id	sid	tid	token	lemma	pos
american_scientific_journal-2088	1	1	256	256	NUM
american_scientific_journal-2088	1	2	american	american	ADJ
american_scientific_journal-2088	1	3	scientific	scientific	ADJ
american_scientific_journal-2088	1	4	research	research	NOUN
american_scientific_journal-2088	1	5	journal	journal	NOUN
american_scientific_journal-2088	1	6	for	for	ADP
american_scientific_journal-2088	1	7	engineering	engineering	NOUN
american_scientific_journal-2088	1	8	,	,	PUNCT
american_scientific_journal-2088	1	9	technology	technology	NOUN
american_scientific_journal-2088	1	10	,	,	PUNCT
american_scientific_journal-2088	1	11	and	and	CCONJ
american_scientific_journal-2088	1	12	sciences	science	NOUN
american_scientific_journal-2088	1	13	(	(	PUNCT
american_scientific_journal-2088	1	14	asrjets	asrjet	NOUN
american_scientific_journal-2088	1	15	)	)	PUNCT
american_scientific_journal-2088	1	16	issn	issn	PROPN
american_scientific_journal-2088	1	17	(	(	PUNCT
american_scientific_journal-2088	1	18	print	print	NOUN
american_scientific_journal-2088	1	19	)	)	PUNCT
american_scientific_journal-2088	1	20	2313	2313	NUM
american_scientific_journal-2088	1	21	-	-	SYM
american_scientific_journal-2088	1	22	4410	4410	NUM
american_scientific_journal-2088	1	23	,	,	PUNCT
american_scientific_journal-2088	1	24	issn	issn	PROPN
american_scientific_journal-2088	1	25	(	(	PUNCT
american_scientific_journal-2088	1	26	online	online	ADJ
american_scientific_journal-2088	1	27	)	)	PUNCT
american_scientific_journal-2088	1	28	2313	2313	NUM
american_scientific_journal-2088	1	29	-	-	SYM
american_scientific_journal-2088	1	30	4402	4402	NUM
american_scientific_journal-2088	1	31	©	©	PROPN
american_scientific_journal-2088	1	32	global	global	ADJ
american_scientific_journal-2088	1	33	society	society	NOUN
american_scientific_journal-2088	1	34	of	of	ADP
american_scientific_journal-2088	1	35	scientific	scientific	ADJ
american_scientific_journal-2088	1	36	research	research	NOUN
american_scientific_journal-2088	1	37	and	and	CCONJ
american_scientific_journal-2088	1	38	researchers	researcher	NOUN
american_scientific_journal-2088	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-2088	1	40	semantic	semantic	ADJ
american_scientific_journal-2088	1	41	based	base	VERB
american_scientific_journal-2088	1	42	information	information	NOUN
american_scientific_journal-2088	1	43	retrieval	retrieval	NOUN
american_scientific_journal-2088	1	44	system	system	NOUN
american_scientific_journal-2088	1	45	using	use	VERB
american_scientific_journal-2088	1	46	modified	modified	ADJ
american_scientific_journal-2088	1	47	inverse	inverse	NOUN
american_scientific_journal-2088	1	48	document	document	NOUN
american_scientific_journal-2088	1	49	frequency	frequency	NOUN
american_scientific_journal-2088	1	50	zun	zun	PROPN
american_scientific_journal-2088	1	51	may	may	AUX
american_scientific_journal-2088	1	52	myinta	myinta	VERB
american_scientific_journal-2088	1	53	*	*	PROPN
american_scientific_journal-2088	1	54	,	,	PUNCT
american_scientific_journal-2088	1	55	phyo	phyo	NOUN
american_scientific_journal-2088	1	56	thuzar	thuzar	VERB
american_scientific_journal-2088	1	57	tunb	tunb	NOUN
american_scientific_journal-2088	1	58	a	a	DET
american_scientific_journal-2088	1	59	,	,	PUNCT
american_scientific_journal-2088	1	60	bdepartment	bdepartment	NOUN
american_scientific_journal-2088	1	61	of	of	ADP
american_scientific_journal-2088	1	62	computer	computer	NOUN
american_scientific_journal-2088	1	63	engineering	engineering	NOUN
american_scientific_journal-2088	1	64	and	and	CCONJ
american_scientific_journal-2088	1	65	information	information	NOUN
american_scientific_journal-2088	1	66	technology	technology	NOUN
american_scientific_journal-2088	1	67	mandalay	mandalay	NOUN
american_scientific_journal-2088	1	68	technological	technological	ADJ
american_scientific_journal-2088	1	69	university	university	NOUN
american_scientific_journal-2088	1	70	,	,	PUNCT
american_scientific_journal-2088	1	71	myanmar	myanmar	PROPN
american_scientific_journal-2088	1	72	aemail	aemail	NOUN
american_scientific_journal-2088	1	73	:	:	PUNCT
american_scientific_journal-2088	1	74	zunmaymyint@gmail.com	zunmaymyint@gmail.com	X
american_scientific_journal-2088	1	75	bemail	bemail	NOUN
american_scientific_journal-2088	1	76	:	:	PUNCT
american_scientific_journal-2088	2	1	pinquinphyo@gmail.com	pinquinphyo@gmail.com	X
american_scientific_journal-2088	3	1	abstract	abstract	ADJ
american_scientific_journal-2088	3	2	today	today	NOUN
american_scientific_journal-2088	3	3	,	,	PUNCT
american_scientific_journal-2088	3	4	information	information	NOUN
american_scientific_journal-2088	3	5	retrieval	retrieval	NOUN
american_scientific_journal-2088	3	6	(	(	PUNCT
american_scientific_journal-2088	3	7	ir	ir	NOUN
american_scientific_journal-2088	3	8	)	)	PUNCT
american_scientific_journal-2088	3	9	provides	provide	VERB
american_scientific_journal-2088	3	10	users	user	NOUN
american_scientific_journal-2088	3	11	with	with	ADP
american_scientific_journal-2088	3	12	documents	document	NOUN
american_scientific_journal-2088	3	13	that	that	PRON
american_scientific_journal-2088	3	14	will	will	AUX
american_scientific_journal-2088	3	15	satisfy	satisfy	VERB
american_scientific_journal-2088	3	16	their	their	PRON
american_scientific_journal-2088	3	17	information	information	NOUN
american_scientific_journal-2088	3	18	need	need	NOUN
american_scientific_journal-2088	3	19	.	.	PUNCT
american_scientific_journal-2088	4	1	word	word	NOUN
american_scientific_journal-2088	4	2	sense	sense	NOUN
american_scientific_journal-2088	4	3	ambiguity	ambiguity	NOUN
american_scientific_journal-2088	4	4	is	be	AUX
american_scientific_journal-2088	4	5	a	a	DET
american_scientific_journal-2088	4	6	cause	cause	NOUN
american_scientific_journal-2088	4	7	of	of	ADP
american_scientific_journal-2088	4	8	poor	poor	ADJ
american_scientific_journal-2088	4	9	performance	performance	NOUN
american_scientific_journal-2088	4	10	in	in	ADP
american_scientific_journal-2088	4	11	ir	ir	PROPN
american_scientific_journal-2088	4	12	system	system	NOUN
american_scientific_journal-2088	4	13	.	.	PUNCT
american_scientific_journal-2088	5	1	ir	ir	PROPN
american_scientific_journal-2088	5	2	performance	performance	NOUN
american_scientific_journal-2088	5	3	will	will	AUX
american_scientific_journal-2088	5	4	be	be	AUX
american_scientific_journal-2088	5	5	increased	increase	VERB
american_scientific_journal-2088	5	6	if	if	SCONJ
american_scientific_journal-2088	5	7	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	5	8	words	word	NOUN
american_scientific_journal-2088	5	9	can	can	AUX
american_scientific_journal-2088	5	10	be	be	AUX
american_scientific_journal-2088	5	11	correctly	correctly	ADV
american_scientific_journal-2088	5	12	disambiguated	disambiguate	VERB
american_scientific_journal-2088	5	13	.	.	PUNCT
american_scientific_journal-2088	6	1	word	word	NOUN
american_scientific_journal-2088	6	2	sense	sense	PROPN
american_scientific_journal-2088	6	3	disambiguation	disambiguation	NOUN
american_scientific_journal-2088	6	4	(	(	PUNCT
american_scientific_journal-2088	6	5	wsd	wsd	PROPN
american_scientific_journal-2088	6	6	)	)	PUNCT
american_scientific_journal-2088	6	7	is	be	AUX
american_scientific_journal-2088	6	8	the	the	DET
american_scientific_journal-2088	6	9	task	task	NOUN
american_scientific_journal-2088	6	10	to	to	PART
american_scientific_journal-2088	6	11	assign	assign	VERB
american_scientific_journal-2088	6	12	the	the	DET
american_scientific_journal-2088	6	13	correct	correct	ADJ
american_scientific_journal-2088	6	14	meaning	meaning	NOUN
american_scientific_journal-2088	6	15	to	to	ADP
american_scientific_journal-2088	6	16	such	such	ADJ
american_scientific_journal-2088	6	17	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	6	18	words	word	NOUN
american_scientific_journal-2088	6	19	based	base	VERB
american_scientific_journal-2088	6	20	on	on	ADP
american_scientific_journal-2088	6	21	the	the	DET
american_scientific_journal-2088	6	22	surrounding	surround	VERB
american_scientific_journal-2088	6	23	context	context	NOUN
american_scientific_journal-2088	6	24	.	.	PUNCT
american_scientific_journal-2088	7	1	various	various	ADJ
american_scientific_journal-2088	7	2	senses	sense	NOUN
american_scientific_journal-2088	7	3	provided	provide	VERB
american_scientific_journal-2088	7	4	by	by	ADP
american_scientific_journal-2088	7	5	wsd	wsd	PROPN
american_scientific_journal-2088	7	6	process	process	NOUN
american_scientific_journal-2088	7	7	have	have	AUX
american_scientific_journal-2088	7	8	been	be	AUX
american_scientific_journal-2088	7	9	used	use	VERB
american_scientific_journal-2088	7	10	as	as	ADP
american_scientific_journal-2088	7	11	semantics	semantic	NOUN
american_scientific_journal-2088	7	12	for	for	ADP
american_scientific_journal-2088	7	13	indexing	index	VERB
american_scientific_journal-2088	7	14	the	the	DET
american_scientific_journal-2088	7	15	documents	document	NOUN
american_scientific_journal-2088	7	16	to	to	PART
american_scientific_journal-2088	7	17	aid	aid	VERB
american_scientific_journal-2088	7	18	the	the	DET
american_scientific_journal-2088	7	19	information	information	NOUN
american_scientific_journal-2088	7	20	retrieval	retrieval	NOUN
american_scientific_journal-2088	7	21	system	system	NOUN
american_scientific_journal-2088	7	22	.	.	PUNCT
american_scientific_journal-2088	8	1	k	k	X
american_scientific_journal-2088	8	2	-	-	PUNCT
american_scientific_journal-2088	8	3	nearest	near	ADJ
american_scientific_journal-2088	8	4	neighbour	neighbour	NOUN
american_scientific_journal-2088	8	5	(	(	PUNCT
american_scientific_journal-2088	8	6	knn	knn	PROPN
american_scientific_journal-2088	8	7	)	)	PUNCT
american_scientific_journal-2088	8	8	is	be	AUX
american_scientific_journal-2088	8	9	used	use	VERB
american_scientific_journal-2088	8	10	for	for	ADP
american_scientific_journal-2088	8	11	effective	effective	ADJ
american_scientific_journal-2088	8	12	text	text	NOUN
american_scientific_journal-2088	8	13	classification	classification	NOUN
american_scientific_journal-2088	8	14	in	in	ADP
american_scientific_journal-2088	8	15	wsd	wsd	PROPN
american_scientific_journal-2088	8	16	process	process	NOUN
american_scientific_journal-2088	8	17	and	and	CCONJ
american_scientific_journal-2088	8	18	the	the	DET
american_scientific_journal-2088	8	19	vector	vector	NOUN
american_scientific_journal-2088	8	20	space	space	NOUN
american_scientific_journal-2088	8	21	model	model	NOUN
american_scientific_journal-2088	8	22	(	(	PUNCT
american_scientific_journal-2088	8	23	vsm	vsm	PROPN
american_scientific_journal-2088	8	24	)	)	PUNCT
american_scientific_journal-2088	8	25	is	be	AUX
american_scientific_journal-2088	8	26	used	use	VERB
american_scientific_journal-2088	8	27	for	for	ADP
american_scientific_journal-2088	8	28	ir	ir	PROPN
american_scientific_journal-2088	8	29	process	process	NOUN
american_scientific_journal-2088	8	30	.	.	PUNCT
american_scientific_journal-2088	9	1	the	the	DET
american_scientific_journal-2088	9	2	cosine	cosine	NOUN
american_scientific_journal-2088	9	3	similarity	similarity	NOUN
american_scientific_journal-2088	9	4	method	method	NOUN
american_scientific_journal-2088	9	5	is	be	AUX
american_scientific_journal-2088	9	6	used	use	VERB
american_scientific_journal-2088	9	7	in	in	ADP
american_scientific_journal-2088	9	8	both	both	CCONJ
american_scientific_journal-2088	9	9	knn	knn	PROPN
american_scientific_journal-2088	9	10	and	and	CCONJ
american_scientific_journal-2088	9	11	vsm	vsm	PROPN
american_scientific_journal-2088	9	12	to	to	PART
american_scientific_journal-2088	9	13	calculate	calculate	VERB
american_scientific_journal-2088	9	14	the	the	DET
american_scientific_journal-2088	9	15	similarity	similarity	NOUN
american_scientific_journal-2088	9	16	in	in	ADP
american_scientific_journal-2088	9	17	which	which	PRON
american_scientific_journal-2088	9	18	term	term	NOUN
american_scientific_journal-2088	9	19	frequency	frequency	NOUN
american_scientific_journal-2088	9	20	and	and	CCONJ
american_scientific_journal-2088	9	21	inverse	inverse	NOUN
american_scientific_journal-2088	9	22	document	document	NOUN
american_scientific_journal-2088	9	23	frequency	frequency	NOUN
american_scientific_journal-2088	9	24	(	(	PUNCT
american_scientific_journal-2088	9	25	tf	tf	PROPN
american_scientific_journal-2088	9	26	-	-	PUNCT
american_scientific_journal-2088	9	27	idf	idf	NOUN
american_scientific_journal-2088	9	28	)	)	PUNCT
american_scientific_journal-2088	9	29	scheme	scheme	NOUN
american_scientific_journal-2088	9	30	is	be	AUX
american_scientific_journal-2088	9	31	used	use	VERB
american_scientific_journal-2088	9	32	to	to	PART
american_scientific_journal-2088	9	33	calculate	calculate	VERB
american_scientific_journal-2088	9	34	the	the	DET
american_scientific_journal-2088	9	35	weight	weight	NOUN
american_scientific_journal-2088	9	36	of	of	ADP
american_scientific_journal-2088	9	37	each	each	DET
american_scientific_journal-2088	9	38	word	word	NOUN
american_scientific_journal-2088	9	39	.	.	PUNCT
american_scientific_journal-2088	10	1	there	there	PRON
american_scientific_journal-2088	10	2	is	be	VERB
american_scientific_journal-2088	10	3	a	a	DET
american_scientific_journal-2088	10	4	challenge	challenge	NOUN
american_scientific_journal-2088	10	5	that	that	PRON
american_scientific_journal-2088	10	6	the	the	DET
american_scientific_journal-2088	10	7	original	original	ADJ
american_scientific_journal-2088	10	8	tf	tf	PROPN
american_scientific_journal-2088	10	9	-	-	PUNCT
american_scientific_journal-2088	10	10	idf	idf	PROPN
american_scientific_journal-2088	10	11	scheme	scheme	NOUN
american_scientific_journal-2088	10	12	eliminates	eliminate	VERB
american_scientific_journal-2088	10	13	the	the	DET
american_scientific_journal-2088	10	14	related	related	ADJ
american_scientific_journal-2088	10	15	senses	sense	NOUN
american_scientific_journal-2088	10	16	although	although	SCONJ
american_scientific_journal-2088	10	17	there	there	PRON
american_scientific_journal-2088	10	18	is	be	VERB
american_scientific_journal-2088	10	19	a	a	DET
american_scientific_journal-2088	10	20	related	related	ADJ
american_scientific_journal-2088	10	21	sense	sense	NOUN
american_scientific_journal-2088	10	22	.	.	PUNCT
american_scientific_journal-2088	11	1	this	this	DET
american_scientific_journal-2088	11	2	paper	paper	NOUN
american_scientific_journal-2088	11	3	thus	thus	ADV
american_scientific_journal-2088	11	4	proposes	propose	VERB
american_scientific_journal-2088	11	5	the	the	DET
american_scientific_journal-2088	11	6	modified	modified	ADJ
american_scientific_journal-2088	11	7	tf	tf	PROPN
american_scientific_journal-2088	11	8	-	-	PUNCT
american_scientific_journal-2088	11	9	idf	idf	PROPN
american_scientific_journal-2088	11	10	method	method	NOUN
american_scientific_journal-2088	11	11	,	,	PUNCT
american_scientific_journal-2088	11	12	so	so	ADV
american_scientific_journal-2088	11	13	called	call	VERB
american_scientific_journal-2088	11	14	tf	tf	NOUN
american_scientific_journal-2088	11	15	-	-	PUNCT
american_scientific_journal-2088	11	16	midf	midf	NOUN
american_scientific_journal-2088	11	17	,	,	PUNCT
american_scientific_journal-2088	11	18	to	to	PART
american_scientific_journal-2088	11	19	solve	solve	VERB
american_scientific_journal-2088	11	20	the	the	DET
american_scientific_journal-2088	11	21	norelevant	norelevant	ADJ
american_scientific_journal-2088	11	22	problem	problem	NOUN
american_scientific_journal-2088	11	23	by	by	ADP
american_scientific_journal-2088	11	24	modifying	modify	VERB
american_scientific_journal-2088	11	25	the	the	DET
american_scientific_journal-2088	11	26	idf	idf	PROPN
american_scientific_journal-2088	11	27	equation	equation	NOUN
american_scientific_journal-2088	11	28	to	to	PART
american_scientific_journal-2088	11	29	improve	improve	VERB
american_scientific_journal-2088	11	30	the	the	DET
american_scientific_journal-2088	11	31	accuracy	accuracy	NOUN
american_scientific_journal-2088	11	32	of	of	ADP
american_scientific_journal-2088	11	33	ir	ir	PROPN
american_scientific_journal-2088	11	34	performance	performance	NOUN
american_scientific_journal-2088	11	35	.	.	PUNCT
american_scientific_journal-2088	12	1	by	by	ADP
american_scientific_journal-2088	12	2	comparing	compare	VERB
american_scientific_journal-2088	12	3	the	the	DET
american_scientific_journal-2088	12	4	performance	performance	NOUN
american_scientific_journal-2088	12	5	between	between	ADP
american_scientific_journal-2088	12	6	the	the	DET
american_scientific_journal-2088	12	7	original	original	ADJ
american_scientific_journal-2088	12	8	idf	idf	PROPN
american_scientific_journal-2088	12	9	scheme	scheme	NOUN
american_scientific_journal-2088	12	10	and	and	CCONJ
american_scientific_journal-2088	12	11	the	the	DET
american_scientific_journal-2088	12	12	midf	midf	NOUN
american_scientific_journal-2088	12	13	scheme	scheme	NOUN
american_scientific_journal-2088	12	14	,	,	PUNCT
american_scientific_journal-2088	12	15	the	the	DET
american_scientific_journal-2088	12	16	average	average	ADJ
american_scientific_journal-2088	12	17	precision	precision	NOUN
american_scientific_journal-2088	12	18	results	result	NOUN
american_scientific_journal-2088	12	19	of	of	ADP
american_scientific_journal-2088	12	20	the	the	DET
american_scientific_journal-2088	12	21	original	original	ADJ
american_scientific_journal-2088	12	22	tf	tf	PROPN
american_scientific_journal-2088	12	23	-	-	PUNCT
american_scientific_journal-2088	12	24	idf	idf	PROPN
american_scientific_journal-2088	12	25	method	method	NOUN
american_scientific_journal-2088	12	26	is	be	AUX
american_scientific_journal-2088	12	27	71	71	NUM
american_scientific_journal-2088	12	28	%	%	NOUN
american_scientific_journal-2088	12	29	and	and	CCONJ
american_scientific_journal-2088	12	30	the	the	DET
american_scientific_journal-2088	12	31	average	average	ADJ
american_scientific_journal-2088	12	32	precision	precision	NOUN
american_scientific_journal-2088	12	33	results	result	NOUN
american_scientific_journal-2088	12	34	of	of	ADP
american_scientific_journal-2088	12	35	the	the	DET
american_scientific_journal-2088	12	36	tf	tf	NOUN
american_scientific_journal-2088	12	37	-	-	PUNCT
american_scientific_journal-2088	12	38	midf	midf	PROPN
american_scientific_journal-2088	12	39	is	be	AUX
american_scientific_journal-2088	12	40	80	80	NUM
american_scientific_journal-2088	12	41	%	%	NOUN
american_scientific_journal-2088	12	42	.	.	PUNCT
american_scientific_journal-2088	13	1	therefore	therefore	ADV
american_scientific_journal-2088	13	2	,	,	PUNCT
american_scientific_journal-2088	13	3	the	the	DET
american_scientific_journal-2088	13	4	proposed	propose	VERB
american_scientific_journal-2088	13	5	methodology	methodology	NOUN
american_scientific_journal-2088	13	6	is	be	AUX
american_scientific_journal-2088	13	7	more	more	ADV
american_scientific_journal-2088	13	8	precise	precise	ADJ
american_scientific_journal-2088	13	9	than	than	ADP
american_scientific_journal-2088	13	10	the	the	DET
american_scientific_journal-2088	13	11	original	original	ADJ
american_scientific_journal-2088	13	12	method	method	NOUN
american_scientific_journal-2088	13	13	while	while	SCONJ
american_scientific_journal-2088	13	14	retrieving	retrieve	VERB
american_scientific_journal-2088	13	15	the	the	DET
american_scientific_journal-2088	13	16	relevant	relevant	ADJ
american_scientific_journal-2088	13	17	documents	document	NOUN
american_scientific_journal-2088	13	18	of	of	ADP
american_scientific_journal-2088	13	19	the	the	DET
american_scientific_journal-2088	13	20	required	require	VERB
american_scientific_journal-2088	13	21	information	information	NOUN
american_scientific_journal-2088	13	22	.	.	PUNCT
american_scientific_journal-2088	14	1	keywords	keyword	NOUN
american_scientific_journal-2088	14	2	:	:	PUNCT
american_scientific_journal-2088	14	3	cosine	cosine	NOUN
american_scientific_journal-2088	14	4	similarity	similarity	NOUN
american_scientific_journal-2088	14	5	;	;	PUNCT
american_scientific_journal-2088	14	6	modified	modify	VERB
american_scientific_journal-2088	14	7	inverse	inverse	NOUN
american_scientific_journal-2088	14	8	document	document	NOUN
american_scientific_journal-2088	14	9	frequency	frequency	NOUN
american_scientific_journal-2088	14	10	(	(	PUNCT
american_scientific_journal-2088	14	11	midf	midf	PROPN
american_scientific_journal-2088	14	12	)	)	PUNCT
american_scientific_journal-2088	14	13	;	;	PUNCT
american_scientific_journal-2088	14	14	ir	ir	PROPN
american_scientific_journal-2088	14	15	;	;	PUNCT
american_scientific_journal-2088	14	16	knn	knn	PROPN
american_scientific_journal-2088	14	17	classifier	classifier	PROPN
american_scientific_journal-2088	14	18	;	;	PUNCT
american_scientific_journal-2088	14	19	vsm	vsm	PROPN
american_scientific_journal-2088	14	20	;	;	PUNCT
american_scientific_journal-2088	14	21	wsd	wsd	PROPN
american_scientific_journal-2088	14	22	;	;	PUNCT
american_scientific_journal-2088	14	23	wordnet	wordnet	NOUN
american_scientific_journal-2088	14	24	.	.	PUNCT
american_scientific_journal-2088	15	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-2088	16	1	*	*	PUNCT
american_scientific_journal-2088	16	2	corresponding	correspond	VERB
american_scientific_journal-2088	16	3	author	author	NOUN
american_scientific_journal-2088	16	4	.	.	PUNCT
american_scientific_journal-2088	17	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-2088	17	2	american	american	PROPN
american_scientific_journal-2088	17	3	scientific	scientific	PROPN
american_scientific_journal-2088	17	4	research	research	NOUN
american_scientific_journal-2088	17	5	journal	journal	NOUN
american_scientific_journal-2088	17	6	for	for	ADP
american_scientific_journal-2088	17	7	engineering	engineering	NOUN
american_scientific_journal-2088	17	8	,	,	PUNCT
american_scientific_journal-2088	17	9	technology	technology	NOUN
american_scientific_journal-2088	17	10	,	,	PUNCT
american_scientific_journal-2088	17	11	and	and	CCONJ
american_scientific_journal-2088	17	12	sciences	science	NOUN
american_scientific_journal-2088	17	13	(	(	PUNCT
american_scientific_journal-2088	17	14	asrjets	asrjet	NOUN
american_scientific_journal-2088	17	15	)	)	PUNCT
american_scientific_journal-2088	17	16	(	(	PUNCT
american_scientific_journal-2088	17	17	2016	2016	NUM
american_scientific_journal-2088	17	18	)	)	PUNCT
american_scientific_journal-2088	17	19	volume	volume	NOUN
american_scientific_journal-2088	17	20	25	25	NUM
american_scientific_journal-2088	17	21	,	,	PUNCT
american_scientific_journal-2088	17	22	no	no	DET
american_scientific_journal-2088	17	23	1	1	NUM
american_scientific_journal-2088	17	24	,	,	PUNCT
american_scientific_journal-2088	17	25	pp	pp	ADV
american_scientific_journal-2088	17	26	256	256	NUM
american_scientific_journal-2088	17	27	-	-	SYM
american_scientific_journal-2088	17	28	269	269	NUM
american_scientific_journal-2088	17	29	257	257	NUM
american_scientific_journal-2088	17	30	1	1	NUM
american_scientific_journal-2088	17	31	.	.	PUNCT
american_scientific_journal-2088	18	1	introduction	introduction	NOUN
american_scientific_journal-2088	18	2	nowadays	nowadays	ADV
american_scientific_journal-2088	18	3	,	,	PUNCT
american_scientific_journal-2088	18	4	word	word	NOUN
american_scientific_journal-2088	18	5	sense	sense	NOUN
american_scientific_journal-2088	18	6	ambiguity	ambiguity	NOUN
american_scientific_journal-2088	18	7	is	be	AUX
american_scientific_journal-2088	18	8	a	a	DET
american_scientific_journal-2088	18	9	detrimental	detrimental	ADJ
american_scientific_journal-2088	18	10	effect	effect	NOUN
american_scientific_journal-2088	18	11	on	on	ADP
american_scientific_journal-2088	18	12	the	the	DET
american_scientific_journal-2088	18	13	performance	performance	NOUN
american_scientific_journal-2088	18	14	of	of	ADP
american_scientific_journal-2088	18	15	text	text	NOUN
american_scientific_journal-2088	18	16	based	base	VERB
american_scientific_journal-2088	18	17	information	information	NOUN
american_scientific_journal-2088	18	18	retrieval	retrieval	NOUN
american_scientific_journal-2088	18	19	(	(	PUNCT
american_scientific_journal-2088	18	20	ir	ir	NOUN
american_scientific_journal-2088	18	21	)	)	PUNCT
american_scientific_journal-2088	18	22	system	system	NOUN
american_scientific_journal-2088	18	23	[	[	X
american_scientific_journal-2088	18	24	1	1	NUM
american_scientific_journal-2088	18	25	]	]	PUNCT
american_scientific_journal-2088	18	26	.	.	PUNCT
american_scientific_journal-2088	19	1	semantic	semantic	ADJ
american_scientific_journal-2088	19	2	indexing	indexing	NOUN
american_scientific_journal-2088	19	3	of	of	ADP
american_scientific_journal-2088	19	4	the	the	DET
american_scientific_journal-2088	19	5	document	document	NOUN
american_scientific_journal-2088	19	6	changes	change	VERB
american_scientific_journal-2088	19	7	from	from	ADP
american_scientific_journal-2088	19	8	the	the	DET
american_scientific_journal-2088	19	9	keyword	keyword	NOUN
american_scientific_journal-2088	19	10	-	-	PUNCT
american_scientific_journal-2088	19	11	based	base	VERB
american_scientific_journal-2088	19	12	approach	approach	NOUN
american_scientific_journal-2088	19	13	to	to	ADP
american_scientific_journal-2088	19	14	the	the	DET
american_scientific_journal-2088	19	15	sense	sense	NOUN
american_scientific_journal-2088	19	16	based	base	VERB
american_scientific_journal-2088	19	17	approach	approach	NOUN
american_scientific_journal-2088	19	18	for	for	ADP
american_scientific_journal-2088	19	19	effective	effective	ADJ
american_scientific_journal-2088	19	20	retrieval	retrieval	NOUN
american_scientific_journal-2088	19	21	.	.	PUNCT
american_scientific_journal-2088	20	1	ir	ir	PROPN
american_scientific_journal-2088	20	2	system	system	NOUN
american_scientific_journal-2088	20	3	will	will	AUX
american_scientific_journal-2088	20	4	improve	improve	VERB
american_scientific_journal-2088	20	5	its	its	PRON
american_scientific_journal-2088	20	6	performance	performance	NOUN
american_scientific_journal-2088	20	7	if	if	SCONJ
american_scientific_journal-2088	20	8	the	the	DET
american_scientific_journal-2088	20	9	documents	document	NOUN
american_scientific_journal-2088	20	10	it	it	PRON
american_scientific_journal-2088	20	11	retrieves	retrieve	VERB
american_scientific_journal-2088	20	12	are	be	AUX
american_scientific_journal-2088	20	13	represented	represent	VERB
american_scientific_journal-2088	20	14	by	by	ADP
american_scientific_journal-2088	20	15	word	word	NOUN
american_scientific_journal-2088	20	16	senses	sense	NOUN
american_scientific_journal-2088	20	17	rather	rather	ADV
american_scientific_journal-2088	20	18	than	than	ADP
american_scientific_journal-2088	20	19	words	word	NOUN
american_scientific_journal-2088	20	20	.	.	PUNCT
american_scientific_journal-2088	21	1	overall	overall	ADV
american_scientific_journal-2088	21	2	,	,	PUNCT
american_scientific_journal-2088	21	3	ir	ir	PROPN
american_scientific_journal-2088	21	4	systems	system	NOUN
american_scientific_journal-2088	21	5	can	can	AUX
american_scientific_journal-2088	21	6	potentially	potentially	ADV
american_scientific_journal-2088	21	7	benefit	benefit	VERB
american_scientific_journal-2088	21	8	from	from	ADP
american_scientific_journal-2088	21	9	the	the	DET
american_scientific_journal-2088	21	10	correct	correct	ADJ
american_scientific_journal-2088	21	11	meanings	meaning	NOUN
american_scientific_journal-2088	21	12	of	of	ADP
american_scientific_journal-2088	21	13	words	word	NOUN
american_scientific_journal-2088	21	14	provided	provide	VERB
american_scientific_journal-2088	21	15	by	by	ADP
american_scientific_journal-2088	21	16	wsd	wsd	PROPN
american_scientific_journal-2088	21	17	systems	system	NOUN
american_scientific_journal-2088	21	18	[	[	X
american_scientific_journal-2088	21	19	2	2	NUM
american_scientific_journal-2088	21	20	]	]	PUNCT
american_scientific_journal-2088	21	21	.	.	PUNCT
american_scientific_journal-2088	22	1	word	word	NOUN
american_scientific_journal-2088	22	2	sense	sense	NOUN
american_scientific_journal-2088	22	3	ambiguity	ambiguity	NOUN
american_scientific_journal-2088	22	4	can	can	AUX
american_scientific_journal-2088	22	5	be	be	AUX
american_scientific_journal-2088	22	6	thought	think	VERB
american_scientific_journal-2088	22	7	of	of	ADP
american_scientific_journal-2088	22	8	as	as	ADP
american_scientific_journal-2088	22	9	the	the	DET
american_scientific_journal-2088	22	10	most	most	ADV
american_scientific_journal-2088	22	11	serious	serious	ADJ
american_scientific_journal-2088	22	12	problem	problem	NOUN
american_scientific_journal-2088	22	13	in	in	ADP
american_scientific_journal-2088	22	14	machine	machine	NOUN
american_scientific_journal-2088	22	15	translation	translation	NOUN
american_scientific_journal-2088	22	16	system	system	NOUN
american_scientific_journal-2088	22	17	.the	.the	PRON
american_scientific_journal-2088	22	18	human	human	ADJ
american_scientific_journal-2088	22	19	mind	mind	NOUN
american_scientific_journal-2088	22	20	is	be	AUX
american_scientific_journal-2088	22	21	able	able	ADJ
american_scientific_journal-2088	22	22	to	to	PART
american_scientific_journal-2088	22	23	select	select	VERB
american_scientific_journal-2088	22	24	the	the	DET
american_scientific_journal-2088	22	25	proper	proper	ADJ
american_scientific_journal-2088	22	26	target	target	NOUN
american_scientific_journal-2088	22	27	equivalent	equivalent	NOUN
american_scientific_journal-2088	22	28	of	of	ADP
american_scientific_journal-2088	22	29	any	any	DET
american_scientific_journal-2088	22	30	source	source	NOUN
american_scientific_journal-2088	22	31	language	language	NOUN
american_scientific_journal-2088	22	32	word	word	NOUN
american_scientific_journal-2088	22	33	by	by	ADP
american_scientific_journal-2088	22	34	comprehension	comprehension	NOUN
american_scientific_journal-2088	22	35	of	of	ADP
american_scientific_journal-2088	22	36	the	the	DET
american_scientific_journal-2088	22	37	context	context	NOUN
american_scientific_journal-2088	22	38	.	.	PUNCT
american_scientific_journal-2088	23	1	a	a	DET
american_scientific_journal-2088	23	2	human	human	ADJ
american_scientific_journal-2088	23	3	being	being	NOUN
american_scientific_journal-2088	23	4	may	may	AUX
american_scientific_journal-2088	23	5	also	also	ADV
american_scientific_journal-2088	23	6	automatically	automatically	ADV
american_scientific_journal-2088	23	7	consider	consider	VERB
american_scientific_journal-2088	23	8	a	a	DET
american_scientific_journal-2088	23	9	group	group	NOUN
american_scientific_journal-2088	23	10	of	of	ADP
american_scientific_journal-2088	23	11	words	word	NOUN
american_scientific_journal-2088	23	12	,	,	PUNCT
american_scientific_journal-2088	23	13	rather	rather	ADV
american_scientific_journal-2088	23	14	than	than	ADP
american_scientific_journal-2088	23	15	just	just	ADV
american_scientific_journal-2088	23	16	one	one	NUM
american_scientific_journal-2088	23	17	word	word	NOUN
american_scientific_journal-2088	23	18	,	,	PUNCT
american_scientific_journal-2088	23	19	in	in	ADP
american_scientific_journal-2088	23	20	order	order	NOUN
american_scientific_journal-2088	23	21	to	to	PART
american_scientific_journal-2088	23	22	understand	understand	VERB
american_scientific_journal-2088	23	23	the	the	DET
american_scientific_journal-2088	23	24	meaning	meaning	NOUN
american_scientific_journal-2088	23	25	of	of	ADP
american_scientific_journal-2088	23	26	a	a	DET
american_scientific_journal-2088	23	27	sentence	sentence	NOUN
american_scientific_journal-2088	23	28	,	,	PUNCT
american_scientific_journal-2088	23	29	even	even	ADV
american_scientific_journal-2088	23	30	if	if	SCONJ
american_scientific_journal-2088	23	31	the	the	DET
american_scientific_journal-2088	23	32	words	word	NOUN
american_scientific_journal-2088	23	33	of	of	ADP
american_scientific_journal-2088	23	34	the	the	DET
american_scientific_journal-2088	23	35	group	group	NOUN
american_scientific_journal-2088	23	36	are	be	AUX
american_scientific_journal-2088	23	37	not	not	PART
american_scientific_journal-2088	23	38	relevant	relevant	ADJ
american_scientific_journal-2088	23	39	[	[	PUNCT
american_scientific_journal-2088	23	40	3	3	NUM
american_scientific_journal-2088	23	41	]	]	PUNCT
american_scientific_journal-2088	23	42	.	.	PUNCT
american_scientific_journal-2088	24	1	as	as	ADP
american_scientific_journal-2088	24	2	a	a	DET
american_scientific_journal-2088	24	3	basic	basic	ADJ
american_scientific_journal-2088	24	4	semantic	semantic	ADJ
american_scientific_journal-2088	24	5	understanding	understanding	NOUN
american_scientific_journal-2088	24	6	task	task	NOUN
american_scientific_journal-2088	24	7	at	at	ADP
american_scientific_journal-2088	24	8	the	the	DET
american_scientific_journal-2088	24	9	lexical	lexical	ADJ
american_scientific_journal-2088	24	10	level	level	NOUN
american_scientific_journal-2088	24	11	,	,	PUNCT
american_scientific_journal-2088	24	12	wsd	wsd	PROPN
american_scientific_journal-2088	24	13	is	be	AUX
american_scientific_journal-2088	24	14	a	a	DET
american_scientific_journal-2088	24	15	fundamental	fundamental	ADJ
american_scientific_journal-2088	24	16	problem	problem	NOUN
american_scientific_journal-2088	24	17	in	in	ADP
american_scientific_journal-2088	24	18	natural	natural	ADJ
american_scientific_journal-2088	24	19	language	language	NOUN
american_scientific_journal-2088	24	20	processing	processing	NOUN
american_scientific_journal-2088	24	21	.	.	PUNCT
american_scientific_journal-2088	25	1	it	it	PRON
american_scientific_journal-2088	25	2	can	can	AUX
american_scientific_journal-2088	25	3	be	be	AUX
american_scientific_journal-2088	25	4	potentially	potentially	ADV
american_scientific_journal-2088	25	5	used	use	VERB
american_scientific_journal-2088	25	6	as	as	ADP
american_scientific_journal-2088	25	7	a	a	DET
american_scientific_journal-2088	25	8	component	component	NOUN
american_scientific_journal-2088	25	9	in	in	ADP
american_scientific_journal-2088	25	10	many	many	ADJ
american_scientific_journal-2088	25	11	applications	application	NOUN
american_scientific_journal-2088	25	12	,	,	PUNCT
american_scientific_journal-2088	25	13	such	such	ADJ
american_scientific_journal-2088	25	14	as	as	ADP
american_scientific_journal-2088	25	15	machine	machine	NOUN
american_scientific_journal-2088	25	16	translation	translation	NOUN
american_scientific_journal-2088	25	17	and	and	CCONJ
american_scientific_journal-2088	25	18	information	information	NOUN
american_scientific_journal-2088	25	19	retrieval	retrieval	NOUN
american_scientific_journal-2088	25	20	[	[	X
american_scientific_journal-2088	25	21	4	4	NUM
american_scientific_journal-2088	25	22	]	]	PUNCT
