id	sid	tid	token	lemma	pos
work_gxb3jgybnreolk7frlfntepowa	1	1	PII	PII	NNP
work_gxb3jgybnreolk7frlfntepowa	1	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	1	3	S0957	s0957	NN
work_gxb3jgybnreolk7frlfntepowa	1	4	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	1	5	4174(03)00067	4174(03)00067	NNP
work_gxb3jgybnreolk7frlfntepowa	1	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	1	7	8	8	CD
work_gxb3jgybnreolk7frlfntepowa	1	8	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	1	9	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	1	10	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	1	11	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	1	12	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	1	13	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	1	14	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	1	15	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	1	16	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	1	17	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	1	18	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	1	19	Tae	Tae	NNP
work_gxb3jgybnreolk7frlfntepowa	1	20	Hyup	Hyup	NNP
work_gxb3jgybnreolk7frlfntepowa	1	21	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	1	22	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	1	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	24	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	1	25	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	26	Kyong	Kyong	NNP
work_gxb3jgybnreolk7frlfntepowa	1	27	Joo	Joo	NNP
work_gxb3jgybnreolk7frlfntepowa	1	28	Oh	Oh	NNP
work_gxb3jgybnreolk7frlfntepowa	1	29	b	b	NNP
work_gxb3jgybnreolk7frlfntepowa	1	30	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	31	Ingoo	Ingoo	NNP
work_gxb3jgybnreolk7frlfntepowa	1	32	Han	Han	NNP
work_gxb3jgybnreolk7frlfntepowa	1	33	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	1	34	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	1	35	Graduate	Graduate	NNP
work_gxb3jgybnreolk7frlfntepowa	1	36	School	School	NNP
work_gxb3jgybnreolk7frlfntepowa	1	37	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	1	38	Management	Management	NNP
work_gxb3jgybnreolk7frlfntepowa	1	39	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	40	Korea	Korea	NNP
work_gxb3jgybnreolk7frlfntepowa	1	41	Advanced	Advanced	NNP
work_gxb3jgybnreolk7frlfntepowa	1	42	Institute	Institute	NNP
work_gxb3jgybnreolk7frlfntepowa	1	43	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	1	44	Science	Science	NNP
work_gxb3jgybnreolk7frlfntepowa	1	45	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	1	46	Technology	Technology	NNP
work_gxb3jgybnreolk7frlfntepowa	1	47	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	48	207	207	CD
work_gxb3jgybnreolk7frlfntepowa	1	49	-	-	SYM
work_gxb3jgybnreolk7frlfntepowa	1	50	43	43	CD
work_gxb3jgybnreolk7frlfntepowa	1	51	Cheongryangri	Cheongryangri	NNP
work_gxb3jgybnreolk7frlfntepowa	1	52	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	1	53	Dong	Dong	NNP
work_gxb3jgybnreolk7frlfntepowa	1	54	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	55	Dongdaemun	Dongdaemun	NNP
work_gxb3jgybnreolk7frlfntepowa	1	56	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	1	57	Gu	Gu	NNP
work_gxb3jgybnreolk7frlfntepowa	1	58	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	59	Seoul	Seoul	NNP
work_gxb3jgybnreolk7frlfntepowa	1	60	130012	130012	CD
work_gxb3jgybnreolk7frlfntepowa	1	61	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	62	South	South	NNP
work_gxb3jgybnreolk7frlfntepowa	1	63	Korea	Korea	NNP
work_gxb3jgybnreolk7frlfntepowa	1	64	b	b	NNP
work_gxb3jgybnreolk7frlfntepowa	1	65	Department	Department	NNP
work_gxb3jgybnreolk7frlfntepowa	1	66	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	1	67	Business	Business	NNP
work_gxb3jgybnreolk7frlfntepowa	1	68	Administration	Administration	NNP
work_gxb3jgybnreolk7frlfntepowa	1	69	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	70	Hansung	Hansung	NNP
work_gxb3jgybnreolk7frlfntepowa	1	71	University	University	NNP
work_gxb3jgybnreolk7frlfntepowa	1	72	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	73	Seoul	Seoul	NNP
work_gxb3jgybnreolk7frlfntepowa	1	74	,	,	,
work_gxb3jgybnreolk7frlfntepowa	1	75	South	South	NNP
work_gxb3jgybnreolk7frlfntepowa	1	76	Korea	Korea	NNP
work_gxb3jgybnreolk7frlfntepowa	1	77	Abstract	Abstract	NNP
work_gxb3jgybnreolk7frlfntepowa	1	78	Collaborative	Collaborative	NNP
work_gxb3jgybnreolk7frlfntepowa	1	79	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	1	80	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	1	81	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	1	82	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	1	83	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	1	84	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	1	85	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	1	86	knowledge	knowledge	NN
work_gxb3jgybnreolk7frlfntepowa	1	87	sharing	share	VBG
work_gxb3jgybnreolk7frlfntepowa	1	88	technology	technology	NN
work_gxb3jgybnreolk7frlfntepowa	1	89	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	1	90	distribution	distribution	NN
work_gxb3jgybnreolk7frlfntepowa	1	91	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	1	92	opinions	opinion	NNS
work_gxb3jgybnreolk7frlfntepowa	1	93	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	1	94	facilitating	facilitate	VBG
work_gxb3jgybnreolk7frlfntepowa	1	95	contacts	contact	NNS
work_gxb3jgybnreolk7frlfntepowa	1	96	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	1	97	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	1	98	society	society	NN
work_gxb3jgybnreolk7frlfntepowa	1	99	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	1	100	people	people	NNS
work_gxb3jgybnreolk7frlfntepowa	1	101	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	1	102	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	1	103	interests	interest	NNS
work_gxb3jgybnreolk7frlfntepowa	1	104	.	.	.
work_gxb3jgybnreolk7frlfntepowa	2	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	2	2	main	main	JJ
work_gxb3jgybnreolk7frlfntepowa	2	3	concerns	concern	NNS
work_gxb3jgybnreolk7frlfntepowa	2	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	2	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	2	6	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	2	7	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	2	8	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	2	9	about	about	IN
work_gxb3jgybnreolk7frlfntepowa	2	10	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	2	11	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	2	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	2	13	speed	speed	NN
work_gxb3jgybnreolk7frlfntepowa	2	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	2	15	response	response	NN
work_gxb3jgybnreolk7frlfntepowa	2	16	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	2	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	2	18	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	2	19	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	2	20	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	2	21	sparsity	sparsity	NN
work_gxb3jgybnreolk7frlfntepowa	2	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	2	23	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	2	24	scalability	scalability	NN
work_gxb3jgybnreolk7frlfntepowa	2	25	.	.	.
work_gxb3jgybnreolk7frlfntepowa	3	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	3	2	general	general	JJ
work_gxb3jgybnreolk7frlfntepowa	3	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	3	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	3	5	efforts	effort	NNS
work_gxb3jgybnreolk7frlfntepowa	3	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	3	7	improving	improve	VBG
work_gxb3jgybnreolk7frlfntepowa	3	8	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	3	9	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	3	10	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	3	11	lessening	lessening	NN
work_gxb3jgybnreolk7frlfntepowa	3	12	response	response	NN
work_gxb3jgybnreolk7frlfntepowa	3	13	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	3	14	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	3	15	decoupled	decouple	VBN
work_gxb3jgybnreolk7frlfntepowa	3	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	4	1	We	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	4	2	propose	propose	VBP
work_gxb3jgybnreolk7frlfntepowa	4	3	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	4	4	three	three	CD
work_gxb3jgybnreolk7frlfntepowa	4	5	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	4	6	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	4	7	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	4	8	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	4	9	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	4	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	4	11	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	4	12	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	4	13	composed	compose	VBN
work_gxb3jgybnreolk7frlfntepowa	4	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	4	15	profiling	profiling	NN
work_gxb3jgybnreolk7frlfntepowa	4	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	4	17	inferring	infer	VBG
work_gxb3jgybnreolk7frlfntepowa	4	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	4	19	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	4	20	predicting	predict	VBG
work_gxb3jgybnreolk7frlfntepowa	4	21	steps	step	NNS
work_gxb3jgybnreolk7frlfntepowa	4	22	while	while	IN
work_gxb3jgybnreolk7frlfntepowa	4	23	considering	consider	VBG
work_gxb3jgybnreolk7frlfntepowa	4	24	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	4	25	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	4	26	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	4	27	computing	computing	NN
work_gxb3jgybnreolk7frlfntepowa	4	28	speed	speed	NN
work_gxb3jgybnreolk7frlfntepowa	4	29	simultaneously	simultaneously	RB
work_gxb3jgybnreolk7frlfntepowa	4	30	.	.	.
work_gxb3jgybnreolk7frlfntepowa	5	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	5	2	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	5	3	combines	combine	VBZ
work_gxb3jgybnreolk7frlfntepowa	5	4	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	5	5	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	5	6	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	5	7	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	5	8	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	5	9	machine	machine	NN
work_gxb3jgybnreolk7frlfntepowa	5	10	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	5	11	processes	process	NNS
work_gxb3jgybnreolk7frlfntepowa	5	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	5	13	Self	self	NN
work_gxb3jgybnreolk7frlfntepowa	5	14	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	5	15	Organizing	Organizing	NNP
work_gxb3jgybnreolk7frlfntepowa	5	16	Map	Map	NNP
work_gxb3jgybnreolk7frlfntepowa	5	17	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	5	18	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	5	19	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	5	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	5	21	Case	Case	NNP
work_gxb3jgybnreolk7frlfntepowa	5	22	Based	Based	NNP
work_gxb3jgybnreolk7frlfntepowa	5	23	Reasoning	Reasoning	NNP
work_gxb3jgybnreolk7frlfntepowa	5	24	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	5	25	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	5	26	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	5	27	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	5	28	changing	change	VBG
work_gxb3jgybnreolk7frlfntepowa	5	29	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	5	30	unsupervized	unsupervized	JJ
work_gxb3jgybnreolk7frlfntepowa	5	31	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	5	32	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	5	33	into	into	IN
work_gxb3jgybnreolk7frlfntepowa	5	34	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	5	35	supervized	supervize	VBN
work_gxb3jgybnreolk7frlfntepowa	5	36	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	5	37	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	5	38	reasoning	reasoning	NN
work_gxb3jgybnreolk7frlfntepowa	5	39	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	5	40	,	,	,
work_gxb3jgybnreolk7frlfntepowa	5	41	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	5	42	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	5	43	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	5	44	novel	novel	JJ
work_gxb3jgybnreolk7frlfntepowa	5	45	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	5	46	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	5	47	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	5	48	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	5	49	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	5	50	field	field	NN
work_gxb3jgybnreolk7frlfntepowa	5	51	.	.	.
work_gxb3jgybnreolk7frlfntepowa	6	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	6	2	paper	paper	NN
work_gxb3jgybnreolk7frlfntepowa	6	3	demonstrates	demonstrate	VBZ
work_gxb3jgybnreolk7frlfntepowa	6	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	6	5	utility	utility	NN
work_gxb3jgybnreolk7frlfntepowa	6	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	6	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	6	8	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	6	9	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	6	10	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	6	11	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	6	12	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	6	13	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	6	14	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	6	15	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	6	16	CBR	cbr	NN
work_gxb3jgybnreolk7frlfntepowa	6	17	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	6	18	validation	validation	NN
work_gxb3jgybnreolk7frlfntepowa	6	19	against	against	IN
work_gxb3jgybnreolk7frlfntepowa	6	20	control	control	NN
work_gxb3jgybnreolk7frlfntepowa	6	21	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	6	22	through	through	IN
work_gxb3jgybnreolk7frlfntepowa	6	23	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	6	24	open	open	JJ
work_gxb3jgybnreolk7frlfntepowa	6	25	dataset	dataset	NN
work_gxb3jgybnreolk7frlfntepowa	6	26	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	6	27	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	6	28	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	6	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	7	1	q	q	NNP
work_gxb3jgybnreolk7frlfntepowa	7	2	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	7	3	Elsevier	Elsevier	NNP
work_gxb3jgybnreolk7frlfntepowa	7	4	Ltd.	Ltd.	NNP
work_gxb3jgybnreolk7frlfntepowa	7	5	All	all	DT
work_gxb3jgybnreolk7frlfntepowa	7	6	rights	right	NNS
work_gxb3jgybnreolk7frlfntepowa	7	7	reserved	reserve	VBN
work_gxb3jgybnreolk7frlfntepowa	7	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	8	1	Keywords	keyword	NNS
work_gxb3jgybnreolk7frlfntepowa	8	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	8	3	Collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	8	4	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	8	5	;	;	:
work_gxb3jgybnreolk7frlfntepowa	8	6	Recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	8	7	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	8	8	;	;	:
work_gxb3jgybnreolk7frlfntepowa	8	9	Self	self	NN
work_gxb3jgybnreolk7frlfntepowa	8	10	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	8	11	organizing	organize	VBG
work_gxb3jgybnreolk7frlfntepowa	8	12	map	map	NN
work_gxb3jgybnreolk7frlfntepowa	8	13	;	;	:
work_gxb3jgybnreolk7frlfntepowa	8	14	Case	case	NN
work_gxb3jgybnreolk7frlfntepowa	8	15	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	8	16	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	8	17	reasoning	reasoning	NN
work_gxb3jgybnreolk7frlfntepowa	8	18	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	8	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	9	1	Introduction	introduction	NN
work_gxb3jgybnreolk7frlfntepowa	9	2	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	9	3	advent	advent	NN
work_gxb3jgybnreolk7frlfntepowa	9	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	9	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	9	6	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	9	7	world	world	NN
work_gxb3jgybnreolk7frlfntepowa	9	8	induced	induce	VBN
work_gxb3jgybnreolk7frlfntepowa	9	9	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	9	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	9	11	rapid	rapid	JJ
work_gxb3jgybnreolk7frlfntepowa	9	12	development	development	NN
work_gxb3jgybnreolk7frlfntepowa	9	13	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	9	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	9	15	Internet	internet	NN
work_gxb3jgybnreolk7frlfntepowa	9	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	9	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	9	18	accompanying	accompany	VBG
work_gxb3jgybnreolk7frlfntepowa	9	19	adoption	adoption	NN
work_gxb3jgybnreolk7frlfntepowa	9	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	9	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	9	22	Web	web	NN
work_gxb3jgybnreolk7frlfntepowa	9	23	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	9	24	promoted	promote	VBN
work_gxb3jgybnreolk7frlfntepowa	9	25	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	9	26	chances	chance	NNS
work_gxb3jgybnreolk7frlfntepowa	9	27	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	9	28	create	create	VB
work_gxb3jgybnreolk7frlfntepowa	9	29	greater	great	JJR
work_gxb3jgybnreolk7frlfntepowa	9	30	business	business	NN
work_gxb3jgybnreolk7frlfntepowa	9	31	opportunities	opportunity	NNS
work_gxb3jgybnreolk7frlfntepowa	9	32	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	9	33	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	9	34	reach	reach	VB
work_gxb3jgybnreolk7frlfntepowa	9	35	customers	customer	NNS
work_gxb3jgybnreolk7frlfntepowa	9	36	more	more	RBR
work_gxb3jgybnreolk7frlfntepowa	9	37	easily	easily	RB
work_gxb3jgybnreolk7frlfntepowa	9	38	.	.	.
work_gxb3jgybnreolk7frlfntepowa	10	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	10	2	24	24	CD
work_gxb3jgybnreolk7frlfntepowa	10	3	£	£	$
work_gxb3jgybnreolk7frlfntepowa	10	4	7	7	CD
work_gxb3jgybnreolk7frlfntepowa	10	5	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	10	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	10	7	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	10	8	accessibility	accessibility	NN
work_gxb3jgybnreolk7frlfntepowa	10	9	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	10	10	resulted	result	VBN
work_gxb3jgybnreolk7frlfntepowa	10	11	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	10	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	10	13	enlargement	enlargement	NN
work_gxb3jgybnreolk7frlfntepowa	10	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	10	15	choices	choice	NNS
work_gxb3jgybnreolk7frlfntepowa	10	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	10	17	but	but	CC
work_gxb3jgybnreolk7frlfntepowa	10	18	customers	customer	NNS
work_gxb3jgybnreolk7frlfntepowa	10	19	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	10	20	faced	face	VBN
work_gxb3jgybnreolk7frlfntepowa	10	21	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	10	22	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	10	23	overload	overload	NN
work_gxb3jgybnreolk7frlfntepowa	10	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	11	1	Their	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	11	2	own	own	JJ
work_gxb3jgybnreolk7frlfntepowa	11	3	arduous	arduous	JJ
work_gxb3jgybnreolk7frlfntepowa	11	4	efforts	effort	NNS
work_gxb3jgybnreolk7frlfntepowa	11	5	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	11	6	required	require	VBN
work_gxb3jgybnreolk7frlfntepowa	11	7	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	11	8	retrieve	retrieve	VB
work_gxb3jgybnreolk7frlfntepowa	11	9	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	11	10	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	11	11	matches	match	VBZ
work_gxb3jgybnreolk7frlfntepowa	11	12	their	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	11	13	prefer-	prefer-	JJ
work_gxb3jgybnreolk7frlfntepowa	11	14	ences	ence	NNS
work_gxb3jgybnreolk7frlfntepowa	11	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	12	1	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	12	2	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	12	3	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	12	4	automated	automated	JJ
work_gxb3jgybnreolk7frlfntepowa	12	5	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	12	6	sophisticated	sophisticated	JJ
work_gxb3jgybnreolk7frlfntepowa	12	7	decision	decision	NN
work_gxb3jgybnreolk7frlfntepowa	12	8	support	support	NN
work_gxb3jgybnreolk7frlfntepowa	12	9	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	12	10	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	12	11	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	12	12	needed	need	VBN
work_gxb3jgybnreolk7frlfntepowa	12	13	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	12	14	suggest	suggest	VB
work_gxb3jgybnreolk7frlfntepowa	12	15	personalized	personalize	VBN
work_gxb3jgybnreolk7frlfntepowa	12	16	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	12	17	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	12	18	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	12	19	brief	brief	JJ
work_gxb3jgybnreolk7frlfntepowa	12	20	form	form	NN
work_gxb3jgybnreolk7frlfntepowa	12	21	without	without	IN
work_gxb3jgybnreolk7frlfntepowa	12	22	going	go	VBG
work_gxb3jgybnreolk7frlfntepowa	12	23	through	through	IN
work_gxb3jgybnreolk7frlfntepowa	12	24	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	12	25	annoying	annoying	JJ
work_gxb3jgybnreolk7frlfntepowa	12	26	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	12	27	.	.	.
work_gxb3jgybnreolk7frlfntepowa	13	1	Collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	13	2	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	13	3	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	13	4	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	13	5	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	13	6	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	13	7	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	13	8	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	13	9	knowl-	knowl-	JJ
work_gxb3jgybnreolk7frlfntepowa	13	10	edge	edge	NN
work_gxb3jgybnreolk7frlfntepowa	13	11	sharing	share	VBG
work_gxb3jgybnreolk7frlfntepowa	13	12	technology	technology	NN
work_gxb3jgybnreolk7frlfntepowa	13	13	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	13	14	distribution	distribution	NN
work_gxb3jgybnreolk7frlfntepowa	13	15	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	13	16	opinions	opinion	NNS
work_gxb3jgybnreolk7frlfntepowa	13	17	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	13	18	facilitating	facilitate	VBG
work_gxb3jgybnreolk7frlfntepowa	13	19	contacts	contact	NNS
work_gxb3jgybnreolk7frlfntepowa	13	20	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	13	21	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	13	22	society	society	NN
work_gxb3jgybnreolk7frlfntepowa	13	23	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	13	24	people	people	NNS
work_gxb3jgybnreolk7frlfntepowa	13	25	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	13	26	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	13	27	interests	interest	NNS
work_gxb3jgybnreolk7frlfntepowa	13	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	14	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	14	2	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	14	3	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	14	4	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	14	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	14	6	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	14	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	14	8	multiple	multiple	JJ
work_gxb3jgybnreolk7frlfntepowa	14	9	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	14	10	sharing	share	VBG
work_gxb3jgybnreolk7frlfntepowa	14	11	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	14	12	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	14	13	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	14	14	preferences	preference	NNS
work_gxb3jgybnreolk7frlfntepowa	14	15	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	14	16	actions	action	NNS
work_gxb3jgybnreolk7frlfntepowa	14	17	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	14	18	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	14	19	affinity	affinity	NN
work_gxb3jgybnreolk7frlfntepowa	14	20	group	group	NN
work_gxb3jgybnreolk7frlfntepowa	14	21	tracked	track	VBN
work_gxb3jgybnreolk7frlfntepowa	14	22	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	14	23	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	14	24	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	14	25	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	14	26	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	27	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	14	28	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	29	tries	try	VBZ
work_gxb3jgybnreolk7frlfntepowa	14	30	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	14	31	make	make	VB
work_gxb3jgybnreolk7frlfntepowa	14	32	useful	useful	JJ
work_gxb3jgybnreolk7frlfntepowa	14	33	recommendations	recommendation	NNS
work_gxb3jgybnreolk7frlfntepowa	14	34	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	14	35	individual	individual	JJ
work_gxb3jgybnreolk7frlfntepowa	14	36	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	14	37	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	14	38	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	14	39	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	14	40	patterns	pattern	NNS
work_gxb3jgybnreolk7frlfntepowa	14	41	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	14	42	predicts	predict	VBZ
work_gxb3jgybnreolk7frlfntepowa	14	43	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	14	44	Herlocker	Herlocker	NNP
work_gxb3jgybnreolk7frlfntepowa	14	45	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	46	Konstan	Konstan	NNP
work_gxb3jgybnreolk7frlfntepowa	14	47	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	48	Borchers	Borchers	NNP
work_gxb3jgybnreolk7frlfntepowa	14	49	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	50	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	14	51	Riedl	Riedl	NNP
work_gxb3jgybnreolk7frlfntepowa	14	52	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	53	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	14	54	;	;	:
work_gxb3jgybnreolk7frlfntepowa	14	55	Kumar	Kumar	NNP
work_gxb3jgybnreolk7frlfntepowa	14	56	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	57	Raghavan	Raghavan	NNP
work_gxb3jgybnreolk7frlfntepowa	14	58	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	59	Rajagopalan	Rajagopalan	NNP
work_gxb3jgybnreolk7frlfntepowa	14	60	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	61	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	14	62	Tomkins	Tomkins	NNP
work_gxb3jgybnreolk7frlfntepowa	14	63	,	,	,
work_gxb3jgybnreolk7frlfntepowa	14	64	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	14	65	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	14	66	.	.	.
work_gxb3jgybnreolk7frlfntepowa	15	1	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	15	2	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	15	3	also	also	RB
work_gxb3jgybnreolk7frlfntepowa	15	4	provides	provide	VBZ
work_gxb3jgybnreolk7frlfntepowa	15	5	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	15	6	complementary	complementary	JJ
work_gxb3jgybnreolk7frlfntepowa	15	7	tool	tool	NN
work_gxb3jgybnreolk7frlfntepowa	15	8	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	15	9	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	15	10	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	15	11	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	15	12	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	15	13	facilitates	facilitate	VBZ
work_gxb3jgybnreolk7frlfntepowa	15	14	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	15	15	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	15	16	navigation	navigation	NN
work_gxb3jgybnreolk7frlfntepowa	15	17	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	15	18	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	15	19	meaningful	meaningful	JJ
work_gxb3jgybnreolk7frlfntepowa	15	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	15	21	personal-	personal-	JJ
work_gxb3jgybnreolk7frlfntepowa	15	22	ized	ize	VBN
work_gxb3jgybnreolk7frlfntepowa	15	23	way	way	NN
work_gxb3jgybnreolk7frlfntepowa	15	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	16	1	Most	Most	JJS
work_gxb3jgybnreolk7frlfntepowa	16	2	content	content	JJ
work_gxb3jgybnreolk7frlfntepowa	16	3	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	16	4	methodologies	methodology	NNS
work_gxb3jgybnreolk7frlfntepowa	16	5	use	use	VBP
work_gxb3jgybnreolk7frlfntepowa	16	6	some	some	DT
work_gxb3jgybnreolk7frlfntepowa	16	7	type	type	NN
work_gxb3jgybnreolk7frlfntepowa	16	8	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	16	9	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	16	10	similarity	similarity	NN
work_gxb3jgybnreolk7frlfntepowa	16	11	score	score	NN
work_gxb3jgybnreolk7frlfntepowa	16	12	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	16	13	match	match	VB
work_gxb3jgybnreolk7frlfntepowa	16	14	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	16	15	query	query	NN
work_gxb3jgybnreolk7frlfntepowa	16	16	describing	describe	VBG
work_gxb3jgybnreolk7frlfntepowa	16	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	16	18	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	16	19	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	16	20	key	key	JJ
work_gxb3jgybnreolk7frlfntepowa	16	21	words	word	NNS
work_gxb3jgybnreolk7frlfntepowa	16	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	16	23	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	16	24	individual	individual	JJ
work_gxb3jgybnreolk7frlfntepowa	16	25	titles	title	NNS
work_gxb3jgybnreolk7frlfntepowa	16	26	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	16	27	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	16	28	,	,	,
work_gxb3jgybnreolk7frlfntepowa	16	29	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	16	30	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	16	31	present	present	VB
work_gxb3jgybnreolk7frlfntepowa	16	32	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	16	33	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	16	34	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	16	35	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	16	36	ranked	rank	VBN
work_gxb3jgybnreolk7frlfntepowa	16	37	list	list	NN
work_gxb3jgybnreolk7frlfntepowa	16	38	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	16	39	suggestions	suggestion	NNS
work_gxb3jgybnreolk7frlfntepowa	16	40	.	.	.
work_gxb3jgybnreolk7frlfntepowa	17	1	However	however	RB
work_gxb3jgybnreolk7frlfntepowa	17	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	17	3	conventional	conventional	JJ
work_gxb3jgybnreolk7frlfntepowa	17	4	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	17	5	does	do	VBZ
work_gxb3jgybnreolk7frlfntepowa	17	6	not	not	RB
work_gxb3jgybnreolk7frlfntepowa	17	7	use	use	VB
work_gxb3jgybnreolk7frlfntepowa	17	8	any	any	DT
work_gxb3jgybnreolk7frlfntepowa	17	9	actual	actual	JJ
work_gxb3jgybnreolk7frlfntepowa	17	10	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	17	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	17	12	e.g.	e.g.	RB
work_gxb3jgybnreolk7frlfntepowa	18	1	words	word	NNS
work_gxb3jgybnreolk7frlfntepowa	18	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	18	3	description	description	NN
work_gxb3jgybnreolk7frlfntepowa	18	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	18	5	URL	url	NN
work_gxb3jgybnreolk7frlfntepowa	18	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	18	7	etc	etc	FW
work_gxb3jgybnreolk7frlfntepowa	18	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	18	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	19	1	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	19	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	19	3	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	19	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	20	1	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	20	2	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	20	3	rather	rather	RB
work_gxb3jgybnreolk7frlfntepowa	20	4	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	20	5	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	20	6	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	20	7	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	20	8	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	20	9	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	20	10	match	match	VB
work_gxb3jgybnreolk7frlfntepowa	20	11	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	20	12	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	20	13	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	20	14	interests	interest	NNS
work_gxb3jgybnreolk7frlfntepowa	20	15	together	together	RB
work_gxb3jgybnreolk7frlfntepowa	20	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	20	17	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	20	18	predict	predict	VB
work_gxb3jgybnreolk7frlfntepowa	20	19	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	20	20	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	20	21	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	20	22	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	20	23	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	20	24	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	20	25	unseen	unseen	JJ
work_gxb3jgybnreolk7frlfntepowa	20	26	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	20	27	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	20	28	examining	examine	VBG
work_gxb3jgybnreolk7frlfntepowa	20	29	his	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	20	30	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	20	31	her	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	20	32	community	community	NN
work_gxb3jgybnreolk7frlfntepowa	20	33	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	20	34	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	20	35	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	20	36	that	that	DT
work_gxb3jgybnreolk7frlfntepowa	20	37	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	20	38	.	.	.
work_gxb3jgybnreolk7frlfntepowa	21	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	21	2	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	21	3	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	21	4	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	21	5	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	21	6	built	build	VBN
work_gxb3jgybnreolk7frlfntepowa	21	7	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	21	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	21	9	assumption	assumption	NN
work_gxb3jgybnreolk7frlfntepowa	21	10	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	21	11	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	21	12	good	good	JJ
work_gxb3jgybnreolk7frlfntepowa	21	13	way	way	NN
work_gxb3jgybnreolk7frlfntepowa	21	14	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	21	15	find	find	VB
work_gxb3jgybnreolk7frlfntepowa	21	16	interesting	interesting	JJ
work_gxb3jgybnreolk7frlfntepowa	21	17	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	21	18	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	21	19	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	21	20	find	find	VB
work_gxb3jgybnreolk7frlfntepowa	21	21	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	21	22	people	people	NNS
work_gxb3jgybnreolk7frlfntepowa	21	23	who	who	WP
work_gxb3jgybnreolk7frlfntepowa	21	24	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	21	25	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	21	26	interests	interest	NNS
work_gxb3jgybnreolk7frlfntepowa	21	27	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	21	28	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	21	29	recommend	recommend	VB
work_gxb3jgybnreolk7frlfntepowa	21	30	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	21	31	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	21	32	those	those	DT
work_gxb3jgybnreolk7frlfntepowa	21	33	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	21	34	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	21	35	like	like	IN
work_gxb3jgybnreolk7frlfntepowa	21	36	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	21	37	Breese	Breese	NNP
work_gxb3jgybnreolk7frlfntepowa	21	38	,	,	,
work_gxb3jgybnreolk7frlfntepowa	21	39	Heckerman	Heckerman	NNP
work_gxb3jgybnreolk7frlfntepowa	21	40	,	,	,
work_gxb3jgybnreolk7frlfntepowa	21	41	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	21	42	Kadie	Kadie	NNP
work_gxb3jgybnreolk7frlfntepowa	21	43	,	,	,
work_gxb3jgybnreolk7frlfntepowa	21	44	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	21	45	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	21	46	.	.	.
work_gxb3jgybnreolk7frlfntepowa	22	1	Most	Most	JJS
work_gxb3jgybnreolk7frlfntepowa	22	2	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	22	3	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	22	4	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	22	5	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	22	6	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	22	7	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	22	8	divided	divide	VBN
work_gxb3jgybnreolk7frlfntepowa	22	9	into	into	IN
work_gxb3jgybnreolk7frlfntepowa	22	10	three	three	CD
work_gxb3jgybnreolk7frlfntepowa	22	11	categories	category	NNS
work_gxb3jgybnreolk7frlfntepowa	22	12	:	:	:
work_gxb3jgybnreolk7frlfntepowa	22	13	technical	technical	JJ
work_gxb3jgybnreolk7frlfntepowa	22	14	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	22	15	development	development	NN
work_gxb3jgybnreolk7frlfntepowa	22	16	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	22	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	22	18	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	22	19	behaviour	behaviour	NN
work_gxb3jgybnreolk7frlfntepowa	22	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	22	21	reaction	reaction	NN
work_gxb3jgybnreolk7frlfntepowa	22	22	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	22	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	22	24	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	22	25	privacy	privacy	NN
work_gxb3jgybnreolk7frlfntepowa	22	26	issues	issue	NNS
work_gxb3jgybnreolk7frlfntepowa	22	27	.	.	.
work_gxb3jgybnreolk7frlfntepowa	23	1	Our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	23	2	focus	focus	NN
work_gxb3jgybnreolk7frlfntepowa	23	3	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	23	4	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	23	5	technical	technical	JJ
work_gxb3jgybnreolk7frlfntepowa	23	6	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	23	7	development	development	NN
work_gxb3jgybnreolk7frlfntepowa	23	8	0957	0957	CD
work_gxb3jgybnreolk7frlfntepowa	23	9	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	23	10	4174/03/$	4174/03/$	NNP
work_gxb3jgybnreolk7frlfntepowa	23	11	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	23	12	see	see	VB
work_gxb3jgybnreolk7frlfntepowa	23	13	front	front	NN
work_gxb3jgybnreolk7frlfntepowa	23	14	matter	matter	NN
work_gxb3jgybnreolk7frlfntepowa	23	15	q	q	NNP
work_gxb3jgybnreolk7frlfntepowa	23	16	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	23	17	Elsevier	Elsevier	NNP
work_gxb3jgybnreolk7frlfntepowa	23	18	Ltd.	Ltd.	NNP
work_gxb3jgybnreolk7frlfntepowa	23	19	All	all	DT
work_gxb3jgybnreolk7frlfntepowa	23	20	rights	right	NNS
work_gxb3jgybnreolk7frlfntepowa	23	21	reserved	reserve	VBN
work_gxb3jgybnreolk7frlfntepowa	23	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	24	1	doi:10.1016	doi:10.1016	JJ
work_gxb3jgybnreolk7frlfntepowa	24	2	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	24	3	S0957	S0957	NNP
work_gxb3jgybnreolk7frlfntepowa	24	4	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	24	5	4174(03)00067	4174(03)00067	NNP
work_gxb3jgybnreolk7frlfntepowa	24	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	24	7	8	8	CD
work_gxb3jgybnreolk7frlfntepowa	24	8	Expert	Expert	NNP
work_gxb3jgybnreolk7frlfntepowa	24	9	Systems	Systems	NNPS
work_gxb3jgybnreolk7frlfntepowa	24	10	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	24	11	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	24	12	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	24	13	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	24	14	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	24	15	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	24	16	413–423	413–423	CD
work_gxb3jgybnreolk7frlfntepowa	24	17	www.elsevier.com/locate/eswa	www.elsevier.com/locate/eswa	NN
work_gxb3jgybnreolk7frlfntepowa	24	18	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	24	19	Corresponding	Corresponding	NNP
work_gxb3jgybnreolk7frlfntepowa	24	20	author	author	NN
work_gxb3jgybnreolk7frlfntepowa	24	21	.	.	.
work_gxb3jgybnreolk7frlfntepowa	25	1	Tel./fax	tel./fax	XX
work_gxb3jgybnreolk7frlfntepowa	25	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	25	3	þ82	þ82	CD
work_gxb3jgybnreolk7frlfntepowa	25	4	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	25	5	29583685	29583685	CD
work_gxb3jgybnreolk7frlfntepowa	25	6	.	.	.
work_gxb3jgybnreolk7frlfntepowa	26	1	E	e	NN
work_gxb3jgybnreolk7frlfntepowa	26	2	-	-	NN
work_gxb3jgybnreolk7frlfntepowa	26	3	mail	mail	NN
work_gxb3jgybnreolk7frlfntepowa	26	4	address	address	NN
work_gxb3jgybnreolk7frlfntepowa	26	5	:	:	:
work_gxb3jgybnreolk7frlfntepowa	26	6	rohth@kgsm.kaist.ac.kr	rohth@kgsm.kaist.ac.kr	NNP
work_gxb3jgybnreolk7frlfntepowa	26	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	26	8	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	27	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	27	2	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	27	3	.	.	.
work_gxb3jgybnreolk7frlfntepowa	28	1	http://www.elsevier.com/locate/eswa	http://www.elsevier.com/locate/eswa	PRP$
work_gxb3jgybnreolk7frlfntepowa	28	2	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	28	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	28	4	especially	especially	RB
work_gxb3jgybnreolk7frlfntepowa	28	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	28	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	28	7	design	design	NN
work_gxb3jgybnreolk7frlfntepowa	28	8	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	28	9	analysis	analysis	NN
work_gxb3jgybnreolk7frlfntepowa	28	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	28	11	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	28	12	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	28	13	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	28	14	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	28	15	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	28	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	29	1	As	as	IN
work_gxb3jgybnreolk7frlfntepowa	29	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	29	3	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	29	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	29	5	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	29	6	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	29	7	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	29	8	increases	increase	NNS
work_gxb3jgybnreolk7frlfntepowa	29	9	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	29	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	29	11	contents	content	NNS
work_gxb3jgybnreolk7frlfntepowa	29	12	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	29	13	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	29	14	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	29	15	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	29	16	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	29	17	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	29	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	29	19	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	29	20	changes	change	NNS
work_gxb3jgybnreolk7frlfntepowa	29	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	29	22	typical	typical	JJ
work_gxb3jgybnreolk7frlfntepowa	29	23	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	29	24	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	29	25	needs	need	VBZ
work_gxb3jgybnreolk7frlfntepowa	29	26	exponen-	exponen-	XX
work_gxb3jgybnreolk7frlfntepowa	29	27	tially	tially	RB
work_gxb3jgybnreolk7frlfntepowa	29	28	growing	grow	VBG
work_gxb3jgybnreolk7frlfntepowa	29	29	computation	computation	NN
work_gxb3jgybnreolk7frlfntepowa	29	30	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	29	31	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	29	32	finding	find	VBG
work_gxb3jgybnreolk7frlfntepowa	29	33	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	29	34	affinity	affinity	NN
work_gxb3jgybnreolk7frlfntepowa	29	35	group	group	NN
work_gxb3jgybnreolk7frlfntepowa	29	36	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	29	37	predicting	predict	VBG
work_gxb3jgybnreolk7frlfntepowa	29	38	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	29	39	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	29	40	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	29	41	unknown	unknown	JJ
work_gxb3jgybnreolk7frlfntepowa	29	42	preferences	preference	NNS
work_gxb3jgybnreolk7frlfntepowa	29	43	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	29	44	Cho	Cho	NNP
work_gxb3jgybnreolk7frlfntepowa	29	45	,	,	,
work_gxb3jgybnreolk7frlfntepowa	29	46	Kim	Kim	NNP
work_gxb3jgybnreolk7frlfntepowa	29	47	,	,	,
work_gxb3jgybnreolk7frlfntepowa	29	48	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	29	49	Kim	Kim	NNP
work_gxb3jgybnreolk7frlfntepowa	29	50	,	,	,
work_gxb3jgybnreolk7frlfntepowa	29	51	2002	2002	CD
work_gxb3jgybnreolk7frlfntepowa	29	52	;	;	:
work_gxb3jgybnreolk7frlfntepowa	29	53	Claypool	Claypool	NNP
work_gxb3jgybnreolk7frlfntepowa	29	54	et	et	FW
work_gxb3jgybnreolk7frlfntepowa	29	55	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	29	56	.	.	NNP
work_gxb3jgybnreolk7frlfntepowa	29	57	,	,	,
work_gxb3jgybnreolk7frlfntepowa	29	58	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	29	59	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	29	60	.	.	.
work_gxb3jgybnreolk7frlfntepowa	30	1	We	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	30	2	find	find	VBP
work_gxb3jgybnreolk7frlfntepowa	30	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	30	4	potential	potential	NN
work_gxb3jgybnreolk7frlfntepowa	30	5	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	30	6	improving	improve	VBG
work_gxb3jgybnreolk7frlfntepowa	30	7	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	30	8	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	30	9	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	30	10	efficiency	efficiency	NN
work_gxb3jgybnreolk7frlfntepowa	30	11	simul-	simul-	NN
work_gxb3jgybnreolk7frlfntepowa	30	12	taneously	taneously	RB
work_gxb3jgybnreolk7frlfntepowa	30	13	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	30	14	separating	separate	VBG
work_gxb3jgybnreolk7frlfntepowa	30	15	on-	on-	NNS
work_gxb3jgybnreolk7frlfntepowa	30	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	30	17	off	off	IN
work_gxb3jgybnreolk7frlfntepowa	30	18	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	30	19	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	30	20	steps	step	NNS
work_gxb3jgybnreolk7frlfntepowa	30	21	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	30	22	recent	recent	JJ
work_gxb3jgybnreolk7frlfntepowa	30	23	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	30	24	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	30	25	reasoning	reason	VBG
work_gxb3jgybnreolk7frlfntepowa	30	26	machine	machine	NN
work_gxb3jgybnreolk7frlfntepowa	30	27	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	30	28	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	30	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	31	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	31	2	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	31	3	presents	present	VBZ
work_gxb3jgybnreolk7frlfntepowa	31	4	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	31	5	three	three	CD
work_gxb3jgybnreolk7frlfntepowa	31	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	31	7	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	31	8	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	31	9	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	31	10	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	31	11	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	31	12	composed	compose	VBN
work_gxb3jgybnreolk7frlfntepowa	31	13	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	31	14	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	31	15	profiling	profiling	NN
work_gxb3jgybnreolk7frlfntepowa	31	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	31	17	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	31	18	inferring	inferring	NN
work_gxb3jgybnreolk7frlfntepowa	31	19	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	31	20	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	31	21	predicting	predict	VBG
work_gxb3jgybnreolk7frlfntepowa	31	22	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	31	23	.	.	.
work_gxb3jgybnreolk7frlfntepowa	32	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	32	2	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	32	3	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	32	4	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	32	5	been	be	VBN
work_gxb3jgybnreolk7frlfntepowa	32	6	studied	study	VBN
work_gxb3jgybnreolk7frlfntepowa	32	7	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	32	8	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	32	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	32	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	32	11	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	32	12	popular	popular	JJ
work_gxb3jgybnreolk7frlfntepowa	32	13	unsupervized	unsupervized	JJ
work_gxb3jgybnreolk7frlfntepowa	32	14	neural	neural	JJ
work_gxb3jgybnreolk7frlfntepowa	32	15	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	32	16	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	32	17	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	32	18	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	32	19	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	32	20	visualization	visualization	NN
work_gxb3jgybnreolk7frlfntepowa	32	21	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	32	22	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	32	23	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	32	24	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	32	25	real	real	JJ
work_gxb3jgybnreolk7frlfntepowa	32	26	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	32	27	world	world	NN
work_gxb3jgybnreolk7frlfntepowa	32	28	problems	problem	NNS
work_gxb3jgybnreolk7frlfntepowa	32	29	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	32	30	Kohonen	Kohonen	NNP
work_gxb3jgybnreolk7frlfntepowa	32	31	,	,	,
work_gxb3jgybnreolk7frlfntepowa	32	32	Hynninen	Hynninen	NNP
work_gxb3jgybnreolk7frlfntepowa	32	33	,	,	,
work_gxb3jgybnreolk7frlfntepowa	32	34	Kangas	Kangas	NNP
work_gxb3jgybnreolk7frlfntepowa	32	35	,	,	,
work_gxb3jgybnreolk7frlfntepowa	32	36	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	32	37	Laaksonen	Laaksonen	NNP
work_gxb3jgybnreolk7frlfntepowa	32	38	,	,	,
work_gxb3jgybnreolk7frlfntepowa	32	39	1996	1996	CD
work_gxb3jgybnreolk7frlfntepowa	32	40	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	32	41	.	.	.
work_gxb3jgybnreolk7frlfntepowa	33	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	33	2	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	33	3	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	33	4	well	well	RB
work_gxb3jgybnreolk7frlfntepowa	33	5	known	know	VBN
work_gxb3jgybnreolk7frlfntepowa	33	6	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	33	7	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	33	8	benefits	benefit	VBZ
work_gxb3jgybnreolk7frlfntepowa	33	9	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	33	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	33	11	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	33	12	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	33	13	specific	specific	JJ
work_gxb3jgybnreolk7frlfntepowa	33	14	knowledge	knowledge	NN
work_gxb3jgybnreolk7frlfntepowa	33	15	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	33	16	past	past	JJ
work_gxb3jgybnreolk7frlfntepowa	33	17	problems	problem	NNS
work_gxb3jgybnreolk7frlfntepowa	33	18	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	33	19	find	find	VB
work_gxb3jgybnreolk7frlfntepowa	33	20	solutions	solution	NNS
work_gxb3jgybnreolk7frlfntepowa	33	21	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	33	22	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	33	23	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	33	24	problems	problem	NNS
work_gxb3jgybnreolk7frlfntepowa	33	25	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	33	26	Kim	Kim	NNP
work_gxb3jgybnreolk7frlfntepowa	33	27	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	33	28	Han	Han	NNP
work_gxb3jgybnreolk7frlfntepowa	33	29	,	,	,
work_gxb3jgybnreolk7frlfntepowa	33	30	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	33	31	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	33	32	.	.	.
work_gxb3jgybnreolk7frlfntepowa	34	1	These	these	DT
work_gxb3jgybnreolk7frlfntepowa	34	2	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	34	3	outperforming	outperform	VBG
work_gxb3jgybnreolk7frlfntepowa	34	4	machine	machine	NN
work_gxb3jgybnreolk7frlfntepowa	34	5	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	34	6	methods	method	NNS
work_gxb3jgybnreolk7frlfntepowa	34	7	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	34	8	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	34	9	combined	combine	VBN
work_gxb3jgybnreolk7frlfntepowa	34	10	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	34	11	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	34	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	34	13	increase	increase	VB
work_gxb3jgybnreolk7frlfntepowa	34	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	34	15	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	34	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	34	17	efficiency	efficiency	NN
work_gxb3jgybnreolk7frlfntepowa	34	18	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	34	19	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	34	20	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	34	21	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	34	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	35	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	35	2	rest	rest	NN
work_gxb3jgybnreolk7frlfntepowa	35	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	35	4	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	35	5	paper	paper	NN
work_gxb3jgybnreolk7frlfntepowa	35	6	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	35	7	organized	organize	VBN
work_gxb3jgybnreolk7frlfntepowa	35	8	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	35	9	follows	follow	VBZ
work_gxb3jgybnreolk7frlfntepowa	35	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	36	1	Section	section	NN
work_gxb3jgybnreolk7frlfntepowa	36	2	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	36	3	provides	provide	VBZ
work_gxb3jgybnreolk7frlfntepowa	36	4	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	36	5	brief	brief	JJ
work_gxb3jgybnreolk7frlfntepowa	36	6	overview	overview	NN
work_gxb3jgybnreolk7frlfntepowa	36	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	36	8	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	36	9	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	36	10	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	36	11	several	several	JJ
work_gxb3jgybnreolk7frlfntepowa	36	12	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	36	13	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	36	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	36	15	issues	issue	NNS
work_gxb3jgybnreolk7frlfntepowa	36	16	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	36	17	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	36	18	emphasis	emphasis	NN
work_gxb3jgybnreolk7frlfntepowa	36	19	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	36	20	algorithmic	algorithmic	JJ
work_gxb3jgybnreolk7frlfntepowa	36	21	features	feature	NNS
work_gxb3jgybnreolk7frlfntepowa	36	22	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	36	23	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	36	24	previous	previous	JJ
work_gxb3jgybnreolk7frlfntepowa	36	25	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	36	26	.	.	.
