id	sid	tid	token	lemma	pos
ital-3262	1	1	article	article	NOUN
ital-3262	1	2	title	title	NOUN
ital-3262	1	3	|	|	NOUN
ital-3262	1	4	author	author	NOUN
ital-3262	1	5	41content	41content	PROPN
ital-3262	1	6	-	-	PUNCT
ital-3262	1	7	based	base	VERB
ital-3262	1	8	information	information	NOUN
ital-3262	1	9	retrieval	retrieval	NOUN
ital-3262	1	10	and	and	CCONJ
ital-3262	1	11	digital	digital	ADJ
ital-3262	1	12	libraries	library	NOUN
ital-3262	1	13	|	|	NOUN
ital-3262	1	14	wan	wan	PROPN
ital-3262	1	15	and	and	CCONJ
ital-3262	1	16	liu	liu	PROPN
ital-3262	1	17	41	41	NUM
ital-3262	1	18	content	content	NOUN
ital-3262	1	19	-	-	PUNCT
ital-3262	1	20	based	base	VERB
ital-3262	1	21	information	information	NOUN
ital-3262	1	22	retrieval	retrieval	NOUN
ital-3262	1	23	and	and	CCONJ
ital-3262	1	24	digital	digital	ADJ
ital-3262	1	25	libraries	library	NOUN
ital-3262	1	26	this	this	DET
ital-3262	1	27	paper	paper	NOUN
ital-3262	1	28	discusses	discuss	VERB
ital-3262	1	29	the	the	DET
ital-3262	1	30	applications	application	NOUN
ital-3262	1	31	and	and	CCONJ
ital-3262	1	32	importance	importance	NOUN
ital-3262	1	33	of	of	ADP
ital-3262	1	34	content	content	NOUN
ital-3262	1	35	-	-	PUNCT
ital-3262	1	36	based	base	VERB
ital-3262	1	37	information	information	NOUN
ital-3262	1	38	retrieval	retrieval	NOUN
ital-3262	1	39	technology	technology	NOUN
ital-3262	1	40	in	in	ADP
ital-3262	1	41	digital	digital	ADJ
ital-3262	1	42	libraries	library	NOUN
ital-3262	1	43	.	.	PUNCT
ital-3262	2	1	it	it	PRON
ital-3262	2	2	generalizes	generalize	VERB
ital-3262	2	3	the	the	DET
ital-3262	2	4	process	process	NOUN
ital-3262	2	5	and	and	CCONJ
ital-3262	2	6	analyzes	analyze	VERB
ital-3262	2	7	current	current	ADJ
ital-3262	2	8	examples	example	NOUN
ital-3262	2	9	in	in	ADP
ital-3262	2	10	four	four	NUM
ital-3262	2	11	areas	area	NOUN
ital-3262	2	12	of	of	ADP
ital-3262	2	13	the	the	DET
ital-3262	2	14	technology	technology	NOUN
ital-3262	2	15	.	.	PUNCT
ital-3262	3	1	content	content	NOUN
ital-3262	3	2	-	-	PUNCT
ital-3262	3	3	based	base	VERB
ital-3262	3	4	information	information	NOUN
ital-3262	3	5	retrieval	retrieval	NOUN
ital-3262	3	6	has	have	AUX
ital-3262	3	7	been	be	AUX
ital-3262	3	8	shown	show	VERB
ital-3262	3	9	to	to	PART
ital-3262	3	10	be	be	AUX
ital-3262	3	11	an	an	DET
ital-3262	3	12	effective	effective	ADJ
ital-3262	3	13	way	way	NOUN
ital-3262	3	14	to	to	PART
ital-3262	3	15	search	search	VERB
ital-3262	3	16	for	for	ADP
ital-3262	3	17	the	the	DET
ital-3262	3	18	type	type	NOUN
ital-3262	3	19	of	of	ADP
ital-3262	3	20	multimedia	multimedia	NOUN
ital-3262	3	21	documents	document	NOUN
ital-3262	3	22	that	that	PRON
ital-3262	3	23	are	be	AUX
ital-3262	3	24	increasingly	increasingly	ADV
ital-3262	3	25	stored	store	VERB
ital-3262	3	26	in	in	ADP
ital-3262	3	27	digital	digital	ADJ
ital-3262	3	28	libraries	library	NOUN
ital-3262	3	29	.	.	PUNCT
ital-3262	4	1	as	as	ADP
ital-3262	4	2	a	a	DET
ital-3262	4	3	good	good	ADJ
ital-3262	4	4	complement	complement	NOUN
ital-3262	4	5	to	to	ADP
ital-3262	4	6	traditional	traditional	ADJ
ital-3262	4	7	textbased	textbase	VERB
ital-3262	4	8	information	information	NOUN
ital-3262	4	9	retrieval	retrieval	NOUN
ital-3262	4	10	technology	technology	NOUN
ital-3262	4	11	,	,	PUNCT
ital-3262	4	12	content	content	NOUN
ital-3262	4	13	-	-	PUNCT
ital-3262	4	14	based	base	VERB
ital-3262	4	15	information	information	NOUN
ital-3262	4	16	retrieval	retrieval	NOUN
ital-3262	4	17	will	will	AUX
ital-3262	4	18	be	be	AUX
ital-3262	4	19	a	a	DET
ital-3262	4	20	significant	significant	ADJ
ital-3262	4	21	trend	trend	NOUN
ital-3262	4	22	for	for	ADP
ital-3262	4	23	the	the	DET
ital-3262	4	24	development	development	NOUN
ital-3262	4	25	of	of	ADP
ital-3262	4	26	digital	digital	ADJ
ital-3262	4	27	libraries	library	NOUN
ital-3262	4	28	.	.	PUNCT
ital-3262	5	1	w	w	ADP
ital-3262	5	2	ith	ith	X
ital-3262	5	3	several	several	ADJ
ital-3262	5	4	decades	decade	NOUN
ital-3262	5	5	of	of	ADP
ital-3262	5	6	their	their	PRON
ital-3262	5	7	development	development	NOUN
ital-3262	5	8	,	,	PUNCT
ital-3262	5	9	digital	digital	ADJ
ital-3262	5	10	libraries	library	NOUN
ital-3262	5	11	are	be	AUX
ital-3262	5	12	no	no	ADV
ital-3262	5	13	longer	long	ADV
ital-3262	5	14	a	a	DET
ital-3262	5	15	myth	myth	NOUN
ital-3262	5	16	.	.	PUNCT
ital-3262	6	1	in	in	ADP
ital-3262	6	2	fact	fact	NOUN
ital-3262	6	3	,	,	PUNCT
ital-3262	6	4	some	some	DET
ital-3262	6	5	general	general	ADJ
ital-3262	6	6	digital	digital	ADJ
ital-3262	6	7	libraries	library	NOUN
ital-3262	6	8	such	such	ADJ
ital-3262	6	9	as	as	ADP
ital-3262	6	10	the	the	DET
ital-3262	6	11	national	national	PROPN
ital-3262	6	12	science	science	PROPN
ital-3262	6	13	digital	digital	PROPN
ital-3262	6	14	library	library	PROPN
ital-3262	6	15	(	(	PUNCT
ital-3262	6	16	nsdl	nsdl	PROPN
ital-3262	6	17	)	)	PUNCT
ital-3262	6	18	and	and	CCONJ
ital-3262	6	19	the	the	DET
ital-3262	6	20	internet	internet	NOUN
ital-3262	6	21	public	public	ADJ
ital-3262	6	22	library	library	NOUN
ital-3262	6	23	are	be	AUX
ital-3262	6	24	widely	widely	ADV
ital-3262	6	25	known	know	VERB
ital-3262	6	26	and	and	CCONJ
ital-3262	6	27	used	use	VERB
ital-3262	6	28	.	.	PUNCT
ital-3262	7	1	the	the	DET
ital-3262	7	2	advance	advance	NOUN
ital-3262	7	3	of	of	ADP
ital-3262	7	4	computer	computer	NOUN
ital-3262	7	5	technology	technology	NOUN
ital-3262	7	6	makes	make	VERB
ital-3262	7	7	it	it	PRON
ital-3262	7	8	possible	possible	ADJ
ital-3262	7	9	to	to	PART
ital-3262	7	10	include	include	VERB
ital-3262	7	11	a	a	DET
ital-3262	7	12	colossal	colossal	ADJ
ital-3262	7	13	amount	amount	NOUN
ital-3262	7	14	of	of	ADP
ital-3262	7	15	information	information	NOUN
ital-3262	7	16	in	in	ADP
ital-3262	7	17	various	various	ADJ
ital-3262	7	18	formats	format	NOUN
ital-3262	7	19	in	in	ADP
ital-3262	7	20	a	a	DET
ital-3262	7	21	digital	digital	ADJ
ital-3262	7	22	library	library	NOUN
ital-3262	7	23	.	.	PUNCT
ital-3262	8	1	in	in	ADP
ital-3262	8	2	addition	addition	NOUN
ital-3262	8	3	to	to	ADP
ital-3262	8	4	traditional	traditional	ADJ
ital-3262	8	5	text	text	NOUN
ital-3262	8	6	-	-	PUNCT
ital-3262	8	7	based	base	VERB
ital-3262	8	8	documents	document	NOUN
ital-3262	8	9	such	such	ADJ
ital-3262	8	10	as	as	ADP
ital-3262	8	11	books	book	NOUN
ital-3262	8	12	and	and	CCONJ
ital-3262	8	13	articles	article	NOUN
ital-3262	8	14	,	,	PUNCT
ital-3262	8	15	other	other	ADJ
ital-3262	8	16	types	type	NOUN
ital-3262	8	17	of	of	ADP
ital-3262	8	18	materials	material	NOUN
ital-3262	8	19	—	—	PUNCT
ital-3262	8	20	including	include	VERB
ital-3262	8	21	images	image	NOUN
ital-3262	8	22	,	,	PUNCT
ital-3262	8	23	audio	audio	ADJ
ital-3262	8	24	,	,	PUNCT
ital-3262	8	25	and	and	CCONJ
ital-3262	8	26	video	video	NOUN
ital-3262	8	27	—	—	PUNCT
ital-3262	8	28	can	can	AUX
ital-3262	8	29	also	also	ADV
ital-3262	8	30	be	be	AUX
ital-3262	8	31	easily	easily	ADV
ital-3262	8	32	digitized	digitize	VERB
ital-3262	8	33	and	and	CCONJ
ital-3262	8	34	stored	store	VERB
ital-3262	8	35	.	.	PUNCT
ital-3262	9	1	therefore	therefore	ADV
ital-3262	9	2	,	,	PUNCT
ital-3262	9	3	how	how	SCONJ
ital-3262	9	4	to	to	PART
ital-3262	9	5	retrieve	retrieve	VERB
ital-3262	9	6	and	and	CCONJ
ital-3262	9	7	present	present	VERB
ital-3262	9	8	this	this	DET
ital-3262	9	9	multimedia	multimedia	NOUN
ital-3262	9	10	information	information	NOUN
ital-3262	9	11	effectively	effectively	ADV
ital-3262	9	12	through	through	ADP
ital-3262	9	13	the	the	DET
ital-3262	9	14	interface	interface	NOUN
ital-3262	9	15	of	of	ADP
ital-3262	9	16	a	a	DET
ital-3262	9	17	digital	digital	ADJ
ital-3262	9	18	library	library	NOUN
ital-3262	9	19	becomes	become	VERB
ital-3262	9	20	a	a	DET
ital-3262	9	21	significant	significant	ADJ
ital-3262	9	22	research	research	NOUN
ital-3262	9	23	topic	topic	NOUN
ital-3262	9	24	.	.	PUNCT
ital-3262	10	1	currently	currently	ADV
ital-3262	10	2	,	,	PUNCT
ital-3262	10	3	there	there	PRON
ital-3262	10	4	are	be	VERB
ital-3262	10	5	three	three	NUM
ital-3262	10	6	methods	method	NOUN
ital-3262	10	7	of	of	ADP
ital-3262	10	8	retrieving	retrieve	VERB
ital-3262	10	9	information	information	NOUN
ital-3262	10	10	in	in	ADP
ital-3262	10	11	a	a	DET
ital-3262	10	12	digital	digital	ADJ
ital-3262	10	13	library	library	NOUN
ital-3262	10	14	.	.	PUNCT
ital-3262	11	1	the	the	DET
ital-3262	11	2	first	first	ADJ
ital-3262	11	3	and	and	CCONJ
ital-3262	11	4	the	the	DET
ital-3262	11	5	easiest	easy	ADJ
ital-3262	11	6	way	way	NOUN
ital-3262	11	7	is	be	AUX
ital-3262	11	8	free	free	ADJ
ital-3262	11	9	browsing	browsing	NOUN
ital-3262	11	10	.	.	PUNCT
ital-3262	12	1	by	by	ADP
ital-3262	12	2	this	this	DET
ital-3262	12	3	means	mean	NOUN
ital-3262	12	4	,	,	PUNCT
ital-3262	12	5	a	a	DET
ital-3262	12	6	user	user	NOUN
ital-3262	12	7	browses	browse	VERB
ital-3262	12	8	through	through	ADP
ital-3262	12	9	a	a	DET
ital-3262	12	10	collection	collection	NOUN
ital-3262	12	11	and	and	CCONJ
ital-3262	12	12	looks	look	NOUN
ital-3262	12	13	for	for	ADP
ital-3262	12	14	desired	desire	VERB
ital-3262	12	15	information	information	NOUN
ital-3262	12	16	.	.	PUNCT
ital-3262	13	1	the	the	DET
ital-3262	13	2	second	second	ADJ
ital-3262	13	3	method	method	NOUN
ital-3262	13	4	—	—	PUNCT
ital-3262	13	5	the	the	DET
ital-3262	13	6	most	most	ADV
ital-3262	13	7	popular	popular	ADJ
ital-3262	13	8	technique	technique	NOUN
ital-3262	13	9	used	use	VERB
ital-3262	13	10	today	today	NOUN
ital-3262	13	11	—	—	PUNCT
ital-3262	13	12	is	be	AUX
ital-3262	13	13	textbased	textbase	VERB
ital-3262	13	14	retrieval	retrieval	NOUN
ital-3262	13	15	.	.	PUNCT
ital-3262	14	1	through	through	ADP
ital-3262	14	2	this	this	DET
ital-3262	14	3	method	method	NOUN
ital-3262	14	4	,	,	PUNCT
ital-3262	14	5	textual	textual	ADJ
ital-3262	14	6	information	information	NOUN
ital-3262	14	7	(	(	PUNCT
ital-3262	14	8	full	full	ADJ
ital-3262	14	9	text	text	NOUN
ital-3262	14	10	of	of	ADP
ital-3262	14	11	text	text	NOUN
ital-3262	14	12	-	-	PUNCT
ital-3262	14	13	based	base	VERB
ital-3262	14	14	documents	document	NOUN
ital-3262	14	15	and/or	and/or	CCONJ
ital-3262	14	16	metadata	metadata	PROPN
ital-3262	14	17	of	of	ADP
ital-3262	14	18	multimedia	multimedia	NOUN
ital-3262	14	19	documents	document	NOUN
ital-3262	14	20	)	)	PUNCT
ital-3262	14	21	is	be	AUX
ital-3262	14	22	indexed	index	VERB
ital-3262	14	23	so	so	SCONJ
ital-3262	14	24	that	that	SCONJ
ital-3262	14	25	a	a	DET
ital-3262	14	26	user	user	NOUN
ital-3262	14	27	can	can	AUX
ital-3262	14	28	search	search	VERB
ital-3262	14	29	the	the	DET
ital-3262	14	30	digital	digital	ADJ
ital-3262	14	31	library	library	NOUN
ital-3262	14	32	by	by	ADP
ital-3262	14	33	using	use	VERB
ital-3262	14	34	keywords	keyword	NOUN
ital-3262	14	35	or	or	CCONJ
ital-3262	14	36	controlled	control	VERB
ital-3262	14	37	terms	term	NOUN
ital-3262	14	38	.	.	PUNCT
ital-3262	15	1	the	the	DET
ital-3262	15	2	third	third	ADJ
ital-3262	15	3	method	method	NOUN
ital-3262	15	4	is	be	AUX
ital-3262	15	5	content	content	NOUN
ital-3262	15	6	-	-	PUNCT
ital-3262	15	7	based	base	VERB
ital-3262	15	8	retrieval	retrieval	NOUN
ital-3262	15	9	,	,	PUNCT
ital-3262	15	10	which	which	PRON
ital-3262	15	11	enables	enable	VERB
ital-3262	15	12	a	a	DET
ital-3262	15	13	user	user	NOUN
ital-3262	15	14	to	to	PART
ital-3262	15	15	search	search	VERB
ital-3262	15	16	multimedia	multimedia	NOUN
ital-3262	15	17	information	information	NOUN
ital-3262	15	18	in	in	ADP
ital-3262	15	19	terms	term	NOUN
ital-3262	15	20	of	of	ADP
ital-3262	15	21	the	the	DET
ital-3262	15	22	actual	actual	ADJ
ital-3262	15	23	content	content	NOUN
ital-3262	15	24	of	of	ADP
ital-3262	15	25	image	image	NOUN
ital-3262	15	26	,	,	PUNCT
ital-3262	15	27	audio	audio	ADJ
ital-3262	15	28	,	,	PUNCT
ital-3262	15	29	or	or	CCONJ
ital-3262	15	30	video	video	NOUN
ital-3262	15	31	(	(	PUNCT
ital-3262	15	32	marques	marque	NOUN
ital-3262	15	33	and	and	CCONJ
ital-3262	15	34	furht	furht	NOUN
ital-3262	15	35	2002	2002	NUM
ital-3262	15	36	)	)	PUNCT
ital-3262	15	37	.	.	PUNCT
ital-3262	16	1	some	some	DET
ital-3262	16	2	content	content	NOUN
ital-3262	16	3	features	feature	NOUN
ital-3262	16	4	that	that	PRON
ital-3262	16	5	have	have	AUX
ital-3262	16	6	been	be	AUX
ital-3262	16	7	studied	study	VERB
ital-3262	16	8	so	so	ADV
ital-3262	16	9	far	far	ADV
ital-3262	16	10	include	include	VERB
ital-3262	16	11	color	color	NOUN
ital-3262	16	12	,	,	PUNCT
ital-3262	16	13	texture	texture	NOUN
ital-3262	16	14	,	,	PUNCT
ital-3262	16	15	size	size	NOUN
ital-3262	16	16	,	,	PUNCT
ital-3262	16	17	shape	shape	NOUN
ital-3262	16	18	,	,	PUNCT
ital-3262	16	19	motion	motion	NOUN
ital-3262	16	20	,	,	PUNCT
ital-3262	16	21	and	and	CCONJ
ital-3262	16	22	pitch	pitch	NOUN
ital-3262	16	23	.	.	PUNCT
ital-3262	17	1	while	while	SCONJ
ital-3262	17	2	some	some	PRON
ital-3262	17	3	may	may	AUX
ital-3262	17	4	argue	argue	VERB
ital-3262	17	5	that	that	SCONJ
ital-3262	17	6	text	text	NOUN
ital-3262	17	7	-	-	PUNCT
ital-3262	17	8	based	base	VERB
ital-3262	17	9	retrieval	retrieval	NOUN
ital-3262	17	10	techniques	technique	NOUN
ital-3262	17	11	are	be	AUX
ital-3262	17	12	good	good	ADJ
ital-3262	17	13	enough	enough	ADV
ital-3262	17	14	to	to	PART
ital-3262	17	15	locate	locate	VERB
ital-3262	17	16	desired	desire	VERB
ital-3262	17	17	multimedia	multimedia	NOUN
ital-3262	17	18	information	information	NOUN
ital-3262	17	19	,	,	PUNCT
ital-3262	17	20	as	as	ADV
ital-3262	17	21	long	long	ADV
ital-3262	17	22	as	as	SCONJ
ital-3262	17	23	it	it	PRON
ital-3262	17	24	is	be	AUX
ital-3262	17	25	assigned	assign	VERB
ital-3262	17	26	proper	proper	ADJ
ital-3262	17	27	metadata	metadata	NOUN
ital-3262	17	28	or	or	CCONJ
ital-3262	17	29	tags	tag	NOUN
ital-3262	17	30	,	,	PUNCT
ital-3262	17	31	words	word	NOUN
ital-3262	17	32	are	be	AUX
ital-3262	17	33	not	not	PART
ital-3262	17	34	sufficient	sufficient	ADJ
ital-3262	17	35	to	to	PART
ital-3262	17	36	describe	describe	VERB
ital-3262	17	37	what	what	PRON
ital-3262	17	38	is	be	AUX
ital-3262	17	39	sometimes	sometimes	ADV
ital-3262	17	40	in	in	ADP
ital-3262	17	41	a	a	DET
ital-3262	17	42	human	human	ADJ
ital-3262	17	43	’s	’s	NOUN
ital-3262	17	44	mind	mind	NOUN
ital-3262	17	45	.	.	PUNCT
ital-3262	18	1	imagine	imagine	VERB
ital-3262	18	2	a	a	DET
ital-3262	18	3	few	few	ADJ
ital-3262	18	4	examples	example	NOUN
ital-3262	18	5	:	:	PUNCT
ital-3262	18	6	a	a	DET
ital-3262	18	7	patron	patron	NOUN
ital-3262	18	8	comes	come	VERB
ital-3262	18	9	to	to	ADP
ital-3262	18	10	a	a	DET
ital-3262	18	11	public	public	ADJ
ital-3262	18	12	library	library	NOUN
ital-3262	18	13	with	with	ADP
ital-3262	18	14	a	a	DET
ital-3262	18	15	picture	picture	NOUN
ital-3262	18	16	of	of	ADP
ital-3262	18	17	a	a	DET
ital-3262	18	18	rare	rare	ADJ
ital-3262	18	19	insect	insect	NOUN
ital-3262	18	20	.	.	PUNCT
ital-3262	19	1	without	without	ADP
ital-3262	19	2	expertise	expertise	NOUN
ital-3262	19	3	in	in	ADP
ital-3262	19	4	entomology	entomology	NOUN
ital-3262	19	5	,	,	PUNCT
ital-3262	19	6	the	the	DET
ital-3262	19	7	librarian	librarian	NOUN
ital-3262	19	8	wo	will	AUX
ital-3262	19	9	n’t	not	PART
ital-3262	19	10	know	know	VERB
ital-3262	19	11	where	where	SCONJ
ital-3262	19	12	to	to	PART
ital-3262	19	13	start	start	VERB
ital-3262	19	14	if	if	SCONJ
ital-3262	19	15	only	only	ADV
ital-3262	19	16	a	a	DET
ital-3262	19	17	text	text	NOUN
ital-3262	19	18	-	-	PUNCT
ital-3262	19	19	based	base	VERB
ital-3262	19	20	information	information	NOUN
ital-3262	19	21	retrieval	retrieval	NOUN
ital-3262	19	22	system	system	NOUN
ital-3262	19	23	is	be	AUX
ital-3262	19	24	available	available	ADJ
ital-3262	19	25	.	.	PUNCT
ital-3262	20	1	however	however	ADV
ital-3262	20	2	,	,	PUNCT
ital-3262	20	3	with	with	ADP
ital-3262	20	4	the	the	DET
ital-3262	20	5	help	help	NOUN
ital-3262	20	6	of	of	ADP
ital-3262	20	7	content	content	NOUN
ital-3262	20	8	-	-	PUNCT
ital-3262	20	9	based	base	VERB
ital-3262	20	10	image	image	NOUN
ital-3262	20	11	retrieval	retrieval	NOUN
ital-3262	20	12	,	,	PUNCT
ital-3262	20	13	the	the	DET
ital-3262	20	14	librarian	librarian	NOUN
ital-3262	20	15	can	can	AUX
ital-3262	20	16	upload	upload	VERB
ital-3262	20	17	the	the	DET
ital-3262	20	18	digitized	digitized	ADJ
ital-3262	20	19	image	image	NOUN
ital-3262	20	20	of	of	ADP
ital-3262	20	21	the	the	DET
ital-3262	20	22	insect	insect	NOUN
ital-3262	20	23	to	to	ADP
ital-3262	20	24	an	an	DET
ital-3262	20	25	online	online	ADJ
ital-3262	20	26	digital	digital	ADJ
ital-3262	20	27	image	image	NOUN
ital-3262	20	28	library	library	NOUN
ital-3262	20	29	of	of	ADP
ital-3262	20	30	insects	insect	NOUN
ital-3262	20	31	,	,	PUNCT
ital-3262	20	32	and	and	CCONJ
ital-3262	20	33	the	the	DET
ital-3262	20	34	system	system	NOUN
ital-3262	20	35	will	will	AUX
ital-3262	20	36	retrieve	retrieve	VERB
ital-3262	20	37	similar	similar	ADJ
ital-3262	20	38	images	image	NOUN
ital-3262	20	39	with	with	ADP
ital-3262	20	40	detailed	detailed	ADJ
ital-3262	20	41	description	description	NOUN
ital-3262	20	42	of	of	ADP
ital-3262	20	43	this	this	DET
ital-3262	20	44	insect	insect	NOUN
ital-3262	20	45	.	.	PUNCT
ital-3262	21	1	similarly	similarly	ADV
ital-3262	21	2	,	,	PUNCT
ital-3262	21	3	a	a	DET
ital-3262	21	4	patron	patron	NOUN
ital-3262	21	5	has	have	VERB
ital-3262	21	6	a	a	DET
ital-3262	21	7	segment	segment	NOUN
ital-3262	21	8	of	of	ADP
ital-3262	21	9	music	music	NOUN
ital-3262	21	10	audio	audio	NOUN
ital-3262	21	11	,	,	PUNCT
ital-3262	21	12	about	about	ADP
ital-3262	21	13	which	which	PRON
ital-3262	21	14	he	he	PRON
ital-3262	21	15	or	or	CCONJ
ital-3262	21	16	she	she	PRON
ital-3262	21	17	knows	know	VERB
ital-3262	21	18	nothing	nothing	PRON
ital-3262	21	19	but	but	CCONJ
ital-3262	21	20	wants	want	VERB
ital-3262	21	21	to	to	PART
ital-3262	21	22	find	find	VERB
ital-3262	21	23	out	out	ADP
ital-3262	21	24	more	more	ADJ
ital-3262	21	25	.	.	PUNCT
ital-3262	22	1	by	by	ADP
ital-3262	22	2	using	use	VERB
ital-3262	22	3	the	the	DET
ital-3262	22	4	content	content	NOUN
ital-3262	22	5	-	-	PUNCT
ital-3262	22	6	based	base	VERB
ital-3262	22	7	audio	audio	ADJ
ital-3262	22	8	retrieval	retrieval	NOUN
ital-3262	22	9	system	system	NOUN
ital-3262	22	10	,	,	PUNCT
ital-3262	22	11	the	the	DET
ital-3262	22	12	patron	patron	NOUN
ital-3262	22	13	can	can	AUX
ital-3262	22	14	get	get	VERB
ital-3262	22	15	similar	similar	ADJ
ital-3262	22	16	audio	audio	ADJ
ital-3262	22	17	clips	clip	NOUN
ital-3262	22	18	with	with	ADP
ital-3262	22	19	detailed	detailed	ADJ
ital-3262	22	20	information	information	NOUN
ital-3262	22	21	from	from	ADP
ital-3262	22	22	a	a	DET
ital-3262	22	23	digital	digital	ADJ
ital-3262	22	24	music	music	NOUN
ital-3262	22	25	library	library	NOUN
ital-3262	22	26	,	,	PUNCT
ital-3262	22	27	and	and	CCONJ
ital-3262	22	28	then	then	ADV
ital-3262	22	29	listen	listen	VERB
ital-3262	22	30	to	to	ADP
ital-3262	22	31	them	they	PRON
ital-3262	22	32	to	to	PART
ital-3262	22	33	find	find	VERB
ital-3262	22	34	an	an	DET
ital-3262	22	35	exact	exact	ADJ
ital-3262	22	36	match	match	NOUN
ital-3262	22	37	.	.	PUNCT
ital-3262	23	1	this	this	DET
ital-3262	23	2	procedure	procedure	NOUN
ital-3262	23	3	will	will	AUX
ital-3262	23	4	be	be	AUX
ital-3262	23	5	much	much	ADV
ital-3262	23	6	easier	easy	ADJ
ital-3262	23	7	than	than	ADP
ital-3262	23	8	doing	do	VERB
ital-3262	23	9	a	a	DET
ital-3262	23	10	search	search	NOUN
ital-3262	23	11	on	on	ADP
ital-3262	23	12	a	a	DET
ital-3262	23	13	text	text	NOUN
ital-3262	23	14	-	-	PUNCT
ital-3262	23	15	based	base	VERB
ital-3262	23	16	music	music	NOUN
ital-3262	23	17	search	search	NOUN
ital-3262	23	18	system	system	NOUN
ital-3262	23	19	.	.	PUNCT
ital-3262	24	1	it	it	PRON
ital-3262	24	2	is	be	AUX
ital-3262	24	3	definitely	definitely	ADV
ital-3262	24	4	helpful	helpful	ADJ
ital-3262	24	5	if	if	SCONJ
ital-3262	24	6	a	a	DET
ital-3262	24	7	user	user	NOUN
ital-3262	24	8	can	can	AUX
ital-3262	24	9	search	search	VERB
ital-3262	24	10	this	this	DET
ital-3262	24	11	non	non	ADJ
ital-3262	24	12	-	-	ADJ
ital-3262	24	13	textual	textual	ADJ
ital-3262	24	14	information	information	NOUN
ital-3262	24	15	by	by	ADP
ital-3262	24	16	styles	style	NOUN
ital-3262	24	17	and	and	CCONJ
ital-3262	24	18	features	feature	NOUN
ital-3262	24	19	.	.	PUNCT
ital-3262	25	1	in	in	ADP
ital-3262	25	2	addition	addition	NOUN
ital-3262	25	3	,	,	PUNCT
ital-3262	25	4	the	the	DET
ital-3262	25	5	advance	advance	NOUN
ital-3262	25	6	of	of	ADP
ital-3262	25	7	the	the	DET
ital-3262	25	8	world	world	NOUN
ital-3262	25	9	wide	wide	ADJ
ital-3262	25	10	web	web	NOUN
ital-3262	25	11	brings	bring	VERB
ital-3262	25	12	some	some	DET
ital-3262	25	13	new	new	ADJ
ital-3262	25	14	challenges	challenge	NOUN
ital-3262	25	15	to	to	ADP
ital-3262	25	16	traditional	traditional	ADJ
ital-3262	25	17	text	text	NOUN
ital-3262	25	18	-	-	PUNCT
ital-3262	25	19	based	base	VERB
ital-3262	25	20	information	information	NOUN
ital-3262	25	21	retrieval	retrieval	NOUN
ital-3262	25	22	.	.	PUNCT
ital-3262	26	1	while	while	SCONJ
ital-3262	26	2	today	today	NOUN
ital-3262	26	3	’s	’s	PART
ital-3262	26	4	web	web	NOUN
ital-3262	26	5	-	-	PUNCT
ital-3262	26	6	based	base	VERB
ital-3262	26	7	digital	digital	ADJ
ital-3262	26	8	libraries	library	NOUN
ital-3262	26	9	can	can	AUX
ital-3262	26	10	be	be	AUX
ital-3262	26	11	accessed	access	VERB
ital-3262	26	12	around	around	ADP
ital-3262	26	13	the	the	DET
ital-3262	26	14	world	world	NOUN
ital-3262	26	15	,	,	PUNCT
ital-3262	26	16	users	user	NOUN
ital-3262	26	17	with	with	ADP
ital-3262	26	18	different	different	ADJ
ital-3262	26	19	language	language	NOUN
ital-3262	26	20	and	and	CCONJ
ital-3262	26	21	cultural	cultural	ADJ
ital-3262	26	22	backgrounds	background	NOUN
ital-3262	26	23	may	may	AUX
ital-3262	26	24	not	not	PART
ital-3262	26	25	be	be	AUX
ital-3262	26	26	able	able	ADJ
ital-3262	26	27	to	to	PART
ital-3262	26	28	do	do	VERB
ital-3262	26	29	effective	effective	ADJ
ital-3262	26	30	keyword	keyword	NOUN
ital-3262	26	31	searches	search	NOUN
ital-3262	26	32	of	of	ADP
ital-3262	26	33	these	these	DET
ital-3262	26	34	libraries	library	NOUN
ital-3262	26	35	.	.	PUNCT
ital-3262	27	1	content	content	NOUN
ital-3262	27	2	-	-	PUNCT
ital-3262	27	3	based	base	VERB
ital-3262	27	4	information	information	NOUN
ital-3262	27	5	retrieval	retrieval	NOUN
ital-3262	27	6	techniques	technique	NOUN
ital-3262	27	7	will	will	AUX
