	195	78	5.0	5.0	NUM
ejpam-6257	195	79	5.0	5.0	NUM
ejpam-6257	195	80	11	11	NUM
ejpam-6257	195	81	10	10	NUM
ejpam-6257	195	82	10.0	10.0	NUM
ejpam-6257	195	83	5.0	5.0	NUM
ejpam-6257	195	84	5.0	5.0	NUM
ejpam-6257	195	85	5.5	5.5	NUM
ejpam-6257	195	86	6.5	6.5	NUM
ejpam-6257	195	87	12	12	NUM
ejpam-6257	195	88	10	10	NUM
ejpam-6257	195	89	5.0	5.0	NUM
ejpam-6257	195	90	0.0	0.0	NUM
ejpam-6257	195	91	2.5	2.5	NUM
ejpam-6257	195	92	2.5	2.5	NUM
ejpam-6257	195	93	3.7	3.7	NUM
ejpam-6257	195	94	13	13	NUM
ejpam-6257	195	95	10	10	NUM
ejpam-6257	195	96	10.0	10.0	NUM
ejpam-6257	195	97	10.0	10.0	NUM
ejpam-6257	195	98	5.0	5.0	NUM
ejpam-6257	195	99	7.5	7.5	NUM
ejpam-6257	195	100	8.3	8.3	NUM
ejpam-6257	195	101	14	14	NUM
ejpam-6257	195	102	0	0	NUM
ejpam-6257	195	103	0.0	0.0	NUM
ejpam-6257	195	104	0.0	0.0	NUM
ejpam-6257	195	105	0.0	0.0	NUM
ejpam-6257	195	106	0.0	0.0	NUM
ejpam-6257	195	107	0.0	0.0	NUM
ejpam-6257	195	108	15	15	NUM
ejpam-6257	195	109	10	10	NUM
ejpam-6257	195	110	10.0	10.0	NUM
ejpam-6257	195	111	10.0	10.0	NUM
ejpam-6257	195	112	10.0	10.0	NUM
ejpam-6257	195	113	10.0	10.0	NUM
ejpam-6257	195	114	9.5	9.5	NUM
ejpam-6257	195	115	16	16	NUM
ejpam-6257	195	116	5	5	NUM
ejpam-6257	195	117	2.5	2.5	NUM
ejpam-6257	195	118	2.5	2.5	NUM
ejpam-6257	195	119	2.5	2.5	NUM
ejpam-6257	195	120	3.0	3.0	NUM
ejpam-6257	195	121	2.5	2.5	NUM
ejpam-6257	195	122	17	17	NUM
ejpam-6257	195	123	10	10	NUM
ejpam-6257	195	124	10.0	10.0	NUM
ejpam-6257	195	125	10.0	10.0	NUM
ejpam-6257	195	126	2.5	2.5	NUM
ejpam-6257	195	127	6.5	6.5	NUM
ejpam-6257	195	128	8.3	8.3	NUM
ejpam-6257	195	129	18	18	NUM
ejpam-6257	195	130	0	0	NUM
ejpam-6257	195	131	5.0	5.0	NUM
ejpam-6257	195	132	5.0	5.0	NUM
ejpam-6257	195	133	2.5	2.5	NUM
ejpam-6257	195	134	2.0	2.0	NUM
ejpam-6257	195	135	2.5	2.5	NUM
ejpam-6257	195	136	19	19	NUM
ejpam-6257	195	137	10	10	NUM
ejpam-6257	195	138	2.5	2.5	NUM
ejpam-6257	195	139	2.5	2.5	NUM
ejpam-6257	195	140	2.5	2.5	NUM
ejpam-6257	195	141	2.5	2.5	NUM
ejpam-6257	195	142	2.5	2.5	NUM
ejpam-6257	195	143	20	20	NUM
ejpam-6257	195	144	10	10	NUM
ejpam-6257	195	145	10.0	10.0	NUM
ejpam-6257	195	146	10.0	10.0	NUM
ejpam-6257	195	147	5.0	5.0	NUM
ejpam-6257	195	148	8.0	8.0	NUM
ejpam-6257	195	149	8.3	8.3	NUM
ejpam-6257	195	150	the	the	DET
ejpam-6257	195	151	evaluation	evaluation	NOUN
ejpam-6257	195	152	metrics	metric	NOUN
ejpam-6257	195	153	for	for	ADP
ejpam-6257	195	154	course	course	NOUN
ejpam-6257	195	155	2	2	NUM
ejpam-6257	195	156	(	(	PUNCT
ejpam-6257	195	157	”	"	PUNCT
ejpam-6257	195	158	introduction	introduction	NOUN
ejpam-6257	195	159	to	to	ADP
ejpam-6257	195	160	foundation	foundation	NOUN
ejpam-6257	195	161	of	of	ADP
ejpam-6257	195	162	mathematics	mathematics	PROPN
ejpam-6257	195	163	250	250	NUM
ejpam-6257	195	164	”	"	PUNCT
ejpam-6257	195	165	)	)	PUNCT
ejpam-6257	195	166	provide	provide	VERB
ejpam-6257	195	167	clear	clear	ADJ
ejpam-6257	195	168	support	support	NOUN
ejpam-6257	195	169	for	for	ADP
ejpam-6257	195	170	the	the	DET
ejpam-6257	195	171	fuzzy	fuzzy	ADJ
ejpam-6257	195	172	logic	logic	NOUN
ejpam-6257	195	173	system	system	NOUN
ejpam-6257	195	174	’s	’s	PART
ejpam-6257	195	175	accuracy	accuracy	NOUN
ejpam-6257	195	176	and	and	CCONJ
ejpam-6257	195	177	reliability	reliability	NOUN
ejpam-6257	195	178	as	as	SCONJ
ejpam-6257	195	179	compared	compare	VERB
ejpam-6257	195	180	with	with	ADP
ejpam-6257	195	181	the	the	DET
ejpam-6257	195	182	professor	professor	NOUN
ejpam-6257	195	183	’s	’s	PART
ejpam-6257	195	184	grading	grade	VERB
ejpam-6257	195	185	.	.	PUNCT
ejpam-6257	196	1	the	the	DET
ejpam-6257	196	2	r	r	NOUN
ejpam-6257	196	3	-	-	PUNCT
ejpam-6257	196	4	squared	square	VERB
ejpam-6257	196	5	value	value	NOUN
ejpam-6257	196	6	of	of	ADP
ejpam-6257	196	7	0.9519	0.9519	NUM
ejpam-6257	196	8	indicates	indicate	VERB
ejpam-6257	196	9	a	a	DET
ejpam-6257	196	10	very	very	ADV
ejpam-6257	196	11	strong	strong	ADJ
ejpam-6257	196	12	correlation	correlation	NOUN
ejpam-6257	196	13	between	between	ADP
ejpam-6257	196	14	the	the	DET
ejpam-6257	196	15	fuzzy	fuzzy	ADJ
ejpam-6257	196	16	system	system	NOUN
ejpam-6257	196	17	’s	’s	PART
ejpam-6257	196	18	grades	grade	NOUN
ejpam-6257	196	19	and	and	CCONJ
ejpam-6257	196	20	those	those	PRON
ejpam-6257	196	21	from	from	ADP
ejpam-6257	196	22	the	the	DET
ejpam-6257	196	23	professor	professor	NOUN
ejpam-6257	196	24	.	.	PUNCT
ejpam-6257	197	1	the	the	DET
ejpam-6257	197	2	model	model	NOUN
ejpam-6257	197	3	can	can	AUX
ejpam-6257	197	4	account	account	VERB
ejpam-6257	197	5	for	for	ADP
ejpam-6257	197	6	roughly	roughly	ADV
ejpam-6257	197	7	95	95	NUM
ejpam-6257	197	8	percent	percent	NOUN
ejpam-6257	197	9	of	of	ADP
ejpam-6257	197	10	the	the	DET
ejpam-6257	197	11	variance	variance	NOUN
ejpam-6257	197	12	from	from	ADP
ejpam-6257	197	13	the	the	DET
ejpam-6257	197	14	professor	professor	NOUN
ejpam-6257	197	15	’s	’s	PART
ejpam-6257	197	16	grading	grade	VERB
ejpam-6257	197	17	.	.	PUNCT
ejpam-6257	198	1	this	this	PRON
ejpam-6257	198	2	suggests	suggest	VERB
ejpam-6257	198	3	the	the	DET
ejpam-6257	198	4	fuzzy	fuzzy	ADJ
ejpam-6257	198	5	system	system	NOUN
ejpam-6257	198	6	is	be	AUX
ejpam-6257	198	7	quite	quite	ADV
ejpam-6257	198	8	robust	robust	ADJ
ejpam-6257	198	9	and	and	CCONJ
ejpam-6257	198	10	consistent	consistent	ADJ
ejpam-6257	198	11	in	in	ADP
ejpam-6257	198	12	duplicating	duplicate	VERB
ejpam-6257	198	13	the	the	DET
ejpam-6257	198	14	grading	grade	VERB
ejpam-6257	198	15	pattern	pattern	NOUN
ejpam-6257	198	16	of	of	ADP
ejpam-6257	198	17	the	the	DET
ejpam-6257	198	18	instructor	instructor	NOUN
ejpam-6257	198	19	.	.	PUNCT
ejpam-6257	199	1	the	the	DET
ejpam-6257	199	2	mean	mean	ADJ
ejpam-6257	199	3	absolute	absolute	ADJ
ejpam-6257	199	4	error	error	NOUN
ejpam-6257	199	5	(	(	PUNCT
ejpam-6257	199	6	mae	mae	PROPN
ejpam-6257	199	7	)	)	PUNCT
ejpam-6257	199	8	of	of	ADP
ejpam-6257	199	9	0.5635	0.5635	NUM
ejpam-6257	199	10	and	and	CCONJ
ejpam-6257	199	11	the	the	DET
ejpam-6257	199	12	root	root	NOUN
ejpam-6257	199	13	mean	mean	VERB
ejpam-6257	199	14	square	square	ADJ
ejpam-6257	199	15	error	error	NOUN
ejpam-6257	199	16	(	(	PUNCT
ejpam-6257	199	17	rmse	rmse	NOUN
ejpam-6257	199	18	)	)	PUNCT
ejpam-6257	199	19	of	of	ADP
ejpam-6257	199	20	0.7159	0.7159	NUM
ejpam-6257	199	21	are	be	AUX
ejpam-6257	199	22	both	both	CCONJ
ejpam-6257	199	23	quite	quite	ADV
ejpam-6257	199	24	low	low	ADJ
ejpam-6257	199	25	and	and	CCONJ
ejpam-6257	199	26	indicate	indicate	VERB
ejpam-6257	199	27	that	that	SCONJ
ejpam-6257	199	28	the	the	DET
ejpam-6257	199	29	differences	difference	NOUN
ejpam-6257	199	30	between	between	ADP
ejpam-6257	199	31	the	the	DET
ejpam-6257	199	32	two	two	NUM
ejpam-6257	199	33	grading	grade	VERB
ejpam-6257	199	34	methods	method	NOUN
ejpam-6257	199	35	are	be	AUX
ejpam-6257	199	36	small	small	ADJ
ejpam-6257	199	37	,	,	PUNCT
ejpam-6257	199	38	and	and	CCONJ
ejpam-6257	199	39	in	in	ADP
ejpam-6257	199	40	general	general	ADJ
ejpam-6257	199	41	,	,	PUNCT
ejpam-6257	199	42	would	would	AUX
ejpam-6257	199	43	only	only	ADV
ejpam-6257	199	44	be	be	AUX
ejpam-6257	199	45	by	by	ADP
ejpam-6257	199	46	more	more	ADJ
ejpam-6257	199	47	than	than	ADP
ejpam-6257	199	48	one	one	NUM
ejpam-6257	199	49	grade	grade	NOUN
ejpam-6257	199	50	point	point	NOUN
ejpam-6257	199	51	.	.	PUNCT
ejpam-6257	200	1	the	the	DET
ejpam-6257	200	2	low	low	ADJ
ejpam-6257	200	3	error	error	NOUN
ejpam-6257	200	4	values	value	NOUN
ejpam-6257	200	5	indicate	indicate	VERB
ejpam-6257	200	6	the	the	DET
ejpam-6257	200	7	accuracy	accuracy	NOUN
ejpam-6257	200	8	of	of	ADP
ejpam-6257	200	9	the	the	DET
ejpam-6257	200	10	model	model	NOUN
ejpam-6257	200	11	and	and	CCONJ
ejpam-6257	200	12	its	its	PRON
ejpam-6257	200	13	ability	ability	NOUN
ejpam-6257	200	14	to	to	PART
ejpam-6257	200	15	stay	stay	VERB
ejpam-6257	200	16	very	very	ADV
ejpam-6257	200	17	close	close	ADV
ejpam-6257	200	18	to	to	ADP
ejpam-6257	200	19	human	human	ADJ
ejpam-6257	200	20	judgment	judgment	NOUN
ejpam-6257	200	21	.	.	PUNCT
ejpam-6257	201	1	the	the	DET
ejpam-6257	201	2	mean	mean	ADJ
ejpam-6257	201	3	bias	bias	NOUN
ejpam-6257	201	4	error	error	NOUN
ejpam-6257	201	5	(	(	PUNCT
ejpam-6257	201	6	mbe	mbe	PROPN
ejpam-6257	201	7	)	)	PUNCT
ejpam-6257	201	8	of	of	ADP
ejpam-6257	201	9	0.1801	0.1801	NUM
ejpam-6257	201	10	indicates	indicate	VERB
ejpam-6257	201	11	a	a	DET
ejpam-6257	201	12	small	small	ADJ
ejpam-6257	201	13	positive	positive	ADJ
ejpam-6257	201	14	bias	bias	NOUN
ejpam-6257	201	15	in	in	ADP
ejpam-6257	201	16	the	the	DET
ejpam-6257	201	17	fuzzy	fuzzy	ADJ
ejpam-6257	201	18	system	system	NOUN
ejpam-6257	201	19	,	,	PUNCT
ejpam-6257	201	20	suggesting	suggest	VERB
ejpam-6257	201	21	it	it	PRON
ejpam-6257	201	22	tends	tend	VERB
ejpam-6257	201	23	to	to	PART
ejpam-6257	201	24	slightly	slightly	ADV
ejpam-6257	201	25	overestimate	overestimate	VERB
ejpam-6257	201	26	student	student	NOUN
ejpam-6257	201	27	grades	grade	NOUN
ejpam-6257	201	28	compared	compare	VERB
ejpam-6257	201	29	to	to	ADP
ejpam-6257	201	30	the	the	DET
ejpam-6257	201	31	professor	professor	NOUN
ejpam-6257	201	32	’s	’s	ADV
ejpam-6257	201	33	,	,	PUNCT
ejpam-6257	201	34	with	with	ADP
ejpam-6257	201	35	the	the	DET
ejpam-6257	201	36	systemic	systemic	ADJ
ejpam-6257	201	37	bias	bias	NOUN
ejpam-6257	201	38	being	be	AUX
ejpam-6257	201	39	low	low	ADJ
ejpam-6257	201	40	.	.	PUNCT
ejpam-6257	202	1	to	to	PART
ejpam-6257	202	2	summarize	summarize	VERB
ejpam-6257	202	3	the	the	DET
ejpam-6257	202	4	previous	previous	ADJ
ejpam-6257	202	5	analyses	analysis	NOUN
ejpam-6257	202	6	visually	visually	ADV
ejpam-6257	202	7	,	,	PUNCT
ejpam-6257	202	8	the	the	DET
ejpam-6257	202	9	correlation	correlation	NOUN
ejpam-6257	202	10	heat	heat	NOUN
ejpam-6257	202	11	map	map	NOUN
ejpam-6257	202	12	in	in	ADP
ejpam-6257	202	13	figure	figure	NOUN
ejpam-6257	202	14	8	8	NUM
ejpam-6257	202	15	presents	present	VERB
ejpam-6257	202	16	a	a	DET
ejpam-6257	202	17	correlation	correlation	NOUN
ejpam-6257	202	18	coefficient	coefficient	NOUN
ejpam-6257	202	19	of	of	ADP
ejpam-6257	202	20	0.98	0.98	NUM
ejpam-6257	202	21	between	between	ADP
ejpam-6257	202	22	fuzzy	fuzzy	ADJ
ejpam-6257	202	23	and	and	CCONJ
ejpam-6257	202	24	professor	professor	NOUN
ejpam-6257	202	25	grades	grade	NOUN
ejpam-6257	202	26	,	,	PUNCT
ejpam-6257	202	27	confirming	confirm	VERB
ejpam-6257	202	28	the	the	DET
ejpam-6257	202	29	system	system	NOUN
ejpam-6257	202	30	’s	’s	PART
ejpam-6257	202	31	capacity	capacity	NOUN
ejpam-6257	202	32	to	to	PART
ejpam-6257	202	33	reconstruct	reconstruct	VERB
ejpam-6257	202	34	human	human	ADJ
ejpam-6257	202	35	judgment	judgment	NOUN
ejpam-6257	202	36	.	.	PUNCT
ejpam-6257	203	1	this	this	DET
ejpam-6257	203	2	visualization	visualization	NOUN
ejpam-6257	203	3	,	,	PUNCT
ejpam-6257	203	4	combined	combine	VERB
ejpam-6257	203	5	with	with	ADP
ejpam-6257	203	6	the	the	DET
ejpam-6257	203	7	strong	strong	ADJ
ejpam-6257	203	8	numerical	numerical	ADJ
ejpam-6257	203	9	results	result	NOUN
ejpam-6257	203	10	and	and	CCONJ
ejpam-6257	203	11	studentlevel	studentlevel	NOUN
ejpam-6257	203	12	consistency	consistency	NOUN
ejpam-6257	203	13	,	,	PUNCT
ejpam-6257	203	14	supports	support	VERB
ejpam-6257	203	15	the	the	DET
ejpam-6257	203	16	conclusion	conclusion	NOUN
ejpam-6257	203	17	that	that	SCONJ
ejpam-6257	203	18	the	the	DET
ejpam-6257	203	19	fuzzy	fuzzy	ADJ
ejpam-6257	203	20	system	system	NOUN
ejpam-6257	203	21	is	be	AUX
ejpam-6257	203	22	a	a	DET
ejpam-6257	203	23	reliable	reliable	ADJ
ejpam-6257	203	24	,	,	PUNCT
ejpam-6257	203	25	efficient	efficient	ADJ
ejpam-6257	203	26	,	,	PUNCT
ejpam-6257	203	27	and	and	CCONJ
ejpam-6257	203	28	accurate	accurate	ADJ
ejpam-6257	203	29	tool	tool	NOUN
ejpam-6257	203	30	for	for	ADP
ejpam-6257	203	31	automating	automate	VERB
ejpam-6257	203	32	grade	grade	NOUN
ejpam-6257	203	33	assessment	assessment	NOUN
ejpam-6257	203	34	in	in	ADP
ejpam-6257	203	35	course	course	NOUN
ejpam-6257	203	36	2	2	NUM
ejpam-6257	203	37	.	.	PUNCT
ejpam-6257	203	38	m.	m.	NOUN
ejpam-6257	203	39	m.	m.	NOUN
ejpam-6257	203	40	alkandari	alkandari	PROPN
ejpam-6257	203	41	,	,	PUNCT
ejpam-6257	203	42	a.	a.	PROPN
ejpam-6257	203	43	h.	h.	PROPN
ejpam-6257	203	44	alajmi	alajmi	PROPN
ejpam-6257	203	45	/	/	SYM
ejpam-6257	203	46	eur	eur	PROPN
ejpam-6257	203	47	.	.	PUNCT
ejpam-6257	204	1	j.	j.	PROPN
ejpam-6257	204	2	pure	pure	PROPN
ejpam-6257	204	3	appl	appl	PROPN
ejpam-6257	204	4	.	.	PROPN
ejpam-6257	204	5	math	math	PROPN
ejpam-6257	204	6	,	,	PUNCT
ejpam-6257	204	7	18	18	NUM
ejpam-6257	204	8	(	(	PUNCT
ejpam-6257	204	9	3	3	NUM
ejpam-6257	204	10	)	)	PUNCT
ejpam-6257	204	11	(	(	PUNCT
ejpam-6257	204	12	2025	2025	NUM
ejpam-6257	204	13	)	)	PUNCT
ejpam-6257	204	14	,	,	PUNCT
ejpam-6257	204	15	6257	6257	NUM
ejpam-6257	204	16	13	13	NUM
ejpam-6257	204	17	of	of	ADP
ejpam-6257	204	18	25	25	NUM
ejpam-6257	204	19	figure	figure	NOUN
ejpam-6257	204	20	7	7	NUM
ejpam-6257	204	21	:	:	PUNCT
ejpam-6257	204	22	course	course	NOUN
ejpam-6257	204	23	2	2	NUM
ejpam-6257	204	24	triangular	triangular	NOUN
ejpam-6257	204	25	membership	membership	NOUN
ejpam-6257	204	26	function	function	NOUN
ejpam-6257	204	27	of	of	ADP
ejpam-6257	204	28	output	output	NOUN
ejpam-6257	204	29	variables	variable	NOUN
ejpam-6257	204	30	figure	figure	VERB
ejpam-6257	204	31	8	8	NUM
ejpam-6257	204	32	:	:	PUNCT
ejpam-6257	204	33	correlation	correlation	NOUN
ejpam-6257	204	34	heat	heat	NOUN
ejpam-6257	204	35	map	map	NOUN
ejpam-6257	204	36	of	of	ADP
ejpam-6257	204	37	professor	professor	NOUN
ejpam-6257	204	38	and	and	CCONJ
ejpam-6257	204	39	fuzzy	fuzzy	ADJ
ejpam-6257	204	40	system	system	NOUN
ejpam-6257	204	41	grades	grade	NOUN
ejpam-6257	204	42	in	in	ADP
ejpam-6257	204	43	figure	figure	NOUN
ejpam-6257	204	44	9	9	NUM
ejpam-6257	204	45	,	,	PUNCT
ejpam-6257	204	46	the	the	DET
ejpam-6257	204	47	fuzzy	fuzzy	ADJ
ejpam-6257	204	48	system	system	NOUN
ejpam-6257	204	49	grades	grade	NOUN
ejpam-6257	204	50	and	and	CCONJ
ejpam-6257	204	51	professor	professor	NOUN
ejpam-6257	204	52	grades	grade	NOUN
ejpam-6257	204	53	for	for	ADP
ejpam-6257	204	54	20	20	NUM
ejpam-6257	204	55	students	student	NOUN
ejpam-6257	204	56	in	in	ADP
ejpam-6257	204	57	course	course	NOUN
ejpam-6257	204	58	2	2	NUM
ejpam-6257	204	59	introduction	introduction	NOUN
ejpam-6257	204	60	to	to	ADP
ejpam-6257	204	61	foundation	foundation	NOUN
ejpam-6257	204	62	of	of	ADP
ejpam-6257	204	63	mathematics	mathematics	PROPN
ejpam-6257	204	64	250	250	NUM
ejpam-6257	204	65	are	be	AUX
ejpam-6257	204	66	presented	present	VERB
ejpam-6257	204	67	.	.	PUNCT
ejpam-6257	205	1	overall	overall	ADV
ejpam-6257	205	2	,	,	PUNCT
ejpam-6257	205	3	both	both	DET
ejpam-6257	205	4	lines	line	NOUN
ejpam-6257	205	5	,	,	PUNCT
ejpam-6257	205	6	representing	represent	VERB
ejpam-6257	205	7	the	the	DET
ejpam-6257	205	8	fuzzy	fuzzy	ADJ
ejpam-6257	205	9	grades	grade	NOUN
ejpam-6257	205	10	and	and	CCONJ
ejpam-6257	205	11	the	the	DET
ejpam-6257	205	12	professor	professor	NOUN
ejpam-6257	205	13	’s	’s	PART
ejpam-6257	205	14	grades	grade	NOUN
ejpam-6257	205	15	,	,	PUNCT
ejpam-6257	205	16	follow	follow	VERB
ejpam-6257	205	17	each	each	DET
ejpam-6257	205	18	other	other	ADJ
ejpam-6257	205	19	closely	closely	ADV
ejpam-6257	205	20	for	for	ADP
ejpam-6257	205	21	nearly	nearly	ADV
ejpam-6257	205	22	all	all	PRON
ejpam-6257	205	23	students	student	NOUN
ejpam-6257	205	24	.	.	PUNCT
ejpam-6257	206	1	this	this	DET
ejpam-6257	206	2	close	close	ADJ
ejpam-6257	206	3	visual	visual	ADJ
ejpam-6257	206	4	resemblance	resemblance	NOUN
ejpam-6257	206	5	reinforces	reinforce	VERB
ejpam-6257	206	6	the	the	DET
ejpam-6257	206	7	previously	previously	ADV
ejpam-6257	206	8	stated	state	VERB
ejpam-6257	206	9	high	high	ADJ
ejpam-6257	206	10	r	r	NOUN
ejpam-6257	206	11	-	-	PUNCT
ejpam-6257	206	12	squared	square	VERB
ejpam-6257	206	13	value	value	NOUN
ejpam-6257	206	14	(	(	PUNCT
ejpam-6257	206	15	0.9519	0.9519	NUM
ejpam-6257	206	16	)	)	PUNCT
ejpam-6257	206	17	and	and	CCONJ
ejpam-6257	206	18	correlation	correlation	NOUN
ejpam-6257	206	19	coefficient	coefficient	NOUN
ejpam-6257	206	20	(	(	PUNCT
ejpam-6257	206	21	0.98	0.98	NUM
ejpam-6257	206	22	)	)	PUNCT
ejpam-6257	206	23	which	which	PRON
ejpam-6257	206	24	suggest	suggest	VERB
ejpam-6257	206	25	that	that	SCONJ
ejpam-6257	206	26	the	the	DET
ejpam-6257	206	27	fuzzy	fuzzy	ADJ
ejpam-6257	206	28	system	system	NOUN
ejpam-6257	206	29	replicates	replicate	VERB
ejpam-6257	206	30	the	the	DET
ejpam-6257	206	31	professors	professor	NOUN
ejpam-6257	206	32	grading	grade	VERB
ejpam-6257	206	33	with	with	ADP
ejpam-6257	206	34	a	a	DET
ejpam-6257	206	35	high	high	ADJ
ejpam-6257	206	36	degree	degree	NOUN
ejpam-6257	206	37	of	of	ADP
ejpam-6257	206	38	accuracy	accuracy	NOUN
ejpam-6257	206	39	.	.	PUNCT
ejpam-6257	207	1	there	there	PRON
ejpam-6257	207	2	are	be	VERB
ejpam-6257	207	3	numerous	numerous	ADJ
ejpam-6257	207	4	students	student	NOUN
ejpam-6257	207	5	(	(	PUNCT
ejpam-6257	207	6	students	student	NOUN
ejpam-6257	207	7	2	2	NUM
ejpam-6257	207	8	,	,	PUNCT
ejpam-6257	207	9	6	6	NUM
ejpam-6257	207	10	,	,	PUNCT
ejpam-6257	207	11	9	9	NUM
ejpam-6257	207	12	,	,	PUNCT
ejpam-6257	207	13	10	10	NUM
ejpam-6257	207	14	,	,	PUNCT
ejpam-6257	207	15	14	14	NUM
ejpam-6257	207	16	,	,	PUNCT
ejpam-6257	207	17	and	and	CCONJ
ejpam-6257	207	18	15	15	NUM
ejpam-6257	207	19	)	)	PUNCT
ejpam-6257	207	20	with	with	ADP
ejpam-6257	207	21	grades	grade	NOUN
ejpam-6257	207	22	that	that	PRON
ejpam-6257	207	23	are	be	AUX
ejpam-6257	207	24	almost	almost	ADV
ejpam-6257	207	25	identical	identical	ADJ
ejpam-6257	207	26	across	across	ADP
ejpam-6257	207	27	the	the	DET
ejpam-6257	207	28	fuzzy	fuzzy	ADJ
ejpam-6257	207	29	and	and	CCONJ
ejpam-6257	207	30	professor	professor	NOUN
ejpam-6257	207	31	grades	grade	NOUN
ejpam-6257	207	32	,	,	PUNCT
ejpam-6257	207	33	demonstrating	demonstrate	VERB
ejpam-6257	207	34	the	the	DET
ejpam-6257	207	35	fuzzy	fuzzy	ADJ
ejpam-6257	207	36	system	system	NOUN
ejpam-6257	207	37	’s	’s	PART
ejpam-6257	207	38	ability	ability	NOUN
ejpam-6257	207	39	to	to	PART
ejpam-6257	207	40	precisely	precisely	ADV
ejpam-6257	207	41	match	match	VERB
ejpam-6257	207	42	a	a	DET
ejpam-6257	207	43	human	human	NOUN
ejpam-6257	207	44	’s	’s	PART
ejpam-6257	207	45	judgment	judgment	NOUN
ejpam-6257	207	46	,	,	PUNCT
ejpam-6257	207	47	particularly	particularly	ADV
ejpam-6257	207	48	when	when	SCONJ
ejpam-6257	207	49	student	student	NOUN
ejpam-6257	207	50	performance	performance	NOUN
ejpam-6257	207	51	is	be	AUX
ejpam-6257	207	52	pronounced	pronounce	VERB
ejpam-6257	207	53	and	and	CCONJ
ejpam-6257	207	54	consistent	consistent	ADJ
ejpam-6257	207	55	.	.	PUNCT
ejpam-6257	208	1	a	a	DET
ejpam-6257	208	2	few	few	ADJ
ejpam-6257	208	3	students	student	NOUN
ejpam-6257	208	4	(	(	PUNCT
ejpam-6257	208	5	3	3	NUM
ejpam-6257	208	6	,	,	PUNCT
ejpam-6257	208	7	11	11	NUM
ejpam-6257	208	8	,	,	PUNCT
ejpam-6257	208	9	12	12	NUM
ejpam-6257	208	10	,	,	PUNCT
ejpam-6257	208	11	13	13	NUM
ejpam-6257	208	12	,	,	PUNCT
ejpam-6257	208	13	17	17	NUM
ejpam-6257	208	14	,	,	PUNCT
ejpam-6257	208	15	and	and	CCONJ
ejpam-6257	208	16	20	20	NUM
ejpam-6257	208	17	)	)	PUNCT
ejpam-6257	208	18	had	have	VERB
ejpam-6257	208	19	fuzzy	fuzzy	ADJ
ejpam-6257	208	20	grades	grade	NOUN
ejpam-6257	208	21	that	that	PRON
ejpam-6257	208	22	were	be	AUX
ejpam-6257	208	23	slightly	slightly	ADV
ejpam-6257	208	24	higher	high	ADJ
ejpam-6257	208	25	than	than	ADP
ejpam-6257	208	26	the	the	DET
ejpam-6257	208	27	professor	professor	NOUN
ejpam-6257	208	28	’s	’s	PART
ejpam-6257	208	29	grade	grade	NOUN
ejpam-6257	208	30	,	,	PUNCT
ejpam-6257	208	31	corresponding	correspond	VERB
ejpam-6257	208	32	to	to	ADP
ejpam-6257	208	33	the	the	DET
ejpam-6257	208	34	noted	note	VERB
ejpam-6257	208	35	small	small	ADJ
ejpam-6257	208	36	positive	positive	ADJ
ejpam-6257	208	37	bias	bias	NOUN
ejpam-6257	208	38	(	(	PUNCT
ejpam-6257	208	39	mean	mean	INTJ
ejpam-6257	208	40	bias	bias	NOUN
ejpam-6257	208	41	error	error	NOUN
ejpam-6257	208	42	=	=	SYM
ejpam-6257	208	43	0.1801	0.1801	NUM
ejpam-6257	208	44	)	)	PUNCT
ejpam-6257	208	45	.	.	PUNCT
ejpam-6257	209	1	importantly	importantly	ADV
ejpam-6257	209	2	,	,	PUNCT
ejpam-6257	209	3	these	these	DET
ejpam-6257	209	4	differences	difference	NOUN
ejpam-6257	209	5	do	do	AUX
ejpam-6257	209	6	not	not	PART
ejpam-6257	209	7	alter	alter	VERB
ejpam-6257	209	8	the	the	DET
ejpam-6257	209	9	students	student	NOUN
ejpam-6257	209	10	’	’	PART
ejpam-6257	209	11	grade	grade	NOUN
ejpam-6257	209	12	categories	category	NOUN
ejpam-6257	209	13	,	,	PUNCT
ejpam-6257	209	14	indicating	indicate	VERB
ejpam-6257	209	15	the	the	DET
ejpam-6257	209	16	system	system	NOUN
ejpam-6257	209	17	remains	remain	VERB
ejpam-6257	209	18	fair	fair	ADJ
ejpam-6257	209	19	and	and	CCONJ
ejpam-6257	209	20	within	within	ADP
ejpam-6257	209	21	reasonable	reasonable	ADJ
ejpam-6257	209	22	bounds	bound	NOUN
ejpam-6257	209	23	.	.	PUNCT
ejpam-6257	210	1	for	for	ADP
ejpam-6257	210	2	students	student	NOUN
ejpam-6257	210	3	with	with	ADP
ejpam-6257	210	4	very	very	ADV
ejpam-6257	210	5	low	low	ADJ
ejpam-6257	210	6	performance	performance	NOUN
ejpam-6257	210	7	,	,	PUNCT
ejpam-6257	210	8	such	such	ADJ
ejpam-6257	210	9	as	as	ADP
ejpam-6257	210	10	students	student	NOUN
ejpam-6257	210	11	4	4	NUM
ejpam-6257	210	12	,	,	PUNCT
ejpam-6257	210	13	5	5	NUM
ejpam-6257	210	14	,	,	PUNCT
ejpam-6257	210	15	and	and	CCONJ
ejpam-6257	210	16	14	14	NUM
ejpam-6257	210	17	,	,	PUNCT
ejpam-6257	210	18	both	both	CCONJ
ejpam-6257	210	19	the	the	DET
ejpam-6257	210	20	fuzzy	fuzzy	ADJ
ejpam-6257	210	21	system	system	NOUN
ejpam-6257	210	22	and	and	CCONJ
ejpam-6257	210	23	the	the	DET
ejpam-6257	210	24	professor	professor	NOUN
ejpam-6257	210	25	assigned	assign	VERB
ejpam-6257	210	26	low	low	ADJ
ejpam-6257	210	27	grades	grade	NOUN
ejpam-6257	210	28	,	,	PUNCT
ejpam-6257	210	29	with	with	ADP
ejpam-6257	210	30	minimal	minimal	ADJ
ejpam-6257	210	31	variation	variation	NOUN
ejpam-6257	210	32	between	between	ADP
ejpam-6257	210	33	the	the	DET
ejpam-6257	210	34	two	two	NUM
ejpam-6257	210	35	.	.	PUNCT
ejpam-6257	211	1	this	this	DET
ejpam-6257	211	2	consistency	consistency	NOUN
ejpam-6257	211	3	shows	show	VERB
ejpam-6257	211	4	that	that	SCONJ
ejpam-6257	211	5	the	the	DET
ejpam-6257	211	6	fuzzy	fuzzy	ADJ
ejpam-6257	211	7	system	system	NOUN
ejpam-6257	211	8	is	be	AUX
ejpam-6257	211	9	capable	capable	ADJ
ejpam-6257	211	10	of	of	ADP
ejpam-6257	211	11	accurately	accurately	ADV
ejpam-6257	211	12	identifying	identify	VERB
ejpam-6257	211	13	failing	fail	VERB
ejpam-6257	211	14	performances	performance	NOUN
ejpam-6257	211	15	.	.	PUNCT
ejpam-6257	212	1	overall	overall	ADV
ejpam-6257	212	2	,	,	PUNCT
ejpam-6257	212	3	the	the	DET
ejpam-6257	212	4	parallel	parallel	ADJ
ejpam-6257	212	5	movement	movement	NOUN
ejpam-6257	212	6	of	of	ADP
ejpam-6257	212	7	the	the	DET
ejpam-6257	212	8	two	two	NUM
ejpam-6257	212	9	lines	line	NOUN
ejpam-6257	212	10	throughout	throughout	ADP
ejpam-6257	212	11	the	the	DET
ejpam-6257	212	12	graph	graph	NOUN
ejpam-6257	212	13	confirms	confirm	VERB
ejpam-6257	212	14	that	that	SCONJ
ejpam-6257	212	15	the	the	DET
ejpam-6257	212	16	fuzzy	fuzzy	ADJ
ejpam-6257	212	17	grading	grade	VERB
ejpam-6257	212	18	system	system	NOUN
ejpam-6257	212	19	reliably	reliably	ADV
ejpam-6257	212	20	tracks	track	VERB
ejpam-6257	212	21	the	the	DET
ejpam-6257	212	22	professor	professor	NOUN
ejpam-6257	212	23	’s	’s	PART
ejpam-6257	212	24	grading	grading	NOUN
ejpam-6257	212	25	pattern	pattern	NOUN
ejpam-6257	212	26	across	across	ADP
ejpam-6257	212	27	the	the	DET
ejpam-6257	212	28	full	full	ADJ
ejpam-6257	212	29	performance	performance	NOUN
ejpam-6257	212	30	spectrum	spectrum	NOUN
ejpam-6257	212	31	,	,	PUNCT
ejpam-6257	212	32	from	from	ADP
ejpam-6257	212	33	failing	fail	VERB
ejpam-6257	212	34	to	to	ADP
ejpam-6257	212	35	excellent	excellent	ADJ
ejpam-6257	212	36	students	student	NOUN
ejpam-6257	212	37	.	.	PUNCT
ejpam-6257	213	1	m.	m.	NOUN
ejpam-6257	213	2	m.	m.	PROPN
ejpam-6257	213	3	alkandari	alkandari	PROPN
ejpam-6257	213	4	,	,	PUNCT
ejpam-6257	213	5	a.	a.	PROPN
ejpam-6257	213	6	h.	h.	PROPN
ejpam-6257	213	7	alajmi	alajmi	PROPN
ejpam-6257	213	8	/	/	SYM
ejpam-6257	213	9	eur	eur	PROPN
ejpam-6257	213	10	.	.	PUNCT
ejpam-6257	214	1	j.	j.	PROPN
ejpam-6257	214	2	pure	pure	PROPN
ejpam-6257	214	3	appl	appl	PROPN
ejpam-6257	214	4	.	.	PROPN
ejpam-6257	214	5	math	math	PROPN
ejpam-6257	214	6	,	,	PUNCT
ejpam-6257	214	7	18	18	NUM
ejpam-6257	214	8	(	(	PUNCT
ejpam-6257	214	9	3	3	NUM
ejpam-6257	214	10	)	)	PUNCT
ejpam-6257	214	11	(	(	PUNCT
ejpam-6257	214	12	2025	2025	NUM
ejpam-6257	214	13	)	)	PUNCT
ejpam-6257	214	14	,	,	PUNCT
ejpam-6257	214	15	6257	6257	NUM
ejpam-6257	214	16	14	14	NUM
ejpam-6257	214	17	of	of	ADP
ejpam-6257	214	18	25	25	NUM
ejpam-6257	214	19	figure	figure	NOUN
ejpam-6257	214	20	9	9	NUM
ejpam-6257	214	21	:	:	PUNCT
ejpam-6257	214	22	line	line	NOUN
ejpam-6257	214	23	chart	chart	NOUN
ejpam-6257	214	24	of	of	ADP
ejpam-6257	214	25	the	the	DET
ejpam-6257	214	26	fuzzy	fuzzy	ADJ
ejpam-6257	214	27	logic	logic	NOUN
ejpam-6257	214	28	system	system	NOUN
ejpam-6257	214	29	’s	’s	PART
ejpam-6257	214	30	predicted	predict	VERB
ejpam-6257	214	31	grades	grade	NOUN
ejpam-6257	214	32	versus	versus	ADP
ejpam-6257	214	33	the	the	DET
ejpam-6257	214	34	actual	actual	ADJ
ejpam-6257	214	35	grades	grade	NOUN
ejpam-6257	214	36	of	of	ADP
ejpam-6257	214	37	course	course	NOUN
ejpam-6257	214	38	2	2	NUM
ejpam-6257	214	39	3.3	3.3	NUM
ejpam-6257	214	40	.	.	PUNCT
ejpam-6257	215	1	analysis	analysis	NOUN
ejpam-6257	215	2	of	of	ADP
ejpam-6257	215	3	course	course	NOUN
ejpam-6257	215	4	3	3	NUM
ejpam-6257	215	5	in	in	ADP
ejpam-6257	215	6	table	table	NOUN
ejpam-6257	215	7	3	3	NUM
ejpam-6257	215	8	,	,	PUNCT
ejpam-6257	215	9	the	the	DET
ejpam-6257	215	10	performance	performance	NOUN
ejpam-6257	215	11	of	of	ADP
ejpam-6257	215	12	students	student	NOUN
ejpam-6257	215	13	7,11,14	7,11,14	NUM
ejpam-6257	215	14	,	,	PUNCT
ejpam-6257	215	15	and	and	CCONJ
ejpam-6257	215	16	20	20	NUM
ejpam-6257	215	17	is	be	AUX
ejpam-6257	215	18	excellent	excellent	ADJ
ejpam-6257	215	19	as	as	SCONJ
ejpam-6257	215	20	the	the	DET
ejpam-6257	215	21	professor	professor	NOUN
ejpam-6257	215	22	’s	’s	PART
ejpam-6257	215	23	grade	grade	NOUN
ejpam-6257	215	24	is	be	AUX
ejpam-6257	215	25	10	10	NUM
ejpam-6257	215	26	and	and	CCONJ
ejpam-6257	215	27	fuzzy	fuzzy	ADJ
ejpam-6257	215	28	grade	grade	NOUN
ejpam-6257	215	29	is	be	AUX
ejpam-6257	215	30	9.5	9.5	NUM
ejpam-6257	215	31	both	both	DET
ejpam-6257	215	32	grades	grade	NOUN
ejpam-6257	215	33	lie	lie	VERB
ejpam-6257	215	34	in	in	ADP
ejpam-6257	215	35	the	the	DET
ejpam-6257	215	36	excellent	excellent	ADJ
ejpam-6257	215	37	category	category	NOUN
ejpam-6257	215	38	.	.	PUNCT
ejpam-6257	216	1	students	student	NOUN
ejpam-6257	216	2	3,4	3,4	NUM
ejpam-6257	216	3	and	and	CCONJ
ejpam-6257	216	4	13	13	NUM
ejpam-6257	216	5	lie	lie	NOUN
ejpam-6257	216	6	in	in	ADP
ejpam-6257	216	7	the	the	DET
ejpam-6257	216	8	poor	poor	ADJ
ejpam-6257	216	9	category	category	NOUN
ejpam-6257	216	10	as	as	ADP
ejpam-6257	216	11	their	their	PRON
ejpam-6257	216	12	scores	score	NOUN
ejpam-6257	216	13	for	for	ADP
ejpam-6257	216	14	q1	q1	PROPN
ejpam-6257	216	15	to	to	ADP
ejpam-6257	216	16	q4	q4	PROPN
ejpam-6257	216	17	are	be	AUX
ejpam-6257	216	18	mostly	mostly	ADV
ejpam-6257	216	19	poor	poor	ADJ
ejpam-6257	216	20	their	their	PRON
ejpam-6257	216	21	fuzzy	fuzzy	ADJ
ejpam-6257	216	22	grades	grade	NOUN
ejpam-6257	216	23	are	be	AUX
ejpam-6257	216	24	1.5	1.5	NUM
ejpam-6257	216	25	to	to	PART
ejpam-6257	216	26	2	2	NUM
ejpam-6257	216	27	approximating	approximate	VERB
ejpam-6257	216	28	the	the	DET
ejpam-6257	216	29	professor	professor	NOUN
ejpam-6257	216	30	’s	’s	PART
ejpam-6257	216	31	grades	grade	NOUN
ejpam-6257	216	32	.	.	PUNCT