work_gxb3jgybnreolk7frlfntepowa	37	1	Details	detail	NNS
work_gxb3jgybnreolk7frlfntepowa	37	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	37	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	37	4	proposed	propose	VBN
work_gxb3jgybnreolk7frlfntepowa	37	5	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	37	6	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	37	7	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	37	8	provided	provide	VBN
work_gxb3jgybnreolk7frlfntepowa	37	9	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	37	10	Section	section	NN
work_gxb3jgybnreolk7frlfntepowa	37	11	3	3	CD
work_gxb3jgybnreolk7frlfntepowa	37	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	38	1	Section	section	NN
work_gxb3jgybnreolk7frlfntepowa	38	2	4	4	CD
work_gxb3jgybnreolk7frlfntepowa	38	3	describes	describe	VBZ
work_gxb3jgybnreolk7frlfntepowa	38	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	38	5	dataset	dataset	NN
work_gxb3jgybnreolk7frlfntepowa	38	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	38	7	evaluation	evaluation	NN
work_gxb3jgybnreolk7frlfntepowa	38	8	metrics	metric	NNS
work_gxb3jgybnreolk7frlfntepowa	38	9	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	38	10	experimental	experimental	JJ
work_gxb3jgybnreolk7frlfntepowa	38	11	design	design	NN
work_gxb3jgybnreolk7frlfntepowa	38	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	39	1	Experiments	experiment	NNS
work_gxb3jgybnreolk7frlfntepowa	39	2	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	39	3	run	run	VBN
work_gxb3jgybnreolk7frlfntepowa	39	4	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	39	5	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	39	6	open	open	JJ
work_gxb3jgybnreolk7frlfntepowa	39	7	dataset	dataset	NN
work_gxb3jgybnreolk7frlfntepowa	39	8	associated	associate	VBN
work_gxb3jgybnreolk7frlfntepowa	39	9	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	39	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	39	11	MovieLens	MovieLens	NNP
work_gxb3jgybnreolk7frlfntepowa	39	12	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	39	13	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	39	14	dataset	dataset	NN
work_gxb3jgybnreolk7frlfntepowa	39	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	39	16	six	six	CD
work_gxb3jgybnreolk7frlfntepowa	39	17	exper-	exper-	VBG
work_gxb3jgybnreolk7frlfntepowa	39	18	imental	imental	JJ
work_gxb3jgybnreolk7frlfntepowa	39	19	protocols	protocol	NNS
work_gxb3jgybnreolk7frlfntepowa	39	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	39	21	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	39	22	evaluation	evaluation	NN
work_gxb3jgybnreolk7frlfntepowa	39	23	metrics	metric	NNS
work_gxb3jgybnreolk7frlfntepowa	39	24	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	39	25	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	39	26	various	various	JJ
work_gxb3jgybnreolk7frlfntepowa	39	27	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	39	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	40	1	Results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	40	2	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	40	3	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	40	4	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	40	5	Section	section	NN
work_gxb3jgybnreolk7frlfntepowa	40	6	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	40	7	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	40	8	conclusion	conclusion	NN
work_gxb3jgybnreolk7frlfntepowa	40	9	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	40	10	presented	present	VBN
work_gxb3jgybnreolk7frlfntepowa	40	11	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	40	12	Section	section	NN
work_gxb3jgybnreolk7frlfntepowa	40	13	6	6	CD
work_gxb3jgybnreolk7frlfntepowa	40	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	41	1	2	2	LS
work_gxb3jgybnreolk7frlfntepowa	41	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	42	1	Background	Background	NNP
work_gxb3jgybnreolk7frlfntepowa	42	2	2.1	2.1	CD
work_gxb3jgybnreolk7frlfntepowa	42	3	.	.	.
work_gxb3jgybnreolk7frlfntepowa	43	1	Collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	43	2	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	43	3	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	43	4	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	43	5	fundamental	fundamental	JJ
work_gxb3jgybnreolk7frlfntepowa	43	6	function	function	NN
work_gxb3jgybnreolk7frlfntepowa	43	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	43	8	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	43	9	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	43	10	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	43	11	predict	predict	VB
work_gxb3jgybnreolk7frlfntepowa	43	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	43	13	preferences	preference	NNS
work_gxb3jgybnreolk7frlfntepowa	43	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	43	15	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	43	16	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	43	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	43	18	referred	refer	VBD
work_gxb3jgybnreolk7frlfntepowa	43	19	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	43	20	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	43	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	43	22	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	43	23	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	43	24	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	43	25	’	'	''
work_gxb3jgybnreolk7frlfntepowa	43	26	.	.	.
work_gxb3jgybnreolk7frlfntepowa	44	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	44	2	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	44	3	space	space	NN
work_gxb3jgybnreolk7frlfntepowa	44	4	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	44	5	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	44	6	formulated	formulate	VBN
work_gxb3jgybnreolk7frlfntepowa	44	7	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	44	8	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	44	9	matrix	matrix	NN
work_gxb3jgybnreolk7frlfntepowa	44	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	44	11	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	44	12	versus	versus	IN
work_gxb3jgybnreolk7frlfntepowa	44	13	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	44	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	44	15	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	44	16	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	44	17	cell	cell	NN
work_gxb3jgybnreolk7frlfntepowa	44	18	representing	represent	VBG
work_gxb3jgybnreolk7frlfntepowa	44	19	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	44	20	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	44	21	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	44	22	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	44	23	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	44	24	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	44	25	specific	specific	JJ
work_gxb3jgybnreolk7frlfntepowa	44	26	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	44	27	.	.	.
work_gxb3jgybnreolk7frlfntepowa	45	1	Let	let	VB
work_gxb3jgybnreolk7frlfntepowa	45	2	I	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	45	3	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	45	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	45	5	whole	whole	JJ
work_gxb3jgybnreolk7frlfntepowa	45	6	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	45	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	45	8	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	45	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	45	10	Ihð	Ihð	NNP
work_gxb3jgybnreolk7frlfntepowa	45	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	45	12	IÞ	IÞ	NNP
work_gxb3jgybnreolk7frlfntepowa	45	13	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	45	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	45	15	subset	subset	NN
work_gxb3jgybnreolk7frlfntepowa	45	16	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	45	17	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	45	18	been	be	VBN
work_gxb3jgybnreolk7frlfntepowa	45	19	rated	rate	VBN
work_gxb3jgybnreolk7frlfntepowa	45	20	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	45	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	45	22	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	45	23	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	45	24	ðUaÞ	ðUaÞ	NNS
work_gxb3jgybnreolk7frlfntepowa	45	25	;	;	:
work_gxb3jgybnreolk7frlfntepowa	45	26	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	45	27	Ir	Ir	NNP
work_gxb3jgybnreolk7frlfntepowa	45	28	¼	¼	RB
work_gxb3jgybnreolk7frlfntepowa	45	29	ðI	ðI	.
work_gxb3jgybnreolk7frlfntepowa	45	30	>	>	XX
work_gxb3jgybnreolk7frlfntepowa	45	31	ICh	ICh	NNS
work_gxb3jgybnreolk7frlfntepowa	45	32	Þ	þ	PRP
work_gxb3jgybnreolk7frlfntepowa	45	33	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	45	34	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	45	35	subset	subset	NN
work_gxb3jgybnreolk7frlfntepowa	45	36	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	45	37	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	45	38	not	not	RB
work_gxb3jgybnreolk7frlfntepowa	45	39	been	be	VBN
work_gxb3jgybnreolk7frlfntepowa	45	40	rated	rate	VBN
work_gxb3jgybnreolk7frlfntepowa	45	41	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	45	42	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	45	43	Ua	Ua	NNP
work_gxb3jgybnreolk7frlfntepowa	45	44	:	:	:
work_gxb3jgybnreolk7frlfntepowa	45	45	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	45	46	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	45	47	estimate	estimate	NN
work_gxb3jgybnreolk7frlfntepowa	45	48	Ua‘s	Ua‘s	NNP
work_gxb3jgybnreolk7frlfntepowa	45	49	preferences	preference	VBZ
work_gxb3jgybnreolk7frlfntepowa	45	50	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	45	51	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	45	52	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	45	53	Ir	Ir	NNP
work_gxb3jgybnreolk7frlfntepowa	45	54	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	45	55	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	45	56	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	45	57	overlap	overlap	NN
work_gxb3jgybnreolk7frlfntepowa	45	58	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	45	59	his	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	45	60	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	45	61	her	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	45	62	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	45	63	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	45	64	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	45	65	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	45	66	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	45	67	Ih	Ih	NNP
work_gxb3jgybnreolk7frlfntepowa	45	68	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	45	69	those	those	DT
work_gxb3jgybnreolk7frlfntepowa	45	70	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	45	71	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	45	72	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	45	73	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	45	74	.	.	.
work_gxb3jgybnreolk7frlfntepowa	46	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	46	2	key	key	JJ
work_gxb3jgybnreolk7frlfntepowa	46	3	advantage	advantage	NN
work_gxb3jgybnreolk7frlfntepowa	46	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	46	5	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	46	6	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	46	7	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	46	8	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	46	9	does	do	VBZ
work_gxb3jgybnreolk7frlfntepowa	46	10	not	not	RB
work_gxb3jgybnreolk7frlfntepowa	46	11	consider	consider	VB
work_gxb3jgybnreolk7frlfntepowa	46	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	46	13	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	46	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	46	15	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	46	16	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	46	17	being	be	VBG
work_gxb3jgybnreolk7frlfntepowa	46	18	recommended	recommend	VBN
work_gxb3jgybnreolk7frlfntepowa	46	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	46	20	but	but	CC
work_gxb3jgybnreolk7frlfntepowa	46	21	human	human	JJ
work_gxb3jgybnreolk7frlfntepowa	46	22	determine	determine	VBP
work_gxb3jgybnreolk7frlfntepowa	46	23	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	46	24	relevance	relevance	NN
work_gxb3jgybnreolk7frlfntepowa	46	25	,	,	,
work_gxb3jgybnreolk7frlfntepowa	46	26	quality	quality	NN
work_gxb3jgybnreolk7frlfntepowa	46	27	,	,	,
work_gxb3jgybnreolk7frlfntepowa	46	28	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	46	29	interest	interest	NN
work_gxb3jgybnreolk7frlfntepowa	46	30	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	46	31	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	46	32	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	46	33	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	46	34	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	46	35	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	46	36	stream	stream	NN
work_gxb3jgybnreolk7frlfntepowa	46	37	.	.	.
work_gxb3jgybnreolk7frlfntepowa	47	1	As	as	IN
work_gxb3jgybnreolk7frlfntepowa	47	2	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	47	3	result	result	NN
work_gxb3jgybnreolk7frlfntepowa	47	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	47	5	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	47	6	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	47	7	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	47	8	performed	perform	VBN
work_gxb3jgybnreolk7frlfntepowa	47	9	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	47	10	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	47	11	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	47	12	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	47	13	hard	hard	JJ
work_gxb3jgybnreolk7frlfntepowa	47	14	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	47	15	analyze	analyze	VB
work_gxb3jgybnreolk7frlfntepowa	47	16	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	47	17	computers	computer	NNS
work_gxb3jgybnreolk7frlfntepowa	47	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	47	19	such	such	JJ
work_gxb3jgybnreolk7frlfntepowa	47	20	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	47	21	Multimedia	Multimedia	NNP
work_gxb3jgybnreolk7frlfntepowa	47	22	Component	Component	NNP
work_gxb3jgybnreolk7frlfntepowa	47	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	47	24	ideas	idea	NNS
work_gxb3jgybnreolk7frlfntepowa	47	25	,	,	,
work_gxb3jgybnreolk7frlfntepowa	47	26	feelings	feeling	NNS
work_gxb3jgybnreolk7frlfntepowa	47	27	,	,	,
work_gxb3jgybnreolk7frlfntepowa	47	28	people	people	NNS
work_gxb3jgybnreolk7frlfntepowa	47	29	,	,	,
work_gxb3jgybnreolk7frlfntepowa	47	30	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	47	31	so	so	RB
work_gxb3jgybnreolk7frlfntepowa	47	32	on	on	RB
work_gxb3jgybnreolk7frlfntepowa	47	33	.	.	.
work_gxb3jgybnreolk7frlfntepowa	48	1	Rather	rather	RB
work_gxb3jgybnreolk7frlfntepowa	48	2	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	48	3	mapping	map	VBG
work_gxb3jgybnreolk7frlfntepowa	48	4	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	48	5	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	48	6	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	48	7	through	through	IN
work_gxb3jgybnreolk7frlfntepowa	48	8	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	48	9	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	48	10	attributes	attribute	NNS
work_gxb3jgybnreolk7frlfntepowa	48	11	’	'	''
work_gxb3jgybnreolk7frlfntepowa	48	12	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	48	13	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	48	14	demographics	demographic	NNS
work_gxb3jgybnreolk7frlfntepowa	48	15	’	'	''
work_gxb3jgybnreolk7frlfntepowa	48	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	48	17	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	48	18	treats	treat	VBZ
work_gxb3jgybnreolk7frlfntepowa	48	19	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	48	20	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	48	21	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	48	22	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	48	23	individually	individually	RB
work_gxb3jgybnreolk7frlfntepowa	48	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	49	1	Accordingly	accordingly	RB
work_gxb3jgybnreolk7frlfntepowa	49	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	49	3	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	49	4	becomes	become	VBZ
work_gxb3jgybnreolk7frlfntepowa	49	5	possible	possible	JJ
work_gxb3jgybnreolk7frlfntepowa	49	6	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	49	7	discover	discover	VB
work_gxb3jgybnreolk7frlfntepowa	49	8	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	49	9	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	49	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	49	11	interest	interest	NN
work_gxb3jgybnreolk7frlfntepowa	49	12	simply	simply	RB
work_gxb3jgybnreolk7frlfntepowa	49	13	because	because	IN
work_gxb3jgybnreolk7frlfntepowa	49	14	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	49	15	people	people	NNS
work_gxb3jgybnreolk7frlfntepowa	49	16	like	like	IN
work_gxb3jgybnreolk7frlfntepowa	49	17	them	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	49	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	50	1	At	at	IN
work_gxb3jgybnreolk7frlfntepowa	50	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	50	3	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	50	4	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	50	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	50	6	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	50	7	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	50	8	dependence	dependence	NN
work_gxb3jgybnreolk7frlfntepowa	50	9	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	50	10	human	human	JJ
work_gxb3jgybnreolk7frlfntepowa	50	11	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	50	12	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	50	13	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	50	14	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	50	15	drawback	drawback	NN
work_gxb3jgybnreolk7frlfntepowa	50	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	51	1	For	for	IN
work_gxb3jgybnreolk7frlfntepowa	51	2	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	51	3	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	51	4	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	51	5	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	51	6	work	work	VB
work_gxb3jgybnreolk7frlfntepowa	51	7	well	well	RB
work_gxb3jgybnreolk7frlfntepowa	51	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	51	9	several	several	JJ
work_gxb3jgybnreolk7frlfntepowa	51	10	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	51	11	must	must	MD
work_gxb3jgybnreolk7frlfntepowa	51	12	evaluate	evaluate	VB
work_gxb3jgybnreolk7frlfntepowa	51	13	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	51	14	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	51	15	;	;	:
work_gxb3jgybnreolk7frlfntepowa	51	16	even	even	RB
work_gxb3jgybnreolk7frlfntepowa	51	17	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	51	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	51	19	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	51	20	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	51	21	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	51	22	not	not	RB
work_gxb3jgybnreolk7frlfntepowa	51	23	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	51	24	recommended	recommend	VBN
work_gxb3jgybnreolk7frlfntepowa	51	25	until	until	IN
work_gxb3jgybnreolk7frlfntepowa	51	26	some	some	DT
work_gxb3jgybnreolk7frlfntepowa	51	27	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	51	28	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	51	29	taken	take	VBN
work_gxb3jgybnreolk7frlfntepowa	51	30	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	51	31	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	51	32	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	51	33	evaluate	evaluate	VB
work_gxb3jgybnreolk7frlfntepowa	51	34	them	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	51	35	.	.	.
work_gxb3jgybnreolk7frlfntepowa	52	1	These	these	DT
work_gxb3jgybnreolk7frlfntepowa	52	2	limitations	limitation	NNS
work_gxb3jgybnreolk7frlfntepowa	52	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	52	4	often	often	RB
work_gxb3jgybnreolk7frlfntepowa	52	5	referred	refer	VBD
work_gxb3jgybnreolk7frlfntepowa	52	6	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	52	7	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	52	8	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	52	9	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	52	10	sparsity	sparsity	NN
work_gxb3jgybnreolk7frlfntepowa	52	11	’	'	''
work_gxb3jgybnreolk7frlfntepowa	52	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	52	13	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	52	14	cold	cold	JJ
work_gxb3jgybnreolk7frlfntepowa	52	15	start	start	NN
work_gxb3jgybnreolk7frlfntepowa	52	16	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	52	17	’	'	''
work_gxb3jgybnreolk7frlfntepowa	52	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	52	19	cause	cause	VB
work_gxb3jgybnreolk7frlfntepowa	52	20	trouble	trouble	NN
work_gxb3jgybnreolk7frlfntepowa	52	21	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	52	22	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	52	23	seeking	seek	VBG
work_gxb3jgybnreolk7frlfntepowa	52	24	obscure	obscure	JJ
work_gxb3jgybnreolk7frlfntepowa	52	25	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	52	26	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	52	27	since	since	IN
work_gxb3jgybnreolk7frlfntepowa	52	28	nobody	nobody	NN
work_gxb3jgybnreolk7frlfntepowa	52	29	may	may	MD
work_gxb3jgybnreolk7frlfntepowa	52	30	have	have	VB
work_gxb3jgybnreolk7frlfntepowa	52	31	rated	rate	VBN
work_gxb3jgybnreolk7frlfntepowa	52	32	them	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	52	33	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	52	34	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	52	35	advice	advice	NN
work_gxb3jgybnreolk7frlfntepowa	52	36	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	52	37	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	52	38	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	52	39	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	52	40	since	since	IN
work_gxb3jgybnreolk7frlfntepowa	52	41	nobody	nobody	NN
work_gxb3jgybnreolk7frlfntepowa	52	42	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	52	43	had	have	VBN
work_gxb3jgybnreolk7frlfntepowa	52	44	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	52	45	chance	chance	NN
work_gxb3jgybnreolk7frlfntepowa	52	46	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	52	47	evaluate	evaluate	VB
work_gxb3jgybnreolk7frlfntepowa	52	48	them	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	52	49	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	52	50	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	52	51	Good	Good	NNP
work_gxb3jgybnreolk7frlfntepowa	52	52	et	et	FW
work_gxb3jgybnreolk7frlfntepowa	52	53	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	52	54	.	.	NNP
work_gxb3jgybnreolk7frlfntepowa	52	55	,	,	,
work_gxb3jgybnreolk7frlfntepowa	52	56	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	52	57	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	52	58	.	.	.
work_gxb3jgybnreolk7frlfntepowa	53	1	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	53	2	related	relate	VBN
work_gxb3jgybnreolk7frlfntepowa	53	3	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	53	4	starts	start	VBZ
work_gxb3jgybnreolk7frlfntepowa	53	5	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	53	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	53	7	Tapestry	Tapestry	NNP
work_gxb3jgybnreolk7frlfntepowa	53	8	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	53	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	53	10	out	out	IN
work_gxb3jgybnreolk7frlfntepowa	53	11	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	53	12	Xerox	Xerox	NNP
work_gxb3jgybnreolk7frlfntepowa	53	13	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	53	14	Goldberg	Goldberg	NNP
work_gxb3jgybnreolk7frlfntepowa	53	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	53	16	Nichols	Nichols	NNP
work_gxb3jgybnreolk7frlfntepowa	53	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	53	18	Oki	Oki	NNP
work_gxb3jgybnreolk7frlfntepowa	53	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	53	20	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	53	21	Terry	Terry	NNP
work_gxb3jgybnreolk7frlfntepowa	53	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	53	23	1992	1992	CD
work_gxb3jgybnreolk7frlfntepowa	53	24	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	53	25	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	53	26	coined	coin	VBD
work_gxb3jgybnreolk7frlfntepowa	53	27	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	53	28	term	term	NN
work_gxb3jgybnreolk7frlfntepowa	53	29	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	53	30	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	53	31	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	53	32	’	'	''
work_gxb3jgybnreolk7frlfntepowa	53	33	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	53	34	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	53	35	context	context	NN
work_gxb3jgybnreolk7frlfntepowa	53	36	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	53	37	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	53	38	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	53	39	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	53	40	filtering	filter	VBG
work_gxb3jgybnreolk7frlfntepowa	53	41	email	email	NN
work_gxb3jgybnreolk7frlfntepowa	53	42	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	53	43	binary	binary	JJ
work_gxb3jgybnreolk7frlfntepowa	53	44	category	category	NN
work_gxb3jgybnreolk7frlfntepowa	53	45	flags	flag	NNS
work_gxb3jgybnreolk7frlfntepowa	53	46	.	.	.
work_gxb3jgybnreolk7frlfntepowa	54	1	Tapestry	Tapestry	NNP
work_gxb3jgybnreolk7frlfntepowa	54	2	was	be	VBD
work_gxb3jgybnreolk7frlfntepowa	54	3	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	54	4	full	full	JJ
work_gxb3jgybnreolk7frlfntepowa	54	5	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	54	6	featured	featured	JJ
work_gxb3jgybnreolk7frlfntepowa	54	7	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	54	8	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	54	9	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	54	10	electronic	electronic	JJ
work_gxb3jgybnreolk7frlfntepowa	54	11	documents	document	NNS
work_gxb3jgybnreolk7frlfntepowa	54	12	—	—	:
work_gxb3jgybnreolk7frlfntepowa	54	13	primarily	primarily	RB
work_gxb3jgybnreolk7frlfntepowa	54	14	electronic	electronic	JJ
work_gxb3jgybnreolk7frlfntepowa	54	15	mail	mail	NN
work_gxb3jgybnreolk7frlfntepowa	54	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	54	17	Usenet	Usenet	NNP
work_gxb3jgybnreolk7frlfntepowa	54	18	postings	posting	NNS
work_gxb3jgybnreolk7frlfntepowa	54	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	55	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	55	2	GroupLens	GroupLens	NNP
work_gxb3jgybnreolk7frlfntepowa	55	3	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	55	4	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	55	5	pioneering	pioneering	JJ
work_gxb3jgybnreolk7frlfntepowa	55	6	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	55	7	ongoing	ongoing	JJ
work_gxb3jgybnreolk7frlfntepowa	55	8	effort	effort	NN
work_gxb3jgybnreolk7frlfntepowa	55	9	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	55	10	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	55	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	55	12	Good	Good	NNP
work_gxb3jgybnreolk7frlfntepowa	55	13	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	55	14	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	55	15	.	.	NNP
work_gxb3jgybnreolk7frlfntepowa	55	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	17	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	55	18	;	;	:
work_gxb3jgybnreolk7frlfntepowa	55	19	Herlocker	Herlocker	NNP
work_gxb3jgybnreolk7frlfntepowa	55	20	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	55	21	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	55	22	.	.	NNP
work_gxb3jgybnreolk7frlfntepowa	55	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	24	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	55	25	;	;	:
work_gxb3jgybnreolk7frlfntepowa	55	26	Konstan	Konstan	NNP
work_gxb3jgybnreolk7frlfntepowa	55	27	et	et	FW
work_gxb3jgybnreolk7frlfntepowa	55	28	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	55	29	.	.	NNP
work_gxb3jgybnreolk7frlfntepowa	55	30	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	31	1997	1997	CD
work_gxb3jgybnreolk7frlfntepowa	55	32	;	;	:
work_gxb3jgybnreolk7frlfntepowa	55	33	Resnick	Resnick	NNP
work_gxb3jgybnreolk7frlfntepowa	55	34	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	35	Iacovou	Iacovou	NNP
work_gxb3jgybnreolk7frlfntepowa	55	36	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	37	Sushak	Sushak	NNP
work_gxb3jgybnreolk7frlfntepowa	55	38	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	39	Bergstrom	Bergstrom	NNP
work_gxb3jgybnreolk7frlfntepowa	55	40	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	41	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	55	42	Riedl	Riedl	NNP
work_gxb3jgybnreolk7frlfntepowa	55	43	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	44	1994	1994	CD
work_gxb3jgybnreolk7frlfntepowa	55	45	;	;	:
work_gxb3jgybnreolk7frlfntepowa	55	46	Schafer	Schafer	NNP
work_gxb3jgybnreolk7frlfntepowa	55	47	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	48	Konstan	Konstan	NNP
work_gxb3jgybnreolk7frlfntepowa	55	49	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	50	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	55	51	Riedl	Riedl	NNP
work_gxb3jgybnreolk7frlfntepowa	55	52	,	,	,
work_gxb3jgybnreolk7frlfntepowa	55	53	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	55	54	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	55	55	.	.	.
work_gxb3jgybnreolk7frlfntepowa	56	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	56	2	GroupLens	GroupLens	NNP
work_gxb3jgybnreolk7frlfntepowa	56	3	team	team	NN
work_gxb3jgybnreolk7frlfntepowa	56	4	initially	initially	RB
work_gxb3jgybnreolk7frlfntepowa	56	5	implemented	implement	VBD
work_gxb3jgybnreolk7frlfntepowa	56	6	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	56	7	neighbourhood	neighbourhood	NN
work_gxb3jgybnreolk7frlfntepowa	56	8	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	56	9	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	56	10	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	56	11	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	56	12	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	56	13	rating	rate	VBG
work_gxb3jgybnreolk7frlfntepowa	56	14	Usenet	Usenet	NNP
work_gxb3jgybnreolk7frlfntepowa	56	15	articles	article	NNS
work_gxb3jgybnreolk7frlfntepowa	56	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	57	1	Several	several	JJ
work_gxb3jgybnreolk7frlfntepowa	57	2	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	57	3	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	57	4	were	be	VBD
work_gxb3jgybnreolk7frlfntepowa	57	5	developed	develop	VBN
work_gxb3jgybnreolk7frlfntepowa	57	6	around	around	IN
work_gxb3jgybnreolk7frlfntepowa	57	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	57	8	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	57	9	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	57	10	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	57	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	57	12	GroupLens	GroupLens	NNP
work_gxb3jgybnreolk7frlfntepowa	57	13	Usenet	Usenet	NNP
work_gxb3jgybnreolk7frlfntepowa	57	14	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	57	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	16	including	include	VBG
work_gxb3jgybnreolk7frlfntepowa	57	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	57	18	Ringo	Ringo	NNP
work_gxb3jgybnreolk7frlfntepowa	57	19	music	music	NN
work_gxb3jgybnreolk7frlfntepowa	57	20	recommender	recommender	NN
work_gxb3jgybnreolk7frlfntepowa	57	21	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	57	22	used	use	VBD
work_gxb3jgybnreolk7frlfntepowa	57	23	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	57	24	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	57	25	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	57	26	measures	measure	NNS
work_gxb3jgybnreolk7frlfntepowa	57	27	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	57	28	distance	distance	NN
work_gxb3jgybnreolk7frlfntepowa	57	29	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	57	30	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	57	31	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	32	including	include	VBG
work_gxb3jgybnreolk7frlfntepowa	57	33	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	57	34	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	57	35	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	36	constrained	constrain	VBD
work_gxb3jgybnreolk7frlfntepowa	57	37	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	57	38	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	57	39	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	40	vector	vector	NN
work_gxb3jgybnreolk7frlfntepowa	57	41	cosine	cosine	NN
work_gxb3jgybnreolk7frlfntepowa	57	42	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	57	43	Shardanand	Shardanand	NNP
work_gxb3jgybnreolk7frlfntepowa	57	44	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	57	45	Maes	Maes	NNP
work_gxb3jgybnreolk7frlfntepowa	57	46	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	47	1995	1995	CD
work_gxb3jgybnreolk7frlfntepowa	57	48	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	57	49	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	50	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	57	51	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	57	52	Bellcore	Bellcore	NNP
work_gxb3jgybnreolk7frlfntepowa	57	53	Video	Video	NNP
work_gxb3jgybnreolk7frlfntepowa	57	54	Recommender	Recommender	NNP
work_gxb3jgybnreolk7frlfntepowa	57	55	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	57	56	Hill	Hill	NNP
work_gxb3jgybnreolk7frlfntepowa	57	57	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	58	Stead	Stead	NNP
work_gxb3jgybnreolk7frlfntepowa	57	59	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	60	Rosenstein	Rosenstein	NNP
work_gxb3jgybnreolk7frlfntepowa	57	61	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	62	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	57	63	Furnas	Furnas	NNP
work_gxb3jgybnreolk7frlfntepowa	57	64	,	,	,
work_gxb3jgybnreolk7frlfntepowa	57	65	1995	1995	CD
work_gxb3jgybnreolk7frlfntepowa	57	66	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	57	67	.	.	.
work_gxb3jgybnreolk7frlfntepowa	58	1	These	these	DT
work_gxb3jgybnreolk7frlfntepowa	58	2	three	three	CD
work_gxb3jgybnreolk7frlfntepowa	58	3	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	58	4	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	58	5	used	use	VBD
work_gxb3jgybnreolk7frlfntepowa	58	6	what	what	WP
work_gxb3jgybnreolk7frlfntepowa	58	7	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	58	8	come	come	VBN
work_gxb3jgybnreolk7frlfntepowa	58	9	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	58	10	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	58	11	called	call	VBN
work_gxb3jgybnreolk7frlfntepowa	58	12	neighbourhood	neighbourhood	NN
work_gxb3jgybnreolk7frlfntepowa	58	13	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	58	14	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	58	15	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	58	16	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	58	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	59	1	Due	due	IN
work_gxb3jgybnreolk7frlfntepowa	59	2	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	59	3	their	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	59	4	speed	speed	NN
work_gxb3jgybnreolk7frlfntepowa	59	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	59	6	flexibility	flexibility	NN
work_gxb3jgybnreolk7frlfntepowa	59	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	59	8	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	59	9	understandability	understandability	NN
work_gxb3jgybnreolk7frlfntepowa	59	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	59	11	neighbour-	neighbour-	NNP
work_gxb3jgybnreolk7frlfntepowa	59	12	hood	hood	NNP
work_gxb3jgybnreolk7frlfntepowa	59	13	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	59	14	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	59	15	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	59	16	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	59	17	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	59	18	currently	currently	RB
work_gxb3jgybnreolk7frlfntepowa	59	19	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	59	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	59	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	59	22	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	59	23	effective	effective	JJ
work_gxb3jgybnreolk7frlfntepowa	59	24	ways	way	NNS
work_gxb3jgybnreolk7frlfntepowa	59	25	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	59	26	compute	compute	VB
work_gxb3jgybnreolk7frlfntepowa	59	27	predictions	prediction	NNS
work_gxb3jgybnreolk7frlfntepowa	59	28	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	59	29	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	59	30	.	.	.
work_gxb3jgybnreolk7frlfntepowa	60	1	Breese	Breese	NNP
work_gxb3jgybnreolk7frlfntepowa	60	2	et	et	FW
work_gxb3jgybnreolk7frlfntepowa	60	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	60	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	61	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	61	2	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	61	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	61	4	identify	identify	VB
work_gxb3jgybnreolk7frlfntepowa	61	5	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	61	6	major	major	JJ
work_gxb3jgybnreolk7frlfntepowa	61	7	classes	class	NNS
work_gxb3jgybnreolk7frlfntepowa	61	8	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	61	9	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	61	10	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	61	11	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	61	12	;	;	:
work_gxb3jgybnreolk7frlfntepowa	61	13	memory	memory	NN
work_gxb3jgybnreolk7frlfntepowa	61	14	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	61	15	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	61	16	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	61	17	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	61	18	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	61	19	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	61	20	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	61	21	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	61	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	62	1	Memory	memory	NN
work_gxb3jgybnreolk7frlfntepowa	62	2	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	62	3	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	62	4	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	62	5	operate	operate	VBP
work_gxb3jgybnreolk7frlfntepowa	62	6	over	over	IN
work_gxb3jgybnreolk7frlfntepowa	62	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	62	8	entire	entire	JJ
work_gxb3jgybnreolk7frlfntepowa	62	9	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	62	10	database	database	NN
work_gxb3jgybnreolk7frlfntepowa	62	11	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	62	12	make	make	VB
work_gxb3jgybnreolk7frlfntepowa	62	13	predictions	prediction	NNS
work_gxb3jgybnreolk7frlfntepowa	62	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	63	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	63	2	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	63	3	common	common	JJ
work_gxb3jgybnreolk7frlfntepowa	63	4	memory-	memory-	NN
work_gxb3jgybnreolk7frlfntepowa	63	5	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	63	6	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	63	7	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	63	8	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	63	9	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	63	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	63	11	notion	notion	NN
work_gxb3jgybnreolk7frlfntepowa	63	12	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	63	13	nearest	near	JJS
work_gxb3jgybnreolk7frlfntepowa	63	14	neighbours	neighbour	NNS
work_gxb3jgybnreolk7frlfntepowa	63	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	63	16	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	63	17	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	63	18	variety	variety	NN
work_gxb3jgybnreolk7frlfntepowa	63	19	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	63	20	distance	distance	NN
work_gxb3jgybnreolk7frlfntepowa	63	21	measures	measure	NNS
work_gxb3jgybnreolk7frlfntepowa	63	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	64	1	Model	model	NN
work_gxb3jgybnreolk7frlfntepowa	64	2	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	64	3	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	64	4	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	64	5	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	64	6	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	64	7	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	64	8	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	64	9	compact	compact	JJ
work_gxb3jgybnreolk7frlfntepowa	64	10	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	64	11	inferred	infer	VBN
work_gxb3jgybnreolk7frlfntepowa	64	12	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	64	13	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	64	14	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	64	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	65	1	They	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	65	2	compare	compare	VBP
work_gxb3jgybnreolk7frlfntepowa	65	3	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	65	4	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	65	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	65	6	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	65	7	including	include	VBG
work_gxb3jgybnreolk7frlfntepowa	65	8	Bayesian	bayesian	JJ
work_gxb3jgybnreolk7frlfntepowa	65	9	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	65	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	65	11	decision	decision	NN
work_gxb3jgybnreolk7frlfntepowa	65	12	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	65	13	tree	tree	NN
work_gxb3jgybnreolk7frlfntepowa	65	14	modelling	modelling	NN
work_gxb3jgybnreolk7frlfntepowa	65	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	65	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	65	17	also	also	RB
work_gxb3jgybnreolk7frlfntepowa	65	18	show	show	VBP
work_gxb3jgybnreolk7frlfntepowa	65	19	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	65	20	neighbourhood	neighbourhood	NN
work_gxb3jgybnreolk7frlfntepowa	65	21	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	65	22	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	65	23	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	65	24	performed	perform	VBD
work_gxb3jgybnreolk7frlfntepowa	65	25	better	well	RBR
work_gxb3jgybnreolk7frlfntepowa	65	26	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	65	27	Bayesian	bayesian	JJ
work_gxb3jgybnreolk7frlfntepowa	65	28	belief	belief	NN
work_gxb3jgybnreolk7frlfntepowa	65	29	networks	network	NNS
work_gxb3jgybnreolk7frlfntepowa	65	30	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	65	31	non-	non-	NNP
work_gxb3jgybnreolk7frlfntepowa	65	32	binary	binary	JJ
work_gxb3jgybnreolk7frlfntepowa	65	33	domains	domain	NNS
work_gxb3jgybnreolk7frlfntepowa	65	34	.	.	.
work_gxb3jgybnreolk7frlfntepowa	66	1	Bayesian	bayesian	JJ
work_gxb3jgybnreolk7frlfntepowa	66	2	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	66	3	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	66	4	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	66	5	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	66	6	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	66	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	66	8	best	well	RBS
work_gxb3jgybnreolk7frlfntepowa	66	9	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	66	10	performing	perform	VBG
work_gxb3jgybnreolk7frlfntepowa	66	11	if	if	IN
work_gxb3jgybnreolk7frlfntepowa	66	12	computational	computational	JJ
work_gxb3jgybnreolk7frlfntepowa	66	13	complexity	complexity	NN
work_gxb3jgybnreolk7frlfntepowa	66	14	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	66	15	not	not	RB
work_gxb3jgybnreolk7frlfntepowa	66	16	taken	take	VBN
work_gxb3jgybnreolk7frlfntepowa	66	17	into	into	IN
work_gxb3jgybnreolk7frlfntepowa	66	18	account	account	NN
work_gxb3jgybnreolk7frlfntepowa	66	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	67	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	67	2	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	67	3	framework	framework	NN
work_gxb3jgybnreolk7frlfntepowa	67	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	67	5	our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	67	6	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	67	7	cluster-	cluster-	NN
work_gxb3jgybnreolk7frlfntepowa	67	8	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	67	9	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	67	10	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	67	11	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	67	12	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	67	13	would	would	MD
work_gxb3jgybnreolk7frlfntepowa	67	14	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	67	15	considered	consider	VBN
work_gxb3jgybnreolk7frlfntepowa	67	16	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	67	17	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	67	18	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	67	19	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	67	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	68	1	More	more	RBR
work_gxb3jgybnreolk7frlfntepowa	68	2	recently	recently	RB
work_gxb3jgybnreolk7frlfntepowa	68	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	68	4	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	68	5	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	68	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	68	7	machine	machine	NN
work_gxb3jgybnreolk7frlfntepowa	68	8	learning	learn	VBG
work_gxb3jgybnreolk7frlfntepowa	68	9	tech-	tech-	JJ
work_gxb3jgybnreolk7frlfntepowa	68	10	niques	nique	NNS
work_gxb3jgybnreolk7frlfntepowa	68	11	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	68	12	hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	68	13	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	68	14	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	68	15	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	68	16	been	be	VBN
work_gxb3jgybnreolk7frlfntepowa	68	17	chal-	chal-	RB
work_gxb3jgybnreolk7frlfntepowa	68	18	lenged	lenge	VBN
work_gxb3jgybnreolk7frlfntepowa	68	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	69	1	Hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	69	2	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	69	3	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	69	4	combine	combine	VBP
work_gxb3jgybnreolk7frlfntepowa	69	5	recommendations	recommendation	NNS
work_gxb3jgybnreolk7frlfntepowa	69	6	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	69	7	multiple	multiple	JJ
work_gxb3jgybnreolk7frlfntepowa	69	8	sources	source	NNS
work_gxb3jgybnreolk7frlfntepowa	69	9	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	69	10	include	include	VBP
work_gxb3jgybnreolk7frlfntepowa	69	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	69	12	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	69	13	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	69	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	69	15	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	69	16	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	69	17	page	page	NN
work_gxb3jgybnreolk7frlfntepowa	69	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	69	19	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	69	20	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	69	21	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	69	22	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	69	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	69	24	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	69	25	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	69	26	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	69	27	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	69	28	,	,	,
work_gxb3jgybnreolk7frlfntepowa	69	29	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	70	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	70	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	70	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	70	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	71	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	71	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	71	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	71	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	71	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	71	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	71	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	71	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	71	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	71	10	413–423414	413–423414	CD
work_gxb3jgybnreolk7frlfntepowa	71	11	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	71	12	demographic	demographic	JJ
work_gxb3jgybnreolk7frlfntepowa	71	13	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	71	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	71	15	so	so	RB
work_gxb3jgybnreolk7frlfntepowa	71	16	on	on	RB
work_gxb3jgybnreolk7frlfntepowa	71	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	72	1	Balabanovı́c	Balabanovı́c	NNP
work_gxb3jgybnreolk7frlfntepowa	72	2	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	72	3	Shoham	Shoham	NNP
work_gxb3jgybnreolk7frlfntepowa	72	4	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	72	5	1997	1997	CD
work_gxb3jgybnreolk7frlfntepowa	72	6	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	72	7	apply	apply	VBP
work_gxb3jgybnreolk7frlfntepowa	72	8	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	72	9	Selection	selection	NN
work_gxb3jgybnreolk7frlfntepowa	72	10	agent	agent	NN
work_gxb3jgybnreolk7frlfntepowa	72	11	’	'	''
work_gxb3jgybnreolk7frlfntepowa	72	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	72	13	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	72	14	decides	decide	VBZ
work_gxb3jgybnreolk7frlfntepowa	72	15	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	72	16	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	72	17	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	72	18	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	72	19	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	72	20	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	72	21	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	72	22	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	72	23	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	72	24	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	72	25	.	.	.
work_gxb3jgybnreolk7frlfntepowa	73	1	Pazzani	Pazzani	NNP
work_gxb3jgybnreolk7frlfntepowa	73	2	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	73	3	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	73	4	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	73	5	shows	show	VBZ
work_gxb3jgybnreolk7frlfntepowa	73	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	73	7	hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	73	8	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	73	9	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	73	10	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	73	11	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	73	12	uses	use	VBZ
work_gxb3jgybnreolk7frlfntepowa	73	13	more	more	JJR
work_gxb3jgybnreolk7frlfntepowa	73	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	73	15	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	73	16	available	available	JJ
work_gxb3jgybnreolk7frlfntepowa	73	17	infor-	infor-	XX
work_gxb3jgybnreolk7frlfntepowa	73	18	mation	mation	NN
work_gxb3jgybnreolk7frlfntepowa	73	19	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	73	20	consequently	consequently	RB
work_gxb3jgybnreolk7frlfntepowa	73	21	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	73	22	more	more	RBR
work_gxb3jgybnreolk7frlfntepowa	73	23	precise	precise	JJ
work_gxb3jgybnreolk7frlfntepowa	73	24	recommen-	recommen-	JJ
work_gxb3jgybnreolk7frlfntepowa	73	25	dations	dation	NNS
work_gxb3jgybnreolk7frlfntepowa	73	26	.	.	.
work_gxb3jgybnreolk7frlfntepowa	74	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	74	2	strengths	strength	NNS
work_gxb3jgybnreolk7frlfntepowa	74	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	74	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	74	5	different	different	JJ
work_gxb3jgybnreolk7frlfntepowa	74	6	approaches	approach	NNS
work_gxb3jgybnreolk7frlfntepowa	74	7	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	74	8	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	74	9	complementary	complementary	JJ
work_gxb3jgybnreolk7frlfntepowa	74	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	75	1	Basu	basu	UH
work_gxb3jgybnreolk7frlfntepowa	75	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	75	3	Hirsh	Hirsh	NNP
work_gxb3jgybnreolk7frlfntepowa	75	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	75	5	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	75	6	Cohen	Cohen	NNP
work_gxb3jgybnreolk7frlfntepowa	75	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	75	8	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	75	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	75	10	present	present	VBP
work_gxb3jgybnreolk7frlfntepowa	75	11	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	75	12	inductive	inductive	JJ
work_gxb3jgybnreolk7frlfntepowa	75	13	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	75	14	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	75	15	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	75	16	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	75	17	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	75	18	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	75	19	able	able	JJ
work_gxb3jgybnreolk7frlfntepowa	75	20	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	75	21	use	use	VB
work_gxb3jgybnreolk7frlfntepowa	75	22	both	both	DT
work_gxb3jgybnreolk7frlfntepowa	75	23	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	75	24	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	75	25	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	75	26	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	75	27	forms	form	NNS
work_gxb3jgybnreolk7frlfntepowa	75	28	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	75	29	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	75	30	about	about	IN
work_gxb3jgybnreolk7frlfntepowa	75	31	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	75	32	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	75	33	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	75	34	predicting	predict	VBG
work_gxb3jgybnreolk7frlfntepowa	75	35	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	75	36	prefer-	prefer-	NN
work_gxb3jgybnreolk7frlfntepowa	75	37	ences	ence	NNS
work_gxb3jgybnreolk7frlfntepowa	75	38	.	.	.
work_gxb3jgybnreolk7frlfntepowa	76	1	Delgado	Delgado	NNP
work_gxb3jgybnreolk7frlfntepowa	76	2	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	76	3	Ishii	Ishii	NNP
work_gxb3jgybnreolk7frlfntepowa	76	4	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	76	5	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	76	6	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	76	7	suggest	suggest	VBP
work_gxb3jgybnreolk7frlfntepowa	76	8	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	76	9	weighted-	weighted-	JJ
work_gxb3jgybnreolk7frlfntepowa	76	10	majority	majority	NN
work_gxb3jgybnreolk7frlfntepowa	76	11	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	76	12	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	76	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	76	14	Pennock	Pennock	NNP
work_gxb3jgybnreolk7frlfntepowa	76	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	76	16	Horvitz	Horvitz	NNP
work_gxb3jgybnreolk7frlfntepowa	76	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	76	18	Lawrence	Lawrence	NNP
work_gxb3jgybnreolk7frlfntepowa	76	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	76	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	76	21	Giles	Giles	NNP
work_gxb3jgybnreolk7frlfntepowa	76	22	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	76	23	2000	2000	CD
work_gxb3jgybnreolk7frlfntepowa	76	24	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	76	25	suggest	suggest	VBP
work_gxb3jgybnreolk7frlfntepowa	76	26	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	76	27	hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	76	28	memory	memory	NN
work_gxb3jgybnreolk7frlfntepowa	76	29	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	76	30	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	76	31	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	76	32	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	76	33	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	76	34	personality	personality	NN
work_gxb3jgybnreolk7frlfntepowa	76	35	diagnosis	diagnosis	NN
work_gxb3jgybnreolk7frlfntepowa	76	36	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	76	37	computes	compute	VBZ
work_gxb3jgybnreolk7frlfntepowa	76	38	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	76	39	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	76	40	probability	probability	NN
work_gxb3jgybnreolk7frlfntepowa	76	41	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	76	42	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	76	43	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	76	44	personality	personality	NN
work_gxb3jgybnreolk7frlfntepowa	76	45	grouping	grouping	NN
work_gxb3jgybnreolk7frlfntepowa	76	46	.	.	.
work_gxb3jgybnreolk7frlfntepowa	77	1	However	however	RB
work_gxb3jgybnreolk7frlfntepowa	77	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	77	3	these	these	DT
work_gxb3jgybnreolk7frlfntepowa	77	4	efforts	effort	NNS
work_gxb3jgybnreolk7frlfntepowa	77	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	77	6	improving	improve	VBG
work_gxb3jgybnreolk7frlfntepowa	77	7	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	77	8	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	77	9	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	77	10	decoupled	decouple	VBN
work_gxb3jgybnreolk7frlfntepowa	77	11	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	77	12	computational	computational	JJ
work_gxb3jgybnreolk7frlfntepowa	77	13	complexity	complexity	NN
work_gxb3jgybnreolk7frlfntepowa	77	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	77	15	response	response	NN
work_gxb3jgybnreolk7frlfntepowa	77	16	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	77	17	issues	issue	NNS
work_gxb3jgybnreolk7frlfntepowa	77	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	78	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	78	2	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	78	3	paper	paper	NN
work_gxb3jgybnreolk7frlfntepowa	78	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	78	5	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	78	6	introduce	introduce	VBP
work_gxb3jgybnreolk7frlfntepowa	78	7	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	78	8	computational	computational	JJ
work_gxb3jgybnreolk7frlfntepowa	78	9	machine	machine	NN
work_gxb3jgybnreolk7frlfntepowa	78	10	learning	learn	VBG
work_gxb3jgybnreolk7frlfntepowa	78	11	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	78	12	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	78	13	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	78	14	comprises	comprise	VBZ
work_gxb3jgybnreolk7frlfntepowa	78	15	off	off	IN
work_gxb3jgybnreolk7frlfntepowa	78	16	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	78	17	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	78	18	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	78	19	part	part	NN
work_gxb3jgybnreolk7frlfntepowa	78	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	78	21	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	78	22	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	78	23	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	78	24	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	78	25	predicting	predict	VBG
work_gxb3jgybnreolk7frlfntepowa	78	26	part	part	NN
work_gxb3jgybnreolk7frlfntepowa	78	27	.	.	.