american_scientific_journal-2088	25	23	.	.	PUNCT
american_scientific_journal-2088	26	1	word	word	NOUN
american_scientific_journal-2088	26	2	sense	sense	NOUN
american_scientific_journal-2088	26	3	disambiguation	disambiguation	NOUN
american_scientific_journal-2088	26	4	method	method	NOUN
american_scientific_journal-2088	26	5	is	be	AUX
american_scientific_journal-2088	26	6	needed	need	VERB
american_scientific_journal-2088	26	7	for	for	ADP
american_scientific_journal-2088	26	8	semantic	semantic	ADJ
american_scientific_journal-2088	26	9	indexing	indexing	NOUN
american_scientific_journal-2088	26	10	to	to	PART
american_scientific_journal-2088	26	11	get	get	VERB
american_scientific_journal-2088	26	12	the	the	DET
american_scientific_journal-2088	26	13	correct	correct	ADJ
american_scientific_journal-2088	26	14	sense	sense	NOUN
american_scientific_journal-2088	26	15	of	of	ADP
american_scientific_journal-2088	26	16	the	the	DET
american_scientific_journal-2088	26	17	indexed	index	VERB
american_scientific_journal-2088	26	18	words	word	NOUN
american_scientific_journal-2088	26	19	.	.	PUNCT
american_scientific_journal-2088	27	1	the	the	DET
american_scientific_journal-2088	27	2	semantic	semantic	NOUN
american_scientific_journal-2088	27	3	-	-	PUNCT
american_scientific_journal-2088	27	4	based	base	VERB
american_scientific_journal-2088	27	5	information	information	NOUN
american_scientific_journal-2088	27	6	retrieval	retrieval	NOUN
american_scientific_journal-2088	27	7	system	system	NOUN
american_scientific_journal-2088	27	8	eliminates	eliminate	VERB
american_scientific_journal-2088	27	9	either	either	CCONJ
american_scientific_journal-2088	27	10	the	the	DET
american_scientific_journal-2088	27	11	possibility	possibility	NOUN
american_scientific_journal-2088	27	12	of	of	ADP
american_scientific_journal-2088	27	13	retrieving	retrieve	VERB
american_scientific_journal-2088	27	14	information	information	NOUN
american_scientific_journal-2088	27	15	that	that	PRON
american_scientific_journal-2088	27	16	is	be	AUX
american_scientific_journal-2088	27	17	obtained	obtain	VERB
american_scientific_journal-2088	27	18	due	due	ADP
american_scientific_journal-2088	27	19	to	to	ADP
american_scientific_journal-2088	27	20	the	the	DET
american_scientific_journal-2088	27	21	presence	presence	NOUN
american_scientific_journal-2088	27	22	of	of	ADP
american_scientific_journal-2088	27	23	the	the	DET
american_scientific_journal-2088	27	24	irrelevant	irrelevant	ADJ
american_scientific_journal-2088	27	25	information	information	NOUN
american_scientific_journal-2088	27	26	that	that	PRON
american_scientific_journal-2088	27	27	is	be	AUX
american_scientific_journal-2088	27	28	retrieved	retrieve	VERB
american_scientific_journal-2088	27	29	because	because	SCONJ
american_scientific_journal-2088	27	30	of	of	ADP
american_scientific_journal-2088	27	31	no	no	DET
american_scientific_journal-2088	27	32	provision	provision	NOUN
american_scientific_journal-2088	27	33	of	of	ADP
american_scientific_journal-2088	27	34	the	the	DET
american_scientific_journal-2088	27	35	correct	correct	ADJ
american_scientific_journal-2088	27	36	sense	sense	NOUN
american_scientific_journal-2088	27	37	of	of	ADP
american_scientific_journal-2088	27	38	the	the	DET
american_scientific_journal-2088	27	39	word	word	NOUN
american_scientific_journal-2088	27	40	in	in	ADP
american_scientific_journal-2088	27	41	the	the	DET
american_scientific_journal-2088	27	42	searching	searching	NOUN
american_scientific_journal-2088	27	43	process	process	NOUN
american_scientific_journal-2088	27	44	[	[	X
american_scientific_journal-2088	27	45	5	5	NUM
american_scientific_journal-2088	27	46	]	]	PUNCT
american_scientific_journal-2088	27	47	.	.	PUNCT
american_scientific_journal-2088	28	1	wsd	wsd	PROPN
american_scientific_journal-2088	28	2	approaches	approach	NOUN
american_scientific_journal-2088	28	3	can	can	AUX
american_scientific_journal-2088	28	4	be	be	AUX
american_scientific_journal-2088	28	5	broadly	broadly	ADV
american_scientific_journal-2088	28	6	classified	classify	VERB
american_scientific_journal-2088	28	7	into	into	ADP
american_scientific_journal-2088	28	8	three	three	NUM
american_scientific_journal-2088	28	9	categories	category	NOUN
american_scientific_journal-2088	28	10	.	.	PUNCT
american_scientific_journal-2088	29	1	they	they	PRON
american_scientific_journal-2088	29	2	are	be	AUX
american_scientific_journal-2088	29	3	supervised	supervised	ADJ
american_scientific_journal-2088	29	4	approaches	approach	NOUN
american_scientific_journal-2088	29	5	,	,	PUNCT
american_scientific_journal-2088	29	6	semisupervised	semisupervise	VERB
american_scientific_journal-2088	29	7	approaches	approach	NOUN
american_scientific_journal-2088	29	8	and	and	CCONJ
american_scientific_journal-2088	29	9	unsupervised	unsupervised	ADJ
american_scientific_journal-2088	29	10	approaches	approach	NOUN
american_scientific_journal-2088	29	11	.	.	PUNCT
american_scientific_journal-2088	30	1	the	the	DET
american_scientific_journal-2088	30	2	supervised	supervised	ADJ
american_scientific_journal-2088	30	3	approaches	approach	NOUN
american_scientific_journal-2088	30	4	use	use	VERB
american_scientific_journal-2088	30	5	the	the	DET
american_scientific_journal-2088	30	6	machine	machine	NOUN
american_scientific_journal-2088	30	7	-	-	PUNCT
american_scientific_journal-2088	30	8	learning	learn	VERB
american_scientific_journal-2088	30	9	and	and	CCONJ
american_scientific_journal-2088	30	10	data	datum	NOUN
american_scientific_journal-2088	30	11	mining	mining	NOUN
american_scientific_journal-2088	30	12	techniques	technique	NOUN
american_scientific_journal-2088	30	13	to	to	PART
american_scientific_journal-2088	30	14	train	train	VERB
american_scientific_journal-2088	30	15	a	a	DET
american_scientific_journal-2088	30	16	classifier	classifier	NOUN
american_scientific_journal-2088	30	17	from	from	ADP
american_scientific_journal-2088	30	18	the	the	DET
american_scientific_journal-2088	30	19	sense	sense	NOUN
american_scientific_journal-2088	30	20	-	-	PUNCT
american_scientific_journal-2088	30	21	tagged	tag	VERB
american_scientific_journal-2088	30	22	corpora	corpus	NOUN
american_scientific_journal-2088	30	23	.	.	PUNCT
american_scientific_journal-2088	31	1	the	the	DET
american_scientific_journal-2088	31	2	success	success	NOUN
american_scientific_journal-2088	31	3	of	of	ADP
american_scientific_journal-2088	31	4	supervised	supervised	ADJ
american_scientific_journal-2088	31	5	learning	learning	NOUN
american_scientific_journal-2088	31	6	approaches	approach	NOUN
american_scientific_journal-2088	31	7	to	to	ADP
american_scientific_journal-2088	31	8	word	word	NOUN
american_scientific_journal-2088	31	9	sense	sense	NOUN
american_scientific_journal-2088	31	10	disambiguation	disambiguation	NOUN
american_scientific_journal-2088	31	11	is	be	AUX
american_scientific_journal-2088	31	12	largely	largely	ADV
american_scientific_journal-2088	31	13	dependent	dependent	ADJ
american_scientific_journal-2088	31	14	on	on	ADP
american_scientific_journal-2088	31	15	the	the	DET
american_scientific_journal-2088	31	16	features	feature	NOUN
american_scientific_journal-2088	31	17	used	use	VERB
american_scientific_journal-2088	31	18	to	to	PART
american_scientific_journal-2088	31	19	represent	represent	VERB
american_scientific_journal-2088	31	20	the	the	DET
american_scientific_journal-2088	31	21	context	context	NOUN
american_scientific_journal-2088	31	22	in	in	ADP
american_scientific_journal-2088	31	23	which	which	PRON
american_scientific_journal-2088	31	24	an	an	DET
american_scientific_journal-2088	31	25	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	31	26	word	word	NOUN
american_scientific_journal-2088	31	27	occurs	occur	VERB
american_scientific_journal-2088	31	28	[	[	PUNCT
american_scientific_journal-2088	31	29	6,7	6,7	NUM
american_scientific_journal-2088	31	30	]	]	PUNCT
american_scientific_journal-2088	31	31	.	.	PUNCT
american_scientific_journal-2088	32	1	the	the	DET
american_scientific_journal-2088	32	2	unsupervised	unsupervised	ADJ
american_scientific_journal-2088	32	3	approaches	approach	NOUN
american_scientific_journal-2088	32	4	do	do	AUX
american_scientific_journal-2088	32	5	not	not	PART
american_scientific_journal-2088	32	6	use	use	VERB
american_scientific_journal-2088	32	7	a	a	DET
american_scientific_journal-2088	32	8	training	training	NOUN
american_scientific_journal-2088	32	9	corpus	corpus	NOUN
american_scientific_journal-2088	32	10	and	and	CCONJ
american_scientific_journal-2088	32	11	are	be	AUX
american_scientific_journal-2088	32	12	based	base	VERB
american_scientific_journal-2088	32	13	on	on	ADP
american_scientific_journal-2088	32	14	the	the	DET
american_scientific_journal-2088	32	15	unlabelled	unlabelled	PROPN
american_scientific_journal-2088	32	16	corpora	corpora	PROPN
american_scientific_journal-2088	32	17	.	.	PUNCT
american_scientific_journal-2088	33	1	the	the	DET
american_scientific_journal-2088	33	2	semi	semi	ADJ
american_scientific_journal-2088	33	3	-	-	ADJ
american_scientific_journal-2088	33	4	supervised	supervised	ADJ
american_scientific_journal-2088	33	5	approaches	approach	NOUN
american_scientific_journal-2088	33	6	are	be	AUX
american_scientific_journal-2088	33	7	the	the	DET
american_scientific_journal-2088	33	8	hybrid	hybrid	NOUN
american_scientific_journal-2088	33	9	of	of	ADP
american_scientific_journal-2088	33	10	the	the	DET
american_scientific_journal-2088	33	11	two	two	NUM
american_scientific_journal-2088	33	12	other	other	ADJ
american_scientific_journal-2088	33	13	categories	category	NOUN
american_scientific_journal-2088	33	14	.	.	PUNCT
american_scientific_journal-2088	34	1	this	this	DET
american_scientific_journal-2088	34	2	system	system	NOUN
american_scientific_journal-2088	34	3	is	be	AUX
american_scientific_journal-2088	34	4	based	base	VERB
american_scientific_journal-2088	34	5	on	on	ADP
american_scientific_journal-2088	34	6	knn	knn	PROPN
american_scientific_journal-2088	34	7	classifier	classifier	PROPN
american_scientific_journal-2088	34	8	in	in	ADP
american_scientific_journal-2088	34	9	the	the	DET
american_scientific_journal-2088	34	10	supervised	supervised	ADJ
american_scientific_journal-2088	34	11	learning	learn	VERB
american_scientific_journal-2088	34	12	wsd	wsd	PROPN
american_scientific_journal-2088	34	13	method	method	NOUN
american_scientific_journal-2088	34	14	.	.	PUNCT
american_scientific_journal-2088	35	1	knn	knn	PROPN
american_scientific_journal-2088	35	2	is	be	AUX
american_scientific_journal-2088	35	3	a	a	DET
american_scientific_journal-2088	35	4	supervised	supervised	ADJ
american_scientific_journal-2088	35	5	learning	learning	NOUN
american_scientific_journal-2088	35	6	approach	approach	NOUN
american_scientific_journal-2088	35	7	in	in	ADP
american_scientific_journal-2088	35	8	which	which	PRON
american_scientific_journal-2088	35	9	the	the	DET
american_scientific_journal-2088	35	10	classification	classification	NOUN
american_scientific_journal-2088	35	11	is	be	AUX
american_scientific_journal-2088	35	12	accomplished	accomplish	VERB
american_scientific_journal-2088	35	13	by	by	ADP
american_scientific_journal-2088	35	14	comparing	compare	VERB
american_scientific_journal-2088	35	15	a	a	DET
american_scientific_journal-2088	35	16	given	give	VERB
american_scientific_journal-2088	35	17	test	test	NOUN
american_scientific_journal-2088	35	18	vector	vector	NOUN
american_scientific_journal-2088	35	19	with	with	ADP
american_scientific_journal-2088	35	20	training	training	NOUN
american_scientific_journal-2088	35	21	vector	vector	NOUN
american_scientific_journal-2088	35	22	that	that	PRON
american_scientific_journal-2088	35	23	are	be	AUX
american_scientific_journal-2088	35	24	similar	similar	ADJ
american_scientific_journal-2088	35	25	to	to	ADP
american_scientific_journal-2088	35	26	it	it	PRON
american_scientific_journal-2088	35	27	.	.	PUNCT
american_scientific_journal-2088	36	1	when	when	SCONJ
american_scientific_journal-2088	36	2	an	an	DET
american_scientific_journal-2088	36	3	unknown	unknown	ADJ
american_scientific_journal-2088	36	4	vector	vector	NOUN
american_scientific_journal-2088	36	5	is	be	AUX
american_scientific_journal-2088	36	6	introduced	introduce	VERB
american_scientific_journal-2088	36	7	,	,	PUNCT
american_scientific_journal-2088	36	8	the	the	DET
american_scientific_journal-2088	36	9	k	k	PROPN
american_scientific_journal-2088	36	10	-	-	PUNCT
american_scientific_journal-2088	36	11	nn	nn	PROPN
american_scientific_journal-2088	36	12	classifier	classifier	NOUN
american_scientific_journal-2088	36	13	finds	find	VERB
american_scientific_journal-2088	36	14	k	k	ADP
american_scientific_journal-2088	36	15	most	most	ADV
american_scientific_journal-2088	36	16	similar	similar	ADJ
american_scientific_journal-2088	36	17	training	training	NOUN
american_scientific_journal-2088	36	18	vectors	vector	NOUN
american_scientific_journal-2088	36	19	that	that	PRON
american_scientific_journal-2088	36	20	are	be	AUX
american_scientific_journal-2088	36	21	closest	close	ADJ
american_scientific_journal-2088	36	22	to	to	ADP
american_scientific_journal-2088	36	23	the	the	DET
american_scientific_journal-2088	36	24	unknown	unknown	ADJ
american_scientific_journal-2088	36	25	vector	vector	NOUN
american_scientific_journal-2088	36	26	.	.	PUNCT
american_scientific_journal-2088	37	1	these	these	DET
american_scientific_journal-2088	37	2	k	k	PROPN
american_scientific_journal-2088	37	3	training	training	NOUN
american_scientific_journal-2088	37	4	records	record	NOUN
american_scientific_journal-2088	37	5	are	be	AUX
american_scientific_journal-2088	37	6	the	the	DET
american_scientific_journal-2088	37	7	k	k	PROPN
american_scientific_journal-2088	37	8	-	-	PUNCT
american_scientific_journal-2088	37	9	nearest	near	ADJ
american_scientific_journal-2088	37	10	neighbor	neighbor	NOUN
american_scientific_journal-2088	37	11	of	of	ADP
american_scientific_journal-2088	37	12	the	the	DET
american_scientific_journal-2088	37	13	unknown	unknown	ADJ
american_scientific_journal-2088	37	14	vector	vector	NOUN
american_scientific_journal-2088	37	15	.	.	PUNCT
american_scientific_journal-2088	38	1	this	this	DET
american_scientific_journal-2088	38	2	classifier	classifier	NOUN
american_scientific_journal-2088	38	3	determines	determine	VERB
american_scientific_journal-2088	38	4	the	the	DET
american_scientific_journal-2088	38	5	label	label	NOUN
american_scientific_journal-2088	38	6	of	of	ADP
american_scientific_journal-2088	38	7	the	the	DET
american_scientific_journal-2088	38	8	unknown	unknown	ADJ
american_scientific_journal-2088	38	9	vector	vector	NOUN
american_scientific_journal-2088	38	10	by	by	ADP
american_scientific_journal-2088	38	11	using	use	VERB
american_scientific_journal-2088	38	12	its	its	PRON
american_scientific_journal-2088	38	13	k	k	PROPN
american_scientific_journal-2088	38	14	nearest	near	ADJ
american_scientific_journal-2088	38	15	neighbors	neighbor	NOUN
american_scientific_journal-2088	38	16	.	.	PUNCT
american_scientific_journal-2088	39	1	this	this	DET
american_scientific_journal-2088	39	2	system	system	NOUN
american_scientific_journal-2088	39	3	provides	provide	VERB
american_scientific_journal-2088	39	4	additional	additional	ADJ
american_scientific_journal-2088	39	5	semantics	semantic	NOUN
american_scientific_journal-2088	39	6	as	as	ADP
american_scientific_journal-2088	39	7	conceptually	conceptually	ADV
american_scientific_journal-2088	39	8	related	relate	VERB
american_scientific_journal-2088	39	9	words	word	NOUN
american_scientific_journal-2088	39	10	with	with	ADP
american_scientific_journal-2088	39	11	the	the	DET
american_scientific_journal-2088	39	12	help	help	NOUN
american_scientific_journal-2088	39	13	of	of	ADP
american_scientific_journal-2088	39	14	glosses	gloss	NOUN
american_scientific_journal-2088	39	15	to	to	ADP
american_scientific_journal-2088	39	16	each	each	DET
american_scientific_journal-2088	39	17	keyword	keyword	NOUN
american_scientific_journal-2088	39	18	in	in	ADP
american_scientific_journal-2088	39	19	the	the	DET
american_scientific_journal-2088	39	20	query	query	NOUN
american_scientific_journal-2088	39	21	by	by	ADP
american_scientific_journal-2088	39	22	disambiguating	disambiguate	VERB
american_scientific_journal-2088	39	23	their	their	PRON
american_scientific_journal-2088	39	24	meanings	meaning	NOUN
american_scientific_journal-2088	39	25	[	[	X
american_scientific_journal-2088	39	26	8	8	NUM
american_scientific_journal-2088	39	27	]	]	PUNCT
american_scientific_journal-2088	39	28	.	.	PUNCT
american_scientific_journal-2088	40	1	this	this	DET
american_scientific_journal-2088	40	2	system	system	NOUN
american_scientific_journal-2088	40	3	uses	use	VERB
american_scientific_journal-2088	40	4	the	the	DET
american_scientific_journal-2088	40	5	wordnet	wordnet	NOUN
american_scientific_journal-2088	40	6	and	and	CCONJ
american_scientific_journal-2088	40	7	english	english	PROPN
american_scientific_journal-2088	40	8	corpus	corpus	NOUN
american_scientific_journal-2088	40	9	as	as	ADP
american_scientific_journal-2088	40	10	the	the	DET
american_scientific_journal-2088	40	11	lexical	lexical	ADJ
american_scientific_journal-2088	40	12	resources	resource	NOUN
american_scientific_journal-2088	40	13	that	that	PRON
american_scientific_journal-2088	40	14	encode	encode	ADJ
american_scientific_journal-2088	40	15	concepts	concept	NOUN
american_scientific_journal-2088	40	16	of	of	ADP
american_scientific_journal-2088	40	17	each	each	DET
american_scientific_journal-2088	40	18	term	term	NOUN
american_scientific_journal-2088	40	19	.	.	PUNCT
american_scientific_journal-2088	41	1	wordnet	wordnet	NOUN
american_scientific_journal-2088	41	2	is	be	AUX
american_scientific_journal-2088	41	3	also	also	ADV
american_scientific_journal-2088	41	4	used	use	VERB
american_scientific_journal-2088	41	5	as	as	ADP
american_scientific_journal-2088	41	6	the	the	DET
american_scientific_journal-2088	41	7	lexical	lexical	ADJ
american_scientific_journal-2088	41	8	resource	resource	NOUN
american_scientific_journal-2088	41	9	to	to	PART
american_scientific_journal-2088	41	10	extract	extract	VERB
american_scientific_journal-2088	41	11	hypernyms	hypernyms	NOUN
american_scientific_journal-2088	41	12	,	,	PUNCT
american_scientific_journal-2088	41	13	hyponyms	hyponym	NOUN
american_scientific_journal-2088	41	14	,	,	PUNCT
american_scientific_journal-2088	41	15	synonyms	synonym	NOUN
american_scientific_journal-2088	41	16	and	and	CCONJ
american_scientific_journal-2088	41	17	gloss	gloss	NOUN
american_scientific_journal-2088	41	18	of	of	ADP
american_scientific_journal-2088	41	19	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	41	20	word	word	NOUN
american_scientific_journal-2088	41	21	[	[	X
american_scientific_journal-2088	41	22	9	9	NUM
american_scientific_journal-2088	41	23	]	]	PUNCT
american_scientific_journal-2088	41	24	.	.	PUNCT
american_scientific_journal-2088	42	1	in	in	ADP
american_scientific_journal-2088	42	2	this	this	DET
american_scientific_journal-2088	42	3	sense	sense	NOUN
american_scientific_journal-2088	42	4	,	,	PUNCT
american_scientific_journal-2088	42	5	the	the	DET
american_scientific_journal-2088	42	6	cosine	cosine	NOUN
american_scientific_journal-2088	42	7	similarity	similarity	NOUN
american_scientific_journal-2088	42	8	method	method	NOUN
american_scientific_journal-2088	42	9	is	be	AUX
american_scientific_journal-2088	42	10	used	use	VERB
american_scientific_journal-2088	42	11	to	to	PART
american_scientific_journal-2088	42	12	choose	choose	VERB
american_scientific_journal-2088	42	13	the	the	DET
american_scientific_journal-2088	42	14	correct	correct	ADJ
american_scientific_journal-2088	42	15	sense	sense	NOUN
american_scientific_journal-2088	42	16	that	that	PRON
american_scientific_journal-2088	42	17	is	be	AUX
american_scientific_journal-2088	42	18	relevant	relevant	ADJ
american_scientific_journal-2088	42	19	to	to	ADP
american_scientific_journal-2088	42	20	the	the	DET
american_scientific_journal-2088	42	21	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	42	22	word	word	NOUN
american_scientific_journal-2088	42	23	in	in	ADP
american_scientific_journal-2088	42	24	knn	knn	PROPN
american_scientific_journal-2088	42	25	and	and	CCONJ
american_scientific_journal-2088	42	26	produce	produce	VERB
american_scientific_journal-2088	42	27	the	the	DET
american_scientific_journal-2088	42	28	relevant	relevant	ADJ
american_scientific_journal-2088	42	29	document	document	NOUN
american_scientific_journal-2088	42	30	in	in	ADP
american_scientific_journal-2088	42	31	vector	vector	NOUN
american_scientific_journal-2088	42	32	space	space	NOUN
american_scientific_journal-2088	42	33	model	model	NOUN
american_scientific_journal-2088	42	34	that	that	PRON
american_scientific_journal-2088	42	35	is	be	AUX
american_scientific_journal-2088	42	36	relevant	relevant	ADJ
american_scientific_journal-2088	42	37	to	to	ADP
american_scientific_journal-2088	42	38	the	the	DET
american_scientific_journal-2088	42	39	user	user	NOUN
american_scientific_journal-2088	42	40	query	query	NOUN
american_scientific_journal-2088	42	41	by	by	ADP
american_scientific_journal-2088	42	42	calculating	calculate	VERB
american_scientific_journal-2088	42	43	the	the	DET
american_scientific_journal-2088	42	44	similarity	similarity	NOUN
american_scientific_journal-2088	43	1	[	[	X
american_scientific_journal-2088	43	2	11	11	NUM
american_scientific_journal-2088	43	3	]	]	PUNCT
american_scientific_journal-2088	43	4	.	.	PUNCT
american_scientific_journal-2088	44	1	in	in	ADP
american_scientific_journal-2088	44	2	the	the	DET
american_scientific_journal-2088	44	3	cosine	cosine	NOUN
american_scientific_journal-2088	44	4	similarity	similarity	NOUN
american_scientific_journal-2088	44	5	,	,	PUNCT
american_scientific_journal-2088	44	6	the	the	DET
american_scientific_journal-2088	44	7	term	term	NOUN
american_scientific_journal-2088	44	8	frequency	frequency	NOUN
american_scientific_journal-2088	44	9	and	and	CCONJ
american_scientific_journal-2088	44	10	inverse	inverse	NOUN
american_scientific_journal-2088	44	11	document	document	NOUN
american_scientific_journal-2088	44	12	frequency	frequency	NOUN
american_scientific_journal-2088	44	13	(	(	PUNCT
american_scientific_journal-2088	44	14	tf	tf	PROPN
american_scientific_journal-2088	44	15	-	-	PUNCT
american_scientific_journal-2088	44	16	idf	idf	NOUN
american_scientific_journal-2088	44	17	)	)	PUNCT
american_scientific_journal-2088	44	18	scheme	scheme	NOUN
american_scientific_journal-2088	44	19	is	be	AUX
american_scientific_journal-2088	44	20	used	use	VERB
american_scientific_journal-2088	44	21	for	for	ADP
american_scientific_journal-2088	44	22	calculating	calculate	VERB
american_scientific_journal-2088	44	23	the	the	DET
american_scientific_journal-2088	44	24	weight	weight	NOUN
american_scientific_journal-2088	44	25	of	of	ADP
american_scientific_journal-2088	44	26	each	each	DET
american_scientific_journal-2088	44	27	word	word	NOUN
american_scientific_journal-2088	44	28	.	.	PUNCT
american_scientific_journal-2088	45	1	the	the	DET
american_scientific_journal-2088	45	2	original	original	ADJ
american_scientific_journal-2088	45	3	idf	idf	NOUN
american_scientific_journal-2088	45	4	eliminates	eliminate	VERB
american_scientific_journal-2088	45	5	the	the	DET
american_scientific_journal-2088	45	6	related	related	ADJ
american_scientific_journal-2088	45	7	senses	sense	NOUN
american_scientific_journal-2088	45	8	.	.	PUNCT
american_scientific_journal-2088	46	1	american	american	ADJ
american_scientific_journal-2088	46	2	scientific	scientific	ADJ
american_scientific_journal-2088	46	3	research	research	PROPN
american_scientific_journal-2088	46	4	journal	journal	NOUN
american_scientific_journal-2088	46	5	for	for	ADP
american_scientific_journal-2088	46	6	engineering	engineering	NOUN
american_scientific_journal-2088	46	7	,	,	PUNCT
american_scientific_journal-2088	46	8	technology	technology	NOUN
american_scientific_journal-2088	46	9	,	,	PUNCT
american_scientific_journal-2088	46	10	and	and	CCONJ
american_scientific_journal-2088	46	11	sciences	science	NOUN
american_scientific_journal-2088	46	12	(	(	PUNCT
american_scientific_journal-2088	46	13	asrjets	asrjet	NOUN
american_scientific_journal-2088	46	14	)	)	PUNCT
american_scientific_journal-2088	46	15	(	(	PUNCT
american_scientific_journal-2088	46	16	2016	2016	NUM
american_scientific_journal-2088	46	17	)	)	PUNCT
american_scientific_journal-2088	46	18	volume	volume	NOUN
american_scientific_journal-2088	46	19	25	25	NUM
american_scientific_journal-2088	46	20	,	,	PUNCT
american_scientific_journal-2088	46	21	no	no	DET
american_scientific_journal-2088	46	22	1	1	NUM
american_scientific_journal-2088	46	23	,	,	PUNCT
american_scientific_journal-2088	46	24	pp	pp	ADV
american_scientific_journal-2088	46	25	256	256	NUM
american_scientific_journal-2088	46	26	-	-	SYM
american_scientific_journal-2088	46	27	269	269	NUM
american_scientific_journal-2088	46	28	258	258	NUM
american_scientific_journal-2088	46	29	so	so	ADV
american_scientific_journal-2088	46	30	,	,	PUNCT
american_scientific_journal-2088	46	31	modified	modify	VERB
american_scientific_journal-2088	46	32	tf	tf	PROPN
american_scientific_journal-2088	46	33	-	-	PUNCT
american_scientific_journal-2088	46	34	idf	idf	PROPN
american_scientific_journal-2088	46	35	scheme	scheme	NOUN
american_scientific_journal-2088	46	36	is	be	AUX
american_scientific_journal-2088	46	37	proposed	propose	VERB
american_scientific_journal-2088	46	38	to	to	PART
american_scientific_journal-2088	46	39	solve	solve	VERB
american_scientific_journal-2088	46	40	no	no	DET
american_scientific_journal-2088	46	41	relevant	relevant	ADJ
american_scientific_journal-2088	46	42	problems	problem	NOUN
american_scientific_journal-2088	46	43	for	for	ADP
american_scientific_journal-2088	46	44	the	the	DET
american_scientific_journal-2088	46	45	semantic	semantic	NOUN
american_scientific_journal-2088	46	46	-	-	PUNCT
american_scientific_journal-2088	46	47	based	base	VERB
american_scientific_journal-2088	46	48	ir	ir	NOUN
american_scientific_journal-2088	46	49	system	system	NOUN
american_scientific_journal-2088	46	50	.	.	PUNCT
american_scientific_journal-2088	47	1	the	the	DET
american_scientific_journal-2088	47	2	proposed	propose	VERB
american_scientific_journal-2088	47	3	scheme	scheme	NOUN
american_scientific_journal-2088	47	4	is	be	AUX
american_scientific_journal-2088	47	5	based	base	VERB
american_scientific_journal-2088	47	6	on	on	ADP
american_scientific_journal-2088	47	7	the	the	DET
american_scientific_journal-2088	47	8	k	k	PROPN
american_scientific_journal-2088	47	9	-	-	PUNCT
american_scientific_journal-2088	47	10	nearest	near	ADJ
american_scientific_journal-2088	47	11	neighbor	neighbor	NOUN
american_scientific_journal-2088	47	12	(	(	PUNCT
american_scientific_journal-2088	47	13	k	k	PROPN
american_scientific_journal-2088	47	14	-	-	PUNCT
american_scientific_journal-2088	47	15	nn	nn	ADJ
american_scientific_journal-2088	47	16	)	)	PUNCT
american_scientific_journal-2088	47	17	method	method	NOUN
american_scientific_journal-2088	47	18	in	in	ADP
american_scientific_journal-2088	47	19	wsd	wsd	PROPN
american_scientific_journal-2088	47	20	approach	approach	NOUN
american_scientific_journal-2088	47	21	and	and	CCONJ
american_scientific_journal-2088	47	22	vector	vector	NOUN
american_scientific_journal-2088	47	23	space	space	NOUN
american_scientific_journal-2088	47	24	model	model	NOUN
american_scientific_journal-2088	47	25	in	in	ADP
american_scientific_journal-2088	47	26	ir	ir	PROPN
american_scientific_journal-2088	47	27	process	process	NOUN
american_scientific_journal-2088	47	28	.	.	PUNCT
american_scientific_journal-2088	48	1	so	so	ADV
american_scientific_journal-2088	48	2	,	,	PUNCT
american_scientific_journal-2088	48	3	this	this	DET
american_scientific_journal-2088	48	4	system	system	NOUN
american_scientific_journal-2088	48	5	provides	provide	VERB
american_scientific_journal-2088	48	6	the	the	DET
american_scientific_journal-2088	48	7	effectiveness	effectiveness	NOUN
american_scientific_journal-2088	48	8	of	of	ADP
american_scientific_journal-2088	48	9	both	both	DET
american_scientific_journal-2088	48	10	knn	knn	PROPN
american_scientific_journal-2088	48	11	classifier	classifier	PROPN
american_scientific_journal-2088	48	12	based	base	VERB
american_scientific_journal-2088	48	13	wsd	wsd	PROPN
american_scientific_journal-2088	48	14	method	method	NOUN
american_scientific_journal-2088	48	15	and	and	CCONJ
american_scientific_journal-2088	48	16	semantic	semantic	NOUN
american_scientific_journal-2088	48	17	-	-	PUNCT
american_scientific_journal-2088	48	18	based	base	VERB
american_scientific_journal-2088	48	19	ir	ir	NOUN
american_scientific_journal-2088	48	20	system	system	NOUN
american_scientific_journal-2088	48	21	with	with	ADP
american_scientific_journal-2088	48	22	modified	modified	ADJ
american_scientific_journal-2088	48	23	idf	idf	PROPN
american_scientific_journal-2088	48	24	.	.	PUNCT
american_scientific_journal-2088	49	1	the	the	DET
american_scientific_journal-2088	49	2	rest	rest	NOUN
american_scientific_journal-2088	49	3	of	of	ADP
american_scientific_journal-2088	49	4	the	the	DET
american_scientific_journal-2088	49	5	paper	paper	NOUN
american_scientific_journal-2088	49	6	is	be	AUX
american_scientific_journal-2088	49	7	organized	organize	VERB
american_scientific_journal-2088	49	8	as	as	SCONJ
american_scientific_journal-2088	49	9	follows	follow	VERB
american_scientific_journal-2088	49	10	:	:	PUNCT
american_scientific_journal-2088	49	11	section	section	NOUN
american_scientific_journal-2088	49	12	2	2	NUM
american_scientific_journal-2088	49	13	describes	describe	VERB
american_scientific_journal-2088	49	14	the	the	DET
american_scientific_journal-2088	49	15	explanation	explanation	NOUN
american_scientific_journal-2088	49	16	of	of	ADP
american_scientific_journal-2088	49	17	the	the	DET
american_scientific_journal-2088	49	18	system	system	NOUN
american_scientific_journal-2088	49	19	with	with	ADP
american_scientific_journal-2088	49	20	the	the	DET
american_scientific_journal-2088	49	21	original	original	ADJ
american_scientific_journal-2088	49	22	tf	tf	PROPN
american_scientific_journal-2088	49	23	-	-	PUNCT
american_scientific_journal-2088	49	24	idf	idf	PROPN
american_scientific_journal-2088	49	25	method	method	NOUN
american_scientific_journal-2088	49	26	,	,	PUNCT
american_scientific_journal-2088	49	27	modified	modify	VERB
american_scientific_journal-2088	49	28	tf	tf	PROPN
american_scientific_journal-2088	49	29	-	-	PUNCT
american_scientific_journal-2088	49	30	idf	idf	PROPN
american_scientific_journal-2088	49	31	method	method	NOUN
american_scientific_journal-2088	49	32	and	and	CCONJ
american_scientific_journal-2088	49	33	experimental	experimental	ADJ
american_scientific_journal-2088	49	34	results	result	NOUN
american_scientific_journal-2088	49	35	.	.	PUNCT
american_scientific_journal-2088	50	1	finally	finally	ADV
american_scientific_journal-2088	50	2	,	,	PUNCT
american_scientific_journal-2088	50	3	conclusion	conclusion	NOUN
american_scientific_journal-2088	50	4	is	be	AUX
american_scientific_journal-2088	50	5	given	give	VERB
american_scientific_journal-2088	50	6	in	in	ADP
american_scientific_journal-2088	50	7	section	section	NOUN
american_scientific_journal-2088	50	8	3	3	NUM
american_scientific_journal-2088	50	9	.	.	NOUN
american_scientific_journal-2088	50	10	2	2	NUM
american_scientific_journal-2088	50	11	.	.	X
american_scientific_journal-2088	50	12	semantic	semantic	ADJ
american_scientific_journal-2088	50	13	based	base	VERB
american_scientific_journal-2088	50	14	information	information	NOUN
american_scientific_journal-2088	50	15	retrieval	retrieval	NOUN
american_scientific_journal-2088	50	16	system	system	NOUN
american_scientific_journal-2088	50	17	in	in	ADP
american_scientific_journal-2088	50	18	the	the	DET
american_scientific_journal-2088	50	19	semantic	semantic	ADJ
american_scientific_journal-2088	50	20	based	base	VERB
american_scientific_journal-2088	50	21	information	information	NOUN
american_scientific_journal-2088	50	22	retrieval	retrieval	NOUN
american_scientific_journal-2088	50	23	system	system	NOUN
american_scientific_journal-2088	50	24	,	,	PUNCT
american_scientific_journal-2088	50	25	the	the	DET
american_scientific_journal-2088	50	26	knn	knn	PROPN
american_scientific_journal-2088	50	27	classifier	classifier	PROPN
american_scientific_journal-2088	50	28	,	,	PUNCT
american_scientific_journal-2088	50	29	cosine	cosine	NOUN
american_scientific_journal-2088	50	30	similarity	similarity	NOUN
american_scientific_journal-2088	50	31	method	method	NOUN
american_scientific_journal-2088	50	32	,	,	PUNCT
american_scientific_journal-2088	50	33	tf	tf	PROPN
american_scientific_journal-2088	50	34	-	-	PUNCT
american_scientific_journal-2088	50	35	idf	idf	PROPN
american_scientific_journal-2088	50	36	weighting	weighting	NOUN
american_scientific_journal-2088	50	37	scheme	scheme	NOUN
american_scientific_journal-2088	50	38	,	,	PUNCT
american_scientific_journal-2088	50	39	english	english	ADJ
american_scientific_journal-2088	50	40	corpus	corpus	PROPN
american_scientific_journal-2088	50	41	and	and	CCONJ
american_scientific_journal-2088	50	42	wordnet	wordnet	NOUN
american_scientific_journal-2088	50	43	are	be	AUX
american_scientific_journal-2088	50	44	used	use	VERB
american_scientific_journal-2088	50	45	for	for	ADP
american_scientific_journal-2088	50	46	word	word	NOUN
american_scientific_journal-2088	50	47	sense	sense	NOUN
american_scientific_journal-2088	50	48	disambiguation	disambiguation	NOUN
american_scientific_journal-2088	50	49	process	process	NOUN
american_scientific_journal-2088	50	50	.	.	PUNCT
american_scientific_journal-2088	51	1	to	to	PART
american_scientific_journal-2088	51	2	search	search	VERB
american_scientific_journal-2088	51	3	the	the	DET
american_scientific_journal-2088	51	4	similarity	similarity	NOUN
american_scientific_journal-2088	51	5	between	between	ADP
american_scientific_journal-2088	51	6	the	the	DET
american_scientific_journal-2088	51	7	user	user	NOUN
american_scientific_journal-2088	51	8	query	query	NOUN
american_scientific_journal-2088	51	9	or	or	CCONJ
american_scientific_journal-2088	51	10	the	the	DET
american_scientific_journal-2088	51	11	testing	testing	NOUN
american_scientific_journal-2088	51	12	vector	vector	NOUN
american_scientific_journal-2088	51	13	and	and	CCONJ
american_scientific_journal-2088	51	14	the	the	DET