ejpam-6257	217	1	also	also	ADV
ejpam-6257	217	2	,	,	PUNCT
ejpam-6257	217	3	students	student	NOUN
ejpam-6257	217	4	15	15	NUM
ejpam-6257	217	5	and	and	CCONJ
ejpam-6257	217	6	18	18	NUM
ejpam-6257	217	7	got	get	VERB
ejpam-6257	217	8	average	average	ADJ
ejpam-6257	217	9	grades	grade	NOUN
ejpam-6257	217	10	as	as	SCONJ
ejpam-6257	217	11	their	their	PRON
ejpam-6257	217	12	professor	professor	NOUN
ejpam-6257	217	13	grades	grade	NOUN
ejpam-6257	217	14	are	be	AUX
ejpam-6257	217	15	3	3	NUM
ejpam-6257	217	16	and	and	CCONJ
ejpam-6257	217	17	fuzzy	fuzzy	ADJ
ejpam-6257	217	18	grades	grade	NOUN
ejpam-6257	217	19	are	be	AUX
ejpam-6257	217	20	3.1	3.1	NUM
ejpam-6257	217	21	both	both	PRON
ejpam-6257	217	22	lie	lie	VERB
ejpam-6257	217	23	in	in	ADP
ejpam-6257	217	24	the	the	DET
ejpam-6257	217	25	average	average	ADJ
ejpam-6257	217	26	category	category	NOUN
ejpam-6257	217	27	.	.	PUNCT
ejpam-6257	218	1	students	student	NOUN
ejpam-6257	218	2	1	1	NUM
ejpam-6257	218	3	,	,	PUNCT
ejpam-6257	218	4	2	2	NUM
ejpam-6257	218	5	,	,	PUNCT
ejpam-6257	218	6	5	5	NUM
ejpam-6257	218	7	,	,	PUNCT
ejpam-6257	218	8	8	8	NUM
ejpam-6257	218	9	,	,	PUNCT
ejpam-6257	218	10	9	9	NUM
ejpam-6257	218	11	,	,	PUNCT
ejpam-6257	218	12	10	10	NUM
ejpam-6257	218	13	,	,	PUNCT
ejpam-6257	218	14	12	12	NUM
ejpam-6257	218	15	,	,	PUNCT
ejpam-6257	218	16	16	16	NUM
ejpam-6257	218	17	,	,	PUNCT
ejpam-6257	218	18	and	and	CCONJ
ejpam-6257	218	19	16	16	NUM
ejpam-6257	218	20	to	to	PART
ejpam-6257	218	21	19	19	NUM
ejpam-6257	218	22	lie	lie	NOUN
ejpam-6257	218	23	in	in	ADP
ejpam-6257	218	24	the	the	DET
ejpam-6257	218	25	fail	fail	ADJ
ejpam-6257	218	26	category	category	NOUN
ejpam-6257	218	27	because	because	SCONJ
ejpam-6257	218	28	their	their	PRON
ejpam-6257	218	29	scores	score	NOUN
ejpam-6257	218	30	of	of	ADP
ejpam-6257	218	31	q1	q1	PROPN
ejpam-6257	218	32	to	to	ADP
ejpam-6257	218	33	q4	q4	PROPN
ejpam-6257	218	34	are	be	AUX
ejpam-6257	218	35	mostly	mostly	ADV
ejpam-6257	218	36	failing	fail	VERB
ejpam-6257	218	37	their	their	PRON
ejpam-6257	218	38	fuzzy	fuzzy	ADJ
ejpam-6257	218	39	grades	grade	NOUN
ejpam-6257	218	40	range	range	VERB
ejpam-6257	218	41	from	from	ADP
ejpam-6257	218	42	0	0	NUM
ejpam-6257	218	43	to	to	PART
ejpam-6257	218	44	0.5	0.5	NUM
ejpam-6257	218	45	approximating	approximate	VERB
ejpam-6257	218	46	the	the	DET
ejpam-6257	218	47	professor	professor	NOUN
ejpam-6257	218	48	’s	’s	PART
ejpam-6257	218	49	grades	grade	NOUN
ejpam-6257	218	50	.	.	PUNCT
ejpam-6257	219	1	in	in	ADP
ejpam-6257	219	2	figure	figure	NOUN
ejpam-6257	219	3	10	10	NUM
ejpam-6257	219	4	,	,	PUNCT
ejpam-6257	219	5	the	the	DET
ejpam-6257	219	6	triangular	triangular	NOUN
ejpam-6257	219	7	membership	membership	NOUN
ejpam-6257	219	8	function	function	NOUN
ejpam-6257	219	9	of	of	ADP
ejpam-6257	219	10	output	output	NOUN
ejpam-6257	219	11	variables	variable	NOUN
ejpam-6257	219	12	provides	provide	VERB
ejpam-6257	219	13	a	a	DET
ejpam-6257	219	14	visual	visual	ADJ
ejpam-6257	219	15	representation	representation	NOUN
ejpam-6257	219	16	of	of	ADP
ejpam-6257	219	17	how	how	SCONJ
ejpam-6257	219	18	output	output	ADJ
ejpam-6257	219	19	values	value	NOUN
ejpam-6257	219	20	are	be	AUX
ejpam-6257	219	21	translated	translate	VERB
ejpam-6257	219	22	into	into	ADP
ejpam-6257	219	23	degrees	degree	NOUN
ejpam-6257	219	24	of	of	ADP
ejpam-6257	219	25	membership	membership	NOUN
ejpam-6257	219	26	in	in	ADP
ejpam-6257	219	27	course	course	NOUN
ejpam-6257	219	28	3	3	NUM
ejpam-6257	219	29	.	.	PUNCT
ejpam-6257	219	30	m.	m.	NOUN
ejpam-6257	219	31	m.	m.	NOUN
ejpam-6257	219	32	alkandari	alkandari	PROPN
ejpam-6257	219	33	,	,	PUNCT
ejpam-6257	219	34	a.	a.	PROPN
ejpam-6257	219	35	h.	h.	PROPN
ejpam-6257	219	36	alajmi	alajmi	PROPN
ejpam-6257	219	37	/	/	SYM
ejpam-6257	219	38	eur	eur	PROPN
ejpam-6257	219	39	.	.	PUNCT
ejpam-6257	220	1	j.	j.	PROPN
ejpam-6257	220	2	pure	pure	PROPN
ejpam-6257	220	3	appl	appl	PROPN
ejpam-6257	220	4	.	.	PROPN
ejpam-6257	220	5	math	math	PROPN
ejpam-6257	220	6	,	,	PUNCT
ejpam-6257	220	7	18	18	NUM
ejpam-6257	220	8	(	(	PUNCT
ejpam-6257	220	9	3	3	NUM
ejpam-6257	220	10	)	)	PUNCT
ejpam-6257	220	11	(	(	PUNCT
ejpam-6257	220	12	2025	2025	NUM
ejpam-6257	220	13	)	)	PUNCT
ejpam-6257	220	14	,	,	PUNCT
ejpam-6257	220	15	6257	6257	NUM
ejpam-6257	220	16	15	15	NUM
ejpam-6257	220	17	of	of	ADP
ejpam-6257	220	18	25	25	NUM
ejpam-6257	220	19	table	table	NOUN
ejpam-6257	220	20	3	3	NUM
ejpam-6257	220	21	:	:	PUNCT
ejpam-6257	220	22	third	third	ADJ
ejpam-6257	220	23	set	set	NOUN
ejpam-6257	220	24	of	of	ADP
ejpam-6257	220	25	student	student	NOUN
ejpam-6257	220	26	grades	grade	NOUN
ejpam-6257	220	27	:	:	PUNCT
ejpam-6257	220	28	professor	professor	NOUN
ejpam-6257	220	29	vs.	vs.	ADP
ejpam-6257	220	30	fuzzy	fuzzy	ADJ
ejpam-6257	220	31	grading	grading	NOUN
ejpam-6257	220	32	.	.	PUNCT
ejpam-6257	221	1	student	student	NOUN
ejpam-6257	221	2	q1	q1	PROPN
ejpam-6257	221	3	q2	q2	PROPN
ejpam-6257	221	4	q3	q3	PROPN
ejpam-6257	221	5	q4	q4	PROPN
ejpam-6257	221	6	professor	professor	NOUN
ejpam-6257	221	7	grade	grade	NOUN
ejpam-6257	221	8	fuzzy	fuzzy	ADJ
ejpam-6257	221	9	grade	grade	NOUN
ejpam-6257	221	10	1	1	NUM
ejpam-6257	221	11	0.0	0.0	NUM
ejpam-6257	221	12	0.0	0.0	NUM
ejpam-6257	221	13	2.5	2.5	NUM
ejpam-6257	221	14	0.0	0.0	NUM
ejpam-6257	221	15	0.5	0.5	NUM
ejpam-6257	221	16	0.5	0.5	NUM
ejpam-6257	221	17	2	2	NUM
ejpam-6257	221	18	0.0	0.0	NUM
ejpam-6257	221	19	0.0	0.0	NUM
ejpam-6257	221	20	0.0	0.0	NUM
ejpam-6257	221	21	0.0	0.0	NUM
ejpam-6257	221	22	0.0	0.0	NUM
ejpam-6257	221	23	0.0	0.0	NUM
ejpam-6257	221	24	3	3	NUM
ejpam-6257	221	25	5.0	5.0	NUM
ejpam-6257	221	26	2.5	2.5	NUM
ejpam-6257	221	27	0.0	0.0	NUM
ejpam-6257	221	28	0.0	0.0	NUM
ejpam-6257	221	29	1.5	1.5	NUM
ejpam-6257	221	30	2.0	2.0	NUM
ejpam-6257	221	31	4	4	NUM
ejpam-6257	221	32	2.5	2.5	NUM
ejpam-6257	221	33	2.5	2.5	NUM
ejpam-6257	221	34	2.5	2.5	NUM
ejpam-6257	221	35	2.5	2.5	NUM
ejpam-6257	221	36	2.0	2.0	NUM
ejpam-6257	221	37	2.0	2.0	NUM
ejpam-6257	221	38	5	5	NUM
ejpam-6257	221	39	2.5	2.5	NUM
ejpam-6257	221	40	0.0	0.0	NUM
ejpam-6257	221	41	0.0	0.0	NUM
ejpam-6257	221	42	0.0	0.0	NUM
ejpam-6257	221	43	0.0	0.0	NUM
ejpam-6257	221	44	0.5	0.5	NUM
ejpam-6257	221	45	6	6	NUM
ejpam-6257	221	46	10.0	10.0	NUM
ejpam-6257	221	47	0.0	0.0	NUM
ejpam-6257	221	48	0.0	0.0	NUM
ejpam-6257	221	49	0.0	0.0	NUM
ejpam-6257	221	50	1.0	1.0	NUM
ejpam-6257	221	51	0.5	0.5	NUM
ejpam-6257	221	52	7	7	NUM
ejpam-6257	221	53	10.0	10.0	NUM
ejpam-6257	221	54	10.0	10.0	NUM
ejpam-6257	221	55	10.0	10.0	NUM
ejpam-6257	221	56	7.5	7.5	NUM
ejpam-6257	221	57	9.5	9.5	NUM
ejpam-6257	221	58	9.5	9.5	NUM
ejpam-6257	221	59	8	8	NUM
ejpam-6257	221	60	2.5	2.5	NUM
ejpam-6257	221	61	0.0	0.0	NUM
ejpam-6257	221	62	2.5	2.5	NUM
ejpam-6257	221	63	0.0	0.0	NUM
ejpam-6257	221	64	0.5	0.5	NUM
ejpam-6257	221	65	0.5	0.5	NUM
ejpam-6257	221	66	9	9	NUM
ejpam-6257	221	67	2.5	2.5	NUM
ejpam-6257	221	68	2.5	2.5	NUM
ejpam-6257	221	69	0.0	0.0	NUM
ejpam-6257	221	70	0.0	0.0	NUM
ejpam-6257	221	71	0.5	0.5	NUM
ejpam-6257	221	72	0.5	0.5	NUM
ejpam-6257	221	73	10	10	NUM
ejpam-6257	221	74	10.0	10.0	NUM
ejpam-6257	221	75	0.0	0.0	NUM
ejpam-6257	221	76	0.0	0.0	NUM
ejpam-6257	221	77	0.0	0.0	NUM
ejpam-6257	221	78	1.0	1.0	NUM
ejpam-6257	221	79	0.5	0.5	NUM
ejpam-6257	221	80	11	11	NUM
ejpam-6257	221	81	10.0	10.0	NUM
ejpam-6257	221	82	10.0	10.0	NUM
ejpam-6257	221	83	10.0	10.0	NUM
ejpam-6257	221	84	10.0	10.0	NUM
ejpam-6257	221	85	10.0	10.0	NUM
ejpam-6257	221	86	9.5	9.5	NUM
ejpam-6257	221	87	12	12	NUM
ejpam-6257	221	88	5.0	5.0	NUM
ejpam-6257	221	89	0.0	0.0	NUM
ejpam-6257	221	90	2.5	2.5	NUM
ejpam-6257	221	91	0.0	0.0	NUM
ejpam-6257	221	92	1.0	1.0	NUM
ejpam-6257	221	93	0.5	0.5	NUM
ejpam-6257	221	94	13	13	NUM
ejpam-6257	221	95	10.0	10.0	NUM
ejpam-6257	221	96	0.0	0.0	NUM
ejpam-6257	221	97	5.0	5.0	NUM
ejpam-6257	221	98	0.0	0.0	NUM
ejpam-6257	221	99	1.5	1.5	NUM
ejpam-6257	221	100	2.0	2.0	NUM
ejpam-6257	221	101	14	14	NUM
ejpam-6257	221	102	10.0	10.0	NUM
ejpam-6257	221	103	10.0	10.0	NUM
ejpam-6257	221	104	10.0	10.0	NUM
ejpam-6257	221	105	10.0	10.0	NUM
ejpam-6257	221	106	10.0	10.0	NUM
ejpam-6257	221	107	9.5	9.5	NUM
ejpam-6257	221	108	15	15	NUM
ejpam-6257	221	109	10.0	10.0	NUM
ejpam-6257	221	110	5.0	5.0	NUM
ejpam-6257	221	111	10.0	10.0	NUM
ejpam-6257	221	112	0.0	0.0	NUM
ejpam-6257	221	113	3.0	3.0	NUM
ejpam-6257	221	114	3.1	3.1	NUM
ejpam-6257	221	115	16	16	NUM
ejpam-6257	221	116	5.0	5.0	NUM
ejpam-6257	221	117	0.0	0.0	NUM
ejpam-6257	221	118	0.0	0.0	NUM
ejpam-6257	221	119	0.0	0.0	NUM
ejpam-6257	221	120	1.0	1.0	NUM
ejpam-6257	221	121	0.5	0.5	NUM
ejpam-6257	221	122	17	17	NUM
ejpam-6257	221	123	2.5	2.5	NUM
ejpam-6257	221	124	0.0	0.0	NUM
ejpam-6257	221	125	0.0	0.0	NUM
ejpam-6257	221	126	0.0	0.0	NUM
ejpam-6257	221	127	0.5	0.5	NUM
ejpam-6257	221	128	0.5	0.5	NUM
ejpam-6257	221	129	18	18	NUM
ejpam-6257	221	130	10.0	10.0	NUM
ejpam-6257	221	131	2.5	2.5	NUM
ejpam-6257	221	132	2.5	2.5	NUM
ejpam-6257	221	133	2.5	2.5	NUM
ejpam-6257	221	134	3.0	3.0	NUM
ejpam-6257	221	135	3.1	3.1	NUM
ejpam-6257	221	136	19	19	NUM
ejpam-6257	221	137	2.5	2.5	NUM
ejpam-6257	221	138	2.5	2.5	NUM
ejpam-6257	221	139	0.0	0.0	NUM
ejpam-6257	221	140	0.0	0.0	NUM
ejpam-6257	221	141	0.5	0.5	NUM
ejpam-6257	221	142	0.5	0.5	NUM
ejpam-6257	221	143	20	20	NUM
ejpam-6257	221	144	10.0	10.0	NUM
ejpam-6257	221	145	10.0	10.0	NUM
ejpam-6257	221	146	10.0	10.0	NUM
ejpam-6257	221	147	5.0	5.0	NUM
ejpam-6257	221	148	9.0	9.0	NUM
ejpam-6257	221	149	9.5	9.5	NUM
ejpam-6257	221	150	the	the	DET
ejpam-6257	221	151	evaluation	evaluation	NOUN
ejpam-6257	221	152	metrics	metric	NOUN
ejpam-6257	221	153	for	for	ADP
ejpam-6257	221	154	course	course	NOUN
ejpam-6257	221	155	3	3	NUM
ejpam-6257	221	156	(	(	PUNCT
ejpam-6257	221	157	linear	linear	ADJ
ejpam-6257	221	158	algebra	algebra	NOUN
ejpam-6257	221	159	111	111	NUM
ejpam-6257	221	160	)	)	PUNCT
ejpam-6257	221	161	indicate	indicate	VERB
ejpam-6257	221	162	a	a	DET
ejpam-6257	221	163	highly	highly	ADV
ejpam-6257	221	164	accurate	accurate	ADJ
ejpam-6257	221	165	performance	performance	NOUN
ejpam-6257	221	166	of	of	ADP
ejpam-6257	221	167	the	the	DET
ejpam-6257	221	168	fuzzy	fuzzy	ADJ
ejpam-6257	221	169	logic	logic	NOUN
ejpam-6257	221	170	grading	grade	VERB
ejpam-6257	221	171	system	system	NOUN
ejpam-6257	221	172	.	.	PUNCT
ejpam-6257	222	1	the	the	DET
ejpam-6257	222	2	r	r	NOUN
ejpam-6257	222	3	-	-	PUNCT
ejpam-6257	222	4	squared	square	VERB
ejpam-6257	222	5	value	value	NOUN
ejpam-6257	222	6	of	of	ADP
ejpam-6257	222	7	0.9887	0.9887	NUM
ejpam-6257	222	8	demonstrates	demonstrate	VERB
ejpam-6257	222	9	an	an	DET
ejpam-6257	222	10	exceptionally	exceptionally	ADV
ejpam-6257	222	11	strong	strong	ADJ
ejpam-6257	222	12	correlation	correlation	NOUN
ejpam-6257	222	13	between	between	ADP
ejpam-6257	222	14	the	the	DET
ejpam-6257	222	15	professor	professor	NOUN
ejpam-6257	222	16	’s	’s	PART
ejpam-6257	222	17	grades	grade	NOUN
ejpam-6257	222	18	and	and	CCONJ
ejpam-6257	222	19	the	the	DET
ejpam-6257	222	20	fuzzy	fuzzy	ADJ
ejpam-6257	222	21	system	system	NOUN
ejpam-6257	222	22	’s	’s	PART
ejpam-6257	222	23	grades	grade	NOUN
ejpam-6257	222	24	,	,	PUNCT
ejpam-6257	222	25	meaning	mean	VERB
ejpam-6257	222	26	the	the	DET
ejpam-6257	222	27	system	system	NOUN
ejpam-6257	222	28	explains	explain	VERB
ejpam-6257	222	29	nearly	nearly	ADV
ejpam-6257	222	30	99	99	NUM
ejpam-6257	222	31	percent	percent	NOUN
ejpam-6257	222	32	of	of	ADP
ejpam-6257	222	33	the	the	DET
ejpam-6257	222	34	variance	variance	NOUN
ejpam-6257	222	35	in	in	ADP
ejpam-6257	222	36	the	the	DET
ejpam-6257	222	37	professor	professor	NOUN
ejpam-6257	222	38	’s	’s	PART
ejpam-6257	222	39	grading	grade	VERB
ejpam-6257	222	40	.	.	PUNCT
ejpam-6257	223	1	this	this	PRON
ejpam-6257	223	2	is	be	AUX
ejpam-6257	223	3	further	far	ADV
ejpam-6257	223	4	supported	support	VERB
ejpam-6257	223	5	by	by	ADP
ejpam-6257	223	6	the	the	DET
ejpam-6257	223	7	mean	mean	ADJ
ejpam-6257	223	8	absolute	absolute	ADJ
ejpam-6257	223	9	error	error	NOUN
ejpam-6257	223	10	(	(	PUNCT
ejpam-6257	223	11	mae	mae	PROPN
ejpam-6257	223	12	)	)	PUNCT
ejpam-6257	223	13	of	of	ADP
ejpam-6257	223	14	0.2883	0.2883	NUM
ejpam-6257	223	15	and	and	CCONJ
ejpam-6257	223	16	the	the	DET
ejpam-6257	223	17	root	root	NOUN
ejpam-6257	223	18	mean	mean	VERB
ejpam-6257	223	19	square	square	ADJ
ejpam-6257	223	20	error	error	NOUN
ejpam-6257	223	21	(	(	PUNCT
ejpam-6257	223	22	rmse	rmse	NOUN
ejpam-6257	223	23	)	)	PUNCT
ejpam-6257	223	24	of	of	ADP
ejpam-6257	223	25	0.3732	0.3732	NUM
ejpam-6257	223	26	,	,	PUNCT
ejpam-6257	223	27	both	both	PRON
ejpam-6257	223	28	of	of	ADP
ejpam-6257	223	29	which	which	PRON
ejpam-6257	223	30	indicate	indicate	VERB
ejpam-6257	223	31	that	that	SCONJ
ejpam-6257	223	32	the	the	DET
ejpam-6257	223	33	average	average	ADJ
ejpam-6257	223	34	deviation	deviation	NOUN
ejpam-6257	223	35	between	between	ADP
ejpam-6257	223	36	the	the	DET
ejpam-6257	223	37	fuzzy	fuzzy	ADJ
ejpam-6257	223	38	and	and	CCONJ
ejpam-6257	223	39	professor	professor	NOUN
ejpam-6257	223	40	grades	grade	NOUN
ejpam-6257	223	41	is	be	AUX
ejpam-6257	223	42	minimal	minimal	ADJ
ejpam-6257	223	43	.	.	PUNCT
ejpam-6257	224	1	the	the	DET
ejpam-6257	224	2	mean	mean	ADJ
ejpam-6257	224	3	bias	bias	NOUN
ejpam-6257	224	4	error	error	NOUN
ejpam-6257	224	5	(	(	PUNCT
ejpam-6257	224	6	mbe	mbe	PROPN
ejpam-6257	224	7	)	)	PUNCT
ejpam-6257	224	8	of	of	ADP
ejpam-6257	224	9	-0.0117	-0.0117	PROPN
ejpam-6257	224	10	suggests	suggest	VERB
ejpam-6257	224	11	that	that	SCONJ
ejpam-6257	224	12	the	the	DET
ejpam-6257	224	13	fuzzy	fuzzy	ADJ
ejpam-6257	224	14	system	system	NOUN
ejpam-6257	224	15	is	be	AUX
ejpam-6257	224	16	practically	practically	ADV
ejpam-6257	224	17	unbiased	unbiased	ADJ
ejpam-6257	224	18	,	,	PUNCT
ejpam-6257	224	19	slightly	slightly	ADV
ejpam-6257	224	20	underestimating	underestimate	VERB
ejpam-6257	224	21	the	the	DET
ejpam-6257	224	22	professor	professor	NOUN
ejpam-6257	224	23	’s	’s	PART
ejpam-6257	224	24	grades	grade	NOUN
ejpam-6257	224	25	by	by	ADP
ejpam-6257	224	26	a	a	DET
ejpam-6257	224	27	negligible	negligible	ADJ
ejpam-6257	224	28	margin	margin	NOUN
ejpam-6257	224	29	.	.	PUNCT
ejpam-6257	225	1	figure	figure	VERB
ejpam-6257	225	2	11	11	NUM
ejpam-6257	225	3	correlation	correlation	NOUN
ejpam-6257	225	4	heatmap	heatmap	NOUN
ejpam-6257	225	5	confirms	confirm	VERB
ejpam-6257	225	6	the	the	DET
ejpam-6257	225	7	strength	strength	NOUN
ejpam-6257	225	8	of	of	ADP
ejpam-6257	225	9	this	this	DET
ejpam-6257	225	10	model	model	NOUN
ejpam-6257	225	11	,	,	PUNCT
ejpam-6257	225	12	showing	show	VERB
ejpam-6257	225	13	a	a	DET
ejpam-6257	225	14	nearly	nearly	ADV
ejpam-6257	225	15	perfect	perfect	ADJ
ejpam-6257	225	16	correlation	correlation	NOUN
ejpam-6257	225	17	coefficient	coefficient	NOUN
ejpam-6257	225	18	(	(	PUNCT
ejpam-6257	225	19	0.99	0.99	NUM
ejpam-6257	225	20	)	)	PUNCT
ejpam-6257	225	21	between	between	ADP
ejpam-6257	225	22	professor	professor	NOUN
ejpam-6257	225	23	and	and	CCONJ
ejpam-6257	225	24	fuzzy	fuzzy	ADJ
ejpam-6257	225	25	grades	grade	NOUN
ejpam-6257	225	26	.	.	PUNCT
ejpam-6257	226	1	collectively	collectively	ADV
ejpam-6257	226	2	,	,	PUNCT
ejpam-6257	226	3	these	these	DET
ejpam-6257	226	4	results	result	NOUN
ejpam-6257	226	5	validate	validate	VERB
ejpam-6257	226	6	the	the	DET
ejpam-6257	226	7	fuzzy	fuzzy	ADJ
ejpam-6257	226	8	system	system	NOUN
ejpam-6257	226	9	’s	’s	PART
ejpam-6257	226	10	capability	capability	NOUN
ejpam-6257	226	11	to	to	PART
ejpam-6257	226	12	accurately	accurately	ADV
ejpam-6257	226	13	replicate	replicate	VERB
ejpam-6257	226	14	the	the	DET
ejpam-6257	226	15	human	human	ADJ
ejpam-6257	226	16	grading	grade	VERB
ejpam-6257	226	17	process	process	NOUN
ejpam-6257	226	18	in	in	ADP
ejpam-6257	226	19	course	course	NOUN
ejpam-6257	226	20	3	3	NUM
ejpam-6257	226	21	,	,	PUNCT
ejpam-6257	226	22	supporting	support	VERB
ejpam-6257	226	23	its	its	PRON
ejpam-6257	226	24	utility	utility	NOUN
ejpam-6257	226	25	as	as	ADP
ejpam-6257	226	26	a	a	DET
ejpam-6257	226	27	reliable	reliable	ADJ
ejpam-6257	226	28	automated	automate	VERB
ejpam-6257	226	29	grading	grade	VERB
ejpam-6257	226	30	assistant	assistant	NOUN
ejpam-6257	226	31	.	.	PUNCT
ejpam-6257	227	1	figure	figure	NOUN
ejpam-6257	227	2	12	12	NUM
ejpam-6257	227	3	presents	present	NOUN
ejpam-6257	227	4	a	a	DET
ejpam-6257	227	5	visual	visual	ADJ
ejpam-6257	227	6	comparison	comparison	NOUN
ejpam-6257	227	7	between	between	ADP
ejpam-6257	227	8	the	the	DET
ejpam-6257	227	9	grades	grade	NOUN
ejpam-6257	227	10	assigned	assign	VERB
ejpam-6257	227	11	by	by	ADP
ejpam-6257	227	12	the	the	DET
ejpam-6257	227	13	professor	professor	NOUN
ejpam-6257	227	14	and	and	CCONJ
ejpam-6257	227	15	those	those	PRON
ejpam-6257	227	16	estimated	estimate	VERB
ejpam-6257	227	17	by	by	ADP
ejpam-6257	227	18	the	the	DET
ejpam-6257	227	19	fuzzy	fuzzy	ADJ
ejpam-6257	227	20	logic	logic	NOUN
ejpam-6257	227	21	system	system	NOUN
ejpam-6257	227	22	for	for	ADP
ejpam-6257	227	23	20	20	NUM
ejpam-6257	227	24	students	student	NOUN
ejpam-6257	227	25	in	in	ADP
ejpam-6257	227	26	course	course	NOUN
ejpam-6257	227	27	3	3	NUM
ejpam-6257	227	28	(	(	PUNCT
ejpam-6257	227	29	linear	linear	ADJ
ejpam-6257	227	30	algebra	algebra	NOUN
ejpam-6257	227	31	111	111	NUM
ejpam-6257	227	32	)	)	PUNCT
ejpam-6257	227	33	.	.	PUNCT
ejpam-6257	228	1	the	the	DET
ejpam-6257	228	2	fuzzy	fuzzy	ADJ
ejpam-6257	228	3	grades	grade	NOUN
ejpam-6257	228	4	closely	closely	ADV
ejpam-6257	228	5	track	track	VERB
ejpam-6257	228	6	the	the	DET
ejpam-6257	228	7	professor	professor	NOUN
ejpam-6257	228	8	’s	’s	PART
ejpam-6257	228	9	grades	grade	NOUN
ejpam-6257	228	10	across	across	ADP
ejpam-6257	228	11	all	all	DET
ejpam-6257	228	12	students	student	NOUN
ejpam-6257	228	13	,	,	PUNCT
ejpam-6257	228	14	with	with	ADP
ejpam-6257	228	15	both	both	DET
ejpam-6257	228	16	lines	line	NOUN
ejpam-6257	228	17	generally	generally	ADV
ejpam-6257	228	18	overlapping	overlap	VERB
ejpam-6257	228	19	or	or	CCONJ
ejpam-6257	228	20	running	run	VERB
ejpam-6257	228	21	in	in	ADP
ejpam-6257	228	22	parallel	parallel	NOUN
ejpam-6257	228	23	.	.	PUNCT
ejpam-6257	229	1	this	this	DET
ejpam-6257	229	2	strong	strong	ADJ
ejpam-6257	229	3	alignment	alignment	NOUN
ejpam-6257	229	4	visually	visually	ADV
ejpam-6257	229	5	supports	support	VERB
ejpam-6257	229	6	the	the	DET
ejpam-6257	229	7	high	high	ADJ
ejpam-6257	229	8	r	r	NOUN
ejpam-6257	229	9	-	-	PUNCT
ejpam-6257	229	10	squared	square	VERB
ejpam-6257	229	11	value	value	NOUN
ejpam-6257	229	12	(	(	PUNCT
ejpam-6257	229	13	0.9887	0.9887	NUM
ejpam-6257	229	14	)	)	PUNCT
ejpam-6257	229	15	reported	report	VERB
ejpam-6257	229	16	earlier	early	ADV
ejpam-6257	229	17	,	,	PUNCT
ejpam-6257	229	18	indicating	indicate	VERB
ejpam-6257	229	19	a	a	DET
ejpam-6257	229	20	strong	strong	ADJ
ejpam-6257	229	21	correlation	correlation	NOUN
ejpam-6257	229	22	between	between	ADP
ejpam-6257	229	23	the	the	DET
ejpam-6257	229	24	two	two	NUM
ejpam-6257	229	25	grading	grade	VERB
ejpam-6257	229	26	methods	method	NOUN
ejpam-6257	229	27	.	.	PUNCT
ejpam-6257	230	1	m.	m.	NOUN
ejpam-6257	230	2	m.	m.	PROPN
ejpam-6257	230	3	alkandari	alkandari	PROPN
ejpam-6257	230	4	,	,	PUNCT
ejpam-6257	230	5	a.	a.	PROPN
ejpam-6257	230	6	h.	h.	PROPN
ejpam-6257	230	7	alajmi	alajmi	PROPN
ejpam-6257	230	8	/	/	SYM
ejpam-6257	230	9	eur	eur	PROPN
ejpam-6257	230	10	.	.	PUNCT
ejpam-6257	231	1	j.	j.	PROPN
ejpam-6257	231	2	pure	pure	PROPN
ejpam-6257	231	3	appl	appl	PROPN
ejpam-6257	231	4	.	.	PROPN
ejpam-6257	231	5	math	math	PROPN
ejpam-6257	231	6	,	,	PUNCT
ejpam-6257	231	7	18	18	NUM
ejpam-6257	231	8	(	(	PUNCT
ejpam-6257	231	9	3	3	NUM
ejpam-6257	231	10	)	)	PUNCT
ejpam-6257	231	11	(	(	PUNCT
ejpam-6257	231	12	2025	2025	NUM
ejpam-6257	231	13	)	)	PUNCT
ejpam-6257	231	14	,	,	PUNCT
ejpam-6257	231	15	6257	6257	NUM
ejpam-6257	231	16	16	16	NUM
ejpam-6257	231	17	of	of	ADP
ejpam-6257	231	18	25	25	NUM
ejpam-6257	231	19	figure	figure	NOUN
ejpam-6257	231	20	10	10	NUM
ejpam-6257	231	21	:	:	PUNCT
ejpam-6257	231	22	course	course	NOUN
ejpam-6257	231	23	3	3	NUM
ejpam-6257	231	24	triangular	triangular	NOUN
ejpam-6257	231	25	membership	membership	NOUN
ejpam-6257	231	26	function	function	NOUN
ejpam-6257	231	27	of	of	ADP
ejpam-6257	231	28	output	output	NOUN
ejpam-6257	231	29	variables	variable	NOUN
ejpam-6257	231	30	figure	figure	VERB
ejpam-6257	231	31	11	11	NUM
ejpam-6257	231	32	:	:	PUNCT
ejpam-6257	231	33	correlation	correlation	NOUN
ejpam-6257	231	34	heat	heat	NOUN
ejpam-6257	231	35	map	map	NOUN
ejpam-6257	231	36	of	of	ADP
ejpam-6257	231	37	professor	professor	NOUN
ejpam-6257	231	38	and	and	CCONJ
ejpam-6257	231	39	fuzzy	fuzzy	ADJ
ejpam-6257	231	40	system	system	NOUN
ejpam-6257	231	41	grades	grade	NOUN
ejpam-6257	231	42	for	for	ADP
ejpam-6257	231	43	students	student	NOUN
ejpam-6257	231	44	with	with	ADP
ejpam-6257	231	45	high	high	ADJ
ejpam-6257	231	46	performance	performance	NOUN
ejpam-6257	231	47	—	—	PUNCT
ejpam-6257	231	48	particularly	particularly	ADV
ejpam-6257	231	49	students	student	NOUN
ejpam-6257	231	50	6	6	NUM
ejpam-6257	231	51	,	,	PUNCT
ejpam-6257	231	52	10	10	NUM
ejpam-6257	231	53	,	,	PUNCT
ejpam-6257	231	54	11	11	NUM
ejpam-6257	231	55	,	,	PUNCT
ejpam-6257	231	56	14	14	NUM
ejpam-6257	231	57	,	,	PUNCT
ejpam-6257	231	58	and	and	CCONJ
ejpam-6257	231	59	20	20	NUM
ejpam-6257	231	60	—	—	PUNCT
ejpam-6257	231	61	the	the	DET
ejpam-6257	231	62	fuzzy	fuzzy	ADJ
ejpam-6257	231	63	system	system	NOUN
ejpam-6257	231	64	’s	’s	PART
ejpam-6257	231	65	grades	grade	NOUN
ejpam-6257	231	66	almost	almost	ADV
ejpam-6257	231	67	perfectly	perfectly	ADV
ejpam-6257	231	68	match	match	VERB
ejpam-6257	231	69	the	the	DET
ejpam-6257	231	70	professor	professor	NOUN
ejpam-6257	231	71	’s	’s	PART
ejpam-6257	231	72	evaluations	evaluation	NOUN
ejpam-6257	231	73	,	,	PUNCT
ejpam-6257	231	74	demonstrating	demonstrate	VERB
ejpam-6257	231	75	the	the	DET
ejpam-6257	231	76	model	model	NOUN
ejpam-6257	231	77	’s	’s	PART
ejpam-6257	231	78	ability	ability	NOUN
ejpam-6257	231	79	to	to	PART
ejpam-6257	231	80	reproduce	reproduce	VERB
ejpam-6257	231	81	accurate	accurate	ADJ
ejpam-6257	231	82	grading	grading	NOUN
ejpam-6257	231	83	for	for	ADP
ejpam-6257	231	84	excellent	excellent	ADJ
ejpam-6257	231	85	submissions	submission	NOUN
ejpam-6257	231	86	.	.	PUNCT
ejpam-6257	232	1	similarly	similarly	ADV
ejpam-6257	232	2	,	,	PUNCT
ejpam-6257	232	3	students	student	NOUN
ejpam-6257	232	4	who	who	PRON
ejpam-6257	232	5	scored	score	VERB
ejpam-6257	232	6	poorly	poorly	ADV
ejpam-6257	232	7	(	(	PUNCT
ejpam-6257	232	8	e.g.	e.g.	ADV
ejpam-6257	232	9	,	,	PUNCT
ejpam-6257	232	10	students	student	NOUN
ejpam-6257	232	11	1–5	1–5	NUM
ejpam-6257	232	12	,	,	PUNCT
ejpam-6257	232	13	8–9	8–9	PROPN
ejpam-6257	232	14	,	,	PUNCT
ejpam-6257	232	15	12	12	NUM
ejpam-6257	232	16	,	,	PUNCT
ejpam-6257	232	17	and	and	CCONJ
ejpam-6257	232	18	16–17	16–17	NUM
ejpam-6257	232	19	)	)	PUNCT
ejpam-6257	232	20	show	show	VERB
ejpam-6257	232	21	minimal	minimal	ADJ
ejpam-6257	232	22	discrepancies	discrepancy	NOUN
ejpam-6257	232	23	,	,	PUNCT
ejpam-6257	232	24	with	with	ADP
ejpam-6257	232	25	both	both	DET
ejpam-6257	232	26	systems	system	NOUN
ejpam-6257	232	27	consistently	consistently	ADV
ejpam-6257	232	28	assigning	assign	VERB
ejpam-6257	232	29	low	low	ADJ
ejpam-6257	232	30	grades	grade	NOUN
ejpam-6257	232	31	near	near	ADP
ejpam-6257	232	32	0	0	NUM
ejpam-6257	232	33	or	or	CCONJ
ejpam-6257	232	34	0.5	0.5	NUM
ejpam-6257	232	35	.	.	PUNCT
ejpam-6257	233	1	this	this	PRON
ejpam-6257	233	2	confirms	confirm	VERB
ejpam-6257	233	3	the	the	DET
ejpam-6257	233	4	system	system	NOUN
ejpam-6257	233	5	’s	’s	PART
ejpam-6257	233	6	reliability	reliability	NOUN
ejpam-6257	233	7	in	in	ADP
ejpam-6257	233	8	assessing	assess	VERB
ejpam-6257	233	9	both	both	DET
ejpam-6257	233	10	ends	end	NOUN
ejpam-6257	233	11	of	of	ADP
ejpam-6257	233	12	the	the	DET
ejpam-6257	233	13	performance	performance	NOUN
ejpam-6257	233	14	spectrum	spectrum	NOUN
ejpam-6257	233	15	.	.	PUNCT
ejpam-6257	234	1	there	there	PRON
ejpam-6257	234	2	are	be	VERB
ejpam-6257	234	3	minor	minor	ADJ
ejpam-6257	234	4	deviations	deviation	NOUN
ejpam-6257	234	5	for	for	ADP
ejpam-6257	234	6	students	student	NOUN
ejpam-6257	234	7	such	such	ADJ
ejpam-6257	234	8	as	as	ADP
ejpam-6257	234	9	7	7	NUM
ejpam-6257	234	10	,	,	PUNCT
ejpam-6257	234	11	13	13	NUM
ejpam-6257	234	12	,	,	PUNCT
ejpam-6257	234	13	15	15	NUM
ejpam-6257	234	14	,	,	PUNCT
ejpam-6257	234	15	and	and	CCONJ
ejpam-6257	234	16	18	18	NUM
ejpam-6257	234	17	,	,	PUNCT
ejpam-6257	234	18	where	where	SCONJ
ejpam-6257	234	19	the	the	DET
ejpam-6257	234	20	fuzzy	fuzzy	ADJ
ejpam-6257	234	21	system	system	NOUN
ejpam-6257	234	22	slightly	slightly	ADV
ejpam-6257	234	23	overestimates	overestimate	VERB
ejpam-6257	234	24	or	or	CCONJ
ejpam-6257	234	25	underestimates	underestimate	VERB
ejpam-6257	234	26	the	the	DET
ejpam-6257	234	27	professor	professor	NOUN
ejpam-6257	234	28	’s	’s	PART
ejpam-6257	234	29	score	score	NOUN
ejpam-6257	234	30	by	by	ADP
ejpam-6257	234	31	approximately	approximately	ADV
ejpam-6257	234	32	0.5	0.5	NUM
ejpam-6257	234	33	to	to	PART
ejpam-6257	234	34	1	1	NUM
ejpam-6257	234	35	point	point	NOUN
ejpam-6257	234	36	.	.	PUNCT
ejpam-6257	235	1	however	however	ADV
ejpam-6257	235	2	,	,	PUNCT
ejpam-6257	235	3	these	these	DET
ejpam-6257	235	4	differences	difference	NOUN
ejpam-6257	235	5	remain	remain	VERB
ejpam-6257	235	6	within	within	ADP
ejpam-6257	235	7	acceptable	acceptable	ADJ
ejpam-6257	235	8	limits	limit	NOUN
ejpam-6257	235	9	and	and	CCONJ
ejpam-6257	235	10	do	do	AUX
ejpam-6257	235	11	not	not	PART
ejpam-6257	235	12	significantly	significantly	ADV
ejpam-6257	235	13	alter	alter	VERB
ejpam-6257	235	14	the	the	DET
ejpam-6257	235	15	overall	overall	ADJ
ejpam-6257	235	16	grading	grading	NOUN
ejpam-6257	235	17	pattern	pattern	NOUN
ejpam-6257	235	18	.	.	PUNCT
ejpam-6257	236	1	the	the	DET
ejpam-6257	236	2	overall	overall	ADJ
ejpam-6257	236	3	behavior	behavior	NOUN
ejpam-6257	236	4	of	of	ADP
ejpam-6257	236	5	the	the	DET
ejpam-6257	236	6	two	two	NUM
ejpam-6257	236	7	lines	line	NOUN
ejpam-6257	236	8	—	—	PUNCT
ejpam-6257	236	9	rising	rise	VERB
ejpam-6257	236	10	and	and	CCONJ
ejpam-6257	236	11	falling	fall	VERB
ejpam-6257	236	12	together	together	ADV
ejpam-6257	236	13	across	across	ADP
ejpam-6257	236	14	the	the	DET
ejpam-6257	236	15	student	student	NOUN
ejpam-6257	236	16	indices	index	NOUN
ejpam-6257	236	17	—	—	PUNCT
ejpam-6257	236	18	further	far	ADV
ejpam-6257	236	19	validates	validate	VERB
ejpam-6257	236	20	that	that	SCONJ
ejpam-6257	236	21	the	the	DET
ejpam-6257	236	22	fuzzy	fuzzy	ADJ
ejpam-6257	236	23	logic	logic	NOUN
ejpam-6257	236	24	model	model	NOUN
ejpam-6257	236	25	successfully	successfully	ADV
ejpam-6257	236	26	captures	capture	VERB
ejpam-6257	236	27	the	the	DET
ejpam-6257	236	28	grading	grade	VERB
ejpam-6257	236	29	trend	trend	NOUN
ejpam-6257	236	30	used	use	VERB
ejpam-6257	236	31	by	by	ADP
ejpam-6257	236	32	the	the	DET
ejpam-6257	236	33	professor	professor	NOUN
ejpam-6257	236	34	,	,	PUNCT
ejpam-6257	236	35	making	make	VERB
ejpam-6257	236	36	it	it	PRON
ejpam-6257	236	37	a	a	DET
ejpam-6257	236	38	promising	promising	ADJ
ejpam-6257	236	39	tool	tool	NOUN
ejpam-6257	236	40	for	for	ADP
ejpam-6257	236	41	automated	automate	VERB
ejpam-6257	236	42	and	and	CCONJ
ejpam-6257	236	43	consistent	consistent	ADJ
ejpam-6257	236	44	assessment	assessment	NOUN
ejpam-6257	236	45	.	.	PUNCT
ejpam-6257	237	1	m.	m.	NOUN
ejpam-6257	237	2	m.	m.	PROPN
ejpam-6257	237	3	alkandari	alkandari	PROPN
ejpam-6257	237	4	,	,	PUNCT
ejpam-6257	237	5	a.	a.	PROPN
ejpam-6257	237	6	h.	h.	PROPN
ejpam-6257	237	7	alajmi	alajmi	PROPN
ejpam-6257	237	8	/	/	SYM
ejpam-6257	237	9	eur	eur	PROPN
ejpam-6257	237	10	.	.	PUNCT
ejpam-6257	238	1	j.	j.	PROPN