ital-3262	27	8	increase	increase	VERB
ital-3262	27	9	the	the	DET
ital-3262	27	10	accessibility	accessibility	NOUN
ital-3262	27	11	of	of	ADP
ital-3262	27	12	these	these	DET
ital-3262	27	13	digital	digital	ADJ
ital-3262	27	14	libraries	library	NOUN
ital-3262	27	15	greatly	greatly	ADV
ital-3262	27	16	,	,	PUNCT
ital-3262	27	17	and	and	CCONJ
ital-3262	27	18	this	this	PRON
ital-3262	27	19	is	be	AUX
ital-3262	27	20	probably	probably	ADV
ital-3262	27	21	a	a	DET
ital-3262	27	22	major	major	ADJ
ital-3262	27	23	reason	reason	NOUN
ital-3262	27	24	it	it	PRON
ital-3262	27	25	has	have	AUX
ital-3262	27	26	become	become	VERB
ital-3262	27	27	a	a	DET
ital-3262	27	28	hot	hot	ADJ
ital-3262	27	29	research	research	NOUN
ital-3262	27	30	area	area	NOUN
ital-3262	27	31	in	in	ADP
ital-3262	27	32	the	the	DET
ital-3262	27	33	past	past	ADJ
ital-3262	27	34	decade	decade	NOUN
ital-3262	27	35	.	.	PUNCT
ital-3262	28	1	ideally	ideally	ADV
ital-3262	28	2	,	,	PUNCT
ital-3262	28	3	a	a	DET
ital-3262	28	4	content	content	NOUN
ital-3262	28	5	-	-	PUNCT
ital-3262	28	6	based	base	VERB
ital-3262	28	7	information	information	NOUN
ital-3262	28	8	retrieval	retrieval	NOUN
ital-3262	28	9	system	system	NOUN
ital-3262	28	10	can	can	AUX
ital-3262	28	11	understand	understand	VERB
ital-3262	28	12	the	the	DET
ital-3262	28	13	multimedia	multimedia	NOUN
ital-3262	28	14	data	datum	NOUN
ital-3262	28	15	semantically	semantically	ADV
ital-3262	28	16	,	,	PUNCT
ital-3262	28	17	such	such	ADJ
ital-3262	28	18	as	as	ADP
ital-3262	28	19	its	its	PRON
ital-3262	28	20	objects	object	NOUN
ital-3262	28	21	and	and	CCONJ
ital-3262	28	22	categories	category	NOUN
ital-3262	28	23	to	to	PART
ital-3262	28	24	which	which	PRON
ital-3262	28	25	it	it	PRON
ital-3262	28	26	belongs	belong	VERB
ital-3262	28	27	.	.	PUNCT
ital-3262	29	1	therefore	therefore	ADV
ital-3262	29	2	,	,	PUNCT
ital-3262	29	3	a	a	DET
ital-3262	29	4	user	user	NOUN
ital-3262	29	5	is	be	AUX
ital-3262	29	6	able	able	ADJ
ital-3262	29	7	to	to	PART
ital-3262	29	8	submit	submit	VERB
ital-3262	29	9	semantic	semantic	ADJ
ital-3262	29	10	queries	query	NOUN
ital-3262	29	11	and	and	CCONJ
ital-3262	29	12	retrieve	retrieve	VERB
ital-3262	29	13	matched	match	VERB
ital-3262	29	14	results	result	NOUN
ital-3262	29	15	.	.	PUNCT
ital-3262	30	1	however	however	ADV
ital-3262	30	2	,	,	PUNCT
ital-3262	30	3	a	a	DET
ital-3262	30	4	great	great	ADJ
ital-3262	30	5	difficulty	difficulty	NOUN
ital-3262	30	6	in	in	ADP
ital-3262	30	7	the	the	DET
ital-3262	30	8	current	current	ADJ
ital-3262	30	9	computer	computer	NOUN
ital-3262	30	10	technology	technology	NOUN
ital-3262	30	11	is	be	AUX
ital-3262	30	12	to	to	PART
ital-3262	30	13	extract	extract	VERB
ital-3262	30	14	high	high	ADJ
ital-3262	30	15	-	-	PUNCT
ital-3262	30	16	level	level	NOUN
ital-3262	30	17	or	or	CCONJ
ital-3262	30	18	semantic	semantic	ADJ
ital-3262	30	19	features	feature	NOUN
ital-3262	30	20	of	of	ADP
ital-3262	30	21	multimedia	multimedia	ADJ
ital-3262	30	22	information	information	NOUN
ital-3262	30	23	.	.	PUNCT
ital-3262	31	1	most	most	ADJ
ital-3262	31	2	projects	project	NOUN
ital-3262	31	3	still	still	ADV
ital-3262	31	4	focus	focus	VERB
ital-3262	31	5	on	on	ADP
ital-3262	31	6	lower	low	ADJ
ital-3262	31	7	-	-	PUNCT
ital-3262	31	8	level	level	NOUN
ital-3262	31	9	features	feature	NOUN
ital-3262	31	10	,	,	PUNCT
ital-3262	31	11	such	such	ADJ
ital-3262	31	12	as	as	ADP
ital-3262	31	13	color	color	NOUN
ital-3262	31	14	,	,	PUNCT
ital-3262	31	15	texture	texture	NOUN
ital-3262	31	16	,	,	PUNCT
ital-3262	31	17	and	and	CCONJ
ital-3262	31	18	shape	shape	NOUN
ital-3262	31	19	.	.	PUNCT
ital-3262	32	1	simply	simply	ADV
ital-3262	32	2	put	put	VERB
ital-3262	32	3	,	,	PUNCT
ital-3262	32	4	a	a	DET
ital-3262	32	5	typical	typical	ADJ
ital-3262	32	6	content	content	NOUN
ital-3262	32	7	-	-	PUNCT
ital-3262	32	8	based	base	VERB
ital-3262	32	9	information	information	NOUN
ital-3262	32	10	retrieval	retrieval	NOUN
ital-3262	32	11	system	system	NOUN
ital-3262	32	12	works	work	VERB
ital-3262	32	13	in	in	ADP
ital-3262	32	14	this	this	DET
ital-3262	32	15	way	way	NOUN
ital-3262	32	16	:	:	PUNCT
ital-3262	32	17	first	first	ADV
ital-3262	32	18	,	,	PUNCT
ital-3262	32	19	for	for	ADP
ital-3262	32	20	each	each	DET
ital-3262	32	21	multimedia	multimedia	NOUN
ital-3262	32	22	file	file	NOUN
ital-3262	32	23	in	in	ADP
ital-3262	32	24	the	the	DET
ital-3262	32	25	database	database	NOUN
ital-3262	32	26	,	,	PUNCT
ital-3262	32	27	certain	certain	ADJ
ital-3262	32	28	feature	feature	NOUN
ital-3262	32	29	information	information	NOUN
ital-3262	32	30	(	(	PUNCT
ital-3262	32	31	e.g.	e.g.	ADV
ital-3262	32	32	,	,	PUNCT
ital-3262	32	33	color	color	NOUN
ital-3262	32	34	,	,	PUNCT
ital-3262	32	35	motion	motion	NOUN
ital-3262	32	36	,	,	PUNCT
ital-3262	32	37	or	or	CCONJ
ital-3262	32	38	pitch	pitch	NOUN
ital-3262	32	39	)	)	PUNCT
ital-3262	32	40	is	be	AUX
ital-3262	32	41	extracted	extract	VERB
ital-3262	32	42	,	,	PUNCT
ital-3262	32	43	indexed	index	VERB
ital-3262	32	44	,	,	PUNCT
ital-3262	32	45	and	and	CCONJ
ital-3262	32	46	stored	store	VERB
ital-3262	32	47	.	.	PUNCT
ital-3262	33	1	second	second	ADV
ital-3262	33	2	,	,	PUNCT
ital-3262	33	3	when	when	SCONJ
ital-3262	33	4	a	a	DET
ital-3262	33	5	user	user	NOUN
ital-3262	33	6	composes	compose	VERB
ital-3262	33	7	a	a	DET
ital-3262	33	8	query	query	NOUN
ital-3262	33	9	,	,	PUNCT
ital-3262	33	10	the	the	DET
ital-3262	33	11	feature	feature	NOUN
ital-3262	33	12	information	information	NOUN
ital-3262	33	13	of	of	ADP
ital-3262	33	14	the	the	DET
ital-3262	33	15	query	query	NOUN
ital-3262	33	16	is	be	AUX
ital-3262	33	17	calculated	calculate	VERB
ital-3262	33	18	as	as	ADP
ital-3262	33	19	vectors	vector	NOUN
ital-3262	33	20	.	.	PUNCT
ital-3262	34	1	finally	finally	ADV
ital-3262	34	2	,	,	PUNCT
ital-3262	34	3	the	the	DET
ital-3262	34	4	system	system	NOUN
ital-3262	34	5	compares	compare	VERB
ital-3262	34	6	the	the	DET
ital-3262	34	7	similarity	similarity	NOUN
ital-3262	34	8	between	between	ADP
ital-3262	34	9	the	the	DET
ital-3262	34	10	feature	feature	NOUN
ital-3262	34	11	vectors	vector	NOUN
ital-3262	34	12	of	of	ADP
ital-3262	34	13	the	the	DET
ital-3262	34	14	query	query	NOUN
ital-3262	34	15	and	and	CCONJ
ital-3262	34	16	multimedia	multimedia	NOUN
ital-3262	34	17	data	datum	NOUN
ital-3262	34	18	,	,	PUNCT
ital-3262	34	19	and	and	CCONJ
ital-3262	34	20	retrieves	retrieve	VERB
ital-3262	34	21	the	the	DET
ital-3262	34	22	best	good	ADJ
ital-3262	34	23	matching	matching	NOUN
ital-3262	34	24	records	record	NOUN
ital-3262	34	25	.	.	PUNCT
ital-3262	35	1	if	if	SCONJ
ital-3262	35	2	the	the	DET
ital-3262	35	3	user	user	NOUN
ital-3262	35	4	is	be	AUX
ital-3262	35	5	not	not	PART
ital-3262	35	6	satisfied	satisfied	ADJ
ital-3262	35	7	with	with	ADP
ital-3262	35	8	the	the	DET
ital-3262	35	9	retrieved	retrieve	VERB
ital-3262	35	10	records	record	NOUN
ital-3262	35	11	,	,	PUNCT
ital-3262	35	12	he	he	PRON
ital-3262	35	13	or	or	CCONJ
ital-3262	35	14	she	she	PRON
ital-3262	35	15	can	can	AUX
ital-3262	35	16	refine	refine	VERB
ital-3262	35	17	the	the	DET
ital-3262	35	18	search	search	NOUN
ital-3262	35	19	results	result	NOUN
ital-3262	35	20	by	by	ADP
ital-3262	35	21	selecting	select	VERB
ital-3262	35	22	the	the	DET
ital-3262	35	23	most	most	ADV
ital-3262	35	24	relevant	relevant	ADJ
ital-3262	35	25	ones	one	NOUN
ital-3262	35	26	to	to	ADP
ital-3262	35	27	the	the	DET
ital-3262	35	28	search	search	NOUN
ital-3262	35	29	query	query	NOUN
ital-3262	35	30	,	,	PUNCT
ital-3262	35	31	and	and	CCONJ
ital-3262	35	32	repeat	repeat	VERB
ital-3262	35	33	the	the	DET
ital-3262	35	34	search	search	NOUN
ital-3262	35	35	with	with	ADP
ital-3262	35	36	the	the	DET
ital-3262	35	37	new	new	ADJ
ital-3262	35	38	information	information	NOUN
ital-3262	35	39	.	.	PUNCT
ital-3262	36	1	this	this	DET
ital-3262	36	2	process	process	NOUN
ital-3262	36	3	is	be	AUX
ital-3262	36	4	illustrated	illustrate	VERB
ital-3262	36	5	in	in	ADP
ital-3262	36	6	figure	figure	NOUN
ital-3262	36	7	1	1	NUM
ital-3262	36	8	.	.	PUNCT
ital-3262	37	1	the	the	DET
ital-3262	37	2	following	follow	VERB
ital-3262	37	3	sections	section	NOUN
ital-3262	37	4	will	will	AUX
ital-3262	37	5	examine	examine	VERB
ital-3262	37	6	some	some	DET
ital-3262	37	7	existing	exist	VERB
ital-3262	37	8	content	content	NOUN
ital-3262	37	9	-	-	PUNCT
ital-3262	37	10	based	base	VERB
ital-3262	37	11	information	information	NOUN
ital-3262	37	12	retrieval	retrieval	NOUN
ital-3262	37	13	techniques	technique	NOUN
ital-3262	37	14	for	for	ADP
ital-3262	37	15	most	most	ADJ
ital-3262	37	16	common	common	ADJ
ital-3262	37	17	information	information	NOUN
ital-3262	37	18	formats	format	NOUN
ital-3262	37	19	(	(	PUNCT
ital-3262	37	20	image	image	NOUN
ital-3262	37	21	,	,	PUNCT
ital-3262	37	22	audio	audio	ADJ
ital-3262	37	23	,	,	PUNCT
ital-3262	37	24	and	and	CCONJ
ital-3262	37	25	video	video	NOUN
ital-3262	37	26	)	)	PUNCT
ital-3262	37	27	in	in	ADP
ital-3262	37	28	digital	digital	ADJ
ital-3262	37	29	libraries	library	NOUN
ital-3262	37	30	,	,	PUNCT
ital-3262	37	31	as	as	ADV
ital-3262	37	32	well	well	ADV
ital-3262	37	33	as	as	ADP
ital-3262	37	34	their	their	PRON
ital-3262	37	35	limitations	limitation	NOUN
ital-3262	37	36	and	and	CCONJ
ital-3262	37	37	trends	trend	NOUN
ital-3262	37	38	.	.	PUNCT
ital-3262	38	1	gary	gary	PROPN
ital-3262	38	2	(	(	PUNCT
ital-3262	38	3	gang	gang	PROPN
ital-3262	38	4	)	)	PUNCT
ital-3262	38	5	wan	wan	PROPN
ital-3262	38	6	(	(	PUNCT
ital-3262	38	7	gwan@tamu.edu	gwan@tamu.edu	PROPN
ital-3262	38	8	)	)	PUNCT
ital-3262	38	9	is	be	AUX
ital-3262	38	10	a	a	DET
ital-3262	38	11	science	science	NOUN
ital-3262	38	12	librarian	librarian	NOUN
ital-3262	38	13	and	and	CCONJ
ital-3262	38	14	assistant	assistant	NOUN
ital-3262	38	15	professor	professor	NOUN
ital-3262	38	16	,	,	PUNCT
ital-3262	38	17	and	and	CCONJ
ital-3262	38	18	zao	zao	PROPN
ital-3262	38	19	liu	liu	PROPN
ital-3262	38	20	(	(	PUNCT
ital-3262	38	21	zliu@tamu.edu	zliu@tamu.edu	NUM
ital-3262	38	22	)	)	PUNCT
ital-3262	38	23	is	be	AUX
ital-3262	38	24	a	a	DET
ital-3262	38	25	distance	distance	NOUN
ital-3262	38	26	learning	learn	VERB
ital-3262	38	27	librarian	librarian	NOUN
ital-3262	38	28	and	and	CCONJ
ital-3262	38	29	assistant	assistant	NOUN
ital-3262	38	30	professor	professor	NOUN
ital-3262	38	31	at	at	ADP
ital-3262	38	32	sterling	sterling	PROPN
ital-3262	38	33	c.	c.	PROPN
ital-3262	38	34	evans	evans	PROPN
ital-3262	38	35	library	library	PROPN
ital-3262	38	36	,	,	PUNCT
ital-3262	38	37	texas	texas	PROPN
ital-3262	38	38	a&m	a&m	PROPN
ital-3262	38	39	university	university	PROPN
ital-3262	38	40	,	,	PUNCT
ital-3262	38	41	college	college	NOUN
ital-3262	38	42	station	station	NOUN
ital-3262	38	43	,	,	PUNCT
ital-3262	38	44	texas	texas	PROPN
ital-3262	38	45	.	.	PUNCT
ital-3262	39	1	gary	gary	PROPN
ital-3262	39	2	(	(	PUNCT
ital-3262	39	3	gang	gang	PROPN
ital-3262	39	4	)	)	PUNCT
ital-3262	39	5	wan	wan	PROPN
ital-3262	39	6	and	and	CCONJ
ital-3262	39	7	zao	zao	PROPN
ital-3262	39	8	liu	liu	PROPN
ital-3262	39	9	42	42	NUM
ital-3262	39	10	information	information	NOUN
ital-3262	39	11	technology	technology	NOUN
ital-3262	39	12	and	and	CCONJ
ital-3262	39	13	libraries	library	NOUN
ital-3262	39	14	|	|	NOUN
ital-3262	39	15	march	march	NOUN
ital-3262	39	16	200842	200842	NUM
ital-3262	39	17	information	information	NOUN
ital-3262	39	18	technology	technology	NOUN
ital-3262	39	19	and	and	CCONJ
ital-3262	39	20	libraries	library	NOUN
ital-3262	39	21	|	|	NOUN
ital-3262	39	22	march	march	PROPN
ital-3262	39	23	2008	2008	NUM
ital-3262	39	24	■	■	PUNCT
ital-3262	39	25	content	content	NOUN
ital-3262	39	26	-	-	PUNCT
ital-3262	39	27	based	base	VERB
ital-3262	39	28	image	image	NOUN
ital-3262	39	29	retrieval	retrieval	NOUN
ital-3262	39	30	there	there	PRON
ital-3262	39	31	have	have	AUX
ital-3262	39	32	been	be	AUX
ital-3262	39	33	a	a	DET
ital-3262	39	34	large	large	ADJ
ital-3262	39	35	number	number	NOUN
ital-3262	39	36	of	of	ADP
ital-3262	39	37	different	different	ADJ
ital-3262	39	38	contentbased	contentbase	VERB
ital-3262	39	39	image	image	NOUN
ital-3262	39	40	retrieval	retrieval	NOUN
ital-3262	39	41	(	(	PUNCT
ital-3262	39	42	cbir	cbir	NOUN
ital-3262	39	43	)	)	PUNCT
ital-3262	39	44	systems	system	NOUN
ital-3262	39	45	proposed	propose	VERB
ital-3262	39	46	in	in	ADP
ital-3262	39	47	the	the	DET
ital-3262	39	48	last	last	ADJ
ital-3262	39	49	few	few	ADJ
ital-3262	39	50	years	year	NOUN
ital-3262	39	51	,	,	PUNCT
ital-3262	39	52	either	either	CCONJ
ital-3262	39	53	building	build	VERB
ital-3262	39	54	on	on	ADP
ital-3262	39	55	prior	prior	ADJ
ital-3262	39	56	work	work	NOUN
ital-3262	39	57	or	or	CCONJ
ital-3262	39	58	exploring	explore	VERB
ital-3262	39	59	novel	novel	ADJ
ital-3262	39	60	directions	direction	NOUN
ital-3262	39	61	.	.	PUNCT
ital-3262	40	1	one	one	NUM
ital-3262	40	2	similarity	similarity	NOUN
ital-3262	40	3	among	among	ADP
ital-3262	40	4	these	these	DET
ital-3262	40	5	systems	system	NOUN
ital-3262	40	6	is	be	AUX
ital-3262	40	7	that	that	SCONJ
ital-3262	40	8	most	most	ADJ
ital-3262	40	9	perform	perform	VERB
ital-3262	40	10	feature	feature	NOUN
ital-3262	40	11	extraction	extraction	NOUN
ital-3262	40	12	as	as	ADP
ital-3262	40	13	the	the	DET
ital-3262	40	14	first	first	ADJ
ital-3262	40	15	step	step	NOUN
ital-3262	40	16	in	in	ADP
ital-3262	40	17	the	the	DET
ital-3262	40	18	process	process	NOUN
ital-3262	40	19	,	,	PUNCT
ital-3262	40	20	obtaining	obtain	VERB
ital-3262	40	21	global	global	ADJ
ital-3262	40	22	image	image	NOUN
ital-3262	40	23	features	feature	NOUN
ital-3262	40	24	such	such	ADJ
ital-3262	40	25	as	as	ADP
ital-3262	40	26	color	color	NOUN
ital-3262	40	27	,	,	PUNCT
ital-3262	40	28	shape	shape	NOUN
ital-3262	40	29	,	,	PUNCT
ital-3262	40	30	and	and	CCONJ
ital-3262	40	31	texture	texture	NOUN
ital-3262	40	32	(	(	PUNCT
ital-3262	40	33	datta	datta	VERB
ital-3262	40	34	et	et	NOUN
ital-3262	40	35	al	al	PROPN
ital-3262	40	36	.	.	PROPN
ital-3262	40	37	,	,	PUNCT
ital-3262	40	38	2005	2005	NUM
ital-3262	40	39	)	)	PUNCT
ital-3262	40	40	.	.	PUNCT
ital-3262	41	1	one	one	NUM
ital-3262	41	2	of	of	ADP
ital-3262	41	3	the	the	DET
ital-3262	41	4	most	most	ADV
ital-3262	41	5	well	well	ADV
ital-3262	41	6	-	-	PUNCT
ital-3262	41	7	known	know	VERB
ital-3262	41	8	cbir	cbir	NOUN
ital-3262	41	9	systems	system	NOUN
ital-3262	41	10	is	be	AUX
ital-3262	41	11	query	query	NOUN
ital-3262	41	12	by	by	ADP
ital-3262	41	13	image	image	NOUN
ital-3262	41	14	content	content	NOUN
ital-3262	41	15	(	(	PUNCT
ital-3262	41	16	qbic	qbic	NOUN
ital-3262	41	17	)	)	PUNCT
ital-3262	41	18	,	,	PUNCT
ital-3262	41	19	which	which	PRON
ital-3262	41	20	was	be	AUX
ital-3262	41	21	developed	develop	VERB
ital-3262	41	22	by	by	ADP
ital-3262	41	23	ibm	ibm	PROPN
ital-3262	41	24	.	.	PUNCT
ital-3262	42	1	it	it	PRON
ital-3262	42	2	uses	use	VERB
ital-3262	42	3	several	several	ADJ
ital-3262	42	4	different	different	ADJ
ital-3262	42	5	features	feature	NOUN
ital-3262	42	6	,	,	PUNCT
ital-3262	42	7	including	include	VERB
ital-3262	42	8	color	color	NOUN
ital-3262	42	9	,	,	PUNCT
ital-3262	42	10	sketches	sketch	NOUN
ital-3262	42	11	,	,	PUNCT
ital-3262	42	12	texture	texture	NOUN
ital-3262	42	13	,	,	PUNCT
ital-3262	42	14	shape	shape	NOUN
ital-3262	42	15	,	,	PUNCT
ital-3262	42	16	and	and	CCONJ
ital-3262	42	17	example	example	NOUN
ital-3262	42	18	images	image	NOUN
ital-3262	42	19	to	to	PART
ital-3262	42	20	retrieve	retrieve	VERB
ital-3262	42	21	images	image	NOUN
ital-3262	42	22	from	from	ADP
ital-3262	42	23	image	image	NOUN
ital-3262	42	24	and	and	CCONJ
ital-3262	42	25	video	video	NOUN
ital-3262	42	26	databases	database	NOUN
ital-3262	42	27	.	.	PUNCT
ital-3262	43	1	since	since	SCONJ
ital-3262	43	2	its	its	PRON
ital-3262	43	3	launch	launch	NOUN
ital-3262	43	4	in	in	ADP
ital-3262	43	5	1995	1995	NUM
ital-3262	43	6	,	,	PUNCT
ital-3262	43	7	the	the	DET
ital-3262	43	8	qbic	qbic	ADJ
ital-3262	43	9	model	model	NOUN
ital-3262	43	10	has	have	AUX
ital-3262	43	11	been	be	AUX
ital-3262	43	12	employed	employ	VERB
ital-3262	43	13	for	for	ADP
ital-3262	43	14	quite	quite	DET
ital-3262	43	15	a	a	DET
ital-3262	43	16	few	few	ADJ
ital-3262	43	17	digital	digital	ADJ
ital-3262	43	18	libraries	library	NOUN
ital-3262	43	19	or	or	CCONJ
ital-3262	43	20	collections	collection	NOUN
ital-3262	43	21	.	.	PUNCT
ital-3262	44	1	one	one	NUM
ital-3262	44	2	recent	recent	ADJ
ital-3262	44	3	adopter	adopter	NOUN
ital-3262	44	4	is	be	AUX
ital-3262	44	5	the	the	DET
ital-3262	44	6	state	state	NOUN
ital-3262	44	7	hermitage	hermitage	NOUN
ital-3262	44	8	museum	museum	NOUN
ital-3262	44	9	in	in	ADP
ital-3262	44	10	russia	russia	PROPN
ital-3262	44	11	(	(	PUNCT
ital-3262	44	12	www.hermitage	www.hermitage	NOUN
ital-3262	44	13	.	.	PUNCT
ital-3262	45	1	ru	ru	PROPN
ital-3262	45	2	)	)	PUNCT
ital-3262	45	3	,	,	PUNCT
ital-3262	45	4	which	which	PRON
ital-3262	45	5	uses	use	VERB
ital-3262	45	6	qbic	qbic	NOUN
ital-3262	45	7	for	for	ADP
ital-3262	45	8	its	its	PRON
ital-3262	45	9	web	web	NOUN
ital-3262	45	10	-	-	PUNCT
ital-3262	45	11	based	base	VERB
ital-3262	45	12	digital	digital	ADJ
ital-3262	45	13	image	image	NOUN
ital-3262	45	14	collection	collection	NOUN
ital-3262	45	15	.	.	PUNCT
ital-3262	46	1	users	user	NOUN
ital-3262	46	2	can	can	AUX
ital-3262	46	3	find	find	VERB
ital-3262	46	4	artwork	artwork	NOUN
ital-3262	46	5	images	image	NOUN
ital-3262	46	6	by	by	ADP
ital-3262	46	7	selecting	select	VERB
ital-3262	46	8	colors	color	NOUN
ital-3262	46	9	from	from	ADP
ital-3262	46	10	a	a	DET
ital-3262	46	11	palette	palette	NOUN
ital-3262	46	12	or	or	CCONJ
ital-3262	46	13	by	by	ADP
ital-3262	46	14	sketching	sketch	VERB
ital-3262	46	15	shapes	shape	NOUN
ital-3262	46	16	on	on	ADP
ital-3262	46	17	a	a	DET
ital-3262	46	18	canvas	canvas	NOUN
ital-3262	46	19	.	.	PUNCT
ital-3262	47	1	the	the	DET
ital-3262	47	2	user	user	NOUN
ital-3262	47	3	can	can	AUX
ital-3262	47	4	also	also	ADV
ital-3262	47	5	refine	refine	VERB
ital-3262	47	6	existing	exist	VERB
ital-3262	47	7	search	search	NOUN
ital-3262	47	8	results	result	NOUN
ital-3262	47	9	by	by	ADP
ital-3262	47	10	requesting	request	VERB
ital-3262	47	11	all	all	DET
ital-3262	47	12	artwork	artwork	NOUN
ital-3262	47	13	images	image	NOUN
ital-3262	47	14	with	with	ADP
ital-3262	47	15	similar	similar	ADJ
ital-3262	47	16	visual	visual	ADJ
ital-3262	47	17	attributes	attribute	NOUN
ital-3262	47	18	.	.	PUNCT
ital-3262	48	1	the	the	DET
ital-3262	48	2	following	follow	VERB
ital-3262	48	3	screenshots	screenshot	NOUN
ital-3262	48	4	demonstrate	demonstrate	VERB
ital-3262	48	5	how	how	SCONJ
ital-3262	48	6	a	a	DET
ital-3262	48	7	user	user	NOUN
ital-3262	48	8	can	can	AUX
ital-3262	48	9	do	do	VERB
ital-3262	48	10	a	a	DET
ital-3262	48	11	content	content	NOUN
ital-3262	48	12	-	-	PUNCT
ital-3262	48	13	based	base	VERB
ital-3262	48	14	image	image	NOUN
ital-3262	48	15	search	search	NOUN
ital-3262	48	16	with	with	ADP
ital-3262	48	17	qbic	qbic	ADJ
ital-3262	48	18	technology	technology	NOUN
ital-3262	48	19	.	.	PUNCT
ital-3262	49	1	in	in	ADP
ital-3262	49	2	figure	figure	NOUN
ital-3262	49	3	2.1	2.1	NUM
ital-3262	49	4	,	,	PUNCT
ital-3262	49	5	the	the	DET
ital-3262	49	6	user	user	NOUN
ital-3262	49	7	chooses	choose	VERB
ital-3262	49	8	a	a	DET
ital-3262	49	9	color	color	NOUN
ital-3262	49	10	from	from	ADP
ital-3262	49	11	the	the	DET
ital-3262	49	12	palette	palette	NOUN
ital-3262	49	13	and	and	CCONJ
ital-3262	49	14	composes	compose	VERB
ital-3262	49	15	the	the	DET
ital-3262	49	16	color	color	NOUN
ital-3262	49	17	schema	schema	NOUN
ital-3262	49	18	of	of	ADP
ital-3262	49	19	artwork	artwork	NOUN
ital-3262	49	20	he	he	PRON
ital-3262	50	1	or	or	CCONJ
ital-3262	50	2	she	she	PRON
ital-3262	50	3	is	be	AUX
ital-3262	50	4	looking	look	VERB
ital-3262	50	5	for	for	ADP
ital-3262	50	6	.	.	PUNCT
ital-3262	51	1	figure	figure	VERB
ital-3262	51	2	2.2	2.2	NUM
ital-3262	51	3	shows	show	VERB
ital-3262	51	4	the	the	DET
ital-3262	51	5	artwork	artwork	NOUN
ital-3262	51	6	images	image	NOUN
ital-3262	51	7	that	that	PRON
ital-3262	51	8	match	match	VERB
ital-3262	51	9	the	the	DET
ital-3262	51	10	query	query	PROPN
ital-3262	51	11	schema	schema	PROPN
ital-3262	51	12	.	.	PUNCT
ital-3262	52	1	another	another	DET
ital-3262	52	2	example	example	NOUN
ital-3262	52	3	of	of	ADP
ital-3262	52	4	digital	digital	ADJ
ital-3262	52	5	libraries	library	NOUN
ital-3262	52	6	or	or	CCONJ
ital-3262	52	7	collections	collection	NOUN
ital-3262	52	8	that	that	PRON
ital-3262	52	9	have	have	AUX
ital-3262	52	10	incorporated	incorporate	VERB
ital-3262	52	11	cbir	cbir	NOUN
ital-3262	52	12	technology	technology	NOUN
ital-3262	52	13	is	be	AUX
ital-3262	52	14	the	the	DET
ital-3262	52	15	national	national	PROPN
ital-3262	52	16	science	science	PROPN
ital-3262	52	17	foundation	foundation	PROPN
ital-3262	52	18	’s	’s	PART
ital-3262	52	19	international	international	PROPN
ital-3262	52	20	digital	digital	PROPN
ital-3262	52	21	library	library	PROPN
ital-3262	52	22	project	project	NOUN
ital-3262	52	23	(	(	PUNCT
ital-3262	52	24	www.memorynet.org	www.memorynet.org	PROPN
ital-3262	52	25	)	)	PUNCT
ital-3262	52	26	,	,	PUNCT
ital-3262	52	27	a	a	DET
ital-3262	52	28	project	project	NOUN
ital-3262	52	29	that	that	PRON
ital-3262	52	30	is	be	AUX
ital-3262	52	31	composed	compose	VERB
ital-3262	52	32	of	of	ADP
ital-3262	52	33	several	several	ADJ
ital-3262	52	34	image	image	NOUN
ital-3262	52	35	collections	collection	NOUN
ital-3262	52	36	.	.	PUNCT
ital-3262	53	1	the	the	DET
ital-3262	53	2	information	information	NOUN
ital-3262	53	3	retrieval	retrieval	NOUN
ital-3262	53	4	system	system	NOUN
ital-3262	53	5	for	for	ADP
ital-3262	53	6	these	these	DET
ital-3262	53	7	collections	collection	NOUN
ital-3262	53	8	includes	include	VERB
ital-3262	53	9	both	both	CCONJ
ital-3262	53	10	a	a	DET
ital-3262	53	11	traditional	traditional	ADJ
ital-3262	53	12	text	text	NOUN
ital-3262	53	13	-	-	PUNCT
ital-3262	53	14	based	base	VERB
ital-3262	53	15	search	search	NOUN
ital-3262	53	16	engine	engine	NOUN
ital-3262	53	17	and	and	CCONJ
ital-3262	53	18	a	a	DET
ital-3262	53	19	cbir	cbir	NOUN
ital-3262	53	20	system	system	NOUN
ital-3262	53	21	called	call	VERB