american_scientific_journal-2088	51	15	gloss	gloss	NOUN
american_scientific_journal-2088	51	16	of	of	ADP
american_scientific_journal-2088	51	17	each	each	DET
american_scientific_journal-2088	51	18	sense	sense	NOUN
american_scientific_journal-2088	51	19	or	or	CCONJ
american_scientific_journal-2088	51	20	the	the	DET
american_scientific_journal-2088	51	21	training	training	NOUN
american_scientific_journal-2088	51	22	vector	vector	NOUN
american_scientific_journal-2088	51	23	,	,	PUNCT
american_scientific_journal-2088	51	24	this	this	DET
american_scientific_journal-2088	51	25	system	system	NOUN
american_scientific_journal-2088	51	26	uses	use	VERB
american_scientific_journal-2088	51	27	the	the	DET
american_scientific_journal-2088	51	28	cosine	cosine	NOUN
american_scientific_journal-2088	51	29	similarity	similarity	NOUN
american_scientific_journal-2088	51	30	method	method	NOUN
american_scientific_journal-2088	51	31	and	and	CCONJ
american_scientific_journal-2088	51	32	tf	tf	PROPN
american_scientific_journal-2088	51	33	-	-	PUNCT
american_scientific_journal-2088	51	34	idf	idf	PROPN
american_scientific_journal-2088	51	35	weighting	weighting	NOUN
american_scientific_journal-2088	51	36	scheme	scheme	NOUN
american_scientific_journal-2088	51	37	.	.	PUNCT
american_scientific_journal-2088	52	1	for	for	ADP
american_scientific_journal-2088	52	2	retrieval	retrieval	NOUN
american_scientific_journal-2088	52	3	process	process	NOUN
american_scientific_journal-2088	52	4	,	,	PUNCT
american_scientific_journal-2088	52	5	the	the	DET
american_scientific_journal-2088	52	6	vector	vector	NOUN
american_scientific_journal-2088	52	7	space	space	NOUN
american_scientific_journal-2088	52	8	model	model	NOUN
american_scientific_journal-2088	52	9	is	be	AUX
american_scientific_journal-2088	52	10	used	use	VERB
american_scientific_journal-2088	52	11	to	to	PART
american_scientific_journal-2088	52	12	calculate	calculate	VERB
american_scientific_journal-2088	52	13	the	the	DET
american_scientific_journal-2088	52	14	similarity	similarity	NOUN
american_scientific_journal-2088	52	15	in	in	ADP
american_scientific_journal-2088	52	16	which	which	PRON
american_scientific_journal-2088	52	17	the	the	DET
american_scientific_journal-2088	52	18	cosine	cosine	NOUN
american_scientific_journal-2088	52	19	similarity	similarity	NOUN
american_scientific_journal-2088	52	20	method	method	NOUN
american_scientific_journal-2088	52	21	and	and	CCONJ
american_scientific_journal-2088	52	22	tf	tf	PROPN
american_scientific_journal-2088	52	23	-	-	PUNCT
american_scientific_journal-2088	52	24	idf	idf	PROPN
american_scientific_journal-2088	52	25	weighting	weighting	NOUN
american_scientific_journal-2088	52	26	scheme	scheme	NOUN
american_scientific_journal-2088	52	27	is	be	AUX
american_scientific_journal-2088	52	28	also	also	ADV
american_scientific_journal-2088	52	29	used	use	VERB
american_scientific_journal-2088	52	30	to	to	PART
american_scientific_journal-2088	52	31	calculate	calculate	VERB
american_scientific_journal-2088	52	32	the	the	DET
american_scientific_journal-2088	52	33	similarity	similarity	NOUN
american_scientific_journal-2088	52	34	between	between	ADP
american_scientific_journal-2088	52	35	the	the	DET
american_scientific_journal-2088	52	36	disambiguated	disambiguated	ADJ
american_scientific_journal-2088	52	37	query	query	NOUN
american_scientific_journal-2088	52	38	and	and	CCONJ
american_scientific_journal-2088	52	39	documents	document	NOUN
american_scientific_journal-2088	52	40	.	.	PUNCT
american_scientific_journal-2088	53	1	after	after	ADP
american_scientific_journal-2088	53	2	converting	convert	VERB
american_scientific_journal-2088	53	3	each	each	DET
american_scientific_journal-2088	53	4	context	context	NOUN
american_scientific_journal-2088	53	5	to	to	ADP
american_scientific_journal-2088	53	6	a	a	DET
american_scientific_journal-2088	53	7	vector	vector	NOUN
american_scientific_journal-2088	53	8	of	of	ADP
american_scientific_journal-2088	53	9	words	word	NOUN
american_scientific_journal-2088	53	10	,	,	PUNCT
american_scientific_journal-2088	53	11	this	this	DET
american_scientific_journal-2088	53	12	system	system	NOUN
american_scientific_journal-2088	53	13	uses	use	VERB
american_scientific_journal-2088	53	14	the	the	DET
american_scientific_journal-2088	53	15	cosine	cosine	NOUN
american_scientific_journal-2088	53	16	similarity	similarity	NOUN
american_scientific_journal-2088	53	17	method	method	NOUN
american_scientific_journal-2088	53	18	to	to	PART
american_scientific_journal-2088	53	19	measure	measure	VERB
american_scientific_journal-2088	53	20	the	the	DET
american_scientific_journal-2088	53	21	similarity	similarity	NOUN
american_scientific_journal-2088	53	22	between	between	ADP
american_scientific_journal-2088	53	23	a	a	DET
american_scientific_journal-2088	53	24	new	new	ADJ
american_scientific_journal-2088	53	25	context	context	NOUN
american_scientific_journal-2088	53	26	and	and	CCONJ
american_scientific_journal-2088	53	27	each	each	DET
american_scientific_journal-2088	53	28	existing	exist	VERB
american_scientific_journal-2088	53	29	context	context	NOUN
american_scientific_journal-2088	53	30	in	in	ADP
american_scientific_journal-2088	53	31	the	the	DET
american_scientific_journal-2088	53	32	training	training	NOUN
american_scientific_journal-2088	53	33	corpus	corpus	NOUN
american_scientific_journal-2088	53	34	.	.	PUNCT
american_scientific_journal-2088	54	1	the	the	DET
american_scientific_journal-2088	54	2	cosine	cosine	NOUN
american_scientific_journal-2088	54	3	similarity	similarity	NOUN
american_scientific_journal-2088	54	4	between	between	ADP
american_scientific_journal-2088	54	5	training	training	NOUN
american_scientific_journal-2088	54	6	vector	vector	NOUN
american_scientific_journal-2088	54	7	dj	dj	NOUN
american_scientific_journal-2088	54	8	and	and	CCONJ
american_scientific_journal-2088	54	9	testing	test	VERB
american_scientific_journal-2088	54	10	vector	vector	NOUN
american_scientific_journal-2088	54	11	q	q	NOUN
american_scientific_journal-2088	54	12	can	can	AUX
american_scientific_journal-2088	54	13	be	be	AUX
american_scientific_journal-2088	54	14	calculated	calculate	VERB
american_scientific_journal-2088	54	15	as	as	ADP
american_scientific_journal-2088	54	16	the	the	DET
american_scientific_journal-2088	54	17	following	follow	VERB
american_scientific_journal-2088	54	18	equation	equation	NOUN
american_scientific_journal-2088	54	19	.	.	PUNCT
american_scientific_journal-2088	55	1	cosine	cosine	NOUN
american_scientific_journal-2088	55	2	similarity	similarity	NOUN
american_scientific_journal-2088	55	3	between	between	ADP
american_scientific_journal-2088	55	4	two	two	NUM
american_scientific_journal-2088	55	5	typical	typical	ADJ
american_scientific_journal-2088	55	6	vectors	vector	NOUN
american_scientific_journal-2088	55	7	can	can	AUX
american_scientific_journal-2088	55	8	be	be	AUX
american_scientific_journal-2088	55	9	defined	define	VERB
american_scientific_journal-2088	55	10	as	as	ADP
american_scientific_journal-2088	55	11	follow	follow	NOUN
american_scientific_journal-2088	55	12	:	:	PUNCT
american_scientific_journal-2088	55	13	(	(	PUNCT
american_scientific_journal-2088	55	14	1	1	X
american_scientific_journal-2088	55	15	)	)	PUNCT
american_scientific_journal-2088	55	16	where	where	SCONJ
american_scientific_journal-2088	55	17	,	,	PUNCT
american_scientific_journal-2088	55	18	cosine(dj	cosine(dj	PROPN
american_scientific_journal-2088	55	19	,	,	PUNCT
american_scientific_journal-2088	55	20	q	q	NOUN
american_scientific_journal-2088	55	21	)	)	PUNCT
american_scientific_journal-2088	55	22	is	be	AUX
american_scientific_journal-2088	55	23	cosine	cosine	NOUN
american_scientific_journal-2088	55	24	similarity	similarity	NOUN
american_scientific_journal-2088	55	25	between	between	ADP
american_scientific_journal-2088	55	26	training	training	NOUN
american_scientific_journal-2088	55	27	vector	vector	NOUN
american_scientific_journal-2088	55	28	dj	dj	NOUN
american_scientific_journal-2088	55	29	and	and	CCONJ
american_scientific_journal-2088	55	30	testing	test	VERB
american_scientific_journal-2088	55	31	vector	vector	NOUN
american_scientific_journal-2088	55	32	q.	q.	PROPN
american_scientific_journal-2088	55	33	wij	wij	PROPN
american_scientific_journal-2088	55	34	is	be	AUX
american_scientific_journal-2088	55	35	weight	weight	NOUN
american_scientific_journal-2088	55	36	of	of	ADP
american_scientific_journal-2088	55	37	the	the	DET
american_scientific_journal-2088	55	38	term	term	NOUN
american_scientific_journal-2088	55	39	ti	ti	NOUN
american_scientific_journal-2088	55	40	within	within	ADP
american_scientific_journal-2088	55	41	training	training	NOUN
american_scientific_journal-2088	55	42	vector	vector	NOUN
american_scientific_journal-2088	55	43	dj	dj	NOUN
american_scientific_journal-2088	56	1	.	.	PUNCT
american_scientific_journal-2088	56	2	wiq	wiq	NOUN
american_scientific_journal-2088	56	3	is	be	AUX
american_scientific_journal-2088	56	4	weight	weight	NOUN
american_scientific_journal-2088	56	5	of	of	ADP
american_scientific_journal-2088	56	6	the	the	DET
american_scientific_journal-2088	56	7	term	term	NOUN
american_scientific_journal-2088	56	8	ti	ti	NOUN
american_scientific_journal-2088	56	9	within	within	ADP
american_scientific_journal-2088	56	10	testing	testing	NOUN
american_scientific_journal-2088	56	11	vector	vector	NOUN
american_scientific_journal-2088	56	12	q	q	NOUN
american_scientific_journal-2088	57	1	[	[	X
american_scientific_journal-2088	57	2	12	12	NUM
american_scientific_journal-2088	57	3	]	]	PUNCT
american_scientific_journal-2088	57	4	.	.	PUNCT
american_scientific_journal-2088	58	1	a.	a.	PROPN
american_scientific_journal-2088	58	2	original	original	ADJ
american_scientific_journal-2088	58	3	term	term	NOUN
american_scientific_journal-2088	58	4	frequency	frequency	NOUN
american_scientific_journal-2088	58	5	and	and	CCONJ
american_scientific_journal-2088	58	6	inverse	inverse	NOUN
american_scientific_journal-2088	58	7	document	document	NOUN
american_scientific_journal-2088	58	8	frequency	frequency	NOUN
american_scientific_journal-2088	58	9	(	(	PUNCT
american_scientific_journal-2088	58	10	tf	tf	PROPN
american_scientific_journal-2088	58	11	-	-	PUNCT
american_scientific_journal-2088	58	12	idf	idf	NOUN
american_scientific_journal-2088	58	13	)	)	PUNCT
american_scientific_journal-2088	58	14	weighting	weight	VERB
american_scientific_journal-2088	58	15	scheme	scheme	NOUN
american_scientific_journal-2088	58	16	to	to	PART
american_scientific_journal-2088	58	17	calculate	calculate	VERB
american_scientific_journal-2088	58	18	the	the	DET
american_scientific_journal-2088	58	19	weight	weight	NOUN
american_scientific_journal-2088	58	20	of	of	ADP
american_scientific_journal-2088	58	21	each	each	DET
american_scientific_journal-2088	58	22	term	term	NOUN
american_scientific_journal-2088	58	23	in	in	ADP
american_scientific_journal-2088	58	24	the	the	DET
american_scientific_journal-2088	58	25	training	training	NOUN
american_scientific_journal-2088	58	26	vector	vector	NOUN
american_scientific_journal-2088	58	27	and	and	CCONJ
american_scientific_journal-2088	58	28	testing	testing	NOUN
american_scientific_journal-2088	58	29	vector	vector	NOUN
american_scientific_journal-2088	58	30	,	,	PUNCT
american_scientific_journal-2088	58	31	this	this	DET
american_scientific_journal-2088	58	32	system	system	NOUN
american_scientific_journal-2088	58	33	uses	use	VERB
american_scientific_journal-2088	58	34	the	the	DET
american_scientific_journal-2088	58	35	tf	tf	PROPN
american_scientific_journal-2088	58	36	-	-	PUNCT
american_scientific_journal-2088	58	37	idf	idf	PROPN
american_scientific_journal-2088	58	38	weighting	weighting	NOUN
american_scientific_journal-2088	58	39	scheme	scheme	NOUN
american_scientific_journal-2088	58	40	.	.	PUNCT
american_scientific_journal-2088	59	1	the	the	DET
american_scientific_journal-2088	59	2	term	term	NOUN
american_scientific_journal-2088	59	3	frequency	frequency	NOUN
american_scientific_journal-2088	59	4	is	be	AUX
american_scientific_journal-2088	59	5	multiplied	multiply	VERB
american_scientific_journal-2088	59	6	with	with	ADP
american_scientific_journal-2088	59	7	the	the	DET
american_scientific_journal-2088	59	8	inverse	inverse	NOUN
american_scientific_journal-2088	59	9	document	document	NOUN
american_scientific_journal-2088	59	10	frequency	frequency	NOUN
american_scientific_journal-2088	59	11	to	to	PART
american_scientific_journal-2088	59	12	obtain	obtain	VERB
american_scientific_journal-2088	59	13	the	the	DET
american_scientific_journal-2088	59	14	weight	weight	NOUN
american_scientific_journal-2088	59	15	of	of	ADP
american_scientific_journal-2088	59	16	each	each	DET
american_scientific_journal-2088	59	17	term	term	NOUN
american_scientific_journal-2088	59	18	.	.	PUNCT
american_scientific_journal-2088	60	1	the	the	DET
american_scientific_journal-2088	60	2	term	term	NOUN
american_scientific_journal-2088	60	3	frequency	frequency	NOUN
american_scientific_journal-2088	60	4	within	within	ADP
american_scientific_journal-2088	60	5	training	training	NOUN
american_scientific_journal-2088	60	6	vector	vector	NOUN
american_scientific_journal-2088	60	7	is	be	AUX
american_scientific_journal-2088	60	8	as	as	SCONJ
american_scientific_journal-2088	60	9	follows	follow	VERB
american_scientific_journal-2088	60	10	:	:	PUNCT
american_scientific_journal-2088	60	11	(	(	PUNCT
american_scientific_journal-2088	60	12	2	2	X
american_scientific_journal-2088	60	13	)	)	PUNCT
american_scientific_journal-2088	60	14	∑∑	∑∑	NOUN
american_scientific_journal-2088	60	15	∑	∑	PUNCT
american_scientific_journal-2088	60	16	=	=	PUNCT
american_scientific_journal-2088	61	1	=	=	SYM
american_scientific_journal-2088	61	2	=	=	SYM
american_scientific_journal-2088	61	3	×	×	NOUN
american_scientific_journal-2088	61	4	×	×	NOUN
american_scientific_journal-2088	61	5	=	=	PUNCT
american_scientific_journal-2088	61	6	v	v	NOUN
american_scientific_journal-2088	61	7	1i	1i	NOUN
american_scientific_journal-2088	61	8	2	2	NUM
american_scientific_journal-2088	61	9	iq	iq	NOUN
american_scientific_journal-2088	61	10	v	v	NOUN
american_scientific_journal-2088	61	11	1i	1i	NUM
american_scientific_journal-2088	61	12	2	2	NUM
american_scientific_journal-2088	61	13	ij	ij	NOUN
american_scientific_journal-2088	61	14	v	v	NOUN
american_scientific_journal-2088	61	15	1i	1i	NOUN
american_scientific_journal-2088	61	16	iqij	iqij	VERB
american_scientific_journal-2088	61	17	j	j	PROPN
american_scientific_journal-2088	61	18	)	)	PUNCT
american_scientific_journal-2088	61	19	(	(	PUNCT
american_scientific_journal-2088	61	20	w)(w	w)(w	PROPN
american_scientific_journal-2088	61	21	ww	ww	PROPN
american_scientific_journal-2088	61	22	,	,	PUNCT
american_scientific_journal-2088	61	23	q)cosine(d	q)cosine(d	ADJ
american_scientific_journal-2088	61	24	}	}	PUNCT
american_scientific_journal-2088	61	25	,	,	PUNCT
american_scientific_journal-2088	61	26	....	....	PUNCT
american_scientific_journal-2088	61	27	,	,	PUNCT
american_scientific_journal-2088	61	28	f	f	X
american_scientific_journal-2088	61	29	,	,	PUNCT
american_scientific_journal-2088	61	30	fmax{f	fmax{f	VERB
american_scientific_journal-2088	61	31	f	f	NOUN
american_scientific_journal-2088	62	1	tf	tf	NUM
american_scientific_journal-2088	62	2	jv2j1j	jv2j1j	PROPN
american_scientific_journal-2088	62	3	ij	ij	INTJ
american_scientific_journal-2088	63	1	ij	ij	NOUN
american_scientific_journal-2088	63	2	=	=	PUNCT
american_scientific_journal-2088	63	3	american	american	ADJ
american_scientific_journal-2088	63	4	scientific	scientific	ADJ
american_scientific_journal-2088	63	5	research	research	NOUN
american_scientific_journal-2088	63	6	journal	journal	NOUN
american_scientific_journal-2088	63	7	for	for	ADP
american_scientific_journal-2088	63	8	engineering	engineering	NOUN
american_scientific_journal-2088	63	9	,	,	PUNCT
american_scientific_journal-2088	63	10	technology	technology	NOUN
american_scientific_journal-2088	63	11	,	,	PUNCT
american_scientific_journal-2088	63	12	and	and	CCONJ
american_scientific_journal-2088	63	13	sciences	science	NOUN
american_scientific_journal-2088	63	14	(	(	PUNCT
american_scientific_journal-2088	63	15	asrjets	asrjet	NOUN
american_scientific_journal-2088	63	16	)	)	PUNCT
american_scientific_journal-2088	63	17	(	(	PUNCT
american_scientific_journal-2088	63	18	2016	2016	NUM
american_scientific_journal-2088	63	19	)	)	PUNCT
american_scientific_journal-2088	63	20	volume	volume	NOUN
american_scientific_journal-2088	63	21	25	25	NUM
american_scientific_journal-2088	63	22	,	,	PUNCT
american_scientific_journal-2088	63	23	no	no	DET
american_scientific_journal-2088	63	24	1	1	NUM
american_scientific_journal-2088	63	25	,	,	PUNCT
american_scientific_journal-2088	63	26	pp	pp	ADV
american_scientific_journal-2088	63	27	256	256	NUM
american_scientific_journal-2088	63	28	-	-	SYM
american_scientific_journal-2088	63	29	269	269	NUM
american_scientific_journal-2088	63	30	259	259	NUM
american_scientific_journal-2088	63	31	where	where	SCONJ
american_scientific_journal-2088	63	32	,	,	PUNCT
american_scientific_journal-2088	63	33	fij	fij	PROPN
american_scientific_journal-2088	63	34	is	be	AUX
american_scientific_journal-2088	63	35	the	the	DET
american_scientific_journal-2088	63	36	raw	raw	ADJ
american_scientific_journal-2088	63	37	frequency	frequency	NOUN
american_scientific_journal-2088	63	38	count	count	NOUN
american_scientific_journal-2088	63	39	of	of	ADP
american_scientific_journal-2088	63	40	term	term	NOUN
american_scientific_journal-2088	63	41	ti	ti	NOUN
american_scientific_journal-2088	63	42	in	in	ADP
american_scientific_journal-2088	63	43	training	training	NOUN
american_scientific_journal-2088	63	44	vector	vector	NOUN
american_scientific_journal-2088	63	45	dj	dj	NOUN
american_scientific_journal-2088	63	46	and	and	CCONJ
american_scientific_journal-2088	63	47	tfij	tfij	PROPN
american_scientific_journal-2088	63	48	is	be	AUX
american_scientific_journal-2088	63	49	the	the	DET
american_scientific_journal-2088	63	50	normalize	normalize	VERB
american_scientific_journal-2088	63	51	term	term	NOUN
american_scientific_journal-2088	63	52	frequency	frequency	NOUN
american_scientific_journal-2088	63	53	of	of	ADP
american_scientific_journal-2088	63	54	term	term	NOUN
american_scientific_journal-2088	63	55	ti	ti	NOUN
american_scientific_journal-2088	63	56	in	in	ADP
american_scientific_journal-2088	63	57	training	train	VERB
american_scientific_journal-2088	63	58	vector	vector	NOUN
american_scientific_journal-2088	63	59	dj	dj	NOUN
american_scientific_journal-2088	63	60	.	.	PUNCT
american_scientific_journal-2088	64	1	the	the	DET
american_scientific_journal-2088	64	2	original	original	ADJ
american_scientific_journal-2088	64	3	inverse	inverse	NOUN
american_scientific_journal-2088	64	4	document	document	NOUN
american_scientific_journal-2088	64	5	frequency	frequency	NOUN
american_scientific_journal-2088	64	6	(	(	PUNCT
american_scientific_journal-2088	64	7	idf	idf	PROPN
american_scientific_journal-2088	64	8	)	)	PUNCT
american_scientific_journal-2088	64	9	is	be	AUX
american_scientific_journal-2088	64	10	as	as	ADP
american_scientific_journal-2088	64	11	follow	follow	VERB
american_scientific_journal-2088	64	12	:	:	PUNCT
american_scientific_journal-2088	64	13	(	(	PUNCT
american_scientific_journal-2088	64	14	3	3	X
american_scientific_journal-2088	64	15	)	)	PUNCT
american_scientific_journal-2088	64	16	where	where	SCONJ
american_scientific_journal-2088	64	17	,	,	PUNCT
american_scientific_journal-2088	64	18	dfi	dfi	PROPN
american_scientific_journal-2088	64	19	is	be	AUX
american_scientific_journal-2088	64	20	the	the	DET
american_scientific_journal-2088	64	21	number	number	NOUN
american_scientific_journal-2088	64	22	of	of	ADP
american_scientific_journal-2088	64	23	train	train	NOUN
american_scientific_journal-2088	64	24	vectors	vector	NOUN
american_scientific_journal-2088	64	25	in	in	ADP
american_scientific_journal-2088	64	26	which	which	PRON
american_scientific_journal-2088	64	27	term	term	NOUN
american_scientific_journal-2088	64	28	ti	ti	NOUN
american_scientific_journal-2088	64	29	appear	appear	VERB
american_scientific_journal-2088	64	30	.	.	PUNCT
american_scientific_journal-2088	65	1	n	n	PRON
american_scientific_journal-2088	65	2	is	be	AUX
american_scientific_journal-2088	65	3	the	the	DET
american_scientific_journal-2088	65	4	total	total	ADJ
american_scientific_journal-2088	65	5	number	number	NOUN
american_scientific_journal-2088	65	6	of	of	ADP
american_scientific_journal-2088	65	7	train	train	NOUN
american_scientific_journal-2088	65	8	vectors	vector	NOUN
american_scientific_journal-2088	65	9	in	in	ADP
american_scientific_journal-2088	65	10	the	the	DET
american_scientific_journal-2088	65	11	system	system	NOUN
american_scientific_journal-2088	65	12	.	.	PUNCT
american_scientific_journal-2088	66	1	the	the	DET
american_scientific_journal-2088	66	2	idfi	idfi	NOUN
american_scientific_journal-2088	66	3	is	be	AUX
american_scientific_journal-2088	66	4	the	the	DET
american_scientific_journal-2088	66	5	inverse	inverse	ADJ
american_scientific_journal-2088	66	6	document	document	NOUN
american_scientific_journal-2088	66	7	frequency	frequency	NOUN
american_scientific_journal-2088	66	8	of	of	ADP
american_scientific_journal-2088	66	9	term	term	NOUN
american_scientific_journal-2088	66	10	ti	ti	NOUN
american_scientific_journal-2088	66	11	.	.	PUNCT
american_scientific_journal-2088	67	1	the	the	DET
american_scientific_journal-2088	67	2	weight	weight	NOUN
american_scientific_journal-2088	67	3	of	of	ADP
american_scientific_journal-2088	67	4	the	the	DET
american_scientific_journal-2088	67	5	term	term	NOUN
american_scientific_journal-2088	67	6	within	within	ADP
american_scientific_journal-2088	67	7	the	the	DET
american_scientific_journal-2088	67	8	training	training	NOUN
american_scientific_journal-2088	67	9	vector	vector	NOUN
american_scientific_journal-2088	67	10	is	be	AUX
american_scientific_journal-2088	67	11	as	as	ADV
american_scientific_journal-2088	67	12	follow	follow	VERB
american_scientific_journal-2088	67	13	:	:	PUNCT
american_scientific_journal-2088	67	14	(	(	PUNCT
american_scientific_journal-2088	67	15	4	4	X
american_scientific_journal-2088	67	16	)	)	PUNCT
american_scientific_journal-2088	67	17	where	where	SCONJ
american_scientific_journal-2088	67	18	,	,	PUNCT
american_scientific_journal-2088	67	19	wij	wij	PROPN
american_scientific_journal-2088	67	20	is	be	AUX
american_scientific_journal-2088	67	21	the	the	DET
american_scientific_journal-2088	67	22	weight	weight	NOUN
american_scientific_journal-2088	67	23	of	of	ADP
american_scientific_journal-2088	67	24	the	the	DET
american_scientific_journal-2088	67	25	term	term	NOUN
american_scientific_journal-2088	67	26	ti	ti	NOUN
american_scientific_journal-2088	67	27	in	in	ADP
american_scientific_journal-2088	67	28	training	train	VERB
american_scientific_journal-2088	67	29	vector	vector	NOUN
american_scientific_journal-2088	67	30	dj	dj	NOUN
american_scientific_journal-2088	67	31	.	.	PUNCT
american_scientific_journal-2088	68	1	the	the	DET
american_scientific_journal-2088	68	2	weight	weight	NOUN
american_scientific_journal-2088	68	3	of	of	ADP
american_scientific_journal-2088	68	4	the	the	DET
american_scientific_journal-2088	68	5	term	term	NOUN
american_scientific_journal-2088	68	6	within	within	ADP
american_scientific_journal-2088	68	7	testing	testing	NOUN
american_scientific_journal-2088	68	8	vector	vector	NOUN
american_scientific_journal-2088	68	9	is	be	AUX
american_scientific_journal-2088	68	10	as	as	SCONJ
american_scientific_journal-2088	68	11	follows	follow	VERB
american_scientific_journal-2088	68	12	:	:	PUNCT
american_scientific_journal-2088	68	13	(	(	PUNCT
american_scientific_journal-2088	68	14	5	5	NUM
american_scientific_journal-2088	68	15	)	)	PUNCT
american_scientific_journal-2088	68	16	where	where	SCONJ
american_scientific_journal-2088	68	17	,	,	PUNCT
american_scientific_journal-2088	68	18	wiq	wiq	NOUN
american_scientific_journal-2088	68	19	is	be	AUX
american_scientific_journal-2088	68	20	the	the	DET
american_scientific_journal-2088	68	21	weight	weight	NOUN
american_scientific_journal-2088	68	22	of	of	ADP
american_scientific_journal-2088	68	23	the	the	DET
american_scientific_journal-2088	68	24	term	term	NOUN
american_scientific_journal-2088	68	25	ti	ti	NOUN
american_scientific_journal-2088	68	26	in	in	ADP
american_scientific_journal-2088	68	27	testing	test	VERB
american_scientific_journal-2088	68	28	vector	vector	NOUN
american_scientific_journal-2088	68	29	q	q	PROPN
american_scientific_journal-2088	68	30	and	and	CCONJ
american_scientific_journal-2088	68	31	fiq	fiq	PROPN
american_scientific_journal-2088	68	32	is	be	AUX
american_scientific_journal-2088	68	33	the	the	DET
american_scientific_journal-2088	68	34	raw	raw	ADJ
american_scientific_journal-2088	68	35	frequency	frequency	NOUN
american_scientific_journal-2088	68	36	count	count	NOUN
american_scientific_journal-2088	68	37	of	of	ADP
american_scientific_journal-2088	68	38	term	term	NOUN
american_scientific_journal-2088	68	39	ti	ti	NOUN
american_scientific_journal-2088	68	40	in	in	ADP
american_scientific_journal-2088	68	41	the	the	DET
american_scientific_journal-2088	68	42	testing	testing	NOUN
american_scientific_journal-2088	68	43	vector	vector	NOUN
american_scientific_journal-2088	68	44	q	q	NOUN
american_scientific_journal-2088	69	1	[	[	X
american_scientific_journal-2088	69	2	12	12	NUM
american_scientific_journal-2088	69	3	]	]	PUNCT
american_scientific_journal-2088	69	4	.	.	PUNCT
american_scientific_journal-2088	70	1	b.	b.	PROPN
american_scientific_journal-2088	70	2	explanation	explanation	NOUN
american_scientific_journal-2088	70	3	of	of	ADP
american_scientific_journal-2088	70	4	the	the	DET
american_scientific_journal-2088	70	5	proposed	propose	VERB
american_scientific_journal-2088	70	6	problem	problem	NOUN
american_scientific_journal-2088	70	7	the	the	DET
american_scientific_journal-2088	70	8	explanation	explanation	NOUN
american_scientific_journal-2088	70	9	of	of	ADP
american_scientific_journal-2088	70	10	the	the	DET
american_scientific_journal-2088	70	11	system	system	NOUN
american_scientific_journal-2088	70	12	,	,	PUNCT
american_scientific_journal-2088	70	13	the	the	DET
american_scientific_journal-2088	70	14	database	database	NOUN
american_scientific_journal-2088	70	15	consists	consist	VERB
american_scientific_journal-2088	70	16	of	of	ADP
american_scientific_journal-2088	70	17	three	three	NUM
american_scientific_journal-2088	70	18	documents	document	NOUN
american_scientific_journal-2088	70	19	as	as	ADP
american_scientific_journal-2088	70	20	an	an	DET
american_scientific_journal-2088	70	21	example	example	NOUN
american_scientific_journal-2088	70	22	for	for	ADP
american_scientific_journal-2088	70	23	the	the	DET
american_scientific_journal-2088	70	24	sample	sample	NOUN
american_scientific_journal-2088	70	25	calculation	calculation	NOUN
american_scientific_journal-2088	70	26	.	.	PUNCT
american_scientific_journal-2088	71	1	these	these	DET
american_scientific_journal-2088	71	2	documents	document	NOUN
american_scientific_journal-2088	71	3	are	be	AUX
american_scientific_journal-2088	71	4	as	as	SCONJ
american_scientific_journal-2088	71	5	follows	follow	VERB
american_scientific_journal-2088	71	6	:	:	PUNCT
american_scientific_journal-2088	71	7	table	table	NOUN
american_scientific_journal-2088	71	8	1	1	NUM
american_scientific_journal-2088	71	9	:	:	PUNCT
american_scientific_journal-2088	71	10	sample	sample	NOUN
american_scientific_journal-2088	71	11	document	document	NOUN
american_scientific_journal-2088	71	12	in	in	ADP
american_scientific_journal-2088	71	13	the	the	DET
american_scientific_journal-2088	71	14	database	database	NOUN
american_scientific_journal-2088	71	15	document	document	NOUN
american_scientific_journal-2088	71	16	name	name	NOUN
american_scientific_journal-2088	71	17	information	information	NOUN
american_scientific_journal-2088	71	18	in	in	ADP
american_scientific_journal-2088	71	19	the	the	DET
american_scientific_journal-2088	71	20	document	document	NOUN
american_scientific_journal-2088	71	21	document	document	NOUN
american_scientific_journal-2088	71	22	1	1	NUM
american_scientific_journal-2088	71	23	denclue	denclue	NOUN
american_scientific_journal-2088	71	24	framework	framework	NOUN
american_scientific_journal-2088	71	25	builds	build	VERB
american_scientific_journal-2088	71	26	on	on	ADP
american_scientific_journal-2088	71	27	non	non	ADJ
american_scientific_journal-2088	71	28	-	-	ADJ
american_scientific_journal-2088	71	29	parametric	parametric	ADJ
american_scientific_journal-2088	71	30	method	method	NOUN
american_scientific_journal-2088	71	31	,	,	PUNCT
american_scientific_journal-2088	71	32	namely	namely	ADV
american_scientific_journal-2088	71	33	kernel	kernel	PROPN
american_scientific_journal-2088	71	34	estimation	estimation	NOUN
american_scientific_journal-2088	71	35	.	.	PUNCT
american_scientific_journal-2088	72	1	document	document	NOUN
american_scientific_journal-2088	72	2	2	2	NUM
american_scientific_journal-2088	72	3	denclue	denclue	NOUN
american_scientific_journal-2088	72	4	uses	use	VERB
american_scientific_journal-2088	72	5	influence	influence	NOUN
american_scientific_journal-2088	72	6	functions	function	NOUN
american_scientific_journal-2088	72	7	between	between	ADP
american_scientific_journal-2088	72	8	data	datum	NOUN
american_scientific_journal-2088	72	9	points	point	NOUN
american_scientific_journal-2088	72	10	to	to	PART
american_scientific_journal-2088	72	11	model	model	VERB
american_scientific_journal-2088	72	12	the	the	DET
american_scientific_journal-2088	72	13	data	data	NOUN
american_scientific_journal-2088	72	14	space	space	NOUN
american_scientific_journal-2088	72	15	.	.	PUNCT
american_scientific_journal-2088	73	1	document	document	NOUN
american_scientific_journal-2088	73	2	3	3	NUM
american_scientific_journal-2088	73	3	denclue	denclue	NOUN
american_scientific_journal-2088	73	4	method	method	NOUN
american_scientific_journal-2088	73	5	has	have	VERB
american_scientific_journal-2088	73	6	strong	strong	ADJ
american_scientific_journal-2088	73	7	mathematical	mathematical	ADJ
american_scientific_journal-2088	73	8	foundation	foundation	NOUN
american_scientific_journal-2088	73	9	.	.	PUNCT
american_scientific_journal-2088	74	1	i	i	PRON
american_scientific_journal-2088	74	2	i	i	PRON
american_scientific_journal-2088	74	3	df	df	PROPN
american_scientific_journal-2088	74	4	nlogidf	nlogidf	NOUN
american_scientific_journal-2088	74	5	=	=	PUNCT
american_scientific_journal-2088	74	6	iijij	iijij	PROPN
american_scientific_journal-2088	74	7	idftfw	idftfw	PROPN
american_scientific_journal-2088	74	8	×=	×=	PROPN
american_scientific_journal-2088	74	9			PROPN
american_scientific_journal-2088	74	10			PUNCT
american_scientific_journal-2088	75	1			PROPN
american_scientific_journal-2088	76	1			INTJ
american_scientific_journal-2088	76	2			NOUN
american_scientific_journal-2088	76	3			VERB
american_scientific_journal-2088	76	4	×	×	NOUN
american_scientific_journal-2088	76	5			PROPN
american_scientific_journal-2088	76	6			PROPN
american_scientific_journal-2088	76	7			PROPN
american_scientific_journal-2088	76	8			PROPN
american_scientific_journal-2088	76	9			ADJ
american_scientific_journal-2088	76	10			ADJ
american_scientific_journal-2088	76	11			NUM
american_scientific_journal-2088	76	12			VERB
american_scientific_journal-2088	76	13	+	+	NOUN
american_scientific_journal-2088	76	14	=	=	SYM
american_scientific_journal-2088	76	15	iqv2q1q	iqv2q1q	NOUN
american_scientific_journal-2088	76	16	iq	iq	INTJ
american_scientific_journal-2088	76	17	iq	iq	INTJ
american_scientific_journal-2088	76	18	df	df	PROPN
american_scientific_journal-2088	76	19	nlog	nlog	PROPN
american_scientific_journal-2088	76	20	}	}	PUNCT
american_scientific_journal-2088	76	21	,	,	PUNCT
american_scientific_journal-2088	76	22	....	....	PUNCT
american_scientific_journal-2088	76	23	,	,	PUNCT
american_scientific_journal-2088	76	24	f	f	X
american_scientific_journal-2088	76	25	,	,	PUNCT
american_scientific_journal-2088	76	26	fmax{f	fmax{f	ADJ
american_scientific_journal-2088	76	27	0.5f	0.5f	NOUN
american_scientific_journal-2088	76	28	0.5w	0.5w	PROPN
american_scientific_journal-2088	76	29	american	american	PROPN
american_scientific_journal-2088	76	30	scientific	scientific	PROPN
american_scientific_journal-2088	76	31	research	research	PROPN
american_scientific_journal-2088	76	32	journal	journal	NOUN
american_scientific_journal-2088	76	33	for	for	ADP
american_scientific_journal-2088	76	34	engineering	engineering	NOUN
american_scientific_journal-2088	76	35	,	,	PUNCT
american_scientific_journal-2088	76	36	technology	technology	NOUN
american_scientific_journal-2088	76	37	,	,	PUNCT
american_scientific_journal-2088	76	38	and	and	CCONJ
american_scientific_journal-2088	76	39	sciences	science	NOUN
american_scientific_journal-2088	76	40	(	(	PUNCT
american_scientific_journal-2088	76	41	asrjets	asrjet	NOUN
american_scientific_journal-2088	76	42	)	)	PUNCT
american_scientific_journal-2088	76	43	(	(	PUNCT
american_scientific_journal-2088	76	44	2016	2016	NUM
american_scientific_journal-2088	76	45	)	)	PUNCT
american_scientific_journal-2088	76	46	volume	volume	NOUN
american_scientific_journal-2088	76	47	25	25	NUM
american_scientific_journal-2088	76	48	,	,	PUNCT
american_scientific_journal-2088	76	49	no	no	DET
american_scientific_journal-2088	76	50	1	1	NUM
american_scientific_journal-2088	76	51	,	,	PUNCT
american_scientific_journal-2088	76	52	pp	pp	ADV
american_scientific_journal-2088	76	53	256	256	NUM
american_scientific_journal-2088	76	54	-	-	SYM
american_scientific_journal-2088	76	55	269	269	NUM
american_scientific_journal-2088	76	56	260	260	NUM
american_scientific_journal-2088	76	57	the	the	DET
american_scientific_journal-2088	76	58	user	user	NOUN
american_scientific_journal-2088	76	59	query	query	NOUN
american_scientific_journal-2088	76	60	is	be	AUX
american_scientific_journal-2088	76	61	used	use	VERB
american_scientific_journal-2088	76	62	for	for	ADP
american_scientific_journal-2088	76	63	searching	search	VERB
american_scientific_journal-2088	76	64	the	the	DET
american_scientific_journal-2088	76	65	user	user	NOUN
american_scientific_journal-2088	76	66	required	require	VERB
american_scientific_journal-2088	76	67	information	information	NOUN
american_scientific_journal-2088	76	68	.	.	PUNCT
american_scientific_journal-2088	77	1	the	the	DET