ejpam-6257	238	2	pure	pure	PROPN
ejpam-6257	238	3	appl	appl	PROPN
ejpam-6257	238	4	.	.	PROPN
ejpam-6257	238	5	math	math	PROPN
ejpam-6257	238	6	,	,	PUNCT
ejpam-6257	238	7	18	18	NUM
ejpam-6257	238	8	(	(	PUNCT
ejpam-6257	238	9	3	3	NUM
ejpam-6257	238	10	)	)	PUNCT
ejpam-6257	238	11	(	(	PUNCT
ejpam-6257	238	12	2025	2025	NUM
ejpam-6257	238	13	)	)	PUNCT
ejpam-6257	238	14	,	,	PUNCT
ejpam-6257	238	15	6257	6257	NUM
ejpam-6257	238	16	17	17	NUM
ejpam-6257	238	17	of	of	ADP
ejpam-6257	238	18	25	25	NUM
ejpam-6257	238	19	figure	figure	NOUN
ejpam-6257	238	20	12	12	NUM
ejpam-6257	238	21	:	:	PUNCT
ejpam-6257	238	22	line	line	NOUN
ejpam-6257	238	23	chart	chart	NOUN
ejpam-6257	238	24	of	of	ADP
ejpam-6257	238	25	the	the	DET
ejpam-6257	238	26	fuzzy	fuzzy	ADJ
ejpam-6257	238	27	logic	logic	NOUN
ejpam-6257	238	28	system	system	NOUN
ejpam-6257	238	29	’s	’s	PART
ejpam-6257	238	30	predicted	predict	VERB
ejpam-6257	238	31	grades	grade	NOUN
ejpam-6257	238	32	versus	versus	ADP
ejpam-6257	238	33	the	the	DET
ejpam-6257	238	34	actual	actual	ADJ
ejpam-6257	238	35	grades	grade	NOUN
ejpam-6257	238	36	of	of	ADP
ejpam-6257	238	37	course	course	NOUN
ejpam-6257	238	38	3	3	NUM
ejpam-6257	238	39	4	4	NUM
ejpam-6257	238	40	.	.	PUNCT
ejpam-6257	238	41	discussion	discussion	NOUN
ejpam-6257	238	42	the	the	DET
ejpam-6257	238	43	key	key	ADJ
ejpam-6257	238	44	findings	finding	NOUN
ejpam-6257	238	45	of	of	ADP
ejpam-6257	238	46	this	this	DET
ejpam-6257	238	47	study	study	NOUN
ejpam-6257	238	48	demonstrate	demonstrate	VERB
ejpam-6257	238	49	that	that	SCONJ
ejpam-6257	238	50	the	the	DET
ejpam-6257	238	51	fuzzy	fuzzy	ADJ
ejpam-6257	238	52	logic	logic	NOUN
ejpam-6257	238	53	-	-	PUNCT
ejpam-6257	238	54	based	base	VERB
ejpam-6257	238	55	grade	grade	NOUN
ejpam-6257	238	56	evaluation	evaluation	NOUN
ejpam-6257	238	57	system	system	NOUN
ejpam-6257	238	58	aligns	align	VERB
ejpam-6257	238	59	closely	closely	ADV
ejpam-6257	238	60	with	with	ADP
ejpam-6257	238	61	professor	professor	NOUN
ejpam-6257	238	62	-	-	PUNCT
ejpam-6257	238	63	assigned	assign	VERB
ejpam-6257	238	64	grades	grade	NOUN
ejpam-6257	238	65	across	across	ADP
ejpam-6257	238	66	all	all	DET
ejpam-6257	238	67	three	three	NUM
ejpam-6257	238	68	courses	course	NOUN
ejpam-6257	238	69	:	:	PUNCT
ejpam-6257	238	70	introduction	introduction	NOUN
ejpam-6257	238	71	to	to	ADP
ejpam-6257	238	72	abstract	abstract	ADJ
ejpam-6257	238	73	algebra	algebra	NOUN
ejpam-6257	238	74	(	(	PUNCT
ejpam-6257	238	75	course	course	NOUN
ejpam-6257	238	76	261	261	NUM
ejpam-6257	238	77	)	)	PUNCT
ejpam-6257	238	78	,	,	PUNCT
ejpam-6257	238	79	introduction	introduction	NOUN
ejpam-6257	238	80	to	to	ADP
ejpam-6257	238	81	foundations	foundation	NOUN
ejpam-6257	238	82	of	of	ADP
ejpam-6257	238	83	mathematics	mathematic	NOUN
ejpam-6257	238	84	(	(	PUNCT
ejpam-6257	238	85	course	course	NOUN
ejpam-6257	238	86	250	250	NUM
ejpam-6257	238	87	)	)	PUNCT
ejpam-6257	238	88	,	,	PUNCT
ejpam-6257	238	89	and	and	CCONJ
ejpam-6257	238	90	linear	linear	PROPN
ejpam-6257	238	91	algebra	algebra	NOUN
ejpam-6257	238	92	(	(	PUNCT
ejpam-6257	238	93	course	course	NOUN
ejpam-6257	238	94	111	111	NUM
ejpam-6257	238	95	)	)	PUNCT
ejpam-6257	238	96	.	.	PUNCT
ejpam-6257	239	1	while	while	SCONJ
ejpam-6257	239	2	the	the	DET
ejpam-6257	239	3	triangular	triangular	NOUN
ejpam-6257	239	4	membership	membership	NOUN
ejpam-6257	239	5	functions	function	NOUN
ejpam-6257	239	6	for	for	ADP
ejpam-6257	239	7	output	output	NOUN
ejpam-6257	239	8	variables	variable	NOUN
ejpam-6257	239	9	varied	varied	ADJ
ejpam-6257	239	10	by	by	ADP
ejpam-6257	239	11	course	course	NOUN
ejpam-6257	239	12	grading	grade	VERB
ejpam-6257	239	13	criteria	criterion	NOUN
ejpam-6257	239	14	,	,	PUNCT
ejpam-6257	239	15	the	the	DET
ejpam-6257	239	16	input	input	NOUN
ejpam-6257	239	17	membership	membership	NOUN
ejpam-6257	239	18	functions	function	NOUN
ejpam-6257	239	19	consistently	consistently	ADV
ejpam-6257	239	20	used	use	VERB
ejpam-6257	239	21	linguistic	linguistic	ADJ
ejpam-6257	239	22	categories	category	NOUN
ejpam-6257	239	23	—	—	PUNCT
ejpam-6257	239	24	fail	fail	ADJ
ejpam-6257	239	25	,	,	PUNCT
ejpam-6257	239	26	poor	poor	ADJ
ejpam-6257	239	27	,	,	PUNCT
ejpam-6257	239	28	average	average	ADJ
ejpam-6257	239	29	,	,	PUNCT
ejpam-6257	239	30	good	good	ADJ
ejpam-6257	239	31	,	,	PUNCT
ejpam-6257	239	32	and	and	CCONJ
ejpam-6257	239	33	excellent	excellent	ADJ
ejpam-6257	239	34	.	.	PUNCT
ejpam-6257	240	1	the	the	DET
ejpam-6257	240	2	fuzzy	fuzzy	ADJ
ejpam-6257	240	3	system	system	NOUN
ejpam-6257	240	4	effectively	effectively	ADV
ejpam-6257	240	5	approximates	approximate	VERB
ejpam-6257	240	6	professor	professor	NOUN
ejpam-6257	240	7	grades	grade	NOUN
ejpam-6257	240	8	,	,	PUNCT
ejpam-6257	240	9	with	with	ADP
ejpam-6257	240	10	students	student	NOUN
ejpam-6257	240	11	scoring	score	VERB
ejpam-6257	240	12	7.5	7.5	NUM
ejpam-6257	240	13	or	or	CCONJ
ejpam-6257	240	14	above	above	ADP
ejpam-6257	240	15	performing	perform	VERB
ejpam-6257	240	16	well	well	ADV
ejpam-6257	240	17	and	and	CCONJ
ejpam-6257	240	18	showing	show	VERB
ejpam-6257	240	19	close	close	ADJ
ejpam-6257	240	20	agreement	agreement	NOUN
ejpam-6257	240	21	between	between	ADP
ejpam-6257	240	22	professor	professor	NOUN
ejpam-6257	240	23	and	and	CCONJ
ejpam-6257	240	24	fuzzy	fuzzy	ADJ
ejpam-6257	240	25	grades	grade	NOUN
ejpam-6257	240	26	across	across	ADP
ejpam-6257	240	27	all	all	DET
ejpam-6257	240	28	performance	performance	NOUN
ejpam-6257	240	29	categories	category	NOUN
ejpam-6257	240	30	.	.	PUNCT
ejpam-6257	241	1	this	this	PRON
ejpam-6257	241	2	is	be	AUX
ejpam-6257	241	3	supported	support	VERB
ejpam-6257	241	4	by	by	ADP
ejpam-6257	241	5	high	high	ADJ
ejpam-6257	241	6	r²	r²	NOUN
ejpam-6257	241	7	values	value	NOUN
ejpam-6257	241	8	ranging	range	VERB
ejpam-6257	241	9	from	from	ADP
ejpam-6257	241	10	0.94	0.94	NUM
ejpam-6257	241	11	to	to	ADP
ejpam-6257	241	12	0.98	0.98	NUM
ejpam-6257	241	13	,	,	PUNCT
ejpam-6257	241	14	strong	strong	ADJ
ejpam-6257	241	15	correlations	correlation	NOUN
ejpam-6257	241	16	up	up	ADP
ejpam-6257	241	17	to	to	ADP
ejpam-6257	241	18	0.99	0.99	NUM
ejpam-6257	241	19	,	,	PUNCT
ejpam-6257	241	20	and	and	CCONJ
ejpam-6257	241	21	low	low	ADJ
ejpam-6257	241	22	error	error	NOUN
ejpam-6257	241	23	metrics	metric	NOUN
ejpam-6257	241	24	(	(	PUNCT
ejpam-6257	241	25	mae	mae	PROPN
ejpam-6257	241	26	and	and	CCONJ
ejpam-6257	241	27	rmse	rmse	PROPN
ejpam-6257	241	28	)	)	PUNCT
ejpam-6257	241	29	,	,	PUNCT
ejpam-6257	241	30	which	which	PRON
ejpam-6257	241	31	provide	provide	VERB
ejpam-6257	241	32	robust	robust	ADJ
ejpam-6257	241	33	statistical	statistical	ADJ
ejpam-6257	241	34	validation	validation	NOUN
ejpam-6257	241	35	of	of	ADP
ejpam-6257	241	36	the	the	DET
ejpam-6257	241	37	system	system	NOUN
ejpam-6257	241	38	’s	’s	PART
ejpam-6257	241	39	accuracy	accuracy	NOUN
ejpam-6257	241	40	.	.	PUNCT
ejpam-6257	242	1	a	a	DET
ejpam-6257	242	2	fuzzy	fuzzy	ADJ
ejpam-6257	242	3	logic	logic	NOUN
ejpam-6257	242	4	system	system	NOUN
ejpam-6257	242	5	has	have	AUX
ejpam-6257	242	6	been	be	AUX
ejpam-6257	242	7	widely	widely	ADV
ejpam-6257	242	8	used	use	VERB
ejpam-6257	242	9	to	to	PART
ejpam-6257	242	10	assess	assess	VERB
ejpam-6257	242	11	student	student	NOUN
ejpam-6257	242	12	academic	academic	ADJ
ejpam-6257	242	13	performance	performance	NOUN
ejpam-6257	242	14	that	that	PRON
ejpam-6257	242	15	offers	offer	VERB
ejpam-6257	242	16	a	a	DET
ejpam-6257	242	17	more	more	ADV
ejpam-6257	242	18	comprehensive	comprehensive	ADJ
ejpam-6257	242	19	assessment	assessment	NOUN
ejpam-6257	242	20	of	of	ADP
ejpam-6257	242	21	student	student	NOUN
ejpam-6257	242	22	performance	performance	NOUN
ejpam-6257	242	23	compared	compare	VERB
ejpam-6257	242	24	to	to	ADP
ejpam-6257	242	25	traditional	traditional	ADJ
ejpam-6257	242	26	methods	method	NOUN
ejpam-6257	242	27	.	.	PUNCT
ejpam-6257	243	1	mostly	mostly	ADV
ejpam-6257	243	2	,	,	PUNCT
ejpam-6257	243	3	the	the	DET
ejpam-6257	243	4	traditional	traditional	ADJ
ejpam-6257	243	5	grading	grade	VERB
ejpam-6257	243	6	system	system	NOUN
ejpam-6257	243	7	depends	depend	VERB
ejpam-6257	243	8	on	on	ADP
ejpam-6257	243	9	the	the	DET
ejpam-6257	243	10	crisp	crisp	ADJ
ejpam-6257	243	11	number	number	NOUN
ejpam-6257	243	12	of	of	ADP
ejpam-6257	243	13	values	value	NOUN
ejpam-6257	243	14	or	or	CCONJ
ejpam-6257	243	15	letter	letter	NOUN
ejpam-6257	243	16	grades	grade	NOUN
ejpam-6257	243	17	which	which	PRON
ejpam-6257	243	18	may	may	AUX
ejpam-6257	243	19	not	not	PART
ejpam-6257	243	20	completely	completely	ADV
ejpam-6257	243	21	capture	capture	VERB
ejpam-6257	243	22	the	the	DET
ejpam-6257	243	23	complexities	complexity	NOUN
ejpam-6257	243	24	of	of	ADP
ejpam-6257	243	25	student	student	NOUN
ejpam-6257	243	26	’s	’s	PART
ejpam-6257	243	27	abilities	ability	NOUN
ejpam-6257	243	28	and	and	CCONJ
ejpam-6257	243	29	understandings	understanding	NOUN
ejpam-6257	243	30	.	.	PUNCT
ejpam-6257	244	1	fuzzy	fuzzy	ADJ
ejpam-6257	244	2	logic	logic	NOUN
ejpam-6257	244	3	on	on	ADP
ejpam-6257	244	4	the	the	DET
ejpam-6257	244	5	other	other	ADJ
ejpam-6257	244	6	hand	hand	NOUN
ejpam-6257	244	7	makes	make	VERB
ejpam-6257	244	8	it	it	PRON
ejpam-6257	244	9	possible	possible	ADJ
ejpam-6257	244	10	to	to	PART
ejpam-6257	244	11	include	include	VERB
ejpam-6257	244	12	uncertainties	uncertainty	NOUN
ejpam-6257	244	13	and	and	CCONJ
ejpam-6257	244	14	variations	variation	NOUN
ejpam-6257	244	15	offering	offer	VERB
ejpam-6257	244	16	a	a	DET
ejpam-6257	244	17	more	more	ADV
ejpam-6257	244	18	adaptable	adaptable	ADJ
ejpam-6257	244	19	and	and	CCONJ
ejpam-6257	244	20	thorough	thorough	ADJ
ejpam-6257	244	21	assessment	assessment	NOUN
ejpam-6257	244	22	.	.	PUNCT
ejpam-6257	245	1	in	in	ADP
ejpam-6257	245	2	a	a	DET
ejpam-6257	245	3	previous	previous	ADJ
ejpam-6257	245	4	study	study	NOUN
ejpam-6257	245	5	,	,	PUNCT
ejpam-6257	245	6	fuzzy	fuzzy	ADJ
ejpam-6257	245	7	logic	logic	NOUN
ejpam-6257	245	8	and	and	CCONJ
ejpam-6257	245	9	statistical	statistical	ADJ
ejpam-6257	245	10	grading	grading	NOUN
ejpam-6257	245	11	were	be	AUX
ejpam-6257	245	12	compared	compare	VERB
ejpam-6257	245	13	.	.	PUNCT
ejpam-6257	246	1	according	accord	VERB
ejpam-6257	246	2	to	to	ADP
ejpam-6257	246	3	the	the	DET
ejpam-6257	246	4	results	result	NOUN
ejpam-6257	246	5	,	,	PUNCT
ejpam-6257	246	6	fuzzy	fuzzy	ADJ
ejpam-6257	246	7	grading	grading	NOUN
ejpam-6257	246	8	is	be	AUX
ejpam-6257	246	9	more	more	ADV
ejpam-6257	246	10	flexible	flexible	ADJ
ejpam-6257	246	11	than	than	ADP
ejpam-6257	246	12	traditional	traditional	ADJ
ejpam-6257	246	13	statistical	statistical	ADJ
ejpam-6257	246	14	grading	grading	NOUN
ejpam-6257	246	15	and	and	CCONJ
ejpam-6257	246	16	frequently	frequently	ADV
ejpam-6257	246	17	assigns	assign	VERB
ejpam-6257	246	18	higher	high	ADJ
ejpam-6257	246	19	or	or	CCONJ
ejpam-6257	246	20	different	different	ADJ
ejpam-6257	246	21	grades	grade	NOUN
ejpam-6257	246	22	[	[	X
ejpam-6257	246	23	22	22	NUM
ejpam-6257	246	24	]	]	PUNCT
ejpam-6257	246	25	.	.	PUNCT
ejpam-6257	247	1	in	in	ADP
ejpam-6257	247	2	a	a	DET
ejpam-6257	247	3	previous	previous	ADJ
ejpam-6257	247	4	study	study	NOUN
ejpam-6257	247	5	,	,	PUNCT
ejpam-6257	247	6	a	a	DET
ejpam-6257	247	7	fuzzy	fuzzy	ADJ
ejpam-6257	247	8	logic	logic	NOUN
ejpam-6257	247	9	-	-	PUNCT
ejpam-6257	247	10	based	base	VERB
ejpam-6257	247	11	grading	grading	NOUN
ejpam-6257	247	12	card	card	NOUN
ejpam-6257	247	13	was	be	AUX
ejpam-6257	247	14	introduced	introduce	VERB
ejpam-6257	247	15	that	that	PRON
ejpam-6257	247	16	highlighted	highlight	VERB
ejpam-6257	247	17	the	the	DET
ejpam-6257	247	18	limited	limited	ADJ
ejpam-6257	247	19	use	use	NOUN
ejpam-6257	247	20	of	of	ADP
ejpam-6257	247	21	traditional	traditional	ADJ
ejpam-6257	247	22	methods	method	NOUN
ejpam-6257	247	23	that	that	PRON
ejpam-6257	247	24	only	only	ADV
ejpam-6257	247	25	rely	rely	VERB
ejpam-6257	247	26	on	on	ADP
ejpam-6257	247	27	crisp	crisp	ADJ
ejpam-6257	247	28	numbers	number	NOUN
ejpam-6257	247	29	,	,	PUNCT
ejpam-6257	247	30	the	the	DET
ejpam-6257	247	31	study	study	NOUN
ejpam-6257	247	32	demonstrates	demonstrate	VERB
ejpam-6257	247	33	that	that	SCONJ
ejpam-6257	247	34	the	the	DET
ejpam-6257	247	35	integration	integration	NOUN
ejpam-6257	247	36	of	of	ADP
ejpam-6257	247	37	a	a	DET
ejpam-6257	247	38	fuzzy	fuzzy	ADJ
ejpam-6257	247	39	logic	logic	NOUN
ejpam-6257	247	40	system	system	NOUN
ejpam-6257	247	41	into	into	ADP
ejpam-6257	247	42	grading	grade	VERB
ejpam-6257	247	43	systems	system	NOUN
ejpam-6257	247	44	can	can	AUX
ejpam-6257	247	45	strengthen	strengthen	VERB
ejpam-6257	247	46	the	the	DET
ejpam-6257	247	47	evaluation	evaluation	NOUN
ejpam-6257	247	48	process	process	NOUN
ejpam-6257	247	49	by	by	ADP
ejpam-6257	247	50	considering	consider	VERB
ejpam-6257	247	51	the	the	DET
ejpam-6257	247	52	complexities	complexity	NOUN
ejpam-6257	247	53	of	of	ADP
ejpam-6257	247	54	student	student	NOUN
ejpam-6257	247	55	performance	performance	NOUN
ejpam-6257	247	56	more	more	ADV
ejpam-6257	247	57	accurately	accurately	ADV
ejpam-6257	247	58	[	[	X
ejpam-6257	247	59	23	23	NUM
ejpam-6257	247	60	]	]	PUNCT
ejpam-6257	247	61	.	.	PUNCT
ejpam-6257	248	1	another	another	DET
ejpam-6257	248	2	study	study	NOUN
ejpam-6257	248	3	highlights	highlight	VERB
ejpam-6257	248	4	the	the	DET
ejpam-6257	248	5	importance	importance	NOUN
ejpam-6257	248	6	of	of	ADP
ejpam-6257	248	7	fuzzy	fuzzy	ADJ
ejpam-6257	248	8	logic	logic	NOUN
ejpam-6257	248	9	that	that	PRON
ejpam-6257	248	10	evaluates	evaluate	VERB
ejpam-6257	248	11	the	the	DET
ejpam-6257	248	12	performance	performance	NOUN
ejpam-6257	248	13	of	of	ADP
ejpam-6257	248	14	e	e	NOUN
ejpam-6257	248	15	-	-	ADJ
ejpam-6257	248	16	learning	learn	VERB
ejpam-6257	248	17	students	student	NOUN
ejpam-6257	248	18	in	in	ADP
ejpam-6257	248	19	programming	programming	NOUN
ejpam-6257	248	20	courses	course	NOUN
ejpam-6257	248	21	.	.	PUNCT
ejpam-6257	249	1	the	the	DET
ejpam-6257	249	2	system	system	NOUN
ejpam-6257	249	3	uses	use	VERB
ejpam-6257	249	4	fuzzy	fuzzy	ADJ
ejpam-6257	249	5	logic	logic	NOUN
ejpam-6257	249	6	to	to	PART
ejpam-6257	249	7	determine	determine	VERB
ejpam-6257	249	8	the	the	DET
ejpam-6257	249	9	assessment	assessment	NOUN
ejpam-6257	249	10	such	such	ADJ
ejpam-6257	249	11	as	as	ADP
ejpam-6257	249	12	attendance	attendance	NOUN
ejpam-6257	249	13	in	in	ADP
ejpam-6257	249	14	skype	skype	NOUN
ejpam-6257	249	15	sessions	session	NOUN
ejpam-6257	249	16	,	,	PUNCT
ejpam-6257	249	17	course	course	NOUN
ejpam-6257	249	18	marks	mark	NOUN
ejpam-6257	249	19	,	,	PUNCT
ejpam-6257	249	20	and	and	CCONJ
ejpam-6257	249	21	progranting	progrante	VERB
ejpam-6257	249	22	lab	lab	NOUN
ejpam-6257	249	23	activities	activity	NOUN
ejpam-6257	249	24	,	,	PUNCT
ejpam-6257	249	25	the	the	DET
ejpam-6257	249	26	results	result	NOUN
ejpam-6257	249	27	of	of	ADP
ejpam-6257	249	28	this	this	DET
ejpam-6257	249	29	system	system	NOUN
ejpam-6257	249	30	demonstrated	demonstrate	VERB
ejpam-6257	249	31	that	that	SCONJ
ejpam-6257	249	32	the	the	DET
ejpam-6257	249	33	fuzzy	fuzzy	ADJ
ejpam-6257	249	34	system	system	NOUN
ejpam-6257	249	35	effectively	effectively	ADV
ejpam-6257	249	36	evaluates	evaluate	VERB
ejpam-6257	249	37	student	student	NOUN
ejpam-6257	249	38	performance	performance	NOUN
ejpam-6257	249	39	and	and	CCONJ
ejpam-6257	249	40	offers	offer	VERB
ejpam-6257	249	41	a	a	DET
ejpam-6257	249	42	more	more	ADV
ejpam-6257	249	43	reliable	reliable	ADJ
ejpam-6257	249	44	evaluation	evaluation	NOUN
ejpam-6257	249	45	than	than	ADP
ejpam-6257	249	46	the	the	DET
ejpam-6257	249	47	traditional	traditional	ADJ
ejpam-6257	249	48	methods	method	NOUN
ejpam-6257	249	49	[	[	X
ejpam-6257	249	50	24	24	NUM
ejpam-6257	249	51	]	]	PUNCT
ejpam-6257	249	52	.	.	PUNCT
ejpam-6257	250	1	additionally	additionally	ADV
ejpam-6257	250	2	,	,	PUNCT
ejpam-6257	250	3	a	a	DET
ejpam-6257	250	4	study	study	NOUN
ejpam-6257	250	5	demonstrated	demonstrate	VERB
ejpam-6257	250	6	the	the	DET
ejpam-6257	250	7	advantages	advantage	NOUN
ejpam-6257	250	8	of	of	ADP
ejpam-6257	250	9	incorpom	incorpom	PROPN
ejpam-6257	250	10	.	.	PUNCT
ejpam-6257	251	1	m.	m.	NOUN
ejpam-6257	251	2	alkandari	alkandari	PROPN
ejpam-6257	251	3	,	,	PUNCT
ejpam-6257	251	4	a.	a.	PROPN
ejpam-6257	251	5	h.	h.	PROPN
ejpam-6257	251	6	alajmi	alajmi	PROPN
ejpam-6257	251	7	/	/	SYM
ejpam-6257	251	8	eur	eur	PROPN
ejpam-6257	251	9	.	.	PUNCT
ejpam-6257	252	1	j.	j.	PROPN
ejpam-6257	252	2	pure	pure	PROPN
ejpam-6257	252	3	appl	appl	PROPN
ejpam-6257	252	4	.	.	PROPN
ejpam-6257	252	5	math	math	PROPN
ejpam-6257	252	6	,	,	PUNCT
ejpam-6257	252	7	18	18	NUM
ejpam-6257	252	8	(	(	PUNCT
ejpam-6257	252	9	3	3	NUM
ejpam-6257	252	10	)	)	PUNCT
ejpam-6257	252	11	(	(	PUNCT
ejpam-6257	252	12	2025	2025	NUM
ejpam-6257	252	13	)	)	PUNCT
ejpam-6257	252	14	,	,	PUNCT
ejpam-6257	252	15	6257	6257	NUM
ejpam-6257	252	16	18	18	NUM
ejpam-6257	252	17	of	of	ADP
ejpam-6257	252	18	25	25	NUM
ejpam-6257	252	19	rating	rate	VERB
ejpam-6257	252	20	fuzzy	fuzzy	ADJ
ejpam-6257	252	21	logic	logic	NOUN
ejpam-6257	252	22	in	in	ADP
ejpam-6257	252	23	academic	academic	ADJ
ejpam-6257	252	24	settings	setting	NOUN
ejpam-6257	252	25	,	,	PUNCT
ejpam-6257	252	26	particularly	particularly	ADV
ejpam-6257	252	27	its	its	PRON
ejpam-6257	252	28	capacity	capacity	NOUN
ejpam-6257	252	29	to	to	PART
ejpam-6257	252	30	deal	deal	VERB
ejpam-6257	252	31	with	with	ADP
ejpam-6257	252	32	the	the	DET
ejpam-6257	252	33	inherent	inherent	ADJ
ejpam-6257	252	34	ambiguity	ambiguity	NOUN
ejpam-6257	252	35	in	in	ADP
ejpam-6257	252	36	performance	performance	NOUN
ejpam-6257	252	37	evaluations	evaluation	NOUN
ejpam-6257	252	38	.	.	PUNCT
ejpam-6257	253	1	fuzzy	fuzzy	ADJ
ejpam-6257	253	2	logic	logic	NOUN
ejpam-6257	253	3	provides	provide	VERB
ejpam-6257	253	4	a	a	DET
ejpam-6257	253	5	more	more	ADV
ejpam-6257	253	6	flexible	flexible	ADJ
ejpam-6257	253	7	and	and	CCONJ
ejpam-6257	253	8	precise	precise	ADJ
ejpam-6257	253	9	method	method	NOUN
ejpam-6257	253	10	for	for	ADP
ejpam-6257	253	11	assessing	assess	VERB
ejpam-6257	253	12	student	student	NOUN
ejpam-6257	253	13	performance	performance	NOUN
ejpam-6257	253	14	compared	compare	VERB
ejpam-6257	253	15	to	to	ADP
ejpam-6257	253	16	traditional	traditional	ADJ
ejpam-6257	253	17	grading	grade	VERB
ejpam-6257	253	18	systems	system	NOUN
ejpam-6257	253	19	[	[	X
ejpam-6257	253	20	25	25	NUM
ejpam-6257	253	21	]	]	PUNCT
ejpam-6257	253	22	.	.	PUNCT
ejpam-6257	254	1	the	the	DET
ejpam-6257	254	2	fuzzy	fuzzy	ADJ
ejpam-6257	254	3	grading	grade	VERB
ejpam-6257	254	4	system	system	NOUN
ejpam-6257	254	5	exhibited	exhibit	VERB
ejpam-6257	254	6	distinct	distinct	ADJ
ejpam-6257	254	7	advantages	advantage	NOUN
ejpam-6257	254	8	over	over	ADP
ejpam-6257	254	9	traditional	traditional	ADJ
ejpam-6257	254	10	crisp	crisp	ADJ
ejpam-6257	254	11	methods	method	NOUN
ejpam-6257	254	12	through	through	ADP
ejpam-6257	254	13	appropriately	appropriately	ADV
ejpam-6257	254	14	leveraging	leverage	VERB
ejpam-6257	254	15	the	the	DET
ejpam-6257	254	16	inherent	inherent	ADJ
ejpam-6257	254	17	ambiguity	ambiguity	NOUN
ejpam-6257	254	18	in	in	ADP
ejpam-6257	254	19	student	student	NOUN
ejpam-6257	254	20	performance	performance	NOUN
ejpam-6257	254	21	using	use	VERB
ejpam-6257	254	22	flexible	flexible	ADJ
ejpam-6257	254	23	assessment	assessment	NOUN
ejpam-6257	254	24	specific	specific	ADJ
ejpam-6257	254	25	to	to	ADP
ejpam-6257	254	26	the	the	DET
ejpam-6257	254	27	assessment	assessment	NOUN
ejpam-6257	254	28	criteria	criterion	NOUN
ejpam-6257	254	29	of	of	ADP
ejpam-6257	254	30	courses	course	NOUN
ejpam-6257	254	31	.	.	PUNCT
ejpam-6257	255	1	this	this	DET
ejpam-6257	255	2	flexibility	flexibility	NOUN
ejpam-6257	255	3	is	be	AUX
ejpam-6257	255	4	important	important	ADJ
ejpam-6257	255	5	for	for	ADP
ejpam-6257	255	6	the	the	DET
ejpam-6257	255	7	evaluation	evaluation	NOUN
ejpam-6257	255	8	of	of	ADP
ejpam-6257	255	9	student	student	NOUN
ejpam-6257	255	10	performance	performance	NOUN
ejpam-6257	255	11	in	in	ADP
ejpam-6257	255	12	complex	complex	ADJ
ejpam-6257	255	13	academic	academic	ADJ
ejpam-6257	255	14	evaluations	evaluation	NOUN
ejpam-6257	255	15	since	since	SCONJ
ejpam-6257	255	16	strict	strict	ADJ
ejpam-6257	255	17	thresholds	threshold	NOUN
ejpam-6257	255	18	may	may	AUX
ejpam-6257	255	19	not	not	PART
ejpam-6257	255	20	accurately	accurately	ADV
ejpam-6257	255	21	reflect	reflect	VERB
ejpam-6257	255	22	a	a	DET
ejpam-6257	255	23	nuanced	nuanced	ADJ
ejpam-6257	255	24	understanding	understanding	NOUN
ejpam-6257	255	25	of	of	ADP
ejpam-6257	255	26	course	course	NOUN
ejpam-6257	255	27	material	material	NOUN
ejpam-6257	255	28	.	.	PUNCT
ejpam-6257	256	1	nevertheless	nevertheless	ADV
ejpam-6257	256	2	,	,	PUNCT
ejpam-6257	256	3	there	there	PRON
ejpam-6257	256	4	were	be	VERB
ejpam-6257	256	5	some	some	DET
ejpam-6257	256	6	small	small	ADJ
ejpam-6257	256	7	differences	difference	NOUN
ejpam-6257	256	8	between	between	ADP
ejpam-6257	256	9	the	the	DET
ejpam-6257	256	10	fuzzy	fuzzy	ADJ
ejpam-6257	256	11	system	system	NOUN
ejpam-6257	256	12	and	and	CCONJ
ejpam-6257	256	13	professor	professor	NOUN
ejpam-6257	256	14	grades	grade	NOUN
ejpam-6257	256	15	,	,	PUNCT
ejpam-6257	256	16	which	which	PRON
ejpam-6257	256	17	could	could	AUX
ejpam-6257	256	18	relate	relate	VERB
ejpam-6257	256	19	to	to	ADP
ejpam-6257	256	20	the	the	DET
ejpam-6257	256	21	subjective	subjective	ADJ
ejpam-6257	256	22	nature	nature	NOUN
ejpam-6257	256	23	of	of	ADP
ejpam-6257	256	24	the	the	DET
ejpam-6257	256	25	membership	membership	NOUN
ejpam-6257	256	26	functions	function	NOUN
ejpam-6257	256	27	design	design	NOUN
ejpam-6257	256	28	or	or	CCONJ
ejpam-6257	256	29	differences	difference	NOUN
ejpam-6257	256	30	in	in	ADP
ejpam-6257	256	31	grading	grade	VERB
ejpam-6257	256	32	from	from	ADP
ejpam-6257	256	33	instructor	instructor	NOUN
ejpam-6257	256	34	to	to	ADP
ejpam-6257	256	35	instructor	instructor	NOUN
ejpam-6257	256	36	.	.	PUNCT
ejpam-6257	257	1	furthermore	furthermore	ADV
ejpam-6257	257	2	,	,	PUNCT
ejpam-6257	257	3	the	the	DET
ejpam-6257	257	4	current	current	ADJ
ejpam-6257	257	5	validation	validation	NOUN
ejpam-6257	257	6	was	be	AUX
ejpam-6257	257	7	limited	limit	VERB
ejpam-6257	257	8	to	to	ADP
ejpam-6257	257	9	simple	simple	ADJ
ejpam-6257	257	10	comparisons	comparison	NOUN
ejpam-6257	257	11	with	with	ADP
ejpam-6257	257	12	instructor	instructor	NOUN
ejpam-6257	257	13	grades	grade	NOUN
ejpam-6257	257	14	with	with	ADP
ejpam-6257	257	15	no	no	DET
ejpam-6257	257	16	consideration	consideration	NOUN
ejpam-6257	257	17	for	for	ADP
ejpam-6257	257	18	alternative	alternative	ADJ
ejpam-6257	257	19	automated	automate	VERB
ejpam-6257	257	20	grading	grade	VERB
ejpam-6257	257	21	methods	method	NOUN
ejpam-6257	257	22	.	.	PUNCT
ejpam-6257	258	1	further	further	ADJ
ejpam-6257	258	2	research	research	NOUN
ejpam-6257	258	3	needs	need	VERB
ejpam-6257	258	4	to	to	PART
ejpam-6257	258	5	compare	compare	VERB
ejpam-6257	258	6	these	these	DET
ejpam-6257	258	7	findings	finding	NOUN
ejpam-6257	258	8	with	with	ADP
ejpam-6257	258	9	wider	wide	ADJ
ejpam-6257	258	10	validation	validation	NOUN
ejpam-6257	258	11	across	across	ADP
ejpam-6257	258	12	machine	machine	NOUN
ejpam-6257	258	13	learning	learning	NOUN
ejpam-6257	258	14	methods	method	NOUN
ejpam-6257	258	15	and	and	CCONJ
ejpam-6257	258	16	larger	large	ADJ
ejpam-6257	258	17	combinations	combination	NOUN
ejpam-6257	258	18	of	of	ADP
ejpam-6257	258	19	distance	distance	NOUN
ejpam-6257	258	20	education	education	NOUN
ejpam-6257	258	21	datasets	dataset	NOUN
ejpam-6257	258	22	,	,	PUNCT
ejpam-6257	258	23	to	to	PART
ejpam-6257	258	24	support	support	VERB
ejpam-6257	258	25	greater	great	ADJ
ejpam-6257	258	26	generalization	generalization	NOUN
ejpam-6257	258	27	.	.	PUNCT
ejpam-6257	259	1	building	build	VERB
ejpam-6257	259	2	on	on	ADP
ejpam-6257	259	3	these	these	DET
ejpam-6257	259	4	findings	finding	NOUN
ejpam-6257	259	5	,	,	PUNCT
ejpam-6257	259	6	pathak	pathak	PROPN
ejpam-6257	259	7	(	(	PUNCT
ejpam-6257	259	8	2025	2025	NUM
ejpam-6257	259	9	)	)	PUNCT
ejpam-6257	259	10	utilized	utilize	VERB
ejpam-6257	259	11	a	a	DET
ejpam-6257	259	12	fuzzy	fuzzy	ADJ
ejpam-6257	259	13	expert	expert	NOUN
ejpam-6257	259	14	system	system	NOUN
ejpam-6257	259	15	for	for	ADP
ejpam-6257	259	16	evaluating	evaluate	VERB
ejpam-6257	259	17	student	student	NOUN
ejpam-6257	259	18	overall	overall	ADJ
ejpam-6257	259	19	performance	performance	NOUN
ejpam-6257	259	20	,	,	PUNCT
ejpam-6257	259	21	integrating	integrate	VERB
ejpam-6257	259	22	multiple	multiple	ADJ
ejpam-6257	259	23	criteria	criterion	NOUN
ejpam-6257	259	24	for	for	ADP
ejpam-6257	259	25	assessment	assessment	NOUN
ejpam-6257	259	26	,	,	PUNCT
ejpam-6257	259	27	ultimately	ultimately	ADV
ejpam-6257	259	28	improving	improve	VERB
ejpam-6257	259	29	accuracy	accuracy	NOUN
ejpam-6257	259	30	and	and	CCONJ
ejpam-6257	259	31	objectivity	objectivity	NOUN
ejpam-6257	259	32	[	[	X
ejpam-6257	259	33	21	21	NUM
ejpam-6257	259	34	]	]	PUNCT
ejpam-6257	259	35	.	.	PUNCT
ejpam-6257	260	1	similarly	similarly	ADV
ejpam-6257	260	2	,	,	PUNCT
ejpam-6257	260	3	wardoyo	wardoyo	NOUN
ejpam-6257	260	4	and	and	CCONJ
ejpam-6257	260	5	yuniarti	yuniarti	NOUN
ejpam-6257	260	6	(	(	PUNCT
ejpam-6257	260	7	2020	2020	NUM
ejpam-6257	260	8	)	)	PUNCT
ejpam-6257	260	9	were	be	AUX
ejpam-6257	260	10	able	able	ADJ
ejpam-6257	260	11	to	to	PART
ejpam-6257	260	12	adjust	adjust	VERB
ejpam-6257	260	13	fuzzy	fuzzy	ADJ
ejpam-6257	260	14	logic	logic	NOUN
ejpam-6257	260	15	parameters	parameter	NOUN
ejpam-6257	260	16	to	to	PART
ejpam-6257	260	17	suit	suit	VERB
ejpam-6257	260	18	e	e	NOUN
ejpam-6257	260	19	-	-	ADJ
ejpam-6257	260	20	learning	learn	VERB
ejpam-6257	260	21	contexts	context	NOUN
ejpam-6257	260	22	thus	thus	ADV
ejpam-6257	260	23	highlighting	highlight	VERB
ejpam-6257	260	24	the	the	DET
ejpam-6257	260	25	adjustable	adjustable	ADJ
ejpam-6257	260	26	and	and	CCONJ
ejpam-6257	260	27	effective	effective	ADJ
ejpam-6257	260	28	nature	nature	NOUN
ejpam-6257	260	29	of	of	ADP
ejpam-6257	260	30	such	such	ADJ
ejpam-6257	260	31	methods	method	NOUN
ejpam-6257	260	32	in	in	ADP
ejpam-6257	260	33	online	online	ADJ
ejpam-6257	260	34	education	education	NOUN
ejpam-6257	260	35	contexts	contexts	NOUN
ejpam-6257	261	1	[	[	X
ejpam-6257	261	2	26	26	NUM
ejpam-6257	261	3	]	]	PUNCT
ejpam-6257	261	4	.	.	PUNCT
ejpam-6257	262	1	in	in	ADP
ejpam-6257	262	2	the	the	DET
ejpam-6257	262	3	field	field	NOUN
ejpam-6257	262	4	of	of	ADP
ejpam-6257	262	5	online	online	ADJ
ejpam-6257	262	6	engineering	engineering	NOUN
ejpam-6257	262	7	learning	learning	NOUN
ejpam-6257	262	8	,	,	PUNCT
ejpam-6257	262	9	krouska	krouska	PROPN
ejpam-6257	262	10	et	et	PROPN
ejpam-6257	262	11	al	al	PROPN
ejpam-6257	262	12	.	.	PROPN
ejpam-6257	262	13	(	(	PUNCT
ejpam-6257	262	14	2020	2020	NUM
ejpam-6257	262	15	)	)	PUNCT
ejpam-6257	262	16	are	be	AUX
ejpam-6257	262	17	worth	worth	ADJ
ejpam-6257	262	18	mentioning	mention	VERB
ejpam-6257	262	19	,	,	PUNCT
ejpam-6257	262	20	who	who	PRON
ejpam-6257	262	21	adopted	adopt	VERB
ejpam-6257	262	22	fuzzy	fuzzy	ADJ
ejpam-6257	262	23	logic	logic	NOUN
ejpam-6257	262	24	as	as	ADP
ejpam-6257	262	25	the	the	DET
ejpam-6257	262	26	basis	basis	NOUN
ejpam-6257	262	27	of	of	ADP
ejpam-6257	262	28	an	an	DET
ejpam-6257	262	29	intelligent	intelligent	ADJ
ejpam-6257	262	30	tutoring	tutoring	NOUN
ejpam-6257	262	31	system	system	NOUN
ejpam-6257	262	32	that	that	PRON
ejpam-6257	262	33	improved	improve	VERB
ejpam-6257	262	34	assessments	assessment	NOUN
ejpam-6257	262	35	of	of	ADP
ejpam-6257	262	36	learners	learner	NOUN
ejpam-6257	262	37	’	'	PUNCT
ejpam-6257	262	38	performance	performance	NOUN
ejpam-6257	262	39	by	by	ADP
ejpam-6257	262	40	taking	take	VERB