ital-3262	53	22	simplicity	simplicity	NOUN
ital-3262	53	23	(	(	PUNCT
ital-3262	53	24	semantics	semantic	NOUN
ital-3262	53	25	-	-	PUNCT
ital-3262	53	26	sensitive	sensitive	ADJ
ital-3262	53	27	integrated	integrate	VERB
ital-3262	53	28	matching	matching	NOUN
ital-3262	53	29	for	for	ADP
ital-3262	53	30	picture	picture	NOUN
ital-3262	53	31	libraries	library	NOUN
ital-3262	53	32	)	)	PUNCT
ital-3262	53	33	developed	develop	VERB
ital-3262	53	34	by	by	ADP
ital-3262	53	35	wang	wang	PROPN
ital-3262	53	36	et	et	PROPN
ital-3262	53	37	al	al	PROPN
ital-3262	53	38	.	.	PUNCT
ital-3262	54	1	(	(	PUNCT
ital-3262	54	2	2001	2001	NUM
ital-3262	54	3	)	)	PUNCT
ital-3262	54	4	of	of	ADP
ital-3262	54	5	pennsylvania	pennsylvania	PROPN
ital-3262	54	6	state	state	PROPN
ital-3262	54	7	university	university	PROPN
ital-3262	54	8	.	.	PUNCT
ital-3262	55	1	from	from	ADP
ital-3262	55	2	the	the	DET
ital-3262	55	3	front	front	ADJ
ital-3262	55	4	page	page	NOUN
ital-3262	55	5	of	of	ADP
ital-3262	55	6	these	these	DET
ital-3262	55	7	image	image	NOUN
ital-3262	55	8	collections	collection	NOUN
ital-3262	55	9	,	,	PUNCT
ital-3262	55	10	a	a	DET
ital-3262	55	11	user	user	NOUN
ital-3262	55	12	can	can	AUX
ital-3262	55	13	choose	choose	VERB
ital-3262	55	14	to	to	PART
ital-3262	55	15	display	display	VERB
ital-3262	55	16	a	a	DET
ital-3262	55	17	random	random	ADJ
ital-3262	55	18	group	group	NOUN
ital-3262	55	19	of	of	ADP
ital-3262	55	20	images	image	NOUN
ital-3262	55	21	(	(	PUNCT
ital-3262	55	22	figure	figure	NOUN
ital-3262	55	23	3.1	3.1	NUM
ital-3262	55	24	)	)	PUNCT
ital-3262	55	25	.	.	PUNCT
ital-3262	56	1	below	below	ADP
ital-3262	56	2	each	each	DET
ital-3262	56	3	image	image	NOUN
ital-3262	56	4	is	be	AUX
ital-3262	56	5	a	a	DET
ital-3262	56	6	“	"	PUNCT
ital-3262	56	7	similar	similar	ADJ
ital-3262	56	8	”	"	PUNCT
ital-3262	56	9	button	button	NOUN
ital-3262	56	10	;	;	PUNCT
ital-3262	56	11	clicking	click	VERB
ital-3262	56	12	this	this	PRON
ital-3262	56	13	allows	allow	VERB
ital-3262	56	14	the	the	DET
ital-3262	56	15	user	user	NOUN
ital-3262	56	16	to	to	PART
ital-3262	56	17	view	view	VERB
ital-3262	56	18	a	a	DET
ital-3262	56	19	group	group	NOUN
ital-3262	56	20	of	of	ADP
ital-3262	56	21	images	image	NOUN
ital-3262	56	22	that	that	PRON
ital-3262	56	23	contain	contain	VERB
ital-3262	56	24	similar	similar	ADJ
ital-3262	56	25	objects	object	NOUN
ital-3262	56	26	to	to	ADP
ital-3262	56	27	the	the	DET
ital-3262	56	28	previously	previously	ADV
ital-3262	56	29	selected	select	VERB
ital-3262	56	30	one	one	NUM
ital-3262	56	31	(	(	PUNCT
ital-3262	56	32	figure	figure	NOUN
ital-3262	56	33	3.2	3.2	NUM
ital-3262	56	34	)	)	PUNCT
ital-3262	56	35	.	.	PUNCT
ital-3262	57	1	by	by	ADP
ital-3262	57	2	providing	provide	VERB
ital-3262	57	3	feedback	feedback	NOUN
ital-3262	57	4	to	to	ADP
ital-3262	57	5	the	the	DET
ital-3262	57	6	search	search	NOUN
ital-3262	57	7	engine	engine	NOUN
ital-3262	57	8	this	this	DET
ital-3262	57	9	way	way	NOUN
ital-3262	57	10	,	,	PUNCT
ital-3262	57	11	the	the	DET
ital-3262	57	12	user	user	NOUN
ital-3262	57	13	can	can	AUX
ital-3262	57	14	find	find	VERB
ital-3262	57	15	images	image	NOUN
ital-3262	57	16	of	of	ADP
ital-3262	57	17	desired	desire	VERB
ital-3262	57	18	objects	object	NOUN
ital-3262	57	19	without	without	ADP
ital-3262	57	20	knowing	know	VERB
ital-3262	57	21	their	their	PRON
ital-3262	57	22	names	name	NOUN
ital-3262	57	23	or	or	CCONJ
ital-3262	57	24	descriptions	description	NOUN
ital-3262	57	25	.	.	PUNCT
ital-3262	58	1	simply	simply	ADV
ital-3262	58	2	put	put	VERB
ital-3262	58	3	,	,	PUNCT
ital-3262	58	4	simplicity	simplicity	NOUN
ital-3262	58	5	segments	segment	NOUN
ital-3262	58	6	each	each	DET
ital-3262	58	7	image	image	NOUN
ital-3262	58	8	into	into	ADP
ital-3262	58	9	small	small	ADJ
ital-3262	58	10	regions	region	NOUN
ital-3262	58	11	,	,	PUNCT
ital-3262	58	12	extracts	extract	VERB
ital-3262	58	13	several	several	ADJ
ital-3262	58	14	features	feature	NOUN
ital-3262	58	15	(	(	PUNCT
ital-3262	58	16	such	such	ADJ
ital-3262	58	17	as	as	ADP
ital-3262	58	18	color	color	NOUN
ital-3262	58	19	,	,	PUNCT
ital-3262	58	20	figure	figure	NOUN
ital-3262	58	21	1	1	NUM
ital-3262	58	22	.	.	PUNCT
ital-3262	59	1	the	the	DET
ital-3262	59	2	general	general	ADJ
ital-3262	59	3	process	process	NOUN
ital-3262	59	4	of	of	ADP
ital-3262	59	5	content	content	NOUN
ital-3262	59	6	-	-	PUNCT
ital-3262	59	7	based	base	VERB
ital-3262	59	8	information	information	NOUN
ital-3262	59	9	retrieval	retrieval	NOUN
ital-3262	59	10	figure	figure	NOUN
ital-3262	59	11	2.1	2.1	NUM
ital-3262	59	12	.	.	PUNCT
ital-3262	60	1	a	a	DET
ital-3262	60	2	user	user	NOUN
ital-3262	60	3	query	query	NOUN
ital-3262	60	4	figure	figure	NOUN
ital-3262	60	5	2.2	2.2	NUM
ital-3262	60	6	.	.	PUNCT
ital-3262	61	1	the	the	DET
ital-3262	61	2	search	search	NOUN
ital-3262	61	3	results	result	NOUN
ital-3262	61	4	for	for	ADP
ital-3262	61	5	this	this	DET
ital-3262	61	6	query	query	NOUN
ital-3262	61	7	article	article	NOUN
ital-3262	61	8	title	title	NOUN
ital-3262	61	9	|	|	NOUN
ital-3262	61	10	author	author	NOUN
ital-3262	61	11	43content	43content	NOUN
ital-3262	61	12	-	-	PUNCT
ital-3262	61	13	based	base	VERB
ital-3262	61	14	information	information	NOUN
ital-3262	61	15	retrieval	retrieval	NOUN
ital-3262	61	16	and	and	CCONJ
ital-3262	61	17	digital	digital	ADJ
ital-3262	61	18	libraries	library	NOUN
ital-3262	61	19	|	|	NOUN
ital-3262	61	20	wan	wan	PROPN
ital-3262	61	21	and	and	CCONJ
ital-3262	61	22	liu	liu	PROPN
ital-3262	61	23	43	43	NUM
ital-3262	61	24	location	location	NOUN
ital-3262	61	25	,	,	PUNCT
ital-3262	61	26	and	and	CCONJ
ital-3262	61	27	shape	shape	NOUN
ital-3262	61	28	)	)	PUNCT
ital-3262	61	29	from	from	ADP
ital-3262	61	30	these	these	DET
ital-3262	61	31	small	small	ADJ
ital-3262	61	32	regions	region	NOUN
ital-3262	61	33	,	,	PUNCT
ital-3262	61	34	and	and	CCONJ
ital-3262	61	35	classifies	classify	VERB
ital-3262	61	36	these	these	DET
ital-3262	61	37	regions	region	NOUN
ital-3262	61	38	into	into	ADP
ital-3262	61	39	some	some	DET
ital-3262	61	40	semantic	semantic	ADJ
ital-3262	61	41	categories	category	NOUN
ital-3262	61	42	(	(	PUNCT
ital-3262	61	43	such	such	ADJ
ital-3262	61	44	as	as	ADP
ital-3262	61	45	textured	textured	ADJ
ital-3262	61	46	/	/	SYM
ital-3262	61	47	nontextured	nontextured	ADJ
ital-3262	61	48	and	and	CCONJ
ital-3262	61	49	graph	graph	NOUN
ital-3262	61	50	/	/	SYM
ital-3262	61	51	photograph	photograph	NOUN
ital-3262	61	52	)	)	PUNCT
ital-3262	61	53	.	.	PUNCT
ital-3262	62	1	when	when	SCONJ
ital-3262	62	2	computing	compute	VERB
ital-3262	62	3	the	the	DET
ital-3262	62	4	similarity	similarity	NOUN
ital-3262	62	5	between	between	ADP
ital-3262	62	6	the	the	DET
ital-3262	62	7	query	query	NOUN
ital-3262	62	8	image	image	NOUN
ital-3262	62	9	and	and	CCONJ
ital-3262	62	10	images	image	NOUN
ital-3262	62	11	in	in	ADP
ital-3262	62	12	the	the	DET
ital-3262	62	13	database	database	NOUN
ital-3262	62	14	,	,	PUNCT
ital-3262	62	15	all	all	DET
ital-3262	62	16	these	these	DET
ital-3262	62	17	features	feature	NOUN
ital-3262	62	18	will	will	AUX
ital-3262	62	19	be	be	AUX
ital-3262	62	20	considered	consider	VERB
ital-3262	62	21	and	and	CCONJ
ital-3262	62	22	integrated	integrate	VERB
ital-3262	62	23	,	,	PUNCT
ital-3262	62	24	and	and	CCONJ
ital-3262	62	25	best	good	ADJ
ital-3262	62	26	matching	matching	NOUN
ital-3262	62	27	results	result	NOUN
ital-3262	62	28	will	will	AUX
ital-3262	62	29	be	be	AUX
ital-3262	62	30	retrieved	retrieve	VERB
ital-3262	62	31	(	(	PUNCT
ital-3262	62	32	wang	wang	PROPN
ital-3262	62	33	et	et	PROPN
ital-3262	62	34	al	al	PROPN
ital-3262	62	35	.	.	PROPN
ital-3262	62	36	,	,	PUNCT
ital-3262	62	37	2001	2001	NUM
ital-3262	62	38	)	)	PUNCT
ital-3262	62	39	.	.	PUNCT
ital-3262	63	1	similar	similar	ADJ
ital-3262	63	2	applications	application	NOUN
ital-3262	63	3	of	of	ADP
ital-3262	63	4	cbir	cbir	NOUN
ital-3262	63	5	technology	technology	NOUN
ital-3262	63	6	in	in	ADP
ital-3262	63	7	digital	digital	ADJ
ital-3262	63	8	libraries	library	NOUN
ital-3262	63	9	include	include	VERB
ital-3262	63	10	the	the	DET
ital-3262	63	11	university	university	PROPN
ital-3262	63	12	of	of	ADP
ital-3262	63	13	california	california	PROPN
ital-3262	63	14	–	–	PUNCT
ital-3262	63	15	berkeley	berkeley	PROPN
ital-3262	63	16	’s	’s	PART
ital-3262	63	17	digital	digital	PROPN
ital-3262	63	18	library	library	PROPN
ital-3262	63	19	project	project	NOUN
ital-3262	63	20	(	(	PUNCT
ital-3262	63	21	http://bnhm.berkeley.edu	http://bnhm.berkeley.edu	X
ital-3262	63	22	)	)	PUNCT
ital-3262	63	23	,	,	PUNCT
ital-3262	63	24	the	the	DET
ital-3262	63	25	national	national	PROPN
ital-3262	63	26	stem	stem	PROPN
ital-3262	63	27	digital	digital	PROPN
ital-3262	63	28	library	library	NOUN
ital-3262	63	29	(	(	PUNCT
ital-3262	63	30	ongoing	ongoing	ADJ
ital-3262	63	31	)	)	PUNCT
ital-3262	63	32	,	,	PUNCT
ital-3262	63	33	and	and	CCONJ
ital-3262	63	34	virginia	virginia	PROPN
ital-3262	63	35	tech	tech	PROPN
ital-3262	63	36	’s	’s	PART
ital-3262	63	37	anthropology	anthropology	NOUN
ital-3262	63	38	digital	digital	PROPN
ital-3262	63	39	library	library	PROPN
ital-3262	63	40	,	,	PUNCT
ital-3262	63	41	etana	etana	PROPN
ital-3262	63	42	(	(	PUNCT
ital-3262	63	43	ongoing	ongoing	ADJ
ital-3262	63	44	)	)	PUNCT
ital-3262	63	45	.	.	PUNCT
ital-3262	64	1	while	while	SCONJ
ital-3262	64	2	these	these	DET
ital-3262	64	3	feature	feature	NOUN
ital-3262	64	4	-	-	PUNCT
ital-3262	64	5	based	base	VERB
ital-3262	64	6	approaches	approach	NOUN
ital-3262	64	7	have	have	AUX
ital-3262	64	8	been	be	AUX
ital-3262	64	9	explored	explore	VERB
ital-3262	64	10	over	over	ADP
ital-3262	64	11	the	the	DET
ital-3262	64	12	years	year	NOUN
ital-3262	64	13	,	,	PUNCT
ital-3262	64	14	an	an	DET
ital-3262	64	15	emerging	emerge	VERB
ital-3262	64	16	new	new	ADJ
ital-3262	64	17	research	research	NOUN
ital-3262	64	18	direction	direction	NOUN
ital-3262	64	19	in	in	ADP
ital-3262	64	20	cbir	cbir	NOUN
ital-3262	64	21	is	be	AUX
ital-3262	64	22	automatic	automatic	ADJ
ital-3262	64	23	concept	concept	NOUN
ital-3262	64	24	recognition	recognition	NOUN
ital-3262	64	25	and	and	CCONJ
ital-3262	64	26	annotation	annotation	NOUN
ital-3262	64	27	.	.	PUNCT
ital-3262	65	1	ideally	ideally	ADV
ital-3262	65	2	,	,	PUNCT
ital-3262	65	3	automatic	automatic	ADJ
ital-3262	65	4	concept	concept	NOUN
ital-3262	65	5	recognition	recognition	NOUN
ital-3262	65	6	and	and	CCONJ
ital-3262	65	7	annotation	annotation	NOUN
ital-3262	65	8	can	can	AUX
ital-3262	65	9	discover	discover	VERB
ital-3262	65	10	the	the	DET
ital-3262	65	11	concepts	concept	NOUN
ital-3262	65	12	that	that	PRON
ital-3262	65	13	an	an	DET
ital-3262	65	14	image	image	NOUN
ital-3262	65	15	conveys	convey	VERB
ital-3262	65	16	and	and	CCONJ
ital-3262	65	17	assign	assign	VERB
ital-3262	65	18	a	a	DET
ital-3262	65	19	set	set	NOUN
ital-3262	65	20	of	of	ADP
ital-3262	65	21	metadata	metadata	PROPN
ital-3262	65	22	to	to	ADP
ital-3262	65	23	it	it	PRON
ital-3262	65	24	,	,	PUNCT
ital-3262	65	25	thus	thus	ADV
ital-3262	65	26	allowing	allow	VERB
ital-3262	65	27	image	image	NOUN
ital-3262	65	28	search	search	NOUN
ital-3262	65	29	through	through	ADP
ital-3262	65	30	the	the	DET
ital-3262	65	31	use	use	NOUN
ital-3262	65	32	of	of	ADP
ital-3262	65	33	text	text	NOUN
ital-3262	65	34	.	.	PUNCT
ital-3262	66	1	a	a	DET
ital-3262	66	2	trusted	trust	VERB
ital-3262	66	3	automatic	automatic	ADJ
ital-3262	66	4	concept	concept	NOUN
ital-3262	66	5	recognition	recognition	NOUN
ital-3262	66	6	and	and	CCONJ
ital-3262	66	7	annotation	annotation	NOUN
ital-3262	66	8	system	system	NOUN
ital-3262	66	9	can	can	AUX
ital-3262	66	10	be	be	AUX
ital-3262	66	11	a	a	DET
ital-3262	66	12	good	good	ADJ
ital-3262	66	13	solution	solution	NOUN
ital-3262	66	14	for	for	ADP
ital-3262	66	15	large	large	ADJ
ital-3262	66	16	data	datum	NOUN
ital-3262	66	17	sets	set	NOUN
ital-3262	66	18	.	.	PUNCT
ital-3262	67	1	however	however	ADV
ital-3262	67	2	,	,	PUNCT
ital-3262	67	3	the	the	DET
ital-3262	67	4	semantic	semantic	ADJ
ital-3262	67	5	gap	gap	NOUN
ital-3262	67	6	between	between	ADP
ital-3262	67	7	computer	computer	NOUN
ital-3262	67	8	processors	processor	NOUN
ital-3262	67	9	and	and	CCONJ
ital-3262	67	10	human	human	ADJ
ital-3262	67	11	brains	brain	NOUN
ital-3262	67	12	remains	remain	VERB
ital-3262	67	13	the	the	DET
ital-3262	67	14	major	major	ADJ
ital-3262	67	15	challenge	challenge	NOUN
ital-3262	67	16	in	in	ADP
ital-3262	67	17	the	the	DET
ital-3262	67	18	development	development	NOUN
ital-3262	67	19	of	of	ADP
ital-3262	67	20	a	a	DET
ital-3262	67	21	robust	robust	ADJ
ital-3262	67	22	automatic	automatic	ADJ
ital-3262	67	23	concept	concept	NOUN
ital-3262	67	24	recognition	recognition	NOUN
ital-3262	67	25	and	and	CCONJ
ital-3262	67	26	annotation	annotation	NOUN
ital-3262	67	27	system	system	NOUN
ital-3262	67	28	(	(	PUNCT
ital-3262	67	29	datta	datta	VERB
ital-3262	67	30	et	et	NOUN
ital-3262	67	31	al	al	PROPN
ital-3262	67	32	.	.	PROPN
ital-3262	67	33	,	,	PUNCT
ital-3262	67	34	2005	2005	NUM
ital-3262	67	35	)	)	PUNCT
ital-3262	67	36	.	.	PUNCT
ital-3262	68	1	a	a	DET
ital-3262	68	2	recent	recent	ADJ
ital-3262	68	3	example	example	NOUN
ital-3262	68	4	of	of	ADP
ital-3262	68	5	efforts	effort	NOUN
ital-3262	68	6	in	in	ADP
ital-3262	68	7	this	this	DET
ital-3262	68	8	field	field	NOUN
ital-3262	68	9	is	be	AUX
ital-3262	68	10	li	li	PROPN
ital-3262	68	11	and	and	CCONJ
ital-3262	68	12	wang	wang	PROPN
ital-3262	68	13	’s	’s	PROPN
ital-3262	68	14	alipr	alipr	PROPN
ital-3262	68	15	(	(	PUNCT
ital-3262	68	16	automatic	automatic	ADJ
ital-3262	68	17	linguistic	linguistic	ADJ
ital-3262	68	18	indexing	indexing	NOUN
ital-3262	68	19	of	of	ADP
ital-3262	68	20	pictures	picture	NOUN
ital-3262	68	21	—	—	PUNCT
ital-3262	68	22	real	real	ADJ
ital-3262	68	23	time	time	NOUN
ital-3262	68	24	,	,	PUNCT
ital-3262	68	25	http://alipr.com	http://alipr.com	X
ital-3262	68	26	)	)	PUNCT
ital-3262	68	27	project	project	NOUN
ital-3262	68	28	(	(	PUNCT
ital-3262	68	29	2006	2006	NUM
ital-3262	68	30	)	)	PUNCT
ital-3262	68	31	.	.	PUNCT
ital-3262	69	1	through	through	ADP
ital-3262	69	2	a	a	DET
ital-3262	69	3	web	web	NOUN
ital-3262	69	4	interface	interface	NOUN
ital-3262	69	5	,	,	PUNCT
ital-3262	69	6	users	user	NOUN
ital-3262	69	7	are	be	AUX
ital-3262	69	8	able	able	ADJ
ital-3262	69	9	to	to	PART
ital-3262	69	10	search	search	VERB
ital-3262	69	11	images	image	NOUN
ital-3262	69	12	in	in	ADP
ital-3262	69	13	several	several	ADJ
ital-3262	69	14	different	different	ADJ
ital-3262	69	15	ways	way	NOUN
ital-3262	69	16	:	:	PUNCT
ital-3262	69	17	they	they	PRON
ital-3262	69	18	may	may	AUX
ital-3262	69	19	do	do	VERB
ital-3262	69	20	text	text	NOUN
ital-3262	69	21	searches	search	NOUN
ital-3262	69	22	and	and	CCONJ
ital-3262	69	23	provide	provide	VERB
ital-3262	69	24	feedback	feedback	NOUN
ital-3262	69	25	to	to	ADP
ital-3262	69	26	the	the	DET
ital-3262	69	27	system	system	NOUN
ital-3262	69	28	to	to	PART
ital-3262	69	29	find	find	VERB
ital-3262	69	30	similar	similar	ADJ
ital-3262	69	31	images	image	NOUN
ital-3262	69	32	.	.	PUNCT
ital-3262	70	1	users	user	NOUN
ital-3262	70	2	may	may	AUX
ital-3262	70	3	also	also	ADV
ital-3262	70	4	upload	upload	VERB
ital-3262	70	5	an	an	DET
ital-3262	70	6	image	image	NOUN
ital-3262	70	7	,	,	PUNCT
ital-3262	70	8	and	and	CCONJ
ital-3262	70	9	the	the	DET
ital-3262	70	10	system	system	NOUN
ital-3262	70	11	will	will	AUX
ital-3262	70	12	perform	perform	VERB
ital-3262	70	13	concept	concept	NOUN
ital-3262	70	14	analysis	analysis	NOUN
ital-3262	70	15	and	and	CCONJ
ital-3262	70	16	generate	generate	VERB
ital-3262	70	17	a	a	DET
ital-3262	70	18	set	set	NOUN
ital-3262	70	19	of	of	ADP
ital-3262	70	20	annotations	annotation	NOUN
ital-3262	70	21	or	or	CCONJ
ital-3262	70	22	tags	tag	NOUN
ital-3262	70	23	automatically	automatically	ADV
ital-3262	70	24	,	,	PUNCT
ital-3262	70	25	as	as	SCONJ
ital-3262	70	26	shown	show	VERB
ital-3262	70	27	in	in	ADP
ital-3262	70	28	figure	figure	NOUN
ital-3262	70	29	4	4	NUM
ital-3262	70	30	.	.	PUNCT
ital-3262	71	1	the	the	DET
ital-3262	71	2	system	system	NOUN
ital-3262	71	3	then	then	ADV
ital-3262	71	4	retrieves	retrieve	VERB
ital-3262	71	5	images	image	NOUN
ital-3262	71	6	from	from	ADP
ital-3262	71	7	the	the	DET
ital-3262	71	8	database	database	NOUN
ital-3262	71	9	that	that	PRON
ital-3262	71	10	are	be	AUX
ital-3262	71	11	visually	visually	ADV
ital-3262	71	12	similar	similar	ADJ
ital-3262	71	13	to	to	ADP
ital-3262	71	14	the	the	DET
ital-3262	71	15	uploaded	uploaded	ADJ
ital-3262	71	16	image	image	NOUN
ital-3262	71	17	.	.	PUNCT
ital-3262	72	1	in	in	ADP
ital-3262	72	2	the	the	DET
ital-3262	72	3	process	process	NOUN
ital-3262	72	4	of	of	ADP
ital-3262	72	5	automatic	automatic	ADJ
ital-3262	72	6	annotation	annotation	NOUN
ital-3262	72	7	,	,	PUNCT
ital-3262	72	8	if	if	SCONJ
ital-3262	72	9	the	the	DET
ital-3262	72	10	user	user	NOUN
ital-3262	72	11	does	do	AUX
ital-3262	72	12	n’t	not	PART
ital-3262	72	13	think	think	VERB
ital-3262	72	14	the	the	DET
ital-3262	72	15	tags	tag	NOUN
ital-3262	72	16	given	give	VERB
ital-3262	72	17	by	by	ADP
ital-3262	72	18	the	the	DET
ital-3262	72	19	system	system	NOUN
ital-3262	72	20	are	be	AUX
ital-3262	72	21	suitable	suitable	ADJ
ital-3262	72	22	,	,	PUNCT
ital-3262	72	23	he	he	PRON
ital-3262	72	24	or	or	CCONJ
ital-3262	72	25	she	she	PRON
ital-3262	72	26	can	can	AUX
ital-3262	72	27	input	input	VERB
ital-3262	72	28	other	other	ADJ
ital-3262	72	29	tags	tag	NOUN
ital-3262	72	30	to	to	PART
ital-3262	72	31	describe	describe	VERB
ital-3262	72	32	the	the	DET
ital-3262	72	33	image	image	NOUN
ital-3262	72	34	.	.	PUNCT
ital-3262	73	1	this	this	PRON
ital-3262	73	2	is	be	AUX
ital-3262	73	3	also	also	ADV
ital-3262	73	4	the	the	DET
ital-3262	73	5	“	"	PUNCT
ital-3262	73	6	training	training	NOUN
ital-3262	73	7	”	"	PUNCT
ital-3262	73	8	process	process	NOUN
ital-3262	73	9	for	for	ADP
ital-3262	73	10	the	the	DET
ital-3262	73	11	alipr	alipr	PROPN
ital-3262	73	12	system	system	NOUN
ital-3262	73	13	.	.	PUNCT
ital-3262	74	1	since	since	SCONJ
ital-3262	74	2	cbir	cbir	NOUN
ital-3262	74	3	is	be	AUX
ital-3262	74	4	the	the	DET
ital-3262	74	5	major	major	ADJ
ital-3262	74	6	research	research	NOUN
ital-3262	74	7	area	area	NOUN
ital-3262	74	8	and	and	CCONJ
ital-3262	74	9	has	have	VERB
ital-3262	74	10	the	the	DET
ital-3262	74	11	longest	long	ADJ
ital-3262	74	12	history	history	NOUN
ital-3262	74	13	in	in	ADP
ital-3262	74	14	content	content	NOUN
ital-3262	74	15	-	-	PUNCT
ital-3262	74	16	based	base	VERB
ital-3262	74	17	information	information	NOUN
ital-3262	74	18	retrieval	retrieval	NOUN
ital-3262	74	19	,	,	PUNCT
ital-3262	74	20	there	there	PRON
ital-3262	74	21	are	be	VERB
ital-3262	74	22	many	many	ADJ
ital-3262	74	23	models	model	NOUN
ital-3262	74	24	,	,	PUNCT
ital-3262	74	25	products	product	NOUN
ital-3262	74	26	,	,	PUNCT
ital-3262	74	27	and	and	CCONJ
ital-3262	74	28	ongoing	ongoing	ADJ
ital-3262	74	29	projects	project	NOUN
ital-3262	74	30	in	in	ADP
ital-3262	74	31	addition	addition	NOUN
ital-3262	74	32	to	to	ADP
ital-3262	74	33	the	the	DET
ital-3262	74	34	above	above	ADJ
ital-3262	74	35	examples	example	NOUN
ital-3262	74	36	.	.	PUNCT
ital-3262	75	1	as	as	SCONJ
ital-3262	75	2	image	image	NOUN
ital-3262	75	3	collections	collection	NOUN
ital-3262	75	4	become	become	VERB
ital-3262	75	5	a	a	DET
ital-3262	75	6	significant	significant	ADJ
ital-3262	75	7	part	part	NOUN
ital-3262	75	8	of	of	ADP
ital-3262	75	9	digital	digital	ADJ
ital-3262	75	10	libraries	library	NOUN
ital-3262	75	11	,	,	PUNCT
ital-3262	75	12	more	more	ADJ
ital-3262	75	13	attention	attention	NOUN
ital-3262	75	14	has	have	AUX
ital-3262	75	15	been	be	AUX
ital-3262	75	16	paid	pay	VERB
ital-3262	75	17	to	to	ADP
ital-3262	75	18	possibilities	possibility	NOUN
ital-3262	75	19	of	of	ADP
ital-3262	75	20	providing	provide	VERB
ital-3262	75	21	content	content	NOUN
ital-3262	75	22	-	-	PUNCT
ital-3262	75	23	based	base	VERB
ital-3262	75	24	image	image	NOUN
ital-3262	75	25	search	search	NOUN
ital-3262	75	26	as	as	ADP
ital-3262	75	27	a	a	DET
ital-3262	75	28	complement	complement	NOUN
ital-3262	75	29	to	to	ADP
ital-3262	75	30	existing	exist	VERB
ital-3262	75	31	metadata	metadata	NOUN
ital-3262	75	32	search	search	NOUN
ital-3262	75	33	.	.	PUNCT
ital-3262	76	1	■	■	PUNCT
ital-3262	76	2	content	content	NOUN
ital-3262	76	3	-	-	PUNCT
ital-3262	76	4	based	base	VERB
ital-3262	76	5	audio	audio	ADJ
ital-3262	76	6	retrieval	retrieval	NOUN
ital-3262	76	7	compared	compare	VERB
ital-3262	76	8	with	with	ADP
ital-3262	76	9	cbir	cbir	NOUN
ital-3262	76	10	,	,	PUNCT
ital-3262	76	11	content	content	NOUN
ital-3262	76	12	-	-	PUNCT
ital-3262	76	13	based	base	VERB
ital-3262	76	14	audio	audio	ADJ
ital-3262	76	15	retrieval	retrieval	NOUN
ital-3262	76	16	(	(	PUNCT
ital-3262	76	17	cbar	cbar	NOUN
ital-3262	76	18	)	)	PUNCT
ital-3262	76	19	is	be	AUX
ital-3262	76	20	relatively	relatively	ADV
ital-3262	76	21	new	new	ADJ
ital-3262	76	22	,	,	PUNCT
ital-3262	76	23	and	and	CCONJ
ital-3262	76	24	fewer	few	ADJ
ital-3262	76	25	research	research	NOUN
ital-3262	76	26	projects	project	NOUN
ital-3262	76	27	on	on	ADP
ital-3262	76	28	it	it	PRON
ital-3262	76	29	can	can	AUX
ital-3262	76	30	be	be	AUX
ital-3262	76	31	found	find	VERB
ital-3262	76	32	.	.	PUNCT
ital-3262	77	1	in	in	ADP
ital-3262	77	2	general	general	ADJ
ital-3262	77	3	,	,	PUNCT
ital-3262	77	4	existing	exist	VERB
ital-3262	77	5	cbar	cbar	NOUN
ital-3262	77	6	approaches	approach	NOUN
ital-3262	77	7	start	start	VERB
ital-3262	77	8	from	from	ADP
ital-3262	77	9	the	the	DET
ital-3262	77	10	content	content	NOUN
ital-3262	77	11	analysis	analysis	NOUN
ital-3262	77	12	of	of	ADP
ital-3262	77	13	audio	audio	ADJ
ital-3262	77	14	clips	clip	NOUN
ital-3262	77	15	.	.	PUNCT
ital-3262	78	1	an	an	DET
ital-3262	78	2	example	example	NOUN
ital-3262	78	3	of	of	ADP
ital-3262	78	4	this	this	DET
ital-3262	78	5	content	content	NOUN
ital-3262	78	6	analysis	analysis	NOUN
ital-3262	78	7	is	be	AUX
ital-3262	78	8	extracting	extract	VERB
ital-3262	78	9	basic	basic	ADJ
ital-3262	78	10	audio	audio	ADJ
ital-3262	78	11	elements	element	NOUN
ital-3262	78	12	,	,	PUNCT
ital-3262	78	13	such	such	ADJ
ital-3262	78	14	as	as	ADP
