id	sid	tid	token	lemma	pos
easat-3028	1	1	edelweiss	edelweiss	PROPN
easat-3028	1	2	applied	apply	VERB
easat-3028	1	3	science	science	NOUN
easat-3028	1	4	and	and	CCONJ
easat-3028	1	5	technology	technology	NOUN
easat-3028	1	6	issn	issn	PROPN
easat-3028	1	7	:	:	PUNCT
easat-3028	1	8	2576	2576	NUM
easat-3028	1	9	-	-	SYM
easat-3028	1	10	8484	8484	NUM
easat-3028	1	11	vol	vol	NOUN
easat-3028	1	12	.	.	PROPN
easat-3028	1	13	8	8	NUM
easat-3028	1	14	,	,	PUNCT
easat-3028	1	15	no	no	INTJ
easat-3028	1	16	.	.	NOUN
easat-3028	1	17	6	6	NUM
easat-3028	1	18	,	,	PUNCT
easat-3028	1	19	4765	4765	NUM
easat-3028	1	20	-	-	SYM
easat-3028	1	21	4777	4777	NUM
easat-3028	1	22	2024	2024	NUM
easat-3028	1	23	publisher	publisher	NOUN
easat-3028	1	24	:	:	PUNCT
easat-3028	1	25	learning	learn	VERB
easat-3028	1	26	gate	gate	NOUN
easat-3028	1	27	doi	doi	PROPN
easat-3028	1	28	:	:	PUNCT
easat-3028	1	29	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	1	30	©	©	PROPN
easat-3028	1	31	2024	2024	NUM
easat-3028	1	32	by	by	ADP
easat-3028	1	33	the	the	DET
easat-3028	1	34	authors	author	NOUN
easat-3028	1	35	;	;	PUNCT
easat-3028	1	36	licensee	licensee	PROPN
easat-3028	1	37	learning	learning	NOUN
easat-3028	1	38	gate	gate	NOUN
easat-3028	1	39	©	©	PROPN
easat-3028	1	40	2024	2024	NUM
easat-3028	1	41	by	by	ADP
easat-3028	1	42	the	the	DET
easat-3028	1	43	authors	author	NOUN
easat-3028	1	44	;	;	PUNCT
easat-3028	1	45	licensee	licensee	PROPN
easat-3028	1	46	learning	learn	VERB
easat-3028	1	47	gate	gate	NOUN
easat-3028	1	48	*	*	PUNCT
easat-3028	1	49	correspondence	correspondence	NOUN
easat-3028	1	50	:	:	PUNCT
easat-3028	1	51	zahratulfitri@unimal.ac.id	zahratulfitri@unimal.ac.id	ADJ
easat-3028	1	52	computational	computational	ADJ
easat-3028	1	53	thinking	thinking	NOUN
easat-3028	1	54	-	-	PUNCT
easat-3028	1	55	based	base	VERB
easat-3028	1	56	informatics	informatic	NOUN
easat-3028	1	57	material	material	NOUN
easat-3028	1	58	recommendation	recommendation	NOUN
easat-3028	1	59	system	system	NOUN
easat-3028	1	60	for	for	ADP
easat-3028	1	61	vocational	vocational	ADJ
easat-3028	1	62	school	school	NOUN
easat-3028	1	63	students	student	NOUN
easat-3028	1	64	with	with	ADP
easat-3028	1	65	the	the	DET
easat-3028	1	66	content	content	NOUN
easat-3028	1	67	-	-	PUNCT
easat-3028	1	68	based	base	VERB
easat-3028	1	69	filtering	filtering	NOUN
easat-3028	1	70	method	method	NOUN
easat-3028	1	71	zahratul	zahratul	NOUN
easat-3028	1	72	fitri1	fitri1	NOUN
easat-3028	1	73	*	*	ADJ
easat-3028	1	74	,	,	PUNCT
easat-3028	1	75	safriana2	safriana2	NOUN
easat-3028	1	76	,	,	PUNCT
easat-3028	1	77	nurdin3	nurdin3	PROPN
easat-3028	1	78	1,3faculty	1,3faculty	NUM
easat-3028	1	79	of	of	ADP
easat-3028	1	80	engineering	engineering	NOUN
easat-3028	1	81	,	,	PUNCT
easat-3028	1	82	majoring	major	VERB
easat-3028	1	83	in	in	ADP
easat-3028	1	84	technology	technology	NOUN
easat-3028	1	85	information	information	NOUN
easat-3028	1	86	,	,	PUNCT
easat-3028	1	87	malikussaleh	malikussaleh	ADJ
easat-3028	1	88	university	university	NOUN
easat-3028	1	89	,	,	PUNCT
easat-3028	1	90	aceh	aceh	PROPN
easat-3028	1	91	,	,	PUNCT
easat-3028	1	92	indonesia	indonesia	PROPN
easat-3028	1	93	;	;	PUNCT
easat-3028	1	94	zahratulfitri@unimal.ac.id	zahratulfitri@unimal.ac.id	PROPN
easat-3028	1	95	(	(	PUNCT
easat-3028	1	96	z.f	z.f	PROPN
easat-3028	1	97	.	.	PROPN
easat-3028	1	98	)	)	PUNCT
easat-3028	1	99	.	.	PUNCT
easat-3028	2	1	2faculty	2faculty	NUM
easat-3028	2	2	of	of	ADP
easat-3028	2	3	education	education	NOUN
easat-3028	2	4	,	,	PUNCT
easat-3028	2	5	majoring	major	VERB
easat-3028	2	6	in	in	ADP
easat-3028	2	7	physics	physics	PROPN
easat-3028	2	8	,	,	PUNCT
easat-3028	2	9	malikussaleh	malikussaleh	ADJ
easat-3028	2	10	university	university	NOUN
easat-3028	2	11	,	,	PUNCT
easat-3028	2	12	aceh	aceh	PROPN
easat-3028	2	13	,	,	PUNCT
easat-3028	2	14	indonesia	indonesia	PROPN
easat-3028	2	15	.	.	PUNCT
easat-3028	3	1	abstract	abstract	PROPN
easat-3028	3	2	:	:	PUNCT
easat-3028	3	3	the	the	DET
easat-3028	3	4	system	system	NOUN
easat-3028	3	5	is	be	AUX
easat-3028	3	6	built	build	VERB
easat-3028	3	7	by	by	ADP
easat-3028	3	8	displaying	display	VERB
easat-3028	3	9	the	the	DET
easat-3028	3	10	results	result	NOUN
easat-3028	3	11	of	of	ADP
easat-3028	3	12	material	material	ADJ
easat-3028	3	13	recommendations	recommendation	NOUN
easat-3028	3	14	and	and	CCONJ
easat-3028	3	15	the	the	DET
easat-3028	3	16	results	result	NOUN
easat-3028	3	17	of	of	ADP
easat-3028	3	18	the	the	DET
easat-3028	3	19	accuracy	accuracy	NOUN
easat-3028	3	20	test	test	NOUN
easat-3028	3	21	of	of	ADP
easat-3028	3	22	student	student	NOUN
easat-3028	3	23	material	material	NOUN
easat-3028	3	24	recommendation	recommendation	NOUN
easat-3028	3	25	scores	score	NOUN
easat-3028	3	26	based	base	VERB
easat-3028	3	27	on	on	ADP
easat-3028	3	28	students	student	NOUN
easat-3028	3	29	'	'	PART
easat-3028	3	30	computational	computational	ADJ
easat-3028	3	31	thinking	thinking	NOUN
easat-3028	3	32	.	.	PUNCT
easat-3028	4	1	the	the	DET
easat-3028	4	2	processes	process	NOUN
easat-3028	4	3	carried	carry	VERB
easat-3028	4	4	out	out	ADP
easat-3028	4	5	are	be	AUX
easat-3028	4	6	tokenization	tokenization	NOUN
easat-3028	4	7	,	,	PUNCT
easat-3028	4	8	stopword	stopword	NOUN
easat-3028	4	9	removal	removal	NOUN
easat-3028	4	10	,	,	PUNCT
easat-3028	4	11	stemming	stemming	NOUN
easat-3028	4	12	,	,	PUNCT
easat-3028	4	13	and	and	CCONJ
easat-3028	4	14	weighting	weight	VERB
easat-3028	4	15	.	.	PUNCT
easat-3028	5	1	the	the	DET
easat-3028	5	2	results	result	NOUN
easat-3028	5	3	of	of	ADP
easat-3028	5	4	the	the	DET
easat-3028	5	5	extraction	extraction	NOUN
easat-3028	5	6	were	be	AUX
easat-3028	5	7	then	then	ADV
easat-3028	5	8	compared	compare	VERB
easat-3028	5	9	using	use	VERB
easat-3028	5	10	the	the	DET
easat-3028	5	11	cosine	cosine	NOUN
easat-3028	5	12	similarity	similarity	NOUN
easat-3028	5	13	approach	approach	NOUN
easat-3028	5	14	.	.	PUNCT
easat-3028	6	1	the	the	PRON
easat-3028	6	2	greater	great	ADJ
easat-3028	6	3	the	the	DET
easat-3028	6	4	cosinesimilarity	cosinesimilarity	NOUN
easat-3028	6	5	value	value	NOUN
easat-3028	6	6	produced	produce	VERB
easat-3028	6	7	,	,	PUNCT
easat-3028	6	8	the	the	PRON
easat-3028	6	9	more	more	ADV
easat-3028	6	10	similar	similar	ADJ
easat-3028	6	11	the	the	DET
easat-3028	6	12	two	two	NUM
easat-3028	6	13	data	datum	NOUN
easat-3028	6	14	are	be	AUX
easat-3028	6	15	,	,	PUNCT
easat-3028	6	16	so	so	SCONJ
easat-3028	6	17	that	that	SCONJ
easat-3028	6	18	the	the	DET
easat-3028	6	19	material	material	ADJ
easat-3028	6	20	recommendations	recommendation	NOUN
easat-3028	6	21	will	will	AUX
easat-3028	6	22	be	be	AUX
easat-3028	6	23	based	base	VERB
easat-3028	6	24	on	on	ADP
easat-3028	6	25	the	the	DET
easat-3028	6	26	smallest	small	ADJ
easat-3028	6	27	cosine	cosine	ADJ
easat-3028	6	28	-	-	PUNCT
easat-3028	6	29	similarity	similarity	NOUN
easat-3028	6	30	value	value	NOUN
easat-3028	6	31	between	between	ADP
easat-3028	6	32	the	the	DET
easat-3028	6	33	extraction	extraction	NOUN
easat-3028	6	34	of	of	ADP
easat-3028	6	35	student	student	NOUN
easat-3028	6	36	recommendation	recommendation	NOUN
easat-3028	6	37	data	datum	NOUN
easat-3028	6	38	.	.	PUNCT
easat-3028	7	1	the	the	DET
easat-3028	7	2	system	system	NOUN
easat-3028	7	3	built	build	VERB
easat-3028	7	4	has	have	AUX
easat-3028	7	5	met	meet	VERB
easat-3028	7	6	the	the	DET
easat-3028	7	7	needs	need	NOUN
easat-3028	7	8	of	of	ADP
easat-3028	7	9	functionality	functionality	NOUN
easat-3028	7	10	that	that	PRON
easat-3028	7	11	answer	answer	VERB
easat-3028	7	12	the	the	DET
easat-3028	7	13	results	result	NOUN
easat-3028	7	14	of	of	ADP
easat-3028	7	15	the	the	DET
easat-3028	7	16	problem	problem	NOUN
easat-3028	7	17	analysis	analysis	NOUN
easat-3028	7	18	determined	determine	VERB
easat-3028	7	19	at	at	ADP
easat-3028	7	20	the	the	DET
easat-3028	7	21	beginning	beginning	NOUN
easat-3028	7	22	of	of	ADP
easat-3028	7	23	the	the	DET
easat-3028	7	24	research	research	NOUN
easat-3028	7	25	.	.	PUNCT
easat-3028	8	1	this	this	PRON
easat-3028	8	2	is	be	AUX
easat-3028	8	3	by	by	ADP
easat-3028	8	4	the	the	DET
easat-3028	8	5	results	result	NOUN
easat-3028	8	6	of	of	ADP
easat-3028	8	7	system	system	NOUN
easat-3028	8	8	functionality	functionality	NOUN
easat-3028	8	9	testing	testing	NOUN
easat-3028	8	10	carried	carry	VERB
easat-3028	8	11	out	out	ADP
easat-3028	8	12	using	use	VERB
easat-3028	8	13	black	black	ADJ
easat-3028	8	14	box	box	PROPN
easat-3028	8	15	testing	testing	NOUN
easat-3028	8	16	.	.	PUNCT
easat-3028	9	1	the	the	DET
easat-3028	9	2	system	system	NOUN
easat-3028	9	3	has	have	AUX
easat-3028	9	4	been	be	AUX
easat-3028	9	5	by	by	ADP
easat-3028	9	6	the	the	DET
easat-3028	9	7	plan	plan	NOUN
easat-3028	9	8	.	.	PUNCT
easat-3028	10	1	keywords	keyword	NOUN
easat-3028	10	2	:	:	PUNCT
easat-3028	10	3	computational	computational	ADJ
easat-3028	10	4	thinking	thinking	NOUN
easat-3028	10	5	,	,	PUNCT
easat-3028	10	6	content	content	NOUN
easat-3028	10	7	-	-	PUNCT
easat-3028	10	8	based	base	VERB
easat-3028	10	9	filtering	filtering	NOUN
easat-3028	10	10	,	,	PUNCT
easat-3028	10	11	informatics	informatic	NOUN
easat-3028	10	12	materials	material	NOUN
easat-3028	10	13	.	.	PUNCT
easat-3028	11	1	recommendation	recommendation	NOUN
easat-3028	11	2	system	system	NOUN
easat-3028	11	3	.	.	PUNCT
easat-3028	12	1	1	1	X
easat-3028	12	2	.	.	X
easat-3028	12	3	introduction	introduction	NOUN
easat-3028	12	4	the	the	DET
easat-3028	12	5	development	development	NOUN
easat-3028	12	6	of	of	ADP
easat-3028	12	7	the	the	DET
easat-3028	12	8	industrial	industrial	ADJ
easat-3028	12	9	revolution	revolution	PROPN
easat-3028	12	10	4.0	4.0	NUM
easat-3028	12	11	currently	currently	ADV
easat-3028	12	12	has	have	VERB
easat-3028	12	13	an	an	DET
easat-3028	12	14	impact	impact	NOUN
easat-3028	12	15	on	on	ADP
easat-3028	12	16	the	the	DET
easat-3028	12	17	rapid	rapid	ADJ
easat-3028	12	18	development	development	NOUN
easat-3028	12	19	of	of	ADP
easat-3028	12	20	science	science	NOUN
easat-3028	12	21	and	and	CCONJ
easat-3028	12	22	technology	technology	NOUN
easat-3028	12	23	.	.	PUNCT
easat-3028	13	1	all	all	DET
easat-3028	13	2	areas	area	NOUN
easat-3028	13	3	of	of	ADP
easat-3028	13	4	life	life	NOUN
easat-3028	13	5	are	be	AUX
easat-3028	13	6	directed	direct	VERB
easat-3028	13	7	towards	towards	ADP
easat-3028	13	8	the	the	DET
easat-3028	13	9	use	use	NOUN
easat-3028	13	10	of	of	ADP
easat-3028	13	11	digital	digital	ADJ
easat-3028	13	12	technology	technology	NOUN
easat-3028	13	13	.	.	PUNCT
easat-3028	14	1	one	one	NUM
easat-3028	14	2	of	of	ADP
easat-3028	14	3	them	they	PRON
easat-3028	14	4	is	be	AUX
easat-3028	14	5	in	in	ADP
easat-3028	14	6	the	the	DET
easat-3028	14	7	field	field	NOUN
easat-3028	14	8	of	of	ADP
easat-3028	14	9	education	education	NOUN
easat-3028	14	10	,	,	PUNCT
easat-3028	14	11	entering	enter	VERB
easat-3028	14	12	the	the	DET
easat-3028	14	13	industrial	industrial	ADJ
easat-3028	14	14	revolution	revolution	NOUN
easat-3028	14	15	in	in	ADP
easat-3028	14	16	the	the	DET
easat-3028	14	17	world	world	NOUN
easat-3028	14	18	of	of	ADP
easat-3028	14	19	education	education	NOUN
easat-3028	14	20	is	be	AUX
easat-3028	14	21	required	require	VERB
easat-3028	14	22	to	to	PART
easat-3028	14	23	construct	construct	VERB
easat-3028	14	24	learning	learning	NOUN
easat-3028	14	25	that	that	PRON
easat-3028	14	26	involves	involve	VERB
easat-3028	14	27	technology	technology	NOUN
easat-3028	14	28	.	.	PUNCT
easat-3028	15	1	the	the	DET
easat-3028	15	2	education	education	NOUN
easat-3028	15	3	revolution	revolution	NOUN
easat-3028	15	4	4.0	4.0	NUM
easat-3028	15	5	is	be	AUX
easat-3028	15	6	a	a	DET
easat-3028	15	7	term	term	NOUN
easat-3028	15	8	used	use	VERB
easat-3028	15	9	by	by	ADP
easat-3028	15	10	education	education	NOUN
easat-3028	15	11	experts	expert	NOUN
easat-3028	15	12	to	to	PART
easat-3028	15	13	describe	describe	VERB
easat-3028	15	14	how	how	SCONJ
easat-3028	15	15	to	to	PART
easat-3028	15	16	implement	implement	VERB
easat-3028	15	17	technology	technology	NOUN
easat-3028	15	18	into	into	ADP
easat-3028	15	19	learning	learning	NOUN
easat-3028	15	20	.	.	PUNCT
easat-3028	16	1	one	one	NUM
easat-3028	16	2	of	of	ADP
easat-3028	16	3	the	the	DET
easat-3028	16	4	improvement	improvement	NOUN
easat-3028	16	5	thinking	thinking	NOUN
easat-3028	16	6	skills	skill	NOUN
easat-3028	16	7	that	that	PRON
easat-3028	16	8	students	student	NOUN
easat-3028	16	9	must	must	AUX
easat-3028	16	10	have	have	VERB
easat-3028	16	11	in	in	ADP
easat-3028	16	12	facing	face	VERB
easat-3028	16	13	the	the	DET
easat-3028	16	14	4.0	4.0	NUM
easat-3028	16	15	education	education	NOUN
easat-3028	16	16	era	era	NOUN
easat-3028	16	17	is	be	AUX
easat-3028	16	18	computational	computational	ADJ
easat-3028	16	19	thinking	thinking	NOUN
easat-3028	16	20	.	.	PUNCT
easat-3028	17	1	according	accord	VERB
easat-3028	17	2	to	to	ADP
easat-3028	17	3	[	[	X
easat-3028	17	4	1	1	NUM
easat-3028	17	5	]	]	PUNCT
easat-3028	17	6	,	,	PUNCT
easat-3028	17	7	computational	computational	ADJ
easat-3028	17	8	thinking	thinking	NOUN
easat-3028	17	9	is	be	AUX
easat-3028	17	10	defined	define	VERB
easat-3028	17	11	as	as	ADP
easat-3028	17	12	the	the	DET
easat-3028	17	13	thought	thought	NOUN
easat-3028	17	14	process	process	NOUN
easat-3028	17	15	involved	involve	VERB
easat-3028	17	16	in	in	ADP
easat-3028	17	17	formulating	formulate	VERB
easat-3028	17	18	a	a	DET
easat-3028	17	19	problem	problem	NOUN
easat-3028	17	20	,	,	PUNCT
easat-3028	17	21	and	and	CCONJ
easat-3028	17	22	its	its	PRON
easat-3028	17	23	solution	solution	NOUN
easat-3028	17	24	is	be	AUX
easat-3028	17	25	represented	represent	VERB
easat-3028	17	26	in	in	ADP
easat-3028	17	27	a	a	DET
easat-3028	17	28	form	form	NOUN
easat-3028	17	29	that	that	PRON
easat-3028	17	30	can	can	AUX
easat-3028	17	31	be	be	AUX
easat-3028	17	32	done	do	VERB
easat-3028	17	33	effectively	effectively	ADV
easat-3028	17	34	in	in	ADP
easat-3028	17	35	processing	processing	NOUN
easat-3028	17	36	information	information	NOUN
easat-3028	17	37	.	.	PUNCT
easat-3028	18	1	thus	thus	ADV
easat-3028	18	2	,	,	PUNCT
easat-3028	18	3	computational	computational	ADJ
easat-3028	18	4	thinking	thinking	NOUN
easat-3028	18	5	must	must	AUX
easat-3028	18	6	be	be	AUX
easat-3028	18	7	embedded	embed	VERB
easat-3028	18	8	in	in	ADP
easat-3028	18	9	the	the	DET
easat-3028	18	10	education	education	NOUN
easat-3028	18	11	system	system	NOUN
easat-3028	18	12	as	as	ADP
easat-3028	18	13	a	a	DET
easat-3028	18	14	substantial	substantial	ADJ
easat-3028	18	15	learning	learn	VERB
easat-3028	18	16	goal	goal	NOUN
easat-3028	18	17	to	to	PART
easat-3028	18	18	prepare	prepare	VERB
easat-3028	18	19	students	student	NOUN
easat-3028	18	20	with	with	ADP
easat-3028	18	21	future	future	ADJ
easat-3028	18	22	competencies	competency	NOUN
easat-3028	18	23	.	.	PUNCT
easat-3028	19	1	according	accord	VERB
easat-3028	19	2	to	to	ADP
easat-3028	19	3	[	[	X
easat-3028	19	4	2	2	NUM
easat-3028	19	5	]	]	PUNCT
easat-3028	19	6	,	,	PUNCT
easat-3028	19	7	computational	computational	ADJ
easat-3028	19	8	thinking	thinking	NOUN
easat-3028	19	9	is	be	AUX
easat-3028	19	10	very	very	ADV
easat-3028	19	11	important	important	ADJ
easat-3028	19	12	because	because	SCONJ
easat-3028	19	13	,	,	PUNCT
easat-3028	19	14	with	with	ADP
easat-3028	19	15	the	the	DET
easat-3028	19	16	application	application	NOUN
easat-3028	19	17	of	of	ADP
easat-3028	19	18	computational	computational	ADJ
easat-3028	19	19	thinking	thinking	NOUN
easat-3028	19	20	,	,	PUNCT
easat-3028	19	21	students	student	NOUN
easat-3028	19	22	are	be	AUX
easat-3028	19	23	trained	train	VERB
easat-3028	19	24	to	to	PART
easat-3028	19	25	think	think	VERB
easat-3028	19	26	gradually	gradually	ADV
easat-3028	19	27	,	,	PUNCT
easat-3028	19	28	systematically	systematically	ADV
easat-3028	19	29	and	and	CCONJ
easat-3028	19	30	creatively	creatively	ADV
easat-3028	19	31	using	use	VERB
easat-3028	19	32	computers	computer	NOUN
easat-3028	19	33	and	and	CCONJ
easat-3028	19	34	the	the	DET
easat-3028	19	35	internet	internet	NOUN
easat-3028	19	36	.	.	PUNCT
easat-3028	20	1	computational	computational	ADJ
easat-3028	20	2	thinking	thinking	NOUN
easat-3028	20	3	is	be	AUX
easat-3028	20	4	a	a	DET
easat-3028	20	5	method	method	NOUN
easat-3028	20	6	to	to	PART
easat-3028	20	7	train	train	VERB
easat-3028	20	8	how	how	SCONJ
easat-3028	20	9	to	to	PART
easat-3028	20	10	think	think	VERB
easat-3028	20	11	in	in	ADP
easat-3028	20	12	solving	solve	VERB
easat-3028	20	13	problems	problem	NOUN
easat-3028	20	14	using	use	VERB
easat-3028	20	15	several	several	ADJ
easat-3028	20	16	techniques	technique	NOUN
easat-3028	20	17	in	in	ADP
easat-3028	20	18	the	the	DET
easat-3028	20	19	fields	field	NOUN
easat-3028	20	20	of	of	ADP
easat-3028	20	21	computer	computer	NOUN
easat-3028	20	22	science	science	NOUN
easat-3028	20	23	,	,	PUNCT
easat-3028	20	24	science	science	NOUN
easat-3028	20	25	,	,	PUNCT
easat-3028	20	26	and	and	CCONJ
easat-3028	20	27	informatics	informatic	NOUN
easat-3028	20	28	.	.	PUNCT
easat-3028	21	1	according	accord	VERB
easat-3028	21	2	to	to	ADP
easat-3028	21	3	[	[	X
easat-3028	21	4	3	3	NUM
easat-3028	21	5	]	]	PUNCT
easat-3028	21	6	,	,	PUNCT
easat-3028	21	7	the	the	DET
easat-3028	21	8	use	use	NOUN
easat-3028	21	9	of	of	ADP
easat-3028	21	10	computational	computational	ADJ
easat-3028	21	11	thinking	thinking	NOUN
easat-3028	21	12	in	in	ADP
easat-3028	21	13	learning	learning	NOUN
easat-3028	21	14	can	can	AUX
easat-3028	21	15	increase	increase	VERB
easat-3028	21	16	students	student	NOUN
easat-3028	21	17	'	'	PART
easat-3028	21	18	desire	desire	NOUN
easat-3028	21	19	to	to	PART
easat-3028	21	20	learn	learn	VERB
easat-3028	21	21	thereby	thereby	ADV
easat-3028	21	22	increasing	increase	VERB
easat-3028	21	23	students	student	NOUN
easat-3028	21	24	'	'	PART
easat-3028	21	25	learning	learning	NOUN
easat-3028	21	26	achievement	achievement	NOUN
easat-3028	21	27	.	.	PUNCT
easat-3028	22	1	the	the	DET
easat-3028	22	2	use	use	NOUN
easat-3028	22	3	of	of	ADP
easat-3028	22	4	computational	computational	ADJ
easat-3028	22	5	thinking	thinking	NOUN
easat-3028	22	6	in	in	ADP
easat-3028	22	7	learning	learning	NOUN
easat-3028	22	8	can	can	AUX
easat-3028	22	9	increase	increase	VERB
easat-3028	22	10	students	student	NOUN
easat-3028	22	11	'	'	PART
easat-3028	22	12	desire	desire	NOUN
easat-3028	22	13	to	to	PART
easat-3028	22	14	learn	learn	VERB
easat-3028	22	15	thereby	thereby	ADV
easat-3028	22	16	increasing	increase	VERB
easat-3028	22	17	students	student	NOUN
easat-3028	22	18	'	'	PART
easat-3028	22	19	learning	learning	NOUN
easat-3028	22	20	achievement	achievement	NOUN
easat-3028	22	21	.	.	PUNCT
easat-3028	23	1	this	this	PRON
easat-3028	23	2	is	be	AUX
easat-3028	23	3	shown	show	VERB
easat-3028	23	4	from	from	ADP
easat-3028	23	5	the	the	DET
easat-3028	23	6	results	result	NOUN
easat-3028	23	7	of	of	ADP
easat-3028	23	8	research	research	NOUN
easat-3028	23	9	on	on	ADP
easat-3028	23	10	the	the	DET
easat-3028	23	11	application	application	NOUN
easat-3028	23	12	of	of	ADP
easat-3028	23	13	computational	computational	ADJ
easat-3028	23	14	thinking	thinking	NOUN
easat-3028	23	15	in	in	ADP
easat-3028	23	16	structural	structural	ADJ
easat-3028	23	17	programming	programming	NOUN
easat-3028	23	18	teaching	teaching	NOUN
easat-3028	23	19	materials	material	NOUN
easat-3028	23	20	that	that	PRON
easat-3028	23	21	divide	divide	VERB
easat-3028	23	22	the	the	DET
easat-3028	23	23	learning	learning	NOUN
easat-3028	23	24	group	group	NOUN
easat-3028	23	25	into	into	ADP
easat-3028	23	26	two	two	NUM
easat-3028	23	27	,	,	PUNCT
easat-3028	23	28	namely	namely	ADV
easat-3028	23	29	,	,	PUNCT
easat-3028	23	30	the	the	DET
easat-3028	23	31	study	study	NOUN
easat-3028	23	32	group	group	NOUN
easat-3028	23	33	that	that	PRON
easat-3028	23	34	applies	apply	VERB
easat-3028	23	35	computational	computational	ADJ
easat-3028	23	36	thinking	thinking	NOUN
easat-3028	23	37	in	in	ADP
easat-3028	23	38	learning	learning	NOUN
easat-3028	23	39	,	,	PUNCT
easat-3028	23	40	and	and	CCONJ
easat-3028	23	41	the	the	DET
easat-3028	23	42	group	group	NOUN
easat-3028	23	43	that	that	PRON
easat-3028	23	44	does	do	AUX
easat-3028	23	45	not	not	PART
easat-3028	23	46	use	use	VERB
easat-3028	23	47	computational	computational	ADJ
easat-3028	23	48	thinking	thinking	NOUN
easat-3028	23	49	.	.	PUNCT
easat-3028	24	1	the	the	DET
easat-3028	24	2	result	result	NOUN
easat-3028	24	3	is	be	AUX
easat-3028	24	4	that	that	SCONJ
easat-3028	24	5	the	the	DET
easat-3028	24	6	group	group	NOUN
easat-3028	24	7	that	that	PRON
easat-3028	24	8	uses	use	VERB
easat-3028	24	9	computational	computational	ADJ
easat-3028	24	10	thinking	thinking	NOUN
easat-3028	24	11	in	in	ADP
easat-3028	24	12	learning	learning	NOUN
easat-3028	24	13	can	can	AUX
easat-3028	24	14	solve	solve	VERB
easat-3028	24	15	programming	programming	NOUN
easat-3028	24	16	problems	problem	NOUN
easat-3028	24	17	with	with	ADP
easat-3028	24	18	significant	significant	ADJ
easat-3028	24	19	goals	goal	NOUN
easat-3028	24	20	compared	compare	VERB
easat-3028	24	21	to	to	ADP
easat-3028	24	22	the	the	DET
easat-3028	24	23	group	group	NOUN
easat-3028	24	24	that	that	PRON
easat-3028	24	25	does	do	VERB
easat-3028	24	26	not	not	PART
easat-3028	24	27	.	.	PUNCT
easat-3028	25	1	the	the	DET
easat-3028	25	2	implementation	implementation	NOUN
easat-3028	25	3	of	of	ADP
easat-3028	25	4	the	the	DET
easat-3028	25	5	independent	independent	ADJ
easat-3028	25	6	curriculum	curriculum	NOUN
easat-3028	25	7	is	be	AUX
easat-3028	25	8	a	a	DET
easat-3028	25	9	curriculum	curriculum	NOUN
easat-3028	25	10	that	that	PRON
easat-3028	25	11	optimizes	optimize	VERB
easat-3028	25	12	students	student	NOUN
easat-3028	25	13	to	to	ADP
easat-3028	25	14	4767	4767	NUM
easat-3028	25	15	edelweiss	edelweiss	PROPN
easat-3028	25	16	applied	apply	VERB
easat-3028	25	17	science	science	NOUN
easat-3028	25	18	and	and	CCONJ
easat-3028	25	19	technology	technology	NOUN
easat-3028	25	20	issn	issn	PROPN
easat-3028	25	21	:	:	PUNCT
easat-3028	25	22	2576	2576	NUM
easat-3028	25	23	-	-	SYM
easat-3028	25	24	8484	8484	NUM
easat-3028	25	25	vol	vol	NOUN
easat-3028	25	26	.	.	PROPN
easat-3028	26	1	8	8	NUM
easat-3028	26	2	,	,	PUNCT
easat-3028	26	3	no	no	INTJ
easat-3028	26	4	.	.	NOUN
easat-3028	27	1	6	6	NUM
easat-3028	27	2	:	:	SYM
easat-3028	27	3	4765	4765	NUM
easat-3028	27	4	-	-	SYM
easat-3028	27	5	4777	4777	NUM
easat-3028	27	6	,	,	PUNCT
easat-3028	27	7	2024	2024	NUM
easat-3028	27	8	doi	doi	NOUN
easat-3028	27	9	:	:	PUNCT
easat-3028	27	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	27	11	©	©	PROPN