ejpam-6257	262	41	into	into	ADP
ejpam-6257	262	42	account	account	NOUN
ejpam-6257	262	43	task	task	NOUN
ejpam-6257	262	44	complexity	complexity	NOUN
ejpam-6257	262	45	and	and	CCONJ
ejpam-6257	262	46	student	student	NOUN
ejpam-6257	262	47	working	working	NOUN
ejpam-6257	262	48	effort	effort	NOUN
ejpam-6257	262	49	,	,	PUNCT
ejpam-6257	262	50	ultimately	ultimately	ADV
ejpam-6257	262	51	providing	provide	VERB
ejpam-6257	262	52	a	a	DET
ejpam-6257	262	53	more	more	ADV
ejpam-6257	262	54	accurate	accurate	ADJ
ejpam-6257	262	55	performance	performance	NOUN
ejpam-6257	262	56	evaluation	evaluation	NOUN
ejpam-6257	262	57	by	by	ADP
ejpam-6257	262	58	accounted	account	VERB
ejpam-6257	262	59	for	for	ADP
ejpam-6257	262	60	various	various	ADJ
ejpam-6257	262	61	contexts	contexts	NOUN
ejpam-6257	262	62	.	.	PUNCT
ejpam-6257	263	1	[	[	X
ejpam-6257	263	2	27	27	NUM
ejpam-6257	263	3	]	]	PUNCT
ejpam-6257	263	4	in	in	ADP
ejpam-6257	263	5	addition	addition	NOUN
ejpam-6257	263	6	,	,	PUNCT
ejpam-6257	263	7	amelia	amelia	PROPN
ejpam-6257	263	8	et	et	PROPN
ejpam-6257	263	9	al	al	PROPN
ejpam-6257	263	10	.	.	PROPN
ejpam-6257	264	1	(	(	PUNCT
ejpam-6257	264	2	2020	2020	NUM
ejpam-6257	264	3	)	)	PUNCT
ejpam-6257	264	4	also	also	ADV
ejpam-6257	264	5	contributed	contribute	VERB
ejpam-6257	264	6	to	to	ADP
ejpam-6257	264	7	the	the	DET
ejpam-6257	264	8	area	area	NOUN
ejpam-6257	264	9	of	of	ADP
ejpam-6257	264	10	education	education	NOUN
ejpam-6257	264	11	with	with	ADP
ejpam-6257	264	12	a	a	DET
ejpam-6257	264	13	meta	meta	ADJ
ejpam-6257	264	14	-	-	PUNCT
ejpam-6257	264	15	analysis	analysis	NOUN
ejpam-6257	264	16	of	of	ADP
ejpam-6257	264	17	38	38	NUM
ejpam-6257	264	18	studies	study	NOUN
ejpam-6257	264	19	.	.	PUNCT
ejpam-6257	265	1	they	they	PRON
ejpam-6257	265	2	determined	determine	VERB
ejpam-6257	265	3	that	that	SCONJ
ejpam-6257	265	4	fuzzy	fuzzy	ADJ
ejpam-6257	265	5	logic	logic	NOUN
ejpam-6257	265	6	can	can	AUX
ejpam-6257	265	7	actively	actively	ADV
ejpam-6257	265	8	emphasize	emphasize	VERB
ejpam-6257	265	9	and	and	CCONJ
ejpam-6257	265	10	support	support	VERB
ejpam-6257	265	11	the	the	DET
ejpam-6257	265	12	transparency	transparency	NOUN
ejpam-6257	265	13	and	and	CCONJ
ejpam-6257	265	14	objectivity	objectivity	NOUN
ejpam-6257	265	15	of	of	ADP
ejpam-6257	265	16	student	student	NOUN
ejpam-6257	265	17	performance	performance	NOUN
ejpam-6257	265	18	assessments	assessment	NOUN
ejpam-6257	265	19	in	in	ADP
ejpam-6257	265	20	different	different	ADJ
ejpam-6257	265	21	learning	learning	NOUN
ejpam-6257	265	22	situations	situation	NOUN
ejpam-6257	265	23	.	.	PUNCT
ejpam-6257	266	1	[	[	X
ejpam-6257	266	2	28	28	NUM
ejpam-6257	266	3	]	]	X
ejpam-6257	266	4	the	the	DET
ejpam-6257	266	5	overall	overall	ADJ
ejpam-6257	266	6	similarities	similarity	NOUN
ejpam-6257	266	7	of	of	ADP
ejpam-6257	266	8	our	our	PRON
ejpam-6257	266	9	results	result	NOUN
ejpam-6257	266	10	compared	compare	VERB
ejpam-6257	266	11	to	to	ADP
ejpam-6257	266	12	prior	prior	ADJ
ejpam-6257	266	13	studies	study	NOUN
ejpam-6257	266	14	reaffirm	reaffirm	VERB
ejpam-6257	266	15	its	its	PRON
ejpam-6257	266	16	reliability	reliability	NOUN
ejpam-6257	266	17	and	and	CCONJ
ejpam-6257	266	18	adaptability	adaptability	NOUN
ejpam-6257	266	19	in	in	ADP
ejpam-6257	266	20	providing	provide	VERB
ejpam-6257	266	21	performance	performance	NOUN
ejpam-6257	266	22	assessments	assessment	NOUN
ejpam-6257	266	23	.	.	PUNCT
ejpam-6257	267	1	however	however	ADV
ejpam-6257	267	2	,	,	PUNCT
ejpam-6257	267	3	minor	minor	ADJ
ejpam-6257	267	4	discrepancies	discrepancy	NOUN
ejpam-6257	267	5	between	between	ADP
ejpam-6257	267	6	the	the	DET
ejpam-6257	267	7	fuzzy	fuzzy	ADJ
ejpam-6257	267	8	system	system	NOUN
ejpam-6257	267	9	and	and	CCONJ
ejpam-6257	267	10	professor	professor	NOUN
ejpam-6257	267	11	-	-	PUNCT
ejpam-6257	267	12	assigned	assign	VERB
ejpam-6257	267	13	grades	grade	NOUN
ejpam-6257	267	14	were	be	AUX
ejpam-6257	267	15	noted	note	VERB
ejpam-6257	267	16	,	,	PUNCT
ejpam-6257	267	17	potentially	potentially	ADV
ejpam-6257	267	18	due	due	ADJ
ejpam-6257	267	19	to	to	ADP
ejpam-6257	267	20	subjective	subjective	ADJ
ejpam-6257	267	21	design	design	NOUN
ejpam-6257	267	22	choices	choice	NOUN
ejpam-6257	267	23	in	in	ADP
ejpam-6257	267	24	membership	membership	NOUN
ejpam-6257	267	25	functions	function	NOUN
ejpam-6257	267	26	or	or	CCONJ
ejpam-6257	267	27	variability	variability	NOUN
ejpam-6257	267	28	in	in	ADP
ejpam-6257	267	29	instructor	instructor	NOUN
ejpam-6257	267	30	grading	grade	VERB
ejpam-6257	267	31	styles	style	NOUN
ejpam-6257	267	32	.	.	PUNCT
ejpam-6257	268	1	the	the	DET
ejpam-6257	268	2	results	result	NOUN
ejpam-6257	268	3	also	also	ADV
ejpam-6257	268	4	point	point	VERB
ejpam-6257	268	5	to	to	ADP
ejpam-6257	268	6	potential	potential	ADJ
ejpam-6257	268	7	future	future	ADJ
ejpam-6257	268	8	studies	study	NOUN
ejpam-6257	268	9	that	that	PRON
ejpam-6257	268	10	could	could	AUX
ejpam-6257	268	11	use	use	VERB
ejpam-6257	268	12	benchmarks	benchmark	NOUN
ejpam-6257	268	13	against	against	ADP
ejpam-6257	268	14	grading	grade	VERB
ejpam-6257	268	15	models	model	NOUN
ejpam-6257	268	16	based	base	VERB
ejpam-6257	268	17	on	on	ADP
ejpam-6257	268	18	machine	machine	NOUN
ejpam-6257	268	19	learning	learning	NOUN
ejpam-6257	268	20	or	or	CCONJ
ejpam-6257	268	21	utilize	utilize	VERB
ejpam-6257	268	22	a	a	DET
ejpam-6257	268	23	larger	large	ADJ
ejpam-6257	268	24	dataset	dataset	NOUN
ejpam-6257	268	25	with	with	ADP
ejpam-6257	268	26	student	student	NOUN
ejpam-6257	268	27	population	population	NOUN
ejpam-6257	268	28	characteristics	characteristic	NOUN
ejpam-6257	268	29	.	.	PUNCT
ejpam-6257	269	1	these	these	DET
ejpam-6257	269	2	types	type	NOUN
ejpam-6257	269	3	of	of	ADP
ejpam-6257	269	4	future	future	ADJ
ejpam-6257	269	5	studies	study	NOUN
ejpam-6257	269	6	would	would	AUX
ejpam-6257	269	7	increase	increase	VERB
ejpam-6257	269	8	the	the	DET
ejpam-6257	269	9	extent	extent	NOUN
ejpam-6257	269	10	and	and	CCONJ
ejpam-6257	269	11	accuracy	accuracy	NOUN
ejpam-6257	269	12	of	of	ADP
ejpam-6257	269	13	a	a	DET
ejpam-6257	269	14	computerized	computerized	ADJ
ejpam-6257	269	15	grading	grade	VERB
ejpam-6257	269	16	system	system	NOUN
ejpam-6257	269	17	.	.	PUNCT
ejpam-6257	270	1	such	such	ADJ
ejpam-6257	270	2	efforts	effort	NOUN
ejpam-6257	270	3	could	could	AUX
ejpam-6257	270	4	further	far	ADV
ejpam-6257	270	5	enhance	enhance	VERB
ejpam-6257	270	6	the	the	DET
ejpam-6257	270	7	generalizability	generalizability	NOUN
ejpam-6257	270	8	and	and	CCONJ
ejpam-6257	270	9	precision	precision	NOUN
ejpam-6257	270	10	of	of	ADP
ejpam-6257	270	11	automated	automate	VERB
ejpam-6257	270	12	grading	grade	VERB
ejpam-6257	270	13	systems	system	NOUN
ejpam-6257	270	14	.	.	PUNCT
ejpam-6257	271	1	while	while	SCONJ
ejpam-6257	271	2	the	the	DET
ejpam-6257	271	3	current	current	ADJ
ejpam-6257	271	4	study	study	NOUN
ejpam-6257	271	5	focused	focus	VERB
ejpam-6257	271	6	on	on	ADP
ejpam-6257	271	7	academic	academic	ADJ
ejpam-6257	271	8	evaluation	evaluation	NOUN
ejpam-6257	271	9	,	,	PUNCT
ejpam-6257	271	10	the	the	DET
ejpam-6257	271	11	underlying	underlie	VERB
ejpam-6257	271	12	fuzzy	fuzzy	ADJ
ejpam-6257	271	13	logic	logic	NOUN
ejpam-6257	271	14	approach	approach	NOUN
ejpam-6257	271	15	is	be	AUX
ejpam-6257	271	16	adaptable	adaptable	ADJ
ejpam-6257	271	17	to	to	ADP
ejpam-6257	271	18	various	various	ADJ
ejpam-6257	271	19	industries	industry	NOUN
ejpam-6257	271	20	where	where	SCONJ
ejpam-6257	271	21	decision	decision	NOUN
ejpam-6257	271	22	-	-	PUNCT
ejpam-6257	271	23	making	making	NOUN
ejpam-6257	271	24	involves	involve	VERB
ejpam-6257	271	25	uncertainty	uncertainty	NOUN
ejpam-6257	271	26	,	,	PUNCT
ejpam-6257	271	27	ambiguity	ambiguity	NOUN
ejpam-6257	271	28	,	,	PUNCT
ejpam-6257	271	29	or	or	CCONJ
ejpam-6257	271	30	subjective	subjective	ADJ
ejpam-6257	271	31	judgment	judgment	NOUN
ejpam-6257	271	32	.	.	PUNCT
ejpam-6257	272	1	for	for	ADP
ejpam-6257	272	2	example	example	NOUN
ejpam-6257	272	3	,	,	PUNCT
ejpam-6257	272	4	fuzzy	fuzzy	ADJ
ejpam-6257	272	5	systems	system	NOUN
ejpam-6257	272	6	have	have	AUX
ejpam-6257	272	7	been	be	AUX
ejpam-6257	272	8	successfully	successfully	ADV
ejpam-6257	272	9	applied	apply	VERB
ejpam-6257	272	10	in	in	ADP
ejpam-6257	272	11	healthcare	healthcare	NOUN
ejpam-6257	272	12	(	(	PUNCT
ejpam-6257	272	13	diagnosis	diagnosis	NOUN
ejpam-6257	272	14	support	support	NOUN
ejpam-6257	272	15	)	)	PUNCT
ejpam-6257	273	1	[	[	X
ejpam-6257	273	2	29	29	NUM
ejpam-6257	273	3	]	]	PUNCT
ejpam-6257	273	4	,	,	PUNCT
ejpam-6257	273	5	finance	finance	NOUN
ejpam-6257	273	6	(	(	PUNCT
ejpam-6257	273	7	credit	credit	NOUN
ejpam-6257	273	8	risk	risk	NOUN
ejpam-6257	273	9	scoring	scoring	NOUN
ejpam-6257	273	10	)	)	PUNCT
ejpam-6257	274	1	[	[	X
ejpam-6257	274	2	30	30	NUM
ejpam-6257	274	3	]	]	PUNCT
ejpam-6257	274	4	,	,	PUNCT
ejpam-6257	274	5	and	and	CCONJ
ejpam-6257	274	6	human	human	ADJ
ejpam-6257	274	7	resources	resource	NOUN
ejpam-6257	274	8	(	(	PUNCT
ejpam-6257	274	9	employee	employee	NOUN
ejpam-6257	274	10	performance	performance	NOUN
ejpam-6257	274	11	appraisal	appraisal	NOUN
ejpam-6257	274	12	)	)	PUNCT
ejpam-6257	275	1	[	[	X
ejpam-6257	275	2	31	31	NUM
ejpam-6257	275	3	]	]	PUNCT
ejpam-6257	275	4	.	.	PUNCT
ejpam-6257	276	1	the	the	DET
ejpam-6257	276	2	ability	ability	NOUN
ejpam-6257	276	3	of	of	ADP
ejpam-6257	276	4	fuzzy	fuzzy	ADJ
ejpam-6257	276	5	logic	logic	NOUN
ejpam-6257	276	6	to	to	PART
ejpam-6257	276	7	model	model	VERB
ejpam-6257	276	8	imprecise	imprecise	ADV
ejpam-6257	276	9	human	human	ADJ
ejpam-6257	276	10	reasoning	reasoning	NOUN
ejpam-6257	276	11	makes	make	VERB
ejpam-6257	276	12	it	it	PRON
ejpam-6257	276	13	a	a	DET
ejpam-6257	276	14	valuable	valuable	ADJ
ejpam-6257	276	15	tool	tool	NOUN
ejpam-6257	276	16	beyond	beyond	ADP
ejpam-6257	276	17	education	education	NOUN
ejpam-6257	276	18	.	.	PUNCT
ejpam-6257	277	1	however	however	ADV
ejpam-6257	277	2	,	,	PUNCT
ejpam-6257	277	3	domain	domain	NOUN
ejpam-6257	277	4	-	-	PUNCT
ejpam-6257	277	5	specific	specific	ADJ
ejpam-6257	277	6	customization	customization	NOUN
ejpam-6257	277	7	of	of	ADP
ejpam-6257	277	8	membership	membership	NOUN
ejpam-6257	277	9	functions	function	NOUN
ejpam-6257	277	10	m.	m.	NOUN
ejpam-6257	277	11	m.	m.	NOUN
ejpam-6257	277	12	alkandari	alkandari	PROPN
ejpam-6257	277	13	,	,	PUNCT
ejpam-6257	277	14	a.	a.	PROPN
ejpam-6257	277	15	h.	h.	PROPN
ejpam-6257	277	16	alajmi	alajmi	PROPN
ejpam-6257	277	17	/	/	SYM
ejpam-6257	277	18	eur	eur	PROPN
ejpam-6257	277	19	.	.	PUNCT
ejpam-6257	278	1	j.	j.	PROPN
ejpam-6257	278	2	pure	pure	PROPN
ejpam-6257	278	3	appl	appl	PROPN
ejpam-6257	278	4	.	.	PROPN
ejpam-6257	278	5	math	math	PROPN
ejpam-6257	278	6	,	,	PUNCT
ejpam-6257	278	7	18	18	NUM
ejpam-6257	278	8	(	(	PUNCT
ejpam-6257	278	9	3	3	NUM
ejpam-6257	278	10	)	)	PUNCT
ejpam-6257	278	11	(	(	PUNCT
ejpam-6257	278	12	2025	2025	NUM
ejpam-6257	278	13	)	)	PUNCT
ejpam-6257	278	14	,	,	PUNCT
ejpam-6257	278	15	6257	6257	NUM
ejpam-6257	278	16	19	19	NUM
ejpam-6257	278	17	of	of	ADP
ejpam-6257	278	18	25	25	NUM
ejpam-6257	278	19	and	and	CCONJ
ejpam-6257	278	20	rules	rule	NOUN
ejpam-6257	278	21	would	would	AUX
ejpam-6257	278	22	be	be	AUX
ejpam-6257	278	23	necessary	necessary	ADJ
ejpam-6257	278	24	for	for	ADP
ejpam-6257	278	25	effective	effective	ADJ
ejpam-6257	278	26	implementation	implementation	NOUN
ejpam-6257	278	27	in	in	ADP
ejpam-6257	278	28	those	those	DET
ejpam-6257	278	29	fields	field	NOUN
ejpam-6257	278	30	.	.	PUNCT
ejpam-6257	279	1	5	5	X
ejpam-6257	279	2	.	.	NOUN
ejpam-6257	279	3	limitations	limitation	NOUN
ejpam-6257	279	4	and	and	CCONJ
ejpam-6257	279	5	future	future	ADJ
ejpam-6257	279	6	directions	direction	NOUN
ejpam-6257	279	7	while	while	SCONJ
ejpam-6257	279	8	the	the	DET
ejpam-6257	279	9	fuzzy	fuzzy	ADJ
ejpam-6257	279	10	logic	logic	NOUN
ejpam-6257	279	11	-	-	PUNCT
ejpam-6257	279	12	based	base	VERB
ejpam-6257	279	13	grading	grading	NOUN
ejpam-6257	279	14	system	system	NOUN
ejpam-6257	279	15	has	have	AUX
ejpam-6257	279	16	delivered	deliver	VERB
ejpam-6257	279	17	encouraging	encouraging	ADJ
ejpam-6257	279	18	results	result	NOUN
ejpam-6257	279	19	,	,	PUNCT
ejpam-6257	279	20	it	it	PRON
ejpam-6257	279	21	also	also	ADV
ejpam-6257	279	22	opens	open	VERB
ejpam-6257	279	23	avenues	avenue	NOUN
ejpam-6257	279	24	for	for	ADP
ejpam-6257	279	25	further	further	ADJ
ejpam-6257	279	26	enhancement	enhancement	NOUN
ejpam-6257	279	27	.	.	PUNCT
ejpam-6257	280	1	designed	design	VERB
ejpam-6257	280	2	specifically	specifically	ADV
ejpam-6257	280	3	for	for	ADP
ejpam-6257	280	4	three	three	NUM
ejpam-6257	280	5	mathematics	mathematic	NOUN
ejpam-6257	280	6	courses	course	NOUN
ejpam-6257	280	7	,	,	PUNCT
ejpam-6257	280	8	the	the	DET
ejpam-6257	280	9	current	current	ADJ
ejpam-6257	280	10	system	system	NOUN
ejpam-6257	280	11	demonstrates	demonstrate	VERB
ejpam-6257	280	12	strong	strong	ADJ
ejpam-6257	280	13	adaptability	adaptability	NOUN
ejpam-6257	280	14	.	.	PUNCT
ejpam-6257	281	1	professors	professor	NOUN
ejpam-6257	281	2	can	can	AUX
ejpam-6257	281	3	easily	easily	ADV
ejpam-6257	281	4	modify	modify	VERB
ejpam-6257	281	5	question	question	NOUN
ejpam-6257	281	6	weights	weight	NOUN
ejpam-6257	281	7	and	and	CCONJ
ejpam-6257	281	8	fuzzy	fuzzy	ADJ
ejpam-6257	281	9	rules	rule	NOUN
ejpam-6257	281	10	to	to	PART
ejpam-6257	281	11	suit	suit	VERB
ejpam-6257	281	12	different	different	ADJ
ejpam-6257	281	13	courses	course	NOUN
ejpam-6257	281	14	,	,	PUNCT
ejpam-6257	281	15	making	make	VERB
ejpam-6257	281	16	the	the	DET
ejpam-6257	281	17	framework	framework	NOUN
ejpam-6257	281	18	highly	highly	ADV
ejpam-6257	281	19	customizable	customizable	ADJ
ejpam-6257	281	20	.	.	PUNCT
ejpam-6257	282	1	however	however	ADV
ejpam-6257	282	2	,	,	PUNCT
ejpam-6257	282	3	to	to	PART
ejpam-6257	282	4	expand	expand	VERB
ejpam-6257	282	5	its	its	PRON
ejpam-6257	282	6	applicability	applicability	NOUN
ejpam-6257	282	7	beyond	beyond	ADP
ejpam-6257	282	8	mathematics	mathematic	NOUN
ejpam-6257	282	9	,	,	PUNCT
ejpam-6257	282	10	future	future	ADJ
ejpam-6257	282	11	developments	development	NOUN
ejpam-6257	282	12	could	could	AUX
ejpam-6257	282	13	focus	focus	VERB
ejpam-6257	282	14	on	on	ADP
ejpam-6257	282	15	building	build	VERB
ejpam-6257	282	16	more	more	ADV
ejpam-6257	282	17	intuitive	intuitive	ADJ
ejpam-6257	282	18	interfaces	interface	NOUN
ejpam-6257	282	19	that	that	PRON
ejpam-6257	282	20	simplify	simplify	VERB
ejpam-6257	282	21	this	this	DET
ejpam-6257	282	22	customization	customization	NOUN
ejpam-6257	282	23	for	for	ADP
ejpam-6257	282	24	a	a	DET
ejpam-6257	282	25	broader	broad	ADJ
ejpam-6257	282	26	range	range	NOUN
ejpam-6257	282	27	of	of	ADP
ejpam-6257	282	28	subjects	subject	NOUN
ejpam-6257	282	29	.	.	PUNCT
ejpam-6257	283	1	additionally	additionally	ADV
ejpam-6257	283	2	,	,	PUNCT
ejpam-6257	283	3	because	because	SCONJ
ejpam-6257	283	4	the	the	DET
ejpam-6257	283	5	system	system	NOUN
ejpam-6257	283	6	reflects	reflect	VERB
ejpam-6257	283	7	the	the	DET
ejpam-6257	283	8	grading	grade	VERB
ejpam-6257	283	9	patterns	pattern	NOUN
ejpam-6257	283	10	of	of	ADP
ejpam-6257	283	11	individual	individual	ADJ
ejpam-6257	283	12	instructors	instructor	NOUN
ejpam-6257	283	13	,	,	PUNCT
ejpam-6257	283	14	it	it	PRON
ejpam-6257	283	15	inherently	inherently	ADV
ejpam-6257	283	16	captures	capture	VERB
ejpam-6257	283	17	elements	element	NOUN
ejpam-6257	283	18	of	of	ADP
ejpam-6257	283	19	human	human	ADJ
ejpam-6257	283	20	subjectivity	subjectivity	NOUN
ejpam-6257	283	21	.	.	PUNCT
ejpam-6257	284	1	rather	rather	ADV
ejpam-6257	284	2	than	than	ADP
ejpam-6257	284	3	being	be	AUX
ejpam-6257	284	4	a	a	DET
ejpam-6257	284	5	drawback	drawback	NOUN
ejpam-6257	284	6	,	,	PUNCT
ejpam-6257	284	7	this	this	PRON
ejpam-6257	284	8	allows	allow	VERB
ejpam-6257	284	9	the	the	DET
ejpam-6257	284	10	system	system	NOUN
ejpam-6257	284	11	to	to	PART
ejpam-6257	284	12	mirror	mirror	VERB
ejpam-6257	284	13	real	real	ADJ
ejpam-6257	284	14	-	-	PUNCT
ejpam-6257	284	15	world	world	NOUN
ejpam-6257	284	16	academic	academic	ADJ
ejpam-6257	284	17	evaluations	evaluation	NOUN
ejpam-6257	284	18	.	.	PUNCT
ejpam-6257	285	1	to	to	PART
ejpam-6257	285	2	improve	improve	VERB
ejpam-6257	285	3	consistency	consistency	NOUN
ejpam-6257	285	4	across	across	ADP
ejpam-6257	285	5	different	different	ADJ
ejpam-6257	285	6	users	user	NOUN
ejpam-6257	285	7	,	,	PUNCT
ejpam-6257	285	8	future	future	ADJ
ejpam-6257	285	9	work	work	NOUN
ejpam-6257	285	10	could	could	AUX
ejpam-6257	285	11	explore	explore	VERB
ejpam-6257	285	12	the	the	DET
ejpam-6257	285	13	integration	integration	NOUN
ejpam-6257	285	14	of	of	ADP
ejpam-6257	285	15	calibration	calibration	NOUN
ejpam-6257	285	16	tools	tool	NOUN
ejpam-6257	285	17	or	or	CCONJ
ejpam-6257	285	18	shared	share	VERB
ejpam-6257	285	19	rule	rule	NOUN
ejpam-6257	285	20	repositories	repository	NOUN
ejpam-6257	285	21	that	that	PRON
ejpam-6257	285	22	align	align	VERB
ejpam-6257	285	23	grading	grading	NOUN
ejpam-6257	285	24	standards	standard	NOUN
ejpam-6257	285	25	across	across	ADP
ejpam-6257	285	26	institutions	institution	NOUN
ejpam-6257	285	27	.	.	PUNCT
ejpam-6257	286	1	the	the	DET
ejpam-6257	286	2	study	study	NOUN
ejpam-6257	286	3	’s	’s	PART
ejpam-6257	286	4	use	use	NOUN
ejpam-6257	286	5	of	of	ADP
ejpam-6257	286	6	a	a	DET
ejpam-6257	286	7	relatively	relatively	ADV
ejpam-6257	286	8	small	small	ADJ
ejpam-6257	286	9	sample	sample	NOUN
ejpam-6257	286	10	size	size	NOUN
ejpam-6257	286	11	20	20	NUM
ejpam-6257	286	12	students	student	NOUN
ejpam-6257	286	13	per	per	ADP
ejpam-6257	286	14	course	course	NOUN
ejpam-6257	286	15	provided	provide	VERB
ejpam-6257	286	16	a	a	DET
ejpam-6257	286	17	focused	focused	ADJ
ejpam-6257	286	18	setting	setting	NOUN
ejpam-6257	286	19	to	to	PART
ejpam-6257	286	20	demonstrate	demonstrate	VERB
ejpam-6257	286	21	the	the	DET
ejpam-6257	286	22	system	system	NOUN
ejpam-6257	286	23	’s	’s	PART
ejpam-6257	286	24	potential	potential	NOUN
ejpam-6257	286	25	.	.	PUNCT
ejpam-6257	287	1	this	this	DET
ejpam-6257	287	2	foundation	foundation	NOUN
ejpam-6257	287	3	now	now	ADV
ejpam-6257	287	4	invites	invite	VERB
ejpam-6257	287	5	largerscale	largerscale	NOUN
ejpam-6257	287	6	studies	study	NOUN
ejpam-6257	287	7	involving	involve	VERB
ejpam-6257	287	8	more	more	ADV
ejpam-6257	287	9	diverse	diverse	ADJ
ejpam-6257	287	10	student	student	NOUN
ejpam-6257	287	11	populations	population	NOUN
ejpam-6257	287	12	,	,	PUNCT
ejpam-6257	287	13	which	which	PRON
ejpam-6257	287	14	would	would	AUX
ejpam-6257	287	15	further	far	ADV
ejpam-6257	287	16	validate	validate	VERB
ejpam-6257	287	17	and	and	CCONJ
ejpam-6257	287	18	strengthen	strengthen	VERB
ejpam-6257	287	19	the	the	DET
ejpam-6257	287	20	model	model	NOUN
ejpam-6257	287	21	’s	’s	PART
ejpam-6257	287	22	reliability	reliability	NOUN
ejpam-6257	287	23	.	.	PUNCT
ejpam-6257	288	1	finally	finally	ADV
ejpam-6257	288	2	,	,	PUNCT
ejpam-6257	288	3	while	while	SCONJ
ejpam-6257	288	4	the	the	DET
ejpam-6257	288	5	current	current	ADJ
ejpam-6257	288	6	system	system	NOUN
ejpam-6257	288	7	operates	operate	VERB
ejpam-6257	288	8	based	base	VERB
ejpam-6257	288	9	on	on	ADP
ejpam-6257	288	10	predefined	predefine	VERB
ejpam-6257	288	11	rules	rule	NOUN
ejpam-6257	288	12	,	,	PUNCT
ejpam-6257	288	13	its	its	PRON
ejpam-6257	288	14	performance	performance	NOUN
ejpam-6257	288	15	could	could	AUX
ejpam-6257	288	16	be	be	AUX
ejpam-6257	288	17	enhanced	enhance	VERB
ejpam-6257	288	18	by	by	ADP
ejpam-6257	288	19	incorporating	incorporate	VERB
ejpam-6257	288	20	adaptive	adaptive	ADJ
ejpam-6257	288	21	learning	learn	VERB
ejpam-6257	288	22	mechanisms	mechanism	NOUN
ejpam-6257	288	23	.	.	PUNCT
ejpam-6257	289	1	future	future	ADJ
ejpam-6257	289	2	iterations	iteration	NOUN
ejpam-6257	289	3	may	may	AUX
ejpam-6257	289	4	blend	blend	VERB
ejpam-6257	289	5	fuzzy	fuzzy	ADJ
ejpam-6257	289	6	logic	logic	NOUN
ejpam-6257	289	7	with	with	ADP
ejpam-6257	289	8	machine	machine	NOUN
ejpam-6257	289	9	learning	learning	NOUN
ejpam-6257	289	10	,	,	PUNCT
ejpam-6257	289	11	allowing	allow	VERB
ejpam-6257	289	12	the	the	DET
ejpam-6257	289	13	system	system	NOUN
ejpam-6257	289	14	to	to	PART
ejpam-6257	289	15	evolve	evolve	VERB
ejpam-6257	289	16	and	and	CCONJ
ejpam-6257	289	17	improve	improve	VERB
ejpam-6257	289	18	continuously	continuously	ADV
ejpam-6257	289	19	based	base	VERB
ejpam-6257	289	20	on	on	ADP
ejpam-6257	289	21	feedback	feedback	NOUN
ejpam-6257	289	22	and	and	CCONJ
ejpam-6257	289	23	new	new	ADJ
ejpam-6257	289	24	data	datum	NOUN
ejpam-6257	289	25	.	.	PUNCT
ejpam-6257	290	1	these	these	DET
ejpam-6257	290	2	enhancements	enhancement	NOUN
ejpam-6257	290	3	would	would	AUX
ejpam-6257	290	4	further	far	ADV
ejpam-6257	290	5	solidify	solidify	VERB
ejpam-6257	290	6	the	the	DET
ejpam-6257	290	7	system	system	NOUN
ejpam-6257	290	8	’s	’s	PART
ejpam-6257	290	9	value	value	NOUN
ejpam-6257	290	10	as	as	ADP
ejpam-6257	290	11	a	a	DET
ejpam-6257	290	12	reliable	reliable	ADJ
ejpam-6257	290	13	,	,	PUNCT
ejpam-6257	290	14	scalable	scalable	ADJ
ejpam-6257	290	15	,	,	PUNCT
ejpam-6257	290	16	and	and	CCONJ
ejpam-6257	290	17	intelligent	intelligent	ADJ
ejpam-6257	290	18	grading	grading	NOUN
ejpam-6257	290	19	solution	solution	NOUN
ejpam-6257	290	20	.	.	PUNCT
ejpam-6257	291	1	6	6	X
ejpam-6257	291	2	.	.	X
ejpam-6257	291	3	conclusion	conclusion	NOUN
ejpam-6257	291	4	the	the	DET
ejpam-6257	291	5	fuzzy	fuzzy	ADJ
ejpam-6257	291	6	logic	logic	NOUN
ejpam-6257	291	7	grading	grade	VERB
ejpam-6257	291	8	system	system	NOUN
ejpam-6257	291	9	demonstrates	demonstrate	VERB
ejpam-6257	291	10	high	high	ADJ
ejpam-6257	291	11	precision	precision	NOUN
ejpam-6257	291	12	and	and	CCONJ
ejpam-6257	291	13	reliability	reliability	NOUN
ejpam-6257	291	14	in	in	ADP
ejpam-6257	291	15	all	all	DET
ejpam-6257	291	16	three	three	NUM
ejpam-6257	291	17	courses	course	NOUN
ejpam-6257	291	18	,	,	PUNCT
ejpam-6257	291	19	with	with	ADP
ejpam-6257	291	20	strong	strong	ADJ
ejpam-6257	291	21	correlations	correlation	NOUN
ejpam-6257	291	22	(	(	PUNCT
ejpam-6257	291	23	0.98	0.98	NUM
ejpam-6257	291	24	)	)	PUNCT
ejpam-6257	291	25	and	and	CCONJ
ejpam-6257	291	26	values	value	NOUN
ejpam-6257	291	27	of	of	ADP
ejpam-6257	291	28	r	r	NOUN
ejpam-6257	291	29	squares	square	NOUN
ejpam-6257	291	30	ranging	range	VERB
ejpam-6257	291	31	from	from	ADP
ejpam-6257	291	32	0.94	0.94	NUM
ejpam-6257	291	33	to	to	ADP
ejpam-6257	291	34	0.99	0.99	NUM
ejpam-6257	291	35	,	,	PUNCT
ejpam-6257	291	36	confirming	confirm	VERB
ejpam-6257	291	37	its	its	PRON
ejpam-6257	291	38	effectiveness	effectiveness	NOUN
ejpam-6257	291	39	in	in	ADP
ejpam-6257	291	40	replicating	replicate	VERB
ejpam-6257	291	41	the	the	DET
ejpam-6257	291	42	professor	professor	NOUN
ejpam-6257	291	43	’s	’s	PART
ejpam-6257	291	44	grading	grade	VERB
ejpam-6257	291	45	behavior	behavior	NOUN
ejpam-6257	291	46	.	.	PUNCT
ejpam-6257	292	1	low	low	ADJ
ejpam-6257	292	2	error	error	NOUN
ejpam-6257	292	3	metrics	metric	NOUN
ejpam-6257	292	4	mae	mae	PROPN
ejpam-6257	292	5	(	(	PUNCT
ejpam-6257	292	6	as	as	ADV
ejpam-6257	292	7	low	low	ADJ
ejpam-6257	292	8	as	as	ADP
ejpam-6257	292	9	0.2883	0.2883	NUM
ejpam-6257	292	10	)	)	PUNCT
ejpam-6257	292	11	and	and	CCONJ
ejpam-6257	292	12	rmse	rmse	ADJ
ejpam-6257	292	13	(	(	PUNCT
ejpam-6257	292	14	as	as	ADV
ejpam-6257	292	15	low	low	ADJ
ejpam-6257	292	16	as	as	ADP
ejpam-6257	292	17	0.3732	0.3732	NUM
ejpam-6257	292	18	)	)	PUNCT
ejpam-6257	292	19	indicate	indicate	VERB
ejpam-6257	292	20	minimal	minimal	ADJ
ejpam-6257	292	21	deviation	deviation	NOUN
ejpam-6257	292	22	between	between	ADP
ejpam-6257	292	23	the	the	DET
ejpam-6257	292	24	fuzzy	fuzzy	ADJ
ejpam-6257	292	25	system	system	NOUN
ejpam-6257	292	26	and	and	CCONJ
ejpam-6257	292	27	instructor	instructor	NOUN
ejpam-6257	292	28	grades	grade	NOUN
ejpam-6257	292	29	,	,	PUNCT
ejpam-6257	292	30	supporting	support	VERB
ejpam-6257	292	31	the	the	DET
ejpam-6257	292	32	precision	precision	NOUN
ejpam-6257	292	33	of	of	ADP
ejpam-6257	292	34	the	the	DET
ejpam-6257	292	35	model	model	NOUN
ejpam-6257	292	36	in	in	ADP
ejpam-6257	292	37	assessing	assess	VERB
ejpam-6257	292	38	different	different	ADJ
ejpam-6257	292	39	levels	level	NOUN
ejpam-6257	292	40	of	of	ADP
ejpam-6257	292	41	student	student	NOUN
ejpam-6257	292	42	performance	performance	NOUN
ejpam-6257	292	43	.	.	PUNCT
ejpam-6257	293	1	although	although	SCONJ
ejpam-6257	293	2	slight	slight	ADJ
ejpam-6257	293	3	biases	bias	NOUN
ejpam-6257	293	4	were	be	AUX
ejpam-6257	293	5	observed	observe	VERB
ejpam-6257	293	6	(	(	PUNCT
ejpam-6257	293	7	mbe	mbe	PROPN
ejpam-6257	293	8	between	between	ADP
ejpam-6257	293	9	-0.01	-0.01	NUM
ejpam-6257	293	10	and	and	CCONJ
ejpam-6257	293	11	+0.29	+0.29	NOUN
ejpam-6257	293	12	)	)	PUNCT
ejpam-6257	293	13	,	,	PUNCT
ejpam-6257	293	14	these	these	PRON
ejpam-6257	293	15	remain	remain	VERB
ejpam-6257	293	16	within	within	ADP
ejpam-6257	293	17	acceptable	acceptable	ADJ
ejpam-6257	293	18	limits	limit	NOUN
ejpam-6257	293	19	and	and	CCONJ
ejpam-6257	293	20	do	do	AUX
ejpam-6257	293	21	not	not	PART
ejpam-6257	293	22	significantly	significantly	ADV
ejpam-6257	293	23	impact	impact	VERB
ejpam-6257	293	24	grade	grade	NOUN
ejpam-6257	293	25	categories	category	NOUN
ejpam-6257	293	26	,	,	PUNCT
ejpam-6257	293	27	maintaining	maintain	VERB
ejpam-6257	293	28	fairness	fairness	NOUN
ejpam-6257	293	29	and	and	CCONJ
ejpam-6257	293	30	consistency	consistency	NOUN
ejpam-6257	293	31	in	in	ADP
ejpam-6257	293	32	evaluation	evaluation	NOUN
ejpam-6257	293	33	.	.	PUNCT
ejpam-6257	294	1	visual	visual	ADJ
ejpam-6257	294	2	comparisons	comparison	NOUN
ejpam-6257	294	3	and	and	CCONJ
ejpam-6257	294	4	heatmap	heatmap	NOUN
ejpam-6257	294	5	correlations	correlation	NOUN
ejpam-6257	294	6	further	far	ADV
ejpam-6257	294	7	validate	validate	VERB
ejpam-6257	294	8	the	the	DET
ejpam-6257	294	9	fuzzy	fuzzy	ADJ
ejpam-6257	294	10	system	system	NOUN
ejpam-6257	294	11	’s	’s	PART
ejpam-6257	294	12	ability	ability	NOUN
ejpam-6257	294	13	to	to	PART
ejpam-6257	294	14	emulate	emulate	VERB
ejpam-6257	294	15	human	human	ADJ
ejpam-6257	294	16	grading	grade	VERB
ejpam-6257	294	17	trends	trend	NOUN
ejpam-6257	294	18	,	,	PUNCT
ejpam-6257	294	19	making	make	VERB
ejpam-6257	294	20	it	it	PRON
ejpam-6257	294	21	a	a	DET
ejpam-6257	294	22	promising	promising	ADJ
ejpam-6257	294	23	tool	tool	NOUN
ejpam-6257	294	24	for	for	ADP
ejpam-6257	294	25	scalable	scalable	ADJ
ejpam-6257	294	26	,	,	PUNCT
ejpam-6257	294	27	automated	automated	ADJ
ejpam-6257	294	28	assessment	assessment	NOUN
ejpam-6257	294	29	in	in	ADP
ejpam-6257	294	30	mathematical	mathematical	ADJ
ejpam-6257	294	31	proof	proof	NOUN
ejpam-6257	294	32	-	-	PUNCT
ejpam-6257	294	33	based	base	VERB
ejpam-6257	294	34	courses	course	NOUN
ejpam-6257	294	35	.	.	PUNCT
ejpam-6257	295	1	m.	m.	NOUN
ejpam-6257	295	2	m.	m.	PROPN
ejpam-6257	295	3	alkandari	alkandari	PROPN
ejpam-6257	295	4	,	,	PUNCT
ejpam-6257	295	5	a.	a.	PROPN
ejpam-6257	295	6	h.	h.	PROPN
ejpam-6257	295	7	alajmi	alajmi	PROPN
ejpam-6257	295	8	/	/	SYM
ejpam-6257	295	9	eur	eur	PROPN
ejpam-6257	295	10	.	.	PUNCT
ejpam-6257	296	1	j.	j.	PROPN
ejpam-6257	296	2	pure	pure	PROPN
ejpam-6257	296	3	appl	appl	PROPN
ejpam-6257	296	4	.	.	PROPN
ejpam-6257	296	5	math	math	PROPN
ejpam-6257	296	6	,	,	PUNCT
ejpam-6257	296	7	18	18	NUM
ejpam-6257	296	8	(	(	PUNCT
ejpam-6257	296	9	3	3	NUM
ejpam-6257	296	10	)	)	PUNCT
ejpam-6257	296	11	(	(	PUNCT
ejpam-6257	296	12	2025	2025	NUM
ejpam-6257	296	13	)	)	PUNCT
ejpam-6257	296	14	,	,	PUNCT
ejpam-6257	296	15	6257	6257	NUM
ejpam-6257	296	16	20	20	NUM
ejpam-6257	296	17	of	of	ADP
ejpam-6257	296	18	25	25	NUM
ejpam-6257	296	19	references	reference	NOUN
ejpam-6257	296	20	[	[	X