work_gxb3jgybnreolk7frlfntepowa	79	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	79	2	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	79	3	focuses	focus	VBZ
work_gxb3jgybnreolk7frlfntepowa	79	4	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	79	5	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	79	6	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	79	7	efficiency	efficiency	NN
work_gxb3jgybnreolk7frlfntepowa	79	8	simultaneously	simultaneously	RB
work_gxb3jgybnreolk7frlfntepowa	79	9	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	79	10	lessening	lessen	VBG
work_gxb3jgybnreolk7frlfntepowa	79	11	on-	on-	NNP
work_gxb3jgybnreolk7frlfntepowa	79	12	line	line	NNP
work_gxb3jgybnreolk7frlfntepowa	79	13	computation	computation	NN
work_gxb3jgybnreolk7frlfntepowa	79	14	complexity	complexity	NN
work_gxb3jgybnreolk7frlfntepowa	79	15	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	79	16	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	79	17	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	79	18	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	79	19	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	79	20	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	79	21	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	79	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	80	1	Since	since	IN
work_gxb3jgybnreolk7frlfntepowa	80	2	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	80	3	adapt	adapt	VBP
work_gxb3jgybnreolk7frlfntepowa	80	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	80	5	dense	dense	JJ
work_gxb3jgybnreolk7frlfntepowa	80	6	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	80	7	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	80	8	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	80	9	matrix	matrix	NN
work_gxb3jgybnreolk7frlfntepowa	80	10	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	80	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	80	12	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	80	13	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	80	14	set	set	VBN
work_gxb3jgybnreolk7frlfntepowa	80	15	induced	induce	VBN
work_gxb3jgybnreolk7frlfntepowa	80	16	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	80	17	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	80	18	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	80	19	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	80	20	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	80	21	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	80	22	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	80	23	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	80	24	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	80	25	,	,	,
work_gxb3jgybnreolk7frlfntepowa	80	26	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	80	27	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	80	28	matrix	matrix	NN
work_gxb3jgybnreolk7frlfntepowa	80	29	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	80	30	directly	directly	RB
work_gxb3jgybnreolk7frlfntepowa	80	31	computed	compute	VBN
work_gxb3jgybnreolk7frlfntepowa	80	32	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	80	33	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	80	34	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	80	35	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	80	36	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	80	37	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	80	38	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	80	39	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	80	40	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	80	41	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	80	42	predicted	predict	VBN
work_gxb3jgybnreolk7frlfntepowa	80	43	.	.	.
work_gxb3jgybnreolk7frlfntepowa	81	1	2.2	2.2	CD
work_gxb3jgybnreolk7frlfntepowa	81	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	82	1	Self	self	NN
work_gxb3jgybnreolk7frlfntepowa	82	2	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	82	3	organizing	organize	VBG
work_gxb3jgybnreolk7frlfntepowa	82	4	map	map	NN
work_gxb3jgybnreolk7frlfntepowa	82	5	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	82	6	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	82	7	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	82	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	82	9	known	know	VBN
work_gxb3jgybnreolk7frlfntepowa	82	10	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	82	11	competitive	competitive	JJ
work_gxb3jgybnreolk7frlfntepowa	82	12	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	82	13	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	82	14	self	self	NN
work_gxb3jgybnreolk7frlfntepowa	82	15	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	82	16	organization	organization	NN
work_gxb3jgybnreolk7frlfntepowa	82	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	82	18	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	82	19	been	be	VBN
work_gxb3jgybnreolk7frlfntepowa	82	20	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	82	21	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	82	22	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	82	23	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	82	24	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	82	25	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	82	26	popular	popular	JJ
work_gxb3jgybnreolk7frlfntepowa	82	27	unsupervized	unsupervized	JJ
work_gxb3jgybnreolk7frlfntepowa	82	28	competitive	competitive	JJ
work_gxb3jgybnreolk7frlfntepowa	82	29	neural	neural	JJ
work_gxb3jgybnreolk7frlfntepowa	82	30	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	82	31	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	82	32	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	82	33	,	,	,
work_gxb3jgybnreolk7frlfntepowa	82	34	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	82	35	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	82	36	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	82	37	visualization	visualization	NN
work_gxb3jgybnreolk7frlfntepowa	82	38	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	82	39	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	82	40	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	82	41	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	82	42	real-	real-	JJ
work_gxb3jgybnreolk7frlfntepowa	82	43	world	world	NN
work_gxb3jgybnreolk7frlfntepowa	82	44	problems	problem	NNS
work_gxb3jgybnreolk7frlfntepowa	82	45	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	82	46	Kohonen	Kohonen	NNP
work_gxb3jgybnreolk7frlfntepowa	82	47	et	et	FW
work_gxb3jgybnreolk7frlfntepowa	82	48	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	82	49	.	.	NNP
work_gxb3jgybnreolk7frlfntepowa	82	50	,	,	,
work_gxb3jgybnreolk7frlfntepowa	82	51	1996	1996	CD
work_gxb3jgybnreolk7frlfntepowa	82	52	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	82	53	.	.	.
work_gxb3jgybnreolk7frlfntepowa	83	1	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	83	2	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	83	3	capable	capable	JJ
work_gxb3jgybnreolk7frlfntepowa	83	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	83	5	mapping	map	VBG
work_gxb3jgybnreolk7frlfntepowa	83	6	high	high	JJ
work_gxb3jgybnreolk7frlfntepowa	83	7	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	83	8	dimensional	dimensional	JJ
work_gxb3jgybnreolk7frlfntepowa	83	9	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	83	10	input	input	NN
work_gxb3jgybnreolk7frlfntepowa	83	11	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	83	12	into	into	IN
work_gxb3jgybnreolk7frlfntepowa	83	13	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	83	14	close	close	JJ
work_gxb3jgybnreolk7frlfntepowa	83	15	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	83	16	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	83	17	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	83	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	84	1	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	84	2	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	84	3	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	84	4	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	84	5	layer	layer	NN
work_gxb3jgybnreolk7frlfntepowa	84	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	84	7	fully	fully	RB
work_gxb3jgybnreolk7frlfntepowa	84	8	connected	connect	VBN
work_gxb3jgybnreolk7frlfntepowa	84	9	networks	network	NNS
work_gxb3jgybnreolk7frlfntepowa	84	10	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	84	11	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	84	12	weight	weight	NN
work_gxb3jgybnreolk7frlfntepowa	84	13	matrix	matrix	NN
work_gxb3jgybnreolk7frlfntepowa	84	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	85	1	Sometimes	sometimes	RB
work_gxb3jgybnreolk7frlfntepowa	85	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	85	3	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	85	4	called	call	VBD
work_gxb3jgybnreolk7frlfntepowa	85	5	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	85	6	topology	topology	NN
work_gxb3jgybnreolk7frlfntepowa	85	7	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	85	8	preserving	preserve	VBG
work_gxb3jgybnreolk7frlfntepowa	85	9	maps	map	NNS
work_gxb3jgybnreolk7frlfntepowa	85	10	’	'	''
work_gxb3jgybnreolk7frlfntepowa	85	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	85	12	assumes	assume	VBZ
work_gxb3jgybnreolk7frlfntepowa	85	13	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	85	14	topological	topological	JJ
work_gxb3jgybnreolk7frlfntepowa	85	15	structure	structure	NN
work_gxb3jgybnreolk7frlfntepowa	85	16	among	among	IN
work_gxb3jgybnreolk7frlfntepowa	85	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	85	18	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	85	19	units	unit	NNS
work_gxb3jgybnreolk7frlfntepowa	85	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	86	1	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	86	2	topological	topological	JJ
work_gxb3jgybnreolk7frlfntepowa	86	3	map	map	NN
work_gxb3jgybnreolk7frlfntepowa	86	4	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	86	5	simply	simply	RB
work_gxb3jgybnreolk7frlfntepowa	86	6	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	86	7	mapping	mapping	NN
work_gxb3jgybnreolk7frlfntepowa	86	8	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	86	9	preserves	preserve	VBZ
work_gxb3jgybnreolk7frlfntepowa	86	10	neighbourhood	neighbourhood	NN
work_gxb3jgybnreolk7frlfntepowa	86	11	relations	relation	NNS
work_gxb3jgybnreolk7frlfntepowa	86	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	86	13	performs	perform	VBZ
work_gxb3jgybnreolk7frlfntepowa	86	14	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	86	15	topology	topology	NN
work_gxb3jgybnreolk7frlfntepowa	86	16	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	86	17	preserving	preserve	VBG
work_gxb3jgybnreolk7frlfntepowa	86	18	projection	projection	NN
work_gxb3jgybnreolk7frlfntepowa	86	19	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	86	20	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	86	21	data	data	NN
work_gxb3jgybnreolk7frlfntepowa	86	22	space	space	NN
work_gxb3jgybnreolk7frlfntepowa	86	23	onto	onto	IN
work_gxb3jgybnreolk7frlfntepowa	86	24	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	86	25	regular	regular	JJ
work_gxb3jgybnreolk7frlfntepowa	86	26	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	86	27	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	86	28	dimensional	dimensional	JJ
work_gxb3jgybnreolk7frlfntepowa	86	29	grid	grid	NN
work_gxb3jgybnreolk7frlfntepowa	86	30	.	.	.
work_gxb3jgybnreolk7frlfntepowa	87	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	87	2	resulting	result	VBG
work_gxb3jgybnreolk7frlfntepowa	87	3	maps	map	NNS
work_gxb3jgybnreolk7frlfntepowa	87	4	provide	provide	VBP
work_gxb3jgybnreolk7frlfntepowa	87	5	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	87	6	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	87	7	intuitive	intuitive	JJ
work_gxb3jgybnreolk7frlfntepowa	87	8	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	87	9	familiar	familiar	JJ
work_gxb3jgybnreolk7frlfntepowa	87	10	way	way	NN
work_gxb3jgybnreolk7frlfntepowa	87	11	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	87	12	correlating	correlating	NN
work_gxb3jgybnreolk7frlfntepowa	87	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	87	14	illustrating	illustrate	VBG
work_gxb3jgybnreolk7frlfntepowa	87	15	input	input	NN
work_gxb3jgybnreolk7frlfntepowa	87	16	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	87	17	sets	set	NNS
work_gxb3jgybnreolk7frlfntepowa	87	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	88	1	Furthermore	furthermore	RB
work_gxb3jgybnreolk7frlfntepowa	88	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	88	3	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	88	4	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	88	5	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	88	6	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	88	7	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	88	8	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	88	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	88	10	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	88	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	88	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	88	13	modelling	modelling	NN
work_gxb3jgybnreolk7frlfntepowa	88	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	89	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	89	2	versatile	versatile	JJ
work_gxb3jgybnreolk7frlfntepowa	89	3	properties	property	NNS
work_gxb3jgybnreolk7frlfntepowa	89	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	89	5	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	89	6	make	make	VBP
work_gxb3jgybnreolk7frlfntepowa	89	7	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	89	8	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	89	9	valuable	valuable	JJ
work_gxb3jgybnreolk7frlfntepowa	89	10	tool	tool	NN
work_gxb3jgybnreolk7frlfntepowa	89	11	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	89	12	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	89	13	mining	mining	NN
work_gxb3jgybnreolk7frlfntepowa	89	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	90	1	Relating	relate	VBG
work_gxb3jgybnreolk7frlfntepowa	90	2	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	90	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	90	4	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	90	5	capability	capability	NN
work_gxb3jgybnreolk7frlfntepowa	90	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	90	7	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	90	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	90	9	Mangiameli	Mangiameli	NNP
work_gxb3jgybnreolk7frlfntepowa	90	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	90	11	Chen	Chen	NNP
work_gxb3jgybnreolk7frlfntepowa	90	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	90	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	90	14	West	West	NNP
work_gxb3jgybnreolk7frlfntepowa	90	15	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	90	16	1996	1996	CD
work_gxb3jgybnreolk7frlfntepowa	90	17	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	90	18	demonstrate	demonstrate	VBP
work_gxb3jgybnreolk7frlfntepowa	90	19	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	90	20	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	90	21	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	90	22	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	90	23	better	well	JJR
work_gxb3jgybnreolk7frlfntepowa	90	24	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	90	25	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	90	26	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	90	27	hierarchical	hierarchical	JJ
work_gxb3jgybnreolk7frlfntepowa	90	28	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	90	29	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	90	30	overlapped	overlap	VBN
work_gxb3jgybnreolk7frlfntepowa	90	31	dispersion	dispersion	NN
work_gxb3jgybnreolk7frlfntepowa	90	32	,	,	,
work_gxb3jgybnreolk7frlfntepowa	90	33	irrele-	irrele-	VBZ
work_gxb3jgybnreolk7frlfntepowa	90	34	vant	vant	JJ
work_gxb3jgybnreolk7frlfntepowa	90	35	variables	variable	NNS
work_gxb3jgybnreolk7frlfntepowa	90	36	,	,	,
work_gxb3jgybnreolk7frlfntepowa	90	37	outliers	outlier	NNS
work_gxb3jgybnreolk7frlfntepowa	90	38	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	90	39	different	different	JJ
work_gxb3jgybnreolk7frlfntepowa	90	40	sized	sized	JJ
work_gxb3jgybnreolk7frlfntepowa	90	41	populations	population	NNS
work_gxb3jgybnreolk7frlfntepowa	90	42	.	.	.
work_gxb3jgybnreolk7frlfntepowa	91	1	For	for	IN
work_gxb3jgybnreolk7frlfntepowa	91	2	that	that	DT
work_gxb3jgybnreolk7frlfntepowa	91	3	reason	reason	NN
work_gxb3jgybnreolk7frlfntepowa	91	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	91	5	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	91	6	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	91	7	been	be	VBN
work_gxb3jgybnreolk7frlfntepowa	91	8	adapted	adapt	VBN
work_gxb3jgybnreolk7frlfntepowa	91	9	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	91	10	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	91	11	analytical	analytical	JJ
work_gxb3jgybnreolk7frlfntepowa	91	12	tool	tool	NN
work_gxb3jgybnreolk7frlfntepowa	91	13	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	91	14	various	various	JJ
work_gxb3jgybnreolk7frlfntepowa	91	15	marketing	marketing	NN
work_gxb3jgybnreolk7frlfntepowa	91	16	domains	domain	NNS
work_gxb3jgybnreolk7frlfntepowa	91	17	including	include	VBG
work_gxb3jgybnreolk7frlfntepowa	91	18	database	database	NN
work_gxb3jgybnreolk7frlfntepowa	91	19	marketing	marketing	NN
work_gxb3jgybnreolk7frlfntepowa	91	20	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	91	21	Ha	Ha	NNP
work_gxb3jgybnreolk7frlfntepowa	91	22	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	91	23	Park	Park	NNP
work_gxb3jgybnreolk7frlfntepowa	91	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	91	25	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	91	26	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	91	27	,	,	,
work_gxb3jgybnreolk7frlfntepowa	91	28	segmentation	segmentation	NN
work_gxb3jgybnreolk7frlfntepowa	91	29	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	91	30	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	91	31	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	91	32	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	91	33	markets	market	NNS
work_gxb3jgybnreolk7frlfntepowa	91	34	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	91	35	Vellido	Vellido	NNP
work_gxb3jgybnreolk7frlfntepowa	91	36	,	,	,
work_gxb3jgybnreolk7frlfntepowa	91	37	Lisboa	Lisboa	NNP
work_gxb3jgybnreolk7frlfntepowa	91	38	,	,	,
work_gxb3jgybnreolk7frlfntepowa	91	39	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	91	40	Meehan	Meehan	NNP
work_gxb3jgybnreolk7frlfntepowa	91	41	,	,	,
work_gxb3jgybnreolk7frlfntepowa	91	42	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	91	43	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	91	44	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	91	45	automatic	automatic	JJ
work_gxb3jgybnreolk7frlfntepowa	91	46	labelling	labelling	NN
work_gxb3jgybnreolk7frlfntepowa	91	47	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	91	48	customer	customer	NN
work_gxb3jgybnreolk7frlfntepowa	91	49	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	91	50	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	91	51	Yuan	Yuan	NNP
work_gxb3jgybnreolk7frlfntepowa	91	52	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	91	53	Chang	Chang	NNP
work_gxb3jgybnreolk7frlfntepowa	91	54	,	,	,
work_gxb3jgybnreolk7frlfntepowa	91	55	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	91	56	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	91	57	.	.	.
work_gxb3jgybnreolk7frlfntepowa	92	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	92	2	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	92	3	suggested	suggest	VBN
work_gxb3jgybnreolk7frlfntepowa	92	4	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	92	5	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	92	6	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	92	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	92	8	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	92	9	focus	focus	VBP
work_gxb3jgybnreolk7frlfntepowa	92	10	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	92	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	92	12	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	92	13	capability	capability	NN
work_gxb3jgybnreolk7frlfntepowa	92	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	92	15	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	92	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	93	1	Given	give	VBN
work_gxb3jgybnreolk7frlfntepowa	93	2	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	93	3	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	93	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	93	5	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	93	6	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	93	7	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	93	8	patterns	pattern	NNS
work_gxb3jgybnreolk7frlfntepowa	93	9	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	93	10	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	93	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	93	12	X	X	NNS
work_gxb3jgybnreolk7frlfntepowa	93	13	;	;	:
work_gxb3jgybnreolk7frlfntepowa	93	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	93	15	algorithm	algorithm	NNP
work_gxb3jgybnreolk7frlfntepowa	93	16	returns	return	VBZ
work_gxb3jgybnreolk7frlfntepowa	93	17	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	93	18	prototype	prototype	NN
work_gxb3jgybnreolk7frlfntepowa	93	19	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	93	20	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	93	21	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	93	22	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	93	23	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	93	24	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	93	25	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	93	26	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	93	27	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	93	28	yi	yi	XX
work_gxb3jgybnreolk7frlfntepowa	93	29	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	93	30	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	93	31	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	93	32	i	i	PRP
work_gxb3jgybnreolk7frlfntepowa	93	33	:	:	:
work_gxb3jgybnreolk7frlfntepowa	93	34	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	93	35	prototypes	prototype	NNS
work_gxb3jgybnreolk7frlfntepowa	93	36	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	93	37	sometimes	sometimes	RB
work_gxb3jgybnreolk7frlfntepowa	93	38	called	call	VBN
work_gxb3jgybnreolk7frlfntepowa	93	39	neurons	neuron	NNS
work_gxb3jgybnreolk7frlfntepowa	93	40	.	.	.
work_gxb3jgybnreolk7frlfntepowa	94	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	94	2	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	94	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	94	4	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	94	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	94	6	M	M	NNP
work_gxb3jgybnreolk7frlfntepowa	94	7	;	;	:
work_gxb3jgybnreolk7frlfntepowa	94	8	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	94	9	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	94	10	parameter	parameter	NN
work_gxb3jgybnreolk7frlfntepowa	94	11	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	94	12	must	must	MD
work_gxb3jgybnreolk7frlfntepowa	94	13	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	94	14	provided	provide	VBN
work_gxb3jgybnreolk7frlfntepowa	94	15	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	94	16	priori	priori	FW
work_gxb3jgybnreolk7frlfntepowa	94	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	95	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	95	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	95	3	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	95	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	95	5	first	first	RB
work_gxb3jgybnreolk7frlfntepowa	95	6	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	95	7	prototype	prototype	NN
work_gxb3jgybnreolk7frlfntepowa	95	8	yp	yp	NNP
work_gxb3jgybnreolk7frlfntepowa	95	9	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	95	10	randomly	randomly	RB
work_gxb3jgybnreolk7frlfntepowa	95	11	initialized	initialize	VBN
work_gxb3jgybnreolk7frlfntepowa	95	12	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	95	13	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	95	14	4	4	CD
work_gxb3jgybnreolk7frlfntepowa	95	15	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	95	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	96	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	96	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	96	3	main	main	JJ
work_gxb3jgybnreolk7frlfntepowa	96	4	loop	loop	NN
work_gxb3jgybnreolk7frlfntepowa	96	5	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	96	6	lines	line	NNS
work_gxb3jgybnreolk7frlfntepowa	96	7	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	96	8	–	–	SYM
work_gxb3jgybnreolk7frlfntepowa	96	9	10	10	CD
work_gxb3jgybnreolk7frlfntepowa	96	10	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	96	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	96	12	one	one	PRP
work_gxb3jgybnreolk7frlfntepowa	96	13	randomly	randomly	RB
work_gxb3jgybnreolk7frlfntepowa	96	14	selects	select	VBZ
work_gxb3jgybnreolk7frlfntepowa	96	15	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	96	16	element	element	NN
work_gxb3jgybnreolk7frlfntepowa	96	17	x	x	:
work_gxb3jgybnreolk7frlfntepowa	96	18	[	[	-LRB-
work_gxb3jgybnreolk7frlfntepowa	96	19	X	x	NN
work_gxb3jgybnreolk7frlfntepowa	96	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	96	21	determines	determine	VBZ
work_gxb3jgybnreolk7frlfntepowa	96	22	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	96	23	neuron	neuron	NNP
work_gxb3jgybnreolk7frlfntepowa	96	24	yp	yp	NNP
work_gxb3jgybnreolk7frlfntepowa	96	25	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	96	26	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	96	27	nearest	near	JJS
work_gxb3jgybnreolk7frlfntepowa	96	28	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	96	29	x	x	SYM
work_gxb3jgybnreolk7frlfntepowa	96	30	:	:	:
work_gxb3jgybnreolk7frlfntepowa	96	31	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	96	32	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	96	33	inner	inner	JJ
work_gxb3jgybnreolk7frlfntepowa	96	34	loop	loop	NN
work_gxb3jgybnreolk7frlfntepowa	96	35	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	96	36	lines	line	NNS
work_gxb3jgybnreolk7frlfntepowa	96	37	8	8	CD
work_gxb3jgybnreolk7frlfntepowa	96	38	,	,	,
work_gxb3jgybnreolk7frlfntepowa	96	39	9	9	CD
work_gxb3jgybnreolk7frlfntepowa	96	40	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	96	41	,	,	,
work_gxb3jgybnreolk7frlfntepowa	96	42	one	one	PRP
work_gxb3jgybnreolk7frlfntepowa	96	43	considers	consider	VBZ
work_gxb3jgybnreolk7frlfntepowa	96	44	all	all	DT
work_gxb3jgybnreolk7frlfntepowa	96	45	neurons	neuron	NNS
work_gxb3jgybnreolk7frlfntepowa	96	46	y	y	NNP
work_gxb3jgybnreolk7frlfntepowa	96	47	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	96	48	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	96	49	within	within	IN
work_gxb3jgybnreolk7frlfntepowa	96	50	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	96	51	neighbourhood	neighbourhood	NN
work_gxb3jgybnreolk7frlfntepowa	96	52	NðypÞ	NðypÞ	NNP
work_gxb3jgybnreolk7frlfntepowa	96	53	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	96	54	yp	yp	NNP
work_gxb3jgybnreolk7frlfntepowa	96	55	;	;	:
work_gxb3jgybnreolk7frlfntepowa	96	56	including	include	VBG
work_gxb3jgybnreolk7frlfntepowa	96	57	yp	yp	NNP
work_gxb3jgybnreolk7frlfntepowa	96	58	;	;	:
work_gxb3jgybnreolk7frlfntepowa	96	59	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	96	60	updates	update	VBZ
work_gxb3jgybnreolk7frlfntepowa	96	61	them	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	96	62	according	accord	VBG
work_gxb3jgybnreolk7frlfntepowa	96	63	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	96	64	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	96	65	formula	formula	NN
work_gxb3jgybnreolk7frlfntepowa	96	66	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	96	67	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	96	68	8	8	CD
work_gxb3jgybnreolk7frlfntepowa	96	69	.	.	.
work_gxb3jgybnreolk7frlfntepowa	97	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	97	2	effect	effect	NN
work_gxb3jgybnreolk7frlfntepowa	97	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	97	4	neuron	neuron	NNP
work_gxb3jgybnreolk7frlfntepowa	97	5	updating	updating	NN
work_gxb3jgybnreolk7frlfntepowa	97	6	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	97	7	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	97	8	move	move	VB
work_gxb3jgybnreolk7frlfntepowa	97	9	neuron	neuron	NNP
work_gxb3jgybnreolk7frlfntepowa	97	10	y	y	NNP
work_gxb3jgybnreolk7frlfntepowa	97	11	closer	close	JJR
work_gxb3jgybnreolk7frlfntepowa	97	12	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	97	13	pattern	pattern	VB
work_gxb3jgybnreolk7frlfntepowa	97	14	x	x	SYM
work_gxb3jgybnreolk7frlfntepowa	97	15	:	:	:
work_gxb3jgybnreolk7frlfntepowa	97	16	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	97	17	degree	degree	NN
work_gxb3jgybnreolk7frlfntepowa	97	18	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	97	19	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	97	20	y	y	NNP
work_gxb3jgybnreolk7frlfntepowa	97	21	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	97	22	moved	move	VBN
work_gxb3jgybnreolk7frlfntepowa	97	23	towards	towards	IN
work_gxb3jgybnreolk7frlfntepowa	97	24	x	x	NN
work_gxb3jgybnreolk7frlfntepowa	97	25	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	97	26	controlled	control	VBN
work_gxb3jgybnreolk7frlfntepowa	97	27	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	97	28	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	97	29	parameter	parameter	NN
work_gxb3jgybnreolk7frlfntepowa	97	30	g	g	NN
work_gxb3jgybnreolk7frlfntepowa	97	31	;	;	:
work_gxb3jgybnreolk7frlfntepowa	97	32	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	97	33	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	97	34	called	call	VBN
work_gxb3jgybnreolk7frlfntepowa	97	35	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	97	36	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	97	37	rate	rate	NN
work_gxb3jgybnreolk7frlfntepowa	97	38	.	.	.
work_gxb3jgybnreolk7frlfntepowa	98	1	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	98	2	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	98	3	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	98	4	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	98	5	noted	note	VBN
work_gxb3jgybnreolk7frlfntepowa	98	6	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	98	7	gis	gis	NNP
work_gxb3jgybnreolk7frlfntepowa	98	8	dependent	dependent	JJ
work_gxb3jgybnreolk7frlfntepowa	98	9	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	98	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	98	11	distance	distance	NN
work_gxb3jgybnreolk7frlfntepowa	98	12	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	98	13	y	y	NNP
work_gxb3jgybnreolk7frlfntepowa	98	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	98	15	yp	yp	NNP
work_gxb3jgybnreolk7frlfntepowa	98	16	;	;	:
work_gxb3jgybnreolk7frlfntepowa	98	17	i.e.	i.e.	FW
work_gxb3jgybnreolk7frlfntepowa	99	1	if	if	IN
work_gxb3jgybnreolk7frlfntepowa	99	2	neuron	neuron	NNP
work_gxb3jgybnreolk7frlfntepowa	99	3	y	y	NNP
work_gxb3jgybnreolk7frlfntepowa	99	4	[	[	-LRB-
work_gxb3jgybnreolk7frlfntepowa	99	5	NðypÞ	NðypÞ	NNP
work_gxb3jgybnreolk7frlfntepowa	99	6	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	99	7	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	99	8	smaller	small	JJR
work_gxb3jgybnreolk7frlfntepowa	99	9	distance	distance	NN
work_gxb3jgybnreolk7frlfntepowa	99	10	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	99	11	yp	yp	NNP
work_gxb3jgybnreolk7frlfntepowa	99	12	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	99	13	neuron	neuron	NNP
work_gxb3jgybnreolk7frlfntepowa	99	14	y0	y0	NNP
work_gxb3jgybnreolk7frlfntepowa	99	15	[	[	-LRB-
work_gxb3jgybnreolk7frlfntepowa	99	16	NðypÞ	nðypþ	UH
work_gxb3jgybnreolk7frlfntepowa	99	17	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	99	18	y	y	NNP
work_gxb3jgybnreolk7frlfntepowa	99	19	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	99	20	moved	move	VBN
work_gxb3jgybnreolk7frlfntepowa	99	21	towards	towards	IN
work_gxb3jgybnreolk7frlfntepowa	99	22	x	x	NNS
work_gxb3jgybnreolk7frlfntepowa	99	23	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	99	24	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	99	25	larger	large	JJR
work_gxb3jgybnreolk7frlfntepowa	99	26	degree	degree	NN
work_gxb3jgybnreolk7frlfntepowa	99	27	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	99	28	neuron	neuron	NNP
work_gxb3jgybnreolk7frlfntepowa	99	29	y0	y0	NNP
work_gxb3jgybnreolk7frlfntepowa	99	30	:	:	:
work_gxb3jgybnreolk7frlfntepowa	99	31	After	after	IN
work_gxb3jgybnreolk7frlfntepowa	99	32	iterations	iteration	NNS
work_gxb3jgybnreolk7frlfntepowa	99	33	through	through	IN
work_gxb3jgybnreolk7frlfntepowa	99	34	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	99	35	repeat	repeat	NN
work_gxb3jgybnreolk7frlfntepowa	99	36	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	99	37	loop	loop	NN
work_gxb3jgybnreolk7frlfntepowa	99	38	,	,	,
work_gxb3jgybnreolk7frlfntepowa	99	39	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	99	40	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	99	41	rate	rate	NN
work_gxb3jgybnreolk7frlfntepowa	99	42	g	g	NN
work_gxb3jgybnreolk7frlfntepowa	99	43	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	99	44	reduced	reduce	VBN
work_gxb3jgybnreolk7frlfntepowa	99	45	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	99	46	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	99	47	small	small	JJ
work_gxb3jgybnreolk7frlfntepowa	99	48	amount	amount	NN
work_gxb3jgybnreolk7frlfntepowa	99	49	,	,	,
work_gxb3jgybnreolk7frlfntepowa	99	50	thus	thus	RB
work_gxb3jgybnreolk7frlfntepowa	99	51	facilitating	facilitate	VBG
work_gxb3jgybnreolk7frlfntepowa	99	52	convergence	convergence	NN
work_gxb3jgybnreolk7frlfntepowa	99	53	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	99	54	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	99	55	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	99	56	.	.	.
work_gxb3jgybnreolk7frlfntepowa	100	1	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	100	2	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	100	3	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	100	4	expected	expect	VBN
work_gxb3jgybnreolk7frlfntepowa	100	5	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	100	6	after	after	IN
work_gxb3jgybnreolk7frlfntepowa	100	7	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	100	8	sufficient	sufficient	JJ
work_gxb3jgybnreolk7frlfntepowa	100	9	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	100	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	100	11	iterations	iteration	NNS
work_gxb3jgybnreolk7frlfntepowa	100	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	100	13	yi	yi	NNP
work_gxb3jgybnreolk7frlfntepowa	100	14	’s	’s	NNP
work_gxb3jgybnreolk7frlfntepowa	100	15	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	100	16	moved	move	VBN
work_gxb3jgybnreolk7frlfntepowa	100	17	into	into	IN
work_gxb3jgybnreolk7frlfntepowa	100	18	areas	area	NNS
work_gxb3jgybnreolk7frlfntepowa	100	19	where	where	WRB
work_gxb3jgybnreolk7frlfntepowa	100	20	many	many	JJ
work_gxb3jgybnreolk7frlfntepowa	100	21	xj	xj	NN
work_gxb3jgybnreolk7frlfntepowa	100	22	’s	’s	,
work_gxb3jgybnreolk7frlfntepowa	100	23	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	100	24	concentrated	concentrated	JJ
work_gxb3jgybnreolk7frlfntepowa	100	25	.	.	.
work_gxb3jgybnreolk7frlfntepowa	101	1	Hence	hence	RB
work_gxb3jgybnreolk7frlfntepowa	101	2	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	101	3	yi	yi	NNP
work_gxb3jgybnreolk7frlfntepowa	101	4	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	101	5	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	101	6	regarded	regard	VBN
work_gxb3jgybnreolk7frlfntepowa	101	7	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	101	8	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	101	9	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	101	10	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	101	11	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	101	12	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	101	13	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	101	14	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	101	15	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	101	16	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	101	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	101	18	next	next	JJ
work_gxb3jgybnreolk7frlfntepowa	101	19	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	101	20	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	101	21	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	101	22	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	101	23	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	101	24	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	101	25	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	101	26	indexed	index	VBN
work_gxb3jgybnreolk7frlfntepowa	101	27	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	101	28	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	101	29	’	'	''
work_gxb3jgybnreolk7frlfntepowa	101	30	.	.	.
work_gxb3jgybnreolk7frlfntepowa	102	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	102	2	Pseudo	Pseudo	NNP
work_gxb3jgybnreolk7frlfntepowa	102	3	code	code	NN
work_gxb3jgybnreolk7frlfntepowa	102	4	description	description	NN
work_gxb3jgybnreolk7frlfntepowa	102	5	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	102	6	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	102	7	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	102	8	Fig	Fig	NNP
work_gxb3jgybnreolk7frlfntepowa	102	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	103	1	1	1	LS
work_gxb3jgybnreolk7frlfntepowa	103	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	104	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	104	2	spite	spite	NN
work_gxb3jgybnreolk7frlfntepowa	104	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	104	4	several	several	JJ
work_gxb3jgybnreolk7frlfntepowa	104	5	excellent	excellent	JJ
work_gxb3jgybnreolk7frlfntepowa	104	6	applications	application	NNS
work_gxb3jgybnreolk7frlfntepowa	104	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	104	8	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	104	9	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	104	10	some	some	DT
work_gxb3jgybnreolk7frlfntepowa	104	11	limitations	limitation	NNS
work_gxb3jgybnreolk7frlfntepowa	104	12	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	104	13	hinder	hinder	VBP
work_gxb3jgybnreolk7frlfntepowa	104	14	its	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	104	15	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	104	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	105	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	105	2	typical	typical	JJ
work_gxb3jgybnreolk7frlfntepowa	105	3	limitations	limitation	NNS
work_gxb3jgybnreolk7frlfntepowa	105	4	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	105	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	105	6	settlements	settlement	NNS
work_gxb3jgybnreolk7frlfntepowa	105	7	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	105	8	due	due	JJ
work_gxb3jgybnreolk7frlfntepowa	105	9	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	105	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	105	11	vulnerability	vulnerability	NN
work_gxb3jgybnreolk7frlfntepowa	105	12	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	105	13	convergence	convergence	NN
work_gxb3jgybnreolk7frlfntepowa	105	14	along	along	IN
work_gxb3jgybnreolk7frlfntepowa	105	15	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	105	16	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	105	17	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	105	18	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	105	19	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	105	20	weight	weight	NN
work_gxb3jgybnreolk7frlfntepowa	105	21	initialization	initialization	NN
work_gxb3jgybnreolk7frlfntepowa	105	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	105	23	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	105	24	size	size	NN
work_gxb3jgybnreolk7frlfntepowa	105	25	,	,	,
work_gxb3jgybnreolk7frlfntepowa	105	26	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	105	27	stopping	stop	VBG
work_gxb3jgybnreolk7frlfntepowa	105	28	rule	rule	NN
work_gxb3jgybnreolk7frlfntepowa	105	29	conditions	condition	NNS
work_gxb3jgybnreolk7frlfntepowa	105	30	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	105	31	Kim	Kim	NNP
work_gxb3jgybnreolk7frlfntepowa	105	32	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	105	33	Han	Han	NNP
work_gxb3jgybnreolk7frlfntepowa	105	34	,	,	,
work_gxb3jgybnreolk7frlfntepowa	105	35	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	105	36	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	105	37	.	.	.
work_gxb3jgybnreolk7frlfntepowa	106	1	To	to	TO
work_gxb3jgybnreolk7frlfntepowa	106	2	determine	determine	VB
work_gxb3jgybnreolk7frlfntepowa	106	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	106	4	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	106	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	106	6	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	106	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	106	8	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	106	9	adapt	adapt	VBP
work_gxb3jgybnreolk7frlfntepowa	106	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	106	11	visualization	visualization	NN
work_gxb3jgybnreolk7frlfntepowa	106	12	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	106	13	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	106	14	use	use	NN
work_gxb3jgybnreolk7frlfntepowa	106	15	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	106	16	principle	principle	JJ
work_gxb3jgybnreolk7frlfntepowa	106	17	component	component	NN
work_gxb3jgybnreolk7frlfntepowa	106	18	analysis	analysis	NN
work_gxb3jgybnreolk7frlfntepowa	106	19	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	106	20	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	106	21	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	106	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	107	1	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	107	2	was	be	VBD
work_gxb3jgybnreolk7frlfntepowa	107	3	first	first	RB
work_gxb3jgybnreolk7frlfntepowa	107	4	introduced	introduce	VBN
work_gxb3jgybnreolk7frlfntepowa	107	5	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	107	6	1901	1901	CD
work_gxb3jgybnreolk7frlfntepowa	107	7	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	107	8	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	107	9	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	107	10	Hotelling	Hotelling	NNP
work_gxb3jgybnreolk7frlfntepowa	107	11	generalized	generalize	VBD
work_gxb3jgybnreolk7frlfntepowa	107	12	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	107	13	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	107	14	random	random	JJ
work_gxb3jgybnreolk7frlfntepowa	107	15	variables	variable	NNS
work_gxb3jgybnreolk7frlfntepowa	107	16	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	107	17	1933	1933	CD
work_gxb3jgybnreolk7frlfntepowa	107	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	108	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	108	2	idea	idea	NN
work_gxb3jgybnreolk7frlfntepowa	108	3	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	108	4	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	108	5	keep	keep	VB
work_gxb3jgybnreolk7frlfntepowa	108	6	only	only	RB
work_gxb3jgybnreolk7frlfntepowa	108	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	108	8	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	108	9	principal	principal	JJ
work_gxb3jgybnreolk7frlfntepowa	108	10	’	'	''
work_gxb3jgybnreolk7frlfntepowa	108	11	eigenvectors	eigenvector	NNS
work_gxb3jgybnreolk7frlfntepowa	108	12	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	108	13	components	component	NNS
work_gxb3jgybnreolk7frlfntepowa	108	14	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	108	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	109	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	109	2	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	109	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	109	4	eigenvectors	eigenvector	NNS
work_gxb3jgybnreolk7frlfntepowa	109	5	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	109	6	retain	retain	VB
work_gxb3jgybnreolk7frlfntepowa	109	7	depends	depend	VBZ
work_gxb3jgybnreolk7frlfntepowa	109	8	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	109	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	109	10	variances	variance	NNS
work_gxb3jgybnreolk7frlfntepowa	109	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	109	12	eigenvalues	eigenvalue	NNS
work_gxb3jgybnreolk7frlfntepowa	109	13	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	109	14	but	but	CC
work_gxb3jgybnreolk7frlfntepowa	109	15	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	109	16	typically	typically	RB
work_gxb3jgybnreolk7frlfntepowa	109	17	small	small	JJ
work_gxb3jgybnreolk7frlfntepowa	109	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	110	1	If	if	IN
work_gxb3jgybnreolk7frlfntepowa	110	2	v	v	NN
work_gxb3jgybnreolk7frlfntepowa	110	3	eigenvectors	eigenvector	NNS
work_gxb3jgybnreolk7frlfntepowa	110	4	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	110	5	retained	retain	VBN
work_gxb3jgybnreolk7frlfntepowa	110	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	110	7	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	110	8	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	110	9	Fig	Fig	NNP
work_gxb3jgybnreolk7frlfntepowa	110	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	111	1	1	1	LS
work_gxb3jgybnreolk7frlfntepowa	111	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	112	1	Pseudo	Pseudo	NNP
work_gxb3jgybnreolk7frlfntepowa	112	2	code	code	NN
work_gxb3jgybnreolk7frlfntepowa	112	3	description	description	NN
work_gxb3jgybnreolk7frlfntepowa	112	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	112	5	self	self	NN
work_gxb3jgybnreolk7frlfntepowa	112	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	112	7	organizing	organize	VBG
work_gxb3jgybnreolk7frlfntepowa	112	8	map	map	NN
work_gxb3jgybnreolk7frlfntepowa	112	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	113	1	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	114	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	114	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	114	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	114	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	115	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	115	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	115	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	115	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	115	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	115	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	115	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	115	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	115	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	115	10	413–423	413–423	CD
work_gxb3jgybnreolk7frlfntepowa	115	11	415	415	CD
work_gxb3jgybnreolk7frlfntepowa	115	12	projected	project	VBD
work_gxb3jgybnreolk7frlfntepowa	115	13	along	along	IN
work_gxb3jgybnreolk7frlfntepowa	115	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	115	15	first	first	JJ
work_gxb3jgybnreolk7frlfntepowa	115	16	n	n	JJ
work_gxb3jgybnreolk7frlfntepowa	115	17	principal	principal	JJ
work_gxb3jgybnreolk7frlfntepowa	115	18	eigenvectors	eigenvector	NNS
work_gxb3jgybnreolk7frlfntepowa	115	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	116	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	116	2	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	116	3	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	116	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	116	5	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	116	6	facilitates	facilitate	VBZ
work_gxb3jgybnreolk7frlfntepowa	116	7	dimensionality	dimensionality	NN
work_gxb3jgybnreolk7frlfntepowa	116	8	reduction	reduction	NN
work_gxb3jgybnreolk7frlfntepowa	116	9	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	116	10	off	off	IN
work_gxb3jgybnreolk7frlfntepowa	116	11	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	116	12	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	116	13	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	116	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	116	15	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	116	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	116	17	rapid	rapid	JJ
work_gxb3jgybnreolk7frlfntepowa	116	18	online	online	JJ
work_gxb3jgybnreolk7frlfntepowa	116	19	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	116	20	assignment	assignment	NN
work_gxb3jgybnreolk7frlfntepowa	116	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	116	22	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	116	23	also	also	RB
work_gxb3jgybnreolk7frlfntepowa	116	24	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	116	25	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	116	26	projected	project	VBN
work_gxb3jgybnreolk7frlfntepowa	116	27	onto	onto	IN
work_gxb3jgybnreolk7frlfntepowa	116	28	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	116	29	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	116	30	eigen	eigen	NNP
work_gxb3jgybnreolk7frlfntepowa	116	31	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	116	32	plane	plane	NN
work_gxb3jgybnreolk7frlfntepowa	116	33	’	'	''
work_gxb3jgybnreolk7frlfntepowa	116	34	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	116	35	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	116	36	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	116	37	3D	3d	NN
work_gxb3jgybnreolk7frlfntepowa	116	38	scatter	scatter	NN
work_gxb3jgybnreolk7frlfntepowa	116	39	plot	plot	NN
work_gxb3jgybnreolk7frlfntepowa	116	40	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	116	41	visualization	visualization	NN
work_gxb3jgybnreolk7frlfntepowa	116	42	.	.	.
work_gxb3jgybnreolk7frlfntepowa	117	1	2.3	2.3	LS
work_gxb3jgybnreolk7frlfntepowa	117	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	118	1	Case	case	NN
work_gxb3jgybnreolk7frlfntepowa	118	2	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	118	3	reasoning	reason	VBG
work_gxb3jgybnreolk7frlfntepowa	118	4	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	118	5	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	118	6	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	118	7	methodology	methodology	NN
work_gxb3jgybnreolk7frlfntepowa	118	8	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	118	9	building	build	VBG
work_gxb3jgybnreolk7frlfntepowa	118	10	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	118	11	analogy	analogy	NN
work_gxb3jgybnreolk7frlfntepowa	118	12	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	118	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	118	14	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	118	15	way	way	NN
work_gxb3jgybnreolk7frlfntepowa	118	16	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	118	17	human	human	JJ
work_gxb3jgybnreolk7frlfntepowa	118	18	reasoning	reasoning	NN
work_gxb3jgybnreolk7frlfntepowa	118	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	118	20	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	118	21	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	118	22	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	118	23	inference	inference	NN
work_gxb3jgybnreolk7frlfntepowa	118	24	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	118	25	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	118	26	certain	certain	JJ
work_gxb3jgybnreolk7frlfntepowa	118	27	resemblance	resemblance	NN
work_gxb3jgybnreolk7frlfntepowa	118	28	implies	imply	VBZ
work_gxb3jgybnreolk7frlfntepowa	118	29	further	further	JJ
work_gxb3jgybnreolk7frlfntepowa	118	30	similarity	similarity	NN
work_gxb3jgybnreolk7frlfntepowa	118	31	.	.	.
work_gxb3jgybnreolk7frlfntepowa	119	1	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	119	2	makes	make	VBZ
work_gxb3jgybnreolk7frlfntepowa	119	3	direct	direct	JJ
work_gxb3jgybnreolk7frlfntepowa	119	4	use	use	NN
work_gxb3jgybnreolk7frlfntepowa	119	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	119	6	past	past	JJ
work_gxb3jgybnreolk7frlfntepowa	119	7	experiences	experience	NNS
work_gxb3jgybnreolk7frlfntepowa	119	8	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	119	9	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	119	10	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	119	11	solve	solve	VB
work_gxb3jgybnreolk7frlfntepowa	119	12	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	119	13	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	119	14	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	119	15	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	119	16	recognizing	recognize	VBG
work_gxb3jgybnreolk7frlfntepowa	119	17	its	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	119	18	similarity	similarity	NN
work_gxb3jgybnreolk7frlfntepowa	119	19	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	119	20	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	119	21	specific	specific	JJ
work_gxb3jgybnreolk7frlfntepowa	119	22	known	know	VBN
work_gxb3jgybnreolk7frlfntepowa	119	23	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	119	24	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	119	25	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	119	26	applying	apply	VBG
work_gxb3jgybnreolk7frlfntepowa	119	27	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	119	28	find	find	VB
work_gxb3jgybnreolk7frlfntepowa	119	29	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	119	30	solution	solution	NN
work_gxb3jgybnreolk7frlfntepowa	119	31	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	119	32	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	119	33	current	current	JJ
work_gxb3jgybnreolk7frlfntepowa	119	34	situation	situation	NN
work_gxb3jgybnreolk7frlfntepowa	119	35	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	119	36	Chiu	Chiu	NNP
work_gxb3jgybnreolk7frlfntepowa	119	37	,	,	,
work_gxb3jgybnreolk7frlfntepowa	119	38	2002	2002	CD
work_gxb3jgybnreolk7frlfntepowa	119	39	;	;	:
work_gxb3jgybnreolk7frlfntepowa	119	40	Choy	Choy	NNP
work_gxb3jgybnreolk7frlfntepowa	119	41	,	,	,
work_gxb3jgybnreolk7frlfntepowa	119	42	Lee	Lee	NNP
work_gxb3jgybnreolk7frlfntepowa	119	43	,	,	,
work_gxb3jgybnreolk7frlfntepowa	119	44	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	119	45	Lo	Lo	NNP
work_gxb3jgybnreolk7frlfntepowa	119	46	,	,	,
work_gxb3jgybnreolk7frlfntepowa	119	47	2002	2002	CD
work_gxb3jgybnreolk7frlfntepowa	119	48	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	119	49	.	.	.