easat-3028	27	12	2024	2024	NUM
easat-3028	27	13	by	by	ADP
easat-3028	27	14	the	the	DET
easat-3028	27	15	authors	author	NOUN
easat-3028	27	16	;	;	PUNCT
easat-3028	27	17	licensee	licensee	PROPN
easat-3028	27	18	learning	learn	VERB
easat-3028	27	19	gate	gate	NOUN
easat-3028	27	20	explore	explore	NOUN
easat-3028	27	21	concepts	concept	NOUN
easat-3028	27	22	and	and	CCONJ
easat-3028	27	23	strengthen	strengthen	VERB
easat-3028	27	24	competencies	competency	NOUN
easat-3028	27	25	and	and	CCONJ
easat-3028	27	26	aims	aim	VERB
easat-3028	27	27	to	to	PART
easat-3028	27	28	restore	restore	VERB
easat-3028	27	29	education	education	NOUN
easat-3028	27	30	in	in	ADP
easat-3028	27	31	indonesia	indonesia	PROPN
easat-3028	27	32	after	after	ADP
easat-3028	27	33	the	the	DET
easat-3028	27	34	covid-19	covid-19	PROPN
easat-3028	27	35	pandemic	pandemic	NOUN
easat-3028	27	36	.	.	PUNCT
easat-3028	28	1	vocational	vocational	ADJ
easat-3028	28	2	high	high	ADJ
easat-3028	28	3	schools	school	NOUN
easat-3028	28	4	(	(	PUNCT
easat-3028	28	5	smk	smk	NOUN
easat-3028	28	6	)	)	PUNCT
easat-3028	28	7	in	in	ADP
easat-3028	28	8	indonesia	indonesia	PROPN
easat-3028	28	9	have	have	AUX
easat-3028	28	10	implemented	implement	VERB
easat-3028	28	11	an	an	DET
easat-3028	28	12	independent	independent	ADJ
easat-3028	28	13	curriculum	curriculum	NOUN
easat-3028	28	14	since	since	SCONJ
easat-3028	28	15	021	021	NUM
easat-3028	28	16	,	,	PUNCT
easat-3028	28	17	and	and	CCONJ
easat-3028	28	18	this	this	PRON
easat-3028	28	19	has	have	AUX
easat-3028	28	20	caused	cause	VERB
easat-3028	28	21	several	several	ADJ
easat-3028	28	22	impacts	impact	NOUN
easat-3028	28	23	that	that	PRON
easat-3028	28	24	have	have	AUX
easat-3028	28	25	become	become	VERB
easat-3028	28	26	problems	problem	NOUN
easat-3028	28	27	in	in	ADP
easat-3028	28	28	educational	educational	ADJ
easat-3028	28	29	activities	activity	NOUN
easat-3028	28	30	at	at	ADP
easat-3028	28	31	vocational	vocational	ADJ
easat-3028	28	32	schools	school	NOUN
easat-3028	29	1	[	[	X
easat-3028	29	2	4	4	NUM
easat-3028	29	3	]	]	PUNCT
easat-3028	29	4	.	.	PUNCT
easat-3028	30	1	differentiated	differentiated	ADJ
easat-3028	30	2	learning	learning	NOUN
easat-3028	30	3	is	be	AUX
easat-3028	30	4	a	a	DET
easat-3028	30	5	learning	learning	NOUN
easat-3028	30	6	strategy	strategy	NOUN
easat-3028	30	7	that	that	PRON
easat-3028	30	8	emphasizes	emphasize	VERB
easat-3028	30	9	the	the	DET
easat-3028	30	10	accommodation	accommodation	NOUN
easat-3028	30	11	of	of	ADP
easat-3028	30	12	individual	individual	ADJ
easat-3028	30	13	differences	difference	NOUN
easat-3028	30	14	of	of	ADP
easat-3028	30	15	students	student	NOUN
easat-3028	30	16	in	in	ADP
easat-3028	30	17	the	the	DET
easat-3028	30	18	learning	learning	NOUN
easat-3028	30	19	process	process	NOUN
easat-3028	30	20	.	.	PUNCT
easat-3028	31	1	in	in	ADP
easat-3028	31	2	the	the	DET
easat-3028	31	3	context	context	NOUN
easat-3028	31	4	of	of	ADP
easat-3028	31	5	the	the	DET
easat-3028	31	6	independent	independent	ADJ
easat-3028	31	7	curriculum	curriculum	NOUN
easat-3028	31	8	,	,	PUNCT
easat-3028	31	9	differentiated	differentiated	ADJ
easat-3028	31	10	learning	learning	NOUN
easat-3028	31	11	is	be	AUX
easat-3028	31	12	one	one	NUM
easat-3028	31	13	of	of	ADP
easat-3028	31	14	the	the	DET
easat-3028	31	15	effective	effective	ADJ
easat-3028	31	16	strategies	strategy	NOUN
easat-3028	31	17	to	to	PART
easat-3028	31	18	accommodate	accommodate	VERB
easat-3028	31	19	individual	individual	ADJ
easat-3028	31	20	student	student	NOUN
easat-3028	31	21	differences	difference	NOUN
easat-3028	31	22	[	[	X
easat-3028	31	23	5	5	NUM
easat-3028	31	24	]	]	PUNCT
easat-3028	31	25	.	.	PUNCT
easat-3028	32	1	so	so	ADV
easat-3028	32	2	far	far	ADV
easat-3028	32	3	,	,	PUNCT
easat-3028	32	4	in	in	ADP
easat-3028	32	5	vocational	vocational	ADJ
easat-3028	32	6	schools	school	NOUN
easat-3028	32	7	,	,	PUNCT
easat-3028	32	8	especially	especially	ADV
easat-3028	32	9	differential	differential	ADJ
easat-3028	32	10	learning	learning	NOUN
easat-3028	32	11	based	base	VERB
easat-3028	32	12	on	on	ADP
easat-3028	32	13	computational	computational	ADJ
easat-3028	32	14	thinking	thinking	NOUN
easat-3028	32	15	,	,	PUNCT
easat-3028	32	16	there	there	PRON
easat-3028	32	17	has	have	AUX
easat-3028	32	18	never	never	ADV
easat-3028	32	19	been	be	AUX
easat-3028	32	20	a	a	DET
easat-3028	32	21	system	system	NOUN
easat-3028	32	22	design	design	NOUN
easat-3028	32	23	that	that	PRON
easat-3028	32	24	applies	apply	VERB
easat-3028	32	25	the	the	DET
easat-3028	32	26	concept	concept	NOUN
easat-3028	32	27	of	of	ADP
easat-3028	32	28	algorithms	algorithm	NOUN
easat-3028	32	29	as	as	ADP
easat-3028	32	30	a	a	DET
easat-3028	32	31	benchmark	benchmark	NOUN
easat-3028	32	32	for	for	ADP
easat-3028	32	33	providing	provide	VERB
easat-3028	32	34	material	material	NOUN
easat-3028	32	35	to	to	ADP
easat-3028	32	36	students	student	NOUN
easat-3028	32	37	based	base	VERB
easat-3028	32	38	on	on	ADP
easat-3028	32	39	web	web	NOUN
easat-3028	32	40	applications	application	NOUN
easat-3028	32	41	so	so	SCONJ
easat-3028	32	42	that	that	SCONJ
easat-3028	32	43	students	student	NOUN
easat-3028	32	44	can	can	AUX
easat-3028	32	45	be	be	AUX
easat-3028	32	46	classified	classify	VERB
easat-3028	32	47	based	base	VERB
easat-3028	32	48	on	on	ADP
easat-3028	32	49	the	the	DET
easat-3028	32	50	ability	ability	NOUN
easat-3028	32	51	to	to	PART
easat-3028	32	52	absorb	absorb	VERB
easat-3028	32	53	material	material	NOUN
easat-3028	32	54	at	at	ADP
easat-3028	32	55	each	each	DET
easat-3028	32	56	level	level	NOUN
easat-3028	32	57	of	of	ADP
easat-3028	32	58	computational	computational	ADJ
easat-3028	32	59	thinking	thinking	NOUN
easat-3028	32	60	.	.	PUNCT
easat-3028	33	1	faisal	faisal	PROPN
easat-3028	33	2	,	,	PUNCT
easat-3028	33	3	the	the	DET
easat-3028	33	4	principal	principal	NOUN
easat-3028	33	5	of	of	ADP
easat-3028	33	6	smk	smk	PROPN
easat-3028	33	7	negeri	negeri	PROPN
easat-3028	33	8	3	3	NUM
easat-3028	33	9	lhokseumawe	lhokseumawe	PROPN
easat-3028	33	10	city	city	NOUN
easat-3028	33	11	as	as	ADV
easat-3028	33	12	well	well	ADV
easat-3028	33	13	as	as	ADP
easat-3028	33	14	the	the	DET
easat-3028	33	15	chairman	chairman	NOUN
easat-3028	33	16	of	of	ADP
easat-3028	33	17	mgmp	mgmp	PROPN
easat-3028	33	18	ict	ict	PROPN
easat-3028	33	19	stated	state	VERB
easat-3028	33	20	that	that	SCONJ
easat-3028	33	21	the	the	DET
easat-3028	33	22	current	current	ADJ
easat-3028	33	23	student	student	NOUN
easat-3028	33	24	competency	competency	NOUN
easat-3028	33	25	development	development	NOUN
easat-3028	33	26	activities	activity	NOUN
easat-3028	33	27	have	have	AUX
easat-3028	33	28	not	not	PART
easat-3028	33	29	focused	focus	VERB
easat-3028	33	30	on	on	ADP
easat-3028	33	31	the	the	DET
easat-3028	33	32	development	development	NOUN
easat-3028	33	33	of	of	ADP
easat-3028	33	34	computational	computational	ADJ
easat-3028	33	35	thinking	thinking	NOUN
easat-3028	33	36	which	which	PRON
easat-3028	33	37	focuses	focus	VERB
easat-3028	33	38	on	on	ADP
easat-3028	33	39	student	student	NOUN
easat-3028	33	40	analysis	analysis	NOUN
easat-3028	33	41	.	.	PUNCT
easat-3028	34	1	the	the	DET
easat-3028	34	2	activity	activity	NOUN
easat-3028	34	3	only	only	ADV
easat-3028	34	4	focuses	focus	VERB
easat-3028	34	5	on	on	ADP
easat-3028	34	6	learning	learn	VERB
easat-3028	34	7	activities	activity	NOUN
easat-3028	34	8	.	.	PUNCT
easat-3028	35	1	this	this	PRON
easat-3028	35	2	is	be	AUX
easat-3028	35	3	evidenced	evidence	VERB
easat-3028	35	4	by	by	ADP
easat-3028	35	5	the	the	DET
easat-3028	35	6	fact	fact	NOUN
easat-3028	35	7	in	in	ADP
easat-3028	35	8	the	the	DET
easat-3028	35	9	field	field	NOUN
easat-3028	35	10	that	that	PRON
easat-3028	35	11	the	the	DET
easat-3028	35	12	process	process	NOUN
easat-3028	35	13	of	of	ADP
easat-3028	35	14	learning	learn	VERB
easat-3028	35	15	activities	activity	NOUN
easat-3028	35	16	has	have	AUX
easat-3028	35	17	not	not	PART
easat-3028	35	18	been	be	AUX
easat-3028	35	19	maximized	maximize	VERB
easat-3028	35	20	in	in	ADP
easat-3028	35	21	the	the	DET
easat-3028	35	22	use	use	NOUN
easat-3028	35	23	of	of	ADP
easat-3028	35	24	media	medium	NOUN
easat-3028	35	25	and	and	CCONJ
easat-3028	35	26	technology	technology	NOUN
easat-3028	35	27	in	in	ADP
easat-3028	35	28	learning	learn	VERB
easat-3028	35	29	.	.	PUNCT
easat-3028	36	1	in	in	ADP
easat-3028	36	2	addition	addition	NOUN
easat-3028	36	3	,	,	PUNCT
easat-3028	36	4	from	from	ADP
easat-3028	36	5	the	the	DET
easat-3028	36	6	results	result	NOUN
easat-3028	36	7	of	of	ADP
easat-3028	36	8	the	the	DET
easat-3028	36	9	study	study	NOUN
easat-3028	36	10	[	[	X
easat-3028	36	11	6	6	X
easat-3028	36	12	]	]	PUNCT
easat-3028	36	13	stated	state	VERB
easat-3028	36	14	that	that	SCONJ
easat-3028	36	15	especially	especially	ADV
easat-3028	36	16	in	in	ADP
easat-3028	36	17	informatics	informatic	NOUN
easat-3028	36	18	materials	material	NOUN
easat-3028	36	19	,	,	PUNCT
easat-3028	36	20	a	a	DET
easat-3028	36	21	number	number	NOUN
easat-3028	36	22	of	of	ADP
easat-3028	36	23	weaknesses	weakness	NOUN
easat-3028	36	24	were	be	AUX
easat-3028	36	25	still	still	ADV
easat-3028	36	26	found	find	VERB
easat-3028	36	27	,	,	PUNCT
easat-3028	36	28	such	such	ADJ
easat-3028	36	29	as	as	ADP
easat-3028	36	30	the	the	DET
easat-3028	36	31	importance	importance	NOUN
easat-3028	36	32	of	of	ADP
easat-3028	36	33	improving	improve	VERB
easat-3028	36	34	students	student	NOUN
easat-3028	36	35	'	'	PART
easat-3028	36	36	cognition	cognition	NOUN
easat-3028	36	37	to	to	PART
easat-3028	36	38	solve	solve	VERB
easat-3028	36	39	programming	programming	NOUN
easat-3028	36	40	algorithm	algorithm	NOUN
easat-3028	36	41	problems	problem	NOUN
easat-3028	36	42	with	with	ADP
easat-3028	36	43	a	a	DET
easat-3028	36	44	background	background	NOUN
easat-3028	36	45	in	in	ADP
easat-3028	36	46	information	information	NOUN
easat-3028	36	47	technology	technology	NOUN
easat-3028	36	48	.	.	PUNCT
easat-3028	37	1	therefore	therefore	ADV
easat-3028	37	2	,	,	PUNCT
easat-3028	37	3	it	it	PRON
easat-3028	37	4	is	be	AUX
easat-3028	37	5	necessary	necessary	ADJ
easat-3028	37	6	to	to	PART
easat-3028	37	7	make	make	VERB
easat-3028	37	8	efforts	effort	NOUN
easat-3028	37	9	to	to	PART
easat-3028	37	10	find	find	VERB
easat-3028	37	11	out	out	ADP
easat-3028	37	12	students	student	NOUN
easat-3028	37	13	'	'	PART
easat-3028	37	14	computational	computational	ADJ
easat-3028	37	15	thinking	thinking	NOUN
easat-3028	37	16	abilities	ability	NOUN
easat-3028	37	17	so	so	SCONJ
easat-3028	37	18	that	that	SCONJ
easat-3028	37	19	learning	learning	NOUN
easat-3028	37	20	will	will	AUX
easat-3028	37	21	be	be	AUX
easat-3028	37	22	better	well	ADJ
easat-3028	37	23	in	in	ADP
easat-3028	37	24	the	the	DET
easat-3028	37	25	future	future	NOUN
easat-3028	37	26	[	[	X
easat-3028	37	27	7	7	NUM
easat-3028	37	28	]	]	PUNCT
easat-3028	37	29	.	.	PUNCT
easat-3028	38	1	furthermore	furthermore	ADV
easat-3028	38	2	,	,	PUNCT
easat-3028	38	3	according	accord	VERB
easat-3028	38	4	to	to	ADP
easat-3028	38	5	the	the	DET
easat-3028	38	6	chairman	chairman	NOUN
easat-3028	38	7	of	of	ADP
easat-3028	38	8	mgmp	mgmp	PROPN
easat-3028	38	9	ict	ict	PROPN
easat-3028	38	10	smk	smk	PROPN
easat-3028	38	11	,	,	PUNCT
easat-3028	38	12	the	the	DET
easat-3028	38	13	assessment	assessment	NOUN
easat-3028	38	14	of	of	ADP
easat-3028	38	15	student	student	NOUN
easat-3028	38	16	evaluation	evaluation	NOUN
easat-3028	38	17	in	in	ADP
easat-3028	38	18	the	the	DET
easat-3028	38	19	learning	learning	NOUN
easat-3028	38	20	process	process	NOUN
easat-3028	38	21	is	be	AUX
easat-3028	38	22	usually	usually	ADV
easat-3028	38	23	carried	carry	VERB
easat-3028	38	24	out	out	ADP
easat-3028	38	25	with	with	ADP
easat-3028	38	26	student	student	NOUN
easat-3028	38	27	learning	learning	NOUN
easat-3028	38	28	evaluation	evaluation	NOUN
easat-3028	38	29	activities	activity	NOUN
easat-3028	38	30	which	which	PRON
easat-3028	38	31	are	be	AUX
easat-3028	38	32	routinely	routinely	ADV
easat-3028	38	33	carried	carry	VERB
easat-3028	38	34	out	out	ADP
easat-3028	38	35	at	at	ADP
easat-3028	38	36	the	the	DET
easat-3028	38	37	end	end	NOUN
easat-3028	38	38	of	of	ADP
easat-3028	38	39	each	each	DET
easat-3028	38	40	teaching	teaching	NOUN
easat-3028	38	41	semester	semester	NOUN
easat-3028	38	42	with	with	ADP
easat-3028	38	43	the	the	DET
easat-3028	38	44	aim	aim	NOUN
easat-3028	38	45	of	of	ADP
easat-3028	38	46	obtaining	obtain	VERB
easat-3028	38	47	information	information	NOUN
easat-3028	38	48	related	relate	VERB
easat-3028	38	49	to	to	ADP
easat-3028	38	50	the	the	DET
easat-3028	38	51	good	good	ADJ
easat-3028	38	52	and	and	CCONJ
easat-3028	38	53	bad	bad	ADJ
easat-3028	38	54	learning	learning	NOUN
easat-3028	38	55	activities	activity	NOUN
easat-3028	38	56	that	that	PRON
easat-3028	38	57	have	have	AUX
easat-3028	38	58	been	be	AUX
easat-3028	38	59	implemented	implement	VERB
easat-3028	38	60	in	in	ADP
easat-3028	38	61	the	the	DET
easat-3028	38	62	classroom	classroom	NOUN
easat-3028	38	63	[	[	X
easat-3028	38	64	8	8	NUM
easat-3028	38	65	]	]	PUNCT
easat-3028	38	66	.	.	PUNCT
easat-3028	39	1	student	student	NOUN
easat-3028	39	2	learning	learning	NOUN
easat-3028	39	3	evaluation	evaluation	NOUN
easat-3028	39	4	should	should	AUX
easat-3028	39	5	be	be	AUX
easat-3028	39	6	used	use	VERB
easat-3028	39	7	as	as	ADP
easat-3028	39	8	a	a	DET
easat-3028	39	9	reflection	reflection	NOUN
easat-3028	39	10	material	material	NOUN
easat-3028	39	11	for	for	ADP
easat-3028	39	12	teachers	teacher	NOUN
easat-3028	39	13	in	in	ADP
easat-3028	39	14	developing	develop	VERB
easat-3028	39	15	and	and	CCONJ
easat-3028	39	16	implementing	implement	VERB
easat-3028	39	17	the	the	DET
easat-3028	39	18	computational	computational	ADJ
easat-3028	39	19	thinking	thinking	NOUN
easat-3028	39	20	component	component	NOUN
easat-3028	39	21	[	[	X
easat-3028	39	22	9	9	NUM
easat-3028	39	23	]	]	PUNCT
easat-3028	39	24	.	.	PUNCT
easat-3028	40	1	in	in	ADP
easat-3028	40	2	the	the	DET
easat-3028	40	3	study	study	NOUN
easat-3028	40	4	[	[	X
easat-3028	40	5	10	10	NUM
easat-3028	40	6	]	]	PUNCT
easat-3028	40	7	,	,	PUNCT
easat-3028	40	8	the	the	DET
easat-3028	40	9	results	result	NOUN
easat-3028	40	10	of	of	ADP
easat-3028	40	11	the	the	DET
easat-3028	40	12	study	study	NOUN
easat-3028	40	13	showed	show	VERB
easat-3028	40	14	that	that	SCONJ
easat-3028	40	15	p5	p5	ADJ
easat-3028	40	16	activities	activity	NOUN
easat-3028	40	17	based	base	VERB
easat-3028	40	18	on	on	ADP
easat-3028	40	19	several	several	ADJ
easat-3028	40	20	indicators	indicator	NOUN
easat-3028	40	21	as	as	SCONJ
easat-3028	40	22	the	the	DET
easat-3028	40	23	application	application	NOUN
easat-3028	40	24	of	of	ADP
easat-3028	40	25	differentiated	differentiated	ADJ
easat-3028	40	26	learning	learning	NOUN
easat-3028	40	27	in	in	ADP
easat-3028	40	28	the	the	DET
easat-3028	40	29	independent	independent	ADJ
easat-3028	40	30	curriculum	curriculum	NOUN
easat-3028	40	31	starting	start	VERB
easat-3028	40	32	from	from	ADP
easat-3028	40	33	the	the	DET
easat-3028	40	34	planning	planning	NOUN
easat-3028	40	35	,	,	PUNCT
easat-3028	40	36	implementation	implementation	NOUN
easat-3028	40	37	,	,	PUNCT
easat-3028	40	38	management	management	NOUN
easat-3028	40	39	,	,	PUNCT
easat-3028	40	40	assessment	assessment	NOUN
easat-3028	40	41	,	,	PUNCT
easat-3028	40	42	evaluation	evaluation	NOUN
easat-3028	40	43	and	and	CCONJ
easat-3028	40	44	follow	follow	VERB
easat-3028	40	45	-	-	PUNCT
easat-3028	40	46	up	up	ADP
easat-3028	40	47	plans	plan	NOUN
easat-3028	40	48	for	for	ADP
easat-3028	40	49	the	the	DET
easat-3028	40	50	next	next	ADJ
easat-3028	40	51	activities	activity	NOUN
easat-3028	40	52	ran	run	VERB
easat-3028	40	53	very	very	ADV
easat-3028	40	54	well	well	ADV
easat-3028	40	55	and	and	CCONJ
easat-3028	40	56	structured	structure	VERB
easat-3028	40	57	.	.	PUNCT
easat-3028	41	1	differentiated	differentiated	ADJ
easat-3028	41	2	learning	learning	NOUN
easat-3028	41	3	has	have	AUX
easat-3028	41	4	been	be	AUX
easat-3028	41	5	well	well	ADV
easat-3028	41	6	implemented	implement	VERB
easat-3028	41	7	through	through	ADP
easat-3028	41	8	the	the	DET
easat-3028	41	9	implementation	implementation	NOUN
easat-3028	41	10	of	of	ADP
easat-3028	41	11	p5	p5	ADJ
easat-3028	41	12	activities	activity	NOUN
easat-3028	41	13	and	and	CCONJ
easat-3028	41	14	the	the	DET
easat-3028	41	15	use	use	NOUN
easat-3028	41	16	of	of	ADP
easat-3028	41	17	learning	learn	VERB
easat-3028	41	18	methods	method	NOUN
easat-3028	41	19	that	that	PRON
easat-3028	41	20	adjust	adjust	VERB
easat-3028	41	21	to	to	ADP
easat-3028	41	22	students	student	NOUN
easat-3028	41	23	'	'	PART
easat-3028	41	24	interests	interest	NOUN
easat-3028	41	25	.	.	PUNCT
easat-3028	42	1	p5	p5	ADJ
easat-3028	42	2	activities	activity	NOUN
easat-3028	42	3	carried	carry	VERB
easat-3028	42	4	out	out	ADP
easat-3028	42	5	as	as	ADP
easat-3028	42	6	a	a	DET
easat-3028	42	7	form	form	NOUN
easat-3028	42	8	of	of	ADP
easat-3028	42	9	differentiated	differentiated	ADJ
easat-3028	42	10	learning	learning	NOUN
easat-3028	42	11	in	in	ADP
easat-3028	42	12	the	the	DET
easat-3028	42	13	independent	independent	ADJ
easat-3028	42	14	curriculum	curriculum	NOUN
easat-3028	42	15	have	have	VERB
easat-3028	42	16	a	a	DET
easat-3028	42	17	positive	positive	ADJ
easat-3028	42	18	impact	impact	NOUN
easat-3028	42	19	on	on	ADP
easat-3028	42	20	the	the	DET
easat-3028	42	21	development	development	NOUN
easat-3028	42	22	of	of	ADP
easat-3028	42	23	students	student	NOUN
easat-3028	42	24	.	.	PUNCT
easat-3028	43	1	in	in	ADP
easat-3028	43	2	the	the	DET
easat-3028	43	3	research	research	NOUN
easat-3028	43	4	[	[	X
easat-3028	43	5	11	11	NUM
easat-3028	43	6	]	]	PUNCT
easat-3028	43	7	,	,	PUNCT
easat-3028	43	8	a	a	DET
easat-3028	43	9	research	research	NOUN
easat-3028	43	10	study	study	NOUN
easat-3028	43	11	was	be	AUX
easat-3028	43	12	carried	carry	VERB
easat-3028	43	13	out	out	ADP
easat-3028	43	14	on	on	ADP
easat-3028	43	15	the	the	DET
easat-3028	43	16	selection	selection	NOUN
easat-3028	43	17	of	of	ADP
easat-3028	43	18	courses	course	NOUN
easat-3028	43	19	in	in	ADP
easat-3028	43	20	accordance	accordance	NOUN
easat-3028	43	21	with	with	ADP
easat-3028	43	22	the	the	DET
easat-3028	43	23	interests	interest	NOUN
easat-3028	43	24	and	and	CCONJ
easat-3028	43	25	understanding	understanding	NOUN
easat-3028	43	26	of	of	ADP
easat-3028	43	27	courses	course	NOUN
easat-3028	43	28	that	that	PRON
easat-3028	43	29	have	have	VERB
easat-3028	43	30	certain	certain	ADJ
easat-3028	43	31	subjectivity	subjectivity	NOUN
easat-3028	43	32	and	and	CCONJ
easat-3028	43	33	needs	need	NOUN
easat-3028	43	34	.	.	PUNCT
easat-3028	44	1	in	in	ADP
easat-3028	44	2	many	many	ADJ
easat-3028	44	3	cases	case	NOUN
easat-3028	44	4	,	,	PUNCT
easat-3028	44	5	students	student	NOUN
easat-3028	44	6	have	have	VERB
easat-3028	44	7	little	little	ADJ
easat-3028	44	8	knowledge	knowledge	NOUN
easat-3028	44	9	about	about	ADP
easat-3028	44	10	the	the	DET
easat-3028	44	11	purpose	purpose	NOUN
easat-3028	44	12	of	of	ADP
easat-3028	44	13	a	a	DET
easat-3028	44	14	course	course	NOUN
easat-3028	44	15	so	so	ADV
easat-3028	44	16	they	they	PRON
easat-3028	44	17	tend	tend	VERB
easat-3028	44	18	to	to	PART
easat-3028	44	19	guess	guess	VERB
easat-3028	44	20	or	or	CCONJ
easat-3028	44	21	follow	follow	VERB
easat-3028	44	22	the	the	DET
easat-3028	44	23	flow	flow	NOUN
easat-3028	44	24	of	of	ADP
easat-3028	44	25	lectures	lecture	NOUN
easat-3028	44	26	.	.	PUNCT
easat-3028	45	1	in	in	ADP
easat-3028	45	2	the	the	DET
easat-3028	45	3	study	study	NOUN
easat-3028	45	4	,	,	PUNCT
easat-3028	45	5	an	an	DET
easat-3028	45	6	analysis	analysis	NOUN
easat-3028	45	7	was	be	AUX
easat-3028	45	8	carried	carry	VERB
easat-3028	45	9	out	out	ADP
easat-3028	45	10	using	use	VERB
easat-3028	45	11	the	the	DET
easat-3028	45	12	content	content	NOUN
easat-3028	45	13	based	base	VERB
easat-3028	45	14	filtering	filter	VERB
easat-3028	45	15	algorithm	algorithm	NOUN
easat-3028	45	16	to	to	PART
easat-3028	45	17	recommend	recommend	VERB
easat-3028	45	18	courses	course	NOUN
easat-3028	45	19	that	that	PRON
easat-3028	45	20	were	be	AUX
easat-3028	45	21	in	in	ADP
easat-3028	45	22	accordance	accordance	NOUN
easat-3028	45	23	with	with	ADP
easat-3028	45	24	the	the	DET
easat-3028	45	25	basic	basic	ADJ
easat-3028	45	26	knowledge	knowledge	NOUN
easat-3028	45	27	of	of	ADP
easat-3028	45	28	students	student	NOUN
easat-3028	45	29	and	and	CCONJ
easat-3028	45	30	the	the	DET
easat-3028	45	31	results	result	NOUN
easat-3028	45	32	of	of	ADP
easat-3028	45	33	the	the	DET
easat-3028	45	34	experiment	experiment	NOUN
easat-3028	45	35	proved	prove	VERB
easat-3028	45	36	that	that	SCONJ
easat-3028	45	37	the	the	DET
easat-3028	45	38	proposed	propose	VERB
easat-3028	45	39	algorithm	algorithm	NOUN
easat-3028	45	40	was	be	AUX
easat-3028	45	41	accurate	accurate	ADJ
easat-3028	45	42	and	and	CCONJ
easat-3028	45	43	effective	effective	ADJ
easat-3028	45	44	.	.	PUNCT
easat-3028	46	1	however	however	ADV
easat-3028	46	2	,	,	PUNCT
easat-3028	46	3	the	the	DET
easat-3028	46	4	study	study	NOUN
easat-3028	46	5	did	do	AUX
easat-3028	46	6	not	not	PART
easat-3028	46	7	use	use	VERB
easat-3028	46	8	the	the	DET
easat-3028	46	9	analysis	analysis	NOUN
easat-3028	46	10	of	of	ADP
easat-3028	46	11	the	the	DET
easat-3028	46	12	level	level	NOUN
easat-3028	46	13	of	of	ADP
easat-3028	46	14	computational	computational	ADJ
easat-3028	46	15	thinking	thinking	NOUN
easat-3028	46	16	where	where	SCONJ
easat-3028	46	17	students	student	NOUN
easat-3028	46	18	'	'	PART
easat-3028	46	19	abilities	ability	NOUN
easat-3028	46	20	could	could	AUX
easat-3028	46	21	be	be	AUX
easat-3028	46	22	measured	measure	VERB
easat-3028	46	23	effectively	effectively	ADV
easat-3028	46	24	.	.	PUNCT
easat-3028	47	1	in	in	ADP
easat-3028	47	2	addition	addition	NOUN
easat-3028	47	3	,	,	PUNCT
easat-3028	47	4	research	research	NOUN
easat-3028	47	5	conducted	conduct	VERB
easat-3028	47	6	by	by	ADP
easat-3028	47	7	[	[	X
easat-3028	47	8	12	12	NUM
easat-3028	47	9	]	]	PUNCT
easat-3028	47	10	found	find	VERB
easat-3028	47	11	an	an	DET
easat-3028	47	12	increase	increase	NOUN
easat-3028	47	13	in	in	ADP
easat-3028	47	14	the	the	DET
easat-3028	47	15	value	value	NOUN
easat-3028	47	16	of	of	ADP
easat-3028	47	17	using	use	VERB
easat-3028	47	18	english	english	ADJ
easat-3028	47	19	teaching	teaching	NOUN
easat-3028	47	20	resources	resource	NOUN
easat-3028	47	21	by	by	ADP
easat-3028	47	22	using	use	VERB
easat-3028	47	23	a	a	DET