ejpam-6257	296	21	1	1	NUM
ejpam-6257	296	22	]	]	PUNCT
ejpam-6257	296	23	m.	m.	NOUN
ejpam-6257	296	24	ziaei	ziaei	PROPN
ejpam-6257	296	25	ghahnavieh	ghahnavieh	PROPN
ejpam-6257	296	26	,	,	PUNCT
ejpam-6257	296	27	h.	h.	PROPN
ejpam-6257	296	28	habibi	habibi	PROPN
ejpam-6257	296	29	manesh	manesh	PROPN
ejpam-6257	296	30	,	,	PUNCT
ejpam-6257	296	31	and	and	CCONJ
ejpam-6257	296	32	s.	s.	PROPN
ejpam-6257	296	33	sheikhmoradi	sheikhmoradi	PROPN
ejpam-6257	296	34	,	,	PUNCT
ejpam-6257	296	35	“	"	PUNCT
ejpam-6257	296	36	comparative	comparative	ADJ
ejpam-6257	296	37	comparison	comparison	NOUN
ejpam-6257	296	38	of	of	ADP
ejpam-6257	296	39	fuzzy	fuzzy	ADJ
ejpam-6257	296	40	logic	logic	NOUN
ejpam-6257	296	41	and	and	CCONJ
ejpam-6257	296	42	classical	classical	ADJ
ejpam-6257	296	43	logic	logic	NOUN
ejpam-6257	296	44	,	,	PUNCT
ejpam-6257	296	45	”	"	PUNCT
ejpam-6257	296	46	international	international	ADJ
ejpam-6257	296	47	journal	journal	NOUN
ejpam-6257	296	48	of	of	ADP
ejpam-6257	296	49	nonlinear	nonlinear	ADJ
ejpam-6257	296	50	analysis	analysis	NOUN
ejpam-6257	296	51	and	and	CCONJ
ejpam-6257	296	52	applications	application	NOUN
ejpam-6257	296	53	,	,	PUNCT
ejpam-6257	296	54	vol	vol	NOUN
ejpam-6257	296	55	.	.	PROPN
ejpam-6257	296	56	15	15	NUM
ejpam-6257	296	57	,	,	PUNCT
ejpam-6257	296	58	2024	2024	NUM
ejpam-6257	296	59	.	.	PUNCT
ejpam-6257	297	1	[	[	X
ejpam-6257	297	2	2	2	NUM
ejpam-6257	297	3	]	]	PUNCT
ejpam-6257	297	4	a.	a.	NOUN
ejpam-6257	297	5	kalampakas	kalampakas	PROPN
ejpam-6257	297	6	,	,	PUNCT
ejpam-6257	297	7	s.	s.	PROPN
ejpam-6257	297	8	spartalis	spartalis	PROPN
ejpam-6257	297	9	,	,	PUNCT
ejpam-6257	297	10	and	and	CCONJ
ejpam-6257	297	11	l.	l.	PROPN
ejpam-6257	297	12	iliadis	iliadis	PROPN
ejpam-6257	297	13	,	,	PUNCT
ejpam-6257	297	14	“	"	PUNCT
ejpam-6257	297	15	fuzzy	fuzzy	ADJ
ejpam-6257	297	16	pattern	pattern	NOUN
ejpam-6257	297	17	recognition	recognition	NOUN
ejpam-6257	297	18	:	:	PUNCT
ejpam-6257	297	19	syntactic	syntactic	ADJ
ejpam-6257	297	20	recognizability	recognizability	NOUN
ejpam-6257	297	21	of	of	ADP
ejpam-6257	297	22	graphs	graph	NOUN
ejpam-6257	297	23	with	with	ADP
ejpam-6257	297	24	fuzzy	fuzzy	ADJ
ejpam-6257	297	25	attributes	attribute	NOUN
ejpam-6257	297	26	,	,	PUNCT
ejpam-6257	297	27	”	"	PUNCT
ejpam-6257	297	28	fuzzy	fuzzy	ADJ
ejpam-6257	297	29	sets	set	NOUN
ejpam-6257	297	30	and	and	CCONJ
ejpam-6257	297	31	systems	system	NOUN
ejpam-6257	297	32	,	,	PUNCT
ejpam-6257	297	33	2013	2013	NUM
ejpam-6257	297	34	.	.	PUNCT
ejpam-6257	298	1	[	[	X
ejpam-6257	298	2	3	3	X
ejpam-6257	298	3	]	]	PUNCT
ejpam-6257	298	4	k.	k.	PROPN
ejpam-6257	298	5	umbleja	umbleja	PROPN
ejpam-6257	298	6	,	,	PUNCT
ejpam-6257	298	7	“	"	PUNCT
ejpam-6257	298	8	students	student	NOUN
ejpam-6257	298	9	’	'	PUNCT
ejpam-6257	298	10	grading	grade	VERB
ejpam-6257	298	11	control	control	NOUN
ejpam-6257	298	12	and	and	CCONJ
ejpam-6257	298	13	visualization	visualization	NOUN
ejpam-6257	298	14	in	in	ADP
ejpam-6257	298	15	competence	competence	NOUN
ejpam-6257	298	16	-	-	PUNCT
ejpam-6257	298	17	based	base	VERB
ejpam-6257	298	18	learning	learning	NOUN
ejpam-6257	298	19	approach	approach	NOUN
ejpam-6257	298	20	,	,	PUNCT
ejpam-6257	298	21	”	"	PUNCT
ejpam-6257	298	22	in	in	ADP
ejpam-6257	298	23	proc	proc	NOUN
ejpam-6257	298	24	.	.	PUNCT
ejpam-6257	299	1	ieee	ieee	PROPN
ejpam-6257	299	2	global	global	PROPN
ejpam-6257	299	3	eng	eng	PROPN
ejpam-6257	299	4	.	.	PUNCT
ejpam-6257	299	5	education	education	PROPN
ejpam-6257	299	6	conf	conf	NOUN
ejpam-6257	299	7	.	.	PUNCT
ejpam-6257	300	1	(	(	PUNCT
ejpam-6257	300	2	educon	educon	NOUN
ejpam-6257	300	3	)	)	PUNCT
ejpam-6257	300	4	,	,	PUNCT
ejpam-6257	300	5	2015	2015	NUM
ejpam-6257	300	6	,	,	PUNCT
ejpam-6257	300	7	pp	pp	ADV
ejpam-6257	300	8	.	.	PUNCT
ejpam-6257	301	1	287–296	287–296	NUM
ejpam-6257	301	2	.	.	PUNCT
ejpam-6257	302	1	[	[	X
ejpam-6257	302	2	4	4	X
ejpam-6257	302	3	]	]	PUNCT
ejpam-6257	302	4	j.	j.	PROPN
ejpam-6257	302	5	domingo	domingo	PROPN
ejpam-6257	302	6	peña	peña	PROPN
ejpam-6257	302	7	and	and	CCONJ
ejpam-6257	302	8	h.	h.	PROPN
ejpam-6257	302	9	mart́ınez	mart́ınez	PROPN
ejpam-6257	302	10	garćıa	garćıa	NOUN
ejpam-6257	302	11	,	,	PUNCT
ejpam-6257	302	12	“	"	PUNCT
ejpam-6257	302	13	fuzzy	fuzzy	ADJ
ejpam-6257	302	14	logic	logic	NOUN
ejpam-6257	302	15	-	-	PUNCT
ejpam-6257	302	16	based	base	VERB
ejpam-6257	302	17	assessment	assessment	NOUN
ejpam-6257	302	18	adjust	adjust	NOUN
ejpam-6257	302	19	of	of	ADP
ejpam-6257	302	20	multiple	multiple	ADJ
ejpam-6257	302	21	choice	choice	NOUN
ejpam-6257	302	22	questionnaires	questionnaire	NOUN
ejpam-6257	302	23	,	,	PUNCT
ejpam-6257	302	24	”	"	PUNCT
ejpam-6257	302	25	in	in	ADP
ejpam-6257	302	26	proc	proc	NOUN
ejpam-6257	302	27	.	.	PUNCT
ejpam-6257	303	1	50th	50th	ADJ
ejpam-6257	303	2	annu	annu	NOUN
ejpam-6257	303	3	.	.	PUNCT
ejpam-6257	303	4	conf	conf	NOUN
ejpam-6257	303	5	.	.	PUNCT
ejpam-6257	304	1	eur	eur	PROPN
ejpam-6257	304	2	.	.	PUNCT
ejpam-6257	304	3	soc	soc	PROPN
ejpam-6257	304	4	.	.	PUNCT
ejpam-6257	305	1	eng	eng	PROPN
ejpam-6257	305	2	.	.	PROPN
ejpam-6257	305	3	educ	educ	PROPN
ejpam-6257	305	4	.	.	PUNCT
ejpam-6257	306	1	(	(	PUNCT
ejpam-6257	306	2	sefi	sefi	PROPN
ejpam-6257	306	3	)	)	PUNCT
ejpam-6257	306	4	,	,	PUNCT
ejpam-6257	306	5	2022	2022	NUM
ejpam-6257	306	6	,	,	PUNCT
ejpam-6257	306	7	pp	pp	ADV
ejpam-6257	306	8	.	.	PUNCT
ejpam-6257	307	1	1–11	1–11	NOUN
ejpam-6257	307	2	.	.	PUNCT
ejpam-6257	308	1	[	[	X
ejpam-6257	308	2	5	5	X
ejpam-6257	308	3	]	]	PUNCT
ejpam-6257	308	4	j.	j.	PROPN
ejpam-6257	308	5	a.	a.	PROPN
ejpam-6257	308	6	rojas	rojas	PROPN
ejpam-6257	308	7	,	,	PUNCT
ejpam-6257	308	8	h.	h.	PROPN
ejpam-6257	308	9	e.	e.	PROPN
ejpam-6257	308	10	espitia	espitia	PROPN
ejpam-6257	308	11	,	,	PUNCT
ejpam-6257	308	12	and	and	CCONJ
ejpam-6257	308	13	l.	l.	PROPN
ejpam-6257	308	14	a.	a.	PROPN
ejpam-6257	308	15	bejarano	bejarano	PROPN
ejpam-6257	308	16	,	,	PUNCT
ejpam-6257	308	17	“	"	PUNCT
ejpam-6257	308	18	design	design	NOUN
ejpam-6257	308	19	and	and	CCONJ
ejpam-6257	308	20	optimization	optimization	NOUN
ejpam-6257	308	21	of	of	ADP
ejpam-6257	308	22	a	a	DET
ejpam-6257	308	23	fuzzy	fuzzy	ADJ
ejpam-6257	308	24	logic	logic	NOUN
ejpam-6257	308	25	system	system	NOUN
ejpam-6257	308	26	for	for	ADP
ejpam-6257	308	27	academic	academic	ADJ
ejpam-6257	308	28	performance	performance	NOUN
ejpam-6257	308	29	prediction	prediction	NOUN
ejpam-6257	308	30	,	,	PUNCT
ejpam-6257	308	31	”	"	PUNCT
ejpam-6257	308	32	symmetry	symmetry	NOUN
ejpam-6257	308	33	,	,	PUNCT
ejpam-6257	308	34	vol	vol	NOUN
ejpam-6257	308	35	.	.	PROPN
ejpam-6257	308	36	13	13	NUM
ejpam-6257	308	37	,	,	PUNCT
ejpam-6257	308	38	2021	2021	NUM
ejpam-6257	308	39	,	,	PUNCT
ejpam-6257	308	40	p.	p.	NOUN
ejpam-6257	308	41	133	133	NUM
ejpam-6257	308	42	.	.	PUNCT
ejpam-6257	309	1	[	[	X
ejpam-6257	309	2	6	6	NUM
ejpam-6257	309	3	]	]	PUNCT
ejpam-6257	309	4	d.	d.	PROPN
ejpam-6257	309	5	vora	vora	PROPN
ejpam-6257	309	6	and	and	CCONJ
ejpam-6257	309	7	v.	v.	ADP
ejpam-6257	309	8	tulshyan	tulshyan	ADJ
ejpam-6257	309	9	,	,	PUNCT
ejpam-6257	309	10	“	"	PUNCT
ejpam-6257	309	11	a	a	DET
ejpam-6257	309	12	study	study	NOUN
ejpam-6257	309	13	on	on	ADP
ejpam-6257	309	14	methodology	methodology	NOUN
ejpam-6257	309	15	of	of	ADP
ejpam-6257	309	16	fuzzy	fuzzy	ADJ
ejpam-6257	309	17	logic	logic	NOUN
ejpam-6257	309	18	,	,	PUNCT
ejpam-6257	309	19	”	"	PUNCT
ejpam-6257	309	20	silver	silver	NOUN
ejpam-6257	309	21	oak	oak	NOUN
ejpam-6257	309	22	college	college	NOUN
ejpam-6257	309	23	of	of	ADP
ejpam-6257	309	24	engineering	engineering	NOUN
ejpam-6257	309	25	and	and	CCONJ
ejpam-6257	309	26	technology	technology	NOUN
ejpam-6257	309	27	,	,	PUNCT
ejpam-6257	309	28	2022	2022	NUM
ejpam-6257	309	29	.	.	PUNCT
ejpam-6257	310	1	https://www.ijnrd.org/viewpaperforall	https://www.ijnrd.org/viewpaperforall	X
ejpam-6257	310	2	.	.	PUNCT
ejpam-6257	311	1	php?paper	php?paper	NOUN
ejpam-6257	311	2	=	=	SYM
ejpam-6257	311	3	ijnrd2310398	ijnrd2310398	PROPN
ejpam-6257	311	4	[	[	X
ejpam-6257	311	5	7	7	NUM
ejpam-6257	311	6	]	]	X
ejpam-6257	311	7	i.	i.	PROPN
ejpam-6257	311	8	m.	m.	PROPN
ejpam-6257	311	9	tsidylo	tsidylo	PROPN
ejpam-6257	311	10	et	et	PROPN
ejpam-6257	311	11	al	al	PROPN
ejpam-6257	311	12	.	.	PROPN
ejpam-6257	311	13	,	,	PUNCT
ejpam-6257	311	14	“	"	PUNCT
ejpam-6257	311	15	simulation	simulation	NOUN
ejpam-6257	311	16	of	of	ADP
ejpam-6257	311	17	intellectual	intellectual	ADJ
ejpam-6257	311	18	system	system	NOUN
ejpam-6257	311	19	for	for	ADP
ejpam-6257	311	20	evaluation	evaluation	NOUN
ejpam-6257	311	21	of	of	ADP
ejpam-6257	311	22	multilevel	multilevel	ADJ
ejpam-6257	311	23	test	test	NOUN
ejpam-6257	311	24	tasks	task	NOUN
ejpam-6257	311	25	based	base	VERB
ejpam-6257	311	26	on	on	ADP
ejpam-6257	311	27	fuzzy	fuzzy	ADJ
ejpam-6257	311	28	logic	logic	NOUN
ejpam-6257	311	29	,	,	PUNCT
ejpam-6257	311	30	”	"	PUNCT
ejpam-6257	311	31	cte	cte	NOUN
ejpam-6257	311	32	workshop	workshop	NOUN
ejpam-6257	311	33	proc	proc	NOUN
ejpam-6257	311	34	.	.	PUNCT
ejpam-6257	311	35	,	,	PUNCT
ejpam-6257	311	36	vol	vol	NOUN
ejpam-6257	311	37	.	.	PROPN
ejpam-6257	311	38	8	8	NUM
ejpam-6257	311	39	,	,	PUNCT
ejpam-6257	311	40	2021	2021	NUM
ejpam-6257	311	41	,	,	PUNCT
ejpam-6257	311	42	pp	pp	ADV
ejpam-6257	311	43	.	.	PUNCT
ejpam-6257	312	1	507–520	507–520	NUM
ejpam-6257	312	2	.	.	PUNCT
ejpam-6257	313	1	https://doi.org/10.55056/cte.304	https://doi.org/10.55056/cte.304	PROPN
ejpam-6257	313	2	[	[	X
ejpam-6257	313	3	8	8	NUM
ejpam-6257	313	4	]	]	PUNCT
ejpam-6257	313	5	a.	a.	NOUN
ejpam-6257	313	6	kaplan	kaplan	PROPN
ejpam-6257	313	7	,	,	PUNCT
ejpam-6257	313	8	m.	m.	NOUN
ejpam-6257	313	9	doruk	doruk	PROPN
ejpam-6257	313	10	,	,	PUNCT
ejpam-6257	313	11	and	and	CCONJ
ejpam-6257	313	12	f.	f.	PROPN
ejpam-6257	313	13	özdemir	özdemir	PROPN
ejpam-6257	313	14	,	,	PUNCT
ejpam-6257	313	15	“	"	PUNCT
ejpam-6257	313	16	opinions	opinion	NOUN
ejpam-6257	313	17	of	of	ADP
ejpam-6257	313	18	pre	pre	ADJ
ejpam-6257	313	19	-	-	ADJ
ejpam-6257	313	20	service	service	ADJ
ejpam-6257	313	21	primary	primary	ADJ
ejpam-6257	313	22	mathematics	mathematics	NOUN
ejpam-6257	313	23	teachers	teacher	NOUN
ejpam-6257	313	24	about	about	ADP
ejpam-6257	313	25	problem	problem	NOUN
ejpam-6257	313	26	solving	solve	VERB
ejpam-6257	313	27	and	and	CCONJ
ejpam-6257	313	28	proving	prove	VERB
ejpam-6257	313	29	,	,	PUNCT
ejpam-6257	313	30	”	"	PUNCT
ejpam-6257	313	31	middle	middle	ADJ
ejpam-6257	313	32	eastern	eastern	ADJ
ejpam-6257	313	33	and	and	CCONJ
ejpam-6257	313	34	african	african	ADJ
ejpam-6257	313	35	j.	j.	PROPN
ejpam-6257	313	36	educ	educ	PROPN
ejpam-6257	313	37	.	.	PUNCT
ejpam-6257	314	1	res	re	NOUN
ejpam-6257	314	2	.	.	PROPN
ejpam-6257	314	3	,	,	PUNCT
ejpam-6257	314	4	vol	vol	NOUN
ejpam-6257	314	5	.	.	PROPN
ejpam-6257	314	6	14	14	NUM
ejpam-6257	314	7	,	,	PUNCT
ejpam-6257	314	8	2015	2015	NUM
ejpam-6257	314	9	,	,	PUNCT
ejpam-6257	314	10	pp	pp	ADJ
ejpam-6257	314	11	.	.	PUNCT
ejpam-6257	315	1	31–47	31–47	NUM
ejpam-6257	315	2	.	.	PUNCT
ejpam-6257	316	1	[	[	X
ejpam-6257	316	2	9	9	NUM
ejpam-6257	316	3	]	]	PUNCT
ejpam-6257	316	4	a.	a.	NOUN
ejpam-6257	316	5	h.	h.	PROPN
ejpam-6257	316	6	al	al	PROPN
ejpam-6257	316	7	-	-	PUNCT
ejpam-6257	316	8	ajmi	ajmi	PROPN
ejpam-6257	316	9	and	and	CCONJ
ejpam-6257	316	10	m.	m.	NOUN
ejpam-6257	316	11	m.	m.	PROPN
ejpam-6257	316	12	al	al	PROPN
ejpam-6257	316	13	-	-	PUNCT
ejpam-6257	316	14	kandari	kandari	PROPN
ejpam-6257	316	15	,	,	PUNCT
ejpam-6257	316	16	“	"	PUNCT
ejpam-6257	316	17	the	the	DET
ejpam-6257	316	18	impact	impact	NOUN
ejpam-6257	316	19	of	of	ADP
ejpam-6257	316	20	a	a	DET
ejpam-6257	316	21	proposed	propose	VERB
ejpam-6257	316	22	program	program	NOUN
ejpam-6257	316	23	for	for	ADP
ejpam-6257	316	24	teaching	teach	VERB
ejpam-6257	316	25	proof	proof	NOUN
ejpam-6257	316	26	on	on	ADP
ejpam-6257	316	27	university	university	NOUN
ejpam-6257	316	28	students	student	NOUN
ejpam-6257	316	29	’	’	PART
ejpam-6257	316	30	skills	skill	NOUN
ejpam-6257	316	31	in	in	ADP
ejpam-6257	316	32	writing	write	VERB
ejpam-6257	316	33	proof	proof	NOUN
ejpam-6257	316	34	and	and	CCONJ
ejpam-6257	316	35	their	their	PRON
ejpam-6257	316	36	beliefs	belief	NOUN
ejpam-6257	316	37	about	about	ADP
ejpam-6257	316	38	it	it	PRON
ejpam-6257	316	39	,	,	PUNCT
ejpam-6257	316	40	”	"	PUNCT
ejpam-6257	316	41	j.	j.	PROPN
ejpam-6257	316	42	educ	educ	PROPN
ejpam-6257	316	43	.	.	PUNCT
ejpam-6257	317	1	psychol	psychol	PROPN
ejpam-6257	317	2	.	.	PUNCT
ejpam-6257	318	1	sci	sci	PROPN
ejpam-6257	318	2	.	.	PROPN
ejpam-6257	318	3	,	,	PUNCT
ejpam-6257	318	4	vol	vol	NOUN
ejpam-6257	318	5	.	.	PROPN
ejpam-6257	318	6	23	23	NUM
ejpam-6257	318	7	,	,	PUNCT
ejpam-6257	318	8	2022	2022	NUM
ejpam-6257	318	9	,	,	PUNCT
ejpam-6257	318	10	pp	pp	ADJ
ejpam-6257	318	11	.	.	PUNCT
ejpam-6257	319	1	67–95	67–95	NUM
ejpam-6257	319	2	.	.	PUNCT
ejpam-6257	320	1	[	[	X
ejpam-6257	320	2	10	10	NUM
ejpam-6257	320	3	]	]	X
ejpam-6257	320	4	a.	a.	NOUN
ejpam-6257	320	5	h.	h.	PROPN
ejpam-6257	320	6	alajmi	alajmi	PROPN
ejpam-6257	320	7	and	and	CCONJ
ejpam-6257	320	8	m.	m.	NOUN
ejpam-6257	320	9	m.	m.	PROPN
ejpam-6257	320	10	al	al	PROPN
ejpam-6257	320	11	-	-	PUNCT
ejpam-6257	320	12	kandari	kandari	NOUN
ejpam-6257	320	13	,	,	PUNCT
ejpam-6257	320	14	“	"	PUNCT
ejpam-6257	320	15	calculus	calculus	NOUN
ejpam-6257	320	16	1	1	NUM
ejpam-6257	320	17	college	college	NOUN
ejpam-6257	320	18	students	student	NOUN
ejpam-6257	320	19	’	’	PART
ejpam-6257	320	20	concept	concept	NOUN
ejpam-6257	320	21	of	of	ADP
ejpam-6257	320	22	function	function	NOUN
ejpam-6257	320	23	,	,	PUNCT
ejpam-6257	320	24	”	"	PUNCT
ejpam-6257	320	25	int	int	NOUN
ejpam-6257	320	26	.	.	PUNCT
ejpam-6257	321	1	j.	j.	PROPN
ejpam-6257	321	2	math	math	PROPN
ejpam-6257	321	3	.	.	PUNCT
ejpam-6257	322	1	educ	educ	PROPN
ejpam-6257	322	2	.	.	PUNCT
ejpam-6257	323	1	sci	sci	PROPN
ejpam-6257	323	2	.	.	PROPN
ejpam-6257	323	3	technol	technol	PROPN
ejpam-6257	323	4	.	.	PROPN
ejpam-6257	323	5	,	,	PUNCT
ejpam-6257	323	6	vol	vol	NOUN
ejpam-6257	323	7	.	.	PROPN
ejpam-6257	323	8	53	53	NUM
ejpam-6257	323	9	,	,	PUNCT
ejpam-6257	323	10	2020	2020	NUM
ejpam-6257	323	11	,	,	PUNCT
ejpam-6257	323	12	pp	pp	ADV
ejpam-6257	323	13	.	.	PUNCT
ejpam-6257	324	1	251–268	251–268	NUM
ejpam-6257	324	2	.	.	PUNCT
ejpam-6257	325	1	https	https	NOUN
ejpam-6257	325	2	:	:	PUNCT
ejpam-6257	325	3	//doi.org/10.1080/0020739x.2020.1798526	//doi.org/10.1080/0020739x.2020.1798526	PUNCT
ejpam-6257	326	1	[	[	X
ejpam-6257	326	2	11	11	NUM
ejpam-6257	326	3	]	]	PUNCT
ejpam-6257	326	4	a.	a.	NOUN
ejpam-6257	326	5	kalampakas	kalampakas	PROPN
ejpam-6257	326	6	et	et	PROPN
ejpam-6257	326	7	al	al	PROPN
ejpam-6257	326	8	.	.	PROPN
ejpam-6257	326	9	,	,	PUNCT
ejpam-6257	326	10	“	"	PUNCT
ejpam-6257	326	11	a	a	DET
ejpam-6257	326	12	fuzzy	fuzzy	ADJ
ejpam-6257	326	13	logic	logic	NOUN
ejpam-6257	326	14	inference	inference	NOUN
ejpam-6257	326	15	model	model	NOUN
ejpam-6257	326	16	for	for	ADP
ejpam-6257	326	17	the	the	DET
ejpam-6257	326	18	evaluation	evaluation	NOUN
ejpam-6257	326	19	of	of	ADP
ejpam-6257	326	20	the	the	DET
ejpam-6257	326	21	effect	effect	NOUN
ejpam-6257	326	22	of	of	ADP
ejpam-6257	326	23	extrinsic	extrinsic	ADJ
ejpam-6257	326	24	factors	factor	NOUN
ejpam-6257	326	25	on	on	ADP
ejpam-6257	326	26	the	the	DET
ejpam-6257	326	27	transmission	transmission	NOUN
ejpam-6257	326	28	of	of	ADP
ejpam-6257	326	29	infectious	infectious	ADJ
ejpam-6257	326	30	diseases	disease	NOUN
ejpam-6257	326	31	,	,	PUNCT
ejpam-6257	326	32	”	"	PUNCT
ejpam-6257	326	33	mathematics	mathematic	NOUN
ejpam-6257	326	34	,	,	PUNCT
ejpam-6257	326	35	vol	vol	NOUN
ejpam-6257	326	36	.	.	PROPN
ejpam-6257	326	37	12	12	NUM
ejpam-6257	326	38	,	,	PUNCT
ejpam-6257	326	39	no	no	INTJ
ejpam-6257	326	40	.	.	NOUN
ejpam-6257	326	41	5	5	NUM
ejpam-6257	326	42	,	,	PUNCT
ejpam-6257	326	43	2024	2024	NUM
ejpam-6257	326	44	,	,	PUNCT
ejpam-6257	326	45	art	art	NOUN
ejpam-6257	326	46	.	.	PUNCT
ejpam-6257	327	1	no	no	INTJ
ejpam-6257	327	2	.	.	NOUN
ejpam-6257	328	1	648	648	NUM
ejpam-6257	328	2	.	.	PUNCT
ejpam-6257	329	1	[	[	X
ejpam-6257	329	2	12	12	NUM
ejpam-6257	329	3	]	]	PUNCT
ejpam-6257	329	4	m.	m.	NOUN
ejpam-6257	329	5	annabestani	annabestani	PROPN
ejpam-6257	329	6	et	et	PROPN
ejpam-6257	329	7	al	al	PROPN
ejpam-6257	329	8	.	.	PROPN
ejpam-6257	329	9	,	,	PUNCT
ejpam-6257	329	10	“	"	PUNCT
ejpam-6257	329	11	fuzzy	fuzzy	ADJ
ejpam-6257	329	12	descriptive	descriptive	ADJ
ejpam-6257	329	13	evaluation	evaluation	NOUN
ejpam-6257	329	14	system	system	NOUN
ejpam-6257	329	15	:	:	PUNCT
ejpam-6257	329	16	real	real	ADJ
ejpam-6257	329	17	,	,	PUNCT
ejpam-6257	329	18	complete	complete	ADJ
ejpam-6257	329	19	and	and	CCONJ
ejpam-6257	329	20	fair	fair	ADJ
ejpam-6257	329	21	evaluation	evaluation	NOUN
ejpam-6257	329	22	of	of	ADP
ejpam-6257	329	23	students	student	NOUN
ejpam-6257	329	24	,	,	PUNCT
ejpam-6257	329	25	”	"	PUNCT
ejpam-6257	329	26	soft	soft	ADJ
ejpam-6257	329	27	comput	comput	NOUN
ejpam-6257	329	28	.	.	PUNCT
ejpam-6257	329	29	,	,	PUNCT
ejpam-6257	329	30	vol	vol	NOUN
ejpam-6257	329	31	.	.	PROPN
ejpam-6257	329	32	24	24	NUM
ejpam-6257	329	33	,	,	PUNCT
ejpam-6257	329	34	no	no	INTJ
ejpam-6257	329	35	.	.	NOUN
ejpam-6257	329	36	4	4	NUM
ejpam-6257	329	37	,	,	PUNCT
ejpam-6257	329	38	pp	pp	ADJ
ejpam-6257	329	39	.	.	PUNCT
ejpam-6257	330	1	3025–3035	3025–3035	NUM
ejpam-6257	330	2	,	,	PUNCT
ejpam-6257	330	3	may	may	AUX
ejpam-6257	330	4	2019	2019	NUM
ejpam-6257	330	5	.	.	PUNCT
ejpam-6257	331	1	doi:10.1007	doi:10.1007	VERB
ejpam-6257	331	2	/	/	SYM
ejpam-6257	331	3	s00500	s00500	PROPN
ejpam-6257	331	4	-	-	PUNCT
ejpam-6257	331	5	019	019	NUM
ejpam-6257	331	6	-	-	PUNCT
ejpam-6257	331	7	04078	04078	NUM
ejpam-6257	331	8	-	-	SYM
ejpam-6257	331	9	0	0	NUM
ejpam-6257	331	10	.	.	PUNCT
ejpam-6257	332	1	[	[	X
ejpam-6257	332	2	13	13	NUM
ejpam-6257	332	3	]	]	PUNCT
ejpam-6257	332	4	a.	a.	NOUN
ejpam-6257	332	5	aziz	aziz	PROPN
ejpam-6257	332	6	and	and	CCONJ
ejpam-6257	332	7	m.	m.	PROPN
ejpam-6257	332	8	m.	m.	PROPN
ejpam-6257	332	9	a.	a.	PROPN
ejpam-6257	332	10	hashem	hashem	PROPN
ejpam-6257	332	11	,	,	PUNCT
ejpam-6257	332	12	“	"	PUNCT
ejpam-6257	332	13	fuzzy	fuzzy	ADJ
ejpam-6257	332	14	logic	logic	NOUN
ejpam-6257	332	15	-	-	PUNCT
ejpam-6257	332	16	based	base	VERB
ejpam-6257	332	17	assessment	assessment	NOUN
ejpam-6257	332	18	of	of	ADP
ejpam-6257	332	19	students	student	NOUN
ejpam-6257	332	20	learning	learn	VERB
ejpam-6257	332	21	outcome	outcome	NOUN
ejpam-6257	332	22	in	in	ADP
ejpam-6257	332	23	implementing	implement	VERB
ejpam-6257	332	24	outcome	outcome	NOUN
ejpam-6257	332	25	-	-	PUNCT
ejpam-6257	332	26	based	base	VERB
ejpam-6257	332	27	education	education	NOUN
ejpam-6257	332	28	,	,	PUNCT
ejpam-6257	332	29	”	"	PUNCT
ejpam-6257	332	30	in	in	ADP
ejpam-6257	332	31	proc	proc	NOUN
ejpam-6257	332	32	.	.	PUNCT
ejpam-6257	333	1	int	int	NOUN
ejpam-6257	333	2	.	.	PUNCT
ejpam-6257	333	3	conf	conf	PROPN
ejpam-6257	333	4	.	.	PUNCT
ejpam-6257	334	1	big	big	ADJ
ejpam-6257	334	2	data	data	PROPN
ejpam-6257	334	3	,	,	PUNCT
ejpam-6257	334	4	iot	iot	NOUN
ejpam-6257	334	5	,	,	PUNCT
ejpam-6257	334	6	and	and	CCONJ
ejpam-6257	334	7	machine	machine	NOUN
ejpam-6257	334	8	learning	learning	NOUN
ejpam-6257	334	9	,	,	PUNCT
ejpam-6257	334	10	2021	2021	NUM
ejpam-6257	334	11	,	,	PUNCT
ejpam-6257	334	12	pp	pp	ADJ
ejpam-6257	334	13	.	.	PUNCT
ejpam-6257	335	1	745–759	745–759	NUM
ejpam-6257	335	2	.	.	PUNCT
ejpam-6257	336	1	doi:10.1007/978	doi:10.1007/978	PROPN
ejpam-6257	336	2	-	-	PUNCT
ejpam-6257	336	3	981	981	NUM
ejpam-6257	336	4	-	-	PUNCT
ejpam-6257	336	5	16	16	NUM
ejpam-6257	336	6	-	-	PUNCT
ejpam-6257	336	7	6636	6636	NUM
ejpam-6257	336	8	-	-	SYM
ejpam-6257	336	9	0	0	NUM
ejpam-6257	336	10	56	56	NUM
ejpam-6257	336	11	.	.	PUNCT
ejpam-6257	337	1	[	[	X
ejpam-6257	337	2	14	14	NUM
ejpam-6257	337	3	]	]	PUNCT
ejpam-6257	337	4	a.	a.	NOUN
ejpam-6257	337	5	krouska	krouska	PROPN
ejpam-6257	337	6	,	,	PUNCT
ejpam-6257	337	7	c.	c.	PROPN
ejpam-6257	337	8	troussas	troussas	PROPN
ejpam-6257	337	9	,	,	PUNCT
ejpam-6257	337	10	and	and	CCONJ
ejpam-6257	337	11	c.	c.	PROPN
ejpam-6257	337	12	sgouropoulou	sgouropoulou	PROPN
ejpam-6257	337	13	,	,	PUNCT
ejpam-6257	337	14	“	"	PUNCT
ejpam-6257	337	15	fuzzy	fuzzy	ADJ
ejpam-6257	337	16	logic	logic	NOUN
ejpam-6257	337	17	for	for	ADP
ejpam-6257	337	18	refining	refine	VERB
ejpam-6257	337	19	the	the	DET
ejpam-6257	337	20	evaluation	evaluation	NOUN
ejpam-6257	337	21	of	of	ADP
ejpam-6257	337	22	learners	learner	NOUN
ejpam-6257	337	23	’	'	PUNCT
ejpam-6257	337	24	performance	performance	NOUN
ejpam-6257	337	25	in	in	ADP
ejpam-6257	337	26	online	online	ADJ
ejpam-6257	337	27	engineering	engineering	NOUN
ejpam-6257	337	28	education	education	NOUN
ejpam-6257	337	29	,	,	PUNCT
ejpam-6257	337	30	”	"	PUNCT
ejpam-6257	337	31	eur	eur	PROPN
ejpam-6257	337	32	.	.	PUNCT
ejpam-6257	338	1	j.	j.	PROPN
ejpam-6257	338	2	eng	eng	PROPN
ejpam-6257	338	3	.	.	PUNCT
ejpam-6257	339	1	res	res	PROPN
ejpam-6257	339	2	.	.	PUNCT
ejpam-6257	340	1	sci	sci	PROPN
ejpam-6257	340	2	.	.	PROPN
ejpam-6257	340	3	,	,	PUNCT
ejpam-6257	340	4	vol	vol	NOUN
ejpam-6257	340	5	.	.	PROPN
ejpam-6257	340	6	4	4	NUM
ejpam-6257	340	7	,	,	PUNCT
ejpam-6257	340	8	no	no	INTJ
ejpam-6257	340	9	.	.	NOUN
ejpam-6257	340	10	6	6	NUM
ejpam-6257	340	11	,	,	PUNCT
ejpam-6257	340	12	pp	pp	ADJ
ejpam-6257	340	13	.	.	PUNCT
ejpam-6257	341	1	50–56	50–56	NUM
ejpam-6257	341	2	,	,	PUNCT
ejpam-6257	341	3	2019	2019	NUM
ejpam-6257	341	4	.	.	PUNCT
ejpam-6257	342	1	doi:10.24018	doi:10.24018	PROPN
ejpam-6257	342	2	/	/	SYM
ejpam-6257	342	3	ejers.2019.4.6.1369	ejers.2019.4.6.1369	PROPN
ejpam-6257	342	4	.	.	PUNCT
ejpam-6257	343	1	[	[	X
ejpam-6257	343	2	15	15	NUM
ejpam-6257	343	3	]	]	X
ejpam-6257	343	4	p.	p.	NOUN
ejpam-6257	343	5	a.	a.	PROPN
ejpam-6257	343	6	ejegwa	ejegwa	PROPN
ejpam-6257	343	7	et	et	PROPN
ejpam-6257	343	8	al	al	PROPN
ejpam-6257	343	9	.	.	PROPN
ejpam-6257	343	10	,	,	PUNCT
ejpam-6257	343	11	“	"	PUNCT
ejpam-6257	343	12	new	new	ADJ
ejpam-6257	343	13	fermatean	fermatean	NOUN
ejpam-6257	343	14	fuzzy	fuzzy	ADJ
ejpam-6257	343	15	distance	distance	NOUN
ejpam-6257	343	16	metric	metric	ADJ
ejpam-6257	343	17	and	and	CCONJ
ejpam-6257	343	18	its	its	PRON
ejpam-6257	343	19	utilization	utilization	NOUN
ejpam-6257	343	20	in	in	ADP
ejpam-6257	343	21	m.	m.	NOUN
ejpam-6257	343	22	m.	m.	NOUN
ejpam-6257	343	23	alkandari	alkandari	PROPN
ejpam-6257	343	24	,	,	PUNCT
ejpam-6257	343	25	a.	a.	PROPN
ejpam-6257	343	26	h.	h.	PROPN
ejpam-6257	343	27	alajmi	alajmi	PROPN
ejpam-6257	343	28	/	/	SYM
ejpam-6257	343	29	eur	eur	PROPN
ejpam-6257	343	30	.	.	PUNCT
ejpam-6257	344	1	j.	j.	PROPN
ejpam-6257	344	2	pure	pure	PROPN
ejpam-6257	344	3	appl	appl	PROPN
ejpam-6257	344	4	.	.	PROPN
ejpam-6257	344	5	math	math	PROPN
ejpam-6257	344	6	,	,	PUNCT
ejpam-6257	344	7	18	18	NUM
ejpam-6257	344	8	(	(	PUNCT
ejpam-6257	344	9	3	3	NUM
ejpam-6257	344	10	)	)	PUNCT
ejpam-6257	344	11	(	(	PUNCT
ejpam-6257	344	12	2025	2025	NUM
ejpam-6257	344	13	)	)	PUNCT
ejpam-6257	344	14	,	,	PUNCT
ejpam-6257	344	15	6257	6257	NUM
ejpam-6257	344	16	21	21	NUM
ejpam-6257	344	17	of	of	ADP
ejpam-6257	344	18	25	25	NUM
ejpam-6257	344	19	the	the	DET
ejpam-6257	344	20	assessment	assessment	NOUN
ejpam-6257	344	21	of	of	ADP
ejpam-6257	344	22	security	security	NOUN
ejpam-6257	344	23	crises	crisis	NOUN
ejpam-6257	344	24	using	use	VERB
ejpam-6257	344	25	the	the	DET
ejpam-6257	344	26	mcdm	mcdm	ADJ
ejpam-6257	344	27	technique	technique	NOUN
ejpam-6257	344	28	,	,	PUNCT
ejpam-6257	344	29	”	"	PUNCT
ejpam-6257	344	30	mathematics	mathematic	NOUN
ejpam-6257	344	31	,	,	PUNCT
ejpam-6257	344	32	2024	2024	NUM
ejpam-6257	344	33	.	.	PUNCT
ejpam-6257	345	1	doi:10.3390	doi:10.3390	NOUN
ejpam-6257	345	2	/	/	SYM
ejpam-6257	345	3	math12203214	math12203214	PROPN
ejpam-6257	345	4	.	.	PUNCT
ejpam-6257	346	1	[	[	X
ejpam-6257	346	2	16	16	NUM
ejpam-6257	346	3	]	]	X
ejpam-6257	346	4	s.	s.	PROPN
ejpam-6257	346	5	kousar	kousar	VERB
ejpam-6257	346	6	et	et	PROPN
ejpam-6257	346	7	al	al	PROPN
ejpam-6257	346	8	.	.	PROPN
ejpam-6257	346	9	,	,	PUNCT
ejpam-6257	346	10	“	"	PUNCT
ejpam-6257	346	11	multi	multi	ADJ
ejpam-6257	346	12	-	-	ADJ
ejpam-6257	346	13	criteria	criterion	NOUN
ejpam-6257	346	14	decision	decision	NOUN
ejpam-6257	346	15	-	-	PUNCT
ejpam-6257	346	16	making	making	NOUN
ejpam-6257	346	17	for	for	ADP
ejpam-6257	346	18	smog	smog	NOUN
ejpam-6257	346	19	mitigation	mitigation	NOUN
ejpam-6257	346	20	:	:	PUNCT
ejpam-6257	346	21	a	a	DET
ejpam-6257	346	22	comprehensive	comprehensive	ADJ
ejpam-6257	346	23	analysis	analysis	NOUN
ejpam-6257	346	24	of	of	ADP
ejpam-6257	346	25	health	health	NOUN
ejpam-6257	346	26	,	,	PUNCT
ejpam-6257	346	27	economic	economic	ADJ
ejpam-6257	346	28	,	,	PUNCT
ejpam-6257	346	29	and	and	CCONJ
ejpam-6257	346	30	ecological	ecological	ADJ
ejpam-6257	346	31	impacts	impact	NOUN
ejpam-6257	346	32	,	,	PUNCT
ejpam-6257	346	33	”	"	PUNCT
ejpam-6257	346	34	spectrum	spectrum	PROPN
ejpam-6257	346	35	decis	decis	PROPN
ejpam-6257	346	36	.	.	PUNCT
ejpam-6257	346	37	making	make	VERB
ejpam-6257	346	38	appl	appl	PROPN
ejpam-6257	346	39	.	.	PROPN
ejpam-6257	346	40	,	,	PUNCT
ejpam-6257	346	41	2024	2024	NUM
ejpam-6257	346	42	.	.	PUNCT
ejpam-6257	347	1	doi:10.31181	doi:10.31181	PROPN
ejpam-6257	347	2	/	/	SYM
ejpam-6257	347	3	sdmap2120258	sdmap2120258	PROPN
ejpam-6257	347	4	.	.	PUNCT
ejpam-6257	348	1	[	[	X
ejpam-6257	348	2	17	17	NUM
ejpam-6257	348	3	]	]	PUNCT
ejpam-6257	348	4	s.	s.	PROPN
ejpam-6257	348	5	nithya	nithya	PROPN
ejpam-6257	348	6	sri	sri	PROPN
ejpam-6257	348	7	et	et	PROPN
ejpam-6257	348	8	al	al	PROPN
ejpam-6257	348	9	.	.	PROPN
ejpam-6257	348	10	,	,	PUNCT
ejpam-6257	348	11	“	"	PUNCT
ejpam-6257	348	12	an	an	DET
ejpam-6257	348	13	mcdm	mcdm	ADJ
ejpam-6257	348	14	approach	approach	NOUN
ejpam-6257	348	15	on	on	ADP
ejpam-6257	348	16	einstein	einstein	ADJ
ejpam-6257	348	17	aggregation	aggregation	NOUN
ejpam-6257	348	18	operators	operator	NOUN
ejpam-6257	348	19	under	under	ADP
ejpam-6257	348	20	bipolar	bipolar	ADJ
ejpam-6257	348	21	linear	linear	ADJ
ejpam-6257	348	22	diophantine	diophantine	NOUN
ejpam-6257	348	23	fuzzy	fuzzy	ADJ
ejpam-6257	348	24	hypersoft	hypersoft	NOUN
ejpam-6257	348	25	set	set	NOUN
ejpam-6257	348	26	,	,	PUNCT
ejpam-6257	348	27	”	"	PUNCT
ejpam-6257	348	28	heliyon	heliyon	NOUN
ejpam-6257	348	29	,	,	PUNCT
ejpam-6257	348	30	2024	2024	NUM
ejpam-6257	348	31	.	.	PUNCT
ejpam-6257	349	1	doi:10.1016	doi:10.1016	PROPN
ejpam-6257	349	2	/	/	SYM
ejpam-6257	349	3	j.heliyon.2024.e29863	j.heliyon.2024.e29863	PROPN
ejpam-6257	349	4	.	.	PUNCT
ejpam-6257	350	1	[	[	X
ejpam-6257	350	2	18	18	NUM
ejpam-6257	350	3	]	]	X
ejpam-6257	350	4	v.	v.	ADP
ejpam-6257	350	5	jayakumar	jayakumar	PROPN
ejpam-6257	350	6	et	et	PROPN
ejpam-6257	350	7	al	al	PROPN
ejpam-6257	350	8	.	.	PROPN
ejpam-6257	350	9	,	,	PUNCT
ejpam-6257	350	10	“	"	PUNCT
ejpam-6257	350	11	multicriteria	multicriteria	PROPN
ejpam-6257	350	12	group	group	NOUN
ejpam-6257	350	13	decision	decision	NOUN
ejpam-6257	350	14	making	make	VERB
ejpam-6257	350	15	for	for	ADP
ejpam-6257	350	16	prioritizing	prioritize	VERB
ejpam-6257	350	17	iot	iot	ADJ
ejpam-6257	350	18	risk	risk	NOUN
ejpam-6257	350	19	factors	factor	NOUN
ejpam-6257	350	20	with	with	ADP
ejpam-6257	350	21	linear	linear	ADJ
ejpam-6257	350	22	diophantine	diophantine	VERB
ejpam-6257	350	23	fuzzy	fuzzy	ADJ
ejpam-6257	350	24	sets	set	NOUN
ejpam-6257	350	25	and	and	CCONJ
ejpam-6257	350	26	marcosmethod	marcosmethod	NOUN
ejpam-6257	350	27	,	,	PUNCT
ejpam-6257	350	28	”	"	PUNCT
ejpam-6257	350	29	granular	granular	ADJ
ejpam-6257	350	30	comput	comput	NOUN
ejpam-6257	350	31	.	.	PUNCT
ejpam-6257	350	32	,	,	PUNCT
ejpam-6257	350	33	2024	2024	NUM
ejpam-6257	350	34	.	.	PUNCT
ejpam-6257	350	35	doi:10.1007	doi:10.1007	VERB