ital-3262	78	15	duration	duration	NOUN
ital-3262	78	16	,	,	PUNCT
ital-3262	78	17	pitch	pitch	NOUN
ital-3262	78	18	,	,	PUNCT
ital-3262	78	19	amplitude	amplitude	NOUN
ital-3262	78	20	,	,	PUNCT
ital-3262	78	21	brightness	brightness	NOUN
ital-3262	78	22	,	,	PUNCT
ital-3262	78	23	and	and	CCONJ
ital-3262	78	24	bandfigure	bandfigure	NOUN
ital-3262	78	25	3.1	3.1	NUM
ital-3262	78	26	.	.	PUNCT
ital-3262	79	1	a	a	DET
ital-3262	79	2	group	group	NOUN
ital-3262	79	3	of	of	ADP
ital-3262	79	4	random	random	ADJ
ital-3262	79	5	images	image	NOUN
ital-3262	79	6	in	in	ADP
ital-3262	79	7	the	the	DET
ital-3262	79	8	collection	collection	NOUN
ital-3262	79	9	figure	figure	NOUN
ital-3262	79	10	3.2	3.2	NUM
ital-3262	79	11	.	.	PUNCT
ital-3262	80	1	cbir	cbir	NOUN
ital-3262	80	2	results	result	NOUN
ital-3262	80	3	figure	figure	VERB
ital-3262	80	4	4	4	NUM
ital-3262	80	5	.	.	PUNCT
ital-3262	81	1	alipr	alipr	PROPN
ital-3262	81	2	’s	’s	PART
ital-3262	81	3	automatic	automatic	ADJ
ital-3262	81	4	annotation	annotation	NOUN
ital-3262	81	5	feature	feature	NOUN
ital-3262	81	6	44	44	NUM
ital-3262	81	7	information	information	NOUN
ital-3262	81	8	technology	technology	NOUN
ital-3262	81	9	and	and	CCONJ
ital-3262	81	10	libraries	library	NOUN
ital-3262	81	11	|	|	NOUN
ital-3262	81	12	march	march	PROPN
ital-3262	81	13	200844	200844	NUM
ital-3262	81	14	information	information	NOUN
ital-3262	81	15	technology	technology	NOUN
ital-3262	81	16	and	and	CCONJ
ital-3262	81	17	libraries	library	NOUN
ital-3262	81	18	|	|	NOUN
ital-3262	81	19	march	march	PROPN
ital-3262	81	20	2008	2008	NUM
ital-3262	81	21	width	width	NOUN
ital-3262	81	22	(	(	PUNCT
ital-3262	81	23	wold	wold	PROPN
ital-3262	81	24	et	et	NOUN
ital-3262	81	25	al	al	PROPN
ital-3262	81	26	.	.	PROPN
ital-3262	81	27	,	,	PUNCT
ital-3262	81	28	1996	1996	NUM
ital-3262	81	29	)	)	PUNCT
ital-3262	81	30	.	.	PUNCT
ital-3262	82	1	because	because	SCONJ
ital-3262	82	2	of	of	ADP
ital-3262	82	3	the	the	DET
ital-3262	82	4	great	great	ADJ
ital-3262	82	5	difficulties	difficulty	NOUN
ital-3262	82	6	in	in	ADP
ital-3262	82	7	recognizing	recognize	VERB
ital-3262	82	8	audio	audio	ADJ
ital-3262	82	9	content	content	NOUN
ital-3262	82	10	,	,	PUNCT
ital-3262	82	11	research	research	NOUN
ital-3262	82	12	in	in	ADP
ital-3262	82	13	this	this	DET
ital-3262	82	14	area	area	NOUN
ital-3262	82	15	is	be	AUX
ital-3262	82	16	less	less	ADV
ital-3262	82	17	mature	mature	ADJ
ital-3262	82	18	than	than	ADP
ital-3262	82	19	that	that	PRON
ital-3262	82	20	in	in	ADP
ital-3262	82	21	content	content	NOUN
ital-3262	82	22	-	-	PUNCT
ital-3262	82	23	based	base	VERB
ital-3262	82	24	image	image	NOUN
ital-3262	82	25	and	and	CCONJ
ital-3262	82	26	video	video	NOUN
ital-3262	82	27	retrieval	retrieval	NOUN
ital-3262	82	28	.	.	PUNCT
ital-3262	83	1	although	although	SCONJ
ital-3262	83	2	no	no	DET
ital-3262	83	3	cbar	cbar	NOUN
ital-3262	83	4	system	system	NOUN
ital-3262	83	5	has	have	AUX
ital-3262	83	6	been	be	AUX
ital-3262	83	7	found	find	VERB
ital-3262	83	8	to	to	PART
ital-3262	83	9	be	be	AUX
ital-3262	83	10	implemented	implement	VERB
ital-3262	83	11	by	by	ADP
ital-3262	83	12	any	any	DET
ital-3262	83	13	digital	digital	ADJ
ital-3262	83	14	library	library	NOUN
ital-3262	83	15	so	so	ADV
ital-3262	83	16	far	far	ADV
ital-3262	83	17	,	,	PUNCT
ital-3262	83	18	quite	quite	DET
ital-3262	83	19	a	a	DET
ital-3262	83	20	few	few	ADJ
ital-3262	83	21	projects	project	NOUN
ital-3262	83	22	provide	provide	VERB
ital-3262	83	23	good	good	ADJ
ital-3262	83	24	prototypes	prototype	NOUN
ital-3262	83	25	or	or	CCONJ
ital-3262	83	26	directions	direction	NOUN
ital-3262	83	27	.	.	PUNCT
ital-3262	84	1	one	one	NUM
ital-3262	84	2	good	good	ADJ
ital-3262	84	3	example	example	NOUN
ital-3262	84	4	is	be	AUX
ital-3262	84	5	zhang	zhang	PROPN
ital-3262	84	6	and	and	CCONJ
ital-3262	84	7	kuo	kuo	PROPN
ital-3262	84	8	’s	’s	PROPN
ital-3262	84	9	(	(	PUNCT
ital-3262	84	10	2001	2001	NUM
ital-3262	84	11	)	)	PUNCT
ital-3262	84	12	research	research	NOUN
ital-3262	84	13	project	project	NOUN
ital-3262	84	14	on	on	ADP
ital-3262	84	15	audio	audio	ADJ
ital-3262	84	16	classification	classification	NOUN
ital-3262	84	17	and	and	CCONJ
ital-3262	84	18	retrieval	retrieval	NOUN
ital-3262	84	19	.	.	PUNCT
ital-3262	85	1	the	the	DET
ital-3262	85	2	prototype	prototype	NOUN
ital-3262	85	3	system	system	NOUN
ital-3262	85	4	is	be	AUX
ital-3262	85	5	composed	compose	VERB
ital-3262	85	6	of	of	ADP
ital-3262	85	7	three	three	NUM
ital-3262	85	8	stages	stage	NOUN
ital-3262	85	9	:	:	PUNCT
ital-3262	85	10	coarse	coarse	ADJ
ital-3262	85	11	-	-	PUNCT
ital-3262	85	12	level	level	NOUN
ital-3262	85	13	audio	audio	NOUN
ital-3262	85	14	segmentation	segmentation	NOUN
ital-3262	85	15	,	,	PUNCT
ital-3262	85	16	fine	fine	ADJ
ital-3262	85	17	-	-	PUNCT
ital-3262	85	18	level	level	NOUN
ital-3262	85	19	classification	classification	NOUN
ital-3262	85	20	,	,	PUNCT
ital-3262	85	21	and	and	CCONJ
ital-3262	85	22	audio	audio	ADJ
ital-3262	85	23	retrieval	retrieval	NOUN
ital-3262	85	24	.	.	PUNCT
ital-3262	86	1	in	in	ADP
ital-3262	86	2	the	the	DET
ital-3262	86	3	first	first	ADJ
ital-3262	86	4	stage	stage	NOUN
ital-3262	86	5	,	,	PUNCT
ital-3262	86	6	audio	audio	ADJ
ital-3262	86	7	signals	signal	NOUN
ital-3262	86	8	are	be	AUX
ital-3262	86	9	semantically	semantically	ADV
ital-3262	86	10	segmented	segment	VERB
ital-3262	86	11	and	and	CCONJ
ital-3262	86	12	classified	classify	VERB
ital-3262	86	13	into	into	ADP
ital-3262	86	14	several	several	ADJ
ital-3262	86	15	basic	basic	ADJ
ital-3262	86	16	types	type	NOUN
ital-3262	86	17	including	include	VERB
ital-3262	86	18	speech	speech	NOUN
ital-3262	86	19	,	,	PUNCT
ital-3262	86	20	music	music	NOUN
ital-3262	86	21	,	,	PUNCT
ital-3262	86	22	song	song	NOUN
ital-3262	86	23	,	,	PUNCT
ital-3262	86	24	speech	speech	NOUN
ital-3262	86	25	with	with	ADP
ital-3262	86	26	music	music	NOUN
ital-3262	86	27	background	background	NOUN
ital-3262	86	28	,	,	PUNCT
ital-3262	86	29	environment	environment	NOUN
ital-3262	86	30	sounds	sound	VERB
ital-3262	86	31	,	,	PUNCT
ital-3262	86	32	and	and	CCONJ
ital-3262	86	33	silence	silence	NOUN
ital-3262	86	34	.	.	PUNCT
ital-3262	87	1	some	some	DET
ital-3262	87	2	physical	physical	ADJ
ital-3262	87	3	audio	audio	NOUN
ital-3262	87	4	features	feature	NOUN
ital-3262	87	5	—	—	PUNCT
ital-3262	87	6	such	such	ADJ
ital-3262	87	7	as	as	ADP
ital-3262	87	8	the	the	DET
ital-3262	87	9	energy	energy	NOUN
ital-3262	87	10	function	function	NOUN
ital-3262	87	11	,	,	PUNCT
ital-3262	87	12	the	the	DET
ital-3262	87	13	fundamental	fundamental	ADJ
ital-3262	87	14	frequency	frequency	NOUN
ital-3262	87	15	,	,	PUNCT
ital-3262	87	16	and	and	CCONJ
ital-3262	87	17	the	the	DET
ital-3262	87	18	spectral	spectral	ADJ
ital-3262	87	19	peak	peak	NOUN
ital-3262	87	20	tracks	track	NOUN
ital-3262	87	21	—	—	PUNCT
ital-3262	87	22	are	be	AUX
ital-3262	87	23	examined	examine	VERB
ital-3262	87	24	in	in	ADP
ital-3262	87	25	this	this	DET
ital-3262	87	26	stage	stage	NOUN
ital-3262	87	27	.	.	PUNCT
ital-3262	88	1	in	in	ADP
ital-3262	88	2	the	the	DET
ital-3262	88	3	second	second	ADJ
ital-3262	88	4	stage	stage	NOUN
ital-3262	88	5	,	,	PUNCT
ital-3262	88	6	further	further	ADJ
ital-3262	88	7	classification	classification	NOUN
ital-3262	88	8	is	be	AUX
ital-3262	88	9	conducted	conduct	VERB
ital-3262	88	10	for	for	ADP
ital-3262	88	11	every	every	DET
ital-3262	88	12	basic	basic	ADJ
ital-3262	88	13	type	type	NOUN
ital-3262	88	14	.	.	PUNCT
ital-3262	89	1	features	feature	NOUN
ital-3262	89	2	are	be	AUX
ital-3262	89	3	extracted	extract	VERB
ital-3262	89	4	from	from	ADP
ital-3262	89	5	the	the	DET
ital-3262	89	6	time	time	NOUN
ital-3262	89	7	-	-	PUNCT
ital-3262	89	8	frequency	frequency	NOUN
ital-3262	89	9	representation	representation	NOUN
ital-3262	89	10	of	of	ADP
ital-3262	89	11	audio	audio	ADJ
ital-3262	89	12	signals	signal	NOUN
ital-3262	89	13	to	to	PART
ital-3262	89	14	reveal	reveal	VERB
ital-3262	89	15	subtle	subtle	ADJ
ital-3262	89	16	differences	difference	NOUN
ital-3262	89	17	of	of	ADP
ital-3262	89	18	timbre	timbre	NOUN
ital-3262	89	19	and	and	CCONJ
ital-3262	89	20	pattern	pattern	NOUN
ital-3262	89	21	among	among	ADP
ital-3262	89	22	different	different	ADJ
ital-3262	89	23	classes	class	NOUN
ital-3262	89	24	of	of	ADP
ital-3262	89	25	sounds	sound	NOUN
ital-3262	89	26	.	.	PUNCT
ital-3262	90	1	based	base	VERB
ital-3262	90	2	on	on	ADP
ital-3262	90	3	these	these	DET
ital-3262	90	4	differences	difference	NOUN
ital-3262	90	5	,	,	PUNCT
ital-3262	90	6	the	the	DET
ital-3262	90	7	coarse	coarse	ADJ
ital-3262	90	8	-	-	PUNCT
ital-3262	90	9	level	level	NOUN
ital-3262	90	10	segmentation	segmentation	NOUN
ital-3262	90	11	obtained	obtain	VERB
ital-3262	90	12	in	in	ADP
ital-3262	90	13	stage	stage	NOUN
ital-3262	90	14	one	one	PRON
ital-3262	90	15	can	can	AUX
ital-3262	90	16	be	be	AUX
ital-3262	90	17	classified	classify	VERB
ital-3262	90	18	to	to	ADP
ital-3262	90	19	narrower	narrow	ADJ
ital-3262	90	20	categories	category	NOUN
ital-3262	90	21	.	.	PUNCT
ital-3262	91	1	for	for	ADP
ital-3262	91	2	example	example	NOUN
ital-3262	91	3	,	,	PUNCT
ital-3262	91	4	speech	speech	NOUN
ital-3262	91	5	can	can	AUX
ital-3262	91	6	be	be	AUX
ital-3262	91	7	differentiated	differentiate	VERB
ital-3262	91	8	into	into	ADP
ital-3262	91	9	the	the	DET
ital-3262	91	10	voices	voice	NOUN
ital-3262	91	11	of	of	ADP
ital-3262	91	12	men	man	NOUN
ital-3262	91	13	,	,	PUNCT
ital-3262	91	14	women	woman	NOUN
ital-3262	91	15	,	,	PUNCT
ital-3262	91	16	and	and	CCONJ
ital-3262	91	17	children	child	NOUN
ital-3262	91	18	.	.	PUNCT
ital-3262	92	1	finally	finally	ADV
ital-3262	92	2	,	,	PUNCT
ital-3262	92	3	in	in	ADP
ital-3262	92	4	the	the	DET
ital-3262	92	5	information	information	NOUN
ital-3262	92	6	retrieval	retrieval	NOUN
ital-3262	92	7	stage	stage	NOUN
ital-3262	92	8	,	,	PUNCT
ital-3262	92	9	two	two	NUM
ital-3262	92	10	approaches	approach	NOUN
ital-3262	92	11	—	—	PUNCT
ital-3262	92	12	query	query	NOUN
ital-3262	92	13	-	-	PUNCT
ital-3262	92	14	by	by	ADP
ital-3262	92	15	-	-	PUNCT
ital-3262	92	16	keyword	keyword	NOUN
ital-3262	92	17	and	and	CCONJ
ital-3262	92	18	query	query	NOUN
ital-3262	92	19	-	-	PUNCT
ital-3262	92	20	by	by	ADP
ital-3262	92	21	-	-	PUNCT
ital-3262	92	22	example	example	NOUN
ital-3262	92	23	—	—	PUNCT
ital-3262	92	24	are	be	AUX
ital-3262	92	25	employed	employ	VERB
ital-3262	92	26	.	.	PUNCT
ital-3262	93	1	the	the	DET
ital-3262	93	2	query	query	NOUN
ital-3262	93	3	-	-	PUNCT
ital-3262	93	4	by	by	ADP
ital-3262	93	5	-	-	PUNCT
ital-3262	93	6	keyword	keyword	NOUN
ital-3262	93	7	approach	approach	NOUN
ital-3262	93	8	is	be	AUX
ital-3262	93	9	more	more	ADV
ital-3262	93	10	like	like	ADP
ital-3262	93	11	the	the	DET
ital-3262	93	12	traditional	traditional	ADJ
ital-3262	93	13	text	text	NOUN
ital-3262	93	14	-	-	PUNCT
ital-3262	93	15	based	base	VERB
ital-3262	93	16	search	search	NOUN
ital-3262	93	17	system	system	NOUN
ital-3262	93	18	.	.	PUNCT
ital-3262	94	1	the	the	DET
ital-3262	94	2	query	query	NOUN
ital-3262	94	3	-	-	PUNCT
ital-3262	94	4	by	by	ADP
ital-3262	94	5	-	-	PUNCT
ital-3262	94	6	example	example	NOUN
ital-3262	94	7	approach	approach	NOUN
ital-3262	94	8	is	be	AUX
ital-3262	94	9	similar	similar	ADJ
ital-3262	94	10	to	to	ADP
ital-3262	94	11	content	content	NOUN
ital-3262	94	12	-	-	PUNCT
ital-3262	94	13	based	base	VERB
ital-3262	94	14	image	image	NOUN
ital-3262	94	15	retrieval	retrieval	NOUN
ital-3262	94	16	systems	system	NOUN
ital-3262	94	17	where	where	SCONJ
ital-3262	94	18	an	an	DET
ital-3262	94	19	image	image	NOUN
ital-3262	94	20	can	can	AUX
ital-3262	94	21	be	be	AUX
ital-3262	94	22	searched	search	VERB
ital-3262	94	23	by	by	ADP
ital-3262	94	24	color	color	NOUN
ital-3262	94	25	,	,	PUNCT
ital-3262	94	26	texture	texture	NOUN
ital-3262	94	27	,	,	PUNCT
ital-3262	94	28	and	and	CCONJ
ital-3262	94	29	histogram	histogram	NOUN
ital-3262	94	30	,	,	PUNCT
ital-3262	94	31	and	and	CCONJ
ital-3262	94	32	audio	audio	ADJ
ital-3262	94	33	clips	clip	NOUN
ital-3262	94	34	can	can	AUX
ital-3262	94	35	be	be	AUX
ital-3262	94	36	retrieved	retrieve	VERB
ital-3262	94	37	with	with	ADP
ital-3262	94	38	distinct	distinct	ADJ
ital-3262	94	39	features	feature	NOUN
ital-3262	94	40	,	,	PUNCT
ital-3262	94	41	such	such	ADJ
ital-3262	94	42	as	as	ADP
ital-3262	94	43	timbre	timbre	PROPN
ital-3262	94	44	,	,	PUNCT
ital-3262	94	45	pitch	pitch	NOUN
ital-3262	94	46	,	,	PUNCT
ital-3262	94	47	and	and	CCONJ
ital-3262	94	48	rhythm	rhythm	NOUN
ital-3262	94	49	.	.	PUNCT
ital-3262	95	1	this	this	DET
ital-3262	95	2	way	way	NOUN
ital-3262	95	3	,	,	PUNCT
ital-3262	95	4	a	a	DET
ital-3262	95	5	user	user	NOUN
ital-3262	95	6	may	may	AUX
ital-3262	95	7	choose	choose	VERB
ital-3262	95	8	from	from	ADP
ital-3262	95	9	a	a	DET
ital-3262	95	10	given	give	VERB
ital-3262	95	11	list	list	NOUN
ital-3262	95	12	of	of	ADP
ital-3262	95	13	features	feature	NOUN
ital-3262	95	14	,	,	PUNCT
ital-3262	95	15	listen	listen	VERB
ital-3262	95	16	to	to	ADP
ital-3262	95	17	the	the	DET
ital-3262	95	18	retrieved	retrieve	VERB
ital-3262	95	19	samples	sample	NOUN
ital-3262	95	20	,	,	PUNCT
ital-3262	95	21	and	and	CCONJ
ital-3262	95	22	modify	modify	VERB
ital-3262	95	23	the	the	DET
ital-3262	95	24	input	input	NOUN
ital-3262	95	25	feature	feature	NOUN
ital-3262	95	26	set	set	VERB
ital-3262	95	27	to	to	PART
ital-3262	95	28	get	get	VERB
ital-3262	95	29	more	more	ADV
ital-3262	95	30	desired	desire	VERB
ital-3262	95	31	results	result	NOUN
ital-3262	95	32	.	.	PUNCT
ital-3262	96	1	zhang	zhang	PROPN
ital-3262	96	2	and	and	CCONJ
ital-3262	96	3	kuo	kuo	PROPN
ital-3262	96	4	’s	’s	PART
ital-3262	96	5	prototype	prototype	NOUN
ital-3262	96	6	is	be	AUX
ital-3262	96	7	a	a	DET
ital-3262	96	8	very	very	ADV
ital-3262	96	9	typical	typical	ADJ
ital-3262	96	10	and	and	CCONJ
ital-3262	96	11	classic	classic	ADJ
ital-3262	96	12	cbar	cbar	NOUN
ital-3262	96	13	system	system	NOUN
ital-3262	96	14	.	.	PUNCT
ital-3262	97	1	it	it	PRON
ital-3262	97	2	is	be	AUX
ital-3262	97	3	relatively	relatively	ADV
ital-3262	97	4	mature	mature	ADJ
ital-3262	97	5	and	and	CCONJ
ital-3262	97	6	can	can	AUX
ital-3262	97	7	be	be	AUX
ital-3262	97	8	used	use	VERB
ital-3262	97	9	by	by	ADP
ital-3262	97	10	large	large	ADJ
ital-3262	97	11	digital	digital	ADJ
ital-3262	97	12	audio	audio	ADJ
ital-3262	97	13	libraries	library	NOUN
ital-3262	97	14	.	.	PUNCT
ital-3262	98	1	more	more	ADV
ital-3262	98	2	recently	recently	ADV
ital-3262	98	3	,	,	PUNCT
ital-3262	98	4	li	li	PROPN
ital-3262	98	5	et	et	PROPN
ital-3262	98	6	al	al	PROPN
ital-3262	98	7	.	.	PUNCT
ital-3262	99	1	(	(	PUNCT
ital-3262	99	2	2003	2003	NUM
ital-3262	99	3	)	)	PUNCT
ital-3262	99	4	proposed	propose	VERB
ital-3262	99	5	a	a	DET
ital-3262	99	6	new	new	ADJ
ital-3262	99	7	feature	feature	NOUN
ital-3262	99	8	extraction	extraction	NOUN
ital-3262	99	9	method	method	NOUN
ital-3262	99	10	particularly	particularly	ADV
ital-3262	99	11	for	for	ADP
ital-3262	99	12	music	music	NOUN
ital-3262	99	13	genre	genre	NOUN
ital-3262	99	14	classification	classification	NOUN
ital-3262	99	15	named	name	VERB
ital-3262	99	16	daubechies	daubechie	NOUN
ital-3262	99	17	wavelet	wavelet	NOUN
ital-3262	99	18	coefficient	coefficient	NOUN
ital-3262	99	19	histograms	histogram	NOUN
ital-3262	99	20	(	(	PUNCT
ital-3262	99	21	dwchs	dwchs	PROPN
ital-3262	99	22	)	)	PUNCT
ital-3262	99	23	.	.	PUNCT
ital-3262	100	1	dwchs	dwch	NOUN
ital-3262	100	2	capture	capture	VERB
ital-3262	100	3	the	the	DET
ital-3262	100	4	local	local	ADJ
ital-3262	100	5	and	and	CCONJ
ital-3262	100	6	global	global	ADJ
ital-3262	100	7	information	information	NOUN
ital-3262	100	8	of	of	ADP
ital-3262	100	9	music	music	NOUN
ital-3262	100	10	signals	signal	NOUN
ital-3262	100	11	simultaneously	simultaneously	ADV
ital-3262	100	12	by	by	ADP
ital-3262	100	13	computing	compute	VERB
ital-3262	100	14	their	their	PRON
ital-3262	100	15	histograms	histogram	NOUN
ital-3262	100	16	.	.	PUNCT
ital-3262	101	1	similar	similar	ADJ
ital-3262	101	2	to	to	ADP
ital-3262	101	3	other	other	ADJ
ital-3262	101	4	cbar	cbar	NOUN
ital-3262	101	5	strategies	strategy	NOUN
ital-3262	101	6	,	,	PUNCT
ital-3262	101	7	this	this	DET
ital-3262	101	8	method	method	NOUN
ital-3262	101	9	divides	divide	VERB
ital-3262	101	10	the	the	DET
ital-3262	101	11	process	process	NOUN
ital-3262	101	12	of	of	ADP
ital-3262	101	13	music	music	NOUN
ital-3262	101	14	genre	genre	NOUN
ital-3262	101	15	classification	classification	NOUN
ital-3262	101	16	into	into	ADP
ital-3262	101	17	two	two	NUM
ital-3262	101	18	steps	step	NOUN
ital-3262	101	19	:	:	PUNCT
ital-3262	101	20	feature	feature	VERB
ital-3262	101	21	extraction	extraction	NOUN
ital-3262	101	22	and	and	CCONJ
ital-3262	101	23	multi	multi	ADJ
ital-3262	101	24	-	-	ADJ
ital-3262	101	25	class	class	ADJ
ital-3262	101	26	classification	classification	NOUN
ital-3262	101	27	.	.	PUNCT
ital-3262	102	1	the	the	DET
ital-3262	102	2	music	music	NOUN
ital-3262	102	3	signal	signal	NOUN
ital-3262	102	4	information	information	NOUN
ital-3262	102	5	representing	represent	VERB
ital-3262	102	6	the	the	DET
ital-3262	102	7	music	music	NOUN
ital-3262	102	8	is	be	AUX
ital-3262	102	9	extracted	extract	VERB
ital-3262	102	10	first	first	ADV
ital-3262	102	11	,	,	PUNCT
ital-3262	102	12	and	and	CCONJ
ital-3262	102	13	then	then	ADV
ital-3262	102	14	an	an	DET
ital-3262	102	15	algorithm	algorithm	NOUN
ital-3262	102	16	is	be	AUX
ital-3262	102	17	used	use	VERB
ital-3262	102	18	to	to	PART
ital-3262	102	19	identify	identify	VERB
ital-3262	102	20	the	the	DET
ital-3262	102	21	labels	label	NOUN
ital-3262	102	22	from	from	ADP
ital-3262	102	23	the	the	DET
ital-3262	102	24	representation	representation	NOUN
ital-3262	102	25	of	of	ADP
ital-3262	102	26	the	the	DET
ital-3262	102	27	music	music	NOUN
ital-3262	102	28	sounds	sound	VERB
ital-3262	102	29	with	with	ADP
ital-3262	102	30	respect	respect	NOUN
ital-3262	102	31	to	to	ADP
ital-3262	102	32	their	their	PRON
ital-3262	102	33	features	feature	NOUN
ital-3262	102	34	.	.	PUNCT
ital-3262	103	1	since	since	SCONJ
ital-3262	103	2	the	the	DET
ital-3262	103	3	decomposition	decomposition	NOUN
ital-3262	103	4	of	of	ADP
ital-3262	103	5	audio	audio	ADJ
ital-3262	103	6	signal	signal	NOUN
ital-3262	103	7	can	can	AUX
ital-3262	103	8	produce	produce	VERB
ital-3262	103	9	a	a	DET
ital-3262	103	10	set	set	NOUN
ital-3262	103	11	of	of	ADP
ital-3262	103	12	subband	subband	NOUN
ital-3262	103	13	signals	signal	NOUN
ital-3262	103	14	at	at	ADP
ital-3262	103	15	different	different	ADJ
ital-3262	103	16	frequencies	frequency	NOUN
ital-3262	103	17	corresponding	correspond	VERB
ital-3262	103	18	to	to	ADP
ital-3262	103	19	different	different	ADJ
ital-3262	103	20	characteristics	characteristic	NOUN
ital-3262	103	21	,	,	PUNCT
ital-3262	103	22	li	li	PROPN
ital-3262	103	23	et	et	PROPN
ital-3262	103	24	al	al	PROPN
ital-3262	103	25	.	.	PUNCT
ital-3262	104	1	(	(	PUNCT
ital-3262	104	2	2003	2003	NUM
ital-3262	104	3	)	)	PUNCT
ital-3262	104	4	proposed	propose	VERB
ital-3262	104	5	a	a	DET
ital-3262	104	6	new	new	ADJ
ital-3262	104	7	methodology	methodology	NOUN
ital-3262	104	8	,	,	PUNCT
ital-3262	104	9	the	the	DET
ital-3262	104	10	dwchs	dwch	NOUN
ital-3262	104	11	algorithm	algorithm	ADV
ital-3262	104	12	,	,	PUNCT
ital-3262	104	13	for	for	ADP
ital-3262	104	14	feature	feature	NOUN
ital-3262	104	15	extraction	extraction	NOUN
ital-3262	104	16	.	.	PUNCT
ital-3262	105	1	with	with	ADP
ital-3262	105	2	this	this	DET
ital-3262	105	3	algorithm	algorithm	NOUN
ital-3262	105	4	,	,	PUNCT
ital-3262	105	5	the	the	DET
ital-3262	105	6	decomposition	decomposition	NOUN
ital-3262	105	7	of	of	ADP
ital-3262	105	8	the	the	DET
ital-3262	105	9	music	music	NOUN
ital-3262	105	10	signals	signal	NOUN
ital-3262	105	11	is	be	AUX
ital-3262	105	12	obtained	obtain	VERB
ital-3262	105	13	at	at	ADP
ital-3262	105	14	the	the	DET
ital-3262	105	15	beginning	beginning	NOUN
ital-3262	105	16	,	,	PUNCT
ital-3262	105	17	and	and	CCONJ
ital-3262	105	18	then	then	ADV
ital-3262	105	19	a	a	DET
ital-3262	105	20	histogram	histogram	NOUN
ital-3262	105	21	of	of	ADP
ital-3262	105	22	each	each	DET
ital-3262	105	23	subband	subband	NOUN
ital-3262	105	24	is	be	AUX
ital-3262	105	25	constructed	construct	VERB
ital-3262	105	26	.	.	PUNCT
ital-3262	106	1	hence	hence	ADV
ital-3262	106	2	,	,	PUNCT
ital-3262	106	3	the	the	DET
ital-3262	106	4	energy	energy	NOUN
ital-3262	106	5	for	for	ADP
ital-3262	106	6	each	each	DET
ital-3262	106	7	subband	subband	NOUN
ital-3262	106	8	is	be	AUX
ital-3262	106	9	computed	compute	VERB
ital-3262	106	10	,	,	PUNCT
ital-3262	106	11	and	and	CCONJ
ital-3262	106	12	the	the	DET
ital-3262	106	13	characteristics	characteristic	NOUN
ital-3262	106	14	of	of	ADP
ital-3262	106	15	the	the	DET
ital-3262	106	16	music	music	NOUN
ital-3262	106	17	are	be	AUX
ital-3262	106	18	represented	represent	VERB
ital-3262	106	19	by	by	ADP
ital-3262	106	20	these	these	DET
ital-3262	106	21	subbands	subband	NOUN
ital-3262	106	22	.	.	PUNCT
ital-3262	107	1	one	one	NUM
ital-3262	107	2	finding	finding	NOUN
ital-3262	107	3	from	from	ADP
ital-3262	107	4	this	this	DET
ital-3262	107	5	research	research	NOUN
ital-3262	107	6	reveals	reveal	VERB
ital-3262	107	7	that	that	SCONJ
ital-3262	107	8	this	this	DET
ital-3262	107	9	methodology	methodology	NOUN
ital-3262	107	10	,	,	PUNCT
ital-3262	107	11	along	along	ADP
ital-3262	107	12	with	with	ADP
ital-3262	107	13	advanced	advanced	ADJ
ital-3262	107	14	machine	machine	NOUN
ital-3262	107	15	learning	learning	NOUN
ital-3262	107	16	techniques	technique	NOUN
ital-3262	107	17	,	,	PUNCT
ital-3262	107	18	has	have	AUX
ital-3262	107	19	significantly	significantly	ADV
ital-3262	107	20	improved	improve	VERB
ital-3262	107	21	accuracy	accuracy	NOUN
ital-3262	107	22	of	of	ADP
ital-3262	107	23	music	music	NOUN
ital-3262	107	24	genre	genre	NOUN
ital-3262	107	25	classification	classification	NOUN
ital-3262	107	26	(	(	PUNCT
ital-3262	107	27	li	li	PROPN
ital-3262	107	28	et	et	PROPN
ital-3262	107	29	al	al	PROPN
ital-3262	107	30	.	.	PROPN
ital-3262	107	31	2003	2003	NUM
ital-3262	107	32	)	)	PUNCT
ital-3262	107	33	.	.	PUNCT
ital-3262	108	1	therefore	therefore	ADV
