id	sid	tid	token	lemma	pos
easat-2033	1	1	edelweiss	edelweiss	PROPN
easat-2033	1	2	applied	apply	VERB
easat-2033	1	3	science	science	NOUN
easat-2033	1	4	and	and	CCONJ
easat-2033	1	5	technology	technology	NOUN
easat-2033	1	6	issn	issn	PROPN
easat-2033	1	7	:	:	PUNCT
easat-2033	1	8	2576	2576	NUM
easat-2033	1	9	-	-	SYM
easat-2033	1	10	8484	8484	NUM
easat-2033	1	11	vol	vol	NOUN
easat-2033	1	12	.	.	PROPN
easat-2033	1	13	8	8	NUM
easat-2033	1	14	,	,	PUNCT
easat-2033	1	15	no	no	INTJ
easat-2033	1	16	.	.	NOUN
easat-2033	1	17	6	6	NUM
easat-2033	1	18	,	,	PUNCT
easat-2033	1	19	169	169	NUM
easat-2033	1	20	-	-	SYM
easat-2033	1	21	183	183	NUM
easat-2033	1	22	2024	2024	NUM
easat-2033	1	23	publisher	publisher	NOUN
easat-2033	1	24	:	:	PUNCT
easat-2033	1	25	learning	learn	VERB
easat-2033	1	26	gate	gate	NOUN
easat-2033	1	27	doi	doi	PROPN
easat-2033	1	28	:	:	PUNCT
easat-2033	1	29	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	1	30	©	©	PROPN
easat-2033	1	31	2024	2024	NUM
easat-2033	1	32	by	by	ADP
easat-2033	1	33	the	the	DET
easat-2033	1	34	authors	author	NOUN
easat-2033	1	35	;	;	PUNCT
easat-2033	1	36	licensee	licensee	PROPN
easat-2033	1	37	learning	learning	NOUN
easat-2033	1	38	gate	gate	NOUN
easat-2033	1	39	©	©	PROPN
easat-2033	1	40	2024	2024	NUM
easat-2033	1	41	by	by	ADP
easat-2033	1	42	the	the	DET
easat-2033	1	43	authors	author	NOUN
easat-2033	1	44	;	;	PUNCT
easat-2033	1	45	licensee	licensee	PROPN
easat-2033	1	46	learning	learn	VERB
easat-2033	1	47	gate	gate	NOUN
easat-2033	1	48	*	*	PUNCT
easat-2033	1	49	correspondence	correspondence	NOUN
easat-2033	1	50	:	:	PUNCT
easat-2033	1	51	titowaluyo@telkomuniversity.ac.id	titowaluyo@telkomuniversity.ac.id	ADJ
easat-2033	1	52	behavioural	behavioural	ADJ
easat-2033	1	53	indonesian	indonesian	ADJ
easat-2033	1	54	disaster	disaster	NOUN
easat-2033	1	55	data	datum	NOUN
easat-2033	1	56	classification	classification	NOUN
easat-2033	1	57	in	in	ADP
easat-2033	1	58	social	social	ADJ
easat-2033	1	59	media	medium	NOUN
easat-2033	1	60	using	use	VERB
easat-2033	1	61	knn	knn	PROPN
easat-2033	1	62	,	,	PUNCT
easat-2033	1	63	random	random	ADJ
easat-2033	1	64	forest	forest	NOUN
easat-2033	1	65	,	,	PUNCT
easat-2033	1	66	and	and	CCONJ
easat-2033	1	67	rnn	rnn	VERB
easat-2033	1	68	in	in	ADP
easat-2033	1	69	machine	machine	NOUN
easat-2033	1	70	learning	learn	VERB
easat-2033	1	71	tito	tito	PROPN
easat-2033	1	72	waluyo	waluyo	VERB
easat-2033	1	73	purboyo1	purboyo1	PROPN
easat-2033	1	74	*	*	NUM
easat-2033	1	75	,	,	PUNCT
easat-2033	1	76	rifki	rifki	ADJ
easat-2033	1	77	wijaya2	wijaya2	PROPN
easat-2033	1	78	,	,	PUNCT
easat-2033	1	79	roswan	roswan	PROPN
easat-2033	1	80	latuconsina3	latuconsina3	PROPN
easat-2033	1	81	,	,	PUNCT
easat-2033	1	82	casi	casi	NOUN
easat-2033	1	83	setianingsih3	setianingsih3	PROPN
easat-2033	1	84	,	,	PUNCT
easat-2033	1	85	faris	faris	PROPN
easat-2033	1	86	ruriawan3	ruriawan3	PROPN
easat-2033	1	87	1biomedical	1biomedical	NUM
easat-2033	1	88	engineering	engineering	NOUN
easat-2033	1	89	,	,	PUNCT
easat-2033	1	90	telkom	telkom	PROPN
easat-2033	1	91	university	university	PROPN
easat-2033	1	92	,	,	PUNCT
easat-2033	1	93	bandung	bandung	PROPN
easat-2033	1	94	,	,	PUNCT
easat-2033	1	95	indonesia	indonesia	PROPN
easat-2033	1	96	;	;	PUNCT
easat-2033	1	97	titowaluyo@telkomuniversity.ac.id	titowaluyo@telkomuniversity.ac.id	PROPN
easat-2033	1	98	(	(	PUNCT
easat-2033	1	99	t.w.p	t.w.p	NOUN
easat-2033	1	100	.	.	PUNCT
easat-2033	1	101	)	)	PUNCT
easat-2033	2	1	2informatics	2informatics	NUM
easat-2033	2	2	engineering	engineering	NOUN
easat-2033	2	3	,	,	PUNCT
easat-2033	2	4	telkom	telkom	PROPN
easat-2033	2	5	university	university	PROPN
easat-2033	2	6	,	,	PUNCT
easat-2033	2	7	bandung	bandung	PROPN
easat-2033	2	8	,	,	PUNCT
easat-2033	2	9	indonesia	indonesia	PROPN
easat-2033	2	10	.	.	PUNCT
easat-2033	3	1	3computer	3computer	NUM
easat-2033	3	2	engineering	engineering	NOUN
easat-2033	3	3	,	,	PUNCT
easat-2033	3	4	telkom	telkom	PROPN
easat-2033	3	5	university	university	PROPN
easat-2033	3	6	,	,	PUNCT
easat-2033	3	7	bandung	bandung	PROPN
easat-2033	3	8	,	,	PUNCT
easat-2033	3	9	indonesia	indonesia	PROPN
easat-2033	3	10	.	.	PUNCT
easat-2033	4	1	abstract	abstract	PROPN
easat-2033	4	2	:	:	PUNCT
easat-2033	4	3	this	this	DET
easat-2033	4	4	research	research	NOUN
easat-2033	4	5	focuses	focus	VERB
easat-2033	4	6	on	on	ADP
easat-2033	4	7	the	the	DET
easat-2033	4	8	classification	classification	NOUN
easat-2033	4	9	of	of	ADP
easat-2033	4	10	indonesian	indonesian	ADJ
easat-2033	4	11	disaster	disaster	NOUN
easat-2033	4	12	data	datum	NOUN
easat-2033	4	13	extracted	extract	VERB
easat-2033	4	14	from	from	ADP
easat-2033	4	15	social	social	ADJ
easat-2033	4	16	media	medium	NOUN
easat-2033	4	17	using	use	VERB
easat-2033	4	18	three	three	NUM
easat-2033	4	19	distinct	distinct	ADJ
easat-2033	4	20	machine	machine	NOUN
easat-2033	4	21	learning	learning	NOUN
easat-2033	4	22	models	model	NOUN
easat-2033	4	23	:	:	PUNCT
easat-2033	4	24	k	k	X
easat-2033	4	25	-	-	PUNCT
easat-2033	4	26	nearest	near	ADJ
easat-2033	4	27	neighbors	neighbor	NOUN
easat-2033	4	28	(	(	PUNCT
easat-2033	4	29	knn	knn	PROPN
easat-2033	4	30	)	)	PUNCT
easat-2033	4	31	,	,	PUNCT
easat-2033	4	32	random	random	ADJ
easat-2033	4	33	forest	forest	NOUN
easat-2033	4	34	,	,	PUNCT
easat-2033	4	35	and	and	CCONJ
easat-2033	4	36	recurrent	recurrent	ADJ
easat-2033	4	37	neural	neural	ADJ
easat-2033	4	38	network	network	NOUN
easat-2033	4	39	(	(	PUNCT
easat-2033	4	40	rnn	rnn	PROPN
easat-2033	4	41	)	)	PUNCT
easat-2033	4	42	.	.	PUNCT
easat-2033	5	1	the	the	DET
easat-2033	5	2	study	study	NOUN
easat-2033	5	3	evaluates	evaluate	VERB
easat-2033	5	4	and	and	CCONJ
easat-2033	5	5	compares	compare	VERB
easat-2033	5	6	the	the	DET
easat-2033	5	7	performance	performance	NOUN
easat-2033	5	8	of	of	ADP
easat-2033	5	9	these	these	DET
easat-2033	5	10	models	model	NOUN
easat-2033	5	11	based	base	VERB
easat-2033	5	12	on	on	ADP
easat-2033	5	13	accuracy	accuracy	NOUN
easat-2033	5	14	metrics	metric	NOUN
easat-2033	5	15	.	.	PUNCT
easat-2033	6	1	the	the	DET
easat-2033	6	2	knn	knn	PROPN
easat-2033	6	3	model	model	NOUN
easat-2033	6	4	demonstrates	demonstrate	VERB
easat-2033	6	5	competency	competency	NOUN
easat-2033	6	6	with	with	ADP
easat-2033	6	7	an	an	DET
easat-2033	6	8	82	82	NUM
easat-2033	6	9	%	%	NOUN
easat-2033	6	10	accuracy	accuracy	NOUN
easat-2033	6	11	,	,	PUNCT
easat-2033	6	12	showcasing	showcase	VERB
easat-2033	6	13	its	its	PRON
easat-2033	6	14	ability	ability	NOUN
easat-2033	6	15	to	to	PART
easat-2033	6	16	handle	handle	VERB
easat-2033	6	17	data	datum	NOUN
easat-2033	6	18	based	base	VERB
easat-2033	6	19	on	on	ADP
easat-2033	6	20	nearest	near	ADJ
easat-2033	6	21	neighbors	neighbor	NOUN
easat-2033	6	22	.	.	PUNCT
easat-2033	7	1	however	however	ADV
easat-2033	7	2	,	,	PUNCT
easat-2033	7	3	there	there	PRON
easat-2033	7	4	are	be	VERB
easat-2033	7	5	indications	indication	NOUN
easat-2033	7	6	of	of	ADP
easat-2033	7	7	potential	potential	ADJ
easat-2033	7	8	limitations	limitation	NOUN
easat-2033	7	9	in	in	ADP
easat-2033	7	10	handling	handle	VERB
easat-2033	7	11	complex	complex	ADJ
easat-2033	7	12	patterns	pattern	NOUN
easat-2033	7	13	or	or	CCONJ
easat-2033	7	14	high	high	ADV
easat-2033	7	15	-	-	PUNCT
easat-2033	7	16	dimensional	dimensional	ADJ
easat-2033	7	17	datasets	dataset	NOUN
easat-2033	7	18	.	.	PUNCT
easat-2033	8	1	in	in	ADP
easat-2033	8	2	contrast	contrast	NOUN
easat-2033	8	3	,	,	PUNCT
easat-2033	8	4	random	random	ADJ
easat-2033	8	5	forest	forest	NOUN
easat-2033	8	6	achieves	achieve	VERB
easat-2033	8	7	a	a	DET
easat-2033	8	8	notable	notable	ADJ
easat-2033	8	9	94	94	NUM
easat-2033	8	10	%	%	NOUN
easat-2033	8	11	accuracy	accuracy	NOUN
easat-2033	8	12	,	,	PUNCT
easat-2033	8	13	highlighting	highlight	VERB
easat-2033	8	14	its	its	PRON
easat-2033	8	15	effectiveness	effectiveness	NOUN
easat-2033	8	16	in	in	ADP
easat-2033	8	17	combining	combine	VERB
easat-2033	8	18	decision	decision	NOUN
easat-2033	8	19	trees	tree	NOUN
easat-2033	8	20	to	to	PART
easat-2033	8	21	enhance	enhance	VERB
easat-2033	8	22	performance	performance	NOUN
easat-2033	8	23	and	and	CCONJ
easat-2033	8	24	mitigate	mitigate	VERB
easat-2033	8	25	overfitting	overfitting	NOUN
easat-2033	8	26	.	.	PUNCT
easat-2033	9	1	the	the	DET
easat-2033	9	2	rnn	rnn	PROPN
easat-2033	9	3	model	model	NOUN
easat-2033	9	4	exhibits	exhibit	VERB
easat-2033	9	5	the	the	DET
easat-2033	9	6	highest	high	ADJ
easat-2033	9	7	performance	performance	NOUN
easat-2033	9	8	,	,	PUNCT
easat-2033	9	9	achieving	achieve	VERB
easat-2033	9	10	96	96	NUM
easat-2033	9	11	%	%	NOUN
easat-2033	9	12	accuracy	accuracy	NOUN
easat-2033	9	13	,	,	PUNCT
easat-2033	9	14	attributed	attribute	VERB
easat-2033	9	15	to	to	ADP
easat-2033	9	16	its	its	PRON
easat-2033	9	17	proficiency	proficiency	NOUN
easat-2033	9	18	in	in	ADP
easat-2033	9	19	understanding	understand	VERB
easat-2033	9	20	temporal	temporal	ADJ
easat-2033	9	21	relationships	relationship	NOUN
easat-2033	9	22	and	and	CCONJ
easat-2033	9	23	sequential	sequential	ADJ
easat-2033	9	24	patterns	pattern	NOUN
easat-2033	9	25	in	in	ADP
easat-2033	9	26	data	datum	NOUN
easat-2033	9	27	,	,	PUNCT
easat-2033	9	28	making	make	VERB
easat-2033	9	29	it	it	PRON
easat-2033	9	30	a	a	DET
easat-2033	9	31	robust	robust	ADJ
easat-2033	9	32	choice	choice	NOUN
easat-2033	9	33	for	for	ADP
easat-2033	9	34	sequential	sequential	ADJ
easat-2033	9	35	datasets	dataset	NOUN
easat-2033	9	36	such	such	ADJ
easat-2033	9	37	as	as	ADP
easat-2033	9	38	text	text	NOUN
easat-2033	9	39	or	or	CCONJ
easat-2033	9	40	time	time	NOUN
easat-2033	9	41	series	series	NOUN
easat-2033	9	42	.	.	PUNCT
easat-2033	10	1	the	the	DET
easat-2033	10	2	findings	finding	NOUN
easat-2033	10	3	underscore	underscore	VERB
easat-2033	10	4	the	the	DET
easat-2033	10	5	importance	importance	NOUN
easat-2033	10	6	of	of	ADP
easat-2033	10	7	selecting	selecting	NOUN
easat-2033	10	8	models	model	NOUN
easat-2033	10	9	tailored	tailor	VERB
easat-2033	10	10	to	to	ADP
easat-2033	10	11	specific	specific	ADJ
easat-2033	10	12	dataset	dataset	NOUN
easat-2033	10	13	characteristics	characteristic	NOUN
easat-2033	10	14	and	and	CCONJ
easat-2033	10	15	desired	desire	VERB
easat-2033	10	16	classification	classification	NOUN
easat-2033	10	17	analyses	analysis	NOUN
easat-2033	10	18	.	.	PUNCT
easat-2033	11	1	furthermore	furthermore	ADV
easat-2033	11	2	,	,	PUNCT
easat-2033	11	3	future	future	ADJ
easat-2033	11	4	research	research	NOUN
easat-2033	11	5	directions	direction	NOUN
easat-2033	11	6	involve	involve	VERB
easat-2033	11	7	exploring	explore	VERB
easat-2033	11	8	adaptations	adaptation	NOUN
easat-2033	11	9	or	or	CCONJ
easat-2033	11	10	optimizations	optimization	NOUN
easat-2033	11	11	of	of	ADP
easat-2033	11	12	these	these	DET
easat-2033	11	13	models	model	NOUN
easat-2033	11	14	for	for	ADP
easat-2033	11	15	diverse	diverse	ADJ
easat-2033	11	16	disaster	disaster	NOUN
easat-2033	11	17	types	type	NOUN
easat-2033	11	18	and	and	CCONJ
easat-2033	11	19	social	social	ADJ
easat-2033	11	20	media	medium	NOUN
easat-2033	11	21	data	datum	NOUN
easat-2033	11	22	,	,	PUNCT
easat-2033	11	23	aiming	aim	VERB
easat-2033	11	24	to	to	PART
easat-2033	11	25	develop	develop	VERB
easat-2033	11	26	more	more	ADV
easat-2033	11	27	sophisticated	sophisticated	ADJ
easat-2033	11	28	and	and	CCONJ
easat-2033	11	29	responsive	responsive	ADJ
easat-2033	11	30	models	model	NOUN
easat-2033	11	31	for	for	ADP
easat-2033	11	32	disaster	disaster	NOUN
easat-2033	11	33	-	-	PUNCT
easat-2033	11	34	related	relate	VERB
easat-2033	11	35	analysis	analysis	NOUN
easat-2033	11	36	in	in	ADP
easat-2033	11	37	the	the	DET
easat-2033	11	38	indonesian	indonesian	ADJ
easat-2033	11	39	context	context	NOUN
easat-2033	11	40	.	.	PUNCT
easat-2033	12	1	keywords	keyword	NOUN
easat-2033	12	2	:	:	PUNCT
easat-2033	12	3	disaster	disaster	NOUN
easat-2033	12	4	data	datum	NOUN
easat-2033	12	5	,	,	PUNCT
easat-2033	12	6	disaster	disaster	NOUN
easat-2033	12	7	response	response	NOUN
easat-2033	12	8	,	,	PUNCT
easat-2033	12	9	model	model	NOUN
easat-2033	12	10	architecture	architecture	NOUN
easat-2033	12	11	,	,	PUNCT
easat-2033	12	12	social	social	ADJ
easat-2033	12	13	media	medium	NOUN
easat-2033	12	14	behaviour	behaviour	NOUN
easat-2033	12	15	.	.	PUNCT
easat-2033	13	1	1	1	X
easat-2033	13	2	.	.	X
easat-2033	13	3	introduction	introduction	NOUN
easat-2033	13	4	in	in	ADP
easat-2033	13	5	the	the	DET
easat-2033	13	6	face	face	NOUN
easat-2033	13	7	of	of	ADP
easat-2033	13	8	the	the	DET
easat-2033	13	9	complexity	complexity	NOUN
easat-2033	13	10	of	of	ADP
easat-2033	13	11	disaster	disaster	NOUN
easat-2033	13	12	-	-	PUNCT
easat-2033	13	13	related	relate	VERB
easat-2033	13	14	challenges	challenge	NOUN
easat-2033	13	15	,	,	PUNCT
easat-2033	13	16	the	the	DET
easat-2033	13	17	role	role	NOUN
easat-2033	13	18	of	of	ADP
easat-2033	13	19	social	social	ADJ
easat-2033	13	20	media	medium	NOUN
easat-2033	13	21	platforms	platform	NOUN
easat-2033	13	22	,	,	PUNCT
easat-2033	13	23	such	such	ADJ
easat-2033	13	24	as	as	ADP
easat-2033	13	25	twitter	twitter	NOUN
easat-2033	13	26	/	/	SYM
easat-2033	13	27	x	x	NOUN
easat-2033	13	28	,	,	PUNCT
easat-2033	13	29	becomes	become	VERB
easat-2033	13	30	crucial	crucial	ADJ
easat-2033	13	31	as	as	ADP
easat-2033	13	32	a	a	DET
easat-2033	13	33	communication	communication	NOUN
easat-2033	13	34	channel	channel	NOUN
easat-2033	13	35	during	during	ADP
easat-2033	13	36	crisis	crisis	NOUN
easat-2033	13	37	situations	situation	NOUN
easat-2033	13	38	[	[	X
easat-2033	13	39	1	1	NUM
easat-2033	13	40	]	]	PUNCT
easat-2033	13	41	.	.	PUNCT
easat-2033	14	1	the	the	DET
easat-2033	14	2	digital	digital	ADJ
easat-2033	14	3	age	age	NOUN
easat-2033	14	4	witnessed	witness	VERB
easat-2033	14	5	an	an	DET
easat-2033	14	6	unprecedented	unprecedented	ADJ
easat-2033	14	7	influx	influx	NOUN
easat-2033	14	8	of	of	ADP
easat-2033	14	9	information	information	NOUN
easat-2033	14	10	during	during	ADP
easat-2033	14	11	the	the	DET
easat-2033	14	12	crisis	crisis	NOUN
easat-2033	14	13	,	,	PUNCT
easat-2033	14	14	with	with	ADP
easat-2033	14	15	more	more	ADJ
easat-2033	14	16	than	than	ADP
easat-2033	14	17	8.7	8.7	NUM
easat-2033	14	18	%	%	NOUN
easat-2033	14	19	of	of	ADP
easat-2033	14	20	indonesia	indonesia	PROPN
easat-2033	14	21	's	's	PART
easat-2033	14	22	total	total	ADJ
easat-2033	14	23	population	population	NOUN
easat-2033	14	24	,	,	PUNCT
easat-2033	14	25	approximately	approximately	ADV
easat-2033	14	26	24	24	NUM
easat-2033	14	27	million	million	NUM
easat-2033	14	28	,	,	PUNCT
easat-2033	14	29	actively	actively	ADV
easat-2033	14	30	using	use	VERB
easat-2033	14	31	such	such	ADJ
easat-2033	14	32	platforms	platform	NOUN
easat-2033	14	33	by	by	ADP
easat-2033	14	34	early	early	ADJ
easat-2033	14	35	2023	2023	NUM
easat-2033	14	36	.	.	PUNCT
easat-2033	15	1	this	this	DET
easat-2033	15	2	rapid	rapid	ADJ
easat-2033	15	3	growth	growth	NOUN
easat-2033	15	4	,	,	PUNCT
easat-2033	15	5	totaling	total	VERB
easat-2033	15	6	5.6	5.6	NUM
easat-2033	15	7	million	million	NUM
easat-2033	15	8	users	user	NOUN
easat-2033	15	9	between	between	ADP
easat-2033	15	10	2022	2022	NUM
easat-2033	15	11	and	and	CCONJ
easat-2033	15	12	early	early	ADJ
easat-2033	15	13	2023	2023	NUM
easat-2033	15	14	,	,	PUNCT
easat-2033	15	15	reflects	reflect	VERB
easat-2033	15	16	the	the	DET
easat-2033	15	17	significance	significance	NOUN
easat-2033	15	18	of	of	ADP
easat-2033	15	19	social	social	ADJ
easat-2033	15	20	media	medium	NOUN
easat-2033	15	21	platforms	platform	NOUN
easat-2033	15	22	in	in	ADP
easat-2033	15	23	providing	provide	VERB
easat-2033	15	24	communication	communication	NOUN
easat-2033	15	25	channels	channel	NOUN
easat-2033	15	26	during	during	ADP
easat-2033	15	27	disasters	disaster	NOUN
easat-2033	15	28	[	[	X
easat-2033	15	29	2	2	NUM
easat-2033	15	30	]	]	PUNCT
easat-2033	15	31	.	.	PUNCT
easat-2033	16	1	while	while	SCONJ
easat-2033	16	2	social	social	ADJ
easat-2033	16	3	media	medium	NOUN
easat-2033	16	4	platforms	platform	NOUN
easat-2033	16	5	provide	provide	VERB
easat-2033	16	6	great	great	ADJ
easat-2033	16	7	benefits	benefit	NOUN
easat-2033	16	8	,	,	PUNCT
easat-2033	16	9	this	this	DET
easat-2033	16	10	growth	growth	NOUN
easat-2033	16	11	brings	bring	VERB
easat-2033	16	12	new	new	ADJ
easat-2033	16	13	challenges	challenge	NOUN
easat-2033	16	14	,	,	PUNCT
easat-2033	16	15	particularly	particularly	ADV
easat-2033	16	16	with	with	ADP
easat-2033	16	17	regard	regard	NOUN
easat-2033	16	18	to	to	ADP
easat-2033	16	19	information	information	NOUN
easat-2033	16	20	overload	overload	NOUN
easat-2033	16	21	and	and	CCONJ
easat-2033	16	22	huge	huge	ADJ
easat-2033	16	23	volumes	volume	NOUN
easat-2033	16	24	of	of	ADP
easat-2033	16	25	data	datum	NOUN
easat-2033	16	26	[	[	X
easat-2033	16	27	3	3	NUM
easat-2033	16	28	]	]	PUNCT
easat-2033	16	29	.	.	PUNCT
easat-2033	17	1	the	the	DET
easat-2033	17	2	management	management	NOUN
easat-2033	17	3	and	and	CCONJ
easat-2033	17	4	classification	classification	NOUN
easat-2033	17	5	of	of	ADP
easat-2033	17	6	disaster	disaster	NOUN
easat-2033	17	7	information	information	NOUN
easat-2033	17	8	requires	require	VERB
easat-2033	17	9	a	a	DET
easat-2033	17	10	careful	careful	ADJ
easat-2033	17	11	approach	approach	NOUN
easat-2033	17	12	,	,	PUNCT
easat-2033	17	13	focusing	focus	VERB
easat-2033	17	14	on	on	ADP
easat-2033	17	15	identifying	identify	VERB
easat-2033	17	16	and	and	CCONJ
easat-2033	17	17	filtering	filter	VERB
easat-2033	17	18	relevant	relevant	ADJ
easat-2033	17	19	information	information	NOUN
easat-2033	17	20	to	to	PART
easat-2033	17	21	provide	provide	VERB
easat-2033	17	22	a	a	DET
easat-2033	17	23	clearer	clear	ADJ
easat-2033	17	24	and	and	CCONJ
easat-2033	17	25	more	more	ADV
easat-2033	17	26	accurate	accurate	ADJ
easat-2033	17	27	view	view	NOUN
easat-2033	17	28	of	of	ADP
easat-2033	17	29	the	the	DET
easat-2033	17	30	disaster	disaster	NOUN
easat-2033	17	31	situation	situation	NOUN
easat-2033	17	32	[	[	X
easat-2033	17	33	4	4	NUM
easat-2033	17	34	]	]	PUNCT
easat-2033	17	35	.	.	PUNCT
easat-2033	18	1	information	information	NOUN
easat-2033	18	2	spread	spread	VERB
easat-2033	18	3	on	on	ADP
easat-2033	18	4	social	social	ADJ
easat-2033	18	5	media	medium	NOUN
easat-2033	18	6	during	during	ADP
easat-2033	18	7	disasters	disaster	NOUN
easat-2033	18	8	covers	cover	VERB
easat-2033	18	9	vital	vital	ADJ
easat-2033	18	10	needs	need	NOUN
easat-2033	18	11	such	such	ADJ
easat-2033	18	12	as	as	ADP
easat-2033	18	13	casualties	casualty	NOUN
easat-2033	18	14	,	,	PUNCT
easat-2033	18	15	food	food	NOUN
easat-2033	18	16	,	,	PUNCT
easat-2033	18	17	water	water	NOUN
easat-2033	18	18	,	,	PUNCT
easat-2033	18	19	electricity	electricity	NOUN
easat-2033	18	20	,	,	PUNCT
easat-2033	18	21	medical	medical	ADJ
easat-2033	18	22	emergencies	emergency	NOUN
easat-2033	18	23	,	,	PUNCT
easat-2033	18	24	shelter	shelter	NOUN
easat-2033	18	25	,	,	PUNCT
easat-2033	18	26	evacuation	evacuation	NOUN
easat-2033	18	27	routes	route	NOUN
easat-2033	18	28	and	and	CCONJ
easat-2033	18	29	clothing	clothing	NOUN
easat-2033	19	1	[	[	X
easat-2033	19	2	5	5	NUM
easat-2033	19	3	]	]	PUNCT
easat-2033	19	4	.	.	PUNCT
easat-2033	20	1	however	however	ADV
easat-2033	20	2	,	,	PUNCT
easat-2033	20	3	the	the	DET
easat-2033	20	4	signal	signal	NOUN
easat-2033	20	5	-	-	PUNCT
easat-2033	20	6	to	to	ADP
easat-2033	20	7	-	-	PUNCT
easat-2033	20	8	noise	noise	NOUN
easat-2033	20	9	ratio	ratio	NOUN
easat-2033	20	10	poses	pose	VERB
easat-2033	20	11	a	a	DET
easat-2033	20	12	severe	severe	ADJ
easat-2033	20	13	challenge	challenge	NOUN
easat-2033	20	14	,	,	PUNCT
easat-2033	20	15	where	where	SCONJ
easat-2033	20	16	significant	significant	ADJ
easat-2033	20	17	noise	noise	NOUN
easat-2033	20	18	on	on	ADP
easat-2033	20	19	social	social	ADJ
easat-2033	20	20	media	medium	NOUN
easat-2033	20	21	hinders	hinder	VERB
easat-2033	20	22	the	the	DET
easat-2033	20	23	extraction	extraction	NOUN
easat-2033	20	24	of	of	ADP
easat-2033	20	25	actionable	actionable	ADJ
easat-2033	20	26	insights	insight	NOUN
easat-2033	20	27	for	for	ADP
easat-2033	20	28	informed	informed	ADJ
easat-2033	20	29	decision	decision	NOUN
easat-2033	20	30	-	-	PUNCT
easat-2033	20	31	making	making	NOUN
easat-2033	20	32	.	.	PUNCT
easat-2033	21	1	this	this	DET
easat-2033	21	2	challenge	challenge	NOUN
easat-2033	21	3	is	be	AUX
easat-2033	21	4	faced	face	VERB
easat-2033	21	5	not	not	PART
easat-2033	21	6	only	only	ADV
easat-2033	21	7	by	by	ADP
easat-2033	21	8	government	government	NOUN
easat-2033	21	9	agencies	agency	NOUN
easat-2033	21	10	but	but	CCONJ
easat-2033	21	11	also	also	ADV
easat-2033	21	12	by	by	ADP
easat-2033	21	13	non	non	ADJ
easat-2033	21	14	-	-	ADJ
easat-2033	21	15	governmental	governmental	ADJ
easat-2033	21	16	organizations	organization	NOUN
easat-2033	21	17	(	(	PUNCT
easat-2033	21	18	ngos	ngo	NOUN
easat-2033	21	19	)	)	PUNCT
easat-2033	21	20	and	and	CCONJ
easat-2033	21	21	individuals	individual	NOUN
easat-2033	21	22	invested	invest	VERB
easat-2033	21	23	in	in	ADP
easat-2033	21	24	disaster	disaster	NOUN
easat-2033	21	25	response	response	NOUN
easat-2033	21	26	efforts	effort	NOUN
easat-2033	21	27	[	[	X
easat-2033	21	28	6	6	NUM
easat-2033	21	29	]	]	PUNCT
easat-2033	21	30	.	.	PUNCT
easat-2033	22	1	170	170	NUM
easat-2033	22	2	edelweiss	edelweiss	PROPN
easat-2033	22	3	applied	apply	VERB
easat-2033	22	4	science	science	NOUN
easat-2033	22	5	and	and	CCONJ
easat-2033	22	6	technology	technology	NOUN
easat-2033	22	7	issn	issn	PROPN
easat-2033	22	8	:	:	PUNCT
easat-2033	22	9	2576	2576	NUM
easat-2033	22	10	-	-	SYM
easat-2033	22	11	8484	8484	NUM
easat-2033	22	12	vol	vol	NOUN
easat-2033	22	13	.	.	PROPN
easat-2033	22	14	8	8	NUM
easat-2033	22	15	,	,	PUNCT
easat-2033	22	16	no	no	INTJ
easat-2033	22	17	.	.	NOUN
easat-2033	23	1	6	6	NUM
easat-2033	23	2	:	:	SYM
easat-2033	23	3	169	169	NUM
easat-2033	23	4	-	-	SYM
easat-2033	23	5	183	183	NUM
easat-2033	23	6	,	,	PUNCT
easat-2033	23	7	2024	2024	NUM
easat-2033	23	8	doi	doi	NOUN
easat-2033	23	9	:	:	PUNCT
easat-2033	23	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	23	11	©	©	PROPN
easat-2033	23	12	2024	2024	NUM
easat-2033	23	13	by	by	ADP
easat-2033	23	14	the	the	DET
easat-2033	23	15	author	author	NOUN
easat-2033	23	16	;	;	PUNCT
easat-2033	23	17	licensee	licensee	PROPN
easat-2033	23	18	learning	learning	NOUN
easat-2033	23	19	gate	gate	NOUN
easat-2033	23	20	to	to	PART
easat-2033	23	21	address	address	VERB
easat-2033	23	22	these	these	DET
easat-2033	23	23	challenges	challenge	NOUN
easat-2033	23	24	,	,	PUNCT
easat-2033	23	25	this	this	DET
easat-2033	23	26	research	research	NOUN
easat-2033	23	27	introduces	introduce	NOUN
easat-2033	23	28	models	model	NOUN
easat-2033	23	29	that	that	PRON
easat-2033	23	30	use	use	VERB
easat-2033	23	31	machine	machine	NOUN
easat-2033	23	32	learning	learn	VERB
easat-2033	23	33	algorithms	algorithm	NOUN
easat-2033	23	34	such	such	ADJ
easat-2033	23	35	as	as	ADP
easat-2033	23	36	k	k	NOUN
easat-2033	23	37	-	-	PUNCT
easat-2033	23	38	nearest	near	ADJ
easat-2033	23	39	neighbors	neighbor	NOUN
easat-2033	23	40	(	(	PUNCT
easat-2033	23	41	knn	knn	PROPN
easat-2033	23	42	)	)	PUNCT
easat-2033	23	43	,	,	PUNCT
easat-2033	23	44	random	random	ADJ
easat-2033	23	45	forest	forest	NOUN
easat-2033	23	46	,	,	PUNCT
easat-2033	23	47	and	and	CCONJ
easat-2033	23	48	recurrent	recurrent	ADJ
easat-2033	23	49	neural	neural	ADJ
easat-2033	23	50	network	network	NOUN
easat-2033	23	51	(	(	PUNCT
easat-2033	23	52	rnn	rnn	PROPN
easat-2033	23	53	)	)	PUNCT
easat-2033	23	54	.	.	PUNCT
easat-2033	24	1	the	the	DET
easat-2033	24	2	model	model	NOUN
easat-2033	24	3	is	be	AUX
easat-2033	24	4	designed	design	VERB
easat-2033	24	5	to	to	PART
easat-2033	24	6	cope	cope	VERB
easat-2033	24	7	with	with	ADP
easat-2033	24	8	information	information	NOUN
easat-2033	24	9	overload	overload	NOUN
easat-2033	24	10	and	and	CCONJ
easat-2033	24	11	huge	huge	ADJ
easat-2033	24	12	volumes	volume	NOUN
easat-2033	24	13	of	of	ADP
easat-2033	24	14	data	datum	NOUN
easat-2033	24	15	,	,	PUNCT
easat-2033	24	16	with	with	ADP
easat-2033	24	17	the	the	DET
easat-2033	24	18	aim	aim	NOUN
easat-2033	24	19	of	of	ADP
easat-2033	24	20	improving	improve	VERB
easat-2033	24	21	situational	situational	ADJ
easat-2033	24	22	awareness	awareness	NOUN
easat-2033	24	23	and	and	CCONJ
easat-2033	24	24	facilitating	facilitate	VERB
easat-2033	24	25	faster	fast	ADV
easat-2033	24	26	and	and	CCONJ
easat-2033	24	27	more	more	ADV
easat-2033	24	28	informed	informed	ADJ
easat-2033	24	29	decision	decision	NOUN
easat-2033	24	30	-	-	PUNCT
easat-2033	24	31	making	making	NOUN
easat-2033	24	32	from	from	ADP
easat-2033	24	33	relevant	relevant	ADJ
easat-2033	24	34	parties	party	NOUN
easat-2033	24	35	.	.	PUNCT
easat-2033	25	1	the	the	DET
easat-2033	25	2	model	model	NOUN
easat-2033	25	3	is	be	AUX
easat-2033	25	4	expected	expect	VERB
easat-2033	25	5	to	to	PART
easat-2033	25	6	empower	empower	VERB
easat-2033	25	7	government	government	NOUN
easat-2033	25	8	agencies	agency	NOUN
easat-2033	25	9	,	,	PUNCT
easat-2033	25	10	ngos	ngo	NOUN
easat-2033	25	11	,	,	PUNCT
easat-2033	25	12	and	and	CCONJ
easat-2033	25	13	individuals	individual	NOUN
easat-2033	25	14	with	with	ADP
easat-2033	25	15	the	the	DET
easat-2033	25	16	ability	ability	NOUN
easat-2033	25	17	to	to	PART
easat-2033	25	18	quickly	quickly	ADV
easat-2033	25	19	access	access	VERB
easat-2033	25	20	and	and	CCONJ
easat-2033	25	21	act	act	VERB
easat-2033	25	22	on	on	ADP
easat-2033	25	23	critical	critical	ADJ
easat-2033	25	24	information	information	NOUN
easat-2033	25	25	,	,	PUNCT
easat-2033	25	26	contributing	contribute	VERB
easat-2033	25	27	to	to	ADP
easat-2033	25	28	a	a	DET
easat-2033	25	29	more	more	ADV
easat-2033	25	30	effective	effective	ADJ
easat-2033	25	31	and	and	CCONJ
easat-2033	25	32	responsive	responsive	ADJ
easat-2033	25	33	disaster	disaster	NOUN
easat-2033	25	34	management	management	NOUN
easat-2033	25	35	strategy	strategy	NOUN
easat-2033	26	1	[	[	X
easat-2033	26	2	7	7	NUM
easat-2033	26	3	]	]	PUNCT
easat-2033	26	4	.	.	PUNCT
easat-2033	27	1	this	this	DET
easat-2033	27	2	research	research	NOUN
easat-2033	27	3	also	also	ADV
easat-2033	27	4	includes	include	VERB
easat-2033	27	5	a	a	DET
easat-2033	27	6	comparison	comparison	NOUN
easat-2033	27	7	of	of	ADP
easat-2033	27	8	the	the	DET
easat-2033	27	9	accuracy	accuracy	NOUN
easat-2033	27	10	of	of	ADP
easat-2033	27	11	the	the	DET
easat-2033	27	12	three	three	NUM
easat-2033	27	13	machine	machine	NOUN
easat-2033	27	14	learning	learn	VERB
easat-2033	27	15	algorithms	algorithm	NOUN
easat-2033	27	16	used	use	VERB
easat-2033	27	17	(	(	PUNCT
easat-2033	27	18	knn	knn	INTJ
easat-2033	27	19	,	,	PUNCT
easat-2033	27	20	random	random	ADJ
easat-2033	27	21	forest	forest	NOUN
easat-2033	27	22	,	,	PUNCT
easat-2033	27	23	and	and	CCONJ
easat-2033	27	24	rnn	rnn	NOUN
easat-2033	27	25	)	)	PUNCT
easat-2033	27	26	,	,	PUNCT
easat-2033	27	27	with	with	ADP
easat-2033	27	28	the	the	DET
easat-2033	27	29	aim	aim	NOUN
easat-2033	27	30	of	of	ADP
easat-2033	27	31	determining	determine	VERB
easat-2033	27	32	the	the	DET
easat-2033	27	33	best	good	ADJ
easat-2033	27	34	algorithm	algorithm	NOUN
easat-2033	27	35	for	for	ADP
easat-2033	27	36	categorizing	categorize	VERB
easat-2033	27	37	disaster	disaster	NOUN
easat-2033	27	38	data	datum	NOUN
easat-2033	27	39	such	such	ADJ
easat-2033	27	40	as	as	ADP
easat-2033	27	41	water	water	NOUN
easat-2033	27	42	,	,	PUNCT
easat-2033	27	43	food	food	NOUN
easat-2033	27	44	,	,	PUNCT
easat-2033	27	45	medical	medical	ADJ
easat-2033	27	46	emergencies	emergency	NOUN
easat-2033	27	47	,	,	PUNCT
easat-2033	27	48	shelter	shelter	NOUN
easat-2033	27	49	,	,	PUNCT
easat-2033	27	50	and	and	CCONJ
easat-2033	27	51	electricity	electricity	NOUN
easat-2033	27	52	.	.	PUNCT
easat-2033	28	1	thus	thus	ADV
easat-2033	28	2	,	,	PUNCT
easat-2033	28	3	this	this	DET
easat-2033	28	4	research	research	NOUN
easat-2033	28	5	is	be	AUX
easat-2033	28	6	expected	expect	VERB
easat-2033	28	7	to	to	PART
easat-2033	28	8	make	make	VERB
easat-2033	28	9	a	a	DET
easat-2033	28	10	valuable	valuable	ADJ
easat-2033	28	11	contribution	contribution	NOUN
easat-2033	28	12	in	in	ADP
easat-2033	28	13	optimizing	optimize	VERB
easat-2033	28	14	disaster	disaster	NOUN
easat-2033	28	15	information	information	NOUN
easat-2033	28	16	management	management	NOUN
easat-2033	28	17	through	through	ADP
easat-2033	28	18	social	social	ADJ
easat-2033	28	19	media	medium	NOUN
easat-2033	28	20	to	to	PART
easat-2033	28	21	support	support	VERB
easat-2033	28	22	more	more	ADV
easat-2033	28	23	effective	effective	ADJ
easat-2033	28	24	countermeasures	countermeasure	NOUN
easat-2033	28	25	.	.	PUNCT
easat-2033	29	1	in	in	ADP
easat-2033	29	2	addition	addition	NOUN
easat-2033	29	3	,	,	PUNCT
easat-2033	29	4	there	there	PRON
easat-2033	29	5	are	be	VERB
easat-2033	29	6	several	several	ADJ
easat-2033	29	7	previous	previous	ADJ
easat-2033	29	8	studies	study	NOUN
easat-2033	29	9	that	that	PRON
easat-2033	29	10	have	have	AUX
easat-2033	29	11	conducted	conduct	VERB
easat-2033	29	12	research	research	NOUN
easat-2033	29	13	related	relate	VERB
easat-2033	29	14	to	to	ADP
easat-2033	29	15	the	the	DET
easat-2033	29	16	classification	classification	NOUN
easat-2033	29	17	of	of	ADP
easat-2033	29	18	tweets	tweet	NOUN
easat-2033	29	19	related	relate	VERB
easat-2033	29	20	to	to	ADP
easat-2033	29	21	natural	natural	ADJ
easat-2033	29	22	disasters	disaster	NOUN
easat-2033	29	23	on	on	ADP
easat-2033	29	24	twitter	twitter	NOUN
easat-2033	29	25	,	,	PUNCT
easat-2033	29	26	such	such	ADJ
easat-2033	29	27	as	as	ADP
easat-2033	29	28	in	in	ADP
easat-2033	29	29	paper	paper	NOUN
easat-2033	29	30	classification	classification	NOUN
easat-2033	29	31	of	of	ADP
easat-2033	29	32	tweets	tweet	NOUN
easat-2033	29	33	related	relate	VERB
easat-2033	29	34	to	to	ADP
easat-2033	29	35	natural	natural	ADJ
easat-2033	29	36	disasters	disaster	NOUN
easat-2033	29	37	using	use	VERB
easat-2033	29	38	machine	machine	NOUN
easat-2033	29	39	learning	learning	NOUN
easat-2033	29	40	algorithms	algorithm	NOUN
easat-2033	29	41	.	.	PUNCT
easat-2033	30	1	this	this	DET
easat-2033	30	2	research	research	NOUN
easat-2033	30	3	focuses	focus	VERB
easat-2033	30	4	on	on	ADP
easat-2033	30	5	identifying	identify	VERB
easat-2033	30	6	and	and	CCONJ
easat-2033	30	7	analyzing	analyze	VERB
easat-2033	30	8	tweets	tweet	NOUN
easat-2033	30	9	related	relate	VERB
easat-2033	30	10	to	to	ADP
easat-2033	30	11	natural	natural	ADJ
easat-2033	30	12	disasters	disaster	NOUN
easat-2033	30	13	on	on	ADP
easat-2033	30	14	twitter	twitter	NOUN
easat-2033	30	15	using	use	VERB
easat-2033	30	16	machine	machine	NOUN
easat-2033	30	17	learning	learn	VERB
easat-2033	30	18	algorithms	algorithm	NOUN
easat-2033	30	19	such	such	ADJ
easat-2033	30	20	as	as	ADP
easat-2033	30	21	bernoulli	bernoulli	PROPN
easat-2033	30	22	naive	naive	ADJ
easat-2033	30	23	bayes	bayes	NOUN
easat-2033	30	24	(	(	PUNCT
easat-2033	30	25	bnb	bnb	NOUN
easat-2033	30	26	)	)	PUNCT
easat-2033	30	27	,	,	PUNCT
easat-2033	30	28	multinomial	multinomial	ADJ
easat-2033	30	29	naive	naive	ADJ
easat-2033	30	30	bayes	bayes	NOUN
easat-2033	30	31	(	(	PUNCT
easat-2033	30	32	mnb	mnb	PROPN
easat-2033	30	33	)	)	PUNCT
easat-2033	30	34	,	,	PUNCT
easat-2033	30	35	logistic	logistic	ADJ
easat-2033	30	36	regression	regression	NOUN
easat-2033	30	37	(	(	PUNCT
easat-2033	30	38	lr	lr	NOUN
easat-2033	30	39	)	)	PUNCT
easat-2033	30	40	,	,	PUNCT
easat-2033	30	41	k	k	X
easat-2033	30	42	-	-	PUNCT
easat-2033	30	43	nearest	near	ADJ
easat-2033	30	44	neighbors	neighbor	NOUN
easat-2033	30	45	(	(	PUNCT
easat-2033	30	46	knn	knn	PROPN
easat-2033	30	47	)	)	PUNCT
easat-2033	30	48	,	,	PUNCT
easat-2033	30	49	decision	decision	NOUN
easat-2033	30	50	tree	tree	NOUN
easat-2033	30	51	(	(	PUNCT
easat-2033	30	52	dt	dt	NOUN
easat-2033	30	53	)	)	PUNCT
easat-2033	30	54	,	,	PUNCT
easat-2033	30	55	and	and	CCONJ
easat-2033	30	56	random	random	ADJ
easat-2033	30	57	forest	forest	NOUN
easat-2033	30	58	(	(	PUNCT
easat-2033	30	59	rf	rf	NOUN
easat-2033	30	60	)	)	PUNCT
easat-2033	30	61	.	.	PUNCT
easat-2033	31	1	a	a	DET
easat-2033	31	2	dataset	dataset	NOUN
easat-2033	31	3	of	of	ADP
easat-2033	31	4	122	122	NUM
easat-2033	31	5	thousand	thousand	NUM
easat-2033	31	6	tweets	tweet	NOUN
easat-2033	31	7	with	with	ADP
easat-2033	31	8	geographic	geographic	ADJ
easat-2033	31	9	locations	location	NOUN
easat-2033	31	10	is	be	AUX
easat-2033	31	11	processed	process	VERB
easat-2033	31	12	with	with	ADP
easat-2033	31	13	stemming	stem	VERB
easat-2033	31	14	and	and	CCONJ
easat-2033	31	15	lemmatization	lemmatization	NOUN
easat-2033	31	16	techniques	technique	NOUN
easat-2033	31	17	.	.	PUNCT
easat-2033	32	1	training	training	NOUN
easat-2033	32	2	and	and	CCONJ
easat-2033	32	3	testing	testing	NOUN
easat-2033	32	4	results	result	NOUN
easat-2033	32	5	show	show	VERB
easat-2033	32	6	that	that	SCONJ
easat-2033	32	7	bnb	bnb	NOUN
easat-2033	32	8	,	,	PUNCT
easat-2033	32	9	mnb	mnb	PROPN
easat-2033	32	10	,	,	PUNCT
easat-2033	32	11	and	and	CCONJ
easat-2033	32	12	lr	lr	NOUN
easat-2033	32	13	models	model	NOUN
easat-2033	32	14	have	have	VERB
easat-2033	32	15	the	the	DET
easat-2033	32	16	best	good	ADJ
easat-2033	32	17	performance	performance	NOUN
easat-2033	32	18	with	with	ADP
easat-2033	32	19	an	an	DET
easat-2033	32	20	accuracy	accuracy	NOUN
easat-2033	32	21	rate	rate	NOUN
easat-2033	32	22	of	of	ADP