american_scientific_journal-2088	77	2	user	user	NOUN
american_scientific_journal-2088	77	3	query	query	NOUN
american_scientific_journal-2088	77	4	can	can	AUX
american_scientific_journal-2088	77	5	be	be	AUX
american_scientific_journal-2088	77	6	either	either	CCONJ
american_scientific_journal-2088	77	7	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	77	8	query	query	NOUN
american_scientific_journal-2088	77	9	or	or	CCONJ
american_scientific_journal-2088	77	10	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	77	11	query	query	NOUN
american_scientific_journal-2088	77	12	.	.	PUNCT
american_scientific_journal-2088	78	1	the	the	DET
american_scientific_journal-2088	78	2	knn	knn	PROPN
american_scientific_journal-2088	78	3	classifier	classifier	PROPN
american_scientific_journal-2088	78	4	based	base	VERB
american_scientific_journal-2088	78	5	on	on	ADP
american_scientific_journal-2088	78	6	the	the	DET
american_scientific_journal-2088	78	7	wsd	wsd	PROPN
american_scientific_journal-2088	78	8	approach	approach	NOUN
american_scientific_journal-2088	78	9	is	be	AUX
american_scientific_journal-2088	78	10	used	use	VERB
american_scientific_journal-2088	78	11	to	to	PART
american_scientific_journal-2088	78	12	disambiguate	disambiguate	VERB
american_scientific_journal-2088	78	13	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	78	14	query	query	NOUN
american_scientific_journal-2088	78	15	.	.	PUNCT
american_scientific_journal-2088	79	1	then	then	ADV
american_scientific_journal-2088	79	2	,	,	PUNCT
american_scientific_journal-2088	79	3	wordnet	wordnet	NOUN
american_scientific_journal-2088	79	4	and	and	CCONJ
american_scientific_journal-2088	79	5	english	english	PROPN
american_scientific_journal-2088	79	6	corpus	corpus	NOUN
american_scientific_journal-2088	79	7	are	be	AUX
american_scientific_journal-2088	79	8	used	use	VERB
american_scientific_journal-2088	79	9	as	as	ADP
american_scientific_journal-2088	79	10	the	the	DET
american_scientific_journal-2088	79	11	lexical	lexical	ADJ
american_scientific_journal-2088	79	12	resources	resource	NOUN
american_scientific_journal-2088	79	13	.	.	PUNCT
american_scientific_journal-2088	80	1	as	as	ADP
american_scientific_journal-2088	80	2	an	an	DET
american_scientific_journal-2088	80	3	example	example	NOUN
american_scientific_journal-2088	80	4	,	,	PUNCT
american_scientific_journal-2088	80	5	the	the	DET
american_scientific_journal-2088	80	6	input	input	NOUN
american_scientific_journal-2088	80	7	query	query	NOUN
american_scientific_journal-2088	80	8	is	be	AUX
american_scientific_journal-2088	80	9	as	as	SCONJ
american_scientific_journal-2088	80	10	follows	follow	VERB
american_scientific_journal-2088	80	11	:	:	PUNCT
american_scientific_journal-2088	80	12	figure	figure	NOUN
american_scientific_journal-2088	80	13	1	1	NUM
american_scientific_journal-2088	80	14	:	:	PUNCT
american_scientific_journal-2088	80	15	sample	sample	NOUN
american_scientific_journal-2088	80	16	user	user	NOUN
american_scientific_journal-2088	80	17	query	query	NOUN
american_scientific_journal-2088	80	18	in	in	ADP
american_scientific_journal-2088	80	19	the	the	DET
american_scientific_journal-2088	80	20	semantic	semantic	ADJ
american_scientific_journal-2088	80	21	information	information	NOUN
american_scientific_journal-2088	80	22	retrieval	retrieval	NOUN
american_scientific_journal-2088	80	23	process	process	NOUN
american_scientific_journal-2088	80	24	,	,	PUNCT
american_scientific_journal-2088	80	25	it	it	PRON
american_scientific_journal-2088	80	26	is	be	AUX
american_scientific_journal-2088	80	27	needed	need	VERB
american_scientific_journal-2088	80	28	to	to	PART
american_scientific_journal-2088	80	29	perform	perform	VERB
american_scientific_journal-2088	80	30	the	the	DET
american_scientific_journal-2088	80	31	pre	pre	ADJ
american_scientific_journal-2088	80	32	-	-	ADJ
american_scientific_journal-2088	80	33	processing	processing	ADJ
american_scientific_journal-2088	80	34	process	process	NOUN
american_scientific_journal-2088	80	35	that	that	PRON
american_scientific_journal-2088	80	36	is	be	AUX
american_scientific_journal-2088	80	37	stopwords	stopword	NOUN
american_scientific_journal-2088	80	38	removal	removal	NOUN
american_scientific_journal-2088	80	39	process	process	NOUN
american_scientific_journal-2088	80	40	.	.	PUNCT
american_scientific_journal-2088	81	1	example	example	NOUN
american_scientific_journal-2088	81	2	of	of	ADP
american_scientific_journal-2088	81	3	stopwords	stopword	NOUN
american_scientific_journal-2088	81	4	are	be	AUX
american_scientific_journal-2088	81	5	“	"	PUNCT
american_scientific_journal-2088	81	6	is	be	AUX
american_scientific_journal-2088	81	7	”	"	PUNCT
american_scientific_journal-2088	81	8	,	,	PUNCT
american_scientific_journal-2088	81	9	“	"	PUNCT
american_scientific_journal-2088	81	10	on	on	ADP
american_scientific_journal-2088	81	11	”	"	PUNCT
american_scientific_journal-2088	81	12	,	,	PUNCT
american_scientific_journal-2088	81	13	“	"	PUNCT
american_scientific_journal-2088	81	14	with	with	ADP
american_scientific_journal-2088	81	15	”	"	PUNCT
american_scientific_journal-2088	81	16	and	and	CCONJ
american_scientific_journal-2088	81	17	so	so	ADV
american_scientific_journal-2088	81	18	on	on	ADV
american_scientific_journal-2088	81	19	.	.	PUNCT
american_scientific_journal-2088	82	1	in	in	ADP
american_scientific_journal-2088	82	2	the	the	DET
american_scientific_journal-2088	82	3	above	above	ADJ
american_scientific_journal-2088	82	4	sample	sample	NOUN
american_scientific_journal-2088	82	5	,	,	PUNCT
american_scientific_journal-2088	82	6	the	the	DET
american_scientific_journal-2088	82	7	user	user	NOUN
american_scientific_journal-2088	82	8	query	query	NOUN
american_scientific_journal-2088	82	9	does	do	AUX
american_scientific_journal-2088	82	10	not	not	PART
american_scientific_journal-2088	82	11	include	include	VERB
american_scientific_journal-2088	82	12	stopwords	stopword	NOUN
american_scientific_journal-2088	82	13	.	.	PUNCT
american_scientific_journal-2088	83	1	the	the	DET
american_scientific_journal-2088	83	2	“	"	PUNCT
american_scientific_journal-2088	83	3	density	density	NOUN
american_scientific_journal-2088	83	4	”	"	PUNCT
american_scientific_journal-2088	83	5	and	and	CCONJ
american_scientific_journal-2088	83	6	“	"	PUNCT
american_scientific_journal-2088	83	7	clustering	clustering	NOUN
american_scientific_journal-2088	83	8	”	"	PUNCT
american_scientific_journal-2088	83	9	are	be	AUX
american_scientific_journal-2088	83	10	keywords	keyword	NOUN
american_scientific_journal-2088	83	11	because	because	SCONJ
american_scientific_journal-2088	83	12	these	these	DET
american_scientific_journal-2088	83	13	words	word	NOUN
american_scientific_journal-2088	83	14	are	be	AUX
american_scientific_journal-2088	83	15	meaningful	meaningful	ADJ
american_scientific_journal-2088	83	16	words	word	NOUN
american_scientific_journal-2088	83	17	.	.	PUNCT
american_scientific_journal-2088	84	1	after	after	ADP
american_scientific_journal-2088	84	2	removing	remove	VERB
american_scientific_journal-2088	84	3	stopwords	stopword	NOUN
american_scientific_journal-2088	84	4	,	,	PUNCT
american_scientific_journal-2088	84	5	each	each	DET
american_scientific_journal-2088	84	6	keyword	keyword	NOUN
american_scientific_journal-2088	84	7	is	be	AUX
american_scientific_journal-2088	84	8	checked	check	VERB
american_scientific_journal-2088	84	9	that	that	PRON
american_scientific_journal-2088	84	10	is	be	AUX
american_scientific_journal-2088	84	11	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	84	12	or	or	CCONJ
american_scientific_journal-2088	84	13	dismbiguous	dismbiguous	ADJ
american_scientific_journal-2088	84	14	word	word	NOUN
american_scientific_journal-2088	84	15	.	.	PUNCT
american_scientific_journal-2088	85	1	the	the	DET
american_scientific_journal-2088	85	2	senses	sense	NOUN
american_scientific_journal-2088	85	3	from	from	ADP
american_scientific_journal-2088	85	4	wordnet	wordnet	NOUN
american_scientific_journal-2088	85	5	and	and	CCONJ
american_scientific_journal-2088	85	6	english	english	PROPN
american_scientific_journal-2088	85	7	corpus	corpus	NOUN
american_scientific_journal-2088	85	8	are	be	AUX
american_scientific_journal-2088	85	9	used	use	VERB
american_scientific_journal-2088	85	10	for	for	ADP
american_scientific_journal-2088	85	11	checking	check	VERB
american_scientific_journal-2088	85	12	the	the	DET
american_scientific_journal-2088	85	13	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	85	14	word	word	NOUN
american_scientific_journal-2088	85	15	or	or	CCONJ
american_scientific_journal-2088	85	16	not	not	PART
american_scientific_journal-2088	85	17	.	.	PUNCT
american_scientific_journal-2088	86	1	if	if	SCONJ
american_scientific_journal-2088	86	2	the	the	DET
american_scientific_journal-2088	86	3	keyword	keyword	NOUN
american_scientific_journal-2088	86	4	has	have	VERB
american_scientific_journal-2088	86	5	more	more	ADJ
american_scientific_journal-2088	86	6	than	than	ADP
american_scientific_journal-2088	86	7	one	one	NUM
american_scientific_journal-2088	86	8	sense	sense	NOUN
american_scientific_journal-2088	86	9	,	,	PUNCT
american_scientific_journal-2088	86	10	this	this	DET
american_scientific_journal-2088	86	11	word	word	NOUN
american_scientific_journal-2088	86	12	is	be	AUX
american_scientific_journal-2088	86	13	assumed	assume	VERB
american_scientific_journal-2088	86	14	as	as	ADP
american_scientific_journal-2088	86	15	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	86	16	word	word	NOUN
american_scientific_journal-2088	86	17	.	.	PUNCT
american_scientific_journal-2088	87	1	in	in	ADP
american_scientific_journal-2088	87	2	the	the	DET
american_scientific_journal-2088	87	3	above	above	ADJ
american_scientific_journal-2088	87	4	sample	sample	NOUN
american_scientific_journal-2088	87	5	,	,	PUNCT
american_scientific_journal-2088	87	6	the	the	DET
american_scientific_journal-2088	87	7	“	"	PUNCT
american_scientific_journal-2088	87	8	density	density	NOUN
american_scientific_journal-2088	87	9	”	"	PUNCT
american_scientific_journal-2088	87	10	and	and	CCONJ
american_scientific_journal-2088	87	11	“	"	PUNCT
american_scientific_journal-2088	87	12	clustering	clustering	NOUN
american_scientific_journal-2088	87	13	”	"	PUNCT
american_scientific_journal-2088	87	14	keywords	keyword	NOUN
american_scientific_journal-2088	87	15	are	be	AUX
american_scientific_journal-2088	87	16	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	87	17	word	word	NOUN
american_scientific_journal-2088	87	18	.	.	PUNCT
american_scientific_journal-2088	88	1	because	because	SCONJ
american_scientific_journal-2088	88	2	of	of	ADP
american_scientific_journal-2088	88	3	the	the	DET
american_scientific_journal-2088	88	4	“	"	PUNCT
american_scientific_journal-2088	88	5	density	density	NOUN
american_scientific_journal-2088	88	6	”	"	PUNCT
american_scientific_journal-2088	88	7	keyword	keyword	NOUN
american_scientific_journal-2088	88	8	has	have	VERB
american_scientific_journal-2088	88	9	two	two	NUM
american_scientific_journal-2088	88	10	senses	sense	NOUN
american_scientific_journal-2088	88	11	from	from	ADP
american_scientific_journal-2088	88	12	the	the	DET
american_scientific_journal-2088	88	13	wordnet	wordnet	NOUN
american_scientific_journal-2088	88	14	and	and	CCONJ
american_scientific_journal-2088	88	15	“	"	PUNCT
american_scientific_journal-2088	88	16	clustering	clustering	ADJ
american_scientific_journal-2088	88	17	”	"	PUNCT
american_scientific_journal-2088	88	18	keyword	keyword	NOUN
american_scientific_journal-2088	88	19	has	have	VERB
american_scientific_journal-2088	88	20	two	two	NUM
american_scientific_journal-2088	88	21	senses	sense	NOUN
american_scientific_journal-2088	88	22	from	from	ADP
american_scientific_journal-2088	88	23	the	the	DET
american_scientific_journal-2088	88	24	english	english	PROPN
american_scientific_journal-2088	88	25	corpus	corpus	PROPN
american_scientific_journal-2088	88	26	.	.	PUNCT
american_scientific_journal-2088	89	1	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	89	2	word	word	NOUN
american_scientific_journal-2088	89	3	and	and	CCONJ
american_scientific_journal-2088	89	4	its	its	PRON
american_scientific_journal-2088	89	5	senses	sense	NOUN
american_scientific_journal-2088	89	6	and	and	CCONJ
american_scientific_journal-2088	89	7	glosses	gloss	NOUN
american_scientific_journal-2088	89	8	are	be	AUX
american_scientific_journal-2088	89	9	shown	show	VERB
american_scientific_journal-2088	89	10	in	in	ADP
american_scientific_journal-2088	89	11	table	table	NOUN
american_scientific_journal-2088	89	12	2	2	NUM
american_scientific_journal-2088	89	13	.	.	PUNCT
american_scientific_journal-2088	89	14	table	table	NOUN
american_scientific_journal-2088	89	15	2	2	NUM
american_scientific_journal-2088	89	16	:	:	PUNCT
american_scientific_journal-2088	89	17	word	word	NOUN
american_scientific_journal-2088	89	18	senses	sense	NOUN
american_scientific_journal-2088	89	19	and	and	CCONJ
american_scientific_journal-2088	89	20	its	its	PRON
american_scientific_journal-2088	89	21	gloss	gloss	NOUN
american_scientific_journal-2088	89	22	keyword	keyword	NOUN
american_scientific_journal-2088	89	23	sense	sense	NOUN
american_scientific_journal-2088	89	24	i	i	PRON
american_scientific_journal-2088	89	25	d	d	NOUN
american_scientific_journal-2088	89	26	sense	sense	NOUN
american_scientific_journal-2088	90	1	name	name	NOUN
american_scientific_journal-2088	90	2	gloss	gloss	NOUN
american_scientific_journal-2088	90	3	density	density	NOUN
american_scientific_journal-2088	90	4	sense	sense	NOUN
american_scientific_journal-2088	90	5	1	1	NUM
american_scientific_journal-2088	90	6	denseness	denseness	NOUN
american_scientific_journal-2088	90	7	the	the	DET
american_scientific_journal-2088	90	8	amount	amount	NOUN
american_scientific_journal-2088	90	9	per	per	ADP
american_scientific_journal-2088	90	10	unit	unit	NOUN
american_scientific_journal-2088	90	11	size	size	NOUN
american_scientific_journal-2088	90	12	sense	sense	NOUN
american_scientific_journal-2088	90	13	2	2	NUM
american_scientific_journal-2088	90	14	concentration	concentration	NOUN
american_scientific_journal-2088	90	15	,	,	PUNCT
american_scientific_journal-2088	90	16	denseness	denseness	NOUN
american_scientific_journal-2088	90	17	,	,	PUNCT
american_scientific_journal-2088	90	18	tightness	tightness	NOUN
american_scientific_journal-2088	90	19	,	,	PUNCT
american_scientific_journal-2088	90	20	compactness	compactness	NOUN
american_scientific_journal-2088	90	21	the	the	DET
american_scientific_journal-2088	90	22	spatial	spatial	ADJ
american_scientific_journal-2088	90	23	property	property	NOUN
american_scientific_journal-2088	90	24	of	of	ADP
american_scientific_journal-2088	90	25	being	be	AUX
american_scientific_journal-2088	90	26	crowded	crowd	VERB
american_scientific_journal-2088	90	27	together	together	ADV
american_scientific_journal-2088	90	28	clustering	cluster	VERB
american_scientific_journal-2088	90	29	sense	sense	NOUN
american_scientific_journal-2088	90	30	1	1	NUM
american_scientific_journal-2088	90	31	dbscan	dbscan	NOUN
american_scientific_journal-2088	90	32	it	it	PRON
american_scientific_journal-2088	90	33	is	be	AUX
american_scientific_journal-2088	90	34	density	density	NOUN
american_scientific_journal-2088	90	35	based	base	VERB
american_scientific_journal-2088	90	36	method	method	NOUN
american_scientific_journal-2088	90	37	that	that	PRON
american_scientific_journal-2088	90	38	discovers	discover	VERB
american_scientific_journal-2088	90	39	clusters	cluster	NOUN
american_scientific_journal-2088	90	40	in	in	ADP
american_scientific_journal-2088	90	41	spatial	spatial	ADJ
american_scientific_journal-2088	90	42	database	database	NOUN
american_scientific_journal-2088	90	43	.	.	PUNCT
american_scientific_journal-2088	91	1	sense	sense	NOUN
american_scientific_journal-2088	91	2	2	2	NUM
american_scientific_journal-2088	91	3	denclue	denclue	NOUN
american_scientific_journal-2088	91	4	it	it	PRON
american_scientific_journal-2088	91	5	is	be	AUX
american_scientific_journal-2088	91	6	density	density	NOUN
american_scientific_journal-2088	91	7	method	method	NOUN
american_scientific_journal-2088	91	8	.	.	PUNCT
american_scientific_journal-2088	92	1	it	it	PRON
american_scientific_journal-2088	92	2	is	be	AUX
american_scientific_journal-2088	92	3	based	base	VERB
american_scientific_journal-2088	92	4	on	on	ADP
american_scientific_journal-2088	92	5	density	density	NOUN
american_scientific_journal-2088	92	6	distribution	distribution	NOUN
american_scientific_journal-2088	92	7	functions	function	NOUN
american_scientific_journal-2088	92	8	to	to	PART
american_scientific_journal-2088	92	9	disambiguous	disambiguous	VERB
american_scientific_journal-2088	92	10	the	the	DET
american_scientific_journal-2088	92	11	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	92	12	word	word	NOUN
american_scientific_journal-2088	92	13	,	,	PUNCT
american_scientific_journal-2088	92	14	the	the	DET
american_scientific_journal-2088	92	15	training	training	NOUN
american_scientific_journal-2088	92	16	and	and	CCONJ
american_scientific_journal-2088	92	17	testing	testing	NOUN
american_scientific_journal-2088	92	18	vectors	vector	NOUN
american_scientific_journal-2088	92	19	are	be	AUX
american_scientific_journal-2088	92	20	created	create	VERB
american_scientific_journal-2088	92	21	about	about	ADP
american_scientific_journal-2088	92	22	the	the	DET
american_scientific_journal-2088	92	23	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	92	24	word	word	NOUN
american_scientific_journal-2088	92	25	.	.	PUNCT
american_scientific_journal-2088	93	1	training	training	NOUN
american_scientific_journal-2088	93	2	vectors	vector	NOUN
american_scientific_journal-2088	93	3	are	be	AUX
american_scientific_journal-2088	93	4	created	create	VERB
american_scientific_journal-2088	93	5	by	by	ADP
american_scientific_journal-2088	93	6	using	use	VERB
american_scientific_journal-2088	93	7	the	the	DET
american_scientific_journal-2088	93	8	gloss	gloss	NOUN
american_scientific_journal-2088	93	9	of	of	ADP
american_scientific_journal-2088	93	10	synonyms	synonym	NOUN
american_scientific_journal-2088	93	11	,	,	PUNCT
american_scientific_journal-2088	93	12	hypernyms	hypernym	NOUN
american_scientific_journal-2088	93	13	and	and	CCONJ
american_scientific_journal-2088	93	14	hyponyms	hyponym	NOUN
american_scientific_journal-2088	93	15	of	of	ADP
american_scientific_journal-2088	93	16	each	each	DET
american_scientific_journal-2088	93	17	word	word	NOUN
american_scientific_journal-2088	93	18	from	from	ADP
american_scientific_journal-2088	93	19	the	the	DET
american_scientific_journal-2088	93	20	wordnet	wordnet	NOUN
american_scientific_journal-2088	93	21	and	and	CCONJ
american_scientific_journal-2088	93	22	english	english	PROPN
american_scientific_journal-2088	93	23	corpus	corpus	PROPN
american_scientific_journal-2088	93	24	.	.	PUNCT
american_scientific_journal-2088	94	1	testing	testing	NOUN
american_scientific_journal-2088	94	2	vector	vector	NOUN
american_scientific_journal-2088	94	3	is	be	AUX
american_scientific_journal-2088	94	4	created	create	VERB
american_scientific_journal-2088	94	5	by	by	ADP
american_scientific_journal-2088	94	6	using	use	VERB
american_scientific_journal-2088	94	7	the	the	DET
american_scientific_journal-2088	94	8	context	context	NOUN
american_scientific_journal-2088	94	9	in	in	ADP
american_scientific_journal-2088	94	10	the	the	DET
american_scientific_journal-2088	94	11	user	user	NOUN
american_scientific_journal-2088	94	12	query	query	NOUN
american_scientific_journal-2088	94	13	.	.	PUNCT
american_scientific_journal-2088	95	1	for	for	ADP
american_scientific_journal-2088	95	2	each	each	DET
american_scientific_journal-2088	95	3	vectors	vector	NOUN
american_scientific_journal-2088	95	4	,	,	PUNCT
american_scientific_journal-2088	95	5	it	it	PRON
american_scientific_journal-2088	95	6	is	be	AUX
american_scientific_journal-2088	95	7	needed	need	VERB
american_scientific_journal-2088	95	8	to	to	PART
american_scientific_journal-2088	95	9	remove	remove	VERB
american_scientific_journal-2088	95	10	user	user	NOUN
american_scientific_journal-2088	95	11	query	query	NOUN
american_scientific_journal-2088	95	12	:	:	PUNCT
american_scientific_journal-2088	95	13	“	"	PUNCT
american_scientific_journal-2088	95	14	density	density	NOUN
american_scientific_journal-2088	95	15	clustering	clustering	NOUN
american_scientific_journal-2088	95	16	”	"	PUNCT
american_scientific_journal-2088	95	17	american	american	ADJ
american_scientific_journal-2088	95	18	scientific	scientific	ADJ
american_scientific_journal-2088	95	19	research	research	NOUN
american_scientific_journal-2088	95	20	journal	journal	NOUN
american_scientific_journal-2088	95	21	for	for	ADP
american_scientific_journal-2088	95	22	engineering	engineering	NOUN
american_scientific_journal-2088	95	23	,	,	PUNCT
american_scientific_journal-2088	95	24	technology	technology	NOUN
american_scientific_journal-2088	95	25	,	,	PUNCT
american_scientific_journal-2088	95	26	and	and	CCONJ
american_scientific_journal-2088	95	27	sciences	science	NOUN
american_scientific_journal-2088	95	28	(	(	PUNCT
american_scientific_journal-2088	95	29	asrjets	asrjet	NOUN
american_scientific_journal-2088	95	30	)	)	PUNCT
american_scientific_journal-2088	95	31	(	(	PUNCT
american_scientific_journal-2088	95	32	2016	2016	NUM
american_scientific_journal-2088	95	33	)	)	PUNCT
american_scientific_journal-2088	95	34	volume	volume	NOUN
american_scientific_journal-2088	95	35	25	25	NUM
american_scientific_journal-2088	95	36	,	,	PUNCT
american_scientific_journal-2088	95	37	no	no	DET
american_scientific_journal-2088	95	38	1	1	NUM
american_scientific_journal-2088	95	39	,	,	PUNCT
american_scientific_journal-2088	95	40	pp	pp	ADV
american_scientific_journal-2088	95	41	256	256	NUM
american_scientific_journal-2088	95	42	-	-	SYM
american_scientific_journal-2088	95	43	269	269	NUM
american_scientific_journal-2088	95	44	261	261	NUM
american_scientific_journal-2088	95	45	stopwords	stopword	NOUN
american_scientific_journal-2088	95	46	.	.	PUNCT
american_scientific_journal-2088	96	1	training	training	NOUN
american_scientific_journal-2088	96	2	and	and	CCONJ
american_scientific_journal-2088	96	3	testing	testing	NOUN
american_scientific_journal-2088	96	4	vector	vector	NOUN
american_scientific_journal-2088	96	5	of	of	ADP
american_scientific_journal-2088	96	6	each	each	DET
american_scientific_journal-2088	96	7	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	96	8	word	word	NOUN
american_scientific_journal-2088	96	9	are	be	AUX
american_scientific_journal-2088	96	10	shown	show	VERB
american_scientific_journal-2088	96	11	in	in	ADP
american_scientific_journal-2088	96	12	table	table	NOUN
american_scientific_journal-2088	96	13	3	3	NUM
american_scientific_journal-2088	96	14	.	.	PUNCT
american_scientific_journal-2088	96	15	table	table	NOUN
american_scientific_journal-2088	96	16	3	3	NUM
american_scientific_journal-2088	96	17	:	:	PUNCT
american_scientific_journal-2088	96	18	training	train	VERB
american_scientific_journal-2088	96	19	vector	vector	NOUN
american_scientific_journal-2088	96	20	and	and	CCONJ
american_scientific_journal-2088	96	21	testing	testing	NOUN
american_scientific_journal-2088	96	22	vector	vector	NOUN
american_scientific_journal-2088	96	23	ambiguos	ambiguos	PROPN
american_scientific_journal-2088	96	24	word	word	NOUN
american_scientific_journal-2088	96	25	vector	vector	NOUN
american_scientific_journal-2088	96	26	name	name	NOUN
american_scientific_journal-2088	96	27	vector	vector	NOUN
american_scientific_journal-2088	96	28	density	density	NOUN
american_scientific_journal-2088	96	29	training	training	NOUN
american_scientific_journal-2088	96	30	vector	vector	NOUN
american_scientific_journal-2088	96	31	1	1	NUM
american_scientific_journal-2088	96	32	for	for	ADP
american_scientific_journal-2088	96	33	sense	sense	NOUN
american_scientific_journal-2088	96	34	1	1	NUM
american_scientific_journal-2088	96	35	[	[	NOUN
american_scientific_journal-2088	96	36	amount	amount	NOUN
american_scientific_journal-2088	96	37	,	,	PUNCT
american_scientific_journal-2088	96	38	per	per	ADP
american_scientific_journal-2088	96	39	,	,	PUNCT
american_scientific_journal-2088	96	40	unit	unit	NOUN
american_scientific_journal-2088	96	41	,	,	PUNCT
american_scientific_journal-2088	96	42	size	size	NOUN
american_scientific_journal-2088	96	43	]	]	PUNCT
american_scientific_journal-2088	96	44	training	training	NOUN
american_scientific_journal-2088	96	45	vector	vector	NOUN
american_scientific_journal-2088	96	46	2	2	NUM
american_scientific_journal-2088	96	47	for	for	ADP
american_scientific_journal-2088	96	48	sense	sense	NOUN
american_scientific_journal-2088	96	49	2	2	NUM
american_scientific_journal-2088	96	50	[	[	X
american_scientific_journal-2088	96	51	spatial	spatial	ADJ
american_scientific_journal-2088	96	52	,	,	PUNCT
american_scientific_journal-2088	96	53	property	property	NOUN
american_scientific_journal-2088	96	54	,	,	PUNCT
american_scientific_journal-2088	96	55	being	be	AUX
american_scientific_journal-2088	96	56	,	,	PUNCT
american_scientific_journal-2088	96	57	crowded	crowd	VERB
american_scientific_journal-2088	96	58	]	]	PUNCT
american_scientific_journal-2088	96	59	testing	test	VERB
american_scientific_journal-2088	96	60	vector	vector	NOUN
american_scientific_journal-2088	97	1	[	[	X
american_scientific_journal-2088	97	2	clustering	clustering	NOUN
american_scientific_journal-2088	97	3	]	]	PUNCT
american_scientific_journal-2088	97	4	clustering	cluster	VERB
american_scientific_journal-2088	97	5	training	training	NOUN
american_scientific_journal-2088	97	6	vector	vector	NOUN
american_scientific_journal-2088	97	7	1	1	NUM
american_scientific_journal-2088	97	8	for	for	ADP
american_scientific_journal-2088	97	9	sense	sense	NOUN
american_scientific_journal-2088	97	10	1	1	NUM
american_scientific_journal-2088	97	11	[	[	X
american_scientific_journal-2088	97	12	density	density	NOUN
american_scientific_journal-2088	97	13	,	,	PUNCT
american_scientific_journal-2088	97	14	based	base	VERB
american_scientific_journal-2088	97	15	,	,	PUNCT
american_scientific_journal-2088	97	16	method	method	NOUN
american_scientific_journal-2088	97	17	,	,	PUNCT
american_scientific_journal-2088	97	18	discovers	discover	VERB
american_scientific_journal-2088	97	19	,	,	PUNCT
american_scientific_journal-2088	97	20	clusters	cluster	NOUN
american_scientific_journal-2088	97	21	,	,	PUNCT
american_scientific_journal-2088	97	22	spatial	spatial	ADJ
american_scientific_journal-2088	97	23	,	,	PUNCT
american_scientific_journal-2088	97	24	database	database	NOUN
american_scientific_journal-2088	97	25	]	]	PUNCT
american_scientific_journal-2088	97	26	training	training	NOUN
american_scientific_journal-2088	97	27	vector	vector	NOUN
american_scientific_journal-2088	97	28	2	2	NUM
american_scientific_journal-2088	97	29	for	for	ADP
american_scientific_journal-2088	97	30	sense	sense	NOUN
american_scientific_journal-2088	97	31	2	2	NUM
american_scientific_journal-2088	97	32	[	[	X
american_scientific_journal-2088	97	33	density	density	NOUN
american_scientific_journal-2088	97	34	,	,	PUNCT
american_scientific_journal-2088	97	35	method	method	NOUN
american_scientific_journal-2088	97	36	,	,	PUNCT
american_scientific_journal-2088	97	37	based	base	VERB
american_scientific_journal-2088	97	38	,	,	PUNCT
american_scientific_journal-2088	97	39	density	density	NOUN
american_scientific_journal-2088	97	40	,	,	PUNCT
american_scientific_journal-2088	97	41	distribution	distribution	NOUN
american_scientific_journal-2088	97	42	,	,	PUNCT
american_scientific_journal-2088	97	43	functions	function	NOUN
american_scientific_journal-2088	97	44	]	]	PUNCT
american_scientific_journal-2088	97	45	testing	test	VERB
american_scientific_journal-2088	97	46	vector	vector	NOUN
american_scientific_journal-2088	98	1	[	[	X
american_scientific_journal-2088	98	2	density	density	NOUN
american_scientific_journal-2088	98	3	]	]	PUNCT
american_scientific_journal-2088	98	4	the	the	DET
american_scientific_journal-2088	98	5	knn	knn	PROPN
american_scientific_journal-2088	98	6	classifier	classifier	PROPN
american_scientific_journal-2088	98	7	,	,	PUNCT
american_scientific_journal-2088	98	8	cosine	cosine	NOUN
american_scientific_journal-2088	98	9	similarity	similarity	NOUN
american_scientific_journal-2088	98	10	and	and	CCONJ
american_scientific_journal-2088	98	11	tf	tf	PROPN
american_scientific_journal-2088	98	12	-	-	PUNCT
american_scientific_journal-2088	98	13	idf	idf	PROPN
american_scientific_journal-2088	98	14	method	method	NOUN
american_scientific_journal-2088	98	15	are	be	AUX
american_scientific_journal-2088	98	16	used	use	VERB
american_scientific_journal-2088	98	17	to	to	PART
american_scientific_journal-2088	98	18	search	search	VERB
american_scientific_journal-2088	98	19	the	the	DET
american_scientific_journal-2088	98	20	most	most	ADV
american_scientific_journal-2088	98	21	relevant	relevant	ADJ
american_scientific_journal-2088	98	22	sense	sense	NOUN
american_scientific_journal-2088	98	23	of	of	ADP
american_scientific_journal-2088	98	24	each	each	DET
american_scientific_journal-2088	98	25	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	98	26	word	word	NOUN
american_scientific_journal-2088	98	27	by	by	ADP
american_scientific_journal-2088	98	28	classifying	classify	VERB
american_scientific_journal-2088	98	29	each	each	DET
american_scientific_journal-2088	98	30	training	training	NOUN
american_scientific_journal-2088	98	31	vector	vector	NOUN
american_scientific_journal-2088	98	32	and	and	CCONJ
american_scientific_journal-2088	98	33	testing	testing	NOUN
american_scientific_journal-2088	98	34	vector	vector	NOUN
american_scientific_journal-2088	98	35	.	.	PUNCT
american_scientific_journal-2088	99	1	the	the	DET
american_scientific_journal-2088	99	2	calculated	calculate	VERB
american_scientific_journal-2088	99	3	weight	weight	NOUN
american_scientific_journal-2088	99	4	results	result	NOUN
american_scientific_journal-2088	99	5	by	by	ADP
american_scientific_journal-2088	99	6	using	use	VERB
american_scientific_journal-2088	99	7	tf	tf	PROPN
american_scientific_journal-2088	99	8	-	-	PUNCT
american_scientific_journal-2088	99	9	idf	idf	PROPN
american_scientific_journal-2088	99	10	method	method	NOUN
american_scientific_journal-2088	99	11	about	about	ADP
american_scientific_journal-2088	99	12	“	"	PUNCT
american_scientific_journal-2088	99	13	clustering	clustering	ADJ
american_scientific_journal-2088	99	14	”	"	PUNCT
american_scientific_journal-2088	99	15	keyword	keyword	NOUN
american_scientific_journal-2088	99	16	are	be	AUX
american_scientific_journal-2088	99	17	shown	show	VERB
american_scientific_journal-2088	99	18	in	in	ADP
american_scientific_journal-2088	99	19	table	table	NOUN
american_scientific_journal-2088	99	20	4	4	NUM
american_scientific_journal-2088	99	21	.	.	PUNCT
american_scientific_journal-2088	100	1	the	the	DET
american_scientific_journal-2088	100	2	cosine	cosine	NOUN
american_scientific_journal-2088	100	3	similarity	similarity	NOUN
american_scientific_journal-2088	100	4	between	between	ADP
american_scientific_journal-2088	100	5	training	training	NOUN
american_scientific_journal-2088	100	6	vector	vector	NOUN
american_scientific_journal-2088	100	7	and	and	CCONJ
american_scientific_journal-2088	100	8	testing	testing	NOUN
american_scientific_journal-2088	100	9	vector	vector	NOUN
american_scientific_journal-2088	100	10	is	be	AUX
american_scientific_journal-2088	100	11	calculated	calculate	VERB
american_scientific_journal-2088	100	12	to	to	PART
american_scientific_journal-2088	100	13	choose	choose	VERB
american_scientific_journal-2088	100	14	the	the	DET
american_scientific_journal-2088	100	15	most	most	ADV
american_scientific_journal-2088	100	16	relevant	relevant	ADJ
american_scientific_journal-2088	100	17	sense	sense	NOUN
american_scientific_journal-2088	100	18	of	of	ADP
american_scientific_journal-2088	100	19	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	100	20	word	word	NOUN
american_scientific_journal-2088	100	21	by	by	ADP
american_scientific_journal-2088	100	22	using	use	VERB
american_scientific_journal-2088	100	23	the	the	DET
american_scientific_journal-2088	100	24	weight	weight	NOUN
american_scientific_journal-2088	100	25	result	result	NOUN
american_scientific_journal-2088	100	26	.	.	PUNCT
american_scientific_journal-2088	101	1	according	accord	VERB
american_scientific_journal-2088	101	2	to	to	ADP
american_scientific_journal-2088	101	3	the	the	DET
american_scientific_journal-2088	101	4	knn	knn	PROPN
american_scientific_journal-2088	101	5	classifier	classifier	PROPN
american_scientific_journal-2088	101	6	,	,	PUNCT
american_scientific_journal-2088	101	7	to	to	PART
american_scientific_journal-2088	101	8	choose	choose	VERB
american_scientific_journal-2088	101	9	the	the	DET
american_scientific_journal-2088	101	10	most	most	ADV
american_scientific_journal-2088	101	11	relevant	relevant	ADJ
american_scientific_journal-2088	101	12	one	one	NUM
american_scientific_journal-2088	101	13	sense	sense	NOUN
american_scientific_journal-2088	101	14	that	that	PRON
american_scientific_journal-2088	101	15	has	have	VERB
american_scientific_journal-2088	101	16	the	the	DET
american_scientific_journal-2088	101	17	highest	high	ADJ
american_scientific_journal-2088	101	18	similarity	similarity	NOUN
american_scientific_journal-2088	101	19	value	value	NOUN
american_scientific_journal-2088	101	20	among	among	ADP
american_scientific_journal-2088	101	21	other	other	ADJ
american_scientific_journal-2088	101	22	similarity	similarity	NOUN
american_scientific_journal-2088	101	23	results	result	NOUN
american_scientific_journal-2088	101	24	,	,	PUNCT
american_scientific_journal-2088	101	25	the	the	DET
american_scientific_journal-2088	101	26	k	k	PROPN
american_scientific_journal-2088	101	27	value	value	NOUN
american_scientific_journal-2088	101	28	is	be	AUX
american_scientific_journal-2088	101	29	defined	define	VERB
american_scientific_journal-2088	101	30	as	as	ADP
american_scientific_journal-2088	101	31	k=1	k=1	PROPN
american_scientific_journal-2088	101	32	.	.	PUNCT
american_scientific_journal-2088	102	1	the	the	DET
american_scientific_journal-2088	102	2	most	most	ADV
american_scientific_journal-2088	102	3	relevant	relevant	ADJ
american_scientific_journal-2088	102	4	sense	sense	NOUN
american_scientific_journal-2088	102	5	of	of	ADP
american_scientific_journal-2088	102	6	"	"	PUNCT
american_scientific_journal-2088	102	7	clustering	clustering	NOUN