ital-3262	108	2	,	,	PUNCT
ital-3262	108	3	this	this	DET
ital-3262	108	4	methodology	methodology	NOUN
ital-3262	108	5	potentially	potentially	ADV
ital-3262	108	6	can	can	AUX
ital-3262	108	7	be	be	AUX
ital-3262	108	8	used	use	VERB
ital-3262	108	9	by	by	ADP
ital-3262	108	10	those	those	DET
ital-3262	108	11	digital	digital	ADJ
ital-3262	108	12	music	music	NOUN
ital-3262	108	13	libraries	librarie	VERB
ital-3262	108	14	widely	widely	ADV
ital-3262	108	15	developed	develop	VERB
ital-3262	108	16	in	in	ADP
ital-3262	108	17	past	past	ADJ
ital-3262	108	18	several	several	ADJ
ital-3262	108	19	years	year	NOUN
ital-3262	108	20	.	.	PUNCT
ital-3262	109	1	■	■	PUNCT
ital-3262	109	2	content	content	NOUN
ital-3262	109	3	-	-	PUNCT
ital-3262	109	4	based	base	VERB
ital-3262	109	5	video	video	NOUN
ital-3262	109	6	retrieval	retrieval	NOUN
ital-3262	109	7	content	content	NOUN
ital-3262	109	8	-	-	PUNCT
ital-3262	109	9	based	base	VERB
ital-3262	109	10	video	video	NOUN
ital-3262	109	11	retrieval	retrieval	NOUN
ital-3262	109	12	(	(	PUNCT
ital-3262	109	13	cbvr	cbvr	NOUN
ital-3262	109	14	)	)	PUNCT
ital-3262	109	15	is	be	AUX
ital-3262	109	16	a	a	DET
ital-3262	109	17	more	more	ADV
ital-3262	109	18	recent	recent	ADJ
ital-3262	109	19	research	research	NOUN
ital-3262	109	20	topic	topic	NOUN
ital-3262	109	21	than	than	ADP
ital-3262	109	22	cbir	cbir	NOUN
ital-3262	109	23	and	and	CCONJ
ital-3262	109	24	cbar	cbar	NOUN
ital-3262	109	25	,	,	PUNCT
ital-3262	109	26	partly	partly	ADV
ital-3262	109	27	because	because	SCONJ
ital-3262	109	28	the	the	DET
ital-3262	109	29	digitization	digitization	NOUN
ital-3262	109	30	technology	technology	NOUN
ital-3262	109	31	for	for	ADP
ital-3262	109	32	video	video	NOUN
ital-3262	109	33	appeared	appear	VERB
ital-3262	109	34	later	later	ADV
ital-3262	109	35	than	than	ADP
ital-3262	109	36	those	those	PRON
ital-3262	109	37	for	for	ADP
ital-3262	109	38	image	image	NOUN
ital-3262	109	39	and	and	CCONJ
ital-3262	109	40	audio	audio	NOUN
ital-3262	109	41	.	.	PUNCT
ital-3262	110	1	as	as	SCONJ
ital-3262	110	2	digital	digital	ADJ
ital-3262	110	3	video	video	NOUN
ital-3262	110	4	websites	website	NOUN
ital-3262	110	5	such	such	ADJ
ital-3262	110	6	as	as	ADP
ital-3262	110	7	youtube	youtube	NOUN
ital-3262	110	8	and	and	CCONJ
ital-3262	110	9	google	google	PROPN
ital-3262	110	10	video	video	NOUN
ital-3262	110	11	become	become	VERB
ital-3262	110	12	more	more	ADV
ital-3262	110	13	popular	popular	ADJ
ital-3262	110	14	,	,	PUNCT
ital-3262	110	15	how	how	SCONJ
ital-3262	110	16	to	to	PART
ital-3262	110	17	retrieve	retrieve	VERB
ital-3262	110	18	desired	desire	VERB
ital-3262	110	19	video	video	NOUN
ital-3262	110	20	clips	clip	NOUN
ital-3262	110	21	effectively	effectively	ADV
ital-3262	110	22	is	be	AUX
ital-3262	110	23	a	a	DET
ital-3262	110	24	great	great	ADJ
ital-3262	110	25	concern	concern	NOUN
ital-3262	110	26	.	.	PUNCT
ital-3262	111	1	searching	search	VERB
ital-3262	111	2	by	by	ADP
ital-3262	111	3	some	some	DET
ital-3262	111	4	features	feature	NOUN
ital-3262	111	5	of	of	ADP
ital-3262	111	6	video	video	NOUN
ital-3262	111	7	,	,	PUNCT
ital-3262	111	8	such	such	ADJ
ital-3262	111	9	as	as	ADP
ital-3262	111	10	motion	motion	NOUN
ital-3262	111	11	and	and	CCONJ
ital-3262	111	12	texture	texture	NOUN
ital-3262	111	13	,	,	PUNCT
ital-3262	111	14	can	can	AUX
ital-3262	111	15	be	be	AUX
ital-3262	111	16	a	a	DET
ital-3262	111	17	good	good	ADJ
ital-3262	111	18	complement	complement	NOUN
ital-3262	111	19	to	to	ADP
ital-3262	111	20	the	the	DET
ital-3262	111	21	traditional	traditional	ADJ
ital-3262	111	22	text	text	NOUN
ital-3262	111	23	-	-	PUNCT
ital-3262	111	24	based	base	VERB
ital-3262	111	25	search	search	NOUN
ital-3262	111	26	method	method	NOUN
ital-3262	111	27	.	.	PUNCT
ital-3262	112	1	one	one	NUM
ital-3262	112	2	of	of	ADP
ital-3262	112	3	the	the	DET
ital-3262	112	4	earliest	early	ADJ
ital-3262	112	5	examples	example	NOUN
ital-3262	112	6	is	be	AUX
ital-3262	112	7	the	the	DET
ital-3262	112	8	videoq	videoq	NOUN
ital-3262	112	9	system	system	NOUN
ital-3262	112	10	developed	develop	VERB
ital-3262	112	11	by	by	ADP
ital-3262	112	12	chang	chang	PROPN
ital-3262	112	13	et	et	PROPN
ital-3262	112	14	al	al	PROPN
ital-3262	112	15	.	.	PUNCT
ital-3262	113	1	(	(	PUNCT
ital-3262	113	2	1997	1997	NUM
ital-3262	113	3	)	)	PUNCT
ital-3262	113	4	of	of	ADP
ital-3262	113	5	columbia	columbia	PROPN
ital-3262	113	6	university	university	PROPN
ital-3262	113	7	(	(	PUNCT
ital-3262	113	8	www.ctr.columbia.edu/videoq	www.ctr.columbia.edu/videoq	PROPN
ital-3262	113	9	)	)	PUNCT
ital-3262	113	10	,	,	PUNCT
ital-3262	113	11	which	which	PRON
ital-3262	113	12	allows	allow	VERB
ital-3262	113	13	a	a	DET
ital-3262	113	14	user	user	NOUN
ital-3262	113	15	to	to	PART
ital-3262	113	16	search	search	VERB
ital-3262	113	17	video	video	NOUN
ital-3262	113	18	based	base	VERB
ital-3262	113	19	on	on	ADP
ital-3262	113	20	a	a	DET
ital-3262	113	21	rich	rich	ADJ
ital-3262	113	22	set	set	NOUN
ital-3262	113	23	of	of	ADP
ital-3262	113	24	visual	visual	ADJ
ital-3262	113	25	features	feature	NOUN
ital-3262	113	26	and	and	CCONJ
ital-3262	113	27	spatio	spatio	NOUN
ital-3262	113	28	-	-	PUNCT
ital-3262	113	29	temporal	temporal	ADJ
ital-3262	113	30	relationships	relationship	NOUN
ital-3262	113	31	.	.	PUNCT
ital-3262	114	1	the	the	DET
ital-3262	114	2	video	video	NOUN
ital-3262	114	3	clips	clip	NOUN
ital-3262	114	4	in	in	ADP
ital-3262	114	5	the	the	DET
ital-3262	114	6	database	database	NOUN
ital-3262	114	7	are	be	AUX
ital-3262	114	8	stored	store	VERB
ital-3262	114	9	as	as	ADP
ital-3262	114	10	mpeg	mpeg	NOUN
ital-3262	114	11	files	file	NOUN
ital-3262	114	12	.	.	PUNCT
ital-3262	115	1	through	through	ADP
ital-3262	115	2	a	a	DET
ital-3262	115	3	web	web	NOUN
ital-3262	115	4	interface	interface	NOUN
ital-3262	115	5	,	,	PUNCT
ital-3262	115	6	the	the	DET
ital-3262	115	7	user	user	NOUN
ital-3262	115	8	can	can	AUX
ital-3262	115	9	formulate	formulate	VERB
ital-3262	115	10	a	a	DET
ital-3262	115	11	query	query	NOUN
ital-3262	115	12	scene	scene	NOUN
ital-3262	115	13	as	as	ADP
ital-3262	115	14	a	a	DET
ital-3262	115	15	collection	collection	NOUN
ital-3262	115	16	of	of	ADP
ital-3262	115	17	objects	object	NOUN
ital-3262	115	18	with	with	ADP
ital-3262	115	19	different	different	ADJ
ital-3262	115	20	attributes	attribute	NOUN
ital-3262	115	21	,	,	PUNCT
ital-3262	115	22	including	include	VERB
ital-3262	115	23	motion	motion	NOUN
ital-3262	115	24	,	,	PUNCT
ital-3262	115	25	shape	shape	NOUN
ital-3262	115	26	,	,	PUNCT
ital-3262	115	27	color	color	NOUN
ital-3262	115	28	,	,	PUNCT
ital-3262	115	29	and	and	CCONJ
ital-3262	115	30	texture	texture	NOUN
ital-3262	115	31	.	.	PUNCT
ital-3262	116	1	once	once	ADV
ital-3262	116	2	the	the	DET
ital-3262	116	3	user	user	NOUN
ital-3262	116	4	has	have	AUX
ital-3262	116	5	formulated	formulate	VERB
ital-3262	116	6	the	the	DET
ital-3262	116	7	query	query	NOUN
ital-3262	116	8	,	,	PUNCT
ital-3262	116	9	it	it	PRON
ital-3262	116	10	is	be	AUX
ital-3262	116	11	sent	send	VERB
ital-3262	116	12	to	to	ADP
ital-3262	116	13	a	a	DET
ital-3262	116	14	query	query	NOUN
ital-3262	116	15	server	server	NOUN
ital-3262	116	16	,	,	PUNCT
ital-3262	116	17	which	which	PRON
ital-3262	116	18	contains	contain	VERB
ital-3262	116	19	several	several	ADJ
ital-3262	116	20	databases	database	NOUN
ital-3262	116	21	for	for	ADP
ital-3262	116	22	different	different	ADJ
ital-3262	116	23	content	content	NOUN
ital-3262	116	24	features	feature	NOUN
ital-3262	116	25	.	.	PUNCT
ital-3262	117	1	on	on	ADP
ital-3262	117	2	the	the	DET
ital-3262	117	3	query	query	NOUN
ital-3262	117	4	server	server	NOUN
ital-3262	117	5	,	,	PUNCT
ital-3262	117	6	the	the	DET
ital-3262	117	7	similarities	similarity	NOUN
ital-3262	117	8	between	between	ADP
ital-3262	117	9	the	the	DET
ital-3262	117	10	features	feature	NOUN
ital-3262	117	11	of	of	ADP
ital-3262	117	12	each	each	DET
ital-3262	117	13	object	object	NOUN
ital-3262	117	14	specified	specify	VERB
ital-3262	117	15	in	in	ADP
ital-3262	117	16	the	the	DET
ital-3262	117	17	query	query	NOUN
ital-3262	117	18	and	and	CCONJ
ital-3262	117	19	those	those	PRON
ital-3262	117	20	of	of	ADP
ital-3262	117	21	the	the	DET
ital-3262	117	22	objects	object	NOUN
ital-3262	117	23	in	in	ADP
ital-3262	117	24	the	the	DET
ital-3262	117	25	database	database	NOUN
ital-3262	117	26	are	be	AUX
ital-3262	117	27	computed	compute	VERB
ital-3262	117	28	;	;	PUNCT
ital-3262	117	29	a	a	DET
ital-3262	117	30	list	list	NOUN
ital-3262	117	31	of	of	ADP
ital-3262	117	32	video	video	NOUN
ital-3262	117	33	clips	clip	NOUN
ital-3262	117	34	is	be	AUX
ital-3262	117	35	then	then	ADV
ital-3262	117	36	retrieved	retrieve	VERB
ital-3262	117	37	based	base	VERB
ital-3262	117	38	on	on	ADP
ital-3262	117	39	their	their	PRON
ital-3262	117	40	similarity	similarity	NOUN
ital-3262	117	41	values	value	NOUN
ital-3262	117	42	.	.	PUNCT
ital-3262	118	1	for	for	ADP
ital-3262	118	2	each	each	PRON
ital-3262	118	3	of	of	ADP
ital-3262	118	4	these	these	DET
ital-3262	118	5	video	video	NOUN
ital-3262	118	6	clips	clip	NOUN
ital-3262	118	7	,	,	PUNCT
ital-3262	118	8	key	key	NOUN
ital-3262	118	9	-	-	PUNCT
ital-3262	118	10	frames	frame	NOUN
ital-3262	118	11	are	be	AUX
ital-3262	118	12	dynamically	dynamically	ADV
ital-3262	118	13	extracted	extract	VERB
ital-3262	118	14	from	from	ADP
ital-3262	118	15	the	the	DET
ital-3262	118	16	video	video	NOUN
ital-3262	118	17	database	database	NOUN
ital-3262	118	18	and	and	CCONJ
ital-3262	118	19	returned	return	VERB
ital-3262	118	20	to	to	ADP
ital-3262	118	21	browser	browser	NOUN
ital-3262	118	22	.	.	PUNCT
ital-3262	119	1	the	the	DET
ital-3262	119	2	matched	match	VERB
ital-3262	119	3	objects	object	NOUN
ital-3262	119	4	are	be	AUX
ital-3262	119	5	highlighted	highlight	VERB
ital-3262	119	6	in	in	ADP
ital-3262	119	7	the	the	DET
ital-3262	119	8	returned	return	VERB
ital-3262	119	9	key	key	ADJ
ital-3262	119	10	-	-	PUNCT
ital-3262	119	11	frame	frame	NOUN
ital-3262	119	12	.	.	PUNCT
ital-3262	120	1	the	the	DET
ital-3262	120	2	user	user	NOUN
ital-3262	120	3	can	can	AUX
ital-3262	120	4	interactively	interactively	ADV
ital-3262	120	5	view	view	VERB
ital-3262	120	6	these	these	DET
ital-3262	120	7	matched	match	VERB
ital-3262	120	8	video	video	NOUN
ital-3262	120	9	clips	clip	NOUN
ital-3262	120	10	by	by	ADP
ital-3262	120	11	simply	simply	ADV
ital-3262	120	12	clicking	click	VERB
ital-3262	120	13	on	on	ADP
ital-3262	120	14	the	the	DET
ital-3262	120	15	keyframe	keyframe	NOUN
ital-3262	120	16	.	.	PUNCT
ital-3262	121	1	meanwhile	meanwhile	ADV
ital-3262	121	2	,	,	PUNCT
ital-3262	121	3	the	the	DET
ital-3262	121	4	video	video	NOUN
ital-3262	121	5	clip	clip	NOUN
ital-3262	121	6	corresponding	corresponding	NOUN
ital-3262	121	7	to	to	ADP
ital-3262	121	8	that	that	DET
ital-3262	121	9	key	key	ADJ
ital-3262	121	10	-	-	PUNCT
ital-3262	121	11	frame	frame	NOUN
ital-3262	121	12	is	be	AUX
ital-3262	121	13	extracted	extract	VERB
ital-3262	121	14	from	from	ADP
ital-3262	121	15	the	the	DET
ital-3262	121	16	video	video	NOUN
ital-3262	121	17	database	database	NOUN
ital-3262	121	18	(	(	PUNCT
ital-3262	121	19	chang	chang	PROPN
ital-3262	121	20	et	et	PROPN
ital-3262	121	21	al	al	PROPN
ital-3262	121	22	.	.	PROPN
ital-3262	121	23	1997	1997	NUM
ital-3262	121	24	)	)	PUNCT
ital-3262	121	25	.	.	PUNCT
ital-3262	122	1	figures	figure	NOUN
ital-3262	122	2	5.1–5.2	5.1–5.2	NUM
ital-3262	122	3	show	show	VERB
ital-3262	122	4	an	an	DET
ital-3262	122	5	example	example	NOUN
ital-3262	122	6	of	of	ADP
ital-3262	122	7	a	a	DET
ital-3262	122	8	visual	visual	ADJ
ital-3262	122	9	search	search	NOUN
ital-3262	122	10	through	through	ADP
ital-3262	122	11	the	the	DET
ital-3262	122	12	videoq	videoq	NOUN
ital-3262	122	13	system	system	NOUN
ital-3262	122	14	.	.	PUNCT
ital-3262	123	1	many	many	ADJ
ital-3262	123	2	other	other	ADJ
ital-3262	123	3	cbvr	cbvr	NOUN
ital-3262	123	4	projects	project	NOUN
ital-3262	123	5	also	also	ADV
ital-3262	123	6	examine	examine	VERB
ital-3262	123	7	these	these	DET
ital-3262	123	8	content	content	NOUN
ital-3262	123	9	features	feature	NOUN
ital-3262	123	10	and	and	CCONJ
ital-3262	123	11	try	try	VERB
ital-3262	123	12	to	to	PART
ital-3262	123	13	find	find	VERB
ital-3262	123	14	more	more	ADV
ital-3262	123	15	efficient	efficient	ADJ
ital-3262	123	16	ways	way	NOUN
ital-3262	123	17	to	to	PART
ital-3262	123	18	retrieve	retrieve	VERB
ital-3262	123	19	data	datum	NOUN
ital-3262	123	20	.	.	PUNCT
ital-3262	124	1	a	a	DET
ital-3262	124	2	recent	recent	ADJ
ital-3262	124	3	example	example	NOUN
ital-3262	124	4	is	be	AUX
ital-3262	124	5	wang	wang	PROPN
ital-3262	124	6	et	et	PROPN
ital-3262	125	1	al	al	PROPN
ital-3262	125	2	.	.	PROPN
ital-3262	125	3	’s	’s	PROPN
ital-3262	125	4	(	(	PUNCT
ital-3262	125	5	2006	2006	NUM
ital-3262	125	6	)	)	PUNCT
ital-3262	125	7	project	project	NOUN
ital-3262	125	8	,	,	PUNCT
ital-3262	125	9	vferret	vferret	PROPN
ital-3262	125	10	,	,	PUNCT
ital-3262	125	11	a	a	DET
ital-3262	125	12	content	content	NOUN
ital-3262	125	13	-	-	PUNCT
ital-3262	125	14	based	base	VERB
ital-3262	125	15	similarity	similarity	NOUN
ital-3262	125	16	search	search	NOUN
ital-3262	125	17	tool	tool	NOUN
ital-3262	125	18	for	for	ADP
ital-3262	125	19	continuous	continuous	ADJ
ital-3262	125	20	archived	archive	VERB
ital-3262	125	21	video	video	NOUN
ital-3262	125	22	.	.	PUNCT
ital-3262	126	1	the	the	DET
ital-3262	126	2	vferret	vferret	ADJ
ital-3262	126	3	system	system	NOUN
ital-3262	126	4	segments	segment	VERB
ital-3262	126	5	video	video	NOUN
ital-3262	126	6	data	datum	NOUN
ital-3262	126	7	into	into	ADP
ital-3262	126	8	clips	clip	NOUN
ital-3262	126	9	and	and	CCONJ
ital-3262	126	10	extracts	extract	VERB
ital-3262	126	11	both	both	PRON
ital-3262	126	12	visual	visual	ADJ
ital-3262	126	13	and	and	CCONJ
ital-3262	126	14	audio	audio	ADJ
ital-3262	126	15	features	feature	NOUN
ital-3262	126	16	as	as	ADP
ital-3262	126	17	metadata	metadata	PROPN
ital-3262	126	18	.	.	PUNCT
ital-3262	127	1	then	then	ADV
ital-3262	127	2	a	a	DET
ital-3262	127	3	user	user	NOUN
ital-3262	127	4	can	can	AUX
ital-3262	127	5	do	do	VERB
ital-3262	127	6	a	a	DET
ital-3262	127	7	metadata	metadata	NOUN
ital-3262	127	8	search	search	NOUN
ital-3262	127	9	or	or	CCONJ
ital-3262	127	10	article	article	NOUN
ital-3262	127	11	title	title	NOUN
ital-3262	127	12	|	|	NOUN
ital-3262	127	13	author	author	NOUN
ital-3262	127	14	45content	45content	PROPN
ital-3262	127	15	-	-	PUNCT
ital-3262	127	16	based	base	VERB
ital-3262	127	17	information	information	NOUN
ital-3262	127	18	retrieval	retrieval	NOUN
ital-3262	127	19	and	and	CCONJ
ital-3262	127	20	digital	digital	ADJ
ital-3262	127	21	libraries	library	NOUN
ital-3262	127	22	|	|	NOUN
ital-3262	127	23	wan	wan	PROPN
ital-3262	127	24	and	and	CCONJ
ital-3262	127	25	liu	liu	PROPN
ital-3262	127	26	45	45	NUM
ital-3262	127	27	content	content	NOUN
ital-3262	127	28	-	-	PUNCT
ital-3262	127	29	based	base	VERB
ital-3262	127	30	search	search	NOUN
ital-3262	127	31	to	to	PART
ital-3262	127	32	retrieve	retrieve	VERB
ital-3262	127	33	desired	desire	VERB
ital-3262	127	34	video	video	NOUN
ital-3262	127	35	clips	clip	NOUN
ital-3262	127	36	.	.	PUNCT
ital-3262	128	1	in	in	ADP
ital-3262	128	2	the	the	DET
ital-3262	128	3	first	first	ADJ
ital-3262	128	4	stage	stage	NOUN
ital-3262	128	5	,	,	PUNCT
ital-3262	128	6	a	a	DET
ital-3262	128	7	simple	simple	ADJ
ital-3262	128	8	segmentation	segmentation	NOUN
ital-3262	128	9	method	method	NOUN
ital-3262	128	10	is	be	AUX
ital-3262	128	11	used	use	VERB
ital-3262	128	12	to	to	PART
ital-3262	128	13	split	split	VERB
ital-3262	128	14	the	the	DET
ital-3262	128	15	archived	archive	VERB
ital-3262	128	16	digital	digital	ADJ
ital-3262	128	17	video	video	NOUN
ital-3262	128	18	into	into	ADP
ital-3262	128	19	five	five	NUM
ital-3262	128	20	-	-	PUNCT
ital-3262	128	21	minute	minute	NOUN
ital-3262	128	22	video	video	NOUN
ital-3262	128	23	clips	clip	NOUN
ital-3262	128	24	.	.	PUNCT
ital-3262	129	1	the	the	DET
ital-3262	129	2	system	system	NOUN
ital-3262	129	3	then	then	ADV
ital-3262	129	4	extracts	extract	VERB
ital-3262	129	5	twenty	twenty	NUM
ital-3262	129	6	image	image	NOUN
ital-3262	129	7	frames	frame	NOUN
ital-3262	129	8	evenly	evenly	ADV
ital-3262	129	9	from	from	ADP
ital-3262	129	10	each	each	PRON
ital-3262	129	11	of	of	ADP
ital-3262	129	12	these	these	DET
ital-3262	129	13	five	five	NUM
ital-3262	129	14	-	-	PUNCT
ital-3262	129	15	minute	minute	NOUN
ital-3262	129	16	video	video	NOUN
ital-3262	129	17	clips	clip	NOUN
ital-3262	129	18	for	for	ADP
ital-3262	129	19	visual	visual	ADJ
ital-3262	129	20	feature	feature	NOUN
ital-3262	129	21	extraction	extraction	NOUN
ital-3262	129	22	.	.	PUNCT
ital-3262	130	1	additionally	additionally	ADV
ital-3262	130	2	,	,	PUNCT
ital-3262	130	3	the	the	DET
ital-3262	130	4	system	system	NOUN
ital-3262	130	5	splits	split	VERB
ital-3262	130	6	the	the	DET
ital-3262	130	7	audio	audio	ADJ
ital-3262	130	8	channel	channel	NOUN
ital-3262	130	9	of	of	ADP
ital-3262	130	10	each	each	DET
ital-3262	130	11	clip	clip	NOUN
ital-3262	130	12	into	into	ADP
ital-3262	130	13	twenty	twenty	NUM
ital-3262	130	14	individual	individual	ADJ
ital-3262	130	15	fifteensecond	fifteensecond	NOUN
ital-3262	130	16	segments	segment	NOUN
ital-3262	130	17	for	for	ADP
ital-3262	130	18	further	further	ADJ
ital-3262	130	19	audio	audio	ADJ
ital-3262	130	20	feature	feature	NOUN
ital-3262	130	21	extraction	extraction	NOUN
ital-3262	130	22	.	.	PUNCT
ital-3262	131	1	in	in	ADP
ital-3262	131	2	the	the	DET
ital-3262	131	3	second	second	ADJ
ital-3262	131	4	stage	stage	NOUN
ital-3262	131	5	,	,	PUNCT
ital-3262	131	6	both	both	CCONJ
ital-3262	131	7	audio	audio	ADJ
ital-3262	131	8	and	and	CCONJ
ital-3262	131	9	visual	visual	ADJ
ital-3262	131	10	features	feature	NOUN
ital-3262	131	11	are	be	AUX
ital-3262	131	12	extracted	extract	VERB
ital-3262	131	13	.	.	PUNCT
ital-3262	132	1	for	for	ADP
ital-3262	132	2	visual	visual	ADJ
ital-3262	132	3	features	feature	NOUN
ital-3262	132	4	,	,	PUNCT
ital-3262	132	5	the	the	DET
ital-3262	132	6	color	color	NOUN
ital-3262	132	7	element	element	NOUN
ital-3262	132	8	is	be	AUX
ital-3262	132	9	used	use	VERB
ital-3262	132	10	as	as	ADP
ital-3262	132	11	the	the	DET
ital-3262	132	12	content	content	NOUN
ital-3262	132	13	feature	feature	NOUN
ital-3262	132	14	.	.	PUNCT
ital-3262	133	1	for	for	ADP
ital-3262	133	2	audio	audio	ADJ
ital-3262	133	3	features	feature	NOUN
ital-3262	133	4	,	,	PUNCT
ital-3262	133	5	154	154	NUM
ital-3262	133	6	audio	audio	ADJ
ital-3262	133	7	features	feature	NOUN
ital-3262	133	8	originally	originally	ADV
ital-3262	133	9	used	use	VERB
ital-3262	133	10	by	by	ADP
ital-3262	133	11	ellis	ellis	PROPN
ital-3262	133	12	and	and	CCONJ
ital-3262	133	13	lee	lee	PROPN
ital-3262	133	14	(	(	PUNCT
ital-3262	133	15	2004	2004	NUM
ital-3262	133	16	)	)	PUNCT
ital-3262	133	17	to	to	PART
ital-3262	133	18	describe	describe	VERB
ital-3262	133	19	audio	audio	ADJ
ital-3262	133	20	segments	segment	NOUN
ital-3262	133	21	are	be	AUX
ital-3262	133	22	computed	compute	VERB
ital-3262	133	23	.	.	PUNCT
ital-3262	134	1	for	for	ADP
ital-3262	134	2	each	each	DET
ital-3262	134	3	fifteen	fifteen	ADJ
ital-3262	134	4	-	-	PUNCT
ital-3262	134	5	second	second	NOUN
ital-3262	134	6	video	video	NOUN
ital-3262	134	7	segment	segment	NOUN
ital-3262	134	8	,	,	PUNCT
ital-3262	134	9	the	the	DET
ital-3262	134	10	visual	visual	ADJ
ital-3262	134	11	feature	feature	NOUN
ital-3262	134	12	vector	vector	NOUN
ital-3262	134	13	extracted	extract	VERB
ital-3262	134	14	from	from	ADP
ital-3262	134	15	the	the	DET
ital-3262	134	16	sample	sample	NOUN
ital-3262	134	17	image	image	NOUN
ital-3262	134	18	and	and	CCONJ
ital-3262	134	19	the	the	DET
ital-3262	134	20	audio	audio	ADJ
ital-3262	134	21	feature	feature	NOUN
ital-3262	134	22	vector	vector	NOUN
ital-3262	134	23	extracted	extract	VERB
ital-3262	134	24	from	from	ADP
ital-3262	134	25	the	the	DET
ital-3262	134	26	corresponding	corresponding	ADJ
ital-3262	134	27	audio	audio	ADJ
ital-3262	134	28	segment	segment	NOUN
ital-3262	134	29	are	be	AUX
ital-3262	134	30	combined	combine	VERB
ital-3262	134	31	into	into	ADP
ital-3262	134	32	a	a	DET
ital-3262	134	33	single	single	ADJ
ital-3262	134	34	feature	feature	NOUN
ital-3262	134	35	vector	vector	NOUN
ital-3262	134	36	.	.	PUNCT
ital-3262	135	1	in	in	ADP
ital-3262	135	2	the	the	DET
ital-3262	135	3	information	information	NOUN
ital-3262	135	4	retrieval	retrieval	NOUN
ital-3262	135	5	stage	stage	NOUN
ital-3262	135	6	,	,	PUNCT
ital-3262	135	7	the	the	DET
ital-3262	135	8	user	user	NOUN
ital-3262	135	9	submits	submit	VERB
ital-3262	135	10	a	a	DET
ital-3262	135	11	video	video	NOUN
ital-3262	135	12	clip	clip	NOUN
ital-3262	135	13	query	query	NOUN
ital-3262	135	14	at	at	ADP
ital-3262	135	15	first	first	ADV
ital-3262	135	16	,	,	PUNCT
ital-3262	135	17	then	then	ADV
ital-3262	135	18	its	its	PRON
ital-3262	135	19	feature	feature	NOUN
ital-3262	135	20	vector	vector	NOUN
ital-3262	135	21	is	be	AUX
ital-3262	135	22	computed	compute	VERB
ital-3262	135	23	and	and	CCONJ
ital-3262	135	24	compared	compare	VERB
ital-3262	135	25	with	with	ADP
ital-3262	135	26	that	that	PRON
ital-3262	135	27	of	of	ADP
ital-3262	135	28	video	video	NOUN
ital-3262	135	29	clips	clip	NOUN
ital-3262	135	30	in	in	ADP
ital-3262	135	31	the	the	DET
ital-3262	135	32	database	database	NOUN
ital-3262	135	33	,	,	PUNCT
ital-3262	135	34	and	and	CCONJ
ital-3262	135	35	the	the	DET
ital-3262	135	36	most	most	ADV
ital-3262	135	37	similar	similar	ADJ
ital-3262	135	38	clips	clip	NOUN
ital-3262	135	39	are	be	AUX
ital-3262	135	40	retrieved	retrieve	VERB
ital-3262	135	41	(	(	PUNCT
ital-3262	135	42	wang	wang	PROPN
ital-3262	135	43	et	et	PROPN
ital-3262	135	44	al	al	PROPN
ital-3262	135	45	.	.	PROPN
ital-3262	135	46	2006	2006	NUM
ital-3262	135	47	)	)	PUNCT
ital-3262	135	48	.	.	PUNCT
ital-3262	136	1	similar	similar	ADJ
ital-3262	136	2	projects	project	NOUN
ital-3262	136	3	in	in	ADP
ital-3262	136	4	this	this	DET
ital-3262	136	5	area	area	NOUN
ital-3262	136	6	include	include	VERB
ital-3262	136	7	carnegie	carnegie	PROPN
ital-3262	136	8	mellon	mellon	PROPN
ital-3262	136	9	university	university	PROPN