easat-3028	47	24	collaborative	collaborative	ADJ
easat-3028	47	25	filtering	filtering	NOUN
easat-3028	47	26	algorithm	algorithm	NOUN
easat-3028	47	27	.	.	PUNCT
easat-3028	48	1	the	the	DET
easat-3028	48	2	intelligent	intelligent	ADJ
easat-3028	48	3	system	system	NOUN
easat-3028	48	4	model	model	NOUN
easat-3028	48	5	built	build	VERB
easat-3028	48	6	in	in	ADP
easat-3028	48	7	the	the	DET
easat-3028	48	8	study	study	NOUN
easat-3028	48	9	provides	provide	VERB
easat-3028	48	10	personalized	personalized	ADJ
easat-3028	48	11	learning	learn	VERB
easat-3028	48	12	content	content	NOUN
easat-3028	48	13	recommendations	recommendation	NOUN
easat-3028	48	14	according	accord	VERB
easat-3028	48	15	to	to	ADP
easat-3028	48	16	the	the	DET
easat-3028	48	17	student	student	NOUN
easat-3028	48	18	's	's	PART
easat-3028	48	19	learning	learn	VERB
easat-3028	48	20	background	background	NOUN
easat-3028	48	21	so	so	SCONJ
easat-3028	48	22	that	that	SCONJ
easat-3028	48	23	the	the	DET
easat-3028	48	24	intelligent	intelligent	ADJ
easat-3028	48	25	system	system	NOUN
easat-3028	48	26	built	build	VERB
easat-3028	48	27	with	with	ADP
easat-3028	48	28	the	the	DET
easat-3028	48	29	algorithm	algorithm	NOUN
easat-3028	48	30	has	have	VERB
easat-3028	48	31	high	high	ADJ
easat-3028	48	32	-	-	PUNCT
easat-3028	48	33	quality	quality	NOUN
easat-3028	48	34	recommendations	recommendation	NOUN
easat-3028	48	35	to	to	PART
easat-3028	48	36	determine	determine	VERB
easat-3028	48	37	students	student	NOUN
easat-3028	48	38	'	'	PART
easat-3028	48	39	abilities	ability	NOUN
easat-3028	48	40	in	in	ADP
easat-3028	48	41	learning	learn	VERB
easat-3028	48	42	needs	need	NOUN
easat-3028	48	43	.	.	PUNCT
easat-3028	49	1	however	however	ADV
easat-3028	49	2	,	,	PUNCT
easat-3028	49	3	in	in	ADP
easat-3028	49	4	this	this	DET
easat-3028	49	5	study	study	NOUN
easat-3028	49	6	,	,	PUNCT
easat-3028	49	7	there	there	PRON
easat-3028	49	8	is	be	VERB
easat-3028	49	9	no	no	DET
easat-3028	49	10	recommendation	recommendation	NOUN
easat-3028	49	11	for	for	SCONJ
easat-3028	49	12	students	student	NOUN
easat-3028	49	13	to	to	PART
easat-3028	49	14	specialize	specialize	VERB
easat-3028	49	15	in	in	ADP
easat-3028	49	16	science	science	NOUN
easat-3028	49	17	and	and	CCONJ
easat-3028	49	18	mathematics	mathematic	NOUN
easat-3028	49	19	with	with	ADP
easat-3028	49	20	analytical	analytical	ADJ
easat-3028	49	21	computational	computational	ADJ
easat-3028	49	22	thinking	thinking	NOUN
easat-3028	49	23	designed	design	VERB
easat-3028	49	24	in	in	ADP
easat-3028	49	25	a	a	DET
easat-3028	49	26	system	system	NOUN
easat-3028	49	27	that	that	PRON
easat-3028	49	28	will	will	AUX
easat-3028	49	29	be	be	AUX
easat-3028	49	30	built	build	VERB
easat-3028	49	31	in	in	ADP
easat-3028	49	32	this	this	DET
easat-3028	49	33	study	study	NOUN
easat-3028	49	34	so	so	SCONJ
easat-3028	49	35	that	that	SCONJ
easat-3028	49	36	students	student	NOUN
easat-3028	49	37	,	,	PUNCT
easat-3028	49	38	especially	especially	ADV
easat-3028	49	39	in	in	ADP
easat-3028	49	40	vocational	vocational	ADJ
easat-3028	49	41	schools	school	NOUN
easat-3028	49	42	specializing	specialize	VERB
easat-3028	49	43	in	in	ADP
easat-3028	49	44	informatics	informatic	NOUN
easat-3028	49	45	,	,	PUNCT
easat-3028	49	46	can	can	AUX
easat-3028	49	47	master	master	VERB
easat-3028	49	48	aspects	aspect	NOUN
easat-3028	49	49	of	of	ADP
easat-3028	49	50	students	student	NOUN
easat-3028	49	51	'	'	PART
easat-3028	49	52	fields	field	NOUN
easat-3028	49	53	of	of	ADP
easat-3028	49	54	interest	interest	NOUN
easat-3028	49	55	well	well	ADV
easat-3028	49	56	.	.	PUNCT
easat-3028	50	1	in	in	ADP
easat-3028	50	2	this	this	DET
easat-3028	50	3	study	study	NOUN
easat-3028	50	4	,	,	PUNCT
easat-3028	50	5	a	a	DET
easat-3028	50	6	web	web	NOUN
easat-3028	50	7	-	-	PUNCT
easat-3028	50	8	based	base	VERB
easat-3028	50	9	system	system	NOUN
easat-3028	50	10	was	be	AUX
easat-3028	50	11	designed	design	VERB
easat-3028	50	12	with	with	ADP
easat-3028	50	13	the	the	DET
easat-3028	50	14	implementation	implementation	NOUN
easat-3028	50	15	of	of	ADP
easat-3028	50	16	python	python	NOUN
easat-3028	50	17	programming	programming	NOUN
easat-3028	50	18	language	language	NOUN
easat-3028	50	19	and	and	CCONJ
easat-3028	50	20	a	a	DET
easat-3028	50	21	content	content	NOUN
easat-3028	50	22	-	-	PUNCT
easat-3028	50	23	based	base	VERB
easat-3028	50	24	filtering	filtering	NOUN
easat-3028	50	25	algorithm	algorithm	NOUN
easat-3028	50	26	to	to	PART
easat-3028	50	27	analyze	analyze	VERB
easat-3028	50	28	material	material	NOUN
easat-3028	50	29	in	in	ADP
easat-3028	50	30	accordance	accordance	NOUN
easat-3028	50	31	with	with	ADP
easat-3028	50	32	the	the	DET
easat-3028	50	33	level	level	NOUN
easat-3028	50	34	of	of	ADP
easat-3028	50	35	students	student	NOUN
easat-3028	50	36	'	'	PART
easat-3028	50	37	computational	computational	ADJ
easat-3028	50	38	thinking	thinking	NOUN
easat-3028	50	39	skills	skill	NOUN
easat-3028	50	40	through	through	ADP
easat-3028	50	41	learning	learn	VERB
easat-3028	50	42	evaluation	evaluation	NOUN
easat-3028	50	43	.	.	PUNCT
easat-3028	51	1	the	the	DET
easat-3028	51	2	advantage	advantage	NOUN
easat-3028	51	3	of	of	ADP
easat-3028	51	4	this	this	DET
easat-3028	51	5	algorithm	algorithm	NOUN
easat-3028	51	6	is	be	AUX
easat-3028	51	7	that	that	SCONJ
easat-3028	51	8	this	this	DET
easat-3028	51	9	algorithm	algorithm	NOUN
easat-3028	51	10	has	have	AUX
easat-3028	51	11	been	be	AUX
easat-3028	51	12	widely	widely	ADV
easat-3028	51	13	proven	prove	VERB
easat-3028	51	14	to	to	PART
easat-3028	51	15	test	test	VERB
easat-3028	51	16	recommendation	recommendation	NOUN
easat-3028	51	17	systems	system	NOUN
easat-3028	51	18	that	that	PRON
easat-3028	51	19	can	can	AUX
easat-3028	51	20	optimize	optimize	VERB
easat-3028	51	21	the	the	DET
easat-3028	51	22	model	model	NOUN
easat-3028	51	23	4768	4768	NUM
easat-3028	51	24	edelweiss	edelweiss	PROPN
easat-3028	51	25	applied	apply	VERB
easat-3028	51	26	science	science	NOUN
easat-3028	51	27	and	and	CCONJ
easat-3028	51	28	technology	technology	NOUN
easat-3028	51	29	issn	issn	PROPN
easat-3028	51	30	:	:	PUNCT
easat-3028	51	31	2576	2576	NUM
easat-3028	51	32	-	-	SYM
easat-3028	51	33	8484	8484	NUM
easat-3028	51	34	vol	vol	NOUN
easat-3028	51	35	.	.	PROPN
easat-3028	52	1	8	8	NUM
easat-3028	52	2	,	,	PUNCT
easat-3028	52	3	no	no	INTJ
easat-3028	52	4	.	.	NOUN
easat-3028	53	1	6	6	NUM
easat-3028	53	2	:	:	SYM
easat-3028	53	3	4765	4765	NUM
easat-3028	53	4	-	-	SYM
easat-3028	53	5	4777	4777	NUM
easat-3028	53	6	,	,	PUNCT
easat-3028	53	7	2024	2024	NUM
easat-3028	53	8	doi	doi	NOUN
easat-3028	53	9	:	:	PUNCT
easat-3028	53	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	53	11	©	©	PROPN
easat-3028	53	12	2024	2024	NUM
easat-3028	53	13	by	by	ADP
easat-3028	53	14	the	the	DET
easat-3028	53	15	authors	author	NOUN
easat-3028	53	16	;	;	PUNCT
easat-3028	53	17	licensee	licensee	PROPN
easat-3028	53	18	learning	learn	VERB
easat-3028	53	19	gate	gate	NOUN
easat-3028	53	20	built	build	VERB
easat-3028	53	21	.	.	PUNCT
easat-3028	54	1	this	this	DET
easat-3028	54	2	algorithm	algorithm	NOUN
easat-3028	54	3	has	have	AUX
easat-3028	54	4	also	also	ADV
easat-3028	54	5	proven	prove	VERB
easat-3028	54	6	that	that	SCONJ
easat-3028	54	7	the	the	DET
easat-3028	54	8	recommended	recommend	VERB
easat-3028	54	9	system	system	NOUN
easat-3028	54	10	can	can	AUX
easat-3028	54	11	improve	improve	VERB
easat-3028	54	12	the	the	DET
easat-3028	54	13	quality	quality	NOUN
easat-3028	54	14	of	of	ADP
easat-3028	54	15	resources	resource	NOUN
easat-3028	54	16	and	and	CCONJ
easat-3028	54	17	provide	provide	VERB
easat-3028	54	18	more	more	ADV
easat-3028	54	19	suitable	suitable	ADJ
easat-3028	54	20	recommendations	recommendation	NOUN
easat-3028	54	21	for	for	ADP
easat-3028	54	22	the	the	DET
easat-3028	54	23	recommendation	recommendation	NOUN
easat-3028	54	24	platform	platform	NOUN
easat-3028	54	25	.	.	PUNCT
easat-3028	55	1	this	this	PRON
easat-3028	55	2	is	be	AUX
easat-3028	55	3	very	very	ADV
easat-3028	55	4	useful	useful	ADJ
easat-3028	55	5	for	for	ADP
easat-3028	55	6	improving	improve	VERB
easat-3028	55	7	the	the	DET
easat-3028	55	8	quality	quality	NOUN
easat-3028	55	9	of	of	ADP
easat-3028	55	10	student	student	NOUN
easat-3028	55	11	learning	learning	NOUN
easat-3028	55	12	[	[	X
easat-3028	55	13	13	13	NUM
easat-3028	55	14	]	]	SYM
easat-3028	55	15	.	.	PUNCT
easat-3028	56	1	2	2	X
easat-3028	56	2	.	.	X
easat-3028	56	3	method	method	VERB
easat-3028	56	4	the	the	DET
easat-3028	56	5	method	method	NOUN
easat-3028	56	6	used	use	VERB
easat-3028	56	7	in	in	ADP
easat-3028	56	8	this	this	DET
easat-3028	56	9	study	study	NOUN
easat-3028	56	10	is	be	AUX
easat-3028	56	11	using	use	VERB
easat-3028	56	12	two	two	NUM
easat-3028	56	13	research	research	NOUN
easat-3028	56	14	methods	method	NOUN
easat-3028	56	15	,	,	PUNCT
easat-3028	56	16	namely	namely	ADV
easat-3028	56	17	the	the	DET
easat-3028	56	18	data	data	NOUN
easat-3028	56	19	collection	collection	NOUN
easat-3028	56	20	method	method	NOUN
easat-3028	56	21	and	and	CCONJ
easat-3028	56	22	the	the	DET
easat-3028	56	23	system	system	NOUN
easat-3028	56	24	development	development	NOUN
easat-3028	56	25	method	method	NOUN
easat-3028	56	26	.	.	PUNCT
easat-3028	57	1	in	in	ADP
easat-3028	57	2	the	the	DET
easat-3028	57	3	data	data	NOUN
easat-3028	57	4	collection	collection	NOUN
easat-3028	57	5	method	method	NOUN
easat-3028	57	6	,	,	PUNCT
easat-3028	57	7	several	several	ADJ
easat-3028	57	8	stages	stage	NOUN
easat-3028	57	9	of	of	ADP
easat-3028	57	10	data	datum	NOUN
easat-3028	57	11	collection	collection	NOUN
easat-3028	57	12	are	be	AUX
easat-3028	57	13	carried	carry	VERB
easat-3028	57	14	out	out	ADP
easat-3028	57	15	such	such	ADJ
easat-3028	57	16	as	as	ADP
easat-3028	57	17	observation	observation	NOUN
easat-3028	57	18	,	,	PUNCT
easat-3028	57	19	interviews	interview	NOUN
easat-3028	57	20	,	,	PUNCT
easat-3028	57	21	questionnaires	questionnaire	NOUN
easat-3028	57	22	,	,	PUNCT
easat-3028	57	23	document	document	NOUN
easat-3028	57	24	studies	study	NOUN
easat-3028	57	25	,	,	PUNCT
easat-3028	57	26	case	case	NOUN
easat-3028	57	27	studies	study	NOUN
easat-3028	57	28	,	,	PUNCT
easat-3028	57	29	and	and	CCONJ
easat-3028	57	30	secondary	secondary	ADJ
easat-3028	57	31	data	datum	NOUN
easat-3028	57	32	collection	collection	NOUN
easat-3028	57	33	.	.	PUNCT
easat-3028	58	1	meanwhile	meanwhile	ADV
easat-3028	58	2	,	,	PUNCT
easat-3028	58	3	in	in	ADP
easat-3028	58	4	the	the	DET
easat-3028	58	5	system	system	NOUN
easat-3028	58	6	development	development	NOUN
easat-3028	58	7	method	method	NOUN
easat-3028	58	8	,	,	PUNCT
easat-3028	58	9	the	the	DET
easat-3028	58	10	researcher	researcher	NOUN
easat-3028	58	11	conducts	conduct	VERB
easat-3028	58	12	the	the	DET
easat-3028	58	13	stage	stage	NOUN
easat-3028	58	14	of	of	ADP
easat-3028	58	15	system	system	NOUN
easat-3028	58	16	needs	need	VERB
easat-3028	58	17	analysis	analysis	NOUN
easat-3028	58	18	(	(	PUNCT
easat-3028	58	19	software	software	NOUN
easat-3028	58	20	and	and	CCONJ
easat-3028	58	21	hardware	hardware	NOUN
easat-3028	58	22	)	)	PUNCT
easat-3028	58	23	and	and	CCONJ
easat-3028	58	24	system	system	NOUN
easat-3028	58	25	testing	testing	NOUN
easat-3028	58	26	analysis	analysis	NOUN
easat-3028	58	27	using	use	VERB
easat-3028	58	28	the	the	DET
easat-3028	58	29	waterfall	waterfall	NOUN
easat-3028	58	30	method	method	NOUN
easat-3028	58	31	.	.	PUNCT
easat-3028	59	1	the	the	DET
easat-3028	59	2	following	following	NOUN
easat-3028	59	3	explains	explain	VERB
easat-3028	59	4	the	the	DET
easat-3028	59	5	system	system	NOUN
easat-3028	59	6	design	design	NOUN
easat-3028	59	7	flowchart	flowchart	NOUN
easat-3028	59	8	used	use	VERB
easat-3028	59	9	in	in	ADP
easat-3028	59	10	this	this	DET
easat-3028	59	11	study	study	NOUN
easat-3028	59	12	has	have	AUX
easat-3028	59	13	been	be	AUX
easat-3028	59	14	illustrated	illustrate	VERB
easat-3028	59	15	in	in	ADP
easat-3028	59	16	figure	figure	NOUN
easat-3028	59	17	1	1	NUM
easat-3028	59	18	:	:	PUNCT
easat-3028	59	19	figure	figure	NOUN
easat-3028	59	20	2	2	NUM
easat-3028	59	21	.	.	PUNCT
easat-3028	59	22	flowchart	flowchart	NOUN
easat-3028	59	23	system	system	NOUN
easat-3028	59	24	with	with	ADP
easat-3028	59	25	content	content	NOUN
easat-3028	59	26	-	-	PUNCT
easat-3028	59	27	based	base	VERB
easat-3028	59	28	filtering	filtering	NOUN
easat-3028	59	29	algorithm	algorithm	NOUN
easat-3028	59	30	.	.	PUNCT
easat-3028	60	1	based	base	VERB
easat-3028	60	2	on	on	ADP
easat-3028	60	3	the	the	DET
easat-3028	60	4	system	system	NOUN
easat-3028	60	5	design	design	NOUN
easat-3028	60	6	flowchart	flowchart	NOUN
easat-3028	60	7	above	above	ADV
easat-3028	60	8	,	,	PUNCT
easat-3028	60	9	in	in	ADP
easat-3028	60	10	the	the	DET
easat-3028	60	11	initial	initial	ADJ
easat-3028	60	12	stage	stage	NOUN
easat-3028	60	13	,	,	PUNCT
easat-3028	60	14	data	datum	NOUN
easat-3028	60	15	input	input	NOUN
easat-3028	60	16	is	be	AUX
easat-3028	60	17	based	base	VERB
easat-3028	60	18	on	on	ADP
easat-3028	60	19	student	student	NOUN
easat-3028	60	20	learning	learn	VERB
easat-3028	60	21	evaluations	evaluation	NOUN
easat-3028	60	22	and	and	CCONJ
easat-3028	60	23	then	then	ADV
easat-3028	60	24	processed	process	VERB
easat-3028	60	25	with	with	ADP
easat-3028	60	26	a	a	DET
easat-3028	60	27	content	content	NOUN
easat-3028	60	28	-	-	PUNCT
easat-3028	60	29	based	base	VERB
easat-3028	60	30	filtering	filtering	NOUN
easat-3028	60	31	algorithm	algorithm	NOUN
easat-3028	60	32	where	where	SCONJ
easat-3028	60	33	the	the	DET
easat-3028	60	34	input	input	NOUN
easat-3028	60	35	data	datum	NOUN
easat-3028	60	36	will	will	AUX
easat-3028	60	37	be	be	AUX
easat-3028	60	38	calculated	calculate	VERB
easat-3028	60	39	similarly	similarly	ADV
easat-3028	60	40	based	base	VERB
easat-3028	60	41	on	on	ADP
easat-3028	60	42	the	the	DET
easat-3028	60	43	level	level	NOUN
easat-3028	60	44	of	of	ADP
easat-3028	60	45	students	student	NOUN
easat-3028	60	46	'	'	PART
easat-3028	60	47	computational	computational	ADJ
easat-3028	60	48	thinking	thinking	NOUN
easat-3028	60	49	.	.	PUNCT
easat-3028	61	1	then	then	ADV
easat-3028	61	2	,	,	PUNCT
easat-3028	61	3	the	the	DET
easat-3028	61	4	algorithm	algorithm	NOUN
easat-3028	61	5	calculation	calculation	NOUN
easat-3028	61	6	will	will	AUX
easat-3028	61	7	calculate	calculate	VERB
easat-3028	61	8	the	the	DET
easat-3028	61	9	average	average	ADJ
easat-3028	61	10	similarity	similarity	NOUN
easat-3028	61	11	k+1	k+1	VERB
easat-3028	61	12	,	,	PUNCT
easat-3028	61	13	which	which	PRON
easat-3028	61	14	is	be	AUX
easat-3028	61	15	the	the	DET
easat-3028	61	16	similarity	similarity	NOUN
easat-3028	61	17	between	between	ADP
easat-3028	61	18	students	student	NOUN
easat-3028	61	19	,	,	PUNCT
easat-3028	61	20	and	and	CCONJ
easat-3028	61	21	then	then	ADV
easat-3028	61	22	predict	predict	VERB
easat-3028	61	23	the	the	DET
easat-3028	61	24	rating	rating	NOUN
easat-3028	61	25	based	base	VERB
easat-3028	61	26	on	on	ADP
easat-3028	61	27	the	the	DET
easat-3028	61	28	highest	high	ADJ
easat-3028	61	29	average	average	ADJ
easat-3028	61	30	similarity	similarity	NOUN
easat-3028	61	31	results	result	NOUN
easat-3028	61	32	to	to	PART
easat-3028	61	33	get	get	VERB
easat-3028	61	34	the	the	DET
easat-3028	61	35	results	result	NOUN
easat-3028	61	36	of	of	ADP
easat-3028	61	37	recommendations	recommendation	NOUN
easat-3028	61	38	for	for	ADP
easat-3028	61	39	informatics	informatic	NOUN
easat-3028	61	40	materials	material	NOUN
easat-3028	61	41	that	that	PRON
easat-3028	61	42	are	be	AUX
easat-3028	61	43	by	by	ADP
easat-3028	61	44	the	the	DET
easat-3028	61	45	level	level	NOUN
easat-3028	61	46	of	of	ADP
easat-3028	61	47	computational	computational	ADJ
easat-3028	61	48	thinking	thinking	NOUN
easat-3028	61	49	that	that	SCONJ
easat-3028	61	50	students	student	NOUN
easat-3028	61	51	have	have	VERB
easat-3028	61	52	.	.	PUNCT
easat-3028	62	1	2.1	2.1	NUM
easat-3028	62	2	.	.	PUNCT
easat-3028	62	3	content	content	NOUN
easat-3028	62	4	based	base	VERB
easat-3028	62	5	filtering	filter	VERB
easat-3028	62	6	algorithm	algorithm	NOUN
easat-3028	62	7	content	content	NOUN
easat-3028	62	8	-	-	PUNCT
easat-3028	62	9	based	base	VERB
easat-3028	62	10	filtering	filtering	NOUN
easat-3028	62	11	is	be	AUX
easat-3028	62	12	one	one	NUM
easat-3028	62	13	of	of	ADP
easat-3028	62	14	the	the	DET
easat-3028	62	15	popular	popular	ADJ
easat-3028	62	16	methods	method	NOUN
easat-3028	62	17	in	in	ADP
easat-3028	62	18	the	the	DET
easat-3028	62	19	data	data	NOUN
easat-3028	62	20	recommendation	recommendation	NOUN
easat-3028	62	21	and	and	CCONJ
easat-3028	62	22	analysis	analysis	NOUN
easat-3028	62	23	system	system	NOUN
easat-3028	62	24	,	,	PUNCT
easat-3028	62	25	this	this	DET
easat-3028	62	26	algorithm	algorithm	NOUN
easat-3028	62	27	focuses	focus	VERB
easat-3028	62	28	on	on	ADP
easat-3028	62	29	the	the	DET
easat-3028	62	30	characteristics	characteristic	NOUN
easat-3028	62	31	or	or	CCONJ
easat-3028	62	32	content	content	NOUN
easat-3028	62	33	of	of	ADP
easat-3028	62	34	the	the	DET
easat-3028	62	35	item	item	NOUN
easat-3028	62	36	to	to	PART
easat-3028	62	37	be	be	AUX
easat-3028	62	38	recommended	recommend	VERB
easat-3028	62	39	or	or	CCONJ
easat-3028	62	40	[	[	X
easat-3028	62	41	14	14	NUM
easat-3028	62	42	]	]	PUNCT
easat-3028	62	43	.	.	PUNCT
easat-3028	63	1	4769	4769	NUM
easat-3028	63	2	edelweiss	edelweiss	PROPN
easat-3028	63	3	applied	apply	VERB
easat-3028	63	4	science	science	NOUN
easat-3028	63	5	and	and	CCONJ
easat-3028	63	6	technology	technology	NOUN
easat-3028	63	7	issn	issn	PROPN
easat-3028	63	8	:	:	PUNCT
easat-3028	63	9	2576	2576	NUM
easat-3028	63	10	-	-	SYM
easat-3028	63	11	8484	8484	NUM
easat-3028	63	12	vol	vol	NOUN
easat-3028	63	13	.	.	PROPN
easat-3028	63	14	8	8	NUM
easat-3028	63	15	,	,	PUNCT
easat-3028	63	16	no	no	INTJ
easat-3028	63	17	.	.	NOUN
easat-3028	64	1	6	6	NUM
easat-3028	64	2	:	:	SYM
easat-3028	64	3	4765	4765	NUM
easat-3028	64	4	-	-	SYM
easat-3028	64	5	4777	4777	NUM
easat-3028	64	6	,	,	PUNCT
easat-3028	64	7	2024	2024	NUM
easat-3028	64	8	doi	doi	NOUN
easat-3028	64	9	:	:	PUNCT
easat-3028	64	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	64	11	©	©	PROPN
easat-3028	64	12	2024	2024	NUM
easat-3028	64	13	by	by	ADP
easat-3028	64	14	the	the	DET
easat-3028	64	15	authors	author	NOUN
easat-3028	64	16	;	;	PUNCT
easat-3028	64	17	licensee	licensee	PROPN
easat-3028	64	18	learning	learning	NOUN
easat-3028	64	19	gate	gate	NOUN
easat-3028	64	20	to	to	PART
easat-3028	64	21	provide	provide	VERB
easat-3028	64	22	relevant	relevant	ADJ
easat-3028	64	23	recommendations	recommendation	NOUN
easat-3028	64	24	,	,	PUNCT
easat-3028	64	25	content	content	NOUN
easat-3028	64	26	-	-	PUNCT
easat-3028	64	27	based	base	VERB
easat-3028	64	28	filtering	filtering	NOUN
easat-3028	64	29	considers	consider	VERB
easat-3028	64	30	the	the	DET
easat-3028	64	31	interests	interest	NOUN
easat-3028	64	32	and	and	CCONJ
easat-3028	64	33	preferences	preference	NOUN
easat-3028	64	34	of	of	ADP
easat-3028	64	35	each	each	DET
easat-3028	64	36	user	user	NOUN
easat-3028	64	37	.	.	PUNCT
easat-3028	65	1	this	this	DET
easat-3028	65	2	method	method	NOUN
easat-3028	65	3	uses	use	VERB
easat-3028	65	4	the	the	DET
easat-3028	65	5	features	feature	NOUN
easat-3028	65	6	and	and	CCONJ
easat-3028	65	7	attributes	attribute	NOUN
easat-3028	65	8	of	of	ADP
easat-3028	65	9	items	item	NOUN
easat-3028	65	10	to	to	PART
easat-3028	65	11	meet	meet	VERB
easat-3028	65	12	the	the	DET
easat-3028	65	13	user	user	NOUN
easat-3028	65	14	's	's	PART
easat-3028	65	15	desires	desire	NOUN
easat-3028	65	16	so	so	SCONJ
easat-3028	65	17	that	that	SCONJ
easat-3028	65	18	the	the	DET
easat-3028	65	19	recommendations	recommendation	NOUN
easat-3028	65	20	given	give	VERB
easat-3028	65	21	will	will	AUX
easat-3028	65	22	be	be	AUX
easat-3028	65	23	better	well	ADV
easat-3028	65	24	tailored	tailor	VERB
easat-3028	65	25	to	to	ADP
easat-3028	65	26	the	the	DET
easat-3028	65	27	user	user	NOUN
easat-3028	65	28	's	's	PART
easat-3028	65	29	needs	need	NOUN
easat-3028	65	30	and	and	CCONJ
easat-3028	65	31	interests	interest	NOUN
easat-3028	65	32	[	[	X
easat-3028	65	33	15	15	NUM
easat-3028	65	34	]	]	PUNCT
easat-3028	65	35	.	.	PUNCT
easat-3028	66	1	the	the	DET
easat-3028	66	2	following	follow	VERB
easat-3028	66	3	explanations	explanation	NOUN
easat-3028	66	4	have	have	AUX
easat-3028	66	5	been	be	AUX
easat-3028	66	6	illustrated	illustrate	VERB
easat-3028	66	7	in	in	ADP
easat-3028	66	8	figure	figure	NOUN
easat-3028	66	9	2	2	NUM
easat-3028	66	10	.	.	PUNCT
easat-3028	66	11	figure	figure	NOUN
easat-3028	66	12	2	2	NUM
easat-3028	66	13	.	.	PUNCT
easat-3028	66	14	content	content	NOUN
easat-3028	66	15	-	-	PUNCT
easat-3028	66	16	based	base	VERB
easat-3028	66	17	filtering	filtering	NOUN
easat-3028	66	18	.	.	PUNCT
easat-3028	67	1	source	source	NOUN
easat-3028	67	2	:	:	PUNCT
easat-3028	67	3	https://dqlab.id/content-based-filtering-dalam-algoritma-data-science	https://dqlab.id/content-based-filtering-dalam-algoritma-data-science	NOUN
easat-3028	67	4	.	.	PUNCT
easat-3028	68	1	based	base	VERB
easat-3028	68	2	on	on	ADP
easat-3028	68	3	the	the	DET
easat-3028	68	4	figure	figure	NOUN
easat-3028	68	5	above	above	ADV
easat-3028	68	6	,	,	PUNCT
easat-3028	68	7	three	three	NUM
easat-3028	68	8	types	type	NOUN
easat-3028	68	9	of	of	ADP
easat-3028	68	10	content	content	NOUN
easat-3028	68	11	-	-	PUNCT
easat-3028	68	12	based	base	VERB
easat-3028	68	13	filtering	filtering	NOUN
easat-3028	68	14	are	be	AUX
easat-3028	68	15	used	use	VERB
easat-3028	68	16	in	in	ADP
easat-3028	68	17	various	various	ADJ
easat-3028	68	18	contexts	context	NOUN
easat-3028	68	19	and	and	CCONJ
easat-3028	68	20	applications	application	NOUN
easat-3028	68	21	,	,	PUNCT
easat-3028	68	22	namely	namely	ADV
easat-3028	68	23	text	text	NOUN
easat-3028	68	24	-	-	PUNCT
easat-3028	68	25	based	base	VERB
easat-3028	68	26	content	content	NOUN
easat-3028	68	27	-	-	PUNCT
easat-3028	68	28	based	base	VERB
easat-3028	68	29	filtering	filtering	NOUN
easat-3028	68	30	,	,	PUNCT
easat-3028	68	31	image	image	NOUN
easat-3028	68	32	-	-	PUNCT
easat-3028	68	33	based	base	VERB
easat-3028	68	34	content	content	NOUN
easat-3028	68	35	-	-	PUNCT
easat-3028	68	36	based	base	VERB
easat-3028	68	37	filtering	filtering	NOUN
easat-3028	68	38	,	,	PUNCT
easat-3028	68	39	and	and	CCONJ
easat-3028	68	40	videobased	videobase	VERB
easat-3028	68	41	content	content	NOUN
easat-3028	68	42	-	-	PUNCT
easat-3028	68	43	based	base	VERB
easat-3028	68	44	filtering	filtering	NOUN