american_scientific_journal-2088	102	8	"	"	PUNCT
american_scientific_journal-2088	102	9	can	can	AUX
american_scientific_journal-2088	102	10	not	not	PART
american_scientific_journal-2088	102	11	be	be	AUX
american_scientific_journal-2088	102	12	retrieved	retrieve	VERB
american_scientific_journal-2088	102	13	by	by	ADP
american_scientific_journal-2088	102	14	using	use	VERB
american_scientific_journal-2088	102	15	the	the	DET
american_scientific_journal-2088	102	16	similarity	similarity	NOUN
american_scientific_journal-2088	102	17	result	result	NOUN
american_scientific_journal-2088	102	18	of	of	ADP
american_scientific_journal-2088	102	19	the	the	DET
american_scientific_journal-2088	102	20	tf	tf	PROPN
american_scientific_journal-2088	102	21	-	-	PUNCT
american_scientific_journal-2088	102	22	idf	idf	PROPN
american_scientific_journal-2088	102	23	method	method	NOUN
american_scientific_journal-2088	102	24	as	as	SCONJ
american_scientific_journal-2088	102	25	shown	show	VERB
american_scientific_journal-2088	102	26	in	in	ADP
american_scientific_journal-2088	102	27	table	table	NOUN
american_scientific_journal-2088	102	28	5	5	NUM
american_scientific_journal-2088	102	29	.	.	PUNCT
american_scientific_journal-2088	103	1	so	so	ADV
american_scientific_journal-2088	103	2	,	,	PUNCT
american_scientific_journal-2088	103	3	it	it	PRON
american_scientific_journal-2088	103	4	produces	produce	VERB
american_scientific_journal-2088	103	5	the	the	DET
american_scientific_journal-2088	103	6	original	original	ADJ
american_scientific_journal-2088	103	7	query	query	NOUN
american_scientific_journal-2088	103	8	to	to	ADP
american_scientific_journal-2088	103	9	the	the	DET
american_scientific_journal-2088	103	10	user	user	NOUN
american_scientific_journal-2088	103	11	as	as	ADP
american_scientific_journal-2088	103	12	the	the	DET
american_scientific_journal-2088	103	13	disambiguated	disambiguated	ADJ
american_scientific_journal-2088	103	14	query	query	NOUN
american_scientific_journal-2088	103	15	.	.	PUNCT
american_scientific_journal-2088	104	1	in	in	ADP
american_scientific_journal-2088	104	2	the	the	DET
american_scientific_journal-2088	104	3	semantic	semantic	ADJ
american_scientific_journal-2088	104	4	based	base	VERB
american_scientific_journal-2088	104	5	information	information	NOUN
american_scientific_journal-2088	104	6	retrieval	retrieval	NOUN
american_scientific_journal-2088	104	7	system	system	NOUN
american_scientific_journal-2088	104	8	,	,	PUNCT
american_scientific_journal-2088	104	9	the	the	DET
american_scientific_journal-2088	104	10	required	require	VERB
american_scientific_journal-2088	104	11	information	information	NOUN
american_scientific_journal-2088	104	12	is	be	AUX
american_scientific_journal-2088	104	13	retrieved	retrieve	VERB
american_scientific_journal-2088	104	14	from	from	ADP
american_scientific_journal-2088	104	15	the	the	DET
american_scientific_journal-2088	104	16	database	database	NOUN
american_scientific_journal-2088	104	17	by	by	ADP
american_scientific_journal-2088	104	18	using	use	VERB
american_scientific_journal-2088	104	19	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	104	20	query	query	NOUN
american_scientific_journal-2088	104	21	.	.	PUNCT
american_scientific_journal-2088	105	1	for	for	ADP
american_scientific_journal-2088	105	2	retrieval	retrieval	NOUN
american_scientific_journal-2088	105	3	process	process	NOUN
american_scientific_journal-2088	105	4	,	,	PUNCT
american_scientific_journal-2088	105	5	the	the	DET
american_scientific_journal-2088	105	6	cosine	cosine	NOUN
american_scientific_journal-2088	105	7	similarity	similarity	NOUN
american_scientific_journal-2088	105	8	method	method	NOUN
american_scientific_journal-2088	105	9	and	and	CCONJ
american_scientific_journal-2088	105	10	tf	tf	PROPN
american_scientific_journal-2088	105	11	-	-	PUNCT
american_scientific_journal-2088	105	12	idf	idf	PROPN
american_scientific_journal-2088	105	13	weighting	weighting	NOUN
american_scientific_journal-2088	105	14	scheme	scheme	NOUN
american_scientific_journal-2088	105	15	is	be	AUX
american_scientific_journal-2088	105	16	used	use	VERB
american_scientific_journal-2088	105	17	to	to	PART
american_scientific_journal-2088	105	18	calculate	calculate	VERB
american_scientific_journal-2088	105	19	the	the	DET
american_scientific_journal-2088	105	20	similarity	similarity	NOUN
american_scientific_journal-2088	105	21	between	between	ADP
american_scientific_journal-2088	105	22	the	the	DET
american_scientific_journal-2088	105	23	disambiguated	disambiguated	ADJ
american_scientific_journal-2088	105	24	query	query	NOUN
american_scientific_journal-2088	105	25	and	and	CCONJ
american_scientific_journal-2088	105	26	documents	document	NOUN
american_scientific_journal-2088	105	27	.	.	PUNCT
american_scientific_journal-2088	106	1	as	as	ADP
american_scientific_journal-2088	106	2	a	a	DET
american_scientific_journal-2088	106	3	sample	sample	NOUN
american_scientific_journal-2088	106	4	,	,	PUNCT
american_scientific_journal-2088	106	5	three	three	NUM
american_scientific_journal-2088	106	6	documents	document	NOUN
american_scientific_journal-2088	106	7	in	in	ADP
american_scientific_journal-2088	106	8	the	the	DET
american_scientific_journal-2088	106	9	database	database	NOUN
american_scientific_journal-2088	106	10	are	be	AUX
american_scientific_journal-2088	106	11	shown	show	VERB
american_scientific_journal-2088	106	12	in	in	ADP
american_scientific_journal-2088	106	13	table	table	NOUN
american_scientific_journal-2088	106	14	1	1	NUM
american_scientific_journal-2088	106	15	.	.	PUNCT
american_scientific_journal-2088	107	1	the	the	DET
american_scientific_journal-2088	107	2	tf	tf	PROPN
american_scientific_journal-2088	107	3	,	,	PUNCT
american_scientific_journal-2088	107	4	idf	idf	PROPN
american_scientific_journal-2088	107	5	and	and	CCONJ
american_scientific_journal-2088	107	6	weight	weight	NOUN
american_scientific_journal-2088	107	7	of	of	ADP
american_scientific_journal-2088	107	8	each	each	DET
american_scientific_journal-2088	107	9	keyword	keyword	NOUN
american_scientific_journal-2088	107	10	are	be	AUX
american_scientific_journal-2088	107	11	used	use	VERB
american_scientific_journal-2088	107	12	to	to	PART
american_scientific_journal-2088	107	13	calculate	calculate	VERB
american_scientific_journal-2088	107	14	the	the	DET
american_scientific_journal-2088	107	15	similarity	similarity	NOUN
american_scientific_journal-2088	107	16	between	between	ADP
american_scientific_journal-2088	107	17	the	the	DET
american_scientific_journal-2088	107	18	user	user	NOUN
american_scientific_journal-2088	107	19	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	107	20	query	query	NOUN
american_scientific_journal-2088	107	21	and	and	CCONJ
american_scientific_journal-2088	107	22	each	each	DET
american_scientific_journal-2088	107	23	document	document	NOUN
american_scientific_journal-2088	107	24	.	.	PUNCT
american_scientific_journal-2088	108	1	the	the	DET
american_scientific_journal-2088	108	2	weight	weight	NOUN
american_scientific_journal-2088	108	3	results	result	NOUN
american_scientific_journal-2088	108	4	by	by	ADP
american_scientific_journal-2088	108	5	using	use	VERB
american_scientific_journal-2088	108	6	tf	tf	PROPN
american_scientific_journal-2088	108	7	-	-	PUNCT
american_scientific_journal-2088	108	8	idf	idf	PROPN
american_scientific_journal-2088	108	9	method	method	NOUN
american_scientific_journal-2088	108	10	is	be	AUX
american_scientific_journal-2088	108	11	shown	show	VERB
american_scientific_journal-2088	108	12	in	in	ADP
american_scientific_journal-2088	108	13	table	table	NOUN
american_scientific_journal-2088	108	14	6	6	NUM
american_scientific_journal-2088	108	15	.	.	PUNCT
american_scientific_journal-2088	109	1	after	after	ADP
american_scientific_journal-2088	109	2	calculating	calculate	VERB
american_scientific_journal-2088	109	3	weight	weight	NOUN
american_scientific_journal-2088	109	4	of	of	ADP
american_scientific_journal-2088	109	5	each	each	DET
american_scientific_journal-2088	109	6	keyword	keyword	NOUN
american_scientific_journal-2088	109	7	,	,	PUNCT
american_scientific_journal-2088	109	8	these	these	DET
american_scientific_journal-2088	109	9	weights	weight	NOUN
american_scientific_journal-2088	109	10	are	be	AUX
american_scientific_journal-2088	109	11	used	use	VERB
american_scientific_journal-2088	109	12	to	to	PART
american_scientific_journal-2088	109	13	calculate	calculate	VERB
american_scientific_journal-2088	109	14	the	the	DET
american_scientific_journal-2088	109	15	cosine	cosine	NOUN
american_scientific_journal-2088	109	16	similarity	similarity	NOUN
american_scientific_journal-2088	109	17	.	.	PUNCT
american_scientific_journal-2088	110	1	these	these	DET
american_scientific_journal-2088	110	2	similarity	similarity	NOUN
american_scientific_journal-2088	110	3	results	result	VERB
american_scientific_journal-2088	110	4	by	by	ADP
american_scientific_journal-2088	110	5	using	use	VERB
american_scientific_journal-2088	110	6	the	the	DET
american_scientific_journal-2088	110	7	original	original	ADJ
american_scientific_journal-2088	110	8	tf	tf	PROPN
american_scientific_journal-2088	110	9	-	-	PUNCT
american_scientific_journal-2088	110	10	idf	idf	PROPN
american_scientific_journal-2088	110	11	method	method	NOUN
american_scientific_journal-2088	110	12	is	be	AUX
american_scientific_journal-2088	110	13	shown	show	VERB
american_scientific_journal-2088	110	14	in	in	ADP
american_scientific_journal-2088	110	15	table	table	NOUN
american_scientific_journal-2088	110	16	7	7	NUM
american_scientific_journal-2088	110	17	.	.	PUNCT
american_scientific_journal-2088	111	1	although	although	SCONJ
american_scientific_journal-2088	111	2	there	there	PRON
american_scientific_journal-2088	111	3	is	be	VERB
american_scientific_journal-2088	111	4	relevant	relevant	ADJ
american_scientific_journal-2088	111	5	document	document	NOUN
american_scientific_journal-2088	111	6	in	in	ADP
american_scientific_journal-2088	111	7	documents	document	NOUN
american_scientific_journal-2088	111	8	database	database	NOUN
american_scientific_journal-2088	111	9	,	,	PUNCT
american_scientific_journal-2088	111	10	the	the	DET
american_scientific_journal-2088	111	11	original	original	ADJ
american_scientific_journal-2088	111	12	tf	tf	PROPN
american_scientific_journal-2088	111	13	-	-	PUNCT
american_scientific_journal-2088	111	14	idf	idf	PROPN
american_scientific_journal-2088	111	15	based	base	VERB
american_scientific_journal-2088	111	16	similarity	similarity	NOUN
american_scientific_journal-2088	111	17	method	method	NOUN
american_scientific_journal-2088	111	18	can	can	AUX
american_scientific_journal-2088	111	19	not	not	PART
american_scientific_journal-2088	111	20	american	american	ADJ
american_scientific_journal-2088	111	21	scientific	scientific	ADJ
american_scientific_journal-2088	111	22	research	research	NOUN
american_scientific_journal-2088	111	23	journal	journal	NOUN
american_scientific_journal-2088	111	24	for	for	ADP
american_scientific_journal-2088	111	25	engineering	engineering	NOUN
american_scientific_journal-2088	111	26	,	,	PUNCT
american_scientific_journal-2088	111	27	technology	technology	NOUN
american_scientific_journal-2088	111	28	,	,	PUNCT
american_scientific_journal-2088	111	29	and	and	CCONJ
american_scientific_journal-2088	111	30	sciences	science	NOUN
american_scientific_journal-2088	111	31	(	(	PUNCT
american_scientific_journal-2088	111	32	asrjets	asrjet	NOUN
american_scientific_journal-2088	111	33	)	)	PUNCT
american_scientific_journal-2088	111	34	(	(	PUNCT
american_scientific_journal-2088	111	35	2016	2016	NUM
american_scientific_journal-2088	111	36	)	)	PUNCT
american_scientific_journal-2088	111	37	volume	volume	NOUN
american_scientific_journal-2088	111	38	25	25	NUM
american_scientific_journal-2088	111	39	,	,	PUNCT
american_scientific_journal-2088	111	40	no	no	DET
american_scientific_journal-2088	111	41	1	1	NUM
american_scientific_journal-2088	111	42	,	,	PUNCT
american_scientific_journal-2088	111	43	pp	pp	ADV
american_scientific_journal-2088	111	44	256	256	NUM
american_scientific_journal-2088	111	45	-	-	SYM
american_scientific_journal-2088	111	46	269	269	NUM
american_scientific_journal-2088	111	47	262	262	NUM
american_scientific_journal-2088	111	48	retrieve	retrieve	NOUN
american_scientific_journal-2088	111	49	the	the	DET
american_scientific_journal-2088	111	50	relevant	relevant	ADJ
american_scientific_journal-2088	111	51	document	document	NOUN
american_scientific_journal-2088	111	52	.	.	PUNCT
american_scientific_journal-2088	112	1	so	so	ADV
american_scientific_journal-2088	112	2	,	,	PUNCT
american_scientific_journal-2088	112	3	the	the	DET
american_scientific_journal-2088	112	4	system	system	NOUN
american_scientific_journal-2088	112	5	proposed	propose	VERB
american_scientific_journal-2088	112	6	the	the	DET
american_scientific_journal-2088	112	7	modified	modified	ADJ
american_scientific_journal-2088	112	8	inverse	inverse	NOUN
american_scientific_journal-2088	112	9	document	document	NOUN
american_scientific_journal-2088	112	10	frequency	frequency	NOUN
american_scientific_journal-2088	112	11	(	(	PUNCT
american_scientific_journal-2088	112	12	midf	midf	NOUN
american_scientific_journal-2088	112	13	)	)	PUNCT
american_scientific_journal-2088	112	14	scheme	scheme	NOUN
american_scientific_journal-2088	112	15	.	.	PUNCT
american_scientific_journal-2088	113	1	table	table	NOUN
american_scientific_journal-2088	113	2	4	4	NUM
american_scientific_journal-2088	113	3	:	:	PUNCT
american_scientific_journal-2088	113	4	weight	weight	NOUN
american_scientific_journal-2088	113	5	result	result	NOUN
american_scientific_journal-2088	113	6	about	about	ADP
american_scientific_journal-2088	113	7	“	"	PUNCT
american_scientific_journal-2088	113	8	clustering	clustering	ADJ
american_scientific_journal-2088	113	9	”	"	PUNCT
american_scientific_journal-2088	113	10	keyword	keyword	NOUN
american_scientific_journal-2088	113	11	vector	vector	NOUN
american_scientific_journal-2088	113	12	name	name	NOUN
american_scientific_journal-2088	113	13	term	term	NOUN
american_scientific_journal-2088	113	14	(	(	PUNCT
american_scientific_journal-2088	113	15	keyword	keyword	NOUN
american_scientific_journal-2088	113	16	)	)	PUNCT
american_scientific_journal-2088	113	17	weight	weight	NOUN
american_scientific_journal-2088	113	18	result	result	NOUN
american_scientific_journal-2088	113	19	from	from	ADP
american_scientific_journal-2088	113	20	tf	tf	PROPN
american_scientific_journal-2088	113	21	idf	idf	PROPN
american_scientific_journal-2088	113	22	tf	tf	PROPN
american_scientific_journal-2088	113	23	-	-	PUNCT
american_scientific_journal-2088	113	24	idf	idf	PROPN
american_scientific_journal-2088	113	25	weight	weight	NOUN
american_scientific_journal-2088	113	26	tf	tf	PROPN
american_scientific_journal-2088	113	27	idf	idf	PROPN
american_scientific_journal-2088	113	28	training	training	NOUN
american_scientific_journal-2088	113	29	vector	vector	NOUN
american_scientific_journal-2088	113	30	1	1	NUM
american_scientific_journal-2088	113	31	density	density	NOUN
american_scientific_journal-2088	113	32	1	1	NUM
american_scientific_journal-2088	113	33	0	0	NUM
american_scientific_journal-2088	113	34	0	0	NUM
american_scientific_journal-2088	113	35	based	base	VERB
american_scientific_journal-2088	113	36	1	1	NUM
american_scientific_journal-2088	113	37	0	0	NUM
american_scientific_journal-2088	113	38	0	0	NUM
american_scientific_journal-2088	113	39	method	method	NOUN
american_scientific_journal-2088	113	40	1	1	NUM
american_scientific_journal-2088	113	41	0	0	NUM
american_scientific_journal-2088	113	42	0	0	NUM
american_scientific_journal-2088	113	43	discovers	discover	VERB
american_scientific_journal-2088	113	44	1	1	NUM
american_scientific_journal-2088	113	45	0.301	0.301	NUM
american_scientific_journal-2088	113	46	0.301	0.301	NUM
american_scientific_journal-2088	113	47	clusters	cluster	NOUN
american_scientific_journal-2088	113	48	1	1	NUM
american_scientific_journal-2088	113	49	0.301	0.301	NUM
american_scientific_journal-2088	113	50	0.301	0.301	NUM
american_scientific_journal-2088	113	51	spatial	spatial	ADJ
american_scientific_journal-2088	113	52	1	1	NUM
american_scientific_journal-2088	113	53	0.301	0.301	NUM
american_scientific_journal-2088	113	54	0.301	0.301	NUM
american_scientific_journal-2088	113	55	database	database	NOUN
american_scientific_journal-2088	113	56	1	1	NUM
american_scientific_journal-2088	113	57	0.301	0.301	NUM
american_scientific_journal-2088	113	58	0.301	0.301	NUM
american_scientific_journal-2088	113	59	training	training	NOUN
american_scientific_journal-2088	113	60	vector	vector	NOUN
american_scientific_journal-2088	113	61	2	2	NUM
american_scientific_journal-2088	113	62	density	density	NOUN
american_scientific_journal-2088	113	63	1	1	NUM
american_scientific_journal-2088	113	64	0	0	NUM
american_scientific_journal-2088	113	65	0	0	NUM
american_scientific_journal-2088	113	66	based	base	VERB
american_scientific_journal-2088	113	67	0.5	0.5	NUM
american_scientific_journal-2088	113	68	0	0	NUM
american_scientific_journal-2088	113	69	0	0	NUM
american_scientific_journal-2088	113	70	method	method	NOUN
american_scientific_journal-2088	113	71	0.5	0.5	NUM
american_scientific_journal-2088	113	72	0	0	NUM
american_scientific_journal-2088	113	73	0	0	NUM
american_scientific_journal-2088	113	74	distribution	distribution	NOUN
american_scientific_journal-2088	113	75	0.5	0.5	NUM
american_scientific_journal-2088	113	76	0.301	0.301	NUM
american_scientific_journal-2088	113	77	0.151	0.151	NUM
american_scientific_journal-2088	113	78	functions	function	NOUN
american_scientific_journal-2088	113	79	0.5	0.5	NUM
american_scientific_journal-2088	113	80	0.301	0.301	NUM
american_scientific_journal-2088	113	81	0.151	0.151	NUM
american_scientific_journal-2088	113	82	testing	testing	NOUN
american_scientific_journal-2088	113	83	density	density	NOUN
american_scientific_journal-2088	113	84	1	1	NUM
american_scientific_journal-2088	113	85	0	0	NUM
american_scientific_journal-2088	113	86	0	0	NUM
american_scientific_journal-2088	113	87	table	table	NOUN
american_scientific_journal-2088	113	88	5	5	NUM
american_scientific_journal-2088	113	89	:	:	PUNCT
american_scientific_journal-2088	113	90	similarity	similarity	NOUN
american_scientific_journal-2088	113	91	result	result	NOUN
american_scientific_journal-2088	113	92	about	about	ADP
american_scientific_journal-2088	113	93	“	"	PUNCT
american_scientific_journal-2088	113	94	clustering	clustering	ADJ
american_scientific_journal-2088	113	95	”	"	PUNCT
american_scientific_journal-2088	113	96	keyword	keyword	NOUN
american_scientific_journal-2088	113	97	i	i	PROPN
american_scientific_journal-2088	113	98	d	d	PROPN
american_scientific_journal-2088	113	99	similarity	similarity	NOUN
american_scientific_journal-2088	113	100	between	between	ADP
american_scientific_journal-2088	113	101	training	training	NOUN
american_scientific_journal-2088	113	102	vector	vector	NOUN
american_scientific_journal-2088	113	103	and	and	CCONJ
american_scientific_journal-2088	113	104	testing	test	VERB
american_scientific_journal-2088	113	105	vector	vector	NOUN
american_scientific_journal-2088	113	106	cosine	cosine	NOUN
american_scientific_journal-2088	113	107	similarity	similarity	NOUN
american_scientific_journal-2088	113	108	results	result	NOUN
american_scientific_journal-2088	113	109	using	use	VERB
american_scientific_journal-2088	113	110	tf	tf	PROPN
american_scientific_journal-2088	113	111	-	-	PUNCT
american_scientific_journal-2088	113	112	idf	idf	ADJ
american_scientific_journal-2088	113	113	1	1	NUM
american_scientific_journal-2088	113	114	training	training	NOUN
american_scientific_journal-2088	113	115	vector	vector	NOUN
american_scientific_journal-2088	113	116	1	1	NUM
american_scientific_journal-2088	113	117	and	and	CCONJ
american_scientific_journal-2088	113	118	testing	test	VERB
american_scientific_journal-2088	113	119	vector	vector	NOUN
american_scientific_journal-2088	113	120	0	0	NUM
american_scientific_journal-2088	113	121	2	2	NUM
american_scientific_journal-2088	113	122	training	training	NOUN
american_scientific_journal-2088	113	123	vector	vector	NOUN
american_scientific_journal-2088	113	124	2	2	NUM
american_scientific_journal-2088	113	125	and	and	CCONJ
american_scientific_journal-2088	113	126	testing	test	VERB
american_scientific_journal-2088	113	127	vector	vector	NOUN
american_scientific_journal-2088	113	128	0	0	NUM
american_scientific_journal-2088	114	1	the	the	DET
american_scientific_journal-2088	114	2	midf	midf	NOUN
american_scientific_journal-2088	114	3	is	be	AUX
american_scientific_journal-2088	114	4	proposed	propose	VERB
american_scientific_journal-2088	114	5	to	to	PART
american_scientific_journal-2088	114	6	retrieve	retrieve	VERB
american_scientific_journal-2088	114	7	more	more	ADV
american_scientific_journal-2088	114	8	relevant	relevant	ADJ
american_scientific_journal-2088	114	9	senses	sense	NOUN
american_scientific_journal-2088	114	10	,	,	PUNCT
american_scientific_journal-2088	114	11	whereas	whereas	SCONJ
american_scientific_journal-2088	114	12	original	original	ADJ
american_scientific_journal-2088	114	13	idf	idf	NOUN
american_scientific_journal-2088	114	14	does	do	AUX
american_scientific_journal-2088	114	15	not	not	PART
american_scientific_journal-2088	114	16	retrieve	retrieve	VERB
american_scientific_journal-2088	114	17	it	it	PRON
american_scientific_journal-2088	114	18	even	even	ADV
american_scientific_journal-2088	114	19	though	though	SCONJ
american_scientific_journal-2088	114	20	there	there	PRON
american_scientific_journal-2088	114	21	is	be	VERB
american_scientific_journal-2088	114	22	a	a	DET
american_scientific_journal-2088	114	23	relevant	relevant	ADJ
american_scientific_journal-2088	114	24	sense	sense	NOUN
american_scientific_journal-2088	114	25	as	as	SCONJ
american_scientific_journal-2088	114	26	explained	explain	VERB
american_scientific_journal-2088	114	27	in	in	ADP
american_scientific_journal-2088	114	28	the	the	DET
american_scientific_journal-2088	114	29	above	above	ADJ
american_scientific_journal-2088	114	30	section	section	NOUN
american_scientific_journal-2088	114	31	.	.	PUNCT
american_scientific_journal-2088	115	1	the	the	DET
american_scientific_journal-2088	115	2	proposed	propose	VERB
american_scientific_journal-2088	115	3	equation	equation	NOUN
american_scientific_journal-2088	115	4	is	be	AUX
american_scientific_journal-2088	115	5	shown	show	VERB
american_scientific_journal-2088	115	6	as	as	ADP
american_scientific_journal-2088	115	7	follow	follow	NOUN
american_scientific_journal-2088	115	8	.	.	PUNCT
american_scientific_journal-2088	116	1	in	in	ADP
american_scientific_journal-2088	116	2	this	this	DET
american_scientific_journal-2088	116	3	equation	equation	NOUN
american_scientific_journal-2088	116	4	,	,	PUNCT
american_scientific_journal-2088	116	5	simpl	simpl	PROPN
american_scientific_journal-2088	116	6	y	y	PROPN
american_scientific_journal-2088	116	7	adding	add	VERB
american_scientific_journal-2088	116	8	n	n	CCONJ
american_scientific_journal-2088	116	9	/	/	SYM
american_scientific_journal-2088	116	10	dfi	dfi	PROPN
american_scientific_journal-2088	116	11	to	to	ADP
american_scientific_journal-2088	116	12	the	the	DET
american_scientific_journal-2088	116	13	original	original	ADJ
american_scientific_journal-2088	116	14	equation	equation	NOUN
american_scientific_journal-2088	116	15	works	work	VERB
american_scientific_journal-2088	116	16	perfectly	perfectly	ADV
american_scientific_journal-2088	116	17	for	for	ADP
american_scientific_journal-2088	116	18	all	all	DET
american_scientific_journal-2088	116	19	input	input	NOUN
american_scientific_journal-2088	116	20	sentences	sentence	NOUN
american_scientific_journal-2088	116	21	while	while	SCONJ
american_scientific_journal-2088	116	22	finding	find	VERB
american_scientific_journal-2088	116	23	the	the	DET
american_scientific_journal-2088	116	24	relevant	relevant	ADJ
american_scientific_journal-2088	116	25	senses	sense	NOUN
american_scientific_journal-2088	116	26	.	.	PUNCT
american_scientific_journal-2088	117	1	(	(	PUNCT
american_scientific_journal-2088	117	2	6	6	X
american_scientific_journal-2088	117	3	)	)	PUNCT
american_scientific_journal-2088	117	4			NOUN
american_scientific_journal-2088	117	5			PUNCT
american_scientific_journal-2088	118	1			PROPN
american_scientific_journal-2088	119	1			INTJ
american_scientific_journal-2088	119	2			NOUN
american_scientific_journal-2088	119	3			VERB
american_scientific_journal-2088	119	4	+	+	PROPN
american_scientific_journal-2088	119	5	=	=	NOUN
american_scientific_journal-2088	119	6	ii	ii	VERB
american_scientific_journal-2088	120	1	i	i	PRON
american_scientific_journal-2088	120	2	df	df	PROPN
american_scientific_journal-2088	120	3	n	n	PRON
american_scientific_journal-2088	120	4	df	df	PROPN
american_scientific_journal-2088	120	5	nlogmidf	nlogmidf	PROPN
american_scientific_journal-2088	120	6	american	american	PROPN
american_scientific_journal-2088	120	7	scientific	scientific	PROPN
american_scientific_journal-2088	120	8	research	research	PROPN
american_scientific_journal-2088	120	9	journal	journal	NOUN
american_scientific_journal-2088	120	10	for	for	ADP
american_scientific_journal-2088	120	11	engineering	engineering	NOUN
american_scientific_journal-2088	120	12	,	,	PUNCT
american_scientific_journal-2088	120	13	technology	technology	NOUN
american_scientific_journal-2088	120	14	,	,	PUNCT
american_scientific_journal-2088	120	15	and	and	CCONJ
american_scientific_journal-2088	120	16	sciences	science	NOUN
american_scientific_journal-2088	120	17	(	(	PUNCT
american_scientific_journal-2088	120	18	asrjets	asrjet	NOUN
american_scientific_journal-2088	120	19	)	)	PUNCT
american_scientific_journal-2088	120	20	(	(	PUNCT
american_scientific_journal-2088	120	21	2016	2016	NUM
american_scientific_journal-2088	120	22	)	)	PUNCT
american_scientific_journal-2088	120	23	volume	volume	NOUN
american_scientific_journal-2088	120	24	25	25	NUM
american_scientific_journal-2088	120	25	,	,	PUNCT
american_scientific_journal-2088	120	26	no	no	DET
american_scientific_journal-2088	120	27	1	1	NUM
american_scientific_journal-2088	120	28	,	,	PUNCT
american_scientific_journal-2088	120	29	pp	pp	ADV
american_scientific_journal-2088	120	30	256	256	NUM
american_scientific_journal-2088	120	31	-	-	SYM
american_scientific_journal-2088	120	32	269	269	NUM
american_scientific_journal-2088	120	33	263	263	NUM
american_scientific_journal-2088	120	34	where	where	SCONJ
american_scientific_journal-2088	120	35	,	,	PUNCT
american_scientific_journal-2088	120	36	dfi	dfi	PROPN
american_scientific_journal-2088	120	37	is	be	AUX
american_scientific_journal-2088	120	38	the	the	DET
american_scientific_journal-2088	120	39	number	number	NOUN
american_scientific_journal-2088	120	40	of	of	ADP
american_scientific_journal-2088	120	41	train	train	NOUN
american_scientific_journal-2088	120	42	vectors	vector	NOUN
american_scientific_journal-2088	120	43	in	in	ADP
american_scientific_journal-2088	120	44	which	which	PRON
american_scientific_journal-2088	120	45	term	term	NOUN
american_scientific_journal-2088	120	46	ti	ti	NOUN
american_scientific_journal-2088	120	47	appear	appear	VERB
american_scientific_journal-2088	120	48	.	.	PUNCT
american_scientific_journal-2088	121	1	n	n	PRON
american_scientific_journal-2088	121	2	is	be	AUX
american_scientific_journal-2088	121	3	the	the	DET
american_scientific_journal-2088	121	4	total	total	ADJ
american_scientific_journal-2088	121	5	number	number	NOUN
american_scientific_journal-2088	121	6	of	of	ADP
american_scientific_journal-2088	121	7	train	train	NOUN
american_scientific_journal-2088	121	8	vectors	vector	NOUN
american_scientific_journal-2088	121	9	in	in	ADP
american_scientific_journal-2088	121	10	the	the	DET
american_scientific_journal-2088	121	11	system	system	NOUN
american_scientific_journal-2088	121	12	.	.	PUNCT
american_scientific_journal-2088	122	1	idfi	idfi	PROPN
american_scientific_journal-2088	122	2	is	be	AUX
american_scientific_journal-2088	122	3	the	the	DET
american_scientific_journal-2088	122	4	inverse	inverse	ADJ
american_scientific_journal-2088	122	5	document	document	NOUN
american_scientific_journal-2088	122	6	frequency	frequency	NOUN
american_scientific_journal-2088	122	7	of	of	ADP
american_scientific_journal-2088	122	8	term	term	NOUN
american_scientific_journal-2088	122	9	ti	ti	NOUN
american_scientific_journal-2088	122	10	.	.	PROPN
american_scientific_journal-2088	122	11	table	table	NOUN
american_scientific_journal-2088	122	12	6	6	NUM
american_scientific_journal-2088	122	13	:	:	PUNCT
american_scientific_journal-2088	122	14	weight	weight	NOUN
american_scientific_journal-2088	122	15	result	result	NOUN
american_scientific_journal-2088	122	16	of	of	ADP
american_scientific_journal-2088	122	17	each	each	DET
american_scientific_journal-2088	122	18	keyword	keyword	NOUN
american_scientific_journal-2088	122	19	name	name	NOUN
american_scientific_journal-2088	122	20	term	term	NOUN
american_scientific_journal-2088	122	21	(	(	PUNCT
american_scientific_journal-2088	122	22	keyword	keyword	NOUN
american_scientific_journal-2088	122	23	)	)	PUNCT
american_scientific_journal-2088	122	24	weight	weight	NOUN
american_scientific_journal-2088	122	25	result	result	NOUN
american_scientific_journal-2088	122	26	from	from	ADP
american_scientific_journal-2088	122	27	tf	tf	PROPN
american_scientific_journal-2088	122	28	-	-	PUNCT
american_scientific_journal-2088	122	29	idf	idf	ADJ
american_scientific_journal-2088	122	30	tf	tf	PROPN
american_scientific_journal-2088	122	31	-	-	PUNCT
american_scientific_journal-2088	122	32	idf	idf	PROPN
american_scientific_journal-2088	122	33	weight	weight	NOUN
american_scientific_journal-2088	122	34	tf	tf	PROPN
american_scientific_journal-2088	122	35	idf	idf	PROPN
american_scientific_journal-2088	122	36	document	document	NOUN
american_scientific_journal-2088	122	37	1	1	NUM
american_scientific_journal-2088	122	38	denclue	denclue	NOUN
american_scientific_journal-2088	122	39	1	1	NUM
american_scientific_journal-2088	122	40	0	0	NUM
american_scientific_journal-2088	122	41	0	0	NUM
american_scientific_journal-2088	122	42	framework	framework	NOUN
american_scientific_journal-2088	122	43	1	1	NUM
american_scientific_journal-2088	122	44	0.477	0.477	NUM
american_scientific_journal-2088	122	45	0.477	0.477	NUM
american_scientific_journal-2088	122	46	builds	build	VERB
american_scientific_journal-2088	122	47	1	1	NUM
american_scientific_journal-2088	122	48	0.477	0.477	NUM
american_scientific_journal-2088	122	49	0.477	0.477	NUM
american_scientific_journal-2088	122	50	non	non	ADJ
american_scientific_journal-2088	122	51	-	-	ADJ
american_scientific_journal-2088	122	52	parametric	parametric	ADJ
american_scientific_journal-2088	122	53	1	1	NUM
american_scientific_journal-2088	122	54	0.477	0.477	NUM
american_scientific_journal-2088	122	55	0.477	0.477	NUM
american_scientific_journal-2088	122	56	method	method	NOUN
american_scientific_journal-2088	122	57	1	1	NUM
american_scientific_journal-2088	122	58	0.176	0.176	NUM
american_scientific_journal-2088	122	59	0.176	0.176	NUM
american_scientific_journal-2088	122	60	namely	namely	ADV
american_scientific_journal-2088	122	61	1	1	NUM
american_scientific_journal-2088	122	62	0.477	0.477	NUM
american_scientific_journal-2088	122	63	0.477	0.477	NUM
american_scientific_journal-2088	122	64	kernel	kernel	NOUN
american_scientific_journal-2088	122	65	1	1	NUM
american_scientific_journal-2088	122	66	0.477	0.477	NUM
american_scientific_journal-2088	122	67	0.477	0.477	NUM
american_scientific_journal-2088	122	68	estimation	estimation	NOUN
american_scientific_journal-2088	122	69	1	1	NUM
american_scientific_journal-2088	122	70	0.477	0.477	NUM
american_scientific_journal-2088	122	71	0.477	0.477	NUM
american_scientific_journal-2088	122	72	document	document	NOUN
american_scientific_journal-2088	122	73	2	2	NUM
american_scientific_journal-2088	122	74	denclue	denclue	NOUN
american_scientific_journal-2088	122	75	0.5	0.5	NUM
american_scientific_journal-2088	122	76	0	0	NUM
american_scientific_journal-2088	122	77	0	0	NUM
american_scientific_journal-2088	122	78	uses	use	VERB
american_scientific_journal-2088	122	79	0.5	0.5	NUM
american_scientific_journal-2088	122	80	0.477	0.477	NUM
american_scientific_journal-2088	122	81	0.239	0.239	NUM
american_scientific_journal-2088	122	82	influence	influence	NOUN
american_scientific_journal-2088	122	83	0.5	0.5	NUM
american_scientific_journal-2088	122	84	0.477	0.477	NUM
american_scientific_journal-2088	122	85	0.239	0.239	NUM
american_scientific_journal-2088	122	86	functions	function	NOUN
american_scientific_journal-2088	122	87	0.5	0.5	NUM
american_scientific_journal-2088	122	88	0.477	0.477	NUM
american_scientific_journal-2088	122	89	0.239	0.239	NUM
american_scientific_journal-2088	122	90	data	datum	NOUN
american_scientific_journal-2088	122	91	1	1	NUM
american_scientific_journal-2088	122	92	0.477	0.477	NUM
american_scientific_journal-2088	122	93	0.477	0.477	NUM
american_scientific_journal-2088	122	94	points	point	NOUN
american_scientific_journal-2088	122	95	0.5	0.5	NUM
american_scientific_journal-2088	122	96	0.477	0.477	NUM
american_scientific_journal-2088	122	97	0.239	0.239	NUM
american_scientific_journal-2088	122	98	model	model	NOUN
american_scientific_journal-2088	122	99	0.5	0.5	NUM
american_scientific_journal-2088	122	100	0.477	0.477	NUM
american_scientific_journal-2088	122	101	0.239	0.239	NUM
american_scientific_journal-2088	122	102	space	space	NOUN
american_scientific_journal-2088	122	103	0.5	0.5	NUM
american_scientific_journal-2088	122	104	0.477	0.477	NUM
american_scientific_journal-2088	122	105	0.239	0.239	NUM
american_scientific_journal-2088	122	106	document	document	NOUN
american_scientific_journal-2088	122	107	3	3	NUM
american_scientific_journal-2088	122	108	denclue	denclue	NOUN
american_scientific_journal-2088	122	109	1	1	NUM
american_scientific_journal-2088	122	110	0	0	NUM
american_scientific_journal-2088	122	111	0	0	NUM
american_scientific_journal-2088	122	112	method	method	NOUN
american_scientific_journal-2088	122	113	1	1	NUM
american_scientific_journal-2088	122	114	0.176	0.176	NUM
american_scientific_journal-2088	122	115	0.176	0.176	NUM
american_scientific_journal-2088	122	116	strong	strong	ADJ
american_scientific_journal-2088	122	117	1	1	NUM
american_scientific_journal-2088	122	118	0.477	0.477	NUM
american_scientific_journal-2088	122	119	0.477	0.477	NUM