ital-3262	136	10	’s	’s	PART
ital-3262	136	11	informedia	informedia	PROPN
ital-3262	136	12	digital	digital	PROPN
ital-3262	136	13	video	video	NOUN
ital-3262	136	14	library	library	NOUN
ital-3262	136	15	(	(	PUNCT
ital-3262	136	16	www	www	NOUN
ital-3262	136	17	.	.	PUNCT
ital-3262	136	18	informedia.cs.cmu.edu	informedia.cs.cmu.edu	PROPN
ital-3262	136	19	)	)	PUNCT
ital-3262	136	20	and	and	CCONJ
ital-3262	136	21	muvis	muvis	NOUN
ital-3262	136	22	of	of	ADP
ital-3262	136	23	finland	finland	PROPN
ital-3262	136	24	’s	’s	PART
ital-3262	136	25	tampere	tampere	PROPN
ital-3262	136	26	university	university	PROPN
ital-3262	136	27	of	of	ADP
ital-3262	136	28	technology	technology	PROPN
ital-3262	136	29	(	(	PUNCT
ital-3262	136	30	http://muvis.cs.tut.fi/index	http://muvis.cs.tut.fi/index	PROPN
ital-3262	136	31	.	.	PUNCT
ital-3262	136	32	html	html	PROPN
ital-3262	136	33	)	)	PUNCT
ital-3262	136	34	.	.	PUNCT
ital-3262	137	1	content	content	NOUN
ital-3262	137	2	-	-	PUNCT
ital-3262	137	3	based	base	VERB
ital-3262	137	4	information	information	NOUN
ital-3262	137	5	retrieval	retrieval	NOUN
ital-3262	137	6	for	for	ADP
ital-3262	137	7	other	other	ADJ
ital-3262	137	8	digital	digital	ADJ
ital-3262	137	9	formats	format	NOUN
ital-3262	137	10	with	with	ADP
ital-3262	137	11	the	the	DET
ital-3262	137	12	advance	advance	NOUN
ital-3262	137	13	of	of	ADP
ital-3262	137	14	digitization	digitization	NOUN
ital-3262	137	15	technology	technology	NOUN
ital-3262	137	16	,	,	PUNCT
ital-3262	137	17	the	the	DET
ital-3262	137	18	content	content	NOUN
ital-3262	137	19	and	and	CCONJ
ital-3262	137	20	formats	format	NOUN
ital-3262	137	21	of	of	ADP
ital-3262	137	22	digital	digital	ADJ
ital-3262	137	23	libraries	library	NOUN
ital-3262	137	24	are	be	AUX
ital-3262	137	25	much	much	ADV
ital-3262	137	26	richer	rich	ADJ
ital-3262	137	27	than	than	ADP
ital-3262	137	28	before	before	ADV
ital-3262	137	29	.	.	PUNCT
ital-3262	138	1	they	they	PRON
ital-3262	138	2	are	be	AUX
ital-3262	138	3	not	not	PART
ital-3262	138	4	limited	limit	VERB
ital-3262	138	5	to	to	ADP
ital-3262	138	6	text	text	NOUN
ital-3262	138	7	,	,	PUNCT
ital-3262	138	8	image	image	NOUN
ital-3262	138	9	,	,	PUNCT
ital-3262	138	10	audio	audio	ADJ
ital-3262	138	11	,	,	PUNCT
ital-3262	138	12	and	and	CCONJ
ital-3262	138	13	video	video	NOUN
ital-3262	138	14	.	.	PUNCT
ital-3262	139	1	some	some	DET
ital-3262	139	2	new	new	ADJ
ital-3262	139	3	formats	format	NOUN
ital-3262	139	4	of	of	ADP
ital-3262	139	5	digital	digital	ADJ
ital-3262	139	6	content	content	NOUN
ital-3262	139	7	are	be	AUX
ital-3262	139	8	emerging	emerge	VERB
ital-3262	139	9	.	.	PUNCT
ital-3262	140	1	digital	digital	ADJ
ital-3262	140	2	libraries	library	NOUN
ital-3262	140	3	of	of	ADP
ital-3262	140	4	3	3	NUM
ital-3262	140	5	-	-	PUNCT
ital-3262	140	6	d	d	NOUN
ital-3262	140	7	objects	object	NOUN
ital-3262	140	8	are	be	AUX
ital-3262	140	9	good	good	ADJ
ital-3262	140	10	examples	example	NOUN
ital-3262	140	11	.	.	PUNCT
ital-3262	141	1	since	since	SCONJ
ital-3262	141	2	3	3	NUM
ital-3262	141	3	-	-	PUNCT
ital-3262	141	4	d	d	NOUN
ital-3262	141	5	models	model	NOUN
ital-3262	141	6	have	have	VERB
ital-3262	141	7	arbitrary	arbitrary	ADJ
ital-3262	141	8	topologies	topology	NOUN
ital-3262	141	9	and	and	CCONJ
ital-3262	141	10	can	can	AUX
ital-3262	141	11	not	not	PART
ital-3262	141	12	be	be	AUX
ital-3262	141	13	easily	easily	ADV
ital-3262	141	14	“	"	PUNCT
ital-3262	141	15	parameterized	parameterized	ADJ
ital-3262	141	16	”	"	PUNCT
ital-3262	141	17	using	use	VERB
ital-3262	141	18	a	a	DET
ital-3262	141	19	standard	standard	ADJ
ital-3262	141	20	template	template	NOUN
ital-3262	141	21	as	as	ADP
ital-3262	141	22	in	in	ADP
ital-3262	141	23	the	the	DET
ital-3262	141	24	case	case	NOUN
ital-3262	141	25	for	for	ADP
ital-3262	141	26	2	2	NUM
ital-3262	141	27	-	-	PUNCT
ital-3262	141	28	d	d	NOUN
ital-3262	141	29	forms	form	NOUN
ital-3262	141	30	(	(	PUNCT
ital-3262	141	31	bustos	bustos	VERB
ital-3262	141	32	et	et	PROPN
ital-3262	141	33	al	al	PROPN
ital-3262	141	34	.	.	PROPN
ital-3262	141	35	2005	2005	NUM
ital-3262	141	36	)	)	PUNCT
ital-3262	141	37	,	,	PUNCT
ital-3262	141	38	contentbased	contentbase	VERB
ital-3262	141	39	3	3	NUM
ital-3262	141	40	-	-	PUNCT
ital-3262	141	41	d	d	NOUN
ital-3262	141	42	model	model	NOUN
ital-3262	141	43	retrieval	retrieval	NOUN
ital-3262	141	44	is	be	AUX
ital-3262	141	45	a	a	DET
ital-3262	141	46	more	more	ADV
ital-3262	141	47	challenging	challenging	ADJ
ital-3262	141	48	research	research	NOUN
ital-3262	141	49	topic	topic	NOUN
ital-3262	141	50	than	than	ADP
ital-3262	141	51	other	other	ADJ
ital-3262	141	52	multimedia	multimedia	NOUN
ital-3262	141	53	formats	format	NOUN
ital-3262	141	54	discussed	discuss	VERB
ital-3262	141	55	earlier	early	ADV
ital-3262	141	56	.	.	PUNCT
ital-3262	142	1	so	so	ADV
ital-3262	142	2	far	far	ADV
ital-3262	142	3	,	,	PUNCT
ital-3262	142	4	four	four	NUM
ital-3262	142	5	types	type	NOUN
ital-3262	142	6	of	of	ADP
ital-3262	142	7	solutions	solution	NOUN
ital-3262	142	8	—	—	PUNCT
ital-3262	142	9	primitive	primitive	NOUN
ital-3262	142	10	-	-	PUNCT
ital-3262	142	11	based	base	VERB
ital-3262	142	12	,	,	PUNCT
ital-3262	142	13	statistics	statistic	NOUN
ital-3262	142	14	-	-	PUNCT
ital-3262	142	15	based	base	VERB
ital-3262	142	16	,	,	PUNCT
ital-3262	142	17	geometry	geometry	NOUN
ital-3262	142	18	-	-	PUNCT
ital-3262	142	19	based	base	VERB
ital-3262	142	20	,	,	PUNCT
ital-3262	142	21	and	and	CCONJ
ital-3262	142	22	view	view	NOUN
ital-3262	142	23	-	-	PUNCT
ital-3262	142	24	based	base	VERB
ital-3262	142	25	—	—	PUNCT
ital-3262	142	26	have	have	AUX
ital-3262	142	27	been	be	AUX
ital-3262	142	28	found	find	VERB
ital-3262	142	29	(	(	PUNCT
ital-3262	142	30	bimbo	bimbo	ADJ
ital-3262	142	31	and	and	CCONJ
ital-3262	142	32	pala	pala	VERB
ital-3262	142	33	2006	2006	NUM
ital-3262	142	34	)	)	PUNCT
ital-3262	142	35	.	.	PUNCT
ital-3262	143	1	primitive	primitive	NOUN
ital-3262	143	2	-	-	PUNCT
ital-3262	143	3	based	base	VERB
ital-3262	143	4	solutions	solution	NOUN
ital-3262	143	5	represent	represent	VERB
ital-3262	143	6	3	3	NUM
ital-3262	143	7	-	-	PUNCT
ital-3262	143	8	d	d	NOUN
ital-3262	143	9	objects	object	NOUN
ital-3262	143	10	with	with	ADP
ital-3262	143	11	a	a	DET
ital-3262	143	12	basic	basic	ADJ
ital-3262	143	13	set	set	NOUN
ital-3262	143	14	of	of	ADP
ital-3262	143	15	parameterized	parameterized	ADJ
ital-3262	143	16	primitive	primitive	ADJ
ital-3262	143	17	elements	element	NOUN
ital-3262	143	18	.	.	PUNCT
ital-3262	144	1	parameters	parameter	NOUN
ital-3262	144	2	are	be	AUX
ital-3262	144	3	used	use	VERB
ital-3262	144	4	to	to	PART
ital-3262	144	5	control	control	VERB
ital-3262	144	6	the	the	DET
ital-3262	144	7	shape	shape	NOUN
ital-3262	144	8	of	of	ADP
ital-3262	144	9	each	each	DET
ital-3262	144	10	primitive	primitive	ADJ
ital-3262	144	11	element	element	NOUN
ital-3262	144	12	and	and	CCONJ
ital-3262	144	13	to	to	PART
ital-3262	144	14	fit	fit	VERB
ital-3262	144	15	each	each	DET
ital-3262	144	16	primitive	primitive	ADJ
ital-3262	144	17	element	element	NOUN
ital-3262	144	18	with	with	ADP
ital-3262	144	19	a	a	DET
ital-3262	144	20	part	part	NOUN
ital-3262	144	21	of	of	ADP
ital-3262	144	22	the	the	DET
ital-3262	144	23	model	model	NOUN
ital-3262	144	24	.	.	PUNCT
ital-3262	145	1	with	with	ADP
ital-3262	145	2	statistics	statistic	NOUN
ital-3262	145	3	-	-	PUNCT
ital-3262	145	4	based	base	VERB
ital-3262	145	5	approaches	approach	NOUN
ital-3262	145	6	,	,	PUNCT
ital-3262	145	7	shape	shape	NOUN
ital-3262	145	8	descriptions	description	NOUN
ital-3262	145	9	based	base	VERB
ital-3262	145	10	on	on	ADP
ital-3262	145	11	statistical	statistical	ADJ
ital-3262	145	12	modfigure	modfigure	NOUN
ital-3262	145	13	5.1	5.1	NUM
ital-3262	145	14	.	.	PUNCT
ital-3262	146	1	the	the	DET
ital-3262	146	2	user	user	NOUN
ital-3262	146	3	composes	compose	VERB
ital-3262	146	4	a	a	DET
ital-3262	146	5	query	query	NOUN
ital-3262	146	6	figure	figure	NOUN
ital-3262	146	7	5.2	5.2	NUM
ital-3262	146	8	.	.	PUNCT
ital-3262	147	1	search	search	NOUN
ital-3262	147	2	results	result	NOUN
ital-3262	147	3	for	for	ADP
ital-3262	147	4	the	the	DET
ital-3262	147	5	sample	sample	NOUN
ital-3262	147	6	query	query	NOUN
ital-3262	147	7	46	46	NUM
ital-3262	147	8	information	information	NOUN
ital-3262	147	9	technology	technology	NOUN
ital-3262	147	10	and	and	CCONJ
ital-3262	147	11	libraries	library	NOUN
ital-3262	147	12	|	|	NOUN
ital-3262	147	13	march	march	PROPN
ital-3262	147	14	200846	200846	NUM
ital-3262	147	15	information	information	NOUN
ital-3262	147	16	technology	technology	NOUN
ital-3262	147	17	and	and	CCONJ
ital-3262	147	18	libraries	library	NOUN
ital-3262	147	19	|	|	NOUN
ital-3262	147	20	march	march	PROPN
ital-3262	147	21	2008	2008	NUM
ital-3262	147	22	els	el	NOUN
ital-3262	147	23	are	be	AUX
ital-3262	147	24	created	create	VERB
ital-3262	147	25	and	and	CCONJ
ital-3262	147	26	measured	measure	VERB
ital-3262	147	27	.	.	PUNCT
ital-3262	148	1	geometry	geometry	NOUN
ital-3262	148	2	-	-	PUNCT
ital-3262	148	3	based	base	VERB
ital-3262	148	4	methods	method	NOUN
ital-3262	148	5	,	,	PUNCT
ital-3262	148	6	however	however	ADV
ital-3262	148	7	,	,	PUNCT
ital-3262	148	8	use	use	VERB
ital-3262	148	9	geometric	geometric	ADJ
ital-3262	148	10	properties	property	NOUN
ital-3262	148	11	of	of	ADP
ital-3262	148	12	the	the	DET
ital-3262	148	13	3	3	NUM
ital-3262	148	14	-	-	PUNCT
ital-3262	148	15	d	d	NOUN
ital-3262	148	16	object	object	NOUN
ital-3262	148	17	and	and	CCONJ
ital-3262	148	18	their	their	PRON
ital-3262	148	19	measures	measure	NOUN
ital-3262	148	20	as	as	ADP
ital-3262	148	21	global	global	ADJ
ital-3262	148	22	shape	shape	NOUN
ital-3262	148	23	descriptors	descriptor	NOUN
ital-3262	148	24	.	.	PUNCT
ital-3262	149	1	for	for	ADP
ital-3262	149	2	viewbased	viewbased	ADJ
ital-3262	149	3	solutions	solution	NOUN
ital-3262	149	4	,	,	PUNCT
ital-3262	149	5	a	a	DET
ital-3262	149	6	set	set	NOUN
ital-3262	149	7	of	of	ADP
ital-3262	149	8	2	2	NUM
ital-3262	149	9	-	-	PUNCT
ital-3262	149	10	d	d	NOUN
ital-3262	149	11	views	view	NOUN
ital-3262	149	12	of	of	ADP
ital-3262	149	13	the	the	DET
ital-3262	149	14	model	model	NOUN
ital-3262	149	15	and	and	CCONJ
ital-3262	149	16	descriptors	descriptor	NOUN
ital-3262	149	17	of	of	ADP
ital-3262	149	18	their	their	PRON
ital-3262	149	19	content	content	NOUN
ital-3262	149	20	are	be	AUX
ital-3262	149	21	used	use	VERB
ital-3262	149	22	to	to	PART
ital-3262	149	23	represent	represent	VERB
ital-3262	149	24	the	the	DET
ital-3262	149	25	3	3	NUM
ital-3262	149	26	-	-	PUNCT
ital-3262	149	27	d	d	NOUN
ital-3262	149	28	object	object	NOUN
ital-3262	149	29	shape	shape	NOUN
ital-3262	149	30	(	(	PUNCT
ital-3262	149	31	bimbo	bimbo	NOUN
ital-3262	149	32	and	and	CCONJ
ital-3262	149	33	pala	pala	VERB
ital-3262	149	34	2006	2006	NUM
ital-3262	149	35	)	)	PUNCT
ital-3262	149	36	.	.	PUNCT
ital-3262	150	1	another	another	DET
ital-3262	150	2	novel	novel	ADJ
ital-3262	150	3	example	example	NOUN
ital-3262	150	4	is	be	AUX
ital-3262	150	5	moustakas	moustakas	PROPN
ital-3262	150	6	et	et	PROPN
ital-3262	150	7	al	al	PROPN
ital-3262	150	8	.	.	PROPN
ital-3262	150	9	’s	’s	PROPN
ital-3262	150	10	(	(	PUNCT
ital-3262	150	11	2005	2005	NUM
ital-3262	150	12	)	)	PUNCT
ital-3262	150	13	project	project	NOUN
ital-3262	150	14	on	on	ADP
ital-3262	150	15	3	3	NUM
ital-3262	150	16	-	-	PUNCT
ital-3262	150	17	d	d	NOUN
ital-3262	150	18	model	model	NOUN
ital-3262	150	19	search	search	NOUN
ital-3262	150	20	using	use	VERB
ital-3262	150	21	sketches	sketch	NOUN
ital-3262	150	22	.	.	PUNCT
ital-3262	151	1	in	in	ADP
ital-3262	151	2	the	the	DET
ital-3262	151	3	experimental	experimental	ADJ
ital-3262	151	4	system	system	NOUN
ital-3262	151	5	,	,	PUNCT
ital-3262	151	6	the	the	DET
ital-3262	151	7	vector	vector	NOUN
ital-3262	151	8	of	of	ADP
ital-3262	151	9	geometrical	geometrical	ADJ
ital-3262	151	10	descriptors	descriptor	NOUN
ital-3262	151	11	for	for	ADP
ital-3262	151	12	each	each	DET
ital-3262	151	13	3	3	NUM
ital-3262	151	14	-	-	PUNCT
ital-3262	151	15	d	d	NOUN
ital-3262	151	16	model	model	NOUN
ital-3262	151	17	is	be	AUX
ital-3262	151	18	calculated	calculate	VERB
ital-3262	151	19	during	during	ADP
ital-3262	151	20	the	the	DET
ital-3262	151	21	feature	feature	NOUN
ital-3262	151	22	extraction	extraction	NOUN
ital-3262	151	23	stage	stage	NOUN
ital-3262	151	24	.	.	PUNCT
ital-3262	152	1	in	in	ADP
ital-3262	152	2	the	the	DET
ital-3262	152	3	retrieval	retrieval	NOUN
ital-3262	152	4	stage	stage	NOUN
ital-3262	152	5	,	,	PUNCT
ital-3262	152	6	a	a	DET
ital-3262	152	7	user	user	NOUN
ital-3262	152	8	can	can	AUX
ital-3262	152	9	initially	initially	ADV
ital-3262	152	10	use	use	VERB
ital-3262	152	11	one	one	NUM
ital-3262	152	12	of	of	ADP
ital-3262	152	13	the	the	DET
ital-3262	152	14	sketching	sketching	NOUN
ital-3262	152	15	interfaces	interface	NOUN
ital-3262	152	16	(	(	PUNCT
ital-3262	152	17	such	such	ADJ
ital-3262	152	18	as	as	ADP
ital-3262	152	19	the	the	DET
ital-3262	152	20	virtual	virtual	ADJ
ital-3262	152	21	reality	reality	NOUN
ital-3262	152	22	interface	interface	NOUN
ital-3262	152	23	or	or	CCONJ
ital-3262	152	24	by	by	ADP
ital-3262	152	25	using	use	VERB
ital-3262	152	26	an	an	DET
ital-3262	152	27	air	air	NOUN
ital-3262	152	28	mouse	mouse	NOUN
ital-3262	152	29	)	)	PUNCT
ital-3262	152	30	to	to	PART
ital-3262	152	31	sketch	sketch	VERB
ital-3262	152	32	a	a	DET
ital-3262	152	33	2	2	NUM
ital-3262	152	34	-	-	PUNCT
ital-3262	152	35	d	d	NOUN
ital-3262	152	36	contour	contour	NOUN
ital-3262	152	37	of	of	ADP
ital-3262	152	38	the	the	DET
ital-3262	152	39	desired	desire	VERB
ital-3262	152	40	3	3	NUM
ital-3262	152	41	-	-	PUNCT
ital-3262	152	42	d	d	NOUN
ital-3262	152	43	object	object	NOUN
ital-3262	152	44	.	.	PUNCT
ital-3262	153	1	the	the	DET
ital-3262	153	2	2	2	NUM
ital-3262	153	3	-	-	PUNCT
ital-3262	153	4	d	d	NOUN
ital-3262	153	5	shape	shape	NOUN
ital-3262	153	6	is	be	AUX
ital-3262	153	7	recognized	recognize	VERB
ital-3262	153	8	by	by	ADP
ital-3262	153	9	the	the	DET
ital-3262	153	10	system	system	NOUN
ital-3262	153	11	,	,	PUNCT
ital-3262	153	12	and	and	CCONJ
ital-3262	153	13	a	a	DET
ital-3262	153	14	sample	sample	NOUN
ital-3262	153	15	primitive	primitive	NOUN
ital-3262	153	16	is	be	AUX
ital-3262	153	17	automatically	automatically	ADV
ital-3262	153	18	inserted	insert	VERB
ital-3262	153	19	in	in	ADP
ital-3262	153	20	the	the	DET
ital-3262	153	21	scene	scene	NOUN
ital-3262	153	22	.	.	PUNCT
ital-3262	154	1	next	next	ADV
ital-3262	154	2	,	,	PUNCT
ital-3262	154	3	the	the	DET
ital-3262	154	4	user	user	NOUN
ital-3262	154	5	defines	define	VERB
ital-3262	154	6	other	other	ADJ
ital-3262	154	7	elements	element	NOUN
ital-3262	154	8	that	that	PRON
ital-3262	154	9	can	can	AUX
ital-3262	154	10	not	not	PART
ital-3262	154	11	be	be	AUX
ital-3262	154	12	described	describe	VERB
ital-3262	154	13	by	by	ADP
ital-3262	154	14	the	the	DET
ital-3262	154	15	2	2	NUM
ital-3262	154	16	-	-	PUNCT
ital-3262	154	17	d	d	NOUN
ital-3262	154	18	contour	contour	NOUN
ital-3262	154	19	,	,	PUNCT
ital-3262	154	20	such	such	ADJ
ital-3262	154	21	as	as	ADP
ital-3262	154	22	the	the	DET
ital-3262	154	23	height	height	NOUN
ital-3262	154	24	of	of	ADP
ital-3262	154	25	the	the	DET
ital-3262	154	26	object	object	NOUN
ital-3262	154	27	,	,	PUNCT
ital-3262	154	28	and	and	CCONJ
ital-3262	154	29	manipulates	manipulate	VERB
ital-3262	154	30	the	the	DET
ital-3262	154	31	2	2	NUM
ital-3262	154	32	-	-	SYM
ital-3262	154	33	d	d	NOUN
ital-3262	154	34	contour	contour	NOUN
ital-3262	154	35	until	until	SCONJ
ital-3262	154	36	it	it	PRON
ital-3262	154	37	reaches	reach	VERB
ital-3262	154	38	its	its	PRON
ital-3262	154	39	target	target	NOUN
ital-3262	154	40	position	position	NOUN
ital-3262	154	41	.	.	PUNCT
ital-3262	155	1	the	the	DET
ital-3262	155	2	final	final	ADJ
ital-3262	155	3	query	query	NOUN
ital-3262	155	4	is	be	AUX
ital-3262	155	5	formed	form	VERB
ital-3262	155	6	after	after	SCONJ
ital-3262	155	7	all	all	DET
ital-3262	155	8	the	the	DET
ital-3262	155	9	primitives	primitive	NOUN
ital-3262	155	10	are	be	AUX
ital-3262	155	11	inserted	insert	VERB
ital-3262	155	12	.	.	PUNCT
ital-3262	156	1	finally	finally	ADV
ital-3262	156	2	,	,	PUNCT
ital-3262	156	3	the	the	DET
ital-3262	156	4	system	system	NOUN
ital-3262	156	5	computes	compute	VERB
ital-3262	156	6	the	the	DET
ital-3262	156	7	similarities	similarity	NOUN
ital-3262	156	8	between	between	ADP
ital-3262	156	9	the	the	DET
ital-3262	156	10	query	query	NOUN
ital-3262	156	11	model	model	NOUN
ital-3262	156	12	and	and	CCONJ
ital-3262	156	13	each	each	DET
ital-3262	156	14	3	3	NUM
ital-3262	156	15	-	-	PUNCT
ital-3262	156	16	d	d	NOUN
ital-3262	156	17	model	model	NOUN
ital-3262	156	18	in	in	ADP
ital-3262	156	19	the	the	DET
ital-3262	156	20	database	database	NOUN
ital-3262	156	21	,	,	PUNCT
ital-3262	156	22	and	and	CCONJ
ital-3262	156	23	renders	render	VERB
ital-3262	156	24	the	the	DET
ital-3262	156	25	best	good	ADJ
ital-3262	156	26	matching	matching	NOUN
ital-3262	156	27	records	record	NOUN
ital-3262	156	28	.	.	PUNCT
ital-3262	157	1	an	an	DET
ital-3262	157	2	online	online	ADJ
ital-3262	157	3	demonstration	demonstration	NOUN
ital-3262	157	4	can	can	AUX
ital-3262	157	5	be	be	AUX
ital-3262	157	6	found	find	VERB
ital-3262	157	7	for	for	ADP
ital-3262	157	8	a	a	DET
ital-3262	157	9	european	european	ADJ
ital-3262	157	10	project	project	NOUN
ital-3262	157	11	specifically	specifically	ADV
ital-3262	157	12	designed	design	VERB
ital-3262	157	13	for	for	ADP
ital-3262	157	14	a	a	DET
ital-3262	157	15	3	3	NUM
ital-3262	157	16	-	-	PUNCT
ital-3262	157	17	d	d	PROPN
ital-3262	157	18	digital	digital	ADJ
ital-3262	157	19	museum	museum	NOUN
ital-3262	157	20	collection	collection	NOUN
ital-3262	157	21	,	,	PUNCT
ital-3262	157	22	sculpteur	sculpteur	NOUN
ital-3262	157	23	(	(	PUNCT
ital-3262	157	24	www.sculpteurweb.org	www.sculpteurweb.org	NUM
ital-3262	157	25	)	)	PUNCT
ital-3262	157	26	.	.	PUNCT
ital-3262	158	1	from	from	ADP
ital-3262	158	2	its	its	PRON
ital-3262	158	3	web	web	NOUN
ital-3262	158	4	-	-	PUNCT
ital-3262	158	5	based	base	VERB
ital-3262	158	6	search	search	NOUN
ital-3262	158	7	interface	interface	NOUN
ital-3262	158	8	,	,	PUNCT
ital-3262	158	9	a	a	DET
ital-3262	158	10	user	user	NOUN
ital-3262	158	11	can	can	AUX
ital-3262	158	12	choose	choose	VERB
ital-3262	158	13	to	to	PART
ital-3262	158	14	do	do	VERB
ital-3262	158	15	a	a	DET
ital-3262	158	16	metadata	metadata	NOUN
ital-3262	158	17	search	search	NOUN
ital-3262	158	18	or	or	CCONJ
ital-3262	158	19	content	content	NOUN
ital-3262	158	20	-	-	PUNCT
ital-3262	158	21	based	base	VERB
ital-3262	158	22	search	search	NOUN
ital-3262	158	23	for	for	ADP
ital-3262	158	24	a	a	DET
ital-3262	158	25	3	3	NUM
ital-3262	158	26	-	-	PUNCT
ital-3262	158	27	d	d	NOUN
ital-3262	158	28	object	object	NOUN
ital-3262	158	29	.	.	PUNCT
ital-3262	159	1	the	the	DET
ital-3262	159	2	search	search	NOUN
ital-3262	159	3	strategy	strategy	NOUN
ital-3262	159	4	here	here	ADV
ital-3262	159	5	is	be	AUX
ital-3262	159	6	somewhat	somewhat	ADV
ital-3262	159	7	similar	similar	ADJ
ital-3262	159	8	to	to	ADP
ital-3262	159	9	that	that	PRON
ital-3262	159	10	in	in	ADP
ital-3262	159	11	some	some	DET
ital-3262	159	12	cbir	cbir	NOUN
ital-3262	159	13	systems	system	NOUN
ital-3262	159	14	:	:	PUNCT
ital-3262	159	15	the	the	DET
ital-3262	159	16	user	user	NOUN
ital-3262	159	17	can	can	AUX
ital-3262	159	18	upload	upload	VERB
ital-3262	159	19	a	a	DET
ital-3262	159	20	3	3	NUM
ital-3262	159	21	-	-	PUNCT
ital-3262	159	22	d	d	NOUN
ital-3262	159	23	model	model	NOUN
ital-3262	159	24	in	in	ADP
ital-3262	159	25	vrml	vrml	NOUN
ital-3262	159	26	formats	format	NOUN
ital-3262	159	27	,	,	PUNCT
ital-3262	159	28	then	then	ADV
ital-3262	159	29	select	select	VERB
ital-3262	159	30	a	a	DET
ital-3262	159	31	search	search	NOUN
ital-3262	159	32	algorithm	algorithm	NOUN
ital-3262	159	33	(	(	PUNCT
ital-3262	159	34	such	such	ADJ
ital-3262	159	35	as	as	ADP
ital-3262	159	36	similar	similar	ADJ
ital-3262	159	37	color	color	NOUN
ital-3262	159	38	,	,	PUNCT
ital-3262	159	39	texture	texture	NOUN
ital-3262	159	40	,	,	PUNCT
ital-3262	159	41	etc	etc	X
ital-3262	159	42	.	.	X
ital-3262	159	43	)	)	PUNCT
ital-3262	159	44	to	to	PART
ital-3262	159	45	perform	perform	VERB
ital-3262	159	46	a	a	DET
ital-3262	159	47	search	search	NOUN
ital-3262	159	48	within	within	ADP
ital-3262	159	49	a	a	DET
ital-3262	159	50	digital	digital	ADJ
ital-3262	159	51	collection	collection	NOUN
ital-3262	159	52	of	of	ADP
ital-3262	159	53	3	3	NUM
ital-3262	159	54	-	-	PUNCT
ital-3262	159	55	d	d	NOUN
ital-3262	159	56	models	model	NOUN
ital-3262	159	57	.	.	PUNCT
ital-3262	160	1	as	as	SCONJ
ital-3262	160	2	3	3	NUM
ital-3262	160	3	-	-	PUNCT
ital-3262	160	4	d	d	NOUN
ital-3262	160	5	computer	computer	NOUN
ital-3262	160	6	visualization	visualization	NOUN
ital-3262	160	7	has	have	AUX
ital-3262	160	8	been	be	AUX
ital-3262	160	9	widely	widely	ADV
ital-3262	160	10	used	use	VERB
ital-3262	160	11	in	in	ADP
ital-3262	160	12	a	a	DET
ital-3262	160	13	variety	variety	NOUN
ital-3262	160	14	of	of	ADP
ital-3262	160	15	areas	area	NOUN
ital-3262	160	16	,	,	PUNCT
ital-3262	160	17	there	there	PRON
ital-3262	160	18	are	be	VERB
ital-3262	160	19	more	more	ADJ
ital-3262	160	20	research	research	NOUN
ital-3262	160	21	projects	project	NOUN
ital-3262	160	22	focusing	focus	VERB
ital-3262	160	23	on	on	ADP
ital-3262	160	24	the	the	DET
ital-3262	160	25	content	content	NOUN
ital-3262	160	26	-	-	PUNCT
ital-3262	160	27	based	base	VERB
ital-3262	160	28	information	information	NOUN
ital-3262	160	29	retrieval	retrieval	NOUN
ital-3262	160	30	techniques	technique	NOUN
ital-3262	160	31	for	for	ADP
ital-3262	160	32	this	this	DET
ital-3262	160	33	new	new	ADJ
ital-3262	160	34	multimedia	multimedia	NOUN
ital-3262	160	35	format	format	NOUN
ital-3262	160	36	.	.	PUNCT
ital-3262	161	1	■	■	PUNCT
ital-3262	161	2	conclusion	conclusion	NOUN
ital-3262	161	3	there	there	PRON
ital-3262	161	4	is	be	VERB
ital-3262	161	5	no	no	DET
ital-3262	161	6	doubt	doubt	NOUN
ital-3262	161	7	that	that	SCONJ
ital-3262	161	8	content	content	NOUN
ital-3262	161	9	-	-	PUNCT