ejpam-6257	350	36	/	/	SYM
ejpam-6257	350	37	s41066	s41066	NOUN
ejpam-6257	350	38	-	-	PUNCT
ejpam-6257	350	39	024	024	NUM
ejpam-6257	350	40	-	-	PUNCT
ejpam-6257	350	41	00480	00480	NUM
ejpam-6257	350	42	-	-	PUNCT
ejpam-6257	350	43	8	8	NUM
ejpam-6257	350	44	.	.	PUNCT
ejpam-6257	351	1	[	[	X
ejpam-6257	351	2	19	19	NUM
ejpam-6257	351	3	]	]	PUNCT
ejpam-6257	351	4	a.	a.	NOUN
ejpam-6257	351	5	n.	n.	PROPN
ejpam-6257	351	6	surya	surya	PROPN
ejpam-6257	351	7	et	et	PROPN
ejpam-6257	351	8	al	al	PROPN
ejpam-6257	351	9	.	.	PROPN
ejpam-6257	351	10	,	,	PUNCT
ejpam-6257	351	11	“	"	PUNCT
ejpam-6257	351	12	entropy	entropy	VERB
ejpam-6257	351	13	for	for	ADP
ejpam-6257	351	14	q	q	NOUN
ejpam-6257	351	15	-	-	PUNCT
ejpam-6257	351	16	rung	rung	ADJ
ejpam-6257	351	17	linear	linear	NOUN
ejpam-6257	351	18	diophantine	diophantine	VERB
ejpam-6257	351	19	fuzzy	fuzzy	ADJ
ejpam-6257	351	20	hypersoft	hypersoft	NOUN
ejpam-6257	351	21	set	set	VERB
ejpam-6257	351	22	with	with	ADP
ejpam-6257	351	23	its	its	PRON
ejpam-6257	351	24	application	application	NOUN
ejpam-6257	351	25	in	in	ADP
ejpam-6257	351	26	madm	madm	NOUN
ejpam-6257	351	27	,	,	PUNCT
ejpam-6257	351	28	”	"	PUNCT
ejpam-6257	351	29	sci	sci	PROPN
ejpam-6257	351	30	.	.	PROPN
ejpam-6257	351	31	rep	rep	PROPN
ejpam-6257	351	32	.	.	PROPN
ejpam-6257	351	33	,	,	PUNCT
ejpam-6257	351	34	2024	2024	NUM
ejpam-6257	351	35	.	.	PUNCT
ejpam-6257	352	1	doi:10.1038	doi:10.1038	NOUN
ejpam-6257	352	2	/	/	SYM
ejpam-6257	352	3	s41598	s41598	NOUN
ejpam-6257	352	4	-	-	PUNCT
ejpam-6257	352	5	024	024	NUM
ejpam-6257	352	6	-	-	PUNCT
ejpam-6257	352	7	56252	56252	NUM
ejpam-6257	352	8	-	-	SYM
ejpam-6257	352	9	6	6	NUM
ejpam-6257	352	10	.	.	PUNCT
ejpam-6257	353	1	[	[	X
ejpam-6257	353	2	20	20	NUM
ejpam-6257	353	3	]	]	X
ejpam-6257	353	4	n.	n.	PROPN
ejpam-6257	353	5	u.	u.	PROPN
ejpam-6257	353	6	jan	jan	PROPN
ejpam-6257	353	7	,	,	PUNCT
ejpam-6257	353	8	s.	s.	PROPN
ejpam-6257	353	9	naqvi	naqvi	PROPN
ejpam-6257	353	10	,	,	PUNCT
ejpam-6257	353	11	and	and	CCONJ
ejpam-6257	353	12	q.	q.	PROPN
ejpam-6257	353	13	ali	ali	PROPN
ejpam-6257	353	14	,	,	PUNCT
ejpam-6257	353	15	“	"	PUNCT
ejpam-6257	353	16	using	use	VERB
ejpam-6257	353	17	fuzzy	fuzzy	ADJ
ejpam-6257	353	18	logic	logic	NOUN
ejpam-6257	353	19	for	for	ADP
ejpam-6257	353	20	monitoring	monitor	VERB
ejpam-6257	353	21	students	student	NOUN
ejpam-6257	353	22	academic	academic	ADJ
ejpam-6257	353	23	performance	performance	NOUN
ejpam-6257	353	24	in	in	ADP
ejpam-6257	353	25	higher	high	ADJ
ejpam-6257	353	26	education	education	NOUN
ejpam-6257	353	27	,	,	PUNCT
ejpam-6257	353	28	”	"	PUNCT
ejpam-6257	353	29	ieec	ieec	NOUN
ejpam-6257	353	30	,	,	PUNCT
ejpam-6257	353	31	2023	2023	NUM
ejpam-6257	353	32	,	,	PUNCT
ejpam-6257	353	33	p.	p.	NOUN
ejpam-6257	353	34	21	21	NUM
ejpam-6257	353	35	.	.	PUNCT
ejpam-6257	354	1	doi:10.3390	doi:10.3390	PROPN
ejpam-6257	354	2	/	/	SYM
ejpam-6257	354	3	engproc2023046021	engproc2023046021	PROPN
ejpam-6257	354	4	.	.	PUNCT
ejpam-6257	355	1	[	[	X
ejpam-6257	355	2	21	21	NUM
ejpam-6257	355	3	]	]	X
ejpam-6257	355	4	b.	b.	PROPN
ejpam-6257	355	5	k.	k.	PROPN
ejpam-6257	355	6	pathak	pathak	PROPN
ejpam-6257	355	7	,	,	PUNCT
ejpam-6257	355	8	“	"	PUNCT
ejpam-6257	355	9	assessing	assess	VERB
ejpam-6257	355	10	student	student	NOUN
ejpam-6257	355	11	academic	academic	ADJ
ejpam-6257	355	12	performance	performance	NOUN
ejpam-6257	355	13	with	with	ADP
ejpam-6257	355	14	fuzzy	fuzzy	ADJ
ejpam-6257	355	15	expert	expert	NOUN
ejpam-6257	355	16	system	system	NOUN
ejpam-6257	355	17	,	,	PUNCT
ejpam-6257	355	18	”	"	PUNCT
ejpam-6257	355	19	int	int	NOUN
ejpam-6257	355	20	.	.	PUNCT
ejpam-6257	356	1	j.	j.	PROPN
ejpam-6257	356	2	mod	mod	PROPN
ejpam-6257	356	3	.	.	PROPN
ejpam-6257	356	4	educ	educ	PROPN
ejpam-6257	356	5	.	.	PUNCT
ejpam-6257	357	1	comput	comput	PROPN
ejpam-6257	357	2	.	.	PUNCT
ejpam-6257	358	1	sci	sci	PROPN
ejpam-6257	358	2	.	.	PROPN
ejpam-6257	358	3	,	,	PUNCT
ejpam-6257	358	4	vol	vol	NOUN
ejpam-6257	358	5	.	.	PROPN
ejpam-6257	358	6	17	17	NUM
ejpam-6257	358	7	,	,	PUNCT
ejpam-6257	358	8	no	no	INTJ
ejpam-6257	358	9	.	.	NOUN
ejpam-6257	358	10	2	2	NUM
ejpam-6257	358	11	,	,	PUNCT
ejpam-6257	358	12	pp	pp	ADJ
ejpam-6257	358	13	.	.	PUNCT
ejpam-6257	359	1	111–122	111–122	NUM
ejpam-6257	359	2	,	,	PUNCT
ejpam-6257	359	3	2025	2025	NUM
ejpam-6257	359	4	.	.	PUNCT
ejpam-6257	360	1	doi:10.5815	doi:10.5815	NOUN
ejpam-6257	360	2	/	/	SYM
ejpam-6257	360	3	ijmecs.2025.02.05	ijmecs.2025.02.05	ADJ
ejpam-6257	360	4	.	.	PUNCT
ejpam-6257	361	1	[	[	X
ejpam-6257	361	2	22	22	NUM
ejpam-6257	361	3	]	]	X
ejpam-6257	361	4	b.	b.	PROPN
ejpam-6257	361	5	singh	singh	PROPN
ejpam-6257	361	6	and	and	CCONJ
ejpam-6257	361	7	m.	m.	PROPN
ejpam-6257	361	8	sharma	sharma	PROPN
ejpam-6257	361	9	,	,	PUNCT
ejpam-6257	361	10	“	"	PUNCT
ejpam-6257	361	11	comparative	comparative	ADJ
ejpam-6257	361	12	analysis	analysis	NOUN
ejpam-6257	361	13	of	of	ADP
ejpam-6257	361	14	fuzzy	fuzzy	ADJ
ejpam-6257	361	15	logic	logic	NOUN
ejpam-6257	361	16	and	and	CCONJ
ejpam-6257	361	17	statistical	statistical	ADJ
ejpam-6257	361	18	methods	method	NOUN
ejpam-6257	361	19	for	for	ADP
ejpam-6257	361	20	evaluating	evaluate	VERB
ejpam-6257	361	21	academic	academic	ADJ
ejpam-6257	361	22	performance	performance	NOUN
ejpam-6257	361	23	:	:	PUNCT
ejpam-6257	361	24	a	a	DET
ejpam-6257	361	25	case	case	NOUN
ejpam-6257	361	26	study	study	NOUN
ejpam-6257	361	27	,	,	PUNCT
ejpam-6257	361	28	”	"	PUNCT
ejpam-6257	361	29	int	int	NOUN
ejpam-6257	361	30	.	.	PUNCT
ejpam-6257	362	1	j.	j.	PROPN
ejpam-6257	362	2	creative	creative	PROPN
ejpam-6257	362	3	res	re	NOUN
ejpam-6257	362	4	.	.	PUNCT
ejpam-6257	362	5	thoughts	thought	NOUN
ejpam-6257	362	6	,	,	PUNCT
ejpam-6257	362	7	vol	vol	NOUN
ejpam-6257	362	8	.	.	PROPN
ejpam-6257	362	9	2	2	NUM
ejpam-6257	362	10	,	,	PUNCT
ejpam-6257	362	11	2024	2024	NUM
ejpam-6257	362	12	,	,	PUNCT
ejpam-6257	362	13	pp	pp	ADJ
ejpam-6257	362	14	.	.	PUNCT
ejpam-6257	363	1	268–284	268–284	NUM
ejpam-6257	363	2	.	.	PUNCT
ejpam-6257	363	3	https://www.ijcrt.org/papers/ijcrt2412031.pdf	https://www.ijcrt.org/papers/ijcrt2412031.pdf	NOUN
ejpam-6257	364	1	[	[	X
ejpam-6257	364	2	23	23	NUM
ejpam-6257	364	3	]	]	PUNCT
ejpam-6257	364	4	p.	p.	NOUN
ejpam-6257	364	5	sharma	sharma	PROPN
ejpam-6257	364	6	,	,	PUNCT
ejpam-6257	364	7	“	"	PUNCT
ejpam-6257	364	8	a	a	DET
ejpam-6257	364	9	fuzzy	fuzzy	ADJ
ejpam-6257	364	10	approach	approach	NOUN
ejpam-6257	364	11	to	to	ADP
ejpam-6257	364	12	educational	educational	ADJ
ejpam-6257	364	13	grading	grade	VERB
ejpam-6257	364	14	systems	system	NOUN
ejpam-6257	364	15	:	:	PUNCT
ejpam-6257	364	16	fuzzy	fuzzy	ADJ
ejpam-6257	364	17	logic	logic	NOUN
ejpam-6257	364	18	based	base	VERB
ejpam-6257	364	19	grade	grade	NOUN
ejpam-6257	364	20	card	card	NOUN
ejpam-6257	364	21	,	,	PUNCT
ejpam-6257	364	22	”	"	PUNCT
ejpam-6257	364	23	fuzzy	fuzzy	ADJ
ejpam-6257	364	24	syst	syst	NOUN
ejpam-6257	364	25	.	.	PUNCT
ejpam-6257	364	26	,	,	PUNCT
ejpam-6257	364	27	pp	pp	PROPN
ejpam-6257	364	28	.	.	PUNCT
ejpam-6257	365	1	1–10	1–10	NOUN
ejpam-6257	365	2	.	.	PUNCT
ejpam-6257	366	1	[	[	X
ejpam-6257	366	2	24	24	NUM
ejpam-6257	366	3	]	]	PUNCT
ejpam-6257	366	4	k.	k.	PROPN
ejpam-6257	366	5	khawar	khawar	PROPN
ejpam-6257	366	6	,	,	PUNCT
ejpam-6257	366	7	s.	s.	PROPN
ejpam-6257	366	8	munawar	munawar	PROPN
ejpam-6257	366	9	,	,	PUNCT
ejpam-6257	366	10	and	and	CCONJ
ejpam-6257	366	11	n.	n.	PROPN
ejpam-6257	366	12	naveed	naveed	PROPN
ejpam-6257	366	13	,	,	PUNCT
ejpam-6257	366	14	“	"	PUNCT
ejpam-6257	366	15	fuzzy	fuzzy	ADJ
ejpam-6257	366	16	logic	logic	NOUN
ejpam-6257	366	17	-	-	PUNCT
ejpam-6257	366	18	based	base	VERB
ejpam-6257	366	19	expert	expert	NOUN
ejpam-6257	366	20	system	system	NOUN
ejpam-6257	366	21	for	for	ADP
ejpam-6257	366	22	assessing	assess	VERB
ejpam-6257	366	23	programming	programming	NOUN
ejpam-6257	366	24	course	course	NOUN
ejpam-6257	366	25	performance	performance	NOUN
ejpam-6257	366	26	of	of	ADP
ejpam-6257	366	27	e	e	NOUN
ejpam-6257	366	28	-	-	ADJ
ejpam-6257	366	29	learning	learning	ADJ
ejpam-6257	366	30	students	student	NOUN
ejpam-6257	366	31	,	,	PUNCT
ejpam-6257	366	32	”	"	PUNCT
ejpam-6257	366	33	j.	j.	PROPN
ejpam-6257	366	34	inf	inf	PROPN
ejpam-6257	366	35	.	.	PUNCT
ejpam-6257	367	1	commun	commun	PROPN
ejpam-6257	367	2	.	.	PUNCT
ejpam-6257	368	1	technol	technol	PROPN
ejpam-6257	368	2	.	.	PUNCT
ejpam-6257	368	3	robot	robot	PROPN
ejpam-6257	368	4	.	.	PUNCT
ejpam-6257	369	1	appl	appl	PROPN
ejpam-6257	369	2	.	.	PROPN
ejpam-6257	369	3	,	,	PUNCT
ejpam-6257	369	4	2020	2020	NUM
ejpam-6257	369	5	,	,	PUNCT
ejpam-6257	369	6	pp	pp	ADV
ejpam-6257	369	7	.	.	PUNCT
ejpam-6257	370	1	54–64	54–64	NUM
ejpam-6257	370	2	.	.	PUNCT
ejpam-6257	371	1	[	[	X
ejpam-6257	371	2	25	25	NUM
ejpam-6257	371	3	]	]	PUNCT
ejpam-6257	371	4	a.	a.	NOUN
ejpam-6257	371	5	barlybayev	barlybayev	VERB
ejpam-6257	371	6	et	et	PROPN
ejpam-6257	371	7	al	al	PROPN
ejpam-6257	371	8	.	.	PROPN
ejpam-6257	371	9	,	,	PUNCT
ejpam-6257	371	10	“	"	PUNCT
ejpam-6257	371	11	student	student	NOUN
ejpam-6257	371	12	’s	’s	PART
ejpam-6257	371	13	performance	performance	NOUN
ejpam-6257	371	14	evaluation	evaluation	NOUN
ejpam-6257	371	15	by	by	ADP
ejpam-6257	371	16	fuzzy	fuzzy	ADJ
ejpam-6257	371	17	logic	logic	NOUN
ejpam-6257	371	18	,	,	PUNCT
ejpam-6257	371	19	”	"	PUNCT
ejpam-6257	371	20	procedia	procedia	NOUN
ejpam-6257	371	21	comput	comput	NOUN
ejpam-6257	371	22	.	.	PUNCT
ejpam-6257	372	1	sci	sci	PROPN
ejpam-6257	372	2	.	.	PROPN
ejpam-6257	372	3	,	,	PUNCT
ejpam-6257	372	4	vol	vol	NOUN
ejpam-6257	372	5	.	.	PROPN
ejpam-6257	372	6	102	102	NUM
ejpam-6257	372	7	,	,	PUNCT
ejpam-6257	372	8	2016	2016	NUM
ejpam-6257	372	9	,	,	PUNCT
ejpam-6257	372	10	pp	pp	ADJ
ejpam-6257	372	11	.	.	PUNCT
ejpam-6257	373	1	98–105	98–105	NUM
ejpam-6257	373	2	.	.	PUNCT
ejpam-6257	374	1	doi:10.1016	doi:10.1016	PROPN
ejpam-6257	374	2	/	/	SYM
ejpam-6257	374	3	j.procs.2016.09.375	j.procs.2016.09.375	PROPN
ejpam-6257	374	4	.	.	PUNCT
ejpam-6257	375	1	[	[	X
ejpam-6257	375	2	26	26	NUM
ejpam-6257	375	3	]	]	X
ejpam-6257	375	4	r.	r.	PROPN
ejpam-6257	375	5	wardoyo	wardoyo	PROPN
ejpam-6257	375	6	and	and	CCONJ
ejpam-6257	375	7	w.	w.	PROPN
ejpam-6257	375	8	d.	d.	PROPN
ejpam-6257	375	9	yuniarti	yuniarti	PROPN
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ejpam-6257	375	11	“	"	PUNCT
ejpam-6257	375	12	analysis	analysis	NOUN
ejpam-6257	375	13	of	of	ADP
ejpam-6257	375	14	fuzzy	fuzzy	ADJ
ejpam-6257	375	15	logic	logic	NOUN
ejpam-6257	375	16	modification	modification	NOUN
ejpam-6257	375	17	for	for	ADP
ejpam-6257	375	18	student	student	NOUN
ejpam-6257	375	19	assessment	assessment	NOUN
ejpam-6257	375	20	in	in	ADP
ejpam-6257	375	21	e	e	NOUN
ejpam-6257	375	22	-	-	NOUN
ejpam-6257	375	23	learning	learning	ADJ
ejpam-6257	375	24	,	,	PUNCT
ejpam-6257	375	25	”	"	PUNCT
ejpam-6257	375	26	int	int	NOUN
ejpam-6257	375	27	.	.	PUNCT
ejpam-6257	376	1	j.	j.	PROPN
ejpam-6257	376	2	informatics	informatics	PROPN
ejpam-6257	376	3	dev	dev	PROPN
ejpam-6257	376	4	.	.	PROPN
ejpam-6257	376	5	,	,	PUNCT
ejpam-6257	376	6	vol	vol	NOUN
ejpam-6257	376	7	.	.	PROPN
ejpam-6257	376	8	9	9	NUM
ejpam-6257	376	9	,	,	PUNCT
ejpam-6257	376	10	no	no	INTJ
ejpam-6257	376	11	.	.	NOUN
ejpam-6257	376	12	1	1	NUM
ejpam-6257	376	13	,	,	PUNCT
ejpam-6257	376	14	p.	p.	NOUN
ejpam-6257	376	15	29	29	NUM
ejpam-6257	376	16	,	,	PUNCT
ejpam-6257	376	17	2020	2020	NUM
ejpam-6257	376	18	.	.	PUNCT
ejpam-6257	377	1	doi:10.14421	doi:10.14421	PROPN
ejpam-6257	377	2	/	/	SYM
ejpam-6257	377	3	ijid.2020.09105	ijid.2020.09105	ADJ
ejpam-6257	377	4	.	.	PUNCT
ejpam-6257	378	1	[	[	X
ejpam-6257	378	2	27	27	NUM
ejpam-6257	378	3	]	]	PUNCT
ejpam-6257	378	4	a.	a.	NOUN
ejpam-6257	378	5	krouska	krouska	PROPN
ejpam-6257	378	6	,	,	PUNCT
ejpam-6257	378	7	c.	c.	PROPN
ejpam-6257	378	8	troussas	troussas	PROPN
ejpam-6257	378	9	,	,	PUNCT
ejpam-6257	378	10	and	and	CCONJ
ejpam-6257	378	11	c.	c.	PROPN
ejpam-6257	378	12	sgouropoulou	sgouropoulou	PROPN
ejpam-6257	378	13	,	,	PUNCT
ejpam-6257	378	14	“	"	PUNCT
ejpam-6257	378	15	fuzzy	fuzzy	ADJ
ejpam-6257	378	16	logic	logic	NOUN
ejpam-6257	378	17	for	for	ADP
ejpam-6257	378	18	refining	refine	VERB
ejpam-6257	378	19	the	the	DET
ejpam-6257	378	20	evaluation	evaluation	NOUN
ejpam-6257	378	21	of	of	ADP
ejpam-6257	378	22	learners	learner	NOUN
ejpam-6257	378	23	’	'	PUNCT
ejpam-6257	378	24	performance	performance	NOUN
ejpam-6257	378	25	in	in	ADP
ejpam-6257	378	26	online	online	ADJ
ejpam-6257	378	27	engineering	engineering	NOUN
ejpam-6257	378	28	education	education	NOUN
ejpam-6257	378	29	,	,	PUNCT
ejpam-6257	378	30	”	"	PUNCT
ejpam-6257	378	31	eur	eur	PROPN
ejpam-6257	378	32	.	.	PUNCT
ejpam-6257	379	1	j.	j.	PROPN
ejpam-6257	379	2	eng	eng	PROPN
ejpam-6257	379	3	.	.	PUNCT
ejpam-6257	380	1	res	res	PROPN
ejpam-6257	380	2	.	.	PUNCT
ejpam-6257	381	1	sci	sci	PROPN
ejpam-6257	381	2	.	.	PROPN
ejpam-6257	381	3	,	,	PUNCT
ejpam-6257	381	4	vol	vol	NOUN
ejpam-6257	381	5	.	.	PROPN
ejpam-6257	381	6	4	4	NUM
ejpam-6257	381	7	,	,	PUNCT
ejpam-6257	381	8	no	no	INTJ
ejpam-6257	381	9	.	.	NOUN
ejpam-6257	381	10	6	6	NUM
ejpam-6257	381	11	,	,	PUNCT
ejpam-6257	381	12	pp	pp	ADJ
ejpam-6257	381	13	.	.	PUNCT
ejpam-6257	382	1	50–56	50–56	NUM
ejpam-6257	382	2	,	,	PUNCT
ejpam-6257	382	3	2019	2019	NUM
ejpam-6257	382	4	.	.	PUNCT
ejpam-6257	383	1	doi:10.24018	doi:10.24018	PROPN
ejpam-6257	383	2	/	/	SYM
ejpam-6257	383	3	ejers.2019.4.6.1369	ejers.2019.4.6.1369	PROPN
ejpam-6257	383	4	.	.	PUNCT
ejpam-6257	384	1	[	[	X
ejpam-6257	384	2	28	28	NUM
ejpam-6257	384	3	]	]	X
ejpam-6257	384	4	n.	n.	PROPN
ejpam-6257	384	5	amelia	amelia	PROPN
ejpam-6257	384	6	,	,	PUNCT
ejpam-6257	384	7	a.	a.	PROPN
ejpam-6257	384	8	g.	g.	PROPN
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ejpam-6257	384	10	,	,	PUNCT
ejpam-6257	384	11	and	and	CCONJ
ejpam-6257	384	12	y.	y.	PROPN
ejpam-6257	384	13	mulyadi	mulyadi	PROPN
ejpam-6257	384	14	,	,	PUNCT
ejpam-6257	384	15	“	"	PUNCT
ejpam-6257	384	16	meta	meta	ADJ
ejpam-6257	384	17	-	-	PUNCT
ejpam-6257	384	18	analysis	analysis	NOUN
ejpam-6257	384	19	of	of	ADP
ejpam-6257	384	20	student	student	NOUN
ejpam-6257	384	21	performance	performance	NOUN
ejpam-6257	384	22	assessment	assessment	NOUN
ejpam-6257	384	23	using	use	VERB
ejpam-6257	384	24	fuzzy	fuzzy	ADJ
ejpam-6257	384	25	logic	logic	NOUN
ejpam-6257	384	26	,	,	PUNCT
ejpam-6257	384	27	”	"	PUNCT
ejpam-6257	384	28	indones	indone	NOUN
ejpam-6257	384	29	.	.	PUNCT
ejpam-6257	385	1	j.	j.	PROPN
ejpam-6257	385	2	sci	sci	PROPN
ejpam-6257	385	3	.	.	PROPN
ejpam-6257	385	4	technol	technol	PROPN
ejpam-6257	385	5	.	.	PROPN
ejpam-6257	385	6	,	,	PUNCT
ejpam-6257	385	7	vol	vol	NOUN
ejpam-6257	385	8	.	.	PROPN
ejpam-6257	386	1	4	4	NUM
ejpam-6257	386	2	,	,	PUNCT
ejpam-6257	386	3	no	no	INTJ
ejpam-6257	386	4	.	.	NOUN
ejpam-6257	386	5	1	1	NUM
ejpam-6257	386	6	,	,	PUNCT
ejpam-6257	386	7	p.	p.	NOUN
ejpam-6257	386	8	74	74	NUM
ejpam-6257	386	9	,	,	PUNCT
ejpam-6257	386	10	2019	2019	NUM
ejpam-6257	386	11	.	.	PUNCT
ejpam-6257	387	1	doi:10.17509	doi:10.17509	NOUN
ejpam-6257	387	2	/	/	SYM
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ejpam-6257	387	4	.	.	PUNCT
ejpam-6257	388	1	[	[	X
ejpam-6257	388	2	29	29	NUM
ejpam-6257	388	3	]	]	PUNCT
ejpam-6257	388	4	a.	a.	PROPN
ejpam-6257	388	5	suzuki	suzuki	PROPN
ejpam-6257	388	6	and	and	CCONJ
ejpam-6257	388	7	e.	e.	PROPN
ejpam-6257	388	8	negishi	negishi	PROPN
ejpam-6257	388	9	,	,	PUNCT
ejpam-6257	388	10	“	"	PUNCT
ejpam-6257	388	11	fuzzy	fuzzy	ADJ
ejpam-6257	388	12	logic	logic	NOUN
ejpam-6257	388	13	systems	system	NOUN
ejpam-6257	388	14	for	for	ADP
ejpam-6257	388	15	healthcare	healthcare	NOUN
ejpam-6257	388	16	applications	application	NOUN
ejpam-6257	388	17	,	,	PUNCT
ejpam-6257	388	18	”	"	PUNCT
ejpam-6257	388	19	j.	j.	PROPN
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ejpam-6257	388	21	.	.	PUNCT
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ejpam-6257	389	2	.	.	PUNCT
ejpam-6257	390	1	healthc	healthc	PROPN
ejpam-6257	390	2	.	.	PUNCT
ejpam-6257	390	3	appl	appl	PROPN
ejpam-6257	390	4	.	.	PROPN
ejpam-6257	390	5	,	,	PUNCT
ejpam-6257	391	1	pp	pp	PROPN
ejpam-6257	391	2	.	.	PUNCT
ejpam-6257	392	1	1–9	1–9	NUM
ejpam-6257	392	2	,	,	PUNCT
ejpam-6257	392	3	2024	2024	NUM
ejpam-6257	392	4	.	.	PUNCT
ejpam-6257	393	1	doi:10.53759/0088	doi:10.53759/0088	PROPN
ejpam-6257	393	2	/	/	SYM
ejpam-6257	393	3	jbsha20240401	jbsha20240401	PROPN
ejpam-6257	393	4	.	.	PUNCT
ejpam-6257	394	1	[	[	X
ejpam-6257	394	2	30	30	NUM
ejpam-6257	394	3	]	]	X
ejpam-6257	394	4	m.	m.	NOUN
ejpam-6257	394	5	latinovic	latinovic	PROPN
ejpam-6257	394	6	et	et	PROPN
ejpam-6257	394	7	al	al	PROPN
ejpam-6257	394	8	.	.	PROPN
ejpam-6257	394	9	,	,	PUNCT
ejpam-6257	394	10	“	"	PUNCT
ejpam-6257	394	11	a	a	DET
ejpam-6257	394	12	fuzzy	fuzzy	ADJ
ejpam-6257	394	13	inference	inference	NOUN
ejpam-6257	394	14	system	system	NOUN
ejpam-6257	394	15	for	for	ADP
ejpam-6257	394	16	credit	credit	NOUN
ejpam-6257	394	17	scoring	scoring	NOUN
ejpam-6257	394	18	using	use	VERB
ejpam-6257	394	19	boolean	boolean	ADJ
ejpam-6257	394	20	consistent	consistent	ADJ
ejpam-6257	394	21	fuzzy	fuzzy	ADJ
ejpam-6257	394	22	logic	logic	NOUN
ejpam-6257	394	23	,	,	PUNCT
ejpam-6257	394	24	”	"	PUNCT
ejpam-6257	394	25	int	int	NOUN
ejpam-6257	394	26	.	.	PUNCT
ejpam-6257	395	1	j.	j.	PROPN
ejpam-6257	395	2	comput	comput	PROPN
ejpam-6257	395	3	.	.	PUNCT
ejpam-6257	396	1	intell	intell	PROPN
ejpam-6257	396	2	.	.	PUNCT
ejpam-6257	397	1	syst	syst	PROPN
ejpam-6257	397	2	.	.	PUNCT
ejpam-6257	397	3	,	,	PUNCT
ejpam-6257	397	4	vol	vol	NOUN
ejpam-6257	397	5	.	.	PROPN
ejpam-6257	398	1	11	11	NUM
ejpam-6257	398	2	,	,	PUNCT
ejpam-6257	398	3	no	no	INTJ
ejpam-6257	398	4	.	.	NOUN
ejpam-6257	398	5	1	1	NUM
ejpam-6257	398	6	,	,	PUNCT
ejpam-6257	399	1	p.	p.	NOUN
ejpam-6257	399	2	414	414	NUM
ejpam-6257	399	3	,	,	PUNCT
ejpam-6257	399	4	2018	2018	NUM
ejpam-6257	399	5	.	.	PUNCT
ejpam-6257	400	1	doi:10.2991	doi:10.2991	PROPN
ejpam-6257	400	2	/	/	SYM
ejpam-6257	400	3	ijcis.11.1.31	ijcis.11.1.31	PROPN
ejpam-6257	400	4	.	.	PUNCT
ejpam-6257	400	5	m.	m.	NOUN
ejpam-6257	400	6	m.	m.	PROPN
ejpam-6257	400	7	alkandari	alkandari	PROPN
ejpam-6257	400	8	,	,	PUNCT
ejpam-6257	400	9	a.	a.	PROPN
ejpam-6257	400	10	h.	h.	PROPN
ejpam-6257	400	11	alajmi	alajmi	PROPN
ejpam-6257	400	12	/	/	SYM
ejpam-6257	400	13	eur	eur	PROPN
ejpam-6257	400	14	.	.	PUNCT
ejpam-6257	401	1	j.	j.	PROPN
ejpam-6257	401	2	pure	pure	PROPN
ejpam-6257	401	3	appl	appl	PROPN
ejpam-6257	401	4	.	.	PROPN
ejpam-6257	401	5	math	math	PROPN
ejpam-6257	401	6	,	,	PUNCT
ejpam-6257	401	7	18	18	NUM
ejpam-6257	401	8	(	(	PUNCT
ejpam-6257	401	9	3	3	NUM
ejpam-6257	401	10	)	)	PUNCT
ejpam-6257	401	11	(	(	PUNCT
ejpam-6257	401	12	2025	2025	NUM
ejpam-6257	401	13	)	)	PUNCT
ejpam-6257	401	14	,	,	PUNCT
ejpam-6257	401	15	6257	6257	NUM
ejpam-6257	401	16	22	22	NUM
ejpam-6257	401	17	of	of	ADP
ejpam-6257	401	18	25	25	NUM
ejpam-6257	401	19	[	[	X
ejpam-6257	401	20	31	31	NUM
ejpam-6257	401	21	]	]	PUNCT
ejpam-6257	401	22	z.	z.	PROPN
ejpam-6257	401	23	demirel	demirel	PROPN
ejpam-6257	401	24	and	and	CCONJ
ejpam-6257	401	25	c.	c.	PROPN
ejpam-6257	401	26	çubukçu	çubukçu	PROPN
ejpam-6257	401	27	,	,	PUNCT
ejpam-6257	401	28	“	"	PUNCT
ejpam-6257	401	29	measurement	measurement	NOUN
ejpam-6257	401	30	of	of	ADP
ejpam-6257	401	31	employees	employee	NOUN
ejpam-6257	401	32	on	on	ADP
ejpam-6257	401	33	human	human	ADJ
ejpam-6257	401	34	resources	resource	NOUN
ejpam-6257	401	35	with	with	ADP
ejpam-6257	401	36	fuzzy	fuzzy	ADJ
ejpam-6257	401	37	logic	logic	NOUN
ejpam-6257	401	38	,	,	PUNCT
ejpam-6257	401	39	”	"	PUNCT
ejpam-6257	401	40	emerg	emerg	PROPN
ejpam-6257	401	41	.	.	PUNCT
ejpam-6257	402	1	markets	market	NOUN
ejpam-6257	402	2	j.	j.	PROPN
ejpam-6257	402	3	,	,	PUNCT
ejpam-6257	402	4	vol	vol	NOUN
ejpam-6257	402	5	.	.	PROPN
ejpam-6257	402	6	11	11	NUM
ejpam-6257	402	7	,	,	PUNCT
ejpam-6257	402	8	no	no	INTJ
ejpam-6257	402	9	.	.	NOUN
ejpam-6257	402	10	2	2	NUM
ejpam-6257	402	11	,	,	PUNCT
ejpam-6257	402	12	pp	pp	ADJ
ejpam-6257	402	13	.	.	PUNCT
ejpam-6257	403	1	1–7	1–7	NUM
ejpam-6257	403	2	,	,	PUNCT
ejpam-6257	403	3	2021	2021	NUM
ejpam-6257	403	4	.	.	PUNCT
ejpam-6257	404	1	doi:10.5195	doi:10.5195	PROPN
ejpam-6257	404	2	/	/	SYM
ejpam-6257	404	3	emaj.2021.226	emaj.2021.226	PROPN
ejpam-6257	404	4	.	.	PUNCT
ejpam-6257	404	5	code	code	NOUN
ejpam-6257	404	6	availability	availability	NOUN
ejpam-6257	404	7	:	:	PUNCT
ejpam-6257	404	8	the	the	DET
ejpam-6257	404	9	python	python	NOUN
ejpam-6257	404	10	implementation	implementation	NOUN
ejpam-6257	404	11	of	of	ADP
ejpam-6257	404	12	the	the	DET
ejpam-6257	404	13	fuzzy	fuzzy	ADJ
ejpam-6257	404	14	logic	logic	NOUN
ejpam-6257	404	15	system	system	NOUN
ejpam-6257	404	16	used	use	VERB
ejpam-6257	404	17	in	in	ADP
ejpam-6257	404	18	this	this	DET
ejpam-6257	404	19	study	study	NOUN
ejpam-6257	404	20	is	be	AUX
ejpam-6257	404	21	available	available	ADJ
ejpam-6257	404	22	from	from	ADP
ejpam-6257	404	23	the	the	DET
ejpam-6257	404	24	corresponding	corresponding	ADJ
ejpam-6257	404	25	author	author	NOUN
ejpam-6257	404	26	upon	upon	SCONJ
ejpam-6257	404	27	reasonable	reasonable	ADJ
ejpam-6257	404	28	request	request	NOUN
ejpam-6257	404	29	.	.	PUNCT
ejpam-6257	405	1	a.	a.	NOUN
ejpam-6257	405	2	appendix	appendix	VERB
ejpam-6257	405	3	a	a	DET
ejpam-6257	405	4	pseudo	pseudo	NOUN
ejpam-6257	405	5	code	code	NOUN
ejpam-6257	405	6	for	for	ADP
ejpam-6257	405	7	input	input	NOUN
ejpam-6257	405	8	variables	variable	NOUN
ejpam-6257	405	9	if	if	SCONJ
ejpam-6257	405	10	q	q	NOUN
ejpam-6257	405	11	is	be	AUX
ejpam-6257	405	12	greater	great	ADJ
ejpam-6257	405	13	or	or	CCONJ
ejpam-6257	405	14	equal	equal	ADJ
ejpam-6257	405	15	to	to	ADP
ejpam-6257	405	16	0	0	NUM
ejpam-6257	405	17	and	and	CCONJ
ejpam-6257	405	18	q	q	NOUN
ejpam-6257	405	19	is	be	AUX
ejpam-6257	405	20	smaller	small	ADJ
ejpam-6257	405	21	or	or	CCONJ
ejpam-6257	405	22	equal	equal	ADJ
ejpam-6257	405	23	to	to	ADP
ejpam-6257	405	24	1	1	NUM
ejpam-6257	405	25	:	:	PUNCT
ejpam-6257	405	26	set	set	VERB
ejpam-6257	405	27	q	q	NOUN
ejpam-6257	405	28	to	to	PART
ejpam-6257	405	29	’	'	PUNCT
ejpam-6257	405	30	fail	fail	VERB
ejpam-6257	405	31	’	'	PUNCT
ejpam-6257	405	32	else	else	ADV
ejpam-6257	405	33	if	if	SCONJ
ejpam-6257	405	34	q	q	NOUN
ejpam-6257	405	35	is	be	AUX
ejpam-6257	405	36	greater	great	ADJ
ejpam-6257	405	37	than	than	ADP
ejpam-6257	405	38	1	1	NUM
ejpam-6257	405	39	and	and	CCONJ
ejpam-6257	405	40	q	q	NOUN
ejpam-6257	405	41	is	be	AUX
ejpam-6257	405	42	smaller	small	ADJ
ejpam-6257	405	43	or	or	CCONJ
ejpam-6257	405	44	equal	equal	ADJ
ejpam-6257	405	45	to	to	ADP
ejpam-6257	405	46	5	5	NUM
ejpam-6257	405	47	:	:	PUNCT
ejpam-6257	405	48	set	set	VERB
ejpam-6257	405	49	q	q	PUNCT
ejpam-6257	405	50	to	to	ADP
ejpam-6257	405	51	’	'	PUNCT
ejpam-6257	405	52	poor	poor	ADJ
ejpam-6257	405	53	’	'	PUNCT
ejpam-6257	405	54	else	else	ADV
ejpam-6257	405	55	if	if	SCONJ
ejpam-6257	405	56	q	q	NOUN
ejpam-6257	405	57	is	be	AUX
ejpam-6257	405	58	greater	great	ADJ
ejpam-6257	405	59	than	than	ADP
ejpam-6257	405	60	5	5	NUM
ejpam-6257	405	61	and	and	CCONJ
ejpam-6257	405	62	q	q	NOUN
ejpam-6257	405	63	is	be	AUX
ejpam-6257	405	64	smaller	small	ADJ
ejpam-6257	405	65	or	or	CCONJ
ejpam-6257	405	66	equal	equal	ADJ
ejpam-6257	405	67	to	to	ADP
ejpam-6257	405	68	7.5	7.5	NUM
ejpam-6257	405	69	:	:	PUNCT
ejpam-6257	405	70	set	set	VERB
ejpam-6257	405	71	q	q	NOUN
ejpam-6257	405	72	to	to	ADP
ejpam-6257	405	73	’	'	PUNCT
ejpam-6257	405	74	average	average	ADJ
ejpam-6257	405	75	’	'	PUNCT
ejpam-6257	405	76	else	else	ADV
ejpam-6257	406	1	if	if	SCONJ
ejpam-6257	406	2	q	q	NOUN
ejpam-6257	406	3	is	be	AUX
ejpam-6257	406	4	greater	great	ADJ
ejpam-6257	406	5	than	than	ADP
ejpam-6257	406	6	7.5	7.5	NUM
ejpam-6257	406	7	and	and	CCONJ
ejpam-6257	406	8	q	q	NOUN
ejpam-6257	406	9	is	be	AUX
ejpam-6257	406	10	smaller	small	ADJ
ejpam-6257	406	11	or	or	CCONJ
ejpam-6257	406	12	equal	equal	ADJ
ejpam-6257	406	13	to	to	ADP
ejpam-6257	406	14	10	10	NUM
ejpam-6257	406	15	:	:	PUNCT
ejpam-6257	406	16	set	set	VERB
ejpam-6257	406	17	q	q	NOUN
ejpam-6257	406	18	to	to	ADP
ejpam-6257	406	19	’	'	PUNCT
ejpam-6257	406	20	good	good	ADJ
ejpam-6257	406	21	’	'	PUNCT
ejpam-6257	406	22	else	else	ADV
ejpam-6257	406	23	if	if	SCONJ
ejpam-6257	406	24	q	q	NOUN
ejpam-6257	406	25	is	be	AUX
ejpam-6257	406	26	greater	great	ADJ
ejpam-6257	406	27	than	than	ADP
ejpam-6257	406	28	10	10	NUM
ejpam-6257	406	29	:	:	PUNCT
ejpam-6257	406	30	set	set	VERB
ejpam-6257	406	31	q	q	NOUN
ejpam-6257	406	32	to	to	ADP
ejpam-6257	406	33	’	'	PUNCT
ejpam-6257	406	34	excellent	excellent	ADJ
ejpam-6257	406	35	’	'	PUNCT
ejpam-6257	406	36	end	end	NOUN
ejpam-6257	406	37	for	for	ADP
ejpam-6257	406	38	pseudo	pseudo	NOUN
ejpam-6257	406	39	code	code	NOUN
ejpam-6257	406	40	for	for	ADP
ejpam-6257	406	41	output	output	NOUN
ejpam-6257	406	42	variables	variable	NOUN
ejpam-6257	406	43	:	:	PUNCT
ejpam-6257	406	44	for	for	ADP
ejpam-6257	406	45	course	course	NOUN
ejpam-6257	406	46	1	1	NUM
ejpam-6257	406	47	for	for	ADP
ejpam-6257	406	48	each	each	DET
ejpam-6257	406	49	course	course	NOUN
ejpam-6257	406	50	1	1	NUM
ejpam-6257	406	51	grade	grade	NOUN
ejpam-6257	406	52	:	:	PUNCT
ejpam-6257	406	53	if	if	SCONJ
ejpam-6257	406	54	the	the	DET
ejpam-6257	406	55	course	course	NOUN
ejpam-6257	406	56	grade	grade	NOUN
ejpam-6257	406	57	is	be	AUX
ejpam-6257	406	58	greater	great	ADJ
ejpam-6257	406	59	or	or	CCONJ
ejpam-6257	406	60	equal	equal	ADJ
ejpam-6257	406	61	to	to	ADP
ejpam-6257	406	62	0	0	NUM
ejpam-6257	406	63	and	and	CCONJ
ejpam-6257	406	64	the	the	DET
ejpam-6257	406	65	course	course	NOUN
ejpam-6257	406	66	grade	grade	NOUN
ejpam-6257	406	67	is	be	AUX
ejpam-6257	406	68	smaller	small	ADJ
ejpam-6257	406	69	or	or	CCONJ
ejpam-6257	406	70	equal	equal	ADJ
ejpam-6257	406	71	to	to	ADP
ejpam-6257	406	72	0.3	0.3	NUM
ejpam-6257	406	73	:	:	PUNCT
ejpam-6257	406	74	set	set	VERB
ejpam-6257	406	75	course	course	NOUN
ejpam-6257	406	76	grade	grade	NOUN
ejpam-6257	406	77	to	to	AUX
ejpam-6257	406	78	’	'	PUNCT
ejpam-6257	406	79	fail	fail	VERB
ejpam-6257	406	80	’	'	PUNCT
ejpam-6257	406	81	else	else	ADV
ejpam-6257	406	82	if	if	SCONJ
ejpam-6257	406	83	course	course	NOUN
ejpam-6257	406	84	grade	grade	NOUN
ejpam-6257	406	85	is	be	AUX
ejpam-6257	406	86	greater	great	ADJ
ejpam-6257	406	87	than	than	ADP
ejpam-6257	406	88	0.3	0.3	NUM
ejpam-6257	406	89	and	and	CCONJ
ejpam-6257	406	90	course	course	NOUN
ejpam-6257	406	91	grade	grade	NOUN
ejpam-6257	406	92	is	be	AUX
ejpam-6257	406	93	smaller	small	ADJ
ejpam-6257	406	94	or	or	CCONJ
ejpam-6257	406	95	equal	equal	ADJ
ejpam-6257	406	96	to	to	ADP
ejpam-6257	406	97	1.5	1.5	NUM
ejpam-6257	406	98	:	:	PUNCT
ejpam-6257	406	99	set	set	VERB
ejpam-6257	406	100	course	course	NOUN
ejpam-6257	406	101	grade	grade	NOUN
ejpam-6257	406	102	to	to	ADP
ejpam-6257	406	103	’	'	PUNCT
ejpam-6257	406	104	poor	poor	ADJ
ejpam-6257	406	105	’	'	PUNCT
ejpam-6257	406	106	else	else	ADV
ejpam-6257	406	107	if	if	SCONJ
ejpam-6257	406	108	course	course	NOUN
ejpam-6257	406	109	grade	grade	NOUN
ejpam-6257	406	110	is	be	AUX
ejpam-6257	406	111	greater	great	ADJ
ejpam-6257	406	112	than	than	ADP
ejpam-6257	406	113	1.5	1.5	NUM
ejpam-6257	406	114	and	and	CCONJ
ejpam-6257	406	115	course	course	NOUN
ejpam-6257	406	116	grade	grade	NOUN
ejpam-6257	406	117	is	be	AUX
ejpam-6257	406	118	smaller	small	ADJ
ejpam-6257	406	119	or	or	CCONJ
ejpam-6257	406	120	equal	equal	ADJ
ejpam-6257	406	121	to	to	ADP
ejpam-6257	406	122	3.5	3.5	NUM
ejpam-6257	406	123	:	:	PUNCT
ejpam-6257	406	124	set	set	VERB
ejpam-6257	406	125	course	course	NOUN
ejpam-6257	406	126	grade	grade	NOUN
ejpam-6257	406	127	to	to	ADP
ejpam-6257	406	128	’	'	PUNCT
ejpam-6257	406	129	average	average	ADJ
ejpam-6257	406	130	’	'	PUNCT