american_scientific_journal-2088	122	120	mathematical	mathematical	ADJ
american_scientific_journal-2088	122	121	1	1	NUM
american_scientific_journal-2088	122	122	0.477	0.477	NUM
american_scientific_journal-2088	122	123	0.477	0.477	NUM
american_scientific_journal-2088	122	124	foundation	foundation	NOUN
american_scientific_journal-2088	122	125	1	1	NUM
american_scientific_journal-2088	122	126	0.477	0.477	NUM
american_scientific_journal-2088	122	127	0.477	0.477	NUM
american_scientific_journal-2088	122	128	query	query	NOUN
american_scientific_journal-2088	122	129	denclue	denclue	NOUN
american_scientific_journal-2088	122	130	1	1	NUM
american_scientific_journal-2088	122	131	0.477	0.477	NUM
american_scientific_journal-2088	122	132	0.477	0.477	NUM
american_scientific_journal-2088	122	133	density	density	NOUN
american_scientific_journal-2088	122	134	1	1	NUM
american_scientific_journal-2088	122	135	0.477	0.477	NUM
american_scientific_journal-2088	122	136	0.477	0.477	NUM
american_scientific_journal-2088	122	137	clustering	cluster	VERB
american_scientific_journal-2088	122	138	1	1	NUM
american_scientific_journal-2088	122	139	0.477	0.477	NUM
american_scientific_journal-2088	122	140	0.477	0.477	NUM
american_scientific_journal-2088	122	141	c.	c.	NOUN
american_scientific_journal-2088	122	142	explanation	explanation	NOUN
american_scientific_journal-2088	122	143	of	of	ADP
american_scientific_journal-2088	122	144	the	the	DET
american_scientific_journal-2088	122	145	proposed	propose	VERB
american_scientific_journal-2088	122	146	solution	solution	NOUN
american_scientific_journal-2088	122	147	this	this	DET
american_scientific_journal-2088	122	148	system	system	NOUN
american_scientific_journal-2088	122	149	searches	search	VERB
american_scientific_journal-2088	122	150	the	the	DET
american_scientific_journal-2088	122	151	most	most	ADV
american_scientific_journal-2088	122	152	relevant	relevant	ADJ
american_scientific_journal-2088	122	153	sense	sense	NOUN
american_scientific_journal-2088	122	154	of	of	ADP
american_scientific_journal-2088	122	155	each	each	DET
american_scientific_journal-2088	122	156	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	122	157	word	word	NOUN
american_scientific_journal-2088	122	158	and	and	CCONJ
american_scientific_journal-2088	122	159	the	the	DET
american_scientific_journal-2088	122	160	relevant	relevant	ADJ
american_scientific_journal-2088	122	161	document	document	NOUN
american_scientific_journal-2088	122	162	between	between	ADP
american_scientific_journal-2088	122	163	the	the	DET
american_scientific_journal-2088	122	164	disambiguated	disambiguated	ADJ
american_scientific_journal-2088	122	165	query	query	NOUN
american_scientific_journal-2088	122	166	and	and	CCONJ
american_scientific_journal-2088	122	167	the	the	DET
american_scientific_journal-2088	122	168	documents	document	NOUN
american_scientific_journal-2088	122	169	by	by	ADP
american_scientific_journal-2088	122	170	using	use	VERB
american_scientific_journal-2088	122	171	the	the	DET
american_scientific_journal-2088	122	172	tf	tf	PROPN
american_scientific_journal-2088	122	173	-	-	PUNCT
american_scientific_journal-2088	122	174	midf	midf	NOUN
american_scientific_journal-2088	122	175	weighting	weight	VERB
american_scientific_journal-2088	122	176	schemes	scheme	NOUN
american_scientific_journal-2088	122	177	.	.	PUNCT
american_scientific_journal-2088	123	1	the	the	DET
american_scientific_journal-2088	123	2	same	same	ADJ
american_scientific_journal-2088	123	3	sample	sample	NOUN
american_scientific_journal-2088	123	4	query	query	NOUN
american_scientific_journal-2088	123	5	is	be	AUX
american_scientific_journal-2088	123	6	also	also	ADV
american_scientific_journal-2088	123	7	used	use	VERB
american_scientific_journal-2088	123	8	in	in	ADP
american_scientific_journal-2088	123	9	the	the	DET
american_scientific_journal-2088	123	10	explanation	explanation	NOUN
american_scientific_journal-2088	123	11	of	of	ADP
american_scientific_journal-2088	123	12	the	the	DET
american_scientific_journal-2088	123	13	tf	tf	PROPN
american_scientific_journal-2088	123	14	-	-	PUNCT
american_scientific_journal-2088	123	15	midf	midf	NOUN
american_scientific_journal-2088	123	16	scheme	scheme	NOUN
american_scientific_journal-2088	123	17	.	.	PUNCT
american_scientific_journal-2088	124	1	in	in	ADP
american_scientific_journal-2088	124	2	wsd	wsd	PROPN
american_scientific_journal-2088	124	3	process	process	NOUN
american_scientific_journal-2088	124	4	,	,	PUNCT
american_scientific_journal-2088	124	5	the	the	DET
american_scientific_journal-2088	124	6	knn	knn	PROPN
american_scientific_journal-2088	124	7	classifier	classifier	PROPN
american_scientific_journal-2088	124	8	,	,	PUNCT
american_scientific_journal-2088	124	9	cosine	cosine	NOUN
american_scientific_journal-2088	124	10	similarity	similarity	NOUN
american_scientific_journal-2088	124	11	and	and	CCONJ
american_scientific_journal-2088	124	12	tf	tf	PROPN
american_scientific_journal-2088	124	13	-	-	PUNCT
american_scientific_journal-2088	124	14	midf	midf	NOUN
american_scientific_journal-2088	124	15	method	method	NOUN
american_scientific_journal-2088	124	16	are	be	AUX
american_scientific_journal-2088	124	17	used	use	VERB
american_scientific_journal-2088	124	18	to	to	PART
american_scientific_journal-2088	124	19	search	search	VERB
american_scientific_journal-2088	124	20	the	the	DET
american_scientific_journal-2088	124	21	most	most	ADV
american_scientific_journal-2088	124	22	relevant	relevant	ADJ
american_scientific_journal-2088	124	23	sense	sense	NOUN
american_scientific_journal-2088	124	24	of	of	ADP
american_scientific_journal-2088	124	25	each	each	DET
american_scientific_journal-2088	124	26	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	124	27	word	word	NOUN
american_scientific_journal-2088	124	28	by	by	ADP
american_scientific_journal-2088	124	29	classifying	classify	VERB
american_scientific_journal-2088	124	30	each	each	DET
american_scientific_journal-2088	124	31	american	american	ADJ
american_scientific_journal-2088	124	32	scientific	scientific	ADJ
american_scientific_journal-2088	124	33	research	research	NOUN
american_scientific_journal-2088	124	34	journal	journal	NOUN
american_scientific_journal-2088	124	35	for	for	ADP
american_scientific_journal-2088	124	36	engineering	engineering	NOUN
american_scientific_journal-2088	124	37	,	,	PUNCT
american_scientific_journal-2088	124	38	technology	technology	NOUN
american_scientific_journal-2088	124	39	,	,	PUNCT
american_scientific_journal-2088	124	40	and	and	CCONJ
american_scientific_journal-2088	124	41	sciences	science	NOUN
american_scientific_journal-2088	124	42	(	(	PUNCT
american_scientific_journal-2088	124	43	asrjets	asrjet	NOUN
american_scientific_journal-2088	124	44	)	)	PUNCT
american_scientific_journal-2088	124	45	(	(	PUNCT
american_scientific_journal-2088	124	46	2016	2016	NUM
american_scientific_journal-2088	124	47	)	)	PUNCT
american_scientific_journal-2088	124	48	volume	volume	NOUN
american_scientific_journal-2088	124	49	25	25	NUM
american_scientific_journal-2088	124	50	,	,	PUNCT
american_scientific_journal-2088	124	51	no	no	DET
american_scientific_journal-2088	124	52	1	1	NUM
american_scientific_journal-2088	124	53	,	,	PUNCT
american_scientific_journal-2088	124	54	pp	pp	ADV
american_scientific_journal-2088	124	55	256	256	NUM
american_scientific_journal-2088	124	56	-	-	SYM
american_scientific_journal-2088	124	57	269	269	NUM
american_scientific_journal-2088	124	58	264	264	NUM
american_scientific_journal-2088	124	59	training	training	NOUN
american_scientific_journal-2088	124	60	vectors	vector	NOUN
american_scientific_journal-2088	124	61	and	and	CCONJ
american_scientific_journal-2088	124	62	testing	testing	NOUN
american_scientific_journal-2088	124	63	vector	vector	NOUN
american_scientific_journal-2088	124	64	.	.	PUNCT
american_scientific_journal-2088	125	1	the	the	DET
american_scientific_journal-2088	125	2	calculated	calculate	VERB
american_scientific_journal-2088	125	3	weight	weight	NOUN
american_scientific_journal-2088	125	4	results	result	NOUN
american_scientific_journal-2088	125	5	by	by	ADP
american_scientific_journal-2088	125	6	using	use	VERB
american_scientific_journal-2088	125	7	tf	tf	PROPN
american_scientific_journal-2088	125	8	-	-	PUNCT
american_scientific_journal-2088	125	9	midf	midf	NOUN
american_scientific_journal-2088	125	10	method	method	NOUN
american_scientific_journal-2088	125	11	about	about	ADP
american_scientific_journal-2088	125	12	“	"	PUNCT
american_scientific_journal-2088	125	13	clustering	clustering	ADJ
american_scientific_journal-2088	125	14	”	"	PUNCT
american_scientific_journal-2088	125	15	keyword	keyword	NOUN
american_scientific_journal-2088	125	16	are	be	AUX
american_scientific_journal-2088	125	17	shown	show	VERB
american_scientific_journal-2088	125	18	in	in	ADP
american_scientific_journal-2088	125	19	table	table	NOUN
american_scientific_journal-2088	125	20	8	8	NUM
american_scientific_journal-2088	125	21	.	.	PUNCT
american_scientific_journal-2088	125	22	table	table	NOUN
american_scientific_journal-2088	125	23	7	7	NUM
american_scientific_journal-2088	125	24	:	:	PUNCT
american_scientific_journal-2088	125	25	similarity	similarity	NOUN
american_scientific_journal-2088	125	26	result	result	NOUN
american_scientific_journal-2088	125	27	between	between	ADP
american_scientific_journal-2088	125	28	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	125	29	query	query	NOUN
american_scientific_journal-2088	125	30	and	and	CCONJ
american_scientific_journal-2088	125	31	documents	document	NOUN
american_scientific_journal-2088	125	32	i	i	NOUN
american_scientific_journal-2088	125	33	d	d	PROPN
american_scientific_journal-2088	125	34	similarity	similarity	NOUN
american_scientific_journal-2088	125	35	between	between	ADP
american_scientific_journal-2088	125	36	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	125	37	query	query	NOUN
american_scientific_journal-2088	125	38	and	and	CCONJ
american_scientific_journal-2088	125	39	each	each	DET
american_scientific_journal-2088	125	40	document	document	NOUN
american_scientific_journal-2088	125	41	cosine	cosine	NOUN
american_scientific_journal-2088	125	42	similarity	similarity	NOUN
american_scientific_journal-2088	125	43	results	result	NOUN
american_scientific_journal-2088	125	44	using	use	VERB
american_scientific_journal-2088	125	45	tfidf	tfidf	NOUN
american_scientific_journal-2088	125	46	1	1	NUM
american_scientific_journal-2088	125	47	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	125	48	query	query	NOUN
american_scientific_journal-2088	125	49	and	and	CCONJ
american_scientific_journal-2088	125	50	document	document	NOUN
american_scientific_journal-2088	125	51	1	1	NUM
american_scientific_journal-2088	125	52	0	0	NUM
american_scientific_journal-2088	125	53	2	2	NUM
american_scientific_journal-2088	125	54	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	125	55	query	query	NOUN
american_scientific_journal-2088	125	56	and	and	CCONJ
american_scientific_journal-2088	125	57	document	document	NOUN
american_scientific_journal-2088	125	58	2	2	NUM
american_scientific_journal-2088	125	59	0	0	NUM
american_scientific_journal-2088	125	60	3	3	NUM
american_scientific_journal-2088	125	61	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	125	62	query	query	NOUN
american_scientific_journal-2088	125	63	and	and	CCONJ
american_scientific_journal-2088	125	64	document	document	NOUN
american_scientific_journal-2088	125	65	3	3	NUM
american_scientific_journal-2088	125	66	0	0	NUM
american_scientific_journal-2088	125	67	modified	modify	VERB
american_scientific_journal-2088	125	68	inverse	inverse	NOUN
american_scientific_journal-2088	125	69	document	document	NOUN
american_scientific_journal-2088	125	70	frequency	frequency	NOUN
american_scientific_journal-2088	125	71	table	table	NOUN
american_scientific_journal-2088	125	72	8	8	NUM
american_scientific_journal-2088	125	73	:	:	PUNCT
american_scientific_journal-2088	125	74	weight	weight	NOUN
american_scientific_journal-2088	125	75	result	result	NOUN
american_scientific_journal-2088	125	76	about	about	ADP
american_scientific_journal-2088	125	77	“	"	PUNCT
american_scientific_journal-2088	125	78	clustering	clustering	ADJ
american_scientific_journal-2088	125	79	”	"	PUNCT
american_scientific_journal-2088	125	80	keyword	keyword	NOUN
american_scientific_journal-2088	125	81	vector	vector	NOUN
american_scientific_journal-2088	125	82	name	name	NOUN
american_scientific_journal-2088	125	83	term	term	NOUN
american_scientific_journal-2088	125	84	(	(	PUNCT
american_scientific_journal-2088	125	85	keyword	keyword	NOUN
american_scientific_journal-2088	125	86	)	)	PUNCT
american_scientific_journal-2088	125	87	weight	weight	NOUN
american_scientific_journal-2088	125	88	result	result	NOUN
american_scientific_journal-2088	125	89	from	from	ADP
american_scientific_journal-2088	125	90	tf	tf	PROPN
american_scientific_journal-2088	125	91	midf	midf	PROPN
american_scientific_journal-2088	125	92	tf	tf	PROPN
american_scientific_journal-2088	125	93	-	-	PUNCT
american_scientific_journal-2088	125	94	midf	midf	NOUN
american_scientific_journal-2088	125	95	weight	weight	NOUN
american_scientific_journal-2088	125	96	tf	tf	PROPN
american_scientific_journal-2088	125	97	midf	midf	PROPN
american_scientific_journal-2088	125	98	training	train	VERB
american_scientific_journal-2088	125	99	vector	vector	NOUN
american_scientific_journal-2088	125	100	1	1	NUM
american_scientific_journal-2088	125	101	density	density	NOUN
american_scientific_journal-2088	125	102	1	1	NUM
american_scientific_journal-2088	125	103	0.301	0.301	NUM
american_scientific_journal-2088	125	104	0.301	0.301	NUM
american_scientific_journal-2088	125	105	based	base	VERB
american_scientific_journal-2088	125	106	1	1	NUM
american_scientific_journal-2088	125	107	0.301	0.301	NUM
american_scientific_journal-2088	125	108	0.301	0.301	NUM
american_scientific_journal-2088	125	109	method	method	NOUN
american_scientific_journal-2088	125	110	1	1	NUM
american_scientific_journal-2088	125	111	0.301	0.301	NUM
american_scientific_journal-2088	125	112	0.301	0.301	NUM
american_scientific_journal-2088	125	113	discovers	discover	VERB
american_scientific_journal-2088	125	114	1	1	NUM
american_scientific_journal-2088	125	115	0.602	0.602	NUM
american_scientific_journal-2088	125	116	0.602	0.602	NUM
american_scientific_journal-2088	125	117	clusters	cluster	NOUN
american_scientific_journal-2088	125	118	1	1	NUM
american_scientific_journal-2088	125	119	0.602	0.602	NUM
american_scientific_journal-2088	125	120	0.602	0.602	NUM
american_scientific_journal-2088	125	121	spatial	spatial	ADJ
american_scientific_journal-2088	125	122	1	1	NUM
american_scientific_journal-2088	125	123	0.602	0.602	NUM
american_scientific_journal-2088	125	124	0.602	0.602	NUM
american_scientific_journal-2088	125	125	database	database	NOUN
american_scientific_journal-2088	125	126	1	1	NUM
american_scientific_journal-2088	125	127	0.602	0.602	NUM
american_scientific_journal-2088	125	128	0.602	0.602	NUM
american_scientific_journal-2088	125	129	training	training	NOUN
american_scientific_journal-2088	125	130	vector	vector	NOUN
american_scientific_journal-2088	125	131	2	2	NUM
american_scientific_journal-2088	125	132	density	density	NOUN
american_scientific_journal-2088	125	133	1	1	NUM
american_scientific_journal-2088	125	134	0.301	0.301	NUM
american_scientific_journal-2088	125	135	0.301	0.301	NUM
american_scientific_journal-2088	125	136	based	base	VERB
american_scientific_journal-2088	125	137	0.5	0.5	NUM
american_scientific_journal-2088	125	138	0.301	0.301	NUM
american_scientific_journal-2088	125	139	0.151	0.151	NUM
american_scientific_journal-2088	125	140	method	method	NOUN
american_scientific_journal-2088	125	141	0.5	0.5	NUM
american_scientific_journal-2088	125	142	0.301	0.301	NUM
american_scientific_journal-2088	125	143	0.151	0.151	NUM
american_scientific_journal-2088	125	144	distribution	distribution	NOUN
american_scientific_journal-2088	125	145	0.5	0.5	NUM
american_scientific_journal-2088	125	146	0.602	0.602	NUM
american_scientific_journal-2088	125	147	0.301	0.301	NUM
american_scientific_journal-2088	125	148	functions	function	NOUN
american_scientific_journal-2088	125	149	0.5	0.5	NUM
american_scientific_journal-2088	125	150	0.602	0.602	NUM
american_scientific_journal-2088	125	151	0.301	0.301	NUM
american_scientific_journal-2088	125	152	testing	testing	NOUN
american_scientific_journal-2088	125	153	density	density	NOUN
american_scientific_journal-2088	125	154	1	1	NUM
american_scientific_journal-2088	125	155	0.301	0.301	NUM
american_scientific_journal-2088	125	156	0.301	0.301	NUM
american_scientific_journal-2088	125	157	according	accord	VERB
american_scientific_journal-2088	125	158	to	to	ADP
american_scientific_journal-2088	125	159	the	the	DET
american_scientific_journal-2088	125	160	similarity	similarity	NOUN
american_scientific_journal-2088	125	161	result	result	NOUN
american_scientific_journal-2088	125	162	by	by	ADP
american_scientific_journal-2088	125	163	using	use	VERB
american_scientific_journal-2088	125	164	tf	tf	PROPN
american_scientific_journal-2088	125	165	-	-	PUNCT
american_scientific_journal-2088	125	166	midf	midf	PROPN
american_scientific_journal-2088	125	167	,	,	PUNCT
american_scientific_journal-2088	125	168	the	the	DET
american_scientific_journal-2088	125	169	sense	sense	NOUN
american_scientific_journal-2088	125	170	"	"	PUNCT
american_scientific_journal-2088	125	171	declue	declue	NOUN
american_scientific_journal-2088	125	172	"	"	PUNCT
american_scientific_journal-2088	125	173	about	about	ADP
american_scientific_journal-2088	125	174	the	the	DET
american_scientific_journal-2088	125	175	training	training	NOUN
american_scientific_journal-2088	125	176	vector	vector	NOUN
american_scientific_journal-2088	125	177	2	2	NUM
american_scientific_journal-2088	125	178	is	be	AUX
american_scientific_journal-2088	125	179	the	the	DET
american_scientific_journal-2088	125	180	most	most	ADV
american_scientific_journal-2088	125	181	relevant	relevant	ADJ
american_scientific_journal-2088	125	182	sense	sense	NOUN
american_scientific_journal-2088	125	183	of	of	ADP
american_scientific_journal-2088	125	184	"	"	PUNCT
american_scientific_journal-2088	125	185	clustering	cluster	VERB
american_scientific_journal-2088	125	186	"	"	PUNCT
american_scientific_journal-2088	125	187	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	125	188	word	word	NOUN
american_scientific_journal-2088	125	189	.	.	PUNCT
american_scientific_journal-2088	126	1	after	after	ADP
american_scientific_journal-2088	126	2	disambiguation	disambiguation	NOUN
american_scientific_journal-2088	126	3	each	each	DET
american_scientific_journal-2088	126	4	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	126	5	word	word	NOUN
american_scientific_journal-2088	126	6	from	from	ADP
american_scientific_journal-2088	126	7	the	the	DET
american_scientific_journal-2088	126	8	user	user	NOUN
american_scientific_journal-2088	126	9	query	query	NOUN
american_scientific_journal-2088	126	10	,	,	PUNCT
american_scientific_journal-2088	126	11	the	the	DET
american_scientific_journal-2088	126	12	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	126	13	user	user	NOUN
american_scientific_journal-2088	126	14	query	query	NOUN
american_scientific_journal-2088	126	15	is	be	AUX
american_scientific_journal-2088	126	16	as	as	SCONJ
american_scientific_journal-2088	126	17	follows	follow	VERB
american_scientific_journal-2088	126	18	:	:	PUNCT
american_scientific_journal-2088	126	19	american	american	ADJ
american_scientific_journal-2088	126	20	scientific	scientific	ADJ
american_scientific_journal-2088	126	21	research	research	PROPN
american_scientific_journal-2088	126	22	journal	journal	NOUN
american_scientific_journal-2088	126	23	for	for	ADP
american_scientific_journal-2088	126	24	engineering	engineering	NOUN
american_scientific_journal-2088	126	25	,	,	PUNCT
american_scientific_journal-2088	126	26	technology	technology	NOUN
american_scientific_journal-2088	126	27	,	,	PUNCT
american_scientific_journal-2088	126	28	and	and	CCONJ
american_scientific_journal-2088	126	29	sciences	science	NOUN
american_scientific_journal-2088	126	30	(	(	PUNCT
american_scientific_journal-2088	126	31	asrjets	asrjet	NOUN
american_scientific_journal-2088	126	32	)	)	PUNCT
american_scientific_journal-2088	126	33	(	(	PUNCT
american_scientific_journal-2088	126	34	2016	2016	NUM
american_scientific_journal-2088	126	35	)	)	PUNCT
american_scientific_journal-2088	126	36	volume	volume	NOUN
american_scientific_journal-2088	126	37	25	25	NUM
american_scientific_journal-2088	126	38	,	,	PUNCT
american_scientific_journal-2088	126	39	no	no	DET
american_scientific_journal-2088	126	40	1	1	NUM
american_scientific_journal-2088	126	41	,	,	PUNCT
american_scientific_journal-2088	126	42	pp	pp	ADV
american_scientific_journal-2088	126	43	256	256	NUM
american_scientific_journal-2088	126	44	-	-	SYM
american_scientific_journal-2088	126	45	269	269	NUM
american_scientific_journal-2088	126	46	265	265	NUM
american_scientific_journal-2088	126	47	figure	figure	NOUN
american_scientific_journal-2088	126	48	2	2	NUM
american_scientific_journal-2088	126	49	:	:	PUNCT
american_scientific_journal-2088	126	50	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	126	51	query	query	NOUN
american_scientific_journal-2088	126	52	the	the	DET
american_scientific_journal-2088	126	53	similarity	similarity	NOUN
american_scientific_journal-2088	126	54	results	result	VERB
american_scientific_journal-2088	126	55	by	by	ADP
american_scientific_journal-2088	126	56	using	use	VERB
american_scientific_journal-2088	126	57	the	the	DET
american_scientific_journal-2088	126	58	tf	tf	PROPN
american_scientific_journal-2088	126	59	-	-	PUNCT
american_scientific_journal-2088	126	60	midf	midf	NOUN
american_scientific_journal-2088	126	61	method	method	NOUN
american_scientific_journal-2088	126	62	as	as	SCONJ
american_scientific_journal-2088	126	63	shown	show	VERB
american_scientific_journal-2088	126	64	in	in	ADP
american_scientific_journal-2088	126	65	table	table	NOUN
american_scientific_journal-2088	126	66	9	9	NUM
american_scientific_journal-2088	126	67	.	.	PUNCT
american_scientific_journal-2088	126	68	table	table	NOUN
american_scientific_journal-2088	126	69	9	9	NUM
american_scientific_journal-2088	126	70	:	:	PUNCT
american_scientific_journal-2088	126	71	similarity	similarity	NOUN
american_scientific_journal-2088	126	72	result	result	NOUN
american_scientific_journal-2088	126	73	about	about	ADP
american_scientific_journal-2088	126	74	“	"	PUNCT
american_scientific_journal-2088	126	75	clustering	clustering	ADJ
american_scientific_journal-2088	126	76	”	"	PUNCT
american_scientific_journal-2088	126	77	keyword	keyword	NOUN
american_scientific_journal-2088	126	78	i	i	PROPN
american_scientific_journal-2088	126	79	d	d	PROPN
american_scientific_journal-2088	126	80	similarity	similarity	NOUN
american_scientific_journal-2088	126	81	between	between	ADP
american_scientific_journal-2088	126	82	training	training	NOUN
american_scientific_journal-2088	126	83	vector	vector	NOUN
american_scientific_journal-2088	126	84	and	and	CCONJ
american_scientific_journal-2088	126	85	testing	test	VERB
american_scientific_journal-2088	126	86	vector	vector	NOUN
american_scientific_journal-2088	126	87	cosine	cosine	NOUN
american_scientific_journal-2088	126	88	similarity	similarity	NOUN
american_scientific_journal-2088	126	89	results	result	NOUN
american_scientific_journal-2088	126	90	using	use	VERB
american_scientific_journal-2088	126	91	tfmidf	tfmidf	NOUN
american_scientific_journal-2088	126	92	1	1	NUM
american_scientific_journal-2088	126	93	training	training	NOUN
american_scientific_journal-2088	126	94	vector	vector	NOUN
american_scientific_journal-2088	126	95	1	1	NUM
american_scientific_journal-2088	126	96	and	and	CCONJ
american_scientific_journal-2088	126	97	testing	test	VERB
american_scientific_journal-2088	126	98	vector	vector	NOUN
american_scientific_journal-2088	126	99	0.22942	0.22942	NUM
american_scientific_journal-2088	126	100	2	2	NUM
american_scientific_journal-2088	126	101	training	training	NOUN
american_scientific_journal-2088	126	102	vector	vector	NOUN
american_scientific_journal-2088	126	103	2	2	NUM
american_scientific_journal-2088	126	104	and	and	CCONJ
american_scientific_journal-2088	126	105	testing	test	VERB
american_scientific_journal-2088	126	106	vector	vector	NOUN
american_scientific_journal-2088	126	107	0.53427	0.53427	NUM
american_scientific_journal-2088	126	108	the	the	DET
american_scientific_journal-2088	126	109	cosine	cosine	NOUN
american_scientific_journal-2088	126	110	similarity	similarity	NOUN
american_scientific_journal-2088	126	111	method	method	NOUN
american_scientific_journal-2088	126	112	and	and	CCONJ
american_scientific_journal-2088	126	113	tf	tf	NOUN
american_scientific_journal-2088	126	114	-	-	PUNCT
american_scientific_journal-2088	126	115	midf	midf	NOUN
american_scientific_journal-2088	126	116	weighting	weight	VERB
american_scientific_journal-2088	126	117	scheme	scheme	NOUN
american_scientific_journal-2088	126	118	are	be	AUX
american_scientific_journal-2088	126	119	used	use	VERB
american_scientific_journal-2088	126	120	to	to	PART
american_scientific_journal-2088	126	121	calculate	calculate	VERB
american_scientific_journal-2088	126	122	the	the	DET
american_scientific_journal-2088	126	123	similarity	similarity	NOUN
american_scientific_journal-2088	126	124	between	between	ADP
american_scientific_journal-2088	126	125	the	the	DET
american_scientific_journal-2088	126	126	disambiguated	disambiguated	ADJ
american_scientific_journal-2088	126	127	query	query	NOUN
american_scientific_journal-2088	126	128	and	and	CCONJ
american_scientific_journal-2088	126	129	documents	document	NOUN
american_scientific_journal-2088	126	130	in	in	ADP
american_scientific_journal-2088	126	131	the	the	DET
american_scientific_journal-2088	126	132	retrieval	retrieval	NOUN
american_scientific_journal-2088	126	133	process	process	NOUN
american_scientific_journal-2088	126	134	.	.	PUNCT
american_scientific_journal-2088	127	1	the	the	DET
american_scientific_journal-2088	127	2	tf	tf	PROPN
american_scientific_journal-2088	127	3	,	,	PUNCT
american_scientific_journal-2088	127	4	midf	midf	NOUN
american_scientific_journal-2088	127	5	and	and	CCONJ
american_scientific_journal-2088	127	6	weight	weight	NOUN
american_scientific_journal-2088	127	7	of	of	ADP
american_scientific_journal-2088	127	8	each	each	DET
american_scientific_journal-2088	127	9	keyword	keyword	NOUN
american_scientific_journal-2088	127	10	are	be	AUX
american_scientific_journal-2088	127	11	used	use	VERB
american_scientific_journal-2088	127	12	to	to	PART
american_scientific_journal-2088	127	13	calculate	calculate	VERB
american_scientific_journal-2088	127	14	the	the	DET
american_scientific_journal-2088	127	15	similarity	similarity	NOUN
american_scientific_journal-2088	127	16	between	between	ADP
american_scientific_journal-2088	127	17	the	the	DET
american_scientific_journal-2088	127	18	user	user	NOUN
american_scientific_journal-2088	127	19	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	127	20	query	query	NOUN
american_scientific_journal-2088	127	21	and	and	CCONJ
american_scientific_journal-2088	127	22	each	each	DET
american_scientific_journal-2088	127	23	document	document	NOUN
american_scientific_journal-2088	127	24	.	.	PUNCT
american_scientific_journal-2088	128	1	the	the	DET
american_scientific_journal-2088	128	2	weight	weight	NOUN
american_scientific_journal-2088	128	3	results	result	NOUN
american_scientific_journal-2088	128	4	by	by	ADP
american_scientific_journal-2088	128	5	using	use	VERB
american_scientific_journal-2088	128	6	tf	tf	PROPN
american_scientific_journal-2088	128	7	-	-	PUNCT
american_scientific_journal-2088	128	8	midf	midf	NOUN
american_scientific_journal-2088	128	9	method	method	NOUN
american_scientific_journal-2088	128	10	is	be	AUX
american_scientific_journal-2088	128	11	shown	show	VERB
american_scientific_journal-2088	128	12	in	in	ADP
american_scientific_journal-2088	128	13	table	table	NOUN
american_scientific_journal-2088	128	14	10	10	NUM
american_scientific_journal-2088	128	15	.	.	PUNCT
american_scientific_journal-2088	129	1	after	after	ADP
american_scientific_journal-2088	129	2	calculating	calculate	VERB
american_scientific_journal-2088	129	3	weight	weight	NOUN
american_scientific_journal-2088	129	4	of	of	ADP
american_scientific_journal-2088	129	5	each	each	DET
american_scientific_journal-2088	129	6	keyword	keyword	NOUN
american_scientific_journal-2088	129	7	,	,	PUNCT
american_scientific_journal-2088	129	8	these	these	DET
american_scientific_journal-2088	129	9	weights	weight	NOUN
american_scientific_journal-2088	129	10	are	be	AUX
american_scientific_journal-2088	129	11	used	use	VERB
american_scientific_journal-2088	129	12	to	to	PART
american_scientific_journal-2088	129	13	calculate	calculate	VERB
american_scientific_journal-2088	129	14	the	the	DET
american_scientific_journal-2088	129	15	cosine	cosine	NOUN
american_scientific_journal-2088	129	16	similarity	similarity	NOUN
american_scientific_journal-2088	129	17	.	.	PUNCT
american_scientific_journal-2088	130	1	these	these	DET
american_scientific_journal-2088	130	2	similarity	similarity	NOUN
american_scientific_journal-2088	130	3	results	result	VERB
american_scientific_journal-2088	130	4	by	by	ADP
american_scientific_journal-2088	130	5	using	use	VERB
american_scientific_journal-2088	130	6	the	the	DET
american_scientific_journal-2088	130	7	tf	tf	PROPN
american_scientific_journal-2088	130	8	-	-	PUNCT
american_scientific_journal-2088	130	9	midf	midf	NOUN
american_scientific_journal-2088	130	10	method	method	NOUN
american_scientific_journal-2088	130	11	is	be	AUX
american_scientific_journal-2088	130	12	shown	show	VERB
american_scientific_journal-2088	130	13	in	in	ADP
american_scientific_journal-2088	130	14	table	table	NOUN
american_scientific_journal-2088	130	15	11	11	NUM
american_scientific_journal-2088	130	16	.	.	PUNCT
american_scientific_journal-2088	131	1	the	the	DET
american_scientific_journal-2088	131	2	document	document	NOUN
american_scientific_journal-2088	131	3	3	3	NUM
american_scientific_journal-2088	131	4	is	be	AUX
american_scientific_journal-2088	131	5	the	the	DET
american_scientific_journal-2088	131	6	most	most	ADV
american_scientific_journal-2088	131	7	relevant	relevant	ADJ
american_scientific_journal-2088	131	8	to	to	ADP
american_scientific_journal-2088	131	9	the	the	DET
american_scientific_journal-2088	131	10	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	131	11	query	query	NOUN
american_scientific_journal-2088	131	12	according	accord	VERB
american_scientific_journal-2088	131	13	to	to	ADP
american_scientific_journal-2088	131	14	the	the	DET
american_scientific_journal-2088	131	15	tfmidf	tfmidf	NOUN
american_scientific_journal-2088	131	16	based	base	VERB
american_scientific_journal-2088	131	17	similarity	similarity	NOUN
american_scientific_journal-2088	131	18	results	result	NOUN
american_scientific_journal-2088	131	19	.	.	PUNCT
american_scientific_journal-2088	132	1	so	so	ADV
american_scientific_journal-2088	132	2	,	,	PUNCT
american_scientific_journal-2088	132	3	the	the	DET
american_scientific_journal-2088	132	4	tf	tf	PROPN
american_scientific_journal-2088	132	5	-	-	PUNCT
american_scientific_journal-2088	132	6	midf	midf	NOUN
american_scientific_journal-2088	132	7	based	base	VERB
american_scientific_journal-2088	132	8	similarity	similarity	NOUN
american_scientific_journal-2088	132	9	method	method	NOUN
american_scientific_journal-2088	132	10	is	be	AUX
american_scientific_journal-2088	132	11	more	more	ADV
american_scientific_journal-2088	132	12	effective	effective	ADJ
american_scientific_journal-2088	132	13	than	than	ADP
american_scientific_journal-2088	132	14	tf	tf	PROPN
american_scientific_journal-2088	132	15	-	-	PUNCT
american_scientific_journal-2088	132	16	idf	idf	PROPN
american_scientific_journal-2088	132	17	based	base	VERB
american_scientific_journal-2088	132	18	method	method	NOUN
american_scientific_journal-2088	132	19	.	.	PUNCT
american_scientific_journal-2088	133	1	so	so	ADV
american_scientific_journal-2088	133	2	,	,	PUNCT
american_scientific_journal-2088	133	3	the	the	DET
american_scientific_journal-2088	133	4	modified	modify	VERB
american_scientific_journal-2088	133	5	idf	idf	PROPN
american_scientific_journal-2088	133	6	method	method	NOUN
american_scientific_journal-2088	133	7	is	be	AUX
american_scientific_journal-2088	133	8	able	able	ADJ
american_scientific_journal-2088	133	9	to	to	PART
american_scientific_journal-2088	133	10	improve	improve	VERB
american_scientific_journal-2088	133	11	the	the	DET
american_scientific_journal-2088	133	12	performance	performance	NOUN
american_scientific_journal-2088	133	13	of	of	ADP
american_scientific_journal-2088	133	14	disambiguation	disambiguation	NOUN
american_scientific_journal-2088	133	15	process	process	NOUN
american_scientific_journal-2088	133	16	and	and	CCONJ
american_scientific_journal-2088	133	17	ir	ir	PROPN
american_scientific_journal-2088	133	18	process	process	NOUN
american_scientific_journal-2088	133	19	.	.	PUNCT
american_scientific_journal-2088	134	1	d.	d.	PROPN
american_scientific_journal-2088	134	2	experimental	experimental	ADJ
american_scientific_journal-2088	134	3	result	result	NOUN
american_scientific_journal-2088	134	4	of	of	ADP
american_scientific_journal-2088	134	5	the	the	DET
american_scientific_journal-2088	134	6	proposed	propose	VERB
american_scientific_journal-2088	134	7	system	system	NOUN
american_scientific_journal-2088	134	8	to	to	PART
american_scientific_journal-2088	134	9	access	access	VERB
american_scientific_journal-2088	134	10	the	the	DET
american_scientific_journal-2088	134	11	“	"	PUNCT
american_scientific_journal-2088	134	12	accuracy	accuracy	NOUN
american_scientific_journal-2088	134	13	”	"	PUNCT
american_scientific_journal-2088	134	14	or	or	CCONJ
american_scientific_journal-2088	134	15	“	"	PUNCT
american_scientific_journal-2088	134	16	correctness	correctness	NOUN
american_scientific_journal-2088	134	17	”	"	PUNCT
american_scientific_journal-2088	134	18	of	of	ADP
american_scientific_journal-2088	134	19	the	the	DET
american_scientific_journal-2088	134	20	system	system	NOUN
american_scientific_journal-2088	134	21	,	,	PUNCT
american_scientific_journal-2088	134	22	there	there	PRON