easat-2033	32	23	87	87	NUM
easat-2033	32	24	%	%	NOUN
easat-2033	32	25	,	,	PUNCT
easat-2033	32	26	while	while	SCONJ
easat-2033	32	27	knn	knn	PROPN
easat-2033	32	28	,	,	PUNCT
easat-2033	32	29	dt	dt	X
easat-2033	32	30	,	,	PUNCT
easat-2033	32	31	and	and	CCONJ
easat-2033	32	32	rf	rf	NOUN
easat-2033	32	33	reach	reach	VERB
easat-2033	32	34	82	82	NUM
easat-2033	32	35	%	%	NOUN
easat-2033	32	36	,	,	PUNCT
easat-2033	32	37	75	75	NUM
easat-2033	32	38	%	%	NOUN
easat-2033	32	39	,	,	PUNCT
easat-2033	32	40	and	and	CCONJ
easat-2033	32	41	86	86	NUM
easat-2033	32	42	%	%	NOUN
easat-2033	32	43	[	[	X
easat-2033	32	44	8	8	NUM
easat-2033	32	45	]	]	PUNCT
easat-2033	32	46	.	.	PUNCT
easat-2033	33	1	in	in	ADP
easat-2033	33	2	the	the	DET
easat-2033	33	3	journal	journal	NOUN
easat-2033	33	4	sentiment	sentiment	NOUN
easat-2033	33	5	analysis	analysis	NOUN
easat-2033	33	6	and	and	CCONJ
easat-2033	33	7	classification	classification	NOUN
easat-2033	33	8	of	of	ADP
easat-2033	33	9	covid-19	covid-19	PROPN
easat-2033	33	10	tweets	tweet	NOUN
easat-2033	33	11	using	use	VERB
easat-2033	33	12	machine	machine	NOUN
easat-2033	33	13	learning	learn	VERB
easat-2033	33	14	classifier	classifier	NOUN
easat-2033	33	15	in	in	ADP
easat-2033	33	16	march	march	PROPN
easat-2033	33	17	2020	2020	NUM
easat-2033	33	18	,	,	PUNCT
easat-2033	33	19	who	who	PRON
easat-2033	33	20	identified	identify	VERB
easat-2033	33	21	covid-19	covid-19	PROPN
easat-2033	33	22	as	as	ADP
easat-2033	33	23	a	a	DET
easat-2033	33	24	new	new	ADJ
easat-2033	33	25	pandemic	pandemic	NOUN
easat-2033	33	26	and	and	CCONJ
easat-2033	33	27	issued	issue	VERB
easat-2033	33	28	a	a	DET
easat-2033	33	29	statement	statement	NOUN
easat-2033	33	30	in	in	ADP
easat-2033	33	31	connection	connection	NOUN
easat-2033	33	32	with	with	ADP
easat-2033	33	33	it	it	PRON
easat-2033	33	34	.	.	PUNCT
easat-2033	34	1	this	this	DET
easat-2033	34	2	research	research	NOUN
easat-2033	34	3	aims	aim	VERB
easat-2033	34	4	to	to	PART
easat-2033	34	5	classify	classify	VERB
easat-2033	34	6	pandemic	pandemic	ADJ
easat-2033	34	7	-	-	PUNCT
easat-2033	34	8	related	relate	VERB
easat-2033	34	9	sentiment	sentiment	NOUN
easat-2033	34	10	using	use	VERB
easat-2033	34	11	feature	feature	NOUN
easat-2033	34	12	extraction	extraction	NOUN
easat-2033	34	13	and	and	CCONJ
easat-2033	34	14	machine	machine	NOUN
easat-2033	34	15	learning	learn	VERB
easat-2033	34	16	techniques	technique	NOUN
easat-2033	34	17	on	on	ADP
easat-2033	34	18	social	social	ADJ
easat-2033	34	19	media	medium	NOUN
easat-2033	34	20	datasets	dataset	NOUN
easat-2033	34	21	.	.	PUNCT
easat-2033	35	1	there	there	PRON
easat-2033	35	2	are	be	VERB
easat-2033	35	3	four	four	NUM
easat-2033	35	4	phases	phase	NOUN
easat-2033	35	5	in	in	ADP
easat-2033	35	6	the	the	DET
easat-2033	35	7	system	system	NOUN
easat-2033	35	8	:	:	PUNCT
easat-2033	35	9	data	data	NOUN
easat-2033	35	10	collection	collection	NOUN
easat-2033	35	11	,	,	PUNCT
easat-2033	35	12	pre	pre	ADJ
easat-2033	35	13	-	-	ADJ
easat-2033	35	14	processing	processing	NOUN
easat-2033	35	15	and	and	CCONJ
easat-2033	35	16	normalization	normalization	NOUN
easat-2033	35	17	,	,	PUNCT
easat-2033	35	18	feature	feature	NOUN
easat-2033	35	19	extraction	extraction	NOUN
easat-2033	35	20	and	and	CCONJ
easat-2033	35	21	feature	feature	NOUN
easat-2033	35	22	selection	selection	NOUN
easat-2033	35	23	,	,	PUNCT
easat-2033	35	24	and	and	CCONJ
easat-2033	35	25	classification	classification	NOUN
easat-2033	35	26	.	.	PUNCT
easat-2033	36	1	data	datum	NOUN
easat-2033	36	2	is	be	AUX
easat-2033	36	3	collected	collect	VERB
easat-2033	36	4	from	from	ADP
easat-2033	36	5	social	social	ADJ
easat-2033	36	6	media	medium	NOUN
easat-2033	36	7	sources	source	NOUN
easat-2033	36	8	such	such	ADJ
easat-2033	36	9	as	as	ADP
easat-2033	36	10	twitter	twitter	NOUN
easat-2033	36	11	using	use	VERB
easat-2033	36	12	the	the	DET
easat-2033	36	13	twitter	twitter	NOUN
easat-2033	36	14	api	api	NOUN
easat-2033	36	15	.	.	PUNCT
easat-2033	37	1	tweets	tweet	NOUN
easat-2033	37	2	are	be	AUX
easat-2033	37	3	then	then	ADV
easat-2033	37	4	divided	divide	VERB
easat-2033	37	5	into	into	ADP
easat-2033	37	6	three	three	NUM
easat-2033	37	7	categories	category	NOUN
easat-2033	37	8	:	:	PUNCT
easat-2033	37	9	positive	positive	ADJ
easat-2033	37	10	,	,	PUNCT
easat-2033	37	11	neutral	neutral	ADJ
easat-2033	37	12	,	,	PUNCT
easat-2033	37	13	and	and	CCONJ
easat-2033	37	14	negative	negative	ADJ
easat-2033	37	15	during	during	ADP
easat-2033	37	16	pre	pre	ADJ
easat-2033	37	17	-	-	ADJ
easat-2033	37	18	processing	processing	NOUN
easat-2033	37	19	.	.	PUNCT
easat-2033	38	1	in	in	ADP
easat-2033	38	2	the	the	DET
easat-2033	38	3	feature	feature	NOUN
easat-2033	38	4	extraction	extraction	NOUN
easat-2033	38	5	phase	phase	NOUN
easat-2033	38	6	,	,	PUNCT
easat-2033	38	7	methods	method	NOUN
easat-2033	38	8	such	such	ADJ
easat-2033	38	9	as	as	ADP
easat-2033	38	10	bag	bag	NOUN
easat-2033	38	11	of	of	ADP
easat-2033	38	12	words	word	NOUN
easat-2033	38	13	(	(	PUNCT
easat-2033	38	14	bow	bow	NOUN
easat-2033	38	15	)	)	PUNCT
easat-2033	38	16	,	,	PUNCT
easat-2033	38	17	term	term	NOUN
easat-2033	38	18	frequency	frequency	NOUN
easat-2033	38	19	-	-	PUNCT
easat-2033	38	20	inverse	inverse	NOUN
easat-2033	38	21	document	document	NOUN
easat-2033	38	22	frequency	frequency	NOUN
easat-2033	38	23	(	(	PUNCT
easat-2033	38	24	tf	tf	PROPN
easat-2033	38	25	-	-	PUNCT
easat-2033	38	26	idf	idf	NOUN
easat-2033	38	27	)	)	PUNCT
easat-2033	38	28	,	,	PUNCT
easat-2033	38	29	word2vec	word2vec	X
easat-2033	38	30	,	,	PUNCT
easat-2033	38	31	and	and	CCONJ
easat-2033	38	32	fasttext	fasttext	NOUN
easat-2033	38	33	are	be	AUX
easat-2033	38	34	used	use	VERB
easat-2033	38	35	to	to	PART
easat-2033	38	36	collect	collect	VERB
easat-2033	38	37	the	the	DET
easat-2033	38	38	feature	feature	NOUN
easat-2033	38	39	dataset	dataset	NOUN
easat-2033	38	40	.	.	PUNCT
easat-2033	39	1	in	in	ADP
easat-2033	39	2	the	the	DET
easat-2033	39	3	last	last	ADJ
easat-2033	39	4	phase	phase	NOUN
easat-2033	39	5	,	,	PUNCT
easat-2033	39	6	various	various	ADJ
easat-2033	39	7	machine	machine	NOUN
easat-2033	39	8	learning	learn	VERB
easat-2033	39	9	classification	classification	NOUN
easat-2033	39	10	algorithms	algorithm	NOUN
easat-2033	39	11	are	be	AUX
easat-2033	39	12	applied	apply	VERB
easat-2033	39	13	to	to	PART
easat-2033	39	14	detect	detect	VERB
easat-2033	39	15	sentiment	sentiment	NOUN
easat-2033	39	16	.	.	PUNCT
easat-2033	40	1	in	in	ADP
easat-2033	40	2	the	the	DET
easat-2033	40	3	experimental	experimental	ADJ
easat-2033	40	4	analysis	analysis	NOUN
easat-2033	40	5	,	,	PUNCT
easat-2033	40	6	bow	bow	VERB
easat-2033	40	7	with	with	ADP
easat-2033	40	8	modified	modified	ADJ
easat-2033	40	9	support	support	NOUN
easat-2033	40	10	vector	vector	NOUN
easat-2033	40	11	machine	machine	NOUN
easat-2033	40	12	(	(	PUNCT
easat-2033	40	13	msvm	msvm	PROPN
easat-2033	40	14	)	)	PUNCT
easat-2033	40	15	gave	give	VERB
easat-2033	40	16	better	well	ADJ
easat-2033	40	17	results	result	NOUN
easat-2033	40	18	than	than	ADP
easat-2033	40	19	other	other	ADJ
easat-2033	40	20	machine	machine	NOUN
easat-2033	40	21	learning	learn	VERB
easat-2033	40	22	algorithms	algorithm	NOUN
easat-2033	40	23	,	,	PUNCT
easat-2033	40	24	achieving	achieve	VERB
easat-2033	40	25	an	an	DET
easat-2033	40	26	accuracy	accuracy	NOUN
easat-2033	40	27	of	of	ADP
easat-2033	40	28	98.15	98.15	NUM
easat-2033	40	29	%	%	NOUN
easat-2033	40	30	.	.	PUNCT
easat-2033	41	1	msvm	msvm	PROPN
easat-2033	41	2	also	also	ADV
easat-2033	41	3	achieved	achieve	VERB
easat-2033	41	4	93	93	NUM
easat-2033	41	5	%	%	NOUN
easat-2033	41	6	accuracy	accuracy	NOUN
easat-2033	41	7	for	for	ADP
easat-2033	41	8	positive	positive	ADJ
easat-2033	41	9	sentiment	sentiment	NOUN
easat-2033	41	10	,	,	PUNCT
easat-2033	41	11	surpassing	surpass	VERB
easat-2033	41	12	the	the	DET
easat-2033	41	13	performance	performance	NOUN
easat-2033	41	14	of	of	ADP
easat-2033	41	15	other	other	ADJ
easat-2033	41	16	machine	machine	NOUN
easat-2033	41	17	learning	learn	VERB
easat-2033	41	18	classifiers	classifier	NOUN
easat-2033	41	19	[	[	X
easat-2033	41	20	9	9	NUM
easat-2033	41	21	]	]	PUNCT
easat-2033	41	22	.	.	PUNCT
easat-2033	42	1	in	in	ADP
easat-2033	42	2	the	the	DET
easat-2033	42	3	journal	journal	NOUN
easat-2033	42	4	a	a	DET
easat-2033	42	5	comparative	comparative	ADJ
easat-2033	42	6	analysis	analysis	NOUN
easat-2033	42	7	of	of	ADP
easat-2033	42	8	logistic	logistic	ADJ
easat-2033	42	9	regression	regression	NOUN
easat-2033	42	10	,	,	PUNCT
easat-2033	42	11	random	random	ADJ
easat-2033	42	12	forest	forest	NOUN
easat-2033	42	13	and	and	CCONJ
easat-2033	42	14	knn	knn	PROPN
easat-2033	42	15	models	model	NOUN
easat-2033	42	16	for	for	ADP
easat-2033	42	17	the	the	DET
easat-2033	42	18	text	text	NOUN
easat-2033	42	19	classification	classification	NOUN
easat-2033	42	20	this	this	DET
easat-2033	42	21	paper	paper	NOUN
easat-2033	42	22	discusses	discuss	VERB
easat-2033	42	23	the	the	DET
easat-2033	42	24	construction	construction	NOUN
easat-2033	42	25	of	of	ADP
easat-2033	42	26	a	a	DET
easat-2033	42	27	bbc	bbc	PROPN
easat-2033	42	28	news	news	NOUN
easat-2033	42	29	text	text	NOUN
easat-2033	42	30	classification	classification	NOUN
easat-2033	42	31	model	model	NOUN
easat-2033	42	32	using	use	VERB
easat-2033	42	33	machine	machine	NOUN
easat-2033	42	34	learning	learning	NOUN
easat-2033	42	35	algorithms	algorithm	NOUN
easat-2033	42	36	,	,	PUNCT
easat-2033	42	37	focusing	focus	VERB
easat-2033	42	38	on	on	ADP
easat-2033	42	39	logistic	logistic	ADJ
easat-2033	42	40	regression	regression	NOUN
easat-2033	42	41	,	,	PUNCT
easat-2033	42	42	random	random	ADJ
easat-2033	42	43	forest	forest	NOUN
easat-2033	42	44	,	,	PUNCT
easat-2033	42	45	and	and	CCONJ
easat-2033	42	46	k	k	X
easat-2033	42	47	-	-	PUNCT
easat-2033	42	48	nearest	near	ADJ
easat-2033	42	49	neighbor	neighbor	NOUN
easat-2033	42	50	.	.	PUNCT
easat-2033	43	1	the	the	DET
easat-2033	43	2	study	study	NOUN
easat-2033	43	3	compared	compare	VERB
easat-2033	43	4	the	the	DET
easat-2033	43	5	performance	performance	NOUN
easat-2033	43	6	of	of	ADP
easat-2033	43	7	the	the	DET
easat-2033	43	8	three	three	NUM
easat-2033	43	9	algorithms	algorithm	NOUN
easat-2033	43	10	based	base	VERB
easat-2033	43	11	on	on	ADP
easat-2033	43	12	precision	precision	NOUN
easat-2033	43	13	,	,	PUNCT
easat-2033	43	14	accuracy	accuracy	NOUN
easat-2033	43	15	,	,	PUNCT
easat-2033	43	16	f1	f1	NOUN
easat-2033	43	17	-	-	PUNCT
easat-2033	43	18	score	score	NOUN
easat-2033	43	19	,	,	PUNCT
easat-2033	43	20	support	support	NOUN
easat-2033	43	21	,	,	PUNCT
easat-2033	43	22	and	and	CCONJ
easat-2033	43	23	confusion	confusion	NOUN
easat-2033	43	24	matrix	matrix	NOUN
easat-2033	43	25	parameters	parameter	NOUN
easat-2033	43	26	.	.	PUNCT
easat-2033	44	1	logistic	logistic	ADJ
easat-2033	44	2	regression	regression	NOUN
easat-2033	44	3	with	with	ADP
easat-2033	44	4	tf	tf	PROPN
easat-2033	44	5	-	-	PUNCT
easat-2033	44	6	idf	idf	PROPN
easat-2033	44	7	vectorizer	vectorizer	NOUN
easat-2033	44	8	feature	feature	NOUN
easat-2033	44	9	achieved	achieve	VERB
easat-2033	44	10	the	the	DET
easat-2033	44	11	highest	high	ADJ
easat-2033	44	12	accuracy	accuracy	NOUN
easat-2033	44	13	(	(	PUNCT
easat-2033	44	14	97	97	NUM
easat-2033	44	15	%	%	NOUN
easat-2033	44	16	)	)	PUNCT
easat-2033	44	17	,	,	PUNCT
easat-2033	44	18	making	make	VERB
easat-2033	44	19	it	it	PRON
easat-2033	44	20	a	a	DET
easat-2033	44	21	stable	stable	ADJ
easat-2033	44	22	choice	choice	NOUN
easat-2033	44	23	for	for	ADP
easat-2033	44	24	small	small	ADJ
easat-2033	44	25	data	data	NOUN
easat-2033	44	26	sets	set	NOUN
easat-2033	44	27	.	.	PUNCT
easat-2033	45	1	random	random	ADJ
easat-2033	45	2	forest	forest	NOUN
easat-2033	45	3	ranked	rank	VERB
easat-2033	45	4	second	second	ADV
easat-2033	45	5	with	with	ADP
easat-2033	45	6	93	93	NUM
easat-2033	45	7	%	%	NOUN
easat-2033	45	8	accuracy	accuracy	NOUN
easat-2033	45	9	,	,	PUNCT
easat-2033	45	10	while	while	SCONJ
easat-2033	45	11	k	k	NOUN
easat-2033	45	12	-	-	PUNCT
easat-2033	45	13	nearest	near	ADJ
easat-2033	45	14	neighbor	neighbor	NOUN
easat-2033	45	15	achieved	achieve	VERB
easat-2033	45	16	92	92	NUM
easat-2033	45	17	%	%	NOUN
easat-2033	45	18	accuracy	accuracy	NOUN
easat-2033	45	19	.	.	PUNCT
easat-2033	46	1	logistic	logistic	ADJ
easat-2033	46	2	regression	regression	NOUN
easat-2033	46	3	showed	show	VERB
easat-2033	46	4	the	the	DET
easat-2033	46	5	expected	expect	VERB
easat-2033	46	6	performance	performance	NOUN
easat-2033	46	7	,	,	PUNCT
easat-2033	46	8	making	make	VERB
easat-2033	46	9	it	it	PRON
easat-2033	46	10	the	the	DET
easat-2033	46	11	best	good	ADJ
easat-2033	46	12	choice	choice	NOUN
easat-2033	46	13	[	[	X
easat-2033	46	14	10	10	NUM
easat-2033	46	15	]	]	PUNCT
easat-2033	46	16	.	.	PUNCT
easat-2033	47	1	based	base	VERB
easat-2033	47	2	on	on	ADP
easat-2033	47	3	a	a	DET
easat-2033	47	4	number	number	NOUN
easat-2033	47	5	of	of	ADP
easat-2033	47	6	previous	previous	ADJ
easat-2033	47	7	studies	study	NOUN
easat-2033	47	8	,	,	PUNCT
easat-2033	47	9	it	it	PRON
easat-2033	47	10	is	be	AUX
easat-2033	47	11	evident	evident	ADJ
easat-2033	47	12	that	that	SCONJ
easat-2033	47	13	models	model	NOUN
easat-2033	47	14	such	such	ADJ
easat-2033	47	15	as	as	ADP
easat-2033	47	16	random	random	ADJ
easat-2033	47	17	forest	forest	NOUN
easat-2033	47	18	,	,	PUNCT
easat-2033	47	19	k	k	X
easat-2033	47	20	-	-	PUNCT
easat-2033	47	21	nearest	near	ADJ
easat-2033	47	22	neighbors	neighbor	NOUN
easat-2033	47	23	(	(	PUNCT
easat-2033	47	24	knn	knn	PROPN
easat-2033	47	25	)	)	PUNCT
easat-2033	47	26	,	,	PUNCT
easat-2033	47	27	and	and	CCONJ
easat-2033	47	28	recurrent	recurrent	ADJ
easat-2033	47	29	neural	neural	ADJ
easat-2033	47	30	network	network	NOUN
easat-2033	47	31	(	(	PUNCT
easat-2033	47	32	rnn	rnn	PROPN
easat-2033	47	33	)	)	PUNCT
easat-2033	47	34	provide	provide	VERB
easat-2033	47	35	good	good	ADJ
easat-2033	47	36	classification	classification	NOUN
easat-2033	47	37	results	result	NOUN
easat-2033	47	38	in	in	ADP
easat-2033	47	39	various	various	ADJ
easat-2033	47	40	situations	situation	NOUN
easat-2033	47	41	.	.	PUNCT
easat-2033	48	1	by	by	ADP
easat-2033	48	2	applying	apply	VERB
easat-2033	48	3	the	the	DET
easat-2033	48	4	models	model	NOUN
easat-2033	48	5	that	that	PRON
easat-2033	48	6	have	have	AUX
easat-2033	48	7	been	be	AUX
easat-2033	48	8	developed	develop	VERB
easat-2033	48	9	,	,	PUNCT
easat-2033	48	10	this	this	DET
easat-2033	48	11	research	research	NOUN
easat-2033	48	12	makes	make	VERB
easat-2033	48	13	a	a	DET
easat-2033	48	14	significant	significant	ADJ
easat-2033	48	15	contribution	contribution	NOUN
easat-2033	48	16	to	to	ADP
easat-2033	48	17	improving	improve	VERB
easat-2033	48	18	the	the	DET
easat-2033	48	19	effectiveness	effectiveness	NOUN
easat-2033	48	20	of	of	ADP
easat-2033	48	21	disaster	disaster	NOUN
easat-2033	48	22	management	management	NOUN
easat-2033	48	23	strategies	strategy	NOUN
easat-2033	48	24	in	in	ADP
easat-2033	48	25	indonesia	indonesia	PROPN
easat-2033	48	26	.	.	PUNCT
easat-2033	49	1	the	the	DET
easat-2033	49	2	performance	performance	NOUN
easat-2033	49	3	evaluation	evaluation	NOUN
easat-2033	49	4	in	in	ADP
easat-2033	49	5	this	this	DET
easat-2033	49	6	research	research	NOUN
easat-2033	49	7	is	be	AUX
easat-2033	49	8	conducted	conduct	VERB
easat-2033	49	9	using	use	VERB
easat-2033	49	10	confusion	confusion	NOUN
easat-2033	49	11	matrix	matrix	NOUN
easat-2033	49	12	,	,	PUNCT
easat-2033	49	13	roc	roc	PROPN
easat-2033	49	14	,	,	PUNCT
easat-2033	49	15	precision	precision	NOUN
easat-2033	49	16	,	,	PUNCT
easat-2033	49	17	and	and	CCONJ
easat-2033	49	18	recall	recall	NOUN
easat-2033	49	19	methods	method	NOUN
easat-2033	49	20	.	.	PUNCT
easat-2033	50	1	the	the	DET
easat-2033	50	2	results	result	NOUN
easat-2033	50	3	of	of	ADP
easat-2033	50	4	this	this	DET
easat-2033	50	5	evaluation	evaluation	NOUN
easat-2033	50	6	will	will	AUX
easat-2033	50	7	be	be	AUX
easat-2033	50	8	used	use	VERB
easat-2033	50	9	to	to	PART
easat-2033	50	10	compare	compare	VERB
easat-2033	50	11	the	the	DET
easat-2033	50	12	performance	performance	NOUN
easat-2033	50	13	between	between	ADP
easat-2033	50	14	models	model	NOUN
easat-2033	50	15	with	with	ADP
easat-2033	50	16	the	the	DET
easat-2033	50	17	aim	aim	NOUN
easat-2033	50	18	of	of	ADP
easat-2033	50	19	finding	find	VERB
easat-2033	50	20	the	the	DET
easat-2033	50	21	most	most	ADV
easat-2033	50	22	optimal	optimal	ADJ
easat-2033	50	23	model	model	NOUN
easat-2033	50	24	.	.	PUNCT
easat-2033	51	1	171	171	NUM
easat-2033	51	2	edelweiss	edelweiss	PROPN
easat-2033	51	3	applied	apply	VERB
easat-2033	51	4	science	science	NOUN
easat-2033	51	5	and	and	CCONJ
easat-2033	51	6	technology	technology	NOUN
easat-2033	51	7	issn	issn	PROPN
easat-2033	51	8	:	:	PUNCT
easat-2033	51	9	2576	2576	NUM
easat-2033	51	10	-	-	SYM
easat-2033	51	11	8484	8484	NUM
easat-2033	51	12	vol	vol	NOUN
easat-2033	51	13	.	.	PROPN
easat-2033	52	1	8	8	NUM
easat-2033	52	2	,	,	PUNCT
easat-2033	52	3	no	no	INTJ
easat-2033	52	4	.	.	NOUN
easat-2033	53	1	6	6	NUM
easat-2033	53	2	:	:	SYM
easat-2033	53	3	169	169	NUM
easat-2033	53	4	-	-	SYM
easat-2033	53	5	183	183	NUM
easat-2033	53	6	,	,	PUNCT
easat-2033	53	7	2024	2024	NUM
easat-2033	53	8	doi	doi	NOUN
easat-2033	53	9	:	:	PUNCT
easat-2033	53	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	53	11	©	©	PROPN
easat-2033	53	12	2024	2024	NUM
easat-2033	53	13	by	by	ADP
easat-2033	53	14	the	the	DET
easat-2033	53	15	author	author	NOUN
easat-2033	53	16	;	;	PUNCT
easat-2033	53	17	licensee	licensee	PROPN
easat-2033	53	18	learning	learning	NOUN
easat-2033	53	19	gate	gate	NOUN
easat-2033	53	20	2	2	NUM
easat-2033	53	21	.	.	PUNCT
easat-2033	53	22	method	method	VERB
easat-2033	53	23	the	the	DET
easat-2033	53	24	initiation	initiation	NOUN
easat-2033	53	25	of	of	ADP
easat-2033	53	26	this	this	DET
easat-2033	53	27	study	study	NOUN
easat-2033	53	28	involves	involve	VERB
easat-2033	53	29	the	the	DET
easat-2033	53	30	utilization	utilization	NOUN
easat-2033	53	31	of	of	ADP
easat-2033	53	32	twitter	twitter	NOUN
easat-2033	53	33	/	/	SYM
easat-2033	53	34	x	x	SYM
easat-2033	53	35	data	datum	NOUN
easat-2033	53	36	,	,	PUNCT
easat-2033	53	37	motivated	motivate	VERB
easat-2033	53	38	by	by	ADP
easat-2033	53	39	the	the	DET
easat-2033	53	40	observable	observable	ADJ
easat-2033	53	41	surge	surge	NOUN
easat-2033	53	42	in	in	ADP
easat-2033	53	43	indonesia	indonesia	PROPN
easat-2033	53	44	's	's	PART
easat-2033	53	45	user	user	NOUN
easat-2033	53	46	base	base	NOUN
easat-2033	53	47	over	over	ADP
easat-2033	53	48	the	the	DET
easat-2033	53	49	preceding	precede	VERB
easat-2033	53	50	year	year	NOUN
easat-2033	53	51	.	.	PUNCT
easat-2033	54	1	the	the	DET
easat-2033	54	2	adoption	adoption	NOUN
easat-2033	54	3	of	of	ADP
easat-2033	54	4	a	a	DET
easat-2033	54	5	python	python	NOUN
easat-2033	54	6	-	-	PUNCT
easat-2033	54	7	based	base	VERB
easat-2033	54	8	crawling	crawling	NOUN
easat-2033	54	9	approach	approach	NOUN
easat-2033	54	10	is	be	AUX
easat-2033	54	11	deemed	deem	VERB
easat-2033	54	12	imperative	imperative	ADJ
easat-2033	54	13	for	for	ADP
easat-2033	54	14	the	the	DET
easat-2033	54	15	execution	execution	NOUN
easat-2033	54	16	of	of	ADP
easat-2033	54	17	this	this	DET
easat-2033	54	18	research	research	NOUN
easat-2033	54	19	.	.	PUNCT
easat-2033	55	1	it	it	PRON
easat-2033	55	2	is	be	AUX
easat-2033	55	3	noteworthy	noteworthy	ADJ
easat-2033	55	4	that	that	SCONJ
easat-2033	55	5	twitter	twitter	NOUN
easat-2033	55	6	/	/	SYM
easat-2033	55	7	x	x	PRON
easat-2033	55	8	imposes	impose	VERB
easat-2033	55	9	constraints	constraint	NOUN
easat-2033	55	10	on	on	ADP
easat-2033	55	11	data	datum	NOUN
easat-2033	55	12	accessibility	accessibility	NOUN
easat-2033	55	13	,	,	PUNCT
easat-2033	55	14	leading	lead	VERB
easat-2033	55	15	to	to	ADP
easat-2033	55	16	the	the	DET
easat-2033	55	17	deferment	deferment	NOUN
easat-2033	55	18	of	of	ADP
easat-2033	55	19	research	research	NOUN
easat-2033	55	20	-	-	PUNCT
easat-2033	55	21	related	relate	VERB
easat-2033	55	22	data	datum	NOUN
easat-2033	55	23	acquisition	acquisition	NOUN
easat-2033	55	24	activities	activity	NOUN
easat-2033	55	25	.	.	PUNCT
easat-2033	56	1	figure	figure	NOUN
easat-2033	56	2	1	1	NUM
easat-2033	56	3	.	.	PUNCT
easat-2033	56	4	flow	flow	NOUN
easat-2033	56	5	diagram	diagram	NOUN
easat-2033	56	6	to	to	PART
easat-2033	56	7	enhance	enhance	VERB
easat-2033	56	8	disaster	disaster	NOUN
easat-2033	56	9	response	response	NOUN
easat-2033	56	10	.	.	PUNCT
easat-2033	57	1	we	we	PRON
easat-2033	57	2	have	have	AUX
easat-2033	57	3	developed	develop	VERB
easat-2033	57	4	a	a	DET
easat-2033	57	5	comprehensive	comprehensive	ADJ
easat-2033	57	6	system	system	NOUN
easat-2033	57	7	for	for	ADP
easat-2033	57	8	disaster	disaster	NOUN
easat-2033	57	9	-	-	PUNCT
easat-2033	57	10	related	relate	VERB
easat-2033	57	11	data	datum	NOUN
easat-2033	57	12	collection	collection	NOUN
easat-2033	57	13	and	and	CCONJ
easat-2033	57	14	analysis	analysis	NOUN
easat-2033	57	15	,	,	PUNCT
easat-2033	57	16	encompassing	encompass	VERB
easat-2033	57	17	both	both	DET
easat-2033	57	18	news	news	NOUN
easat-2033	57	19	articles	article	NOUN
easat-2033	57	20	and	and	CCONJ
easat-2033	57	21	twitter	twitter	NOUN
easat-2033	57	22	data	datum	NOUN
easat-2033	57	23	.	.	PUNCT
easat-2033	58	1	our	our	PRON
easat-2033	58	2	data	data	NOUN
easat-2033	58	3	crawling	crawl	VERB
easat-2033	58	4	system	system	NOUN
easat-2033	58	5	efficiently	efficiently	ADV
easat-2033	58	6	gathers	gather	VERB
easat-2033	58	7	information	information	NOUN
easat-2033	58	8	on	on	ADP
easat-2033	58	9	various	various	ADJ
easat-2033	58	10	aspects	aspect	NOUN
easat-2033	58	11	,	,	PUNCT
easat-2033	58	12	such	such	ADJ
easat-2033	58	13	as	as	ADP
easat-2033	58	14	food	food	NOUN
easat-2033	58	15	,	,	PUNCT
easat-2033	58	16	water	water	NOUN
easat-2033	58	17	,	,	PUNCT
easat-2033	58	18	medical	medical	ADJ
easat-2033	58	19	emergencies	emergency	NOUN
easat-2033	58	20	,	,	PUNCT
easat-2033	58	21	shelter	shelter	NOUN
easat-2033	58	22	availability	availability	NOUN
easat-2033	58	23	,	,	PUNCT
easat-2033	58	24	electricity	electricity	NOUN
easat-2033	58	25	status	status	NOUN
easat-2033	58	26	,	,	PUNCT
easat-2033	58	27	evacuation	evacuation	NOUN
easat-2033	58	28	routes	route	NOUN
easat-2033	58	29	,	,	PUNCT
easat-2033	58	30	and	and	CCONJ
easat-2033	58	31	clothing	clothing	NOUN
easat-2033	58	32	needs	need	NOUN
easat-2033	58	33	.	.	PUNCT
easat-2033	59	1	this	this	DET
easat-2033	59	2	collected	collect	VERB
easat-2033	59	3	data	data	NOUN
easat-2033	59	4	is	be	AUX
easat-2033	59	5	then	then	ADV
easat-2033	59	6	categorized	categorize	VERB
easat-2033	59	7	systematically	systematically	ADV
easat-2033	59	8	to	to	PART
easat-2033	59	9	facilitate	facilitate	VERB
easat-2033	59	10	a	a	DET
easat-2033	59	11	clear	clear	ADJ
easat-2033	59	12	understanding	understanding	NOUN
easat-2033	59	13	of	of	ADP
easat-2033	59	14	the	the	DET
easat-2033	59	15	diverse	diverse	ADJ
easat-2033	59	16	dimensions	dimension	NOUN
easat-2033	59	17	of	of	ADP
easat-2033	59	18	disaster	disaster	NOUN
easat-2033	59	19	-	-	PUNCT
easat-2033	59	20	related	relate	VERB
easat-2033	59	21	challenges	challenge	NOUN
easat-2033	59	22	.	.	PUNCT
easat-2033	60	1	additionally	additionally	ADV
easat-2033	60	2	,	,	PUNCT
easat-2033	60	3	our	our	PRON
easat-2033	60	4	system	system	NOUN
easat-2033	60	5	incorporates	incorporate	VERB
easat-2033	60	6	sentiment	sentiment	NOUN
easat-2033	60	7	analysis	analysis	NOUN
easat-2033	60	8	to	to	PART
easat-2033	60	9	gauge	gauge	VERB
easat-2033	60	10	public	public	ADJ
easat-2033	60	11	opinion	opinion	NOUN
easat-2033	60	12	and	and	CCONJ
easat-2033	60	13	emotion	emotion	NOUN
easat-2033	60	14	analysis	analysis	NOUN
easat-2033	60	15	to	to	PART
easat-2033	60	16	understand	understand	VERB
easat-2033	60	17	the	the	DET
easat-2033	60	18	emotional	emotional	ADJ
easat-2033	60	19	tone	tone	NOUN
easat-2033	60	20	of	of	ADP
easat-2033	60	21	the	the	DET
easat-2033	60	22	collected	collect	VERB
easat-2033	60	23	data	datum	NOUN
easat-2033	60	24	.	.	PUNCT
easat-2033	61	1	to	to	PART
easat-2033	61	2	enhance	enhance	VERB
easat-2033	61	3	user	user	NOUN
easat-2033	61	4	accessibility	accessibility	NOUN
easat-2033	61	5	and	and	CCONJ
easat-2033	61	6	comprehension	comprehension	NOUN
easat-2033	61	7	,	,	PUNCT
easat-2033	61	8	we	we	PRON
easat-2033	61	9	have	have	AUX
easat-2033	61	10	implemented	implement	VERB
easat-2033	61	11	a	a	DET
easat-2033	61	12	user	user	NOUN
easat-2033	61	13	-	-	PUNCT
easat-2033	61	14	friendly	friendly	ADJ
easat-2033	61	15	dashboard	dashboard	NOUN
easat-2033	61	16	system	system	NOUN
easat-2033	61	17	for	for	ADP
easat-2033	61	18	data	data	NOUN
easat-2033	61	19	visualization	visualization	NOUN
easat-2033	61	20	.	.	PUNCT
easat-2033	62	1	this	this	DET
easat-2033	62	2	dashboard	dashboard	NOUN
easat-2033	62	3	serves	serve	VERB
easat-2033	62	4	as	as	ADP
easat-2033	62	5	a	a	DET
easat-2033	62	6	centralized	centralized	ADJ
easat-2033	62	7	platform	platform	NOUN
easat-2033	62	8	,	,	PUNCT
easat-2033	62	9	presenting	present	VERB
easat-2033	62	10	insightful	insightful	ADJ
easat-2033	62	11	visual	visual	ADJ
easat-2033	62	12	representations	representation	NOUN
easat-2033	62	13	of	of	ADP
easat-2033	62	14	the	the	DET
easat-2033	62	15	categorized	categorize	VERB
easat-2033	62	16	data	data	NOUN
easat-2033	62	17	,	,	PUNCT
easat-2033	62	18	sentiment	sentiment	NOUN
easat-2033	62	19	trends	trend	NOUN
easat-2033	62	20	,	,	PUNCT
easat-2033	62	21	and	and	CCONJ
easat-2033	62	22	emotional	emotional	ADJ
easat-2033	62	23	dynamics	dynamic	NOUN
easat-2033	62	24	,	,	PUNCT
easat-2033	62	25	thereby	thereby	ADV
easat-2033	62	26	providing	provide	VERB
easat-2033	62	27	valuable	valuable	ADJ
easat-2033	62	28	insights	insight	NOUN
easat-2033	62	29	for	for	ADP
easat-2033	62	30	efficient	efficient	ADJ
easat-2033	62	31	disaster	disaster	NOUN
easat-2033	62	32	response	response	NOUN
easat-2033	62	33	and	and	CCONJ
easat-2033	62	34	management	management	NOUN
easat-2033	62	35	.	.	PUNCT
easat-2033	63	1	each	each	PRON
easat-2033	63	2	of	of	ADP
easat-2033	63	3	system	system	NOUN
easat-2033	63	4	has	have	AUX
easat-2033	63	5	connected	connect	VERB
easat-2033	63	6	through	through	ADP
easat-2033	63	7	database	database	NOUN
easat-2033	63	8	,	,	PUNCT
easat-2033	63	9	database	database	NOUN
easat-2033	63	10	can	can	AUX
easat-2033	63	11	be	be	AUX
easat-2033	63	12	expanded	expand	VERB
easat-2033	63	13	as	as	SCONJ
easat-2033	63	14	data	datum	NOUN
easat-2033	63	15	will	will	AUX
easat-2033	63	16	grow	grow	VERB
easat-2033	63	17	overtime	overtime	NOUN
easat-2033	63	18	.	.	PUNCT
easat-2033	64	1	the	the	DET
easat-2033	64	2	main	main	ADJ
easat-2033	64	3	idea	idea	NOUN
easat-2033	64	4	of	of	ADP
easat-2033	64	5	this	this	DET
easat-2033	64	6	system	system	NOUN
easat-2033	64	7	is	be	AUX
easat-2033	64	8	to	to	PART
easat-2033	64	9	prevent	prevent	VERB
easat-2033	64	10	false	false	ADJ
easat-2033	64	11	data	datum	NOUN
easat-2033	64	12	and	and	CCONJ
easat-2033	64	13	making	make	VERB
easat-2033	64	14	best	good	ADJ
easat-2033	64	15	decision	decision	NOUN
easat-2033	64	16	based	base	VERB
easat-2033	64	17	on	on	ADP
easat-2033	64	18	fact	fact	NOUN
easat-2033	64	19	data	datum	NOUN
easat-2033	64	20	.	.	PUNCT
easat-2033	65	1	there	there	PRON
easat-2033	65	2	is	be	VERB
easat-2033	65	3	system	system	NOUN
easat-2033	65	4	to	to	PART
easat-2033	65	5	validate	validate	VERB
easat-2033	65	6	data	datum	NOUN
easat-2033	65	7	from	from	ADP
easat-2033	65	8	crowd	crowd	NOUN
easat-2033	65	9	sourcing	sourcing	NOUN
easat-2033	65	10	,	,	PUNCT
easat-2033	65	11	government	government	NOUN
easat-2033	65	12	and	and	CCONJ
easat-2033	65	13	other	other	ADJ
easat-2033	65	14	party	party	NOUN
easat-2033	65	15	can	can	AUX
easat-2033	65	16	contribute	contribute	VERB
easat-2033	65	17	data	datum	NOUN
easat-2033	65	18	and	and	CCONJ
easat-2033	65	19	validate	validate	VERB
easat-2033	65	20	them	they	PRON
easat-2033	65	21	in	in	ADP
easat-2033	65	22	one	one	NUM
easat-2033	65	23	station	station	NOUN
easat-2033	65	24	.	.	PUNCT
easat-2033	66	1	architecture	architecture	NOUN
easat-2033	66	2	of	of	ADP
easat-2033	66	3	the	the	DET
easat-2033	66	4	system	system	NOUN
easat-2033	66	5	are	be	AUX
easat-2033	66	6	important	important	ADJ
easat-2033	66	7	to	to	PART
easat-2033	66	8	expand	expand	VERB
easat-2033	66	9	the	the	DET
easat-2033	66	10	system	system	NOUN
easat-2033	66	11	into	into	ADP
easat-2033	66	12	bigger	big	ADJ
easat-2033	66	13	data	datum	NOUN
easat-2033	66	14	/	/	SYM
easat-2033	66	15	information	information	NOUN
easat-2033	66	16	.	.	PUNCT
easat-2033	67	1	172	172	NUM
easat-2033	67	2	edelweiss	edelweiss	PROPN
easat-2033	67	3	applied	apply	VERB
easat-2033	67	4	science	science	NOUN
easat-2033	67	5	and	and	CCONJ
easat-2033	67	6	technology	technology	NOUN
easat-2033	67	7	issn	issn	PROPN
easat-2033	67	8	:	:	PUNCT
easat-2033	67	9	2576	2576	NUM
easat-2033	67	10	-	-	SYM
easat-2033	67	11	8484	8484	NUM
easat-2033	67	12	vol	vol	NOUN
easat-2033	67	13	.	.	PROPN
easat-2033	67	14	8	8	NUM
easat-2033	67	15	,	,	PUNCT
easat-2033	67	16	no	no	INTJ
easat-2033	67	17	.	.	NOUN
easat-2033	68	1	6	6	NUM
easat-2033	68	2	:	:	SYM
easat-2033	68	3	169	169	NUM
easat-2033	68	4	-	-	SYM
easat-2033	68	5	183	183	NUM
easat-2033	68	6	,	,	PUNCT
easat-2033	68	7	2024	2024	NUM
easat-2033	68	8	doi	doi	NOUN
easat-2033	68	9	:	:	PUNCT
easat-2033	68	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	68	11	©	©	PROPN
easat-2033	68	12	2024	2024	NUM
easat-2033	68	13	by	by	ADP
easat-2033	68	14	the	the	DET
easat-2033	68	15	author	author	NOUN
easat-2033	68	16	;	;	PUNCT
easat-2033	68	17	licensee	licensee	PROPN
easat-2033	68	18	learning	learn	VERB
easat-2033	68	19	gate	gate	NOUN
easat-2033	68	20	figure	figure	NOUN
easat-2033	68	21	2	2	NUM
easat-2033	68	22	.	.	PUNCT
easat-2033	68	23	architecture	architecture	NOUN
easat-2033	68	24	model	model	NOUN
easat-2033	68	25	for	for	ADP
easat-2033	68	26	disaster	disaster	NOUN
easat-2033	68	27	response	response	NOUN
easat-2033	68	28	.	.	PUNCT
easat-2033	69	1	2.1	2.1	NUM
easat-2033	69	2	.	.	PUNCT
easat-2033	69	3	data	datum	NOUN
easat-2033	69	4	collection	collection	NOUN
easat-2033	69	5	in	in	ADP
easat-2033	69	6	our	our	PRON
easat-2033	69	7	research	research	NOUN
easat-2033	69	8	,	,	PUNCT
easat-2033	69	9	we	we	PRON
easat-2033	69	10	have	have	AUX
easat-2033	69	11	collected	collect	VERB
easat-2033	69	12	an	an	DET
easat-2033	69	13	extensive	extensive	ADJ
easat-2033	69	14	dataset	dataset	NOUN
easat-2033	69	15	comprising	comprising	NOUN
easat-2033	69	16	over	over	ADP
easat-2033	69	17	9,000	9,000	NUM
easat-2033	69	18	twitter	twitter	NOUN
easat-2033	69	19	posts	post	NOUN
easat-2033	69	20	focusing	focus	VERB
easat-2033	69	21	on	on	ADP
easat-2033	69	22	four	four	NUM
easat-2033	69	23	distinct	distinct	ADJ
easat-2033	69	24	disasters	disaster	NOUN
easat-2033	69	25	that	that	PRON
easat-2033	69	26	frequently	frequently	ADV
easat-2033	69	27	occur	occur	VERB
easat-2033	69	28	in	in	ADP
easat-2033	69	29	indonesia	indonesia	PROPN
easat-2033	69	30	due	due	ADP
easat-2033	69	31	to	to	ADP
easat-2033	69	32	its	its	PRON
easat-2033	69	33	geographical	geographical	ADJ
easat-2033	69	34	location	location	NOUN
easat-2033	69	35	on	on	ADP
easat-2033	69	36	the	the	DET
easat-2033	69	37	pacific	pacific	PROPN
easat-2033	69	38	"	"	PUNCT
easat-2033	69	39	ring	ring	NOUN
easat-2033	69	40	of	of	ADP
easat-2033	69	41	fire	fire	NOUN
easat-2033	69	42	.	.	PUNCT
easat-2033	69	43	"	"	PUNCT
easat-2033	70	1	[	[	X
easat-2033	70	2	11	11	NUM
easat-2033	70	3	]	]	PUNCT
easat-2033	70	4	.	.	PUNCT
easat-2033	71	1	this	this	DET
easat-2033	71	2	initial	initial	ADJ
easat-2033	71	3	dataset	dataset	NOUN
easat-2033	71	4	serves	serve	VERB
easat-2033	71	5	as	as	ADP
easat-2033	71	6	a	a	DET
easat-2033	71	7	foundation	foundation	NOUN
easat-2033	71	8	for	for	ADP
easat-2033	71	9	our	our	PRON
easat-2033	71	10	investigation	investigation	NOUN
easat-2033	71	11	into	into	ADP
easat-2033	71	12	the	the	DET
easat-2033	71	13	dynamics	dynamic	NOUN
easat-2033	71	14	of	of	ADP
easat-2033	71	15	disasters	disaster	NOUN
easat-2033	71	16	,	,	PUNCT
easat-2033	71	17	including	include	VERB
easat-2033	71	18	tsunamis	tsunamis	NOUN
easat-2033	71	19	,	,	PUNCT
easat-2033	71	20	earthquakes	earthquake	NOUN
easat-2033	71	21	,	,	PUNCT
easat-2033	71	22	floods	flood	NOUN
easat-2033	71	23	,	,	PUNCT
easat-2033	71	24	landslides	landslide	NOUN
easat-2033	71	25	,	,	PUNCT
easat-2033	71	26	droughts	drought	NOUN
easat-2033	71	27	,	,	PUNCT
easat-2033	71	28	and	and	CCONJ
easat-2033	71	29	forest	forest	NOUN
easat-2033	71	30	fires	fire	NOUN
easat-2033	71	31	.	.	PUNCT
easat-2033	72	1	recognizing	recognize	VERB
easat-2033	72	2	the	the	DET
easat-2033	72	3	evolving	evolve	VERB
easat-2033	72	4	nature	nature	NOUN
easat-2033	72	5	of	of	ADP
easat-2033	72	6	disaster	disaster	NOUN
easat-2033	72	7	events	event	NOUN
easat-2033	72	8	,	,	PUNCT
easat-2033	72	9	our	our	PRON
easat-2033	72	10	research	research	NOUN
easat-2033	72	11	aims	aim	VERB
easat-2033	72	12	to	to	PART
easat-2033	72	13	expand	expand	VERB
easat-2033	72	14	its	its	PRON
easat-2033	72	15	scope	scope	NOUN
easat-2033	72	16	by	by	ADP
easat-2033	72	17	incorporating	incorporate	VERB
easat-2033	72	18	data	datum	NOUN
easat-2033	72	19	from	from	ADP
easat-2033	72	20	crowd	crowd	NOUN
easat-2033	72	21	-	-	PUNCT