work_gxb3jgybnreolk7frlfntepowa	120	1	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	120	2	applications	application	NNS
work_gxb3jgybnreolk7frlfntepowa	120	3	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	120	4	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	120	5	broadly	broadly	RB
work_gxb3jgybnreolk7frlfntepowa	120	6	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	120	7	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	120	8	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	120	9	main	main	JJ
work_gxb3jgybnreolk7frlfntepowa	120	10	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	120	11	types	type	NNS
work_gxb3jgybnreolk7frlfntepowa	120	12	:	:	:
work_gxb3jgybnreolk7frlfntepowa	120	13	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	120	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	120	15	synthesis	synthesis	NN
work_gxb3jgybnreolk7frlfntepowa	120	16	tasks	task	NNS
work_gxb3jgybnreolk7frlfntepowa	120	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	121	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	121	2	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	121	3	task	task	NN
work_gxb3jgybnreolk7frlfntepowa	121	4	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	121	5	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	121	6	match	match	VB
work_gxb3jgybnreolk7frlfntepowa	121	7	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	121	8	against	against	IN
work_gxb3jgybnreolk7frlfntepowa	121	9	those	those	DT
work_gxb3jgybnreolk7frlfntepowa	121	10	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	121	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	121	12	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	121	13	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	121	14	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	121	15	determine	determine	VB
work_gxb3jgybnreolk7frlfntepowa	121	16	what	what	WDT
work_gxb3jgybnreolk7frlfntepowa	121	17	type	type	NN
work_gxb3jgybnreolk7frlfntepowa	121	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	121	19	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	121	20	class	class	NN
work_gxb3jgybnreolk7frlfntepowa	121	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	121	22	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	121	23	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	121	24	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	121	25	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	121	26	,	,	,
work_gxb3jgybnreolk7frlfntepowa	121	27	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	121	28	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	121	29	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	121	30	solution	solution	NN
work_gxb3jgybnreolk7frlfntepowa	121	31	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	121	32	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	121	33	best	good	JJS
work_gxb3jgybnreolk7frlfntepowa	121	34	matching	matching	NN
work_gxb3jgybnreolk7frlfntepowa	121	35	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	121	36	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	121	37	reused	reuse	VBN
work_gxb3jgybnreolk7frlfntepowa	121	38	.	.	.
work_gxb3jgybnreolk7frlfntepowa	122	1	Synthesis	synthesis	NN
work_gxb3jgybnreolk7frlfntepowa	122	2	task	task	NN
work_gxb3jgybnreolk7frlfntepowa	122	3	attempts	attempt	VBZ
work_gxb3jgybnreolk7frlfntepowa	122	4	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	122	5	create	create	VB
work_gxb3jgybnreolk7frlfntepowa	122	6	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	122	7	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	122	8	solution	solution	NN
work_gxb3jgybnreolk7frlfntepowa	122	9	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	122	10	combining	combine	VBG
work_gxb3jgybnreolk7frlfntepowa	122	11	parts	part	NNS
work_gxb3jgybnreolk7frlfntepowa	122	12	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	122	13	previous	previous	JJ
work_gxb3jgybnreolk7frlfntepowa	122	14	solutions	solution	NNS
work_gxb3jgybnreolk7frlfntepowa	122	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	123	1	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	123	2	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	123	3	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	123	4	perform	perform	VBP
work_gxb3jgybnreolk7frlfntepowa	123	5	synthesis	synthesis	NN
work_gxb3jgybnreolk7frlfntepowa	123	6	tasks	task	NNS
work_gxb3jgybnreolk7frlfntepowa	123	7	must	must	MD
work_gxb3jgybnreolk7frlfntepowa	123	8	make	make	VB
work_gxb3jgybnreolk7frlfntepowa	123	9	use	use	NN
work_gxb3jgybnreolk7frlfntepowa	123	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	123	11	adaptation	adaptation	NN
work_gxb3jgybnreolk7frlfntepowa	123	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	123	13	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	123	14	usually	usually	RB
work_gxb3jgybnreolk7frlfntepowa	123	15	hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	123	16	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	123	17	combining	combine	VBG
work_gxb3jgybnreolk7frlfntepowa	123	18	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	123	19	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	123	20	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	123	21	.	.	.
work_gxb3jgybnreolk7frlfntepowa	124	1	Its	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	124	2	main	main	JJ
work_gxb3jgybnreolk7frlfntepowa	124	3	advantages	advantage	NNS
work_gxb3jgybnreolk7frlfntepowa	124	4	over	over	IN
work_gxb3jgybnreolk7frlfntepowa	124	5	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	124	6	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	124	7	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	124	8	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	124	9	follows	follow	VBZ
work_gxb3jgybnreolk7frlfntepowa	124	10	:	:	:
work_gxb3jgybnreolk7frlfntepowa	124	11	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	124	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	124	13	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	124	14	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	124	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	124	16	most	most	JJS
work_gxb3jgybnreolk7frlfntepowa	124	17	knowledge	knowledge	NN
work_gxb3jgybnreolk7frlfntepowa	124	18	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	124	19	acquired	acquire	VBN
work_gxb3jgybnreolk7frlfntepowa	124	20	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	124	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	124	22	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	124	23	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	124	24	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	124	25	so	so	RB
work_gxb3jgybnreolk7frlfntepowa	124	26	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	124	27	reduces	reduce	VBZ
work_gxb3jgybnreolk7frlfntepowa	124	28	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	124	29	knowledge	knowledge	NN
work_gxb3jgybnreolk7frlfntepowa	124	30	acquisition	acquisition	NN
work_gxb3jgybnreolk7frlfntepowa	124	31	effort	effort	NN
work_gxb3jgybnreolk7frlfntepowa	124	32	.	.	.
work_gxb3jgybnreolk7frlfntepowa	125	1	That	that	RB
work_gxb3jgybnreolk7frlfntepowa	125	2	is	is	RB
work_gxb3jgybnreolk7frlfntepowa	125	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	125	4	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	125	5	makes	make	VBZ
work_gxb3jgybnreolk7frlfntepowa	125	6	use	use	NN
work_gxb3jgybnreolk7frlfntepowa	125	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	125	8	existing	exist	VBG
work_gxb3jgybnreolk7frlfntepowa	125	9	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	125	10	database	database	NN
work_gxb3jgybnreolk7frlfntepowa	125	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	125	12	so	so	CC
work_gxb3jgybnreolk7frlfntepowa	125	13	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	125	14	requires	require	VBZ
work_gxb3jgybnreolk7frlfntepowa	125	15	less	less	JJR
work_gxb3jgybnreolk7frlfntepowa	125	16	general	general	JJ
work_gxb3jgybnreolk7frlfntepowa	125	17	knowledge	knowledge	NN
work_gxb3jgybnreolk7frlfntepowa	125	18	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	125	19	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	125	20	very	very	RB
work_gxb3jgybnreolk7frlfntepowa	125	21	difficult	difficult	JJ
work_gxb3jgybnreolk7frlfntepowa	125	22	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	125	23	get	get	VB
work_gxb3jgybnreolk7frlfntepowa	125	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	126	1	Second	second	JJ
work_gxb3jgybnreolk7frlfntepowa	126	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	126	3	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	126	4	requires	require	VBZ
work_gxb3jgybnreolk7frlfntepowa	126	5	less	less	JJR
work_gxb3jgybnreolk7frlfntepowa	126	6	maintenance	maintenance	NN
work_gxb3jgybnreolk7frlfntepowa	126	7	effort	effort	NN
work_gxb3jgybnreolk7frlfntepowa	126	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	127	1	Since	since	IN
work_gxb3jgybnreolk7frlfntepowa	127	2	rule	rule	NN
work_gxb3jgybnreolk7frlfntepowa	127	3	bases	basis	NNS
work_gxb3jgybnreolk7frlfntepowa	127	4	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	127	5	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	127	6	should	should	MD
work_gxb3jgybnreolk7frlfntepowa	127	7	consider	consider	VB
work_gxb3jgybnreolk7frlfntepowa	127	8	many	many	JJ
work_gxb3jgybnreolk7frlfntepowa	127	9	dependencies	dependency	NNS
work_gxb3jgybnreolk7frlfntepowa	127	10	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	127	11	rules	rule	NNS
work_gxb3jgybnreolk7frlfntepowa	127	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	127	13	effects	effect	NNS
work_gxb3jgybnreolk7frlfntepowa	127	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	127	15	changes	change	NNS
work_gxb3jgybnreolk7frlfntepowa	127	16	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	127	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	127	18	rule	rule	NN
work_gxb3jgybnreolk7frlfntepowa	127	19	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	127	20	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	127	21	hard	hard	JJ
work_gxb3jgybnreolk7frlfntepowa	127	22	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	127	23	predict	predict	VB
work_gxb3jgybnreolk7frlfntepowa	127	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	127	25	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	127	26	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	127	27	difficult	difficult	JJ
work_gxb3jgybnreolk7frlfntepowa	127	28	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	127	29	maintain	maintain	VB
work_gxb3jgybnreolk7frlfntepowa	127	30	.	.	.
work_gxb3jgybnreolk7frlfntepowa	128	1	However	however	RB
work_gxb3jgybnreolk7frlfntepowa	128	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	128	3	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	128	4	bases	basis	NNS
work_gxb3jgybnreolk7frlfntepowa	128	5	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	128	6	easier	easy	JJR
work_gxb3jgybnreolk7frlfntepowa	128	7	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	128	8	maintain	maintain	VB
work_gxb3jgybnreolk7frlfntepowa	128	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	128	10	because	because	IN
work_gxb3jgybnreolk7frlfntepowa	128	11	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	128	12	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	128	13	independent	independent	JJ
work_gxb3jgybnreolk7frlfntepowa	128	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	128	15	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	128	16	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	128	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	128	18	domain	domain	NN
work_gxb3jgybnreolk7frlfntepowa	128	19	experts	expert	NNS
work_gxb3jgybnreolk7frlfntepowa	128	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	128	21	novices	novice	NNS
work_gxb3jgybnreolk7frlfntepowa	128	22	understand	understand	VBP
work_gxb3jgybnreolk7frlfntepowa	128	23	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	128	24	quite	quite	RB
work_gxb3jgybnreolk7frlfntepowa	128	25	easily	easily	RB
work_gxb3jgybnreolk7frlfntepowa	128	26	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	128	27	maintenance	maintenance	NN
work_gxb3jgybnreolk7frlfntepowa	128	28	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	128	29	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	128	30	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	128	31	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	128	32	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	128	33	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	128	34	done	do	VBN
work_gxb3jgybnreolk7frlfntepowa	128	35	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	128	36	adding	add	VBG
work_gxb3jgybnreolk7frlfntepowa	128	37	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	128	38	deleting	delete	VBG
work_gxb3jgybnreolk7frlfntepowa	128	39	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	128	40	.	.	.
work_gxb3jgybnreolk7frlfntepowa	129	1	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	129	2	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	129	3	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	129	4	been	be	VBN
work_gxb3jgybnreolk7frlfntepowa	129	5	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	129	6	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	129	7	marketing	marketing	NN
work_gxb3jgybnreolk7frlfntepowa	129	8	decision	decision	NN
work_gxb3jgybnreolk7frlfntepowa	129	9	making	make	VBG
work_gxb3jgybnreolk7frlfntepowa	129	10	processes	process	NNS
work_gxb3jgybnreolk7frlfntepowa	129	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	130	1	Hui	Hui	NNP
work_gxb3jgybnreolk7frlfntepowa	130	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	130	3	Fong	Fong	NNP
work_gxb3jgybnreolk7frlfntepowa	130	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	130	5	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	130	6	Jha	Jha	NNP
work_gxb3jgybnreolk7frlfntepowa	130	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	130	8	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	130	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	130	10	present	present	VB
work_gxb3jgybnreolk7frlfntepowa	130	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	130	12	hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	130	13	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	130	14	–	–	:
work_gxb3jgybnreolk7frlfntepowa	130	15	ANN	ANN	NNP
work_gxb3jgybnreolk7frlfntepowa	130	16	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	130	17	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	130	18	integrates	integrate	VBZ
work_gxb3jgybnreolk7frlfntepowa	130	19	ANN	ANN	NNP
work_gxb3jgybnreolk7frlfntepowa	130	20	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	130	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	130	22	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	130	23	cycle	cycle	NN
work_gxb3jgybnreolk7frlfntepowa	130	24	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	130	25	extract	extract	VB
work_gxb3jgybnreolk7frlfntepowa	130	26	knowledge	knowledge	NN
work_gxb3jgybnreolk7frlfntepowa	130	27	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	130	28	service	service	NN
work_gxb3jgybnreolk7frlfntepowa	130	29	records	record	NNS
work_gxb3jgybnreolk7frlfntepowa	130	30	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	130	31	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	130	32	web	web	NN
work_gxb3jgybnreolk7frlfntepowa	130	33	customer	customer	NN
work_gxb3jgybnreolk7frlfntepowa	130	34	service	service	NN
work_gxb3jgybnreolk7frlfntepowa	130	35	.	.	.
work_gxb3jgybnreolk7frlfntepowa	131	1	Choy	Choy	NNP
work_gxb3jgybnreolk7frlfntepowa	131	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	131	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	131	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	132	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	132	2	2002	2002	CD
work_gxb3jgybnreolk7frlfntepowa	132	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	132	4	apply	apply	VBP
work_gxb3jgybnreolk7frlfntepowa	132	5	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	132	6	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	132	7	integrate	integrate	VB
work_gxb3jgybnreolk7frlfntepowa	132	8	customer	customer	NN
work_gxb3jgybnreolk7frlfntepowa	132	9	relationship	relationship	NN
work_gxb3jgybnreolk7frlfntepowa	132	10	management	management	NN
work_gxb3jgybnreolk7frlfntepowa	132	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	132	12	CRM	CRM	NNP
work_gxb3jgybnreolk7frlfntepowa	132	13	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	132	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	132	15	supplier	supplier	NN
work_gxb3jgybnreolk7frlfntepowa	132	16	relationship	relationship	NN
work_gxb3jgybnreolk7frlfntepowa	132	17	management	management	NN
work_gxb3jgybnreolk7frlfntepowa	132	18	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	132	19	SRM	SRM	NNP
work_gxb3jgybnreolk7frlfntepowa	132	20	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	132	21	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	132	22	facilitating	facilitate	VBG
work_gxb3jgybnreolk7frlfntepowa	132	23	supply	supply	NN
work_gxb3jgybnreolk7frlfntepowa	132	24	chain	chain	NN
work_gxb3jgybnreolk7frlfntepowa	132	25	management	management	NN
work_gxb3jgybnreolk7frlfntepowa	132	26	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	132	27	supplier	supplier	NN
work_gxb3jgybnreolk7frlfntepowa	132	28	selection	selection	NN
work_gxb3jgybnreolk7frlfntepowa	132	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	133	1	Chiu	Chiu	NNP
work_gxb3jgybnreolk7frlfntepowa	133	2	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	133	3	2002	2002	CD
work_gxb3jgybnreolk7frlfntepowa	133	4	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	133	5	suggests	suggest	VBZ
work_gxb3jgybnreolk7frlfntepowa	133	6	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	133	7	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	133	8	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	133	9	customer	customer	NN
work_gxb3jgybnreolk7frlfntepowa	133	10	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	133	11	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	133	12	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	133	13	direct	direct	JJ
work_gxb3jgybnreolk7frlfntepowa	133	14	marketing	marketing	NN
work_gxb3jgybnreolk7frlfntepowa	133	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	133	16	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	133	17	combines	combine	VBZ
work_gxb3jgybnreolk7frlfntepowa	133	18	Genetic	Genetic	NNP
work_gxb3jgybnreolk7frlfntepowa	133	19	Algorithm	Algorithm	NNP
work_gxb3jgybnreolk7frlfntepowa	133	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	133	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	133	22	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	133	23	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	133	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	134	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	134	2	traditional	traditional	JJ
work_gxb3jgybnreolk7frlfntepowa	134	3	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	134	4	involved	involve	VBN
work_gxb3jgybnreolk7frlfntepowa	134	5	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	134	6	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	134	7	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	134	8	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	134	9	represented	represent	VBN
work_gxb3jgybnreolk7frlfntepowa	134	10	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	134	11	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	134	12	schematic	schematic	JJ
work_gxb3jgybnreolk7frlfntepowa	134	13	cycle	cycle	NN
work_gxb3jgybnreolk7frlfntepowa	134	14	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	134	15	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	134	16	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	134	17	Fig	Fig	NNP
work_gxb3jgybnreolk7frlfntepowa	134	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	135	1	2	2	LS
work_gxb3jgybnreolk7frlfntepowa	135	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	136	1	Aamodt	Aamodt	NNP
work_gxb3jgybnreolk7frlfntepowa	136	2	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	136	3	Plaza	Plaza	NNP
work_gxb3jgybnreolk7frlfntepowa	136	4	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	136	5	1994	1994	CD
work_gxb3jgybnreolk7frlfntepowa	136	6	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	136	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	136	8	Bradley	Bradley	NNP
work_gxb3jgybnreolk7frlfntepowa	136	9	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	136	10	1994	1994	CD
work_gxb3jgybnreolk7frlfntepowa	136	11	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	136	12	describe	describe	VBP
work_gxb3jgybnreolk7frlfntepowa	136	13	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	136	14	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	136	15	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	136	16	cyclical	cyclical	JJ
work_gxb3jgybnreolk7frlfntepowa	136	17	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	136	18	:	:	:
work_gxb3jgybnreolk7frlfntepowa	136	19	representation	representation	NN
work_gxb3jgybnreolk7frlfntepowa	136	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	136	21	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	136	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	136	23	reuse	reuse	NN
work_gxb3jgybnreolk7frlfntepowa	136	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	136	25	revision	revision	NN
work_gxb3jgybnreolk7frlfntepowa	136	26	,	,	,
work_gxb3jgybnreolk7frlfntepowa	136	27	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	136	28	retainment	retainment	JJ
work_gxb3jgybnreolk7frlfntepowa	136	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	137	1	Case	case	NN
work_gxb3jgybnreolk7frlfntepowa	137	2	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	137	3	searches	search	VBZ
work_gxb3jgybnreolk7frlfntepowa	137	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	137	5	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	137	6	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	137	7	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	137	8	select	select	VB
work_gxb3jgybnreolk7frlfntepowa	137	9	existing	exist	VBG
work_gxb3jgybnreolk7frlfntepowa	137	10	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	137	11	sharing	share	VBG
work_gxb3jgybnreolk7frlfntepowa	137	12	significant	significant	JJ
work_gxb3jgybnreolk7frlfntepowa	137	13	features	feature	NNS
work_gxb3jgybnreolk7frlfntepowa	137	14	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	137	15	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	137	16	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	137	17	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	137	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	138	1	Through	through	IN
work_gxb3jgybnreolk7frlfntepowa	138	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	138	3	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	138	4	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	138	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	138	6	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	138	7	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	138	8	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	138	9	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	138	10	potentially	potentially	RB
work_gxb3jgybnreolk7frlfntepowa	138	11	useful	useful	JJ
work_gxb3jgybnreolk7frlfntepowa	138	12	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	138	13	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	138	14	current	current	JJ
work_gxb3jgybnreolk7frlfntepowa	138	15	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	138	16	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	138	17	retrieved	retrieve	VBN
work_gxb3jgybnreolk7frlfntepowa	138	18	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	138	19	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	138	20	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	138	21	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	138	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	139	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	139	2	computing	computing	NN
work_gxb3jgybnreolk7frlfntepowa	139	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	139	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	139	5	degree	degree	NN
work_gxb3jgybnreolk7frlfntepowa	139	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	139	7	similarity	similarity	NN
work_gxb3jgybnreolk7frlfntepowa	139	8	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	139	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	139	10	input	input	NN
work_gxb3jgybnreolk7frlfntepowa	139	11	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	139	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	139	13	target	target	NN
work_gxb3jgybnreolk7frlfntepowa	139	14	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	139	15	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	139	16	usually	usually	RB
work_gxb3jgybnreolk7frlfntepowa	139	17	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	139	18	calculated	calculate	VBN
work_gxb3jgybnreolk7frlfntepowa	139	19	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	139	20	various	various	JJ
work_gxb3jgybnreolk7frlfntepowa	139	21	similarity	similarity	NN
work_gxb3jgybnreolk7frlfntepowa	139	22	functions	function	NNS
work_gxb3jgybnreolk7frlfntepowa	139	23	among	among	IN
work_gxb3jgybnreolk7frlfntepowa	139	24	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	139	25	nearest	near	JJS
work_gxb3jgybnreolk7frlfntepowa	139	26	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	139	27	neighbour	neighbour	NN
work_gxb3jgybnreolk7frlfntepowa	139	28	matching	matching	NN
work_gxb3jgybnreolk7frlfntepowa	139	29	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	139	30	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	139	31	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	139	32	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	139	33	frequently	frequently	RB
work_gxb3jgybnreolk7frlfntepowa	139	34	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	139	35	methods	method	NNS
work_gxb3jgybnreolk7frlfntepowa	139	36	.	.	.
work_gxb3jgybnreolk7frlfntepowa	140	1	Nearest-	Nearest-	NNP
work_gxb3jgybnreolk7frlfntepowa	140	2	neighbour	neighbour	NN
work_gxb3jgybnreolk7frlfntepowa	140	3	matching	matching	NN
work_gxb3jgybnreolk7frlfntepowa	140	4	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	140	5	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	140	6	quite	quite	RB
work_gxb3jgybnreolk7frlfntepowa	140	7	direct	direct	JJ
work_gxb3jgybnreolk7frlfntepowa	140	8	method	method	NN
work_gxb3jgybnreolk7frlfntepowa	140	9	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	140	10	uses	use	VBZ
work_gxb3jgybnreolk7frlfntepowa	140	11	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	140	12	numerical	numerical	JJ
work_gxb3jgybnreolk7frlfntepowa	140	13	function	function	NN
work_gxb3jgybnreolk7frlfntepowa	140	14	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	140	15	compute	compute	VB
work_gxb3jgybnreolk7frlfntepowa	140	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	140	17	degree	degree	NN
work_gxb3jgybnreolk7frlfntepowa	140	18	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	140	19	similarity	similarity	NN
work_gxb3jgybnreolk7frlfntepowa	140	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	141	1	Usually	usually	RB
work_gxb3jgybnreolk7frlfntepowa	141	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	141	3	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	141	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	141	5	higher	high	JJR
work_gxb3jgybnreolk7frlfntepowa	141	6	degrees	degree	NNS
work_gxb3jgybnreolk7frlfntepowa	141	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	141	8	similarity	similarity	NN
work_gxb3jgybnreolk7frlfntepowa	141	9	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	141	10	retrieved	retrieve	VBN
work_gxb3jgybnreolk7frlfntepowa	141	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	142	1	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	142	2	typical	typical	JJ
work_gxb3jgybnreolk7frlfntepowa	142	3	numerical	numerical	JJ
work_gxb3jgybnreolk7frlfntepowa	142	4	function	function	NN
work_gxb3jgybnreolk7frlfntepowa	142	5	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	142	6	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	142	7	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	142	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	142	9	following	follow	VBG
work_gxb3jgybnreolk7frlfntepowa	142	10	formula	formula	NN
work_gxb3jgybnreolk7frlfntepowa	142	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	142	12	Kolodner	Kolodner	NNP
work_gxb3jgybnreolk7frlfntepowa	142	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	142	14	1993	1993	CD
work_gxb3jgybnreolk7frlfntepowa	142	15	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	142	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	143	1	X	X	NNS
work_gxb3jgybnreolk7frlfntepowa	143	2	n	n	CC
work_gxb3jgybnreolk7frlfntepowa	143	3	i¼1	i¼1	NN
work_gxb3jgybnreolk7frlfntepowa	143	4	Wi	Wi	NNP
work_gxb3jgybnreolk7frlfntepowa	143	5	£	£	NNP
work_gxb3jgybnreolk7frlfntepowa	143	6	simðf	simðf	NN
work_gxb3jgybnreolk7frlfntepowa	143	7	I	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	143	8	i	i	PRP
work_gxb3jgybnreolk7frlfntepowa	143	9	;	;	:
work_gxb3jgybnreolk7frlfntepowa	143	10	f	f	NNP
work_gxb3jgybnreolk7frlfntepowa	143	11	R	r	NN
work_gxb3jgybnreolk7frlfntepowa	143	12	i	i	PRP
work_gxb3jgybnreolk7frlfntepowa	143	13	ÞX	þx	NN
work_gxb3jgybnreolk7frlfntepowa	143	14	n	n	CC
work_gxb3jgybnreolk7frlfntepowa	143	15	i¼1	i¼1	NNP
work_gxb3jgybnreolk7frlfntepowa	143	16	Wi	Wi	NNP
work_gxb3jgybnreolk7frlfntepowa	143	17	where	where	WRB
work_gxb3jgybnreolk7frlfntepowa	143	18	Wi	Wi	NNP
work_gxb3jgybnreolk7frlfntepowa	143	19	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	143	20	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	21	weight	weight	NN
work_gxb3jgybnreolk7frlfntepowa	143	22	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	143	23	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	24	ith	ith	NNP
work_gxb3jgybnreolk7frlfntepowa	143	25	feature	feature	NN
work_gxb3jgybnreolk7frlfntepowa	143	26	,	,	,
work_gxb3jgybnreolk7frlfntepowa	143	27	f	f	LS
work_gxb3jgybnreolk7frlfntepowa	143	28	I	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	143	29	i	i	PRP
work_gxb3jgybnreolk7frlfntepowa	143	30	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	143	31	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	32	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	143	33	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	143	34	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	35	ith	ith	NNP
work_gxb3jgybnreolk7frlfntepowa	143	36	feature	feature	NN
work_gxb3jgybnreolk7frlfntepowa	143	37	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	143	38	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	39	input	input	NN
work_gxb3jgybnreolk7frlfntepowa	143	40	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	143	41	,	,	,
work_gxb3jgybnreolk7frlfntepowa	143	42	f	f	NNP
work_gxb3jgybnreolk7frlfntepowa	143	43	Ri	Ri	NNP
work_gxb3jgybnreolk7frlfntepowa	143	44	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	143	45	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	46	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	143	47	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	143	48	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	49	ith	ith	NNP
work_gxb3jgybnreolk7frlfntepowa	143	50	feature	feature	NN
work_gxb3jgybnreolk7frlfntepowa	143	51	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	143	52	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	53	retrieved	retrieve	VBN
work_gxb3jgybnreolk7frlfntepowa	143	54	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	143	55	,	,	,
work_gxb3jgybnreolk7frlfntepowa	143	56	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	143	57	sim	sim	NNP
work_gxb3jgybnreolk7frlfntepowa	143	58	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	143	59	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	143	60	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	143	61	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	62	similarity	similarity	NN
work_gxb3jgybnreolk7frlfntepowa	143	63	function	function	NN
work_gxb3jgybnreolk7frlfntepowa	143	64	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	143	65	f	f	NNP
work_gxb3jgybnreolk7frlfntepowa	143	66	Ii	Ii	NNP
work_gxb3jgybnreolk7frlfntepowa	143	67	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	143	68	f	f	NNP
work_gxb3jgybnreolk7frlfntepowa	143	69	R	r	NN
work_gxb3jgybnreolk7frlfntepowa	143	70	i	i	PRP
work_gxb3jgybnreolk7frlfntepowa	143	71	:	:	:
work_gxb3jgybnreolk7frlfntepowa	143	72	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	143	73	our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	143	74	suggested	suggest	VBN
work_gxb3jgybnreolk7frlfntepowa	143	75	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	143	76	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	143	77	,	,	,
work_gxb3jgybnreolk7frlfntepowa	143	78	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	143	79	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	143	80	provides	provide	VBZ
work_gxb3jgybnreolk7frlfntepowa	143	81	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	143	82	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	143	83	synthesis	synthesis	NN
work_gxb3jgybnreolk7frlfntepowa	143	84	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	143	85	additional	additional	JJ
work_gxb3jgybnreolk7frlfntepowa	143	86	generalized	generalize	VBN
work_gxb3jgybnreolk7frlfntepowa	143	87	knowledge	knowledge	NN
work_gxb3jgybnreolk7frlfntepowa	143	88	derived	derive	VBN
work_gxb3jgybnreolk7frlfntepowa	143	89	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	143	90	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	143	91	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	143	92	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	143	93	explicit	explicit	JJ
work_gxb3jgybnreolk7frlfntepowa	143	94	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	143	95	patterns	pattern	NNS
work_gxb3jgybnreolk7frlfntepowa	143	96	.	.	.
work_gxb3jgybnreolk7frlfntepowa	144	1	Generalized	generalize	VBN
work_gxb3jgybnreolk7frlfntepowa	144	2	knowledge	knowledge	NN
work_gxb3jgybnreolk7frlfntepowa	144	3	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	144	4	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	144	5	acquired	acquire	VBN
work_gxb3jgybnreolk7frlfntepowa	144	6	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	144	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	144	8	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	144	9	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	144	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	144	11	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	144	12	obtained	obtain	VBN
work_gxb3jgybnreolk7frlfntepowa	144	13	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	144	14	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	144	15	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	144	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	144	17	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	144	18	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	144	19	added	add	VBN
work_gxb3jgybnreolk7frlfntepowa	144	20	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	144	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	144	22	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	144	23	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	144	24	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	144	25	representative	representative	JJ
work_gxb3jgybnreolk7frlfntepowa	144	26	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	144	27	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	144	28	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	144	29	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	144	30	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	144	31	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	144	32	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	144	33	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	144	34	scheme	scheme	NN
work_gxb3jgybnreolk7frlfntepowa	144	35	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	144	36	order	order	NN
work_gxb3jgybnreolk7frlfntepowa	144	37	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	144	38	retrieve	retrieve	VB
work_gxb3jgybnreolk7frlfntepowa	144	39	more	more	RBR
work_gxb3jgybnreolk7frlfntepowa	144	40	relevant	relevant	JJ
work_gxb3jgybnreolk7frlfntepowa	144	41	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	144	42	.	.	.
work_gxb3jgybnreolk7frlfntepowa	145	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	145	2	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	145	3	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	145	4	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	145	5	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	145	6	assumes	assume	VBZ
work_gxb3jgybnreolk7frlfntepowa	145	7	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	145	8	there	there	EX
work_gxb3jgybnreolk7frlfntepowa	145	9	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	145	10	some	some	DT
work_gxb3jgybnreolk7frlfntepowa	145	11	different	different	JJ
work_gxb3jgybnreolk7frlfntepowa	145	12	subgroups	subgroup	NNS
work_gxb3jgybnreolk7frlfntepowa	145	13	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	145	14	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	145	15	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	145	16	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	145	17	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	145	18	rated	rate	VBN
work_gxb3jgybnreolk7frlfntepowa	145	19	group	group	NN
work_gxb3jgybnreolk7frlfntepowa	145	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	146	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	146	2	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	146	3	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	146	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	146	5	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	146	6	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	146	7	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	146	8	artificial	artificial	JJ
work_gxb3jgybnreolk7frlfntepowa	146	9	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	146	10	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	146	11	extract	extract	VBP
work_gxb3jgybnreolk7frlfntepowa	146	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	146	13	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	146	14	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	146	15	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	146	16	whole	whole	JJ
work_gxb3jgybnreolk7frlfntepowa	146	17	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	146	18	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	146	19	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	146	20	represent	represent	VB
work_gxb3jgybnreolk7frlfntepowa	146	21	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	146	22	clustered	cluster	VBN
work_gxb3jgybnreolk7frlfntepowa	146	23	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	146	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	147	1	3	3	LS
work_gxb3jgybnreolk7frlfntepowa	147	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	148	1	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	148	2	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	148	3	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	148	4	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	148	5	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	148	6	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	148	7	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	148	8	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	148	9	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	148	10	utilizes	utilize	VBZ
work_gxb3jgybnreolk7frlfntepowa	148	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	148	12	outperforming	outperform	VBG
work_gxb3jgybnreolk7frlfntepowa	148	13	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	148	14	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	148	15	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	148	16	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	148	17	tool	tool	NN
work_gxb3jgybnreolk7frlfntepowa	148	18	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	148	19	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	148	20	strength	strength	NN
work_gxb3jgybnreolk7frlfntepowa	148	21	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	148	22	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	148	23	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	148	24	assistance	assistance	NN
work_gxb3jgybnreolk7frlfntepowa	148	25	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	148	26	index	index	NN
work_gxb3jgybnreolk7frlfntepowa	148	27	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	148	28	retrieve	retrieve	VB
work_gxb3jgybnreolk7frlfntepowa	148	29	like	like	IN
work_gxb3jgybnreolk7frlfntepowa	148	30	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	148	31	minded	minded	JJ
work_gxb3jgybnreolk7frlfntepowa	148	32	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	148	33	.	.	.
work_gxb3jgybnreolk7frlfntepowa	149	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	149	2	point	point	NN
work_gxb3jgybnreolk7frlfntepowa	149	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	149	4	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	149	5	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	149	6	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	149	7	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	149	8	support	support	VB
work_gxb3jgybnreolk7frlfntepowa	149	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	149	10	usage	usage	NN
work_gxb3jgybnreolk7frlfntepowa	149	11	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	149	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	149	13	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	149	14	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	149	15	finding	find	VBG
work_gxb3jgybnreolk7frlfntepowa	149	16	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	149	17	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	149	18	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	149	19	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	149	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	149	21	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	149	22	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	149	23	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	149	24	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	149	25	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	149	26	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	149	27	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	149	28	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	149	29	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	149	30	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	149	31	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	149	32	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	149	33	.	.	.
work_gxb3jgybnreolk7frlfntepowa	150	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	150	2	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	150	3	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	150	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	150	5	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	150	6	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	150	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	150	8	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	150	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	150	10	weight	weight	NN
work_gxb3jgybnreolk7frlfntepowa	150	11	vectors	vector	NNS
work_gxb3jgybnreolk7frlfntepowa	150	12	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	150	13	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	150	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	150	15	interim	interim	JJ
work_gxb3jgybnreolk7frlfntepowa	150	16	results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	150	17	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	150	18	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	150	19	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	150	20	processes	process	NNS
work_gxb3jgybnreolk7frlfntepowa	150	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	150	22	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	150	23	these	these	DT
work_gxb3jgybnreolk7frlfntepowa	150	24	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	150	25	standardized	standardize	VBN
work_gxb3jgybnreolk7frlfntepowa	150	26	due	due	IN
work_gxb3jgybnreolk7frlfntepowa	150	27	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	150	28	difference	difference	NN
work_gxb3jgybnreolk7frlfntepowa	150	29	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	150	30	Fig	Fig	NNP
work_gxb3jgybnreolk7frlfntepowa	150	31	.	.	.
work_gxb3jgybnreolk7frlfntepowa	151	1	2	2	LS
work_gxb3jgybnreolk7frlfntepowa	151	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	152	1	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	152	2	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	152	3	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	152	4	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	152	5	schematic	schematic	JJ
work_gxb3jgybnreolk7frlfntepowa	152	6	cycle	cycle	NN
work_gxb3jgybnreolk7frlfntepowa	152	7	comprising	comprise	VBG
work_gxb3jgybnreolk7frlfntepowa	152	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	152	9	five	five	CD
work_gxb3jgybnreolk7frlfntepowa	152	10	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	152	11	Re	Re	NNP
work_gxb3jgybnreolk7frlfntepowa	152	12	’s	’s	NN
work_gxb3jgybnreolk7frlfntepowa	152	13	.	.	.
work_gxb3jgybnreolk7frlfntepowa	153	1	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	154	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	154	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	154	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	154	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	155	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	155	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	155	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	155	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	155	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	155	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	155	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	155	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	155	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	155	10	413–423416	413–423416	CD
work_gxb3jgybnreolk7frlfntepowa	155	11	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	155	12	scale	scale	NN
work_gxb3jgybnreolk7frlfntepowa	155	13	.	.	.
work_gxb3jgybnreolk7frlfntepowa	156	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	156	2	standardized	standardized	JJ
work_gxb3jgybnreolk7frlfntepowa	156	3	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	156	4	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	156	5	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	156	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	156	7	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	156	8	representation	representation	NN
work_gxb3jgybnreolk7frlfntepowa	156	9	scheme	scheme	NN
work_gxb3jgybnreolk7frlfntepowa	156	10	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	156	11	raw	raw	JJ
work_gxb3jgybnreolk7frlfntepowa	156	12	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	156	13	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	156	14	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	156	15	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	156	16	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	156	17	spite	spite	NN
work_gxb3jgybnreolk7frlfntepowa	156	18	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	156	19	being	be	VBG
work_gxb3jgybnreolk7frlfntepowa	156	20	learned	learn	VBN
work_gxb3jgybnreolk7frlfntepowa	156	21	artificial	artificial	JJ
work_gxb3jgybnreolk7frlfntepowa	156	22	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	156	23	.	.	.
work_gxb3jgybnreolk7frlfntepowa	157	1	These	these	DT
work_gxb3jgybnreolk7frlfntepowa	157	2	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	157	3	represent	represent	VBP
work_gxb3jgybnreolk7frlfntepowa	157	4	clustered	cluster	VBN
work_gxb3jgybnreolk7frlfntepowa	157	5	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	157	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	157	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	157	8	entire	entire	JJ
work_gxb3jgybnreolk7frlfntepowa	157	9	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	157	10	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	157	11	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	157	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	157	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	157	14	they	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	157	15	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	157	16	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	157	17	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	157	18	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	157	19	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	157	20	tool	tool	NN
work_gxb3jgybnreolk7frlfntepowa	157	21	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	157	22	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	157	23	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	157	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	158	1	These	these	DT
work_gxb3jgybnreolk7frlfntepowa	158	2	standardized	standardize	VBN
work_gxb3jgybnreolk7frlfntepowa	158	3	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	158	4	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	158	5	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	158	6	consistent	consistent	JJ
work_gxb3jgybnreolk7frlfntepowa	158	7	if	if	IN
work_gxb3jgybnreolk7frlfntepowa	158	8	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	158	9	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	158	10	implemented	implement	VBN
work_gxb3jgybnreolk7frlfntepowa	158	11	again	again	RB
work_gxb3jgybnreolk7frlfntepowa	158	12	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	158	13	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	158	14	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	158	15	parameters	parameter	NNS
work_gxb3jgybnreolk7frlfntepowa	158	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	158	17	although	although	IN
work_gxb3jgybnreolk7frlfntepowa	158	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	158	19	addition	addition	NN
work_gxb3jgybnreolk7frlfntepowa	158	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	158	21	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	158	22	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	158	23	modify	modify	VBP
work_gxb3jgybnreolk7frlfntepowa	158	24	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	158	25	standardized	standardize	VBN
work_gxb3jgybnreolk7frlfntepowa	158	26	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	158	27	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	158	28	just	just	RB
work_gxb3jgybnreolk7frlfntepowa	158	29	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	158	30	little	little	JJ
work_gxb3jgybnreolk7frlfntepowa	158	31	.	.	.
work_gxb3jgybnreolk7frlfntepowa	159	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	159	2	definite	definite	JJ
work_gxb3jgybnreolk7frlfntepowa	159	3	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	159	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	159	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	159	6	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	159	7	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	159	8	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	159	9	method	method	NN
work_gxb3jgybnreolk7frlfntepowa	159	10	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	159	11	composed	compose	VBN
work_gxb3jgybnreolk7frlfntepowa	159	12	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	159	13	three	three	CD
work_gxb3jgybnreolk7frlfntepowa	159	14	steps	step	NNS
work_gxb3jgybnreolk7frlfntepowa	159	15	:	:	:
work_gxb3jgybnreolk7frlfntepowa	159	16	profiling	profile	VBG
work_gxb3jgybnreolk7frlfntepowa	159	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	159	18	inferring	infer	VBG
work_gxb3jgybnreolk7frlfntepowa	159	19	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	159	20	predicting	predict	VBG
work_gxb3jgybnreolk7frlfntepowa	159	21	steps	step	NNS
work_gxb3jgybnreolk7frlfntepowa	159	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	160	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	160	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	160	3	profiling	profiling	NN
work_gxb3jgybnreolk7frlfntepowa	160	4	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	160	5	operated	operate	VBN
work_gxb3jgybnreolk7frlfntepowa	160	6	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	160	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	160	8	back	back	NN
work_gxb3jgybnreolk7frlfntepowa	160	9	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	160	10	office	office	NN
work_gxb3jgybnreolk7frlfntepowa	160	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	160	12	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	160	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	160	14	preliminary	preliminary	JJ
work_gxb3jgybnreolk7frlfntepowa	160	15	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	160	16	testing	testing	NN
work_gxb3jgybnreolk7frlfntepowa	160	17	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	160	18	performed	perform	VBN
work_gxb3jgybnreolk7frlfntepowa	160	19	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	160	20	fit	fit	VB
work_gxb3jgybnreolk7frlfntepowa	160	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	160	22	stable	stable	JJ
work_gxb3jgybnreolk7frlfntepowa	160	23	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	160	24	condition	condition	NN
work_gxb3jgybnreolk7frlfntepowa	160	25	.	.	.
work_gxb3jgybnreolk7frlfntepowa	161	1	Clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	161	2	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	161	3	derived	derive	VBN
work_gxb3jgybnreolk7frlfntepowa	161	4	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	161	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	161	6	dense	dense	JJ
work_gxb3jgybnreolk7frlfntepowa	161	7	subset	subset	NN
work_gxb3jgybnreolk7frlfntepowa	161	8	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	161	9	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	161	10	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	161	11	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	161	12	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	161	13	DB	DB	NNP
work_gxb3jgybnreolk7frlfntepowa	161	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	162	1	All	all	PDT
work_gxb3jgybnreolk7frlfntepowa	162	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	162	3	training	training	NN
work_gxb3jgybnreolk7frlfntepowa	162	4	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	162	5	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	162	6	indexed	index	VBN
work_gxb3jgybnreolk7frlfntepowa	162	7	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	162	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	162	9	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	162	10	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	162	11	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	162	12	accordance	accordance	NN
work_gxb3jgybnreolk7frlfntepowa	162	13	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	162	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	162	15	similarity	similarity	NN
work_gxb3jgybnreolk7frlfntepowa	162	16	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	162	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	162	18	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	162	19	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	162	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	162	21	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	162	22	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	162	23	.	.	.
work_gxb3jgybnreolk7frlfntepowa	163	1	While	while	IN
work_gxb3jgybnreolk7frlfntepowa	163	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	163	3	inferring	infer	VBG
work_gxb3jgybnreolk7frlfntepowa	163	4	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	163	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	163	6	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	163	7	compares	compare	VBZ
work_gxb3jgybnreolk7frlfntepowa	163	8	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	163	9	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	163	10	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	163	11	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	163	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	163	13	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	163	14	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	163	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	164	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	164	2	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	164	3	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	164	4	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	164	5	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	164	6	inferred	infer	VBN
work_gxb3jgybnreolk7frlfntepowa	164	7	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	164	8	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	164	9	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	164	10	indexed	index	VBN
work_gxb3jgybnreolk7frlfntepowa	164	11	within	within	IN
work_gxb3jgybnreolk7frlfntepowa	164	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	164	13	selected	select	VBN
work_gxb3jgybnreolk7frlfntepowa	164	14	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	164	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	165	1	After	after	IN
work_gxb3jgybnreolk7frlfntepowa	165	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	165	3	inferring	infer	VBG
work_gxb3jgybnreolk7frlfntepowa	165	4	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	165	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	165	6	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	165	7	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	165	8	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	165	9	performed	perform	VBN
work_gxb3jgybnreolk7frlfntepowa	165	10	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	165	11	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	165	12	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	165	13	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	165	14	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	165	15	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	165	16	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	165	17	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	165	18	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	165	19	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	165	20	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	165	21	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	165	22	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	165	23	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	165	24	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	165	25	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	165	26	selected	select	VBN
work_gxb3jgybnreolk7frlfntepowa	165	27	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	165	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	166	1	Fig	fig	NN
work_gxb3jgybnreolk7frlfntepowa	166	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	167	1	3	3	CD
work_gxb3jgybnreolk7frlfntepowa	167	2	depicts	depict	VBZ
work_gxb3jgybnreolk7frlfntepowa	167	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	167	4	proposed	propose	VBN
work_gxb3jgybnreolk7frlfntepowa	167	5	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	167	6	architecture	architecture	NN
work_gxb3jgybnreolk7frlfntepowa	167	7	.	.	.
work_gxb3jgybnreolk7frlfntepowa	168	1	3.1	3.1	CD
work_gxb3jgybnreolk7frlfntepowa	168	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	169	1	Profiling	profile	VBG
work_gxb3jgybnreolk7frlfntepowa	169	2	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	169	3	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	169	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	169	5	profiling	profiling	NN
work_gxb3jgybnreolk7frlfntepowa	169	6	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	169	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	169	8	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	169	9	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	169	10	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	169	11	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	169	12	visualizing	visualize	VBG
work_gxb3jgybnreolk7frlfntepowa	169	13	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	169	14	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	169	15	patterns	pattern	NNS
work_gxb3jgybnreolk7frlfntepowa	169	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	169	17	reducing	reduce	VBG
work_gxb3jgybnreolk7frlfntepowa	169	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	169	19	dimension	dimension	NN
work_gxb3jgybnreolk7frlfntepowa	169	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	169	21	input	input	NN
work_gxb3jgybnreolk7frlfntepowa	169	22	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	169	23	before	before	IN
work_gxb3jgybnreolk7frlfntepowa	169	24	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	169	25	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	169	26	.	.	.
work_gxb3jgybnreolk7frlfntepowa	170	1	Clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	170	2	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	170	3	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	170	4	derived	derive	VBN
work_gxb3jgybnreolk7frlfntepowa	170	5	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	170	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	170	7	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	170	8	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	170	9	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	170	10	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	170	11	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	170	12	DB	DB	NNP
work_gxb3jgybnreolk7frlfntepowa	170	13	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	170	14	dense	dense	JJ
work_gxb3jgybnreolk7frlfntepowa	170	15	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	170	16	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	170	17	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	170	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	171	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	171	2	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	171	3	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	171	4	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	171	5	indexed	index	VBN
work_gxb3jgybnreolk7frlfntepowa	171	6	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	171	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	171	8	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	171	9	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	171	10	comprise	comprise	VB
work_gxb3jgybnreolk7frlfntepowa	171	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	171	12	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	171	13	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	171	14	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	171	15	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	171	16	DB	db	NN
work_gxb3jgybnreolk7frlfntepowa	171	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	172	1	Step	step	NN
work_gxb3jgybnreolk7frlfntepowa	172	2	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	172	3	.	.	.
work_gxb3jgybnreolk7frlfntepowa	173	1	User	user	NN
work_gxb3jgybnreolk7frlfntepowa	173	2	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	173	3	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	173	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	173	5	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	173	6	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	173	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	173	8	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	173	9	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	173	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	173	11	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	173	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	174	1	1.1	1.1	CD
work_gxb3jgybnreolk7frlfntepowa	174	2	Explore	explore	NN
work_gxb3jgybnreolk7frlfntepowa	174	3	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	174	4	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	174	5	distribution	distribution	NN
work_gxb3jgybnreolk7frlfntepowa	174	6	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	174	7	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	174	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	175	1	1.2	1.2	CD
work_gxb3jgybnreolk7frlfntepowa	175	2	Determine	Determine	NNP
work_gxb3jgybnreolk7frlfntepowa	175	3	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	175	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	175	5	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	175	6	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	175	7	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	175	8	factors	factor	NNS
work_gxb3jgybnreolk7frlfntepowa	175	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	176	1	1.3	1.3	CD
work_gxb3jgybnreolk7frlfntepowa	176	2	Initialize	initialize	NN
work_gxb3jgybnreolk7frlfntepowa	176	3	weight	weight	NN
work_gxb3jgybnreolk7frlfntepowa	176	4	vectors	vector	NNS
work_gxb3jgybnreolk7frlfntepowa	176	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	176	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	176	7	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	176	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	177	1	1.4	1.4	CD
work_gxb3jgybnreolk7frlfntepowa	177	2	Find	find	NN
work_gxb3jgybnreolk7frlfntepowa	177	3	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	177	4	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	177	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	177	6	standardized	standardize	VBN
work_gxb3jgybnreolk7frlfntepowa	177	7	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	177	8	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	177	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	177	10	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	177	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	178	1	3.2	3.2	CD
work_gxb3jgybnreolk7frlfntepowa	178	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	179	1	Inferring	infer	VBG
work_gxb3jgybnreolk7frlfntepowa	179	2	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	179	3	When	when	WRB
work_gxb3jgybnreolk7frlfntepowa	179	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	179	5	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	179	6	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	179	7	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	179	8	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	179	9	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	179	10	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	179	11	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	179	12	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	179	13	requested	request	VBN
work_gxb3jgybnreolk7frlfntepowa	179	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	179	15	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	179	16	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	179	17	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	179	18	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	179	19	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	179	20	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	179	21	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	179	22	compared	compare	VBN
work_gxb3jgybnreolk7frlfntepowa	179	23	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	179	24	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	179	25	standardized	standardize	VBN
work_gxb3jgybnreolk7frlfntepowa	179	26	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	179	27	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	179	28	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	179	29	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	179	30	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	179	31	.	.	.