ital-3262	161	10	based	base	VERB
ital-3262	161	11	information	information	NOUN
ital-3262	161	12	retrieval	retrieval	NOUN
ital-3262	161	13	technology	technology	NOUN
ital-3262	161	14	is	be	AUX
ital-3262	161	15	an	an	DET
ital-3262	161	16	emerging	emerge	VERB
ital-3262	161	17	trend	trend	NOUN
ital-3262	161	18	for	for	ADP
ital-3262	161	19	digital	digital	PROPN
ital-3262	161	20	library	library	PROPN
ital-3262	161	21	development	development	NOUN
ital-3262	161	22	and	and	CCONJ
ital-3262	161	23	will	will	AUX
ital-3262	161	24	be	be	AUX
ital-3262	161	25	an	an	DET
ital-3262	161	26	important	important	ADJ
ital-3262	161	27	complement	complement	NOUN
ital-3262	161	28	to	to	ADP
ital-3262	161	29	the	the	DET
ital-3262	161	30	traditional	traditional	ADJ
ital-3262	161	31	text	text	NOUN
ital-3262	161	32	-	-	PUNCT
ital-3262	161	33	based	base	VERB
ital-3262	161	34	retrieval	retrieval	NOUN
ital-3262	161	35	technology	technology	NOUN
ital-3262	161	36	.	.	PUNCT
ital-3262	162	1	the	the	DET
ital-3262	162	2	ideal	ideal	ADJ
ital-3262	162	3	cbir	cbir	NOUN
ital-3262	162	4	system	system	NOUN
ital-3262	162	5	can	can	AUX
ital-3262	162	6	semantically	semantically	ADV
ital-3262	162	7	understand	understand	VERB
ital-3262	162	8	the	the	DET
ital-3262	162	9	information	information	NOUN
ital-3262	162	10	in	in	ADP
ital-3262	162	11	a	a	DET
ital-3262	162	12	digital	digital	ADJ
ital-3262	162	13	library	library	NOUN
ital-3262	162	14	,	,	PUNCT
ital-3262	162	15	and	and	CCONJ
ital-3262	162	16	render	render	VERB
ital-3262	162	17	users	user	NOUN
ital-3262	162	18	the	the	DET
ital-3262	162	19	most	most	ADV
ital-3262	162	20	desirable	desirable	ADJ
ital-3262	162	21	data	datum	NOUN
ital-3262	162	22	.	.	PUNCT
ital-3262	163	1	however	however	ADV
ital-3262	163	2	,	,	PUNCT
ital-3262	163	3	the	the	DET
ital-3262	163	4	machine	machine	NOUN
ital-3262	163	5	understanding	understanding	NOUN
ital-3262	163	6	of	of	ADP
ital-3262	163	7	semantic	semantic	ADJ
ital-3262	163	8	information	information	NOUN
ital-3262	163	9	still	still	ADV
ital-3262	163	10	remains	remain	VERB
ital-3262	163	11	to	to	PART
ital-3262	163	12	be	be	AUX
ital-3262	163	13	a	a	DET
ital-3262	163	14	great	great	ADJ
ital-3262	163	15	difficulty	difficulty	NOUN
ital-3262	163	16	.	.	PUNCT
ital-3262	164	1	therefore	therefore	ADV
ital-3262	164	2	,	,	PUNCT
ital-3262	164	3	most	most	ADJ
ital-3262	164	4	current	current	ADJ
ital-3262	164	5	research	research	NOUN
ital-3262	164	6	projects	project	NOUN
ital-3262	164	7	,	,	PUNCT
ital-3262	164	8	including	include	VERB
ital-3262	164	9	those	those	PRON
ital-3262	164	10	discussed	discuss	VERB
ital-3262	164	11	in	in	ADP
ital-3262	164	12	this	this	DET
ital-3262	164	13	paper	paper	NOUN
ital-3262	164	14	,	,	PUNCT
ital-3262	164	15	deal	deal	VERB
ital-3262	164	16	with	with	ADP
ital-3262	164	17	the	the	DET
ital-3262	164	18	understanding	understanding	NOUN
ital-3262	164	19	and	and	CCONJ
ital-3262	164	20	retrieval	retrieval	NOUN
ital-3262	164	21	of	of	ADP
ital-3262	164	22	lower	low	ADJ
ital-3262	164	23	-	-	PUNCT
ital-3262	164	24	level	level	NOUN
ital-3262	164	25	features	feature	NOUN
ital-3262	164	26	or	or	CCONJ
ital-3262	164	27	physical	physical	ADJ
ital-3262	164	28	features	feature	NOUN
ital-3262	164	29	of	of	ADP
ital-3262	164	30	multimedia	multimedia	NOUN
ital-3262	164	31	content	content	NOUN
ital-3262	164	32	.	.	PUNCT
ital-3262	165	1	certainly	certainly	ADV
ital-3262	165	2	,	,	PUNCT
ital-3262	165	3	as	as	ADP
ital-3262	165	4	related	relate	VERB
ital-3262	165	5	disciplines	discipline	NOUN
ital-3262	165	6	such	such	ADJ
ital-3262	165	7	as	as	ADP
ital-3262	165	8	computer	computer	NOUN
ital-3262	165	9	vision	vision	NOUN
ital-3262	165	10	and	and	CCONJ
ital-3262	165	11	artificial	artificial	ADJ
ital-3262	165	12	intelligence	intelligence	NOUN
ital-3262	165	13	keep	keep	VERB
ital-3262	165	14	developing	develop	VERB
ital-3262	165	15	,	,	PUNCT
ital-3262	165	16	more	more	ADJ
ital-3262	165	17	researches	research	NOUN
ital-3262	165	18	will	will	AUX
ital-3262	165	19	be	be	AUX
ital-3262	165	20	done	do	VERB
ital-3262	165	21	on	on	ADP
ital-3262	165	22	higher	high	ADJ
ital-3262	165	23	-	-	PUNCT
ital-3262	165	24	level	level	NOUN
ital-3262	165	25	feature	feature	NOUN
ital-3262	165	26	-	-	PUNCT
ital-3262	165	27	based	base	VERB
ital-3262	165	28	retrieval	retrieval	NOUN
ital-3262	165	29	.	.	PUNCT
ital-3262	166	1	in	in	ADP
ital-3262	166	2	addition	addition	NOUN
ital-3262	166	3	,	,	PUNCT
ital-3262	166	4	the	the	DET
ital-3262	166	5	growing	grow	VERB
ital-3262	166	6	varieties	variety	NOUN
ital-3262	166	7	of	of	ADP
ital-3262	166	8	multimedia	multimedia	NOUN
ital-3262	166	9	content	content	NOUN
ital-3262	166	10	in	in	ADP
ital-3262	166	11	digital	digital	ADJ
ital-3262	166	12	libraries	library	NOUN
ital-3262	166	13	have	have	AUX
ital-3262	166	14	also	also	ADV
ital-3262	166	15	brought	bring	VERB
ital-3262	166	16	many	many	ADJ
ital-3262	166	17	new	new	ADJ
ital-3262	166	18	challenges	challenge	NOUN
ital-3262	166	19	.	.	PUNCT
ital-3262	167	1	for	for	ADP
ital-3262	167	2	instance	instance	NOUN
ital-3262	167	3	,	,	PUNCT
ital-3262	167	4	3	3	NUM
ital-3262	167	5	-	-	PUNCT
ital-3262	167	6	d	d	NOUN
ital-3262	167	7	models	model	NOUN
ital-3262	167	8	now	now	ADV
ital-3262	167	9	become	become	VERB
ital-3262	167	10	important	important	ADJ
ital-3262	167	11	components	component	NOUN
ital-3262	167	12	of	of	ADP
ital-3262	167	13	many	many	ADJ
ital-3262	167	14	digital	digital	ADJ
ital-3262	167	15	libraries	library	NOUN
ital-3262	167	16	and	and	CCONJ
ital-3262	167	17	museums	museum	NOUN
ital-3262	167	18	.	.	PUNCT
ital-3262	168	1	content	content	NOUN
ital-3262	168	2	-	-	PUNCT
ital-3262	168	3	based	base	VERB
ital-3262	168	4	retrieval	retrieval	NOUN
ital-3262	168	5	technology	technology	NOUN
ital-3262	168	6	can	can	AUX
ital-3262	168	7	be	be	AUX
ital-3262	168	8	a	a	DET
ital-3262	168	9	good	good	ADJ
ital-3262	168	10	direction	direction	NOUN
ital-3262	168	11	for	for	ADP
ital-3262	168	12	this	this	DET
ital-3262	168	13	type	type	NOUN
ital-3262	168	14	of	of	ADP
ital-3262	168	15	content	content	NOUN
ital-3262	168	16	,	,	PUNCT
ital-3262	168	17	since	since	SCONJ
ital-3262	168	18	the	the	DET
ital-3262	168	19	shapes	shape	NOUN
ital-3262	168	20	of	of	ADP
ital-3262	168	21	these	these	DET
ital-3262	168	22	3	3	NUM
ital-3262	168	23	-	-	PUNCT
ital-3262	168	24	d	d	NOUN
ital-3262	168	25	objects	object	NOUN
ital-3262	168	26	are	be	AUX
ital-3262	168	27	often	often	ADV
ital-3262	168	28	found	find	VERB
ital-3262	168	29	more	more	ADV
ital-3262	168	30	effectively	effectively	ADV
ital-3262	168	31	if	if	SCONJ
ital-3262	168	32	the	the	DET
ital-3262	168	33	user	user	NOUN
ital-3262	168	34	can	can	AUX
ital-3262	168	35	compose	compose	VERB
ital-3262	168	36	the	the	DET
ital-3262	168	37	query	query	NOUN
ital-3262	168	38	visually	visually	ADV
ital-3262	168	39	.	.	PUNCT
ital-3262	169	1	new	new	ADJ
ital-3262	169	2	cbir	cbir	NOUN
ital-3262	169	3	approaches	approach	NOUN
ital-3262	169	4	need	need	VERB
ital-3262	169	5	to	to	PART
ital-3262	169	6	be	be	AUX
ital-3262	169	7	developed	develop	VERB
ital-3262	169	8	for	for	ADP
ital-3262	169	9	these	these	DET
ital-3262	169	10	novel	novel	ADJ
ital-3262	169	11	formats	format	NOUN
ital-3262	169	12	.	.	PUNCT
ital-3262	170	1	furthermore	furthermore	ADV
ital-3262	170	2	,	,	PUNCT
ital-3262	170	3	most	most	ADJ
ital-3262	170	4	cbir	cbir	NOUN
ital-3262	170	5	projects	project	NOUN
ital-3262	170	6	today	today	NOUN
ital-3262	170	7	tend	tend	VERB
ital-3262	170	8	to	to	PART
ital-3262	170	9	be	be	AUX
ital-3262	170	10	web	web	VERB
ital-3262	170	11	-	-	PUNCT
ital-3262	170	12	based	base	VERB
ital-3262	170	13	.	.	PUNCT
ital-3262	171	1	by	by	ADP
ital-3262	171	2	contrast	contrast	NOUN
ital-3262	171	3	,	,	PUNCT
ital-3262	171	4	many	many	ADJ
ital-3262	171	5	project	project	NOUN
ital-3262	171	6	were	be	AUX
ital-3262	171	7	based	base	VERB
ital-3262	171	8	on	on	ADP
ital-3262	171	9	client	client	NOUN
ital-3262	171	10	applications	application	NOUN
ital-3262	171	11	in	in	ADP
ital-3262	171	12	the	the	DET
ital-3262	171	13	1990s	1990s	NUM
ital-3262	171	14	.	.	PUNCT
ital-3262	172	1	these	these	DET
ital-3262	172	2	web	web	NOUN
ital-3262	172	3	-	-	PUNCT
ital-3262	172	4	based	base	VERB
ital-3262	172	5	cbir	cbir	NOUN
ital-3262	172	6	tools	tool	NOUN
ital-3262	172	7	will	will	AUX
ital-3262	172	8	have	have	VERB
ital-3262	172	9	significant	significant	ADJ
ital-3262	172	10	influence	influence	NOUN
ital-3262	172	11	on	on	ADP
ital-3262	172	12	digital	digital	ADJ
ital-3262	172	13	libraries	library	NOUN
ital-3262	172	14	or	or	CCONJ
ital-3262	172	15	repositories	repository	NOUN
ital-3262	172	16	,	,	PUNCT
ital-3262	172	17	as	as	SCONJ
ital-3262	172	18	most	most	ADJ
ital-3262	172	19	of	of	ADP
ital-3262	172	20	them	they	PRON
ital-3262	172	21	are	be	AUX
ital-3262	172	22	also	also	ADV
ital-3262	172	23	web	web	NOUN
ital-3262	172	24	-	-	PUNCT
ital-3262	172	25	based	base	VERB
ital-3262	172	26	.	.	PUNCT
ital-3262	173	1	particularly	particularly	ADV
ital-3262	173	2	in	in	ADP
ital-3262	173	3	the	the	DET
ital-3262	173	4	age	age	NOUN
ital-3262	173	5	of	of	ADP
ital-3262	173	6	web	web	NOUN
ital-3262	173	7	2.0	2.0	NUM
ital-3262	173	8	,	,	PUNCT
ital-3262	173	9	some	some	DET
ital-3262	173	10	large	large	ADJ
ital-3262	173	11	digital	digital	ADJ
ital-3262	173	12	repositories	repository	NOUN
ital-3262	173	13	—	—	PUNCT
ital-3262	173	14	such	such	ADJ
ital-3262	173	15	as	as	ADP
ital-3262	173	16	flickr	flickr	ADJ
ital-3262	173	17	for	for	ADP
ital-3262	173	18	images	image	NOUN
ital-3262	173	19	and	and	CCONJ
ital-3262	173	20	youtube	youtube	NOUN
ital-3262	173	21	and	and	CCONJ
ital-3262	173	22	google	google	PROPN
ital-3262	173	23	video	video	NOUN
ital-3262	173	24	for	for	ADP
ital-3262	173	25	video	video	NOUN
ital-3262	173	26	—	—	PUNCT
ital-3262	173	27	are	be	AUX
ital-3262	173	28	changing	change	VERB
ital-3262	173	29	people	people	NOUN
ital-3262	173	30	’s	’s	PART
ital-3262	173	31	daily	daily	ADJ
ital-3262	173	32	lives	live	VERB
ital-3262	173	33	.	.	PUNCT
ital-3262	174	1	the	the	DET
ital-3262	174	2	implementation	implementation	NOUN
ital-3262	174	3	of	of	ADP
ital-3262	174	4	cbir	cbir	NOUN
ital-3262	174	5	will	will	AUX
ital-3262	174	6	be	be	AUX
ital-3262	174	7	a	a	DET
ital-3262	174	8	great	great	ADJ
ital-3262	174	9	benefit	benefit	NOUN
ital-3262	174	10	to	to	ADP
ital-3262	174	11	millions	million	NOUN
ital-3262	174	12	of	of	ADP
ital-3262	174	13	users	user	NOUN
ital-3262	174	14	.	.	PUNCT
ital-3262	175	1	since	since	SCONJ
ital-3262	175	2	the	the	DET
ital-3262	175	3	nature	nature	NOUN
ital-3262	175	4	of	of	ADP
ital-3262	175	5	cbir	cbir	NOUN
ital-3262	175	6	is	be	AUX
ital-3262	175	7	to	to	PART
ital-3262	175	8	provide	provide	VERB
ital-3262	175	9	better	well	ADJ
ital-3262	175	10	search	search	NOUN
ital-3262	175	11	aids	aid	NOUN
ital-3262	175	12	to	to	PART
ital-3262	175	13	end	end	VERB
ital-3262	175	14	users	user	NOUN
ital-3262	175	15	,	,	PUNCT
ital-3262	175	16	it	it	PRON
ital-3262	175	17	is	be	AUX
ital-3262	175	18	extremely	extremely	ADV
ital-3262	175	19	important	important	ADJ
ital-3262	175	20	to	to	PART
ital-3262	175	21	focus	focus	VERB
ital-3262	175	22	on	on	ADP
ital-3262	175	23	the	the	DET
ital-3262	175	24	actual	actual	ADJ
ital-3262	175	25	user	user	NOUN
ital-3262	175	26	’s	’s	PART
ital-3262	175	27	needs	need	NOUN
ital-3262	175	28	and	and	CCONJ
ital-3262	175	29	how	how	SCONJ
ital-3262	175	30	well	well	ADV
ital-3262	175	31	the	the	DET
ital-3262	175	32	user	user	NOUN
ital-3262	175	33	can	can	AUX
ital-3262	175	34	use	use	VERB
ital-3262	175	35	these	these	DET
ital-3262	175	36	new	new	ADJ
ital-3262	175	37	search	search	NOUN
ital-3262	175	38	tools	tool	NOUN
ital-3262	175	39	.	.	PUNCT
ital-3262	176	1	it	it	PRON
ital-3262	176	2	is	be	AUX
ital-3262	176	3	surprising	surprising	ADJ
ital-3262	176	4	to	to	PART
ital-3262	176	5	find	find	VERB
ital-3262	176	6	that	that	SCONJ
ital-3262	176	7	little	little	ADJ
ital-3262	176	8	usability	usability	NOUN
ital-3262	176	9	testing	testing	NOUN
ital-3262	176	10	has	have	AUX
ital-3262	176	11	been	be	AUX
ital-3262	176	12	done	do	VERB
ital-3262	176	13	for	for	ADP
ital-3262	176	14	most	most	ADJ
ital-3262	176	15	cbir	cbir	NOUN
ital-3262	176	16	projects	project	NOUN
ital-3262	176	17	.	.	PUNCT
ital-3262	177	1	such	such	ADJ
ital-3262	177	2	testing	testing	NOUN
ital-3262	177	3	should	should	AUX
ital-3262	177	4	be	be	AUX
ital-3262	177	5	incorporated	incorporate	VERB
ital-3262	177	6	into	into	ADP
ital-3262	177	7	future	future	ADJ
ital-3262	177	8	cbir	cbir	NOUN
ital-3262	177	9	research	research	NOUN
ital-3262	177	10	before	before	SCONJ
ital-3262	177	11	it	it	PRON
ital-3262	177	12	is	be	AUX
ital-3262	177	13	widely	widely	ADV
ital-3262	177	14	adopted	adopt	VERB
ital-3262	177	15	.	.	PUNCT
ital-3262	178	1	bibliography	bibliography	NOUN
ital-3262	178	2	bimbo	bimbo	PROPN
ital-3262	178	3	,	,	PUNCT
ital-3262	178	4	a.	a.	NOUN
ital-3262	178	5	and	and	CCONJ
ital-3262	178	6	p.	p.	PROPN
ital-3262	178	7	pala	pala	NOUN
ital-3262	178	8	.	.	PUNCT
ital-3262	179	1	2006	2006	NUM
ital-3262	179	2	.	.	PUNCT
ital-3262	180	1	content	content	NOUN
ital-3262	180	2	-	-	PUNCT
ital-3262	180	3	based	base	VERB
ital-3262	180	4	retrieval	retrieval	NOUN
ital-3262	180	5	of	of	ADP
ital-3262	180	6	3	3	NUM
ital-3262	180	7	-	-	PUNCT
ital-3262	180	8	d	d	NOUN
ital-3262	180	9	models	model	NOUN
ital-3262	180	10	.	.	PUNCT
ital-3262	181	1	acm	acm	NOUN
ital-3262	181	2	transactions	transaction	NOUN
ital-3262	181	3	on	on	ADP
ital-3262	181	4	multimedia	multimedia	NOUN
ital-3262	181	5	computing	computing	NOUN
ital-3262	181	6	,	,	PUNCT
ital-3262	181	7	communications	communication	NOUN
ital-3262	181	8	,	,	PUNCT
ital-3262	181	9	and	and	CCONJ
ital-3262	181	10	applications	application	NOUN
ital-3262	181	11	2	2	NUM
ital-3262	181	12	,	,	PUNCT
ital-3262	181	13	no	no	NOUN
ital-3262	181	14	.	.	NOUN
ital-3262	181	15	1	1	NUM
ital-3262	181	16	:	:	SYM
ital-3262	181	17	20–43	20–43	NUM
ital-3262	181	18	.	.	PROPN
ital-3262	181	19	bustos	bustos	PROPN
ital-3262	181	20	,	,	PUNCT
ital-3262	181	21	b.	b.	PROPN
ital-3262	181	22	,	,	PUNCT
ital-3262	181	23	et	et	PROPN
ital-3262	181	24	al	al	PROPN
ital-3262	181	25	.	.	PROPN
ital-3262	181	26	2005	2005	NUM
ital-3262	181	27	.	.	PUNCT
ital-3262	182	1	feature	feature	NOUN
ital-3262	182	2	-	-	PUNCT
ital-3262	182	3	based	base	VERB
ital-3262	182	4	similarity	similarity	NOUN
ital-3262	182	5	search	search	NOUN
ital-3262	182	6	in	in	ADP
ital-3262	182	7	3	3	NUM
ital-3262	182	8	-	-	PUNCT
ital-3262	182	9	d	d	NOUN
ital-3262	182	10	object	object	NOUN
ital-3262	182	11	databases	database	NOUN
ital-3262	182	12	.	.	PUNCT
ital-3262	183	1	acm	acm	NOUN
ital-3262	183	2	computing	computing	NOUN
ital-3262	183	3	surveys	surveys	PROPN
ital-3262	183	4	37	37	NUM
ital-3262	183	5	,	,	PUNCT
ital-3262	183	6	no	no	INTJ
ital-3262	183	7	.	.	NOUN
ital-3262	183	8	4	4	NUM
ital-3262	183	9	:	:	SYM
ital-3262	183	10	345–387	345–387	NUM
ital-3262	183	11	.	.	PUNCT
ital-3262	184	1	chang	chang	PROPN
ital-3262	184	2	,	,	PUNCT
ital-3262	184	3	s.	s.	PROPN
ital-3262	184	4	,	,	PUNCT
ital-3262	184	5	et	et	PROPN
ital-3262	184	6	al	al	PROPN
ital-3262	184	7	.	.	PUNCT
ital-3262	184	8	1997	1997	NUM
ital-3262	184	9	)	)	PUNCT
ital-3262	184	10	.	.	PUNCT
ital-3262	185	1	videoq	videoq	NOUN
ital-3262	185	2	:	:	PUNCT
ital-3262	185	3	an	an	DET
ital-3262	185	4	automated	automate	VERB
ital-3262	185	5	content	content	NOUN
ital-3262	185	6	based	base	VERB
ital-3262	185	7	video	video	NOUN
ital-3262	185	8	search	search	NOUN
ital-3262	185	9	system	system	NOUN
ital-3262	185	10	using	use	VERB
ital-3262	185	11	visual	visual	ADJ
ital-3262	185	12	cues	cue	NOUN
ital-3262	185	13	.	.	PUNCT
ital-3262	186	1	in	in	ADP
ital-3262	186	2	proceedings	proceeding	NOUN
ital-3262	186	3	of	of	ADP
ital-3262	186	4	the	the	DET
ital-3262	186	5	5th	5th	ADJ
ital-3262	186	6	acm	acm	NOUN
ital-3262	186	7	international	international	ADJ
ital-3262	186	8	conference	conference	NOUN
ital-3262	186	9	on	on	ADP
ital-3262	186	10	multimedia	multimedia	NOUN
ital-3262	186	11	,	,	PUNCT
ital-3262	186	12	e.	e.	PROPN
ital-3262	186	13	p.	p.	PROPN
ital-3262	186	14	glinert	glinert	PROPN
ital-3262	186	15	,	,	PUNCT
ital-3262	186	16	et	et	PROPN
ital-3262	186	17	al	al	PROPN
ital-3262	186	18	.	.	PROPN
ital-3262	186	19	,	,	PUNCT
ital-3262	186	20	eds	eds	PROPN
ital-3262	186	21	.	.	PUNCT
ital-3262	187	1	new	new	PROPN
ital-3262	187	2	york	york	PROPN
ital-3262	187	3	:	:	PUNCT
ital-3262	187	4	acm	acm	PROPN
ital-3262	187	5	.	.	PUNCT
ital-3262	188	1	datta	datta	PROPN
ital-3262	188	2	r.	r.	PROPN
ital-3262	188	3	,	,	PUNCT
ital-3262	188	4	et	et	PROPN
ital-3262	188	5	al	al	PROPN
ital-3262	188	6	.	.	PROPN
ital-3262	188	7	2005	2005	NUM
ital-3262	188	8	.	.	PUNCT
ital-3262	189	1	content	content	NOUN
ital-3262	189	2	-	-	PUNCT
ital-3262	189	3	based	base	VERB
ital-3262	189	4	image	image	NOUN
ital-3262	189	5	retrieval	retrieval	NOUN
ital-3262	189	6	:	:	PUNCT
ital-3262	189	7	approaches	approach	NOUN
ital-3262	189	8	and	and	CCONJ
ital-3262	189	9	trends	trend	NOUN
ital-3262	189	10	of	of	ADP
ital-3262	189	11	the	the	DET
ital-3262	189	12	new	new	ADJ
ital-3262	189	13	age	age	NOUN
ital-3262	189	14	.	.	PUNCT
ital-3262	190	1	in	in	ADP
ital-3262	190	2	proceedings	proceeding	NOUN
ital-3262	190	3	of	of	ADP
ital-3262	190	4	the	the	DET
ital-3262	190	5	7th	7th	ADJ
ital-3262	190	6	international	international	ADJ
ital-3262	190	7	workshop	workshop	NOUN
ital-3262	190	8	on	on	ADP
ital-3262	190	9	multimedia	multimedia	ADJ
ital-3262	190	10	information	information	NOUN
ital-3262	190	11	retrieval	retrieval	NOUN
ital-3262	190	12	,	,	PUNCT
ital-3262	190	13	in	in	ADP
ital-3262	190	14	conjunction	conjunction	NOUN
ital-3262	190	15	with	with	ADP
ital-3262	190	16	acm	acm	PROPN
ital-3262	190	17	international	international	ADJ
ital-3262	190	18	conference	conference	NOUN
ital-3262	190	19	on	on	ADP
ital-3262	190	20	multimedia	multimedia	NOUN
ital-3262	190	21	,	,	PUNCT
ital-3262	190	22	h.	h.	PROPN
ital-3262	190	23	zhang	zhang	PROPN
ital-3262	190	24	,	,	PUNCT
ital-3262	190	25	,	,	PUNCT
ital-3262	190	26	j.	j.	PROPN
ital-3262	190	27	smith	smith	PROPN
ital-3262	190	28	,	,	PUNCT
ital-3262	190	29	and	and	CCONJ
ital-3262	190	30	q.	q.	PROPN
ital-3262	190	31	tian	tian	PROPN
ital-3262	190	32	,	,	PUNCT
ital-3262	190	33	eds	ed	NOUN
ital-3262	190	34	.	.	PUNCT
ital-3262	191	1	new	new	PROPN
ital-3262	191	2	york	york	PROPN
ital-3262	191	3	:	:	PUNCT
ital-3262	191	4	acm	acm	PROPN
ital-3262	191	5	.	.	PUNCT
ital-3262	192	1	ellis	ellis	PROPN
ital-3262	192	2	,	,	PUNCT
ital-3262	192	3	d.	d.	PROPN
ital-3262	192	4	and	and	CCONJ
ital-3262	192	5	k.	k.	PROPN
ital-3262	192	6	lee	lee	PROPN
ital-3262	192	7	.	.	PUNCT
ital-3262	193	1	minimal	minimal	ADJ
ital-3262	193	2	-	-	PUNCT
ital-3262	193	3	impact	impact	NOUN
ital-3262	193	4	audio	audio	NOUN
ital-3262	193	5	-	-	PUNCT
ital-3262	193	6	based	base	VERB
ital-3262	193	7	personal	personal	ADJ
ital-3262	193	8	archives	archive	NOUN
ital-3262	193	9	.	.	PUNCT
ital-3262	194	1	in	in	ADP
ital-3262	194	2	proceedings	proceeding	NOUN
ital-3262	194	3	of	of	ADP
ital-3262	194	4	the	the	DET
ital-3262	194	5	1st	1st	ADJ
ital-3262	194	6	acm	acm	NOUN
ital-3262	194	7	workshop	workshop	NOUN
ital-3262	194	8	on	on	ADP
ital-3262	194	9	continuous	continuous	ADJ
ital-3262	194	10	archival	archival	NOUN
ital-3262	194	11	and	and	CCONJ
ital-3262	194	12	retrieval	retrieval	NOUN
ital-3262	194	13	of	of	ADP
ital-3262	194	14	personal	personal	ADJ
ital-3262	194	15	experiences	experience	NOUN
ital-3262	194	16	carpe	carpe	PROPN
ital-3262	194	17	,	,	PUNCT
ital-3262	194	18	j.	j.	PROPN
ital-3262	194	19	gemmell	gemmell	PROPN
ital-3262	194	20	,	,	PUNCT
ital-3262	194	21	et	et	PROPN
ital-3262	194	22	al	al	PROPN
ital-3262	194	23	.	.	PROPN
ital-3262	194	24	,	,	PUNCT
ital-3262	194	25	eds	eds	PROPN
ital-3262	194	26	.	.	PUNCT
ital-3262	195	1	new	new	PROPN
ital-3262	195	2	york	york	PROPN
ital-3262	195	3	:	:	PUNCT
ital-3262	195	4	acm	acm	PROPN
ital-3262	195	5	.	.	PUNCT
ital-3262	195	6	li	li	PROPN
ital-3262	195	7	,	,	PUNCT
ital-3262	195	8	t.	t.	PROPN
ital-3262	195	9	,	,	PUNCT
ital-3262	195	10	et	et	PROPN
ital-3262	195	11	al	al	PROPN
ital-3262	195	12	.	.	PROPN
ital-3262	195	13	2003	2003	NUM
ital-3262	195	14	.	.	PUNCT
ital-3262	196	1	a	a	DET
ital-3262	196	2	comparative	comparative	ADJ
ital-3262	196	3	study	study	NOUN
ital-3262	196	4	on	on	ADP
ital-3262	196	5	content	content	NOUN
ital-3262	196	6	-	-	PUNCT
ital-3262	196	7	based	base	VERB
ital-3262	196	8	music	music	NOUN
ital-3262	196	9	genre	genre	NOUN
ital-3262	196	10	classification	classification	NOUN
ital-3262	196	11	.	.	PUNCT
ital-3262	197	1	in	in	ADP
ital-3262	197	2	proceedings	proceeding	NOUN
ital-3262	197	3	of	of	ADP
ital-3262	197	4	the	the	DET
ital-3262	197	5	26th	26th	ADJ
ital-3262	197	6	annual	annual	ADJ
ital-3262	197	7	international	international	ADJ
ital-3262	197	8	acm	acm	NOUN
ital-3262	197	9	sigir	sigir	PROPN
ital-3262	197	10	conference	conference	NOUN
ital-3262	197	11	on	on	ADP
ital-3262	197	12	research	research	NOUN
ital-3262	197	13	and	and	CCONJ
ital-3262	197	14	development	development	NOUN
ital-3262	197	15	in	in	ADP
ital-3262	197	16	information	information	NOUN
ital-3262	197	17	retrieval	retrieval	NOUN
ital-3262	197	18	,	,	PUNCT
ital-3262	197	19	c.	c.	PROPN
ital-3262	197	20	clarke	clarke	PROPN
ital-3262	197	21	,	,	PUNCT
ital-3262	197	22	et	et	PROPN
ital-3262	197	23	al	al	PROPN
ital-3262	197	24	.	.	PROPN
ital-3262	197	25	,	,	PUNCT
ital-3262	197	26	eds	eds	PROPN
ital-3262	197	27	.	.	PUNCT
ital-3262	198	1	new	new	PROPN
ital-3262	198	2	york	york	PROPN
ital-3262	198	3	:	:	PUNCT
ital-3262	198	4	acm	acm	PROPN
ital-3262	198	5	.	.	PUNCT
ital-3262	199	1	li	li	PROPN
ital-3262	199	2	,	,	PUNCT
ital-3262	199	3	j.	j.	PROPN
ital-3262	199	4	and	and	CCONJ
ital-3262	199	5	j.	j.	PROPN
ital-3262	199	6	wang	wang	PROPN
ital-3262	199	7	,	,	PUNCT
ital-3262	199	8	j.	j.	PROPN
ital-3262	199	9	2006	2006	NUM
ital-3262	199	10	.	.	PUNCT
ital-3262	200	1	real	real	ADJ
ital-3262	200	2	-	-	PUNCT
ital-3262	200	3	time	time	NOUN
ital-3262	200	4	computerized	computerized	ADJ
ital-3262	200	5	annotation	annotation	NOUN