easat-2033	72	22	sourcing	source	VERB
easat-2033	72	23	platforms	platform	NOUN
easat-2033	72	24	and	and	CCONJ
easat-2033	72	25	other	other	ADJ
easat-2033	72	26	social	social	ADJ
easat-2033	72	27	media	medium	NOUN
easat-2033	72	28	channels	channel	NOUN
easat-2033	72	29	.	.	PUNCT
easat-2033	73	1	indonesia	indonesia	PROPN
easat-2033	73	2	's	's	PART
easat-2033	73	3	vulnerability	vulnerability	NOUN
easat-2033	73	4	to	to	ADP
easat-2033	73	5	a	a	DET
easat-2033	73	6	spectrum	spectrum	NOUN
easat-2033	73	7	of	of	ADP
easat-2033	73	8	natural	natural	ADJ
easat-2033	73	9	disasters	disaster	NOUN
easat-2033	73	10	necessitates	necessitate	VERB
easat-2033	73	11	a	a	DET
easat-2033	73	12	comprehensive	comprehensive	ADJ
easat-2033	73	13	approach	approach	NOUN
easat-2033	73	14	to	to	ADP
easat-2033	73	15	understanding	understanding	NOUN
easat-2033	73	16	and	and	CCONJ
easat-2033	73	17	mitigating	mitigate	VERB
easat-2033	73	18	their	their	PRON
easat-2033	73	19	impact	impact	NOUN
easat-2033	73	20	,	,	PUNCT
easat-2033	73	21	and	and	CCONJ
easat-2033	73	22	the	the	DET
easat-2033	73	23	integration	integration	NOUN
easat-2033	73	24	of	of	ADP
easat-2033	73	25	real	real	ADJ
easat-2033	73	26	-	-	PUNCT
easat-2033	73	27	time	time	NOUN
easat-2033	73	28	information	information	NOUN
easat-2033	73	29	from	from	ADP
easat-2033	73	30	diverse	diverse	ADJ
easat-2033	73	31	sources	source	NOUN
easat-2033	73	32	will	will	AUX
easat-2033	73	33	contribute	contribute	VERB
easat-2033	73	34	to	to	ADP
easat-2033	73	35	the	the	DET
easat-2033	73	36	development	development	NOUN
easat-2033	73	37	of	of	ADP
easat-2033	73	38	a	a	DET
easat-2033	73	39	robust	robust	ADJ
easat-2033	73	40	and	and	CCONJ
easat-2033	73	41	adaptable	adaptable	ADJ
easat-2033	73	42	disaster	disaster	NOUN
easat-2033	73	43	response	response	NOUN
easat-2033	73	44	system	system	NOUN
easat-2033	73	45	.	.	PUNCT
easat-2033	74	1	173	173	NUM
easat-2033	74	2	edelweiss	edelweiss	PROPN
easat-2033	74	3	applied	apply	VERB
easat-2033	74	4	science	science	NOUN
easat-2033	74	5	and	and	CCONJ
easat-2033	74	6	technology	technology	NOUN
easat-2033	74	7	issn	issn	PROPN
easat-2033	74	8	:	:	PUNCT
easat-2033	74	9	2576	2576	NUM
easat-2033	74	10	-	-	SYM
easat-2033	74	11	8484	8484	NUM
easat-2033	74	12	vol	vol	NOUN
easat-2033	74	13	.	.	PROPN
easat-2033	74	14	8	8	NUM
easat-2033	74	15	,	,	PUNCT
easat-2033	74	16	no	no	INTJ
easat-2033	74	17	.	.	NOUN
easat-2033	75	1	6	6	NUM
easat-2033	75	2	:	:	SYM
easat-2033	75	3	169	169	NUM
easat-2033	75	4	-	-	SYM
easat-2033	75	5	183	183	NUM
easat-2033	75	6	,	,	PUNCT
easat-2033	75	7	2024	2024	NUM
easat-2033	75	8	doi	doi	NOUN
easat-2033	75	9	:	:	PUNCT
easat-2033	75	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	75	11	©	©	PROPN
easat-2033	75	12	2024	2024	NUM
easat-2033	75	13	by	by	ADP
easat-2033	75	14	the	the	DET
easat-2033	75	15	author	author	NOUN
easat-2033	75	16	;	;	PUNCT
easat-2033	75	17	licensee	licensee	PROPN
easat-2033	75	18	learning	learn	VERB
easat-2033	75	19	gate	gate	PROPN
easat-2033	75	20	figure	figure	NOUN
easat-2033	75	21	3	3	NUM
easat-2033	75	22	.	.	PUNCT
easat-2033	76	1	distribution	distribution	NOUN
easat-2033	76	2	of	of	ADP
easat-2033	76	3	labels	label	NOUN
easat-2033	76	4	1	1	NUM
easat-2033	76	5	for	for	ADP
easat-2033	76	6	positive	positive	ADJ
easat-2033	76	7	and	and	CCONJ
easat-2033	76	8	-1	-1	ADV
easat-2033	76	9	for	for	ADP
easat-2033	76	10	negative	negative	ADJ
easat-2033	76	11	.	.	PUNCT
easat-2033	77	1	2.2	2.2	NUM
easat-2033	77	2	.	.	PUNCT
easat-2033	78	1	pre	pre	VERB
easat-2033	78	2	-	-	ADJ
easat-2033	78	3	processing	process	VERB
easat-2033	78	4	the	the	DET
easat-2033	78	5	preprocessing	preprocessing	NOUN
easat-2033	78	6	pipeline	pipeline	NOUN
easat-2033	78	7	for	for	ADP
easat-2033	78	8	textual	textual	ADJ
easat-2033	78	9	data	datum	NOUN
easat-2033	78	10	encompasses	encompass	VERB
easat-2033	78	11	a	a	DET
easat-2033	78	12	series	series	NOUN
easat-2033	78	13	of	of	ADP
easat-2033	78	14	essential	essential	ADJ
easat-2033	78	15	steps	step	NOUN
easat-2033	78	16	aimed	aim	VERB
easat-2033	78	17	at	at	ADP
easat-2033	78	18	refining	refine	VERB
easat-2033	78	19	raw	raw	ADJ
easat-2033	78	20	text	text	NOUN
easat-2033	78	21	into	into	ADP
easat-2033	78	22	a	a	DET
easat-2033	78	23	format	format	NOUN
easat-2033	78	24	conducive	conducive	ADJ
easat-2033	78	25	to	to	ADP
easat-2033	78	26	effective	effective	ADJ
easat-2033	78	27	natural	natural	ADJ
easat-2033	78	28	language	language	NOUN
easat-2033	78	29	processing	processing	NOUN
easat-2033	78	30	(	(	PUNCT
easat-2033	78	31	nlp	nlp	NOUN
easat-2033	78	32	)	)	PUNCT
easat-2033	79	1	[	[	X
easat-2033	79	2	12	12	NUM
easat-2033	79	3	]	]	PUNCT
easat-2033	79	4	.	.	PUNCT
easat-2033	80	1	case	case	NOUN
easat-2033	80	2	folding	folding	NOUN
easat-2033	80	3	initiates	initiate	VERB
easat-2033	80	4	this	this	DET
easat-2033	80	5	process	process	NOUN
easat-2033	80	6	by	by	ADP
easat-2033	80	7	converting	convert	VERB
easat-2033	80	8	all	all	DET
easat-2033	80	9	characters	character	NOUN
easat-2033	80	10	to	to	PART
easat-2033	80	11	lowercase	lowercase	VERB
easat-2033	80	12	,	,	PUNCT
easat-2033	80	13	ensuring	ensure	VERB
easat-2033	80	14	uniformity	uniformity	NOUN
easat-2033	80	15	and	and	CCONJ
easat-2033	80	16	eliminating	eliminate	VERB
easat-2033	80	17	discrepancies	discrepancy	NOUN
easat-2033	80	18	arising	arise	VERB
easat-2033	80	19	from	from	ADP
easat-2033	80	20	differing	differ	VERB
easat-2033	80	21	letter	letter	NOUN
easat-2033	80	22	cases	case	NOUN
easat-2033	80	23	.	.	PUNCT
easat-2033	81	1	subsequently	subsequently	ADV
easat-2033	81	2	,	,	PUNCT
easat-2033	81	3	the	the	DET
easat-2033	81	4	cleansing	cleansing	NOUN
easat-2033	81	5	phase	phase	NOUN
easat-2033	81	6	involves	involve	VERB
easat-2033	81	7	the	the	DET
easat-2033	81	8	removal	removal	NOUN
easat-2033	81	9	of	of	ADP
easat-2033	81	10	extraneous	extraneous	ADJ
easat-2033	81	11	characters	character	NOUN
easat-2033	81	12	,	,	PUNCT
easat-2033	81	13	symbols	symbol	NOUN
easat-2033	81	14	,	,	PUNCT
easat-2033	81	15	or	or	CCONJ
easat-2033	81	16	html	html	NOUN
easat-2033	81	17	tags	tag	NOUN
easat-2033	81	18	,	,	PUNCT
easat-2033	81	19	further	far	ADV
easat-2033	81	20	enhancing	enhance	VERB
easat-2033	81	21	the	the	DET
easat-2033	81	22	cleanliness	cleanliness	NOUN
easat-2033	81	23	and	and	CCONJ
easat-2033	81	24	coherence	coherence	NOUN
easat-2033	81	25	of	of	ADP
easat-2033	81	26	the	the	DET
easat-2033	81	27	text	text	NOUN
easat-2033	81	28	.	.	PUNCT
easat-2033	82	1	stopword	stopword	PROPN
easat-2033	82	2	removal	removal	PROPN
easat-2033	82	3	follows	follow	VERB
easat-2033	82	4	,	,	PUNCT
easat-2033	82	5	targeting	target	VERB
easat-2033	82	6	common	common	ADJ
easat-2033	82	7	words	word	NOUN
easat-2033	82	8	that	that	PRON
easat-2033	82	9	contribute	contribute	VERB
easat-2033	82	10	little	little	ADJ
easat-2033	82	11	semantic	semantic	ADJ
easat-2033	82	12	meaning	meaning	NOUN
easat-2033	82	13	,	,	PUNCT
easat-2033	82	14	streamlining	streamline	VERB
easat-2033	82	15	the	the	DET
easat-2033	82	16	dataset	dataset	NOUN
easat-2033	82	17	for	for	ADP
easat-2033	82	18	more	more	ADV
easat-2033	82	19	meaningful	meaningful	ADJ
easat-2033	82	20	analysis	analysis	NOUN
easat-2033	82	21	[	[	X
easat-2033	82	22	13	13	NUM
easat-2033	82	23	]	]	PUNCT
easat-2033	82	24	.	.	PUNCT
easat-2033	83	1	tokenization	tokenization	NOUN
easat-2033	83	2	plays	play	VERB
easat-2033	83	3	a	a	DET
easat-2033	83	4	pivotal	pivotal	ADJ
easat-2033	83	5	role	role	NOUN
easat-2033	83	6	in	in	ADP
easat-2033	83	7	breaking	break	VERB
easat-2033	83	8	down	down	ADP
easat-2033	83	9	sentences	sentence	NOUN
easat-2033	83	10	into	into	ADP
easat-2033	83	11	individual	individual	ADJ
easat-2033	83	12	words	word	NOUN
easat-2033	83	13	or	or	CCONJ
easat-2033	83	14	tokens	token	NOUN
easat-2033	83	15	,	,	PUNCT
easat-2033	83	16	facilitating	facilitate	VERB
easat-2033	83	17	subsequent	subsequent	ADJ
easat-2033	83	18	feature	feature	NOUN
easat-2033	83	19	extraction	extraction	NOUN
easat-2033	83	20	and	and	CCONJ
easat-2033	83	21	analysis	analysis	NOUN
easat-2033	83	22	.	.	PUNCT
easat-2033	84	1	object	object	NOUN
easat-2033	84	2	stemming	stemming	NOUN
easat-2033	84	3	is	be	AUX
easat-2033	84	4	then	then	ADV
easat-2033	84	5	employed	employ	VERB
easat-2033	84	6	to	to	PART
easat-2033	84	7	reduce	reduce	VERB
easat-2033	84	8	words	word	NOUN
easat-2033	84	9	to	to	ADP
easat-2033	84	10	their	their	PRON
easat-2033	84	11	root	root	NOUN
easat-2033	84	12	form	form	NOUN
easat-2033	84	13	,	,	PUNCT
easat-2033	84	14	aiding	aid	VERB
easat-2033	84	15	in	in	ADP
easat-2033	84	16	the	the	DET
easat-2033	84	17	consolidation	consolidation	NOUN
easat-2033	84	18	of	of	ADP
easat-2033	84	19	related	related	ADJ
easat-2033	84	20	terms	term	NOUN
easat-2033	84	21	.	.	PUNCT
easat-2033	85	1	label	label	NOUN
easat-2033	85	2	encoding	encoding	NOUN
easat-2033	85	3	is	be	AUX
easat-2033	85	4	utilized	utilize	VERB
easat-2033	85	5	to	to	PART
easat-2033	85	6	convert	convert	VERB
easat-2033	85	7	categorical	categorical	ADJ
easat-2033	85	8	labels	label	NOUN
easat-2033	85	9	into	into	ADP
easat-2033	85	10	numerical	numerical	ADJ
easat-2033	85	11	representations	representation	NOUN
easat-2033	85	12	,	,	PUNCT
easat-2033	85	13	a	a	DET
easat-2033	85	14	crucial	crucial	ADJ
easat-2033	85	15	step	step	NOUN
easat-2033	85	16	in	in	ADP
easat-2033	85	17	preparing	prepare	VERB
easat-2033	85	18	data	datum	NOUN
easat-2033	85	19	for	for	ADP
easat-2033	85	20	machine	machine	NOUN
easat-2033	85	21	learning	learning	NOUN
easat-2033	85	22	models	model	NOUN
easat-2033	85	23	[	[	X
easat-2033	85	24	14	14	NUM
easat-2033	85	25	]	]	PUNCT
easat-2033	85	26	.	.	PUNCT
easat-2033	86	1	finally	finally	ADV
easat-2033	86	2	,	,	PUNCT
easat-2033	86	3	the	the	DET
easat-2033	86	4	tf	tf	PROPN
easat-2033	86	5	-	-	PUNCT
easat-2033	86	6	idf	idf	ADJ
easat-2033	86	7	(	(	PUNCT
easat-2033	86	8	term	term	NOUN
easat-2033	86	9	frequency	frequency	NOUN
easat-2033	86	10	-	-	PUNCT
easat-2033	86	11	inverse	inverse	NOUN
easat-2033	86	12	document	document	NOUN
easat-2033	86	13	frequency	frequency	NOUN
easat-2033	86	14	)	)	PUNCT
easat-2033	86	15	vectorizer	vectorizer	NOUN
easat-2033	86	16	methodology	methodology	NOUN
easat-2033	86	17	is	be	AUX
easat-2033	86	18	applied	apply	VERB
easat-2033	86	19	to	to	PART
easat-2033	86	20	transform	transform	VERB
easat-2033	86	21	the	the	DET
easat-2033	86	22	tokenized	tokenize	VERB
easat-2033	86	23	and	and	CCONJ
easat-2033	86	24	stemmed	stem	VERB
easat-2033	86	25	data	datum	NOUN
easat-2033	86	26	into	into	ADP
easat-2033	86	27	numerical	numerical	ADJ
easat-2033	86	28	vectors	vector	NOUN
easat-2033	86	29	,	,	PUNCT
easat-2033	86	30	emphasizing	emphasize	VERB
easat-2033	86	31	the	the	DET
easat-2033	86	32	importance	importance	NOUN
easat-2033	86	33	of	of	ADP
easat-2033	86	34	words	word	NOUN
easat-2033	86	35	within	within	ADP
easat-2033	86	36	the	the	DET
easat-2033	86	37	corpus	corpus	NOUN
easat-2033	86	38	[	[	X
easat-2033	86	39	15	15	NUM
easat-2033	86	40	]	]	PUNCT
easat-2033	86	41	.	.	PUNCT
easat-2033	87	1	this	this	DET
easat-2033	87	2	comprehensive	comprehensive	ADJ
easat-2033	87	3	methodology	methodology	NOUN
easat-2033	87	4	,	,	PUNCT
easat-2033	87	5	incorporating	incorporate	VERB
easat-2033	87	6	case	case	NOUN
easat-2033	87	7	folding	folding	NOUN
easat-2033	87	8	,	,	PUNCT
easat-2033	87	9	cleansing	cleansing	NOUN
easat-2033	87	10	,	,	PUNCT
easat-2033	87	11	stopword	stopword	NOUN
easat-2033	87	12	removal	removal	NOUN
easat-2033	87	13	,	,	PUNCT
easat-2033	87	14	tokenization	tokenization	NOUN
easat-2033	87	15	,	,	PUNCT
easat-2033	87	16	object	object	VERB
easat-2033	87	17	stemming	stemming	NOUN
easat-2033	87	18	,	,	PUNCT
easat-2033	87	19	label	label	NOUN
easat-2033	87	20	encoding	encoding	NOUN
easat-2033	87	21	,	,	PUNCT
easat-2033	87	22	and	and	CCONJ
easat-2033	87	23	tf	tf	PROPN
easat-2033	87	24	-	-	PUNCT
easat-2033	87	25	idf	idf	PROPN
easat-2033	87	26	vectorization	vectorization	NOUN
easat-2033	87	27	,	,	PUNCT
easat-2033	87	28	lays	lay	VERB
easat-2033	87	29	the	the	DET
easat-2033	87	30	foundation	foundation	NOUN
easat-2033	87	31	for	for	ADP
easat-2033	87	32	robust	robust	ADJ
easat-2033	87	33	and	and	CCONJ
easat-2033	87	34	meaningful	meaningful	ADJ
easat-2033	87	35	analysis	analysis	NOUN
easat-2033	87	36	in	in	ADP
easat-2033	87	37	various	various	ADJ
easat-2033	87	38	nlp	nlp	NOUN
easat-2033	87	39	applications	application	NOUN
easat-2033	87	40	.	.	PUNCT
easat-2033	88	1	the	the	DET
easat-2033	88	2	paper	paper	NOUN
easat-2033	88	3	navigates	navigate	VERB
easat-2033	88	4	through	through	ADP
easat-2033	88	5	the	the	DET
easat-2033	88	6	intricacies	intricacy	NOUN
easat-2033	88	7	of	of	ADP
easat-2033	88	8	each	each	DET
easat-2033	88	9	step	step	NOUN
easat-2033	88	10	,	,	PUNCT
easat-2033	88	11	elucidating	elucidate	VERB
easat-2033	88	12	their	their	PRON
easat-2033	88	13	individual	individual	ADJ
easat-2033	88	14	contributions	contribution	NOUN
easat-2033	88	15	and	and	CCONJ
easat-2033	88	16	collective	collective	ADJ
easat-2033	88	17	impact	impact	NOUN
easat-2033	88	18	on	on	ADP
easat-2033	88	19	optimizing	optimize	VERB
easat-2033	88	20	textual	textual	ADJ
easat-2033	88	21	data	datum	NOUN
easat-2033	88	22	for	for	ADP
easat-2033	88	23	subsequent	subsequent	ADJ
easat-2033	88	24	processing	processing	NOUN
easat-2033	88	25	and	and	CCONJ
easat-2033	88	26	analysis	analysis	NOUN
easat-2033	88	27	[	[	X
easat-2033	88	28	16	16	NUM
easat-2033	88	29	]	]	PUNCT
easat-2033	88	30	.	.	PUNCT
easat-2033	89	1	174	174	NUM
easat-2033	89	2	edelweiss	edelweiss	PROPN
easat-2033	89	3	applied	apply	VERB
easat-2033	89	4	science	science	NOUN
easat-2033	89	5	and	and	CCONJ
easat-2033	89	6	technology	technology	NOUN
easat-2033	89	7	issn	issn	PROPN
easat-2033	89	8	:	:	PUNCT
easat-2033	89	9	2576	2576	NUM
easat-2033	89	10	-	-	SYM
easat-2033	89	11	8484	8484	NUM
easat-2033	89	12	vol	vol	NOUN
easat-2033	89	13	.	.	PROPN
easat-2033	89	14	8	8	NUM
easat-2033	89	15	,	,	PUNCT
easat-2033	89	16	no	no	INTJ
easat-2033	89	17	.	.	NOUN
easat-2033	90	1	6	6	NUM
easat-2033	90	2	:	:	SYM
easat-2033	90	3	169	169	NUM
easat-2033	90	4	-	-	SYM
easat-2033	90	5	183	183	NUM
easat-2033	90	6	,	,	PUNCT
easat-2033	90	7	2024	2024	NUM
easat-2033	90	8	doi	doi	NOUN
easat-2033	90	9	:	:	PUNCT
easat-2033	90	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	90	11	©	©	PROPN
easat-2033	90	12	2024	2024	NUM
easat-2033	90	13	by	by	ADP
easat-2033	90	14	the	the	DET
easat-2033	90	15	author	author	NOUN
easat-2033	90	16	;	;	PUNCT
easat-2033	90	17	licensee	licensee	PROPN
easat-2033	90	18	learning	learn	VERB
easat-2033	90	19	gate	gate	NOUN
easat-2033	90	20	in	in	ADP
easat-2033	90	21	this	this	DET
easat-2033	90	22	case	case	NOUN
easat-2033	90	23	,	,	PUNCT
easat-2033	90	24	term	term	NOUN
easat-2033	90	25	frequency	frequency	NOUN
easat-2033	90	26	inverse	inverse	NOUN
easat-2033	90	27	document	document	NOUN
easat-2033	90	28	frequency	frequency	NOUN
easat-2033	90	29	(	(	PUNCT
easat-2033	90	30	tf	tf	PROPN
easat-2033	90	31	-	-	PUNCT
easat-2033	90	32	idf	idf	NOUN
easat-2033	90	33	)	)	PUNCT
easat-2033	90	34	is	be	AUX
easat-2033	90	35	used	use	VERB
easat-2033	90	36	to	to	PART
easat-2033	90	37	convert	convert	VERB
easat-2033	90	38	text	text	NOUN
easat-2033	90	39	into	into	ADP
easat-2033	90	40	a	a	DET
easat-2033	90	41	value	value	NOUN
easat-2033	90	42	[	[	X
easat-2033	90	43	1	1	NUM
easat-2033	90	44	]	]	PUNCT
easat-2033	90	45	so	so	SCONJ
easat-2033	90	46	that	that	SCONJ
easat-2033	90	47	it	it	PRON
easat-2033	90	48	can	can	AUX
easat-2033	90	49	be	be	AUX
easat-2033	90	50	calculated	calculate	VERB
easat-2033	90	51	using	use	VERB
easat-2033	90	52	k	k	ADJ
easat-2033	90	53	-	-	PUNCT
easat-2033	90	54	means	means	NOUN
easat-2033	90	55	clustering	clustering	NOUN
easat-2033	90	56	.	.	PUNCT
easat-2033	91	1	following	follow	VERB
easat-2033	91	2	are	be	AUX
easat-2033	91	3	the	the	DET
easat-2033	91	4	equations	equation	NOUN
easat-2033	91	5	for	for	ADP
easat-2033	91	6	tfidf	tfidf	NOUN
easat-2033	91	7	:	:	PUNCT
easat-2033	92	1	𝑊𝑑𝑡	𝑊𝑑𝑡	PROPN
easat-2033	92	2	=	=	SYM
easat-2033	92	3	𝑡𝑓𝑑𝑡	𝑡𝑓𝑑𝑡	NOUN
easat-2033	92	4	∗	∗	NOUN
easat-2033	92	5	𝐼𝑑𝑓𝑡	𝐼𝑑𝑓𝑡	PROPN
easat-2033	92	6	(	(	PUNCT
easat-2033	92	7	1	1	NUM
easat-2033	92	8	)	)	PUNCT
easat-2033	92	9	in	in	ADP
easat-2033	92	10	this	this	DET
easat-2033	92	11	context	context	NOUN
easat-2033	92	12	,	,	PUNCT
easat-2033	92	13	𝑊𝑑𝑡	𝑊𝑑𝑡	PROPN
easat-2033	92	14	represents	represent	VERB
easat-2033	92	15	the	the	DET
easat-2033	92	16	weight	weight	NOUN
easat-2033	92	17	of	of	ADP
easat-2033	92	18	the	the	DET
easat-2033	92	19	d	d	PROPN
easat-2033	92	20	document	document	NOUN
easat-2033	92	21	against	against	ADP
easat-2033	92	22	the	the	DET
easat-2033	92	23	t	t	NOUN
easat-2033	92	24	-	-	PUNCT
easat-2033	92	25	word	word	NOUN
easat-2033	92	26	,	,	PUNCT
easat-2033	92	27	𝑡𝑓𝑑𝑡	𝑡𝑓𝑑𝑡	NOUN
easat-2033	92	28	denotes	denote	VERB
easat-2033	92	29	the	the	DET
easat-2033	92	30	number	number	NOUN
easat-2033	92	31	of	of	ADP
easat-2033	92	32	times	time	NOUN
easat-2033	92	33	the	the	DET
easat-2033	92	34	word	word	NOUN
easat-2033	92	35	is	be	AUX
easat-2033	92	36	searched	search	VERB
easat-2033	92	37	for	for	ADP
easat-2033	92	38	in	in	ADP
easat-2033	92	39	a	a	DET
easat-2033	92	40	document	document	NOUN
easat-2033	92	41	,	,	PUNCT
easat-2033	92	42	and	and	CCONJ
easat-2033	92	43	𝐼𝑑𝑓𝑡	𝐼𝑑𝑓𝑡	PROPN
easat-2033	92	44	is	be	AUX
easat-2033	92	45	the	the	DET
easat-2033	92	46	inverse	inverse	ADJ
easat-2033	92	47	document	document	NOUN
easat-2033	92	48	frequency	frequency	NOUN
easat-2033	92	49	calculated	calculate	VERB
easat-2033	92	50	as	as	ADP
easat-2033	92	51	(	(	PUNCT
easat-2033	92	52	log	log	NOUN
easat-2033	92	53	(	(	PUNCT
easat-2033	92	54	𝑁	𝑁	PROPN
easat-2033	92	55	𝑑𝑓	𝑑𝑓	PROPN
easat-2033	92	56	)	)	PUNCT
easat-2033	92	57	)	)	PUNCT
easat-2033	92	58	,	,	PUNCT
easat-2033	92	59	where	where	SCONJ
easat-2033	92	60	𝑁	𝑁	PROPN
easat-2033	92	61	is	be	AUX
easat-2033	92	62	the	the	DET
easat-2033	92	63	total	total	ADJ
easat-2033	92	64	number	number	NOUN
easat-2033	92	65	of	of	ADP
easat-2033	92	66	documents	document	NOUN
easat-2033	92	67	and	and	CCONJ
easat-2033	92	68	𝑑𝑓	𝑑𝑓	PROPN
easat-2033	92	69	is	be	AUX
easat-2033	92	70	the	the	DET
easat-2033	92	71	number	number	NOUN
easat-2033	92	72	of	of	ADP
easat-2033	92	73	documents	document	NOUN
easat-2033	92	74	containing	contain	VERB
easat-2033	92	75	the	the	DET
easat-2033	92	76	searched	search	VERB
easat-2033	92	77	word	word	NOUN
easat-2033	92	78	.	.	PUNCT
easat-2033	93	1	2.3	2.3	NUM
easat-2033	93	2	.	.	PUNCT
easat-2033	94	1	sentiment	sentiment	NOUN
easat-2033	94	2	analysis	analysis	NOUN
easat-2033	94	3	sentiment	sentiment	NOUN
easat-2033	94	4	analysis	analysis	NOUN
easat-2033	94	5	,	,	PUNCT
easat-2033	94	6	also	also	ADV
easat-2033	94	7	known	know	VERB
easat-2033	94	8	as	as	ADP
easat-2033	94	9	sentiment	sentiment	NOUN
easat-2033	94	10	analysis	analysis	NOUN
easat-2033	94	11	or	or	CCONJ
easat-2033	94	12	opinion	opinion	NOUN
easat-2033	94	13	mining	mining	NOUN
easat-2033	94	14	,	,	PUNCT
easat-2033	94	15	is	be	AUX
easat-2033	94	16	a	a	DET
easat-2033	94	17	discipline	discipline	NOUN
easat-2033	94	18	in	in	ADP
easat-2033	94	19	natural	natural	ADJ
easat-2033	94	20	language	language	NOUN
easat-2033	94	21	processing	processing	NOUN
easat-2033	94	22	that	that	PRON
easat-2033	94	23	aims	aim	VERB
easat-2033	94	24	to	to	PART
easat-2033	94	25	identify	identify	VERB
easat-2033	94	26	,	,	PUNCT
easat-2033	94	27	analyze	analyze	VERB
easat-2033	94	28	,	,	PUNCT
easat-2033	94	29	and	and	CCONJ
easat-2033	94	30	evaluate	evaluate	VERB
easat-2033	94	31	sentiments	sentiment	NOUN
easat-2033	94	32	or	or	CCONJ
easat-2033	94	33	opinions	opinion	NOUN
easat-2033	94	34	contained	contain	VERB
easat-2033	94	35	in	in	ADP
easat-2033	94	36	text	text	NOUN
easat-2033	94	37	[	[	X
easat-2033	94	38	18	18	NUM
easat-2033	94	39	]	]	PUNCT
easat-2033	94	40	.	.	PUNCT
easat-2033	95	1	the	the	DET
easat-2033	95	2	focus	focus	NOUN
easat-2033	95	3	is	be	AUX
easat-2033	95	4	on	on	ADP
easat-2033	95	5	determining	determine	VERB
easat-2033	95	6	whether	whether	SCONJ
easat-2033	95	7	the	the	DET
easat-2033	95	8	text	text	NOUN
easat-2033	95	9	contains	contain	VERB
easat-2033	95	10	positive	positive	ADJ
easat-2033	95	11	,	,	PUNCT
easat-2033	95	12	negative	negative	ADJ
easat-2033	95	13	,	,	PUNCT
easat-2033	95	14	or	or	CCONJ
easat-2033	95	15	neutral	neutral	ADJ
easat-2033	95	16	sentiments	sentiment	NOUN
easat-2033	95	17	related	relate	VERB
easat-2033	95	18	to	to	ADP
easat-2033	95	19	a	a	DET
easat-2033	95	20	particular	particular	ADJ
easat-2033	95	21	subject	subject	NOUN
easat-2033	95	22	or	or	CCONJ
easat-2033	95	23	topic	topic	NOUN
easat-2033	95	24	.	.	PUNCT
easat-2033	96	1	using	use	VERB
easat-2033	96	2	techniques	technique	NOUN
easat-2033	96	3	such	such	ADJ
easat-2033	96	4	as	as	ADP
easat-2033	96	5	machine	machine	NOUN
easat-2033	96	6	learning	learning	NOUN
easat-2033	96	7	and	and	CCONJ
easat-2033	96	8	statistical	statistical	ADJ
easat-2033	96	9	analysis	analysis	NOUN
easat-2033	96	10	,	,	PUNCT
easat-2033	96	11	sentiment	sentiment	NOUN
easat-2033	96	12	analysis	analysis	NOUN
easat-2033	96	13	is	be	AUX
easat-2033	96	14	widely	widely	ADV
easat-2033	96	15	used	use	VERB
easat-2033	96	16	in	in	ADP
easat-2033	96	17	a	a	DET
easat-2033	96	18	variety	variety	NOUN
easat-2033	96	19	of	of	ADP
easat-2033	96	20	contexts	contexts	NOUN
easat-2033	96	21	,	,	PUNCT
easat-2033	96	22	including	include	VERB
easat-2033	96	23	in	in	ADP
easat-2033	96	24	understanding	understand	VERB
easat-2033	96	25	customer	customer	NOUN
easat-2033	96	26	opinions	opinion	NOUN
easat-2033	96	27	on	on	ADP
easat-2033	96	28	products	product	NOUN
easat-2033	96	29	,	,	PUNCT
easat-2033	96	30	assessing	assess	VERB
easat-2033	96	31	social	social	ADJ
easat-2033	96	32	responses	response	NOUN
easat-2033	96	33	to	to	ADP
easat-2033	96	34	news	news	NOUN
easat-2033	96	35	,	,	PUNCT
easat-2033	96	36	and	and	CCONJ
easat-2033	96	37	providing	provide	VERB
easat-2033	96	38	valuable	valuable	ADJ
easat-2033	96	39	insights	insight	NOUN
easat-2033	96	40	for	for	ADP
easat-2033	96	41	text	text	NOUN
easat-2033	96	42	-	-	PUNCT
easat-2033	96	43	based	base	VERB
easat-2033	96	44	decision	decision	NOUN
easat-2033	96	45	-	-	PUNCT
easat-2033	96	46	making	making	NOUN
easat-2033	96	47	[	[	X
easat-2033	96	48	19	19	NUM
easat-2033	96	49	]	]	PUNCT
easat-2033	96	50	.	.	PUNCT
easat-2033	97	1	2.4	2.4	NUM
easat-2033	97	2	.	.	PUNCT
easat-2033	98	1	knn	knn	PROPN
easat-2033	99	1	k	k	ADJ
easat-2033	99	2	-	-	PUNCT
easat-2033	99	3	nearest	near	ADJ
easat-2033	99	4	neighbors	neighbor	NOUN
easat-2033	99	5	(	(	PUNCT
easat-2033	99	6	knn	knn	PROPN
easat-2033	99	7	)	)	PUNCT
easat-2033	99	8	is	be	AUX
easat-2033	99	9	one	one	NUM
easat-2033	99	10	of	of	ADP
easat-2033	99	11	the	the	DET
easat-2033	99	12	simple	simple	ADJ
easat-2033	99	13	and	and	CCONJ
easat-2033	99	14	commonly	commonly	ADV
easat-2033	99	15	used	use	VERB
easat-2033	99	16	classification	classification	NOUN
easat-2033	99	17	algorithms	algorithm	NOUN
easat-2033	99	18	in	in	ADP
easat-2033	99	19	machine	machine	NOUN
easat-2033	99	20	learning	learn	VERB
easat-2033	99	21	[	[	X
easat-2033	99	22	20	20	NUM
easat-2033	99	23	]	]	PUNCT
easat-2033	99	24	.	.	PUNCT
easat-2033	100	1	the	the	DET
easat-2033	100	2	fundamental	fundamental	ADJ
easat-2033	100	3	concept	concept	NOUN
easat-2033	100	4	of	of	ADP
easat-2033	100	5	knn	knn	PROPN
easat-2033	100	6	involves	involve	VERB
easat-2033	100	7	classifying	classify	VERB
easat-2033	100	8	data	datum	NOUN
easat-2033	100	9	based	base	VERB
easat-2033	100	10	on	on	ADP
easat-2033	100	11	the	the	DET
easat-2033	100	12	majority	majority	NOUN
easat-2033	100	13	class	class	NOUN
easat-2033	100	14	of	of	ADP
easat-2033	100	15	a	a	DET
easat-2033	100	16	certain	certain	ADJ
easat-2033	100	17	number	number	NOUN
easat-2033	100	18	of	of	ADP
easat-2033	100	19	its	its	PRON
easat-2033	100	20	nearest	near	ADJ
easat-2033	100	21	neighbors	neighbor	NOUN
easat-2033	100	22	[	[	X
easat-2033	100	23	21	21	NUM
easat-2033	100	24	]	]	PUNCT
easat-2033	100	25	.	.	PUNCT
easat-2033	101	1	in	in	ADP
easat-2033	101	2	the	the	DET
easat-2033	101	3	given	give	VERB
easat-2033	101	4	implementation	implementation	NOUN
easat-2033	101	5	context	context	NOUN
easat-2033	101	6	,	,	PUNCT
easat-2033	101	7	the	the	DET
easat-2033	101	8	knn	knn	PROPN
easat-2033	101	9	model	model	NOUN
easat-2033	101	10	is	be	AUX
easat-2033	101	11	configured	configure	VERB
easat-2033	101	12	with	with	ADP
easat-2033	101	13	specific	specific	ADJ
easat-2033	101	14	parameters	parameter	NOUN
easat-2033	101	15	.	.	PUNCT
easat-2033	102	1	firstly	firstly	ADV
easat-2033	102	2	,	,	PUNCT
easat-2033	102	3	`	`	PUNCT
easat-2033	102	4	n_neighbors	n_neighbor	NOUN
easat-2033	102	5	`	`	PUNCT
easat-2033	102	6	is	be	AUX
easat-2033	102	7	a	a	DET
easat-2033	102	8	hyperparameter	hyperparameter	NOUN
easat-2033	102	9	that	that	PRON
easat-2033	102	10	determines	determine	VERB
easat-2033	102	11	the	the	DET
easat-2033	102	12	number	number	NOUN
easat-2033	102	13	of	of	ADP
easat-2033	102	14	neighbors	neighbor	NOUN
easat-2033	102	15	to	to	PART
easat-2033	102	16	consider	consider	VERB
easat-2033	102	17	when	when	SCONJ
easat-2033	102	18	making	make	VERB
easat-2033	102	19	predictions	prediction	NOUN
easat-2033	102	20	for	for	ADP
easat-2033	102	21	new	new	ADJ
easat-2033	102	22	data	datum	NOUN
easat-2033	102	23	.	.	PUNCT
easat-2033	103	1	values	value	NOUN
easat-2033	104	1	[	[	X
easat-2033	104	2	40	40	NUM
easat-2033	104	3	,	,	PUNCT
easat-2033	104	4	50	50	NUM
easat-2033	104	5	,	,	PUNCT
easat-2033	104	6	60	60	NUM
easat-2033	104	7	,	,	PUNCT
easat-2033	104	8	70	70	NUM
easat-2033	104	9	,	,	PUNCT
easat-2033	104	10	80	80	NUM
easat-2033	104	11	,	,	PUNCT
easat-2033	104	12	90	90	NUM
easat-2033	104	13	]	]	PUNCT
easat-2033	104	14	are	be	AUX
easat-2033	104	15	used	use	VERB
easat-2033	104	16	to	to	PART
easat-2033	104	17	search	search	VERB
easat-2033	104	18	for	for	ADP
easat-2033	104	19	the	the	DET
easat-2033	104	20	best	good	ADJ
easat-2033	104	21	combinations	combination	NOUN
easat-2033	104	22	.	.	PUNCT
easat-2033	105	1	additionally	additionally	ADV
easat-2033	105	2	,	,	PUNCT
easat-2033	105	3	`	`	PUNCT
easat-2033	105	4	metric	metric	ADJ
easat-2033	105	5	`	`	PUNCT
easat-2033	105	6	is	be	AUX
easat-2033	105	7	a	a	DET
easat-2033	105	8	hyperparameter	hyperparameter	NOUN
easat-2033	105	9	that	that	PRON
easat-2033	105	10	specifies	specify	VERB
easat-2033	105	11	the	the	DET
easat-2033	105	12	distance	distance	NOUN
easat-2033	105	13	metric	metric	NOUN
easat-2033	105	14	used	use	VERB
easat-2033	105	15	to	to	PART
easat-2033	105	16	measure	measure	VERB
easat-2033	105	17	the	the	DET
easat-2033	105	18	proximity	proximity	NOUN
easat-2033	105	19	between	between	ADP
easat-2033	105	20	data	datum	NOUN
easat-2033	105	21	points	point	NOUN
easat-2033	105	22	.	.	PUNCT
easat-2033	106	1	in	in	ADP
easat-2033	106	2	this	this	DET
easat-2033	106	3	case	case	NOUN
easat-2033	106	4	,	,	PUNCT
easat-2033	106	5	the	the	DET
easat-2033	106	6	distance	distance	NOUN
easat-2033	106	7	metric	metric	NOUN
easat-2033	106	8	used	use	VERB
easat-2033	106	9	is	be	AUX
easat-2033	106	10	'	'	PUNCT
easat-2033	106	11	manhattan	manhattan	PROPN
easat-2033	106	12	'	'	PUNCT
easat-2033	106	13	.	.	PUNCT
easat-2033	107	1	the	the	DET
easat-2033	107	2	hyperparameter	hyperparameter	NOUN
easat-2033	107	3	tuning	tuning	NOUN
easat-2033	107	4	process	process	NOUN
easat-2033	107	5	is	be	AUX
easat-2033	107	6	conducted	conduct	VERB
easat-2033	107	7	using	use	VERB
easat-2033	107	8	`	`	PUNCT
easat-2033	107	9	randomizedsearchcv	randomizedsearchcv	NOUN
easat-2033	107	10	`	`	PUNCT
easat-2033	107	11	,	,	PUNCT
easat-2033	107	12	a	a	DET
easat-2033	107	13	method	method	NOUN
easat-2033	107	14	that	that	PRON
easat-2033	107	15	performs	perform	VERB
easat-2033	107	16	a	a	DET
easat-2033	107	17	random	random	ADJ
easat-2033	107	18	search	search	NOUN
easat-2033	107	19	over	over	ADP
easat-2033	107	20	a	a	DET
easat-2033	107	21	predefined	predefine	VERB
easat-2033	107	22	set	set	NOUN
easat-2033	107	23	of	of	ADP
easat-2033	107	24	parameters	parameter	NOUN
easat-2033	107	25	.	.	PUNCT
easat-2033	108	1	in	in	ADP
easat-2033	108	2	the	the	DET
easat-2033	108	3	given	give	VERB
easat-2033	108	4	example	example	NOUN
easat-2033	108	5	,	,	PUNCT
easat-2033	108	6	the	the	DET
easat-2033	108	7	search	search	NOUN
easat-2033	108	8	is	be	AUX
easat-2033	108	9	conducted	conduct	VERB
easat-2033	108	10	over	over	ADP
easat-2033	108	11	combinations	combination	NOUN
easat-2033	108	12	of	of	ADP
easat-2033	108	13	values	value	NOUN
easat-2033	108	14	for	for	ADP
easat-2033	108	15	`	`	PUNCT
easat-2033	108	16	n_neighbors	n_neighbor	NOUN
easat-2033	108	17	`	`	PUNCT
easat-2033	108	18	and	and	CCONJ
easat-2033	108	19	`	`	PUNCT
easat-2033	108	20	metric	metric	ADJ
easat-2033	108	21	`	`	PUNCT
easat-2033	108	22	to	to	PART
easat-2033	108	23	find	find	VERB
easat-2033	108	24	a	a	DET
easat-2033	108	25	combination	combination	NOUN
easat-2033	108	26	that	that	PRON
easat-2033	108	27	yields	yield	VERB
easat-2033	108	28	the	the	DET
easat-2033	108	29	best	good	ADJ
easat-2033	108	30	model	model	NOUN
easat-2033	108	31	performance	performance	NOUN
easat-2033	108	32	.	.	PUNCT
easat-2033	109	1	other	other	ADJ
easat-2033	109	2	settings	setting	NOUN
easat-2033	109	3	include	include	VERB
easat-2033	109	4	utilizing	utilize	VERB
easat-2033	109	5	all	all	DET
easat-2033	109	6	cpu	cpu	NOUN
easat-2033	109	7	cores	core	NOUN
easat-2033	109	8	(	(	PUNCT
easat-2033	109	9	`	`	PUNCT
easat-2033	109	10	n_jobs=-1	n_jobs=-1	PROPN
easat-2033	109	11	`	`	PUNCT
easat-2033	109	12	)	)	PUNCT
easat-2033	109	13	for	for	ADP
easat-2033	109	14	parallel	parallel	ADJ
easat-2033	109	15	processing	processing	NOUN
easat-2033	109	16	and	and	CCONJ
easat-2033	109	17	displaying	display	VERB
easat-2033	109	18	progress	progress	NOUN
easat-2033	109	19	messages	message	NOUN
easat-2033	109	20	(	(	PUNCT
easat-2033	109	21	`	`	PUNCT
easat-2033	109	22	verbose=1	verbose=1	PROPN
easat-2033	109	23	`	`	PUNCT
easat-2033	109	24	)	)	PUNCT
easat-2033	109	25	.	.	PUNCT
easat-2033	110	1	subsequently	subsequently	ADV
easat-2033	110	2	,	,	PUNCT
easat-2033	110	3	the	the	DET
easat-2033	110	4	knn	knn	PROPN
easat-2033	110	5	model	model	PROPN
easat-2033	110	6	utilizes	utilize	VERB
easat-2033	110	7	`	`	PUNCT
easat-2033	110	8	kneighborsclassifier	kneighborsclassifier	NOUN
easat-2033	110	9	`	`	PUNCT
easat-2033	110	10	from	from	ADP
easat-2033	110	11	scikit	scikit	NOUN
easat-2033	110	12	-	-	PUNCT
easat-2033	110	13	learn	learn	VERB
easat-2033	110	14	to	to	PART
easat-2033	110	15	be	be	AUX
easat-2033	110	16	trained	train	VERB
easat-2033	110	17	on	on	ADP
easat-2033	110	18	the	the	DET
easat-2033	110	19	training	training	NOUN
easat-2033	110	20	data	datum	NOUN
easat-2033	110	21	(	(	PUNCT
easat-2033	110	22	`	`	PUNCT
easat-2033	110	23	x_train_bow	x_train_bow	VERB
easat-2033	110	24	`	`	PUNCT
easat-2033	110	25	and	and	CCONJ
easat-2033	110	26	`	`	PUNCT
easat-2033	110	27	y_train	y_train	ADV
easat-2033	110	28	`	`	PUNCT
easat-2033	110	29	)	)	PUNCT
easat-2033	110	30	.	.	PUNCT
easat-2033	111	1	after	after	ADP
easat-2033	111	2	undergoing	undergo	VERB
easat-2033	111	3	the	the	DET
easat-2033	111	4	tuning	tuning	NOUN
easat-2033	111	5	process	process	NOUN
easat-2033	111	6	,	,	PUNCT
easat-2033	111	7	the	the	DET
easat-2033	111	8	best	good	ADJ
easat-2033	111	9	results	result	NOUN
easat-2033	111	10	regarding	regard	VERB
easat-2033	111	11	hyperparameter	hyperparameter	NOUN
easat-2033	111	12	combinations	combination	NOUN
easat-2033	111	13	and	and	CCONJ
easat-2033	111	14	model	model	NOUN
easat-2033	111	15	performance	performance	NOUN
easat-2033	111	16	can	can	AUX
easat-2033	111	17	be	be	AUX
easat-2033	111	18	accessed	access	VERB
easat-2033	111	19	through	through	ADP
easat-2033	111	20	the	the	DET
easat-2033	111	21	`	`	PUNCT
easat-2033	111	22	best_params	best_param	NOUN
easat-2033	111	23	_	_	PUNCT
easat-2033	111	24	`	`	PUNCT
easat-2033	111	25	and	and	CCONJ
easat-2033	111	26	`	`	PUNCT
easat-2033	111	27	best_score	best_score	VERB
easat-2033	111	28	_	_	PRON
easat-2033	111	29	`	`	PUNCT
easat-2033	111	30	attributes	attribute	NOUN
easat-2033	111	31	of	of	ADP
easat-2033	111	32	the	the	DET
easat-2033	111	33	`	`	PUNCT
easat-2033	111	34	randomizedsearchcv	randomizedsearchcv	NOUN
easat-2033	111	35	`	`	PUNCT
easat-2033	111	36	object	object	NOUN
easat-2033	111	37	.	.	PUNCT
easat-2033	112	1	2.5	2.5	NUM
easat-2033	112	2	.	.	PUNCT
easat-2033	113	1	random	random	ADJ
easat-2033	113	2	forest	forest	NOUN
easat-2033	113	3	random	random	ADJ
easat-2033	113	4	forest	forest	NOUN
easat-2033	113	5	is	be	AUX
easat-2033	113	6	a	a	DET
easat-2033	113	7	machine	machine	NOUN
easat-2033	113	8	learning	learn	VERB
easat-2033	113	9	algorithm	algorithm	NOUN
easat-2033	113	10	that	that	PRON
easat-2033	113	11	falls	fall	VERB
easat-2033	113	12	under	under	ADP
easat-2033	113	13	the	the	DET
easat-2033	113	14	category	category	NOUN
easat-2033	113	15	of	of	ADP
easat-2033	113	16	ensemble	ensemble	ADJ
easat-2033	113	17	learning	learning	NOUN
easat-2033	113	18	,	,	PUNCT
easat-2033	113	19	where	where	SCONJ
easat-2033	113	20	multiple	multiple	ADJ
easat-2033	113	21	learning	learning	NOUN
easat-2033	113	22	models	model	NOUN
easat-2033	113	23	are	be	AUX
easat-2033	113	24	combined	combine	VERB