work_gxb3jgybnreolk7frlfntepowa	180	1	Through	through	IN
work_gxb3jgybnreolk7frlfntepowa	180	2	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	180	3	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	180	4	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	180	5	part	part	NN
work_gxb3jgybnreolk7frlfntepowa	180	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	180	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	180	8	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	180	9	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	180	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	180	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	180	12	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	180	13	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	180	14	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	180	15	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	180	16	determined	determine	VBN
work_gxb3jgybnreolk7frlfntepowa	180	17	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	180	18	retrieved	retrieve	VBN
work_gxb3jgybnreolk7frlfntepowa	180	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	181	1	Step	step	NN
work_gxb3jgybnreolk7frlfntepowa	181	2	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	181	3	.	.	.
work_gxb3jgybnreolk7frlfntepowa	182	1	Active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	182	2	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	182	3	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	182	4	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	182	5	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	182	6	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	182	7	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	182	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	183	1	2.1	2.1	CD
work_gxb3jgybnreolk7frlfntepowa	183	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	184	1	Index	index	NN
work_gxb3jgybnreolk7frlfntepowa	184	2	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	184	3	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	184	4	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	184	5	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	184	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	184	7	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	184	8	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	184	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	184	10	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	184	11	having	have	VBG
work_gxb3jgybnreolk7frlfntepowa	184	12	minimum	minimum	JJ
work_gxb3jgybnreolk7frlfntepowa	184	13	distance	distance	NN
work_gxb3jgybnreolk7frlfntepowa	184	14	calculated	calculate	VBN
work_gxb3jgybnreolk7frlfntepowa	184	15	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	184	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	184	17	k	k	NNP
work_gxb3jgybnreolk7frlfntepowa	184	18	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	184	19	Nearest	Nearest	NNP
work_gxb3jgybnreolk7frlfntepowa	184	20	Neighbour	Neighbour	NNP
work_gxb3jgybnreolk7frlfntepowa	184	21	method	method	NN
work_gxb3jgybnreolk7frlfntepowa	184	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	184	23	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	184	24	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	184	25	Min_D	Min_D	NNP
work_gxb3jgybnreolk7frlfntepowa	184	26	¼	¼	NN
work_gxb3jgybnreolk7frlfntepowa	184	27	ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi	ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi	NN
work_gxb3jgybnreolk7frlfntepowa	184	28	Xn	Xn	NNP
work_gxb3jgybnreolk7frlfntepowa	184	29	m¼1	m¼1	NNP
work_gxb3jgybnreolk7frlfntepowa	184	30	l	l	FW
work_gxb3jgybnreolk7frlfntepowa	184	31	va;m	va;m	FW
work_gxb3jgybnreolk7frlfntepowa	184	32	S	S	NNP
work_gxb3jgybnreolk7frlfntepowa	184	33	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	184	34	Cref;ml	cref;ml	CD
work_gxb3jgybnreolk7frlfntepowa	184	35	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	184	36	vuut	vuut	NN
work_gxb3jgybnreolk7frlfntepowa	184	37	where	where	WRB
work_gxb3jgybnreolk7frlfntepowa	184	38	m	m	NN
work_gxb3jgybnreolk7frlfntepowa	184	39	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	184	40	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	184	41	given	given	JJ
work_gxb3jgybnreolk7frlfntepowa	184	42	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	184	43	,	,	,
work_gxb3jgybnreolk7frlfntepowa	184	44	ni;m	ni;m	NNP
work_gxb3jgybnreolk7frlfntepowa	184	45	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	184	46	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	184	47	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	184	48	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	184	49	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	184	50	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	184	51	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	184	52	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	184	53	item	item	VB
work_gxb3jgybnreolk7frlfntepowa	184	54	m	m	NN
work_gxb3jgybnreolk7frlfntepowa	184	55	;	;	:
work_gxb3jgybnreolk7frlfntepowa	184	56	S	S	NNP
work_gxb3jgybnreolk7frlfntepowa	184	57	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	184	58	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	184	59	standardizing	standardize	VBG
work_gxb3jgybnreolk7frlfntepowa	184	60	factor	factor	NN
work_gxb3jgybnreolk7frlfntepowa	184	61	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	184	62	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	184	63	scale	scale	NN
work_gxb3jgybnreolk7frlfntepowa	184	64	,	,	,
work_gxb3jgybnreolk7frlfntepowa	184	65	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	184	66	Cref;m	cref;m	NN
work_gxb3jgybnreolk7frlfntepowa	184	67	represents	represent	VBZ
work_gxb3jgybnreolk7frlfntepowa	184	68	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	184	69	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	184	70	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	184	71	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	184	72	item	item	VB
work_gxb3jgybnreolk7frlfntepowa	184	73	m	m	NN
work_gxb3jgybnreolk7frlfntepowa	184	74	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	184	75	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	184	76	fixed	fix	VBN
work_gxb3jgybnreolk7frlfntepowa	184	77	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	184	78	.	.	.
work_gxb3jgybnreolk7frlfntepowa	185	1	2.2	2.2	CD
work_gxb3jgybnreolk7frlfntepowa	185	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	186	1	Retrieve	retrieve	VB
work_gxb3jgybnreolk7frlfntepowa	186	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	186	3	neighbours	neighbour	NNS
work_gxb3jgybnreolk7frlfntepowa	186	4	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	186	5	were	be	VBD
work_gxb3jgybnreolk7frlfntepowa	186	6	indexed	index	VBN
work_gxb3jgybnreolk7frlfntepowa	186	7	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	186	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	186	9	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	186	10	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	186	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	187	1	3.3	3.3	CD
work_gxb3jgybnreolk7frlfntepowa	187	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	188	1	Predicting	predict	VBG
work_gxb3jgybnreolk7frlfntepowa	188	2	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	188	3	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	188	4	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	188	5	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	188	6	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	188	7	predicted	predict	VBD
work_gxb3jgybnreolk7frlfntepowa	188	8	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	188	9	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	188	10	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	188	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	188	12	target	target	NN
work_gxb3jgybnreolk7frlfntepowa	188	13	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	188	14	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	188	15	calculated	calculate	VBN
work_gxb3jgybnreolk7frlfntepowa	188	16	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	188	17	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	188	18	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	188	19	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	188	20	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	188	21	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	188	22	filtering	filter	VBG
work_gxb3jgybnreolk7frlfntepowa	188	23	formula	formula	NN
work_gxb3jgybnreolk7frlfntepowa	188	24	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	188	25	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	188	26	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	188	27	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	188	28	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	188	29	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	188	30	part	part	NN
work_gxb3jgybnreolk7frlfntepowa	188	31	.	.	.
work_gxb3jgybnreolk7frlfntepowa	189	1	Step	step	NN
work_gxb3jgybnreolk7frlfntepowa	189	2	3	3	CD
work_gxb3jgybnreolk7frlfntepowa	189	3	.	.	.
work_gxb3jgybnreolk7frlfntepowa	190	1	Prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	190	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	190	3	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	190	4	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	190	5	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	190	6	predicted	predict	VBN
work_gxb3jgybnreolk7frlfntepowa	190	7	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	190	8	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	190	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	191	1	3.1	3.1	CD
work_gxb3jgybnreolk7frlfntepowa	191	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	192	1	Calculate	calculate	NN
work_gxb3jgybnreolk7frlfntepowa	192	2	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	192	3	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	192	4	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	192	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	192	6	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	192	7	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	192	8	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	192	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	192	10	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	192	11	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	192	12	neighbours	neighbour	NNS
work_gxb3jgybnreolk7frlfntepowa	192	13	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	192	14	were	be	VBD
work_gxb3jgybnreolk7frlfntepowa	192	15	indexed	index	VBN
work_gxb3jgybnreolk7frlfntepowa	192	16	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	192	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	192	18	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	192	19	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	192	20	wða	wða	NN
work_gxb3jgybnreolk7frlfntepowa	192	21	;	;	:
work_gxb3jgybnreolk7frlfntepowa	192	22	iÞ	iÞ	NNP
work_gxb3jgybnreolk7frlfntepowa	192	23	¼	¼	NNP
work_gxb3jgybnreolk7frlfntepowa	192	24	X	X	NNP
work_gxb3jgybnreolk7frlfntepowa	192	25	j	j	NNP
work_gxb3jgybnreolk7frlfntepowa	192	26	ðva;j	ðva;j	NNP
work_gxb3jgybnreolk7frlfntepowa	192	27	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	192	28	maÞ	maþ	NN
work_gxb3jgybnreolk7frlfntepowa	192	29	sa	sa	NNP
work_gxb3jgybnreolk7frlfntepowa	192	30	ðvi;j	ðvi;j	NNP
work_gxb3jgybnreolk7frlfntepowa	192	31	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	192	32	miÞ	miÞ	NNP
work_gxb3jgybnreolk7frlfntepowa	192	33	si	si	NN
work_gxb3jgybnreolk7frlfntepowa	192	34	where	where	WRB
work_gxb3jgybnreolk7frlfntepowa	192	35	wða	wða	NN
work_gxb3jgybnreolk7frlfntepowa	192	36	;	;	:
work_gxb3jgybnreolk7frlfntepowa	192	37	iÞ	iÞ	NNP
work_gxb3jgybnreolk7frlfntepowa	192	38	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	192	39	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	192	40	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	192	41	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	192	42	coefficient	coefficient	NN
work_gxb3jgybnreolk7frlfntepowa	192	43	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	192	44	compute	compute	VB
work_gxb3jgybnreolk7frlfntepowa	192	45	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	192	46	weight	weight	NN
work_gxb3jgybnreolk7frlfntepowa	192	47	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	192	48	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	192	49	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	192	50	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	192	51	contribution	contribution	NN
work_gxb3jgybnreolk7frlfntepowa	192	52	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	192	53	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	192	54	indexed	index	VBN
work_gxb3jgybnreolk7frlfntepowa	192	55	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	192	56	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	192	57	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	192	58	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	192	59	.	.	.
work_gxb3jgybnreolk7frlfntepowa	193	1	3.2	3.2	CD
work_gxb3jgybnreolk7frlfntepowa	193	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	194	1	Compute	compute	VB
work_gxb3jgybnreolk7frlfntepowa	194	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	194	3	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	194	4	Pa;t	pa;t	NN
work_gxb3jgybnreolk7frlfntepowa	194	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	194	6	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	194	7	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	194	8	ðUaÞ	ðUaÞ	NNS
work_gxb3jgybnreolk7frlfntepowa	194	9	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	194	10	target	target	NN
work_gxb3jgybnreolk7frlfntepowa	194	11	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	194	12	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	194	13	:	:	:
work_gxb3jgybnreolk7frlfntepowa	194	14	Pa;t	Pa;t	NNP
work_gxb3jgybnreolk7frlfntepowa	194	15	¼	¼	FW
work_gxb3jgybnreolk7frlfntepowa	194	16	ma	ma	NNP
work_gxb3jgybnreolk7frlfntepowa	194	17	þ	þ	NNP
work_gxb3jgybnreolk7frlfntepowa	194	18	k	k	NNP
work_gxb3jgybnreolk7frlfntepowa	194	19	X	X	NNP
work_gxb3jgybnreolk7frlfntepowa	194	20	i	i	PRP
work_gxb3jgybnreolk7frlfntepowa	194	21	–	–	:
work_gxb3jgybnreolk7frlfntepowa	194	22	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	194	23	wða	wða	NN
work_gxb3jgybnreolk7frlfntepowa	194	24	;	;	:
work_gxb3jgybnreolk7frlfntepowa	194	25	iÞðvi;t	iÞðvi;t	NNP
work_gxb3jgybnreolk7frlfntepowa	194	26	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	194	27	miÞ	miÞ	NNS
work_gxb3jgybnreolk7frlfntepowa	194	28	where	where	WRB
work_gxb3jgybnreolk7frlfntepowa	194	29	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	194	30	sum	sum	NN
work_gxb3jgybnreolk7frlfntepowa	194	31	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	194	32	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	194	33	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	194	34	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	194	35	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	194	36	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	194	37	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	194	38	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	194	39	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	194	40	DB	DB	NNP
work_gxb3jgybnreolk7frlfntepowa	194	41	,	,	,
work_gxb3jgybnreolk7frlfntepowa	194	42	ni;m	ni;m	NNP
work_gxb3jgybnreolk7frlfntepowa	194	43	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	194	44	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	194	45	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	194	46	cast	cast	VBN
work_gxb3jgybnreolk7frlfntepowa	194	47	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	194	48	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	194	49	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	194	50	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	194	51	i	i	PRP
work_gxb3jgybnreolk7frlfntepowa	194	52	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	194	53	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	194	54	t	t	NN
work_gxb3jgybnreolk7frlfntepowa	194	55	;	;	:
work_gxb3jgybnreolk7frlfntepowa	194	56	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	194	57	ma	ma	NNP
work_gxb3jgybnreolk7frlfntepowa	194	58	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	194	59	Uas	Uas	NNP
work_gxb3jgybnreolk7frlfntepowa	194	60	mean	mean	JJ
work_gxb3jgybnreolk7frlfntepowa	194	61	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	194	62	.	.	.
work_gxb3jgybnreolk7frlfntepowa	195	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	195	2	constant	constant	JJ
work_gxb3jgybnreolk7frlfntepowa	195	3	k	k	NN
work_gxb3jgybnreolk7frlfntepowa	195	4	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	195	5	front	front	NN
work_gxb3jgybnreolk7frlfntepowa	195	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	195	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	195	8	sum	sum	NN
work_gxb3jgybnreolk7frlfntepowa	195	9	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	195	10	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	195	11	appropriate	appropriate	JJ
work_gxb3jgybnreolk7frlfntepowa	195	12	normalization	normalization	NN
work_gxb3jgybnreolk7frlfntepowa	195	13	factor	factor	NN
work_gxb3jgybnreolk7frlfntepowa	195	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	196	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	196	2	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	196	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	196	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	196	5	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	196	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	196	7	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	196	8	method	method	NN
work_gxb3jgybnreolk7frlfntepowa	196	9	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	196	10	exempli-	exempli-	NN
work_gxb3jgybnreolk7frlfntepowa	196	11	fied	fie	VBN
work_gxb3jgybnreolk7frlfntepowa	196	12	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	196	13	Fig	Fig	NNP
work_gxb3jgybnreolk7frlfntepowa	196	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	197	1	4	4	LS
work_gxb3jgybnreolk7frlfntepowa	197	2	If	if	IN
work_gxb3jgybnreolk7frlfntepowa	197	3	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	197	4	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	197	5	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	197	6	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	197	7	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	197	8	rating	rating	NNP
work_gxb3jgybnreolk7frlfntepowa	197	9	{	{	-LRB-
work_gxb3jgybnreolk7frlfntepowa	197	10	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	197	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	12	_	_	NNP
work_gxb3jgybnreolk7frlfntepowa	197	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	14	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	197	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	16	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	197	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	18	…	…	NFP
work_gxb3jgybnreolk7frlfntepowa	197	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	20	?	?	.
work_gxb3jgybnreolk7frlfntepowa	197	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	22	…	…	NFP
work_gxb3jgybnreolk7frlfntepowa	197	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	24	4	4	CD
work_gxb3jgybnreolk7frlfntepowa	197	25	}	}	-RRB-
work_gxb3jgybnreolk7frlfntepowa	197	26	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	197	27	given	give	VBN
work_gxb3jgybnreolk7frlfntepowa	197	28	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	29	at	at	IN
work_gxb3jgybnreolk7frlfntepowa	197	30	first	first	RB
work_gxb3jgybnreolk7frlfntepowa	197	31	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	32	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	197	33	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	197	34	indexed	index	VBN
work_gxb3jgybnreolk7frlfntepowa	197	35	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	197	36	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	197	37	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	197	38	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	197	39	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	197	40	C2	c2	NN
work_gxb3jgybnreolk7frlfntepowa	197	41	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	197	42	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	197	43	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	197	44	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	197	45	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	197	46	DB	DB	NNP
work_gxb3jgybnreolk7frlfntepowa	197	47	,	,	,
work_gxb3jgybnreolk7frlfntepowa	197	48	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	197	49	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	197	50	clustered	cluster	VBN
work_gxb3jgybnreolk7frlfntepowa	197	51	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	197	52	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	197	53	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	197	54	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	197	55	off	off	JJ
work_gxb3jgybnreolk7frlfntepowa	197	56	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	197	57	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	197	58	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	197	59	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	197	60	.	.	.
work_gxb3jgybnreolk7frlfntepowa	198	1	Next	next	RB
work_gxb3jgybnreolk7frlfntepowa	198	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	198	3	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	198	4	method	method	NN
work_gxb3jgybnreolk7frlfntepowa	198	5	retrieves	retrieve	VBZ
work_gxb3jgybnreolk7frlfntepowa	198	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	198	7	nearest	near	JJS
work_gxb3jgybnreolk7frlfntepowa	198	8	neighbour	neighbour	NN
work_gxb3jgybnreolk7frlfntepowa	198	9	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	198	10	out	out	IN
work_gxb3jgybnreolk7frlfntepowa	198	11	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	198	12	that	that	DT
work_gxb3jgybnreolk7frlfntepowa	198	13	Fig	Fig	NNP
work_gxb3jgybnreolk7frlfntepowa	198	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	199	1	3	3	LS
work_gxb3jgybnreolk7frlfntepowa	199	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	200	1	Model	model	NN
work_gxb3jgybnreolk7frlfntepowa	200	2	architecture	architecture	NN
work_gxb3jgybnreolk7frlfntepowa	200	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	200	4	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	200	5	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	200	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	200	7	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	200	8	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	200	9	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	200	10	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	200	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	201	1	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	202	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	202	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	202	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	202	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	203	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	203	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	203	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	203	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	203	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	203	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	203	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	203	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	203	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	203	10	413–423	413–423	CD
work_gxb3jgybnreolk7frlfntepowa	203	11	417	417	CD
work_gxb3jgybnreolk7frlfntepowa	203	12	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	203	13	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	203	14	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	203	15	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	203	16	group	group	NN
work_gxb3jgybnreolk7frlfntepowa	203	17	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	203	18	C2	C2	NNP
work_gxb3jgybnreolk7frlfntepowa	203	19	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	203	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	204	1	Finally	finally	RB
work_gxb3jgybnreolk7frlfntepowa	204	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	204	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	204	4	predictive	predictive	JJ
work_gxb3jgybnreolk7frlfntepowa	204	5	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	204	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	204	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	204	8	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	204	9	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	204	10	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	204	11	target	target	NN
work_gxb3jgybnreolk7frlfntepowa	204	12	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	204	13	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	204	14	calculated	calculate	VBN
work_gxb3jgybnreolk7frlfntepowa	204	15	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	204	16	use	use	NN
work_gxb3jgybnreolk7frlfntepowa	204	17	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	204	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	204	19	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	204	20	formula	formula	NN
work_gxb3jgybnreolk7frlfntepowa	204	21	.	.	.
work_gxb3jgybnreolk7frlfntepowa	205	1	4	4	LS
work_gxb3jgybnreolk7frlfntepowa	205	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	206	1	Experiments	experiment	NNS
work_gxb3jgybnreolk7frlfntepowa	206	2	Experiments	experiment	NNS
work_gxb3jgybnreolk7frlfntepowa	206	3	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	206	4	run	run	VBN
work_gxb3jgybnreolk7frlfntepowa	206	5	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	206	6	open	open	JJ
work_gxb3jgybnreolk7frlfntepowa	206	7	datasets	dataset	NNS
work_gxb3jgybnreolk7frlfntepowa	206	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	206	9	six	six	CD
work_gxb3jgybnreolk7frlfntepowa	206	10	different	different	JJ
work_gxb3jgybnreolk7frlfntepowa	206	11	experimental	experimental	JJ
work_gxb3jgybnreolk7frlfntepowa	206	12	predictors	predictor	NNS
work_gxb3jgybnreolk7frlfntepowa	206	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	206	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	206	15	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	206	16	evaluation	evaluation	NN
work_gxb3jgybnreolk7frlfntepowa	206	17	metrics	metric	NNS
work_gxb3jgybnreolk7frlfntepowa	206	18	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	206	19	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	206	20	various	various	JJ
work_gxb3jgybnreolk7frlfntepowa	206	21	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	206	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	207	1	Results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	207	2	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	207	3	compared	compare	VBN
work_gxb3jgybnreolk7frlfntepowa	207	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	207	5	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	207	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	207	7	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	207	8	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	207	9	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	207	10	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	207	11	comparative	comparative	JJ
work_gxb3jgybnreolk7frlfntepowa	207	12	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	207	13	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	207	14	terms	term	NNS
work_gxb3jgybnreolk7frlfntepowa	207	15	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	207	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	207	17	level	level	NN
work_gxb3jgybnreolk7frlfntepowa	207	18	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	207	19	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	207	20	sparsity	sparsity	NN
work_gxb3jgybnreolk7frlfntepowa	207	21	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	207	22	machine	machine	NN
work_gxb3jgybnreolk7frlfntepowa	207	23	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	207	24	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	207	25	.	.	.
work_gxb3jgybnreolk7frlfntepowa	208	1	4.1	4.1	CD
work_gxb3jgybnreolk7frlfntepowa	208	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	209	1	Data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	209	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	209	3	MovieLens	MovieLens	NNP
work_gxb3jgybnreolk7frlfntepowa	209	4	dataset	dataset	VBD
work_gxb3jgybnreolk7frlfntepowa	209	5	MovieLens	MovieLens	NNP
work_gxb3jgybnreolk7frlfntepowa	209	6	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	209	7	sets	set	NNS
work_gxb3jgybnreolk7frlfntepowa	209	8	were	be	VBD
work_gxb3jgybnreolk7frlfntepowa	209	9	collected	collect	VBN
work_gxb3jgybnreolk7frlfntepowa	209	10	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	209	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	209	12	GroupLens	GroupLens	NNP
work_gxb3jgybnreolk7frlfntepowa	209	13	Research	Research	NNP
work_gxb3jgybnreolk7frlfntepowa	209	14	Project	Project	NNP
work_gxb3jgybnreolk7frlfntepowa	209	15	at	at	IN
work_gxb3jgybnreolk7frlfntepowa	209	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	209	17	University	University	NNP
work_gxb3jgybnreolk7frlfntepowa	209	18	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	209	19	Minnesota	Minnesota	NNP
work_gxb3jgybnreolk7frlfntepowa	209	20	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	209	21	http://www.cs.umn.edu/Research/GroupLeans/data	http://www.cs.umn.edu/Research/GroupLeans/data	NNP
work_gxb3jgybnreolk7frlfntepowa	209	22	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	209	23	.	.	.
work_gxb3jgybnreolk7frlfntepowa	210	1	The-	the-	DT
work_gxb3jgybnreolk7frlfntepowa	210	2	Fig	fig	NN
work_gxb3jgybnreolk7frlfntepowa	210	3	.	.	.
work_gxb3jgybnreolk7frlfntepowa	211	1	4	4	LS
work_gxb3jgybnreolk7frlfntepowa	211	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	212	1	Computation	computation	NN
work_gxb3jgybnreolk7frlfntepowa	212	2	example	example	NN
work_gxb3jgybnreolk7frlfntepowa	212	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	212	4	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	212	5	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	212	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	212	7	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	212	8	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	212	9	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	212	10	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	212	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	213	1	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	214	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	214	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	214	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	214	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	215	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	215	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	215	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	215	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	215	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	215	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	215	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	215	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	215	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	215	10	413–423418	413–423418	CD
work_gxb3jgybnreolk7frlfntepowa	215	11	http://www.cs.umn.edu/Research/GroupLeans/data	http://www.cs.umn.edu/Research/GroupLeans/data	NNP
work_gxb3jgybnreolk7frlfntepowa	215	12	historical	historical	JJ
work_gxb3jgybnreolk7frlfntepowa	215	13	dataset	dataset	NN
work_gxb3jgybnreolk7frlfntepowa	215	14	consists	consist	VBZ
work_gxb3jgybnreolk7frlfntepowa	215	15	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	215	16	100,000	100,000	CD
work_gxb3jgybnreolk7frlfntepowa	215	17	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	215	18	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	215	19	943	943	CD
work_gxb3jgybnreolk7frlfntepowa	215	20	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	215	21	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	215	22	1682	1682	CD
work_gxb3jgybnreolk7frlfntepowa	215	23	movies	movie	NNS
work_gxb3jgybnreolk7frlfntepowa	215	24	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	215	25	every	every	DT
work_gxb3jgybnreolk7frlfntepowa	215	26	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	215	27	having	have	VBG
work_gxb3jgybnreolk7frlfntepowa	215	28	at	at	RB
work_gxb3jgybnreolk7frlfntepowa	215	29	least	least	RBS
work_gxb3jgybnreolk7frlfntepowa	215	30	20	20	CD
work_gxb3jgybnreolk7frlfntepowa	215	31	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	215	32	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	215	33	simple	simple	JJ
work_gxb3jgybnreolk7frlfntepowa	215	34	demographic	demographic	JJ
work_gxb3jgybnreolk7frlfntepowa	215	35	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	215	36	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	215	37	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	215	38	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	215	39	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	215	40	age	age	NN
work_gxb3jgybnreolk7frlfntepowa	215	41	,	,	,
work_gxb3jgybnreolk7frlfntepowa	215	42	gender	gender	NN
work_gxb3jgybnreolk7frlfntepowa	215	43	,	,	,
work_gxb3jgybnreolk7frlfntepowa	215	44	occupation	occupation	NN
work_gxb3jgybnreolk7frlfntepowa	215	45	,	,	,
work_gxb3jgybnreolk7frlfntepowa	215	46	zip	zip	NN
work_gxb3jgybnreolk7frlfntepowa	215	47	code	code	NN
work_gxb3jgybnreolk7frlfntepowa	215	48	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	215	49	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	215	50	included	include	VBN
work_gxb3jgybnreolk7frlfntepowa	215	51	.	.	.
work_gxb3jgybnreolk7frlfntepowa	216	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	216	2	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	216	3	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	216	4	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	216	5	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	216	6	numeric	numeric	JJ
work_gxb3jgybnreolk7frlfntepowa	216	7	five	five	CD
work_gxb3jgybnreolk7frlfntepowa	216	8	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	216	9	point	point	NN
work_gxb3jgybnreolk7frlfntepowa	216	10	scale	scale	NN
work_gxb3jgybnreolk7frlfntepowa	216	11	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	216	12	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	216	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	216	14	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	216	15	representing	represent	VBG
work_gxb3jgybnreolk7frlfntepowa	216	16	negative	negative	JJ
work_gxb3jgybnreolk7frlfntepowa	216	17	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	216	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	216	19	4	4	CD
work_gxb3jgybnreolk7frlfntepowa	216	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	216	21	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	216	22	representing	represent	VBG
work_gxb3jgybnreolk7frlfntepowa	216	23	positive	positive	JJ
work_gxb3jgybnreolk7frlfntepowa	216	24	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	216	25	,	,	,
work_gxb3jgybnreolk7frlfntepowa	216	26	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	216	27	3	3	CD
work_gxb3jgybnreolk7frlfntepowa	216	28	indicating	indicate	VBG
work_gxb3jgybnreolk7frlfntepowa	216	29	ambivalence	ambivalence	NN
work_gxb3jgybnreolk7frlfntepowa	216	30	.	.	.
work_gxb3jgybnreolk7frlfntepowa	217	1	We	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	217	2	sample	sample	VBP
work_gxb3jgybnreolk7frlfntepowa	217	3	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	217	4	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	217	5	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	217	6	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	217	7	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	217	8	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	217	9	enough	enough	JJ
work_gxb3jgybnreolk7frlfntepowa	217	10	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	217	11	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	217	12	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	217	13	discover	discover	VB
work_gxb3jgybnreolk7frlfntepowa	217	14	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	217	15	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	217	16	patterns	pattern	NNS
work_gxb3jgybnreolk7frlfntepowa	217	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	218	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	218	2	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	218	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	218	4	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	218	5	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	218	6	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	218	7	extracted	extract	VBN
work_gxb3jgybnreolk7frlfntepowa	218	8	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	218	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	218	10	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	218	11	sample	sample	NN
work_gxb3jgybnreolk7frlfntepowa	218	12	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	218	13	251	251	CD
work_gxb3jgybnreolk7frlfntepowa	218	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	219	1	Among	among	IN
work_gxb3jgybnreolk7frlfntepowa	219	2	100,000	100,000	CD
work_gxb3jgybnreolk7frlfntepowa	219	3	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	219	4	records	record	NNS
work_gxb3jgybnreolk7frlfntepowa	219	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	219	6	6093	6093	CD
work_gxb3jgybnreolk7frlfntepowa	219	7	were	be	VBD
work_gxb3jgybnreolk7frlfntepowa	219	8	generated	generate	VBN
work_gxb3jgybnreolk7frlfntepowa	219	9	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	219	10	251	251	CD
work_gxb3jgybnreolk7frlfntepowa	219	11	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	219	12	rating	rate	VBG
work_gxb3jgybnreolk7frlfntepowa	219	13	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	219	14	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	219	15	33	33	CD
work_gxb3jgybnreolk7frlfntepowa	219	16	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	219	17	out	out	IN
work_gxb3jgybnreolk7frlfntepowa	219	18	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	219	19	10	10	CD
work_gxb3jgybnreolk7frlfntepowa	219	20	movie	movie	NN
work_gxb3jgybnreolk7frlfntepowa	219	21	genres	genre	NNS
work_gxb3jgybnreolk7frlfntepowa	219	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	220	1	4.2	4.2	CD
work_gxb3jgybnreolk7frlfntepowa	220	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	221	1	Evaluation	evaluation	NN
work_gxb3jgybnreolk7frlfntepowa	221	2	metrics	metric	NNS
work_gxb3jgybnreolk7frlfntepowa	221	3	Recommender	Recommender	NNP
work_gxb3jgybnreolk7frlfntepowa	221	4	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	221	5	researchers	researcher	NNS
work_gxb3jgybnreolk7frlfntepowa	221	6	use	use	VBP
work_gxb3jgybnreolk7frlfntepowa	221	7	several	several	JJ
work_gxb3jgybnreolk7frlfntepowa	221	8	different	different	JJ
work_gxb3jgybnreolk7frlfntepowa	221	9	measures	measure	NNS
work_gxb3jgybnreolk7frlfntepowa	221	10	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	221	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	221	12	quality	quality	NN
work_gxb3jgybnreolk7frlfntepowa	221	13	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	221	14	recommendations	recommendation	NNS
work_gxb3jgybnreolk7frlfntepowa	221	15	produced	produce	VBN
work_gxb3jgybnreolk7frlfntepowa	221	16	:	:	:
work_gxb3jgybnreolk7frlfntepowa	221	17	statistical	statistical	JJ
work_gxb3jgybnreolk7frlfntepowa	221	18	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	221	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	221	20	decision	decision	NN
work_gxb3jgybnreolk7frlfntepowa	221	21	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	221	22	support	support	NN
work_gxb3jgybnreolk7frlfntepowa	221	23	metrics	metric	NNS
work_gxb3jgybnreolk7frlfntepowa	221	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	221	25	coverage	coverage	NN
work_gxb3jgybnreolk7frlfntepowa	221	26	measures	measure	NNS
work_gxb3jgybnreolk7frlfntepowa	221	27	.	.	.
work_gxb3jgybnreolk7frlfntepowa	222	1	We	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	222	2	apply	apply	VBP
work_gxb3jgybnreolk7frlfntepowa	222	3	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	222	4	metrics	metric	NNS
work_gxb3jgybnreolk7frlfntepowa	222	5	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	222	6	our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	222	7	evaluation	evaluation	NN
work_gxb3jgybnreolk7frlfntepowa	222	8	:	:	:
work_gxb3jgybnreolk7frlfntepowa	222	9	normalized	normalized	NNP
work_gxb3jgybnreolk7frlfntepowa	222	10	mean	mean	NNP
work_gxb3jgybnreolk7frlfntepowa	222	11	absolute	absolute	JJ
work_gxb3jgybnreolk7frlfntepowa	222	12	error	error	NN
work_gxb3jgybnreolk7frlfntepowa	222	13	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	222	14	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	222	15	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	222	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	222	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	222	18	receiver	receiver	NN
work_gxb3jgybnreolk7frlfntepowa	222	19	operating	operating	NN
work_gxb3jgybnreolk7frlfntepowa	222	20	characteristic	characteristic	NN
work_gxb3jgybnreolk7frlfntepowa	222	21	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	222	22	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	222	23	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	222	24	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	222	25	including	include	VBG
work_gxb3jgybnreolk7frlfntepowa	222	26	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	222	27	area	area	NN
work_gxb3jgybnreolk7frlfntepowa	222	28	under	under	IN
work_gxb3jgybnreolk7frlfntepowa	222	29	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	222	30	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	222	31	,	,	,
work_gxb3jgybnreolk7frlfntepowa	222	32	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	222	33	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	222	34	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	222	35	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	222	36	Goldberg	Goldberg	NNP
work_gxb3jgybnreolk7frlfntepowa	222	37	,	,	,
work_gxb3jgybnreolk7frlfntepowa	222	38	Roeder	Roeder	NNP
work_gxb3jgybnreolk7frlfntepowa	222	39	,	,	,
work_gxb3jgybnreolk7frlfntepowa	222	40	Gupta	Gupta	NNP
work_gxb3jgybnreolk7frlfntepowa	222	41	,	,	,
work_gxb3jgybnreolk7frlfntepowa	222	42	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	222	43	Perkins	Perkins	NNP
work_gxb3jgybnreolk7frlfntepowa	222	44	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	222	45	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	222	46	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	222	47	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	222	48	Good	Good	NNP
work_gxb3jgybnreolk7frlfntepowa	222	49	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	222	50	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	222	51	.	.	.
work_gxb3jgybnreolk7frlfntepowa	223	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	223	2	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	223	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	223	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	224	1	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	224	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	225	1	We	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	225	2	look	look	VBP
work_gxb3jgybnreolk7frlfntepowa	225	3	at	at	IN
work_gxb3jgybnreolk7frlfntepowa	225	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	225	5	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	225	6	absolute	absolute	JJ
work_gxb3jgybnreolk7frlfntepowa	225	7	deviation	deviation	NN
work_gxb3jgybnreolk7frlfntepowa	225	8	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	225	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	225	10	predicted	predict	VBN
work_gxb3jgybnreolk7frlfntepowa	225	11	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	225	12	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	225	13	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	225	14	actual	actual	JJ
work_gxb3jgybnreolk7frlfntepowa	225	15	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	225	16	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	225	17	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	225	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	225	19	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	225	20	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	225	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	225	22	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	225	23	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	225	24	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	225	25	actually	actually	RB
work_gxb3jgybnreolk7frlfntepowa	225	26	voted	vote	VBN
work_gxb3jgybnreolk7frlfntepowa	225	27	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	225	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	226	1	That	that	RB
work_gxb3jgybnreolk7frlfntepowa	226	2	is	is	RB
work_gxb3jgybnreolk7frlfntepowa	226	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	226	4	if	if	IN
work_gxb3jgybnreolk7frlfntepowa	226	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	226	6	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	226	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	226	8	predicted	predict	VBN
work_gxb3jgybnreolk7frlfntepowa	226	9	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	226	10	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	226	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	226	12	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	226	13	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	226	14	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	226	15	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	226	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	226	17	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	226	18	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	226	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	226	20	ma	ma	NNP
work_gxb3jgybnreolk7frlfntepowa	226	21	;	;	:
work_gxb3jgybnreolk7frlfntepowa	226	22	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	226	23	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	226	24	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	226	25	absolute	absolute	JJ
work_gxb3jgybnreolk7frlfntepowa	226	26	deviation	deviation	NN
work_gxb3jgybnreolk7frlfntepowa	226	27	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	226	28	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	226	29	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	226	30	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	226	31	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	226	32	MAE	MAE	NNP
work_gxb3jgybnreolk7frlfntepowa	226	33	¼	¼	NN
work_gxb3jgybnreolk7frlfntepowa	226	34	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	226	35	ma	ma	NNP
work_gxb3jgybnreolk7frlfntepowa	226	36	Xma	Xma	NNP
work_gxb3jgybnreolk7frlfntepowa	226	37	j¼1	j¼1	NNP
work_gxb3jgybnreolk7frlfntepowa	226	38	lPa;j	lPa;j	NNP
work_gxb3jgybnreolk7frlfntepowa	226	39	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	226	40	va;jl	va;jl	NN
work_gxb3jgybnreolk7frlfntepowa	226	41	Since	since	IN
work_gxb3jgybnreolk7frlfntepowa	226	42	our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	226	43	numerical	numerical	JJ
work_gxb3jgybnreolk7frlfntepowa	226	44	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	226	45	scale	scale	NN
work_gxb3jgybnreolk7frlfntepowa	226	46	gives	give	VBZ
work_gxb3jgybnreolk7frlfntepowa	226	47	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	226	48	over	over	IN
work_gxb3jgybnreolk7frlfntepowa	226	49	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	226	50	range	range	NN
work_gxb3jgybnreolk7frlfntepowa	226	51	[	[	-LRB-
work_gxb3jgybnreolk7frlfntepowa	226	52	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	226	53	,	,	,
work_gxb3jgybnreolk7frlfntepowa	226	54	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	226	55	]	]	-RRB-
work_gxb3jgybnreolk7frlfntepowa	226	56	,	,	,
work_gxb3jgybnreolk7frlfntepowa	226	57	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	226	58	normalize	normalize	VBP
work_gxb3jgybnreolk7frlfntepowa	226	59	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	226	60	express	express	VB
work_gxb3jgybnreolk7frlfntepowa	226	61	errors	error	NNS
work_gxb3jgybnreolk7frlfntepowa	226	62	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	226	63	percentages	percentage	NNS
work_gxb3jgybnreolk7frlfntepowa	226	64	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	226	65	full	full	JJ
work_gxb3jgybnreolk7frlfntepowa	226	66	scale	scale	NN
work_gxb3jgybnreolk7frlfntepowa	226	67	:	:	:
work_gxb3jgybnreolk7frlfntepowa	226	68	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	226	69	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	226	70	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	226	71	¼	¼	FW
work_gxb3jgybnreolk7frlfntepowa	226	72	MAE	MAE	NNP
work_gxb3jgybnreolk7frlfntepowa	226	73	rmax	rmax	NNP
work_gxb3jgybnreolk7frlfntepowa	226	74	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	226	75	rmin	rmin	NN
work_gxb3jgybnreolk7frlfntepowa	226	76	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	226	77	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	226	78	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	226	79	area	area	NN
work_gxb3jgybnreolk7frlfntepowa	226	80	under	under	IN
work_gxb3jgybnreolk7frlfntepowa	226	81	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	226	82	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	226	83	.	.	.
work_gxb3jgybnreolk7frlfntepowa	227	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	227	2	metric	metric	NN
work_gxb3jgybnreolk7frlfntepowa	227	3	evaluates	evaluate	VBZ
work_gxb3jgybnreolk7frlfntepowa	227	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	227	5	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	227	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	227	7	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	227	8	scheme	scheme	NN
work_gxb3jgybnreolk7frlfntepowa	227	9	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	227	10	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	227	11	there	there	EX
work_gxb3jgybnreolk7frlfntepowa	227	12	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	227	13	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	227	14	variable	variable	NN
work_gxb3jgybnreolk7frlfntepowa	227	15	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	227	16	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	227	17	categories	category	NNS
work_gxb3jgybnreolk7frlfntepowa	227	18	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	227	19	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	227	20	subjects	subject	NNS
work_gxb3jgybnreolk7frlfntepowa	227	21	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	227	22	classified	classify	VBN
work_gxb3jgybnreolk7frlfntepowa	227	23	.	.	.
work_gxb3jgybnreolk7frlfntepowa	228	1	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	228	2	sensitivity	sensitivity	NN
work_gxb3jgybnreolk7frlfntepowa	228	3	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	228	4	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	228	5	signal	signal	JJ
work_gxb3jgybnreolk7frlfntepowa	228	6	proces-	proces-	NNS
work_gxb3jgybnreolk7frlfntepowa	228	7	sing	sing	NN
work_gxb3jgybnreolk7frlfntepowa	228	8	measure	measure	NN
work_gxb3jgybnreolk7frlfntepowa	228	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	228	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	228	11	decision	decision	NN
work_gxb3jgybnreolk7frlfntepowa	228	12	making	make	VBG
work_gxb3jgybnreolk7frlfntepowa	228	13	power	power	NN
work_gxb3jgybnreolk7frlfntepowa	228	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	228	15	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	228	16	filtering	filter	VBG
work_gxb3jgybnreolk7frlfntepowa	228	17	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	228	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	229	1	Operationally	operationally	RB
work_gxb3jgybnreolk7frlfntepowa	229	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	229	3	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	229	4	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	229	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	229	6	area	area	NN
work_gxb3jgybnreolk7frlfntepowa	229	7	under	under	IN
work_gxb3jgybnreolk7frlfntepowa	229	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	229	9	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	229	10	—	—	:
work_gxb3jgybnreolk7frlfntepowa	229	11	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	229	12	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	229	13	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	229	14	plots	plot	VBZ
work_gxb3jgybnreolk7frlfntepowa	229	15	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	229	16	sensitivity	sensitivity	NN
work_gxb3jgybnreolk7frlfntepowa	229	17	vs.	vs.	IN
work_gxb3jgybnreolk7frlfntepowa	229	18	1—specificity	1—specificity	CD
work_gxb3jgybnreolk7frlfntepowa	229	19	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	229	20	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	229	21	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	229	22	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	229	23	Swets	swet	NNS
work_gxb3jgybnreolk7frlfntepowa	229	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	229	25	1988	1988	CD
work_gxb3jgybnreolk7frlfntepowa	229	26	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	229	27	.	.	.
work_gxb3jgybnreolk7frlfntepowa	230	1	Sensitivity	sensitivity	NN
work_gxb3jgybnreolk7frlfntepowa	230	2	refers	refer	VBZ
work_gxb3jgybnreolk7frlfntepowa	230	3	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	230	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	230	5	probability	probability	NN
work_gxb3jgybnreolk7frlfntepowa	230	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	230	7	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	230	8	randomly	randomly	RB
work_gxb3jgybnreolk7frlfntepowa	230	9	selected	select	VBN
work_gxb3jgybnreolk7frlfntepowa	230	10	good	good	JJ
work_gxb3jgybnreolk7frlfntepowa	230	11	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	230	12	being	be	VBG
work_gxb3jgybnreolk7frlfntepowa	230	13	accepted	accept	VBN
work_gxb3jgybnreolk7frlfntepowa	230	14	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	230	15	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	230	16	filter	filter	NN
work_gxb3jgybnreolk7frlfntepowa	230	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	231	1	Specificity	specificity	NN
work_gxb3jgybnreolk7frlfntepowa	231	2	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	231	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	231	4	probability	probability	NN
work_gxb3jgybnreolk7frlfntepowa	231	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	231	6	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	231	7	randomly	randomly	RB
work_gxb3jgybnreolk7frlfntepowa	231	8	selected	select	VBN
work_gxb3jgybnreolk7frlfntepowa	231	9	bad	bad	JJ
work_gxb3jgybnreolk7frlfntepowa	231	10	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	231	11	being	be	VBG
work_gxb3jgybnreolk7frlfntepowa	231	12	rejected	reject	VBN
work_gxb3jgybnreolk7frlfntepowa	231	13	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	231	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	231	15	filter	filter	NN
work_gxb3jgybnreolk7frlfntepowa	231	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	232	1	Points	point	NNS
work_gxb3jgybnreolk7frlfntepowa	232	2	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	232	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	232	4	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	232	5	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	232	6	represent	represent	NN
work_gxb3jgybnreolk7frlfntepowa	232	7	trade	trade	NN
work_gxb3jgybnreolk7frlfntepowa	232	8	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	232	9	offs	off	NNS
work_gxb3jgybnreolk7frlfntepowa	232	10	supported	support	VBN
work_gxb3jgybnreolk7frlfntepowa	232	11	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	232	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	232	13	filter	filter	NN
work_gxb3jgybnreolk7frlfntepowa	232	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	233	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	233	2	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	233	3	sensitivity	sensitivity	NN
work_gxb3jgybnreolk7frlfntepowa	233	4	ranges	range	VBZ
work_gxb3jgybnreolk7frlfntepowa	233	5	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	233	6	0	0	CD
work_gxb3jgybnreolk7frlfntepowa	233	7	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	233	8	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	233	9	where	where	WRB
work_gxb3jgybnreolk7frlfntepowa	233	10	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	233	11	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	233	12	perfect	perfect	JJ
work_gxb3jgybnreolk7frlfntepowa	233	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	233	14	0.5	0.5	CD
work_gxb3jgybnreolk7frlfntepowa	233	15	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	233	16	random	random	JJ
work_gxb3jgybnreolk7frlfntepowa	233	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	234	1	To	to	TO
work_gxb3jgybnreolk7frlfntepowa	234	2	test	test	VB
work_gxb3jgybnreolk7frlfntepowa	234	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	234	4	difference	difference	NN
work_gxb3jgybnreolk7frlfntepowa	234	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	234	6	six	six	CD
work_gxb3jgybnreolk7frlfntepowa	234	7	protocols	protocol	NNS
work_gxb3jgybnreolk7frlfntepowa	234	8	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	234	9	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	234	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	234	11	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	234	12	use	use	VBP
work_gxb3jgybnreolk7frlfntepowa	234	13	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	234	14	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	234	15	way	way	NN
work_gxb3jgybnreolk7frlfntepowa	234	16	ANOVA	ANOVA	NNP
work_gxb3jgybnreolk7frlfntepowa	234	17	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	234	18	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	234	19	post	post	FW
work_gxb3jgybnreolk7frlfntepowa	234	20	hoc	hoc	FW
work_gxb3jgybnreolk7frlfntepowa	234	21	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	234	22	—	—	:
work_gxb3jgybnreolk7frlfntepowa	234	23	Bonferroni	Bonferroni	NNP
work_gxb3jgybnreolk7frlfntepowa	234	24	procedure	procedure	NN
work_gxb3jgybnreolk7frlfntepowa	234	25	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	234	26	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	234	27	equal	equal	JJ
work_gxb3jgybnreolk7frlfntepowa	234	28	variance	variance	NN
work_gxb3jgybnreolk7frlfntepowa	234	29	assumed	assume	VBN
work_gxb3jgybnreolk7frlfntepowa	234	30	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	234	31	multiple	multiple	JJ
work_gxb3jgybnreolk7frlfntepowa	234	32	comparisons	comparison	NNS
work_gxb3jgybnreolk7frlfntepowa	234	33	statistics	statistic	NNS
work_gxb3jgybnreolk7frlfntepowa	234	34	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	234	35	MAE	MAE	NNP
work_gxb3jgybnreolk7frlfntepowa	234	36	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	234	37	Breese	Breese	NNP
work_gxb3jgybnreolk7frlfntepowa	234	38	et	et	FW
work_gxb3jgybnreolk7frlfntepowa	234	39	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	234	40	.	.	NNP
work_gxb3jgybnreolk7frlfntepowa	234	41	,	,	,
work_gxb3jgybnreolk7frlfntepowa	234	42	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	234	43	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	234	44	.	.	.