easat-3028	68	45	.	.	PUNCT
easat-3028	69	1	it	it	PRON
easat-3028	69	2	can	can	AUX
easat-3028	69	3	be	be	AUX
easat-3028	69	4	concluded	conclude	VERB
easat-3028	69	5	that	that	SCONJ
easat-3028	69	6	content	content	NOUN
easat-3028	69	7	-	-	PUNCT
easat-3028	69	8	based	base	VERB
easat-3028	69	9	filtering	filtering	NOUN
easat-3028	69	10	is	be	AUX
easat-3028	69	11	used	use	VERB
easat-3028	69	12	in	in	ADP
easat-3028	69	13	the	the	DET
easat-3028	69	14	recommendation	recommendation	NOUN
easat-3028	69	15	system	system	NOUN
easat-3028	69	16	to	to	PART
easat-3028	69	17	recommend	recommend	VERB
easat-3028	69	18	content	content	NOUN
easat-3028	69	19	to	to	ADP
easat-3028	69	20	users	user	NOUN
easat-3028	69	21	based	base	VERB
easat-3028	69	22	on	on	ADP
easat-3028	69	23	their	their	PRON
easat-3028	69	24	characteristics	characteristic	NOUN
easat-3028	69	25	or	or	CCONJ
easat-3028	69	26	content	content	NOUN
easat-3028	69	27	similarities	similarity	NOUN
easat-3028	69	28	.	.	PUNCT
easat-3028	70	1	in	in	ADP
easat-3028	70	2	building	build	VERB
easat-3028	70	3	a	a	DET
easat-3028	70	4	recommendation	recommendation	NOUN
easat-3028	70	5	system	system	NOUN
easat-3028	70	6	using	use	VERB
easat-3028	70	7	the	the	DET
easat-3028	70	8	content	content	NOUN
easat-3028	70	9	-	-	PUNCT
easat-3028	70	10	based	base	VERB
easat-3028	70	11	filtering	filtering	NOUN
easat-3028	70	12	algorithm	algorithm	NOUN
easat-3028	70	13	,	,	PUNCT
easat-3028	70	14	it	it	PRON
easat-3028	70	15	can	can	AUX
easat-3028	70	16	be	be	AUX
easat-3028	70	17	done	do	VERB
easat-3028	70	18	through	through	ADP
easat-3028	70	19	the	the	DET
easat-3028	70	20	following	following	ADJ
easat-3028	70	21	stages	stage	NOUN
easat-3028	70	22	:	:	PUNCT
easat-3028	70	23	2.1.1	2.1.1	NUM
easat-3028	70	24	.	.	X
easat-3028	70	25	profile	profile	NOUN
easat-3028	70	26	item	item	NOUN
easat-3028	70	27	formation	formation	NOUN
easat-3028	70	28	profile	profile	NOUN
easat-3028	70	29	items	item	NOUN
easat-3028	70	30	are	be	AUX
easat-3028	70	31	formed	form	VERB
easat-3028	70	32	from	from	ADP
easat-3028	70	33	the	the	DET
easat-3028	70	34	data	datum	NOUN
easat-3028	70	35	that	that	PRON
easat-3028	70	36	has	have	AUX
easat-3028	70	37	been	be	AUX
easat-3028	70	38	collected	collect	VERB
easat-3028	70	39	,	,	PUNCT
easat-3028	70	40	namely	namely	ADV
easat-3028	70	41	based	base	VERB
easat-3028	70	42	on	on	ADP
easat-3028	70	43	the	the	DET
easat-3028	70	44	level	level	NOUN
easat-3028	70	45	of	of	ADP
easat-3028	70	46	computational	computational	ADJ
easat-3028	70	47	thinking	thinking	NOUN
easat-3028	70	48	(	(	PUNCT
easat-3028	70	49	ct	ct	NOUN
easat-3028	70	50	)	)	PUNCT
easat-3028	70	51	of	of	ADP
easat-3028	70	52	students	student	NOUN
easat-3028	70	53	and	and	CCONJ
easat-3028	70	54	are	be	AUX
easat-3028	70	55	hereinafter	hereinafter	NOUN
easat-3028	70	56	referred	refer	VERB
easat-3028	70	57	to	to	ADP
easat-3028	70	58	as	as	ADP
easat-3028	70	59	student	student	NOUN
easat-3028	70	60	profiles	profile	NOUN
easat-3028	70	61	that	that	PRON
easat-3028	70	62	are	be	AUX
easat-3028	70	63	the	the	DET
easat-3028	70	64	content	content	NOUN
easat-3028	70	65	of	of	ADP
easat-3028	70	66	the	the	DET
easat-3028	70	67	research	research	NOUN
easat-3028	70	68	[	[	X
easat-3028	70	69	16	16	NUM
easat-3028	70	70	]	]	PUNCT
easat-3028	70	71	.	.	PUNCT
easat-3028	71	1	2.1.2	2.1.2	X
easat-3028	71	2	.	.	X
easat-3028	71	3	preprocessing	preprocesse	VERB
easat-3028	71	4	preprocessing	preprocessing	NOUN
easat-3028	71	5	is	be	AUX
easat-3028	71	6	a	a	DET
easat-3028	71	7	stage	stage	NOUN
easat-3028	71	8	of	of	ADP
easat-3028	71	9	the	the	DET
easat-3028	71	10	process	process	NOUN
easat-3028	71	11	of	of	ADP
easat-3028	71	12	changing	change	VERB
easat-3028	71	13	the	the	DET
easat-3028	71	14	form	form	NOUN
easat-3028	71	15	of	of	ADP
easat-3028	71	16	unstructured	unstructured	ADJ
easat-3028	71	17	data	datum	NOUN
easat-3028	71	18	into	into	ADP
easat-3028	71	19	structured	structured	ADJ
easat-3028	71	20	data	datum	NOUN
easat-3028	71	21	so	so	SCONJ
easat-3028	71	22	that	that	SCONJ
easat-3028	71	23	it	it	PRON
easat-3028	71	24	is	be	AUX
easat-3028	71	25	suitable	suitable	ADJ
easat-3028	71	26	for	for	ADP
easat-3028	71	27	processing	process	VERB
easat-3028	71	28	to	to	ADP
easat-3028	71	29	the	the	DET
easat-3028	71	30	next	next	ADJ
easat-3028	71	31	stage	stage	NOUN
easat-3028	71	32	.	.	PUNCT
easat-3028	72	1	several	several	ADJ
easat-3028	72	2	stages	stage	NOUN
easat-3028	72	3	of	of	ADP
easat-3028	72	4	preprocessing	preprocessing	NOUN
easat-3028	72	5	are	be	AUX
easat-3028	72	6	carried	carry	VERB
easat-3028	72	7	out	out	ADP
easat-3028	72	8	,	,	PUNCT
easat-3028	72	9	namely	namely	ADV
easat-3028	72	10	case	case	NOUN
easat-3028	72	11	folding	folding	NOUN
easat-3028	72	12	,	,	PUNCT
easat-3028	72	13	tokenization	tokenization	NOUN
easat-3028	72	14	,	,	PUNCT
easat-3028	72	15	elimination	elimination	NOUN
easat-3028	72	16	,	,	PUNCT
easat-3028	72	17	filtering	filtering	NOUN
easat-3028	72	18	,	,	PUNCT
easat-3028	72	19	and	and	CCONJ
easat-3028	72	20	stemming	stem	VERB
easat-3028	72	21	[	[	X
easat-3028	72	22	17	17	NUM
easat-3028	72	23	]	]	SYM
easat-3028	72	24	.	.	PUNCT
easat-3028	73	1	4770	4770	NUM
easat-3028	73	2	edelweiss	edelweiss	PROPN
easat-3028	73	3	applied	apply	VERB
easat-3028	73	4	science	science	NOUN
easat-3028	73	5	and	and	CCONJ
easat-3028	73	6	technology	technology	NOUN
easat-3028	73	7	issn	issn	PROPN
easat-3028	73	8	:	:	PUNCT
easat-3028	73	9	2576	2576	NUM
easat-3028	73	10	-	-	SYM
easat-3028	73	11	8484	8484	NUM
easat-3028	73	12	vol	vol	NOUN
easat-3028	73	13	.	.	PROPN
easat-3028	73	14	8	8	NUM
easat-3028	73	15	,	,	PUNCT
easat-3028	73	16	no	no	INTJ
easat-3028	73	17	.	.	NOUN
easat-3028	74	1	6	6	NUM
easat-3028	74	2	:	:	SYM
easat-3028	74	3	4765	4765	NUM
easat-3028	74	4	-	-	SYM
easat-3028	74	5	4777	4777	NUM
easat-3028	74	6	,	,	PUNCT
easat-3028	74	7	2024	2024	NUM
easat-3028	74	8	doi	doi	NOUN
easat-3028	74	9	:	:	PUNCT
easat-3028	74	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	74	11	©	©	PROPN
easat-3028	74	12	2024	2024	NUM
easat-3028	74	13	by	by	ADP
easat-3028	74	14	the	the	DET
easat-3028	74	15	authors	author	NOUN
easat-3028	74	16	;	;	PUNCT
easat-3028	74	17	licensee	licensee	PROPN
easat-3028	74	18	learning	learning	NOUN
easat-3028	74	19	gate	gate	NOUN
easat-3028	74	20	2.1.3	2.1.3	PROPN
easat-3028	74	21	.	.	PUNCT
easat-3028	74	22	cosine	cosine	PROPN
easat-3028	74	23	similarity	similarity	PROPN
easat-3028	74	24	cosine	cosine	NOUN
easat-3028	74	25	similarity	similarity	NOUN
easat-3028	74	26	is	be	AUX
easat-3028	74	27	a	a	DET
easat-3028	74	28	calculation	calculation	NOUN
easat-3028	74	29	that	that	PRON
easat-3028	74	30	is	be	AUX
easat-3028	74	31	often	often	ADV
easat-3028	74	32	used	use	VERB
easat-3028	74	33	to	to	PART
easat-3028	74	34	calculate	calculate	VERB
easat-3028	74	35	similarities	similarity	NOUN
easat-3028	74	36	between	between	ADP
easat-3028	74	37	items	item	NOUN
easat-3028	74	38	.	.	PUNCT
easat-3028	75	1	in	in	ADP
easat-3028	75	2	general	general	ADJ
easat-3028	75	3	,	,	PUNCT
easat-3028	75	4	the	the	DET
easat-3028	75	5	similarity	similarity	NOUN
easat-3028	75	6	function	function	NOUN
easat-3028	75	7	accepts	accept	VERB
easat-3028	75	8	two	two	NUM
easat-3028	75	9	object	object	NOUN
easat-3028	75	10	profiles	profile	NOUN
easat-3028	75	11	in	in	ADP
easat-3028	75	12	the	the	DET
easat-3028	75	13	form	form	NOUN
easat-3028	75	14	of	of	ADP
easat-3028	75	15	real	real	ADJ
easat-3028	75	16	numbers	number	NOUN
easat-3028	75	17	(	(	PUNCT
easat-3028	75	18	0	0	NUM
easat-3028	75	19	and	and	CCONJ
easat-3028	75	20	1	1	NUM
easat-3028	75	21	)	)	PUNCT
easat-3028	75	22	and	and	CCONJ
easat-3028	75	23	returns	return	VERB
easat-3028	75	24	the	the	DET
easat-3028	75	25	similarity	similarity	NOUN
easat-3028	75	26	value	value	NOUN
easat-3028	75	27	between	between	ADP
easat-3028	75	28	the	the	DET
easat-3028	75	29	two	two	NUM
easat-3028	75	30	objects	object	NOUN
easat-3028	75	31	in	in	ADP
easat-3028	75	32	the	the	DET
easat-3028	75	33	form	form	NOUN
easat-3028	75	34	of	of	ADP
easat-3028	75	35	real	real	ADJ
easat-3028	75	36	numbers	number	NOUN
easat-3028	75	37	.	.	PUNCT
easat-3028	76	1	the	the	DET
easat-3028	76	2	cosine	cosine	NOUN
easat-3028	76	3	similarity	similarity	NOUN
easat-3028	76	4	function	function	NOUN
easat-3028	76	5	between	between	ADP
easat-3028	76	6	item	item	PROPN
easat-3028	76	7	a	a	PRON
easat-3028	76	8	and	and	CCONJ
easat-3028	76	9	item	item	PROPN
easat-3028	76	10	b	b	PROPN
easat-3028	76	11	is	be	AUX
easat-3028	76	12	shown	show	VERB
easat-3028	76	13	as	as	SCONJ
easat-3028	76	14	follows	follow	VERB
easat-3028	76	15	[	[	X
easat-3028	76	16	18	18	NUM
easat-3028	76	17	]	]	PUNCT
easat-3028	76	18	.	.	PUNCT
easat-3028	77	1	𝑠𝑖𝑚(𝐴	𝑠𝑖𝑚(𝐴	PROPN
easat-3028	77	2	,	,	PUNCT
easat-3028	77	3	𝐵	𝐵	NOUN
easat-3028	77	4	)	)	PUNCT
easat-3028	77	5	=	=	SYM
easat-3028	77	6	𝑛(𝐴∩𝐵	𝑛(𝐴∩𝐵	NOUN
easat-3028	77	7	)	)	PUNCT
easat-3028	77	8	√𝑛(𝐴)𝑛(𝐵	√𝑛(𝐴)𝑛(𝐵	PROPN
easat-3028	77	9	)	)	PUNCT
easat-3028	77	10	(	(	PUNCT
easat-3028	77	11	1	1	X
easat-3028	77	12	)	)	PUNCT
easat-3028	77	13	information	information	NOUN
easat-3028	77	14	:	:	PUNCT
easat-3028	77	15	sim(a	sim(a	PROPN
easat-3028	77	16	,	,	PUNCT
easat-3028	77	17	b	b	NOUN
easat-3028	77	18	):	):	PUNCT
easat-3028	77	19	similarity	similarity	NOUN
easat-3028	77	20	values	value	NOUN
easat-3028	77	21	of	of	ADP
easat-3028	77	22	items	item	NOUN
easat-3028	77	23	a	a	PRON
easat-3028	77	24	and	and	CCONJ
easat-3028	77	25	b	b	NOUN
easat-3028	77	26	n(a	n(a	NOUN
easat-3028	77	27	):	):	PUNCT
easat-3028	77	28	many	many	ADJ
easat-3028	77	29	features	feature	NOUN
easat-3028	77	30	of	of	ADP
easat-3028	77	31	item	item	NOUN
easat-3028	77	32	a	a	DET
easat-3028	77	33	content	content	NOUN
easat-3028	77	34	n(b	n(b	PROPN
easat-3028	77	35	):	):	PUNCT
easat-3028	77	36	many	many	ADJ
easat-3028	77	37	features	feature	NOUN
easat-3028	77	38	of	of	ADP
easat-3028	77	39	item	item	PROPN
easat-3028	77	40	b	b	PROPN
easat-3028	77	41	content	content	PROPN
easat-3028	77	42	n(a∩b	n(a∩b	PROPN
easat-3028	77	43	):	):	PUNCT
easat-3028	77	44	the	the	DET
easat-3028	77	45	number	number	NOUN
easat-3028	77	46	of	of	ADP
easat-3028	77	47	content	content	NOUN
easat-3028	77	48	features	feature	NOUN
easat-3028	77	49	contained	contain	VERB
easat-3028	77	50	in	in	ADP
easat-3028	77	51	item	item	NOUN
easat-3028	77	52	a	a	PRON
easat-3028	77	53	and	and	CCONJ
easat-3028	77	54	also	also	ADV
easat-3028	77	55	found	find	VERB
easat-3028	77	56	in	in	ADP
easat-3028	77	57	item	item	NOUN
easat-3028	77	58	b	b	PROPN
easat-3028	77	59	if	if	SCONJ
easat-3028	77	60	the	the	DET
easat-3028	77	61	result	result	NOUN
easat-3028	77	62	of	of	ADP
easat-3028	77	63	the	the	DET
easat-3028	77	64	calculation	calculation	NOUN
easat-3028	77	65	obtains	obtain	VERB
easat-3028	77	66	that	that	SCONJ
easat-3028	77	67	the	the	DET
easat-3028	77	68	two	two	NUM
easat-3028	77	69	objects	object	NOUN
easat-3028	77	70	have	have	VERB
easat-3028	77	71	a	a	DET
easat-3028	77	72	similarity	similarity	NOUN
easat-3028	77	73	value	value	NOUN
easat-3028	77	74	of	of	ADP
easat-3028	77	75	1	1	NUM
easat-3028	77	76	,	,	PUNCT
easat-3028	77	77	then	then	ADV
easat-3028	77	78	the	the	DET
easat-3028	77	79	two	two	NUM
easat-3028	77	80	objects	object	NOUN
easat-3028	77	81	are	be	AUX
easat-3028	77	82	said	say	VERB
easat-3028	77	83	to	to	PART
easat-3028	77	84	be	be	AUX
easat-3028	77	85	identical	identical	ADJ
easat-3028	77	86	and	and	CCONJ
easat-3028	77	87	vice	vice	ADV
easat-3028	77	88	versa	versa	ADV
easat-3028	77	89	.	.	PUNCT
easat-3028	78	1	the	the	PRON
easat-3028	78	2	greater	great	ADJ
easat-3028	78	3	the	the	DET
easat-3028	78	4	result	result	NOUN
easat-3028	78	5	of	of	ADP
easat-3028	78	6	the	the	DET
easat-3028	78	7	similarity	similarity	NOUN
easat-3028	78	8	function	function	NOUN
easat-3028	78	9	,	,	PUNCT
easat-3028	78	10	the	the	PRON
easat-3028	78	11	more	more	ADV
easat-3028	78	12	similar	similar	ADJ
easat-3028	78	13	the	the	DET
easat-3028	78	14	two	two	NUM
easat-3028	78	15	objects	object	NOUN
easat-3028	78	16	are	be	AUX
easat-3028	78	17	considered	consider	VERB
easat-3028	78	18	,	,	PUNCT
easat-3028	78	19	and	and	CCONJ
easat-3028	78	20	vice	vice	ADV
easat-3028	78	21	versa	versa	ADV
easat-3028	78	22	.	.	PUNCT
easat-3028	79	1	2.1.4	2.1.4	NUM
easat-3028	79	2	.	.	PUNCT
easat-3028	79	3	top	top	ADJ
easat-3028	79	4	-	-	PUNCT
easat-3028	79	5	n	n	NOUN
easat-3028	79	6	recommendation	recommendation	NOUN
easat-3028	79	7	the	the	DET
easat-3028	79	8	user	user	NOUN
easat-3028	79	9	selects	select	NOUN
easat-3028	79	10	from	from	ADP
easat-3028	79	11	the	the	DET
easat-3028	79	12	items	item	NOUN
easat-3028	79	13	generated	generate	VERB
easat-3028	79	14	from	from	ADP
easat-3028	79	15	the	the	DET
easat-3028	79	16	similarity	similarity	NOUN
easat-3028	79	17	calculation	calculation	NOUN
easat-3028	79	18	.	.	PUNCT
easat-3028	80	1	only	only	ADV
easat-3028	80	2	n	n	ADP
easat-3028	80	3	items	item	NOUN
easat-3028	80	4	with	with	ADP
easat-3028	80	5	the	the	DET
easat-3028	80	6	highest	high	ADJ
easat-3028	80	7	similarity	similarity	NOUN
easat-3028	80	8	value	value	NOUN
easat-3028	80	9	are	be	AUX
easat-3028	80	10	selected	select	VERB
easat-3028	80	11	,	,	PUNCT
easat-3028	80	12	and	and	CCONJ
easat-3028	80	13	it	it	PRON
easat-3028	80	14	is	be	AUX
easat-3028	80	15	considered	consider	VERB
easat-3028	80	16	that	that	SCONJ
easat-3028	80	17	the	the	DET
easat-3028	80	18	user	user	NOUN
easat-3028	80	19	is	be	AUX
easat-3028	80	20	likely	likely	ADJ
easat-3028	80	21	to	to	PART
easat-3028	80	22	choose	choose	VERB
easat-3028	80	23	similar	similar	ADJ
easat-3028	80	24	items	item	NOUN
easat-3028	80	25	with	with	ADP
easat-3028	80	26	a	a	DET
easat-3028	80	27	higher	high	ADJ
easat-3028	80	28	similarity	similarity	NOUN
easat-3028	80	29	value	value	NOUN
easat-3028	80	30	.	.	PUNCT
easat-3028	81	1	2.1.5	2.1.5	NUM
easat-3028	81	2	.	.	PUNCT
easat-3028	81	3	confusion	confusion	NOUN
easat-3028	81	4	matrix	matrix	NOUN
easat-3028	81	5	confusion	confusion	NOUN
easat-3028	81	6	matrix	matrix	NOUN
easat-3028	81	7	is	be	AUX
easat-3028	81	8	one	one	NUM
easat-3028	81	9	of	of	ADP
easat-3028	81	10	the	the	DET
easat-3028	81	11	methods	method	NOUN
easat-3028	81	12	that	that	PRON
easat-3028	81	13	can	can	AUX
easat-3028	81	14	be	be	AUX
easat-3028	81	15	used	use	VERB
easat-3028	81	16	to	to	PART
easat-3028	81	17	measure	measure	VERB
easat-3028	81	18	the	the	DET
easat-3028	81	19	performance	performance	NOUN
easat-3028	81	20	of	of	ADP
easat-3028	81	21	a	a	DET
easat-3028	81	22	system	system	NOUN
easat-3028	81	23	.	.	PUNCT
easat-3028	82	1	the	the	DET
easat-3028	82	2	confusion	confusion	NOUN
easat-3028	82	3	matrix	matrix	NOUN
easat-3028	82	4	contains	contain	VERB
easat-3028	82	5	information	information	NOUN
easat-3028	82	6	that	that	PRON
easat-3028	82	7	compares	compare	VERB
easat-3028	82	8	the	the	DET
easat-3028	82	9	classification	classification	NOUN
easat-3028	82	10	results	result	NOUN
easat-3028	82	11	carried	carry	VERB
easat-3028	82	12	out	out	ADP
easat-3028	82	13	by	by	ADP
easat-3028	82	14	the	the	DET
easat-3028	82	15	system	system	NOUN
easat-3028	82	16	with	with	ADP
easat-3028	82	17	the	the	DET
easat-3028	82	18	classification	classification	NOUN
easat-3028	82	19	results	result	NOUN
easat-3028	82	20	that	that	PRON
easat-3028	82	21	should	should	AUX
easat-3028	82	22	be	be	AUX
easat-3028	82	23	,	,	PUNCT
easat-3028	82	24	precise	precise	ADJ
easat-3028	82	25	and	and	CCONJ
easat-3028	82	26	accurately	accurately	ADV
easat-3028	82	27	formulated	formulate	VERB
easat-3028	82	28	with	with	ADP
easat-3028	82	29	equations	equation	NOUN
easat-3028	82	30	[	[	X
easat-3028	82	31	19	19	NUM
easat-3028	82	32	]	]	PUNCT
easat-3028	82	33	.	.	PUNCT
easat-3028	83	1	table	table	NOUN
easat-3028	83	2	1	1	NUM
easat-3028	83	3	.	.	PUNCT
easat-3028	83	4	true	true	ADJ
easat-3028	83	5	value	value	NOUN
easat-3028	83	6	true	true	ADJ
easat-3028	83	7	false	false	ADJ
easat-3028	83	8	prediction	prediction	NOUN
easat-3028	83	9	value	value	NOUN
easat-3028	83	10	true	true	ADJ
easat-3028	83	11	true	true	ADJ
easat-3028	83	12	positive	positive	ADJ
easat-3028	83	13	(	(	PUNCT
easat-3028	83	14	tp	tp	NOUN
easat-3028	83	15	)	)	PUNCT
easat-3028	83	16	false	false	ADJ
easat-3028	83	17	positive	positive	ADJ
easat-3028	83	18	(	(	PUNCT
easat-3028	83	19	fp	fp	NOUN
easat-3028	83	20	)	)	PUNCT
easat-3028	83	21	false	false	ADJ
easat-3028	83	22	false	false	ADJ
easat-3028	83	23	negative	negative	ADJ
easat-3028	83	24	(	(	PUNCT
easat-3028	83	25	fn	fn	NOUN
easat-3028	83	26	)	)	PUNCT
easat-3028	83	27	true	true	ADJ
easat-3028	83	28	negative	negative	ADJ
easat-3028	83	29	(	(	PUNCT
easat-3028	83	30	tn	tn	NOUN
easat-3028	83	31	)	)	PUNCT
easat-3028	83	32	in	in	ADP
easat-3028	83	33	this	this	DET
easat-3028	83	34	study	study	NOUN
easat-3028	83	35	,	,	PUNCT
easat-3028	83	36	a	a	DET
easat-3028	83	37	content	content	NOUN
easat-3028	83	38	-	-	PUNCT
easat-3028	83	39	based	base	VERB
easat-3028	83	40	filtering	filtering	NOUN
easat-3028	83	41	algorithm	algorithm	NOUN
easat-3028	83	42	is	be	AUX
easat-3028	83	43	used	use	VERB
easat-3028	83	44	which	which	PRON
easat-3028	83	45	focuses	focus	VERB
easat-3028	83	46	on	on	ADP
easat-3028	83	47	student	student	NOUN
easat-3028	83	48	objects	object	NOUN
easat-3028	83	49	based	base	VERB
easat-3028	83	50	on	on	ADP
easat-3028	83	51	the	the	DET
easat-3028	83	52	ability	ability	NOUN
easat-3028	83	53	of	of	ADP
easat-3028	83	54	students	student	NOUN
easat-3028	83	55	who	who	PRON
easat-3028	83	56	have	have	VERB
easat-3028	83	57	a	a	DET
easat-3028	83	58	level	level	NOUN
easat-3028	83	59	of	of	ADP
easat-3028	83	60	computational	computational	ADJ
easat-3028	83	61	thinking	thinking	NOUN
easat-3028	83	62	to	to	PART
easat-3028	83	63	then	then	ADV
easat-3028	83	64	be	be	AUX
easat-3028	83	65	used	use	VERB
easat-3028	83	66	as	as	ADP
easat-3028	83	67	a	a	DET
easat-3028	83	68	rating	rating	NOUN
easat-3028	83	69	matrix	matrix	NOUN
easat-3028	83	70	in	in	ADP
easat-3028	83	71	the	the	DET
easat-3028	83	72	calculation	calculation	NOUN
easat-3028	83	73	of	of	ADP
easat-3028	83	74	methods	method	NOUN
easat-3028	83	75	in	in	ADP
easat-3028	83	76	the	the	DET
easat-3028	83	77	system	system	NOUN
easat-3028	83	78	.	.	PUNCT
easat-3028	84	1	2.2	2.2	NUM
easat-3028	84	2	.	.	PUNCT
easat-3028	84	3	computational	computational	ADJ
easat-3028	84	4	thinking	thinking	NOUN
easat-3028	84	5	in	in	ADP
easat-3028	84	6	informatics	informatics	PROPN
easat-3028	84	7	materials	material	NOUN
easat-3028	84	8	computational	computational	ADJ
easat-3028	84	9	thinking	thinking	NOUN
easat-3028	84	10	learning	learning	NOUN
easat-3028	84	11	carried	carry	VERB
easat-3028	84	12	out	out	ADP
easat-3028	84	13	with	with	ADP
easat-3028	84	14	informatics	informatic	NOUN
easat-3028	84	15	learning	learn	VERB
easat-3028	84	16	can	can	AUX
easat-3028	84	17	be	be	AUX
easat-3028	84	18	done	do	VERB
easat-3028	84	19	by	by	ADP
easat-3028	84	20	preparing	prepare	VERB
easat-3028	84	21	the	the	DET
easat-3028	84	22	necessary	necessary	ADJ
easat-3028	84	23	steps	step	NOUN
easat-3028	84	24	according	accord	VERB
easat-3028	84	25	to	to	ADP
easat-3028	84	26	the	the	DET
easat-3028	84	27	instructions	instruction	NOUN
easat-3028	84	28	on	on	ADP
easat-3028	84	29	each	each	DET
easat-3028	84	30	algorithm	algorithm	NOUN
easat-3028	84	31	.	.	PUNCT
easat-3028	85	1	there	there	PRON
easat-3028	85	2	are	be	VERB
easat-3028	85	3	many	many	ADJ
easat-3028	85	4	variations	variation	NOUN
easat-3028	85	5	in	in	ADP
easat-3028	85	6	patterns	pattern	NOUN
easat-3028	85	7	in	in	ADP
easat-3028	85	8	case	case	NOUN
easat-3028	85	9	resolution	resolution	NOUN
easat-3028	85	10	.	.	PUNCT
easat-3028	86	1	one	one	NUM
easat-3028	86	2	example	example	NOUN
easat-3028	86	3	is	be	AUX
easat-3028	86	4	learning	learn	VERB
easat-3028	86	5	to	to	PART
easat-3028	86	6	make	make	VERB
easat-3028	86	7	a	a	DET
easat-3028	86	8	simple	simple	ADJ
easat-3028	86	9	mathematics	mathematic	NOUN
easat-3028	86	10	-	-	PUNCT
easat-3028	86	11	based	base	VERB
easat-3028	86	12	algebra	algebra	NOUN
easat-3028	86	13	program	program	NOUN
easat-3028	86	14	by	by	ADP
easat-3028	86	15	arranging	arrange	VERB
easat-3028	86	16	steps	step	NOUN
easat-3028	86	17	according	accord	VERB
easat-3028	86	18	to	to	ADP
easat-3028	86	19	instructions	instruction	NOUN
easat-3028	86	20	[	[	X
easat-3028	86	21	20	20	NUM
easat-3028	86	22	]	]	PUNCT
easat-3028	86	23	.	.	PUNCT
easat-3028	87	1	the	the	DET
easat-3028	87	2	stages	stage	NOUN
easat-3028	87	3	of	of	ADP
easat-3028	87	4	completing	complete	VERB
easat-3028	87	5	the	the	DET
easat-3028	87	6	instruction	instruction	NOUN
easat-3028	87	7	in	in	ADP
easat-3028	87	8	the	the	DET
easat-3028	87	9	application	application	NOUN
easat-3028	87	10	of	of	ADP
easat-3028	87	11	computational	computational	ADJ
easat-3028	87	12	thinking	thinking	NOUN
easat-3028	87	13	are	be	AUX
easat-3028	87	14	as	as	SCONJ
easat-3028	87	15	follows	follow	VERB
easat-3028	87	16	:	:	PUNCT
easat-3028	87	17	1	1	X
easat-3028	87	18	.	.	PUNCT
easat-3028	87	19	model	model	NOUN
easat-3028	87	20	functions	function	NOUN
easat-3028	87	21	in	in	ADP
easat-3028	87	22	algebra	algebra	NOUN
easat-3028	87	23	through	through	ADP
easat-3028	87	24	programs	program	NOUN
easat-3028	87	25	(	(	PUNCT
easat-3028	87	26	compare	compare	VERB
easat-3028	87	27	them	they	PRON
easat-3028	87	28	with	with	ADP
easat-3028	87	29	functions	function	NOUN
easat-3028	87	30	in	in	ADP
easat-3028	87	31	programs	program	NOUN
easat-3028	87	32	)	)	PUNCT
easat-3028	87	33	.	.	PUNCT
easat-3028	88	1	2	2	X
easat-3028	88	2	.	.	X
easat-3028	88	3	write	write	VERB
easat-3028	88	4	down	down	ADP
easat-3028	88	5	an	an	DET
easat-3028	88	6	algorithm	algorithm	NOUN
easat-3028	88	7	(	(	PUNCT
easat-3028	88	8	or	or	CCONJ
easat-3028	88	9	the	the	DET
easat-3028	88	10	exact	exact	ADJ
easat-3028	88	11	sequence	sequence	NOUN
easat-3028	88	12	of	of	ADP
easat-3028	88	13	steps	step	NOUN
easat-3028	88	14	)	)	PUNCT
easat-3028	88	15	about	about	ADP
easat-3028	88	16	how	how	SCONJ
easat-3028	88	17	to	to	PART
easat-3028	88	18	do	do	AUX
easat-3028	88	19	matrix	matrix	NOUN
easat-3028	88	20	multiplication	multiplication	NOUN
easat-3028	88	21	or	or	CCONJ
easat-3028	88	22	how	how	SCONJ
easat-3028	88	23	to	to	PART
easat-3028	88	24	solve	solve	VERB
easat-3028	88	25	a	a	DET
easat-3028	88	26	quadratic	quadratic	ADJ
easat-3028	88	27	equation	equation	NOUN
easat-3028	88	28	.	.	PUNCT
easat-3028	89	1	3	3	X
easat-3028	89	2	.	.	X
easat-3028	89	3	use	use	VERB
easat-3028	89	4	decomposition	decomposition	NOUN