easat-2033	113	25	to	to	PART
easat-2033	113	26	improve	improve	VERB
easat-2033	113	27	performance	performance	NOUN
easat-2033	113	28	and	and	CCONJ
easat-2033	113	29	prediction	prediction	NOUN
easat-2033	113	30	accuracy	accuracy	NOUN
easat-2033	114	1	[	[	X
easat-2033	114	2	22	22	NUM
easat-2033	114	3	]	]	PUNCT
easat-2033	114	4	.	.	PUNCT
easat-2033	115	1	specifically	specifically	ADV
easat-2033	115	2	,	,	PUNCT
easat-2033	115	3	random	random	ADJ
easat-2033	115	4	forest	forest	NOUN
easat-2033	115	5	uses	use	VERB
easat-2033	115	6	a	a	DET
easat-2033	115	7	large	large	ADJ
easat-2033	115	8	number	number	NOUN
easat-2033	115	9	of	of	ADP
easat-2033	115	10	decision	decision	NOUN
easat-2033	115	11	trees	tree	NOUN
easat-2033	115	12	created	create	VERB
easat-2033	115	13	randomly	randomly	ADV
easat-2033	115	14	on	on	ADP
easat-2033	115	15	different	different	ADJ
easat-2033	115	16	subsets	subset	NOUN
easat-2033	115	17	of	of	ADP
easat-2033	115	18	data	datum	NOUN
easat-2033	115	19	.	.	PUNCT
easat-2033	116	1	each	each	DET
easat-2033	116	2	tree	tree	NOUN
easat-2033	116	3	provides	provide	VERB
easat-2033	116	4	predictions	prediction	NOUN
easat-2033	116	5	,	,	PUNCT
easat-2033	116	6	and	and	CCONJ
easat-2033	116	7	their	their	PRON
easat-2033	116	8	results	result	NOUN
easat-2033	116	9	are	be	AUX
easat-2033	116	10	combined	combine	VERB
easat-2033	116	11	through	through	ADP
easat-2033	116	12	majority	majority	NOUN
easat-2033	116	13	voting	vote	VERB
easat-2033	116	14	to	to	PART
easat-2033	116	15	generate	generate	VERB
easat-2033	116	16	the	the	DET
easat-2033	116	17	final	final	ADJ
easat-2033	116	18	prediction	prediction	NOUN
easat-2033	116	19	.	.	PUNCT
easat-2033	117	1	the	the	DET
easat-2033	117	2	main	main	ADJ
easat-2033	117	3	advantage	advantage	NOUN
easat-2033	117	4	of	of	ADP
easat-2033	117	5	random	random	ADJ
easat-2033	117	6	forest	forest	NOUN
easat-2033	117	7	lies	lie	VERB
easat-2033	117	8	in	in	ADP
easat-2033	117	9	its	its	PRON
easat-2033	117	10	ability	ability	NOUN
easat-2033	117	11	to	to	PART
easat-2033	117	12	overcome	overcome	VERB
easat-2033	117	13	overfitting	overfitte	VERB
easat-2033	117	14	and	and	CCONJ
easat-2033	117	15	provide	provide	VERB
easat-2033	117	16	stable	stable	ADJ
easat-2033	117	17	and	and	CCONJ
easat-2033	117	18	accurate	accurate	ADJ
easat-2033	117	19	prediction	prediction	NOUN
easat-2033	117	20	results	result	NOUN
easat-2033	117	21	for	for	ADP
easat-2033	117	22	various	various	ADJ
easat-2033	117	23	types	type	NOUN
easat-2033	117	24	of	of	ADP
easat-2033	117	25	datasets	dataset	NOUN
easat-2033	117	26	.	.	PUNCT
easat-2033	118	1	this	this	DET
easat-2033	118	2	algorithm	algorithm	NOUN
easat-2033	118	3	can	can	AUX
easat-2033	118	4	be	be	AUX
easat-2033	118	5	applied	apply	VERB
easat-2033	118	6	to	to	ADP
easat-2033	118	7	both	both	DET
easat-2033	118	8	classification	classification	NOUN
easat-2033	118	9	and	and	CCONJ
easat-2033	118	10	regression	regression	NOUN
easat-2033	118	11	tasks	task	NOUN
easat-2033	118	12	[	[	X
easat-2033	118	13	23	23	NUM
easat-2033	118	14	]	]	PUNCT
easat-2033	118	15	.	.	PUNCT
easat-2033	119	1	in	in	ADP
easat-2033	119	2	implementing	implement	VERB
easat-2033	119	3	the	the	DET
easat-2033	119	4	random	random	ADJ
easat-2033	119	5	forest	forest	NOUN
easat-2033	119	6	classifier	classifier	NOUN
easat-2033	119	7	using	use	VERB
easat-2033	119	8	the	the	DET
easat-2033	119	9	scikit	scikit	NOUN
easat-2033	119	10	-	-	PUNCT
easat-2033	119	11	learn	learn	VERB
easat-2033	119	12	library	library	NOUN
easat-2033	119	13	in	in	ADP
easat-2033	119	14	python	python	PROPN
easat-2033	119	15	,	,	PUNCT
easat-2033	119	16	the	the	DET
easat-2033	119	17	model	model	NOUN
easat-2033	119	18	is	be	AUX
easat-2033	119	19	initialized	initialize	VERB
easat-2033	119	20	with	with	ADP
easat-2033	119	21	the	the	DET
easat-2033	119	22	n_estimators	n_estimator	NOUN
easat-2033	119	23	parameter	parameter	NOUN
easat-2033	119	24	set	set	VERB
easat-2033	119	25	to	to	ADP
easat-2033	119	26	200	200	NUM
easat-2033	119	27	to	to	PART
easat-2033	119	28	indicate	indicate	VERB
easat-2033	119	29	the	the	DET
easat-2033	119	30	number	number	NOUN
easat-2033	119	31	of	of	ADP
easat-2033	119	32	decision	decision	NOUN
easat-2033	119	33	trees	tree	NOUN
easat-2033	119	34	in	in	ADP
easat-2033	119	35	the	the	DET
easat-2033	119	36	ensemble	ensemble	NOUN
easat-2033	119	37	.	.	PUNCT
easat-2033	120	1	additionally	additionally	ADV
easat-2033	120	2	,	,	PUNCT
easat-2033	120	3	the	the	DET
easat-2033	120	4	random_state	random_state	ADJ
easat-2033	120	5	parameter	parameter	NOUN
easat-2033	120	6	is	be	AUX
easat-2033	120	7	set	set	VERB
easat-2033	120	8	to	to	ADP
easat-2033	120	9	0	0	NUM
easat-2033	120	10	for	for	ADP
easat-2033	120	11	reproducibility	reproducibility	NOUN
easat-2033	120	12	purposes	purpose	NOUN
easat-2033	120	13	.	.	PUNCT
easat-2033	121	1	the	the	DET
easat-2033	121	2	training	training	NOUN
easat-2033	121	3	process	process	NOUN
easat-2033	121	4	then	then	ADV
easat-2033	121	5	occurs	occur	VERB
easat-2033	121	6	using	use	VERB
easat-2033	121	7	the	the	DET
easat-2033	121	8	provided	provide	VERB
easat-2033	121	9	training	training	NOUN
easat-2033	121	10	data	datum	NOUN
easat-2033	121	11	,	,	PUNCT
easat-2033	121	12	where	where	SCONJ
easat-2033	121	13	x_train	x_train	PROPN
easat-2033	121	14	represents	represent	VERB
easat-2033	121	15	the	the	DET
easat-2033	121	16	features	feature	NOUN
easat-2033	121	17	175	175	NUM
easat-2033	121	18	edelweiss	edelweiss	PROPN
easat-2033	121	19	applied	apply	VERB
easat-2033	121	20	science	science	NOUN
easat-2033	121	21	and	and	CCONJ
easat-2033	121	22	technology	technology	NOUN
easat-2033	121	23	issn	issn	PROPN
easat-2033	121	24	:	:	PUNCT
easat-2033	121	25	2576	2576	NUM
easat-2033	121	26	-	-	SYM
easat-2033	121	27	8484	8484	NUM
easat-2033	121	28	vol	vol	NOUN
easat-2033	121	29	.	.	PROPN
easat-2033	121	30	8	8	NUM
easat-2033	121	31	,	,	PUNCT
easat-2033	121	32	no	no	INTJ
easat-2033	121	33	.	.	NOUN
easat-2033	122	1	6	6	NUM
easat-2033	122	2	:	:	SYM
easat-2033	122	3	169	169	NUM
easat-2033	122	4	-	-	SYM
easat-2033	122	5	183	183	NUM
easat-2033	122	6	,	,	PUNCT
easat-2033	122	7	2024	2024	NUM
easat-2033	122	8	doi	doi	NOUN
easat-2033	122	9	:	:	PUNCT
easat-2033	122	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	122	11	©	©	PROPN
easat-2033	122	12	2024	2024	NUM
easat-2033	122	13	by	by	ADP
easat-2033	122	14	the	the	DET
easat-2033	122	15	author	author	NOUN
easat-2033	122	16	;	;	PUNCT
easat-2033	122	17	licensee	licensee	NOUN
easat-2033	122	18	learning	learn	VERB
easat-2033	122	19	gate	gate	NOUN
easat-2033	122	20	and	and	CCONJ
easat-2033	122	21	y_train	y_train	NOUN
easat-2033	122	22	represents	represent	VERB
easat-2033	122	23	the	the	DET
easat-2033	122	24	labels	label	NOUN
easat-2033	122	25	.	.	PUNCT
easat-2033	123	1	randomforestclassifier	randomforestclassifier	PROPN
easat-2033	123	2	is	be	AUX
easat-2033	123	3	an	an	DET
easat-2033	123	4	ensemble	ensemble	ADJ
easat-2033	123	5	learning	learning	NOUN
easat-2033	123	6	method	method	NOUN
easat-2033	123	7	that	that	PRON
easat-2033	123	8	constructs	construct	VERB
easat-2033	123	9	multiple	multiple	ADJ
easat-2033	123	10	decision	decision	NOUN
easat-2033	123	11	trees	tree	NOUN
easat-2033	123	12	during	during	ADP
easat-2033	123	13	training	training	NOUN
easat-2033	123	14	,	,	PUNCT
easat-2033	123	15	and	and	CCONJ
easat-2033	123	16	its	its	PRON
easat-2033	123	17	output	output	NOUN
easat-2033	123	18	is	be	AUX
easat-2033	123	19	the	the	DET
easat-2033	123	20	mode	mode	NOUN
easat-2033	123	21	of	of	ADP
easat-2033	123	22	the	the	DET
easat-2033	123	23	classes	class	NOUN
easat-2033	123	24	(	(	PUNCT
easat-2033	123	25	for	for	ADP
easat-2033	123	26	classification	classification	NOUN
easat-2033	123	27	)	)	PUNCT
easat-2033	123	28	or	or	CCONJ
easat-2033	123	29	the	the	DET
easat-2033	123	30	mean	mean	ADJ
easat-2033	123	31	prediction	prediction	NOUN
easat-2033	123	32	(	(	PUNCT
easat-2033	123	33	for	for	ADP
easat-2033	123	34	regression	regression	NOUN
easat-2033	123	35	)	)	PUNCT
easat-2033	123	36	of	of	ADP
easat-2033	123	37	the	the	DET
easat-2033	123	38	individual	individual	ADJ
easat-2033	123	39	trees	tree	NOUN
easat-2033	123	40	.	.	PUNCT
easat-2033	124	1	in	in	ADP
easat-2033	124	2	this	this	DET
easat-2033	124	3	context	context	NOUN
easat-2033	124	4	,	,	PUNCT
easat-2033	124	5	the	the	DET
easat-2033	124	6	model	model	NOUN
easat-2033	124	7	is	be	AUX
easat-2033	124	8	configured	configure	VERB
easat-2033	124	9	to	to	PART
easat-2033	124	10	build	build	VERB
easat-2033	124	11	an	an	DET
easat-2033	124	12	ensemble	ensemble	ADJ
easat-2033	124	13	with	with	ADP
easat-2033	124	14	200	200	NUM
easat-2033	124	15	decision	decision	NOUN
easat-2033	124	16	trees	tree	NOUN
easat-2033	124	17	,	,	PUNCT
easat-2033	124	18	an	an	DET
easat-2033	124	19	approach	approach	NOUN
easat-2033	124	20	that	that	PRON
easat-2033	124	21	often	often	ADV
easat-2033	124	22	yields	yield	VERB
easat-2033	124	23	a	a	DET
easat-2033	124	24	stable	stable	ADJ
easat-2033	124	25	and	and	CCONJ
easat-2033	124	26	accurate	accurate	ADJ
easat-2033	124	27	classification	classification	NOUN
easat-2033	124	28	model	model	NOUN
easat-2033	124	29	suitable	suitable	ADJ
easat-2033	124	30	for	for	ADP
easat-2033	124	31	various	various	ADJ
easat-2033	124	32	machine	machine	NOUN
easat-2033	124	33	learning	learning	NOUN
easat-2033	124	34	tasks	task	NOUN
easat-2033	124	35	.	.	PUNCT
easat-2033	125	1	2.8	2.8	NUM
easat-2033	125	2	.	.	PUNCT
easat-2033	126	1	rnn	rnn	AUX
easat-2033	126	2	implement	implement	VERB
easat-2033	126	3	an	an	DET
easat-2033	126	4	rnn	rnn	NOUN
easat-2033	126	5	(	(	PUNCT
easat-2033	126	6	recurrent	recurrent	ADJ
easat-2033	126	7	neural	neural	ADJ
easat-2033	126	8	network	network	NOUN
easat-2033	126	9	)	)	PUNCT
easat-2033	126	10	model	model	NOUN
easat-2033	126	11	using	use	VERB
easat-2033	126	12	keras	keras	PROPN
easat-2033	126	13	in	in	ADP
easat-2033	126	14	tensorflow	tensorflow	NOUN
easat-2033	126	15	for	for	ADP
easat-2033	126	16	a	a	DET
easat-2033	126	17	binary	binary	ADJ
easat-2033	126	18	classification	classification	NOUN
easat-2033	126	19	task	task	NOUN
easat-2033	126	20	[	[	X
easat-2033	126	21	24	24	NUM
easat-2033	126	22	]	]	PUNCT
easat-2033	126	23	.	.	PUNCT
easat-2033	127	1	the	the	DET
easat-2033	127	2	model	model	NOUN
easat-2033	127	3	structure	structure	NOUN
easat-2033	127	4	consists	consist	VERB
easat-2033	127	5	of	of	ADP
easat-2033	127	6	several	several	ADJ
easat-2033	127	7	key	key	ADJ
easat-2033	127	8	layers	layer	NOUN
easat-2033	127	9	.	.	PUNCT
easat-2033	128	1	first	first	ADV
easat-2033	128	2	,	,	PUNCT
easat-2033	128	3	an	an	DET
easat-2033	128	4	input	input	NOUN
easat-2033	128	5	layer	layer	NOUN
easat-2033	128	6	is	be	AUX
easat-2033	128	7	created	create	VERB
easat-2033	128	8	to	to	PART
easat-2033	128	9	accept	accept	VERB
easat-2033	128	10	sequences	sequence	NOUN
easat-2033	128	11	of	of	ADP
easat-2033	128	12	words	word	NOUN
easat-2033	128	13	with	with	ADP
easat-2033	128	14	a	a	DET
easat-2033	128	15	maximum	maximum	ADJ
easat-2033	128	16	length	length	NOUN
easat-2033	128	17	of	of	ADP
easat-2033	128	18	max_len	max_len	PROPN
easat-2033	128	19	.	.	PUNCT
easat-2033	129	1	next	next	ADV
easat-2033	129	2	,	,	PUNCT
easat-2033	129	3	an	an	DET
easat-2033	129	4	embedding	embed	VERB
easat-2033	129	5	layer	layer	NOUN
easat-2033	129	6	is	be	AUX
easat-2033	129	7	used	use	VERB
easat-2033	129	8	to	to	PART
easat-2033	129	9	convert	convert	VERB
easat-2033	129	10	the	the	DET
easat-2033	129	11	words	word	NOUN
easat-2033	129	12	into	into	ADP
easat-2033	129	13	a	a	DET
easat-2033	129	14	vector	vector	NOUN
easat-2033	129	15	representation	representation	NOUN
easat-2033	129	16	with	with	ADP
easat-2033	129	17	a	a	DET
easat-2033	129	18	dimension	dimension	NOUN
easat-2033	129	19	of	of	ADP
easat-2033	129	20	50	50	NUM
easat-2033	129	21	.	.	PUNCT
easat-2033	130	1	an	an	DET
easat-2033	130	2	lstm	lstm	NOUN
easat-2033	130	3	(	(	PUNCT
easat-2033	130	4	long	long	ADJ
easat-2033	130	5	short	short	ADJ
easat-2033	130	6	-	-	PUNCT
easat-2033	130	7	term	term	NOUN
easat-2033	130	8	memory	memory	NOUN
easat-2033	130	9	)	)	PUNCT
easat-2033	130	10	layer	layer	NOUN
easat-2033	130	11	is	be	AUX
easat-2033	130	12	then	then	ADV
easat-2033	130	13	added	add	VERB
easat-2033	130	14	to	to	PART
easat-2033	130	15	understand	understand	VERB
easat-2033	130	16	the	the	DET
easat-2033	130	17	temporal	temporal	ADJ
easat-2033	130	18	patterns	pattern	NOUN
easat-2033	130	19	in	in	ADP
easat-2033	130	20	the	the	DET
easat-2033	130	21	sequences	sequence	NOUN
easat-2033	130	22	of	of	ADP
easat-2033	130	23	words	word	NOUN
easat-2033	130	24	.	.	PUNCT
easat-2033	131	1	after	after	ADP
easat-2033	131	2	that	that	PRON
easat-2033	131	3	,	,	PUNCT
easat-2033	131	4	further	further	ADJ
easat-2033	131	5	processing	processing	NOUN
easat-2033	131	6	is	be	AUX
easat-2033	131	7	done	do	VERB
easat-2033	131	8	with	with	ADP
easat-2033	131	9	a	a	DET
easat-2033	131	10	256	256	NUM
easat-2033	131	11	-	-	PUNCT
easat-2033	131	12	unit	unit	NOUN
easat-2033	131	13	dense	dense	ADJ
easat-2033	131	14	layer	layer	NOUN
easat-2033	131	15	and	and	CCONJ
easat-2033	131	16	relu	relu	NOUN
easat-2033	131	17	activation	activation	NOUN
easat-2033	131	18	function	function	NOUN
easat-2033	131	19	,	,	PUNCT
easat-2033	131	20	followed	follow	VERB
easat-2033	131	21	by	by	ADP
easat-2033	131	22	an	an	DET
easat-2033	131	23	additional	additional	ADJ
easat-2033	131	24	relu	relu	NOUN
easat-2033	131	25	activation	activation	NOUN
easat-2033	131	26	layer	layer	NOUN
easat-2033	131	27	.	.	PUNCT
easat-2033	132	1	the	the	DET
easat-2033	132	2	addition	addition	NOUN
easat-2033	132	3	of	of	ADP
easat-2033	132	4	a	a	DET
easat-2033	132	5	dropout	dropout	NOUN
easat-2033	132	6	layer	layer	NOUN
easat-2033	132	7	with	with	ADP
easat-2033	132	8	a	a	DET
easat-2033	132	9	dropout	dropout	NOUN
easat-2033	132	10	rate	rate	NOUN
easat-2033	132	11	of	of	ADP
easat-2033	132	12	0.5	0.5	NUM
easat-2033	132	13	aims	aim	NOUN
easat-2033	132	14	to	to	PART
easat-2033	132	15	reduce	reduce	VERB
easat-2033	132	16	the	the	DET
easat-2033	132	17	risk	risk	NOUN
easat-2033	132	18	of	of	ADP
easat-2033	132	19	overfitting	overfitte	VERB
easat-2033	132	20	.	.	PUNCT
easat-2033	133	1	an	an	DET
easat-2033	133	2	output	output	NOUN
easat-2033	133	3	layer	layer	NOUN
easat-2033	133	4	with	with	ADP
easat-2033	133	5	one	one	NUM
easat-2033	133	6	unit	unit	NOUN
easat-2033	133	7	and	and	CCONJ
easat-2033	133	8	sigmoid	sigmoid	NOUN
easat-2033	133	9	activation	activation	NOUN
easat-2033	133	10	function	function	NOUN
easat-2033	133	11	is	be	AUX
easat-2033	133	12	used	use	VERB
easat-2033	133	13	to	to	PART
easat-2033	133	14	perform	perform	VERB
easat-2033	133	15	binary	binary	ADJ
easat-2033	133	16	classification	classification	NOUN
easat-2033	133	17	according	accord	VERB
easat-2033	133	18	to	to	ADP
easat-2033	133	19	the	the	DET
easat-2033	133	20	given	give	VERB
easat-2033	133	21	task	task	NOUN
easat-2033	133	22	.	.	PUNCT
easat-2033	134	1	the	the	DET
easat-2033	134	2	model	model	NOUN
easat-2033	134	3	is	be	AUX
easat-2033	134	4	further	far	ADV
easat-2033	134	5	compiled	compile	VERB
easat-2033	134	6	using	use	VERB
easat-2033	134	7	binary	binary	ADJ
easat-2033	134	8	crossentropy	crossentropy	NOUN
easat-2033	134	9	as	as	ADP
easat-2033	134	10	a	a	DET
easat-2033	134	11	loss	loss	NOUN
easat-2033	134	12	function	function	NOUN
easat-2033	134	13	,	,	PUNCT
easat-2033	134	14	rmsprop	rmsprop	NOUN
easat-2033	134	15	as	as	ADP
easat-2033	134	16	an	an	DET
easat-2033	134	17	optimizer	optimizer	NOUN
easat-2033	134	18	,	,	PUNCT
easat-2033	134	19	and	and	CCONJ
easat-2033	134	20	evaluation	evaluation	NOUN
easat-2033	134	21	metrics	metric	NOUN
easat-2033	134	22	involving	involve	VERB
easat-2033	134	23	accuracy	accuracy	NOUN
easat-2033	134	24	and	and	CCONJ
easat-2033	134	25	precision	precision	NOUN
easat-2033	134	26	.	.	PUNCT
easat-2033	135	1	the	the	DET
easat-2033	135	2	training	training	NOUN
easat-2033	135	3	process	process	NOUN
easat-2033	135	4	is	be	AUX
easat-2033	135	5	performed	perform	VERB
easat-2033	135	6	using	use	VERB
easat-2033	135	7	training	training	NOUN
easat-2033	135	8	data	datum	NOUN
easat-2033	135	9	(	(	PUNCT
easat-2033	135	10	sequences_matrix	sequences_matrix	NOUN
easat-2033	135	11	)	)	PUNCT
easat-2033	135	12	and	and	CCONJ
easat-2033	135	13	labels	label	NOUN
easat-2033	135	14	(	(	PUNCT
easat-2033	135	15	y_train	y_train	X
easat-2033	135	16	)	)	PUNCT
easat-2033	135	17	in	in	ADP
easat-2033	135	18	batches	batch	NOUN
easat-2033	135	19	of	of	ADP
easat-2033	135	20	128	128	NUM
easat-2033	135	21	for	for	ADP
easat-2033	135	22	10	10	NUM
easat-2033	135	23	epochs	epoch	NOUN
easat-2033	135	24	,	,	PUNCT
easat-2033	135	25	with	with	ADP
easat-2033	135	26	20	20	NUM
easat-2033	135	27	%	%	NOUN
easat-2033	135	28	of	of	ADP
easat-2033	135	29	the	the	DET
easat-2033	135	30	data	datum	NOUN
easat-2033	135	31	used	use	VERB
easat-2033	135	32	as	as	ADP
easat-2033	135	33	validation	validation	NOUN
easat-2033	135	34	data	datum	NOUN
easat-2033	135	35	.	.	PUNCT
easat-2033	136	1	the	the	DET
easat-2033	136	2	training	training	NOUN
easat-2033	136	3	results	result	NOUN
easat-2033	136	4	,	,	PUNCT
easat-2033	136	5	such	such	ADJ
easat-2033	136	6	as	as	ADP
easat-2033	136	7	accuracy	accuracy	NOUN
easat-2033	136	8	and	and	CCONJ
easat-2033	136	9	loss	loss	NOUN
easat-2033	136	10	,	,	PUNCT
easat-2033	136	11	are	be	AUX
easat-2033	136	12	recorded	record	VERB
easat-2033	136	13	in	in	ADP
easat-2033	136	14	the	the	DET
easat-2033	136	15	history	history	NOUN
easat-2033	136	16	variable	variable	NOUN
easat-2033	136	17	.	.	PUNCT
easat-2033	137	1	the	the	DET
easat-2033	137	2	ultimate	ultimate	ADJ
easat-2033	137	3	goal	goal	NOUN
easat-2033	137	4	of	of	ADP
easat-2033	137	5	this	this	DET
easat-2033	137	6	implementation	implementation	NOUN
easat-2033	137	7	is	be	AUX
easat-2033	137	8	to	to	PART
easat-2033	137	9	generate	generate	VERB
easat-2033	137	10	an	an	DET
easat-2033	137	11	rnn	rnn	NOUN
easat-2033	137	12	model	model	NOUN
easat-2033	137	13	capable	capable	ADJ
easat-2033	137	14	of	of	ADP
easat-2033	137	15	classifying	classify	VERB
easat-2033	137	16	sequential	sequential	ADJ
easat-2033	137	17	data	datum	NOUN
easat-2033	137	18	with	with	ADP
easat-2033	137	19	high	high	ADJ
easat-2033	137	20	accuracy	accuracy	NOUN
easat-2033	137	21	in	in	ADP
easat-2033	137	22	a	a	DET
easat-2033	137	23	binary	binary	ADJ
easat-2033	137	24	classification	classification	NOUN
easat-2033	137	25	task	task	NOUN
easat-2033	137	26	.	.	PUNCT
easat-2033	138	1	2.9	2.9	NUM
easat-2033	138	2	.	.	PUNCT
easat-2033	139	1	confusion	confusion	NOUN
easat-2033	139	2	matrix	matrix	NOUN
easat-2033	139	3	confusion	confusion	NOUN
easat-2033	139	4	matrix	matrix	NOUN
easat-2033	139	5	is	be	AUX
easat-2033	139	6	a	a	DET
easat-2033	139	7	commonly	commonly	ADV
easat-2033	139	8	used	use	VERB
easat-2033	139	9	evaluation	evaluation	NOUN
easat-2033	139	10	tool	tool	NOUN
easat-2033	139	11	in	in	ADP
easat-2033	139	12	classification	classification	NOUN
easat-2033	139	13	to	to	PART
easat-2033	139	14	evaluate	evaluate	VERB
easat-2033	139	15	the	the	DET
easat-2033	139	16	performance	performance	NOUN
easat-2033	139	17	of	of	ADP
easat-2033	139	18	machine	machine	NOUN
easat-2033	139	19	learning	learning	NOUN
easat-2033	139	20	models	model	NOUN
easat-2033	139	21	[	[	X
easat-2033	139	22	25	25	NUM
easat-2033	139	23	]	]	PUNCT
easat-2033	139	24	.	.	PUNCT
easat-2033	140	1	in	in	ADP
easat-2033	140	2	this	this	DET
easat-2033	140	3	study	study	NOUN
easat-2033	140	4	,	,	PUNCT
easat-2033	140	5	the	the	DET
easat-2033	140	6	confusion	confusion	NOUN
easat-2033	140	7	matrix	matrix	NOUN
easat-2033	140	8	helps	help	VERB
easat-2033	140	9	to	to	PART
easat-2033	140	10	understand	understand	VERB
easat-2033	140	11	the	the	DET
easat-2033	140	12	extent	extent	NOUN
easat-2033	140	13	to	to	PART
easat-2033	140	14	which	which	PRON
easat-2033	140	15	the	the	DET
easat-2033	140	16	model	model	NOUN
easat-2033	140	17	is	be	AUX
easat-2033	140	18	able	able	ADJ
easat-2033	140	19	to	to	PART
easat-2033	140	20	classify	classify	VERB
easat-2033	140	21	disaster	disaster	NOUN
easat-2033	140	22	-	-	PUNCT
easat-2033	140	23	related	relate	VERB
easat-2033	140	24	data	datum	NOUN
easat-2033	140	25	on	on	ADP
easat-2033	140	26	indonesian	indonesian	ADJ
easat-2033	140	27	social	social	ADJ
easat-2033	140	28	media	medium	NOUN
easat-2033	140	29	using	use	VERB
easat-2033	140	30	the	the	DET
easat-2033	140	31	k	k	NOUN
easat-2033	140	32	-	-	PUNCT
easat-2033	140	33	nearest	near	ADJ
easat-2033	140	34	neighbors	neighbor	NOUN
easat-2033	140	35	(	(	PUNCT
easat-2033	140	36	knn	knn	PROPN
easat-2033	140	37	)	)	PUNCT
easat-2033	140	38	,	,	PUNCT
easat-2033	140	39	random	random	ADJ
easat-2033	140	40	forest	forest	NOUN
easat-2033	140	41	,	,	PUNCT
easat-2033	140	42	and	and	CCONJ
easat-2033	140	43	recurrent	recurrent	ADJ
easat-2033	140	44	neural	neural	ADJ
easat-2033	140	45	network	network	NOUN
easat-2033	140	46	(	(	PUNCT
easat-2033	140	47	rnn	rnn	PROPN
easat-2033	140	48	)	)	PUNCT
easat-2033	140	49	methods	method	NOUN
easat-2033	140	50	.	.	PUNCT
easat-2033	141	1	the	the	DET
easat-2033	141	2	confusion	confusion	NOUN
easat-2033	141	3	matrix	matrix	NOUN
easat-2033	141	4	contains	contain	VERB
easat-2033	141	5	four	four	NUM
easat-2033	141	6	main	main	ADJ
easat-2033	141	7	components	component	NOUN
easat-2033	141	8	that	that	PRON
easat-2033	141	9	make	make	VERB
easat-2033	141	10	up	up	ADP
easat-2033	141	11	the	the	DET
easat-2033	141	12	matrix	matrix	NOUN
easat-2033	141	13	as	as	SCONJ
easat-2033	141	14	follows	follow	VERB
easat-2033	141	15	[	[	X
easat-2033	141	16	26	26	NUM
easat-2033	141	17	]	]	NUM
easat-2033	141	18	:	:	PUNCT
easat-2033	141	19	table	table	NOUN
easat-2033	141	20	1	1	NUM
easat-2033	141	21	.	.	PUNCT
easat-2033	141	22	confusion	confusion	NOUN
easat-2033	141	23	matrix	matrix	NOUN
easat-2033	141	24	.	.	PUNCT
easat-2033	142	1	predicted	predict	VERB
easat-2033	142	2	positive	positive	ADJ
easat-2033	142	3	predicted	predict	VERB
easat-2033	142	4	negative	negative	ADJ
easat-2033	142	5	actual	actual	ADJ
easat-2033	142	6	positive	positive	ADJ
easat-2033	142	7	true	true	ADJ
easat-2033	142	8	positive	positive	ADJ
easat-2033	142	9	(	(	PUNCT
easat-2033	142	10	tp	tp	NOUN
easat-2033	142	11	)	)	PUNCT
easat-2033	142	12	false	false	ADJ
easat-2033	142	13	negative	negative	ADJ
easat-2033	142	14	(	(	PUNCT
easat-2033	142	15	fp	fp	X
easat-2033	142	16	)	)	PUNCT
easat-2033	142	17	actual	actual	ADJ
easat-2033	142	18	negative	negative	ADJ
easat-2033	142	19	false	false	ADJ
easat-2033	142	20	positive	positive	ADJ
easat-2033	142	21	(	(	PUNCT
easat-2033	142	22	fp	fp	NOUN
easat-2033	142	23	)	)	PUNCT
easat-2033	142	24	true	true	ADJ
easat-2033	142	25	negative	negative	ADJ
easat-2033	142	26	(	(	PUNCT
easat-2033	142	27	fn	fn	NOUN
easat-2033	142	28	)	)	PUNCT
easat-2033	142	29	from	from	ADP
easat-2033	142	30	the	the	DET
easat-2033	142	31	table	table	NOUN
easat-2033	142	32	above	above	ADV
easat-2033	142	33	,	,	PUNCT
easat-2033	142	34	the	the	DET
easat-2033	142	35	four	four	NUM
easat-2033	142	36	components	component	NOUN
easat-2033	142	37	can	can	AUX
easat-2033	142	38	be	be	AUX
easat-2033	142	39	explained	explain	VERB
easat-2033	142	40	as	as	SCONJ
easat-2033	142	41	follows	follow	VERB
easat-2033	142	42	:	:	PUNCT
easat-2033	142	43	•	•	NUM
easat-2033	142	44	true	true	ADJ
easat-2033	142	45	positive	positive	ADJ
easat-2033	142	46	(	(	PUNCT
easat-2033	142	47	tp	tp	NOUN
easat-2033	142	48	):	):	PUNCT
easat-2033	142	49	this	this	PRON
easat-2033	142	50	is	be	AUX
easat-2033	142	51	the	the	DET
easat-2033	142	52	amount	amount	NOUN
easat-2033	142	53	of	of	ADP
easat-2033	142	54	data	datum	NOUN
easat-2033	142	55	that	that	PRON
easat-2033	142	56	actually	actually	ADV
easat-2033	142	57	falls	fall	VERB
easat-2033	142	58	into	into	ADP
easat-2033	142	59	the	the	DET
easat-2033	142	60	positive	positive	ADJ
easat-2033	142	61	category	category	NOUN
easat-2033	142	62	(	(	PUNCT
easat-2033	142	63	disaster	disaster	NOUN
easat-2033	142	64	)	)	PUNCT
easat-2033	142	65	and	and	CCONJ
easat-2033	142	66	is	be	AUX
easat-2033	142	67	successfully	successfully	ADV
easat-2033	142	68	predicted	predict	VERB
easat-2033	142	69	correctly	correctly	ADV
easat-2033	142	70	by	by	ADP
easat-2033	142	71	the	the	DET
easat-2033	142	72	model	model	NOUN
easat-2033	142	73	.	.	PUNCT
easat-2033	143	1	•	•	NUM
easat-2033	143	2	true	true	ADJ
easat-2033	143	3	negative	negative	ADJ
easat-2033	143	4	(	(	PUNCT
easat-2033	143	5	tn	tn	NOUN
easat-2033	143	6	):	):	PUNCT
easat-2033	143	7	represents	represent	VERB
easat-2033	143	8	the	the	DET
easat-2033	143	9	amount	amount	NOUN
easat-2033	143	10	of	of	ADP
easat-2033	143	11	data	datum	NOUN
easat-2033	143	12	that	that	PRON
easat-2033	143	13	actually	actually	ADV
easat-2033	143	14	falls	fall	VERB
easat-2033	143	15	into	into	ADP
easat-2033	143	16	the	the	DET
easat-2033	143	17	negative	negative	ADJ
easat-2033	143	18	category	category	NOUN
easat-2033	143	19	(	(	PUNCT
easat-2033	143	20	non	non	ADJ
easat-2033	143	21	-	-	NOUN
easat-2033	143	22	disaster	disaster	NOUN
easat-2033	143	23	)	)	PUNCT
easat-2033	143	24	and	and	CCONJ
easat-2033	143	25	is	be	AUX
easat-2033	143	26	correctly	correctly	ADV
easat-2033	143	27	predicted	predict	VERB
easat-2033	143	28	by	by	ADP
easat-2033	143	29	the	the	DET
easat-2033	143	30	model	model	NOUN
easat-2033	143	31	.	.	PUNCT
easat-2033	144	1	•	•	NUM
easat-2033	144	2	false	false	ADJ
easat-2033	144	3	positive	positive	ADJ
easat-2033	144	4	(	(	PUNCT
easat-2033	144	5	fp	fp	NOUN
easat-2033	144	6	):	):	PUNCT
easat-2033	144	7	represents	represent	VERB
easat-2033	144	8	the	the	DET
easat-2033	144	9	amount	amount	NOUN
easat-2033	144	10	of	of	ADP
easat-2033	144	11	data	datum	NOUN
easat-2033	144	12	that	that	PRON
easat-2033	144	13	actually	actually	ADV
easat-2033	144	14	belongs	belong	VERB
easat-2033	144	15	to	to	ADP
easat-2033	144	16	the	the	DET
easat-2033	144	17	negative	negative	ADJ
easat-2033	144	18	(	(	PUNCT
easat-2033	144	19	non	non	ADJ
easat-2033	144	20	-	-	ADJ
easat-2033	144	21	disaster	disaster	ADJ
easat-2033	144	22	)	)	PUNCT
easat-2033	144	23	category	category	NOUN
easat-2033	144	24	,	,	PUNCT
easat-2033	144	25	but	but	CCONJ
easat-2033	144	26	was	be	AUX
easat-2033	144	27	incorrectly	incorrectly	ADV
easat-2033	144	28	predicted	predict	VERB
easat-2033	144	29	as	as	ADP
easat-2033	144	30	positive	positive	ADJ
easat-2033	144	31	(	(	PUNCT
easat-2033	144	32	disaster	disaster	NOUN
easat-2033	144	33	)	)	PUNCT
easat-2033	144	34	by	by	ADP
easat-2033	144	35	the	the	DET
easat-2033	144	36	model	model	NOUN
easat-2033	144	37	.	.	PUNCT
easat-2033	145	1	•	•	NUM
easat-2033	145	2	false	false	ADJ
easat-2033	145	3	negative	negative	ADJ
easat-2033	145	4	(	(	PUNCT
easat-2033	145	5	fn	fn	NOUN
easat-2033	145	6	):	):	PUNCT
easat-2033	145	7	represents	represent	VERB
easat-2033	145	8	the	the	DET
easat-2033	145	9	amount	amount	NOUN
easat-2033	145	10	of	of	ADP
easat-2033	145	11	data	datum	NOUN
easat-2033	145	12	that	that	PRON
easat-2033	145	13	actually	actually	ADV
easat-2033	145	14	belongs	belong	VERB
easat-2033	145	15	to	to	ADP
easat-2033	145	16	the	the	DET
easat-2033	145	17	positive	positive	ADJ
easat-2033	145	18	(	(	PUNCT
easat-2033	145	19	disaster	disaster	NOUN
easat-2033	145	20	)	)	PUNCT
easat-2033	145	21	category	category	NOUN
easat-2033	145	22	,	,	PUNCT
easat-2033	145	23	but	but	CCONJ
easat-2033	145	24	is	be	AUX
easat-2033	145	25	incorrectly	incorrectly	ADV
easat-2033	145	26	predicted	predict	VERB
easat-2033	145	27	as	as	ADP
easat-2033	145	28	negative	negative	ADJ
easat-2033	145	29	(	(	PUNCT
easat-2033	145	30	non	non	ADJ
easat-2033	145	31	-	-	NOUN
easat-2033	145	32	disaster	disaster	NOUN
easat-2033	145	33	)	)	PUNCT
easat-2033	145	34	by	by	ADP
easat-2033	145	35	the	the	DET
easat-2033	145	36	model	model	NOUN
easat-2033	145	37	.	.	PUNCT
easat-2033	146	1	176	176	NUM
easat-2033	146	2	edelweiss	edelweiss	PROPN
easat-2033	146	3	applied	apply	VERB
easat-2033	146	4	science	science	NOUN
easat-2033	146	5	and	and	CCONJ
easat-2033	146	6	technology	technology	NOUN
easat-2033	146	7	issn	issn	PROPN
easat-2033	146	8	:	:	PUNCT
easat-2033	146	9	2576	2576	NUM
easat-2033	146	10	-	-	SYM
easat-2033	146	11	8484	8484	NUM
easat-2033	146	12	vol	vol	NOUN
easat-2033	146	13	.	.	PROPN
easat-2033	146	14	8	8	NUM
easat-2033	146	15	,	,	PUNCT
easat-2033	146	16	no	no	INTJ
easat-2033	146	17	.	.	NOUN
easat-2033	147	1	6	6	NUM
easat-2033	147	2	:	:	SYM
easat-2033	147	3	169	169	NUM
easat-2033	147	4	-	-	SYM
easat-2033	147	5	183	183	NUM
easat-2033	147	6	,	,	PUNCT
easat-2033	147	7	2024	2024	NUM
easat-2033	147	8	doi	doi	NOUN
easat-2033	147	9	:	:	PUNCT
easat-2033	147	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	147	11	©	©	PROPN
easat-2033	147	12	2024	2024	NUM
easat-2033	147	13	by	by	ADP
easat-2033	147	14	the	the	DET
easat-2033	147	15	author	author	NOUN
easat-2033	147	16	;	;	PUNCT
easat-2033	147	17	licensee	licensee	PROPN
easat-2033	147	18	learning	learning	NOUN
easat-2033	147	19	gate	gate	NOUN
easat-2033	147	20	3	3	PROPN
easat-2033	147	21	.	.	NOUN
easat-2033	147	22	results	result	NOUN
easat-2033	147	23	and	and	CCONJ
easat-2033	147	24	discussion	discussion	NOUN
easat-2033	147	25	in	in	ADP
easat-2033	147	26	an	an	DET
easat-2033	147	27	effort	effort	NOUN
easat-2033	147	28	to	to	PART
easat-2033	147	29	provide	provide	VERB
easat-2033	147	30	a	a	DET
easat-2033	147	31	more	more	ADJ
easat-2033	147	32	in	in	ADP
easat-2033	147	33	-	-	PUNCT
easat-2033	147	34	depth	depth	NOUN
easat-2033	147	35	understanding	understanding	NOUN
easat-2033	147	36	of	of	ADP
easat-2033	147	37	the	the	DET
easat-2033	147	38	label	label	NOUN
easat-2033	147	39	distribution	distribution	NOUN
easat-2033	147	40	within	within	ADP
easat-2033	147	41	the	the	DET
easat-2033	147	42	proposed	propose	VERB
easat-2033	147	43	classification	classification	NOUN
easat-2033	147	44	system	system	NOUN
easat-2033	147	45	,	,	PUNCT
easat-2033	147	46	this	this	DET
easat-2033	147	47	information	information	NOUN
easat-2033	147	48	is	be	AUX
easat-2033	147	49	visually	visually	ADV
easat-2033	147	50	presented	present	VERB
easat-2033	147	51	through	through	ADP
easat-2033	147	52	a	a	DET
easat-2033	147	53	bar	bar	NOUN
easat-2033	147	54	chart	chart	NOUN
easat-2033	147	55	.	.	PUNCT
easat-2033	148	1	this	this	DET
easat-2033	148	2	chart	chart	NOUN
easat-2033	148	3	not	not	PART
easat-2033	148	4	only	only	ADV
easat-2033	148	5	offers	offer	VERB
easat-2033	148	6	a	a	DET
easat-2033	148	7	clear	clear	ADJ
easat-2033	148	8	visual	visual	ADJ
easat-2033	148	9	representation	representation	NOUN
easat-2033	148	10	but	but	CCONJ
easat-2033	148	11	also	also	ADV
easat-2033	148	12	provides	provide	VERB
easat-2033	148	13	a	a	DET
easat-2033	148	14	comprehensive	comprehensive	ADJ
easat-2033	148	15	overview	overview	NOUN
easat-2033	148	16	of	of	ADP
easat-2033	148	17	the	the	DET
easat-2033	148	18	prevalence	prevalence	NOUN
easat-2033	148	19	of	of	ADP
easat-2033	148	20	each	each	DET
easat-2033	148	21	behavioral	behavioral	ADJ
easat-2033	148	22	disaster	disaster	NOUN
easat-2033	148	23	data	datum	NOUN
easat-2033	148	24	category	category	NOUN
easat-2033	148	25	.	.	PUNCT
easat-2033	149	1	by	by	ADP
easat-2033	149	2	leveraging	leverage	VERB
easat-2033	149	3	graphical	graphical	ADJ
easat-2033	149	4	representation	representation	NOUN
easat-2033	149	5	,	,	PUNCT
easat-2033	149	6	researchers	researcher	NOUN
easat-2033	149	7	and	and	CCONJ
easat-2033	149	8	stakeholders	stakeholder	NOUN
easat-2033	149	9	can	can	AUX
easat-2033	149	10	easily	easily	ADV
easat-2033	149	11	discern	discern	VERB
easat-2033	149	12	the	the	DET
easat-2033	149	13	comparisons	comparison	NOUN
easat-2033	149	14	between	between	ADP
easat-2033	149	15	the	the	DET
easat-2033	149	16	quantities	quantity	NOUN
easat-2033	149	17	of	of	ADP
easat-2033	149	18	data	datum	NOUN
easat-2033	149	19	associated	associate	VERB
easat-2033	149	20	with	with	ADP
easat-2033	149	21	specific	specific	ADJ
easat-2033	149	22	behaviors	behavior	NOUN
easat-2033	149	23	in	in	ADP
easat-2033	149	24	the	the	DET
easat-2033	149	25	context	context	NOUN
easat-2033	149	26	of	of	ADP
easat-2033	149	27	disasters	disaster	NOUN
easat-2033	149	28	.	.	PUNCT
easat-2033	150	1	this	this	DET
easat-2033	150	2	approach	approach	NOUN
easat-2033	150	3	aims	aim	VERB
easat-2033	150	4	to	to	PART
easat-2033	150	5	enhance	enhance	VERB
easat-2033	150	6	comprehension	comprehension	NOUN
easat-2033	150	7	of	of	ADP
easat-2033	150	8	data	datum	NOUN
easat-2033	150	9	distribution	distribution	NOUN
easat-2033	150	10	and	and	CCONJ
easat-2033	150	11	lay	lie	VERB
easat-2033	150	12	a	a	DET
easat-2033	150	13	robust	robust	ADJ
easat-2033	150	14	foundation	foundation	NOUN
easat-2033	150	15	for	for	ADP
easat-2033	150	16	further	further	ADJ
easat-2033	150	17	decision	decision	NOUN
easat-2033	150	18	-	-	PUNCT
easat-2033	150	19	making	making	NOUN
easat-2033	150	20	in	in	ADP
easat-2033	150	21	the	the	DET
easat-2033	150	22	development	development	NOUN
easat-2033	150	23	of	of	ADP
easat-2033	150	24	an	an	DET
easat-2033	150	25	effective	effective	ADJ
easat-2033	150	26	classification	classification	NOUN
easat-2033	150	27	system	system	NOUN
easat-2033	150	28	.	.	PUNCT
easat-2033	151	1	figure	figure	NOUN
easat-2033	151	2	4	4	NUM
easat-2033	151	3	.	.	PUNCT