work_gxb3jgybnreolk7frlfntepowa	235	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	235	2	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	235	3	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	235	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	235	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	235	6	post	post	FW
work_gxb3jgybnreolk7frlfntepowa	235	7	hoc	hoc	FW
work_gxb3jgybnreolk7frlfntepowa	235	8	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	235	9	procedure	procedure	NN
work_gxb3jgybnreolk7frlfntepowa	235	10	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	235	11	used	use	VBN
work_gxb3jgybnreolk7frlfntepowa	235	12	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	235	13	investigating	investigate	VBG
work_gxb3jgybnreolk7frlfntepowa	235	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	235	15	differences	difference	NNS
work_gxb3jgybnreolk7frlfntepowa	235	16	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	235	17	specific	specific	JJ
work_gxb3jgybnreolk7frlfntepowa	235	18	experimental	experimental	JJ
work_gxb3jgybnreolk7frlfntepowa	235	19	protocols	protocol	NNS
work_gxb3jgybnreolk7frlfntepowa	235	20	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	235	21	conjunction	conjunction	NN
work_gxb3jgybnreolk7frlfntepowa	235	22	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	235	23	ANOVA	ANOVA	NNP
work_gxb3jgybnreolk7frlfntepowa	235	24	comparing	compare	VBG
work_gxb3jgybnreolk7frlfntepowa	235	25	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	235	26	protocol	protocol	NN
work_gxb3jgybnreolk7frlfntepowa	235	27	’s	’s	,
work_gxb3jgybnreolk7frlfntepowa	235	28	MAE	MAE	NNP
work_gxb3jgybnreolk7frlfntepowa	235	29	difference	difference	NN
work_gxb3jgybnreolk7frlfntepowa	235	30	.	.	.
work_gxb3jgybnreolk7frlfntepowa	236	1	4.3	4.3	LS
work_gxb3jgybnreolk7frlfntepowa	236	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	237	1	Experimental	experimental	JJ
work_gxb3jgybnreolk7frlfntepowa	237	2	setup	setup	NN
work_gxb3jgybnreolk7frlfntepowa	237	3	At	at	IN
work_gxb3jgybnreolk7frlfntepowa	237	4	first	first	RB
work_gxb3jgybnreolk7frlfntepowa	237	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	237	6	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	237	7	build	build	VBP
work_gxb3jgybnreolk7frlfntepowa	237	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	237	9	dataset	dataset	NN
work_gxb3jgybnreolk7frlfntepowa	237	10	into	into	IN
work_gxb3jgybnreolk7frlfntepowa	237	11	three	three	CD
work_gxb3jgybnreolk7frlfntepowa	237	12	experimental	experimental	JJ
work_gxb3jgybnreolk7frlfntepowa	237	13	sets	set	NNS
work_gxb3jgybnreolk7frlfntepowa	237	14	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	237	15	testing	test	VBG
work_gxb3jgybnreolk7frlfntepowa	237	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	237	17	effect	effect	NN
work_gxb3jgybnreolk7frlfntepowa	237	18	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	237	19	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	237	20	available	available	JJ
work_gxb3jgybnreolk7frlfntepowa	237	21	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	237	22	level	level	NN
work_gxb3jgybnreolk7frlfntepowa	237	23	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	237	24	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	237	25	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	237	26	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	237	27	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	237	28	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	237	29	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	237	30	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	237	31	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	237	32	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	237	33	rated	rate	VBN
work_gxb3jgybnreolk7frlfntepowa	237	34	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	237	35	.	.	.
work_gxb3jgybnreolk7frlfntepowa	238	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	238	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	238	3	first	first	JJ
work_gxb3jgybnreolk7frlfntepowa	238	4	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	238	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	238	6	named	name	VBN
work_gxb3jgybnreolk7frlfntepowa	238	7	Allbut1	Allbut1	NNP
work_gxb3jgybnreolk7frlfntepowa	238	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	238	9	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	238	10	withhold	withhold	VBP
work_gxb3jgybnreolk7frlfntepowa	238	11	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	238	12	selected	select	VBN
work_gxb3jgybnreolk7frlfntepowa	238	13	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	238	14	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	238	15	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	238	16	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	238	17	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	238	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	238	19	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	238	20	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	238	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	238	22	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	238	23	try	try	VB
work_gxb3jgybnreolk7frlfntepowa	238	24	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	238	25	predict	predict	VB
work_gxb3jgybnreolk7frlfntepowa	238	26	its	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	238	27	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	238	28	given	give	VBN
work_gxb3jgybnreolk7frlfntepowa	238	29	all	all	PDT
work_gxb3jgybnreolk7frlfntepowa	238	30	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	238	31	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	238	32	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	238	33	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	238	34	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	238	35	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	238	36	voted	vote	VBN
work_gxb3jgybnreolk7frlfntepowa	238	37	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	238	38	.	.	.
work_gxb3jgybnreolk7frlfntepowa	239	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	239	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	239	3	second	second	JJ
work_gxb3jgybnreolk7frlfntepowa	239	4	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	239	5	third	third	JJ
work_gxb3jgybnreolk7frlfntepowa	239	6	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	239	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	239	8	experiments	experiment	NNS
work_gxb3jgybnreolk7frlfntepowa	239	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	239	10	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	239	11	select	select	VBP
work_gxb3jgybnreolk7frlfntepowa	239	12	five	five	CD
work_gxb3jgybnreolk7frlfntepowa	239	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	239	14	10	10	CD
work_gxb3jgybnreolk7frlfntepowa	239	15	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	239	16	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	239	17	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	239	18	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	239	19	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	239	20	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	239	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	239	22	observed	observed	JJ
work_gxb3jgybnreolk7frlfntepowa	239	23	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	239	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	239	25	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	239	26	then	then	RB
work_gxb3jgybnreolk7frlfntepowa	239	27	attempt	attempt	VB
work_gxb3jgybnreolk7frlfntepowa	239	28	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	239	29	predict	predict	VB
work_gxb3jgybnreolk7frlfntepowa	239	30	those	those	DT
work_gxb3jgybnreolk7frlfntepowa	239	31	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	239	32	levels	level	NNS
work_gxb3jgybnreolk7frlfntepowa	239	33	.	.	.
work_gxb3jgybnreolk7frlfntepowa	240	1	We	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	240	2	call	call	VBP
work_gxb3jgybnreolk7frlfntepowa	240	3	these	these	DT
work_gxb3jgybnreolk7frlfntepowa	240	4	Given5	Given5	NNP
work_gxb3jgybnreolk7frlfntepowa	240	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	240	6	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	240	7	Given10	Given10	NNP
work_gxb3jgybnreolk7frlfntepowa	240	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	241	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	241	2	Allbut1	Allbut1	NNP
work_gxb3jgybnreolk7frlfntepowa	241	3	experiments	experiment	NNS
work_gxb3jgybnreolk7frlfntepowa	241	4	measure	measure	VBP
work_gxb3jgybnreolk7frlfntepowa	241	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	241	6	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	241	7	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	241	8	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	241	9	when	when	WRB
work_gxb3jgybnreolk7frlfntepowa	241	10	given	give	VBN
work_gxb3jgybnreolk7frlfntepowa	241	11	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	241	12	much	much	JJ
work_gxb3jgybnreolk7frlfntepowa	241	13	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	241	14	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	241	15	possible	possible	JJ
work_gxb3jgybnreolk7frlfntepowa	241	16	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	241	17	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	241	18	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	241	19	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	241	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	242	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	242	2	Given	give	VBN
work_gxb3jgybnreolk7frlfntepowa	242	3	experiments	experiment	NNS
work_gxb3jgybnreolk7frlfntepowa	242	4	look	look	VBP
work_gxb3jgybnreolk7frlfntepowa	242	5	at	at	IN
work_gxb3jgybnreolk7frlfntepowa	242	6	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	242	7	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	242	8	less	less	JJR
work_gxb3jgybnreolk7frlfntepowa	242	9	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	242	10	available	available	JJ
work_gxb3jgybnreolk7frlfntepowa	242	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	242	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	242	13	examine	examine	VB
work_gxb3jgybnreolk7frlfntepowa	242	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	242	15	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	242	16	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	242	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	242	18	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	242	19	when	when	WRB
work_gxb3jgybnreolk7frlfntepowa	242	20	there	there	EX
work_gxb3jgybnreolk7frlfntepowa	242	21	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	242	22	relatively	relatively	RB
work_gxb3jgybnreolk7frlfntepowa	242	23	little	little	JJ
work_gxb3jgybnreolk7frlfntepowa	242	24	known	known	JJ
work_gxb3jgybnreolk7frlfntepowa	242	25	about	about	IN
work_gxb3jgybnreolk7frlfntepowa	242	26	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	242	27	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	242	28	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	242	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	243	1	Secondly	secondly	RB
work_gxb3jgybnreolk7frlfntepowa	243	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	243	3	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	243	4	present	present	VBP
work_gxb3jgybnreolk7frlfntepowa	243	5	metrics	metric	NNS
work_gxb3jgybnreolk7frlfntepowa	243	6	derived	derive	VBN
work_gxb3jgybnreolk7frlfntepowa	243	7	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	243	8	empirical	empirical	JJ
work_gxb3jgybnreolk7frlfntepowa	243	9	analysis	analysis	NN
work_gxb3jgybnreolk7frlfntepowa	243	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	243	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	243	12	proposed	propose	VBN
work_gxb3jgybnreolk7frlfntepowa	243	13	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	243	14	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	243	15	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	243	16	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	243	17	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	243	18	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	243	19	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	243	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	243	21	hereafter	hereafter	RB
work_gxb3jgybnreolk7frlfntepowa	243	22	referred	refer	VBD
work_gxb3jgybnreolk7frlfntepowa	243	23	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	243	24	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	243	25	SCP	SCP	NNP
work_gxb3jgybnreolk7frlfntepowa	243	26	,	,	,
work_gxb3jgybnreolk7frlfntepowa	243	27	compared	compare	VBN
work_gxb3jgybnreolk7frlfntepowa	243	28	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	243	29	baseline	baseline	VB
work_gxb3jgybnreolk7frlfntepowa	243	30	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	243	31	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	243	32	comparative	comparative	JJ
work_gxb3jgybnreolk7frlfntepowa	243	33	3-step	3-step	CD
work_gxb3jgybnreolk7frlfntepowa	243	34	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	243	35	.	.	.
work_gxb3jgybnreolk7frlfntepowa	244	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	244	2	list	list	NN
work_gxb3jgybnreolk7frlfntepowa	244	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	244	4	experiment	experiment	NN
work_gxb3jgybnreolk7frlfntepowa	244	5	protocols	protocol	NNS
work_gxb3jgybnreolk7frlfntepowa	244	6	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	244	7	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	244	8	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	244	9	Table	table	NN
work_gxb3jgybnreolk7frlfntepowa	244	10	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	244	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	245	1	4.3.1	4.3.1	NNP
work_gxb3jgybnreolk7frlfntepowa	245	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	246	1	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	246	2	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	246	3	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	246	4	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	246	5	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	246	6	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	246	7	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	246	8	On	on	IN
work_gxb3jgybnreolk7frlfntepowa	246	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	246	10	belief	belief	NN
work_gxb3jgybnreolk7frlfntepowa	246	11	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	246	12	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	246	13	affinity	affinity	NN
work_gxb3jgybnreolk7frlfntepowa	246	14	group	group	NN
work_gxb3jgybnreolk7frlfntepowa	246	15	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	246	16	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	246	17	clustered	cluster	VBN
work_gxb3jgybnreolk7frlfntepowa	246	18	according	accord	VBG
work_gxb3jgybnreolk7frlfntepowa	246	19	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	246	20	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	246	21	distribution	distribution	NN
work_gxb3jgybnreolk7frlfntepowa	246	22	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	246	23	their	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	246	24	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	246	25	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	246	26	,	,	,
work_gxb3jgybnreolk7frlfntepowa	246	27	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	246	28	couple	couple	NN
work_gxb3jgybnreolk7frlfntepowa	246	29	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	246	30	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	246	31	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	246	32	visualizing	visualizing	NN
work_gxb3jgybnreolk7frlfntepowa	246	33	methods	method	NNS
work_gxb3jgybnreolk7frlfntepowa	246	34	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	246	35	performed	perform	VBN
work_gxb3jgybnreolk7frlfntepowa	246	36	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	246	37	find	find	VB
work_gxb3jgybnreolk7frlfntepowa	246	38	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	246	39	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	246	40	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	246	41	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	246	42	.	.	.
work_gxb3jgybnreolk7frlfntepowa	247	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	247	2	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	247	3	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	247	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	247	5	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	247	6	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	247	7	involve	involve	VBP
work_gxb3jgybnreolk7frlfntepowa	247	8	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	247	9	distinct	distinct	JJ
work_gxb3jgybnreolk7frlfntepowa	247	10	works	work	NNS
work_gxb3jgybnreolk7frlfntepowa	247	11	:	:	:
work_gxb3jgybnreolk7frlfntepowa	247	12	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	247	13	1	1	LS
work_gxb3jgybnreolk7frlfntepowa	247	14	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	247	15	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	247	16	determination	determination	NN
work_gxb3jgybnreolk7frlfntepowa	247	17	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	247	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	247	19	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	247	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	247	21	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	247	22	present	present	JJ
work_gxb3jgybnreolk7frlfntepowa	247	23	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	247	24	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	247	25	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	247	26	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	247	27	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	247	28	;	;	:
work_gxb3jgybnreolk7frlfntepowa	247	29	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	247	30	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	247	31	2	2	LS
work_gxb3jgybnreolk7frlfntepowa	247	32	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	247	33	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	247	34	assignment	assignment	NN
work_gxb3jgybnreolk7frlfntepowa	247	35	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	247	36	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	247	37	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	247	38	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	247	39	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	247	40	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	247	41	.	.	.
work_gxb3jgybnreolk7frlfntepowa	248	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	248	2	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	248	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	248	4	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	248	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	248	6	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	248	7	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	248	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	248	9	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	248	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	248	11	nodes	node	NNS
work_gxb3jgybnreolk7frlfntepowa	248	12	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	248	13	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	248	14	output	output	NN
work_gxb3jgybnreolk7frlfntepowa	248	15	layer	layer	NN
work_gxb3jgybnreolk7frlfntepowa	248	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	248	17	depends	depend	VBZ
work_gxb3jgybnreolk7frlfntepowa	248	18	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	248	19	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	248	20	expected	expected	JJ
work_gxb3jgybnreolk7frlfntepowa	248	21	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	248	22	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	248	23	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	248	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	248	25	but	but	CC
work_gxb3jgybnreolk7frlfntepowa	248	26	there	there	EX
work_gxb3jgybnreolk7frlfntepowa	248	27	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	248	28	currently	currently	RB
work_gxb3jgybnreolk7frlfntepowa	248	29	no	no	DT
work_gxb3jgybnreolk7frlfntepowa	248	30	apparent	apparent	JJ
work_gxb3jgybnreolk7frlfntepowa	248	31	practical	practical	JJ
work_gxb3jgybnreolk7frlfntepowa	248	32	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	248	33	theoretical	theoretical	JJ
work_gxb3jgybnreolk7frlfntepowa	248	34	way	way	NN
work_gxb3jgybnreolk7frlfntepowa	248	35	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	248	36	determining	determine	VBG
work_gxb3jgybnreolk7frlfntepowa	248	37	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	248	38	optimal	optimal	JJ
work_gxb3jgybnreolk7frlfntepowa	248	39	size	size	NN
work_gxb3jgybnreolk7frlfntepowa	248	40	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	248	41	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	248	42	output	output	NN
work_gxb3jgybnreolk7frlfntepowa	248	43	layer	layer	NN
work_gxb3jgybnreolk7frlfntepowa	248	44	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	248	45	Nour	Nour	NNP
work_gxb3jgybnreolk7frlfntepowa	248	46	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	248	47	Madey	Madey	NNP
work_gxb3jgybnreolk7frlfntepowa	248	48	,	,	,
work_gxb3jgybnreolk7frlfntepowa	248	49	1996	1996	CD
work_gxb3jgybnreolk7frlfntepowa	248	50	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	248	51	.	.	.
work_gxb3jgybnreolk7frlfntepowa	249	1	There	there	EX
work_gxb3jgybnreolk7frlfntepowa	249	2	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	249	3	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	249	4	possible	possible	JJ
work_gxb3jgybnreolk7frlfntepowa	249	5	instability	instability	NN
work_gxb3jgybnreolk7frlfntepowa	249	6	due	due	IN
work_gxb3jgybnreolk7frlfntepowa	249	7	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	249	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	249	9	randomness	randomness	NN
work_gxb3jgybnreolk7frlfntepowa	249	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	249	11	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	249	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	249	13	so	so	CC
work_gxb3jgybnreolk7frlfntepowa	249	14	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	249	15	requires	require	VBZ
work_gxb3jgybnreolk7frlfntepowa	249	16	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	249	17	policy	policy	NN
work_gxb3jgybnreolk7frlfntepowa	249	18	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	249	19	initial	initial	JJ
work_gxb3jgybnreolk7frlfntepowa	249	20	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	249	21	selection	selection	NN
work_gxb3jgybnreolk7frlfntepowa	249	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	250	1	To	to	TO
work_gxb3jgybnreolk7frlfntepowa	250	2	reduce	reduce	VB
work_gxb3jgybnreolk7frlfntepowa	250	3	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	250	4	possibility	possibility	NN
work_gxb3jgybnreolk7frlfntepowa	250	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	250	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	250	7	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	250	8	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	250	9	contains	contain	VBZ
work_gxb3jgybnreolk7frlfntepowa	250	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	250	11	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	250	12	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	250	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	250	14	preliminary	preliminary	JJ
work_gxb3jgybnreolk7frlfntepowa	250	15	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	250	16	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	250	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	251	1	At	at	IN
work_gxb3jgybnreolk7frlfntepowa	251	2	first	first	RB
work_gxb3jgybnreolk7frlfntepowa	251	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	251	4	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	251	5	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	251	6	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	251	7	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	251	8	distribution	distribution	NN
work_gxb3jgybnreolk7frlfntepowa	251	9	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	251	10	Table	table	NN
work_gxb3jgybnreolk7frlfntepowa	251	11	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	251	12	List	list	NN
work_gxb3jgybnreolk7frlfntepowa	251	13	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	251	14	experiment	experiment	NN
work_gxb3jgybnreolk7frlfntepowa	251	15	protocols	protocol	NNS
work_gxb3jgybnreolk7frlfntepowa	251	16	Protocol	Protocol	NNP
work_gxb3jgybnreolk7frlfntepowa	251	17	Description	Description	NNP
work_gxb3jgybnreolk7frlfntepowa	251	18	Proposed	propose	VBN
work_gxb3jgybnreolk7frlfntepowa	251	19	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	251	20	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	251	21	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	251	22	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	251	23	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	251	24	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	251	25	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	251	26	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	251	27	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	251	28	Comparative	comparative	JJ
work_gxb3jgybnreolk7frlfntepowa	251	29	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	251	30	Baseline	Baseline	NNP
work_gxb3jgybnreolk7frlfntepowa	251	31	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	251	32	UAP	UAP	NNP
work_gxb3jgybnreolk7frlfntepowa	251	33	By	By	NNP
work_gxb3jgybnreolk7frlfntepowa	251	34	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	251	35	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	251	36	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	251	37	average	average	NN
work_gxb3jgybnreolk7frlfntepowa	251	38	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	251	39	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	251	40	IAP	IAP	NNP
work_gxb3jgybnreolk7frlfntepowa	251	41	By	By	NNP
work_gxb3jgybnreolk7frlfntepowa	251	42	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	251	43	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	251	44	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	251	45	average	average	NN
work_gxb3jgybnreolk7frlfntepowa	251	46	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	251	47	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	251	48	SPP	SPP	NNP
work_gxb3jgybnreolk7frlfntepowa	251	49	Simple	Simple	NNP
work_gxb3jgybnreolk7frlfntepowa	251	50	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	251	51	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	251	52	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	251	53	3-Step	3-step	CD
work_gxb3jgybnreolk7frlfntepowa	251	54	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	251	55	SIP	SIP	NNP
work_gxb3jgybnreolk7frlfntepowa	251	56	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	251	57	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	251	58	induction	induction	NN
work_gxb3jgybnreolk7frlfntepowa	251	59	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	251	60	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	251	61	SNP	SNP	NNP
work_gxb3jgybnreolk7frlfntepowa	251	62	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	251	63	cluster	cluster	VBD
work_gxb3jgybnreolk7frlfntepowa	251	64	neural	neural	JJ
work_gxb3jgybnreolk7frlfntepowa	251	65	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	251	66	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	251	67	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	251	68	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	252	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	252	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	252	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	252	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	253	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	253	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	253	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	253	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	253	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	253	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	253	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	253	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	253	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	253	10	413–423	413–423	CD
work_gxb3jgybnreolk7frlfntepowa	253	11	419	419	CD
work_gxb3jgybnreolk7frlfntepowa	253	12	summarized	summarize	VBN
work_gxb3jgybnreolk7frlfntepowa	253	13	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	253	14	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	253	15	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	253	16	6093	6093	CD
work_gxb3jgybnreolk7frlfntepowa	253	17	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	253	18	records	record	NNS
work_gxb3jgybnreolk7frlfntepowa	253	19	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	253	20	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	253	21	33	33	CD
work_gxb3jgybnreolk7frlfntepowa	253	22	movie	movie	NN
work_gxb3jgybnreolk7frlfntepowa	253	23	among	among	IN
work_gxb3jgybnreolk7frlfntepowa	253	24	10	10	CD
work_gxb3jgybnreolk7frlfntepowa	253	25	genres	genre	NNS
work_gxb3jgybnreolk7frlfntepowa	253	26	before	before	IN
work_gxb3jgybnreolk7frlfntepowa	253	27	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	253	28	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	253	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	254	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	254	2	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	254	3	experiment	experiment	NN
work_gxb3jgybnreolk7frlfntepowa	254	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	254	5	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	254	6	chose	choose	VBD
work_gxb3jgybnreolk7frlfntepowa	254	7	three	three	CD
work_gxb3jgybnreolk7frlfntepowa	254	8	components	component	NNS
work_gxb3jgybnreolk7frlfntepowa	254	9	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	254	10	PCA	PCA	NNP
work_gxb3jgybnreolk7frlfntepowa	254	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	254	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	254	13	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	254	14	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	254	15	projected	project	VBN
work_gxb3jgybnreolk7frlfntepowa	254	16	onto	onto	IN
work_gxb3jgybnreolk7frlfntepowa	254	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	254	18	eigen	eigen	NN
work_gxb3jgybnreolk7frlfntepowa	254	19	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	254	20	plane	plane	NN
work_gxb3jgybnreolk7frlfntepowa	254	21	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	254	22	pre	pre	JJ
work_gxb3jgybnreolk7frlfntepowa	254	23	-	-	NN
work_gxb3jgybnreolk7frlfntepowa	254	24	visualization	visualization	JJ
work_gxb3jgybnreolk7frlfntepowa	254	25	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	254	26	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	254	27	Figs	fig	NNS
work_gxb3jgybnreolk7frlfntepowa	254	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	255	1	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	255	2	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	255	3	6	6	CD
work_gxb3jgybnreolk7frlfntepowa	255	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	256	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	256	2	preliminary	preliminary	JJ
work_gxb3jgybnreolk7frlfntepowa	256	3	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	256	4	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	256	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	256	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	256	7	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	256	8	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	256	9	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	256	10	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	256	11	set	set	VBN
work_gxb3jgybnreolk7frlfntepowa	256	12	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	256	13	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	256	14	–	–	SYM
work_gxb3jgybnreolk7frlfntepowa	256	15	10	10	CD
work_gxb3jgybnreolk7frlfntepowa	256	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	257	1	When	when	WRB
work_gxb3jgybnreolk7frlfntepowa	257	2	deciding	decide	VBG
work_gxb3jgybnreolk7frlfntepowa	257	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	257	4	optimal	optimal	JJ
work_gxb3jgybnreolk7frlfntepowa	257	5	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	257	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	257	7	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	257	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	257	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	257	10	lowest	low	JJS
work_gxb3jgybnreolk7frlfntepowa	257	11	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	257	12	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	257	13	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	257	14	selected	select	VBN
work_gxb3jgybnreolk7frlfntepowa	257	15	so	so	IN
work_gxb3jgybnreolk7frlfntepowa	257	16	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	257	17	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	257	18	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	257	19	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	257	20	have	have	VB
work_gxb3jgybnreolk7frlfntepowa	257	21	as	as	RB
work_gxb3jgybnreolk7frlfntepowa	257	22	many	many	JJ
work_gxb3jgybnreolk7frlfntepowa	257	23	indexed	indexed	JJ
work_gxb3jgybnreolk7frlfntepowa	257	24	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	257	25	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	257	26	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	257	27	possible	possible	JJ
work_gxb3jgybnreolk7frlfntepowa	257	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	258	1	If	if	IN
work_gxb3jgybnreolk7frlfntepowa	258	2	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	258	3	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	258	4	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	258	5	no	no	DT
work_gxb3jgybnreolk7frlfntepowa	258	6	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	258	7	only	only	RB
work_gxb3jgybnreolk7frlfntepowa	258	8	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	258	9	few	few	JJ
work_gxb3jgybnreolk7frlfntepowa	258	10	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	258	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	258	12	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	258	13	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	258	14	does	do	VBZ
work_gxb3jgybnreolk7frlfntepowa	258	15	not	not	RB
work_gxb3jgybnreolk7frlfntepowa	258	16	have	have	VB
work_gxb3jgybnreolk7frlfntepowa	258	17	sufficient	sufficient	JJ
work_gxb3jgybnreolk7frlfntepowa	258	18	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	258	19	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	258	20	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	258	21	find	find	VB
work_gxb3jgybnreolk7frlfntepowa	258	22	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	258	23	more	more	RBR
work_gxb3jgybnreolk7frlfntepowa	258	24	similar	similar	JJ
work_gxb3jgybnreolk7frlfntepowa	258	25	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	258	26	within	within	IN
work_gxb3jgybnreolk7frlfntepowa	258	27	indexed	indexed	JJ
work_gxb3jgybnreolk7frlfntepowa	258	28	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	258	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	259	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	259	2	total	total	JJ
work_gxb3jgybnreolk7frlfntepowa	259	3	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	259	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	259	5	neurons	neuron	NNS
work_gxb3jgybnreolk7frlfntepowa	259	6	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	259	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	259	8	output	output	NN
work_gxb3jgybnreolk7frlfntepowa	259	9	layer	layer	NN
work_gxb3jgybnreolk7frlfntepowa	259	10	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	259	11	decided	decide	VBN
work_gxb3jgybnreolk7frlfntepowa	259	12	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	259	13	being	be	VBG
work_gxb3jgybnreolk7frlfntepowa	259	14	four	four	CD
work_gxb3jgybnreolk7frlfntepowa	259	15	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	259	16	according	accord	VBG
work_gxb3jgybnreolk7frlfntepowa	259	17	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	259	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	259	19	results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	259	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	259	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	259	22	preliminary	preliminary	JJ
work_gxb3jgybnreolk7frlfntepowa	259	23	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	259	24	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	259	25	was	be	VBD
work_gxb3jgybnreolk7frlfntepowa	259	26	performed	perform	VBN
work_gxb3jgybnreolk7frlfntepowa	259	27	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	259	28	find	find	VB
work_gxb3jgybnreolk7frlfntepowa	259	29	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	259	30	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	259	31	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	259	32	clusters	cluster	NNS
work_gxb3jgybnreolk7frlfntepowa	259	33	.	.	.
work_gxb3jgybnreolk7frlfntepowa	260	1	Based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	260	2	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	260	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	260	4	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	260	5	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	260	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	260	7	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	260	8	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	260	9	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	260	10	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	260	11	DB	DB	NNP
work_gxb3jgybnreolk7frlfntepowa	260	12	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	260	13	indexed	index	VBN
work_gxb3jgybnreolk7frlfntepowa	260	14	into	into	IN
work_gxb3jgybnreolk7frlfntepowa	260	15	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	260	16	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	260	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	261	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	261	2	addition	addition	NN
work_gxb3jgybnreolk7frlfntepowa	261	3	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	261	4	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	261	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	261	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	261	7	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	261	8	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	261	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	261	10	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	261	11	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	261	12	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	261	13	deduced	deduce	VBN
work_gxb3jgybnreolk7frlfntepowa	261	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	261	15	its	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	261	16	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	261	17	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	261	18	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	261	19	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	261	20	genre	genre	JJ
work_gxb3jgybnreolk7frlfntepowa	261	21	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	261	22	suggest	suggest	VBP
work_gxb3jgybnreolk7frlfntepowa	261	23	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	261	24	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	261	25	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	261	26	inferable	inferable	JJ
work_gxb3jgybnreolk7frlfntepowa	261	27	genre	genre	NNP
work_gxb3jgybnreolk7frlfntepowa	261	28	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	261	29	characteristics	characteristic	NNS
work_gxb3jgybnreolk7frlfntepowa	261	30	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	261	31	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	261	32	Table	table	NN
work_gxb3jgybnreolk7frlfntepowa	261	33	2(a	2(a	CD
work_gxb3jgybnreolk7frlfntepowa	261	34	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	261	35	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	261	36	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	261	37	b	b	NN
work_gxb3jgybnreolk7frlfntepowa	261	38	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	261	39	.	.	.
work_gxb3jgybnreolk7frlfntepowa	262	1	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	262	2	appears	appear	VBZ
work_gxb3jgybnreolk7frlfntepowa	262	3	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	262	4	if	if	IN
work_gxb3jgybnreolk7frlfntepowa	262	5	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	262	6	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	262	7	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	262	8	grouped	group	VBN
work_gxb3jgybnreolk7frlfntepowa	262	9	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	262	10	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	262	11	level	level	NN
work_gxb3jgybnreolk7frlfntepowa	262	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	262	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	262	14	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	262	15	quick	quick	JJ
work_gxb3jgybnreolk7frlfntepowa	262	16	glance	glance	NN
work_gxb3jgybnreolk7frlfntepowa	262	17	seems	seem	VBZ
work_gxb3jgybnreolk7frlfntepowa	262	18	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	262	19	suggest	suggest	VB
work_gxb3jgybnreolk7frlfntepowa	262	20	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	262	21	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	262	22	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	262	23	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	262	24	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	262	25	going	go	VBG
work_gxb3jgybnreolk7frlfntepowa	262	26	up	up	RP
work_gxb3jgybnreolk7frlfntepowa	262	27	,	,	,
work_gxb3jgybnreolk7frlfntepowa	262	28	i.e.	i.e.	FW
work_gxb3jgybnreolk7frlfntepowa	263	1	C4	C4	NNP
work_gxb3jgybnreolk7frlfntepowa	263	2	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	263	3	0.7810	0.7810	NN
work_gxb3jgybnreolk7frlfntepowa	263	4	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	263	5	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	263	6	relatively	relatively	RB
work_gxb3jgybnreolk7frlfntepowa	263	7	more	more	RBR
work_gxb3jgybnreolk7frlfntepowa	263	8	liberal	liberal	JJ
work_gxb3jgybnreolk7frlfntepowa	263	9	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	263	10	C1	C1	NNP
work_gxb3jgybnreolk7frlfntepowa	263	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	263	12	0.5400	0.5400	CD
work_gxb3jgybnreolk7frlfntepowa	263	13	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	263	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	264	1	However	however	RB
work_gxb3jgybnreolk7frlfntepowa	264	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	264	3	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	264	4	closer	close	JJR
work_gxb3jgybnreolk7frlfntepowa	264	5	look	look	NN
work_gxb3jgybnreolk7frlfntepowa	264	6	shows	show	VBZ
work_gxb3jgybnreolk7frlfntepowa	264	7	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	264	8	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	264	9	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	264	10	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	264	11	different	different	JJ
work_gxb3jgybnreolk7frlfntepowa	264	12	genre	genre	NN
work_gxb3jgybnreolk7frlfntepowa	264	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	264	14	movie	movie	NN
work_gxb3jgybnreolk7frlfntepowa	264	15	preferences	preference	NNS
work_gxb3jgybnreolk7frlfntepowa	264	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	265	1	For	for	IN
work_gxb3jgybnreolk7frlfntepowa	265	2	example	example	NN
work_gxb3jgybnreolk7frlfntepowa	265	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	265	4	C1	C1	NNP
work_gxb3jgybnreolk7frlfntepowa	265	5	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	265	6	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	265	7	comparatively	comparatively	RB
work_gxb3jgybnreolk7frlfntepowa	265	8	negative	negative	JJ
work_gxb3jgybnreolk7frlfntepowa	265	9	group	group	NN
work_gxb3jgybnreolk7frlfntepowa	265	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	265	11	but	but	CC
work_gxb3jgybnreolk7frlfntepowa	265	12	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	265	13	group	group	NN
work_gxb3jgybnreolk7frlfntepowa	265	14	prefers	prefer	VBZ
work_gxb3jgybnreolk7frlfntepowa	265	15	tough	tough	JJ
work_gxb3jgybnreolk7frlfntepowa	265	16	genres	genre	NNS
work_gxb3jgybnreolk7frlfntepowa	265	17	such	such	JJ
work_gxb3jgybnreolk7frlfntepowa	265	18	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	265	19	horror	horror	NN
work_gxb3jgybnreolk7frlfntepowa	265	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	265	21	crime	crime	NN
work_gxb3jgybnreolk7frlfntepowa	265	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	265	23	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	265	24	war	war	NN
work_gxb3jgybnreolk7frlfntepowa	265	25	Multimedia	Multimedia	NNP
work_gxb3jgybnreolk7frlfntepowa	265	26	Component	Component	NNP
work_gxb3jgybnreolk7frlfntepowa	265	27	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	265	28	soft	soft	JJ
work_gxb3jgybnreolk7frlfntepowa	265	29	ones	one	NNS
work_gxb3jgybnreolk7frlfntepowa	265	30	such	such	JJ
work_gxb3jgybnreolk7frlfntepowa	265	31	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	265	32	drama	drama	NN
work_gxb3jgybnreolk7frlfntepowa	265	33	,	,	,
work_gxb3jgybnreolk7frlfntepowa	265	34	romance	romance	NN
work_gxb3jgybnreolk7frlfntepowa	265	35	films	film	NNS
work_gxb3jgybnreolk7frlfntepowa	265	36	.	.	.
work_gxb3jgybnreolk7frlfntepowa	266	1	On	on	IN
work_gxb3jgybnreolk7frlfntepowa	266	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	266	3	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	266	4	hand	hand	NN
work_gxb3jgybnreolk7frlfntepowa	266	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	266	6	C3	c3	VB
work_gxb3jgybnreolk7frlfntepowa	266	7	rates	rate	NNS
work_gxb3jgybnreolk7frlfntepowa	266	8	higher	higher	RBR
work_gxb3jgybnreolk7frlfntepowa	266	9	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	266	10	C1	C1	NNP
work_gxb3jgybnreolk7frlfntepowa	266	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	267	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	267	2	affinity	affinity	NN
work_gxb3jgybnreolk7frlfntepowa	267	3	group	group	NN
work_gxb3jgybnreolk7frlfntepowa	267	4	likes	like	VBZ
work_gxb3jgybnreolk7frlfntepowa	267	5	science	science	NN
work_gxb3jgybnreolk7frlfntepowa	267	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	267	7	fiction	fiction	NN
work_gxb3jgybnreolk7frlfntepowa	267	8	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	267	9	adventure	adventure	NN
work_gxb3jgybnreolk7frlfntepowa	267	10	rather	rather	RB
work_gxb3jgybnreolk7frlfntepowa	267	11	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	267	12	horror	horror	NN
work_gxb3jgybnreolk7frlfntepowa	267	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	267	14	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	267	15	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	267	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	267	17	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	267	18	preferred	preferred	JJ
work_gxb3jgybnreolk7frlfntepowa	267	19	genre	genre	NN
work_gxb3jgybnreolk7frlfntepowa	267	20	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	267	21	C1	C1	NNP
work_gxb3jgybnreolk7frlfntepowa	267	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	268	1	4.3.2	4.3.2	CD
work_gxb3jgybnreolk7frlfntepowa	268	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	269	1	Comparative	comparative	JJ
work_gxb3jgybnreolk7frlfntepowa	269	2	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	269	3	Previous	previous	JJ
work_gxb3jgybnreolk7frlfntepowa	269	4	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	269	5	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	269	6	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	269	7	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	269	8	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	269	9	tended	tend	VBN
work_gxb3jgybnreolk7frlfntepowa	269	10	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	269	11	compare	compare	VB
work_gxb3jgybnreolk7frlfntepowa	269	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	269	13	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	269	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	269	15	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	269	16	exclusively	exclusively	RB
work_gxb3jgybnreolk7frlfntepowa	269	17	within	within	IN
work_gxb3jgybnreolk7frlfntepowa	269	18	that	that	DT
work_gxb3jgybnreolk7frlfntepowa	269	19	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	269	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	269	21	so	so	RB
work_gxb3jgybnreolk7frlfntepowa	269	22	making	make	VBG
work_gxb3jgybnreolk7frlfntepowa	269	23	comparisons	comparison	NNS
work_gxb3jgybnreolk7frlfntepowa	269	24	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	269	25	algorithm	algorithm	NNP
work_gxb3jgybnreolk7frlfntepowa	269	26	per-	per-	CC
work_gxb3jgybnreolk7frlfntepowa	269	27	formance	formance	NN
work_gxb3jgybnreolk7frlfntepowa	269	28	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	269	29	paper	paper	NN
work_gxb3jgybnreolk7frlfntepowa	269	30	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	269	31	paper	paper	NN
work_gxb3jgybnreolk7frlfntepowa	269	32	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	269	33	difficult	difficult	JJ
work_gxb3jgybnreolk7frlfntepowa	269	34	.	.	.
work_gxb3jgybnreolk7frlfntepowa	270	1	We	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	270	2	show	show	VBP
work_gxb3jgybnreolk7frlfntepowa	270	3	three	three	CD
work_gxb3jgybnreolk7frlfntepowa	270	4	baseline	baseline	JJ
work_gxb3jgybnreolk7frlfntepowa	270	5	predictors	predictor	NNS
work_gxb3jgybnreolk7frlfntepowa	270	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	270	7	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	270	8	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	270	9	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	270	10	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	270	11	average	average	NN
work_gxb3jgybnreolk7frlfntepowa	270	12	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	270	13	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	270	14	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	270	15	UAP	UAP	NNP
work_gxb3jgybnreolk7frlfntepowa	270	16	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	270	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	270	18	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	270	19	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	270	20	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	270	21	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	270	22	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	270	23	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	270	24	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	270	25	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	270	26	IAP	IAP	NNP
work_gxb3jgybnreolk7frlfntepowa	270	27	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	270	28	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	270	29	simple	simple	JJ
work_gxb3jgybnreolk7frlfntepowa	270	30	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	270	31	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	270	32	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	270	33	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	270	34	SPP	SPP	NNP
work_gxb3jgybnreolk7frlfntepowa	270	35	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	270	36	,	,	,
work_gxb3jgybnreolk7frlfntepowa	270	37	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	270	38	provide	provide	VB
work_gxb3jgybnreolk7frlfntepowa	270	39	benchmarks	benchmark	NNS
work_gxb3jgybnreolk7frlfntepowa	270	40	against	against	IN
work_gxb3jgybnreolk7frlfntepowa	270	41	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	270	42	any	any	DT
work_gxb3jgybnreolk7frlfntepowa	270	43	predictor	predictor	NN
work_gxb3jgybnreolk7frlfntepowa	270	44	could	could	MD
work_gxb3jgybnreolk7frlfntepowa	270	45	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	270	46	compared	compare	VBN
work_gxb3jgybnreolk7frlfntepowa	270	47	.	.	.
work_gxb3jgybnreolk7frlfntepowa	271	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	271	2	baseline	baseline	NN
work_gxb3jgybnreolk7frlfntepowa	271	3	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	271	4	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	271	5	simple	simple	JJ
work_gxb3jgybnreolk7frlfntepowa	271	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	271	7	efficient	efficient	JJ
work_gxb3jgybnreolk7frlfntepowa	271	8	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	271	9	return	return	VB
work_gxb3jgybnreolk7frlfntepowa	271	10	reasonable	reasonable	JJ
work_gxb3jgybnreolk7frlfntepowa	271	11	results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	271	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	272	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	272	2	UAP	UAP	NNP
work_gxb3jgybnreolk7frlfntepowa	272	3	returns	return	VBZ
work_gxb3jgybnreolk7frlfntepowa	272	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	272	5	average	average	NN
work_gxb3jgybnreolk7frlfntepowa	272	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	272	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	272	8	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	272	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	272	10	given	give	VBN
work_gxb3jgybnreolk7frlfntepowa	272	11	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	272	12	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	272	13	already	already	RB
work_gxb3jgybnreolk7frlfntepowa	272	14	entered	enter	VBN
work_gxb3jgybnreolk7frlfntepowa	272	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	273	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	273	2	IAP	IAP	NNP
work_gxb3jgybnreolk7frlfntepowa	273	3	gives	give	VBZ
work_gxb3jgybnreolk7frlfntepowa	273	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	273	5	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	273	6	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	273	7	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	273	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	273	9	given	give	VBN
work_gxb3jgybnreolk7frlfntepowa	273	10	movie	movie	NN
work_gxb3jgybnreolk7frlfntepowa	273	11	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	273	12	all	all	DT
work_gxb3jgybnreolk7frlfntepowa	273	13	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	273	14	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	273	15	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	273	16	voted	vote	VBN
work_gxb3jgybnreolk7frlfntepowa	273	17	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	273	18	that	that	DT
work_gxb3jgybnreolk7frlfntepowa	273	19	movie	movie	NN
work_gxb3jgybnreolk7frlfntepowa	273	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	274	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	274	2	SPP	SPP	NNP
work_gxb3jgybnreolk7frlfntepowa	274	3	returns	return	VBZ
work_gxb3jgybnreolk7frlfntepowa	274	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	274	5	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	274	6	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	274	7	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	274	8	neighbourhood	neighbourhood	NN
work_gxb3jgybnreolk7frlfntepowa	274	9	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	274	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	275	1	To	to	TO
work_gxb3jgybnreolk7frlfntepowa	275	2	demonstrate	demonstrate	VB
work_gxb3jgybnreolk7frlfntepowa	275	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	275	4	utility	utility	NN
work_gxb3jgybnreolk7frlfntepowa	275	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	275	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	275	7	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	275	8	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	275	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	275	10	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	275	11	change	change	VBP
work_gxb3jgybnreolk7frlfntepowa	275	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	275	13	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	275	14	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	275	15	into	into	IN
work_gxb3jgybnreolk7frlfntepowa	275	16	neural	neural	JJ
work_gxb3jgybnreolk7frlfntepowa	275	17	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	275	18	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	275	19	induction	induction	NN
work_gxb3jgybnreolk7frlfntepowa	275	20	technique	technique	NN
work_gxb3jgybnreolk7frlfntepowa	275	21	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	275	22	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	275	23	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	275	24	method	method	NN
work_gxb3jgybnreolk7frlfntepowa	275	25	withholding	withhold	VBG
work_gxb3jgybnreolk7frlfntepowa	275	26	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	275	27	1st	1st	JJ
work_gxb3jgybnreolk7frlfntepowa	275	28	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	275	29	profiling	profile	VBG
work_gxb3jgybnreolk7frlfntepowa	275	30	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	275	31	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	275	32	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	275	33	3rd	3rd	NNP
work_gxb3jgybnreolk7frlfntepowa	275	34	Pearson	Pearson	NNP
work_gxb3jgybnreolk7frlfntepowa	275	35	correlation	correlation	NN
work_gxb3jgybnreolk7frlfntepowa	275	36	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	275	37	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	275	38	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	275	39	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	275	40	.	.	.
work_gxb3jgybnreolk7frlfntepowa	276	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	276	2	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	276	3	neural	neural	JJ
work_gxb3jgybnreolk7frlfntepowa	276	4	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	276	5	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	276	6	Predictor	Predictor	NNP
work_gxb3jgybnreolk7frlfntepowa	276	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	276	8	SNP	SNP	NNP
work_gxb3jgybnreolk7frlfntepowa	276	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	276	10	uses	use	VBZ
work_gxb3jgybnreolk7frlfntepowa	276	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	276	12	well	well	RB
work_gxb3jgybnreolk7frlfntepowa	276	13	known	know	VBN
work_gxb3jgybnreolk7frlfntepowa	276	14	back	back	RP
work_gxb3jgybnreolk7frlfntepowa	276	15	propagation	propagation	NN
work_gxb3jgybnreolk7frlfntepowa	276	16	neural	neural	JJ
work_gxb3jgybnreolk7frlfntepowa	276	17	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	276	18	algorithm	algorithm	NNP
work_gxb3jgybnreolk7frlfntepowa	276	19	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	276	20	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	276	21	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	276	22	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	276	23	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	276	24	all	all	DT
work_gxb3jgybnreolk7frlfntepowa	276	25	decision	decision	NN
work_gxb3jgybnreolk7frlfntepowa	276	26	coefficients	coefficient	NNS
work_gxb3jgybnreolk7frlfntepowa	276	27	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	276	28	controlled	control	VBN
work_gxb3jgybnreolk7frlfntepowa	276	29	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	276	30	achieve	achieve	VB
work_gxb3jgybnreolk7frlfntepowa	276	31	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	276	32	best	good	JJS
work_gxb3jgybnreolk7frlfntepowa	276	33	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	276	34	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	276	35	.	.	.