ital-3262	200	6	of	of	ADP
ital-3262	200	7	pictures	picture	NOUN
ital-3262	200	8	.	.	PUNCT
ital-3262	201	1	in	in	ADP
ital-3262	201	2	proceedings	proceeding	NOUN
ital-3262	201	3	of	of	ADP
ital-3262	201	4	the	the	DET
ital-3262	201	5	14th	14th	ADJ
ital-3262	201	6	annual	annual	ADJ
ital-3262	201	7	acm	acm	NOUN
ital-3262	201	8	international	international	ADJ
ital-3262	201	9	article	article	NOUN
ital-3262	201	10	title	title	NOUN
ital-3262	201	11	|	|	NOUN
ital-3262	201	12	author	author	NOUN
ital-3262	201	13	47content	47content	PROPN
ital-3262	201	14	-	-	PUNCT
ital-3262	201	15	based	base	VERB
ital-3262	201	16	information	information	NOUN
ital-3262	201	17	retrieval	retrieval	NOUN
ital-3262	201	18	and	and	CCONJ
ital-3262	201	19	digital	digital	ADJ
ital-3262	201	20	libraries	library	NOUN
ital-3262	201	21	|	|	NOUN
ital-3262	201	22	wan	wan	PROPN
ital-3262	201	23	and	and	CCONJ
ital-3262	201	24	liu	liu	PROPN
ital-3262	201	25	47	47	NUM
ital-3262	201	26	conference	conference	NOUN
ital-3262	201	27	on	on	ADP
ital-3262	201	28	multimedia	multimedia	NOUN
ital-3262	201	29	,	,	PUNCT
ital-3262	201	30	k.	k.	PROPN
ital-3262	201	31	nahrstedt	nahrstedt	PROPN
ital-3262	201	32	,	,	PUNCT
ital-3262	201	33	et	et	PROPN
ital-3262	201	34	al	al	PROPN
ital-3262	201	35	.	.	PROPN
ital-3262	201	36	,	,	PUNCT
ital-3262	201	37	eds	eds	PROPN
ital-3262	201	38	.	.	PUNCT
ital-3262	202	1	new	new	PROPN
ital-3262	202	2	york	york	PROPN
ital-3262	202	3	:	:	PUNCT
ital-3262	202	4	acm	acm	PROPN
ital-3262	202	5	.	.	PUNCT
ital-3262	203	1	marques	marques	ADV
ital-3262	203	2	,	,	PUNCT
ital-3262	203	3	o.	o.	PROPN
ital-3262	203	4	and	and	CCONJ
ital-3262	203	5	b.	b.	PROPN
ital-3262	203	6	furht	furht	NOUN
ital-3262	203	7	.	.	PUNCT
ital-3262	204	1	2002	2002	NUM
ital-3262	204	2	.	.	PUNCT
ital-3262	205	1	content	content	NOUN
ital-3262	205	2	-	-	PUNCT
ital-3262	205	3	based	base	VERB
ital-3262	205	4	image	image	NOUN
ital-3262	205	5	and	and	CCONJ
ital-3262	205	6	video	video	NOUN
ital-3262	205	7	retrieval	retrieval	NOUN
ital-3262	205	8	.	.	PUNCT
ital-3262	206	1	norwell	norwell	PROPN
ital-3262	206	2	,	,	PUNCT
ital-3262	206	3	mass	mass	NOUN
ital-3262	206	4	:	:	PUNCT
ital-3262	206	5	kluwer	kluwer	NOUN
ital-3262	206	6	.	.	PUNCT
ital-3262	207	1	moustakas	moustakas	PROPN
ital-3262	207	2	,	,	PUNCT
ital-3262	207	3	k.	k.	PROPN
ital-3262	207	4	,	,	PUNCT
ital-3262	207	5	et	et	PROPN
ital-3262	207	6	al	al	PROPN
ital-3262	207	7	.	.	PROPN
ital-3262	207	8	2005	2005	NUM
ital-3262	207	9	.	.	PUNCT
ital-3262	208	1	master	master	NOUN
ital-3262	208	2	-	-	PUNCT
ital-3262	208	3	piece	piece	PROPN
ital-3262	208	4	:	:	PUNCT
ital-3262	208	5	a	a	DET
ital-3262	208	6	multimodal	multimodal	NOUN
ital-3262	208	7	(	(	PUNCT
ital-3262	208	8	gesture+speech	gesture+speech	PROPN
ital-3262	208	9	)	)	PUNCT
ital-3262	208	10	interface	interface	NOUN
ital-3262	208	11	for	for	ADP
ital-3262	208	12	3d	3d	PROPN
ital-3262	208	13	model	model	NOUN
ital-3262	208	14	search	search	NOUN
ital-3262	208	15	and	and	CCONJ
ital-3262	208	16	retrieval	retrieval	NOUN
ital-3262	208	17	integrated	integrate	VERB
ital-3262	208	18	in	in	ADP
ital-3262	208	19	a	a	DET
ital-3262	208	20	virtual	virtual	ADJ
ital-3262	208	21	assembly	assembly	NOUN
ital-3262	208	22	application	application	NOUN
ital-3262	208	23	.	.	PUNCT
ital-3262	209	1	proceedings	proceeding	NOUN
ital-3262	209	2	of	of	ADP
ital-3262	209	3	the	the	DET
ital-3262	209	4	enterface	enterface	NOUN
ital-3262	209	5	:	:	PUNCT
ital-3262	209	6	62–75	62–75	X
ital-3262	209	7	.	.	PUNCT
ital-3262	209	8	wang	wang	PROPN
ital-3262	209	9	,	,	PUNCT
ital-3262	209	10	j.	j.	PROPN
ital-3262	209	11	,	,	PUNCT
ital-3262	209	12	et	et	PROPN
ital-3262	209	13	al	al	PROPN
ital-3262	209	14	.	.	PROPN
ital-3262	209	15	2001	2001	NUM
ital-3262	209	16	.	.	PUNCT
ital-3262	210	1	simplicity	simplicity	NOUN
ital-3262	210	2	:	:	PUNCT
ital-3262	210	3	semantics	semantic	NOUN
ital-3262	210	4	-	-	PUNCT
ital-3262	210	5	sensitive	sensitive	ADJ
ital-3262	210	6	integrated	integrate	VERB
ital-3262	210	7	matching	matching	NOUN
ital-3262	210	8	for	for	ADP
ital-3262	210	9	picture	picture	NOUN
ital-3262	210	10	libraries	library	NOUN
ital-3262	210	11	.	.	PUNCT
ital-3262	211	1	ieee	ieee	PROPN
ital-3262	211	2	trans	trans	PROPN
ital-3262	211	3	.	.	PUNCT
ital-3262	212	1	pattern	pattern	NOUN
ital-3262	212	2	analysis	analysis	NOUN
ital-3262	212	3	and	and	CCONJ
ital-3262	212	4	machine	machine	NOUN
ital-3262	212	5	intelligence	intelligence	NOUN
ital-3262	212	6	23	23	NUM
ital-3262	212	7	,	,	PUNCT
ital-3262	212	8	no	no	INTJ
ital-3262	212	9	.	.	NOUN
ital-3262	212	10	9	9	NUM
ital-3262	212	11	:	:	SYM
ital-3262	212	12	947–963	947–963	NUM
ital-3262	212	13	.	.	PUNCT
ital-3262	212	14	wang	wang	PROPN
ital-3262	212	15	,	,	PUNCT
ital-3262	212	16	z.	z.	PROPN
ital-3262	212	17	,	,	PUNCT
ital-3262	212	18	et	et	PROPN
ital-3262	212	19	al	al	PROPN
ital-3262	212	20	.	.	PROPN
ital-3262	212	21	2006	2006	NUM
ital-3262	212	22	.	.	PUNCT
ital-3262	213	1	vferret	vferret	VERB
ital-3262	213	2	:	:	PUNCT
ital-3262	213	3	content	content	NOUN
ital-3262	213	4	-	-	PUNCT
ital-3262	213	5	based	base	VERB
ital-3262	213	6	similarity	similarity	NOUN
ital-3262	213	7	search	search	NOUN
ital-3262	213	8	tool	tool	NOUN
ital-3262	213	9	for	for	ADP
ital-3262	213	10	continuous	continuous	ADJ
ital-3262	213	11	archived	archive	VERB
ital-3262	213	12	video	video	NOUN
ital-3262	213	13	.	.	PUNCT
ital-3262	214	1	in	in	ADP
ital-3262	214	2	proceedings	proceeding	NOUN
ital-3262	214	3	of	of	ADP
ital-3262	214	4	the	the	DET
ital-3262	214	5	3rd	3rd	ADJ
ital-3262	214	6	acm	acm	NOUN
ital-3262	214	7	workshop	workshop	NOUN
ital-3262	214	8	on	on	ADP
ital-3262	214	9	continuous	continuous	ADJ
ital-3262	214	10	archival	archival	NOUN
ital-3262	214	11	and	and	CCONJ
ital-3262	214	12	retrival	retrival	NOUN
ital-3262	214	13	of	of	ADP
ital-3262	214	14	personal	personal	ADJ
ital-3262	214	15	experiences	experience	NOUN
ital-3262	214	16	,	,	PUNCT
ital-3262	214	17	k.	k.	NOUN
ital-3262	214	18	maze	maze	PROPN
ital-3262	214	19	et	et	PROPN
ital-3262	215	1	al	al	PROPN
ital-3262	215	2	.	.	PROPN
ital-3262	215	3	,	,	PUNCT
ital-3262	215	4	eds	eds	PROPN
ital-3262	215	5	.	.	PUNCT
ital-3262	216	1	new	new	PROPN
ital-3262	216	2	york	york	PROPN
ital-3262	216	3	:	:	PUNCT
ital-3262	216	4	acm	acm	PROPN
ital-3262	216	5	.	.	PUNCT
ital-3262	217	1	wold	wold	PROPN
ital-3262	217	2	,	,	PUNCT
ital-3262	217	3	e.	e.	PROPN
ital-3262	217	4	,	,	PUNCT
ital-3262	217	5	et	et	PROPN
ital-3262	217	6	al	al	PROPN
ital-3262	217	7	.	.	PROPN
ital-3262	217	8	1996	1996	NUM
ital-3262	217	9	.	.	PUNCT
ital-3262	218	1	content	content	NOUN
ital-3262	218	2	-	-	PUNCT
ital-3262	218	3	based	base	VERB
ital-3262	218	4	classification	classification	NOUN
ital-3262	218	5	,	,	PUNCT
ital-3262	218	6	search	search	NOUN
ital-3262	218	7	,	,	PUNCT
ital-3262	218	8	and	and	CCONJ
ital-3262	218	9	retrieval	retrieval	NOUN
ital-3262	218	10	of	of	ADP
ital-3262	218	11	audio	audio	NOUN
ital-3262	218	12	.	.	PUNCT
ital-3262	219	1	ieee	ieee	PROPN
ital-3262	219	2	multimedia	multimedia	PROPN
ital-3262	219	3	3	3	NUM
ital-3262	219	4	,	,	PUNCT
ital-3262	219	5	no	no	NOUN
ital-3262	219	6	.	.	NOUN
ital-3262	219	7	3	3	NUM
ital-3262	219	8	:	:	SYM
ital-3262	219	9	27–36	27–36	NUM
ital-3262	219	10	.	.	PUNCT
ital-3262	220	1	zhang	zhang	PROPN
ital-3262	220	2	,	,	PUNCT
ital-3262	220	3	t.	t.	PROPN
ital-3262	220	4	and	and	CCONJ
ital-3262	220	5	c.	c.	PROPN
ital-3262	220	6	kuo	kuo	PROPN
ital-3262	220	7	.	.	PUNCT
ital-3262	221	1	2001	2001	NUM
ital-3262	221	2	.	.	PUNCT
ital-3262	222	1	content	content	NOUN
ital-3262	222	2	-	-	PUNCT
ital-3262	222	3	based	base	VERB
ital-3262	222	4	audio	audio	ADJ
ital-3262	222	5	classification	classification	NOUN
ital-3262	222	6	and	and	CCONJ
ital-3262	222	7	retrieval	retrieval	NOUN
ital-3262	222	8	for	for	ADP
ital-3262	222	9	audiovisual	audiovisual	ADJ
ital-3262	222	10	data	datum	NOUN
ital-3262	222	11	parsing	parse	VERB
ital-3262	222	12	.	.	PUNCT
ital-3262	223	1	norwell	norwell	PROPN
ital-3262	223	2	,	,	PUNCT
ital-3262	223	3	mass	mass	PROPN
ital-3262	223	4	.	.	PUNCT
ital-3262	223	5	:	:	PUNCT
ital-3262	223	6	kluwer	kluwer	NOUN
ital-3262	223	7	.	.	PUNCT
ital-3262	224	1	lita	lita	PROPN
ital-3262	224	2	national	national	PROPN
ital-3262	224	3	forum	forum	PROPN
ital-3262	224	4	cover	cover	VERB
ital-3262	224	5	2	2	NUM
ital-3262	224	6	lita	lita	NOUN
ital-3262	224	7	guides	guide	NOUN
ital-3262	224	8	cover	cover	VERB
ital-3262	224	9	3	3	NUM
ital-3262	224	10	lita	lita	NOUN
ital-3262	224	11	workshops	workshop	NOUN
ital-3262	224	12	cover	cover	VERB
ital-3262	224	13	4	4	NUM
ital-3262	224	14	index	index	NOUN
ital-3262	224	15	to	to	ADP
ital-3262	224	16	advertisers	advertiser	NOUN
ital-3262	224	17	statement	statement	NOUN
ital-3262	224	18	of	of	ADP
ital-3262	224	19	ownership	ownership	NOUN
ital-3262	224	20	,	,	PUNCT
ital-3262	224	21	management	management	NOUN
ital-3262	224	22	,	,	PUNCT
ital-3262	224	23	and	and	CCONJ
ital-3262	224	24	circulation	circulation	NOUN
ital-3262	224	25	information	information	NOUN
ital-3262	224	26	technology	technology	NOUN
ital-3262	224	27	and	and	CCONJ
ital-3262	224	28	libraries	library	NOUN
ital-3262	224	29	,	,	PUNCT
ital-3262	224	30	publication	publication	NOUN
ital-3262	224	31	no	no	NOUN
ital-3262	224	32	.	.	NOUN
ital-3262	224	33	280	280	NUM
ital-3262	224	34	-	-	SYM
ital-3262	224	35	800	800	NUM
ital-3262	224	36	,	,	PUNCT
ital-3262	224	37	is	be	AUX
ital-3262	224	38	published	publish	VERB
ital-3262	224	39	quarterly	quarterly	ADV
ital-3262	224	40	in	in	ADP
ital-3262	224	41	march	march	PROPN
ital-3262	224	42	,	,	PUNCT
ital-3262	224	43	june	june	PROPN
ital-3262	224	44	,	,	PUNCT
ital-3262	224	45	september	september	PROPN
ital-3262	224	46	,	,	PUNCT
ital-3262	224	47	and	and	CCONJ
ital-3262	224	48	december	december	PROPN
ital-3262	224	49	by	by	ADP
ital-3262	224	50	the	the	DET
ital-3262	224	51	library	library	NOUN
ital-3262	224	52	information	information	NOUN
ital-3262	224	53	and	and	CCONJ
ital-3262	224	54	technology	technology	NOUN
ital-3262	224	55	association	association	NOUN
ital-3262	224	56	,	,	PUNCT
ital-3262	224	57	american	american	PROPN
ital-3262	224	58	library	library	PROPN
ital-3262	224	59	association	association	PROPN
ital-3262	224	60	,	,	PUNCT
ital-3262	224	61	50	50	NUM
ital-3262	224	62	e.	e.	PROPN
ital-3262	224	63	huron	huron	PROPN
ital-3262	224	64	st	st	PROPN
ital-3262	224	65	.	.	PROPN
ital-3262	224	66	,	,	PUNCT
ital-3262	224	67	chicago	chicago	PROPN
ital-3262	224	68	,	,	PUNCT
ital-3262	224	69	illinois	illinois	PROPN
ital-3262	224	70	60611	60611	NUM
ital-3262	224	71	-	-	SYM
ital-3262	224	72	2795	2795	NUM
ital-3262	224	73	.	.	PUNCT
ital-3262	225	1	editor	editor	NOUN
ital-3262	225	2	:	:	PUNCT
ital-3262	225	3	john	john	PROPN
ital-3262	225	4	webb	webb	PROPN
ital-3262	225	5	,	,	PUNCT
ital-3262	225	6	librarian	librarian	ADJ
ital-3262	225	7	emeritus	emeritus	NOUN
ital-3262	225	8	,	,	PUNCT
ital-3262	225	9	washington	washington	PROPN
ital-3262	225	10	state	state	PROPN
ital-3262	225	11	university	university	PROPN
ital-3262	225	12	libraries	library	NOUN
ital-3262	225	13	,	,	PUNCT
ital-3262	225	14	pullman	pullman	NOUN
ital-3262	225	15	,	,	PUNCT
ital-3262	225	16	wa	wa	PROPN
ital-3262	225	17	99164	99164	NUM
ital-3262	225	18	-	-	SYM
ital-3262	225	19	5610	5610	NUM
ital-3262	225	20	.	.	PUNCT
ital-3262	226	1	annual	annual	ADJ
ital-3262	226	2	subscription	subscription	NOUN
ital-3262	226	3	price	price	NOUN
ital-3262	226	4	,	,	PUNCT
ital-3262	226	5	$	$	SYM
ital-3262	226	6	55	55	NUM
ital-3262	226	7	.	.	PUNCT
ital-3262	226	8	printed	print	VERB
ital-3262	226	9	in	in	ADP
ital-3262	226	10	u.s.a	u.s.a	NOUN
ital-3262	226	11	.	.	PUNCT
ital-3262	227	1	with	with	ADP
ital-3262	227	2	periodical	periodical	ADJ
ital-3262	227	3	-	-	PUNCT
ital-3262	227	4	class	class	NOUN
ital-3262	227	5	postage	postage	NOUN
ital-3262	227	6	paid	pay	VERB
ital-3262	227	7	at	at	ADP
ital-3262	227	8	chicago	chicago	PROPN
ital-3262	227	9	,	,	PUNCT
ital-3262	227	10	illinois	illinois	PROPN
ital-3262	227	11	,	,	PUNCT
ital-3262	227	12	and	and	CCONJ
ital-3262	227	13	other	other	ADJ
ital-3262	227	14	locations	location	NOUN
ital-3262	227	15	.	.	PUNCT
ital-3262	228	1	as	as	SCONJ
ital-3262	228	2	a	a	DET
ital-3262	228	3	nonprofit	nonprofit	ADJ
ital-3262	228	4	organization	organization	NOUN
ital-3262	228	5	authorized	authorize	VERB
ital-3262	228	6	to	to	PART
ital-3262	228	7	mail	mail	VERB
ital-3262	228	8	at	at	ADP
ital-3262	228	9	special	special	ADJ
ital-3262	228	10	rates	rate	NOUN
ital-3262	228	11	(	(	PUNCT
ital-3262	228	12	dmm	dmm	NOUN
ital-3262	228	13	section	section	NOUN
ital-3262	228	14	424.12	424.12	NUM
ital-3262	228	15	only	only	ADV
ital-3262	228	16	)	)	PUNCT
ital-3262	228	17	,	,	PUNCT
ital-3262	228	18	the	the	DET
ital-3262	228	19	purpose	purpose	NOUN
ital-3262	228	20	,	,	PUNCT
ital-3262	228	21	function	function	NOUN
ital-3262	228	22	,	,	PUNCT
ital-3262	228	23	and	and	CCONJ
ital-3262	228	24	nonprofit	nonprofit	ADJ
ital-3262	228	25	status	status	NOUN
ital-3262	228	26	for	for	ADP
ital-3262	228	27	federal	federal	ADJ
ital-3262	228	28	income	income	NOUN
ital-3262	228	29	tax	tax	NOUN
ital-3262	228	30	purposes	purpose	NOUN
ital-3262	228	31	have	have	AUX
ital-3262	228	32	not	not	PART
ital-3262	228	33	changed	change	VERB
ital-3262	228	34	during	during	ADP
ital-3262	228	35	the	the	DET
ital-3262	228	36	preceding	precede	VERB
ital-3262	228	37	twelve	twelve	NUM
ital-3262	228	38	months	month	NOUN
ital-3262	228	39	.	.	PUNCT
ital-3262	229	1	extent	extent	NOUN
ital-3262	229	2	and	and	CCONJ
ital-3262	229	3	nature	nature	NOUN
ital-3262	229	4	of	of	ADP
ital-3262	229	5	circulation	circulation	NOUN
ital-3262	229	6	(	(	PUNCT
ital-3262	229	7	average	average	ADJ
ital-3262	229	8	figures	figure	NOUN
ital-3262	229	9	denote	denote	VERB
ital-3262	229	10	the	the	DET
ital-3262	229	11	average	average	ADJ
ital-3262	229	12	number	number	NOUN
ital-3262	229	13	of	of	ADP
ital-3262	229	14	copies	copy	NOUN
ital-3262	229	15	printed	print	VERB
ital-3262	229	16	each	each	DET
ital-3262	229	17	issue	issue	NOUN
ital-3262	229	18	during	during	ADP
ital-3262	229	19	the	the	DET
ital-3262	229	20	preceding	precede	VERB
ital-3262	229	21	twelve	twelve	NUM
ital-3262	229	22	months	month	NOUN
ital-3262	229	23	;	;	PUNCT
ital-3262	229	24	actual	actual	ADJ
ital-3262	229	25	figures	figure	NOUN
ital-3262	229	26	denote	denote	VERB
ital-3262	229	27	actual	actual	ADJ
ital-3262	229	28	number	number	NOUN
ital-3262	229	29	of	of	ADP
ital-3262	229	30	copies	copy	NOUN
ital-3262	229	31	of	of	ADP
ital-3262	229	32	single	single	ADJ
ital-3262	229	33	issue	issue	NOUN
ital-3262	229	34	published	publish	VERB
ital-3262	229	35	nearest	near	ADV
ital-3262	229	36	to	to	ADP
ital-3262	229	37	filing	filing	NOUN
ital-3262	229	38	date	date	NOUN
ital-3262	229	39	:	:	PUNCT
ital-3262	229	40	june	june	PROPN
ital-3262	229	41	2007	2007	NUM
ital-3262	229	42	issue	issue	NOUN
ital-3262	229	43	)	)	PUNCT
ital-3262	229	44	.	.	PUNCT
ital-3262	230	1	total	total	ADJ
ital-3262	230	2	number	number	NOUN
ital-3262	230	3	of	of	ADP
ital-3262	230	4	copies	copy	NOUN
ital-3262	230	5	printed	print	VERB
ital-3262	230	6	:	:	PUNCT
ital-3262	230	7	average	average	ADJ
ital-3262	230	8	,	,	PUNCT
ital-3262	230	9	5,354	5,354	NUM
ital-3262	230	10	;	;	PUNCT
ital-3262	230	11	actual	actual	ADJ
ital-3262	230	12	,	,	PUNCT
ital-3262	230	13	5,280	5,280	NUM
ital-3262	230	14	.	.	PUNCT
ital-3262	231	1	sales	sale	NOUN
ital-3262	231	2	through	through	ADP
ital-3262	231	3	dealers	dealer	NOUN
ital-3262	231	4	and	and	CCONJ
ital-3262	231	5	carriers	carrier	NOUN
ital-3262	231	6	,	,	PUNCT
ital-3262	231	7	street	street	NOUN
ital-3262	231	8	vendors	vendor	NOUN
ital-3262	231	9	,	,	PUNCT
ital-3262	231	10	and	and	CCONJ
ital-3262	231	11	counter	counter	NOUN
ital-3262	231	12	sales	sale	NOUN
ital-3262	231	13	:	:	PUNCT
ital-3262	231	14	average	average	ADJ
ital-3262	231	15	,	,	PUNCT
ital-3262	231	16	0	0	NUM
ital-3262	231	17	;	;	PUNCT
ital-3262	231	18	actual	actual	ADJ
ital-3262	231	19	462	462	NUM
ital-3262	231	20	.	.	PUNCT
ital-3262	231	21	paid	pay	VERB
ital-3262	231	22	or	or	CCONJ
ital-3262	231	23	requested	request	VERB
ital-3262	231	24	mail	mail	NOUN
ital-3262	231	25	subscriptions	subscription	NOUN
ital-3262	231	26	:	:	PUNCT
ital-3262	231	27	average	average	ADJ
ital-3262	231	28	,	,	PUNCT
ital-3262	231	29	4,283	4,283	NUM
ital-3262	231	30	;	;	PUNCT
ital-3262	231	31	actual	actual	ADJ
ital-3262	231	32	,	,	PUNCT
ital-3262	231	33	4,193	4,193	NUM
ital-3262	231	34	.	.	PUNCT
ital-3262	232	1	free	free	ADJ
ital-3262	232	2	distribution	distribution	NOUN
ital-3262	232	3	(	(	PUNCT
ital-3262	232	4	total	total	ADJ
ital-3262	232	5	):	):	PUNCT
ital-3262	232	6	average	average	ADJ
ital-3262	232	7	,	,	PUNCT
ital-3262	232	8	292	292	NUM
ital-3262	232	9	;	;	PUNCT
ital-3262	232	10	actual	actual	ADJ
ital-3262	232	11	,	,	PUNCT
ital-3262	232	12	292	292	NUM
ital-3262	232	13	.	.	PUNCT
ital-3262	232	14	total	total	ADJ
ital-3262	232	15	distribution	distribution	NOUN
ital-3262	232	16	:	:	PUNCT
ital-3262	232	17	average	average	ADJ
ital-3262	232	18	,	,	PUNCT
ital-3262	232	19	5,028	5,028	NUM
ital-3262	232	20	;	;	PUNCT
ital-3262	232	21	actual	actual	ADJ
ital-3262	232	22	,	,	PUNCT
ital-3262	232	23	4,947	4,947	NUM
ital-3262	232	24	.	.	PUNCT
ital-3262	233	1	office	office	NOUN
ital-3262	233	2	use	use	NOUN
ital-3262	233	3	,	,	PUNCT
ital-3262	233	4	leftover	leftover	PROPN
ital-3262	233	5	,	,	PUNCT
ital-3262	233	6	unaccounted	unaccounted	ADJ
ital-3262	233	7	,	,	PUNCT
ital-3262	233	8	spoiled	spoil	VERB
ital-3262	233	9	after	after	ADP
ital-3262	233	10	printing	print	VERB
ital-3262	233	11	:	:	PUNCT
ital-3262	233	12	average	average	ADJ
ital-3262	233	13	,	,	PUNCT
ital-3262	233	14	326	326	NUM
ital-3262	233	15	;	;	PUNCT
ital-3262	233	16	actual	actual	ADJ
ital-3262	233	17	,	,	PUNCT
ital-3262	233	18	333	333	NUM
ital-3262	233	19	.	.	PUNCT
ital-3262	233	20	total	total	PROPN
ital-3262	233	21	:	:	PUNCT
ital-3262	233	22	average	average	ADJ
ital-3262	233	23	,	,	PUNCT
ital-3262	233	24	5,354	5,354	NUM
ital-3262	233	25	;	;	PUNCT
ital-3262	233	26	actual	actual	ADJ
ital-3262	233	27	,	,	PUNCT
ital-3262	233	28	5,280	5,280	NUM
ital-3262	233	29	.	.	PUNCT
ital-3262	234	1	percentage	percentage	NOUN
ital-3262	234	2	paid	pay	VERB
ital-3262	234	3	:	:	PUNCT
ital-3262	234	4	average	average	ADJ
ital-3262	234	5	,	,	PUNCT
ital-3262	234	6	94.19	94.19	NUM
ital-3262	234	7	;	;	PUNCT
ital-3262	234	8	actual	actual	ADJ
ital-3262	234	9	,	,	PUNCT
ital-3262	234	10	94.10	94.10	NUM
ital-3262	234	11	.	.	PUNCT
ital-3262	235	1	s	s	NOUN
ital-3262	235	2	t	t	PROPN
ital-3262	235	3	a	a	DET
ital-3262	235	4	t	t	NOUN
ital-3262	235	5	e	e	NOUN
ital-3262	235	6	m	m	PROPN
ital-3262	235	7	e	e	PROPN
ital-3262	235	8	n	n	ADP
ital-3262	235	9	t	t	NOUN
ital-3262	235	10	o	o	NOUN
ital-3262	236	1	f	f	X
ital-3262	236	2	o	o	PROPN
ital-3262	236	3	w	w	PROPN
ital-3262	236	4	n	n	CCONJ
ital-3262	236	5	e	e	PROPN
ital-3262	236	6	r	r	NOUN
ital-3262	236	7	s	s	X
ital-3262	237	1	h	h	NOUN
ital-3262	238	1	i	i	PRON
ital-3262	238	2	p	p	PROPN
ital-3262	238	3	,	,	PUNCT
ital-3262	238	4	m	m	PROPN
ital-3262	238	5	a	a	PRON
ital-3262	238	6	n	n	NOUN
ital-3262	238	7	a	a	DET
ital-3262	238	8	g	g	NOUN
ital-3262	238	9	e	e	PROPN
ital-3262	238	10	m	m	PROPN
ital-3262	238	11	e	e	PROPN
ital-3262	238	12	n	n	ADP
ital-3262	238	13	t	t	PROPN
ital-3262	238	14	,	,	PUNCT
ital-3262	238	15	a	a	DET
ital-3262	238	16	n	n	X
ital-3262	238	17	d	d	NOUN
ital-3262	238	18	c	c	X
ital-3262	238	19	i	i	PRON
ital-3262	238	20	r	r	VERB
ital-3262	238	21	c	c	PROPN
ital-3262	238	22	u	u	X
ital-3262	238	23	l	l	NOUN
ital-3262	238	24	a	a	DET
ital-3262	238	25	t	t	NOUN
ital-3262	239	1	i	i	PRON
ital-3262	239	2	o	o	NOUN
ital-3262	240	1	n	n	PROPN
ital-3262	240	2	(	(	PUNCT
ital-3262	240	3	p	p	NOUN
ital-3262	240	4	s	s	X
ital-3262	241	1	f	f	X
ital-3262	241	2	o	o	X
ital-3262	241	3	r	r	NOUN
ital-3262	241	4	m	m	NUM
ital-3262	241	5	3	3	NUM
ital-3262	241	6	5	5	NUM
ital-3262	241	7	2	2	NUM
ital-3262	241	8	6	6	NUM
ital-3262	241	9	,	,	PUNCT
ital-3262	241	10	s	s	VERB
ital-3262	241	11	e	e	X
ital-3262	241	12	p	p	NOUN
ital-3262	241	13	t	t	PROPN
ital-3262	241	14	e	e	NOUN
ital-3262	241	15	m	m	NOUN
ital-3262	241	16	b	b	NOUN
ital-3262	241	17	e	e	NOUN
ital-3262	241	18	r	r	NOUN
ital-3262	241	19	2	2	NUM
ital-3262	241	20	0	0	NUM
ital-3262	241	21	0	0	NUM
ital-3262	241	22	7	7	NUM
ital-3262	241	23	)	)	PUNCT
ital-3262	242	1	f	f	PROPN
ital-3262	243	1	i	i	PROPN
ital-3262	243	2	l	l	PROPN
ital-3262	243	3	e	e	PROPN
ital-3262	244	1	d	d	PROPN
ital-3262	245	1	w	w	PROPN
ital-3262	245	2	i	i	PROPN
ital-3262	245	3	t	t	PROPN
ital-3262	245	4	h	h	PROPN
ital-3262	245	5	t	t	NOUN
ital-3262	245	6	h	h	NOUN
ital-3262	245	7	e	e	PROPN
ital-3262	245	8	u	u	PROPN
ital-3262	245	9	n	n	ADP
ital-3262	245	10	i	i	PROPN
ital-3262	246	1	t	t	NOUN
ital-3262	246	2	e	e	NOUN
ital-3262	247	1	d	d	PROPN
ital-3262	247	2	s	s	PART
ital-3262	247	3	t	t	NOUN
ital-3262	247	4	a	a	DET
ital-3262	247	5	t	t	NOUN
ital-3262	247	6	e	e	NOUN
ital-3262	247	7	s	s	X
ital-3262	247	8	p	p	NOUN
ital-3262	247	9	o	o	NOUN
ital-3262	247	10	s	s	NOUN
ital-3262	247	11	t	t	NOUN
ital-3262	247	12	o	o	NOUN
ital-3262	248	1	f	f	X
ital-3262	248	2	f	f	X
ital-3262	249	1	i	i	PRON
ital-3262	249	2	c	c	VERB
ital-3262	249	3	e	e	X
ital-3262	250	1	p	p	NOUN
ital-3262	250	2	o	o	NOUN
ital-3262	250	3	s	s	NOUN
ital-3262	250	4	t	t	NOUN
ital-3262	250	5	m	m	VERB
ital-3262	250	6	a	a	DET
ital-3262	250	7	s	s	NOUN
ital-3262	250	8	t	t	NOUN
ital-3262	250	9	e	e	NOUN
ital-3262	250	10	r	r	NOUN
ital-3262	250	11	i	i	PRON
ital-3262	251	1	n	n	NOUN
ital-3262	252	1	c	c	PROPN
ital-3262	252	2	h	h	INTJ
ital-3262	253	1	i	i	PRON
ital-3262	253	2	c	c	VERB
ital-3262	253	3	a	a	DET
ital-3262	253	4	g	g	NOUN
ital-3262	253	5	o	o	NOUN
ital-3262	253	6	,	,	PUNCT
ital-3262	253	7	o	o	NOUN
ital-3262	254	1	c	c	NOUN
ital-3262	254	2	t	t	X
ital-3262	254	3	o	o	X
ital-3262	255	1	b	b	X
ital-3262	255	2	e	e	NOUN
ital-3262	255	3	r	r	NOUN
ital-3262	255	4	1	1	NUM
ital-3262	255	5	,	,	PUNCT
ital-3262	255	6	2	2	NUM
ital-3262	255	7	0	0	NUM
ital-3262	255	8	0	0	NUM
ital-3262	255	9	7	7	NUM
ital-3262	255	10	.	.	PUNCT