easat-2033	151	4	data	datum	NOUN
easat-2033	151	5	category	category	NOUN
easat-2033	151	6	of	of	ADP
easat-2033	151	7	evacuation	evacuation	NOUN
easat-2033	151	8	route	route	NOUN
easat-2033	151	9	,	,	PUNCT
easat-2033	151	10	shelter	shelter	NOUN
easat-2033	151	11	,	,	PUNCT
easat-2033	151	12	food	food	NOUN
easat-2033	151	13	,	,	PUNCT
easat-2033	151	14	medical	medical	ADJ
easat-2033	151	15	emergency	emergency	NOUN
easat-2033	151	16	,	,	PUNCT
easat-2033	151	17	water	water	NOUN
easat-2033	151	18	,	,	PUNCT
easat-2033	151	19	electricity	electricity	NOUN
easat-2033	151	20	,	,	PUNCT
easat-2033	151	21	and	and	CCONJ
easat-2033	151	22	clothes	clothe	NOUN
easat-2033	151	23	.	.	PUNCT
easat-2033	152	1	figure	figure	NOUN
easat-2033	152	2	5	5	NUM
easat-2033	152	3	.	.	PUNCT
easat-2033	153	1	distribution	distribution	NOUN
easat-2033	153	2	of	of	ADP
easat-2033	153	3	category	category	NOUN
easat-2033	153	4	.	.	PUNCT
easat-2033	154	1	177	177	NUM
easat-2033	154	2	edelweiss	edelweiss	PROPN
easat-2033	154	3	applied	apply	VERB
easat-2033	154	4	science	science	NOUN
easat-2033	154	5	and	and	CCONJ
easat-2033	154	6	technology	technology	NOUN
easat-2033	154	7	issn	issn	PROPN
easat-2033	154	8	:	:	PUNCT
easat-2033	154	9	2576	2576	NUM
easat-2033	154	10	-	-	SYM
easat-2033	154	11	8484	8484	NUM
easat-2033	154	12	vol	vol	NOUN
easat-2033	154	13	.	.	PROPN
easat-2033	155	1	8	8	NUM
easat-2033	155	2	,	,	PUNCT
easat-2033	155	3	no	no	INTJ
easat-2033	155	4	.	.	NOUN
easat-2033	156	1	6	6	NUM
easat-2033	156	2	:	:	SYM
easat-2033	156	3	169	169	NUM
easat-2033	156	4	-	-	SYM
easat-2033	156	5	183	183	NUM
easat-2033	156	6	,	,	PUNCT
easat-2033	156	7	2024	2024	NUM
easat-2033	156	8	doi	doi	NOUN
easat-2033	156	9	:	:	PUNCT
easat-2033	156	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	156	11	©	©	PROPN
easat-2033	156	12	2024	2024	NUM
easat-2033	156	13	by	by	ADP
easat-2033	156	14	the	the	DET
easat-2033	156	15	author	author	NOUN
easat-2033	156	16	;	;	PUNCT
easat-2033	156	17	licensee	licensee	PROPN
easat-2033	156	18	learning	learning	NOUN
easat-2033	156	19	gate	gate	VERB
easat-2033	156	20	the	the	DET
easat-2033	156	21	initial	initial	ADJ
easat-2033	156	22	phase	phase	NOUN
easat-2033	156	23	of	of	ADP
easat-2033	156	24	data	datum	NOUN
easat-2033	156	25	preprocessing	preprocessing	NOUN
easat-2033	156	26	is	be	AUX
easat-2033	156	27	a	a	DET
easat-2033	156	28	crucial	crucial	ADJ
easat-2033	156	29	step	step	NOUN
easat-2033	156	30	that	that	PRON
easat-2033	156	31	encompasses	encompass	VERB
easat-2033	156	32	several	several	ADJ
easat-2033	156	33	essential	essential	ADJ
easat-2033	156	34	tasks	task	NOUN
easat-2033	156	35	aimed	aim	VERB
easat-2033	156	36	at	at	ADP
easat-2033	156	37	refining	refining	NOUN
easat-2033	156	38	and	and	CCONJ
easat-2033	156	39	structuring	structure	VERB
easat-2033	156	40	the	the	DET
easat-2033	156	41	raw	raw	ADJ
easat-2033	156	42	text	text	NOUN
easat-2033	156	43	data	datum	NOUN
easat-2033	156	44	for	for	ADP
easat-2033	156	45	subsequent	subsequent	ADJ
easat-2033	156	46	analysis	analysis	NOUN
easat-2033	156	47	.	.	PUNCT
easat-2033	157	1	among	among	ADP
easat-2033	157	2	these	these	DET
easat-2033	157	3	tasks	task	NOUN
easat-2033	157	4	,	,	PUNCT
easat-2033	157	5	the	the	DET
easat-2033	157	6	removal	removal	NOUN
easat-2033	157	7	of	of	ADP
easat-2033	157	8	mentions	mention	NOUN
easat-2033	157	9	,	,	PUNCT
easat-2033	157	10	urls	url	NOUN
easat-2033	157	11	,	,	PUNCT
easat-2033	157	12	numbers	number	NOUN
easat-2033	157	13	,	,	PUNCT
easat-2033	157	14	and	and	CCONJ
easat-2033	157	15	punctuations	punctuation	NOUN
easat-2033	157	16	plays	play	VERB
easat-2033	157	17	a	a	DET
easat-2033	157	18	pivotal	pivotal	ADJ
easat-2033	157	19	role	role	NOUN
easat-2033	157	20	in	in	ADP
easat-2033	157	21	streamlining	streamline	VERB
easat-2033	157	22	the	the	DET
easat-2033	157	23	text	text	NOUN
easat-2033	157	24	corpus	corpus	NOUN
easat-2033	157	25	.	.	PUNCT
easat-2033	158	1	by	by	ADP
easat-2033	158	2	eliminating	eliminate	VERB
easat-2033	158	3	extraneous	extraneous	ADJ
easat-2033	158	4	elements	element	NOUN
easat-2033	158	5	such	such	ADJ
easat-2033	158	6	as	as	ADP
easat-2033	158	7	social	social	ADJ
easat-2033	158	8	media	medium	NOUN
easat-2033	158	9	mentions	mention	NOUN
easat-2033	158	10	,	,	PUNCT
easat-2033	158	11	web	web	NOUN
easat-2033	158	12	links	link	NOUN
easat-2033	158	13	,	,	PUNCT
easat-2033	158	14	numeric	numeric	ADJ
easat-2033	158	15	characters	character	NOUN
easat-2033	158	16	,	,	PUNCT
easat-2033	158	17	and	and	CCONJ
easat-2033	158	18	punctuation	punctuation	NOUN
easat-2033	158	19	marks	mark	NOUN
easat-2033	158	20	,	,	PUNCT
easat-2033	158	21	the	the	DET
easat-2033	158	22	processed	process	VERB
easat-2033	158	23	dataset	dataset	NOUN
easat-2033	158	24	becomes	become	VERB
easat-2033	158	25	cleaner	clean	ADJ
easat-2033	158	26	and	and	CCONJ
easat-2033	158	27	more	more	ADV
easat-2033	158	28	focused	focused	ADJ
easat-2033	158	29	.	.	PUNCT
easat-2033	159	1	this	this	DET
easat-2033	159	2	meticulous	meticulous	ADJ
easat-2033	159	3	cleaning	cleaning	NOUN
easat-2033	159	4	process	process	NOUN
easat-2033	159	5	contributes	contribute	VERB
easat-2033	159	6	to	to	ADP
easat-2033	159	7	the	the	DET
easat-2033	159	8	creation	creation	NOUN
easat-2033	159	9	of	of	ADP
easat-2033	159	10	a	a	DET
easat-2033	159	11	high	high	ADJ
easat-2033	159	12	-	-	PUNCT
easat-2033	159	13	quality	quality	NOUN
easat-2033	159	14	dataset	dataset	NOUN
easat-2033	159	15	,	,	PUNCT
easat-2033	159	16	setting	set	VERB
easat-2033	159	17	the	the	DET
easat-2033	159	18	foundation	foundation	NOUN
easat-2033	159	19	for	for	ADP
easat-2033	159	20	enhanced	enhanced	ADJ
easat-2033	159	21	accuracy	accuracy	NOUN
easat-2033	159	22	in	in	ADP
easat-2033	159	23	downstream	downstream	ADJ
easat-2033	159	24	natural	natural	ADJ
easat-2033	159	25	language	language	NOUN
easat-2033	159	26	processing	processing	NOUN
easat-2033	159	27	(	(	PUNCT
easat-2033	159	28	nlp	nlp	NOUN
easat-2033	159	29	)	)	PUNCT
easat-2033	159	30	tasks	task	NOUN
easat-2033	159	31	.	.	PUNCT
easat-2033	160	1	the	the	DET
easat-2033	160	2	refined	refined	ADJ
easat-2033	160	3	dataset	dataset	NOUN
easat-2033	160	4	not	not	PART
easat-2033	160	5	only	only	ADV
easat-2033	160	6	aids	aid	NOUN
easat-2033	160	7	in	in	ADP
easat-2033	160	8	mitigating	mitigate	VERB
easat-2033	160	9	noise	noise	NOUN
easat-2033	160	10	and	and	CCONJ
easat-2033	160	11	irrelevant	irrelevant	ADJ
easat-2033	160	12	information	information	NOUN
easat-2033	160	13	but	but	CCONJ
easat-2033	160	14	also	also	ADV
easat-2033	160	15	facilitates	facilitate	VERB
easat-2033	160	16	a	a	DET
easat-2033	160	17	more	more	ADV
easat-2033	160	18	effective	effective	ADJ
easat-2033	160	19	and	and	CCONJ
easat-2033	160	20	precise	precise	ADJ
easat-2033	160	21	analysis	analysis	NOUN
easat-2033	160	22	of	of	ADP
easat-2033	160	23	textual	textual	ADJ
easat-2033	160	24	content	content	NOUN
easat-2033	160	25	,	,	PUNCT
easat-2033	160	26	ultimately	ultimately	ADV
easat-2033	160	27	improving	improve	VERB
easat-2033	160	28	the	the	DET
easat-2033	160	29	overall	overall	ADJ
easat-2033	160	30	performance	performance	NOUN
easat-2033	160	31	of	of	ADP
easat-2033	160	32	nlp	nlp	NOUN
easat-2033	160	33	models	model	NOUN
easat-2033	160	34	and	and	CCONJ
easat-2033	160	35	algorithms	algorithm	NOUN
easat-2033	160	36	applied	apply	VERB
easat-2033	160	37	to	to	ADP
easat-2033	160	38	the	the	DET
easat-2033	160	39	data	datum	NOUN
easat-2033	160	40	.	.	PUNCT
easat-2033	161	1	table	table	NOUN
easat-2033	161	2	1	1	NUM
easat-2033	161	3	.	.	PUNCT
easat-2033	162	1	removal	removal	NOUN
easat-2033	162	2	of	of	ADP
easat-2033	162	3	mentions	mention	NOUN
easat-2033	162	4	,	,	PUNCT
easat-2033	162	5	urls	url	NOUN
easat-2033	162	6	,	,	PUNCT
easat-2033	162	7	numbers	number	NOUN
easat-2033	162	8	,	,	PUNCT
easat-2033	162	9	and	and	CCONJ
easat-2033	162	10	punctuations	punctuation	NOUN
easat-2033	162	11	in	in	ADP
easat-2033	162	12	indonesian	indonesian	ADJ
easat-2033	162	13	.	.	PUNCT
easat-2033	163	1	text	text	NOUN
easat-2033	163	2	text	text	NOUN
easat-2033	163	3	with	with	ADP
easat-2033	163	4	removal	removal	NOUN
easat-2033	163	5	mentions	mention	NOUN
easat-2033	163	6	,	,	PUNCT
easat-2033	163	7	emoji	emoji	PROPN
easat-2033	163	8	,	,	PUNCT
easat-2033	163	9	urls	url	NOUN
easat-2033	163	10	,	,	PUNCT
easat-2033	163	11	numbers	number	NOUN
easat-2033	163	12	and	and	CCONJ
easat-2033	163	13	punctuations	punctuation	NOUN
easat-2033	163	14	udah	udah	PROPN
easat-2033	163	15	pada	pada	PROPN
easat-2033	163	16	baca	baca	PROPN
easat-2033	163	17	ini	ini	PROPN
easat-2033	164	1	?	?	PROPN
easat-2033	164	2	kapolri	kapolri	PROPN
easat-2033	164	3	akan	akan	PROPN
easat-2033	164	4	kerahkan	kerahkan	PROPN
easat-2033	164	5	tenaga	tenaga	PROPN
easat-2033	164	6	medis	medis	PROPN
easat-2033	164	7	tambahan	tambahan	PROPN
easat-2033	164	8	#	#	PROPN
easat-2033	164	9	penangananpascagempa	penangananpascagempa	PROPN
easat-2033	164	10	untuk	untuk	PROPN
easat-2033	164	11	peduli	peduli	PROPN
easat-2033	164	12	warga	warga	PROPN
easat-2033	164	13	cianjur	cianjur	PROPN
easat-2033	164	14	kapolri	kapolri	PROPN
easat-2033	164	15	meninjau	meninjau	PROPN
easat-2033	164	16	langsung	langsung	PROPN
easat-2033	164	17	kondisi	kondisi	PROPN
easat-2033	164	18	masyarakat	masyarakat	PROPN
easat-2033	164	19	terdampak	terdampak	PROPN
easat-2033	164	20	gempa	gempa	PROPN
easat-2033	164	21	bumi	bumi	PROPN
easat-2033	164	22	yang	yang	PROPN
easat-2033	164	23	dirawat	dirawat	PROPN
easat-2033	164	24	di	di	PROPN
easat-2033	164	25	rumah	rumah	PROPN
easat-2033	164	26	sakit	sakit	PROPN
easat-2033	164	27	bhayangkara	bhayangkara	PROPN
easat-2033	164	28	cianjur	cianjur	NOUN
easat-2033	164	29	,	,	PUNCT
easat-2033	164	30	jawa	jawa	PROPN
easat-2033	164	31	barat	barat	PROPN
easat-2033	164	32	,	,	PUNCT
easat-2033	164	33	selasa	selasa	NOUN
easat-2033	164	34	(	(	PUNCT
easat-2033	164	35	22/11	22/11	NUM
easat-2033	164	36	)	)	PUNCT
easat-2033	164	37	.	.	PUNCT
easat-2033	165	1	udah	udah	PROPN
easat-2033	165	2	pada	pada	PROPN
easat-2033	165	3	baca	baca	PROPN
easat-2033	165	4	ini	ini	PROPN
easat-2033	165	5	kapolri	kapolri	PROPN
easat-2033	165	6	akan	akan	PROPN
easat-2033	165	7	kerahkan	kerahkan	PROPN
easat-2033	165	8	tenaga	tenaga	PROPN
easat-2033	165	9	medis	medis	PROPN
easat-2033	165	10	tambahan	tambahan	PROPN
easat-2033	165	11	penangananpascagempa	penangananpascagempa	PROPN
easat-2033	165	12	untuk	untuk	PROPN
easat-2033	165	13	peduli	peduli	PROPN
easat-2033	165	14	warga	warga	PROPN
easat-2033	165	15	cianjur	cianjur	PROPN
easat-2033	165	16	kapolri	kapolri	PROPN
easat-2033	165	17	meninjau	meninjau	PROPN
easat-2033	165	18	langsung	langsung	PROPN
easat-2033	165	19	kondisi	kondisi	PROPN
easat-2033	165	20	masyarakat	masyarakat	PROPN
easat-2033	165	21	terdampak	terdampak	PROPN
easat-2033	165	22	gempa	gempa	PROPN
easat-2033	165	23	bumi	bumi	PROPN
easat-2033	165	24	yang	yang	PROPN
easat-2033	165	25	dirawat	dirawat	PROPN
easat-2033	165	26	di	di	PROPN
easat-2033	165	27	rumah	rumah	PROPN
easat-2033	165	28	sakit	sakit	PROPN
easat-2033	165	29	bhayangkara	bhayangkara	PROPN
easat-2033	165	30	cianjur	cianjur	NOUN
easat-2033	165	31	jawa	jawa	PROPN
easat-2033	165	32	barat	barat	PROPN
easat-2033	165	33	selasa	selasa	PROPN
easat-2033	165	34	in	in	ADP
easat-2033	165	35	an	an	DET
easat-2033	165	36	effort	effort	NOUN
easat-2033	165	37	to	to	PART
easat-2033	165	38	preserve	preserve	VERB
easat-2033	165	39	contextual	contextual	ADJ
easat-2033	165	40	nuances	nuance	NOUN
easat-2033	165	41	,	,	PUNCT
easat-2033	165	42	stop	stop	VERB
easat-2033	165	43	words	word	NOUN
easat-2033	165	44	are	be	AUX
easat-2033	165	45	retained	retain	VERB
easat-2033	165	46	during	during	ADP
easat-2033	165	47	text	text	NOUN
easat-2033	165	48	analysis	analysis	NOUN
easat-2033	165	49	.	.	PUNCT
easat-2033	166	1	this	this	DET
easat-2033	166	2	decision	decision	NOUN
easat-2033	166	3	aims	aim	VERB
easat-2033	166	4	to	to	PART
easat-2033	166	5	provide	provide	VERB
easat-2033	166	6	a	a	DET
easat-2033	166	7	deeper	deep	ADJ
easat-2033	166	8	and	and	CCONJ
easat-2033	166	9	more	more	ADV
easat-2033	166	10	nuanced	nuanced	ADJ
easat-2033	166	11	understanding	understanding	NOUN
easat-2033	166	12	of	of	ADP
easat-2033	166	13	the	the	DET
easat-2033	166	14	language	language	NOUN
easat-2033	166	15	while	while	SCONJ
easat-2033	166	16	preventing	prevent	VERB
easat-2033	166	17	potential	potential	ADJ
easat-2033	166	18	information	information	NOUN
easat-2033	166	19	loss	loss	NOUN
easat-2033	166	20	that	that	PRON
easat-2033	166	21	may	may	AUX
easat-2033	166	22	occur	occur	VERB
easat-2033	166	23	if	if	SCONJ
easat-2033	166	24	stop	stop	VERB
easat-2033	166	25	words	word	NOUN
easat-2033	166	26	are	be	AUX
easat-2033	166	27	removed	remove	VERB
easat-2033	166	28	.	.	PUNCT
easat-2033	167	1	although	although	SCONJ
easat-2033	167	2	stop	stop	VERB
easat-2033	167	3	words	word	NOUN
easat-2033	167	4	may	may	AUX
easat-2033	167	5	be	be	AUX
easat-2033	167	6	considered	consider	VERB
easat-2033	167	7	common	common	ADJ
easat-2033	167	8	or	or	CCONJ
easat-2033	167	9	less	less	ADV
easat-2033	167	10	meaningful	meaningful	ADJ
easat-2033	167	11	individually	individually	ADV
easat-2033	167	12	,	,	PUNCT
easat-2033	167	13	their	their	PRON
easat-2033	167	14	presence	presence	NOUN
easat-2033	167	15	can	can	AUX
easat-2033	167	16	contribute	contribute	VERB
easat-2033	167	17	to	to	ADP
easat-2033	167	18	the	the	DET
easat-2033	167	19	overall	overall	ADJ
easat-2033	167	20	meaning	meaning	NOUN
easat-2033	167	21	in	in	ADP
easat-2033	167	22	the	the	DET
easat-2033	167	23	context	context	NOUN
easat-2033	167	24	of	of	ADP
easat-2033	167	25	sentences	sentence	NOUN
easat-2033	167	26	and	and	CCONJ
easat-2033	167	27	documents	document	NOUN
easat-2033	167	28	.	.	PUNCT
easat-2033	168	1	by	by	ADP
easat-2033	168	2	retaining	retain	VERB
easat-2033	168	3	stop	stop	NOUN
easat-2033	168	4	words	word	NOUN
easat-2033	168	5	,	,	PUNCT
easat-2033	168	6	text	text	NOUN
easat-2033	168	7	analysis	analysis	NOUN
easat-2033	168	8	can	can	AUX
easat-2033	168	9	more	more	ADV
easat-2033	168	10	accurately	accurately	ADV
easat-2033	168	11	represent	represent	VERB
easat-2033	168	12	the	the	DET
easat-2033	168	13	complexity	complexity	NOUN
easat-2033	168	14	of	of	ADP
easat-2033	168	15	language	language	NOUN
easat-2033	168	16	and	and	CCONJ
easat-2033	168	17	context	context	NOUN
easat-2033	168	18	,	,	PUNCT
easat-2033	168	19	enabling	enable	VERB
easat-2033	168	20	a	a	DET
easat-2033	168	21	more	more	ADV
easat-2033	168	22	holistic	holistic	ADJ
easat-2033	168	23	understanding	understanding	NOUN
easat-2033	168	24	of	of	ADP
easat-2033	168	25	the	the	DET
easat-2033	168	26	meaning	meaning	NOUN
easat-2033	168	27	contained	contain	VERB
easat-2033	168	28	in	in	ADP
easat-2033	168	29	the	the	DET
easat-2033	168	30	text	text	NOUN
easat-2033	168	31	.	.	PUNCT
easat-2033	169	1	table	table	NOUN
easat-2033	169	2	2	2	NUM
easat-2033	169	3	.	.	PUNCT
easat-2033	169	4	stop	stop	VERB
easat-2033	169	5	removal	removal	NOUN
easat-2033	169	6	text	text	NOUN
easat-2033	169	7	analysis	analysis	NOUN
easat-2033	169	8	in	in	ADP
easat-2033	169	9	indonesian	indonesian	PROPN
easat-2033	169	10	.	.	PUNCT
easat-2033	170	1	text	text	NOUN
easat-2033	170	2	text	text	NOUN
easat-2033	170	3	with	with	ADP
easat-2033	170	4	stop	stop	VERB
easat-2033	170	5	removal	removal	NOUN
easat-2033	170	6	bener	bener	NOUN
easat-2033	170	7	-	-	PUNCT
easat-2033	170	8	bener	bener	PROPN
easat-2033	170	9	ya	ya	PROPN
easat-2033	170	10	yuk	yuk	PROPN
easat-2033	170	11	udah	udah	PROPN
easat-2033	170	12	yuk	yuk	PROPN
easat-2033	170	13	gempa	gempa	PROPN
easat-2033	170	14	susulannya	susulannya	NOUN
easat-2033	170	15	kasian	kasian	PROPN
easat-2033	170	16	teman	teman	PROPN
easat-2033	170	17	saudara	saudara	PROPN
easat-2033	171	1	dsana	dsana	PROPN
easat-2033	171	2	mana	mana	PROPN
easat-2033	171	3	kemarin	kemarin	PROPN
easat-2033	171	4	ujan	ujan	PROPN
easat-2033	171	5	skrg	skrg	PROPN
easat-2033	171	6	pun	pun	PROPN
easat-2033	171	7	matahari	matahari	PROPN
easat-2033	171	8	sulit	sulit	PROPN
easat-2033	171	9	dan	dan	PROPN
easat-2033	171	10	entah	entah	PROPN
easat-2033	171	11	kenapa	kenapa	PROPN
easat-2033	171	12	aku	aku	PROPN
easat-2033	171	13	selalu	selalu	PROPN
easat-2033	171	14	ikut	ikut	PROPN
easat-2033	171	15	rasain	rasain	PROPN
easat-2033	171	16	getaran	getaran	VERB
easat-2033	171	17	gempa	gempa	NOUN
easat-2033	171	18	susulannya	susulannya	NOUN
easat-2033	171	19	walau	walau	VERB
easat-2033	172	1	kecil	kecil	PROPN
easat-2033	172	2	kecil	kecil	PROPN
easat-2033	172	3	aja	aja	PROPN
easat-2033	172	4	udah	udah	PROPN
easat-2033	172	5	setakut	setakut	PROPN
easat-2033	172	6	itu	itu	PROPN
easat-2033	172	7	aplgi	aplgi	PROPN
easat-2033	172	8	org	org	PROPN
easat-2033	172	9	cianjur	cianjur	PROPN
easat-2033	172	10	yaak	yaak	PROPN
easat-2033	172	11	bener	bener	PROPN
easat-2033	172	12	-	-	PUNCT
easat-2033	172	13	bener	bener	PROPN
easat-2033	172	14	yayuk	yayuk	NOUN
easat-2033	172	15	yuk	yuk	PROPN
easat-2033	172	16	gempa	gempa	PROPN
easat-2033	172	17	susulannya	susulannya	NOUN
easat-2033	172	18	kasian	kasian	PROPN
easat-2033	172	19	teman	teman	PROPN
easat-2033	172	20	saudara	saudara	PROPN
easat-2033	172	21	dsana	dsana	PROPN
easat-2033	172	22	kemarin	kemarin	PROPN
easat-2033	172	23	ujan	ujan	PROPN
easat-2033	172	24	matahari	matahari	PROPN
easat-2033	172	25	sulit	sulit	PROPN
easat-2033	172	26	.	.	PUNCT
easat-2033	173	1	aku	aku	PROPN
easat-2033	173	2	ikut	ikut	PROPN
easat-2033	173	3	rasain	rasain	PROPN
easat-2033	173	4	getaran	getaran	VERB
easat-2033	173	5	gempa	gempa	NOUN
easat-2033	173	6	susulannya	susulannya	PROPN
easat-2033	173	7	kecil	kecil	PROPN
easat-2033	173	8	kecil	kecil	PROPN
easat-2033	173	9	setakut	setakut	ADJ
easat-2033	173	10	org	org	ADJ
easat-2033	173	11	cianjur	cianjur	NOUN
easat-2033	173	12	before	before	ADP
easat-2033	173	13	inputting	inputte	VERB
easat-2033	173	14	data	datum	NOUN
easat-2033	173	15	into	into	ADP
easat-2033	173	16	the	the	DET
easat-2033	173	17	algorithm	algorithm	NOUN
easat-2033	173	18	,	,	PUNCT
easat-2033	173	19	the	the	DET
easat-2033	173	20	dataset	dataset	NOUN
easat-2033	173	21	was	be	AUX
easat-2033	173	22	split	split	VERB
easat-2033	173	23	into	into	ADP
easat-2033	173	24	training	training	NOUN
easat-2033	173	25	and	and	CCONJ
easat-2033	173	26	testing	testing	NOUN
easat-2033	173	27	sets	set	NOUN
easat-2033	173	28	with	with	ADP
easat-2033	173	29	a	a	DET
easat-2033	173	30	ratio	ratio	NOUN
easat-2033	173	31	of	of	ADP
easat-2033	173	32	67	67	NUM
easat-2033	173	33	-	-	SYM
easat-2033	173	34	33	33	NUM
easat-2033	173	35	for	for	ADP
easat-2033	173	36	knn	knn	PROPN
easat-2033	173	37	,	,	PUNCT
easat-2033	173	38	80	80	NUM
easat-2033	173	39	-	-	SYM
easat-2033	173	40	20	20	NUM
easat-2033	173	41	for	for	ADP
easat-2033	173	42	random	random	ADJ
easat-2033	173	43	forest	forest	NOUN
easat-2033	173	44	,	,	PUNCT
easat-2033	173	45	and	and	CCONJ
easat-2033	173	46	rnn	rnn	NOUN
easat-2033	173	47	models	model	NOUN
easat-2033	173	48	.	.	PUNCT
easat-2033	174	1	this	this	DET
easat-2033	174	2	step	step	NOUN
easat-2033	174	3	was	be	AUX
easat-2033	174	4	taken	take	VERB
easat-2033	174	5	to	to	PART
easat-2033	174	6	ensure	ensure	VERB
easat-2033	174	7	consistency	consistency	NOUN
easat-2033	174	8	in	in	ADP
easat-2033	174	9	the	the	DET
easat-2033	174	10	execution	execution	NOUN
easat-2033	174	11	of	of	ADP
easat-2033	174	12	the	the	DET
easat-2033	174	13	experiments	experiment	NOUN
easat-2033	174	14	.	.	PUNCT
easat-2033	175	1	next	next	ADV
easat-2033	175	2	,	,	PUNCT
easat-2033	175	3	the	the	DET
easat-2033	175	4	three	three	NUM
easat-2033	175	5	different	different	ADJ
easat-2033	175	6	algorithms	algorithm	NOUN
easat-2033	175	7	,	,	PUNCT
easat-2033	175	8	namely	namely	ADV
easat-2033	175	9	knn	knn	PROPN
easat-2033	175	10	,	,	PUNCT
easat-2033	175	11	random	random	ADJ
easat-2033	175	12	forest	forest	NOUN
easat-2033	175	13	,	,	PUNCT
easat-2033	175	14	and	and	CCONJ
easat-2033	175	15	rnn	rnn	PROPN
easat-2033	175	16	,	,	PUNCT
easat-2033	175	17	were	be	AUX
easat-2033	175	18	applied	apply	VERB
easat-2033	175	19	to	to	PART
easat-2033	175	20	analyze	analyze	VERB
easat-2033	175	21	the	the	DET
easat-2033	175	22	data	datum	NOUN
easat-2033	175	23	with	with	ADP
easat-2033	175	24	the	the	DET
easat-2033	175	25	aim	aim	NOUN
easat-2033	175	26	of	of	ADP
easat-2033	175	27	gaining	gain	VERB
easat-2033	175	28	insights	insight	NOUN
easat-2033	175	29	.	.	PUNCT
easat-2033	176	1	this	this	DET
easat-2033	176	2	approach	approach	NOUN
easat-2033	176	3	provides	provide	VERB
easat-2033	176	4	a	a	DET
easat-2033	176	5	deeper	deep	ADJ
easat-2033	176	6	understanding	understanding	NOUN
easat-2033	176	7	of	of	ADP
easat-2033	176	8	the	the	DET
easat-2033	176	9	performance	performance	NOUN
easat-2033	176	10	of	of	ADP
easat-2033	176	11	the	the	DET
easat-2033	176	12	three	three	NUM
easat-2033	176	13	algorithms	algorithm	NOUN
easat-2033	176	14	in	in	ADP
easat-2033	176	15	the	the	DET
easat-2033	176	16	context	context	NOUN
easat-2033	176	17	of	of	ADP
easat-2033	176	18	the	the	DET
easat-2033	176	19	dataset	dataset	NOUN
easat-2033	176	20	used	use	VERB
easat-2033	176	21	.	.	PUNCT
easat-2033	177	1	the	the	DET
easat-2033	177	2	results	result	NOUN
easat-2033	177	3	of	of	ADP
easat-2033	177	4	this	this	DET
easat-2033	177	5	analysis	analysis	NOUN
easat-2033	177	6	can	can	AUX
easat-2033	177	7	provide	provide	VERB
easat-2033	177	8	a	a	DET
easat-2033	177	9	more	more	ADV
easat-2033	177	10	comprehensive	comprehensive	ADJ
easat-2033	177	11	perspective	perspective	NOUN
easat-2033	177	12	on	on	ADP
easat-2033	177	13	the	the	DET
easat-2033	177	14	ability	ability	NOUN
easat-2033	177	15	and	and	CCONJ
easat-2033	177	16	suitability	suitability	NOUN
easat-2033	177	17	of	of	ADP
easat-2033	177	18	each	each	DET
easat-2033	177	19	algorithm	algorithm	NOUN
easat-2033	177	20	in	in	ADP
easat-2033	177	21	processing	processing	NOUN
easat-2033	177	22	data	datum	NOUN
easat-2033	177	23	,	,	PUNCT
easat-2033	177	24	which	which	PRON
easat-2033	177	25	can	can	AUX
easat-2033	177	26	be	be	AUX
easat-2033	177	27	used	use	VERB
easat-2033	177	28	as	as	ADP
easat-2033	177	29	a	a	DET
easat-2033	177	30	basis	basis	NOUN
easat-2033	177	31	for	for	ADP
easat-2033	177	32	further	further	ADJ
easat-2033	177	33	decision	decision	NOUN
easat-2033	177	34	-	-	PUNCT
easat-2033	177	35	making	making	NOUN
easat-2033	177	36	in	in	ADP
easat-2033	177	37	the	the	DET
easat-2033	177	38	development	development	NOUN
easat-2033	177	39	of	of	ADP
easat-2033	177	40	models	model	NOUN
easat-2033	177	41	or	or	CCONJ
easat-2033	177	42	systems	system	NOUN
easat-2033	177	43	related	relate	VERB
easat-2033	177	44	to	to	ADP
easat-2033	177	45	the	the	DET
easat-2033	177	46	dataset	dataset	NOUN
easat-2033	177	47	.	.	PUNCT
easat-2033	178	1	178	178	NUM
easat-2033	178	2	edelweiss	edelweiss	PROPN
easat-2033	178	3	applied	apply	VERB
easat-2033	178	4	science	science	NOUN
easat-2033	178	5	and	and	CCONJ
easat-2033	178	6	technology	technology	NOUN
easat-2033	178	7	issn	issn	PROPN
easat-2033	178	8	:	:	PUNCT
easat-2033	178	9	2576	2576	NUM
easat-2033	178	10	-	-	SYM
easat-2033	178	11	8484	8484	NUM
easat-2033	178	12	vol	vol	NOUN
easat-2033	178	13	.	.	PROPN
easat-2033	178	14	8	8	NUM
easat-2033	178	15	,	,	PUNCT
easat-2033	178	16	no	no	INTJ
easat-2033	178	17	.	.	NOUN
easat-2033	179	1	6	6	NUM
easat-2033	179	2	:	:	SYM
easat-2033	179	3	169	169	NUM
easat-2033	179	4	-	-	SYM
easat-2033	179	5	183	183	NUM
easat-2033	179	6	,	,	PUNCT
easat-2033	179	7	2024	2024	NUM
easat-2033	179	8	doi	doi	NOUN
easat-2033	179	9	:	:	PUNCT
easat-2033	179	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	179	11	©	©	PROPN
easat-2033	179	12	2024	2024	NUM
easat-2033	179	13	by	by	ADP
easat-2033	179	14	the	the	DET
easat-2033	179	15	author	author	NOUN
easat-2033	179	16	;	;	PUNCT
easat-2033	180	1	licensee	licensee	PROPN
easat-2033	180	2	learning	learn	VERB
easat-2033	180	3	gate	gate	PROPN
easat-2033	180	4	figure	figure	NOUN
easat-2033	180	5	6	6	NUM
easat-2033	180	6	.	.	PUNCT
easat-2033	180	7	result	result	NOUN
easat-2033	180	8	of	of	ADP
easat-2033	180	9	knn	knn	PROPN
easat-2033	180	10	confusion	confusion	NOUN
easat-2033	180	11	matrix	matrix	NOUN
easat-2033	180	12	data	datum	NOUN
easat-2033	180	13	train	train	NOUN
easat-2033	180	14	,	,	PUNCT
easat-2033	180	15	confusion	confusion	NOUN
easat-2033	180	16	matrix	matrix	NOUN
easat-2033	180	17	data	datum	NOUN
easat-2033	180	18	test	test	NOUN
easat-2033	180	19	and	and	CCONJ
easat-2033	180	20	roc	roc	PROPN
easat-2033	180	21	-	-	PUNCT
easat-2033	180	22	curve	curve	NOUN
easat-2033	180	23	.	.	PUNCT
easat-2033	181	1	from	from	ADP
easat-2033	181	2	the	the	DET
easat-2033	181	3	confusion	confusion	NOUN
easat-2033	181	4	matrix	matrix	NOUN
easat-2033	181	5	in	in	ADP
easat-2033	181	6	the	the	DET
easat-2033	181	7	training	training	NOUN
easat-2033	181	8	stage	stage	NOUN
easat-2033	181	9	,	,	PUNCT
easat-2033	181	10	the	the	DET
easat-2033	181	11	knn	knn	PROPN
easat-2033	181	12	model	model	PROPN
easat-2033	181	13	successfully	successfully	ADV
easat-2033	181	14	classified	classify	VERB
easat-2033	181	15	5,000	5,000	NUM
easat-2033	181	16	samples	sample	NOUN
easat-2033	181	17	correctly	correctly	ADV
easat-2033	181	18	as	as	ADP
easat-2033	181	19	natural	natural	ADJ
easat-2033	181	20	disasters	disaster	NOUN
easat-2033	181	21	and	and	CCONJ
easat-2033	181	22	116	116	NUM
easat-2033	181	23	samples	sample	NOUN
easat-2033	181	24	correctly	correctly	ADV
easat-2033	181	25	as	as	ADP
easat-2033	181	26	non	non	ADJ
easat-2033	181	27	-	-	ADJ
easat-2033	181	28	natural	natural	ADJ
easat-2033	181	29	disasters	disaster	NOUN
easat-2033	181	30	.	.	PUNCT
easat-2033	182	1	however	however	ADV
easat-2033	182	2	,	,	PUNCT
easat-2033	182	3	there	there	PRON
easat-2033	182	4	were	be	VERB
easat-2033	182	5	375	375	NUM
easat-2033	182	6	errors	error	NOUN
easat-2033	182	7	where	where	SCONJ
easat-2033	182	8	the	the	DET
easat-2033	182	9	model	model	NOUN
easat-2033	182	10	classified	classify	VERB
easat-2033	182	11	samples	sample	NOUN
easat-2033	182	12	that	that	PRON
easat-2033	182	13	should	should	AUX
easat-2033	182	14	not	not	PART
easat-2033	182	15	have	have	AUX
easat-2033	182	16	been	be	AUX
easat-2033	182	17	natural	natural	ADJ
easat-2033	182	18	disasters	disaster	NOUN
easat-2033	182	19	as	as	ADP
easat-2033	182	20	natural	natural	ADJ
easat-2033	182	21	disasters	disaster	NOUN
easat-2033	182	22	,	,	PUNCT
easat-2033	182	23	and	and	CCONJ
easat-2033	182	24	16	16	NUM
easat-2033	182	25	errors	error	NOUN
easat-2033	182	26	where	where	SCONJ
easat-2033	182	27	samples	sample	NOUN
easat-2033	182	28	that	that	PRON
easat-2033	182	29	were	be	AUX
easat-2033	182	30	actually	actually	ADV
easat-2033	182	31	natural	natural	ADJ
easat-2033	182	32	disasters	disaster	NOUN
easat-2033	182	33	were	be	AUX
easat-2033	182	34	classified	classify	VERB
easat-2033	182	35	as	as	ADP
easat-2033	182	36	non	non	ADJ
easat-2033	182	37	-	-	ADJ
easat-2033	182	38	natural	natural	ADJ
easat-2033	182	39	disasters	disaster	NOUN
easat-2033	182	40	.	.	PUNCT
easat-2033	183	1	the	the	DET
easat-2033	183	2	overall	overall	ADJ
easat-2033	183	3	evaluation	evaluation	NOUN
easat-2033	183	4	shows	show	VERB
easat-2033	183	5	that	that	SCONJ
easat-2033	183	6	the	the	DET
easat-2033	183	7	knn	knn	PROPN
easat-2033	183	8	model	model	NOUN
easat-2033	183	9	performed	perform	VERB
easat-2033	183	10	satisfactorily	satisfactorily	ADV
easat-2033	183	11	in	in	ADP
easat-2033	183	12	classifying	classify	VERB
easat-2033	183	13	natural	natural	ADJ
easat-2033	183	14	disaster	disaster	NOUN
easat-2033	183	15	data	datum	NOUN
easat-2033	183	16	on	on	ADP
easat-2033	183	17	twitter	twitter	NOUN
easat-2033	183	18	social	social	ADJ
easat-2033	183	19	media	medium	NOUN
easat-2033	183	20	in	in	ADP
easat-2033	183	21	the	the	DET
easat-2033	183	22	training	training	NOUN
easat-2033	183	23	stage	stage	NOUN
easat-2033	183	24	.	.	PUNCT
easat-2033	184	1	in	in	ADP
easat-2033	184	2	the	the	DET
easat-2033	184	3	test	test	NOUN
easat-2033	184	4	stage	stage	NOUN
easat-2033	184	5	,	,	PUNCT
easat-2033	184	6	the	the	DET
easat-2033	184	7	confusion	confusion	NOUN
easat-2033	184	8	matrix	matrix	NOUN
easat-2033	184	9	shows	show	VERB
easat-2033	184	10	that	that	SCONJ
easat-2033	184	11	the	the	DET
easat-2033	184	12	knn	knn	PROPN
easat-2033	184	13	model	model	PROPN
easat-2033	184	14	successfully	successfully	ADV
easat-2033	184	15	classified	classify	VERB
easat-2033	184	16	2,500	2,500	NUM
easat-2033	184	17	samples	sample	NOUN
easat-2033	184	18	correctly	correctly	ADV
easat-2033	184	19	as	as	ADP
easat-2033	184	20	natural	natural	ADJ
easat-2033	184	21	disasters	disaster	NOUN
easat-2033	184	22	and	and	CCONJ
easat-2033	184	23	1	1	NUM
easat-2033	184	24	sample	sample	NOUN
easat-2033	184	25	correctly	correctly	ADV
easat-2033	184	26	as	as	ADP
easat-2033	184	27	non	non	ADJ
easat-2033	184	28	-	-	ADJ
easat-2033	184	29	natural	natural	ADJ
easat-2033	184	30	disasters	disaster	NOUN
easat-2033	184	31	.	.	PUNCT
easat-2033	185	1	however	however	ADV
easat-2033	185	2	,	,	PUNCT
easat-2033	185	3	there	there	PRON
easat-2033	185	4	were	be	VERB
easat-2033	185	5	64	64	NUM
easat-2033	185	6	errors	error	NOUN
easat-2033	185	7	where	where	SCONJ
easat-2033	185	8	the	the	DET
easat-2033	185	9	model	model	NOUN
easat-2033	185	10	classified	classify	VERB
easat-2033	185	11	samples	sample	NOUN
easat-2033	185	12	that	that	PRON
easat-2033	185	13	should	should	AUX
easat-2033	185	14	not	not	PART
easat-2033	185	15	have	have	AUX
easat-2033	185	16	been	be	AUX
easat-2033	185	17	natural	natural	ADJ
easat-2033	185	18	disasters	disaster	NOUN
easat-2033	185	19	as	as	ADP
easat-2033	185	20	natural	natural	ADJ
easat-2033	185	21	disasters	disaster	NOUN
easat-2033	185	22	,	,	PUNCT
easat-2033	185	23	and	and	CCONJ
easat-2033	185	24	11	11	NUM
easat-2033	185	25	errors	error	NOUN
easat-2033	185	26	where	where	SCONJ
easat-2033	185	27	samples	sample	NOUN
easat-2033	185	28	that	that	PRON
easat-2033	185	29	should	should	AUX
easat-2033	185	30	have	have	AUX
easat-2033	185	31	been	be	AUX
easat-2033	185	32	natural	natural	ADJ
easat-2033	185	33	disasters	disaster	NOUN
easat-2033	185	34	were	be	AUX
easat-2033	185	35	classified	classify	VERB
easat-2033	185	36	as	as	ADP
easat-2033	185	37	nonnatural	nonnatural	ADJ
easat-2033	185	38	disasters	disaster	NOUN
easat-2033	185	39	.	.	PUNCT
easat-2033	186	1	the	the	DET
easat-2033	186	2	overall	overall	ADJ
easat-2033	186	3	evaluation	evaluation	NOUN
easat-2033	186	4	shows	show	VERB
easat-2033	186	5	that	that	SCONJ
easat-2033	186	6	it	it	PRON
easat-2033	186	7	performs	perform	VERB
easat-2033	186	8	relatively	relatively	ADV
easat-2033	186	9	well	well	ADV
easat-2033	186	10	but	but	CCONJ
easat-2033	186	11	needs	need	VERB
easat-2033	186	12	improvement	improvement	NOUN
easat-2033	186	13	in	in	ADP
easat-2033	186	14	classifying	classify	VERB
easat-2033	186	15	test	test	NOUN
easat-2033	186	16	data	datum	NOUN
easat-2033	186	17	related	relate	VERB
easat-2033	186	18	to	to	ADP
easat-2033	186	19	natural	natural	ADJ
easat-2033	186	20	disasters	disaster	NOUN
easat-2033	186	21	on	on	ADP
easat-2033	186	22	social	social	ADJ
easat-2033	186	23	media	medium	NOUN
easat-2033	186	24	twitter	twitter	NOUN
easat-2033	186	25	.	.	PUNCT
easat-2033	187	1	the	the	DET
easat-2033	187	2	roc	roc	PROPN
easat-2033	187	3	curves	curve	NOUN
easat-2033	187	4	provide	provide	VERB
easat-2033	187	5	further	further	ADJ
easat-2033	187	6	insight	insight	NOUN
easat-2033	187	7	into	into	ADP
easat-2033	187	8	the	the	DET
easat-2033	187	9	performance	performance	NOUN
easat-2033	187	10	of	of	ADP
easat-2033	187	11	the	the	DET
easat-2033	187	12	knn	knn	PROPN
easat-2033	187	13	model	model	PROPN
easat-2033	187	14	.	.	PUNCT
easat-2033	188	1	the	the	DET
easat-2033	188	2	curve	curve	NOUN
easat-2033	188	3	for	for	ADP
easat-2033	188	4	the	the	DET
easat-2033	188	5	training	training	NOUN
easat-2033	188	6	data	datum	NOUN
easat-2033	188	7	shows	show	VERB
easat-2033	188	8	good	good	ADJ
easat-2033	188	9	performance	performance	NOUN
easat-2033	188	10	,	,	PUNCT
easat-2033	188	11	achieving	achieve	VERB
easat-2033	188	12	an	an	DET
easat-2033	188	13	accuracy	accuracy	NOUN
easat-2033	188	14	of	of	ADP
easat-2033	188	15	0.89	0.89	NUM
easat-2033	188	16	with	with	ADP
easat-2033	188	17	a	a	DET
easat-2033	188	18	tpr	tpr	NOUN
easat-2033	188	19	of	of	ADP
easat-2033	188	20	about	about	ADV
easat-2033	188	21	0.89	0.89	NUM
easat-2033	188	22	at	at	ADP
easat-2033	188	23	an	an	DET
easat-2033	188	24	fpr	fpr	NOUN
easat-2033	188	25	of	of	ADP
easat-2033	188	26	about	about	ADV
easat-2033	188	27	0.11	0.11	NUM
easat-2033	188	28	.	.	PUNCT
easat-2033	189	1	however	however	ADV
easat-2033	189	2	,	,	PUNCT
easat-2033	189	3	on	on	ADP
easat-2033	189	4	the	the	DET
easat-2033	189	5	test	test	NOUN
easat-2033	189	6	data	datum	NOUN
easat-2033	189	7	,	,	PUNCT
easat-2033	189	8	there	there	PRON
easat-2033	189	9	is	be	VERB
easat-2033	189	10	a	a	DET
easat-2033	189	11	slight	slight	ADJ
easat-2033	189	12	drop	drop	NOUN
easat-2033	189	13	in	in	ADP
easat-2033	189	14	performance	performance	NOUN
easat-2033	189	15	with	with	ADP
easat-2033	189	16	an	an	DET
easat-2033	189	17	accuracy	accuracy	NOUN
easat-2033	189	18	of	of	ADP
easat-2033	189	19	0.82	0.82	NUM
easat-2033	189	20	and	and	CCONJ
easat-2033	189	21	a	a	DET