american_scientific_journal-2088	134	23	is	be	VERB
american_scientific_journal-2088	134	24	a	a	DET
american_scientific_journal-2088	134	25	measure	measure	NOUN
american_scientific_journal-2088	134	26	of	of	ADP
american_scientific_journal-2088	134	27	ir	ir	PROPN
american_scientific_journal-2088	134	28	success	success	NOUN
american_scientific_journal-2088	134	29	that	that	PRON
american_scientific_journal-2088	134	30	is	be	AUX
american_scientific_journal-2088	134	31	based	base	VERB
american_scientific_journal-2088	134	32	on	on	ADP
american_scientific_journal-2088	134	33	the	the	DET
american_scientific_journal-2088	134	34	concept	concept	NOUN
american_scientific_journal-2088	134	35	of	of	ADP
american_scientific_journal-2088	134	36	relevance	relevance	NOUN
american_scientific_journal-2088	134	37	.	.	PUNCT
american_scientific_journal-2088	135	1	the	the	DET
american_scientific_journal-2088	135	2	effectiveness	effectiveness	NOUN
american_scientific_journal-2088	135	3	of	of	ADP
american_scientific_journal-2088	135	4	an	an	DET
american_scientific_journal-2088	135	5	information	information	NOUN
american_scientific_journal-2088	135	6	retrieval	retrieval	NOUN
american_scientific_journal-2088	135	7	system	system	NOUN
american_scientific_journal-2088	135	8	is	be	AUX
american_scientific_journal-2088	135	9	evaluated	evaluate	VERB
american_scientific_journal-2088	135	10	by	by	ADP
american_scientific_journal-2088	135	11	using	use	VERB
american_scientific_journal-2088	135	12	precision	precision	NOUN
american_scientific_journal-2088	135	13	.	.	PUNCT
american_scientific_journal-2088	136	1	precision	precision	NOUN
american_scientific_journal-2088	136	2	is	be	AUX
american_scientific_journal-2088	136	3	the	the	DET
american_scientific_journal-2088	136	4	percentage	percentage	NOUN
american_scientific_journal-2088	136	5	of	of	ADP
american_scientific_journal-2088	136	6	retrieved	retrieve	VERB
american_scientific_journal-2088	136	7	documents	document	NOUN
american_scientific_journal-2088	136	8	that	that	PRON
american_scientific_journal-2088	136	9	is	be	AUX
american_scientific_journal-2088	136	10	relevant	relevant	ADJ
american_scientific_journal-2088	136	11	to	to	ADP
american_scientific_journal-2088	136	12	the	the	DET
american_scientific_journal-2088	136	13	query	query	NOUN
american_scientific_journal-2088	136	14	.	.	PUNCT
american_scientific_journal-2088	137	1	the	the	DET
american_scientific_journal-2088	137	2	precision	precision	NOUN
american_scientific_journal-2088	137	3	can	can	AUX
american_scientific_journal-2088	137	4	be	be	AUX
american_scientific_journal-2088	137	5	defined	define	VERB
american_scientific_journal-2088	137	6	as	as	SCONJ
american_scientific_journal-2088	137	7	follows	follow	VERB
american_scientific_journal-2088	137	8	:	:	PUNCT
american_scientific_journal-2088	137	9	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	137	10	query	query	NOUN
american_scientific_journal-2088	137	11	:	:	PUNCT
american_scientific_journal-2088	137	12	declue	declue	NOUN
american_scientific_journal-2088	137	13	density	density	NOUN
american_scientific_journal-2088	137	14	clustering	cluster	VERB
american_scientific_journal-2088	137	15	american	american	ADJ
american_scientific_journal-2088	137	16	scientific	scientific	ADJ
american_scientific_journal-2088	137	17	research	research	NOUN
american_scientific_journal-2088	137	18	journal	journal	NOUN
american_scientific_journal-2088	137	19	for	for	ADP
american_scientific_journal-2088	137	20	engineering	engineering	NOUN
american_scientific_journal-2088	137	21	,	,	PUNCT
american_scientific_journal-2088	137	22	technology	technology	NOUN
american_scientific_journal-2088	137	23	,	,	PUNCT
american_scientific_journal-2088	137	24	and	and	CCONJ
american_scientific_journal-2088	137	25	sciences	science	NOUN
american_scientific_journal-2088	137	26	(	(	PUNCT
american_scientific_journal-2088	137	27	asrjets	asrjet	NOUN
american_scientific_journal-2088	137	28	)	)	PUNCT
american_scientific_journal-2088	137	29	(	(	PUNCT
american_scientific_journal-2088	137	30	2016	2016	NUM
american_scientific_journal-2088	137	31	)	)	PUNCT
american_scientific_journal-2088	137	32	volume	volume	NOUN
american_scientific_journal-2088	137	33	25	25	NUM
american_scientific_journal-2088	137	34	,	,	PUNCT
american_scientific_journal-2088	137	35	no	no	DET
american_scientific_journal-2088	137	36	1	1	NUM
american_scientific_journal-2088	137	37	,	,	PUNCT
american_scientific_journal-2088	137	38	pp	pp	ADV
american_scientific_journal-2088	137	39	256	256	NUM
american_scientific_journal-2088	137	40	-	-	SYM
american_scientific_journal-2088	137	41	269	269	NUM
american_scientific_journal-2088	137	42	266	266	NUM
american_scientific_journal-2088	137	43	precision	precision	NOUN
american_scientific_journal-2088	137	44	=	=	SYM
american_scientific_journal-2088	137	45	×100	×100	NOUN
american_scientific_journal-2088	137	46	%	%	NOUN
american_scientific_journal-2088	137	47	as	as	ADP
american_scientific_journal-2088	137	48	a	a	DET
american_scientific_journal-2088	137	49	sample	sample	NOUN
american_scientific_journal-2088	137	50	,	,	PUNCT
american_scientific_journal-2088	137	51	the	the	DET
american_scientific_journal-2088	137	52	average	average	ADJ
american_scientific_journal-2088	137	53	precision	precision	NOUN
american_scientific_journal-2088	137	54	results	result	NOUN
american_scientific_journal-2088	137	55	of	of	ADP
american_scientific_journal-2088	137	56	the	the	DET
american_scientific_journal-2088	137	57	system	system	NOUN
american_scientific_journal-2088	137	58	are	be	AUX
american_scientific_journal-2088	137	59	shown	show	VERB
american_scientific_journal-2088	137	60	in	in	ADP
american_scientific_journal-2088	137	61	figure	figure	NOUN
american_scientific_journal-2088	137	62	3	3	NUM
american_scientific_journal-2088	137	63	.	.	PUNCT
american_scientific_journal-2088	138	1	these	these	DET
american_scientific_journal-2088	138	2	results	result	NOUN
american_scientific_journal-2088	138	3	are	be	AUX
american_scientific_journal-2088	138	4	the	the	DET
american_scientific_journal-2088	138	5	accuracy	accuracy	NOUN
american_scientific_journal-2088	138	6	results	result	NOUN
american_scientific_journal-2088	138	7	using	use	VERB
american_scientific_journal-2088	138	8	tf	tf	PROPN
american_scientific_journal-2088	138	9	-	-	PUNCT
american_scientific_journal-2088	138	10	idf	idf	PROPN
american_scientific_journal-2088	138	11	and	and	CCONJ
american_scientific_journal-2088	138	12	tf	tf	NOUN
american_scientific_journal-2088	138	13	-	-	PUNCT
american_scientific_journal-2088	138	14	midf	midf	NOUN
american_scientific_journal-2088	138	15	based	base	VERB
american_scientific_journal-2088	138	16	similarity	similarity	NOUN
american_scientific_journal-2088	138	17	method	method	NOUN
american_scientific_journal-2088	138	18	.	.	PUNCT
american_scientific_journal-2088	139	1	in	in	ADP
american_scientific_journal-2088	139	2	this	this	DET
american_scientific_journal-2088	139	3	sample	sample	NOUN
american_scientific_journal-2088	139	4	,	,	PUNCT
american_scientific_journal-2088	139	5	the	the	DET
american_scientific_journal-2088	139	6	relevance	relevance	NOUN
american_scientific_journal-2088	139	7	of	of	ADP
american_scientific_journal-2088	139	8	result	result	NOUN
american_scientific_journal-2088	139	9	documents	document	NOUN
american_scientific_journal-2088	139	10	with	with	ADP
american_scientific_journal-2088	139	11	user	user	NOUN
american_scientific_journal-2088	139	12	intended	intend	VERB
american_scientific_journal-2088	139	13	category	category	NOUN
american_scientific_journal-2088	139	14	is	be	AUX
american_scientific_journal-2088	139	15	measured	measure	VERB
american_scientific_journal-2088	139	16	the	the	DET
american_scientific_journal-2088	139	17	number	number	NOUN
american_scientific_journal-2088	139	18	of	of	ADP
american_scientific_journal-2088	139	19	relevant	relevant	ADJ
american_scientific_journal-2088	139	20	documents	document	NOUN
american_scientific_journal-2088	139	21	with	with	ADP
american_scientific_journal-2088	139	22	user	user	NOUN
american_scientific_journal-2088	139	23	intended	intend	VERB
american_scientific_journal-2088	139	24	category	category	NOUN
american_scientific_journal-2088	139	25	by	by	ADP
american_scientific_journal-2088	139	26	the	the	DET
american_scientific_journal-2088	139	27	total	total	ADJ
american_scientific_journal-2088	139	28	number	number	NOUN
american_scientific_journal-2088	139	29	of	of	ADP
american_scientific_journal-2088	139	30	retrieved	retrieve	VERB
american_scientific_journal-2088	139	31	documents	document	NOUN
american_scientific_journal-2088	139	32	.	.	PUNCT
american_scientific_journal-2088	140	1	as	as	SCONJ
american_scientific_journal-2088	140	2	we	we	PRON
american_scientific_journal-2088	140	3	assume	assume	VERB
american_scientific_journal-2088	140	4	,	,	PUNCT
american_scientific_journal-2088	140	5	documents	document	NOUN
american_scientific_journal-2088	140	6	are	be	AUX
american_scientific_journal-2088	140	7	ranked	rank	VERB
american_scientific_journal-2088	140	8	according	accord	VERB
american_scientific_journal-2088	140	9	to	to	ADP
american_scientific_journal-2088	140	10	the	the	DET
american_scientific_journal-2088	140	11	scores	score	NOUN
american_scientific_journal-2088	140	12	of	of	ADP
american_scientific_journal-2088	140	13	similarity	similarity	NOUN
american_scientific_journal-2088	140	14	,	,	PUNCT
american_scientific_journal-2088	140	15	the	the	DET
american_scientific_journal-2088	140	16	top	top	ADJ
american_scientific_journal-2088	140	17	result	result	NOUN
american_scientific_journal-2088	140	18	documents	document	NOUN
american_scientific_journal-2088	140	19	are	be	AUX
american_scientific_journal-2088	140	20	more	more	ADV
american_scientific_journal-2088	140	21	close	close	ADJ
american_scientific_journal-2088	140	22	to	to	ADP
american_scientific_journal-2088	140	23	user	user	NOUN
american_scientific_journal-2088	140	24	requirements	requirement	NOUN
american_scientific_journal-2088	140	25	.	.	PUNCT
american_scientific_journal-2088	141	1	so	so	ADV
american_scientific_journal-2088	141	2	,	,	PUNCT
american_scientific_journal-2088	141	3	top	top	ADJ
american_scientific_journal-2088	141	4	100	100	NUM
american_scientific_journal-2088	141	5	of	of	ADP
american_scientific_journal-2088	141	6	retrieved	retrieve	VERB
american_scientific_journal-2088	141	7	documents	document	NOUN
american_scientific_journal-2088	141	8	are	be	AUX
american_scientific_journal-2088	141	9	considered	consider	VERB
american_scientific_journal-2088	141	10	as	as	ADP
american_scientific_journal-2088	141	11	the	the	DET
american_scientific_journal-2088	141	12	total	total	ADJ
american_scientific_journal-2088	141	13	number	number	NOUN
american_scientific_journal-2088	141	14	of	of	ADP
american_scientific_journal-2088	141	15	retrieved	retrieve	VERB
american_scientific_journal-2088	141	16	documents	document	NOUN
american_scientific_journal-2088	141	17	.	.	PUNCT
american_scientific_journal-2088	142	1	table	table	NOUN
american_scientific_journal-2088	142	2	10	10	NUM
american_scientific_journal-2088	142	3	:	:	PUNCT
american_scientific_journal-2088	142	4	weight	weight	NOUN
american_scientific_journal-2088	142	5	result	result	NOUN
american_scientific_journal-2088	142	6	of	of	ADP
american_scientific_journal-2088	142	7	each	each	DET
american_scientific_journal-2088	142	8	keyword	keyword	NOUN
american_scientific_journal-2088	142	9	name	name	NOUN
american_scientific_journal-2088	142	10	term	term	NOUN
american_scientific_journal-2088	142	11	(	(	PUNCT
american_scientific_journal-2088	142	12	keyword	keyword	NOUN
american_scientific_journal-2088	142	13	)	)	PUNCT
american_scientific_journal-2088	142	14	weight	weight	NOUN
american_scientific_journal-2088	142	15	result	result	NOUN
american_scientific_journal-2088	142	16	from	from	ADP
american_scientific_journal-2088	142	17	tf	tf	PROPN
american_scientific_journal-2088	142	18	-	-	PUNCT
american_scientific_journal-2088	142	19	midf	midf	NOUN
american_scientific_journal-2088	142	20	tf	tf	PROPN
american_scientific_journal-2088	142	21	-	-	PUNCT
american_scientific_journal-2088	142	22	midf	midf	NOUN
american_scientific_journal-2088	142	23	weight	weight	NOUN
american_scientific_journal-2088	143	1	tf	tf	PROPN
american_scientific_journal-2088	143	2	midf	midf	PROPN
american_scientific_journal-2088	143	3	document	document	NOUN
american_scientific_journal-2088	143	4	1	1	NUM
american_scientific_journal-2088	143	5	denclue	denclue	NOUN
american_scientific_journal-2088	143	6	1	1	NUM
american_scientific_journal-2088	143	7	0.301	0.301	NUM
american_scientific_journal-2088	143	8	0.301	0.301	NUM
american_scientific_journal-2088	143	9	framework	framework	NOUN
american_scientific_journal-2088	143	10	1	1	NUM
american_scientific_journal-2088	143	11	0.778	0.778	NUM
american_scientific_journal-2088	143	12	0.778	0.778	NUM
american_scientific_journal-2088	143	13	builds	build	VERB
american_scientific_journal-2088	143	14	1	1	NUM
american_scientific_journal-2088	143	15	0.778	0.778	NUM
american_scientific_journal-2088	143	16	0.778	0.778	NUM
american_scientific_journal-2088	143	17	non	non	ADJ
american_scientific_journal-2088	143	18	-	-	ADJ
american_scientific_journal-2088	143	19	parametric	parametric	ADJ
american_scientific_journal-2088	143	20	1	1	NUM
american_scientific_journal-2088	143	21	0.778	0.778	NUM
american_scientific_journal-2088	143	22	0.778	0.778	NUM
american_scientific_journal-2088	143	23	method	method	NOUN
american_scientific_journal-2088	143	24	1	1	NUM
american_scientific_journal-2088	143	25	0.477	0.477	NUM
american_scientific_journal-2088	143	26	0.477	0.477	NUM
american_scientific_journal-2088	143	27	namely	namely	ADV
american_scientific_journal-2088	143	28	1	1	NUM
american_scientific_journal-2088	143	29	0.778	0.778	NUM
american_scientific_journal-2088	143	30	0.778	0.778	NUM
american_scientific_journal-2088	143	31	kernel	kernel	PROPN
american_scientific_journal-2088	143	32	1	1	NUM
american_scientific_journal-2088	143	33	0.778	0.778	NUM
american_scientific_journal-2088	143	34	0.778	0.778	NUM
american_scientific_journal-2088	143	35	estimation	estimation	NOUN
american_scientific_journal-2088	143	36	1	1	NUM
american_scientific_journal-2088	143	37	0.778	0.778	NUM
american_scientific_journal-2088	143	38	0.778	0.778	NUM
american_scientific_journal-2088	143	39	document	document	NOUN
american_scientific_journal-2088	143	40	2	2	NUM
american_scientific_journal-2088	143	41	denclue	denclue	NOUN
american_scientific_journal-2088	143	42	0.5	0.5	NUM
american_scientific_journal-2088	143	43	0.301	0.301	NUM
american_scientific_journal-2088	143	44	0.151	0.151	NUM
american_scientific_journal-2088	143	45	uses	use	VERB
american_scientific_journal-2088	143	46	0.5	0.5	NUM
american_scientific_journal-2088	143	47	0.778	0.778	NUM
american_scientific_journal-2088	143	48	0.389	0.389	NUM
american_scientific_journal-2088	143	49	influence	influence	NOUN
american_scientific_journal-2088	143	50	0.5	0.5	NUM
american_scientific_journal-2088	143	51	0.778	0.778	NUM
american_scientific_journal-2088	143	52	0.389	0.389	NUM
american_scientific_journal-2088	143	53	functions	function	NOUN
american_scientific_journal-2088	143	54	0.5	0.5	NUM
american_scientific_journal-2088	143	55	0.778	0.778	NUM
american_scientific_journal-2088	143	56	0.389	0.389	NUM
american_scientific_journal-2088	143	57	data	datum	NOUN
american_scientific_journal-2088	143	58	1	1	NUM
american_scientific_journal-2088	143	59	0.778	0.778	NUM
american_scientific_journal-2088	143	60	0.778	0.778	NUM
american_scientific_journal-2088	143	61	points	point	NOUN
american_scientific_journal-2088	143	62	0.5	0.5	NUM
american_scientific_journal-2088	143	63	0.778	0.778	NUM
american_scientific_journal-2088	143	64	0.389	0.389	NUM
american_scientific_journal-2088	143	65	model	model	NOUN
american_scientific_journal-2088	143	66	0.5	0.5	NUM
american_scientific_journal-2088	143	67	0.778	0.778	NUM
american_scientific_journal-2088	143	68	0.389	0.389	NUM
american_scientific_journal-2088	143	69	space	space	NOUN
american_scientific_journal-2088	143	70	0.5	0.5	NUM
american_scientific_journal-2088	143	71	0.778	0.778	NUM
american_scientific_journal-2088	143	72	0.389	0.389	NUM
american_scientific_journal-2088	143	73	document	document	NOUN
american_scientific_journal-2088	143	74	3	3	NUM
american_scientific_journal-2088	143	75	denclue	denclue	NOUN
american_scientific_journal-2088	143	76	1	1	NUM
american_scientific_journal-2088	143	77	0.301	0.301	NUM
american_scientific_journal-2088	143	78	0.301	0.301	NUM
american_scientific_journal-2088	143	79	method	method	NOUN
american_scientific_journal-2088	143	80	1	1	NUM
american_scientific_journal-2088	143	81	0.477	0.477	NUM
american_scientific_journal-2088	143	82	0.477	0.477	NUM
american_scientific_journal-2088	143	83	strong	strong	ADJ
american_scientific_journal-2088	143	84	1	1	NUM
american_scientific_journal-2088	143	85	0.778	0.778	NUM
american_scientific_journal-2088	143	86	0.778	0.778	NUM
american_scientific_journal-2088	143	87	mathematical	mathematical	PROPN
american_scientific_journal-2088	143	88	1	1	NUM
american_scientific_journal-2088	143	89	0.778	0.778	NUM
american_scientific_journal-2088	143	90	0.778	0.778	NUM
american_scientific_journal-2088	143	91	foundation	foundation	PROPN
american_scientific_journal-2088	143	92	1	1	NUM
american_scientific_journal-2088	143	93	0.778	0.778	NUM
american_scientific_journal-2088	143	94	0.778	0.778	NUM
american_scientific_journal-2088	143	95	query	query	NOUN
american_scientific_journal-2088	143	96	denclue	denclue	NOUN
american_scientific_journal-2088	143	97	1	1	NUM
american_scientific_journal-2088	143	98	0.301	0.301	NUM
american_scientific_journal-2088	143	99	0.301	0.301	NUM
american_scientific_journal-2088	143	100	density	density	NOUN
american_scientific_journal-2088	143	101	1	1	NUM
american_scientific_journal-2088	143	102	0.778	0.778	NUM
american_scientific_journal-2088	143	103	0.778	0.778	NUM
american_scientific_journal-2088	143	104	clustering	cluster	VERB
american_scientific_journal-2088	143	105	1	1	NUM
american_scientific_journal-2088	143	106	0.778	0.778	NUM
american_scientific_journal-2088	143	107	0.778	0.778	NUM
american_scientific_journal-2088	143	108	retrieved	retrieve	VERB
american_scientific_journal-2088	143	109	documents	document	NOUN
american_scientific_journal-2088	143	110	ofnumber	ofnumber	NOUN
american_scientific_journal-2088	143	111	total	total	NOUN
american_scientific_journal-2088	143	112	retrieved	retrieve	VERB
american_scientific_journal-2088	143	113	documentsrelevant	documentsrelevant	ADJ
american_scientific_journal-2088	143	114	ofnumber	ofnumber	NOUN
american_scientific_journal-2088	143	115	american	american	PROPN
american_scientific_journal-2088	143	116	scientific	scientific	PROPN
american_scientific_journal-2088	143	117	research	research	PROPN
american_scientific_journal-2088	143	118	journal	journal	NOUN
american_scientific_journal-2088	143	119	for	for	ADP
american_scientific_journal-2088	143	120	engineering	engineering	NOUN
american_scientific_journal-2088	143	121	,	,	PUNCT
american_scientific_journal-2088	143	122	technology	technology	NOUN
american_scientific_journal-2088	143	123	,	,	PUNCT
american_scientific_journal-2088	143	124	and	and	CCONJ
american_scientific_journal-2088	143	125	sciences	science	NOUN
american_scientific_journal-2088	143	126	(	(	PUNCT
american_scientific_journal-2088	143	127	asrjets	asrjet	NOUN
american_scientific_journal-2088	143	128	)	)	PUNCT
american_scientific_journal-2088	143	129	(	(	PUNCT
american_scientific_journal-2088	143	130	2016	2016	NUM
american_scientific_journal-2088	143	131	)	)	PUNCT
american_scientific_journal-2088	143	132	volume	volume	NOUN
american_scientific_journal-2088	143	133	25	25	NUM
american_scientific_journal-2088	143	134	,	,	PUNCT
american_scientific_journal-2088	143	135	no	no	DET
american_scientific_journal-2088	143	136	1	1	NUM
american_scientific_journal-2088	143	137	,	,	PUNCT
american_scientific_journal-2088	143	138	pp	pp	ADV
american_scientific_journal-2088	143	139	256	256	NUM
american_scientific_journal-2088	143	140	-	-	SYM
american_scientific_journal-2088	143	141	269	269	NUM
american_scientific_journal-2088	143	142	267	267	NUM
american_scientific_journal-2088	143	143	table	table	NOUN
american_scientific_journal-2088	143	144	11	11	NUM
american_scientific_journal-2088	143	145	:	:	PUNCT
american_scientific_journal-2088	143	146	similarity	similarity	NOUN
american_scientific_journal-2088	143	147	result	result	NOUN
american_scientific_journal-2088	143	148	between	between	ADP
american_scientific_journal-2088	143	149	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	143	150	query	query	NOUN
american_scientific_journal-2088	143	151	and	and	CCONJ
american_scientific_journal-2088	143	152	documents	document	NOUN
american_scientific_journal-2088	143	153	i	i	NOUN
american_scientific_journal-2088	143	154	d	d	PROPN
american_scientific_journal-2088	143	155	similarity	similarity	NOUN
american_scientific_journal-2088	143	156	between	between	ADP
american_scientific_journal-2088	143	157	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	143	158	query	query	NOUN
american_scientific_journal-2088	143	159	and	and	CCONJ
american_scientific_journal-2088	143	160	each	each	DET
american_scientific_journal-2088	143	161	document	document	NOUN
american_scientific_journal-2088	143	162	cosine	cosine	NOUN
american_scientific_journal-2088	143	163	similarity	similarity	NOUN
american_scientific_journal-2088	143	164	results	result	NOUN
american_scientific_journal-2088	143	165	using	use	VERB
american_scientific_journal-2088	143	166	tfmidf	tfmidf	NOUN
american_scientific_journal-2088	143	167	1	1	NUM
american_scientific_journal-2088	143	168	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	143	169	query	query	NOUN
american_scientific_journal-2088	143	170	and	and	CCONJ
american_scientific_journal-2088	143	171	document	document	NOUN
american_scientific_journal-2088	143	172	1	1	NUM
american_scientific_journal-2088	143	173	0.0399647	0.0399647	NUM
american_scientific_journal-2088	143	174	2	2	NUM
american_scientific_journal-2088	143	175	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	143	176	query	query	NOUN
american_scientific_journal-2088	143	177	and	and	CCONJ
american_scientific_journal-2088	143	178	document	document	NOUN
american_scientific_journal-2088	143	179	2	2	NUM
american_scientific_journal-2088	143	180	0.0321498	0.0321498	NUM
american_scientific_journal-2088	143	181	3	3	NUM
american_scientific_journal-2088	143	182	disambiguous	disambiguous	ADJ
american_scientific_journal-2088	143	183	query	query	NOUN
american_scientific_journal-2088	143	184	and	and	CCONJ
american_scientific_journal-2088	143	185	document	document	NOUN
american_scientific_journal-2088	143	186	3	3	NUM
american_scientific_journal-2088	143	187	0.0543714	0.0543714	NUM
american_scientific_journal-2088	143	188	table	table	NOUN
american_scientific_journal-2088	143	189	12	12	NUM
american_scientific_journal-2088	143	190	:	:	PUNCT
american_scientific_journal-2088	143	191	query	query	NOUN
american_scientific_journal-2088	143	192	and	and	CCONJ
american_scientific_journal-2088	143	193	relevant	relevant	ADJ
american_scientific_journal-2088	143	194	documents	document	NOUN
american_scientific_journal-2088	143	195	query	query	NOUN
american_scientific_journal-2088	143	196	document	document	NOUN
american_scientific_journal-2088	143	197	retrieved	retrieve	VERB
american_scientific_journal-2088	143	198	relevant	relevant	ADJ
american_scientific_journal-2088	143	199	relevantretrieved	relevantretrieve	VERB
american_scientific_journal-2088	143	200	(	(	PUNCT
american_scientific_journal-2088	143	201	tf	tf	PROPN
american_scientific_journal-2088	143	202	-	-	PUNCT
american_scientific_journal-2088	143	203	idf	idf	NOUN
american_scientific_journal-2088	143	204	)	)	PUNCT
american_scientific_journal-2088	143	205	relevantretrieved	relevantretrieve	VERB
american_scientific_journal-2088	143	206	(	(	PUNCT
american_scientific_journal-2088	143	207	tf	tf	ADJ
american_scientific_journal-2088	143	208	-	-	PUNCT
american_scientific_journal-2088	143	209	midf	midf	NOUN
american_scientific_journal-2088	143	210	)	)	PUNCT
american_scientific_journal-2088	143	211	clustering	cluster	VERB
american_scientific_journal-2088	143	212	theory	theory	NOUN
american_scientific_journal-2088	143	213	100	100	NUM
american_scientific_journal-2088	143	214	22	22	NUM
american_scientific_journal-2088	143	215	17	17	NUM
american_scientific_journal-2088	143	216	16	16	NUM
american_scientific_journal-2088	143	217	16	16	NUM
american_scientific_journal-2088	143	218	classification	classification	NOUN
american_scientific_journal-2088	143	219	method	method	NOUN
american_scientific_journal-2088	143	220	based	base	VERB
american_scientific_journal-2088	143	221	on	on	ADP
american_scientific_journal-2088	143	222	tree	tree	NOUN
american_scientific_journal-2088	143	223	logic	logic	NOUN
american_scientific_journal-2088	143	224	100	100	NUM
american_scientific_journal-2088	143	225	7	7	NUM
american_scientific_journal-2088	143	226	4	4	NUM
american_scientific_journal-2088	143	227	0	0	NUM
american_scientific_journal-2088	143	228	4	4	NUM
american_scientific_journal-2088	143	229	density	density	NOUN
american_scientific_journal-2088	143	230	clustering	cluster	VERB
american_scientific_journal-2088	143	231	100	100	NUM
american_scientific_journal-2088	143	232	4	4	NUM
american_scientific_journal-2088	143	233	3	3	NUM
american_scientific_journal-2088	143	234	0	0	NUM
american_scientific_journal-2088	143	235	3	3	NUM
american_scientific_journal-2088	143	236	classification	classification	NOUN
american_scientific_journal-2088	143	237	system	system	NOUN
american_scientific_journal-2088	143	238	based	base	VERB
american_scientific_journal-2088	143	239	on	on	ADP
american_scientific_journal-2088	143	240	network	network	NOUN
american_scientific_journal-2088	143	241	logic	logic	NOUN
american_scientific_journal-2088	143	242	100	100	NUM
american_scientific_journal-2088	144	1	20	20	NUM
american_scientific_journal-2088	144	2	19	19	NUM
american_scientific_journal-2088	144	3	17	17	NUM
american_scientific_journal-2088	144	4	17	17	NUM
american_scientific_journal-2088	144	5	outlier	outlier	NOUN
american_scientific_journal-2088	144	6	analysis	analysis	NOUN
american_scientific_journal-2088	144	7	in	in	ADP
american_scientific_journal-2088	144	8	mining	mine	VERB
american_scientific_journal-2088	144	9	100	100	NUM
american_scientific_journal-2088	144	10	20	20	NUM
american_scientific_journal-2088	144	11	19	19	NUM
american_scientific_journal-2088	144	12	19	19	NUM
american_scientific_journal-2088	144	13	19	19	NUM
american_scientific_journal-2088	144	14	as	as	ADP
american_scientific_journal-2088	144	15	the	the	DET
american_scientific_journal-2088	144	16	sample	sample	NOUN
american_scientific_journal-2088	144	17	,	,	PUNCT
american_scientific_journal-2088	144	18	given	give	VERB
american_scientific_journal-2088	144	19	a	a	DET
american_scientific_journal-2088	144	20	query	query	NOUN
american_scientific_journal-2088	145	1	,	,	PUNCT
american_scientific_journal-2088	145	2	the	the	DET
american_scientific_journal-2088	145	3	retrieved	retrieve	VERB
american_scientific_journal-2088	145	4	,	,	PUNCT
american_scientific_journal-2088	145	5	relevant	relevant	ADJ
american_scientific_journal-2088	145	6	and	and	CCONJ
american_scientific_journal-2088	145	7	then	then	ADV
american_scientific_journal-2088	145	8	the	the	DET
american_scientific_journal-2088	145	9	relevant	relevant	ADJ
american_scientific_journal-2088	145	10	and	and	CCONJ
american_scientific_journal-2088	145	11	retrieved	retrieve	VERB
american_scientific_journal-2088	145	12	documents	document	NOUN
american_scientific_journal-2088	145	13	for	for	ADP
american_scientific_journal-2088	145	14	each	each	DET
american_scientific_journal-2088	145	15	query	query	NOUN
american_scientific_journal-2088	145	16	are	be	AUX
american_scientific_journal-2088	145	17	shown	show	VERB
american_scientific_journal-2088	145	18	in	in	ADP
american_scientific_journal-2088	145	19	table	table	NOUN
american_scientific_journal-2088	145	20	12	12	NUM
american_scientific_journal-2088	145	21	.	.	PUNCT
american_scientific_journal-2088	146	1	the	the	DET
american_scientific_journal-2088	146	2	accuracy	accuracy	NOUN
american_scientific_journal-2088	146	3	result	result	NOUN
american_scientific_journal-2088	146	4	using	use	VERB
american_scientific_journal-2088	146	5	tf	tf	PROPN
american_scientific_journal-2088	146	6	-	-	PUNCT
american_scientific_journal-2088	146	7	idf	idf	PROPN
american_scientific_journal-2088	146	8	method	method	NOUN
american_scientific_journal-2088	146	9	is	be	AUX
american_scientific_journal-2088	146	10	71	71	NUM
american_scientific_journal-2088	146	11	%	%	NOUN
american_scientific_journal-2088	146	12	and	and	CCONJ
american_scientific_journal-2088	146	13	the	the	DET
american_scientific_journal-2088	146	14	accuracy	accuracy	NOUN
american_scientific_journal-2088	146	15	result	result	NOUN
american_scientific_journal-2088	146	16	using	use	VERB
american_scientific_journal-2088	146	17	tf	tf	PROPN
american_scientific_journal-2088	146	18	-	-	PUNCT
american_scientific_journal-2088	146	19	midf	midf	PROPN
american_scientific_journal-2088	146	20	is	be	AUX
american_scientific_journal-2088	146	21	80	80	NUM
american_scientific_journal-2088	146	22	%	%	NOUN
american_scientific_journal-2088	146	23	.	.	PUNCT
american_scientific_journal-2088	147	1	the	the	DET
american_scientific_journal-2088	147	2	performance	performance	NOUN
american_scientific_journal-2088	147	3	comparison	comparison	NOUN
american_scientific_journal-2088	147	4	result	result	NOUN
american_scientific_journal-2088	147	5	is	be	AUX
american_scientific_journal-2088	147	6	shown	show	VERB
american_scientific_journal-2088	147	7	in	in	ADP
american_scientific_journal-2088	147	8	figure	figure	NOUN
american_scientific_journal-2088	147	9	3	3	NUM
american_scientific_journal-2088	147	10	.	.	PUNCT
american_scientific_journal-2088	147	11	figure	figure	NOUN
american_scientific_journal-2088	147	12	3	3	NUM
american_scientific_journal-2088	147	13	:	:	PUNCT
american_scientific_journal-2088	147	14	the	the	DET
american_scientific_journal-2088	147	15	average	average	ADJ
american_scientific_journal-2088	147	16	precision	precision	NOUN
american_scientific_journal-2088	147	17	result	result	NOUN
american_scientific_journal-2088	147	18	of	of	ADP
american_scientific_journal-2088	147	19	the	the	DET
american_scientific_journal-2088	147	20	system	system	NOUN
american_scientific_journal-2088	147	21	66	66	NUM
american_scientific_journal-2088	147	22	68	68	NUM
american_scientific_journal-2088	147	23	70	70	NUM
american_scientific_journal-2088	147	24	72	72	NUM
american_scientific_journal-2088	147	25	74	74	NUM
american_scientific_journal-2088	147	26	76	76	NUM
american_scientific_journal-2088	147	27	78	78	NUM
american_scientific_journal-2088	147	28	80	80	NUM
american_scientific_journal-2088	147	29	pr	pr	NOUN
american_scientific_journal-2088	147	30	ec	ec	PROPN
american_scientific_journal-2088	147	31	is	be	AUX
american_scientific_journal-2088	147	32	io	io	PROPN
american_scientific_journal-2088	147	33	n	n	PROPN
american_scientific_journal-2088	147	34	tf	tf	PROPN
american_scientific_journal-2088	147	35	-	-	PUNCT
american_scientific_journal-2088	147	36	idf	idf	PROPN
american_scientific_journal-2088	147	37	method	method	NOUN
american_scientific_journal-2088	147	38	tf	tf	PROPN
american_scientific_journal-2088	147	39	-	-	PUNCT
american_scientific_journal-2088	147	40	midf	midf	PROPN
american_scientific_journal-2088	147	41	method	method	PROPN
american_scientific_journal-2088	147	42	american	american	PROPN
american_scientific_journal-2088	147	43	scientific	scientific	ADJ
american_scientific_journal-2088	147	44	research	research	NOUN
american_scientific_journal-2088	147	45	journal	journal	NOUN
american_scientific_journal-2088	147	46	for	for	ADP
american_scientific_journal-2088	147	47	engineering	engineering	NOUN
american_scientific_journal-2088	147	48	,	,	PUNCT
american_scientific_journal-2088	147	49	technology	technology	NOUN
american_scientific_journal-2088	147	50	,	,	PUNCT
american_scientific_journal-2088	147	51	and	and	CCONJ
american_scientific_journal-2088	147	52	sciences	science	NOUN
american_scientific_journal-2088	147	53	(	(	PUNCT
american_scientific_journal-2088	147	54	asrjets	asrjet	NOUN
american_scientific_journal-2088	147	55	)	)	PUNCT
american_scientific_journal-2088	147	56	(	(	PUNCT
american_scientific_journal-2088	147	57	2016	2016	NUM
american_scientific_journal-2088	147	58	)	)	PUNCT
american_scientific_journal-2088	147	59	volume	volume	NOUN
american_scientific_journal-2088	147	60	25	25	NUM
american_scientific_journal-2088	147	61	,	,	PUNCT
american_scientific_journal-2088	147	62	no	no	DET
american_scientific_journal-2088	147	63	1	1	NUM
american_scientific_journal-2088	147	64	,	,	PUNCT
american_scientific_journal-2088	147	65	pp	pp	ADV
american_scientific_journal-2088	147	66	256	256	NUM
american_scientific_journal-2088	147	67	-	-	SYM
american_scientific_journal-2088	147	68	269	269	NUM
american_scientific_journal-2088	147	69	268	268	NUM
american_scientific_journal-2088	147	70	3	3	NUM
american_scientific_journal-2088	147	71	.	.	PUNCT
american_scientific_journal-2088	148	1	conclusion	conclusion	NOUN
american_scientific_journal-2088	148	2	information	information	NOUN
american_scientific_journal-2088	148	3	retrieval	retrieval	NOUN
american_scientific_journal-2088	148	4	system	system	NOUN
american_scientific_journal-2088	148	5	will	will	AUX
american_scientific_journal-2088	148	6	be	be	AUX
american_scientific_journal-2088	148	7	better	well	ADJ
american_scientific_journal-2088	148	8	if	if	SCONJ
american_scientific_journal-2088	148	9	ambiguous	ambiguous	ADJ
american_scientific_journal-2088	148	10	words	word	NOUN
american_scientific_journal-2088	148	11	can	can	AUX
american_scientific_journal-2088	148	12	be	be	AUX
american_scientific_journal-2088	148	13	correctly	correctly	ADV
american_scientific_journal-2088	148	14	disambiguated	disambiguate	VERB
american_scientific_journal-2088	148	15	.	.	PUNCT
american_scientific_journal-2088	149	1	this	this	DET
american_scientific_journal-2088	149	2	paper	paper	NOUN
american_scientific_journal-2088	149	3	proposes	propose	VERB
american_scientific_journal-2088	149	4	the	the	DET