ejpam-6257	406	131	else	else	ADV
ejpam-6257	406	132	if	if	SCONJ
ejpam-6257	406	133	course	course	NOUN
ejpam-6257	406	134	grade	grade	NOUN
ejpam-6257	406	135	is	be	AUX
ejpam-6257	406	136	greater	great	ADJ
ejpam-6257	406	137	than	than	ADP
ejpam-6257	406	138	3.5	3.5	NUM
ejpam-6257	406	139	and	and	CCONJ
ejpam-6257	406	140	course	course	NOUN
ejpam-6257	406	141	grade	grade	NOUN
ejpam-6257	406	142	is	be	AUX
ejpam-6257	406	143	smaller	small	ADJ
ejpam-6257	406	144	or	or	CCONJ
ejpam-6257	406	145	equal	equal	ADJ
ejpam-6257	406	146	to	to	ADP
ejpam-6257	406	147	5	5	NUM
ejpam-6257	406	148	:	:	PUNCT
ejpam-6257	406	149	set	set	VERB
ejpam-6257	406	150	course	course	NOUN
ejpam-6257	406	151	grade	grade	NOUN
ejpam-6257	406	152	to	to	ADP
ejpam-6257	406	153	’	'	PUNCT
ejpam-6257	406	154	good	good	ADJ
ejpam-6257	406	155	’	'	PUNCT
ejpam-6257	406	156	else	else	ADV
ejpam-6257	406	157	if	if	SCONJ
ejpam-6257	406	158	course	course	NOUN
ejpam-6257	406	159	grade	grade	NOUN
ejpam-6257	406	160	is	be	AUX
ejpam-6257	406	161	greater	great	ADJ
ejpam-6257	406	162	than	than	ADP
ejpam-6257	406	163	5	5	NUM
ejpam-6257	406	164	and	and	CCONJ
ejpam-6257	406	165	course	course	NOUN
ejpam-6257	406	166	grade	grade	NOUN
ejpam-6257	406	167	is	be	AUX
ejpam-6257	406	168	smaller	small	ADJ
ejpam-6257	406	169	or	or	CCONJ
ejpam-6257	406	170	equal	equal	ADJ
ejpam-6257	406	171	to	to	ADP
ejpam-6257	406	172	10	10	NUM
ejpam-6257	406	173	:	:	PUNCT
ejpam-6257	406	174	set	set	VERB
ejpam-6257	406	175	course	course	NOUN
ejpam-6257	406	176	grade	grade	NOUN
ejpam-6257	406	177	to	to	ADP
ejpam-6257	406	178	’	'	PUNCT
ejpam-6257	406	179	excellent	excellent	ADJ
ejpam-6257	406	180	’	'	PUNCT
ejpam-6257	406	181	end	end	NOUN
ejpam-6257	406	182	if	if	SCONJ
ejpam-6257	406	183	end	end	NOUN
ejpam-6257	406	184	for	for	ADP
ejpam-6257	406	185	for	for	ADP
ejpam-6257	406	186	course	course	NOUN
ejpam-6257	406	187	2	2	NUM
ejpam-6257	406	188	for	for	ADP
ejpam-6257	406	189	each	each	DET
ejpam-6257	406	190	course	course	NOUN
ejpam-6257	406	191	2	2	NUM
ejpam-6257	406	192	grade	grade	NOUN
ejpam-6257	406	193	:	:	PUNCT
ejpam-6257	406	194	if	if	SCONJ
ejpam-6257	406	195	the	the	DET
ejpam-6257	406	196	course	course	NOUN
ejpam-6257	406	197	grade	grade	NOUN
ejpam-6257	406	198	is	be	AUX
ejpam-6257	406	199	greater	great	ADJ
ejpam-6257	406	200	or	or	CCONJ
ejpam-6257	406	201	equal	equal	ADJ
ejpam-6257	406	202	to	to	ADP
ejpam-6257	406	203	0	0	NUM
ejpam-6257	406	204	and	and	CCONJ
ejpam-6257	406	205	the	the	DET
ejpam-6257	406	206	course	course	NOUN
ejpam-6257	406	207	grade	grade	NOUN
ejpam-6257	406	208	is	be	AUX
ejpam-6257	406	209	smaller	small	ADJ
ejpam-6257	406	210	or	or	CCONJ
ejpam-6257	406	211	equal	equal	ADJ
ejpam-6257	406	212	to	to	ADP
ejpam-6257	406	213	1	1	NUM
ejpam-6257	406	214	:	:	PUNCT
ejpam-6257	406	215	m.	m.	NOUN
ejpam-6257	406	216	m.	m.	NOUN
ejpam-6257	406	217	alkandari	alkandari	PROPN
ejpam-6257	406	218	,	,	PUNCT
ejpam-6257	406	219	a.	a.	PROPN
ejpam-6257	406	220	h.	h.	PROPN
ejpam-6257	406	221	alajmi	alajmi	PROPN
ejpam-6257	406	222	/	/	SYM
ejpam-6257	406	223	eur	eur	PROPN
ejpam-6257	406	224	.	.	PUNCT
ejpam-6257	407	1	j.	j.	PROPN
ejpam-6257	407	2	pure	pure	PROPN
ejpam-6257	407	3	appl	appl	PROPN
ejpam-6257	407	4	.	.	PROPN
ejpam-6257	407	5	math	math	PROPN
ejpam-6257	407	6	,	,	PUNCT
ejpam-6257	407	7	18	18	NUM
ejpam-6257	407	8	(	(	PUNCT
ejpam-6257	407	9	3	3	NUM
ejpam-6257	407	10	)	)	PUNCT
ejpam-6257	407	11	(	(	PUNCT
ejpam-6257	407	12	2025	2025	NUM
ejpam-6257	407	13	)	)	PUNCT
ejpam-6257	407	14	,	,	PUNCT
ejpam-6257	407	15	6257	6257	NUM
ejpam-6257	407	16	23	23	NUM
ejpam-6257	407	17	of	of	ADP
ejpam-6257	407	18	25	25	NUM
ejpam-6257	407	19	set	set	VERB
ejpam-6257	407	20	course	course	NOUN
ejpam-6257	407	21	grade	grade	NOUN
ejpam-6257	407	22	to	to	AUX
ejpam-6257	407	23	’	'	PUNCT
ejpam-6257	407	24	fail	fail	VERB
ejpam-6257	407	25	’	'	PUNCT
ejpam-6257	407	26	else	else	ADV
ejpam-6257	407	27	if	if	SCONJ
ejpam-6257	407	28	course	course	NOUN
ejpam-6257	407	29	grade	grade	NOUN
ejpam-6257	407	30	is	be	AUX
ejpam-6257	407	31	greater	great	ADJ
ejpam-6257	407	32	than	than	ADP
ejpam-6257	407	33	1	1	NUM
ejpam-6257	407	34	and	and	CCONJ
ejpam-6257	407	35	course	course	NOUN
ejpam-6257	407	36	grade	grade	NOUN
ejpam-6257	407	37	is	be	AUX
ejpam-6257	407	38	smaller	small	ADJ
ejpam-6257	407	39	or	or	CCONJ
ejpam-6257	407	40	equal	equal	ADJ
ejpam-6257	407	41	to	to	ADP
ejpam-6257	407	42	2.5	2.5	NUM
ejpam-6257	407	43	:	:	PUNCT
ejpam-6257	407	44	set	set	VERB
ejpam-6257	407	45	course	course	NOUN
ejpam-6257	407	46	grade	grade	NOUN
ejpam-6257	407	47	to	to	ADP
ejpam-6257	407	48	’	'	PUNCT
ejpam-6257	407	49	poor	poor	ADJ
ejpam-6257	407	50	’	'	PUNCT
ejpam-6257	407	51	else	else	ADV
ejpam-6257	407	52	if	if	SCONJ
ejpam-6257	407	53	course	course	NOUN
ejpam-6257	407	54	grade	grade	NOUN
ejpam-6257	407	55	is	be	AUX
ejpam-6257	407	56	greater	great	ADJ
ejpam-6257	407	57	than	than	ADP
ejpam-6257	407	58	2.5	2.5	NUM
ejpam-6257	407	59	and	and	CCONJ
ejpam-6257	407	60	course	course	NOUN
ejpam-6257	407	61	grade	grade	NOUN
ejpam-6257	407	62	is	be	AUX
ejpam-6257	407	63	smaller	small	ADJ
ejpam-6257	407	64	or	or	CCONJ
ejpam-6257	407	65	equal	equal	ADJ
ejpam-6257	407	66	to	to	ADP
ejpam-6257	407	67	4	4	NUM
ejpam-6257	407	68	:	:	PUNCT
ejpam-6257	407	69	set	set	VERB
ejpam-6257	407	70	course	course	NOUN
ejpam-6257	407	71	grade	grade	NOUN
ejpam-6257	407	72	to	to	ADP
ejpam-6257	407	73	’	'	PUNCT
ejpam-6257	407	74	average	average	ADJ
ejpam-6257	407	75	’	'	PUNCT
ejpam-6257	407	76	else	else	ADV
ejpam-6257	407	77	if	if	SCONJ
ejpam-6257	407	78	course	course	NOUN
ejpam-6257	407	79	grade	grade	NOUN
ejpam-6257	407	80	is	be	AUX
ejpam-6257	407	81	greater	great	ADJ
ejpam-6257	407	82	than	than	ADP
ejpam-6257	407	83	4	4	NUM
ejpam-6257	407	84	and	and	CCONJ
ejpam-6257	407	85	course	course	NOUN
ejpam-6257	407	86	grade	grade	NOUN
ejpam-6257	407	87	is	be	AUX
ejpam-6257	407	88	smaller	small	ADJ
ejpam-6257	407	89	or	or	CCONJ
ejpam-6257	407	90	equal	equal	ADJ
ejpam-6257	407	91	to	to	ADP
ejpam-6257	407	92	6.5	6.5	NUM
ejpam-6257	407	93	:	:	PUNCT
ejpam-6257	407	94	set	set	VERB
ejpam-6257	407	95	course	course	NOUN
ejpam-6257	407	96	grade	grade	NOUN
ejpam-6257	407	97	to	to	ADP
ejpam-6257	407	98	’	'	PUNCT
ejpam-6257	407	99	good	good	ADJ
ejpam-6257	407	100	’	'	PUNCT
ejpam-6257	407	101	else	else	ADV
ejpam-6257	407	102	if	if	SCONJ
ejpam-6257	407	103	course	course	NOUN
ejpam-6257	407	104	grade	grade	NOUN
ejpam-6257	407	105	is	be	AUX
ejpam-6257	407	106	greater	great	ADJ
ejpam-6257	407	107	than	than	ADP
ejpam-6257	407	108	6.5	6.5	NUM
ejpam-6257	407	109	and	and	CCONJ
ejpam-6257	407	110	course	course	NOUN
ejpam-6257	407	111	grade	grade	NOUN
ejpam-6257	407	112	is	be	AUX
ejpam-6257	407	113	smaller	small	ADJ
ejpam-6257	407	114	or	or	CCONJ
ejpam-6257	407	115	equal	equal	ADJ
ejpam-6257	407	116	to	to	ADP
ejpam-6257	407	117	10	10	NUM
ejpam-6257	407	118	:	:	PUNCT
ejpam-6257	407	119	set	set	VERB
ejpam-6257	407	120	course	course	NOUN
ejpam-6257	407	121	grade	grade	NOUN
ejpam-6257	407	122	to	to	ADP
ejpam-6257	407	123	’	'	PUNCT
ejpam-6257	407	124	excellent	excellent	ADJ
ejpam-6257	407	125	’	'	PUNCT
ejpam-6257	407	126	end	end	NOUN
ejpam-6257	407	127	if	if	SCONJ
ejpam-6257	407	128	for	for	ADP
ejpam-6257	407	129	course	course	NOUN
ejpam-6257	407	130	3	3	NUM
ejpam-6257	407	131	for	for	ADP
ejpam-6257	407	132	each	each	DET
ejpam-6257	407	133	course	course	NOUN
ejpam-6257	407	134	3	3	NUM
ejpam-6257	407	135	grade	grade	NOUN
ejpam-6257	407	136	:	:	PUNCT
ejpam-6257	407	137	if	if	SCONJ
ejpam-6257	407	138	the	the	DET
ejpam-6257	407	139	course	course	NOUN
ejpam-6257	407	140	grade	grade	NOUN
ejpam-6257	407	141	is	be	AUX
ejpam-6257	407	142	greater	great	ADJ
ejpam-6257	407	143	or	or	CCONJ
ejpam-6257	407	144	equal	equal	ADJ
ejpam-6257	407	145	to	to	ADP
ejpam-6257	407	146	0	0	NUM
ejpam-6257	407	147	and	and	CCONJ
ejpam-6257	407	148	the	the	DET
ejpam-6257	407	149	course	course	NOUN
ejpam-6257	407	150	grade	grade	NOUN
ejpam-6257	407	151	is	be	AUX
ejpam-6257	407	152	smaller	small	ADJ
ejpam-6257	407	153	or	or	CCONJ
ejpam-6257	407	154	equal	equal	ADJ
ejpam-6257	407	155	to	to	ADP
ejpam-6257	407	156	1.5	1.5	NUM
ejpam-6257	407	157	:	:	PUNCT
ejpam-6257	407	158	set	set	VERB
ejpam-6257	407	159	course	course	NOUN
ejpam-6257	407	160	grade	grade	NOUN
ejpam-6257	407	161	to	to	AUX
ejpam-6257	407	162	’	'	PUNCT
ejpam-6257	407	163	fail	fail	VERB
ejpam-6257	407	164	’	'	PUNCT
ejpam-6257	407	165	else	else	ADV
ejpam-6257	407	166	if	if	SCONJ
ejpam-6257	407	167	course	course	NOUN
ejpam-6257	407	168	grade	grade	NOUN
ejpam-6257	407	169	is	be	AUX
ejpam-6257	407	170	greater	great	ADJ
ejpam-6257	407	171	than	than	ADP
ejpam-6257	407	172	1.5	1.5	NUM
ejpam-6257	407	173	and	and	CCONJ
ejpam-6257	407	174	course	course	NOUN
ejpam-6257	407	175	grade	grade	NOUN
ejpam-6257	407	176	is	be	AUX
ejpam-6257	407	177	smaller	small	ADJ
ejpam-6257	407	178	or	or	CCONJ
ejpam-6257	407	179	equal	equal	ADJ
ejpam-6257	407	180	to	to	ADP
ejpam-6257	407	181	3	3	NUM
ejpam-6257	407	182	:	:	PUNCT
ejpam-6257	407	183	set	set	VERB
ejpam-6257	407	184	course	course	NOUN
ejpam-6257	407	185	grade	grade	NOUN
ejpam-6257	407	186	to	to	ADP
ejpam-6257	407	187	’	'	PUNCT
ejpam-6257	407	188	poor	poor	ADJ
ejpam-6257	407	189	’	'	PUNCT
ejpam-6257	407	190	else	else	ADV
ejpam-6257	407	191	if	if	SCONJ
ejpam-6257	407	192	course	course	NOUN
ejpam-6257	407	193	grade	grade	NOUN
ejpam-6257	407	194	is	be	AUX
ejpam-6257	407	195	greater	great	ADJ
ejpam-6257	407	196	than	than	ADP
ejpam-6257	407	197	3	3	NUM
ejpam-6257	407	198	and	and	CCONJ
ejpam-6257	407	199	course	course	NOUN
ejpam-6257	407	200	grade	grade	NOUN
ejpam-6257	407	201	is	be	AUX
ejpam-6257	407	202	smaller	small	ADJ
ejpam-6257	407	203	or	or	CCONJ
ejpam-6257	407	204	equal	equal	ADJ
ejpam-6257	407	205	to	to	ADP
ejpam-6257	407	206	5.5	5.5	NUM
ejpam-6257	407	207	:	:	PUNCT
ejpam-6257	407	208	set	set	VERB
ejpam-6257	407	209	course	course	NOUN
ejpam-6257	407	210	grade	grade	NOUN
ejpam-6257	407	211	to	to	ADP
ejpam-6257	407	212	’	'	PUNCT
ejpam-6257	407	213	average	average	ADJ
ejpam-6257	407	214	’	'	PUNCT
ejpam-6257	407	215	else	else	ADV
ejpam-6257	407	216	if	if	SCONJ
ejpam-6257	407	217	course	course	NOUN
ejpam-6257	407	218	grade	grade	NOUN
ejpam-6257	407	219	is	be	AUX
ejpam-6257	407	220	greater	great	ADJ
ejpam-6257	407	221	than	than	ADP
ejpam-6257	407	222	5.5	5.5	NUM
ejpam-6257	407	223	and	and	CCONJ
ejpam-6257	407	224	course	course	NOUN
ejpam-6257	407	225	grade	grade	NOUN
ejpam-6257	407	226	is	be	AUX
ejpam-6257	407	227	smaller	small	ADJ
ejpam-6257	407	228	or	or	CCONJ
ejpam-6257	407	229	equal	equal	ADJ
ejpam-6257	407	230	to	to	ADP
ejpam-6257	407	231	7.5	7.5	NUM
ejpam-6257	407	232	:	:	PUNCT
ejpam-6257	407	233	set	set	VERB
ejpam-6257	407	234	course	course	NOUN
ejpam-6257	407	235	grade	grade	NOUN
ejpam-6257	407	236	to	to	ADP
ejpam-6257	407	237	’	'	PUNCT
ejpam-6257	407	238	good	good	ADJ
ejpam-6257	407	239	’	'	PUNCT
ejpam-6257	407	240	else	else	ADV
ejpam-6257	407	241	if	if	SCONJ
ejpam-6257	407	242	course	course	NOUN
ejpam-6257	407	243	grade	grade	NOUN
ejpam-6257	407	244	is	be	AUX
ejpam-6257	407	245	greater	great	ADJ
ejpam-6257	407	246	than	than	ADP
ejpam-6257	407	247	7.5	7.5	NUM
ejpam-6257	407	248	and	and	CCONJ
ejpam-6257	407	249	course	course	NOUN
ejpam-6257	407	250	grade	grade	NOUN
ejpam-6257	407	251	is	be	AUX
ejpam-6257	407	252	smaller	small	ADJ
ejpam-6257	407	253	or	or	CCONJ
ejpam-6257	407	254	equal	equal	ADJ
ejpam-6257	407	255	to	to	ADP
ejpam-6257	407	256	10	10	NUM
ejpam-6257	407	257	:	:	PUNCT
ejpam-6257	407	258	set	set	VERB
ejpam-6257	407	259	course	course	NOUN
ejpam-6257	407	260	grade	grade	NOUN
ejpam-6257	407	261	to	to	ADP
ejpam-6257	407	262	’	'	PUNCT
ejpam-6257	407	263	excellent	excellent	ADJ
ejpam-6257	407	264	’	'	PUNCT
ejpam-6257	407	265	end	end	NOUN
ejpam-6257	407	266	if	if	SCONJ
ejpam-6257	407	267	end	end	NOUN
ejpam-6257	407	268	for	for	ADP
ejpam-6257	407	269	fuzzy	fuzzy	ADJ
ejpam-6257	407	270	rules	rule	NOUN
ejpam-6257	407	271	:	:	PUNCT
ejpam-6257	407	272	if	if	SCONJ
ejpam-6257	407	273	the	the	DET
ejpam-6257	407	274	following	follow	VERB
ejpam-6257	407	275	rules	rule	NOUN
ejpam-6257	407	276	apply	apply	VERB
ejpam-6257	407	277	rule1	rule1	PROPN
ejpam-6257	407	278	:	:	PUNCT
ejpam-6257	407	279	if	if	SCONJ
ejpam-6257	407	280	q1[’fail	q1[’fail	VERB
ejpam-6257	407	281	’	'	PUNCT
ejpam-6257	407	282	]	]	PUNCT
ejpam-6257	407	283	and	and	CCONJ
ejpam-6257	407	284	q2[’fail	q2[’fail	PROPN
ejpam-6257	407	285	’	'	PUNCT
ejpam-6257	407	286	]	]	PUNCT
ejpam-6257	407	287	then	then	ADV
ejpam-6257	407	288	grade[’fail	grade[’fail	VERB
ejpam-6257	407	289	’	'	PUNCT
ejpam-6257	407	290	]	]	PUNCT
ejpam-6257	407	291	rule2	rule2	PROPN
ejpam-6257	407	292	:	:	PUNCT
ejpam-6257	408	1	if	if	SCONJ
ejpam-6257	408	2	q1[’poor	q1[’poor	PROPN
ejpam-6257	408	3	’	'	PUNCT
ejpam-6257	408	4	]	]	PUNCT
ejpam-6257	408	5	and	and	CCONJ
ejpam-6257	408	6	q2[’fail	q2[’fail	PROPN
ejpam-6257	408	7	’	'	PUNCT
ejpam-6257	408	8	]	]	PUNCT
ejpam-6257	408	9	and	and	CCONJ
ejpam-6257	408	10	(	(	PUNCT
ejpam-6257	408	11	q3[’fail	q3[’fail	NOUN
ejpam-6257	408	12	’	'	PUNCT
ejpam-6257	408	13	]	]	PUNCT
ejpam-6257	408	14	or	or	CCONJ
ejpam-6257	408	15	q4[’fail	q4[’fail	NUM
ejpam-6257	408	16	’	'	PUNCT
ejpam-6257	408	17	]	]	PUNCT
ejpam-6257	408	18	)	)	PUNCT
ejpam-6257	408	19	then	then	ADV
ejpam-6257	408	20	grade[’fail	grade[’fail	VERB
ejpam-6257	408	21	’	'	PUNCT
ejpam-6257	408	22	]	]	PUNCT
ejpam-6257	409	1	rule3	rule3	PROPN
ejpam-6257	409	2	:	:	PUNCT
ejpam-6257	409	3	if	if	SCONJ
ejpam-6257	409	4	q1[’excellent	q1[’excellent	VERB
ejpam-6257	409	5	’	'	PUNCT
ejpam-6257	409	6	]	]	PUNCT
ejpam-6257	409	7	and	and	CCONJ
ejpam-6257	409	8	q2[’excellent	q2[’excellent	ADP
ejpam-6257	409	9	’	'	PUNCT
ejpam-6257	409	10	]	]	PUNCT
ejpam-6257	409	11	and	and	CCONJ
ejpam-6257	409	12	q3[’average	q3[’average	NOUN
ejpam-6257	409	13	’	'	PUNCT
ejpam-6257	409	14	]	]	PUNCT
ejpam-6257	409	15	and	and	CCONJ
ejpam-6257	409	16	q4[’fail	q4[’fail	NUM
ejpam-6257	409	17	’	'	PUNCT
ejpam-6257	409	18	]	]	PUNCT
ejpam-6257	409	19	then	then	ADV
ejpam-6257	409	20	grade[’average	grade[’average	NOUN
ejpam-6257	409	21	’	'	PUNCT
ejpam-6257	409	22	]	]	PUNCT
ejpam-6257	409	23	rule4	rule4	NOUN
ejpam-6257	409	24	:	:	PUNCT
ejpam-6257	409	25	if	if	SCONJ
ejpam-6257	409	26	q1[’fail	q1[’fail	VERB
ejpam-6257	409	27	’	'	PUNCT
ejpam-6257	409	28	]	]	PUNCT
ejpam-6257	409	29	and	and	CCONJ
ejpam-6257	409	30	q2[’poor	q2[’poor	NUM
ejpam-6257	409	31	’	'	PUNCT
ejpam-6257	409	32	]	]	PUNCT
ejpam-6257	409	33	and	and	CCONJ
ejpam-6257	409	34	q3[’fail	q3[’fail	NUM
ejpam-6257	409	35	’	'	PUNCT
ejpam-6257	409	36	]	]	PUNCT
ejpam-6257	409	37	and	and	CCONJ
ejpam-6257	409	38	q4[’fail	q4[’fail	NUM
ejpam-6257	409	39	’	'	PUNCT
ejpam-6257	409	40	]	]	PUNCT
ejpam-6257	409	41	then	then	ADV
ejpam-6257	409	42	grade[’fail	grade[’fail	VERB
ejpam-6257	409	43	’	'	PUNCT
ejpam-6257	409	44	]	]	PUNCT
ejpam-6257	410	1	rule5	rule5	ADJ
ejpam-6257	410	2	:	:	PUNCT
ejpam-6257	410	3	if	if	SCONJ
ejpam-6257	410	4	q1[’excellent	q1[’excellent	VERB
ejpam-6257	410	5	’	'	PUNCT
ejpam-6257	410	6	]	]	PUNCT
ejpam-6257	410	7	and	and	CCONJ
ejpam-6257	410	8	q2[’excellent	q2[’excellent	ADP
ejpam-6257	410	9	’	'	PUNCT
ejpam-6257	410	10	]	]	PUNCT
ejpam-6257	410	11	and	and	CCONJ
ejpam-6257	410	12	q3[’excellent	q3[’excellent	NUM
ejpam-6257	410	13	’	'	PUNCT
ejpam-6257	410	14	]	]	PUNCT
ejpam-6257	410	15	and	and	CCONJ
ejpam-6257	410	16	q4[’average	q4[’average	NOUN
ejpam-6257	410	17	’	'	PUNCT
ejpam-6257	410	18	]	]	PUNCT
ejpam-6257	410	19	then	then	ADV
ejpam-6257	410	20	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	410	21	’	'	PUNCT
ejpam-6257	410	22	]	]	PUNCT
ejpam-6257	410	23	rule6	rule6	PROPN
ejpam-6257	410	24	:	:	PUNCT
ejpam-6257	410	25	if	if	SCONJ
ejpam-6257	410	26	q1[’average	q1[’average	NOUN
ejpam-6257	410	27	’	'	PUNCT
ejpam-6257	410	28	]	]	PUNCT
ejpam-6257	410	29	and	and	CCONJ
ejpam-6257	410	30	q2[’average	q2[’average	NOUN
ejpam-6257	410	31	’	'	PUNCT
ejpam-6257	410	32	]	]	PUNCT
ejpam-6257	410	33	and	and	CCONJ
ejpam-6257	410	34	q3[’fail	q3[’fail	NUM
ejpam-6257	410	35	’	'	PUNCT
ejpam-6257	410	36	]	]	PUNCT
ejpam-6257	410	37	and	and	CCONJ
ejpam-6257	410	38	q4[’fail	q4[’fail	NUM
ejpam-6257	410	39	’	'	PUNCT
ejpam-6257	410	40	]	]	PUNCT
ejpam-6257	410	41	then	then	ADV
ejpam-6257	410	42	grade[’poor	grade[’poor	PROPN
ejpam-6257	410	43	’	'	PUNCT
ejpam-6257	410	44	]	]	PUNCT
ejpam-6257	411	1	rule7	rule7	NOUN
ejpam-6257	411	2	:	:	PUNCT
ejpam-6257	411	3	if	if	SCONJ
ejpam-6257	411	4	q1[’good	q1[’good	PRON
ejpam-6257	411	5	’	'	PUNCT
ejpam-6257	411	6	]	]	PUNCT
ejpam-6257	411	7	and	and	CCONJ
ejpam-6257	411	8	q2[’excellent	q2[’excellent	ADP
ejpam-6257	411	9	’	'	PUNCT
ejpam-6257	411	10	]	]	PUNCT
ejpam-6257	411	11	and	and	CCONJ
ejpam-6257	411	12	q3[’excellent	q3[’excellent	NUM
ejpam-6257	411	13	’	'	PUNCT
ejpam-6257	411	14	]	]	PUNCT
ejpam-6257	411	15	and	and	CCONJ
ejpam-6257	411	16	q4[’good	q4[’good	PROPN
ejpam-6257	411	17	’	'	PUNCT
ejpam-6257	411	18	]	]	PUNCT
ejpam-6257	411	19	then	then	ADV
ejpam-6257	411	20	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	411	21	’	'	PUNCT
ejpam-6257	411	22	]	]	PUNCT
ejpam-6257	412	1	rule8	rule8	NOUN
ejpam-6257	412	2	:	:	PUNCT
ejpam-6257	412	3	if	if	SCONJ
ejpam-6257	412	4	(	(	PUNCT
ejpam-6257	412	5	q1[’excellent	q1[’excellent	NOUN
ejpam-6257	412	6	’	'	PUNCT
ejpam-6257	412	7	]	]	PUNCT
ejpam-6257	412	8	or	or	CCONJ
ejpam-6257	412	9	q2[’excellent	q2[’excellent	ADP
ejpam-6257	412	10	’	'	PUNCT
ejpam-6257	412	11	]	]	PUNCT
ejpam-6257	412	12	)	)	PUNCT
ejpam-6257	412	13	and	and	CCONJ
ejpam-6257	412	14	(	(	PUNCT
ejpam-6257	412	15	q3[’excellent	q3[’excellent	NOUN
ejpam-6257	412	16	’	'	PUNCT
ejpam-6257	412	17	]	]	PUNCT
ejpam-6257	412	18	or	or	CCONJ
ejpam-6257	412	19	q4[’excellent	q4[’excellent	ADJ
ejpam-6257	412	20	’	'	PUNCT
ejpam-6257	412	21	]	]	PUNCT
ejpam-6257	412	22	)	)	PUNCT
ejpam-6257	412	23	then	then	ADV
ejpam-6257	412	24	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	412	25	’	'	PUNCT
ejpam-6257	412	26	]	]	PUNCT
ejpam-6257	413	1	rule9	rule9	NOUN
ejpam-6257	413	2	:	:	PUNCT
ejpam-6257	413	3	if	if	SCONJ
ejpam-6257	413	4	q1[’excellent	q1[’excellent	VERB
ejpam-6257	413	5	’	'	PUNCT
ejpam-6257	413	6	]	]	PUNCT
ejpam-6257	413	7	and	and	CCONJ
ejpam-6257	413	8	q2[’average	q2[’average	NOUN
ejpam-6257	413	9	’	'	PUNCT
ejpam-6257	413	10	]	]	PUNCT
ejpam-6257	413	11	and	and	CCONJ
ejpam-6257	413	12	q3[’excellent	q3[’excellent	NUM
ejpam-6257	413	13	’	'	PUNCT
ejpam-6257	413	14	]	]	PUNCT
ejpam-6257	413	15	and	and	CCONJ
ejpam-6257	413	16	q4[’average	q4[’average	NOUN
ejpam-6257	413	17	’	'	PUNCT
ejpam-6257	413	18	]	]	PUNCT
ejpam-6257	413	19	then	then	ADV
ejpam-6257	413	20	grade[’good	grade[’good	PROPN
ejpam-6257	413	21	’	'	PUNCT
ejpam-6257	413	22	]	]	PUNCT
ejpam-6257	413	23	m.	m.	NOUN
ejpam-6257	413	24	m.	m.	NOUN
ejpam-6257	413	25	alkandari	alkandari	PROPN
ejpam-6257	413	26	,	,	PUNCT
ejpam-6257	413	27	a.	a.	PROPN
ejpam-6257	413	28	h.	h.	PROPN
ejpam-6257	413	29	alajmi	alajmi	PROPN
ejpam-6257	413	30	/	/	SYM
ejpam-6257	413	31	eur	eur	PROPN
ejpam-6257	413	32	.	.	PUNCT
ejpam-6257	414	1	j.	j.	PROPN
ejpam-6257	414	2	pure	pure	PROPN
ejpam-6257	414	3	appl	appl	PROPN
ejpam-6257	414	4	.	.	PROPN
ejpam-6257	414	5	math	math	PROPN
ejpam-6257	414	6	,	,	PUNCT
ejpam-6257	414	7	18	18	NUM
ejpam-6257	414	8	(	(	PUNCT
ejpam-6257	414	9	3	3	NUM
ejpam-6257	414	10	)	)	PUNCT
ejpam-6257	414	11	(	(	PUNCT
ejpam-6257	414	12	2025	2025	NUM
ejpam-6257	414	13	)	)	PUNCT
ejpam-6257	414	14	,	,	PUNCT
ejpam-6257	414	15	6257	6257	NUM
ejpam-6257	414	16	24	24	NUM
ejpam-6257	414	17	of	of	ADP
ejpam-6257	414	18	25	25	NUM
ejpam-6257	414	19	rule10	rule10	NOUN
ejpam-6257	414	20	:	:	PUNCT
ejpam-6257	414	21	if	if	SCONJ
ejpam-6257	414	22	q1[’excellent	q1[’excellent	VERB
ejpam-6257	414	23	’	'	PUNCT
ejpam-6257	414	24	]	]	PUNCT
ejpam-6257	414	25	and	and	CCONJ
ejpam-6257	414	26	q2[’excellent	q2[’excellent	ADP
ejpam-6257	414	27	’	'	PUNCT
ejpam-6257	414	28	]	]	PUNCT
ejpam-6257	414	29	and	and	CCONJ
ejpam-6257	414	30	q3[’excellent	q3[’excellent	NUM
ejpam-6257	414	31	’	'	PUNCT
ejpam-6257	414	32	]	]	PUNCT
ejpam-6257	414	33	and	and	CCONJ
ejpam-6257	414	34	q4[’good	q4[’good	PROPN
ejpam-6257	414	35	’	'	PUNCT
ejpam-6257	414	36	]	]	PUNCT
ejpam-6257	414	37	then	then	ADV
ejpam-6257	414	38	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	414	39	’	'	PUNCT
ejpam-6257	414	40	]	]	PUNCT
ejpam-6257	415	1	rule11	rule11	PROPN
ejpam-6257	415	2	:	:	PUNCT
ejpam-6257	415	3	if	if	SCONJ
ejpam-6257	415	4	q1[’excellent	q1[’excellent	VERB
ejpam-6257	415	5	’	'	PUNCT
ejpam-6257	415	6	]	]	PUNCT
ejpam-6257	415	7	and	and	CCONJ
ejpam-6257	415	8	q2[’poor	q2[’poor	NUM
ejpam-6257	415	9	’	'	PUNCT
ejpam-6257	415	10	]	]	PUNCT
ejpam-6257	415	11	and	and	CCONJ
ejpam-6257	415	12	q3[’average	q3[’average	NOUN
ejpam-6257	415	13	’	'	PUNCT
ejpam-6257	415	14	]	]	PUNCT
ejpam-6257	415	15	and	and	CCONJ
ejpam-6257	415	16	q4[’poor	q4[’poor	NUM
ejpam-6257	415	17	’	'	PUNCT
ejpam-6257	415	18	]	]	PUNCT
ejpam-6257	415	19	then	then	ADV
ejpam-6257	415	20	grade[’average	grade[’average	NOUN
ejpam-6257	415	21	’	'	PUNCT
ejpam-6257	415	22	]	]	PUNCT
ejpam-6257	415	23	rule12	rule12	NOUN
ejpam-6257	415	24	:	:	PUNCT
ejpam-6257	415	25	if	if	SCONJ
ejpam-6257	415	26	q1[’good	q1[’good	PRON
ejpam-6257	415	27	’	'	PUNCT
ejpam-6257	415	28	]	]	PUNCT
ejpam-6257	415	29	and	and	CCONJ
ejpam-6257	415	30	q2[’poor	q2[’poor	NUM
ejpam-6257	415	31	’	'	PUNCT
ejpam-6257	415	32	]	]	PUNCT
ejpam-6257	415	33	and	and	CCONJ
ejpam-6257	415	34	q3[’average	q3[’average	NOUN
ejpam-6257	415	35	’	'	PUNCT
ejpam-6257	415	36	]	]	PUNCT
ejpam-6257	415	37	and	and	CCONJ
ejpam-6257	415	38	q4[’average	q4[’average	NOUN
ejpam-6257	415	39	’	'	PUNCT
ejpam-6257	415	40	]	]	PUNCT
ejpam-6257	415	41	then	then	ADV
ejpam-6257	415	42	grade[’good	grade[’good	PROPN
ejpam-6257	415	43	’	'	PUNCT
ejpam-6257	415	44	]	]	PUNCT
ejpam-6257	415	45	rule13	rule13	PROPN
ejpam-6257	415	46	:	:	PUNCT
ejpam-6257	415	47	if	if	SCONJ
ejpam-6257	415	48	q1[’excellent	q1[’excellent	VERB
ejpam-6257	415	49	’	'	PUNCT
ejpam-6257	415	50	]	]	PUNCT
ejpam-6257	415	51	and	and	CCONJ
ejpam-6257	415	52	q2[’excellent	q2[’excellent	ADP
ejpam-6257	415	53	’	'	PUNCT
ejpam-6257	415	54	]	]	PUNCT
ejpam-6257	415	55	and	and	CCONJ
ejpam-6257	415	56	q3[’good	q3[’good	NUM
ejpam-6257	415	57	’	'	PUNCT
ejpam-6257	415	58	]	]	PUNCT
ejpam-6257	415	59	and	and	CCONJ
ejpam-6257	415	60	q4[’poor	q4[’poor	NUM
ejpam-6257	415	61	’	'	PUNCT
ejpam-6257	415	62	]	]	PUNCT
ejpam-6257	415	63	then	then	ADV
ejpam-6257	415	64	grade[’good	grade[’good	PROPN
ejpam-6257	415	65	’	'	PUNCT
ejpam-6257	415	66	]	]	PUNCT
ejpam-6257	416	1	rule14	rule14	NOUN
ejpam-6257	416	2	:	:	PUNCT
ejpam-6257	416	3	if	if	SCONJ
ejpam-6257	416	4	q1[’excellent	q1[’excellent	VERB
ejpam-6257	416	5	’	'	PUNCT
ejpam-6257	416	6	]	]	PUNCT
ejpam-6257	416	7	and	and	CCONJ
ejpam-6257	416	8	q2[’excellent	q2[’excellent	ADP
ejpam-6257	416	9	’	'	PUNCT
ejpam-6257	416	10	]	]	PUNCT
ejpam-6257	416	11	and	and	CCONJ
ejpam-6257	416	12	q3[’excellent	q3[’excellent	NUM
ejpam-6257	416	13	’	'	PUNCT
ejpam-6257	416	14	]	]	PUNCT
ejpam-6257	416	15	and	and	CCONJ
ejpam-6257	416	16	q4[’good	q4[’good	PROPN
ejpam-6257	416	17	’	'	PUNCT
ejpam-6257	416	18	]	]	PUNCT
ejpam-6257	416	19	then	then	ADV
ejpam-6257	416	20	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	416	21	’	'	PUNCT
ejpam-6257	416	22	]	]	PUNCT
ejpam-6257	416	23	rule15	rule15	NOUN
ejpam-6257	416	24	:	:	PUNCT
ejpam-6257	416	25	if	if	SCONJ
ejpam-6257	416	26	q1[’excellent	q1[’excellent	VERB
ejpam-6257	416	27	’	'	PUNCT
ejpam-6257	416	28	]	]	PUNCT
ejpam-6257	416	29	and	and	CCONJ
ejpam-6257	416	30	q2[’average	q2[’average	NOUN
ejpam-6257	416	31	’	'	PUNCT
ejpam-6257	416	32	]	]	PUNCT
ejpam-6257	416	33	and	and	CCONJ
ejpam-6257	416	34	q3[’average	q3[’average	NOUN
ejpam-6257	416	35	’	'	PUNCT
ejpam-6257	416	36	]	]	PUNCT
ejpam-6257	416	37	and	and	CCONJ
ejpam-6257	416	38	q4[’average	q4[’average	NOUN
ejpam-6257	416	39	’	'	PUNCT
ejpam-6257	416	40	]	]	PUNCT
ejpam-6257	416	41	then	then	ADV
ejpam-6257	416	42	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	416	43	’	'	PUNCT
ejpam-6257	416	44	]	]	PUNCT
ejpam-6257	416	45	rule16	rule16	NOUN
ejpam-6257	416	46	:	:	PUNCT
ejpam-6257	416	47	if	if	SCONJ
ejpam-6257	416	48	q1[’excellent	q1[’excellent	VERB
ejpam-6257	416	49	’	'	PUNCT
ejpam-6257	416	50	]	]	PUNCT
ejpam-6257	416	51	and	and	CCONJ
ejpam-6257	416	52	q2[’excellent	q2[’excellent	ADP
ejpam-6257	416	53	’	'	PUNCT
ejpam-6257	416	54	]	]	PUNCT
ejpam-6257	416	55	and	and	CCONJ
ejpam-6257	416	56	q3[’excellent	q3[’excellent	NUM
ejpam-6257	416	57	’	'	PUNCT
ejpam-6257	416	58	]	]	PUNCT
ejpam-6257	416	59	then	then	ADV
ejpam-6257	416	60	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	416	61	’	'	PUNCT
ejpam-6257	416	62	]	]	PUNCT
ejpam-6257	416	63	rule17	rule17	NOUN
ejpam-6257	416	64	:	:	PUNCT
ejpam-6257	416	65	if	if	SCONJ
ejpam-6257	416	66	q1[’excellent	q1[’excellent	VERB
ejpam-6257	416	67	’	'	PUNCT
ejpam-6257	416	68	]	]	PUNCT
ejpam-6257	416	69	and	and	CCONJ
ejpam-6257	416	70	q2[’excellent	q2[’excellent	ADP
ejpam-6257	416	71	’	'	PUNCT
ejpam-6257	416	72	]	]	PUNCT
ejpam-6257	416	73	and	and	CCONJ
ejpam-6257	416	74	q3[’excellent	q3[’excellent	NUM
ejpam-6257	416	75	’	'	PUNCT
ejpam-6257	416	76	]	]	PUNCT
ejpam-6257	416	77	then	then	ADV
ejpam-6257	416	78	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	416	79	’	'	PUNCT
ejpam-6257	416	80	]	]	PUNCT
ejpam-6257	417	1	rule18	rule18	PROPN
ejpam-6257	417	2	:	:	PUNCT
ejpam-6257	417	3	if	if	SCONJ
ejpam-6257	417	4	q1[’average	q1[’average	NOUN
ejpam-6257	417	5	’	'	PUNCT
ejpam-6257	417	6	]	]	PUNCT
ejpam-6257	417	7	and	and	CCONJ
ejpam-6257	417	8	q2[’average	q2[’average	NOUN
ejpam-6257	417	9	’	'	PUNCT
ejpam-6257	417	10	]	]	PUNCT
ejpam-6257	417	11	and	and	CCONJ
ejpam-6257	417	12	q3[’average	q3[’average	NOUN
ejpam-6257	417	13	’	'	PUNCT
ejpam-6257	417	14	]	]	PUNCT
ejpam-6257	417	15	and	and	CCONJ
ejpam-6257	417	16	q4[’average	q4[’average	NOUN
ejpam-6257	417	17	’	'	PUNCT
ejpam-6257	417	18	]	]	PUNCT
ejpam-6257	417	19	then	then	ADV
ejpam-6257	417	20	grade[’average	grade[’average	NOUN
ejpam-6257	417	21	’	'	PUNCT
ejpam-6257	417	22	]	]	PUNCT
ejpam-6257	417	23	rule19	rule19	NOUN
ejpam-6257	417	24	:	:	PUNCT
ejpam-6257	418	1	if	if	SCONJ
ejpam-6257	418	2	q1[’poor	q1[’poor	PROPN
ejpam-6257	418	3	’	'	PUNCT
ejpam-6257	418	4	]	]	PUNCT
ejpam-6257	418	5	and	and	CCONJ
ejpam-6257	418	6	q2[’poor	q2[’poor	NUM
ejpam-6257	418	7	’	'	PUNCT
ejpam-6257	418	8	]	]	PUNCT
ejpam-6257	418	9	and	and	CCONJ
ejpam-6257	418	10	q3[’poor	q3[’poor	NOUN
ejpam-6257	418	11	’	'	PUNCT
ejpam-6257	418	12	]	]	PUNCT
ejpam-6257	418	13	and	and	CCONJ
ejpam-6257	418	14	q4[’poor	q4[’poor	NUM
ejpam-6257	418	15	’	'	PUNCT
ejpam-6257	418	16	]	]	PUNCT
ejpam-6257	418	17	then	then	ADV
ejpam-6257	418	18	grade[’poor	grade[’poor	PROPN
ejpam-6257	418	19	’	'	PUNCT
ejpam-6257	418	20	]	]	PUNCT
ejpam-6257	419	1	rule20	rule20	NOUN
ejpam-6257	420	1	:	:	PUNCT
ejpam-6257	421	1	if	if	SCONJ
ejpam-6257	421	2	q1[’excellent	q1[’excellent	VERB
ejpam-6257	421	3	’	'	PUNCT
ejpam-6257	421	4	]	]	PUNCT
ejpam-6257	421	5	and	and	CCONJ
ejpam-6257	421	6	q2[’average	q2[’average	NOUN
ejpam-6257	421	7	’	'	PUNCT
ejpam-6257	421	8	]	]	PUNCT
ejpam-6257	421	9	then	then	ADV
ejpam-6257	421	10	grade[’average	grade[’average	VERB
ejpam-6257	421	11	’	'	PUNCT
ejpam-6257	421	12	]	]	PUNCT
ejpam-6257	421	13	rule21	rule21	NOUN
ejpam-6257	421	14	:	:	PUNCT
ejpam-6257	421	15	if	if	SCONJ
ejpam-6257	421	16	q1[’excellent	q1[’excellent	VERB
ejpam-6257	421	17	’	'	PUNCT
ejpam-6257	421	18	]	]	PUNCT
ejpam-6257	421	19	and	and	CCONJ
ejpam-6257	421	20	q2[’excellent	q2[’excellent	ADP