easat-2033	189	22	tpr	tpr	NOUN
easat-2033	189	23	of	of	ADP
easat-2033	189	24	about	about	ADV
easat-2033	189	25	0.82	0.82	NUM
easat-2033	189	26	at	at	ADP
easat-2033	189	27	an	an	DET
easat-2033	189	28	fpr	fpr	NOUN
easat-2033	189	29	of	of	ADP
easat-2033	189	30	about	about	ADP
easat-2033	189	31	0.18	0.18	NUM
easat-2033	189	32	.	.	PUNCT
easat-2033	190	1	although	although	SCONJ
easat-2033	190	2	the	the	DET
easat-2033	190	3	model	model	NOUN
easat-2033	190	4	was	be	AUX
easat-2033	190	5	able	able	ADJ
easat-2033	190	6	to	to	PART
easat-2033	190	7	identify	identify	VERB
easat-2033	190	8	many	many	ADJ
easat-2033	190	9	179	179	NUM
easat-2033	190	10	edelweiss	edelweiss	PROPN
easat-2033	190	11	applied	apply	VERB
easat-2033	190	12	science	science	NOUN
easat-2033	190	13	and	and	CCONJ
easat-2033	190	14	technology	technology	NOUN
easat-2033	190	15	issn	issn	PROPN
easat-2033	190	16	:	:	PUNCT
easat-2033	190	17	2576	2576	NUM
easat-2033	190	18	-	-	SYM
easat-2033	190	19	8484	8484	NUM
easat-2033	190	20	vol	vol	NOUN
easat-2033	190	21	.	.	PROPN
easat-2033	191	1	8	8	NUM
easat-2033	191	2	,	,	PUNCT
easat-2033	191	3	no	no	INTJ
easat-2033	191	4	.	.	NOUN
easat-2033	192	1	6	6	NUM
easat-2033	192	2	:	:	SYM
easat-2033	192	3	169	169	NUM
easat-2033	192	4	-	-	SYM
easat-2033	192	5	183	183	NUM
easat-2033	192	6	,	,	PUNCT
easat-2033	192	7	2024	2024	NUM
easat-2033	192	8	doi	doi	NOUN
easat-2033	192	9	:	:	PUNCT
easat-2033	192	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	192	11	©	©	PROPN
easat-2033	192	12	2024	2024	NUM
easat-2033	192	13	by	by	ADP
easat-2033	192	14	the	the	DET
easat-2033	192	15	author	author	NOUN
easat-2033	192	16	;	;	PUNCT
easat-2033	192	17	licensee	licensee	PROPN
easat-2033	192	18	learning	learning	NOUN
easat-2033	192	19	gate	gate	VERB
easat-2033	192	20	true	true	ADJ
easat-2033	192	21	positives	positive	NOUN
easat-2033	192	22	,	,	PUNCT
easat-2033	192	23	there	there	PRON
easat-2033	192	24	was	be	VERB
easat-2033	192	25	an	an	DET
easat-2033	192	26	increase	increase	NOUN
easat-2033	192	27	in	in	ADP
easat-2033	192	28	false	false	ADJ
easat-2033	192	29	positives	positive	NOUN
easat-2033	192	30	at	at	ADP
easat-2033	192	31	lower	low	ADJ
easat-2033	192	32	confidence	confidence	NOUN
easat-2033	192	33	thresholds	threshold	NOUN
easat-2033	192	34	.	.	PUNCT
easat-2033	193	1	this	this	DET
easat-2033	193	2	evaluation	evaluation	NOUN
easat-2033	193	3	provides	provide	VERB
easat-2033	193	4	important	important	ADJ
easat-2033	193	5	insights	insight	NOUN
easat-2033	193	6	for	for	ADP
easat-2033	193	7	decision	decision	NOUN
easat-2033	193	8	-	-	PUNCT
easat-2033	193	9	making	making	NOUN
easat-2033	193	10	,	,	PUNCT
easat-2033	193	11	highlighting	highlight	VERB
easat-2033	193	12	the	the	DET
easat-2033	193	13	challenges	challenge	NOUN
easat-2033	193	14	of	of	ADP
easat-2033	193	15	knn	knn	PROPN
easat-2033	193	16	models	model	NOUN
easat-2033	193	17	in	in	ADP
easat-2033	193	18	generalization	generalization	NOUN
easat-2033	193	19	to	to	PART
easat-2033	193	20	test	test	VERB
easat-2033	193	21	data	datum	NOUN
easat-2033	193	22	and	and	CCONJ
easat-2033	193	23	the	the	DET
easat-2033	193	24	need	need	NOUN
easat-2033	193	25	to	to	PART
easat-2033	193	26	pay	pay	VERB
easat-2033	193	27	attention	attention	NOUN
easat-2033	193	28	to	to	ADP
easat-2033	193	29	false	false	ADJ
easat-2033	193	30	positive	positive	ADJ
easat-2033	193	31	management	management	NOUN
easat-2033	193	32	.	.	PUNCT
easat-2033	194	1	in	in	ADP
easat-2033	194	2	conclusion	conclusion	NOUN
easat-2033	194	3	,	,	PUNCT
easat-2033	194	4	the	the	DET
easat-2033	194	5	knn	knn	PROPN
easat-2033	194	6	model	model	NOUN
easat-2033	194	7	performed	perform	VERB
easat-2033	194	8	well	well	ADV
easat-2033	194	9	,	,	PUNCT
easat-2033	194	10	but	but	CCONJ
easat-2033	194	11	improvements	improvement	NOUN
easat-2033	194	12	are	be	AUX
easat-2033	194	13	needed	need	VERB
easat-2033	194	14	to	to	PART
easat-2033	194	15	improve	improve	VERB
easat-2033	194	16	generalization	generalization	NOUN
easat-2033	194	17	and	and	CCONJ
easat-2033	194	18	manage	manage	VERB
easat-2033	194	19	false	false	ADJ
easat-2033	194	20	positives	positive	NOUN
easat-2033	194	21	on	on	ADP
easat-2033	194	22	test	test	NOUN
easat-2033	194	23	data	datum	NOUN
easat-2033	194	24	related	relate	VERB
easat-2033	194	25	to	to	ADP
easat-2033	194	26	natural	natural	ADJ
easat-2033	194	27	disasters	disaster	NOUN
easat-2033	194	28	on	on	ADP
easat-2033	194	29	twitter	twitter	NOUN
easat-2033	194	30	social	social	ADJ
easat-2033	194	31	media	medium	NOUN
easat-2033	194	32	.	.	PUNCT
easat-2033	195	1	figure	figure	NOUN
easat-2033	195	2	7	7	NUM
easat-2033	195	3	.	.	NOUN
easat-2033	195	4	result	result	NOUN
easat-2033	195	5	of	of	ADP
easat-2033	195	6	random	random	ADJ
easat-2033	195	7	forest	forest	NOUN
easat-2033	195	8	with	with	ADP
easat-2033	195	9	confusion	confusion	NOUN
easat-2033	195	10	matrix	matrix	NOUN
easat-2033	195	11	,	,	PUNCT
easat-2033	195	12	roc	roc	NOUN
easat-2033	195	13	-	-	PUNCT
easat-2033	195	14	curve	curve	NOUN
easat-2033	195	15	,	,	PUNCT
easat-2033	195	16	and	and	CCONJ
easat-2033	195	17	precision	precision	NOUN
easat-2033	195	18	-	-	PUNCT
easat-2033	195	19	recall	recall	NOUN
easat-2033	195	20	curve	curve	NOUN
easat-2033	195	21	.	.	PUNCT
easat-2033	196	1	based	base	VERB
easat-2033	196	2	on	on	ADP
easat-2033	196	3	the	the	DET
easat-2033	196	4	figure	figure	NOUN
easat-2033	196	5	7	7	NUM
easat-2033	196	6	analysis	analysis	NOUN
easat-2033	196	7	results	result	NOUN
easat-2033	196	8	involving	involve	VERB
easat-2033	196	9	the	the	DET
easat-2033	196	10	confusion	confusion	NOUN
easat-2033	196	11	matrix	matrix	NOUN
easat-2033	196	12	,	,	PUNCT
easat-2033	196	13	receiver	receiver	NOUN
easat-2033	196	14	operating	operate	VERB
easat-2033	196	15	characteristic	characteristic	NOUN
easat-2033	196	16	(	(	PUNCT
easat-2033	196	17	roc	roc	PROPN
easat-2033	196	18	)	)	PUNCT
easat-2033	196	19	curve	curve	NOUN
easat-2033	196	20	,	,	PUNCT
easat-2033	196	21	and	and	CCONJ
easat-2033	196	22	precision	precision	NOUN
easat-2033	196	23	-	-	PUNCT
easat-2033	196	24	recall	recall	NOUN
easat-2033	196	25	curve	curve	NOUN
easat-2033	196	26	of	of	ADP
easat-2033	196	27	the	the	DET
easat-2033	196	28	randomforest	randomfor	ADJ
easat-2033	196	29	model	model	NOUN
easat-2033	196	30	,	,	PUNCT
easat-2033	196	31	it	it	PRON
easat-2033	196	32	can	can	AUX
easat-2033	196	33	be	be	AUX
easat-2033	196	34	concluded	conclude	VERB
easat-2033	196	35	that	that	SCONJ
easat-2033	196	36	the	the	DET
easat-2033	196	37	model	model	NOUN
easat-2033	196	38	shows	show	VERB
easat-2033	196	39	excellent	excellent	ADJ
easat-2033	196	40	performance	performance	NOUN
easat-2033	196	41	in	in	ADP
easat-2033	196	42	classifying	classify	VERB
easat-2033	196	43	data	datum	NOUN
easat-2033	196	44	between	between	ADP
easat-2033	196	45	disaster	disaster	NOUN
easat-2033	196	46	and	and	CCONJ
easat-2033	196	47	non	non	ADJ
easat-2033	196	48	-	-	ADJ
easat-2033	196	49	disaster	disaster	ADJ
easat-2033	196	50	situations	situation	NOUN
easat-2033	196	51	.	.	PUNCT
easat-2033	197	1	the	the	DET
easat-2033	197	2	model	model	NOUN
easat-2033	197	3	's	's	PART
easat-2033	197	4	ability	ability	NOUN
easat-2033	197	5	to	to	PART
easat-2033	197	6	distinguish	distinguish	VERB
easat-2033	197	7	the	the	DET
easat-2033	197	8	context	context	NOUN
easat-2033	197	9	of	of	ADP
easat-2033	197	10	twitts	twitts	PROPN
easat-2033	197	11	from	from	ADP
easat-2033	197	12	disaster	disaster	NOUN
easat-2033	197	13	-	-	PUNCT
easat-2033	197	14	related	relate	VERB
easat-2033	197	15	twitter	twitter	NOUN
easat-2033	197	16	/	/	SYM
easat-2033	197	17	x	x	PUNCT
easat-2033	197	18	makes	make	VERB
easat-2033	197	19	it	it	PRON
easat-2033	197	20	an	an	DET
easat-2033	197	21	effective	effective	ADJ
easat-2033	197	22	tool	tool	NOUN
easat-2033	197	23	in	in	ADP
easat-2033	197	24	predicting	predict	VERB
easat-2033	197	25	the	the	DET
easat-2033	197	26	relevance	relevance	NOUN
easat-2033	197	27	of	of	ADP
easat-2033	197	28	a	a	DET
easat-2033	197	29	conversation	conversation	NOUN
easat-2033	197	30	to	to	ADP
easat-2033	197	31	disasters	disaster	NOUN
easat-2033	197	32	.	.	PUNCT
easat-2033	198	1	specifically	specifically	ADV
easat-2033	198	2	,	,	PUNCT
easat-2033	198	3	the	the	DET
easat-2033	198	4	model	model	NOUN
easat-2033	198	5	has	have	VERB
easat-2033	198	6	an	an	DET
easat-2033	198	7	accuracy	accuracy	NOUN
easat-2033	198	8	of	of	ADP
easat-2033	198	9	94	94	NUM
easat-2033	198	10	%	%	NOUN
easat-2033	198	11	,	,	PUNCT
easat-2033	198	12	an	an	DET
easat-2033	198	13	auc	auc	NOUN
easat-2033	198	14	roc	roc	NOUN
easat-2033	198	15	of	of	ADP
easat-2033	198	16	0.88	0.88	NUM
easat-2033	198	17	,	,	PUNCT
easat-2033	198	18	and	and	CCONJ
easat-2033	198	19	an	an	DET
easat-2033	198	20	auc	auc	NOUN
easat-2033	198	21	precision	precision	NOUN
easat-2033	198	22	-	-	PUNCT
easat-2033	198	23	recall	recall	NOUN
easat-2033	198	24	of	of	ADP
easat-2033	198	25	0.95	0.95	NUM
easat-2033	198	26	.	.	PUNCT
easat-2033	199	1	180	180	NUM
easat-2033	199	2	edelweiss	edelweiss	PROPN
easat-2033	199	3	applied	apply	VERB
easat-2033	199	4	science	science	NOUN
easat-2033	199	5	and	and	CCONJ
easat-2033	199	6	technology	technology	NOUN
easat-2033	199	7	issn	issn	PROPN
easat-2033	199	8	:	:	PUNCT
easat-2033	199	9	2576	2576	NUM
easat-2033	199	10	-	-	SYM
easat-2033	199	11	8484	8484	NUM
easat-2033	199	12	vol	vol	NOUN
easat-2033	199	13	.	.	PROPN
easat-2033	200	1	8	8	NUM
easat-2033	200	2	,	,	PUNCT
easat-2033	200	3	no	no	INTJ
easat-2033	200	4	.	.	NOUN
easat-2033	201	1	6	6	NUM
easat-2033	201	2	:	:	SYM
easat-2033	201	3	169	169	NUM
easat-2033	201	4	-	-	SYM
easat-2033	201	5	183	183	NUM
easat-2033	201	6	,	,	PUNCT
easat-2033	201	7	2024	2024	NUM
easat-2033	201	8	doi	doi	NOUN
easat-2033	201	9	:	:	PUNCT
easat-2033	201	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	201	11	©	©	PROPN
easat-2033	201	12	2024	2024	NUM
easat-2033	201	13	by	by	ADP
easat-2033	201	14	the	the	DET
easat-2033	201	15	author	author	NOUN
easat-2033	201	16	;	;	PUNCT
easat-2033	201	17	licensee	licensee	PROPN
easat-2033	201	18	learning	learn	VERB
easat-2033	201	19	gate	gate	PROPN
easat-2033	201	20	figure	figure	NOUN
easat-2033	201	21	8	8	NUM
easat-2033	201	22	.	.	PUNCT
easat-2033	201	23	result	result	NOUN
easat-2033	201	24	of	of	ADP
easat-2033	201	25	rnn	rnn	NOUN
easat-2033	201	26	with	with	ADP
easat-2033	201	27	model	model	NOUN
easat-2033	201	28	accuracy	accuracy	NOUN
easat-2033	201	29	,	,	PUNCT
easat-2033	201	30	model	model	NOUN
easat-2033	201	31	loss	loss	NOUN
easat-2033	201	32	,	,	PUNCT
easat-2033	201	33	and	and	CCONJ
easat-2033	201	34	confusion	confusion	NOUN
easat-2033	201	35	matrix	matrix	NOUN
easat-2033	201	36	.	.	PUNCT
easat-2033	202	1	the	the	DET
easat-2033	202	2	rnn	rnn	NOUN
easat-2033	202	3	model	model	NOUN
easat-2033	202	4	in	in	ADP
easat-2033	202	5	figure	figure	NOUN
easat-2033	202	6	8	8	NUM
easat-2033	202	7	exhibits	exhibit	VERB
easat-2033	202	8	excellent	excellent	ADJ
easat-2033	202	9	performance	performance	NOUN
easat-2033	202	10	,	,	PUNCT
easat-2033	202	11	with	with	ADP
easat-2033	202	12	an	an	DET
easat-2033	202	13	accuracy	accuracy	NOUN
easat-2033	202	14	of	of	ADP
easat-2033	202	15	approximately	approximately	ADV
easat-2033	202	16	96	96	NUM
easat-2033	202	17	%	%	NOUN
easat-2033	202	18	for	for	ADP
easat-2033	202	19	the	the	DET
easat-2033	202	20	training	training	NOUN
easat-2033	202	21	data	datum	NOUN
easat-2033	202	22	and	and	CCONJ
easat-2033	202	23	95	95	NUM
easat-2033	202	24	%	%	NOUN
easat-2033	202	25	for	for	ADP
easat-2033	202	26	the	the	DET
easat-2033	202	27	validation	validation	NOUN
easat-2033	202	28	data	datum	NOUN
easat-2033	202	29	.	.	PUNCT
easat-2033	203	1	this	this	DET
easat-2033	203	2	high	high	ADJ
easat-2033	203	3	accuracy	accuracy	NOUN
easat-2033	203	4	indicates	indicate	VERB
easat-2033	203	5	the	the	DET
easat-2033	203	6	rnn	rnn	NOUN
easat-2033	203	7	model	model	NOUN
easat-2033	203	8	's	's	PART
easat-2033	203	9	ability	ability	NOUN
easat-2033	203	10	to	to	PART
easat-2033	203	11	predict	predict	VERB
easat-2033	203	12	outputs	output	NOUN
easat-2033	203	13	accurately	accurately	ADV
easat-2033	203	14	,	,	PUNCT
easat-2033	203	15	both	both	CCONJ
easat-2033	203	16	on	on	ADP
easat-2033	203	17	the	the	DET
easat-2033	203	18	training	training	NOUN
easat-2033	203	19	data	datum	NOUN
easat-2033	203	20	and	and	CCONJ
easat-2033	203	21	on	on	ADP
easat-2033	203	22	previously	previously	ADV
easat-2033	203	23	unseen	unseen	ADJ
easat-2033	203	24	data	datum	NOUN
easat-2033	203	25	.	.	PUNCT
easat-2033	204	1	the	the	DET
easat-2033	204	2	analysis	analysis	NOUN
easat-2033	204	3	of	of	ADP
easat-2033	204	4	the	the	DET
easat-2033	204	5	model	model	NOUN
easat-2033	204	6	's	's	PART
easat-2033	204	7	loss	loss	NOUN
easat-2033	204	8	also	also	ADV
easat-2033	204	9	indicates	indicate	VERB
easat-2033	204	10	that	that	SCONJ
easat-2033	204	11	the	the	DET
easat-2033	204	12	rnn	rnn	NOUN
easat-2033	204	13	model	model	NOUN
easat-2033	204	14	effectively	effectively	ADV
easat-2033	204	15	learns	learn	VERB
easat-2033	204	16	from	from	ADP
easat-2033	204	17	the	the	DET
easat-2033	204	18	training	training	NOUN
easat-2033	204	19	data	datum	NOUN
easat-2033	204	20	,	,	PUNCT
easat-2033	204	21	with	with	ADP
easat-2033	204	22	a	a	DET
easat-2033	204	23	significant	significant	ADJ
easat-2033	204	24	decrease	decrease	NOUN
easat-2033	204	25	in	in	ADP
easat-2033	204	26	loss	loss	NOUN
easat-2033	204	27	from	from	ADP
easat-2033	204	28	the	the	DET
easat-2033	204	29	beginning	beginning	NOUN
easat-2033	204	30	of	of	ADP
easat-2033	204	31	training	training	NOUN
easat-2033	204	32	until	until	ADP
easat-2033	204	33	the	the	DET
easat-2033	204	34	8th	8th	ADJ
easat-2033	204	35	epoch	epoch	NOUN
easat-2033	204	36	.	.	PUNCT
easat-2033	205	1	this	this	PRON
easat-2033	205	2	demonstrates	demonstrate	VERB
easat-2033	205	3	the	the	DET
easat-2033	205	4	model	model	NOUN
easat-2033	205	5	's	's	PART
easat-2033	205	6	capability	capability	NOUN
easat-2033	205	7	to	to	PART
easat-2033	205	8	reduce	reduce	VERB
easat-2033	205	9	errors	error	NOUN
easat-2033	205	10	with	with	ADP
easat-2033	205	11	an	an	DET
easat-2033	205	12	increasing	increase	VERB
easat-2033	205	13	number	number	NOUN
easat-2033	205	14	of	of	ADP
easat-2033	205	15	epochs	epoch	NOUN
easat-2033	205	16	.	.	PUNCT
easat-2033	206	1	overall	overall	ADV
easat-2033	206	2	,	,	PUNCT
easat-2033	206	3	the	the	DET
easat-2033	206	4	accuracy	accuracy	NOUN
easat-2033	206	5	and	and	CCONJ
easat-2033	206	6	loss	loss	NOUN
easat-2033	206	7	results	result	NOUN
easat-2033	206	8	of	of	ADP
easat-2033	206	9	the	the	DET
easat-2033	206	10	rnn	rnn	NOUN
easat-2033	206	11	model	model	NOUN
easat-2033	206	12	signify	signify	VERB
easat-2033	206	13	its	its	PRON
easat-2033	206	14	strong	strong	ADJ
easat-2033	206	15	performance	performance	NOUN
easat-2033	206	16	and	and	CCONJ
easat-2033	206	17	reliability	reliability	NOUN
easat-2033	206	18	for	for	ADP
easat-2033	206	19	various	various	ADJ
easat-2033	206	20	tasks	task	NOUN
easat-2033	206	21	such	such	ADJ
easat-2033	206	22	as	as	ADP
easat-2033	206	23	classification	classification	NOUN
easat-2033	206	24	,	,	PUNCT
easat-2033	206	25	prediction	prediction	NOUN
easat-2033	206	26	,	,	PUNCT
easat-2033	206	27	and	and	CCONJ
easat-2033	206	28	pattern	pattern	NOUN
easat-2033	206	29	recognition	recognition	NOUN
easat-2033	206	30	.	.	PUNCT
easat-2033	207	1	based	base	VERB
easat-2033	207	2	on	on	ADP
easat-2033	207	3	the	the	DET
easat-2033	207	4	confusion	confusion	NOUN
easat-2033	207	5	matrix	matrix	NOUN
easat-2033	207	6	in	in	ADP
easat-2033	207	7	figure	figure	NOUN
easat-2033	207	8	8	8	NUM
easat-2033	207	9	,	,	PUNCT
easat-2033	207	10	the	the	DET
easat-2033	207	11	image	image	NOUN
easat-2033	207	12	illustrates	illustrate	VERB
easat-2033	207	13	the	the	DET
easat-2033	207	14	results	result	NOUN
easat-2033	207	15	of	of	ADP
easat-2033	207	16	the	the	DET
easat-2033	207	17	classification	classification	NOUN
easat-2033	207	18	report	report	NOUN
easat-2033	207	19	of	of	ADP
easat-2033	207	20	the	the	DET
easat-2033	207	21	rnn	rnn	NOUN
easat-2033	207	22	model	model	NOUN
easat-2033	207	23	used	use	VERB
easat-2033	207	24	to	to	PART
easat-2033	207	25	classify	classify	VERB
easat-2033	207	26	earthquake	earthquake	NOUN
easat-2033	207	27	data	datum	NOUN
easat-2033	207	28	.	.	PUNCT
easat-2033	208	1	the	the	DET
easat-2033	208	2	classification	classification	NOUN
easat-2033	208	3	report	report	NOUN
easat-2033	208	4	is	be	AUX
easat-2033	208	5	a	a	DET
easat-2033	208	6	table	table	NOUN
easat-2033	208	7	that	that	PRON
easat-2033	208	8	shows	show	VERB
easat-2033	208	9	the	the	DET
easat-2033	208	10	model	model	NOUN
easat-2033	208	11	's	's	PART
easat-2033	208	12	predictions	prediction	NOUN
easat-2033	208	13	on	on	ADP
easat-2033	208	14	the	the	DET
easat-2033	208	15	test	test	NOUN
easat-2033	208	16	data	datum	NOUN
easat-2033	208	17	,	,	PUNCT
easat-2033	208	18	consisting	consist	VERB
easat-2033	208	19	of	of	ADP
easat-2033	208	20	four	four	NUM
easat-2033	208	21	main	main	ADJ
easat-2033	208	22	cells	cell	NOUN
easat-2033	208	23	:	:	PUNCT
easat-2033	208	24	true	true	ADJ
easat-2033	208	25	positive	positive	ADJ
easat-2033	208	26	(	(	PUNCT
easat-2033	208	27	tp	tp	NOUN
easat-2033	208	28	)	)	PUNCT
easat-2033	208	29	,	,	PUNCT
easat-2033	208	30	true	true	ADJ
easat-2033	208	31	negative	negative	ADJ
easat-2033	208	32	(	(	PUNCT
easat-2033	208	33	tn	tn	NOUN
easat-2033	208	34	)	)	PUNCT
easat-2033	208	35	,	,	PUNCT
easat-2033	208	36	false	false	ADJ
easat-2033	208	37	positive	positive	ADJ
easat-2033	208	38	(	(	PUNCT
easat-2033	208	39	fp	fp	NOUN
easat-2033	208	40	)	)	PUNCT
easat-2033	208	41	,	,	PUNCT
easat-2033	208	42	and	and	CCONJ
easat-2033	208	43	false	false	ADJ
easat-2033	208	44	negative	negative	ADJ
easat-2033	208	45	(	(	PUNCT
easat-2033	208	46	fn	fn	NOUN
easat-2033	208	47	)	)	PUNCT
easat-2033	208	48	.	.	PUNCT
easat-2033	209	1	according	accord	VERB
easat-2033	209	2	to	to	ADP
easat-2033	209	3	the	the	DET
easat-2033	209	4	figure	figure	NOUN
easat-2033	209	5	8	8	NUM
easat-2033	209	6	,	,	PUNCT
easat-2033	209	7	it	it	PRON
easat-2033	209	8	can	can	AUX
easat-2033	209	9	be	be	AUX
easat-2033	209	10	concluded	conclude	VERB
easat-2033	209	11	that	that	SCONJ
easat-2033	209	12	the	the	DET
easat-2033	209	13	rnn	rnn	PROPN
easat-2033	209	14	model	model	NOUN
easat-2033	209	15	exhibits	exhibit	VERB
easat-2033	209	16	good	good	ADJ
easat-2033	209	17	performance	performance	NOUN
easat-2033	209	18	in	in	ADP
easat-2033	209	19	classifying	classify	VERB
easat-2033	209	20	earthquake	earthquake	NOUN
easat-2033	209	21	data	datum	NOUN
easat-2033	209	22	.	.	PUNCT
easat-2033	210	1	the	the	DET
easat-2033	210	2	details	detail	NOUN
easat-2033	210	3	include	include	VERB
easat-2033	210	4	the	the	DET
easat-2033	210	5	model	model	NOUN
easat-2033	210	6	accurately	accurately	ADV
easat-2033	210	7	predicting	predict	VERB
easat-2033	210	8	1604	1604	NUM
easat-2033	210	9	out	out	ADP
easat-2033	210	10	of	of	ADP
easat-2033	210	11	1609	1609	NUM
easat-2033	210	12	earthquake	earthquake	NOUN
easat-2033	210	13	instances	instance	NOUN
easat-2033	210	14	(	(	PUNCT
easat-2033	210	15	tp	tp	NOUN
easat-2033	210	16	)	)	PUNCT
easat-2033	210	17	,	,	PUNCT
easat-2033	210	18	correctly	correctly	ADV
easat-2033	210	19	identifying	identify	VERB
easat-2033	210	20	92	92	NUM
easat-2033	210	21	out	out	ADP
easat-2033	210	22	of	of	ADP
easat-2033	210	23	91	91	NUM
easat-2033	210	24	non	non	ADJ
easat-2033	210	25	-	-	ADJ
easat-2033	210	26	earthquake	earthquake	ADJ
easat-2033	210	27	instances	instance	NOUN
easat-2033	210	28	(	(	PUNCT
easat-2033	210	29	tn	tn	NOUN
easat-2033	210	30	)	)	PUNCT
easat-2033	210	31	,	,	PUNCT
easat-2033	210	32	making	make	VERB
easat-2033	210	33	incorrect	incorrect	ADJ
easat-2033	210	34	predictions	prediction	NOUN
easat-2033	210	35	for	for	ADP
easat-2033	210	36	46	46	NUM
easat-2033	210	37	non	non	ADJ
easat-2033	210	38	-	-	ADJ
easat-2033	210	39	earthquake	earthquake	ADJ
easat-2033	210	40	instances	instance	NOUN
easat-2033	210	41	as	as	ADP
easat-2033	210	42	earthquakes	earthquake	NOUN
easat-2033	210	43	(	(	PUNCT
easat-2033	210	44	fp	fp	NOUN
easat-2033	210	45	)	)	PUNCT
easat-2033	210	46	,	,	PUNCT
easat-2033	210	47	and	and	CCONJ
easat-2033	210	48	erroneously	erroneously	ADV
easat-2033	210	49	classifying	classify	VERB
easat-2033	210	50	9	9	NUM
easat-2033	210	51	earthquake	earthquake	NOUN
easat-2033	210	52	instances	instance	NOUN
easat-2033	210	53	as	as	ADP
easat-2033	210	54	non	non	NOUN
easat-2033	210	55	-	-	NOUN
easat-2033	210	56	earthquakes	earthquake	NOUN
easat-2033	210	57	(	(	PUNCT
easat-2033	210	58	fn	fn	NOUN
easat-2033	210	59	)	)	PUNCT
easat-2033	210	60	.	.	PUNCT
easat-2033	211	1	table	table	NOUN
easat-2033	212	1	3	3	NUM
easat-2033	212	2	.	.	X
easat-2033	212	3	181	181	NUM
easat-2033	212	4	edelweiss	edelweiss	PROPN
easat-2033	212	5	applied	apply	VERB
easat-2033	212	6	science	science	NOUN
easat-2033	212	7	and	and	CCONJ
easat-2033	212	8	technology	technology	NOUN
easat-2033	212	9	issn	issn	PROPN
easat-2033	212	10	:	:	PUNCT
easat-2033	212	11	2576	2576	NUM
easat-2033	212	12	-	-	SYM
easat-2033	212	13	8484	8484	NUM
easat-2033	212	14	vol	vol	NOUN
easat-2033	212	15	.	.	PROPN
easat-2033	212	16	8	8	NUM
easat-2033	212	17	,	,	PUNCT
easat-2033	212	18	no	no	INTJ
easat-2033	212	19	.	.	NOUN
easat-2033	213	1	6	6	NUM
easat-2033	213	2	:	:	SYM
easat-2033	213	3	169	169	NUM
easat-2033	213	4	-	-	SYM
easat-2033	213	5	183	183	NUM
easat-2033	213	6	,	,	PUNCT
easat-2033	213	7	2024	2024	NUM
easat-2033	213	8	doi	doi	NOUN
easat-2033	213	9	:	:	PUNCT
easat-2033	213	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	213	11	©	©	PROPN
easat-2033	213	12	2024	2024	NUM
easat-2033	213	13	by	by	ADP
easat-2033	213	14	the	the	DET
easat-2033	213	15	author	author	NOUN
easat-2033	213	16	;	;	PUNCT
easat-2033	213	17	licensee	licensee	PROPN
easat-2033	213	18	learning	learning	NOUN
easat-2033	213	19	gate	gate	PROPN
easat-2033	213	20	performance	performance	NOUN
easat-2033	213	21	sentiment	sentiment	NOUN
easat-2033	213	22	analysis	analysis	NOUN
easat-2033	213	23	of	of	ADP
easat-2033	213	24	indonesian	indonesian	ADJ
easat-2033	213	25	language	language	NOUN
easat-2033	213	26	on	on	ADP
easat-2033	213	27	disaster	disaster	NOUN
easat-2033	213	28	response	response	NOUN
easat-2033	213	29	.	.	PUNCT
easat-2033	214	1	method	method	PROPN
easat-2033	214	2	accuracy	accuracy	NOUN
easat-2033	214	3	knn	knn	PROPN
easat-2033	214	4	82	82	NUM
easat-2033	214	5	%	%	NOUN
easat-2033	214	6	random	random	ADJ
easat-2033	214	7	forest	forest	NOUN
easat-2033	214	8	94	94	NUM
easat-2033	214	9	%	%	NOUN
easat-2033	214	10	rnn	rnn	VERB
easat-2033	214	11	96	96	NUM
easat-2033	214	12	%	%	NOUN
easat-2033	214	13	from	from	ADP
easat-2033	214	14	the	the	DET
easat-2033	214	15	table	table	NOUN
easat-2033	214	16	above	above	ADV
easat-2033	214	17	,	,	PUNCT
easat-2033	214	18	three	three	NUM
easat-2033	214	19	different	different	ADJ
easat-2033	214	20	models	model	NOUN
easat-2033	214	21	were	be	AUX
easat-2033	214	22	evaluated	evaluate	VERB
easat-2033	214	23	based	base	VERB
easat-2033	214	24	on	on	ADP
easat-2033	214	25	accuracy	accuracy	NOUN
easat-2033	214	26	.	.	PUNCT
easat-2033	215	1	the	the	DET
easat-2033	215	2	k	k	NOUN
easat-2033	215	3	-	-	PUNCT
easat-2033	215	4	nearest	near	ADJ
easat-2033	215	5	neighbors	neighbor	NOUN
easat-2033	215	6	(	(	PUNCT
easat-2033	215	7	knn	knn	PROPN
easat-2033	215	8	)	)	PUNCT
easat-2033	215	9	model	model	NOUN
easat-2033	215	10	achieved	achieve	VERB
easat-2033	215	11	an	an	DET
easat-2033	215	12	accuracy	accuracy	NOUN
easat-2033	215	13	of	of	ADP
easat-2033	215	14	82	82	NUM
easat-2033	215	15	%	%	NOUN
easat-2033	215	16	,	,	PUNCT
easat-2033	215	17	signifying	signify	VERB
easat-2033	215	18	its	its	PRON
easat-2033	215	19	ability	ability	NOUN
easat-2033	215	20	to	to	PART
easat-2033	215	21	handle	handle	VERB
easat-2033	215	22	data	datum	NOUN
easat-2033	215	23	based	base	VERB
easat-2033	215	24	on	on	ADP
easat-2033	215	25	nearest	near	ADJ
easat-2033	215	26	neighbors	neighbor	NOUN
easat-2033	215	27	.	.	PUNCT
easat-2033	216	1	while	while	SCONJ
easat-2033	216	2	this	this	DET
easat-2033	216	3	result	result	NOUN
easat-2033	216	4	is	be	AUX
easat-2033	216	5	satisfactory	satisfactory	ADJ
easat-2033	216	6	,	,	PUNCT
easat-2033	216	7	there	there	PRON
easat-2033	216	8	are	be	VERB
easat-2033	216	9	indications	indication	NOUN
easat-2033	216	10	that	that	SCONJ
easat-2033	216	11	the	the	DET
easat-2033	216	12	knn	knn	PROPN
easat-2033	216	13	model	model	NOUN
easat-2033	216	14	may	may	AUX
easat-2033	216	15	be	be	AUX
easat-2033	216	16	less	less	ADV
easat-2033	216	17	effective	effective	ADJ
easat-2033	216	18	in	in	ADP
easat-2033	216	19	handling	handle	VERB
easat-2033	216	20	complex	complex	ADJ
easat-2033	216	21	patterns	pattern	NOUN
easat-2033	216	22	or	or	CCONJ
easat-2033	216	23	high	high	ADV
easat-2033	216	24	-	-	PUNCT
easat-2033	216	25	dimensional	dimensional	ADJ
easat-2033	216	26	datasets	dataset	NOUN
easat-2033	216	27	.	.	PUNCT
easat-2033	217	1	on	on	ADP
easat-2033	217	2	the	the	DET
easat-2033	217	3	other	other	ADJ
easat-2033	217	4	hand	hand	NOUN
easat-2033	217	5	,	,	PUNCT
easat-2033	217	6	random	random	ADJ
easat-2033	217	7	forest	forest	NOUN
easat-2033	217	8	achieved	achieve	VERB
easat-2033	217	9	94	94	NUM
easat-2033	217	10	%	%	NOUN
easat-2033	217	11	accuracy	accuracy	NOUN
easat-2033	217	12	,	,	PUNCT
easat-2033	217	13	demonstrating	demonstrate	VERB
easat-2033	217	14	its	its	PRON
easat-2033	217	15	ability	ability	NOUN
easat-2033	217	16	to	to	PART
easat-2033	217	17	combine	combine	VERB
easat-2033	217	18	decision	decision	NOUN
easat-2033	217	19	trees	tree	NOUN
easat-2033	217	20	to	to	PART
easat-2033	217	21	improve	improve	VERB
easat-2033	217	22	performance	performance	NOUN
easat-2033	217	23	and	and	CCONJ
easat-2033	217	24	reduce	reduce	VERB
easat-2033	217	25	overfitting	overfitte	VERB
easat-2033	217	26	.	.	PUNCT
easat-2033	218	1	these	these	DET
easat-2033	218	2	results	result	NOUN
easat-2033	218	3	illustrate	illustrate	VERB
easat-2033	218	4	that	that	SCONJ
easat-2033	218	5	random	random	ADJ
easat-2033	218	6	forest	forest	NOUN
easat-2033	218	7	can	can	AUX
easat-2033	218	8	be	be	AUX
easat-2033	218	9	a	a	DET
easat-2033	218	10	more	more	ADV
easat-2033	218	11	optimal	optimal	ADJ
easat-2033	218	12	choice	choice	NOUN
easat-2033	218	13	for	for	ADP
easat-2033	218	14	handling	handle	VERB
easat-2033	218	15	different	different	ADJ
easat-2033	218	16	types	type	NOUN
easat-2033	218	17	of	of	ADP
easat-2033	218	18	datasets	dataset	NOUN
easat-2033	218	19	.	.	PUNCT
easat-2033	219	1	finally	finally	ADV
easat-2033	219	2	,	,	PUNCT
easat-2033	219	3	the	the	DET
easat-2033	219	4	recurrent	recurrent	ADJ
easat-2033	219	5	neural	neural	ADJ
easat-2033	219	6	network	network	NOUN
easat-2033	219	7	(	(	PUNCT
easat-2033	219	8	rnn	rnn	PROPN
easat-2033	219	9	)	)	PUNCT
easat-2033	219	10	model	model	NOUN
easat-2033	219	11	showed	show	VERB
easat-2033	219	12	the	the	DET
easat-2033	219	13	highest	high	ADJ
easat-2033	219	14	performance	performance	NOUN
easat-2033	219	15	with	with	ADP
easat-2033	219	16	96	96	NUM
easat-2033	219	17	%	%	NOUN
easat-2033	219	18	accuracy	accuracy	NOUN
easat-2033	219	19	.	.	PUNCT
easat-2033	220	1	the	the	DET
easat-2033	220	2	advantage	advantage	NOUN
easat-2033	220	3	of	of	ADP
easat-2033	220	4	rnn	rnn	NOUN
easat-2033	220	5	lies	lie	VERB
easat-2033	220	6	in	in	ADP
easat-2033	220	7	its	its	PRON
easat-2033	220	8	ability	ability	NOUN
easat-2033	220	9	to	to	PART
easat-2033	220	10	understand	understand	VERB
easat-2033	220	11	temporal	temporal	ADJ
easat-2033	220	12	relationships	relationship	NOUN
easat-2033	220	13	and	and	CCONJ
easat-2033	220	14	sequential	sequential	ADJ
easat-2033	220	15	patterns	pattern	NOUN
easat-2033	220	16	in	in	ADP
easat-2033	220	17	data	datum	NOUN
easat-2033	220	18	,	,	PUNCT
easat-2033	220	19	making	make	VERB
easat-2033	220	20	it	it	PRON
easat-2033	220	21	a	a	DET
easat-2033	220	22	strong	strong	ADJ
easat-2033	220	23	choice	choice	NOUN
easat-2033	220	24	for	for	ADP
easat-2033	220	25	sequential	sequential	ADJ
easat-2033	220	26	data	datum	NOUN
easat-2033	220	27	such	such	ADJ
easat-2033	220	28	as	as	ADP
easat-2033	220	29	text	text	NOUN
easat-2033	220	30	or	or	CCONJ
easat-2033	220	31	time	time	NOUN
easat-2033	220	32	sequences	sequence	NOUN
easat-2033	220	33	.	.	PUNCT
easat-2033	221	1	therefore	therefore	ADV
easat-2033	221	2	,	,	PUNCT
easat-2033	221	3	the	the	DET
easat-2033	221	4	selection	selection	NOUN
easat-2033	221	5	of	of	ADP
easat-2033	221	6	an	an	DET
easat-2033	221	7	appropriate	appropriate	ADJ
easat-2033	221	8	model	model	NOUN
easat-2033	221	9	needs	need	VERB
easat-2033	221	10	to	to	PART
easat-2033	221	11	consider	consider	VERB
easat-2033	221	12	the	the	DET
easat-2033	221	13	specific	specific	ADJ
easat-2033	221	14	characteristics	characteristic	NOUN
easat-2033	221	15	of	of	ADP
easat-2033	221	16	the	the	DET
easat-2033	221	17	dataset	dataset	NOUN
easat-2033	221	18	and	and	CCONJ
easat-2033	221	19	the	the	DET
easat-2033	221	20	needs	need	NOUN
easat-2033	221	21	of	of	ADP
easat-2033	221	22	the	the	DET
easat-2033	221	23	desired	desire	VERB
easat-2033	221	24	classification	classification	NOUN
easat-2033	221	25	analysis	analysis	NOUN
easat-2033	221	26	.	.	PUNCT
easat-2033	222	1	figure	figure	NOUN
easat-2033	222	2	9	9	NUM
easat-2033	222	3	.	.	PUNCT
easat-2033	223	1	graph	graph	NOUN
easat-2033	223	2	result	result	NOUN
easat-2033	223	3	emotion	emotion	NOUN
easat-2033	223	4	detected	detect	VERB
easat-2033	223	5	in	in	ADP
easat-2033	223	6	dataset	dataset	NOUN
easat-2033	223	7	.	.	PUNCT
easat-2033	224	1	the	the	DET
easat-2033	224	2	bar	bar	NOUN
easat-2033	224	3	chart	chart	NOUN
easat-2033	224	4	above	above	ADV
easat-2033	224	5	provides	provide	VERB
easat-2033	224	6	an	an	DET
easat-2033	224	7	overview	overview	NOUN
easat-2033	224	8	of	of	ADP
easat-2033	224	9	the	the	DET
easat-2033	224	10	distribution	distribution	NOUN
easat-2033	224	11	of	of	ADP
easat-2033	224	12	emotional	emotional	ADJ
easat-2033	224	13	responses	response	NOUN
easat-2033	224	14	in	in	ADP
easat-2033	224	15	the	the	DET
easat-2033	224	16	twitter	twitter	NOUN
easat-2033	224	17	dataset	dataset	VERB
easat-2033	224	18	focusing	focus	VERB
easat-2033	224	19	on	on	ADP
easat-2033	224	20	disaster	disaster	NOUN
easat-2033	224	21	-	-	PUNCT
easat-2033	224	22	related	relate	VERB
easat-2033	224	23	content	content	NOUN
easat-2033	224	24	.	.	PUNCT
easat-2033	225	1	out	out	ADP
easat-2033	225	2	of	of	ADP
easat-2033	225	3	a	a	DET
easat-2033	225	4	total	total	NOUN
easat-2033	225	5	of	of	ADP
easat-2033	225	6	6,994	6,994	NUM
easat-2033	225	7	tweets	tweet	NOUN
easat-2033	225	8	,	,	PUNCT
easat-2033	225	9	the	the	DET
easat-2033	225	10	'	'	PUNCT
easat-2033	225	11	neutral	neutral	ADJ
easat-2033	225	12	'	'	PUNCT
easat-2033	225	13	category	category	NOUN
easat-2033	225	14	dominates	dominate	VERB
easat-2033	225	15	,	,	PUNCT
easat-2033	225	16	indicating	indicate	VERB
easat-2033	225	17	that	that	SCONJ
easat-2033	225	18	most	most	ADJ
easat-2033	225	19	disaster	disaster	NOUN
easat-2033	225	20	-	-	PUNCT
easat-2033	225	21	related	relate	VERB
easat-2033	225	22	tweets	tweet	NOUN
easat-2033	225	23	are	be	AUX
easat-2033	225	24	informative	informative	ADJ
easat-2033	225	25	or	or	CCONJ
easat-2033	225	26	factual	factual	ADJ
easat-2033	225	27	without	without	ADP
easat-2033	225	28	strong	strong	ADJ
easat-2033	225	29	emotional	emotional	ADJ
easat-2033	225	30	overtones	overtone	NOUN
easat-2033	225	31	.	.	PUNCT
easat-2033	226	1	this	this	PRON
easat-2033	226	2	could	could	AUX
easat-2033	226	3	include	include	VERB
easat-2033	226	4	updates	update	NOUN
easat-2033	226	5	on	on	ADP
easat-2033	226	6	the	the	DET
easat-2033	226	7	progress	progress	NOUN
easat-2033	226	8	of	of	ADP
easat-2033	226	9	the	the	DET
easat-2033	226	10	disaster	disaster	NOUN
easat-2033	226	11	,	,	PUNCT
easat-2033	226	12	safety	safety	NOUN
easat-2033	226	13	information	information	NOUN
easat-2033	226	14	,	,	PUNCT
easat-2033	226	15	or	or	CCONJ
easat-2033	226	16	factual	factual	ADJ
easat-2033	226	17	statements	statement	NOUN
easat-2033	226	18	about	about	ADP
easat-2033	226	19	its	its	PRON
easat-2033	226	20	impact	impact	NOUN
easat-2033	226	21	.	.	PUNCT
easat-2033	227	1	in	in	ADP
easat-2033	227	2	the	the	DET
easat-2033	227	3	context	context	NOUN
easat-2033	227	4	of	of	ADP
easat-2033	227	5	disasters	disaster	NOUN
easat-2033	227	6	,	,	PUNCT
easat-2033	227	7	twitter	twitter	NOUN
easat-2033	227	8	serves	serve	VERB
easat-2033	227	9	as	as	ADP
easat-2033	227	10	a	a	DET
easat-2033	227	11	hub	hub	NOUN
easat-2033	227	12	for	for	ADP
easat-2033	227	13	real	real	ADJ
easat-2033	227	14	-	-	PUNCT
easat-2033	227	15	time	time	NOUN
easat-2033	227	16	information	information	NOUN
easat-2033	227	17	dissemination	dissemination	NOUN
easat-2033	227	18	,	,	PUNCT
easat-2033	227	19	with	with	ADP
easat-2033	227	20	many	many	ADJ
easat-2033	227	21	users	user	NOUN
easat-2033	227	22	seeking	seek	VERB
easat-2033	227	23	objective	objective	ADJ
easat-2033	227	24	updates	update	NOUN
easat-2033	227	25	.	.	PUNCT
easat-2033	228	1	while	while	SCONJ
easat-2033	228	2	the	the	DET
easat-2033	228	3	mood	mood	NOUN
easat-2033	228	4	is	be	AUX
easat-2033	228	5	generally	generally	ADV
easat-2033	228	6	serious	serious	ADJ
easat-2033	228	7	in	in	ADP