easat-3028	89	5	to	to	PART
easat-3028	89	6	solve	solve	VERB
easat-3028	89	7	word	word	NOUN
easat-3028	89	8	problems	problem	NOUN
easat-3028	89	9	.	.	PUNCT
easat-3028	90	1	4	4	X
easat-3028	90	2	.	.	X
easat-3028	90	3	generalization	generalization	NOUN
easat-3028	90	4	(	(	PUNCT
easat-3028	90	5	as	as	ADP
easat-3028	90	6	an	an	DET
easat-3028	90	7	algebraic	algebraic	ADJ
easat-3028	90	8	representation	representation	NOUN
easat-3028	90	9	)	)	PUNCT
easat-3028	90	10	by	by	ADP
easat-3028	90	11	identifying	identify	VERB
easat-3028	90	12	patterns	pattern	NOUN
easat-3028	90	13	.	.	PUNCT
easat-3028	91	1	some	some	DET
easat-3028	91	2	things	thing	NOUN
easat-3028	91	3	will	will	AUX
easat-3028	91	4	be	be	AUX
easat-3028	91	5	solved	solve	VERB
easat-3028	91	6	faster	fast	ADV
easat-3028	91	7	by	by	ADP
easat-3028	91	8	humans	human	NOUN
easat-3028	91	9	and	and	CCONJ
easat-3028	91	10	some	some	PRON
easat-3028	91	11	will	will	AUX
easat-3028	91	12	be	be	AUX
easat-3028	91	13	solved	solve	VERB
easat-3028	91	14	faster	fast	ADV
easat-3028	91	15	with	with	ADP
easat-3028	91	16	computers	computer	NOUN
easat-3028	91	17	,	,	PUNCT
easat-3028	91	18	we	we	PRON
easat-3028	91	19	as	as	ADP
easat-3028	91	20	humans	human	NOUN
easat-3028	91	21	are	be	AUX
easat-3028	91	22	the	the	DET
easat-3028	91	23	ones	one	NOUN
easat-3028	91	24	who	who	PRON
easat-3028	91	25	decide	decide	VERB
easat-3028	91	26	.	.	PUNCT
easat-3028	92	1	in	in	ADP
easat-3028	92	2	practice	practice	NOUN
easat-3028	92	3	,	,	PUNCT
easat-3028	92	4	there	there	PRON
easat-3028	92	5	is	be	VERB
easat-3028	92	6	a	a	DET
easat-3028	92	7	set	set	NOUN
easat-3028	92	8	of	of	ADP
easat-3028	92	9	abilities	ability	NOUN
easat-3028	92	10	that	that	PRON
easat-3028	92	11	are	be	AUX
easat-3028	92	12	part	part	NOUN
easat-3028	92	13	of	of	ADP
easat-3028	92	14	computational	computational	ADJ
easat-3028	92	15	thinking	thinking	NOUN
easat-3028	92	16	.	.	PUNCT
easat-3028	93	1	google	google	VERB
easat-3028	93	2	for	for	ADP
easat-3028	93	3	education	education	NOUN
easat-3028	93	4	discusses	discuss	VERB
easat-3028	93	5	how	how	SCONJ
easat-3028	93	6	a	a	DET
easat-3028	93	7	computational	computational	ADJ
easat-3028	93	8	thinking	thinking	NOUN
easat-3028	93	9	approach	approach	NOUN
easat-3028	93	10	should	should	AUX
easat-3028	93	11	be	be	AUX
easat-3028	93	12	.	.	PUNCT
easat-3028	94	1	google	google	VERB
easat-3028	94	2	for	for	ADP
easat-3028	94	3	education	education	NOUN
easat-3028	94	4	has	have	VERB
easat-3028	94	5	four	four	NUM
easat-3028	94	6	basic	basic	ADJ
easat-3028	94	7	steps	step	NOUN
easat-3028	94	8	consisting	consist	VERB
easat-3028	94	9	of	of	ADP
easat-3028	94	10	decomposition	decomposition	NOUN
easat-3028	94	11	,	,	PUNCT
easat-3028	94	12	pattern	pattern	NOUN
easat-3028	94	13	recognition	recognition	NOUN
easat-3028	94	14	,	,	PUNCT
easat-3028	94	15	abstraction	abstraction	NOUN
easat-3028	94	16	,	,	PUNCT
easat-3028	94	17	and	and	CCONJ
easat-3028	94	18	4771	4771	NUM
easat-3028	94	19	edelweiss	edelweiss	PROPN
easat-3028	94	20	applied	apply	VERB
easat-3028	94	21	science	science	NOUN
easat-3028	94	22	and	and	CCONJ
easat-3028	94	23	technology	technology	NOUN
easat-3028	94	24	issn	issn	PROPN
easat-3028	94	25	:	:	PUNCT
easat-3028	94	26	2576	2576	NUM
easat-3028	94	27	-	-	SYM
easat-3028	94	28	8484	8484	NUM
easat-3028	94	29	vol	vol	NOUN
easat-3028	94	30	.	.	PROPN
easat-3028	94	31	8	8	NUM
easat-3028	94	32	,	,	PUNCT
easat-3028	94	33	no	no	INTJ
easat-3028	94	34	.	.	NOUN
easat-3028	95	1	6	6	NUM
easat-3028	95	2	:	:	SYM
easat-3028	95	3	4765	4765	NUM
easat-3028	95	4	-	-	SYM
easat-3028	95	5	4777	4777	NUM
easat-3028	95	6	,	,	PUNCT
easat-3028	95	7	2024	2024	NUM
easat-3028	95	8	doi	doi	NOUN
easat-3028	95	9	:	:	PUNCT
easat-3028	95	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	95	11	©	©	PROPN
easat-3028	95	12	2024	2024	NUM
easat-3028	95	13	by	by	ADP
easat-3028	95	14	the	the	DET
easat-3028	95	15	authors	author	NOUN
easat-3028	95	16	;	;	PUNCT
easat-3028	95	17	licensee	licensee	PROPN
easat-3028	95	18	learning	learn	VERB
easat-3028	95	19	gate	gate	NOUN
easat-3028	95	20	algorithm	algorithm	PROPN
easat-3028	95	21	design	design	PROPN
easat-3028	95	22	(	(	PUNCT
easat-3028	95	23	kidd	kidd	PROPN
easat-3028	95	24	,	,	PUNCT
easat-3028	95	25	lonnie	lonnie	PROPN
easat-3028	95	26	r	r	PROPN
easat-3028	95	27	,	,	PUNCT
easat-3028	95	28	&	&	CCONJ
easat-3028	95	29	morris	morris	PROPN
easat-3028	95	30	,	,	PUNCT
easat-3028	95	31	jr	jr	PROPN
easat-3028	95	32	.	.	PROPN
easat-3028	95	33	,	,	PUNCT
easat-3028	95	34	2017	2017	NUM
easat-3028	95	35	)	)	PUNCT
easat-3028	95	36	.	.	PUNCT
easat-3028	96	1	here	here	ADV
easat-3028	96	2	is	be	AUX
easat-3028	96	3	the	the	DET
easat-3028	96	4	definition	definition	NOUN
easat-3028	96	5	of	of	ADP
easat-3028	96	6	the	the	DET
easat-3028	96	7	four	four	NUM
easat-3028	96	8	basic	basic	ADJ
easat-3028	96	9	steps	step	NOUN
easat-3028	96	10	(	(	PUNCT
easat-3028	96	11	bbc	bbc	PROPN
easat-3028	96	12	bitesize	bitesize	PROPN
easat-3028	96	13	,	,	PUNCT
easat-3028	96	14	n.d	n.d	PROPN
easat-3028	96	15	.	.	PROPN
easat-3028	96	16	)	)	PUNCT
easat-3028	97	1	3	3	X
easat-3028	97	2	.	.	X
easat-3028	97	3	results	result	NOUN
easat-3028	97	4	and	and	CCONJ
easat-3028	97	5	discussion	discussion	NOUN
easat-3028	97	6	the	the	DET
easat-3028	97	7	method	method	NOUN
easat-3028	97	8	used	use	VERB
easat-3028	97	9	in	in	ADP
easat-3028	97	10	this	this	DET
easat-3028	97	11	study	study	NOUN
easat-3028	97	12	is	be	AUX
easat-3028	97	13	using	use	VERB
easat-3028	97	14	two	two	NUM
easat-3028	97	15	research	research	NOUN
easat-3028	97	16	methods	method	NOUN
easat-3028	97	17	,	,	PUNCT
easat-3028	97	18	namely	namely	ADV
easat-3028	97	19	the	the	DET
easat-3028	97	20	data	data	NOUN
easat-3028	97	21	collection	collection	NOUN
easat-3028	97	22	method	method	NOUN
easat-3028	97	23	and	and	CCONJ
easat-3028	97	24	the	the	DET
easat-3028	97	25	system	system	NOUN
easat-3028	97	26	development	development	NOUN
easat-3028	97	27	method	method	NOUN
easat-3028	97	28	.	.	PUNCT
easat-3028	98	1	in	in	ADP
easat-3028	98	2	the	the	DET
easat-3028	98	3	data	data	NOUN
easat-3028	98	4	collection	collection	NOUN
easat-3028	98	5	method	method	NOUN
easat-3028	98	6	,	,	PUNCT
easat-3028	98	7	several	several	ADJ
easat-3028	98	8	stages	stage	NOUN
easat-3028	98	9	include	include	VERB
easat-3028	98	10	observation	observation	NOUN
easat-3028	98	11	,	,	PUNCT
easat-3028	98	12	interviews	interview	NOUN
easat-3028	98	13	,	,	PUNCT
easat-3028	98	14	questionnaires	questionnaire	NOUN
easat-3028	98	15	,	,	PUNCT
easat-3028	98	16	document	document	NOUN
easat-3028	98	17	studies	study	NOUN
easat-3028	98	18	,	,	PUNCT
easat-3028	98	19	case	case	NOUN
easat-3028	98	20	studies	study	NOUN
easat-3028	98	21	and	and	CCONJ
easat-3028	98	22	secondary	secondary	ADJ
easat-3028	98	23	data	datum	NOUN
easat-3028	98	24	collection	collection	NOUN
easat-3028	98	25	.	.	PUNCT
easat-3028	99	1	meanwhile	meanwhile	ADV
easat-3028	99	2	,	,	PUNCT
easat-3028	99	3	in	in	ADP
easat-3028	99	4	the	the	DET
easat-3028	99	5	system	system	NOUN
easat-3028	99	6	development	development	NOUN
easat-3028	99	7	method	method	NOUN
easat-3028	99	8	,	,	PUNCT
easat-3028	99	9	the	the	DET
easat-3028	99	10	researcher	researcher	NOUN
easat-3028	99	11	conducts	conduct	VERB
easat-3028	99	12	the	the	DET
easat-3028	99	13	stage	stage	NOUN
easat-3028	99	14	of	of	ADP
easat-3028	99	15	system	system	NOUN
easat-3028	99	16	needs	need	VERB
easat-3028	99	17	analysis	analysis	NOUN
easat-3028	99	18	(	(	PUNCT
easat-3028	99	19	software	software	NOUN
easat-3028	99	20	and	and	CCONJ
easat-3028	99	21	hardware	hardware	NOUN
easat-3028	99	22	)	)	PUNCT
easat-3028	99	23	and	and	CCONJ
easat-3028	99	24	system	system	NOUN
easat-3028	99	25	testing	testing	NOUN
easat-3028	99	26	analysis	analysis	NOUN
easat-3028	99	27	using	use	VERB
easat-3028	99	28	the	the	DET
easat-3028	99	29	waterfall	waterfall	NOUN
easat-3028	99	30	method	method	NOUN
easat-3028	99	31	.	.	PUNCT
easat-3028	100	1	the	the	DET
easat-3028	100	2	following	following	NOUN
easat-3028	100	3	explains	explain	VERB
easat-3028	100	4	the	the	DET
easat-3028	100	5	system	system	NOUN
easat-3028	100	6	design	design	NOUN
easat-3028	100	7	flowchart	flowchart	NOUN
easat-3028	100	8	used	use	VERB
easat-3028	100	9	in	in	ADP
easat-3028	100	10	this	this	DET
easat-3028	100	11	study	study	NOUN
easat-3028	100	12	:	:	PUNCT
easat-3028	100	13	figure	figure	NOUN
easat-3028	100	14	3	3	NUM
easat-3028	100	15	.	.	PUNCT
easat-3028	100	16	system	system	NOUN
easat-3028	100	17	design	design	NOUN
easat-3028	100	18	flowchart	flowchart	NOUN
easat-3028	100	19	with	with	ADP
easat-3028	100	20	content	content	NOUN
easat-3028	100	21	-	-	PUNCT
easat-3028	100	22	based	base	VERB
easat-3028	100	23	filtering	filtering	NOUN
easat-3028	100	24	algorithm	algorithm	NOUN
easat-3028	100	25	.	.	PUNCT
easat-3028	101	1	based	base	VERB
easat-3028	101	2	on	on	ADP
easat-3028	101	3	the	the	DET
easat-3028	101	4	system	system	NOUN
easat-3028	101	5	design	design	NOUN
easat-3028	101	6	flowchart	flowchart	NOUN
easat-3028	101	7	above	above	ADV
easat-3028	101	8	,	,	PUNCT
easat-3028	101	9	in	in	ADP
easat-3028	101	10	the	the	DET
easat-3028	101	11	initial	initial	ADJ
easat-3028	101	12	stage	stage	NOUN
easat-3028	101	13	,	,	PUNCT
easat-3028	101	14	data	datum	NOUN
easat-3028	101	15	input	input	NOUN
easat-3028	101	16	is	be	AUX
easat-3028	101	17	based	base	VERB
easat-3028	101	18	on	on	ADP
easat-3028	101	19	student	student	NOUN
easat-3028	101	20	learning	learn	VERB
easat-3028	101	21	evaluations	evaluation	NOUN
easat-3028	101	22	and	and	CCONJ
easat-3028	101	23	then	then	ADV
easat-3028	101	24	processed	process	VERB
easat-3028	101	25	with	with	ADP
easat-3028	101	26	a	a	DET
easat-3028	101	27	content	content	NOUN
easat-3028	101	28	-	-	PUNCT
easat-3028	101	29	based	base	VERB
easat-3028	101	30	filtering	filtering	NOUN
easat-3028	101	31	algorithm	algorithm	NOUN
easat-3028	101	32	.	.	PUNCT
easat-3028	102	1	the	the	DET
easat-3028	102	2	input	input	NOUN
easat-3028	102	3	data	datum	NOUN
easat-3028	102	4	will	will	AUX
easat-3028	102	5	be	be	AUX
easat-3028	102	6	calculated	calculate	VERB
easat-3028	102	7	similarly	similarly	ADV
easat-3028	102	8	based	base	VERB
easat-3028	102	9	on	on	ADP
easat-3028	102	10	the	the	DET
easat-3028	102	11	students	student	NOUN
easat-3028	102	12	'	'	PART
easat-3028	102	13	computational	computational	ADJ
easat-3028	102	14	thinking	thinking	NOUN
easat-3028	102	15	level	level	NOUN
easat-3028	102	16	.	.	PUNCT
easat-3028	103	1	then	then	ADV
easat-3028	103	2	,	,	PUNCT
easat-3028	103	3	the	the	DET
easat-3028	103	4	algorithm	algorithm	NOUN
easat-3028	103	5	calculation	calculation	NOUN
easat-3028	103	6	will	will	AUX
easat-3028	103	7	be	be	AUX
easat-3028	103	8	calculated	calculate	VERB
easat-3028	103	9	as	as	ADP
easat-3028	103	10	an	an	DET
easat-3028	103	11	average	average	ADJ
easat-3028	103	12	similarity	similarity	NOUN
easat-3028	103	13	k+1	k+1	VERB
easat-3028	103	14	,	,	PUNCT
easat-3028	103	15	which	which	PRON
easat-3028	103	16	is	be	AUX
easat-3028	103	17	the	the	DET
easat-3028	103	18	similarity	similarity	NOUN
easat-3028	103	19	between	between	ADP
easat-3028	103	20	students	student	NOUN
easat-3028	103	21	,	,	PUNCT
easat-3028	103	22	then	then	ADV
easat-3028	103	23	the	the	DET
easat-3028	103	24	rating	rating	NOUN
easat-3028	103	25	based	base	VERB
easat-3028	103	26	on	on	ADP
easat-3028	103	27	the	the	DET
easat-3028	103	28	highest	high	ADJ
easat-3028	103	29	average	average	ADJ
easat-3028	103	30	similarity	similarity	NOUN
easat-3028	103	31	results	result	NOUN
easat-3028	103	32	to	to	PART
easat-3028	103	33	get	get	VERB
easat-3028	103	34	the	the	DET
easat-3028	103	35	results	result	NOUN
easat-3028	103	36	of	of	ADP
easat-3028	103	37	recommendations	recommendation	NOUN
easat-3028	103	38	for	for	ADP
easat-3028	103	39	informatics	informatic	NOUN
easat-3028	103	40	materials	material	NOUN
easat-3028	103	41	that	that	PRON
easat-3028	103	42	are	be	AUX
easat-3028	103	43	by	by	ADP
easat-3028	103	44	the	the	DET
easat-3028	103	45	level	level	NOUN
easat-3028	103	46	of	of	ADP
easat-3028	103	47	computational	computational	ADJ
easat-3028	103	48	thinking	thinking	NOUN
easat-3028	103	49	that	that	SCONJ
easat-3028	103	50	students	student	NOUN
easat-3028	103	51	have	have	VERB
easat-3028	103	52	.	.	PUNCT
easat-3028	104	1	3.1	3.1	NUM
easat-3028	104	2	.	.	PUNCT
easat-3028	104	3	overview	overview	VERB
easat-3028	104	4	the	the	DET
easat-3028	104	5	development	development	NOUN
easat-3028	104	6	of	of	ADP
easat-3028	104	7	the	the	DET
easat-3028	104	8	recommendation	recommendation	NOUN
easat-3028	104	9	system	system	NOUN
easat-3028	104	10	was	be	AUX
easat-3028	104	11	made	make	VERB
easat-3028	104	12	using	use	VERB
easat-3028	104	13	data	datum	NOUN
easat-3028	104	14	from	from	ADP
easat-3028	104	15	the	the	DET
easat-3028	104	16	learning	learning	NOUN
easat-3028	104	17	evaluation	evaluation	NOUN
easat-3028	104	18	results	result	NOUN
easat-3028	104	19	of	of	ADP
easat-3028	104	20	lhokseumawe	lhokseumawe	ADJ
easat-3028	104	21	city	city	NOUN
easat-3028	104	22	vocational	vocational	ADJ
easat-3028	104	23	school	school	NOUN
easat-3028	104	24	students	student	NOUN
easat-3028	104	25	which	which	PRON
easat-3028	104	26	had	have	AUX
easat-3028	104	27	been	be	AUX
easat-3028	104	28	grouped	group	VERB
easat-3028	104	29	based	base	VERB
easat-3028	104	30	on	on	ADP
easat-3028	104	31	the	the	DET
easat-3028	104	32	level	level	NOUN
easat-3028	104	33	of	of	ADP
easat-3028	104	34	students	student	NOUN
easat-3028	104	35	'	'	PART
easat-3028	104	36	computational	computational	ADJ
easat-3028	104	37	thinking	thinking	NOUN
easat-3028	104	38	and	and	CCONJ
easat-3028	104	39	calculated	calculate	VERB
easat-3028	104	40	the	the	DET
easat-3028	104	41	rule	rule	NOUN
easat-3028	104	42	base	base	NOUN
easat-3028	104	43	using	use	VERB
easat-3028	104	44	the	the	DET
easat-3028	104	45	tsukamoto	tsukamoto	NOUN
easat-3028	104	46	fuzzy	fuzzy	ADJ
easat-3028	104	47	inference	inference	NOUN
easat-3028	104	48	method	method	NOUN
easat-3028	104	49	.	.	PUNCT
easat-3028	105	1	in	in	ADP
easat-3028	105	2	data	datum	NOUN
easat-3028	105	3	grouping	grouping	NOUN
easat-3028	105	4	,	,	PUNCT
easat-3028	105	5	data	datum	NOUN
easat-3028	105	6	is	be	AUX
easat-3028	105	7	generated	generate	VERB
easat-3028	105	8	in	in	ADP
easat-3028	105	9	the	the	DET
easat-3028	105	10	form	form	NOUN
easat-3028	105	11	of	of	ADP
easat-3028	105	12	weighting	weighting	NOUN
easat-3028	105	13	that	that	PRON
easat-3028	105	14	will	will	AUX
easat-3028	105	15	be	be	AUX
easat-3028	105	16	input	input	VERB
easat-3028	105	17	into	into	ADP
easat-3028	105	18	the	the	DET
easat-3028	105	19	system	system	NOUN
easat-3028	105	20	4772	4772	NUM
easat-3028	105	21	edelweiss	edelweiss	PROPN
easat-3028	105	22	applied	apply	VERB
easat-3028	105	23	science	science	NOUN
easat-3028	105	24	and	and	CCONJ
easat-3028	105	25	technology	technology	NOUN
easat-3028	105	26	issn	issn	PROPN
easat-3028	105	27	:	:	PUNCT
easat-3028	105	28	2576	2576	NUM
easat-3028	105	29	-	-	SYM
easat-3028	105	30	8484	8484	NUM
easat-3028	105	31	vol	vol	NOUN
easat-3028	105	32	.	.	PROPN
easat-3028	106	1	8	8	NUM
easat-3028	106	2	,	,	PUNCT
easat-3028	106	3	no	no	INTJ
easat-3028	106	4	.	.	NOUN
easat-3028	107	1	6	6	NUM
easat-3028	107	2	:	:	SYM
easat-3028	107	3	4765	4765	NUM
easat-3028	107	4	-	-	SYM
easat-3028	107	5	4777	4777	NUM
easat-3028	107	6	,	,	PUNCT
easat-3028	107	7	2024	2024	NUM
easat-3028	107	8	doi	doi	NOUN
easat-3028	107	9	:	:	PUNCT
easat-3028	107	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	107	11	©	©	PROPN
easat-3028	107	12	2024	2024	NUM
easat-3028	107	13	by	by	ADP
easat-3028	107	14	the	the	DET
easat-3028	107	15	authors	author	NOUN
easat-3028	107	16	;	;	PUNCT
easat-3028	107	17	licensee	licensee	PROPN
easat-3028	107	18	learning	learning	NOUN
easat-3028	107	19	gate	gate	NOUN
easat-3028	107	20	to	to	PART
easat-3028	107	21	be	be	AUX
easat-3028	107	22	built	build	VERB
easat-3028	107	23	,	,	PUNCT
easat-3028	107	24	namely	namely	ADV
easat-3028	107	25	using	use	VERB
easat-3028	107	26	a	a	DET
easat-3028	107	27	gui	gui	NOUN
easat-3028	107	28	-	-	PUNCT
easat-3028	107	29	based	base	VERB
easat-3028	107	30	system	system	NOUN
easat-3028	107	31	with	with	ADP
easat-3028	107	32	python	python	PROPN
easat-3028	107	33	.	.	PUNCT
easat-3028	108	1	the	the	DET
easat-3028	108	2	results	result	NOUN
easat-3028	108	3	of	of	ADP
easat-3028	108	4	data	datum	NOUN
easat-3028	108	5	processing	processing	NOUN
easat-3028	108	6	taken	take	VERB
easat-3028	108	7	from	from	ADP
easat-3028	108	8	the	the	DET
easat-3028	108	9	database	database	NOUN
easat-3028	108	10	are	be	AUX
easat-3028	108	11	designed	design	VERB
easat-3028	108	12	to	to	PART
easat-3028	108	13	calculate	calculate	VERB
easat-3028	108	14	recommendations	recommendation	NOUN
easat-3028	108	15	for	for	ADP
easat-3028	108	16	informatics	informatic	NOUN
easat-3028	108	17	materials	material	NOUN
easat-3028	108	18	by	by	ADP
easat-3028	108	19	processing	process	VERB
easat-3028	108	20	descriptions	description	NOUN
easat-3028	108	21	on	on	ADP
easat-3028	108	22	each	each	DET
easat-3028	108	23	content	content	NOUN
easat-3028	108	24	.	.	PUNCT
easat-3028	109	1	then	then	ADV
easat-3028	109	2	data	data	NOUN
easat-3028	109	3	processing	processing	NOUN
easat-3028	109	4	is	be	AUX
easat-3028	109	5	carried	carry	VERB
easat-3028	109	6	out	out	ADP
easat-3028	109	7	until	until	SCONJ
easat-3028	109	8	it	it	PRON
easat-3028	109	9	produces	produce	VERB
easat-3028	109	10	similarity	similarity	NOUN
easat-3028	109	11	values	value	NOUN
easat-3028	109	12	between	between	ADP
easat-3028	109	13	materials	material	NOUN
easat-3028	109	14	.	.	PUNCT
easat-3028	110	1	the	the	DET
easat-3028	110	2	system	system	NOUN
easat-3028	110	3	schematic	schematic	ADJ
easat-3028	110	4	is	be	AUX
easat-3028	110	5	depicted	depict	VERB
easat-3028	110	6	in	in	ADP
easat-3028	110	7	figure	figure	NOUN
easat-3028	110	8	4	4	NUM
easat-3028	110	9	.	.	PUNCT
easat-3028	110	10	system	system	NOUN
easat-3028	110	11	scheme	scheme	NOUN
easat-3028	110	12	and	and	CCONJ
easat-3028	110	13	figure	figure	NOUN
easat-3028	110	14	5	5	NUM
easat-3028	110	15	.	.	PUNCT
easat-3028	110	16	contentbase	contentbase	NOUN
easat-3028	110	17	filtering	filter	VERB
easat-3028	110	18	algorithm	algorithm	NOUN
easat-3028	110	19	scheme	scheme	NOUN
easat-3028	110	20	.	.	PUNCT
easat-3028	111	1	figure	figure	NOUN
easat-3028	111	2	1	1	NUM
easat-3028	111	3	.	.	PUNCT
easat-3028	111	4	system	system	NOUN
easat-3028	111	5	scheme	scheme	NOUN
easat-3028	111	6	.	.	PUNCT
easat-3028	112	1	figure	figure	NOUN
easat-3028	112	2	5	5	NUM
easat-3028	112	3	.	.	PUNCT
easat-3028	112	4	content	content	ADJ
easat-3028	112	5	-	-	PUNCT
easat-3028	112	6	base	base	NOUN
easat-3028	112	7	filtering	filtering	NOUN
easat-3028	112	8	algorithm	algorithm	NOUN
easat-3028	112	9	scheme	scheme	NOUN
easat-3028	112	10	.	.	PUNCT
easat-3028	113	1	based	base	VERB
easat-3028	113	2	on	on	ADP
easat-3028	113	3	the	the	DET
easat-3028	113	4	image	image	NOUN
easat-3028	113	5	above	above	ADV
easat-3028	113	6	,	,	PUNCT
easat-3028	113	7	it	it	PRON
easat-3028	113	8	is	be	AUX
easat-3028	113	9	explained	explain	VERB
easat-3028	113	10	as	as	SCONJ
easat-3028	113	11	follows	follow	VERB
easat-3028	113	12	:	:	PUNCT
easat-3028	113	13	1	1	X
easat-3028	113	14	.	.	X
easat-3028	113	15	interview	interview	NOUN
easat-3028	113	16	and	and	CCONJ
easat-3028	113	17	observation	observation	NOUN
easat-3028	113	18	evaluation	evaluation	NOUN
easat-3028	113	19	of	of	ADP
easat-3028	113	20	student	student	NOUN
easat-3028	113	21	learning	learning	NOUN
easat-3028	113	22	based	base	VERB
easat-3028	113	23	on	on	ADP
easat-3028	113	24	students	student	NOUN
easat-3028	113	25	'	'	PART
easat-3028	113	26	computational	computational	ADJ
easat-3028	113	27	thinking	thinking	NOUN
easat-3028	113	28	level	level	NOUN
easat-3028	113	29	:	:	PUNCT
easat-3028	113	30	in	in	ADP
easat-3028	113	31	this	this	DET
easat-3028	113	32	process	process	NOUN
easat-3028	113	33	,	,	PUNCT
easat-3028	113	34	data	datum	NOUN
easat-3028	113	35	observations	observation	NOUN
easat-3028	113	36	are	be	AUX
easat-3028	113	37	carried	carry	VERB
easat-3028	113	38	out	out	ADP
easat-3028	113	39	in	in	ADP
easat-3028	113	40	the	the	DET
easat-3028	113	41	form	form	NOUN
easat-3028	113	42	of	of	ADP
easat-3028	113	43	students	student	NOUN
easat-3028	113	44	'	'	PART
easat-3028	113	45	computational	computational	ADJ
easat-3028	113	46	thinking	thinking	NOUN
easat-3028	113	47	scores	score	NOUN
easat-3028	113	48	taken	take	VERB
easat-3028	113	49	from	from	ADP
easat-3028	113	50	teachers	teacher	NOUN
easat-3028	113	51	who	who	PRON
easat-3028	113	52	have	have	AUX
easat-3028	113	53	been	be	AUX
easat-3028	113	54	appointed	appoint	VERB
easat-3028	113	55	as	as	ADP
easat-3028	113	56	research	research	NOUN
easat-3028	113	57	assistants	assistant	NOUN
easat-3028	113	58	.	.	PUNCT
easat-3028	114	1	4773	4773	NUM
easat-3028	114	2	edelweiss	edelweiss	PROPN
easat-3028	114	3	applied	apply	VERB
easat-3028	114	4	science	science	NOUN
easat-3028	114	5	and	and	CCONJ
easat-3028	114	6	technology	technology	NOUN
easat-3028	114	7	issn	issn	PROPN
easat-3028	114	8	:	:	PUNCT
easat-3028	114	9	2576	2576	NUM
easat-3028	114	10	-	-	SYM
easat-3028	114	11	8484	8484	NUM
easat-3028	114	12	vol	vol	NOUN
easat-3028	114	13	.	.	PROPN
easat-3028	114	14	8	8	NUM
easat-3028	114	15	,	,	PUNCT
easat-3028	114	16	no	no	INTJ
easat-3028	114	17	.	.	NOUN
easat-3028	115	1	6	6	NUM
easat-3028	115	2	:	:	SYM
easat-3028	115	3	4765	4765	NUM
easat-3028	115	4	-	-	SYM
easat-3028	115	5	4777	4777	NUM
easat-3028	115	6	,	,	PUNCT
easat-3028	115	7	2024	2024	NUM
easat-3028	115	8	doi	doi	NOUN
easat-3028	115	9	:	:	PUNCT
easat-3028	115	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	115	11	©	©	PROPN
easat-3028	115	12	2024	2024	NUM
easat-3028	115	13	by	by	ADP
easat-3028	115	14	the	the	DET
easat-3028	115	15	authors	author	NOUN
easat-3028	115	16	;	;	PUNCT
easat-3028	115	17	licensee	licensee	PROPN
easat-3028	115	18	learning	learning	NOUN
easat-3028	115	19	gate	gate	VERB
easat-3028	115	20	the	the	DET
easat-3028	115	21	teacher	teacher	NOUN
easat-3028	115	22	gave	give	VERB
easat-3028	115	23	an	an	DET
easat-3028	115	24	instrument	instrument	NOUN
easat-3028	115	25	test	test	NOUN
easat-3028	115	26	in	in	ADP
easat-3028	115	27	5	5	NUM
easat-3028	115	28	classes	class	NOUN
easat-3028	115	29	,	,	PUNCT
easat-3028	115	30	the	the	DET
easat-3028	115	31	results	result	NOUN
easat-3028	115	32	of	of	ADP