american_scientific_journal-2088	149	5	modified	modified	ADJ
american_scientific_journal-2088	149	6	idf	idf	PROPN
american_scientific_journal-2088	149	7	schemes	scheme	NOUN
american_scientific_journal-2088	149	8	of	of	ADP
american_scientific_journal-2088	149	9	cosine	cosine	NOUN
american_scientific_journal-2088	149	10	similarity	similarity	NOUN
american_scientific_journal-2088	149	11	in	in	ADP
american_scientific_journal-2088	149	12	knn	knn	PROPN
american_scientific_journal-2088	149	13	classifier	classifier	PROPN
american_scientific_journal-2088	149	14	and	and	CCONJ
american_scientific_journal-2088	149	15	vector	vector	NOUN
american_scientific_journal-2088	149	16	space	space	NOUN
american_scientific_journal-2088	149	17	model	model	NOUN
american_scientific_journal-2088	149	18	for	for	ADP
american_scientific_journal-2088	149	19	the	the	DET
american_scientific_journal-2088	149	20	performance	performance	NOUN
american_scientific_journal-2088	149	21	improvement	improvement	NOUN
american_scientific_journal-2088	149	22	of	of	ADP
american_scientific_journal-2088	149	23	wsd	wsd	PROPN
american_scientific_journal-2088	149	24	and	and	CCONJ
american_scientific_journal-2088	149	25	ir	ir	PROPN
american_scientific_journal-2088	149	26	process	process	NOUN
american_scientific_journal-2088	149	27	.	.	PUNCT
american_scientific_journal-2088	150	1	the	the	DET
american_scientific_journal-2088	150	2	original	original	ADJ
american_scientific_journal-2088	150	3	tf	tf	PROPN
american_scientific_journal-2088	150	4	-	-	PUNCT
american_scientific_journal-2088	150	5	idf	idf	PROPN
american_scientific_journal-2088	150	6	can	can	AUX
american_scientific_journal-2088	150	7	not	not	PART
american_scientific_journal-2088	150	8	retrieve	retrieve	VERB
american_scientific_journal-2088	150	9	the	the	DET
american_scientific_journal-2088	150	10	relevant	relevant	ADJ
american_scientific_journal-2088	150	11	senses	sense	NOUN
american_scientific_journal-2088	150	12	and	and	CCONJ
american_scientific_journal-2088	150	13	documents	document	NOUN
american_scientific_journal-2088	150	14	because	because	SCONJ
american_scientific_journal-2088	150	15	this	this	DET
american_scientific_journal-2088	150	16	weighting	weighting	NOUN
american_scientific_journal-2088	150	17	scheme	scheme	NOUN
american_scientific_journal-2088	150	18	can	can	AUX
american_scientific_journal-2088	150	19	not	not	PART
american_scientific_journal-2088	150	20	search	search	VERB
american_scientific_journal-2088	150	21	the	the	DET
american_scientific_journal-2088	150	22	similarity	similarity	NOUN
american_scientific_journal-2088	150	23	between	between	ADP
american_scientific_journal-2088	150	24	training	training	NOUN
american_scientific_journal-2088	150	25	vector	vector	NOUN
american_scientific_journal-2088	150	26	and	and	CCONJ
american_scientific_journal-2088	150	27	testing	testing	NOUN
american_scientific_journal-2088	150	28	vector	vector	NOUN
american_scientific_journal-2088	150	29	.	.	PUNCT
american_scientific_journal-2088	151	1	by	by	ADP
american_scientific_journal-2088	151	2	increasing	increase	VERB
american_scientific_journal-2088	151	3	one	one	NUM
american_scientific_journal-2088	151	4	or	or	CCONJ
american_scientific_journal-2088	151	5	more	more	ADJ
american_scientific_journal-2088	151	6	factors	factor	NOUN
american_scientific_journal-2088	151	7	,	,	PUNCT
american_scientific_journal-2088	151	8	the	the	DET
american_scientific_journal-2088	151	9	results	result	NOUN
american_scientific_journal-2088	151	10	that	that	PRON
american_scientific_journal-2088	151	11	more	more	ADJ
american_scientific_journal-2088	151	12	factors	factor	NOUN
american_scientific_journal-2088	151	13	give	give	VERB
american_scientific_journal-2088	151	14	higher	high	ADJ
american_scientific_journal-2088	151	15	similarity	similarity	NOUN
american_scientific_journal-2088	151	16	values	value	NOUN
american_scientific_journal-2088	151	17	.	.	PUNCT
american_scientific_journal-2088	152	1	however	however	ADV
american_scientific_journal-2088	152	2	,	,	PUNCT
american_scientific_journal-2088	152	3	it	it	PRON
american_scientific_journal-2088	152	4	can	can	AUX
american_scientific_journal-2088	152	5	not	not	PART
american_scientific_journal-2088	152	6	be	be	AUX
american_scientific_journal-2088	152	7	assumed	assume	VERB
american_scientific_journal-2088	152	8	as	as	ADP
american_scientific_journal-2088	152	9	better	well	ADJ
american_scientific_journal-2088	152	10	performance	performance	NOUN
american_scientific_journal-2088	152	11	because	because	SCONJ
american_scientific_journal-2088	152	12	the	the	DET
american_scientific_journal-2088	152	13	increasing	increase	VERB
american_scientific_journal-2088	152	14	factors	factor	NOUN
american_scientific_journal-2088	152	15	of	of	ADP
american_scientific_journal-2088	152	16	idf	idf	PROPN
american_scientific_journal-2088	152	17	give	give	VERB
american_scientific_journal-2088	152	18	same	same	ADJ
american_scientific_journal-2088	152	19	disambiguated	disambiguate	VERB
american_scientific_journal-2088	152	20	output	output	NOUN
american_scientific_journal-2088	152	21	query	query	NOUN
american_scientific_journal-2088	152	22	.	.	PUNCT
american_scientific_journal-2088	153	1	to	to	PART
american_scientific_journal-2088	153	2	know	know	VERB
american_scientific_journal-2088	153	3	which	which	PRON
american_scientific_journal-2088	153	4	weighting	weight	VERB
american_scientific_journal-2088	153	5	scheme	scheme	NOUN
american_scientific_journal-2088	153	6	is	be	AUX
american_scientific_journal-2088	153	7	more	more	ADV
american_scientific_journal-2088	153	8	effective	effective	ADJ
american_scientific_journal-2088	153	9	for	for	ADP
american_scientific_journal-2088	153	10	wsd	wsd	PROPN
american_scientific_journal-2088	153	11	process	process	NOUN
american_scientific_journal-2088	153	12	by	by	ADP
american_scientific_journal-2088	153	13	increasing	increase	VERB
american_scientific_journal-2088	153	14	one	one	NUM
american_scientific_journal-2088	153	15	or	or	CCONJ
american_scientific_journal-2088	153	16	more	more	ADJ
american_scientific_journal-2088	153	17	factors	factor	NOUN
american_scientific_journal-2088	153	18	of	of	ADP
american_scientific_journal-2088	153	19	idf	idf	PROPN
american_scientific_journal-2088	153	20	equation	equation	NOUN
american_scientific_journal-2088	153	21	,	,	PUNCT
american_scientific_journal-2088	153	22	all	all	DET
american_scientific_journal-2088	153	23	modifications	modification	NOUN
american_scientific_journal-2088	153	24	proved	prove	VERB
american_scientific_journal-2088	153	25	that	that	PRON
american_scientific_journal-2088	153	26	and	and	CCONJ
american_scientific_journal-2088	153	27	gave	give	VERB
american_scientific_journal-2088	153	28	the	the	DET
american_scientific_journal-2088	153	29	same	same	ADJ
american_scientific_journal-2088	153	30	relevant	relevant	ADJ
american_scientific_journal-2088	153	31	sense	sense	NOUN
american_scientific_journal-2088	153	32	and	and	CCONJ
american_scientific_journal-2088	153	33	documents	document	NOUN
american_scientific_journal-2088	153	34	.	.	PUNCT
american_scientific_journal-2088	154	1	therefore	therefore	ADV
american_scientific_journal-2088	154	2	,	,	PUNCT
american_scientific_journal-2088	154	3	when	when	SCONJ
american_scientific_journal-2088	154	4	the	the	DET
american_scientific_journal-2088	154	5	computation	computation	NOUN
american_scientific_journal-2088	154	6	complexity	complexity	NOUN
american_scientific_journal-2088	154	7	and	and	CCONJ
american_scientific_journal-2088	154	8	the	the	DET
american_scientific_journal-2088	154	9	processing	processing	NOUN
american_scientific_journal-2088	154	10	time	time	NOUN
american_scientific_journal-2088	154	11	are	be	AUX
american_scientific_journal-2088	154	12	considered	consider	VERB
american_scientific_journal-2088	154	13	,	,	PUNCT
american_scientific_journal-2088	154	14	the	the	DET
american_scientific_journal-2088	154	15	variation	variation	NOUN
american_scientific_journal-2088	154	16	of	of	ADP
american_scientific_journal-2088	154	17	increasing	increase	VERB
american_scientific_journal-2088	154	18	factors	factor	NOUN
american_scientific_journal-2088	154	19	that	that	PRON
american_scientific_journal-2088	154	20	simply	simply	ADV
american_scientific_journal-2088	154	21	add	add	VERB
american_scientific_journal-2088	154	22	n	n	CCONJ
american_scientific_journal-2088	154	23	/	/	SYM
american_scientific_journal-2088	154	24	dfi	dfi	PROPN
american_scientific_journal-2088	154	25	once	once	ADV
american_scientific_journal-2088	154	26	to	to	ADP
american_scientific_journal-2088	154	27	the	the	DET
american_scientific_journal-2088	154	28	original	original	ADJ
american_scientific_journal-2088	154	29	idf	idf	NOUN
american_scientific_journal-2088	154	30	equation	equation	NOUN
american_scientific_journal-2088	154	31	is	be	AUX
american_scientific_journal-2088	154	32	more	more	ADV
american_scientific_journal-2088	154	33	effective	effective	ADJ
american_scientific_journal-2088	154	34	for	for	ADP
american_scientific_journal-2088	154	35	wsd	wsd	PROPN
american_scientific_journal-2088	154	36	and	and	CCONJ
american_scientific_journal-2088	154	37	ir	ir	PROPN
american_scientific_journal-2088	154	38	process	process	NOUN
american_scientific_journal-2088	154	39	.	.	PUNCT
american_scientific_journal-2088	155	1	this	this	DET
american_scientific_journal-2088	155	2	system	system	NOUN
american_scientific_journal-2088	155	3	can	can	AUX
american_scientific_journal-2088	155	4	be	be	AUX
american_scientific_journal-2088	155	5	used	use	VERB
american_scientific_journal-2088	155	6	in	in	ADP
american_scientific_journal-2088	155	7	interesting	interesting	ADJ
american_scientific_journal-2088	155	8	application	application	NOUN
american_scientific_journal-2088	155	9	area	area	NOUN
american_scientific_journal-2088	155	10	by	by	ADP
american_scientific_journal-2088	155	11	using	use	VERB
american_scientific_journal-2088	155	12	specific	specific	ADJ
american_scientific_journal-2088	155	13	domain	domain	NOUN
american_scientific_journal-2088	155	14	such	such	ADJ
american_scientific_journal-2088	155	15	as	as	ADP
american_scientific_journal-2088	155	16	data	datum	NOUN
american_scientific_journal-2088	155	17	mining	mining	NOUN
american_scientific_journal-2088	155	18	.	.	PUNCT
american_scientific_journal-2088	156	1	further	further	ADJ
american_scientific_journal-2088	156	2	research	research	NOUN
american_scientific_journal-2088	156	3	can	can	AUX
american_scientific_journal-2088	156	4	be	be	AUX
american_scientific_journal-2088	156	5	done	do	VERB
american_scientific_journal-2088	156	6	to	to	PART
american_scientific_journal-2088	156	7	implement	implement	VERB
american_scientific_journal-2088	156	8	other	other	ADJ
american_scientific_journal-2088	156	9	domain	domain	NOUN
american_scientific_journal-2088	156	10	areas	area	NOUN
american_scientific_journal-2088	156	11	of	of	ADP
american_scientific_journal-2088	156	12	information	information	NOUN
american_scientific_journal-2088	156	13	retrieval	retrieval	NOUN
american_scientific_journal-2088	156	14	system	system	NOUN
american_scientific_journal-2088	156	15	by	by	ADP
american_scientific_journal-2088	156	16	adopting	adopt	VERB
american_scientific_journal-2088	156	17	respective	respective	ADJ
american_scientific_journal-2088	156	18	domain	domain	NOUN
american_scientific_journal-2088	156	19	specific	specific	NOUN
american_scientific_journal-2088	156	20	.	.	PUNCT
american_scientific_journal-2088	157	1	the	the	DET
american_scientific_journal-2088	157	2	proposed	propose	VERB
american_scientific_journal-2088	157	3	midf	midf	PROPN
american_scientific_journal-2088	157	4	scheme	scheme	NOUN
american_scientific_journal-2088	157	5	which	which	PRON
american_scientific_journal-2088	157	6	provides	provide	VERB
american_scientific_journal-2088	157	7	the	the	DET
american_scientific_journal-2088	157	8	better	well	ADJ
american_scientific_journal-2088	157	9	performance	performance	NOUN
american_scientific_journal-2088	157	10	by	by	ADP
american_scientific_journal-2088	157	11	simply	simply	ADV
american_scientific_journal-2088	157	12	adding	add	VERB
american_scientific_journal-2088	157	13	n	n	CCONJ
american_scientific_journal-2088	157	14	/	/	SYM
american_scientific_journal-2088	157	15	dfi	dfi	PROPN
american_scientific_journal-2088	157	16	to	to	PART
american_scientific_journal-2088	157	17	avoid	avoid	VERB
american_scientific_journal-2088	157	18	the	the	DET
american_scientific_journal-2088	157	19	problem	problem	NOUN
american_scientific_journal-2088	157	20	of	of	ADP
american_scientific_journal-2088	157	21	no	no	PRON
american_scientific_journal-2088	157	22	-	-	PUNCT
american_scientific_journal-2088	157	23	relevant	relevant	ADJ
american_scientific_journal-2088	157	24	sense	sense	NOUN
american_scientific_journal-2088	157	25	and	and	CCONJ
american_scientific_journal-2088	157	26	to	to	PART
american_scientific_journal-2088	157	27	retrieve	retrieve	VERB
american_scientific_journal-2088	157	28	the	the	DET
american_scientific_journal-2088	157	29	related	related	ADJ
american_scientific_journal-2088	157	30	documents	document	NOUN
american_scientific_journal-2088	157	31	.	.	PUNCT
american_scientific_journal-2088	158	1	by	by	ADP
american_scientific_journal-2088	158	2	comparing	compare	VERB
american_scientific_journal-2088	158	3	the	the	DET
american_scientific_journal-2088	158	4	performance	performance	NOUN
american_scientific_journal-2088	158	5	between	between	ADP
american_scientific_journal-2088	158	6	the	the	DET
american_scientific_journal-2088	158	7	original	original	ADJ
american_scientific_journal-2088	158	8	idf	idf	PROPN
american_scientific_journal-2088	158	9	scheme	scheme	NOUN
american_scientific_journal-2088	158	10	and	and	CCONJ
american_scientific_journal-2088	158	11	the	the	DET
american_scientific_journal-2088	158	12	midf	midf	NOUN
american_scientific_journal-2088	158	13	scheme	scheme	NOUN
american_scientific_journal-2088	158	14	,	,	PUNCT
american_scientific_journal-2088	158	15	the	the	DET
american_scientific_journal-2088	158	16	average	average	ADJ
american_scientific_journal-2088	158	17	precision	precision	NOUN
american_scientific_journal-2088	158	18	results	result	NOUN
american_scientific_journal-2088	158	19	of	of	ADP
american_scientific_journal-2088	158	20	the	the	DET
american_scientific_journal-2088	158	21	original	original	ADJ
american_scientific_journal-2088	158	22	tf	tf	PROPN
american_scientific_journal-2088	158	23	-	-	PUNCT
american_scientific_journal-2088	158	24	idf	idf	PROPN
american_scientific_journal-2088	158	25	method	method	NOUN
american_scientific_journal-2088	158	26	is	be	AUX
american_scientific_journal-2088	158	27	71	71	NUM
american_scientific_journal-2088	158	28	%	%	NOUN
american_scientific_journal-2088	158	29	and	and	CCONJ
american_scientific_journal-2088	158	30	the	the	DET
american_scientific_journal-2088	158	31	average	average	ADJ
american_scientific_journal-2088	158	32	precision	precision	NOUN
american_scientific_journal-2088	158	33	results	result	NOUN
american_scientific_journal-2088	158	34	of	of	ADP
american_scientific_journal-2088	158	35	the	the	DET
american_scientific_journal-2088	158	36	tf	tf	NOUN
american_scientific_journal-2088	158	37	-	-	PUNCT
american_scientific_journal-2088	158	38	midf	midf	PROPN
american_scientific_journal-2088	158	39	is	be	AUX
american_scientific_journal-2088	158	40	80	80	NUM
american_scientific_journal-2088	158	41	%	%	NOUN
american_scientific_journal-2088	158	42	.	.	PUNCT
american_scientific_journal-2088	159	1	therefore	therefore	ADV
american_scientific_journal-2088	159	2	,	,	PUNCT
american_scientific_journal-2088	159	3	the	the	DET
american_scientific_journal-2088	159	4	performance	performance	NOUN
american_scientific_journal-2088	159	5	of	of	ADP
american_scientific_journal-2088	159	6	the	the	DET
american_scientific_journal-2088	159	7	semantic	semantic	NOUN
american_scientific_journal-2088	159	8	-	-	PUNCT
american_scientific_journal-2088	159	9	based	base	VERB
american_scientific_journal-2088	159	10	ir	ir	NOUN
american_scientific_journal-2088	159	11	system	system	NOUN
american_scientific_journal-2088	159	12	using	use	VERB
american_scientific_journal-2088	159	13	the	the	DET
american_scientific_journal-2088	159	14	proposed	propose	VERB
american_scientific_journal-2088	159	15	methodology	methodology	NOUN
american_scientific_journal-2088	159	16	gives	give	VERB
american_scientific_journal-2088	159	17	a	a	DET
american_scientific_journal-2088	159	18	better	well	ADJ
american_scientific_journal-2088	159	19	precision	precision	NOUN
american_scientific_journal-2088	159	20	.	.	PUNCT
american_scientific_journal-2088	160	1	acknowledgements	acknowledgement	VERB
american_scientific_journal-2088	160	2	the	the	DET
american_scientific_journal-2088	160	3	author	author	NOUN
american_scientific_journal-2088	160	4	especially	especially	ADV
american_scientific_journal-2088	160	5	would	would	AUX
american_scientific_journal-2088	160	6	like	like	VERB
american_scientific_journal-2088	160	7	to	to	PART
american_scientific_journal-2088	160	8	take	take	VERB
american_scientific_journal-2088	160	9	this	this	DET
american_scientific_journal-2088	160	10	opportunity	opportunity	NOUN
american_scientific_journal-2088	160	11	to	to	PART
american_scientific_journal-2088	160	12	express	express	VERB
american_scientific_journal-2088	160	13	my	my	PRON
american_scientific_journal-2088	160	14	sincere	sincere	ADJ
american_scientific_journal-2088	160	15	gratitude	gratitude	NOUN
american_scientific_journal-2088	160	16	,	,	PUNCT
american_scientific_journal-2088	160	17	respect	respect	NOUN
american_scientific_journal-2088	160	18	and	and	CCONJ
american_scientific_journal-2088	160	19	regards	regard	NOUN
american_scientific_journal-2088	160	20	for	for	ADP
american_scientific_journal-2088	160	21	supervisor	supervisor	NOUN
american_scientific_journal-2088	160	22	dr	dr	PROPN
american_scientific_journal-2088	160	23	.	.	PROPN
american_scientific_journal-2088	160	24	phyo	phyo	PROPN
american_scientific_journal-2088	160	25	thuzar	thuzar	PROPN
american_scientific_journal-2088	160	26	tun	tun	PROPN
american_scientific_journal-2088	160	27	,	,	PUNCT
american_scientific_journal-2088	160	28	assistance	assistance	NOUN
american_scientific_journal-2088	160	29	lecturer	lecturer	NOUN
american_scientific_journal-2088	160	30	,	,	PUNCT
american_scientific_journal-2088	160	31	department	department	NOUN
american_scientific_journal-2088	160	32	of	of	ADP
american_scientific_journal-2088	160	33	information	information	NOUN
american_scientific_journal-2088	160	34	technology	technology	NOUN
american_scientific_journal-2088	160	35	,	,	PUNCT
american_scientific_journal-2088	160	36	mandalay	mandalay	NOUN
american_scientific_journal-2088	160	37	technological	technological	ADJ
american_scientific_journal-2088	160	38	university	university	NOUN
american_scientific_journal-2088	160	39	,	,	PUNCT
american_scientific_journal-2088	160	40	under	under	ADP
american_scientific_journal-2088	160	41	whose	whose	DET
american_scientific_journal-2088	160	42	guidance	guidance	NOUN
american_scientific_journal-2088	160	43	,	,	PUNCT
american_scientific_journal-2088	160	44	constant	constant	ADJ
american_scientific_journal-2088	160	45	encouragement	encouragement	NOUN
american_scientific_journal-2088	160	46	,	,	PUNCT
american_scientific_journal-2088	160	47	patient	patient	NOUN
american_scientific_journal-2088	160	48	and	and	CCONJ
american_scientific_journal-2088	160	49	trust	trust	NOUN
american_scientific_journal-2088	160	50	,	,	PUNCT
american_scientific_journal-2088	160	51	i	i	PRON
american_scientific_journal-2088	160	52	have	have	AUX
american_scientific_journal-2088	160	53	worked	work	VERB
american_scientific_journal-2088	160	54	on	on	ADP
american_scientific_journal-2088	160	55	this	this	DET
american_scientific_journal-2088	160	56	paper	paper	NOUN
american_scientific_journal-2088	160	57	.	.	PUNCT
american_scientific_journal-2088	161	1	and	and	CCONJ
american_scientific_journal-2088	161	2	the	the	DET
american_scientific_journal-2088	161	3	author	author	NOUN
american_scientific_journal-2088	161	4	is	be	AUX
american_scientific_journal-2088	161	5	thankful	thankful	ADJ
american_scientific_journal-2088	161	6	to	to	ADP
american_scientific_journal-2088	161	7	all	all	DET
american_scientific_journal-2088	161	8	teachers	teacher	NOUN
american_scientific_journal-2088	161	9	in	in	ADP
american_scientific_journal-2088	161	10	department	department	PROPN
american_scientific_journal-2088	161	11	of	of	ADP
american_scientific_journal-2088	161	12	information	information	NOUN
american_scientific_journal-2088	161	13	technology	technology	NOUN
american_scientific_journal-2088	161	14	,	,	PUNCT
american_scientific_journal-2088	161	15	mandalay	mandalay	NOUN
american_scientific_journal-2088	161	16	technological	technological	ADJ
american_scientific_journal-2088	161	17	university	university	NOUN
american_scientific_journal-2088	161	18	,	,	PUNCT
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american_scientific_journal-2088	161	20	their	their	PRON
american_scientific_journal-2088	161	21	effective	effective	ADJ
american_scientific_journal-2088	161	22	guidance	guidance	NOUN
american_scientific_journal-2088	161	23	,	,	PUNCT
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american_scientific_journal-2088	161	25	suggestion	suggestion	NOUN
american_scientific_journal-2088	161	26	and	and	CCONJ
american_scientific_journal-2088	161	27	supervision	supervision	NOUN
american_scientific_journal-2088	161	28	for	for	ADP
american_scientific_journal-2088	161	29	this	this	DET
american_scientific_journal-2088	161	30	paper	paper	NOUN
american_scientific_journal-2088	161	31	and	and	CCONJ
american_scientific_journal-2088	161	32	all	all	PRON
american_scientific_journal-2088	161	33	of	of	ADP
american_scientific_journal-2088	161	34	my	my	PRON
american_scientific_journal-2088	161	35	friends	friend	NOUN
american_scientific_journal-2088	161	36	who	who	PRON
american_scientific_journal-2088	161	37	have	have	AUX
american_scientific_journal-2088	161	38	directly	directly	ADV
american_scientific_journal-2088	161	39	or	or	CCONJ
american_scientific_journal-2088	161	40	indirectly	indirectly	ADV
american_scientific_journal-2088	161	41	assisted	assist	VERB
american_scientific_journal-2088	161	42	me	i	PRON
american_scientific_journal-2088	161	43	in	in	ADP
american_scientific_journal-2088	161	44	my	my	PRON
american_scientific_journal-2088	161	45	endeavors	endeavor	NOUN
american_scientific_journal-2088	161	46	.	.	PUNCT
american_scientific_journal-2088	162	1	references	reference	NOUN
american_scientific_journal-2088	162	2	[	[	X
american_scientific_journal-2088	162	3	1	1	X
american_scientific_journal-2088	162	4	]	]	PUNCT
american_scientific_journal-2088	162	5	s.	s.	PROPN
american_scientific_journal-2088	162	6	christopher	christopher	PROPN
american_scientific_journal-2088	162	7	and	and	CCONJ
american_scientific_journal-2088	162	8	p.oakes	p.oake	VERB
american_scientific_journal-2088	162	9	,	,	PUNCT
american_scientific_journal-2088	162	10	"	"	PUNCT
american_scientific_journal-2088	162	11	word	word	NOUN
american_scientific_journal-2088	162	12	sense	sense	NOUN
american_scientific_journal-2088	162	13	disambiguation	disambiguation	NOUN
american_scientific_journal-2088	162	14	in	in	ADP
american_scientific_journal-2088	162	15	information	information	NOUN
american_scientific_journal-2088	162	16	retrieval	retrieval	NOUN
american_scientific_journal-2088	162	17	revisted	reviste	VERB
american_scientific_journal-2088	162	18	"	"	PUNCT
american_scientific_journal-2088	162	19	,	,	PUNCT
american_scientific_journal-2088	162	20	the	the	DET
american_scientific_journal-2088	162	21	university	university	NOUN
american_scientific_journal-2088	162	22	of	of	ADP
american_scientific_journal-2088	162	23	sunderland	sunderland	PROPN
american_scientific_journal-2088	162	24	,	,	PUNCT
american_scientific_journal-2088	162	25	informatic	informatic	ADJ
american_scientific_journal-2088	162	26	centre	centre	NOUN
american_scientific_journal-2088	162	27	,	,	PUNCT
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american_scientific_journal-2088	162	29	,	,	PUNCT
american_scientific_journal-2088	162	30	2003	2003	NUM
american_scientific_journal-2088	162	31	,	,	PUNCT
american_scientific_journal-2088	162	32	canada	canada	PROPN
american_scientific_journal-2088	162	33	.	.	PUNCT
american_scientific_journal-2088	163	1	[	[	X
american_scientific_journal-2088	163	2	2	2	NUM
american_scientific_journal-2088	163	3	]	]	X
american_scientific_journal-2088	163	4	d.	d.	PROPN
american_scientific_journal-2088	163	5	subarani	subarani	PROPN
american_scientific_journal-2088	163	6	,	,	PUNCT
american_scientific_journal-2088	163	7	“	"	PUNCT
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american_scientific_journal-2088	163	9	based	base	VERB
american_scientific_journal-2088	163	10	information	information	NOUN
american_scientific_journal-2088	163	11	retrieval	retrieval	NOUN
american_scientific_journal-2088	163	12	from	from	ADP
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american_scientific_journal-2088	163	14	documents	document	NOUN
american_scientific_journal-2088	163	15	”	"	PUNCT
american_scientific_journal-2088	163	16	,	,	PUNCT
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american_scientific_journal-2088	163	18	.	.	PROPN
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american_scientific_journal-2088	163	20	computer	computer	NOUN
american_scientific_journal-2088	163	21	sciences	sciences	PROPN
american_scientific_journal-2088	163	22	,	,	PUNCT
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american_scientific_journal-2088	163	27	,	,	PUNCT
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american_scientific_journal-2088	163	29	,	,	PUNCT
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american_scientific_journal-2088	163	31	,	,	PUNCT
american_scientific_journal-2088	163	32	iosr	iosr	ADJ
american_scientific_journal-2088	163	33	journal	journal	NOUN
american_scientific_journal-2088	163	34	of	of	ADP
american_scientific_journal-2088	163	35	computer	computer	NOUN
american_scientific_journal-2088	163	36	engineering	engineering	NOUN
american_scientific_journal-2088	163	37	(	(	PUNCT
american_scientific_journal-2088	163	38	iosrjce	iosrjce	PROPN
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american_scientific_journal-2088	163	40	,	,	PUNCT
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american_scientific_journal-2088	163	42	38	38	NUM
american_scientific_journal-2088	163	43	-	-	SYM
american_scientific_journal-2088	163	44	38	38	NUM
american_scientific_journal-2088	163	45	,	,	PUNCT
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american_scientific_journal-2088	163	47	-	-	PUNCT
american_scientific_journal-2088	163	48	aug	aug	PROPN
american_scientific_journal-2088	163	49	,	,	PUNCT
american_scientific_journal-2088	163	50	2012	2012	NUM
american_scientific_journal-2088	163	51	.	.	PUNCT
american_scientific_journal-2088	164	1	[	[	X
american_scientific_journal-2088	164	2	3	3	X
american_scientific_journal-2088	164	3	]	]	X
american_scientific_journal-2088	164	4	s.	s.	PROPN
american_scientific_journal-2088	164	5	viswanadha	viswanadha	PROPN
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american_scientific_journal-2088	164	7	,	,	PUNCT
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american_scientific_journal-2088	164	10	and	and	CCONJ
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american_scientific_journal-2088	164	14	,	,	PUNCT
american_scientific_journal-2088	164	15	“	"	PUNCT
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american_scientific_journal-2088	164	17	sense	sense	NOUN
american_scientific_journal-2088	164	18	disambiguation	disambiguation	NOUN
american_scientific_journal-2088	164	19	:	:	PUNCT
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american_scientific_journal-2088	164	22	american	american	ADJ
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american_scientific_journal-2088	164	26	for	for	ADP
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american_scientific_journal-2088	164	28	,	,	PUNCT
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american_scientific_journal-2088	164	30	,	,	PUNCT
american_scientific_journal-2088	164	31	and	and	CCONJ
american_scientific_journal-2088	164	32	sciences	science	NOUN
american_scientific_journal-2088	164	33	(	(	PUNCT
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american_scientific_journal-2088	164	41	,	,	PUNCT
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american_scientific_journal-2088	164	43	1	1	NUM
american_scientific_journal-2088	164	44	,	,	PUNCT
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american_scientific_journal-2088	164	47	-	-	SYM
american_scientific_journal-2088	164	48	269	269	NUM
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american_scientific_journal-2088	164	51	”	"	PUNCT
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american_scientific_journal-2088	164	63	,	,	PUNCT
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american_scientific_journal-2088	164	67	,	,	PUNCT
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american_scientific_journal-2088	164	69	,	,	PUNCT
american_scientific_journal-2088	164	70	2012	2012	NUM
american_scientific_journal-2088	164	71	.	.	PUNCT
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american_scientific_journal-2088	165	4	r.	r.	PROPN
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american_scientific_journal-2088	165	6	,	,	PUNCT
american_scientific_journal-2088	165	7	“	"	PUNCT
american_scientific_journal-2088	165	8	word	word	NOUN
american_scientific_journal-2088	165	9	sense	sense	NOUN
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american_scientific_journal-2088	165	11	:	:	PUNCT
american_scientific_journal-2088	165	12	a	a	DET
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american_scientific_journal-2088	165	14	”	"	PUNCT
american_scientific_journal-2088	165	15	,	,	PUNCT
american_scientific_journal-2088	165	16	acm	acm	PROPN
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american_scientific_journal-2088	165	18	surveys	survey	NOUN
american_scientific_journal-2088	165	19	,	,	PUNCT
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american_scientific_journal-2088	165	23	,	,	PUNCT
american_scientific_journal-2088	165	24	no	no	INTJ
american_scientific_journal-2088	165	25	.	.	NOUN
american_scientific_journal-2088	165	26	2	2	NUM
american_scientific_journal-2088	165	27	,	,	PUNCT
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american_scientific_journal-2088	165	29	10	10	NUM
american_scientific_journal-2088	165	30	,	,	PUNCT
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american_scientific_journal-2088	165	34	,	,	PUNCT
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american_scientific_journal-2088	165	36	.	.	PUNCT
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american_scientific_journal-2088	166	4	n.	n.	PROPN
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american_scientific_journal-2088	166	9	,	,	PUNCT
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american_scientific_journal-2088	166	23	,	,	PUNCT
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american_scientific_journal-2088	166	30	(	(	PUNCT
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american_scientific_journal-2088	166	33	,	,	PUNCT
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american_scientific_journal-2088	167	13	,	,	PUNCT
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american_scientific_journal-2088	167	38	,	,	PUNCT
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american_scientific_journal-2088	167	41	2	2	NUM
american_scientific_journal-2088	167	42	,	,	PUNCT
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american_scientific_journal-2088	167	46	,	,	PUNCT
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american_scientific_journal-2088	168	2	-	-	SYM
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american_scientific_journal-2088	168	4	,	,	PUNCT
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american_scientific_journal-2088	169	3	]	]	X
american_scientific_journal-2088	169	4	p.	p.	NOUN
american_scientific_journal-2088	169	5	tamilselvi	tamilselvi	NOUN
american_scientific_journal-2088	169	6	and	and	CCONJ
american_scientific_journal-2088	169	7	s.k	s.k	PROPN
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american_scientific_journal-2088	169	14	word	word	NOUN
american_scientific_journal-2088	169	15	sense	sense	NOUN
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american_scientific_journal-2088	169	28	management	management	NOUN
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american_scientific_journal-2088	170	25	,	,	PUNCT
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american_scientific_journal-2088	170	39	july	july	PROPN
american_scientific_journal-2088	170	40	6	6	NUM
american_scientific_journal-2088	170	41	-	-	SYM
american_scientific_journal-2088	170	42	8	8	NUM
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american_scientific_journal-2088	171	3	]	]	PUNCT
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american_scientific_journal-2088	171	13	query	query	NOUN
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american_scientific_journal-2088	171	15	using	use	VERB
american_scientific_journal-2088	171	16	word	word	NOUN
american_scientific_journal-2088	171	17	sense	sense	NOUN
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american_scientific_journal-2088	171	20	,	,	PUNCT
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american_scientific_journal-2088	171	24	computer	computer	NOUN
american_scientific_journal-2088	171	25	science	science	NOUN
american_scientific_journal-2088	171	26	and	and	CCONJ
american_scientific_journal-2088	171	27	information	information	NOUN
american_scientific_journal-2088	171	28	security(ijcsi	security(ijcsi	PROPN
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american_scientific_journal-2088	171	30	,	,	PUNCT
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american_scientific_journal-2088	171	34	.	.	X
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american_scientific_journal-2088	172	2	10	10	NUM
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american_scientific_journal-2088	173	40	.	.	PUNCT
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