work_gxb3jgybnreolk7frlfntepowa	277	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	277	2	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	277	3	induction	induction	NN
work_gxb3jgybnreolk7frlfntepowa	277	4	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	277	5	Predictor	Predictor	NNP
work_gxb3jgybnreolk7frlfntepowa	277	6	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	277	7	SIP	SIP	NNP
work_gxb3jgybnreolk7frlfntepowa	277	8	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	277	9	uses	use	VBZ
work_gxb3jgybnreolk7frlfntepowa	277	10	decision	decision	NN
work_gxb3jgybnreolk7frlfntepowa	277	11	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	277	12	tree	tree	NN
work_gxb3jgybnreolk7frlfntepowa	277	13	technique	technique	NN
work_gxb3jgybnreolk7frlfntepowa	277	14	known	know	VBN
work_gxb3jgybnreolk7frlfntepowa	277	15	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	277	16	induction	induction	NN
work_gxb3jgybnreolk7frlfntepowa	277	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	277	18	especially	especially	RB
work_gxb3jgybnreolk7frlfntepowa	277	19	SEE	see	VB
work_gxb3jgybnreolk7frlfntepowa	277	20	5.0	5.0	CD
work_gxb3jgybnreolk7frlfntepowa	277	21	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	277	22	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	277	23	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	277	24	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	277	25	upgraded	upgraded	JJ
work_gxb3jgybnreolk7frlfntepowa	277	26	version	version	NN
work_gxb3jgybnreolk7frlfntepowa	277	27	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	277	28	Quinlan	Quinlan	NNP
work_gxb3jgybnreolk7frlfntepowa	277	29	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	277	30	1993	1993	CD
work_gxb3jgybnreolk7frlfntepowa	277	31	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	277	32	decision	decision	NN
work_gxb3jgybnreolk7frlfntepowa	277	33	tree	tree	NN
work_gxb3jgybnreolk7frlfntepowa	277	34	classifier	classifier	NN
work_gxb3jgybnreolk7frlfntepowa	277	35	C4.5	C4.5	NNP
work_gxb3jgybnreolk7frlfntepowa	277	36	.	.	.
work_gxb3jgybnreolk7frlfntepowa	278	1	Fig	fig	NN
work_gxb3jgybnreolk7frlfntepowa	278	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	279	1	6	6	CD
work_gxb3jgybnreolk7frlfntepowa	279	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	280	1	Scatter	scatter	NN
work_gxb3jgybnreolk7frlfntepowa	280	2	plot	plot	NN
work_gxb3jgybnreolk7frlfntepowa	280	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	280	4	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	280	5	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	280	6	projected	project	VBD
work_gxb3jgybnreolk7frlfntepowa	280	7	onto	onto	IN
work_gxb3jgybnreolk7frlfntepowa	280	8	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	280	9	3D	3d	JJ
work_gxb3jgybnreolk7frlfntepowa	280	10	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	280	11	eigen	eigen	NN
work_gxb3jgybnreolk7frlfntepowa	280	12	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	280	13	plane	plane	NN
work_gxb3jgybnreolk7frlfntepowa	280	14	’	'	''
work_gxb3jgybnreolk7frlfntepowa	280	15	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	280	16	visualization	visualization	NN
work_gxb3jgybnreolk7frlfntepowa	280	17	.	.	.
work_gxb3jgybnreolk7frlfntepowa	281	1	Fig	fig	NN
work_gxb3jgybnreolk7frlfntepowa	281	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	282	1	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	282	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	283	1	Scree	scree	JJ
work_gxb3jgybnreolk7frlfntepowa	283	2	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	283	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	283	4	eigenvalue	eigenvalue	NN
work_gxb3jgybnreolk7frlfntepowa	283	5	explained	explain	VBN
work_gxb3jgybnreolk7frlfntepowa	283	6	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	283	7	components	component	NNS
work_gxb3jgybnreolk7frlfntepowa	283	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	284	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	284	2	largest	large	JJS
work_gxb3jgybnreolk7frlfntepowa	284	3	amount	amount	NN
work_gxb3jgybnreolk7frlfntepowa	284	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	284	5	eigenvalue	eigenvalue	NN
work_gxb3jgybnreolk7frlfntepowa	284	6	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	284	7	explained	explain	VBN
work_gxb3jgybnreolk7frlfntepowa	284	8	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	284	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	284	10	first	first	JJ
work_gxb3jgybnreolk7frlfntepowa	284	11	component	component	NN
work_gxb3jgybnreolk7frlfntepowa	284	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	285	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	285	2	first	first	JJ
work_gxb3jgybnreolk7frlfntepowa	285	3	three	three	CD
work_gxb3jgybnreolk7frlfntepowa	285	4	components	component	NNS
work_gxb3jgybnreolk7frlfntepowa	285	5	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	285	6	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	285	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	285	8	representative	representative	JJ
work_gxb3jgybnreolk7frlfntepowa	285	9	factors	factor	NNS
work_gxb3jgybnreolk7frlfntepowa	285	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	285	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	285	12	population	population	NN
work_gxb3jgybnreolk7frlfntepowa	285	13	dataset	dataset	NN
work_gxb3jgybnreolk7frlfntepowa	285	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	286	1	Table	table	NN
work_gxb3jgybnreolk7frlfntepowa	286	2	2a	2a	CD
work_gxb3jgybnreolk7frlfntepowa	286	3	Genre	Genre	NNP
work_gxb3jgybnreolk7frlfntepowa	286	4	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	286	5	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	286	6	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	286	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	286	8	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	286	9	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	286	10	Genre	Genre	NNP
work_gxb3jgybnreolk7frlfntepowa	286	11	Children	Children	NNP
work_gxb3jgybnreolk7frlfntepowa	286	12	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	286	13	Drama	Drama	NNP
work_gxb3jgybnreolk7frlfntepowa	286	14	Adventure	Adventure	NNP
work_gxb3jgybnreolk7frlfntepowa	286	15	Science	Science	NNP
work_gxb3jgybnreolk7frlfntepowa	286	16	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	286	17	fiction	fiction	NN
work_gxb3jgybnreolk7frlfntepowa	286	18	Crime	Crime	NNP
work_gxb3jgybnreolk7frlfntepowa	286	19	Thriller	Thriller	NNP
work_gxb3jgybnreolk7frlfntepowa	286	20	War	War	NNP
work_gxb3jgybnreolk7frlfntepowa	286	21	Romance	Romance	NNP
work_gxb3jgybnreolk7frlfntepowa	286	22	Comedy	Comedy	NNP
work_gxb3jgybnreolk7frlfntepowa	286	23	Horror	Horror	NNP
work_gxb3jgybnreolk7frlfntepowa	286	24	Average	Average	NNP
work_gxb3jgybnreolk7frlfntepowa	286	25	Cluster	Cluster	NNP
work_gxb3jgybnreolk7frlfntepowa	286	26	C1	C1	VBD
work_gxb3jgybnreolk7frlfntepowa	286	27	0.4845	0.4845	CD
work_gxb3jgybnreolk7frlfntepowa	286	28	0.4775	0.4775	CD
work_gxb3jgybnreolk7frlfntepowa	286	29	0.5432	0.5432	CD
work_gxb3jgybnreolk7frlfntepowa	286	30	0.5435	0.5435	CD
work_gxb3jgybnreolk7frlfntepowa	286	31	0.6473	0.6473	CD
work_gxb3jgybnreolk7frlfntepowa	286	32	0.5477	0.5477	CD
work_gxb3jgybnreolk7frlfntepowa	286	33	0.6090	0.6090	CD
work_gxb3jgybnreolk7frlfntepowa	286	34	0.4980	0.4980	CD
work_gxb3jgybnreolk7frlfntepowa	286	35	0.5540	0.5540	CD
work_gxb3jgybnreolk7frlfntepowa	286	36	0.6870	0.6870	CD
work_gxb3jgybnreolk7frlfntepowa	286	37	0.5400	0.5400	CD
work_gxb3jgybnreolk7frlfntepowa	286	38	C2	C2	NNP
work_gxb3jgybnreolk7frlfntepowa	286	39	0.5595	0.5595	CD
work_gxb3jgybnreolk7frlfntepowa	286	40	0.6050	0.6050	CD
work_gxb3jgybnreolk7frlfntepowa	286	41	0.6756	0.6756	CD
work_gxb3jgybnreolk7frlfntepowa	286	42	0.6525	0.6525	CD
work_gxb3jgybnreolk7frlfntepowa	286	43	0.8367	0.8367	CD
work_gxb3jgybnreolk7frlfntepowa	286	44	0.6693	0.6693	CD
work_gxb3jgybnreolk7frlfntepowa	286	45	0.6570	0.6570	CD
work_gxb3jgybnreolk7frlfntepowa	286	46	0.5590	0.5590	CD
work_gxb3jgybnreolk7frlfntepowa	286	47	0.5540	0.5540	CD
work_gxb3jgybnreolk7frlfntepowa	286	48	0.5790	0.5790	CD
work_gxb3jgybnreolk7frlfntepowa	286	49	0.6490	0.6490	CD
work_gxb3jgybnreolk7frlfntepowa	286	50	C3	c3	JJ
work_gxb3jgybnreolk7frlfntepowa	286	51	0.6910	0.6910	CD
work_gxb3jgybnreolk7frlfntepowa	286	52	0.5820	0.5820	CD
work_gxb3jgybnreolk7frlfntepowa	286	53	0.7218	0.7218	CD
work_gxb3jgybnreolk7frlfntepowa	286	54	0.7488	0.7488	CD
work_gxb3jgybnreolk7frlfntepowa	286	55	0.6340	0.6340	CD
work_gxb3jgybnreolk7frlfntepowa	286	56	0.6857	0.6857	CD
work_gxb3jgybnreolk7frlfntepowa	286	57	0.7090	0.7090	CD
work_gxb3jgybnreolk7frlfntepowa	286	58	0.5970	0.5970	CD
work_gxb3jgybnreolk7frlfntepowa	286	59	0.9313	0.9313	CD
work_gxb3jgybnreolk7frlfntepowa	286	60	0.5450	0.5450	CD
work_gxb3jgybnreolk7frlfntepowa	286	61	0.6860	0.6860	CD
work_gxb3jgybnreolk7frlfntepowa	286	62	C4	c4	NN
work_gxb3jgybnreolk7frlfntepowa	286	63	0.7180	0.7180	CD
work_gxb3jgybnreolk7frlfntepowa	286	64	0.6965	0.6965	CD
work_gxb3jgybnreolk7frlfntepowa	286	65	0.8336	0.8336	CD
work_gxb3jgybnreolk7frlfntepowa	286	66	0.8124	0.8124	CD
work_gxb3jgybnreolk7frlfntepowa	286	67	0.8210	0.8210	CD
work_gxb3jgybnreolk7frlfntepowa	286	68	0.7910	0.7910	CD
work_gxb3jgybnreolk7frlfntepowa	286	69	0.8820	0.8820	CD
work_gxb3jgybnreolk7frlfntepowa	286	70	0.6785	0.6785	CD
work_gxb3jgybnreolk7frlfntepowa	286	71	0.6897	0.6897	CD
work_gxb3jgybnreolk7frlfntepowa	286	72	0.7230	0.7230	CD
work_gxb3jgybnreolk7frlfntepowa	286	73	0.7810	0.7810	CD
work_gxb3jgybnreolk7frlfntepowa	286	74	Bold	Bold	NNP
work_gxb3jgybnreolk7frlfntepowa	286	75	numbers	number	NNS
work_gxb3jgybnreolk7frlfntepowa	286	76	mean	mean	VBP
work_gxb3jgybnreolk7frlfntepowa	286	77	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	286	78	most	most	RBS
work_gxb3jgybnreolk7frlfntepowa	286	79	preferred	preferred	JJ
work_gxb3jgybnreolk7frlfntepowa	286	80	genre	genre	NN
work_gxb3jgybnreolk7frlfntepowa	286	81	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	286	82	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	286	83	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	286	84	,	,	,
work_gxb3jgybnreolk7frlfntepowa	286	85	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	286	86	italicized	italicized	JJ
work_gxb3jgybnreolk7frlfntepowa	286	87	numbers	number	NNS
work_gxb3jgybnreolk7frlfntepowa	286	88	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	286	89	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	286	90	worst	bad	JJS
work_gxb3jgybnreolk7frlfntepowa	286	91	.	.	.
work_gxb3jgybnreolk7frlfntepowa	287	1	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	288	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	288	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	288	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	288	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	289	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	289	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	289	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	289	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	289	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	289	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	289	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	289	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	289	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	289	10	413–423420	413–423420	CD
work_gxb3jgybnreolk7frlfntepowa	289	11	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	289	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	290	1	Results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	290	2	To	to	TO
work_gxb3jgybnreolk7frlfntepowa	290	3	validate	validate	VB
work_gxb3jgybnreolk7frlfntepowa	290	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	290	5	effectiveness	effectiveness	NN
work_gxb3jgybnreolk7frlfntepowa	290	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	290	7	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	290	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	290	9	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	290	10	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	290	11	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	290	12	compared	compare	VBN
work_gxb3jgybnreolk7frlfntepowa	290	13	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	290	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	290	15	comparative	comparative	JJ
work_gxb3jgybnreolk7frlfntepowa	290	16	experimental	experimental	JJ
work_gxb3jgybnreolk7frlfntepowa	290	17	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	290	18	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	290	19	terms	term	NNS
work_gxb3jgybnreolk7frlfntepowa	290	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	290	21	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	290	22	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	290	23	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	290	24	area	area	NN
work_gxb3jgybnreolk7frlfntepowa	290	25	under	under	IN
work_gxb3jgybnreolk7frlfntepowa	290	26	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	290	27	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	290	28	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	290	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	291	1	Table	table	NN
work_gxb3jgybnreolk7frlfntepowa	291	2	3(a	3(a	CD
work_gxb3jgybnreolk7frlfntepowa	291	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	291	4	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	291	5	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	291	6	b	b	NN
work_gxb3jgybnreolk7frlfntepowa	291	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	291	8	tabulates	tabulate	VBZ
work_gxb3jgybnreolk7frlfntepowa	291	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	291	10	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	291	11	results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	291	12	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	291	13	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	291	14	protocol	protocol	NN
work_gxb3jgybnreolk7frlfntepowa	291	15	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	291	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	291	17	movie	movie	NN
work_gxb3jgybnreolk7frlfntepowa	291	18	dataset	dataset	NN
work_gxb3jgybnreolk7frlfntepowa	291	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	292	1	SPP	SPP	NNP
work_gxb3jgybnreolk7frlfntepowa	292	2	reflects	reflect	VBZ
work_gxb3jgybnreolk7frlfntepowa	292	3	better	well	JJR
work_gxb3jgybnreolk7frlfntepowa	292	4	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	292	5	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	292	6	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	292	7	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	292	8	simple	simple	JJ
work_gxb3jgybnreolk7frlfntepowa	292	9	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	292	10	predictors	predictor	NNS
work_gxb3jgybnreolk7frlfntepowa	292	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	292	12	UAP	UAP	NNP
work_gxb3jgybnreolk7frlfntepowa	292	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	292	14	IAP	IAP	NNP
work_gxb3jgybnreolk7frlfntepowa	292	15	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	292	16	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	292	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	292	18	all	all	DT
work_gxb3jgybnreolk7frlfntepowa	292	19	experiment	experiment	NN
work_gxb3jgybnreolk7frlfntepowa	292	20	dataset	dataset	NN
work_gxb3jgybnreolk7frlfntepowa	292	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	292	22	Allbut1	Allbut1	NNP
work_gxb3jgybnreolk7frlfntepowa	292	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	292	24	Given5	Given5	NNP
work_gxb3jgybnreolk7frlfntepowa	292	25	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	292	26	Given10	Given10	NNP
work_gxb3jgybnreolk7frlfntepowa	292	27	at	at	IN
work_gxb3jgybnreolk7frlfntepowa	292	28	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	292	29	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	292	30	%	%	NN
work_gxb3jgybnreolk7frlfntepowa	292	31	significance	significance	NN
work_gxb3jgybnreolk7frlfntepowa	292	32	level	level	NN
work_gxb3jgybnreolk7frlfntepowa	292	33	among	among	IN
work_gxb3jgybnreolk7frlfntepowa	292	34	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	292	35	baseline	baseline	NN
work_gxb3jgybnreolk7frlfntepowa	292	36	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	292	37	,	,	,
work_gxb3jgybnreolk7frlfntepowa	292	38	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	292	39	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	292	40	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	292	41	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	292	42	results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	292	43	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	292	44	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	292	45	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	292	46	area	area	NN
work_gxb3jgybnreolk7frlfntepowa	292	47	metric	metric	JJ
work_gxb3jgybnreolk7frlfntepowa	292	48	.	.	.
work_gxb3jgybnreolk7frlfntepowa	293	1	These	these	DT
work_gxb3jgybnreolk7frlfntepowa	293	2	results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	293	3	support	support	VBP
work_gxb3jgybnreolk7frlfntepowa	293	4	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	293	5	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	293	6	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	293	7	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	293	8	more	more	RBR
work_gxb3jgybnreolk7frlfntepowa	293	9	accurate	accurate	JJ
work_gxb3jgybnreolk7frlfntepowa	293	10	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	293	11	simple	simple	JJ
work_gxb3jgybnreolk7frlfntepowa	293	12	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	293	13	predictors	predictor	NNS
work_gxb3jgybnreolk7frlfntepowa	293	14	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	293	15	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	293	16	not	not	RB
work_gxb3jgybnreolk7frlfntepowa	293	17	considered	consider	VBN
work_gxb3jgybnreolk7frlfntepowa	293	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	293	19	like	like	JJ
work_gxb3jgybnreolk7frlfntepowa	293	20	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	293	21	minded	minded	JJ
work_gxb3jgybnreolk7frlfntepowa	293	22	affinity	affinity	NN
work_gxb3jgybnreolk7frlfntepowa	293	23	group	group	NN
work_gxb3jgybnreolk7frlfntepowa	293	24	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	293	25	predict	predict	VB
work_gxb3jgybnreolk7frlfntepowa	293	26	active	active	JJ
work_gxb3jgybnreolk7frlfntepowa	293	27	users	user	NNS
work_gxb3jgybnreolk7frlfntepowa	293	28	’	’	POS
work_gxb3jgybnreolk7frlfntepowa	293	29	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	293	30	.	.	.
work_gxb3jgybnreolk7frlfntepowa	294	1	Comparing	compare	VBG
work_gxb3jgybnreolk7frlfntepowa	294	2	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	294	3	UAP	UAP	NNP
work_gxb3jgybnreolk7frlfntepowa	294	4	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	294	5	IAP	IAP	NNP
work_gxb3jgybnreolk7frlfntepowa	294	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	294	7	when	when	WRB
work_gxb3jgybnreolk7frlfntepowa	294	8	not	not	RB
work_gxb3jgybnreolk7frlfntepowa	294	9	enough	enough	JJ
work_gxb3jgybnreolk7frlfntepowa	294	10	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	294	11	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	294	12	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	294	13	available	available	JJ
work_gxb3jgybnreolk7frlfntepowa	294	14	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	294	15	apply	apply	VB
work_gxb3jgybnreolk7frlfntepowa	294	16	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	294	17	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	294	18	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	294	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	294	20	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	294	21	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	294	22	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	294	23	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	294	24	more	more	JJR
work_gxb3jgybnreolk7frlfntepowa	294	25	predictive	predictive	JJ
work_gxb3jgybnreolk7frlfntepowa	294	26	power	power	NN
work_gxb3jgybnreolk7frlfntepowa	294	27	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	294	28	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	294	29	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	294	30	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	294	31	.	.	.
work_gxb3jgybnreolk7frlfntepowa	295	1	SCP	SCP	NNP
work_gxb3jgybnreolk7frlfntepowa	295	2	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	295	3	SNP	SNP	NNP
work_gxb3jgybnreolk7frlfntepowa	295	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	295	5	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	295	6	use	use	VBP
work_gxb3jgybnreolk7frlfntepowa	295	7	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	295	8	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	295	9	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	295	10	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	295	11	method	method	NN
work_gxb3jgybnreolk7frlfntepowa	295	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	295	13	yield	yield	VB
work_gxb3jgybnreolk7frlfntepowa	295	14	superior	superior	JJ
work_gxb3jgybnreolk7frlfntepowa	295	15	results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	295	16	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	295	17	SPP	SPP	NNP
work_gxb3jgybnreolk7frlfntepowa	295	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	295	19	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	295	20	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	295	21	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	295	22	type	type	NN
work_gxb3jgybnreolk7frlfntepowa	295	23	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	295	24	memory	memory	NN
work_gxb3jgybnreolk7frlfntepowa	295	25	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	295	26	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	295	27	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	295	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	296	1	However	however	RB
work_gxb3jgybnreolk7frlfntepowa	296	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	296	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	296	4	SIP	SIP	NNP
work_gxb3jgybnreolk7frlfntepowa	296	5	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	296	6	shows	show	VBZ
work_gxb3jgybnreolk7frlfntepowa	296	7	worse	bad	JJR
work_gxb3jgybnreolk7frlfntepowa	296	8	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	296	9	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	296	10	all	all	DT
work_gxb3jgybnreolk7frlfntepowa	296	11	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	296	12	experimental	experimental	JJ
work_gxb3jgybnreolk7frlfntepowa	296	13	protocols	protocol	NNS
work_gxb3jgybnreolk7frlfntepowa	296	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	297	1	So	so	RB
work_gxb3jgybnreolk7frlfntepowa	297	2	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	297	3	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	297	4	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	297	5	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	297	6	methods	method	NNS
work_gxb3jgybnreolk7frlfntepowa	297	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	297	8	especially	especially	RB
work_gxb3jgybnreolk7frlfntepowa	297	9	machine	machine	NN
work_gxb3jgybnreolk7frlfntepowa	297	10	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	297	11	technique	technique	NN
work_gxb3jgybnreolk7frlfntepowa	297	12	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	297	13	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	297	14	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	297	15	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	297	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	297	17	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	297	18	promising	promise	VBG
work_gxb3jgybnreolk7frlfntepowa	297	19	potential	potential	NN
work_gxb3jgybnreolk7frlfntepowa	297	20	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	297	21	improve	improve	VB
work_gxb3jgybnreolk7frlfntepowa	297	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	297	23	but	but	CC
work_gxb3jgybnreolk7frlfntepowa	297	24	their	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	297	25	success	success	NN
work_gxb3jgybnreolk7frlfntepowa	297	26	depends	depend	VBZ
work_gxb3jgybnreolk7frlfntepowa	297	27	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	297	28	methodology	methodology	NN
work_gxb3jgybnreolk7frlfntepowa	297	29	suitability	suitability	NN
work_gxb3jgybnreolk7frlfntepowa	297	30	.	.	.
work_gxb3jgybnreolk7frlfntepowa	298	1	Especially	especially	RB
work_gxb3jgybnreolk7frlfntepowa	298	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	298	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	298	4	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	298	5	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	298	6	shows	show	VBZ
work_gxb3jgybnreolk7frlfntepowa	298	7	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	298	8	out-	out-	JJ
work_gxb3jgybnreolk7frlfntepowa	298	9	performing	perform	VBG
work_gxb3jgybnreolk7frlfntepowa	298	10	result	result	NN
work_gxb3jgybnreolk7frlfntepowa	298	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	298	12	0.1583	0.1583	CD
work_gxb3jgybnreolk7frlfntepowa	298	13	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	298	14	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	298	15	Given	Given	NNP
work_gxb3jgybnreolk7frlfntepowa	298	16	10	10	CD
work_gxb3jgybnreolk7frlfntepowa	298	17	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	298	18	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	298	19	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	298	20	area	area	NN
work_gxb3jgybnreolk7frlfntepowa	298	21	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	298	22	0.8461	0.8461	CD
work_gxb3jgybnreolk7frlfntepowa	298	23	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	298	24	compared	compare	VBN
work_gxb3jgybnreolk7frlfntepowa	298	25	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	298	26	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	298	27	comparative	comparative	JJ
work_gxb3jgybnreolk7frlfntepowa	298	28	modelling	modelling	NN
work_gxb3jgybnreolk7frlfntepowa	298	29	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	298	30	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	298	31	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	298	32	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	298	33	area	area	NN
work_gxb3jgybnreolk7frlfntepowa	298	34	metrics	metric	NNS
work_gxb3jgybnreolk7frlfntepowa	298	35	.	.	.
work_gxb3jgybnreolk7frlfntepowa	299	1	It	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	299	2	dominates	dominate	VBZ
work_gxb3jgybnreolk7frlfntepowa	299	3	UAP	UAP	NNP
work_gxb3jgybnreolk7frlfntepowa	299	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	299	5	IAP	IAP	NNP
work_gxb3jgybnreolk7frlfntepowa	299	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	299	7	SPP	SPP	NNP
work_gxb3jgybnreolk7frlfntepowa	299	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	299	9	SIP	SIP	NNP
work_gxb3jgybnreolk7frlfntepowa	299	10	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	299	11	at	at	IN
work_gxb3jgybnreolk7frlfntepowa	299	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	299	13	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	299	14	%	%	NN
work_gxb3jgybnreolk7frlfntepowa	299	15	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	299	16	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	299	17	%	%	NN
work_gxb3jgybnreolk7frlfntepowa	299	18	significance	significance	NN
work_gxb3jgybnreolk7frlfntepowa	299	19	levels	level	NNS
work_gxb3jgybnreolk7frlfntepowa	299	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	299	21	yields	yield	NNS
work_gxb3jgybnreolk7frlfntepowa	299	22	better	well	JJR
work_gxb3jgybnreolk7frlfntepowa	299	23	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	299	24	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	299	25	SNP	SNP	NNP
work_gxb3jgybnreolk7frlfntepowa	299	26	.	.	.
work_gxb3jgybnreolk7frlfntepowa	300	1	According	accord	VBG
work_gxb3jgybnreolk7frlfntepowa	300	2	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	300	3	our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	300	4	experiment	experiment	NN
work_gxb3jgybnreolk7frlfntepowa	300	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	300	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	300	7	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	300	8	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	300	9	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	300	10	alleviate	alleviate	VB
work_gxb3jgybnreolk7frlfntepowa	300	11	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	300	12	error	error	NN
work_gxb3jgybnreolk7frlfntepowa	300	13	about	about	RB
work_gxb3jgybnreolk7frlfntepowa	300	14	4	4	CD
work_gxb3jgybnreolk7frlfntepowa	300	15	%	%	NN
work_gxb3jgybnreolk7frlfntepowa	300	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	301	1	From	from	IN
work_gxb3jgybnreolk7frlfntepowa	301	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	301	3	viewpoint	viewpoint	NN
work_gxb3jgybnreolk7frlfntepowa	301	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	301	5	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	301	6	sparsity	sparsity	NN
work_gxb3jgybnreolk7frlfntepowa	301	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	301	8	Given10	Given10	NNP
work_gxb3jgybnreolk7frlfntepowa	301	9	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	301	10	average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	301	11	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	301	12	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	301	13	0.1790	0.1790	CD
work_gxb3jgybnreolk7frlfntepowa	301	14	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	301	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	301	16	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	301	17	has	have	VBZ
work_gxb3jgybnreolk7frlfntepowa	301	18	less	less	JJR
work_gxb3jgybnreolk7frlfntepowa	301	19	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	301	20	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	301	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	301	22	reports	report	VBZ
work_gxb3jgybnreolk7frlfntepowa	301	23	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	301	24	higher	high	JJR
work_gxb3jgybnreolk7frlfntepowa	301	25	error	error	NN
work_gxb3jgybnreolk7frlfntepowa	301	26	rate	rate	NN
work_gxb3jgybnreolk7frlfntepowa	301	27	than	than	IN
work_gxb3jgybnreolk7frlfntepowa	301	28	Allbut1	Allbut1	NNP
work_gxb3jgybnreolk7frlfntepowa	301	29	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	301	30	0.1564	0.1564	CD
work_gxb3jgybnreolk7frlfntepowa	301	31	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	301	32	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	301	33	Given5	Given5	NNP
work_gxb3jgybnreolk7frlfntepowa	301	34	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	301	35	0.1747	0.1747	NFP
work_gxb3jgybnreolk7frlfntepowa	301	36	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	301	37	.	.	.
work_gxb3jgybnreolk7frlfntepowa	302	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	302	2	implies	imply	VBZ
work_gxb3jgybnreolk7frlfntepowa	302	3	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	302	4	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	302	5	explicit	explicit	JJ
work_gxb3jgybnreolk7frlfntepowa	302	6	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	302	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	302	8	about	about	IN
work_gxb3jgybnreolk7frlfntepowa	302	9	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	302	10	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	302	11	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	302	12	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	302	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	302	14	becomes	become	VBZ
work_gxb3jgybnreolk7frlfntepowa	302	15	sparse	sparse	RB
work_gxb3jgybnreolk7frlfntepowa	302	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	302	17	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	302	18	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	302	19	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	302	20	decreases	decrease	VBZ
work_gxb3jgybnreolk7frlfntepowa	302	21	.	.	.
work_gxb3jgybnreolk7frlfntepowa	303	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	303	2	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	303	3	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	303	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	303	5	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	303	6	make	make	VBP
work_gxb3jgybnreolk7frlfntepowa	303	7	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	303	8	pre	pre	JJ
work_gxb3jgybnreolk7frlfntepowa	303	9	-	-	JJ
work_gxb3jgybnreolk7frlfntepowa	303	10	filtered	filtered	JJ
work_gxb3jgybnreolk7frlfntepowa	303	11	DB	DB	NNP
work_gxb3jgybnreolk7frlfntepowa	303	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	303	13	named	name	VBN
work_gxb3jgybnreolk7frlfntepowa	303	14	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	303	15	reference	reference	NN
work_gxb3jgybnreolk7frlfntepowa	303	16	DB	DB	NNP
work_gxb3jgybnreolk7frlfntepowa	303	17	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	303	18	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	303	19	composed	compose	VBN
work_gxb3jgybnreolk7frlfntepowa	303	20	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	303	21	dense	dense	JJ
work_gxb3jgybnreolk7frlfntepowa	303	22	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	303	23	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	303	24	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	303	25	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	303	26	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	303	27	.	.	.
work_gxb3jgybnreolk7frlfntepowa	304	1	Building	build	VBG
work_gxb3jgybnreolk7frlfntepowa	304	2	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	304	3	high	high	JJ
work_gxb3jgybnreolk7frlfntepowa	304	4	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	304	5	density	density	NN
work_gxb3jgybnreolk7frlfntepowa	304	6	preference	preference	NN
work_gxb3jgybnreolk7frlfntepowa	304	7	DB	DB	NNP
work_gxb3jgybnreolk7frlfntepowa	304	8	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	304	9	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	304	10	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	304	11	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	304	12	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	304	13	alleviating	alleviate	VBG
work_gxb3jgybnreolk7frlfntepowa	304	14	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	304	15	sparsity	sparsity	NN
work_gxb3jgybnreolk7frlfntepowa	304	16	problem	problem	NN
work_gxb3jgybnreolk7frlfntepowa	304	17	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	304	18	achieve	achieve	VB
work_gxb3jgybnreolk7frlfntepowa	304	19	higher	high	JJR
work_gxb3jgybnreolk7frlfntepowa	304	20	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	304	21	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	304	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	305	1	Overall	overall	RB
work_gxb3jgybnreolk7frlfntepowa	305	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	305	3	among	among	IN
work_gxb3jgybnreolk7frlfntepowa	305	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	305	5	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	305	6	curves	curve	NNS
work_gxb3jgybnreolk7frlfntepowa	305	7	illustrated	illustrate	VBN
work_gxb3jgybnreolk7frlfntepowa	305	8	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	305	9	Fig	Fig	NNP
work_gxb3jgybnreolk7frlfntepowa	305	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	306	1	7	7	CD
work_gxb3jgybnreolk7frlfntepowa	306	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	306	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	306	4	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	306	5	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	306	6	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	306	7	stably	stably	RB
work_gxb3jgybnreolk7frlfntepowa	306	8	dominant	dominant	JJ
work_gxb3jgybnreolk7frlfntepowa	306	9	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	306	10	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	306	11	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	306	12	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	306	13	classifi-	classifi-	NN
work_gxb3jgybnreolk7frlfntepowa	306	14	Table	Table	NNP
work_gxb3jgybnreolk7frlfntepowa	306	15	3a	3a	NNP
work_gxb3jgybnreolk7frlfntepowa	306	16	Performance	Performance	NNP
work_gxb3jgybnreolk7frlfntepowa	306	17	results	result	VBZ
work_gxb3jgybnreolk7frlfntepowa	306	18	:	:	:
work_gxb3jgybnreolk7frlfntepowa	306	19	Prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	306	20	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	306	21	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	306	22	area	area	NN
work_gxb3jgybnreolk7frlfntepowa	306	23	under	under	IN
work_gxb3jgybnreolk7frlfntepowa	306	24	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	306	25	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	306	26	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	306	27	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	306	28	protocol	protocol	NN
work_gxb3jgybnreolk7frlfntepowa	306	29	Protocol	Protocol	NNP
work_gxb3jgybnreolk7frlfntepowa	306	30	Metric	Metric	NNP
work_gxb3jgybnreolk7frlfntepowa	306	31	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	306	32	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	306	33	Area	Area	NNP
work_gxb3jgybnreolk7frlfntepowa	306	34	Allbut	Allbut	NNP
work_gxb3jgybnreolk7frlfntepowa	306	35	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	306	36	Given5	Given5	NNP
work_gxb3jgybnreolk7frlfntepowa	306	37	Given10	Given10	NNP
work_gxb3jgybnreolk7frlfntepowa	306	38	UAP	UAP	NNP
work_gxb3jgybnreolk7frlfntepowa	306	39	0.1600	0.1600	CD
work_gxb3jgybnreolk7frlfntepowa	306	40	0.1863	0.1863	CD
work_gxb3jgybnreolk7frlfntepowa	306	41	0.1901	0.1901	CD
work_gxb3jgybnreolk7frlfntepowa	306	42	0.7127	0.7127	CD
work_gxb3jgybnreolk7frlfntepowa	306	43	IAP	IAP	NNP
work_gxb3jgybnreolk7frlfntepowa	306	44	0.1714	0.1714	CD
work_gxb3jgybnreolk7frlfntepowa	306	45	0.1930	0.1930	CD
work_gxb3jgybnreolk7frlfntepowa	306	46	0.1951	0.1951	CD
work_gxb3jgybnreolk7frlfntepowa	306	47	0.6071	0.6071	CD
work_gxb3jgybnreolk7frlfntepowa	306	48	SPP	SPP	NNP
work_gxb3jgybnreolk7frlfntepowa	306	49	0.1497	0.1497	CD
work_gxb3jgybnreolk7frlfntepowa	306	50	0.1719	0.1719	CD
work_gxb3jgybnreolk7frlfntepowa	306	51	0.1734	0.1734	CD
work_gxb3jgybnreolk7frlfntepowa	306	52	0.8006	0.8006	CD
work_gxb3jgybnreolk7frlfntepowa	306	53	SNP	SNP	NNP
work_gxb3jgybnreolk7frlfntepowa	306	54	0.1413	0.1413	CD
work_gxb3jgybnreolk7frlfntepowa	306	55	0.1557	0.1557	CD
work_gxb3jgybnreolk7frlfntepowa	306	56	0.1638	0.1638	CD
work_gxb3jgybnreolk7frlfntepowa	306	57	0.8166	0.8166	CD
work_gxb3jgybnreolk7frlfntepowa	306	58	SIP	sip	NN
work_gxb3jgybnreolk7frlfntepowa	306	59	0.1687	0.1687	CD
work_gxb3jgybnreolk7frlfntepowa	306	60	0.1892	0.1892	CD
work_gxb3jgybnreolk7frlfntepowa	306	61	0.1933	0.1933	CD
work_gxb3jgybnreolk7frlfntepowa	306	62	0.7430	0.7430	CD
work_gxb3jgybnreolk7frlfntepowa	306	63	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	306	64	0.1475	0.1475	CD
work_gxb3jgybnreolk7frlfntepowa	306	65	0.1524	0.1524	CD
work_gxb3jgybnreolk7frlfntepowa	306	66	0.1583	0.1583	CD
work_gxb3jgybnreolk7frlfntepowa	306	67	0.8461	0.8461	CD
work_gxb3jgybnreolk7frlfntepowa	306	68	Average	average	JJ
work_gxb3jgybnreolk7frlfntepowa	306	69	0.1564	0.1564	CD
work_gxb3jgybnreolk7frlfntepowa	306	70	0.1747	0.1747	CD
work_gxb3jgybnreolk7frlfntepowa	306	71	0.1790	0.1790	CD
work_gxb3jgybnreolk7frlfntepowa	306	72	Lower	low	JJR
work_gxb3jgybnreolk7frlfntepowa	306	73	value	value	NN
work_gxb3jgybnreolk7frlfntepowa	306	74	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	306	75	NMAE	nmae	JJ
work_gxb3jgybnreolk7frlfntepowa	306	76	metric	metric	NN
work_gxb3jgybnreolk7frlfntepowa	306	77	indicates	indicate	VBZ
work_gxb3jgybnreolk7frlfntepowa	306	78	better	well	JJR
work_gxb3jgybnreolk7frlfntepowa	306	79	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	306	80	,	,	,
work_gxb3jgybnreolk7frlfntepowa	306	81	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	306	82	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	306	83	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	306	84	area	area	NN
work_gxb3jgybnreolk7frlfntepowa	306	85	,	,	,
work_gxb3jgybnreolk7frlfntepowa	306	86	it	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	306	87	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	306	88	vice	vice	RB
work_gxb3jgybnreolk7frlfntepowa	306	89	versa	versa	RB
work_gxb3jgybnreolk7frlfntepowa	306	90	.	.	.