easat-3028	115	33	which	which	PRON
easat-3028	115	34	were	be	AUX
easat-3028	115	35	measured	measure	VERB
easat-3028	115	36	by	by	ADP
easat-3028	115	37	4	4	NUM
easat-3028	115	38	categories	category	NOUN
easat-3028	115	39	of	of	ADP
easat-3028	115	40	students	student	NOUN
easat-3028	115	41	'	'	PART
easat-3028	115	42	computational	computational	ADJ
easat-3028	115	43	thinking	thinking	NOUN
easat-3028	115	44	.	.	PUNCT
easat-3028	116	1	2	2	X
easat-3028	116	2	.	.	X
easat-3028	116	3	rule	rule	NOUN
easat-3028	116	4	base	base	PROPN
easat-3028	116	5	data	datum	NOUN
easat-3028	116	6	analysis	analysis	NOUN
easat-3028	116	7	using	use	VERB
easat-3028	116	8	fuzzy	fuzzy	ADJ
easat-3028	116	9	tsukamoto	tsukamoto	NOUN
easat-3028	116	10	's	's	PART
easat-3028	116	11	algorithm	algorithm	NOUN
easat-3028	116	12	:	:	PUNCT
easat-3028	116	13	from	from	ADP
easat-3028	116	14	the	the	DET
easat-3028	116	15	results	result	NOUN
easat-3028	116	16	of	of	ADP
easat-3028	116	17	students	student	NOUN
easat-3028	116	18	'	'	PART
easat-3028	116	19	computational	computational	ADJ
easat-3028	116	20	thinking	thinking	NOUN
easat-3028	116	21	data	datum	NOUN
easat-3028	116	22	,	,	PUNCT
easat-3028	116	23	it	it	PRON
easat-3028	116	24	was	be	AUX
easat-3028	116	25	analyzed	analyze	VERB
easat-3028	116	26	again	again	ADV
easat-3028	116	27	with	with	ADP
easat-3028	116	28	rule	rule	NOUN
easat-3028	116	29	base	base	NOUN
easat-3028	116	30	data	datum	NOUN
easat-3028	116	31	using	use	VERB
easat-3028	116	32	fuzzy	fuzzy	ADJ
easat-3028	116	33	tsukamoto	tsukamoto	NOUN
easat-3028	116	34	's	's	PART
easat-3028	116	35	algorithm	algorithm	NOUN
easat-3028	116	36	.	.	PUNCT
easat-3028	117	1	the	the	DET
easat-3028	117	2	data	data	NOUN
easat-3028	117	3	rule	rule	NOUN
easat-3028	117	4	base	base	NOUN
easat-3028	117	5	is	be	AUX
easat-3028	117	6	grouped	group	VERB
easat-3028	117	7	into	into	ADP
easat-3028	117	8	4	4	NUM
easat-3028	117	9	categories	category	NOUN
easat-3028	117	10	.	.	PUNCT
easat-3028	118	1	3	3	X
easat-3028	118	2	.	.	X
easat-3028	118	3	attribute	attribute	NOUN
easat-3028	118	4	course	course	NOUN
easat-3028	118	5	:	:	PUNCT
easat-3028	118	6	once	once	SCONJ
easat-3028	118	7	the	the	DET
easat-3028	118	8	attributes	attribute	NOUN
easat-3028	118	9	are	be	AUX
easat-3028	118	10	obtained	obtain	VERB
easat-3028	118	11	,	,	PUNCT
easat-3028	118	12	the	the	DET
easat-3028	118	13	attributes	attribute	NOUN
easat-3028	118	14	will	will	AUX
easat-3028	118	15	be	be	AUX
easat-3028	118	16	processed	process	VERB
easat-3028	118	17	by	by	ADP
easat-3028	118	18	the	the	DET
easat-3028	118	19	contentbased	contentbased	ADJ
easat-3028	118	20	filtering	filtering	NOUN
easat-3028	118	21	algorithm	algorithm	NOUN
easat-3028	118	22	.	.	PUNCT
easat-3028	119	1	4	4	X
easat-3028	119	2	.	.	X
easat-3028	119	3	development	development	NOUN
easat-3028	119	4	of	of	ADP
easat-3028	119	5	a	a	DET
easat-3028	119	6	calculation	calculation	NOUN
easat-3028	119	7	model	model	NOUN
easat-3028	119	8	for	for	ADP
easat-3028	119	9	informatics	informatic	NOUN
easat-3028	119	10	learning	learn	VERB
easat-3028	119	11	material	material	NOUN
easat-3028	119	12	recommendations	recommendation	NOUN
easat-3028	119	13	:	:	PUNCT
easat-3028	119	14	the	the	DET
easat-3028	119	15	model	model	NOUN
easat-3028	119	16	calculation	calculation	NOUN
easat-3028	119	17	process	process	NOUN
easat-3028	119	18	is	be	AUX
easat-3028	119	19	carried	carry	VERB
easat-3028	119	20	out	out	ADP
easat-3028	119	21	to	to	PART
easat-3028	119	22	provide	provide	VERB
easat-3028	119	23	material	material	ADJ
easat-3028	119	24	recommendations	recommendation	NOUN
easat-3028	119	25	that	that	PRON
easat-3028	119	26	are	be	AUX
easat-3028	119	27	in	in	ADP
easat-3028	119	28	accordance	accordance	NOUN
easat-3028	119	29	with	with	ADP
easat-3028	119	30	the	the	DET
easat-3028	119	31	students	student	NOUN
easat-3028	119	32	'	'	PART
easat-3028	119	33	computational	computational	ADJ
easat-3028	119	34	thinking	thinking	NOUN
easat-3028	119	35	criteria	criterion	NOUN
easat-3028	119	36	.	.	PUNCT
easat-3028	120	1	5	5	X
easat-3028	120	2	.	.	X
easat-3028	120	3	output	output	NOUN
easat-3028	120	4	:	:	PUNCT
easat-3028	120	5	recommendation	recommendation	NOUN
easat-3028	120	6	results	result	NOUN
easat-3028	120	7	and	and	CCONJ
easat-3028	120	8	recommendation	recommendation	NOUN
easat-3028	120	9	accuracy	accuracy	NOUN
easat-3028	120	10	test	test	NOUN
easat-3028	120	11	.	.	PUNCT
easat-3028	121	1	3.2	3.2	NUM
easat-3028	121	2	.	.	PUNCT
easat-3028	122	1	system	system	NOUN
easat-3028	122	2	analysis	analysis	NOUN
easat-3028	122	3	based	base	VERB
easat-3028	122	4	on	on	ADP
easat-3028	122	5	the	the	DET
easat-3028	122	6	interviews	interview	NOUN
easat-3028	122	7	and	and	CCONJ
easat-3028	122	8	observations	observation	NOUN
easat-3028	122	9	conducted	conduct	VERB
easat-3028	122	10	,	,	PUNCT
easat-3028	122	11	a	a	DET
easat-3028	122	12	system	system	NOUN
easat-3028	122	13	of	of	ADP
easat-3028	122	14	recommendations	recommendation	NOUN
easat-3028	122	15	for	for	ADP
easat-3028	122	16	final	final	ADJ
easat-3028	122	17	project	project	NOUN
easat-3028	122	18	supervisors	supervisor	NOUN
easat-3028	122	19	is	be	AUX
easat-3028	122	20	needed	need	VERB
easat-3028	122	21	for	for	ADP
easat-3028	122	22	students	student	NOUN
easat-3028	122	23	who	who	PRON
easat-3028	122	24	submit	submit	VERB
easat-3028	122	25	final	final	ADJ
easat-3028	122	26	projects	project	NOUN
easat-3028	122	27	.	.	PUNCT
easat-3028	123	1	the	the	DET
easat-3028	123	2	problem	problem	NOUN
easat-3028	123	3	that	that	PRON
easat-3028	123	4	occurs	occur	VERB
easat-3028	123	5	is	be	AUX
easat-3028	123	6	that	that	SCONJ
easat-3028	123	7	lecturers	lecturer	NOUN
easat-3028	123	8	have	have	VERB
easat-3028	123	9	a	a	DET
easat-3028	123	10	lot	lot	NOUN
easat-3028	123	11	of	of	ADP
easat-3028	123	12	research	research	NOUN
easat-3028	123	13	documents	document	NOUN
easat-3028	123	14	and	and	CCONJ
easat-3028	123	15	upp	upp	PROPN
easat-3028	123	16	submissions	submission	NOUN
easat-3028	123	17	are	be	AUX
easat-3028	123	18	so	so	ADV
easat-3028	123	19	large	large	ADJ
easat-3028	123	20	that	that	SCONJ
easat-3028	123	21	it	it	PRON
easat-3028	123	22	is	be	AUX
easat-3028	123	23	not	not	PART
easat-3028	123	24	possible	possible	ADJ
easat-3028	123	25	to	to	PART
easat-3028	123	26	conduct	conduct	VERB
easat-3028	123	27	field	field	NOUN
easat-3028	123	28	examinations	examination	NOUN
easat-3028	123	29	that	that	PRON
easat-3028	123	30	follow	follow	VERB
easat-3028	123	31	student	student	NOUN
easat-3028	123	32	submissions	submission	NOUN
easat-3028	123	33	based	base	VERB
easat-3028	123	34	on	on	ADP
easat-3028	123	35	research	research	NOUN
easat-3028	123	36	documents	document	NOUN
easat-3028	123	37	and	and	CCONJ
easat-3028	123	38	upp	upp	PROPN
easat-3028	123	39	.	.	PROPN
easat-3028	124	1	3.2.1	3.2.1	NUM
easat-3028	124	2	.	.	PUNCT
easat-3028	124	3	system	system	NOUN
easat-3028	124	4	planning	plan	VERB
easat-3028	124	5	the	the	DET
easat-3028	124	6	design	design	NOUN
easat-3028	124	7	made	make	VERB
easat-3028	124	8	in	in	ADP
easat-3028	124	9	this	this	DET
easat-3028	124	10	study	study	NOUN
easat-3028	124	11	includes	include	VERB
easat-3028	124	12	the	the	DET
easat-3028	124	13	design	design	NOUN
easat-3028	124	14	of	of	ADP
easat-3028	124	15	a	a	DET
easat-3028	124	16	data	data	NOUN
easat-3028	124	17	flow	flow	NOUN
easat-3028	124	18	diagram	diagram	NOUN
easat-3028	124	19	and	and	CCONJ
easat-3028	124	20	table	table	NOUN
easat-3028	124	21	structure	structure	NOUN
easat-3028	124	22	design	design	NOUN
easat-3028	124	23	.	.	PUNCT
easat-3028	125	1	3.2.2	3.2.2	X
easat-3028	125	2	.	.	PUNCT
easat-3028	125	3	data	datum	NOUN
easat-3028	125	4	flow	flow	NOUN
easat-3028	125	5	diagram	diagram	NOUN
easat-3028	125	6	in	in	ADP
easat-3028	125	7	system	system	NOUN
easat-3028	125	8	design	design	NOUN
easat-3028	125	9	,	,	PUNCT
easat-3028	125	10	a	a	DET
easat-3028	125	11	structured	structured	ADJ
easat-3028	125	12	design	design	NOUN
easat-3028	125	13	model	model	NOUN
easat-3028	125	14	is	be	AUX
easat-3028	125	15	used	use	VERB
easat-3028	125	16	.	.	PUNCT
easat-3028	126	1	in	in	ADP
easat-3028	126	2	modeling	model	VERB
easat-3028	126	3	the	the	DET
easat-3028	126	4	system	system	NOUN
easat-3028	126	5	to	to	PART
easat-3028	126	6	be	be	AUX
easat-3028	126	7	built	build	VERB
easat-3028	126	8	,	,	PUNCT
easat-3028	126	9	the	the	DET
easat-3028	126	10	design	design	NOUN
easat-3028	126	11	used	use	VERB
easat-3028	126	12	is	be	AUX
easat-3028	126	13	a	a	DET
easat-3028	126	14	data	data	NOUN
easat-3028	126	15	flow	flow	NOUN
easat-3028	126	16	diagram	diagram	NOUN
easat-3028	126	17	(	(	PUNCT
easat-3028	126	18	dfd	dfd	PROPN
easat-3028	126	19	)	)	PUNCT
easat-3028	126	20	.	.	PUNCT
easat-3028	127	1	3.2.3	3.2.3	X
easat-3028	127	2	.	.	X
easat-3028	127	3	dfd	dfd	NOUN
easat-3028	127	4	level	level	NOUN
easat-3028	127	5	0	0	NUM
easat-3028	127	6	system	system	NOUN
easat-3028	127	7	users	user	NOUN
easat-3028	127	8	are	be	AUX
easat-3028	127	9	users	user	NOUN
easat-3028	127	10	or	or	CCONJ
easat-3028	127	11	admins	admin	NOUN
easat-3028	127	12	who	who	PRON
easat-3028	127	13	import	import	VERB
easat-3028	127	14	student	student	NOUN
easat-3028	127	15	computational	computational	ADJ
easat-3028	127	16	thinking	thinking	NOUN
easat-3028	127	17	data	datum	NOUN
easat-3028	127	18	and	and	CCONJ
easat-3028	127	19	student	student	NOUN
easat-3028	127	20	material	material	NOUN
easat-3028	127	21	data	datum	NOUN
easat-3028	127	22	.	.	PUNCT
easat-3028	128	1	the	the	DET
easat-3028	128	2	output	output	NOUN
easat-3028	128	3	produced	produce	VERB
easat-3028	128	4	from	from	ADP
easat-3028	128	5	the	the	DET
easat-3028	128	6	recommendation	recommendation	NOUN
easat-3028	128	7	system	system	NOUN
easat-3028	128	8	is	be	AUX
easat-3028	128	9	to	to	PART
easat-3028	128	10	provide	provide	VERB
easat-3028	128	11	recommendation	recommendation	NOUN
easat-3028	128	12	data	datum	NOUN
easat-3028	128	13	and	and	CCONJ
easat-3028	128	14	prediction	prediction	NOUN
easat-3028	128	15	accuracy	accuracy	NOUN
easat-3028	128	16	test	test	NOUN
easat-3028	128	17	data	datum	NOUN
easat-3028	128	18	.	.	PUNCT
easat-3028	129	1	figure	figure	NOUN
easat-3028	129	2	6	6	NUM
easat-3028	129	3	.	.	PUNCT
easat-3028	130	1	is	be	AUX
easat-3028	130	2	a	a	DET
easat-3028	130	3	dfd	dfd	ADJ
easat-3028	130	4	level	level	NOUN
easat-3028	130	5	0	0	NUM
easat-3028	130	6	recommendation	recommendation	NOUN
easat-3028	130	7	system	system	NOUN
easat-3028	130	8	.	.	PUNCT
easat-3028	131	1	figure	figure	NOUN
easat-3028	131	2	6	6	NUM
easat-3028	131	3	.	.	PUNCT
easat-3028	131	4	dfd	dfd	NOUN
easat-3028	131	5	level	level	NOUN
easat-3028	131	6	0	0	NUM
easat-3028	131	7	recommendation	recommendation	NOUN
easat-3028	131	8	system	system	NOUN
easat-3028	131	9	.	.	PUNCT
easat-3028	132	1	3.2.3	3.2.3	X
easat-3028	132	2	.	.	X
easat-3028	132	3	dfd	dfd	NOUN
easat-3028	132	4	level	level	NOUN
easat-3028	132	5	1	1	NUM
easat-3028	132	6	from	from	ADP
easat-3028	132	7	the	the	DET
easat-3028	132	8	decrease	decrease	NOUN
easat-3028	132	9	in	in	ADP
easat-3028	132	10	dfd	dfd	PROPN
easat-3028	132	11	level	level	NOUN
easat-3028	132	12	0	0	NUM
easat-3028	132	13	,	,	PUNCT
easat-3028	132	14	the	the	DET
easat-3028	132	15	processes	process	NOUN
easat-3028	132	16	owned	own	VERB
easat-3028	132	17	by	by	ADP
easat-3028	132	18	the	the	DET
easat-3028	132	19	system	system	NOUN
easat-3028	132	20	in	in	ADP
easat-3028	132	21	dfd	dfd	NOUN
easat-3028	132	22	level	level	NOUN
easat-3028	132	23	1	1	NUM
easat-3028	132	24	will	will	AUX
easat-3028	132	25	be	be	AUX
easat-3028	132	26	further	far	ADV
easat-3028	132	27	described	describe	VERB
easat-3028	132	28	.	.	PUNCT
easat-3028	133	1	the	the	DET
easat-3028	133	2	process	process	NOUN
easat-3028	133	3	owned	own	VERB
easat-3028	133	4	by	by	ADP
easat-3028	133	5	the	the	DET
easat-3028	133	6	system	system	NOUN
easat-3028	133	7	includes	include	VERB
easat-3028	133	8	uploading	uploading	NOUN
easat-3028	133	9	student	student	NOUN
easat-3028	133	10	files	file	NOUN
easat-3028	133	11	,	,	PUNCT
easat-3028	133	12	uploading	upload	VERB
easat-3028	133	13	material	material	NOUN
easat-3028	133	14	files	file	NOUN
easat-3028	133	15	,	,	PUNCT
easat-3028	133	16	choosing	choose	VERB
easat-3028	133	17	student	student	NOUN
easat-3028	133	18	names	name	NOUN
easat-3028	133	19	,	,	PUNCT
easat-3028	133	20	getting	get	VERB
easat-3028	133	21	recommendations	recommendation	NOUN
easat-3028	133	22	,	,	PUNCT
easat-3028	133	23	and	and	CCONJ
easat-3028	133	24	testing	test	VERB
easat-3028	133	25	the	the	DET
easat-3028	133	26	accuracy	accuracy	NOUN
easat-3028	133	27	of	of	ADP
easat-3028	133	28	recommendations	recommendation	NOUN
easat-3028	133	29	.	.	PUNCT
easat-3028	134	1	figure	figure	VERB
easat-3028	134	2	7	7	NUM
easat-3028	134	3	.	.	PUNCT
easat-3028	134	4	represents	represent	VERB
easat-3028	134	5	the	the	DET
easat-3028	134	6	dfd	dfd	ADJ
easat-3028	134	7	level	level	NOUN
easat-3028	134	8	1	1	NUM
easat-3028	134	9	of	of	ADP
easat-3028	134	10	the	the	DET
easat-3028	134	11	recommendation	recommendation	NOUN
easat-3028	134	12	system	system	NOUN
easat-3028	134	13	.	.	PUNCT
easat-3028	135	1	4774	4774	NUM
easat-3028	135	2	edelweiss	edelweiss	PROPN
easat-3028	135	3	applied	apply	VERB
easat-3028	135	4	science	science	NOUN
easat-3028	135	5	and	and	CCONJ
easat-3028	135	6	technology	technology	NOUN
easat-3028	135	7	issn	issn	PROPN
easat-3028	135	8	:	:	PUNCT
easat-3028	135	9	2576	2576	NUM
easat-3028	135	10	-	-	SYM
easat-3028	135	11	8484	8484	NUM
easat-3028	135	12	vol	vol	NOUN
easat-3028	135	13	.	.	PROPN
easat-3028	135	14	8	8	NUM
easat-3028	135	15	,	,	PUNCT
easat-3028	135	16	no	no	INTJ
easat-3028	135	17	.	.	NOUN
easat-3028	136	1	6	6	NUM
easat-3028	136	2	:	:	SYM
easat-3028	136	3	4765	4765	NUM
easat-3028	136	4	-	-	SYM
easat-3028	136	5	4777	4777	NUM
easat-3028	136	6	,	,	PUNCT
easat-3028	136	7	2024	2024	NUM
easat-3028	136	8	doi	doi	NOUN
easat-3028	136	9	:	:	PUNCT
easat-3028	136	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	136	11	©	©	PROPN
easat-3028	136	12	2024	2024	NUM
easat-3028	136	13	by	by	ADP
easat-3028	136	14	the	the	DET
easat-3028	136	15	authors	author	NOUN
easat-3028	136	16	;	;	PUNCT
easat-3028	136	17	licensee	licensee	PROPN
easat-3028	136	18	learning	learn	VERB
easat-3028	136	19	gate	gate	NOUN
easat-3028	136	20	figure	figure	NOUN
easat-3028	136	21	7	7	NUM
easat-3028	136	22	.	.	PUNCT
easat-3028	136	23	dfd	dfd	NOUN
easat-3028	136	24	level	level	NOUN
easat-3028	136	25	1	1	NUM
easat-3028	136	26	recommendation	recommendation	NOUN
easat-3028	136	27	system	system	NOUN
easat-3028	136	28	.	.	PUNCT
easat-3028	137	1	3.2.4	3.2.4	NUM
easat-3028	137	2	.	.	PUNCT
easat-3028	137	3	dfd	dfd	NOUN
easat-3028	137	4	level	level	NOUN
easat-3028	137	5	2	2	NUM
easat-3028	137	6	recommendation	recommendation	NOUN
easat-3028	137	7	process	process	NOUN
easat-3028	137	8	the	the	DET
easat-3028	137	9	material	material	NOUN
easat-3028	137	10	recommendation	recommendation	NOUN
easat-3028	137	11	process	process	NOUN
easat-3028	137	12	is	be	AUX
easat-3028	137	13	taken	take	VERB
easat-3028	137	14	from	from	ADP
easat-3028	137	15	the	the	DET
easat-3028	137	16	data	datum	NOUN
easat-3028	137	17	store	store	NOUN
easat-3028	137	18	owned	own	VERB
easat-3028	137	19	by	by	ADP
easat-3028	137	20	sintesys	sintesys	NOUN
easat-3028	137	21	.	.	PUNCT
easat-3028	138	1	document	document	NOUN
easat-3028	138	2	extraction	extraction	NOUN
easat-3028	138	3	through	through	ADP
easat-3028	138	4	the	the	DET
easat-3028	138	5	process	process	NOUN
easat-3028	138	6	of	of	ADP
easat-3028	138	7	tokenization	tokenization	NOUN
easat-3028	138	8	,	,	PUNCT
easat-3028	138	9	stopword	stopword	NOUN
easat-3028	138	10	removal	removal	NOUN
easat-3028	138	11	,	,	PUNCT
easat-3028	138	12	stemming	stemming	NOUN
easat-3028	138	13	,	,	PUNCT
easat-3028	138	14	and	and	CCONJ
easat-3028	138	15	weighting	weighting	NOUN
easat-3028	138	16	.	.	PUNCT
easat-3028	139	1	the	the	DET
easat-3028	139	2	extraction	extraction	NOUN
easat-3028	139	3	results	result	NOUN
easat-3028	139	4	in	in	ADP
easat-3028	139	5	the	the	DET
easat-3028	139	6	form	form	NOUN
easat-3028	139	7	of	of	ADP
easat-3028	139	8	terms	term	NOUN
easat-3028	139	9	that	that	PRON
easat-3028	139	10	have	have	VERB
easat-3028	139	11	weights	weight	NOUN
easat-3028	139	12	will	will	AUX
easat-3028	139	13	be	be	AUX
easat-3028	139	14	compared	compare	VERB
easat-3028	139	15	with	with	ADP
easat-3028	139	16	material	material	NOUN
easat-3028	139	17	documents	document	NOUN
easat-3028	139	18	using	use	VERB
easat-3028	139	19	the	the	DET
easat-3028	139	20	cosine	cosine	NOUN
easat-3028	139	21	similarity	similarity	NOUN
easat-3028	139	22	approach	approach	NOUN
easat-3028	139	23	.	.	PUNCT
easat-3028	140	1	in	in	ADP
easat-3028	140	2	contrast	contrast	NOUN
easat-3028	140	3	to	to	ADP
easat-3028	140	4	lecturer	lecturer	NOUN
easat-3028	140	5	research	research	NOUN
easat-3028	140	6	documents	document	NOUN
easat-3028	140	7	,	,	PUNCT
easat-3028	140	8	the	the	DET
easat-3028	140	9	results	result	NOUN
easat-3028	140	10	of	of	ADP
easat-3028	140	11	document	document	NOUN
easat-3028	140	12	extraction	extraction	NOUN
easat-3028	140	13	are	be	AUX
easat-3028	140	14	not	not	PART
easat-3028	140	15	included	include	VERB
easat-3028	140	16	in	in	ADP
easat-3028	140	17	the	the	DET
easat-3028	140	18	database	database	NOUN
easat-3028	140	19	.	.	PUNCT
easat-3028	141	1	the	the	DET
easat-3028	141	2	output	output	NOUN
easat-3028	141	3	of	of	ADP
easat-3028	141	4	this	this	DET
easat-3028	141	5	process	process	NOUN
easat-3028	141	6	is	be	AUX
easat-3028	141	7	a	a	DET
easat-3028	141	8	recommendation	recommendation	NOUN
easat-3028	141	9	for	for	ADP
easat-3028	141	10	informatics	informatic	NOUN
easat-3028	141	11	materials	material	NOUN
easat-3028	141	12	.	.	PUNCT
easat-3028	142	1	figure	figure	NOUN
easat-3028	142	2	8	8	NUM
easat-3028	142	3	.	.	PUNCT
easat-3028	143	1	is	be	AUX
easat-3028	143	2	dfd	dfd	NOUN
easat-3028	143	3	level	level	NOUN
easat-3028	143	4	2	2	NUM
easat-3028	143	5	of	of	ADP
easat-3028	143	6	the	the	DET
easat-3028	143	7	recommendation	recommendation	NOUN
easat-3028	143	8	process	process	NOUN
easat-3028	143	9	.	.	PUNCT
easat-3028	144	1	figure	figure	NOUN
easat-3028	144	2	2	2	NUM
easat-3028	144	3	.	.	PUNCT
easat-3028	144	4	dfd	dfd	NOUN
easat-3028	144	5	level	level	NOUN
easat-3028	144	6	2	2	NUM
easat-3028	144	7	dfd	dfd	NOUN
easat-3028	144	8	level	level	NOUN
easat-3028	144	9	2	2	NUM
easat-3028	144	10	recommendation	recommendation	NOUN
easat-3028	144	11	process	process	NOUN
easat-3028	144	12	.	.	PUNCT
easat-3028	145	1	3.2.5	3.2.5	X
easat-3028	145	2	.	.	X
easat-3028	145	3	system	system	NOUN
easat-3028	145	4	implementation	implementation	NOUN
easat-3028	145	5	in	in	ADP
easat-3028	145	6	the	the	DET
easat-3028	145	7	implementation	implementation	NOUN
easat-3028	145	8	part	part	NOUN
easat-3028	145	9	,	,	PUNCT
easat-3028	145	10	the	the	DET
easat-3028	145	11	process	process	NOUN
easat-3028	145	12	of	of	ADP
easat-3028	145	13	applying	apply	VERB
easat-3028	145	14	the	the	DET
easat-3028	145	15	design	design	NOUN
easat-3028	145	16	results	result	NOUN
easat-3028	145	17	into	into	ADP
easat-3028	145	18	the	the	DET
easat-3028	145	19	software	software	NOUN
easat-3028	145	20	is	be	AUX
easat-3028	145	21	carried	carry	VERB
easat-3028	145	22	out	out	ADP
easat-3028	145	23	.	.	PUNCT
easat-3028	146	1	the	the	DET
easat-3028	146	2	following	follow	VERB
easat-3028	146	3	are	be	AUX
easat-3028	146	4	the	the	DET
easat-3028	146	5	results	result	NOUN
easat-3028	146	6	of	of	ADP
easat-3028	146	7	the	the	DET
easat-3028	146	8	implementation	implementation	NOUN
easat-3028	146	9	that	that	PRON
easat-3028	146	10	has	have	AUX
easat-3028	146	11	been	be	AUX
easat-3028	146	12	carried	carry	VERB
easat-3028	146	13	out	out	ADP
easat-3028	146	14	.	.	PUNCT
easat-3028	147	1	the	the	DET
easat-3028	147	2	required	required	ADJ
easat-3028	147	3	interface	interface	NOUN
easat-3028	147	4	includes	include	VERB
easat-3028	147	5	a	a	DET
easat-3028	147	6	home	home	NOUN
easat-3028	147	7	interface	interface	NOUN
easat-3028	147	8	that	that	PRON
easat-3028	147	9	contains	contain	VERB
easat-3028	147	10	a	a	DET
easat-3028	147	11	button	button	NOUN
easat-3028	147	12	to	to	PART
easat-3028	147	13	upload	upload	VERB
easat-3028	147	14	a	a	DET
easat-3028	147	15	student	student	NOUN
easat-3028	147	16	table	table	NOUN
easat-3028	147	17	,	,	PUNCT
easat-3028	147	18	upload	upload	VERB
easat-3028	147	19	a	a	DET
easat-3028	147	20	material	material	NOUN
easat-3028	147	21	table	table	NOUN
easat-3028	147	22	,	,	PUNCT
easat-3028	147	23	select	select	VERB
easat-3028	147	24	a	a	DET
easat-3028	147	25	student	student	NOUN
easat-3028	147	26	name	name	NOUN
easat-3028	147	27	,	,	PUNCT
easat-3028	147	28	display	display	NOUN
easat-3028	147	29	material	material	NOUN
easat-3028	147	30	recommendations	recommendation	NOUN
easat-3028	147	31	,	,	PUNCT
easat-3028	147	32	and	and	CCONJ
easat-3028	147	33	calculate	calculate	VERB
easat-3028	147	34	the	the	DET
easat-3028	147	35	accuracy	accuracy	NOUN
easat-3028	147	36	of	of	ADP
easat-3028	147	37	recommendations	recommendation	NOUN
easat-3028	147	38	.	.	PUNCT
easat-3028	148	1	figure	figure	NOUN
easat-3028	148	2	9	9	NUM
easat-3028	148	3	.	.	PUNCT
easat-3028	149	1	informatics	informatics	PROPN
easat-3028	149	2	material	material	PROPN
easat-3028	149	3	recommendation	recommendation	NOUN
easat-3028	149	4	system	system	NOUN
easat-3028	149	5	interface	interface	NOUN
easat-3028	149	6	display	display	NOUN
easat-3028	149	7	and	and	CCONJ
easat-3028	149	8	figure	figure	NOUN
easat-3028	149	9	10	10	NUM
easat-3028	149	10	.	.	PUNCT
easat-3028	150	1	interface	interface	NOUN
easat-3028	150	2	display	display	NOUN
easat-3028	150	3	of	of	ADP
easat-3028	150	4	recommendation	recommendation	NOUN
easat-3028	150	5	accuracy	accuracy	NOUN
easat-3028	150	6	test	test	NOUN
easat-3028	150	7	system	system	NOUN
easat-3028	150	8	.	.	PUNCT
easat-3028	151	1	4775	4775	NUM
easat-3028	151	2	edelweiss	edelweiss	PROPN
easat-3028	151	3	applied	apply	VERB
easat-3028	151	4	science	science	NOUN
easat-3028	151	5	and	and	CCONJ
easat-3028	151	6	technology	technology	NOUN
easat-3028	151	7	issn	issn	PROPN
easat-3028	151	8	:	:	PUNCT
easat-3028	151	9	2576	2576	NUM
easat-3028	151	10	-	-	SYM
easat-3028	151	11	8484	8484	NUM
easat-3028	151	12	vol	vol	NOUN
easat-3028	151	13	.	.	PROPN
easat-3028	151	14	8	8	NUM
easat-3028	151	15	,	,	PUNCT
easat-3028	151	16	no	no	INTJ
easat-3028	151	17	.	.	NOUN