ejpam-6257	421	21	’	'	PUNCT
ejpam-6257	421	22	]	]	PUNCT
ejpam-6257	421	23	and	and	CCONJ
ejpam-6257	421	24	q3[’good	q3[’good	NUM
ejpam-6257	421	25	’	'	PUNCT
ejpam-6257	421	26	]	]	PUNCT
ejpam-6257	421	27	and	and	CCONJ
ejpam-6257	421	28	q4[’good	q4[’good	PROPN
ejpam-6257	421	29	’	'	PUNCT
ejpam-6257	421	30	]	]	PUNCT
ejpam-6257	421	31	then	then	ADV
ejpam-6257	421	32	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	421	33	’	'	PUNCT
ejpam-6257	421	34	]	]	PUNCT
ejpam-6257	421	35	rule22	rule22	NOUN
ejpam-6257	421	36	:	:	PUNCT
ejpam-6257	421	37	if	if	SCONJ
ejpam-6257	421	38	q1[’excellent	q1[’excellent	VERB
ejpam-6257	421	39	’	'	PUNCT
ejpam-6257	421	40	]	]	PUNCT
ejpam-6257	421	41	and	and	CCONJ
ejpam-6257	421	42	q2[’fail	q2[’fail	PROPN
ejpam-6257	421	43	’	'	PUNCT
ejpam-6257	421	44	]	]	PUNCT
ejpam-6257	421	45	and	and	CCONJ
ejpam-6257	421	46	q3[’fail	q3[’fail	NUM
ejpam-6257	421	47	’	'	PUNCT
ejpam-6257	421	48	]	]	PUNCT
ejpam-6257	421	49	and	and	CCONJ
ejpam-6257	421	50	q4[’fail	q4[’fail	NUM
ejpam-6257	421	51	’	'	PUNCT
ejpam-6257	421	52	]	]	PUNCT
ejpam-6257	421	53	then	then	ADV
ejpam-6257	421	54	grade[’fail	grade[’fail	VERB
ejpam-6257	421	55	’	'	PUNCT
ejpam-6257	421	56	]	]	PUNCT
ejpam-6257	421	57	rule23	rule23	NOUN
ejpam-6257	421	58	:	:	PUNCT
ejpam-6257	421	59	if	if	SCONJ
ejpam-6257	421	60	q1[’good	q1[’good	PRON
ejpam-6257	421	61	’	'	PUNCT
ejpam-6257	421	62	]	]	PUNCT
ejpam-6257	421	63	and	and	CCONJ
ejpam-6257	421	64	q2[’good	q2[’good	NUM
ejpam-6257	421	65	’	'	PUNCT
ejpam-6257	421	66	]	]	PUNCT
ejpam-6257	421	67	and	and	CCONJ
ejpam-6257	421	68	q3[’average	q3[’average	NOUN
ejpam-6257	421	69	’	'	PUNCT
ejpam-6257	421	70	]	]	PUNCT
ejpam-6257	421	71	and	and	CCONJ
ejpam-6257	421	72	q4[’average	q4[’average	NOUN
ejpam-6257	421	73	’	'	PUNCT
ejpam-6257	421	74	]	]	PUNCT
ejpam-6257	421	75	then	then	ADV
ejpam-6257	421	76	grade[’good	grade[’good	PROPN
ejpam-6257	421	77	’	'	PUNCT
ejpam-6257	421	78	]	]	PUNCT
ejpam-6257	421	79	rule24	rule24	NOUN
ejpam-6257	421	80	:	:	PUNCT
ejpam-6257	421	81	if	if	SCONJ
ejpam-6257	421	82	q1[’average	q1[’average	NOUN
ejpam-6257	421	83	’	'	PUNCT
ejpam-6257	421	84	]	]	PUNCT
ejpam-6257	421	85	and	and	CCONJ
ejpam-6257	421	86	q2[’average	q2[’average	NOUN
ejpam-6257	421	87	’	'	PUNCT
ejpam-6257	421	88	]	]	PUNCT
ejpam-6257	421	89	then	then	ADV
ejpam-6257	421	90	grade[’fail	grade[’fail	VERB
ejpam-6257	421	91	’	'	PUNCT
ejpam-6257	421	92	]	]	PUNCT
ejpam-6257	421	93	rule25	rule25	NOUN
ejpam-6257	421	94	:	:	PUNCT
ejpam-6257	421	95	if	if	SCONJ
ejpam-6257	421	96	q1[’poor	q1[’poor	PROPN
ejpam-6257	421	97	’	'	PUNCT
ejpam-6257	421	98	]	]	PUNCT
ejpam-6257	421	99	and	and	CCONJ
ejpam-6257	421	100	q2[’poor	q2[’poor	NUM
ejpam-6257	421	101	’	'	PUNCT
ejpam-6257	421	102	]	]	PUNCT
ejpam-6257	421	103	then	then	ADV
ejpam-6257	421	104	grade[’poor	grade[’poor	ADV
ejpam-6257	421	105	’	'	PUNCT
ejpam-6257	421	106	]	]	PUNCT
ejpam-6257	421	107	rule26	rule26	NOUN
ejpam-6257	421	108	:	:	PUNCT
ejpam-6257	421	109	if	if	SCONJ
ejpam-6257	421	110	q1[’fail	q1[’fail	VERB
ejpam-6257	421	111	’	'	PUNCT
ejpam-6257	421	112	]	]	PUNCT
ejpam-6257	421	113	and	and	CCONJ
ejpam-6257	421	114	q2[’fail	q2[’fail	PROPN
ejpam-6257	421	115	’	'	PUNCT
ejpam-6257	421	116	]	]	PUNCT
ejpam-6257	421	117	then	then	ADV
ejpam-6257	421	118	grade[’fail	grade[’fail	VERB
ejpam-6257	421	119	’	'	PUNCT
ejpam-6257	421	120	]	]	PUNCT
ejpam-6257	421	121	rule27	rule27	NOUN
ejpam-6257	421	122	:	:	PUNCT
ejpam-6257	421	123	if	if	SCONJ
ejpam-6257	421	124	q1[’average	q1[’average	NOUN
ejpam-6257	421	125	’	'	PUNCT
ejpam-6257	421	126	]	]	PUNCT
ejpam-6257	421	127	and	and	CCONJ
ejpam-6257	421	128	q2[’fail	q2[’fail	PROPN
ejpam-6257	421	129	’	'	PUNCT
ejpam-6257	421	130	]	]	PUNCT
ejpam-6257	421	131	and	and	CCONJ
ejpam-6257	421	132	q3[’fail	q3[’fail	NUM
ejpam-6257	421	133	’	'	PUNCT
ejpam-6257	421	134	]	]	PUNCT
ejpam-6257	421	135	and	and	CCONJ
ejpam-6257	421	136	q4[’average	q4[’average	NOUN
ejpam-6257	421	137	’	'	PUNCT
ejpam-6257	421	138	]	]	PUNCT
ejpam-6257	421	139	then	then	ADV
ejpam-6257	421	140	grade[’fail	grade[’fail	VERB
ejpam-6257	421	141	’	'	PUNCT
ejpam-6257	421	142	]	]	PUNCT
ejpam-6257	421	143	rule28	rule28	PROPN
ejpam-6257	421	144	:	:	PUNCT
ejpam-6257	421	145	if	if	SCONJ
ejpam-6257	421	146	q1[’average	q1[’average	NOUN
ejpam-6257	421	147	’	'	PUNCT
ejpam-6257	421	148	]	]	PUNCT
ejpam-6257	421	149	and	and	CCONJ
ejpam-6257	421	150	q2[’poor	q2[’poor	NUM
ejpam-6257	421	151	’	'	PUNCT
ejpam-6257	421	152	]	]	PUNCT
ejpam-6257	421	153	and	and	CCONJ
ejpam-6257	421	154	q3[’poor	q3[’poor	NOUN
ejpam-6257	421	155	’	'	PUNCT
ejpam-6257	421	156	]	]	PUNCT
ejpam-6257	421	157	and	and	CCONJ
ejpam-6257	421	158	q4[’poor	q4[’poor	NUM
ejpam-6257	421	159	’	'	PUNCT
ejpam-6257	421	160	]	]	PUNCT
ejpam-6257	421	161	then	then	ADV
ejpam-6257	421	162	grade[’poor	grade[’poor	ADV
ejpam-6257	421	163	’	'	PUNCT
ejpam-6257	421	164	]	]	PUNCT
ejpam-6257	421	165	rule29	rule29	VERB
ejpam-6257	421	166	:	:	PUNCT
ejpam-6257	421	167	if	if	SCONJ
ejpam-6257	421	168	q1[’excellent	q1[’excellent	VERB
ejpam-6257	421	169	’	'	PUNCT
ejpam-6257	421	170	]	]	PUNCT
ejpam-6257	421	171	and	and	CCONJ
ejpam-6257	421	172	q2[’excellent	q2[’excellent	ADP
ejpam-6257	421	173	’	'	PUNCT
ejpam-6257	421	174	]	]	PUNCT
ejpam-6257	421	175	and	and	CCONJ
ejpam-6257	421	176	q3[’excellent	q3[’excellent	NUM
ejpam-6257	421	177	’	'	PUNCT
ejpam-6257	421	178	]	]	PUNCT
ejpam-6257	421	179	and	and	CCONJ
ejpam-6257	421	180	q4[’poor	q4[’poor	NUM
ejpam-6257	421	181	’	'	PUNCT
ejpam-6257	421	182	]	]	PUNCT
ejpam-6257	421	183	then	then	ADV
ejpam-6257	421	184	grade[’good	grade[’good	PROPN
ejpam-6257	421	185	’	'	PUNCT
ejpam-6257	421	186	]	]	PUNCT
ejpam-6257	421	187	rule30	rule30	NOUN
ejpam-6257	421	188	:	:	PUNCT
ejpam-6257	421	189	if	if	SCONJ
ejpam-6257	421	190	q1[’fail	q1[’fail	VERB
ejpam-6257	421	191	’	'	PUNCT
ejpam-6257	421	192	]	]	PUNCT
ejpam-6257	421	193	and	and	CCONJ
ejpam-6257	421	194	q2[’average	q2[’average	NOUN
ejpam-6257	421	195	’	'	PUNCT
ejpam-6257	421	196	]	]	PUNCT
ejpam-6257	421	197	and	and	CCONJ
ejpam-6257	421	198	q3[’average	q3[’average	NOUN
ejpam-6257	421	199	’	'	PUNCT
ejpam-6257	421	200	]	]	PUNCT
ejpam-6257	421	201	and	and	CCONJ
ejpam-6257	421	202	q4[’poor	q4[’poor	NUM
ejpam-6257	421	203	’	'	PUNCT
ejpam-6257	421	204	]	]	PUNCT
ejpam-6257	421	205	then	then	ADV
ejpam-6257	421	206	grade[’poor	grade[’poor	PROPN
ejpam-6257	421	207	’	'	PUNCT
ejpam-6257	421	208	]	]	PUNCT
ejpam-6257	421	209	rule31	rule31	NOUN
ejpam-6257	421	210	:	:	PUNCT
ejpam-6257	421	211	if	if	SCONJ
ejpam-6257	421	212	q1[’excellent	q1[’excellent	VERB
ejpam-6257	421	213	’	'	PUNCT
ejpam-6257	421	214	]	]	PUNCT
ejpam-6257	421	215	and	and	CCONJ
ejpam-6257	421	216	q2[’poor	q2[’poor	NUM
ejpam-6257	421	217	’	'	PUNCT
ejpam-6257	421	218	]	]	PUNCT
ejpam-6257	421	219	and	and	CCONJ
ejpam-6257	421	220	q3[’poor	q3[’poor	NOUN
ejpam-6257	421	221	’	'	PUNCT
ejpam-6257	421	222	]	]	PUNCT
ejpam-6257	421	223	and	and	CCONJ
ejpam-6257	421	224	q4[’poor	q4[’poor	NUM
ejpam-6257	421	225	’	'	PUNCT
ejpam-6257	421	226	]	]	PUNCT
ejpam-6257	421	227	then	then	ADV
ejpam-6257	421	228	grade[’poor	grade[’poor	PROPN
ejpam-6257	421	229	’	'	PUNCT
ejpam-6257	421	230	]	]	PUNCT
ejpam-6257	421	231	rule32	rule32	NOUN
ejpam-6257	421	232	:	:	PUNCT
ejpam-6257	421	233	if	if	SCONJ
ejpam-6257	421	234	q1[’excellent	q1[’excellent	VERB
ejpam-6257	421	235	’	'	PUNCT
ejpam-6257	421	236	]	]	PUNCT
ejpam-6257	421	237	and	and	CCONJ
ejpam-6257	421	238	q2[’average	q2[’average	NOUN
ejpam-6257	421	239	’	'	PUNCT
ejpam-6257	421	240	]	]	PUNCT
ejpam-6257	421	241	and	and	CCONJ
ejpam-6257	421	242	q3[’fail	q3[’fail	NUM
ejpam-6257	421	243	’	'	PUNCT
ejpam-6257	421	244	]	]	PUNCT
ejpam-6257	421	245	and	and	CCONJ
ejpam-6257	421	246	q4[’poor	q4[’poor	NUM
ejpam-6257	421	247	’	'	PUNCT
ejpam-6257	421	248	]	]	PUNCT
ejpam-6257	421	249	then	then	ADV
ejpam-6257	421	250	grade[’poor	grade[’poor	PROPN
ejpam-6257	421	251	’	'	PUNCT
ejpam-6257	421	252	]	]	PUNCT
ejpam-6257	421	253	rule33	rule33	NOUN
ejpam-6257	421	254	:	:	PUNCT
ejpam-6257	421	255	if	if	SCONJ
ejpam-6257	421	256	(	(	PUNCT
ejpam-6257	421	257	q1[’excellent	q1[’excellent	NOUN
ejpam-6257	421	258	’	'	PUNCT
ejpam-6257	421	259	]	]	PUNCT
ejpam-6257	421	260	or	or	CCONJ
ejpam-6257	421	261	q2[’excellent	q2[’excellent	ADP
ejpam-6257	421	262	’	'	PUNCT
ejpam-6257	421	263	]	]	PUNCT
ejpam-6257	421	264	)	)	PUNCT
ejpam-6257	421	265	and	and	CCONJ
ejpam-6257	421	266	(	(	PUNCT
ejpam-6257	421	267	q3[’excellent	q3[’excellent	NOUN
ejpam-6257	421	268	’	'	PUNCT
ejpam-6257	421	269	]	]	PUNCT
ejpam-6257	421	270	or	or	CCONJ
ejpam-6257	421	271	q4[’excellent	q4[’excellent	ADJ
ejpam-6257	421	272	’	'	PUNCT
ejpam-6257	421	273	]	]	PUNCT
ejpam-6257	421	274	)	)	PUNCT
ejpam-6257	421	275	then	then	ADV
ejpam-6257	421	276	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	421	277	’	'	PUNCT
ejpam-6257	421	278	]	]	PUNCT
ejpam-6257	421	279	rule34	rule34	NOUN
ejpam-6257	421	280	:	:	PUNCT
ejpam-6257	421	281	if	if	SCONJ
ejpam-6257	421	282	q1[’excellent	q1[’excellent	VERB
ejpam-6257	421	283	’	'	PUNCT
ejpam-6257	421	284	]	]	PUNCT
ejpam-6257	421	285	and	and	CCONJ
ejpam-6257	421	286	q2[’fail	q2[’fail	PROPN
ejpam-6257	421	287	’	'	PUNCT
ejpam-6257	421	288	]	]	PUNCT
ejpam-6257	421	289	and	and	CCONJ
ejpam-6257	421	290	q3[’excellent	q3[’excellent	NUM
ejpam-6257	421	291	’	'	PUNCT
ejpam-6257	421	292	]	]	PUNCT
ejpam-6257	421	293	and	and	CCONJ
ejpam-6257	421	294	q4[’fail	q4[’fail	NUM
ejpam-6257	421	295	’	'	PUNCT
ejpam-6257	421	296	]	]	PUNCT
ejpam-6257	421	297	then	then	ADV
ejpam-6257	421	298	grade[’poor	grade[’poor	PROPN
ejpam-6257	421	299	’	'	PUNCT
ejpam-6257	421	300	]	]	PUNCT
ejpam-6257	421	301	rule35	rule35	NOUN
ejpam-6257	421	302	:	:	PUNCT
ejpam-6257	421	303	if	if	SCONJ
ejpam-6257	421	304	q1[’average	q1[’average	PROPN
ejpam-6257	421	305	’	'	PUNCT
ejpam-6257	421	306	]	]	PUNCT
ejpam-6257	421	307	and	and	CCONJ
ejpam-6257	421	308	q2[’fail	q2[’fail	PROPN
ejpam-6257	421	309	’	'	PUNCT
ejpam-6257	421	310	]	]	PUNCT
ejpam-6257	421	311	and	and	CCONJ
ejpam-6257	421	312	q3[’fail	q3[’fail	NUM
ejpam-6257	421	313	’	'	PUNCT
ejpam-6257	421	314	]	]	PUNCT
ejpam-6257	421	315	and	and	CCONJ
ejpam-6257	421	316	q4[’fail	q4[’fail	NUM
ejpam-6257	421	317	’	'	PUNCT
ejpam-6257	421	318	]	]	PUNCT
ejpam-6257	421	319	then	then	ADV
ejpam-6257	421	320	grade[’fail	grade[’fail	VERB
ejpam-6257	421	321	’	'	PUNCT
ejpam-6257	421	322	]	]	PUNCT
ejpam-6257	421	323	rule37	rule37	NOUN
ejpam-6257	421	324	:	:	PUNCT
ejpam-6257	421	325	if	if	SCONJ
ejpam-6257	421	326	q1[’excellent	q1[’excellent	VERB
ejpam-6257	421	327	’	'	PUNCT
ejpam-6257	421	328	]	]	PUNCT
ejpam-6257	421	329	and	and	CCONJ
ejpam-6257	421	330	q2[’excellent	q2[’excellent	ADP
ejpam-6257	421	331	’	'	PUNCT
ejpam-6257	421	332	]	]	PUNCT
ejpam-6257	421	333	and	and	CCONJ
ejpam-6257	421	334	q3[’average	q3[’average	NOUN
ejpam-6257	421	335	’	'	PUNCT
ejpam-6257	421	336	]	]	PUNCT
ejpam-6257	421	337	and	and	CCONJ
ejpam-6257	421	338	q4[’average	q4[’average	NOUN
ejpam-6257	421	339	’	'	PUNCT
ejpam-6257	421	340	]	]	PUNCT
ejpam-6257	421	341	then	then	ADV
ejpam-6257	421	342	grade[’average	grade[’average	NOUN
ejpam-6257	421	343	’	'	PUNCT
ejpam-6257	421	344	]	]	PUNCT
ejpam-6257	422	1	rule38	rule38	ADV
ejpam-6257	422	2	:	:	PUNCT
ejpam-6257	422	3	if	if	SCONJ
ejpam-6257	422	4	q1[’excellent	q1[’excellent	VERB
ejpam-6257	422	5	’	'	PUNCT
ejpam-6257	422	6	]	]	PUNCT
ejpam-6257	422	7	and	and	CCONJ
ejpam-6257	422	8	q2[’average	q2[’average	NOUN
ejpam-6257	422	9	’	'	PUNCT
ejpam-6257	422	10	]	]	PUNCT
ejpam-6257	422	11	then	then	ADV
ejpam-6257	422	12	grade[’average	grade[’average	VERB
ejpam-6257	422	13	’	'	PUNCT
ejpam-6257	422	14	]	]	PUNCT
ejpam-6257	422	15	rule39	rule39	NOUN
ejpam-6257	422	16	:	:	PUNCT
ejpam-6257	422	17	if	if	SCONJ
ejpam-6257	422	18	q1[’excellent	q1[’excellent	VERB
ejpam-6257	422	19	’	'	PUNCT
ejpam-6257	422	20	]	]	PUNCT
ejpam-6257	422	21	and	and	CCONJ
ejpam-6257	422	22	q2[’excellent	q2[’excellent	ADP
ejpam-6257	422	23	’	'	PUNCT
ejpam-6257	422	24	]	]	PUNCT
ejpam-6257	422	25	and	and	CCONJ
ejpam-6257	422	26	q3[’excellent	q3[’excellent	NUM
ejpam-6257	422	27	’	'	PUNCT
ejpam-6257	422	28	]	]	PUNCT
ejpam-6257	422	29	and	and	CCONJ
ejpam-6257	422	30	q4[’average	q4[’average	NOUN
ejpam-6257	422	31	’	'	PUNCT
ejpam-6257	422	32	]	]	PUNCT
ejpam-6257	422	33	then	then	ADV
ejpam-6257	422	34	grade[’good	grade[’good	PROPN
ejpam-6257	422	35	’	'	PUNCT
ejpam-6257	422	36	]	]	PUNCT
ejpam-6257	422	37	rule40	rule40	ADV
ejpam-6257	422	38	:	:	PUNCT
ejpam-6257	422	39	if	if	SCONJ
ejpam-6257	422	40	q1[’excellent	q1[’excellent	VERB
ejpam-6257	422	41	’	'	PUNCT
ejpam-6257	422	42	]	]	PUNCT
ejpam-6257	422	43	and	and	CCONJ
ejpam-6257	422	44	q2[’excellent	q2[’excellent	ADP
ejpam-6257	422	45	’	'	PUNCT
ejpam-6257	422	46	]	]	PUNCT
ejpam-6257	422	47	then	then	ADV
ejpam-6257	422	48	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	422	49	’	'	PUNCT
ejpam-6257	422	50	]	]	PUNCT
ejpam-6257	422	51	rule41	rule41	NOUN
ejpam-6257	422	52	:	:	PUNCT
ejpam-6257	422	53	if	if	SCONJ
ejpam-6257	422	54	q1[’excellent	q1[’excellent	VERB
ejpam-6257	422	55	’	'	PUNCT
ejpam-6257	422	56	]	]	PUNCT
ejpam-6257	422	57	and	and	CCONJ
ejpam-6257	422	58	q2[’excellent	q2[’excellent	ADP
ejpam-6257	422	59	’	'	PUNCT
ejpam-6257	422	60	]	]	PUNCT
ejpam-6257	422	61	and	and	CCONJ
ejpam-6257	422	62	q3[’excellent	q3[’excellent	NUM
ejpam-6257	422	63	’	'	PUNCT
ejpam-6257	422	64	]	]	PUNCT
ejpam-6257	422	65	and	and	CCONJ
ejpam-6257	422	66	q4[’average	q4[’average	NOUN
ejpam-6257	422	67	’	'	PUNCT
ejpam-6257	422	68	]	]	PUNCT
ejpam-6257	422	69	then	then	ADV
ejpam-6257	422	70	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	422	71	’	'	PUNCT
ejpam-6257	422	72	]	]	PUNCT
ejpam-6257	422	73	rule42	rule42	NOUN
ejpam-6257	422	74	:	:	PUNCT
ejpam-6257	422	75	if	if	SCONJ
ejpam-6257	422	76	q1[’average	q1[’average	PROPN
ejpam-6257	422	77	’	'	PUNCT
ejpam-6257	422	78	]	]	PUNCT
ejpam-6257	422	79	and	and	CCONJ
ejpam-6257	422	80	q2[’average	q2[’average	NOUN
ejpam-6257	422	81	’	'	PUNCT
ejpam-6257	422	82	]	]	PUNCT
ejpam-6257	422	83	and	and	CCONJ
ejpam-6257	422	84	q3[’average	q3[’average	NOUN
ejpam-6257	422	85	’	'	PUNCT
ejpam-6257	422	86	]	]	PUNCT
ejpam-6257	422	87	and	and	CCONJ
ejpam-6257	422	88	q4[’excellent	q4[’excellent	ADJ
ejpam-6257	422	89	’	'	PUNCT
ejpam-6257	422	90	]	]	PUNCT
ejpam-6257	422	91	then	then	ADV
ejpam-6257	422	92	m.	m.	PROPN
ejpam-6257	422	93	m.	m.	PROPN
ejpam-6257	422	94	alkandari	alkandari	PROPN
ejpam-6257	422	95	,	,	PUNCT
ejpam-6257	422	96	a.	a.	PROPN
ejpam-6257	422	97	h.	h.	PROPN
ejpam-6257	422	98	alajmi	alajmi	PROPN
ejpam-6257	422	99	/	/	SYM
ejpam-6257	422	100	eur	eur	PROPN
ejpam-6257	422	101	.	.	PUNCT
ejpam-6257	423	1	j.	j.	PROPN
ejpam-6257	423	2	pure	pure	PROPN
ejpam-6257	423	3	appl	appl	PROPN
ejpam-6257	423	4	.	.	PROPN
ejpam-6257	423	5	math	math	PROPN
ejpam-6257	423	6	,	,	PUNCT
ejpam-6257	423	7	18	18	NUM
ejpam-6257	423	8	(	(	PUNCT
ejpam-6257	423	9	3	3	NUM
ejpam-6257	423	10	)	)	PUNCT
ejpam-6257	423	11	(	(	PUNCT
ejpam-6257	423	12	2025	2025	NUM
ejpam-6257	423	13	)	)	PUNCT
ejpam-6257	423	14	,	,	PUNCT
ejpam-6257	423	15	6257	6257	NUM
ejpam-6257	423	16	25	25	NUM
ejpam-6257	423	17	of	of	ADP
ejpam-6257	423	18	25	25	NUM
ejpam-6257	423	19	grade[’average	grade[’average	NOUN
ejpam-6257	423	20	’	'	PUNCT
ejpam-6257	423	21	]	]	PUNCT
ejpam-6257	423	22	rule43	rule43	NOUN
ejpam-6257	423	23	:	:	PUNCT
ejpam-6257	423	24	if	if	SCONJ
ejpam-6257	423	25	q1[’fail	q1[’fail	VERB
ejpam-6257	423	26	’	'	PUNCT
ejpam-6257	423	27	]	]	PUNCT
ejpam-6257	423	28	and	and	CCONJ
ejpam-6257	423	29	q2[’fail	q2[’fail	PROPN
ejpam-6257	423	30	’	'	PUNCT
ejpam-6257	423	31	]	]	PUNCT
ejpam-6257	423	32	then	then	ADV
ejpam-6257	423	33	grade[’fail	grade[’fail	VERB
ejpam-6257	423	34	’	'	PUNCT
ejpam-6257	423	35	]	]	PUNCT
ejpam-6257	423	36	rule44	rule44	PROPN
ejpam-6257	423	37	:	:	PUNCT
ejpam-6257	424	1	if	if	SCONJ
ejpam-6257	424	2	q1[’fail	q1[’fail	VERB
ejpam-6257	424	3	’	'	PUNCT
ejpam-6257	424	4	]	]	PUNCT
ejpam-6257	424	5	and	and	CCONJ
ejpam-6257	424	6	q2[’poor	q2[’poor	NUM
ejpam-6257	424	7	’	'	PUNCT
ejpam-6257	424	8	]	]	PUNCT
ejpam-6257	424	9	and	and	CCONJ
ejpam-6257	424	10	q3[’fail	q3[’fail	NUM
ejpam-6257	424	11	’	'	PUNCT
ejpam-6257	424	12	]	]	PUNCT
ejpam-6257	424	13	and	and	CCONJ
ejpam-6257	424	14	q4[’fail	q4[’fail	NUM
ejpam-6257	424	15	’	'	PUNCT
ejpam-6257	424	16	]	]	PUNCT
ejpam-6257	424	17	then	then	ADV
ejpam-6257	424	18	grade[’fail	grade[’fail	VERB
ejpam-6257	424	19	’	'	PUNCT
ejpam-6257	424	20	]	]	PUNCT
ejpam-6257	425	1	rule45	rule45	INTJ
ejpam-6257	425	2	:	:	PUNCT
ejpam-6257	425	3	if	if	SCONJ
ejpam-6257	425	4	q1[’fail	q1[’fail	VERB
ejpam-6257	425	5	’	'	PUNCT
ejpam-6257	425	6	]	]	PUNCT
ejpam-6257	425	7	and	and	CCONJ
ejpam-6257	425	8	q2[’fail	q2[’fail	PROPN
ejpam-6257	425	9	’	'	PUNCT
ejpam-6257	425	10	]	]	PUNCT
ejpam-6257	425	11	and	and	CCONJ
ejpam-6257	425	12	q3[’fail	q3[’fail	NUM
ejpam-6257	425	13	’	'	PUNCT
ejpam-6257	425	14	]	]	PUNCT
ejpam-6257	425	15	and	and	CCONJ
ejpam-6257	425	16	q4[’fail	q4[’fail	NUM
ejpam-6257	425	17	’	'	PUNCT
ejpam-6257	425	18	]	]	PUNCT
ejpam-6257	425	19	then	then	ADV
ejpam-6257	425	20	grade[’fail	grade[’fail	VERB
ejpam-6257	425	21	’	'	PUNCT
ejpam-6257	425	22	]	]	PUNCT
ejpam-6257	425	23	rule46	rule46	NOUN
ejpam-6257	425	24	:	:	PUNCT
ejpam-6257	425	25	if	if	SCONJ
ejpam-6257	425	26	q1[’average	q1[’average	NOUN
ejpam-6257	425	27	’	'	PUNCT
ejpam-6257	425	28	]	]	PUNCT
ejpam-6257	425	29	and	and	CCONJ
ejpam-6257	425	30	q2[’poor	q2[’poor	NUM
ejpam-6257	425	31	’	'	PUNCT
ejpam-6257	425	32	]	]	PUNCT
ejpam-6257	425	33	and	and	CCONJ
ejpam-6257	425	34	q3[’fail	q3[’fail	NUM
ejpam-6257	425	35	’	'	PUNCT
ejpam-6257	425	36	]	]	PUNCT
ejpam-6257	425	37	and	and	CCONJ
ejpam-6257	425	38	q4[’fail	q4[’fail	NUM
ejpam-6257	425	39	’	'	PUNCT
ejpam-6257	425	40	]	]	PUNCT
ejpam-6257	425	41	then	then	ADV
ejpam-6257	425	42	grade[’poor	grade[’poor	PROPN
ejpam-6257	425	43	’	'	PUNCT
ejpam-6257	425	44	]	]	PUNCT
ejpam-6257	425	45	rule47	rule47	PROPN
ejpam-6257	425	46	:	:	PUNCT
ejpam-6257	425	47	if	if	SCONJ
ejpam-6257	425	48	q1[’poor	q1[’poor	PROPN
ejpam-6257	425	49	’	'	PUNCT
ejpam-6257	425	50	]	]	PUNCT
ejpam-6257	425	51	and	and	CCONJ
ejpam-6257	425	52	q2[’poor	q2[’poor	NUM
ejpam-6257	425	53	’	'	PUNCT
ejpam-6257	425	54	]	]	PUNCT
ejpam-6257	425	55	and	and	CCONJ
ejpam-6257	425	56	q3[’poor	q3[’poor	NOUN
ejpam-6257	425	57	’	'	PUNCT
ejpam-6257	425	58	]	]	PUNCT
ejpam-6257	425	59	and	and	CCONJ
ejpam-6257	425	60	q4[’poor	q4[’poor	NUM
ejpam-6257	425	61	’	'	PUNCT
ejpam-6257	425	62	]	]	PUNCT
ejpam-6257	425	63	then	then	ADV
ejpam-6257	425	64	grade[’poor	grade[’poor	PROPN
ejpam-6257	425	65	’	'	PUNCT
ejpam-6257	425	66	]	]	PUNCT
ejpam-6257	425	67	rule48	rule48	NOUN
ejpam-6257	425	68	:	:	PUNCT
ejpam-6257	425	69	if	if	SCONJ
ejpam-6257	425	70	q1[’poor	q1[’poor	PROPN
ejpam-6257	425	71	’	'	PUNCT
ejpam-6257	425	72	]	]	PUNCT
ejpam-6257	425	73	and	and	CCONJ
ejpam-6257	425	74	q2[’fail	q2[’fail	PROPN
ejpam-6257	425	75	’	'	PUNCT
ejpam-6257	425	76	]	]	PUNCT
ejpam-6257	425	77	and	and	CCONJ
ejpam-6257	425	78	q3[’fail	q3[’fail	NUM
ejpam-6257	425	79	’	'	PUNCT
ejpam-6257	425	80	]	]	PUNCT
ejpam-6257	425	81	and	and	CCONJ
ejpam-6257	425	82	q4[’fail	q4[’fail	NUM
ejpam-6257	425	83	’	'	PUNCT
ejpam-6257	425	84	]	]	PUNCT
ejpam-6257	425	85	then	then	ADV
ejpam-6257	425	86	grade[’fail	grade[’fail	VERB
ejpam-6257	425	87	’	'	PUNCT
ejpam-6257	425	88	]	]	PUNCT
ejpam-6257	425	89	rule49	rule49	NOUN
ejpam-6257	425	90	:	:	PUNCT
ejpam-6257	425	91	if	if	SCONJ
ejpam-6257	425	92	q1[’excellent	q1[’excellent	VERB
ejpam-6257	425	93	’	'	PUNCT
ejpam-6257	425	94	]	]	PUNCT
ejpam-6257	425	95	and	and	CCONJ
ejpam-6257	425	96	q2[’fail	q2[’fail	PROPN
ejpam-6257	425	97	’	'	PUNCT
ejpam-6257	425	98	]	]	PUNCT
ejpam-6257	425	99	and	and	CCONJ
ejpam-6257	425	100	q3[’fail	q3[’fail	NUM
ejpam-6257	425	101	’	'	PUNCT
ejpam-6257	425	102	]	]	PUNCT
ejpam-6257	425	103	and	and	CCONJ
ejpam-6257	425	104	q4[’fail	q4[’fail	NUM
ejpam-6257	425	105	’	'	PUNCT
ejpam-6257	425	106	]	]	PUNCT
ejpam-6257	425	107	then	then	ADV
ejpam-6257	425	108	grade[’fail	grade[’fail	VERB
ejpam-6257	425	109	’	'	PUNCT
ejpam-6257	425	110	]	]	PUNCT
ejpam-6257	425	111	rule50	rule50	NOUN
ejpam-6257	425	112	:	:	PUNCT
ejpam-6257	426	1	if	if	SCONJ
ejpam-6257	426	2	q1[’excellent	q1[’excellent	VERB
ejpam-6257	426	3	’	'	PUNCT
ejpam-6257	426	4	]	]	PUNCT
ejpam-6257	426	5	and	and	CCONJ
ejpam-6257	426	6	q2[’excellent	q2[’excellent	ADP
ejpam-6257	426	7	’	'	PUNCT
ejpam-6257	426	8	]	]	PUNCT
ejpam-6257	426	9	and	and	CCONJ
ejpam-6257	426	10	q3[’excellent	q3[’excellent	NUM
ejpam-6257	426	11	’	'	PUNCT
ejpam-6257	426	12	]	]	PUNCT
ejpam-6257	426	13	and	and	CCONJ
ejpam-6257	426	14	q4[’good	q4[’good	PROPN
ejpam-6257	426	15	’	'	PUNCT
ejpam-6257	426	16	]	]	PUNCT
ejpam-6257	426	17	then	then	ADV
ejpam-6257	426	18	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	426	19	’	'	PUNCT
ejpam-6257	426	20	]	]	PUNCT
ejpam-6257	426	21	rule51	rule51	NOUN
ejpam-6257	426	22	:	:	PUNCT
ejpam-6257	426	23	if	if	SCONJ
ejpam-6257	426	24	q1[’poor	q1[’poor	PROPN
ejpam-6257	426	25	’	'	PUNCT
ejpam-6257	426	26	]	]	PUNCT
ejpam-6257	426	27	and	and	CCONJ
ejpam-6257	426	28	q2[’fail	q2[’fail	PROPN
ejpam-6257	426	29	’	'	PUNCT
ejpam-6257	426	30	]	]	PUNCT
ejpam-6257	426	31	and	and	CCONJ
ejpam-6257	426	32	q3[’poor	q3[’poor	NOUN
ejpam-6257	426	33	’	'	PUNCT
ejpam-6257	426	34	]	]	PUNCT
ejpam-6257	426	35	and	and	CCONJ
ejpam-6257	426	36	q4[’fail	q4[’fail	NUM
ejpam-6257	426	37	’	'	PUNCT
ejpam-6257	426	38	]	]	PUNCT
ejpam-6257	426	39	then	then	ADV
ejpam-6257	426	40	grade[’fail	grade[’fail	VERB
ejpam-6257	426	41	’	'	PUNCT
ejpam-6257	426	42	]	]	PUNCT
ejpam-6257	426	43	rule52	rule52	NOUN
ejpam-6257	426	44	:	:	PUNCT
ejpam-6257	426	45	if	if	SCONJ
ejpam-6257	426	46	q1[’poor	q1[’poor	PROPN
ejpam-6257	426	47	’	'	PUNCT
ejpam-6257	426	48	]	]	PUNCT
ejpam-6257	426	49	and	and	CCONJ
ejpam-6257	426	50	q2[’poor	q2[’poor	NUM
ejpam-6257	426	51	’	'	PUNCT
ejpam-6257	426	52	]	]	PUNCT
ejpam-6257	426	53	and	and	CCONJ
ejpam-6257	426	54	q3[’fail	q3[’fail	NUM
ejpam-6257	426	55	’	'	PUNCT
ejpam-6257	426	56	]	]	PUNCT
ejpam-6257	426	57	and	and	CCONJ
ejpam-6257	426	58	q4[’fail	q4[’fail	NUM
ejpam-6257	426	59	’	'	PUNCT
ejpam-6257	426	60	]	]	PUNCT
ejpam-6257	426	61	then	then	ADV
ejpam-6257	426	62	grade[’fail	grade[’fail	VERB
ejpam-6257	426	63	’	'	PUNCT
ejpam-6257	426	64	]	]	PUNCT
ejpam-6257	426	65	rule53	rule53	NOUN
ejpam-6257	426	66	:	:	PUNCT
ejpam-6257	426	67	if	if	SCONJ
ejpam-6257	426	68	q1[’excellent	q1[’excellent	VERB
ejpam-6257	426	69	’	'	PUNCT
ejpam-6257	426	70	]	]	PUNCT
ejpam-6257	426	71	and	and	CCONJ
ejpam-6257	426	72	q2[’excellent	q2[’excellent	ADP
ejpam-6257	426	73	’	'	PUNCT
ejpam-6257	426	74	]	]	PUNCT
ejpam-6257	426	75	and	and	CCONJ
ejpam-6257	426	76	q3[’excellent	q3[’excellent	NUM
ejpam-6257	426	77	’	'	PUNCT
ejpam-6257	426	78	]	]	PUNCT
ejpam-6257	426	79	and	and	CCONJ
ejpam-6257	426	80	q4[’excellent	q4[’excellent	ADJ
ejpam-6257	426	81	’	'	PUNCT
ejpam-6257	426	82	]	]	PUNCT
ejpam-6257	426	83	then	then	ADV
ejpam-6257	426	84	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	426	85	’	'	PUNCT
ejpam-6257	426	86	]	]	PUNCT
ejpam-6257	426	87	rule54	rule54	NOUN
ejpam-6257	426	88	:	:	PUNCT
ejpam-6257	427	1	if	if	SCONJ
ejpam-6257	427	2	q1[’average	q1[’average	PROPN
ejpam-6257	427	3	’	'	PUNCT
ejpam-6257	427	4	]	]	PUNCT
ejpam-6257	427	5	and	and	CCONJ
ejpam-6257	427	6	q2[’fail	q2[’fail	PROPN
ejpam-6257	427	7	’	'	PUNCT
ejpam-6257	427	8	]	]	PUNCT
ejpam-6257	427	9	and	and	CCONJ
ejpam-6257	427	10	q3[’poor	q3[’poor	NOUN
ejpam-6257	427	11	’	'	PUNCT
ejpam-6257	427	12	]	]	PUNCT
ejpam-6257	427	13	and	and	CCONJ
ejpam-6257	427	14	q4[’fail	q4[’fail	NUM
ejpam-6257	427	15	’	'	PUNCT
ejpam-6257	427	16	]	]	PUNCT
ejpam-6257	427	17	then	then	ADV
ejpam-6257	427	18	grade[’fail	grade[’fail	VERB
ejpam-6257	427	19	’	'	PUNCT
ejpam-6257	427	20	]	]	PUNCT
ejpam-6257	427	21	rule55	rule55	NOUN
ejpam-6257	427	22	:	:	PUNCT
ejpam-6257	427	23	if	if	SCONJ
ejpam-6257	427	24	q1[’excellent	q1[’excellent	VERB
ejpam-6257	427	25	’	'	PUNCT
ejpam-6257	427	26	]	]	PUNCT
ejpam-6257	427	27	and	and	CCONJ
ejpam-6257	427	28	q2[’fail	q2[’fail	PROPN
ejpam-6257	427	29	’	'	PUNCT
ejpam-6257	427	30	]	]	PUNCT
ejpam-6257	427	31	and	and	CCONJ
ejpam-6257	427	32	q3[’average	q3[’average	NOUN
ejpam-6257	427	33	’	'	PUNCT
ejpam-6257	427	34	]	]	PUNCT
ejpam-6257	427	35	and	and	CCONJ
ejpam-6257	427	36	q4[’fail	q4[’fail	NUM
ejpam-6257	427	37	’	'	PUNCT
ejpam-6257	427	38	]	]	PUNCT
ejpam-6257	427	39	then	then	ADV
ejpam-6257	427	40	grade[’poor	grade[’poor	PROPN
ejpam-6257	427	41	’	'	PUNCT
ejpam-6257	427	42	]	]	PUNCT
ejpam-6257	427	43	rule56	rule56	PROPN
ejpam-6257	427	44	:	:	PUNCT
ejpam-6257	427	45	if	if	SCONJ
ejpam-6257	427	46	q1[’excellent	q1[’excellent	VERB
ejpam-6257	427	47	’	'	PUNCT
ejpam-6257	427	48	]	]	PUNCT
ejpam-6257	427	49	and	and	CCONJ
ejpam-6257	427	50	q2[’average	q2[’average	NOUN
ejpam-6257	427	51	’	'	PUNCT
ejpam-6257	427	52	]	]	PUNCT
ejpam-6257	427	53	and	and	CCONJ
ejpam-6257	427	54	q3[’excellent	q3[’excellent	NUM
ejpam-6257	427	55	’	'	PUNCT
ejpam-6257	427	56	]	]	PUNCT
ejpam-6257	427	57	and	and	CCONJ
ejpam-6257	427	58	q4[’fail	q4[’fail	NUM
ejpam-6257	427	59	’	'	PUNCT
ejpam-6257	427	60	]	]	PUNCT
ejpam-6257	427	61	then	then	ADV
ejpam-6257	427	62	grade[’average	grade[’average	NOUN
ejpam-6257	427	63	’	'	PUNCT
ejpam-6257	427	64	]	]	PUNCT
ejpam-6257	427	65	rule57	rule57	NOUN
ejpam-6257	427	66	:	:	PUNCT
ejpam-6257	427	67	if	if	SCONJ
ejpam-6257	427	68	q1[’average	q1[’average	PROPN
ejpam-6257	427	69	’	'	PUNCT
ejpam-6257	427	70	]	]	PUNCT
ejpam-6257	427	71	and	and	CCONJ
ejpam-6257	427	72	q2[’fail	q2[’fail	PROPN
ejpam-6257	427	73	’	'	PUNCT
ejpam-6257	427	74	]	]	PUNCT
ejpam-6257	427	75	and	and	CCONJ
ejpam-6257	427	76	q3[’fail	q3[’fail	NUM
ejpam-6257	427	77	’	'	PUNCT
ejpam-6257	427	78	]	]	PUNCT
ejpam-6257	427	79	and	and	CCONJ
ejpam-6257	427	80	q4[’fail	q4[’fail	NUM
ejpam-6257	427	81	’	'	PUNCT
ejpam-6257	427	82	]	]	PUNCT
ejpam-6257	427	83	then	then	ADV
ejpam-6257	427	84	grade[’fail	grade[’fail	VERB
ejpam-6257	427	85	’	'	PUNCT
ejpam-6257	427	86	]	]	PUNCT
ejpam-6257	427	87	rule58	rule58	NOUN
ejpam-6257	427	88	:	:	PUNCT
ejpam-6257	427	89	if	if	SCONJ
ejpam-6257	427	90	q1[’excellent	q1[’excellent	VERB
ejpam-6257	427	91	’	'	PUNCT
ejpam-6257	427	92	]	]	PUNCT
ejpam-6257	427	93	and	and	CCONJ
ejpam-6257	427	94	q2[’poor	q2[’poor	NUM
ejpam-6257	427	95	’	'	PUNCT
ejpam-6257	427	96	]	]	PUNCT
ejpam-6257	427	97	and	and	CCONJ
ejpam-6257	427	98	q3[’poor	q3[’poor	NOUN
ejpam-6257	427	99	’	'	PUNCT
ejpam-6257	427	100	]	]	PUNCT
ejpam-6257	427	101	and	and	CCONJ
ejpam-6257	427	102	q4[’poor	q4[’poor	NUM
ejpam-6257	427	103	’	'	PUNCT
ejpam-6257	427	104	]	]	PUNCT
ejpam-6257	427	105	then	then	ADV
ejpam-6257	427	106	grade[’average	grade[’average	VERB
ejpam-6257	427	107	’	'	PUNCT
ejpam-6257	427	108	]	]	PUNCT
ejpam-6257	427	109	rule59	rule59	NOUN
ejpam-6257	427	110	:	:	PUNCT
ejpam-6257	427	111	if	if	SCONJ
ejpam-6257	427	112	q1[’excellent	q1[’excellent	VERB
ejpam-6257	427	113	’	'	PUNCT
ejpam-6257	427	114	]	]	PUNCT
ejpam-6257	427	115	and	and	CCONJ
ejpam-6257	427	116	q2[’excellent	q2[’excellent	ADP
ejpam-6257	427	117	’	'	PUNCT
ejpam-6257	427	118	]	]	PUNCT
ejpam-6257	427	119	and	and	CCONJ
ejpam-6257	427	120	q3[’excellent	q3[’excellent	NUM
ejpam-6257	427	121	’	'	PUNCT
ejpam-6257	427	122	]	]	PUNCT
ejpam-6257	427	123	and	and	CCONJ
ejpam-6257	427	124	q4[’average	q4[’average	NOUN
ejpam-6257	427	125	’	'	PUNCT
ejpam-6257	427	126	]	]	PUNCT
ejpam-6257	427	127	then	then	ADV
ejpam-6257	427	128	grade[’excellent	grade[’excellent	NOUN
ejpam-6257	427	129	’	'	PUNCT
ejpam-6257	427	130	]	]	PUNCT