easat-2033	228	8	the	the	DET
easat-2033	228	9	context	context	NOUN
easat-2033	228	10	of	of	ADP
easat-2033	228	11	a	a	DET
easat-2033	228	12	disaster	disaster	NOUN
easat-2033	228	13	,	,	PUNCT
easat-2033	228	14	there	there	PRON
easat-2033	228	15	were	be	VERB
easat-2033	228	16	779	779	NUM
easat-2033	228	17	tweets	tweet	NOUN
easat-2033	228	18	categorized	categorize	VERB
easat-2033	228	19	as	as	ADP
easat-2033	228	20	'	'	PUNCT
easat-2033	228	21	joy	joy	NOUN
easat-2033	228	22	'	'	PUNCT
easat-2033	228	23	.	.	PUNCT
easat-2033	229	1	these	these	PRON
easat-2033	229	2	may	may	AUX
easat-2033	229	3	include	include	VERB
easat-2033	229	4	messages	message	NOUN
easat-2033	229	5	of	of	ADP
easat-2033	229	6	relief	relief	NOUN
easat-2033	229	7	,	,	PUNCT
easat-2033	229	8	stories	story	NOUN
easat-2033	229	9	of	of	ADP
easat-2033	229	10	successful	successful	ADJ
easat-2033	229	11	rescues	rescue	NOUN
easat-2033	229	12	,	,	PUNCT
easat-2033	229	13	or	or	CCONJ
easat-2033	229	14	thanks	thank	NOUN
easat-2033	229	15	for	for	ADP
easat-2033	229	16	support	support	NOUN
easat-2033	229	17	and	and	CCONJ
easat-2033	229	18	assistance	assistance	NOUN
easat-2033	229	19	.	.	PUNCT
easat-2033	230	1	furthermore	furthermore	ADV
easat-2033	230	2	,	,	PUNCT
easat-2033	230	3	423	423	NUM
easat-2033	230	4	tweets	tweet	NOUN
easat-2033	230	5	expressed	express	VERB
easat-2033	230	6	'	'	PUNCT
easat-2033	230	7	fear	fear	NOUN
easat-2033	230	8	'	'	PUNCT
easat-2033	230	9	,	,	PUNCT
easat-2033	230	10	reflecting	reflect	VERB
easat-2033	230	11	concerns	concern	NOUN
easat-2033	230	12	for	for	ADP
easat-2033	230	13	safety	safety	NOUN
easat-2033	230	14	,	,	PUNCT
easat-2033	230	15	uncertainty	uncertainty	NOUN
easat-2033	230	16	of	of	ADP
easat-2033	230	17	the	the	DET
easat-2033	230	18	situation	situation	NOUN
easat-2033	230	19	,	,	PUNCT
easat-2033	230	20	or	or	CCONJ
easat-2033	230	21	anxiety	anxiety	NOUN
easat-2033	230	22	about	about	ADP
easat-2033	230	23	the	the	DET
easat-2033	230	24	future	future	NOUN
easat-2033	230	25	.	.	PUNCT
easat-2033	231	1	'	'	PUNCT
easat-2033	231	2	anger	anger	NOUN
easat-2033	231	3	'	'	PUNCT
easat-2033	231	4	was	be	AUX
easat-2033	231	5	present	present	ADJ
easat-2033	231	6	in	in	ADP
easat-2033	231	7	470	470	NUM
easat-2033	231	8	tweets	tweet	NOUN
easat-2033	231	9	,	,	PUNCT
easat-2033	231	10	reflecting	reflect	VERB
easat-2033	231	11	frustration	frustration	NOUN
easat-2033	231	12	at	at	ADP
easat-2033	231	13	the	the	DET
easat-2033	231	14	perceived	perceive	VERB
easat-2033	231	15	inadequacy	inadequacy	NOUN
easat-2033	231	16	of	of	ADP
easat-2033	231	17	the	the	DET
easat-2033	231	18	disaster	disaster	NOUN
easat-2033	231	19	response	response	NOUN
easat-2033	231	20	or	or	CCONJ
easat-2033	231	21	anger	anger	NOUN
easat-2033	231	22	that	that	SCONJ
easat-2033	231	23	human	human	ADJ
easat-2033	231	24	factors	factor	NOUN
easat-2033	231	25	were	be	AUX
easat-2033	231	26	to	to	PART
easat-2033	231	27	blame	blame	VERB
easat-2033	231	28	.	.	PUNCT
easat-2033	232	1	'	'	PUNCT
easat-2033	232	2	sad	sad	ADJ
easat-2033	232	3	'	'	PUNCT
easat-2033	232	4	tweets	tweet	NOUN
easat-2033	232	5	(	(	PUNCT
easat-2033	232	6	259	259	NUM
easat-2033	232	7	tweets	tweet	NOUN
easat-2033	232	8	)	)	PUNCT
easat-2033	232	9	were	be	AUX
easat-2033	232	10	more	more	ADV
easat-2033	232	11	likely	likely	ADJ
easat-2033	232	12	to	to	ADP
easat-2033	232	13	182	182	NUM
easat-2033	232	14	edelweiss	edelweiss	PROPN
easat-2033	232	15	applied	apply	VERB
easat-2033	232	16	science	science	NOUN
easat-2033	232	17	and	and	CCONJ
easat-2033	232	18	technology	technology	NOUN
easat-2033	232	19	issn	issn	PROPN
easat-2033	232	20	:	:	PUNCT
easat-2033	232	21	2576	2576	NUM
easat-2033	232	22	-	-	SYM
easat-2033	232	23	8484	8484	NUM
easat-2033	232	24	vol	vol	NOUN
easat-2033	232	25	.	.	PROPN
easat-2033	232	26	8	8	NUM
easat-2033	232	27	,	,	PUNCT
easat-2033	232	28	no	no	INTJ
easat-2033	232	29	.	.	NOUN
easat-2033	233	1	6	6	NUM
easat-2033	233	2	:	:	SYM
easat-2033	233	3	169	169	NUM
easat-2033	233	4	-	-	SYM
easat-2033	233	5	183	183	NUM
easat-2033	233	6	,	,	PUNCT
easat-2033	233	7	2024	2024	NUM
easat-2033	233	8	doi	doi	NOUN
easat-2033	233	9	:	:	PUNCT
easat-2033	233	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	233	11	©	©	PROPN
easat-2033	233	12	2024	2024	NUM
easat-2033	233	13	by	by	ADP
easat-2033	233	14	the	the	DET
easat-2033	233	15	author	author	NOUN
easat-2033	233	16	;	;	PUNCT
easat-2033	233	17	licensee	licensee	PROPN
easat-2033	233	18	learning	learn	VERB
easat-2033	233	19	gate	gate	NOUN
easat-2033	233	20	express	express	VERB
easat-2033	233	21	sadness	sadness	NOUN
easat-2033	233	22	,	,	PUNCT
easat-2033	233	23	loss	loss	NOUN
easat-2033	233	24	or	or	CCONJ
easat-2033	233	25	sympathy	sympathy	NOUN
easat-2033	233	26	,	,	PUNCT
easat-2033	233	27	especially	especially	ADV
easat-2033	233	28	in	in	ADP
easat-2033	233	29	relation	relation	NOUN
easat-2033	233	30	to	to	ADP
easat-2033	233	31	loss	loss	NOUN
easat-2033	233	32	of	of	ADP
easat-2033	233	33	life	life	NOUN
easat-2033	233	34	,	,	PUNCT
easat-2033	233	35	loss	loss	NOUN
easat-2033	233	36	of	of	ADP
easat-2033	233	37	property	property	NOUN
easat-2033	233	38	or	or	CCONJ
easat-2033	233	39	loss	loss	NOUN
easat-2033	233	40	of	of	ADP
easat-2033	233	41	livelihood	livelihood	NOUN
easat-2033	233	42	.	.	PUNCT
easat-2033	234	1	the	the	DET
easat-2033	234	2	emotion	emotion	NOUN
easat-2033	234	3	'	'	PUNCT
easat-2033	234	4	love	love	NOUN
easat-2033	234	5	'	'	PUNCT
easat-2033	234	6	was	be	AUX
easat-2033	234	7	the	the	DET
easat-2033	234	8	least	least	ADV
easat-2033	234	9	frequently	frequently	ADV
easat-2033	234	10	detected	detect	VERB
easat-2033	234	11	(	(	PUNCT
easat-2033	234	12	70	70	NUM
easat-2033	234	13	tweets	tweet	NOUN
easat-2033	234	14	)	)	PUNCT
easat-2033	234	15	,	,	PUNCT
easat-2033	234	16	representing	represent	VERB
easat-2033	234	17	messages	message	NOUN
easat-2033	234	18	of	of	ADP
easat-2033	234	19	support	support	NOUN
easat-2033	234	20	,	,	PUNCT
easat-2033	234	21	solidarity	solidarity	NOUN
easat-2033	234	22	and	and	CCONJ
easat-2033	234	23	compassion	compassion	NOUN
easat-2033	234	24	.	.	PUNCT
easat-2033	235	1	this	this	PRON
easat-2033	235	2	could	could	AUX
easat-2033	235	3	include	include	VERB
easat-2033	235	4	tweets	tweet	NOUN
easat-2033	235	5	from	from	ADP
easat-2033	235	6	individuals	individual	NOUN
easat-2033	235	7	expressing	express	VERB
easat-2033	235	8	love	love	NOUN
easat-2033	235	9	and	and	CCONJ
easat-2033	235	10	concern	concern	NOUN
easat-2033	235	11	for	for	ADP
easat-2033	235	12	those	those	PRON
easat-2033	235	13	affected	affect	VERB
easat-2033	235	14	or	or	CCONJ
easat-2033	235	15	gratitude	gratitude	NOUN
easat-2033	235	16	to	to	ADP
easat-2033	235	17	first	first	ADJ
easat-2033	235	18	responders	responder	NOUN
easat-2033	235	19	and	and	CCONJ
easat-2033	235	20	volunteers	volunteer	NOUN
easat-2033	235	21	.	.	PUNCT
easat-2033	236	1	this	this	DET
easat-2033	236	2	analysis	analysis	NOUN
easat-2033	236	3	reveals	reveal	VERB
easat-2033	236	4	the	the	DET
easat-2033	236	5	diversity	diversity	NOUN
easat-2033	236	6	of	of	ADP
easat-2033	236	7	emotional	emotional	ADJ
easat-2033	236	8	responses	response	NOUN
easat-2033	236	9	in	in	ADP
easat-2033	236	10	the	the	DET
easat-2033	236	11	context	context	NOUN
easat-2033	236	12	of	of	ADP
easat-2033	236	13	disasters	disaster	NOUN
easat-2033	236	14	on	on	ADP
easat-2033	236	15	twitter	twitter	NOUN
easat-2033	236	16	,	,	PUNCT
easat-2033	236	17	covering	cover	VERB
easat-2033	236	18	a	a	DET
easat-2033	236	19	spectrum	spectrum	NOUN
easat-2033	236	20	from	from	ADP
easat-2033	236	21	neutral	neutral	ADJ
easat-2033	236	22	to	to	ADP
easat-2033	236	23	more	more	ADV
easat-2033	236	24	intense	intense	ADJ
easat-2033	236	25	emotions	emotion	NOUN
easat-2033	236	26	.	.	PUNCT
easat-2033	237	1	4	4	X
easat-2033	237	2	.	.	X
easat-2033	237	3	conclusion	conclusion	NOUN
easat-2033	237	4	from	from	ADP
easat-2033	237	5	the	the	DET
easat-2033	237	6	evaluation	evaluation	NOUN
easat-2033	237	7	results	result	NOUN
easat-2033	237	8	of	of	ADP
easat-2033	237	9	three	three	NUM
easat-2033	237	10	different	different	ADJ
easat-2033	237	11	models	model	NOUN
easat-2033	237	12	in	in	ADP
easat-2033	237	13	the	the	DET
easat-2033	237	14	study	study	NOUN
easat-2033	237	15	"	"	PUNCT
easat-2033	237	16	behavioural	behavioural	ADJ
easat-2033	237	17	indonesian	indonesian	ADJ
easat-2033	237	18	disaster	disaster	NOUN
easat-2033	237	19	data	datum	NOUN
easat-2033	237	20	classification	classification	NOUN
easat-2033	237	21	in	in	ADP
easat-2033	237	22	social	social	ADJ
easat-2033	237	23	media	medium	NOUN
easat-2033	237	24	using	use	VERB
easat-2033	237	25	knn	knn	PROPN
easat-2033	237	26	,	,	PUNCT
easat-2033	237	27	random	random	ADJ
easat-2033	237	28	forest	forest	NOUN
easat-2033	237	29	,	,	PUNCT
easat-2033	237	30	and	and	CCONJ
easat-2033	237	31	rnn	rnn	VERB
easat-2033	237	32	in	in	ADP
easat-2033	237	33	machine	machine	NOUN
easat-2033	237	34	learning	learning	NOUN
easat-2033	237	35	,	,	PUNCT
easat-2033	237	36	"	"	PUNCT
easat-2033	237	37	it	it	PRON
easat-2033	237	38	can	can	AUX
easat-2033	237	39	be	be	AUX
easat-2033	237	40	concluded	conclude	VERB
easat-2033	237	41	that	that	SCONJ
easat-2033	237	42	each	each	DET
easat-2033	237	43	model	model	NOUN
easat-2033	237	44	has	have	VERB
easat-2033	237	45	its	its	PRON
easat-2033	237	46	own	own	ADJ
easat-2033	237	47	strengths	strength	NOUN
easat-2033	237	48	and	and	CCONJ
easat-2033	237	49	characteristics	characteristic	NOUN
easat-2033	237	50	.	.	PUNCT
easat-2033	238	1	the	the	DET
easat-2033	238	2	k	k	NOUN
easat-2033	238	3	-	-	PUNCT
easat-2033	238	4	nearest	near	ADJ
easat-2033	238	5	neighbors	neighbor	NOUN
easat-2033	238	6	(	(	PUNCT
easat-2033	238	7	knn	knn	PROPN
easat-2033	238	8	)	)	PUNCT
easat-2033	238	9	model	model	NOUN
easat-2033	238	10	achieved	achieve	VERB
easat-2033	238	11	an	an	DET
easat-2033	238	12	accuracy	accuracy	NOUN
easat-2033	238	13	of	of	ADP
easat-2033	238	14	82	82	NUM
easat-2033	238	15	%	%	NOUN
easat-2033	238	16	,	,	PUNCT
easat-2033	238	17	indicating	indicate	VERB
easat-2033	238	18	its	its	PRON
easat-2033	238	19	ability	ability	NOUN
easat-2033	238	20	to	to	PART
easat-2033	238	21	handle	handle	VERB
easat-2033	238	22	data	datum	NOUN
easat-2033	238	23	based	base	VERB
easat-2033	238	24	on	on	ADP
easat-2033	238	25	nearest	near	ADJ
easat-2033	238	26	neighbors	neighbor	NOUN
easat-2033	238	27	.	.	PUNCT
easat-2033	239	1	while	while	SCONJ
easat-2033	239	2	the	the	DET
easat-2033	239	3	results	result	NOUN
easat-2033	239	4	are	be	AUX
easat-2033	239	5	satisfactory	satisfactory	ADJ
easat-2033	239	6	,	,	PUNCT
easat-2033	239	7	there	there	PRON
easat-2033	239	8	is	be	VERB
easat-2033	239	9	an	an	DET
easat-2033	239	10	indication	indication	NOUN
easat-2033	239	11	that	that	SCONJ
easat-2033	239	12	knn	knn	PROPN
easat-2033	239	13	may	may	AUX
easat-2033	239	14	be	be	AUX
easat-2033	239	15	less	less	ADV
easat-2033	239	16	effective	effective	ADJ
easat-2033	239	17	in	in	ADP
easat-2033	239	18	handling	handle	VERB
easat-2033	239	19	complex	complex	ADJ
easat-2033	239	20	patterns	pattern	NOUN
easat-2033	239	21	or	or	CCONJ
easat-2033	239	22	high	high	ADV
easat-2033	239	23	-	-	PUNCT
easat-2033	239	24	dimensional	dimensional	ADJ
easat-2033	239	25	datasets	dataset	NOUN
easat-2033	239	26	.	.	PUNCT
easat-2033	240	1	on	on	ADP
easat-2033	240	2	the	the	DET
easat-2033	240	3	other	other	ADJ
easat-2033	240	4	hand	hand	NOUN
easat-2033	240	5	,	,	PUNCT
easat-2033	240	6	random	random	ADJ
easat-2033	240	7	forest	forest	NOUN
easat-2033	240	8	achieved	achieve	VERB
easat-2033	240	9	an	an	DET
easat-2033	240	10	accuracy	accuracy	NOUN
easat-2033	240	11	of	of	ADP
easat-2033	240	12	94	94	NUM
easat-2033	240	13	%	%	NOUN
easat-2033	240	14	,	,	PUNCT
easat-2033	240	15	showcasing	showcase	VERB
easat-2033	240	16	its	its	PRON
easat-2033	240	17	ability	ability	NOUN
easat-2033	240	18	to	to	PART
easat-2033	240	19	combine	combine	VERB
easat-2033	240	20	decision	decision	NOUN
easat-2033	240	21	trees	tree	NOUN
easat-2033	240	22	to	to	PART
easat-2033	240	23	enhance	enhance	VERB
easat-2033	240	24	performance	performance	NOUN
easat-2033	240	25	and	and	CCONJ
easat-2033	240	26	reduce	reduce	VERB
easat-2033	240	27	overfitting	overfitte	VERB
easat-2033	240	28	.	.	PUNCT
easat-2033	241	1	these	these	DET
easat-2033	241	2	results	result	NOUN
easat-2033	241	3	illustrate	illustrate	VERB
easat-2033	241	4	that	that	PRON
easat-2033	241	5	random	random	ADJ
easat-2033	241	6	forest	forest	NOUN
easat-2033	241	7	could	could	AUX
easat-2033	241	8	be	be	AUX
easat-2033	241	9	a	a	DET
easat-2033	241	10	more	more	ADV
easat-2033	241	11	optimal	optimal	ADJ
easat-2033	241	12	choice	choice	NOUN
easat-2033	241	13	for	for	ADP
easat-2033	241	14	handling	handle	VERB
easat-2033	241	15	various	various	ADJ
easat-2033	241	16	types	type	NOUN
easat-2033	241	17	of	of	ADP
easat-2033	241	18	datasets	dataset	NOUN
easat-2033	241	19	.	.	PUNCT
easat-2033	242	1	ultimately	ultimately	ADV
easat-2033	242	2	,	,	PUNCT
easat-2033	242	3	the	the	DET
easat-2033	242	4	recurrent	recurrent	ADJ
easat-2033	242	5	neural	neural	ADJ
easat-2033	242	6	network	network	NOUN
easat-2033	242	7	(	(	PUNCT
easat-2033	242	8	rnn	rnn	PROPN
easat-2033	242	9	)	)	PUNCT
easat-2033	242	10	model	model	NOUN
easat-2033	242	11	demonstrated	demonstrate	VERB
easat-2033	242	12	the	the	DET
easat-2033	242	13	highest	high	ADJ
easat-2033	242	14	performance	performance	NOUN
easat-2033	242	15	with	with	ADP
easat-2033	242	16	an	an	DET
easat-2033	242	17	accuracy	accuracy	NOUN
easat-2033	242	18	of	of	ADP
easat-2033	242	19	96	96	NUM
easat-2033	242	20	%	%	NOUN
easat-2033	242	21	.	.	PUNCT
easat-2033	243	1	rnn	rnn	PROPN
easat-2033	243	2	's	's	PART
easat-2033	243	3	primary	primary	ADJ
easat-2033	243	4	strength	strength	NOUN
easat-2033	243	5	lies	lie	VERB
easat-2033	243	6	in	in	ADP
easat-2033	243	7	its	its	PRON
easat-2033	243	8	ability	ability	NOUN
easat-2033	243	9	to	to	PART
easat-2033	243	10	understand	understand	VERB
easat-2033	243	11	temporal	temporal	ADJ
easat-2033	243	12	relationships	relationship	NOUN
easat-2033	243	13	and	and	CCONJ
easat-2033	243	14	sequential	sequential	ADJ
easat-2033	243	15	patterns	pattern	NOUN
easat-2033	243	16	in	in	ADP
easat-2033	243	17	data	datum	NOUN
easat-2033	243	18	,	,	PUNCT
easat-2033	243	19	making	make	VERB
easat-2033	243	20	it	it	PRON
easat-2033	243	21	a	a	DET
easat-2033	243	22	robust	robust	ADJ
easat-2033	243	23	choice	choice	NOUN
easat-2033	243	24	for	for	ADP
easat-2033	243	25	sequential	sequential	ADJ
easat-2033	243	26	data	datum	NOUN
easat-2033	243	27	like	like	ADP
easat-2033	243	28	text	text	NOUN
easat-2033	243	29	or	or	CCONJ
easat-2033	243	30	time	time	NOUN
easat-2033	243	31	series	series	NOUN
easat-2033	243	32	.	.	PUNCT
easat-2033	244	1	in	in	ADP
easat-2033	244	2	model	model	NOUN
easat-2033	244	3	selection	selection	NOUN
easat-2033	244	4	,	,	PUNCT
easat-2033	244	5	it	it	PRON
easat-2033	244	6	is	be	AUX
easat-2033	244	7	crucial	crucial	ADJ
easat-2033	244	8	to	to	PART
easat-2033	244	9	consider	consider	VERB
easat-2033	244	10	the	the	DET
easat-2033	244	11	specific	specific	ADJ
easat-2033	244	12	characteristics	characteristic	NOUN
easat-2033	244	13	of	of	ADP
easat-2033	244	14	the	the	DET
easat-2033	244	15	dataset	dataset	NOUN
easat-2033	244	16	and	and	CCONJ
easat-2033	244	17	the	the	DET
easat-2033	244	18	desired	desire	VERB
easat-2033	244	19	classification	classification	NOUN
easat-2033	244	20	analysis	analysis	NOUN
easat-2033	244	21	.	.	PUNCT
easat-2033	245	1	thus	thus	ADV
easat-2033	245	2	,	,	PUNCT
easat-2033	245	3	these	these	DET
easat-2033	245	4	findings	finding	NOUN
easat-2033	245	5	provide	provide	VERB
easat-2033	245	6	valuable	valuable	ADJ
easat-2033	245	7	insights	insight	NOUN
easat-2033	245	8	to	to	PART
easat-2033	245	9	guide	guide	VERB
easat-2033	245	10	the	the	DET
easat-2033	245	11	selection	selection	NOUN
easat-2033	245	12	of	of	ADP
easat-2033	245	13	the	the	DET
easat-2033	245	14	most	most	ADV
easat-2033	245	15	suitable	suitable	ADJ
easat-2033	245	16	model	model	NOUN
easat-2033	245	17	for	for	ADP
easat-2033	245	18	the	the	DET
easat-2033	245	19	situation	situation	NOUN
easat-2033	245	20	and	and	CCONJ
easat-2033	245	21	data	data	NOUN
easat-2033	245	22	type	type	NOUN
easat-2033	245	23	at	at	ADP
easat-2033	245	24	hand	hand	NOUN
easat-2033	245	25	.	.	PUNCT
easat-2033	246	1	for	for	ADP
easat-2033	246	2	future	future	ADJ
easat-2033	246	3	research	research	NOUN
easat-2033	246	4	,	,	PUNCT
easat-2033	246	5	further	further	ADJ
easat-2033	246	6	exploration	exploration	NOUN
easat-2033	246	7	is	be	AUX
easat-2033	246	8	needed	need	VERB
easat-2033	246	9	on	on	ADP
easat-2033	246	10	how	how	SCONJ
easat-2033	246	11	these	these	DET
easat-2033	246	12	models	model	NOUN
easat-2033	246	13	can	can	AUX
easat-2033	246	14	be	be	AUX
easat-2033	246	15	adapted	adapt	VERB
easat-2033	246	16	or	or	CCONJ
easat-2033	246	17	optimized	optimize	VERB
easat-2033	246	18	for	for	ADP
easat-2033	246	19	various	various	ADJ
easat-2033	246	20	types	type	NOUN
easat-2033	246	21	of	of	ADP
easat-2033	246	22	disasters	disaster	NOUN
easat-2033	246	23	and	and	CCONJ
easat-2033	246	24	social	social	ADJ
easat-2033	246	25	media	medium	NOUN
easat-2033	246	26	data	datum	NOUN
easat-2033	246	27	.	.	PUNCT
easat-2033	247	1	a	a	DET
easat-2033	247	2	deeper	deep	ADJ
easat-2033	247	3	understanding	understanding	NOUN
easat-2033	247	4	of	of	ADP
easat-2033	247	5	the	the	DET
easat-2033	247	6	factors	factor	NOUN
easat-2033	247	7	influencing	influence	VERB
easat-2033	247	8	model	model	NOUN
easat-2033	247	9	performance	performance	NOUN
easat-2033	247	10	in	in	ADP
easat-2033	247	11	the	the	DET
easat-2033	247	12	context	context	NOUN
easat-2033	247	13	of	of	ADP
easat-2033	247	14	disasters	disaster	NOUN
easat-2033	247	15	in	in	ADP
easat-2033	247	16	indonesia	indonesia	PROPN
easat-2033	247	17	can	can	AUX
easat-2033	247	18	serve	serve	VERB
easat-2033	247	19	as	as	ADP
easat-2033	247	20	a	a	DET
easat-2033	247	21	foundation	foundation	NOUN
easat-2033	247	22	for	for	ADP
easat-2033	247	23	developing	develop	VERB
easat-2033	247	24	more	more	ADV
easat-2033	247	25	sophisticated	sophisticated	ADJ
easat-2033	247	26	and	and	CCONJ
easat-2033	247	27	responsive	responsive	ADJ
easat-2033	247	28	models	model	NOUN
easat-2033	247	29	.	.	PUNCT
easat-2033	248	1	copyright	copyright	NOUN
easat-2033	248	2	:	:	PUNCT
easat-2033	248	3	©	©	PROPN
easat-2033	248	4	2024	2024	NUM
easat-2033	248	5	by	by	ADP
easat-2033	248	6	the	the	DET
easat-2033	248	7	authors	author	NOUN
easat-2033	248	8	.	.	PUNCT
easat-2033	249	1	this	this	DET
easat-2033	249	2	article	article	NOUN
easat-2033	249	3	is	be	AUX
easat-2033	249	4	an	an	DET
easat-2033	249	5	open	open	ADJ
easat-2033	249	6	access	access	NOUN
easat-2033	249	7	article	article	NOUN
easat-2033	249	8	distributed	distribute	VERB
easat-2033	249	9	under	under	ADP
easat-2033	249	10	the	the	DET
easat-2033	249	11	terms	term	NOUN
easat-2033	249	12	and	and	CCONJ
easat-2033	249	13	conditionsof	conditionsof	VERB
easat-2033	249	14	the	the	DET
easat-2033	249	15	creative	creative	ADJ
easat-2033	249	16	commons	common	NOUN
easat-2033	249	17	attribution	attribution	NOUN
easat-2033	249	18	(	(	PUNCT
easat-2033	249	19	cc	cc	NOUN
easat-2033	249	20	by	by	ADP
easat-2033	249	21	)	)	PUNCT
easat-2033	249	22	license	license	NOUN
easat-2033	249	23	(	(	PUNCT
easat-2033	249	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2033	249	25	)	)	PUNCT
easat-2033	249	26	.	.	PUNCT
easat-2033	250	1	references	reference	NOUN
easat-2033	250	2	[	[	X
easat-2033	250	3	1	1	NUM
easat-2033	250	4	]	]	PUNCT
easat-2033	250	5	“	"	PUNCT
easat-2033	250	6	role	role	NOUN
easat-2033	250	7	of	of	ADP
easat-2033	250	8	social	social	ADJ
easat-2033	250	9	media	medium	NOUN
easat-2033	250	10	in	in	ADP
easat-2033	250	11	disaster	disaster	NOUN
easat-2033	250	12	management	management	NOUN
easat-2033	250	13	,	,	PUNCT
easat-2033	250	14	”	"	PUNCT
easat-2033	250	15	international	international	ADJ
easat-2033	250	16	journal	journal	NOUN
easat-2033	250	17	of	of	ADP
easat-2033	250	18	public	public	ADJ
easat-2033	250	19	health	health	NOUN
easat-2033	250	20	and	and	CCONJ
easat-2033	250	21	clinical	clinical	ADJ
easat-2033	250	22	sciences	science	NOUN
easat-2033	250	23	,	,	PUNCT
easat-2033	250	24	vol	vol	NOUN
easat-2033	250	25	.	.	PROPN
easat-2033	251	1	6	6	NUM
easat-2033	251	2	,	,	PUNCT
easat-2033	251	3	no	no	INTJ
easat-2033	251	4	.	.	NOUN
easat-2033	251	5	2	2	NUM
easat-2033	251	6	,	,	PUNCT
easat-2033	251	7	2019	2019	NUM
easat-2033	251	8	,	,	PUNCT
easat-2033	251	9	doi	doi	NOUN
easat-2033	251	10	:	:	PUNCT
easat-2033	251	11	10.32827	10.32827	NUM
easat-2033	251	12	/	/	SYM
easat-2033	251	13	ijphcs.6.2.77	ijphcs.6.2.77	NOUN
easat-2033	251	14	.	.	PUNCT
easat-2033	252	1	[	[	X
easat-2033	252	2	2	2	X
easat-2033	252	3	]	]	PUNCT
easat-2033	252	4	h.	h.	PROPN
easat-2033	252	5	zhang	zhang	PROPN
easat-2033	252	6	et	et	PROPN
easat-2033	252	7	al	al	PROPN
easat-2033	252	8	.	.	PROPN
easat-2033	252	9	,	,	PUNCT
easat-2033	252	10	“	"	PUNCT
easat-2033	252	11	spatiotemporal	spatiotemporal	ADJ
easat-2033	252	12	information	information	NOUN
easat-2033	252	13	mining	mining	NOUN
easat-2033	252	14	for	for	ADP
easat-2033	252	15	emergency	emergency	NOUN
easat-2033	252	16	response	response	NOUN
easat-2033	252	17	of	of	ADP
easat-2033	252	18	urban	urban	ADJ
easat-2033	252	19	flood	flood	NOUN
easat-2033	252	20	based	base	VERB
easat-2033	252	21	on	on	ADP
easat-2033	252	22	social	social	ADJ
easat-2033	252	23	media	medium	NOUN
easat-2033	252	24	and	and	CCONJ
easat-2033	252	25	remote	remote	ADJ
easat-2033	252	26	sensing	sense	VERB
easat-2033	252	27	data	datum	NOUN
easat-2033	252	28	,	,	PUNCT
easat-2033	252	29	”	"	PUNCT
easat-2033	252	30	remote	remote	ADJ
easat-2033	252	31	sens	sen	NOUN
easat-2033	252	32	(	(	PUNCT
easat-2033	252	33	basel	basel	PROPN
easat-2033	252	34	)	)	PUNCT
easat-2033	252	35	,	,	PUNCT
easat-2033	252	36	vol	vol	NOUN
easat-2033	252	37	.	.	PROPN
easat-2033	252	38	15	15	NUM
easat-2033	252	39	,	,	PUNCT
easat-2033	252	40	no	no	INTJ
easat-2033	252	41	.	.	NOUN
easat-2033	252	42	17	17	NUM
easat-2033	252	43	,	,	PUNCT
easat-2033	252	44	2023	2023	NUM
easat-2033	252	45	,	,	PUNCT
easat-2033	252	46	doi	doi	NOUN
easat-2033	252	47	:	:	PUNCT
easat-2033	252	48	10.3390	10.3390	NUM
easat-2033	252	49	/	/	SYM
easat-2033	252	50	rs15174301	rs15174301	NOUN
easat-2033	252	51	.	.	PUNCT
easat-2033	253	1	[	[	X
easat-2033	253	2	3	3	NUM
easat-2033	253	3	]	]	X
easat-2033	253	4	n.	n.	PROPN
easat-2033	253	5	sheng	sheng	PROPN
easat-2033	253	6	,	,	PUNCT
easat-2033	253	7	c.	c.	PROPN
easat-2033	253	8	yang	yang	PROPN
easat-2033	253	9	,	,	PUNCT
easat-2033	253	10	l.	l.	PROPN
easat-2033	253	11	han	han	PROPN
easat-2033	253	12	,	,	PUNCT
easat-2033	253	13	and	and	CCONJ
easat-2033	253	14	m.	m.	NOUN
easat-2033	254	1	jou	jou	INTJ
easat-2033	254	2	,	,	PUNCT
easat-2033	254	3	“	"	PUNCT
easat-2033	254	4	too	too	ADV
easat-2033	254	5	much	much	ADJ
easat-2033	254	6	overload	overload	NOUN
easat-2033	254	7	and	and	CCONJ
easat-2033	254	8	concerns	concern	NOUN
easat-2033	254	9	:	:	PUNCT
easat-2033	254	10	antecedents	antecedent	NOUN
easat-2033	254	11	of	of	ADP
easat-2033	254	12	social	social	ADJ
easat-2033	254	13	media	medium	NOUN
easat-2033	254	14	fatigue	fatigue	NOUN
easat-2033	254	15	and	and	CCONJ
easat-2033	254	16	the	the	DET
easat-2033	254	17	mediating	mediate	VERB
easat-2033	254	18	role	role	NOUN
easat-2033	254	19	of	of	ADP
easat-2033	254	20	emotional	emotional	ADJ
easat-2033	254	21	exhaustion	exhaustion	NOUN
easat-2033	254	22	,	,	PUNCT
easat-2033	254	23	”	"	PUNCT
easat-2033	254	24	comput	comput	ADP
easat-2033	254	25	human	human	ADJ
easat-2033	254	26	behav	behav	NOUN
easat-2033	254	27	,	,	PUNCT
easat-2033	254	28	vol	vol	NOUN
easat-2033	254	29	.	.	NOUN
easat-2033	254	30	139	139	NUM
easat-2033	254	31	,	,	PUNCT
easat-2033	254	32	2023	2023	NUM
easat-2033	254	33	,	,	PUNCT
easat-2033	254	34	doi	doi	NOUN
easat-2033	254	35	:	:	PUNCT
easat-2033	254	36	10.1016	10.1016	NUM
easat-2033	254	37	/	/	SYM
easat-2033	254	38	j.chb.2022.107500	j.chb.2022.107500	NOUN
easat-2033	254	39	.	.	PUNCT
easat-2033	255	1	[	[	X
easat-2033	255	2	4	4	X
easat-2033	255	3	]	]	PUNCT
easat-2033	255	4	s.	s.	PROPN
easat-2033	255	5	m.	m.	PROPN
easat-2033	255	6	khan	khan	PROPN
easat-2033	255	7	et	et	PROPN
easat-2033	255	8	al	al	PROPN
easat-2033	255	9	.	.	PROPN
easat-2033	255	10	,	,	PUNCT
easat-2033	255	11	“	"	PUNCT
easat-2033	255	12	a	a	DET
easat-2033	255	13	systematic	systematic	ADJ
easat-2033	255	14	review	review	NOUN
easat-2033	255	15	of	of	ADP
easat-2033	255	16	disaster	disaster	NOUN
easat-2033	255	17	management	management	NOUN
easat-2033	255	18	systems	system	NOUN
easat-2033	255	19	:	:	PUNCT
easat-2033	255	20	approaches	approach	NOUN
easat-2033	255	21	,	,	PUNCT
easat-2033	255	22	challenges	challenge	NOUN
easat-2033	255	23	,	,	PUNCT
easat-2033	255	24	and	and	CCONJ
easat-2033	255	25	future	future	ADJ
easat-2033	255	26	directions	direction	NOUN
easat-2033	255	27	,	,	PUNCT
easat-2033	255	28	”	"	PUNCT
easat-2033	255	29	land	land	NOUN
easat-2033	255	30	,	,	PUNCT
easat-2033	255	31	vol	vol	NOUN
easat-2033	255	32	.	.	PROPN
easat-2033	255	33	12	12	NUM
easat-2033	255	34	,	,	PUNCT
easat-2033	255	35	no	no	INTJ
easat-2033	255	36	.	.	NOUN
easat-2033	255	37	8	8	NUM
easat-2033	255	38	.	.	X
easat-2033	255	39	2023	2023	NUM
easat-2033	255	40	.	.	PUNCT
easat-2033	256	1	doi	doi	NOUN
easat-2033	256	2	:	:	PUNCT
easat-2033	256	3	10.3390	10.3390	NUM
easat-2033	256	4	/	/	SYM
easat-2033	256	5	land12081514	land12081514	PROPN
easat-2033	256	6	.	.	PUNCT
easat-2033	257	1	[	[	X
easat-2033	257	2	5	5	X
easat-2033	257	3	]	]	PUNCT
easat-2033	257	4	j.	j.	PROPN
easat-2033	257	5	jethwaney	jethwaney	PROPN
easat-2033	257	6	,	,	PUNCT
easat-2033	257	7	“	"	PUNCT
easat-2033	257	8	introduction	introduction	NOUN
easat-2033	257	9	:	:	PUNCT
easat-2033	257	10	taking	take	VERB
easat-2033	257	11	media	medium	NOUN
easat-2033	257	12	and	and	CCONJ
easat-2033	257	13	communication	communication	NOUN
easat-2033	257	14	on	on	ADP
easat-2033	257	15	board	board	NOUN
easat-2033	257	16	in	in	ADP
easat-2033	257	17	disaster	disaster	NOUN
easat-2033	257	18	management	management	NOUN
easat-2033	257	19	,	,	PUNCT
easat-2033	257	20	”	"	PUNCT
easat-2033	257	21	in	in	ADP
easat-2033	257	22	international	international	ADJ
easat-2033	257	23	handbook	handbook	NOUN
easat-2033	257	24	of	of	ADP
easat-2033	257	25	disaster	disaster	NOUN
easat-2033	257	26	research	research	NOUN
easat-2033	257	27	,	,	PUNCT
easat-2033	257	28	2023	2023	NUM
easat-2033	257	29	.	.	PUNCT
easat-2033	258	1	doi	doi	NOUN
easat-2033	258	2	:	:	PUNCT
easat-2033	258	3	10.1007/978	10.1007/978	NUM
easat-2033	258	4	-	-	SYM
easat-2033	258	5	981	981	NUM
easat-2033	258	6	-	-	PUNCT
easat-2033	258	7	16	16	NUM
easat-2033	258	8	-	-	PUNCT
easat-2033	258	9	8800	8800	NUM
easat-2033	258	10	-	-	PUNCT
easat-2033	258	11	3_207	3_207	NUM
easat-2033	258	12	-	-	SYM
easat-2033	258	13	1	1	NUM
easat-2033	258	14	.	.	PUNCT
easat-2033	259	1	[	[	X
easat-2033	259	2	6	6	NUM
easat-2033	259	3	]	]	PUNCT
easat-2033	259	4	s.	s.	PROPN
easat-2033	259	5	sohrabizadeh	sohrabizadeh	PROPN
easat-2033	259	6	et	et	PROPN
easat-2033	259	7	al	al	PROPN
easat-2033	259	8	.	.	PROPN
easat-2033	259	9	,	,	PUNCT
easat-2033	259	10	“	"	PUNCT
easat-2033	259	11	challenges	challenge	NOUN
easat-2033	259	12	and	and	CCONJ
easat-2033	259	13	barriers	barrier	NOUN
easat-2033	259	14	to	to	ADP
easat-2033	259	15	the	the	DET
easat-2033	259	16	participation	participation	NOUN
easat-2033	259	17	of	of	ADP
easat-2033	259	18	non	non	ADJ
easat-2033	259	19	-	-	ADJ
easat-2033	259	20	governmental	governmental	ADJ
easat-2033	259	21	organizations	organization	NOUN
easat-2033	259	22	(	(	PUNCT
easat-2033	259	23	ngos	ngo	NOUN
easat-2033	259	24	)	)	PUNCT
easat-2033	259	25	in	in	ADP
easat-2033	259	26	flood	flood	NOUN
easat-2033	259	27	management	management	NOUN
easat-2033	259	28	:	:	PUNCT
easat-2033	259	29	a	a	DET
easat-2033	259	30	qualitative	qualitative	ADJ
easat-2033	259	31	study	study	NOUN
easat-2033	259	32	from	from	ADP
easat-2033	259	33	iran	iran	PROPN
easat-2033	259	34	,	,	PUNCT
easat-2033	259	35	”	"	PUNCT
easat-2033	259	36	disaster	disaster	NOUN
easat-2033	259	37	med	me	VERB
easat-2033	259	38	public	public	ADJ
easat-2033	259	39	health	health	NOUN
easat-2033	259	40	prep	prep	NOUN
easat-2033	259	41	,	,	PUNCT
easat-2033	259	42	vol	vol	NOUN
easat-2033	259	43	.	.	PROPN
easat-2033	259	44	17	17	NUM
easat-2033	259	45	,	,	PUNCT
easat-2033	259	46	no	no	INTJ
easat-2033	259	47	.	.	NOUN
easat-2033	259	48	2	2	NUM
easat-2033	259	49	,	,	PUNCT
easat-2033	259	50	2023	2023	NUM
easat-2033	259	51	,	,	PUNCT
easat-2033	259	52	doi	doi	NOUN
easat-2033	259	53	:	:	PUNCT
easat-2033	259	54	10.1017	10.1017	NUM
easat-2033	259	55	/	/	SYM
easat-2033	259	56	dmp.2022.123	dmp.2022.123	NOUN
easat-2033	259	57	.	.	PUNCT
easat-2033	260	1	[	[	X
easat-2033	260	2	7	7	X
easat-2033	260	3	]	]	PUNCT
easat-2033	260	4	a.	a.	NOUN
easat-2033	260	5	a.	a.	NOUN
easat-2033	260	6	shah	shah	PROPN
easat-2033	260	7	,	,	PUNCT
easat-2033	260	8	a.	a.	PROPN
easat-2033	260	9	ullah	ullah	PROPN
easat-2033	260	10	,	,	PUNCT
easat-2033	260	11	g.	g.	PROPN
easat-2033	260	12	t.	t.	PROPN
easat-2033	260	13	mudimu	mudimu	PROPN
easat-2033	260	14	,	,	PUNCT
easat-2033	260	15	n.	n.	PROPN
easat-2033	260	16	a.	a.	PROPN
easat-2033	260	17	khan	khan	PROPN
easat-2033	260	18	,	,	PUNCT
easat-2033	260	19	a.	a.	PROPN
easat-2033	260	20	khan	khan	PROPN
easat-2033	260	21	,	,	PUNCT
easat-2033	260	22	and	and	CCONJ
easat-2033	260	23	c.	c.	PROPN
easat-2033	260	24	xu	xu	PROPN
easat-2033	260	25	,	,	PUNCT
easat-2033	260	26	“	"	PUNCT
easat-2033	260	27	reconnoitering	reconnoiter	VERB
easat-2033	260	28	ngos	ngo	NOUN
easat-2033	260	29	strategies	strategy	NOUN
easat-2033	260	30	to	to	PART
easat-2033	260	31	strengthen	strengthen	VERB
easat-2033	260	32	disaster	disaster	NOUN
easat-2033	260	33	risk	risk	NOUN
easat-2033	260	34	communication	communication	NOUN
easat-2033	260	35	(	(	PUNCT
easat-2033	260	36	drc	drc	PROPN
easat-2033	260	37	)	)	PUNCT
easat-2033	260	38	in	in	ADP
easat-2033	260	39	pakistan	pakistan	PROPN
easat-2033	260	40	:	:	PUNCT
easat-2033	260	41	a	a	DET
easat-2033	260	42	conventional	conventional	ADJ
easat-2033	260	43	content	content	NOUN
easat-2033	260	44	analysis	analysis	NOUN
easat-2033	260	45	approach	approach	NOUN
easat-2033	260	46	,	,	PUNCT
easat-2033	260	47	”	"	PUNCT
easat-2033	260	48	heliyon	heliyon	NOUN
easat-2033	260	49	,	,	PUNCT
easat-2033	260	50	vol	vol	NOUN
easat-2033	260	51	.	.	PROPN
easat-2033	260	52	9	9	NUM
easat-2033	260	53	,	,	PUNCT
easat-2033	260	54	no	no	INTJ
easat-2033	260	55	.	.	NOUN
easat-2033	260	56	7	7	NUM
easat-2033	260	57	,	,	PUNCT
easat-2033	260	58	2023	2023	NUM
easat-2033	260	59	,	,	PUNCT
easat-2033	260	60	doi	doi	NOUN
easat-2033	260	61	:	:	PUNCT
easat-2033	260	62	10.1016	10.1016	NUM
easat-2033	260	63	/	/	SYM
easat-2033	260	64	j.heliyon.2023.e17928	j.heliyon.2023.e17928	NOUN
easat-2033	260	65	.	.	PUNCT
easat-2033	261	1	[	[	X
easat-2033	261	2	8	8	NUM
easat-2033	261	3	]	]	X
easat-2033	261	4	o.	o.	PROPN
easat-2033	261	5	iparraguirre	iparraguirre	PROPN
easat-2033	261	6	-	-	PUNCT
easat-2033	261	7	villanueva	villanueva	PROPN
easat-2033	261	8	et	et	PROPN
easat-2033	261	9	al	al	PROPN
easat-2033	261	10	.	.	PROPN
easat-2033	261	11	,	,	PUNCT
easat-2033	261	12	“	"	PUNCT
easat-2033	261	13	classification	classification	NOUN
easat-2033	261	14	of	of	ADP
easat-2033	261	15	tweets	tweet	NOUN
easat-2033	261	16	related	relate	VERB
easat-2033	261	17	to	to	ADP
easat-2033	261	18	natural	natural	ADJ
easat-2033	261	19	disasters	disaster	NOUN
easat-2033	261	20	using	use	VERB
easat-2033	261	21	machine	machine	NOUN
easat-2033	261	22	learning	learning	NOUN
easat-2033	261	23	algorithms	algorithm	NOUN
easat-2033	261	24	,	,	PUNCT
easat-2033	261	25	”	"	PUNCT
easat-2033	261	26	international	international	ADJ
easat-2033	261	27	journal	journal	NOUN
easat-2033	261	28	of	of	ADP
easat-2033	261	29	interactive	interactive	ADJ
easat-2033	261	30	mobile	mobile	ADJ
easat-2033	261	31	technologies	technology	NOUN
easat-2033	261	32	,	,	PUNCT
easat-2033	261	33	vol	vol	NOUN
easat-2033	261	34	.	.	PROPN
easat-2033	261	35	17	17	NUM
easat-2033	261	36	,	,	PUNCT
easat-2033	261	37	no	no	INTJ
easat-2033	261	38	.	.	NOUN
easat-2033	261	39	14	14	NUM
easat-2033	261	40	,	,	PUNCT
easat-2033	261	41	2023	2023	NUM
easat-2033	261	42	,	,	PUNCT
easat-2033	261	43	doi	doi	NOUN
easat-2033	261	44	:	:	PUNCT
easat-2033	261	45	10.3991	10.3991	NUM
easat-2033	261	46	/	/	SYM
easat-2033	261	47	ijim.v17i14.39907	ijim.v17i14.39907	NOUN
easat-2033	261	48	.	.	PUNCT
easat-2033	262	1	[	[	X
easat-2033	262	2	9	9	NUM
easat-2033	262	3	]	]	PUNCT
easat-2033	262	4	c.	c.	PROPN
easat-2033	262	5	s.	s.	PROPN
easat-2033	262	6	lakshmi	lakshmi	PROPN
easat-2033	262	7	,	,	PUNCT
easat-2033	262	8	s.	s.	PROPN
easat-2033	262	9	saxena	saxena	PROPN
easat-2033	262	10	,	,	PUNCT
easat-2033	262	11	and	and	CCONJ
easat-2033	262	12	b.	b.	PROPN
easat-2033	262	13	s.	s.	PROPN
easat-2033	262	14	kumar	kumar	PROPN
easat-2033	262	15	,	,	PUNCT
easat-2033	262	16	“	"	PUNCT
easat-2033	262	17	sentiment	sentiment	NOUN
easat-2033	262	18	analysis	analysis	NOUN
easat-2033	262	19	and	and	CCONJ
easat-2033	262	20	classification	classification	NOUN
easat-2033	262	21	of	of	ADP