easat-3028	152	1	6	6	NUM
easat-3028	152	2	:	:	SYM
easat-3028	152	3	4765	4765	NUM
easat-3028	152	4	-	-	SYM
easat-3028	152	5	4777	4777	NUM
easat-3028	152	6	,	,	PUNCT
easat-3028	152	7	2024	2024	NUM
easat-3028	152	8	doi	doi	NOUN
easat-3028	152	9	:	:	PUNCT
easat-3028	152	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	152	11	©	©	PROPN
easat-3028	152	12	2024	2024	NUM
easat-3028	152	13	by	by	ADP
easat-3028	152	14	the	the	DET
easat-3028	152	15	authors	author	NOUN
easat-3028	152	16	;	;	PUNCT
easat-3028	152	17	licensee	licensee	PROPN
easat-3028	152	18	learning	learn	VERB
easat-3028	152	19	gate	gate	NOUN
easat-3028	152	20	figure	figure	NOUN
easat-3028	152	21	9	9	NUM
easat-3028	152	22	.	.	PUNCT
easat-3028	153	1	informatics	informatics	PROPN
easat-3028	153	2	material	material	PROPN
easat-3028	153	3	recommendation	recommendation	NOUN
easat-3028	153	4	system	system	NOUN
easat-3028	153	5	interface	interface	NOUN
easat-3028	153	6	display	display	NOUN
easat-3028	153	7	.	.	PUNCT
easat-3028	154	1	figure	figure	VERB
easat-3028	154	2	3	3	NUM
easat-3028	154	3	.	.	PUNCT
easat-3028	154	4	recommendation	recommendation	NOUN
easat-3028	154	5	accuracy	accuracy	NOUN
easat-3028	154	6	test	test	NOUN
easat-3028	154	7	system	system	NOUN
easat-3028	154	8	interface	interface	NOUN
easat-3028	154	9	display	display	NOUN
easat-3028	154	10	.	.	PUNCT
easat-3028	155	1	4	4	X
easat-3028	155	2	.	.	X
easat-3028	155	3	conclusion	conclusion	NOUN
easat-3028	155	4	the	the	DET
easat-3028	155	5	system	system	NOUN
easat-3028	155	6	is	be	AUX
easat-3028	155	7	built	build	VERB
easat-3028	155	8	by	by	ADP
easat-3028	155	9	displaying	display	VERB
easat-3028	155	10	the	the	DET
easat-3028	155	11	results	result	NOUN
easat-3028	155	12	of	of	ADP
easat-3028	155	13	material	material	ADJ
easat-3028	155	14	recommendations	recommendation	NOUN
easat-3028	155	15	and	and	CCONJ
easat-3028	155	16	the	the	DET
easat-3028	155	17	results	result	NOUN
easat-3028	155	18	of	of	ADP
easat-3028	155	19	the	the	DET
easat-3028	155	20	accuracy	accuracy	NOUN
easat-3028	155	21	test	test	NOUN
easat-3028	155	22	of	of	ADP
easat-3028	155	23	student	student	NOUN
easat-3028	155	24	material	material	NOUN
easat-3028	155	25	recommendation	recommendation	NOUN
easat-3028	155	26	scores	score	NOUN
easat-3028	155	27	based	base	VERB
easat-3028	155	28	on	on	ADP
easat-3028	155	29	students	student	NOUN
easat-3028	155	30	'	'	PART
easat-3028	155	31	computational	computational	ADJ
easat-3028	155	32	thinking	thinking	NOUN
easat-3028	155	33	.	.	PUNCT
easat-3028	156	1	the	the	DET
easat-3028	156	2	processes	process	NOUN
easat-3028	156	3	carried	carry	VERB
easat-3028	156	4	out	out	ADP
easat-3028	156	5	are	be	AUX
easat-3028	156	6	tokenization	tokenization	NOUN
easat-3028	156	7	,	,	PUNCT
easat-3028	156	8	stopword	stopword	NOUN
easat-3028	156	9	removal	removal	NOUN
easat-3028	156	10	,	,	PUNCT
easat-3028	156	11	stemming	stemming	NOUN
easat-3028	156	12	,	,	PUNCT
easat-3028	156	13	and	and	CCONJ
easat-3028	156	14	weighting	weight	VERB
easat-3028	156	15	.	.	PUNCT
easat-3028	157	1	the	the	DET
easat-3028	157	2	results	result	NOUN
easat-3028	157	3	of	of	ADP
easat-3028	157	4	the	the	DET
easat-3028	157	5	extraction	extraction	NOUN
easat-3028	157	6	were	be	AUX
easat-3028	157	7	then	then	ADV
easat-3028	157	8	compared	compare	VERB
easat-3028	157	9	using	use	VERB
easat-3028	157	10	the	the	DET
easat-3028	157	11	cosine	cosine	NOUN
easat-3028	157	12	similarity	similarity	NOUN
easat-3028	157	13	approach	approach	NOUN
easat-3028	157	14	.	.	PUNCT
easat-3028	158	1	the	the	PRON
easat-3028	158	2	greater	great	ADJ
easat-3028	158	3	the	the	DET
easat-3028	158	4	cosinesimilarity	cosinesimilarity	NOUN
easat-3028	158	5	value	value	NOUN
easat-3028	158	6	produced	produce	VERB
easat-3028	158	7	,	,	PUNCT
easat-3028	158	8	the	the	PRON
easat-3028	158	9	more	more	ADV
easat-3028	158	10	similar	similar	ADJ
easat-3028	158	11	the	the	DET
easat-3028	158	12	two	two	NUM
easat-3028	158	13	data	datum	NOUN
easat-3028	158	14	are	be	AUX
easat-3028	158	15	,	,	PUNCT
easat-3028	158	16	so	so	SCONJ
easat-3028	158	17	that	that	SCONJ
easat-3028	158	18	the	the	DET
easat-3028	158	19	material	material	ADJ
easat-3028	158	20	recommendations	recommendation	NOUN
easat-3028	158	21	will	will	AUX
easat-3028	158	22	4776	4776	NUM
easat-3028	158	23	edelweiss	edelweiss	PROPN
easat-3028	158	24	applied	apply	VERB
easat-3028	158	25	science	science	NOUN
easat-3028	158	26	and	and	CCONJ
easat-3028	158	27	technology	technology	NOUN
easat-3028	158	28	issn	issn	PROPN
easat-3028	158	29	:	:	PUNCT
easat-3028	158	30	2576	2576	NUM
easat-3028	158	31	-	-	SYM
easat-3028	158	32	8484	8484	NUM
easat-3028	158	33	vol	vol	NOUN
easat-3028	158	34	.	.	PROPN
easat-3028	158	35	8	8	NUM
easat-3028	158	36	,	,	PUNCT
easat-3028	158	37	no	no	INTJ
easat-3028	158	38	.	.	NOUN
easat-3028	159	1	6	6	NUM
easat-3028	159	2	:	:	SYM
easat-3028	159	3	4765	4765	NUM
easat-3028	159	4	-	-	SYM
easat-3028	159	5	4777	4777	NUM
easat-3028	159	6	,	,	PUNCT
easat-3028	159	7	2024	2024	NUM
easat-3028	159	8	doi	doi	NOUN
easat-3028	159	9	:	:	PUNCT
easat-3028	159	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
easat-3028	159	11	©	©	PROPN
easat-3028	159	12	2024	2024	NUM
easat-3028	159	13	by	by	ADP
easat-3028	159	14	the	the	DET
easat-3028	159	15	authors	author	NOUN
easat-3028	159	16	;	;	PUNCT
easat-3028	159	17	licensee	licensee	PROPN
easat-3028	159	18	learning	learning	NOUN
easat-3028	159	19	gate	gate	NOUN
easat-3028	159	20	be	be	AUX
easat-3028	159	21	based	base	VERB
easat-3028	159	22	on	on	ADP
easat-3028	159	23	the	the	DET
easat-3028	159	24	smallest	small	ADJ
easat-3028	159	25	cosine	cosine	ADJ
easat-3028	159	26	-	-	PUNCT
easat-3028	159	27	similarity	similarity	NOUN
easat-3028	159	28	value	value	NOUN
easat-3028	159	29	between	between	ADP
easat-3028	159	30	the	the	DET
easat-3028	159	31	extraction	extraction	NOUN
easat-3028	159	32	of	of	ADP
easat-3028	159	33	student	student	NOUN
easat-3028	159	34	recommendation	recommendation	NOUN
easat-3028	159	35	data	datum	NOUN
easat-3028	159	36	.	.	PUNCT
easat-3028	160	1	the	the	DET
easat-3028	160	2	system	system	NOUN
easat-3028	160	3	built	build	VERB
easat-3028	160	4	has	have	AUX
easat-3028	160	5	met	meet	VERB
easat-3028	160	6	the	the	DET
easat-3028	160	7	needs	need	NOUN
easat-3028	160	8	of	of	ADP
easat-3028	160	9	functionality	functionality	NOUN
easat-3028	160	10	that	that	PRON
easat-3028	160	11	answer	answer	VERB
easat-3028	160	12	the	the	DET
easat-3028	160	13	results	result	NOUN
easat-3028	160	14	of	of	ADP
easat-3028	160	15	the	the	DET
easat-3028	160	16	problem	problem	NOUN
easat-3028	160	17	analysis	analysis	NOUN
easat-3028	160	18	determined	determine	VERB
easat-3028	160	19	at	at	ADP
easat-3028	160	20	the	the	DET
easat-3028	160	21	beginning	beginning	NOUN
easat-3028	160	22	of	of	ADP
easat-3028	160	23	the	the	DET
easat-3028	160	24	research	research	NOUN
easat-3028	160	25	.	.	PUNCT
easat-3028	161	1	this	this	PRON
easat-3028	161	2	is	be	AUX
easat-3028	161	3	by	by	ADP
easat-3028	161	4	the	the	DET
easat-3028	161	5	results	result	NOUN
easat-3028	161	6	of	of	ADP
easat-3028	161	7	system	system	NOUN
easat-3028	161	8	functionality	functionality	NOUN
easat-3028	161	9	testing	testing	NOUN
easat-3028	161	10	carried	carry	VERB
easat-3028	161	11	out	out	ADP
easat-3028	161	12	using	use	VERB
easat-3028	161	13	black	black	ADJ
easat-3028	161	14	box	box	PROPN
easat-3028	161	15	testing	testing	NOUN
easat-3028	161	16	.	.	PUNCT
easat-3028	162	1	the	the	DET
easat-3028	162	2	system	system	NOUN
easat-3028	162	3	has	have	AUX
easat-3028	162	4	been	be	AUX
easat-3028	162	5	by	by	ADP
easat-3028	162	6	the	the	DET
easat-3028	162	7	plan	plan	NOUN
easat-3028	162	8	.	.	PUNCT
easat-3028	163	1	acknowledgment	acknowledgment	NOUN
easat-3028	163	2	:	:	PUNCT
easat-3028	163	3	author	author	NOUN
easat-3028	163	4	thanks	thank	NOUN
easat-3028	163	5	to	to	ADP
easat-3028	163	6	lembaga	lembaga	PROPN
easat-3028	163	7	penelitian	penelitian	PROPN
easat-3028	163	8	dan	dan	PROPN
easat-3028	163	9	pengabdian	pengabdian	PROPN
easat-3028	163	10	masyarakat	masyarakat	PROPN
easat-3028	163	11	universitas	universita	VERB
easat-3028	163	12	malikussaleh	malikussaleh	NOUN
easat-3028	163	13	2024	2024	NUM
easat-3028	163	14	.	.	PUNCT
easat-3028	164	1	in	in	ADP
easat-3028	164	2	most	most	ADJ
easat-3028	164	3	cases	case	NOUN
easat-3028	164	4	,	,	PUNCT
easat-3028	164	5	sponsor	sponsor	NOUN
easat-3028	164	6	and	and	CCONJ
easat-3028	164	7	financial	financial	ADJ
easat-3028	164	8	support	support	NOUN
easat-3028	164	9	acknowledgments	acknowledgment	NOUN
easat-3028	164	10	.	.	PUNCT
easat-3028	165	1	copyright	copyright	NOUN
easat-3028	165	2	:	:	PUNCT
easat-3028	165	3	©	©	PROPN
easat-3028	165	4	2024	2024	NUM
easat-3028	165	5	by	by	ADP
easat-3028	165	6	the	the	DET
easat-3028	165	7	authors	author	NOUN
easat-3028	165	8	.	.	PUNCT
easat-3028	166	1	this	this	DET
easat-3028	166	2	article	article	NOUN
easat-3028	166	3	is	be	AUX
easat-3028	166	4	an	an	DET
easat-3028	166	5	open	open	ADJ
easat-3028	166	6	access	access	NOUN
easat-3028	166	7	article	article	NOUN
easat-3028	166	8	distributed	distribute	VERB
easat-3028	166	9	under	under	ADP
easat-3028	166	10	the	the	DET
easat-3028	166	11	terms	term	NOUN
easat-3028	166	12	and	and	CCONJ
easat-3028	166	13	conditions	condition	NOUN
easat-3028	166	14	of	of	ADP
easat-3028	166	15	the	the	DET
easat-3028	166	16	creative	creative	ADJ
easat-3028	166	17	commons	common	NOUN
easat-3028	166	18	attribution	attribution	NOUN
easat-3028	166	19	(	(	PUNCT
easat-3028	166	20	cc	cc	NOUN
easat-3028	166	21	by	by	ADP
easat-3028	166	22	)	)	PUNCT
easat-3028	166	23	license	license	NOUN
easat-3028	166	24	(	(	PUNCT
easat-3028	166	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-3028	166	26	)	)	PUNCT
easat-3028	166	27	.	.	PUNCT
easat-3028	167	1	references	reference	NOUN
easat-3028	167	2	[	[	X
easat-3028	167	3	1	1	NUM
easat-3028	167	4	]	]	PUNCT
easat-3028	167	5	x.	x.	NOUN
easat-3028	167	6	tang	tang	PROPN
easat-3028	167	7	,	,	PUNCT
easat-3028	167	8	y.	y.	PROPN
easat-3028	167	9	yin	yin	PROPN
easat-3028	167	10	,	,	PUNCT
easat-3028	167	11	q.	q.	PROPN
easat-3028	167	12	lin	lin	PROPN
easat-3028	167	13	,	,	PUNCT
easat-3028	167	14	r.	r.	PROPN
easat-3028	167	15	hadad	hadad	PROPN
easat-3028	167	16	,	,	PUNCT
easat-3028	167	17	and	and	CCONJ
easat-3028	167	18	x.	x.	NOUN
easat-3028	167	19	zhai	zhai	PROPN
easat-3028	167	20	,	,	PUNCT
easat-3028	167	21	“	"	PUNCT
easat-3028	167	22	assessing	assess	VERB
easat-3028	167	23	computational	computational	ADJ
easat-3028	167	24	thinking	thinking	NOUN
easat-3028	167	25	:	:	PUNCT
easat-3028	167	26	a	a	DET
easat-3028	167	27	systematic	systematic	ADJ
easat-3028	167	28	review	review	NOUN
easat-3028	167	29	of	of	ADP
easat-3028	167	30	empirical	empirical	ADJ
easat-3028	167	31	studies	study	NOUN
easat-3028	167	32	,	,	PUNCT
easat-3028	167	33	”	"	PUNCT
easat-3028	167	34	comput	comput	NOUN
easat-3028	167	35	.	.	PUNCT
easat-3028	168	1	educ	educ	PROPN
easat-3028	168	2	.	.	PUNCT
easat-3028	168	3	,	,	PUNCT
easat-3028	168	4	vol	vol	NOUN
easat-3028	168	5	.	.	NOUN
easat-3028	168	6	148	148	NUM
easat-3028	168	7	,	,	PUNCT
easat-3028	168	8	p.	p.	NOUN
easat-3028	168	9	103798	103798	NUM
easat-3028	168	10	,	,	PUNCT
easat-3028	168	11	2020	2020	NUM
easat-3028	168	12	,	,	PUNCT
easat-3028	168	13	doi	doi	NOUN
easat-3028	168	14	:	:	PUNCT
easat-3028	168	15	10.1016	10.1016	NUM
easat-3028	168	16	/	/	SYM
easat-3028	168	17	j.compedu.2019.103798	j.compedu.2019.103798	NOUN
easat-3028	168	18	.	.	PUNCT
easat-3028	169	1	[	[	X
easat-3028	169	2	2	2	NUM
easat-3028	169	3	]	]	X
easat-3028	169	4	r.	r.	PROPN
easat-3028	169	5	wiryasaputra	wiryasaputra	PROPN
easat-3028	169	6	,	,	PUNCT
easat-3028	169	7	a.	a.	NOUN
easat-3028	169	8	salomo	salomo	NOUN
easat-3028	169	9	,	,	PUNCT
easat-3028	169	10	n.	n.	NOUN
easat-3028	169	11	sevani	sevani	PROPN
easat-3028	169	12	,	,	PUNCT
easat-3028	169	13	and	and	CCONJ
easat-3028	169	14	seruni	seruni	ADJ
easat-3028	169	15	,	,	PUNCT
easat-3028	169	16	“	"	PUNCT
easat-3028	169	17	peningkatan	peningkatan	PROPN
easat-3028	169	18	pola	pola	PROPN
easat-3028	169	19	berpikir	berpikir	PROPN
easat-3028	169	20	komputasi	komputasi	PROPN
easat-3028	169	21	pada	pada	PROPN
easat-3028	169	22	siswa	siswa	PROPN
easat-3028	169	23	/	/	SYM
easat-3028	169	24	i	i	PRON
easat-3028	169	25	smak	smak	PROPN
easat-3028	169	26	mater	mater	NOUN
easat-3028	169	27	dei	dei	PROPN
easat-3028	169	28	melalui	melalui	PROPN
easat-3028	169	29	bahasa	bahasa	PROPN
easat-3028	169	30	pemrograman	pemrograman	PROPN
easat-3028	169	31	java	java	PROPN
easat-3028	169	32	dan	dan	PROPN
easat-3028	169	33	python	python	PROPN
easat-3028	169	34	,	,	PUNCT
easat-3028	169	35	”	"	PUNCT
easat-3028	169	36	servirisma	servirisma	ADJ
easat-3028	169	37	,	,	PUNCT
easat-3028	169	38	vol	vol	NOUN
easat-3028	169	39	.	.	PROPN
easat-3028	169	40	2	2	NUM
easat-3028	169	41	,	,	PUNCT
easat-3028	169	42	no	no	INTJ
easat-3028	169	43	.	.	NOUN
easat-3028	169	44	2	2	NUM
easat-3028	169	45	,	,	PUNCT
easat-3028	169	46	pp	pp	ADJ
easat-3028	169	47	.	.	PUNCT
easat-3028	170	1	127–145	127–145	NUM
easat-3028	170	2	,	,	PUNCT
easat-3028	170	3	2022	2022	NUM
easat-3028	170	4	,	,	PUNCT
easat-3028	170	5	doi	doi	NOUN
easat-3028	170	6	:	:	PUNCT
easat-3028	170	7	10.21460	10.21460	NUM
easat-3028	170	8	/	/	SYM
easat-3028	170	9	servirisma.2022.22.28	servirisma.2022.22.28	NOUN
easat-3028	170	10	.	.	PUNCT
easat-3028	171	1	[	[	X
easat-3028	171	2	3	3	X
easat-3028	171	3	]	]	X
easat-3028	171	4	w.	w.	PROPN
easat-3028	171	5	c.	c.	PROPN
easat-3028	171	6	kuo	kuo	PROPN
easat-3028	171	7	and	and	CCONJ
easat-3028	171	8	t.	t.	PROPN
easat-3028	171	9	c.	c.	PROPN
easat-3028	171	10	hsu	hsu	PROPN
easat-3028	171	11	,	,	PUNCT
easat-3028	171	12	“	"	PUNCT
easat-3028	171	13	learning	learn	VERB
easat-3028	171	14	computational	computational	ADJ
easat-3028	171	15	thinking	thinking	NOUN
easat-3028	171	16	without	without	ADP
easat-3028	171	17	a	a	DET
easat-3028	171	18	computer	computer	NOUN
easat-3028	171	19	:	:	PUNCT
easat-3028	171	20	how	how	SCONJ
easat-3028	171	21	computational	computational	ADJ
easat-3028	171	22	participation	participation	NOUN
easat-3028	171	23	happens	happen	VERB
easat-3028	171	24	in	in	ADP
easat-3028	171	25	a	a	DET
easat-3028	171	26	computational	computational	ADJ
easat-3028	171	27	thinking	thinking	NOUN
easat-3028	171	28	board	board	NOUN
easat-3028	171	29	game	game	NOUN
easat-3028	171	30	,	,	PUNCT
easat-3028	171	31	”	"	PUNCT
easat-3028	171	32	asia	asia	PROPN
easat-3028	171	33	-	-	PUNCT
easat-3028	171	34	pacific	pacific	PROPN
easat-3028	171	35	educ	educ	PROPN
easat-3028	171	36	.	.	PUNCT
easat-3028	172	1	res	re	NOUN
easat-3028	172	2	.	.	PROPN
easat-3028	172	3	,	,	PUNCT
easat-3028	172	4	vol	vol	NOUN
easat-3028	172	5	.	.	PROPN
easat-3028	172	6	29	29	NUM
easat-3028	172	7	,	,	PUNCT
easat-3028	172	8	no	no	INTJ
easat-3028	172	9	.	.	NOUN
easat-3028	172	10	1	1	NUM
easat-3028	172	11	,	,	PUNCT
easat-3028	172	12	pp	pp	ADJ
easat-3028	172	13	.	.	PUNCT
easat-3028	173	1	67–83	67–83	NUM
easat-3028	173	2	,	,	PUNCT
easat-3028	173	3	feb	feb	PROPN
easat-3028	173	4	.	.	PROPN
easat-3028	173	5	2020	2020	NUM
easat-3028	173	6	,	,	PUNCT
easat-3028	173	7	doi	doi	NOUN
easat-3028	173	8	:	:	PUNCT
easat-3028	173	9	10.1007	10.1007	NUM
easat-3028	173	10	/	/	SYM
easat-3028	173	11	s40299	s40299	NOUN
easat-3028	173	12	-	-	PUNCT
easat-3028	173	13	019	019	NUM
easat-3028	173	14	-	-	PUNCT
easat-3028	173	15	00479	00479	NUM
easat-3028	173	16	-	-	PUNCT
easat-3028	173	17	9	9	NUM
easat-3028	173	18	/	/	SYM
easat-3028	173	19	metrics	metric	NOUN
easat-3028	173	20	.	.	PUNCT
easat-3028	174	1	[	[	X
easat-3028	174	2	4	4	X
easat-3028	174	3	]	]	PUNCT
easat-3028	174	4	t.	t.	PROPN
easat-3028	174	5	hidayat	hidayat	PROPN
easat-3028	174	6	,	,	PUNCT
easat-3028	174	7	s.	s.	PROPN
easat-3028	174	8	purnomo	purnomo	PROPN
easat-3028	174	9	,	,	PUNCT
easat-3028	174	10	s.	s.	PROPN
easat-3028	174	11	hadi	hadi	PROPN
easat-3028	174	12	,	,	PUNCT
easat-3028	174	13	and	and	CCONJ
easat-3028	174	14	setuju	setuju	NOUN
easat-3028	174	15	,	,	PUNCT
easat-3028	174	16	“	"	PUNCT
easat-3028	174	17	analisis	analisis	ADJ
easat-3028	174	18	model	model	NOUN
easat-3028	174	19	pembelajaran	pembelajaran	PROPN
easat-3028	174	20	untuk	untuk	PROPN
easat-3028	174	21	meningkatkan	meningkatkan	PROPN
easat-3028	174	22	hasil	hasil	PROPN
easat-3028	174	23	belajar	belajar	PROPN
easat-3028	174	24	merdeka	merdeka	PROPN
easat-3028	174	25	belajar	belajar	PROPN
easat-3028	174	26	siswa	siswa	PROPN
easat-3028	174	27	smk	smk	NOUN
easat-3028	174	28	,	,	PUNCT
easat-3028	174	29	”	"	PUNCT
easat-3028	174	30	vol	vol	NOUN
easat-3028	174	31	.	.	PROPN
easat-3028	174	32	003	003	NUM
easat-3028	174	33	,	,	PUNCT
easat-3028	174	34	no	no	INTJ
easat-3028	174	35	.	.	NOUN
easat-3028	175	1	xx	xx	NUM
easat-3028	175	2	,	,	PUNCT
easat-3028	175	3	pp	pp	PROPN
easat-3028	175	4	.	.	PUNCT
easat-3028	176	1	1–16	1–16	NOUN
easat-3028	176	2	,	,	PUNCT
easat-3028	176	3	2022	2022	NUM
easat-3028	176	4	.	.	PUNCT
easat-3028	177	1	[	[	X
easat-3028	177	2	5	5	NUM
easat-3028	177	3	]	]	PUNCT
easat-3028	177	4	halimah	halimah	NOUN
easat-3028	177	5	nurul	nurul	NOUN
easat-3028	177	6	,	,	PUNCT
easat-3028	177	7	hadiyanto	hadiyanto	NOUN
easat-3028	177	8	,	,	PUNCT
easat-3028	177	9	and	and	CCONJ
easat-3028	177	10	rusdinal	rusdinal	ADJ
easat-3028	177	11	,	,	PUNCT
easat-3028	177	12	“	"	PUNCT
easat-3028	177	13	analisis	analisis	ADJ
easat-3028	177	14	pembelajaran	pembelajaran	NOUN
easat-3028	177	15	berdiferensiasi	berdiferensiasi	PROPN
easat-3028	177	16	sebagai	sebagai	PROPN
easat-3028	177	17	bentukimplementasi	bentukimplementasi	PROPN
easat-3028	177	18	kebijakan	kebijakan	PROPN
easat-3028	177	19	kurikulum	kurikulum	PROPN
easat-3028	177	20	merdeka	merdeka	PROPN
easat-3028	177	21	,	,	PUNCT
easat-3028	177	22	”	"	PUNCT
easat-3028	177	23	pendas	pendas	PROPN
easat-3028	177	24	j.	j.	PROPN
easat-3028	177	25	ilm	ilm	PROPN
easat-3028	177	26	.	.	PUNCT
easat-3028	178	1	pendidik	pendidik	PROPN
easat-3028	178	2	.	.	PROPN
easat-3028	179	1	dasar	dasar	PROPN
easat-3028	179	2	,	,	PUNCT
easat-3028	179	3	vol	vol	NOUN
easat-3028	179	4	.	.	PROPN
easat-3028	179	5	8	8	NUM
easat-3028	179	6	,	,	PUNCT
easat-3028	179	7	no	no	INTJ
easat-3028	179	8	.	.	NOUN
easat-3028	179	9	1	1	NUM
easat-3028	179	10	,	,	PUNCT
easat-3028	179	11	pp	pp	ADJ
easat-3028	179	12	.	.	PUNCT
easat-3028	180	1	5019–5033	5019–5033	NUM
easat-3028	180	2	,	,	PUNCT
easat-3028	180	3	2023	2023	NUM
easat-3028	180	4	.	.	PUNCT
easat-3028	181	1	[	[	X
easat-3028	181	2	6	6	NUM
easat-3028	181	3	]	]	PUNCT
easat-3028	181	4	z.	z.	PROPN
easat-3028	181	5	fitri	fitri	PROPN
easat-3028	181	6	and	and	CCONJ
easat-3028	181	7	e.	e.	PROPN
easat-3028	181	8	utaminingsih	utaminingsih	PROPN
easat-3028	181	9	,	,	PUNCT
easat-3028	181	10	“	"	PUNCT
easat-3028	181	11	penerapan	penerapan	NOUN
easat-3028	181	12	metode	metode	PROPN
easat-3028	181	13	computational	computational	ADJ
easat-3028	181	14	thinking	thinking	NOUN
easat-3028	181	15	pada	pada	PROPN
easat-3028	181	16	kurikulum	kurikulum	PROPN
easat-3028	181	17	aceh	aceh	PROPN
easat-3028	181	18	untuk	untuk	PROPN
easat-3028	181	19	mencapai	mencapai	PROPN
easat-3028	181	20	kognitif	kognitif	PROPN
easat-3028	181	21	,	,	PUNCT
easat-3028	181	22	”	"	PUNCT
easat-3028	181	23	j.	j.	PROPN
easat-3028	181	24	matheducation	matheducation	PROPN
easat-3028	181	25	nusant	nusant	ADJ
easat-3028	181	26	.	.	PUNCT
easat-3028	181	27	,	,	PUNCT
easat-3028	181	28	vol	vol	NOUN
easat-3028	181	29	.	.	PROPN
easat-3028	182	1	4	4	NUM
easat-3028	182	2	,	,	PUNCT
easat-3028	182	3	no	no	INTJ
easat-3028	182	4	.	.	NOUN
easat-3028	182	5	1	1	NUM
easat-3028	182	6	,	,	PUNCT
easat-3028	182	7	pp	pp	ADJ
easat-3028	182	8	.	.	PUNCT
easat-3028	183	1	60–73	60–73	NUM
easat-3028	183	2	,	,	PUNCT
easat-3028	183	3	2021	2021	NUM
easat-3028	183	4	,	,	PUNCT
easat-3028	183	5	[	[	X
easat-3028	183	6	online	online	X
easat-3028	183	7	]	]	X
easat-3028	183	8	.	.	PUNCT
easat-3028	184	1	available	available	ADJ
easat-3028	184	2	:	:	PUNCT
easat-3028	185	1	https://jurnal.pascaumnaw.ac.id/index.php/jmn	https://jurnal.pascaumnaw.ac.id/index.php/jmn	X
easat-3028	185	2	[	[	X
easat-3028	185	3	7	7	NUM
easat-3028	185	4	]	]	X
easat-3028	185	5	r.	r.	PROPN
easat-3028	185	6	m.	m.	PROPN
easat-3028	185	7	cacho	cacho	PROPN
easat-3028	185	8	,	,	PUNCT
easat-3028	185	9	“	"	PUNCT
easat-3028	185	10	tpck	tpck	ADJ
easat-3028	185	11	assessment	assessment	NOUN
easat-3028	185	12	of	of	ADP
easat-3028	185	13	pre	pre	ADJ
easat-3028	185	14	-	-	ADJ
easat-3028	185	15	service	service	ADJ
easat-3028	185	16	teachers	teacher	NOUN
easat-3028	185	17	toward	toward	ADP
easat-3028	185	18	enhancing	enhance	VERB
easat-3028	185	19	teacher	teacher	NOUN
easat-3028	185	20	educators	educator	NOUN
easat-3028	185	21	’	'	PUNCT
easat-3028	185	22	modeling	modeling	NOUN
easat-3028	185	23	,	,	PUNCT
easat-3028	185	24	”	"	PUNCT
easat-3028	185	25	asian	asian	PROPN
easat-3028	185	26	j.	j.	PROPN
easat-3028	185	27	educ	educ	PROPN
easat-3028	185	28	.	.	PUNCT
easat-3028	186	1	e	e	X
easat-3028	186	2	-	-	ADJ
easat-3028	186	3	learning	learning	ADJ
easat-3028	186	4	,	,	PUNCT
easat-3028	186	5	vol	vol	NOUN
easat-3028	186	6	.	.	PROPN
easat-3028	186	7	2	2	NUM
easat-3028	186	8	,	,	PUNCT
easat-3028	186	9	no	no	INTJ
easat-3028	186	10	.	.	NOUN
easat-3028	186	11	5	5	NUM
easat-3028	186	12	,	,	PUNCT
easat-3028	186	13	pp	pp	ADJ
easat-3028	186	14	.	.	PUNCT
easat-3028	187	1	349–356	349–356	NUM
easat-3028	187	2	,	,	PUNCT
easat-3028	187	3	2014	2014	NUM
easat-3028	187	4	.	.	PUNCT
easat-3028	188	1	[	[	X
easat-3028	188	2	8	8	NUM
easat-3028	188	3	]	]	X
easat-3028	188	4	safriana	safriana	PROPN
easat-3028	188	5	,	,	PUNCT
easat-3028	188	6	z.	z.	PROPN
easat-3028	188	7	fitri	fitri	PROPN
easat-3028	188	8	,	,	PUNCT
easat-3028	188	9	and	and	CCONJ
easat-3028	188	10	f.	f.	PROPN
easat-3028	188	11	w.	w.	PROPN
easat-3028	188	12	ginting	ginting	PROPN
easat-3028	188	13	,	,	PUNCT
easat-3028	188	14	“	"	PUNCT
easat-3028	188	15	implementation	implementation	NOUN
easat-3028	188	16	of	of	ADP
easat-3028	188	17	fuzzy	fuzzy	ADJ
easat-3028	188	18	tsukamoto	tsukamoto	NOUN
easat-3028	188	19	method	method	NOUN
easat-3028	188	20	in	in	ADP
easat-3028	188	21	analyze	analyze	NOUN
easat-3028	188	22	science	science	NOUN
easat-3028	188	23	teacher	teacher	NOUN
easat-3028	188	24	’	'	PUNCT
easat-3028	188	25	s	s	VERB
easat-3028	188	26	technological	technological	ADJ
easat-3028	188	27	pedagogical	pedagogical	ADJ
easat-3028	188	28	content	content	NOUN
easat-3028	188	29	knowledge	knowledge	NOUN
easat-3028	188	30	,	,	PUNCT
easat-3028	188	31	”	"	PUNCT
easat-3028	188	32	vol	vol	NOUN
easat-3028	188	33	.	.	PROPN
easat-3028	189	1	11	11	NUM
easat-3028	189	2	,	,	PUNCT
easat-3028	189	3	no	no	INTJ
easat-3028	189	4	.	.	NOUN
easat-3028	189	5	2	2	NUM
easat-3028	189	6	,	,	PUNCT
easat-3028	189	7	pp	pp	ADJ
easat-3028	189	8	.	.	PUNCT
easat-3028	190	1	276–287	276–287	NUM
easat-3028	190	2	,	,	PUNCT
easat-3028	190	3	2023	2023	NUM
easat-3028	190	4	.	.	PUNCT
easat-3028	191	1	[	[	X
easat-3028	191	2	9	9	NUM
easat-3028	191	3	]	]	PUNCT
easat-3028	191	4	j.	j.	PROPN
easat-3028	191	5	r.	r.	PROPN
easat-3028	191	6	pulungtana	pulungtana	PROPN
easat-3028	191	7	and	and	CCONJ
easat-3028	191	8	y.	y.	PROPN
easat-3028	191	9	dwikurnaningsih	dwikurnaningsih	PROPN
easat-3028	191	10	,	,	PUNCT
easat-3028	191	11	“	"	PUNCT
easat-3028	191	12	evaluasi	evaluasi	VERB
easat-3028	191	13	kinerja	kinerja	PROPN
easat-3028	191	14	mengajar	mengajar	PROPN
easat-3028	191	15	guru	guru	NOUN
easat-3028	191	16	ips	ip	NOUN
easat-3028	191	17	dalam	dalam	PROPN
easat-3028	191	18	mengimplementasikan	mengimplementasikan	PROPN
easat-3028	191	19	tpack	tpack	NOUN
easat-3028	191	20	,	,	PUNCT
easat-3028	191	21	”	"	PUNCT
easat-3028	191	22	j.	j.	PROPN
easat-3028	191	23	ilmu	ilmu	PROPN
easat-3028	191	24	sos	sos	PROPN
easat-3028	191	25	.	.	PUNCT
easat-3028	192	1	dan	dan	PROPN
easat-3028	192	2	hum	hum	PROPN
easat-3028	192	3	.	.	PUNCT
easat-3028	192	4	,	,	PUNCT
easat-3028	192	5	vol	vol	NOUN
easat-3028	192	6	.	.	PROPN
easat-3028	193	1	9	9	NUM
easat-3028	193	2	,	,	PUNCT
easat-3028	193	3	no	no	INTJ
easat-3028	193	4	.	.	NOUN
easat-3028	193	5	1	1	NUM
easat-3028	193	6	,	,	PUNCT
easat-3028	193	7	pp	pp	ADJ
easat-3028	193	8	.	.	PUNCT
easat-3028	194	1	146–155	146–155	NUM
easat-3028	194	2	,	,	PUNCT
easat-3028	194	3	may	may	AUX
easat-3028	194	4	2020	2020	NUM
easat-3028	194	5	,	,	PUNCT
easat-3028	194	6	doi	doi	NOUN
easat-3028	194	7	:	:	PUNCT
easat-3028	194	8	10.23887	10.23887	NUM
easat-3028	194	9	/	/	SYM
easat-3028	194	10	jish	jish	NOUN
easat-3028	194	11	-	-	PUNCT
easat-3028	194	12	undiksha.v9i1.24672	undiksha.v9i1.24672	NOUN
easat-3028	194	13	.	.	PUNCT
easat-3028	195	1	[	[	X
easat-3028	195	2	10	10	NUM
easat-3028	195	3	]	]	PUNCT
easat-3028	195	4	t.	t.	PROPN
easat-3028	195	5	nafaridah	nafaridah	PROPN
easat-3028	195	6	,	,	PUNCT
easat-3028	195	7	a.	a.	PROPN
easat-3028	195	8	ahmad	ahmad	PROPN
easat-3028	195	9	,	,	PUNCT
easat-3028	195	10	l.	l.	PROPN
easat-3028	195	11	maulidia	maulidia	PROPN
easat-3028	195	12	,	,	PUNCT
easat-3028	195	13	m.	m.	NOUN
easat-3028	195	14	ratumbuysang	ratumbuysang	PROPN
easat-3028	195	15	,	,	PUNCT
easat-3028	195	16	and	and	CCONJ
easat-3028	195	17	e.	e.	PROPN
easat-3028	195	18	m.	m.	PROPN
easat-3028	195	19	kesumasari	kesumasari	PROPN
easat-3028	195	20	,	,	PUNCT
easat-3028	195	21	“	"	PUNCT
easat-3028	195	22	analisis	analisis	ADJ
easat-3028	195	23	kegiatan	kegiatan	PROPN
easat-3028	195	24	p5	p5	PROPN
easat-3028	195	25	sebagai	sebagai	PROPN
easat-3028	195	26	penerapan	penerapan	PROPN
easat-3028	195	27	pembelajaran	pembelajaran	PROPN
easat-3028	195	28	berdiferensiasi	berdiferensiasi	PROPN
easat-3028	195	29	pada	pada	PROPN
easat-3028	195	30	kurikulum	kurikulum	PROPN
easat-3028	195	31	merdeka	merdeka	PROPN
easat-3028	195	32	era	era	NOUN
easat-3028	195	33	digital	digital	PROPN
easat-3028	195	34	di	di	X
easat-3028	195	35	sma	sma	PROPN
easat-3028	195	36	negeri	negeri	PROPN
easat-3028	195	37	2	2	NUM
easat-3028	195	38	banjarmasin	banjarmasin	NOUN
easat-3028	195	39	,	,	PUNCT
easat-3028	195	40	”	"	PUNCT
easat-3028	195	41	semin	semin	PROPN
easat-3028	195	42	.	.	PUNCT
easat-3028	196	1	nas	nas	PROPN
easat-3028	196	2	.	.	PUNCT
easat-3028	196	3	prospek	prospek	PROPN
easat-3028	196	4	ii	ii	PROPN
easat-3028	196	5	,	,	PUNCT
easat-3028	196	6	no	no	INTJ
easat-3028	196	7	.	.	PUNCT
easat-3028	197	1	prospek	prospek	PROPN
easat-3028	197	2	ii	ii	PROPN
easat-3028	197	3	,	,	PUNCT
easat-3028	197	4	pp	pp	PROPN
easat-3028	197	5	.	.	PUNCT
easat-3028	198	1	84–97	84–97	NUM
easat-3028	198	2	,	,	PUNCT
easat-3028	198	3	2023	2023	NUM
easat-3028	198	4	.	.	PUNCT
easat-3028	199	1	[	[	X
easat-3028	199	2	11	11	NUM
easat-3028	199	3	]	]	PUNCT
easat-3028	199	4	j.	j.	PROPN
easat-3028	199	5	*	*	PUNCT
easat-3028	199	6	yu	yu	PROPN
easat-3028	199	7	,	,	PUNCT
easat-3028	199	8	z.	z.	PROPN
easat-3028	199	9	xiong	xiong	PROPN
easat-3028	199	10	,	,	PUNCT
easat-3028	199	11	q.	q.	PROPN
easat-3028	199	12	bao	bao	PROPN
easat-3028	199	13	,	,	PUNCT
easat-3028	199	14	and	and	CCONJ
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easat-3028	199	16	ning	ning	PROPN
easat-3028	199	17	,	,	PUNCT
easat-3028	199	18	“	"	PUNCT
easat-3028	199	19	design	design	NOUN
easat-3028	199	20	of	of	ADP
easat-3028	199	21	an	an	DET
easat-3028	199	22	algorithm	algorithm	NOUN
easat-3028	199	23	for	for	ADP
easat-3028	199	24	recommending	recommend	VERB
easat-3028	199	25	elective	elective	ADJ
easat-3028	199	26	courses	course	NOUN
easat-3028	199	27	based	base	VERB
easat-3028	199	28	on	on	ADP
easat-3028	199	29	collaborative	collaborative	ADJ
easat-3028	199	30	filtering	filtering	NOUN
easat-3028	199	31	.	.	PUNCT
easat-3028	199	32	”	"	PUNCT
easat-3028	200	1	ios	ios	PROPN
easat-3028	200	2	press	press	NOUN
easat-3028	200	3	,	,	PUNCT
easat-3028	200	4	2022	2022	NUM
easat-3028	200	5	.	.	PUNCT
easat-3028	201	1	doi	doi	NOUN
easat-3028	201	2	:	:	PUNCT
easat-3028	201	3	10.3233	10.3233	NUM
easat-3028	201	4	/	/	SYM
easat-3028	201	5	jcm-226350	jcm-226350	NOUN
easat-3028	201	6	.	.	PUNCT
easat-3028	202	1	[	[	X
easat-3028	202	2	12	12	NUM
easat-3028	202	3	]	]	X
easat-3028	202	4	c.	c.	PROPN
easat-3028	202	5	huang	huang	PROPN
easat-3028	202	6	,	,	PUNCT
easat-3028	202	7	r.	r.	PROPN
easat-3028	202	8	chen	chen	PROPN
easat-3028	202	9	,	,	PUNCT
easat-3028	202	10	and	and	CCONJ
easat-3028	202	11	l.	l.	PROPN
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easat-3028	202	13	,	,	PUNCT
easat-3028	202	14	“	"	PUNCT
easat-3028	202	15	english	english	ADJ
easat-3028	202	16	teaching	teaching	NOUN
easat-3028	202	17	resource	resource	NOUN
easat-3028	202	18	recommendation	recommendation	NOUN
easat-3028	202	19	algorithm	algorithm	NOUN
easat-3028	202	20	based	base	VERB
easat-3028	202	21	on	on	ADP
easat-3028	202	22	collaborative	collaborative	ADJ
easat-3028	202	23	filtering	filtering	NOUN
easat-3028	202	24	technology	technology	NOUN
easat-3028	202	25	,	,	PUNCT
easat-3028	202	26	”	"	PUNCT
easat-3028	202	27	vol	vol	NOUN
easat-3028	202	28	.	.	PROPN
easat-3028	202	29	4	4	NUM
easat-3028	202	30	,	,	PUNCT
easat-3028	202	31	pp	pp	ADV
easat-3028	202	32	.	.	PUNCT
easat-3028	203	1	34–40	34–40	NUM
easat-3028	203	2	,	,	PUNCT
easat-3028	203	3	2022	2022	NUM
easat-3028	203	4	,	,	PUNCT
easat-3028	203	5	doi	doi	NOUN
easat-3028	203	6	:	:	PUNCT
easat-3028	203	7	10.23977	10.23977	NUM
easat-3028	203	8	/	/	SYM
easat-3028	203	9	aduhe.2022.040606	aduhe.2022.040606	NOUN
easat-3028	203	10	.	.	PUNCT
easat-3028	204	1	[	[	X
easat-3028	204	2	13	13	NUM
easat-3028	204	3	]	]	PUNCT
easat-3028	204	4	j.	j.	PROPN
easat-3028	204	5	han	han	PROPN
easat-3028	204	6	,	,	PUNCT
easat-3028	204	7	“	"	PUNCT
easat-3028	204	8	a	a	DET
easat-3028	204	9	collaborative	collaborative	ADJ
easat-3028	204	10	filtering	filtering	NOUN
easat-3028	204	11	recommendation	recommendation	NOUN
easat-3028	204	12	algorithm	algorithm	NOUN
easat-3028	204	13	model	model	NOUN
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easat-3028	204	15	on	on	ADP
easat-3028	204	16	user	user	NOUN
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easat-3028	204	18	transfer	transfer	NOUN
easat-3028	204	19	,	,	PUNCT
easat-3028	204	20	”	"	PUNCT
easat-3028	204	21	more	more	ADJ
easat-3028	204	22	than	than	ADP
easat-3028	204	23	one	one	NUM
easat-3028	204	24	artic	artic	NOUN
easat-3028	204	25	.	.	PUNCT
easat-3028	204	26	,	,	PUNCT
easat-3028	204	27	vol	vol	NOUN
easat-3028	204	28	.	.	PROPN
easat-3028	204	29	18	18	NUM
easat-3028	204	30	,	,	PUNCT
easat-3028	204	31	no	no	INTJ
easat-3028	204	32	.	.	PUNCT
easat-3028	204	33	november	november	PROPN
easat-3028	204	34	2023	2023	NUM
easat-3028	204	35	,	,	PUNCT
easat-3028	204	36	pp	pp	ADJ
easat-3028	204	37	.	.	PUNCT
easat-3028	205	1	164–187	164–187	NUM
easat-3028	205	2	,	,	PUNCT
easat-3028	205	3	2023	2023	NUM
easat-3028	205	4	,	,	PUNCT
easat-3028	205	5	doi	doi	NOUN
easat-3028	205	6	:	:	PUNCT
easat-3028	205	7	https://doi.org/10.3991/ijet.v18i22.43987	https://doi.org/10.3991/ijet.v18i22.43987	NOUN
easat-3028	205	8	.	.	PUNCT
easat-3028	206	1	[	[	X
easat-3028	206	2	14	14	NUM
easat-3028	206	3	]	]	X
easat-3028	206	4	u.	u.	PROPN
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easat-3028	206	6	,	,	PUNCT
easat-3028	206	7	k.	k.	PROPN
easat-3028	206	8	shaukat	shaukat	PROPN
easat-3028	206	9	,	,	PUNCT
easat-3028	206	10	i.	i.	PROPN
easat-3028	206	11	a.	a.	PROPN
easat-3028	206	12	hameed	hameed	PROPN
easat-3028	206	13	,	,	PUNCT
easat-3028	206	14	f.	f.	PROPN
easat-3028	206	15	iqbal	iqbal	PROPN
easat-3028	206	16	,	,	PUNCT
easat-3028	206	17	t.	t.	PROPN
easat-3028	206	18	m.	m.	PROPN
easat-3028	206	19	alam	alam	PROPN
easat-3028	206	20	,	,	PUNCT
easat-3028	206	21	and	and	CCONJ
easat-3028	206	22	s.	s.	PROPN
easat-3028	206	23	luo	luo	PROPN
easat-3028	206	24	,	,	PUNCT
easat-3028	206	25	“	"	PUNCT
easat-3028	206	26	a	a	DET
easat-3028	206	27	review	review	NOUN
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easat-3028	206	29	content	content	NOUN
easat-3028	206	30	-	-	PUNCT
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easat-3028	206	34	-	-	PUNCT
easat-3028	206	35	based	base	VERB
easat-3028	206	36	recommendation	recommendation	NOUN
easat-3028	206	37	systems	system	NOUN
easat-3028	206	38	,	,	PUNCT
easat-3028	206	39	”	"	PUNCT
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easat-3028	206	41	.	.	PUNCT
easat-3028	207	1	j.	j.	PROPN
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easat-3028	207	3	.	.	PUNCT
easat-3028	208	1	technol	technol	PROPN
easat-3028	208	2	.	.	PUNCT
easat-3028	209	1	learn	learn	PROPN
easat-3028	209	2	.	.	PUNCT
easat-3028	209	3	,	,	PUNCT
easat-3028	209	4	vol	vol	NOUN
easat-3028	209	5	.	.	PROPN
easat-3028	210	1	16	16	NUM
easat-3028	210	2	,	,	PUNCT
easat-3028	210	3	no	no	INTJ
easat-3028	210	4	.	.	NOUN
easat-3028	210	5	3	3	NUM
easat-3028	210	6	,	,	PUNCT
easat-3028	210	7	pp	pp	ADJ
easat-3028	210	8	.	.	PUNCT
easat-3028	211	1	274–306	274–306	NUM
easat-3028	211	2	,	,	PUNCT
easat-3028	211	3	2021	2021	NUM
easat-3028	211	4	,	,	PUNCT
easat-3028	211	5	doi	doi	NOUN
easat-3028	211	6	:	:	PUNCT
easat-3028	211	7	10.3991	10.3991	NUM
easat-3028	211	8	/	/	SYM
easat-3028	211	9	ijet.v16i03.18851	ijet.v16i03.18851	NOUN
easat-3028	211	10	.	.	PUNCT
easat-3028	212	1	[	[	X
easat-3028	212	2	15	15	NUM
easat-3028	212	3	]	]	X
easat-3028	212	4	d.	d.	PROPN
easat-3028	212	5	r.	r.	PROPN
easat-3028	212	6	pratama	pratama	PROPN
easat-3028	212	7	,	,	PUNCT
easat-3028	212	8	g.	g.	PROPN
easat-3028	212	9	s.	s.	PROPN
easat-3028	212	10	nugraha	nugraha	PROPN
easat-3028	212	11	,	,	PUNCT
easat-3028	212	12	and	and	CCONJ
easat-3028	212	13	r.	r.	PROPN
easat-3028	212	14	dwiyansaputra	dwiyansaputra	PROPN
easat-3028	212	15	,	,	PUNCT
easat-3028	212	16	“	"	PUNCT
easat-3028	212	17	sistem	sistem	PROPN
easat-3028	212	18	rekomendasi	rekomendasi	PROPN
easat-3028	212	19	topik	topik	PROPN
easat-3028	212	20	penelitian	penelitian	PROPN
easat-3028	212	21	menggunakan	menggunakan	PROPN
easat-3028	212	22	metode	metode	PROPN
easat-3028	212	23	content	content	PROPN
easat-3028	212	24	-	-	PUNCT
easat-3028	212	25	based	base	VERB
easat-3028	212	26	filtering	filtering	NOUN
easat-3028	212	27	(	(	PUNCT
easat-3028	212	28	studi	studi	PROPN
easat-3028	212	29	kasus	kasus	PROPN
easat-3028	212	30	program	program	PROPN
easat-3028	212	31	studi	studi	PROPN
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easat-3028	212	33	informatika	informatika	X
easat-3028	212	34	)	)	PUNCT
easat-3028	212	35	research	research	NOUN
easat-3028	212	36	topic	topic	NOUN
easat-3028	212	37	recommendation	recommendation	NOUN
easat-3028	212	38	system	system	NOUN
easat-3028	212	39	using	use	VERB
easat-3028	212	40	content	content	NOUN
easat-3028	212	41	-	-	PUNCT
easat-3028	212	42	based	base	VERB
easat-3028	212	43	filtering	filtering	NOUN
easat-3028	212	44	method	method	NOUN
easat-3028	212	45	(	(	PUNCT
easat-3028	212	46	case	case	NOUN
easat-3028	212	47	study	study	NOUN
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easat-3028	212	49	informatics	informatics	PROPN
easat-3028	212	50	engineering	engineering	NOUN
easat-3028	212	51	study	study	NOUN
easat-3028	212	52	program	program	NOUN
easat-3028	212	53	)	)	PUNCT
easat-3028	212	54	,	,	PUNCT
easat-3028	212	55	”	"	PUNCT
easat-3028	212	56	vol	vol	NOUN
easat-3028	212	57	.	.	PUNCT
easat-3028	213	1	x	x	X
easat-3028	213	2	,	,	PUNCT
easat-3028	213	3	no	no	INTJ
easat-3028	213	4	.	.	NOUN
easat-3028	213	5	36	36	NUM
easat-3028	213	6	,	,	PUNCT
easat-3028	213	7	pp	pp	ADJ
easat-3028	213	8	.	.	PUNCT
easat-3028	214	1	1–9	1–9	NUM
easat-3028	214	2	,	,	PUNCT
easat-3028	214	3	2019	2019	NUM
easat-3028	214	4	.	.	PUNCT
easat-3028	215	1	[	[	X
easat-3028	215	2	16	16	NUM
easat-3028	215	3	]	]	X
easat-3028	215	4	anis	anis	PROPN
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easat-3028	215	6	and	and	CCONJ
easat-3028	215	7	sri	sri	PROPN
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easat-3028	215	9	,	,	PUNCT
easat-3028	215	10	“	"	PUNCT
easat-3028	215	11	sistem	sistem	PROPN
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easat-3028	215	15	tugas	tugas	PROPN
easat-3028	215	16	akhir	akhir	PROPN
easat-3028	215	17	menggunakan	menggunakan	PROPN
easat-3028	215	18	content	content	PROPN
easat-3028	215	19	based	base	VERB
easat-3028	215	20	filtering	filtering	NOUN
easat-3028	215	21	,	,	PUNCT
easat-3028	215	22	”	"	PUNCT
easat-3028	215	23	j.	j.	PROPN
easat-3028	215	24	elektron	elektron	PROPN
easat-3028	215	25	.	.	PUNCT
easat-3028	216	1	dan	dan	PROPN
easat-3028	216	2	komput	komput	PROPN
easat-3028	216	3	.	.	PUNCT
easat-3028	217	1	,	,	PUNCT
easat-3028	217	2	vol	vol	NOUN
easat-3028	217	3	.	.	PROPN
easat-3028	218	1	16	16	NUM
easat-3028	218	2	,	,	PUNCT
easat-3028	218	3	no	no	INTJ
easat-3028	218	4	.	.	NOUN
easat-3028	218	5	1	1	NUM
easat-3028	218	6	,	,	PUNCT
easat-3028	218	7	pp	pp	ADJ
easat-3028	218	8	.	.	PUNCT
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easat-3028	219	2	,	,	PUNCT
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easat-3028	219	4	.	.	PUNCT
easat-3028	220	1	[	[	X
easat-3028	220	2	17	17	NUM
easat-3028	220	3	]	]	X
easat-3028	220	4	r.	r.	PROPN
easat-3028	220	5	h.	h.	PROPN
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easat-3028	220	7	,	,	PUNCT
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easat-3028	220	10	,	,	PUNCT
easat-3028	220	11	and	and	CCONJ
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easat-3028	220	13	,	,	PUNCT
easat-3028	220	14	“	"	PUNCT
easat-3028	220	15	recommendation	recommendation	NOUN
easat-3028	220	16	system	system	NOUN
easat-3028	220	17	with	with	ADP
easat-3028	220	18	content	content	NOUN
easat-3028	220	19	-	-	PUNCT
easat-3028	220	20	based	base	VERB
easat-3028	220	21	filtering	filtering	NOUN
easat-3028	220	22	method	method	NOUN
easat-3028	220	23	for	for	ADP
easat-3028	220	24	culinary	culinary	ADJ
easat-3028	220	25	tourism	tourism	NOUN
easat-3028	220	26	in	in	ADP
easat-3028	220	27	mangan	mangan	PROPN
easat-3028	220	28	application	application	NOUN
easat-3028	220	29	,	,	PUNCT
easat-3028	220	30	”	"	PUNCT
easat-3028	220	31	itsmart	itsmart	PROPN
easat-3028	220	32	j.	j.	PROPN
easat-3028	220	33	ilm	ilm	PROPN
easat-3028	220	34	.	.	PROPN
easat-3028	220	35	teknol	teknol	PROPN
easat-3028	220	36	.	.	PUNCT
easat-3028	221	1	dan	dan	PROPN
easat-3028	221	2	inf	inf	PROPN
easat-3028	221	3	.	.	PROPN
easat-3028	221	4	,	,	PUNCT
easat-3028	221	5	vol	vol	NOUN
easat-3028	221	6	.	.	PROPN
easat-3028	221	7	8	8	NUM
easat-3028	221	8	,	,	PUNCT
easat-3028	221	9	no	no	INTJ
easat-3028	221	10	.	.	NOUN
easat-3028	221	11	2	2	NUM
easat-3028	221	12	,	,	PUNCT
easat-3028	221	13	pp	pp	ADJ
easat-3028	221	14	.	.	PUNCT
easat-3028	222	1	65–72	65–72	NUM
easat-3028	222	2	,	,	PUNCT
easat-3028	222	3	2019	2019	NUM
easat-3028	222	4	.	.	PUNCT
easat-3028	223	1	[	[	X
easat-3028	223	2	18	18	NUM
easat-3028	223	3	]	]	PUNCT
easat-3028	223	4	t.	t.	PROPN
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easat-3028	223	6	,	,	PUNCT
easat-3028	223	7	.	.	PUNCT
easat-3028	224	1	p.	p.	NOUN
easat-3028	224	2	,	,	PUNCT
easat-3028	224	3	and	and	CCONJ
easat-3028	224	4	a.	a.	NOUN
easat-3028	224	5	pambudi	pambudi	PROPN
easat-3028	224	6	,	,	PUNCT
easat-3028	224	7	“	"	PUNCT
easat-3028	224	8	rekomendasi	rekomendasi	PROPN
easat-3028	224	9	jurusan	jurusan	PROPN
easat-3028	224	10	kuliah	kuliah	PROPN
easat-3028	224	11	berdasarkan	berdasarkan	PROPN
easat-3028	224	12	minat	minat	PROPN
easat-3028	224	13	dan	dan	PROPN
easat-3028	224	14	kemampuan	kemampuan	PROPN
easat-3028	224	15	menggunakan	menggunakan	PROPN
easat-3028	224	16	metode	metode	PROPN
easat-3028	224	17	content	content	PROPN
easat-3028	224	18	based	base	VERB
easat-3028	224	19	filtering	filtering	NOUN
easat-3028	224	20	,	,	PUNCT
easat-3028	224	21	”	"	PUNCT
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easat-3028	224	24	j.	j.	PROPN
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easat-3028	224	27	,	,	PUNCT
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easat-3028	225	1	14	14	NUM
easat-3028	225	2	,	,	PUNCT
easat-3028	225	3	no	no	INTJ
easat-3028	225	4	.	.	NOUN
easat-3028	225	5	3	3	NUM
easat-3028	225	6	,	,	PUNCT
easat-3028	225	7	p.	p.	NOUN
easat-3028	225	8	245	245	NUM
easat-3028	225	9	,	,	PUNCT
easat-3028	225	10	2023	2023	NUM
easat-3028	225	11	,	,	PUNCT
easat-3028	225	12	doi	doi	NOUN
easat-3028	225	13	:	:	PUNCT
easat-3028	225	14	10.31602	10.31602	NUM
easat-3028	225	15	/	/	SYM
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easat-3028	227	8	r.	r.	PROPN
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easat-3028	227	11	“	"	PUNCT
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easat-3028	227	13	algoritma	algoritma	ADJ
easat-3028	227	14	content	content	NOUN
easat-3028	227	15	based	base	VERB
easat-3028	227	16	filtering	filtering	PROPN
easat-3028	227	17	dan	dan	PROPN
easat-3028	227	18	frequent	frequent	ADJ
easat-3028	227	19	pattern	pattern	NOUN
easat-3028	227	20	growth	growth	NOUN
easat-3028	227	21	pada	pada	PROPN
easat-3028	227	22	sistem	sistem	PROPN
easat-3028	227	23	rekomendasi	rekomendasi	PROPN
easat-3028	227	24	program	program	PROPN
easat-3028	227	25	mahasiswa	mahasiswa	PROPN
easat-3028	227	26	wirausaha	wirausaha	PROPN
easat-3028	227	27	di	di	PROPN
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easat-3028	227	32	”	"	PUNCT
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easat-3028	227	35	comput	comput	PROPN
easat-3028	227	36	.	.	PUNCT
easat-3028	228	1	sci	sci	PROPN
easat-3028	228	2	.	.	PROPN
easat-3028	228	3	,	,	PUNCT
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easat-3028	229	2	,	,	PUNCT
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easat-3028	229	4	.	.	NOUN
easat-3028	229	5	02	02	NUM
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easat-3028	229	8	.	.	PUNCT
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easat-3028	230	2	,	,	PUNCT
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easat-3028	230	4	,	,	PUNCT
easat-3028	230	5	doi	doi	NOUN
easat-3028	230	6	:	:	PUNCT
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easat-3028	230	8	/	/	SYM
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easat-3028	231	2	20	20	NUM
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easat-3028	231	8	,	,	PUNCT
easat-3028	231	9	adi	adi	PROPN
easat-3028	231	10	;	;	PUNCT
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easat-3028	231	12	,	,	PUNCT
easat-3028	231	13	“	"	PUNCT
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easat-3028	231	15	thinking	thinking	NOUN
easat-3028	231	16	pada	pada	PROPN
easat-3028	231	17	pendidikan	pendidikan	PROPN
easat-3028	231	18	dasar	dasar	VERB
easat-3028	231	19	dan	dan	PROPN
easat-3028	231	20	inst	inst	PROPN
easat-3028	231	21	it	it	PRON
easat-3028	231	22	ut	ut	PROPN
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easat-3028	231	24	4777	4777	PROPN
easat-3028	231	25	edelweiss	edelweiss	PROPN
easat-3028	231	26	applied	apply	VERB
easat-3028	231	27	science	science	NOUN
easat-3028	231	28	and	and	CCONJ
easat-3028	231	29	technology	technology	NOUN
easat-3028	231	30	issn	issn	PROPN
easat-3028	231	31	:	:	PUNCT
easat-3028	231	32	2576	2576	NUM
easat-3028	231	33	-	-	SYM
easat-3028	231	34	8484	8484	NUM
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easat-3028	231	36	.	.	PROPN
easat-3028	232	1	8	8	NUM
easat-3028	232	2	,	,	PUNCT
easat-3028	232	3	no	no	INTJ
easat-3028	232	4	.	.	NOUN
easat-3028	233	1	6	6	NUM
easat-3028	233	2	:	:	SYM
easat-3028	233	3	4765	4765	NUM
easat-3028	233	4	-	-	SYM
easat-3028	233	5	4777	4777	NUM
easat-3028	233	6	,	,	PUNCT
easat-3028	233	7	2024	2024	NUM
easat-3028	233	8	doi	doi	NOUN
easat-3028	233	9	:	:	PUNCT
easat-3028	233	10	10.55214/25768484.v8i6.3028	10.55214/25768484.v8i6.3028	PROPN
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easat-3028	233	12	2024	2024	NUM
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easat-3028	233	14	the	the	DET
easat-3028	233	15	authors	author	NOUN
easat-3028	233	16	;	;	PUNCT
easat-3028	233	17	licensee	licensee	PROPN
easat-3028	233	18	learning	learning	PROPN
easat-3028	233	19	gate	gate	PROPN
easat-3028	233	20	teknologi	teknologi	PROPN
easat-3028	233	21	bandung	bandung	PROPN
easat-3028	233	22	,	,	PUNCT
easat-3028	233	23	”	"	PUNCT
easat-3028	233	24	no	no	NOUN
easat-3028	233	25	.	.	PUNCT
easat-3028	233	26	december	december	PROPN
easat-3028	233	27	,	,	PUNCT
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easat-3028	233	29	.	.	PUNCT
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easat-3028	234	2	21	21	NUM
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easat-3028	234	5	,	,	PUNCT
easat-3028	234	6	mansour	mansour	PROPN
easat-3028	234	7	.	.	PROPN
easat-3028	234	8	2008	2008	NUM
easat-3028	234	9	.	.	PUNCT
easat-3028	235	1	analisis	analisis	ADJ
easat-3028	235	2	gender	gender	PROPN
easat-3028	235	3	dan	dan	PROPN
easat-3028	235	4	transformasi	transformasi	PROPN
easat-3028	235	5	sosial	sosial	PROPN
easat-3028	235	6	.	.	PUNCT
easat-3028	236	1	yogyakarta	yogyakarta	PROPN
easat-3028	236	2	:	:	PUNCT
easat-3028	236	3	pustaka	pustaka	ADJ
easat-3028	236	4	pelajar	pelajar	NOUN
easat-3028	236	5	.	.	PUNCT