easat-2033	262	22	covid-19	covid-19	PROPN
easat-2033	262	23	tweets	tweet	NOUN
easat-2033	262	24	using	use	VERB
easat-2033	262	25	machine	machine	NOUN
easat-2033	262	26	learning	learn	VERB
easat-2033	262	27	classifier	classifier	NOUN
easat-2033	262	28	,	,	PUNCT
easat-2033	262	29	”	"	PUNCT
easat-2033	262	30	journal	journal	NOUN
easat-2033	262	31	of	of	ADP
easat-2033	262	32	autonomous	autonomous	ADJ
easat-2033	262	33	intelligence	intelligence	NOUN
easat-2033	262	34	,	,	PUNCT
easat-2033	262	35	vol	vol	NOUN
easat-2033	262	36	.	.	PROPN
easat-2033	263	1	7	7	NUM
easat-2033	263	2	,	,	PUNCT
easat-2033	263	3	no	no	INTJ
easat-2033	263	4	.	.	NOUN
easat-2033	263	5	2	2	NUM
easat-2033	263	6	,	,	PUNCT
easat-2033	263	7	pp	pp	ADJ
easat-2033	263	8	.	.	PUNCT
easat-2033	264	1	1–13	1–13	NOUN
easat-2033	264	2	,	,	PUNCT
easat-2033	264	3	2024	2024	NUM
easat-2033	264	4	,	,	PUNCT
easat-2033	264	5	doi	doi	NOUN
easat-2033	264	6	:	:	PUNCT
easat-2033	264	7	10.32629	10.32629	NUM
easat-2033	264	8	/	/	SYM
easat-2033	264	9	jai.v7i2.801	jai.v7i2.801	PROPN
easat-2033	264	10	.	.	PUNCT
easat-2033	265	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-2033	265	2	183	183	NUM
easat-2033	265	3	edelweiss	edelweiss	PROPN
easat-2033	265	4	applied	apply	VERB
easat-2033	265	5	science	science	NOUN
easat-2033	265	6	and	and	CCONJ
easat-2033	265	7	technology	technology	NOUN
easat-2033	265	8	issn	issn	PROPN
easat-2033	265	9	:	:	PUNCT
easat-2033	265	10	2576	2576	NUM
easat-2033	265	11	-	-	SYM
easat-2033	265	12	8484	8484	NUM
easat-2033	265	13	vol	vol	NOUN
easat-2033	265	14	.	.	PROPN
easat-2033	265	15	8	8	NUM
easat-2033	265	16	,	,	PUNCT
easat-2033	265	17	no	no	INTJ
easat-2033	265	18	.	.	NOUN
easat-2033	266	1	6	6	NUM
easat-2033	266	2	:	:	SYM
easat-2033	266	3	169	169	NUM
easat-2033	266	4	-	-	SYM
easat-2033	266	5	183	183	NUM
easat-2033	266	6	,	,	PUNCT
easat-2033	266	7	2024	2024	NUM
easat-2033	266	8	doi	doi	NOUN
easat-2033	266	9	:	:	PUNCT
easat-2033	266	10	10.55214/25768484.v8i6.2033	10.55214/25768484.v8i6.2033	NUM
easat-2033	266	11	©	©	PROPN
easat-2033	266	12	2024	2024	NUM
easat-2033	266	13	by	by	ADP
easat-2033	266	14	the	the	DET
easat-2033	266	15	author	author	NOUN
easat-2033	266	16	;	;	PUNCT
easat-2033	266	17	licensee	licensee	PROPN
easat-2033	266	18	learning	learning	NOUN
easat-2033	266	19	gate	gate	NOUN
easat-2033	267	1	[	[	X
easat-2033	267	2	10	10	NUM
easat-2033	267	3	]	]	PUNCT
easat-2033	267	4	k.	k.	PROPN
easat-2033	267	5	shah	shah	PROPN
easat-2033	267	6	,	,	PUNCT
easat-2033	267	7	h.	h.	PROPN
easat-2033	267	8	patel	patel	PROPN
easat-2033	267	9	,	,	PUNCT
easat-2033	267	10	d.	d.	PROPN
easat-2033	267	11	sanghvi	sanghvi	PROPN
easat-2033	267	12	,	,	PUNCT
easat-2033	267	13	and	and	CCONJ
easat-2033	267	14	m.	m.	NOUN
easat-2033	267	15	shah	shah	NOUN
easat-2033	267	16	,	,	PUNCT
easat-2033	267	17	“	"	PUNCT
easat-2033	267	18	a	a	DET
easat-2033	267	19	comparative	comparative	ADJ
easat-2033	267	20	analysis	analysis	NOUN
easat-2033	267	21	of	of	ADP
easat-2033	267	22	logistic	logistic	ADJ
easat-2033	267	23	regression	regression	NOUN
easat-2033	267	24	,	,	PUNCT
easat-2033	267	25	random	random	ADJ
easat-2033	267	26	forest	forest	NOUN
easat-2033	267	27	and	and	CCONJ
easat-2033	267	28	knn	knn	PROPN
easat-2033	267	29	models	model	NOUN
easat-2033	267	30	for	for	ADP
easat-2033	267	31	the	the	DET
easat-2033	267	32	text	text	NOUN
easat-2033	267	33	classification	classification	NOUN
easat-2033	267	34	,	,	PUNCT
easat-2033	267	35	”	"	PUNCT
easat-2033	267	36	augmented	augment	VERB
easat-2033	267	37	human	human	ADJ
easat-2033	267	38	research	research	NOUN
easat-2033	267	39	,	,	PUNCT
easat-2033	267	40	vol	vol	NOUN
easat-2033	267	41	.	.	PROPN
easat-2033	268	1	5	5	NUM
easat-2033	268	2	,	,	PUNCT
easat-2033	268	3	no	no	INTJ
easat-2033	268	4	.	.	NOUN
easat-2033	268	5	1	1	NUM
easat-2033	268	6	,	,	PUNCT
easat-2033	268	7	2020	2020	NUM
easat-2033	268	8	,	,	PUNCT
easat-2033	268	9	doi	doi	NOUN
easat-2033	268	10	:	:	PUNCT
easat-2033	268	11	10.1007	10.1007	NUM
easat-2033	268	12	/	/	SYM
easat-2033	268	13	s41133	s41133	PROPN
easat-2033	268	14	-	-	PUNCT
easat-2033	268	15	02000032	02000032	NUM
easat-2033	268	16	-	-	SYM
easat-2033	268	17	0	0	NUM
easat-2033	268	18	.	.	PUNCT
easat-2033	269	1	[	[	X
easat-2033	269	2	11	11	NUM
easat-2033	269	3	]	]	PUNCT
easat-2033	269	4	m.	m.	NOUN
easat-2033	269	5	masum	masum	NOUN
easat-2033	269	6	and	and	CCONJ
easat-2033	269	7	m.	m.	PROPN
easat-2033	269	8	ali	ali	PROPN
easat-2033	269	9	akbar	akbar	PROPN
easat-2033	269	10	,	,	PUNCT
easat-2033	269	11	“	"	PUNCT
easat-2033	269	12	the	the	DET
easat-2033	269	13	pacific	pacific	PROPN
easat-2033	269	14	ring	ring	NOUN
easat-2033	269	15	of	of	ADP
easat-2033	269	16	fire	fire	NOUN
easat-2033	269	17	is	be	AUX
easat-2033	269	18	working	work	VERB
easat-2033	269	19	as	as	ADP
easat-2033	269	20	a	a	DET
easat-2033	269	21	home	home	NOUN
easat-2033	269	22	country	country	NOUN
easat-2033	269	23	of	of	ADP
easat-2033	269	24	geothermal	geothermal	ADJ
easat-2033	269	25	resources	resource	NOUN
easat-2033	269	26	in	in	ADP
easat-2033	269	27	the	the	DET
easat-2033	269	28	world	world	NOUN
easat-2033	269	29	,	,	PUNCT
easat-2033	269	30	”	"	PUNCT
easat-2033	269	31	in	in	ADP
easat-2033	269	32	iop	iop	PROPN
easat-2033	269	33	conference	conference	NOUN
easat-2033	269	34	series	series	NOUN
easat-2033	269	35	:	:	PUNCT
easat-2033	269	36	earth	earth	NOUN
easat-2033	269	37	and	and	CCONJ
easat-2033	269	38	environmental	environmental	ADJ
easat-2033	269	39	science	science	NOUN
easat-2033	269	40	,	,	PUNCT
easat-2033	269	41	2019	2019	NUM
easat-2033	269	42	.	.	PUNCT
easat-2033	270	1	doi	doi	NOUN
easat-2033	270	2	:	:	PUNCT
easat-2033	270	3	10.1088/1755	10.1088/1755	NUM
easat-2033	270	4	-	-	SYM
easat-2033	270	5	1315/249/1/012020	1315/249/1/012020	NUM
easat-2033	270	6	.	.	PUNCT
easat-2033	271	1	[	[	X
easat-2033	271	2	12	12	NUM
easat-2033	271	3	]	]	PUNCT
easat-2033	271	4	l.	l.	PROPN
easat-2033	271	5	li	li	PROPN
easat-2033	271	6	,	,	PUNCT
easat-2033	271	7	j.	j.	PROPN
easat-2033	271	8	geissinger	geissinger	PROPN
easat-2033	271	9	,	,	PUNCT
easat-2033	271	10	w.	w.	PROPN
easat-2033	271	11	a.	a.	PROPN
easat-2033	271	12	ingram	ingram	PROPN
easat-2033	271	13	,	,	PUNCT
easat-2033	271	14	and	and	CCONJ
easat-2033	271	15	e.	e.	PROPN
easat-2033	271	16	a.	a.	PROPN
easat-2033	271	17	fox	fox	PROPN
easat-2033	271	18	,	,	PUNCT
easat-2033	271	19	“	"	PUNCT
easat-2033	271	20	teaching	teach	VERB
easat-2033	271	21	natural	natural	ADJ
easat-2033	271	22	language	language	NOUN
easat-2033	271	23	processing	processing	NOUN
easat-2033	271	24	through	through	ADP
easat-2033	271	25	big	big	ADJ
easat-2033	271	26	data	datum	NOUN
easat-2033	271	27	text	text	NOUN
easat-2033	271	28	summarization	summarization	NOUN
easat-2033	271	29	with	with	ADP
easat-2033	271	30	problem	problem	NOUN
easat-2033	271	31	-	-	PUNCT
easat-2033	271	32	based	base	VERB
easat-2033	271	33	learning	learning	NOUN
easat-2033	271	34	,	,	PUNCT
easat-2033	271	35	”	"	PUNCT
easat-2033	271	36	data	datum	NOUN
easat-2033	271	37	inf	inf	PROPN
easat-2033	271	38	manag	manag	NOUN
easat-2033	271	39	,	,	PUNCT
easat-2033	271	40	vol	vol	NOUN
easat-2033	271	41	.	.	PROPN
easat-2033	271	42	4	4	NUM
easat-2033	271	43	,	,	PUNCT
easat-2033	271	44	no	no	INTJ
easat-2033	271	45	.	.	NOUN
easat-2033	271	46	1	1	NUM
easat-2033	271	47	,	,	PUNCT
easat-2033	271	48	2020	2020	NUM
easat-2033	271	49	,	,	PUNCT
easat-2033	271	50	doi	doi	NOUN
easat-2033	271	51	:	:	PUNCT
easat-2033	271	52	10.2478	10.2478	NUM
easat-2033	271	53	/	/	SYM
easat-2033	271	54	dim-2020	dim-2020	NOUN
easat-2033	271	55	-	-	PUNCT
easat-2033	271	56	0003	0003	NUM
easat-2033	271	57	.	.	PUNCT
easat-2033	272	1	[	[	X
easat-2033	272	2	13	13	NUM
easat-2033	272	3	]	]	X
easat-2033	272	4	f.	f.	PROPN
easat-2033	272	5	ali	ali	PROPN
easat-2033	272	6	et	et	PROPN
easat-2033	272	7	al	al	PROPN
easat-2033	272	8	.	.	PROPN
easat-2033	272	9	,	,	PUNCT
easat-2033	272	10	“	"	PUNCT
easat-2033	272	11	transportation	transportation	NOUN
easat-2033	272	12	sentiment	sentiment	NOUN
easat-2033	272	13	analysis	analysis	NOUN
easat-2033	272	14	using	use	VERB
easat-2033	272	15	word	word	NOUN
easat-2033	272	16	embedding	embed	VERB
easat-2033	272	17	and	and	CCONJ
easat-2033	272	18	ontology	ontology	NOUN
easat-2033	272	19	-	-	PUNCT
easat-2033	272	20	based	base	VERB
easat-2033	272	21	topic	topic	NOUN
easat-2033	272	22	modeling	modeling	NOUN
easat-2033	272	23	,	,	PUNCT
easat-2033	272	24	”	"	PUNCT
easat-2033	272	25	knowl	knowl	PROPN
easat-2033	272	26	based	base	VERB
easat-2033	272	27	syst	syst	NOUN
easat-2033	272	28	,	,	PUNCT
easat-2033	272	29	vol	vol	NOUN
easat-2033	272	30	.	.	PROPN
easat-2033	272	31	174	174	NUM
easat-2033	272	32	,	,	PUNCT
easat-2033	272	33	2019	2019	NUM
easat-2033	272	34	,	,	PUNCT
easat-2033	272	35	doi	doi	NOUN
easat-2033	272	36	:	:	PUNCT
easat-2033	272	37	10.1016	10.1016	NUM
easat-2033	272	38	/	/	SYM
easat-2033	272	39	j.knosys.2019.02.033	j.knosys.2019.02.033	PROPN
easat-2033	272	40	.	.	PUNCT
easat-2033	273	1	[	[	X
easat-2033	273	2	14	14	NUM
easat-2033	273	3	]	]	X
easat-2033	273	4	j.	j.	PROPN
easat-2033	273	5	t.	t.	PROPN
easat-2033	273	6	hancock	hancock	PROPN
easat-2033	273	7	and	and	CCONJ
easat-2033	273	8	t.	t.	PROPN
easat-2033	273	9	m.	m.	PROPN
easat-2033	273	10	khoshgoftaar	khoshgoftaar	PROPN
easat-2033	273	11	,	,	PUNCT
easat-2033	273	12	“	"	PUNCT
easat-2033	273	13	survey	survey	NOUN
easat-2033	273	14	on	on	ADP
easat-2033	273	15	categorical	categorical	ADJ
easat-2033	273	16	data	datum	NOUN
easat-2033	273	17	for	for	ADP
easat-2033	273	18	neural	neural	ADJ
easat-2033	273	19	networks	network	NOUN
easat-2033	273	20	,	,	PUNCT
easat-2033	273	21	”	"	PUNCT
easat-2033	273	22	j	j	PROPN
easat-2033	273	23	big	big	PROPN
easat-2033	273	24	data	data	PROPN
easat-2033	273	25	,	,	PUNCT
easat-2033	273	26	vol	vol	NOUN
easat-2033	273	27	.	.	PROPN
easat-2033	273	28	7	7	NUM
easat-2033	273	29	,	,	PUNCT
easat-2033	273	30	no	no	INTJ
easat-2033	273	31	.	.	NOUN
easat-2033	273	32	1	1	NUM
easat-2033	273	33	,	,	PUNCT
easat-2033	273	34	2020	2020	NUM
easat-2033	273	35	,	,	PUNCT
easat-2033	273	36	doi	doi	NOUN
easat-2033	273	37	:	:	PUNCT
easat-2033	273	38	10.1186	10.1186	NUM
easat-2033	273	39	/	/	SYM
easat-2033	273	40	s40537	s40537	NOUN
easat-2033	273	41	-	-	PUNCT
easat-2033	273	42	020	020	NUM
easat-2033	273	43	-	-	PUNCT
easat-2033	273	44	00305	00305	NUM
easat-2033	273	45	-	-	PUNCT
easat-2033	273	46	w.	w.	NOUN
easat-2033	274	1	[	[	X
easat-2033	274	2	15	15	NUM
easat-2033	274	3	]	]	X
easat-2033	274	4	z.	z.	PROPN
easat-2033	274	5	labd	labd	PROPN
easat-2033	274	6	,	,	PUNCT
easat-2033	274	7	s.	s.	PROPN
easat-2033	274	8	bahassine	bahassine	PROPN
easat-2033	274	9	,	,	PUNCT
easat-2033	274	10	k.	k.	PROPN
easat-2033	274	11	housni	housni	PROPN
easat-2033	274	12	,	,	PUNCT
easat-2033	274	13	f.	f.	PROPN
easat-2033	274	14	z.	z.	PROPN
easat-2033	274	15	a.	a.	PROPN
easat-2033	274	16	hamou	hamou	PROPN
easat-2033	274	17	aadi	aadi	NOUN
easat-2033	274	18	,	,	PUNCT
easat-2033	274	19	and	and	CCONJ
easat-2033	274	20	k.	k.	PROPN
easat-2033	274	21	benabbes	benabbe	NOUN
easat-2033	274	22	,	,	PUNCT
easat-2033	274	23	“	"	PUNCT
easat-2033	274	24	text	text	NOUN
easat-2033	274	25	classification	classification	NOUN
easat-2033	274	26	supervised	supervise	VERB
easat-2033	274	27	algorithms	algorithm	NOUN
easat-2033	274	28	with	with	ADP
easat-2033	274	29	term	term	NOUN
easat-2033	274	30	frequency	frequency	NOUN
easat-2033	274	31	inverse	inverse	NOUN
easat-2033	274	32	document	document	NOUN
easat-2033	274	33	frequency	frequency	NOUN
easat-2033	274	34	and	and	CCONJ
easat-2033	274	35	global	global	ADJ
easat-2033	274	36	vectors	vector	NOUN
easat-2033	274	37	for	for	ADP
easat-2033	274	38	word	word	NOUN
easat-2033	274	39	representation	representation	NOUN
easat-2033	274	40	:	:	PUNCT
easat-2033	274	41	a	a	DET
easat-2033	274	42	comparative	comparative	ADJ
easat-2033	274	43	study	study	NOUN
easat-2033	274	44	,	,	PUNCT
easat-2033	274	45	”	"	PUNCT
easat-2033	274	46	international	international	ADJ
easat-2033	274	47	journal	journal	NOUN
easat-2033	274	48	of	of	ADP
easat-2033	274	49	electrical	electrical	ADJ
easat-2033	274	50	and	and	CCONJ
easat-2033	274	51	computer	computer	NOUN
easat-2033	274	52	engineering	engineering	NOUN
easat-2033	274	53	(	(	PUNCT
easat-2033	274	54	ijece	ijece	PROPN
easat-2033	274	55	)	)	PUNCT
easat-2033	274	56	,	,	PUNCT
easat-2033	274	57	vol	vol	NOUN
easat-2033	274	58	.	.	PROPN
easat-2033	275	1	14	14	NUM
easat-2033	275	2	,	,	PUNCT
easat-2033	275	3	no	no	INTJ
easat-2033	275	4	.	.	NOUN
easat-2033	275	5	1	1	NUM
easat-2033	275	6	,	,	PUNCT
easat-2033	275	7	p.	p.	NOUN
easat-2033	275	8	589	589	NUM
easat-2033	275	9	,	,	PUNCT
easat-2033	275	10	feb	feb	PROPN
easat-2033	275	11	.	.	PROPN
easat-2033	275	12	2024	2024	NUM
easat-2033	275	13	,	,	PUNCT
easat-2033	275	14	doi	doi	NOUN
easat-2033	275	15	:	:	PUNCT
easat-2033	275	16	10.11591	10.11591	NUM
easat-2033	275	17	/	/	SYM
easat-2033	275	18	ijece.v14i1.pp589	ijece.v14i1.pp589	NUM
easat-2033	275	19	-	-	SYM
easat-2033	275	20	599	599	NUM
easat-2033	275	21	.	.	PUNCT
easat-2033	276	1	[	[	X
easat-2033	276	2	16	16	NUM
easat-2033	276	3	]	]	PUNCT
easat-2033	276	4	x.	x.	PROPN
easat-2033	276	5	tan	tan	PROPN
easat-2033	276	6	,	,	PUNCT
easat-2033	276	7	y.	y.	PROPN
easat-2033	276	8	wang	wang	PROPN
easat-2033	276	9	,	,	PUNCT
easat-2033	276	10	c.	c.	PROPN
easat-2033	276	11	liu	liu	PROPN
easat-2033	276	12	,	,	PUNCT
easat-2033	276	13	x.	x.	NOUN
easat-2033	276	14	yuan	yuan	PROPN
easat-2033	276	15	,	,	PUNCT
easat-2033	276	16	and	and	CCONJ
easat-2033	276	17	k.	k.	PROPN
easat-2033	276	18	wang	wang	PROPN
easat-2033	276	19	,	,	PUNCT
easat-2033	276	20	“	"	PUNCT
easat-2033	276	21	unlocking	unlock	VERB
easat-2033	276	22	operational	operational	ADJ
easat-2033	276	23	excellence	excellence	NOUN
easat-2033	276	24	:	:	PUNCT
easat-2033	276	25	a	a	DET
easat-2033	276	26	deep	deep	ADJ
easat-2033	276	27	dive	dive	NOUN
easat-2033	276	28	into	into	ADP
easat-2033	276	29	a	a	DET
easat-2033	276	30	communication	communication	NOUN
easat-2033	276	31	-	-	PUNCT
easat-2033	276	32	driven	drive	VERB
easat-2033	276	33	multi	multi	ADJ
easat-2033	276	34	-	-	ADJ
easat-2033	276	35	strategy	strategy	ADJ
easat-2033	276	36	state	state	NOUN
easat-2033	276	37	transition	transition	NOUN
easat-2033	276	38	algorithm	algorithm	NOUN
easat-2033	276	39	for	for	ADP
easat-2033	276	40	industrial	industrial	ADJ
easat-2033	276	41	process	process	NOUN
easat-2033	276	42	optimization	optimization	NOUN
easat-2033	276	43	,	,	PUNCT
easat-2033	276	44	”	"	PUNCT
easat-2033	276	45	chemometrics	chemometric	NOUN
easat-2033	276	46	and	and	CCONJ
easat-2033	276	47	intelligent	intelligent	ADJ
easat-2033	276	48	laboratory	laboratory	NOUN
easat-2033	276	49	systems	system	NOUN
easat-2033	276	50	,	,	PUNCT
easat-2033	276	51	vol	vol	NOUN
easat-2033	276	52	.	.	PROPN
easat-2033	276	53	240	240	NUM
easat-2033	276	54	,	,	PUNCT
easat-2033	276	55	2023	2023	NUM
easat-2033	276	56	,	,	PUNCT
easat-2033	276	57	doi	doi	NOUN
easat-2033	276	58	:	:	PUNCT
easat-2033	276	59	10.1016	10.1016	NUM
easat-2033	276	60	/	/	SYM
easat-2033	276	61	j.chemolab.2023.104934	j.chemolab.2023.104934	NOUN
easat-2033	276	62	.	.	PUNCT
easat-2033	277	1	[	[	X
easat-2033	277	2	17	17	NUM
easat-2033	277	3	]	]	PUNCT
easat-2033	277	4	s.	s.	PROPN
easat-2033	277	5	a.	a.	PROPN
easat-2033	277	6	p.	p.	PROPN
easat-2033	277	7	raj	raj	PROPN
easat-2033	277	8	and	and	CCONJ
easat-2033	277	9	vidyaathulasiraman	vidyaathulasiraman	NOUN
easat-2033	277	10	,	,	PUNCT
easat-2033	277	11	“	"	PUNCT
easat-2033	277	12	determining	determine	VERB
easat-2033	277	13	optimal	optimal	ADJ
easat-2033	277	14	number	number	NOUN
easat-2033	277	15	of	of	ADP
easat-2033	277	16	k	k	PROPN
easat-2033	277	17	for	for	ADP
easat-2033	277	18	e	e	NOUN
easat-2033	277	19	-	-	ADJ
easat-2033	277	20	learning	learn	VERB
easat-2033	277	21	groups	group	NOUN
easat-2033	277	22	clustered	cluster	VERB
easat-2033	277	23	using	use	VERB
easat-2033	277	24	kmedoid	kmedoid	PROPN
easat-2033	277	25	,	,	PUNCT
easat-2033	277	26	”	"	PUNCT
easat-2033	277	27	international	international	ADJ
easat-2033	277	28	journal	journal	NOUN
easat-2033	277	29	of	of	ADP
easat-2033	277	30	advanced	advanced	ADJ
easat-2033	277	31	computer	computer	NOUN
easat-2033	277	32	science	science	NOUN
easat-2033	277	33	and	and	CCONJ
easat-2033	277	34	applications	application	NOUN
easat-2033	277	35	,	,	PUNCT
easat-2033	277	36	vol	vol	NOUN
easat-2033	277	37	.	.	PROPN
easat-2033	277	38	12	12	NUM
easat-2033	277	39	,	,	PUNCT
easat-2033	277	40	no	no	INTJ
easat-2033	277	41	.	.	NOUN
easat-2033	277	42	6	6	NUM
easat-2033	277	43	,	,	PUNCT
easat-2033	277	44	pp	pp	ADJ
easat-2033	277	45	.	.	PUNCT
easat-2033	278	1	400–407	400–407	NUM
easat-2033	278	2	,	,	PUNCT
easat-2033	278	3	2021	2021	NUM
easat-2033	278	4	,	,	PUNCT
easat-2033	278	5	doi	doi	NOUN
easat-2033	278	6	:	:	PUNCT
easat-2033	278	7	10.14569	10.14569	NUM
easat-2033	278	8	/	/	SYM
easat-2033	278	9	ijacsa.2021.0120644	ijacsa.2021.0120644	PROPN
easat-2033	278	10	.	.	PUNCT
easat-2033	279	1	[	[	X
easat-2033	279	2	18	18	NUM
easat-2033	279	3	]	]	PUNCT
easat-2033	279	4	t.	t.	PROPN
easat-2033	279	5	shaik	shaik	PROPN
easat-2033	279	6	,	,	PUNCT
easat-2033	279	7	x.	x.	PROPN
easat-2033	279	8	tao	tao	PROPN
easat-2033	279	9	,	,	PUNCT
easat-2033	279	10	c.	c.	PROPN
easat-2033	279	11	dann	dann	PROPN
easat-2033	279	12	,	,	PUNCT
easat-2033	279	13	h.	h.	PROPN
easat-2033	279	14	xie	xie	PROPN
easat-2033	279	15	,	,	PUNCT
easat-2033	279	16	y.	y.	PROPN
easat-2033	279	17	li	li	PROPN
easat-2033	279	18	,	,	PUNCT
easat-2033	279	19	and	and	CCONJ
easat-2033	279	20	l.	l.	PROPN
easat-2033	279	21	galligan	galligan	PROPN
easat-2033	279	22	,	,	PUNCT
easat-2033	279	23	“	"	PUNCT
easat-2033	279	24	sentiment	sentiment	NOUN
easat-2033	279	25	analysis	analysis	NOUN
easat-2033	279	26	and	and	CCONJ
easat-2033	279	27	opinion	opinion	NOUN
easat-2033	279	28	mining	mining	NOUN
easat-2033	279	29	on	on	ADP
easat-2033	279	30	educational	educational	ADJ
easat-2033	279	31	data	datum	NOUN
easat-2033	279	32	:	:	PUNCT
easat-2033	279	33	a	a	DET
easat-2033	279	34	survey	survey	NOUN
easat-2033	279	35	,	,	PUNCT
easat-2033	279	36	”	"	PUNCT
easat-2033	279	37	natural	natural	ADJ
easat-2033	279	38	language	language	NOUN
easat-2033	279	39	processing	processing	NOUN
easat-2033	279	40	journal	journal	NOUN
easat-2033	279	41	,	,	PUNCT
easat-2033	279	42	vol	vol	NOUN
easat-2033	279	43	.	.	PROPN
easat-2033	279	44	2	2	NUM
easat-2033	279	45	,	,	PUNCT
easat-2033	279	46	2023	2023	NUM
easat-2033	279	47	,	,	PUNCT
easat-2033	279	48	doi	doi	NOUN
easat-2033	279	49	:	:	PUNCT
easat-2033	279	50	10.1016	10.1016	NUM
easat-2033	279	51	/	/	SYM
easat-2033	279	52	j.nlp.2022.100003	j.nlp.2022.100003	NOUN
easat-2033	279	53	.	.	PUNCT
easat-2033	280	1	[	[	X
easat-2033	280	2	19	19	NUM
easat-2033	280	3	]	]	PUNCT
easat-2033	280	4	p.	p.	PROPN
easat-2033	280	5	william	william	PROPN
easat-2033	280	6	,	,	PUNCT
easat-2033	280	7	a.	a.	NOUN
easat-2033	280	8	shrivastava	shrivastava	PROPN
easat-2033	280	9	,	,	PUNCT
easat-2033	280	10	p.	p.	PROPN
easat-2033	280	11	s.	s.	PROPN
easat-2033	280	12	chauhan	chauhan	PROPN
easat-2033	280	13	,	,	PUNCT
easat-2033	280	14	m.	m.	PROPN
easat-2033	280	15	raja	raja	PROPN
easat-2033	280	16	,	,	PUNCT
easat-2033	280	17	s.	s.	PROPN
easat-2033	280	18	b.	b.	PROPN
easat-2033	280	19	ojha	ojha	PROPN
easat-2033	280	20	,	,	PUNCT
easat-2033	280	21	and	and	CCONJ
easat-2033	280	22	k.	k.	PROPN
easat-2033	280	23	kumar	kumar	PROPN
easat-2033	280	24	,	,	PUNCT
easat-2033	280	25	“	"	PUNCT
easat-2033	280	26	natural	natural	ADJ
easat-2033	280	27	language	language	NOUN
easat-2033	280	28	processing	processing	NOUN
easat-2033	280	29	implementation	implementation	NOUN
easat-2033	280	30	for	for	ADP
easat-2033	280	31	sentiment	sentiment	NOUN
easat-2033	280	32	analysis	analysis	NOUN
easat-2033	280	33	on	on	ADP
easat-2033	280	34	tweets	tweet	NOUN
easat-2033	280	35	,	,	PUNCT
easat-2033	280	36	”	"	PUNCT
easat-2033	280	37	in	in	ADP
easat-2033	280	38	lecture	lecture	NOUN
easat-2033	280	39	notes	note	NOUN
easat-2033	280	40	in	in	ADP
easat-2033	280	41	networks	network	NOUN
easat-2033	280	42	and	and	CCONJ
easat-2033	280	43	systems	system	NOUN
easat-2033	280	44	,	,	PUNCT
easat-2033	280	45	2023	2023	NUM
easat-2033	280	46	.	.	PUNCT
easat-2033	281	1	doi	doi	NOUN
easat-2033	281	2	:	:	PUNCT
easat-2033	281	3	10.1007/978981	10.1007/978981	NUM
easat-2033	281	4	-	-	SYM
easat-2033	281	5	19	19	NUM
easat-2033	281	6	-	-	PUNCT
easat-2033	281	7	7982	7982	NUM
easat-2033	281	8	-	-	SYM
easat-2033	281	9	8_26	8_26	NUM
easat-2033	281	10	.	.	PUNCT
easat-2033	282	1	[	[	X
easat-2033	282	2	20	20	NUM
easat-2033	282	3	]	]	PUNCT
easat-2033	282	4	m.	m.	NOUN
easat-2033	282	5	arunadevi	arunadevi	PROPN
easat-2033	282	6	,	,	PUNCT
easat-2033	282	7	m.	m.	NOUN
easat-2033	282	8	rani	rani	PROPN
easat-2033	282	9	,	,	PUNCT
easat-2033	282	10	r.	r.	PROPN
easat-2033	282	11	sibinraj	sibinraj	PROPN
easat-2033	282	12	,	,	PUNCT
easat-2033	282	13	m.	m.	PROPN
easat-2033	282	14	k.	k.	PROPN
easat-2033	282	15	chandru	chandru	PROPN
easat-2033	282	16	,	,	PUNCT
easat-2033	282	17	and	and	CCONJ
easat-2033	282	18	c.	c.	PROPN
easat-2033	282	19	durga	durga	PROPN
easat-2033	282	20	prasad	prasad	PROPN
easat-2033	282	21	,	,	PUNCT
easat-2033	282	22	“	"	PUNCT
easat-2033	282	23	comparison	comparison	NOUN
easat-2033	282	24	of	of	ADP
easat-2033	282	25	k	k	X
easat-2033	282	26	-	-	PUNCT
easat-2033	282	27	nearest	near	ADJ
easat-2033	282	28	neighbor	neighbor	NOUN
easat-2033	282	29	&	&	CCONJ
easat-2033	282	30	artificial	artificial	ADJ
easat-2033	282	31	neural	neural	ADJ
easat-2033	282	32	network	network	NOUN
easat-2033	282	33	prediction	prediction	NOUN
easat-2033	282	34	in	in	ADP
easat-2033	282	35	the	the	DET
easat-2033	282	36	mechanical	mechanical	ADJ
easat-2033	282	37	properties	property	NOUN
easat-2033	282	38	of	of	ADP
easat-2033	282	39	aluminum	aluminum	NOUN
easat-2033	282	40	alloys	alloy	NOUN
easat-2033	282	41	,	,	PUNCT
easat-2033	282	42	”	"	PUNCT
easat-2033	282	43	mater	mater	NOUN
easat-2033	282	44	today	today	NOUN
easat-2033	282	45	proc	proc	NOUN
easat-2033	282	46	,	,	PUNCT
easat-2033	282	47	2023	2023	NUM
easat-2033	282	48	,	,	PUNCT
easat-2033	282	49	doi	doi	NOUN
easat-2033	282	50	:	:	PUNCT
easat-2033	282	51	10.1016	10.1016	NUM
easat-2033	282	52	/	/	SYM
easat-2033	282	53	j.matpr.2023.09.111	j.matpr.2023.09.111	PROPN
easat-2033	282	54	.	.	PUNCT
easat-2033	283	1	[	[	X
easat-2033	283	2	21	21	NUM
easat-2033	283	3	]	]	PUNCT
easat-2033	283	4	m.	m.	NOUN
easat-2033	283	5	a.	a.	PROPN
easat-2033	283	6	araaf	araaf	PROPN
easat-2033	283	7	,	,	PUNCT
easat-2033	283	8	k.	k.	PROPN
easat-2033	283	9	nugroho	nugroho	PROPN
easat-2033	283	10	,	,	PUNCT
easat-2033	283	11	and	and	CCONJ
easat-2033	283	12	d.	d.	PROPN
easat-2033	283	13	r.	r.	PROPN
easat-2033	283	14	i.	i.	PROPN
easat-2033	283	15	m.	m.	PROPN
easat-2033	283	16	setiadi	setiadi	PROPN
easat-2033	283	17	,	,	PUNCT
easat-2033	283	18	“	"	PUNCT
easat-2033	283	19	comprehensive	comprehensive	ADJ
easat-2033	283	20	analysis	analysis	NOUN
easat-2033	283	21	and	and	CCONJ
easat-2033	283	22	classification	classification	NOUN
easat-2033	283	23	of	of	ADP
easat-2033	283	24	skin	skin	NOUN
easat-2033	283	25	diseases	disease	NOUN
easat-2033	283	26	based	base	VERB
easat-2033	283	27	on	on	ADP
easat-2033	283	28	image	image	NOUN
easat-2033	283	29	texture	texture	NOUN
easat-2033	283	30	features	feature	NOUN
easat-2033	283	31	using	use	VERB
easat-2033	283	32	k	k	ADJ
easat-2033	283	33	-	-	PUNCT
easat-2033	283	34	nearest	near	ADJ
easat-2033	283	35	neighbors	neighbor	NOUN
easat-2033	283	36	algorithm	algorithm	NOUN
easat-2033	283	37	,	,	PUNCT
easat-2033	283	38	”	"	PUNCT
easat-2033	283	39	journal	journal	NOUN
easat-2033	283	40	of	of	ADP
easat-2033	283	41	computing	computing	NOUN
easat-2033	283	42	theories	theory	NOUN
easat-2033	283	43	and	and	CCONJ
easat-2033	283	44	applications	application	NOUN
easat-2033	283	45	,	,	PUNCT
easat-2033	283	46	vol	vol	NOUN
easat-2033	283	47	.	.	PROPN
easat-2033	283	48	1	1	NUM
easat-2033	283	49	,	,	PUNCT
easat-2033	283	50	no	no	INTJ
easat-2033	283	51	.	.	NOUN
easat-2033	283	52	1	1	NUM
easat-2033	283	53	,	,	PUNCT
easat-2033	283	54	2023	2023	NUM
easat-2033	283	55	,	,	PUNCT
easat-2033	283	56	doi	doi	NOUN
easat-2033	283	57	:	:	PUNCT
easat-2033	283	58	10.33633	10.33633	NUM
easat-2033	283	59	/	/	SYM
easat-2033	283	60	jcta.v1i1.9185	jcta.v1i1.9185	X
easat-2033	283	61	.	.	PUNCT
easat-2033	284	1	[	[	X
easat-2033	284	2	22	22	NUM
easat-2033	284	3	]	]	PUNCT
easat-2033	284	4	s.	s.	PROPN
easat-2033	284	5	gonzález	gonzález	PROPN
easat-2033	284	6	,	,	PUNCT
easat-2033	284	7	s.	s.	PROPN
easat-2033	284	8	garcía	garcía	PROPN
easat-2033	284	9	,	,	PUNCT
easat-2033	284	10	j.	j.	PROPN
easat-2033	284	11	del	del	PROPN
easat-2033	284	12	ser	ser	PROPN
easat-2033	284	13	,	,	PUNCT
easat-2033	284	14	l.	l.	PROPN
easat-2033	284	15	rokach	rokach	PROPN
easat-2033	284	16	,	,	PUNCT
easat-2033	284	17	and	and	CCONJ
easat-2033	284	18	f.	f.	PROPN
easat-2033	284	19	herrera	herrera	PROPN
easat-2033	284	20	,	,	PUNCT
easat-2033	284	21	“	"	PUNCT
easat-2033	284	22	a	a	DET
easat-2033	284	23	practical	practical	ADJ
easat-2033	284	24	tutorial	tutorial	NOUN
easat-2033	284	25	on	on	ADP
easat-2033	284	26	bagging	bagging	NOUN
easat-2033	284	27	and	and	CCONJ
easat-2033	284	28	boosting	boost	VERB
easat-2033	284	29	based	base	VERB
easat-2033	284	30	ensembles	ensemble	NOUN
easat-2033	284	31	for	for	ADP
easat-2033	284	32	machine	machine	NOUN
easat-2033	284	33	learning	learning	NOUN
easat-2033	284	34	:	:	PUNCT
easat-2033	284	35	algorithms	algorithm	NOUN
easat-2033	284	36	,	,	PUNCT
easat-2033	284	37	software	software	NOUN
easat-2033	284	38	tools	tool	NOUN
easat-2033	284	39	,	,	PUNCT
easat-2033	284	40	performance	performance	NOUN
easat-2033	284	41	study	study	NOUN
easat-2033	284	42	,	,	PUNCT
easat-2033	284	43	practical	practical	ADJ
easat-2033	284	44	perspectives	perspective	NOUN
easat-2033	284	45	and	and	CCONJ
easat-2033	284	46	opportunities	opportunity	NOUN
easat-2033	284	47	,	,	PUNCT
easat-2033	284	48	”	"	PUNCT
easat-2033	284	49	information	information	NOUN
easat-2033	284	50	fusion	fusion	NOUN
easat-2033	284	51	,	,	PUNCT
easat-2033	284	52	vol	vol	NOUN
easat-2033	284	53	.	.	PROPN
easat-2033	284	54	64	64	NUM
easat-2033	284	55	,	,	PUNCT
easat-2033	284	56	2020	2020	NUM
easat-2033	284	57	,	,	PUNCT
easat-2033	284	58	doi	doi	NOUN
easat-2033	284	59	:	:	PUNCT
easat-2033	284	60	10.1016	10.1016	NUM
easat-2033	284	61	/	/	SYM
easat-2033	284	62	j.inffus.2020.07.007	j.inffus.2020.07.007	VERB
easat-2033	284	63	.	.	PUNCT
easat-2033	285	1	[	[	X
easat-2033	285	2	23	23	NUM
easat-2033	285	3	]	]	PUNCT
easat-2033	285	4	z.	z.	PROPN
easat-2033	285	5	sun	sun	PROPN
easat-2033	285	6	,	,	PUNCT
easat-2033	285	7	g.	g.	PROPN
easat-2033	285	8	wang	wang	PROPN
easat-2033	285	9	,	,	PUNCT
easat-2033	285	10	p.	p.	PROPN
easat-2033	285	11	li	li	PROPN
easat-2033	285	12	,	,	PUNCT
easat-2033	285	13	h.	h.	PROPN
easat-2033	285	14	wang	wang	PROPN
easat-2033	285	15	,	,	PUNCT
easat-2033	285	16	m.	m.	PROPN
easat-2033	285	17	zhang	zhang	PROPN
easat-2033	285	18	,	,	PUNCT
easat-2033	285	19	and	and	CCONJ
easat-2033	285	20	x.	x.	NOUN
easat-2033	285	21	liang	liang	PROPN
easat-2033	285	22	,	,	PUNCT
easat-2033	285	23	“	"	PUNCT
easat-2033	285	24	an	an	DET
easat-2033	285	25	improved	improve	VERB
easat-2033	285	26	random	random	ADJ
easat-2033	285	27	forest	forest	NOUN
easat-2033	285	28	based	base	VERB
easat-2033	285	29	on	on	ADP
easat-2033	285	30	the	the	DET
easat-2033	285	31	classification	classification	NOUN
easat-2033	285	32	accuracy	accuracy	NOUN
easat-2033	285	33	and	and	CCONJ
easat-2033	285	34	correlation	correlation	NOUN
easat-2033	285	35	measurement	measurement	NOUN
easat-2033	285	36	of	of	ADP
easat-2033	285	37	decision	decision	NOUN
easat-2033	285	38	trees	tree	NOUN
easat-2033	285	39	,	,	PUNCT
easat-2033	285	40	”	"	PUNCT
easat-2033	285	41	expert	expert	NOUN
easat-2033	285	42	syst	syst	PROPN
easat-2033	285	43	appl	appl	PROPN
easat-2033	285	44	,	,	PUNCT
easat-2033	285	45	vol	vol	NOUN
easat-2033	285	46	.	.	PROPN
easat-2033	285	47	237	237	NUM
easat-2033	285	48	,	,	PUNCT
easat-2033	285	49	2024	2024	NUM
easat-2033	285	50	,	,	PUNCT
easat-2033	285	51	doi	doi	NOUN
easat-2033	285	52	:	:	PUNCT
easat-2033	285	53	10.1016	10.1016	NUM
easat-2033	285	54	/	/	SYM
easat-2033	285	55	j.eswa.2023.121549	j.eswa.2023.121549	NOUN
easat-2033	285	56	.	.	PUNCT
easat-2033	286	1	[	[	X
easat-2033	286	2	24	24	NUM
easat-2033	286	3	]	]	X
easat-2033	286	4	d.	d.	PROPN
easat-2033	286	5	sarkar	sarkar	PROPN
easat-2033	286	6	,	,	PUNCT
easat-2033	286	7	r.	r.	PROPN
easat-2033	286	8	bali	bali	PROPN
easat-2033	286	9	,	,	PUNCT
easat-2033	286	10	and	and	CCONJ
easat-2033	286	11	t.	t.	PROPN
easat-2033	286	12	ghosh	ghosh	PROPN
easat-2033	286	13	,	,	PUNCT
easat-2033	286	14	“	"	PUNCT
easat-2033	286	15	hands	hand	NOUN
easat-2033	286	16	-	-	PUNCT
easat-2033	286	17	on	on	ADP
easat-2033	286	18	transfer	transfer	NOUN
easat-2033	286	19	learning	learning	NOUN
easat-2033	286	20	with	with	ADP
easat-2033	286	21	python	python	NOUN
easat-2033	286	22	:	:	PUNCT
easat-2033	286	23	implement	implement	VERB
easat-2033	286	24	advanced	advanced	ADJ
easat-2033	286	25	deep	deep	ADJ
easat-2033	286	26	learning	learning	NOUN
easat-2033	286	27	and	and	CCONJ
easat-2033	286	28	neural	neural	ADJ
easat-2033	286	29	network	network	NOUN
easat-2033	286	30	models	model	NOUN
easat-2033	286	31	using	use	VERB
easat-2033	286	32	tensorflow	tensorflow	NOUN
easat-2033	286	33	and	and	CCONJ
easat-2033	286	34	keras	keras	PROPN
easat-2033	286	35	,	,	PUNCT
easat-2033	286	36	”	"	PUNCT
easat-2033	286	37	journal	journal	NOUN
easat-2033	286	38	of	of	ADP
easat-2033	286	39	materials	material	NOUN
easat-2033	286	40	processing	processing	NOUN
easat-2033	286	41	technology	technology	NOUN
easat-2033	286	42	,	,	PUNCT
easat-2033	286	43	vol	vol	NOUN
easat-2033	286	44	.	.	PROPN
easat-2033	286	45	1	1	NUM
easat-2033	286	46	,	,	PUNCT
easat-2033	286	47	no	no	INTJ
easat-2033	286	48	.	.	NOUN
easat-2033	286	49	1	1	NUM
easat-2033	286	50	.	.	NUM
easat-2033	286	51	2018	2018	NUM
easat-2033	286	52	.	.	PUNCT
easat-2033	287	1	[	[	X
easat-2033	287	2	25	25	NUM
easat-2033	287	3	]	]	X
easat-2033	287	4	d.	d.	PROPN
easat-2033	287	5	valero	valero	PROPN
easat-2033	287	6	-	-	PUNCT
easat-2033	287	7	carreras	carreras	PROPN
easat-2033	287	8	,	,	PUNCT
easat-2033	287	9	j.	j.	PROPN
easat-2033	287	10	alcaraz	alcaraz	PROPN
easat-2033	287	11	,	,	PUNCT
easat-2033	287	12	and	and	CCONJ
easat-2033	287	13	m.	m.	NOUN
easat-2033	287	14	landete	landete	NOUN
easat-2033	287	15	,	,	PUNCT
easat-2033	287	16	“	"	PUNCT
easat-2033	287	17	comparing	compare	VERB
easat-2033	287	18	two	two	NUM
easat-2033	287	19	svm	svm	ADJ
easat-2033	287	20	models	model	NOUN
easat-2033	287	21	through	through	ADP
easat-2033	287	22	different	different	ADJ
easat-2033	287	23	metrics	metric	NOUN
easat-2033	287	24	based	base	VERB
easat-2033	287	25	on	on	ADP
easat-2033	287	26	the	the	DET
easat-2033	287	27	confusion	confusion	NOUN
easat-2033	287	28	matrix	matrix	NOUN
easat-2033	287	29	,	,	PUNCT
easat-2033	287	30	”	"	PUNCT
easat-2033	287	31	comput	comput	NOUN
easat-2033	287	32	oper	oper	NOUN
easat-2033	287	33	res	re	NOUN
easat-2033	287	34	,	,	PUNCT
easat-2033	287	35	vol	vol	NOUN
easat-2033	287	36	.	.	PROPN
easat-2033	287	37	152	152	NUM
easat-2033	287	38	,	,	PUNCT
easat-2033	287	39	2023	2023	NUM
easat-2033	287	40	,	,	PUNCT
easat-2033	287	41	doi	doi	NOUN
easat-2033	287	42	:	:	PUNCT
easat-2033	287	43	10.1016	10.1016	NUM
easat-2033	287	44	/	/	SYM
easat-2033	287	45	j.cor.2022.106131	j.cor.2022.106131	PROPN
easat-2033	287	46	.	.	PUNCT
easat-2033	288	1	[	[	X
easat-2033	288	2	26	26	NUM
easat-2033	288	3	]	]	PUNCT
easat-2033	288	4	j.	j.	PROPN
easat-2033	288	5	li	li	PROPN
easat-2033	288	6	,	,	PUNCT
easat-2033	288	7	h.	h.	PROPN
easat-2033	288	8	sun	sun	PROPN
easat-2033	288	9	,	,	PUNCT
easat-2033	288	10	and	and	CCONJ
easat-2033	288	11	j.	j.	PROPN
easat-2033	288	12	li	li	PROPN
easat-2033	288	13	,	,	PUNCT
easat-2033	288	14	“	"	PUNCT
easat-2033	288	15	beyond	beyond	ADP
easat-2033	288	16	confusion	confusion	NOUN
easat-2033	288	17	matrix	matrix	NOUN
easat-2033	288	18	:	:	PUNCT
easat-2033	288	19	learning	learn	VERB
easat-2033	288	20	from	from	ADP
easat-2033	288	21	multiple	multiple	ADJ
easat-2033	288	22	annotators	annotator	NOUN
easat-2033	288	23	with	with	ADP
easat-2033	288	24	awareness	awareness	NOUN
easat-2033	288	25	of	of	ADP
easat-2033	288	26	instance	instance	NOUN
easat-2033	288	27	features	feature	VERB
easat-2033	288	28	,	,	PUNCT
easat-2033	288	29	”	"	PUNCT
easat-2033	288	30	mach	mach	NOUN
easat-2033	288	31	learn	learn	NOUN
easat-2033	288	32	,	,	PUNCT
easat-2033	288	33	vol	vol	NOUN
easat-2033	288	34	.	.	PROPN
easat-2033	289	1	112	112	NUM
easat-2033	289	2	,	,	PUNCT
easat-2033	289	3	no	no	INTJ
easat-2033	289	4	.	.	NOUN
easat-2033	289	5	3	3	NUM
easat-2033	289	6	,	,	PUNCT
easat-2033	289	7	2023	2023	NUM
easat-2033	289	8	,	,	PUNCT
easat-2033	289	9	doi	doi	NOUN
easat-2033	289	10	:	:	PUNCT
easat-2033	289	11	10.1007	10.1007	NUM
easat-2033	289	12	/	/	SYM
easat-2033	289	13	s10994	s10994	VERB
easat-2033	289	14	-	-	PUNCT
easat-2033	289	15	022	022	NUM
easat-2033	289	16	-	-	PUNCT
easat-2033	289	17	06211	06211	NUM
easat-2033	289	18	-	-	PUNCT
easat-2033	289	19	x.	x.	NOUN