work_gxb3jgybnreolk7frlfntepowa	307	1	Table	table	NN
work_gxb3jgybnreolk7frlfntepowa	307	2	2b	2b	CD
work_gxb3jgybnreolk7frlfntepowa	307	3	Centroid	Centroid	NNP
work_gxb3jgybnreolk7frlfntepowa	307	4	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	307	5	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	307	6	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	307	7	cluster	cluster	VBN
work_gxb3jgybnreolk7frlfntepowa	307	8	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	307	9	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	307	10	Genre	Genre	NNP
work_gxb3jgybnreolk7frlfntepowa	307	11	Items	Items	NNP
work_gxb3jgybnreolk7frlfntepowa	307	12	Cluster	Cluster	NNP
work_gxb3jgybnreolk7frlfntepowa	307	13	C1	C1	VBD
work_gxb3jgybnreolk7frlfntepowa	307	14	C2	c2	NN
work_gxb3jgybnreolk7frlfntepowa	307	15	C3	c3	VB
work_gxb3jgybnreolk7frlfntepowa	307	16	C4	C4	NNP
work_gxb3jgybnreolk7frlfntepowa	307	17	Children	Children	NNP
work_gxb3jgybnreolk7frlfntepowa	307	18	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	307	19	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	307	20	0.407	0.407	CD
work_gxb3jgybnreolk7frlfntepowa	307	21	0.520	0.520	CD
work_gxb3jgybnreolk7frlfntepowa	307	22	0.739	0.739	CD
work_gxb3jgybnreolk7frlfntepowa	307	23	0.751	0.751	CD
work_gxb3jgybnreolk7frlfntepowa	307	24	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	307	25	0.562	0.562	CD
work_gxb3jgybnreolk7frlfntepowa	307	26	0.599	0.599	CD
work_gxb3jgybnreolk7frlfntepowa	307	27	0.643	0.643	CD
work_gxb3jgybnreolk7frlfntepowa	307	28	0.685	0.685	CD
work_gxb3jgybnreolk7frlfntepowa	307	29	Drama	drama	NN
work_gxb3jgybnreolk7frlfntepowa	307	30	3	3	CD
work_gxb3jgybnreolk7frlfntepowa	307	31	0.488	0.488	CD
work_gxb3jgybnreolk7frlfntepowa	307	32	0.611	0.611	CD
work_gxb3jgybnreolk7frlfntepowa	307	33	0.581	0.581	CD
work_gxb3jgybnreolk7frlfntepowa	307	34	0.766	0.766	CD
work_gxb3jgybnreolk7frlfntepowa	307	35	4	4	CD
work_gxb3jgybnreolk7frlfntepowa	307	36	0.467	0.467	CD
work_gxb3jgybnreolk7frlfntepowa	307	37	0.599	0.599	CD
work_gxb3jgybnreolk7frlfntepowa	307	38	0.583	0.583	CD
work_gxb3jgybnreolk7frlfntepowa	307	39	0.627	0.627	CD
work_gxb3jgybnreolk7frlfntepowa	307	40	Adventure	adventure	NN
work_gxb3jgybnreolk7frlfntepowa	307	41	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	307	42	0.431	0.431	CD
work_gxb3jgybnreolk7frlfntepowa	307	43	0.666	0.666	CD
work_gxb3jgybnreolk7frlfntepowa	307	44	0.675	0.675	CD
work_gxb3jgybnreolk7frlfntepowa	307	45	0.759	0.759	CD
work_gxb3jgybnreolk7frlfntepowa	307	46	6	6	CD
work_gxb3jgybnreolk7frlfntepowa	307	47	0.690	0.690	CD
work_gxb3jgybnreolk7frlfntepowa	307	48	0.790	0.790	CD
work_gxb3jgybnreolk7frlfntepowa	307	49	0.841	0.841	CD
work_gxb3jgybnreolk7frlfntepowa	307	50	0.966	0.966	CD
work_gxb3jgybnreolk7frlfntepowa	307	51	7	7	CD
work_gxb3jgybnreolk7frlfntepowa	307	52	0.543	0.543	CD
work_gxb3jgybnreolk7frlfntepowa	307	53	0.637	0.637	CD
work_gxb3jgybnreolk7frlfntepowa	307	54	0.741	0.741	CD
work_gxb3jgybnreolk7frlfntepowa	307	55	0.828	0.828	CD
work_gxb3jgybnreolk7frlfntepowa	307	56	8	8	CD
work_gxb3jgybnreolk7frlfntepowa	307	57	0.690	0.690	CD
work_gxb3jgybnreolk7frlfntepowa	307	58	0.752	0.752	CD
work_gxb3jgybnreolk7frlfntepowa	307	59	0.754	0.754	CD
work_gxb3jgybnreolk7frlfntepowa	307	60	0.913	0.913	CD
work_gxb3jgybnreolk7frlfntepowa	307	61	9	9	CD
work_gxb3jgybnreolk7frlfntepowa	307	62	0.362	0.362	CD
work_gxb3jgybnreolk7frlfntepowa	307	63	0.533	0.533	CD
work_gxb3jgybnreolk7frlfntepowa	307	64	0.598	0.598	CD
work_gxb3jgybnreolk7frlfntepowa	307	65	0.702	0.702	CD
work_gxb3jgybnreolk7frlfntepowa	307	66	Science	Science	NNP
work_gxb3jgybnreolk7frlfntepowa	307	67	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	307	68	fiction	fiction	NN
work_gxb3jgybnreolk7frlfntepowa	307	69	10	10	CD
work_gxb3jgybnreolk7frlfntepowa	307	70	0.705	0.705	CD
work_gxb3jgybnreolk7frlfntepowa	307	71	0.822	0.822	CD
work_gxb3jgybnreolk7frlfntepowa	307	72	0.942	0.942	CD
work_gxb3jgybnreolk7frlfntepowa	307	73	0.974	0.974	CD
work_gxb3jgybnreolk7frlfntepowa	307	74	11	11	CD
work_gxb3jgybnreolk7frlfntepowa	307	75	0.676	0.676	CD
work_gxb3jgybnreolk7frlfntepowa	307	76	0.676	0.676	CD
work_gxb3jgybnreolk7frlfntepowa	307	77	0.857	0.857	CD
work_gxb3jgybnreolk7frlfntepowa	307	78	0.941	0.941	CD
work_gxb3jgybnreolk7frlfntepowa	307	79	12	12	CD
work_gxb3jgybnreolk7frlfntepowa	307	80	0.597	0.597	CD
work_gxb3jgybnreolk7frlfntepowa	307	81	0.689	0.689	CD
work_gxb3jgybnreolk7frlfntepowa	307	82	0.884	0.884	CD
work_gxb3jgybnreolk7frlfntepowa	307	83	0.891	0.891	CD
work_gxb3jgybnreolk7frlfntepowa	307	84	13	13	CD
work_gxb3jgybnreolk7frlfntepowa	307	85	0.516	0.516	CD
work_gxb3jgybnreolk7frlfntepowa	307	86	0.622	0.622	CD
work_gxb3jgybnreolk7frlfntepowa	307	87	0.705	0.705	CD
work_gxb3jgybnreolk7frlfntepowa	307	88	0.705	0.705	CD
work_gxb3jgybnreolk7frlfntepowa	307	89	14	14	CD
work_gxb3jgybnreolk7frlfntepowa	307	90	0.364	0.364	CD
work_gxb3jgybnreolk7frlfntepowa	307	91	0.489	0.489	CD
work_gxb3jgybnreolk7frlfntepowa	307	92	0.606	0.606	CD
work_gxb3jgybnreolk7frlfntepowa	307	93	0.663	0.663	CD
work_gxb3jgybnreolk7frlfntepowa	307	94	15	15	CD
work_gxb3jgybnreolk7frlfntepowa	307	95	0.542	0.542	CD
work_gxb3jgybnreolk7frlfntepowa	307	96	0.607	0.607	CD
work_gxb3jgybnreolk7frlfntepowa	307	97	0.766	0.766	CD
work_gxb3jgybnreolk7frlfntepowa	307	98	0.839	0.839	CD
work_gxb3jgybnreolk7frlfntepowa	307	99	16	16	CD
work_gxb3jgybnreolk7frlfntepowa	307	100	0.570	0.570	CD
work_gxb3jgybnreolk7frlfntepowa	307	101	0.682	0.682	CD
work_gxb3jgybnreolk7frlfntepowa	307	102	0.647	0.647	CD
work_gxb3jgybnreolk7frlfntepowa	307	103	0.790	0.790	CD
work_gxb3jgybnreolk7frlfntepowa	307	104	17	17	CD
work_gxb3jgybnreolk7frlfntepowa	307	105	0.523	0.523	CD
work_gxb3jgybnreolk7frlfntepowa	307	106	0.685	0.685	CD
work_gxb3jgybnreolk7frlfntepowa	307	107	0.599	0.599	CD
work_gxb3jgybnreolk7frlfntepowa	307	108	0.783	0.783	CD
work_gxb3jgybnreolk7frlfntepowa	307	109	18	18	CD
work_gxb3jgybnreolk7frlfntepowa	307	110	0.503	0.503	CD
work_gxb3jgybnreolk7frlfntepowa	307	111	0.673	0.673	CD
work_gxb3jgybnreolk7frlfntepowa	307	112	0.681	0.681	CD
work_gxb3jgybnreolk7frlfntepowa	307	113	0.797	0.797	CD
work_gxb3jgybnreolk7frlfntepowa	307	114	19	19	CD
work_gxb3jgybnreolk7frlfntepowa	307	115	0.556	0.556	CD
work_gxb3jgybnreolk7frlfntepowa	307	116	0.699	0.699	CD
work_gxb3jgybnreolk7frlfntepowa	307	117	0.758	0.758	CD
work_gxb3jgybnreolk7frlfntepowa	307	118	0.850	0.850	CD
work_gxb3jgybnreolk7frlfntepowa	307	119	20	20	CD
work_gxb3jgybnreolk7frlfntepowa	307	120	0.427	0.427	CD
work_gxb3jgybnreolk7frlfntepowa	307	121	0.534	0.534	CD
work_gxb3jgybnreolk7frlfntepowa	307	122	0.741	0.741	CD
work_gxb3jgybnreolk7frlfntepowa	307	123	0.681	0.681	CD
work_gxb3jgybnreolk7frlfntepowa	307	124	Crime	crime	NN
work_gxb3jgybnreolk7frlfntepowa	307	125	21	21	CD
work_gxb3jgybnreolk7frlfntepowa	307	126	0.593	0.593	CD
work_gxb3jgybnreolk7frlfntepowa	307	127	0.875	0.875	CD
work_gxb3jgybnreolk7frlfntepowa	307	128	0.592	0.592	CD
work_gxb3jgybnreolk7frlfntepowa	307	129	0.902	0.902	CD
work_gxb3jgybnreolk7frlfntepowa	307	130	22	22	CD
work_gxb3jgybnreolk7frlfntepowa	307	131	0.670	0.670	CD
work_gxb3jgybnreolk7frlfntepowa	307	132	0.783	0.783	CD
work_gxb3jgybnreolk7frlfntepowa	307	133	0.666	0.666	CD
work_gxb3jgybnreolk7frlfntepowa	307	134	0.784	0.784	CD
work_gxb3jgybnreolk7frlfntepowa	307	135	23	23	CD
work_gxb3jgybnreolk7frlfntepowa	307	136	0.679	0.679	CD
work_gxb3jgybnreolk7frlfntepowa	307	137	0.852	0.852	CD
work_gxb3jgybnreolk7frlfntepowa	307	138	0.644	0.644	CD
work_gxb3jgybnreolk7frlfntepowa	307	139	0.777	0.777	CD
work_gxb3jgybnreolk7frlfntepowa	307	140	Thriller	Thriller	NNP
work_gxb3jgybnreolk7frlfntepowa	307	141	24	24	CD
work_gxb3jgybnreolk7frlfntepowa	307	142	0.466	0.466	CD
work_gxb3jgybnreolk7frlfntepowa	307	143	0.628	0.628	CD
work_gxb3jgybnreolk7frlfntepowa	307	144	0.733	0.733	CD
work_gxb3jgybnreolk7frlfntepowa	307	145	0.835	0.835	CD
work_gxb3jgybnreolk7frlfntepowa	307	146	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	307	147	0.467	0.467	CD
work_gxb3jgybnreolk7frlfntepowa	307	148	0.560	0.560	CD
work_gxb3jgybnreolk7frlfntepowa	307	149	0.588	0.588	CD
work_gxb3jgybnreolk7frlfntepowa	307	150	0.615	0.615	CD
work_gxb3jgybnreolk7frlfntepowa	307	151	26	26	CD
work_gxb3jgybnreolk7frlfntepowa	307	152	0.710	0.710	CD
work_gxb3jgybnreolk7frlfntepowa	307	153	0.820	0.820	CD
work_gxb3jgybnreolk7frlfntepowa	307	154	0.736	0.736	CD
work_gxb3jgybnreolk7frlfntepowa	307	155	0.923	0.923	CD
work_gxb3jgybnreolk7frlfntepowa	307	156	War	war	NN
work_gxb3jgybnreolk7frlfntepowa	307	157	27	27	CD
work_gxb3jgybnreolk7frlfntepowa	307	158	0.609	0.609	CD
work_gxb3jgybnreolk7frlfntepowa	307	159	0.657	0.657	CD
work_gxb3jgybnreolk7frlfntepowa	307	160	0.709	0.709	CD
work_gxb3jgybnreolk7frlfntepowa	307	161	0.882	0.882	CD
work_gxb3jgybnreolk7frlfntepowa	307	162	Romance	romance	NN
work_gxb3jgybnreolk7frlfntepowa	307	163	28	28	CD
work_gxb3jgybnreolk7frlfntepowa	307	164	0.569	0.569	CD
work_gxb3jgybnreolk7frlfntepowa	307	165	0.642	0.642	CD
work_gxb3jgybnreolk7frlfntepowa	307	166	0.645	0.645	CD
work_gxb3jgybnreolk7frlfntepowa	307	167	0.779	0.779	CD
work_gxb3jgybnreolk7frlfntepowa	307	168	29	29	CD
work_gxb3jgybnreolk7frlfntepowa	307	169	0.427	0.427	CD
work_gxb3jgybnreolk7frlfntepowa	307	170	0.476	0.476	CD
work_gxb3jgybnreolk7frlfntepowa	307	171	0.549	0.549	CD
work_gxb3jgybnreolk7frlfntepowa	307	172	0.578	0.578	CD
work_gxb3jgybnreolk7frlfntepowa	307	173	Comedy	comedy	NN
work_gxb3jgybnreolk7frlfntepowa	307	174	30	30	CD
work_gxb3jgybnreolk7frlfntepowa	307	175	0.655	0.655	CD
work_gxb3jgybnreolk7frlfntepowa	307	176	0.631	0.631	CD
work_gxb3jgybnreolk7frlfntepowa	307	177	0.800	0.800	CD
work_gxb3jgybnreolk7frlfntepowa	307	178	0.815	0.815	CD
work_gxb3jgybnreolk7frlfntepowa	307	179	31	31	CD
work_gxb3jgybnreolk7frlfntepowa	307	180	0.601	0.601	CD
work_gxb3jgybnreolk7frlfntepowa	307	181	0.585	0.585	CD
work_gxb3jgybnreolk7frlfntepowa	307	182	0.519	0.519	CD
work_gxb3jgybnreolk7frlfntepowa	307	183	0.630	0.630	CD
work_gxb3jgybnreolk7frlfntepowa	307	184	32	32	CD
work_gxb3jgybnreolk7frlfntepowa	307	185	0.406	0.406	CD
work_gxb3jgybnreolk7frlfntepowa	307	186	0.446	0.446	CD
work_gxb3jgybnreolk7frlfntepowa	307	187	0.575	0.575	CD
work_gxb3jgybnreolk7frlfntepowa	307	188	0.624	0.624	CD
work_gxb3jgybnreolk7frlfntepowa	307	189	Horror	Horror	NNP
work_gxb3jgybnreolk7frlfntepowa	307	190	33	33	CD
work_gxb3jgybnreolk7frlfntepowa	307	191	0.687	0.687	CD
work_gxb3jgybnreolk7frlfntepowa	307	192	0.579	0.579	CD
work_gxb3jgybnreolk7frlfntepowa	307	193	0.545	0.545	CD
work_gxb3jgybnreolk7frlfntepowa	307	194	0.723	0.723	CD
work_gxb3jgybnreolk7frlfntepowa	307	195	Table	table	NN
work_gxb3jgybnreolk7frlfntepowa	307	196	3b	3b	NNP
work_gxb3jgybnreolk7frlfntepowa	307	197	Performance	Performance	NNP
work_gxb3jgybnreolk7frlfntepowa	307	198	results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	307	199	:	:	:
work_gxb3jgybnreolk7frlfntepowa	307	200	Statistical	statistical	JJ
work_gxb3jgybnreolk7frlfntepowa	307	201	significance	significance	NN
work_gxb3jgybnreolk7frlfntepowa	307	202	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	307	203	—	—	:
work_gxb3jgybnreolk7frlfntepowa	307	204	one	one	CD
work_gxb3jgybnreolk7frlfntepowa	307	205	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	307	206	way	way	NN
work_gxb3jgybnreolk7frlfntepowa	307	207	ANOVA	ANOVA	NNP
work_gxb3jgybnreolk7frlfntepowa	307	208	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	307	209	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	307	210	post	post	FW
work_gxb3jgybnreolk7frlfntepowa	307	211	hoc	hoc	FW
work_gxb3jgybnreolk7frlfntepowa	307	212	test	test	NN
work_gxb3jgybnreolk7frlfntepowa	307	213	IAP	IAP	NNP
work_gxb3jgybnreolk7frlfntepowa	307	214	SPP	SPP	NNP
work_gxb3jgybnreolk7frlfntepowa	307	215	SNP	SNP	NNP
work_gxb3jgybnreolk7frlfntepowa	307	216	SIP	SIP	VBD
work_gxb3jgybnreolk7frlfntepowa	307	217	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	307	218	UAP	UAP	NNP
work_gxb3jgybnreolk7frlfntepowa	307	219	20.0202	20.0202	CD
work_gxb3jgybnreolk7frlfntepowa	307	220	0.0665	0.0665	CD
work_gxb3jgybnreolk7frlfntepowa	307	221	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	222	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	223	0.1052	0.1052	CD
work_gxb3jgybnreolk7frlfntepowa	307	224	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	225	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	226	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	227	20.0131	20.0131	CD
work_gxb3jgybnreolk7frlfntepowa	307	228	0.1271	0.1271	CD
work_gxb3jgybnreolk7frlfntepowa	307	229	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	230	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	231	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	232	IAP	iap	NN
work_gxb3jgybnreolk7frlfntepowa	307	233	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	234	0.0867	0.0867	CD
work_gxb3jgybnreolk7frlfntepowa	307	235	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	236	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	237	0.1253	0.1253	CD
work_gxb3jgybnreolk7frlfntepowa	307	238	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	239	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	240	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	241	0.0070	0.0070	CD
work_gxb3jgybnreolk7frlfntepowa	307	242	0.1472	0.1472	CD
work_gxb3jgybnreolk7frlfntepowa	307	243	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	244	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	245	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	246	SPP	SPP	NNP
work_gxb3jgybnreolk7frlfntepowa	307	247	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	248	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	249	0.0387	0.0387	CD
work_gxb3jgybnreolk7frlfntepowa	307	250	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	251	20.0797	20.0797	CD
work_gxb3jgybnreolk7frlfntepowa	307	252	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	253	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	254	0.0605	0.0605	CD
work_gxb3jgybnreolk7frlfntepowa	307	255	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	256	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	257	SNP	SNP	NNP
work_gxb3jgybnreolk7frlfntepowa	307	258	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	259	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	260	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	261	20.1183	20.1183	CD
work_gxb3jgybnreolk7frlfntepowa	307	262	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	263	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	264	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	265	0.0219	0.0219	CD
work_gxb3jgybnreolk7frlfntepowa	307	266	SIP	sip	NN
work_gxb3jgybnreolk7frlfntepowa	307	267	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	268	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	269	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	270	–	–	:
work_gxb3jgybnreolk7frlfntepowa	307	271	0.1402	0.1402	CD
work_gxb3jgybnreolk7frlfntepowa	307	272	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	273	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	274	Bonferroni	Bonferroni	NNP
work_gxb3jgybnreolk7frlfntepowa	307	275	procedure	procedure	NN
work_gxb3jgybnreolk7frlfntepowa	307	276	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	307	277	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	307	278	MAE	MAE	NNP
work_gxb3jgybnreolk7frlfntepowa	307	279	:	:	:
work_gxb3jgybnreolk7frlfntepowa	307	280	mean	mean	VB
work_gxb3jgybnreolk7frlfntepowa	307	281	differences	difference	NNS
work_gxb3jgybnreolk7frlfntepowa	307	282	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	307	283	signifi-	signifi-	NN
work_gxb3jgybnreolk7frlfntepowa	307	284	cance	cance	NN
work_gxb3jgybnreolk7frlfntepowa	307	285	level	level	NN
work_gxb3jgybnreolk7frlfntepowa	307	286	at	at	IN
work_gxb3jgybnreolk7frlfntepowa	307	287	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	288	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	289	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	290	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	307	291	%	%	NN
work_gxb3jgybnreolk7frlfntepowa	307	292	,	,	,
work_gxb3jgybnreolk7frlfntepowa	307	293	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	294	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	295	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	307	296	%	%	NN
work_gxb3jgybnreolk7frlfntepowa	307	297	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	307	298	*	*	NFP
work_gxb3jgybnreolk7frlfntepowa	307	299	10	10	CD
work_gxb3jgybnreolk7frlfntepowa	307	300	%	%	NN
work_gxb3jgybnreolk7frlfntepowa	307	301	level	level	NN
work_gxb3jgybnreolk7frlfntepowa	307	302	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	307	303	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	307	304	pair	pair	NN
work_gxb3jgybnreolk7frlfntepowa	307	305	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	307	306	wise	wise	JJ
work_gxb3jgybnreolk7frlfntepowa	307	307	comparison	comparison	NN
work_gxb3jgybnreolk7frlfntepowa	307	308	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	307	309	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	307	310	between	between	IN
work_gxb3jgybnreolk7frlfntepowa	307	311	protocols	protocol	NNS
work_gxb3jgybnreolk7frlfntepowa	307	312	.	.	.
work_gxb3jgybnreolk7frlfntepowa	308	1	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	309	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	309	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	309	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	309	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	310	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	310	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	310	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	310	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	310	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	310	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	310	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	310	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	310	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	310	10	413–423	413–423	CD
work_gxb3jgybnreolk7frlfntepowa	310	11	421	421	CD
work_gxb3jgybnreolk7frlfntepowa	310	12	cation	cation	NN
work_gxb3jgybnreolk7frlfntepowa	310	13	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	310	14	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	310	15	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	310	16	memory	memory	NN
work_gxb3jgybnreolk7frlfntepowa	310	17	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	310	18	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	310	19	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	310	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	311	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	311	2	implies	imply	VBZ
work_gxb3jgybnreolk7frlfntepowa	311	3	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	311	4	when	when	WRB
work_gxb3jgybnreolk7frlfntepowa	311	5	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	311	6	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	311	7	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	311	8	criterion	criterion	NN
work_gxb3jgybnreolk7frlfntepowa	311	9	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	311	10	changed	change	VBN
work_gxb3jgybnreolk7frlfntepowa	311	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	311	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	311	13	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	311	14	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	311	15	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	311	16	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	311	17	flexibly	flexibly	RB
work_gxb3jgybnreolk7frlfntepowa	311	18	applied	apply	VBN
work_gxb3jgybnreolk7frlfntepowa	311	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	312	1	For	for	IN
work_gxb3jgybnreolk7frlfntepowa	312	2	example	example	NN
work_gxb3jgybnreolk7frlfntepowa	312	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	312	4	even	even	RB
work_gxb3jgybnreolk7frlfntepowa	312	5	if	if	IN
work_gxb3jgybnreolk7frlfntepowa	312	6	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	312	7	recommendable	recommendable	JJ
work_gxb3jgybnreolk7frlfntepowa	312	8	item	item	NN
work_gxb3jgybnreolk7frlfntepowa	312	9	criterion	criterion	NN
work_gxb3jgybnreolk7frlfntepowa	312	10	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	312	11	changed	change	VBN
work_gxb3jgybnreolk7frlfntepowa	312	12	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	312	13	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	312	14	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	312	15	4	4	CD
work_gxb3jgybnreolk7frlfntepowa	312	16	stars	star	NNS
work_gxb3jgybnreolk7frlfntepowa	312	17	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	312	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	312	19	movie	movie	NN
work_gxb3jgybnreolk7frlfntepowa	312	20	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	312	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	312	22	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	312	23	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	312	24	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	312	25	does	do	VBZ
work_gxb3jgybnreolk7frlfntepowa	312	26	still	still	RB
work_gxb3jgybnreolk7frlfntepowa	312	27	works	work	VBZ
work_gxb3jgybnreolk7frlfntepowa	312	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	313	1	6	6	CD
work_gxb3jgybnreolk7frlfntepowa	313	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	314	1	Conclusion	conclusion	NN
work_gxb3jgybnreolk7frlfntepowa	314	2	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	314	3	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	314	4	paper	paper	NN
work_gxb3jgybnreolk7frlfntepowa	314	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	314	6	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	314	7	propose	propose	VBP
work_gxb3jgybnreolk7frlfntepowa	314	8	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	314	9	SCP	scp	NN
work_gxb3jgybnreolk7frlfntepowa	314	10	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	314	11	which	which	WDT
work_gxb3jgybnreolk7frlfntepowa	314	12	applies	apply	VBZ
work_gxb3jgybnreolk7frlfntepowa	314	13	two	two	CD
work_gxb3jgybnreolk7frlfntepowa	314	14	combing	comb	VBG
work_gxb3jgybnreolk7frlfntepowa	314	15	machine	machine	NN
work_gxb3jgybnreolk7frlfntepowa	314	16	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	314	17	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	314	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	314	19	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	314	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	314	21	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	314	22	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	314	23	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	314	24	consecutive	consecutive	JJ
work_gxb3jgybnreolk7frlfntepowa	314	25	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	314	26	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	314	27	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	314	28	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	314	29	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	314	30	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	314	31	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	314	32	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	314	33	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	314	34	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	314	35	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	314	36	field	field	NN
work_gxb3jgybnreolk7frlfntepowa	314	37	.	.	.
work_gxb3jgybnreolk7frlfntepowa	315	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	315	2	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	315	3	shows	show	VBZ
work_gxb3jgybnreolk7frlfntepowa	315	4	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	315	5	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	315	6	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	315	7	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	315	8	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	315	9	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	315	10	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	315	11	effective	effective	JJ
work_gxb3jgybnreolk7frlfntepowa	315	12	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	315	13	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	315	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	315	15	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	315	16	method	method	NN
work_gxb3jgybnreolk7frlfntepowa	315	17	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	315	18	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	315	19	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	315	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	316	1	Instead	instead	RB
work_gxb3jgybnreolk7frlfntepowa	316	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	316	3	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	316	4	all	all	DT
work_gxb3jgybnreolk7frlfntepowa	316	5	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	316	6	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	316	7	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	316	8	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	316	9	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	316	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	316	11	nearest	near	JJS
work_gxb3jgybnreolk7frlfntepowa	316	12	neighbour	neighbour	NN
work_gxb3jgybnreolk7frlfntepowa	316	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	316	14	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	316	15	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	316	16	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	316	17	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	316	18	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	316	19	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	316	20	allevi-	allevi-	XX
work_gxb3jgybnreolk7frlfntepowa	316	21	ates	ate	NNS
work_gxb3jgybnreolk7frlfntepowa	316	22	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	316	23	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	316	24	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	316	25	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	316	26	computational	computational	JJ
work_gxb3jgybnreolk7frlfntepowa	316	27	complexity	complexity	NN
work_gxb3jgybnreolk7frlfntepowa	316	28	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	316	29	use	use	NN
work_gxb3jgybnreolk7frlfntepowa	316	30	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	316	31	significant	significant	JJ
work_gxb3jgybnreolk7frlfntepowa	316	32	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	316	33	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	316	34	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	316	35	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	316	36	induced	induce	VBN
work_gxb3jgybnreolk7frlfntepowa	316	37	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	316	38	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	316	39	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	316	40	.	.	.
work_gxb3jgybnreolk7frlfntepowa	317	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	317	2	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	317	3	facilitates	facilitate	VBZ
work_gxb3jgybnreolk7frlfntepowa	317	4	affinity	affinity	NN
work_gxb3jgybnreolk7frlfntepowa	317	5	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	317	6	grouping	grouping	NN
work_gxb3jgybnreolk7frlfntepowa	317	7	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	317	8	extraction	extraction	NN
work_gxb3jgybnreolk7frlfntepowa	317	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	317	10	representative	representative	JJ
work_gxb3jgybnreolk7frlfntepowa	317	11	centroid	centroid	JJ
work_gxb3jgybnreolk7frlfntepowa	317	12	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	317	13	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	317	14	each	each	DT
work_gxb3jgybnreolk7frlfntepowa	317	15	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	317	16	’s	’s	POS
work_gxb3jgybnreolk7frlfntepowa	317	17	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	317	18	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	317	19	assisting	assist	VBG
work_gxb3jgybnreolk7frlfntepowa	317	20	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	317	21	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	317	22	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	317	23	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	317	24	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	317	25	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	317	26	.	.	.
work_gxb3jgybnreolk7frlfntepowa	318	1	For	for	IN
work_gxb3jgybnreolk7frlfntepowa	318	2	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	318	3	clustering	cluster	VBG
work_gxb3jgybnreolk7frlfntepowa	318	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	318	5	our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	318	6	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	318	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	318	8	most	most	JJS
work_gxb3jgybnreolk7frlfntepowa	318	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	318	10	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	318	11	computational	computational	JJ
work_gxb3jgybnreolk7frlfntepowa	318	12	costs	cost	NNS
work_gxb3jgybnreolk7frlfntepowa	318	13	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	318	14	involved	involve	VBN
work_gxb3jgybnreolk7frlfntepowa	318	15	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	318	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	318	17	training	training	NN
work_gxb3jgybnreolk7frlfntepowa	318	18	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	318	19	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	318	20	this	this	DT
work_gxb3jgybnreolk7frlfntepowa	318	21	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	318	22	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	318	23	done	do	VBN
work_gxb3jgybnreolk7frlfntepowa	318	24	off	off	IN
work_gxb3jgybnreolk7frlfntepowa	318	25	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	318	26	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	318	27	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	318	28	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	318	29	profiling	profiling	NN
work_gxb3jgybnreolk7frlfntepowa	318	30	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	318	31	.	.	.
work_gxb3jgybnreolk7frlfntepowa	319	1	After	after	IN
work_gxb3jgybnreolk7frlfntepowa	319	2	that	that	DT
work_gxb3jgybnreolk7frlfntepowa	319	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	319	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	319	5	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	319	6	process	process	NN
work_gxb3jgybnreolk7frlfntepowa	319	7	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	319	8	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	319	9	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	319	10	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	319	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	319	12	selected	select	VBN
work_gxb3jgybnreolk7frlfntepowa	319	13	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	319	14	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	319	15	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	319	16	compact	compact	JJ
work_gxb3jgybnreolk7frlfntepowa	319	17	representation	representation	NN
work_gxb3jgybnreolk7frlfntepowa	319	18	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	319	19	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	319	20	raw	raw	JJ
work_gxb3jgybnreolk7frlfntepowa	319	21	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	319	22	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	319	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	319	24	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	319	25	thus	thus	RB
work_gxb3jgybnreolk7frlfntepowa	319	26	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	319	27	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	319	28	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	319	29	space	space	NN
work_gxb3jgybnreolk7frlfntepowa	319	30	complexities	complexity	NNS
work_gxb3jgybnreolk7frlfntepowa	319	31	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	319	32	making	make	VBG
work_gxb3jgybnreolk7frlfntepowa	319	33	recommendations	recommendation	NNS
work_gxb3jgybnreolk7frlfntepowa	319	34	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	319	35	quite	quite	RB
work_gxb3jgybnreolk7frlfntepowa	319	36	low	low	JJ
work_gxb3jgybnreolk7frlfntepowa	319	37	.	.	.
work_gxb3jgybnreolk7frlfntepowa	320	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	320	2	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	320	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	320	4	our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	320	5	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	320	6	yields	yield	NNS
work_gxb3jgybnreolk7frlfntepowa	320	7	superior	superior	JJ
work_gxb3jgybnreolk7frlfntepowa	320	8	results	result	NNS
work_gxb3jgybnreolk7frlfntepowa	320	9	compared	compare	VBN
work_gxb3jgybnreolk7frlfntepowa	320	10	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	320	11	memory	memory	NN
work_gxb3jgybnreolk7frlfntepowa	320	12	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	320	13	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	320	14	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	320	15	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	320	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	320	17	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	320	18	previous	previous	JJ
work_gxb3jgybnreolk7frlfntepowa	320	19	hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	320	20	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	320	21	models	model	NNS
work_gxb3jgybnreolk7frlfntepowa	320	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	321	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	321	2	NMAE	nmae	JJ
work_gxb3jgybnreolk7frlfntepowa	321	3	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	321	4	induced	induce	VBN
work_gxb3jgybnreolk7frlfntepowa	321	5	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	321	6	our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	321	7	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	321	8	indicate	indicate	VBP
work_gxb3jgybnreolk7frlfntepowa	321	9	that	that	WDT
work_gxb3jgybnreolk7frlfntepowa	321	10	predicted	predict	VBD
work_gxb3jgybnreolk7frlfntepowa	321	11	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	321	12	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	321	13	will	will	MD
work_gxb3jgybnreolk7frlfntepowa	321	14	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	321	15	within	within	IN
work_gxb3jgybnreolk7frlfntepowa	321	16	roughly	roughly	RB
work_gxb3jgybnreolk7frlfntepowa	321	17	15	15	CD
work_gxb3jgybnreolk7frlfntepowa	321	18	%	%	NN
work_gxb3jgybnreolk7frlfntepowa	321	19	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	321	20	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	321	21	true	true	JJ
work_gxb3jgybnreolk7frlfntepowa	321	22	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	321	23	values	value	NNS
work_gxb3jgybnreolk7frlfntepowa	321	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	322	1	So	so	RB
work_gxb3jgybnreolk7frlfntepowa	322	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	322	3	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	322	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	322	5	predicted	predict	VBN
work_gxb3jgybnreolk7frlfntepowa	322	6	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	322	7	well	well	RB
work_gxb3jgybnreolk7frlfntepowa	322	8	above	above	IN
work_gxb3jgybnreolk7frlfntepowa	322	9	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	322	10	mean	mean	NN
work_gxb3jgybnreolk7frlfntepowa	322	11	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	322	12	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	322	13	new	new	JJ
work_gxb3jgybnreolk7frlfntepowa	322	14	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	322	15	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	322	16	many	many	JJ
work_gxb3jgybnreolk7frlfntepowa	322	17	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	322	18	will	will	MD
work_gxb3jgybnreolk7frlfntepowa	322	19	correspond	correspond	VB
work_gxb3jgybnreolk7frlfntepowa	322	20	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	322	21	desirable	desirable	VB
work_gxb3jgybnreolk7frlfntepowa	322	22	items	item	NNS
work_gxb3jgybnreolk7frlfntepowa	322	23	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	322	24	that	that	DT
work_gxb3jgybnreolk7frlfntepowa	322	25	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	322	26	.	.	.
work_gxb3jgybnreolk7frlfntepowa	323	1	These	these	DT
work_gxb3jgybnreolk7frlfntepowa	323	2	accuracies	accuracy	NNS
work_gxb3jgybnreolk7frlfntepowa	323	3	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	323	4	comparable	comparable	JJ
work_gxb3jgybnreolk7frlfntepowa	323	5	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	323	6	those	those	DT
work_gxb3jgybnreolk7frlfntepowa	323	7	reported	report	VBN
work_gxb3jgybnreolk7frlfntepowa	323	8	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	323	9	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	323	10	completely	completely	RB
work_gxb3jgybnreolk7frlfntepowa	323	11	different	different	JJ
work_gxb3jgybnreolk7frlfntepowa	323	12	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	323	13	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	323	14	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	323	15	jokes	jokes	NNP
work_gxb3jgybnreolk7frlfntepowa	323	16	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	323	17	;	;	:
work_gxb3jgybnreolk7frlfntepowa	323	18	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	323	19	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	323	20	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	323	21	Goldberg	Goldberg	NNP
work_gxb3jgybnreolk7frlfntepowa	323	22	et	et	FW
work_gxb3jgybnreolk7frlfntepowa	323	23	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	323	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	324	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	324	2	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	324	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	324	4	show	show	NN
work_gxb3jgybnreolk7frlfntepowa	324	5	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	324	6	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	324	7	0.187	0.187	CD
work_gxb3jgybnreolk7frlfntepowa	324	8	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	324	9	0.237	0.237	CD
work_gxb3jgybnreolk7frlfntepowa	324	10	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	324	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	324	12	20	20	CD
work_gxb3jgybnreolk7frlfntepowa	324	13	unit	unit	NN
work_gxb3jgybnreolk7frlfntepowa	324	14	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	324	15	scale	scale	NN
work_gxb3jgybnreolk7frlfntepowa	324	16	[	[	-LRB-
work_gxb3jgybnreolk7frlfntepowa	324	17	210	210	CD
work_gxb3jgybnreolk7frlfntepowa	324	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	324	19	þ10	þ10	NN
work_gxb3jgybnreolk7frlfntepowa	324	20	]	]	-RRB-
work_gxb3jgybnreolk7frlfntepowa	324	21	.	.	.
work_gxb3jgybnreolk7frlfntepowa	325	1	Herlocker	Herlocker	NNP
work_gxb3jgybnreolk7frlfntepowa	325	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	325	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	325	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	326	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	326	2	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	326	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	326	4	report	report	NN
work_gxb3jgybnreolk7frlfntepowa	326	5	MAE	MAE	NNP
work_gxb3jgybnreolk7frlfntepowa	326	6	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	326	7	0.768	0.768	CD
work_gxb3jgybnreolk7frlfntepowa	326	8	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	326	9	0.828	0.828	CD
work_gxb3jgybnreolk7frlfntepowa	326	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	327	1	When	when	WRB
work_gxb3jgybnreolk7frlfntepowa	327	2	these	these	DT
work_gxb3jgybnreolk7frlfntepowa	327	3	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	327	4	normal-	normal-	RB
work_gxb3jgybnreolk7frlfntepowa	327	5	ized	ize	VBN
work_gxb3jgybnreolk7frlfntepowa	327	6	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	327	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	327	8	4	4	CD
work_gxb3jgybnreolk7frlfntepowa	327	9	unit	unit	NN
work_gxb3jgybnreolk7frlfntepowa	327	10	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	327	11	scale	scale	NN
work_gxb3jgybnreolk7frlfntepowa	327	12	[	[	-LRB-
work_gxb3jgybnreolk7frlfntepowa	327	13	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	327	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	327	15	5	5	CD
work_gxb3jgybnreolk7frlfntepowa	327	16	]	]	-RRB-
work_gxb3jgybnreolk7frlfntepowa	327	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	327	18	they	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	327	19	yield	yield	VBP
work_gxb3jgybnreolk7frlfntepowa	327	20	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	327	21	from	from	IN
work_gxb3jgybnreolk7frlfntepowa	327	22	0.192	0.192	CD
work_gxb3jgybnreolk7frlfntepowa	327	23	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	327	24	0.207	0.207	CD
work_gxb3jgybnreolk7frlfntepowa	327	25	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	327	26	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	327	27	same	same	JJ
work_gxb3jgybnreolk7frlfntepowa	327	28	MovieLens	MovieLens	NNP
work_gxb3jgybnreolk7frlfntepowa	327	29	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	327	30	set	set	NN
work_gxb3jgybnreolk7frlfntepowa	327	31	.	.	.
work_gxb3jgybnreolk7frlfntepowa	328	1	According	accord	VBG
work_gxb3jgybnreolk7frlfntepowa	328	2	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	328	3	Goldberg	Goldberg	NNP
work_gxb3jgybnreolk7frlfntepowa	328	4	et	et	FW
work_gxb3jgybnreolk7frlfntepowa	328	5	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	328	6	.	.	.
work_gxb3jgybnreolk7frlfntepowa	329	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	329	2	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	329	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	329	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	329	5	if	if	IN
work_gxb3jgybnreolk7frlfntepowa	329	6	user	user	NN
work_gxb3jgybnreolk7frlfntepowa	329	7	ratings	rating	NNS
work_gxb3jgybnreolk7frlfntepowa	329	8	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	329	9	distributed	distribute	VBN
work_gxb3jgybnreolk7frlfntepowa	329	10	uniformly	uniformly	JJ
work_gxb3jgybnreolk7frlfntepowa	329	11	or	or	CC
work_gxb3jgybnreolk7frlfntepowa	329	12	normally	normally	RB
work_gxb3jgybnreolk7frlfntepowa	329	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	329	14	random	random	JJ
work_gxb3jgybnreolk7frlfntepowa	329	15	predictions	prediction	NNS
work_gxb3jgybnreolk7frlfntepowa	329	16	yield	yield	VBP
work_gxb3jgybnreolk7frlfntepowa	329	17	NMAE	NMAE	NNP
work_gxb3jgybnreolk7frlfntepowa	329	18	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	329	19	33	33	CD
work_gxb3jgybnreolk7frlfntepowa	329	20	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	329	21	28	28	CD
work_gxb3jgybnreolk7frlfntepowa	329	22	%	%	NN
work_gxb3jgybnreolk7frlfntepowa	329	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	329	24	respectively	respectively	RB
work_gxb3jgybnreolk7frlfntepowa	329	25	.	.	.
work_gxb3jgybnreolk7frlfntepowa	330	1	Our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	330	2	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	330	3	also	also	RB
work_gxb3jgybnreolk7frlfntepowa	330	4	yields	yield	VBZ
work_gxb3jgybnreolk7frlfntepowa	330	5	superior	superior	JJ
work_gxb3jgybnreolk7frlfntepowa	330	6	performance	performance	NN
work_gxb3jgybnreolk7frlfntepowa	330	7	when	when	WRB
work_gxb3jgybnreolk7frlfntepowa	330	8	compared	compare	VBN
work_gxb3jgybnreolk7frlfntepowa	330	9	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	330	10	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	330	11	traditional	traditional	JJ
work_gxb3jgybnreolk7frlfntepowa	330	12	memory-	memory-	NN
work_gxb3jgybnreolk7frlfntepowa	330	13	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	330	14	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	330	15	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	330	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	330	17	other	other	JJ
work_gxb3jgybnreolk7frlfntepowa	330	18	NN	NN	NNP
work_gxb3jgybnreolk7frlfntepowa	330	19	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	330	20	induction	induction	NN
work_gxb3jgybnreolk7frlfntepowa	330	21	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	330	22	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	330	23	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	330	24	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	330	25	.	.	.
work_gxb3jgybnreolk7frlfntepowa	331	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	331	2	suggests	suggest	VBZ
work_gxb3jgybnreolk7frlfntepowa	331	3	that	that	IN
work_gxb3jgybnreolk7frlfntepowa	331	4	there	there	EX
work_gxb3jgybnreolk7frlfntepowa	331	5	is	be	VBZ
work_gxb3jgybnreolk7frlfntepowa	331	6	room	room	NN
work_gxb3jgybnreolk7frlfntepowa	331	7	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	331	8	improved	improved	JJ
work_gxb3jgybnreolk7frlfntepowa	331	9	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	331	10	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	331	11	all	all	DT
work_gxb3jgybnreolk7frlfntepowa	331	12	current	current	JJ
work_gxb3jgybnreolk7frlfntepowa	331	13	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	331	14	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	331	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	332	1	We	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	332	2	are	be	VBP
work_gxb3jgybnreolk7frlfntepowa	332	3	experimenting	experiment	VBG
work_gxb3jgybnreolk7frlfntepowa	332	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	332	5	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	332	6	number	number	NN
work_gxb3jgybnreolk7frlfntepowa	332	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	332	8	variations	variation	NNS
work_gxb3jgybnreolk7frlfntepowa	332	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	332	10	such	such	JJ
work_gxb3jgybnreolk7frlfntepowa	332	11	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	332	12	k	k	NN
work_gxb3jgybnreolk7frlfntepowa	332	13	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	332	14	means	means	NN
work_gxb3jgybnreolk7frlfntepowa	332	15	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	332	16	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	332	17	hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	332	18	approaches	approach	NNS
work_gxb3jgybnreolk7frlfntepowa	332	19	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	332	20	adaptive	adaptive	JJ
work_gxb3jgybnreolk7frlfntepowa	332	21	online	online	JJ
work_gxb3jgybnreolk7frlfntepowa	332	22	weighting	weighting	NN
work_gxb3jgybnreolk7frlfntepowa	332	23	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	332	24	further	further	RB
work_gxb3jgybnreolk7frlfntepowa	332	25	improve	improve	VB
work_gxb3jgybnreolk7frlfntepowa	332	26	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	332	27	without	without	IN
work_gxb3jgybnreolk7frlfntepowa	332	28	altering	alter	VBG
work_gxb3jgybnreolk7frlfntepowa	332	29	online	online	JJ
work_gxb3jgybnreolk7frlfntepowa	332	30	computation	computation	NN
work_gxb3jgybnreolk7frlfntepowa	332	31	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	332	32	.	.	.
work_gxb3jgybnreolk7frlfntepowa	333	1	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	333	2	study	study	NN
work_gxb3jgybnreolk7frlfntepowa	333	3	compares	compare	VBZ
work_gxb3jgybnreolk7frlfntepowa	333	4	several	several	JJ
work_gxb3jgybnreolk7frlfntepowa	333	5	computational	computational	JJ
work_gxb3jgybnreolk7frlfntepowa	333	6	approaches	approach	NNS
work_gxb3jgybnreolk7frlfntepowa	333	7	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	333	8	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	333	9	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	333	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	333	11	considering	consider	VBG
work_gxb3jgybnreolk7frlfntepowa	333	12	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	333	13	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	333	14	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	333	15	response	response	NN
work_gxb3jgybnreolk7frlfntepowa	333	16	speed	speed	NN
work_gxb3jgybnreolk7frlfntepowa	333	17	simul-	simul-	NN
work_gxb3jgybnreolk7frlfntepowa	333	18	taneously	taneously	RB
work_gxb3jgybnreolk7frlfntepowa	333	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	334	1	Especially	especially	RB
work_gxb3jgybnreolk7frlfntepowa	334	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	334	3	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	334	4	mining	mining	NN
work_gxb3jgybnreolk7frlfntepowa	334	5	techniques	technique	NNS
work_gxb3jgybnreolk7frlfntepowa	334	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	334	7	such	such	JJ
work_gxb3jgybnreolk7frlfntepowa	334	8	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	334	9	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	334	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	334	11	NN	NN	NNP
work_gxb3jgybnreolk7frlfntepowa	334	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	334	13	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	334	14	have	have	VBP
work_gxb3jgybnreolk7frlfntepowa	334	15	shown	show	VBN
work_gxb3jgybnreolk7frlfntepowa	334	16	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	334	17	potential	potential	NN
work_gxb3jgybnreolk7frlfntepowa	334	18	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	334	19	improving	improve	VBG
work_gxb3jgybnreolk7frlfntepowa	334	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	335	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	335	2	promising	promising	JJ
work_gxb3jgybnreolk7frlfntepowa	335	3	potential	potential	NN
work_gxb3jgybnreolk7frlfntepowa	335	4	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	335	5	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	335	6	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	335	7	can	can	MD
work_gxb3jgybnreolk7frlfntepowa	335	8	be	be	VB
work_gxb3jgybnreolk7frlfntepowa	335	9	investigated	investigate	VBN
work_gxb3jgybnreolk7frlfntepowa	335	10	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	335	11	integrating	integrate	VBG
work_gxb3jgybnreolk7frlfntepowa	335	12	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	335	13	product	product	NN
work_gxb3jgybnreolk7frlfntepowa	335	14	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	335	15	customer	customer	NN
work_gxb3jgybnreolk7frlfntepowa	335	16	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	335	17	specific	specific	JJ
work_gxb3jgybnreolk7frlfntepowa	335	18	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	335	19	profiling	profiling	NN
work_gxb3jgybnreolk7frlfntepowa	335	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	335	21	implicit	implicit	JJ
work_gxb3jgybnreolk7frlfntepowa	335	22	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	335	23	analysis	analysis	NN
work_gxb3jgybnreolk7frlfntepowa	335	24	such	such	JJ
work_gxb3jgybnreolk7frlfntepowa	335	25	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	335	26	web	web	NN
work_gxb3jgybnreolk7frlfntepowa	335	27	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	335	28	page	page	NN
work_gxb3jgybnreolk7frlfntepowa	335	29	navigation	navigation	NN
work_gxb3jgybnreolk7frlfntepowa	335	30	history	history	NN
work_gxb3jgybnreolk7frlfntepowa	335	31	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	335	32	retrieval	retrieval	NN
work_gxb3jgybnreolk7frlfntepowa	335	33	technology	technology	NN
work_gxb3jgybnreolk7frlfntepowa	335	34	.	.	.
work_gxb3jgybnreolk7frlfntepowa	336	1	In	in	IN
work_gxb3jgybnreolk7frlfntepowa	336	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	336	3	future	future	JJ
work_gxb3jgybnreolk7frlfntepowa	336	4	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	336	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	336	6	we	-PRON-	PRP
work_gxb3jgybnreolk7frlfntepowa	336	7	will	will	MD
work_gxb3jgybnreolk7frlfntepowa	336	8	suggest	suggest	VB
work_gxb3jgybnreolk7frlfntepowa	336	9	hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	336	10	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	336	11	algor-	algor-	IN
work_gxb3jgybnreolk7frlfntepowa	336	12	ithms	ithm	NNS
work_gxb3jgybnreolk7frlfntepowa	336	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	336	14	try	try	VB
work_gxb3jgybnreolk7frlfntepowa	336	15	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	336	16	apply	apply	VB
work_gxb3jgybnreolk7frlfntepowa	336	17	our	-PRON-	PRP$
work_gxb3jgybnreolk7frlfntepowa	336	18	model	model	NN
work_gxb3jgybnreolk7frlfntepowa	336	19	into	into	IN
work_gxb3jgybnreolk7frlfntepowa	336	20	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	336	21	real	real	JJ
work_gxb3jgybnreolk7frlfntepowa	336	22	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	336	23	world	world	NN
work_gxb3jgybnreolk7frlfntepowa	336	24	personalized	personalize	VBN
work_gxb3jgybnreolk7frlfntepowa	336	25	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	336	26	site	site	NN
work_gxb3jgybnreolk7frlfntepowa	336	27	.	.	.
work_gxb3jgybnreolk7frlfntepowa	337	1	Acknowledgements	acknowledgement	NNS
work_gxb3jgybnreolk7frlfntepowa	337	2	This	this	DT
work_gxb3jgybnreolk7frlfntepowa	337	3	research	research	NN
work_gxb3jgybnreolk7frlfntepowa	337	4	was	be	VBD
work_gxb3jgybnreolk7frlfntepowa	337	5	financially	financially	RB
work_gxb3jgybnreolk7frlfntepowa	337	6	supported	support	VBN
work_gxb3jgybnreolk7frlfntepowa	337	7	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	337	8	Han	Han	NNP
work_gxb3jgybnreolk7frlfntepowa	337	9	Sung	Sung	NNP
work_gxb3jgybnreolk7frlfntepowa	337	10	University	University	NNP
work_gxb3jgybnreolk7frlfntepowa	337	11	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	337	12	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	337	13	year	year	NN
work_gxb3jgybnreolk7frlfntepowa	337	14	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	337	15	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	337	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	338	1	References	References	NNPS
work_gxb3jgybnreolk7frlfntepowa	338	2	Aamodt	Aamodt	NNP
work_gxb3jgybnreolk7frlfntepowa	338	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	338	4	A.	a.	NN
work_gxb3jgybnreolk7frlfntepowa	338	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	338	6	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	338	7	Plaza	Plaza	NNP
work_gxb3jgybnreolk7frlfntepowa	338	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	338	9	E.	E.	NNP
work_gxb3jgybnreolk7frlfntepowa	338	10	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	338	11	1994	1994	CD
work_gxb3jgybnreolk7frlfntepowa	338	12	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	338	13	.	.	.
work_gxb3jgybnreolk7frlfntepowa	339	1	Case	case	NN
work_gxb3jgybnreolk7frlfntepowa	339	2	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	339	3	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	339	4	reasoning	reasoning	NN
work_gxb3jgybnreolk7frlfntepowa	339	5	:	:	:
work_gxb3jgybnreolk7frlfntepowa	339	6	Foundational	foundational	JJ
work_gxb3jgybnreolk7frlfntepowa	339	7	issues	issue	NNS
work_gxb3jgybnreolk7frlfntepowa	339	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	339	9	methodological	methodological	JJ
work_gxb3jgybnreolk7frlfntepowa	339	10	variations	variation	NNS
work_gxb3jgybnreolk7frlfntepowa	339	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	339	12	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	339	13	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	339	14	approaches	approach	NNS
work_gxb3jgybnreolk7frlfntepowa	339	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	340	1	Artificial	Artificial	NNP
work_gxb3jgybnreolk7frlfntepowa	340	2	Intelligence	Intelligence	NNP
work_gxb3jgybnreolk7frlfntepowa	340	3	Communications	Communications	NNP
work_gxb3jgybnreolk7frlfntepowa	340	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	340	5	7(1	7(1	NNP
work_gxb3jgybnreolk7frlfntepowa	340	6	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	340	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	340	8	39	39	CD
work_gxb3jgybnreolk7frlfntepowa	340	9	–	–	:
work_gxb3jgybnreolk7frlfntepowa	340	10	59	59	CD
work_gxb3jgybnreolk7frlfntepowa	340	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	341	1	Balabanovı́c	Balabanovı́c	NNP
work_gxb3jgybnreolk7frlfntepowa	341	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	341	3	M.	M.	NNP
work_gxb3jgybnreolk7frlfntepowa	341	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	341	5	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	341	6	Shoham	Shoham	NNP
work_gxb3jgybnreolk7frlfntepowa	341	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	341	8	Y.	Y.	NNP
work_gxb3jgybnreolk7frlfntepowa	342	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	342	2	1997	1997	CD
work_gxb3jgybnreolk7frlfntepowa	342	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	342	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	343	1	Fab	Fab	NNP
work_gxb3jgybnreolk7frlfntepowa	343	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	343	3	Content	content	NN
work_gxb3jgybnreolk7frlfntepowa	343	4	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	343	5	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	343	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	343	7	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	343	8	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	343	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	344	1	Communications	communication	NNS
work_gxb3jgybnreolk7frlfntepowa	344	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	344	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	344	4	ACM	ACM	NNP
work_gxb3jgybnreolk7frlfntepowa	344	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	344	6	40(3	40(3	CD
work_gxb3jgybnreolk7frlfntepowa	344	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	344	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	344	9	66	66	CD
work_gxb3jgybnreolk7frlfntepowa	344	10	–	–	:
work_gxb3jgybnreolk7frlfntepowa	344	11	72	72	CD
work_gxb3jgybnreolk7frlfntepowa	344	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	345	1	Basu	Basu	NNP
work_gxb3jgybnreolk7frlfntepowa	345	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	345	3	C.	C.	NNP
work_gxb3jgybnreolk7frlfntepowa	345	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	345	5	Hirsh	Hirsh	NNP
work_gxb3jgybnreolk7frlfntepowa	345	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	345	7	H.	H.	NNP
work_gxb3jgybnreolk7frlfntepowa	345	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	345	9	Cohen	Cohen	NNP
work_gxb3jgybnreolk7frlfntepowa	345	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	345	11	W.	W.	NNP
work_gxb3jgybnreolk7frlfntepowa	345	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	345	13	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	345	14	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	345	15	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	345	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	346	1	Recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	346	2	as	as	IN
work_gxb3jgybnreolk7frlfntepowa	346	3	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	346	4	:	:	:
work_gxb3jgybnreolk7frlfntepowa	346	5	Using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	346	6	social	social	JJ
work_gxb3jgybnreolk7frlfntepowa	346	7	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	346	8	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	346	9	base	base	NN
work_gxb3jgybnreolk7frlfntepowa	346	10	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	346	11	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	346	12	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	346	13	.	.	.
work_gxb3jgybnreolk7frlfntepowa	347	1	Proceedings	proceeding	NNS
work_gxb3jgybnreolk7frlfntepowa	347	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	347	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	347	4	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	347	5	Workshop	Workshop	NNP
work_gxb3jgybnreolk7frlfntepowa	347	6	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	347	7	Recommender	Recommender	NNP
work_gxb3jgybnreolk7frlfntepowa	347	8	Systems	Systems	NNP
work_gxb3jgybnreolk7frlfntepowa	347	9	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	347	10	pp.11	pp.11	NNP
work_gxb3jgybnreolk7frlfntepowa	347	11	–	–	:
work_gxb3jgybnreolk7frlfntepowa	347	12	15	15	CD
work_gxb3jgybnreolk7frlfntepowa	347	13	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	347	14	Bradley	Bradley	NNP
work_gxb3jgybnreolk7frlfntepowa	347	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	347	16	P.	P.	NNP
work_gxb3jgybnreolk7frlfntepowa	347	17	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	347	18	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	347	19	1994	1994	CD
work_gxb3jgybnreolk7frlfntepowa	347	20	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	347	21	.	.	.
work_gxb3jgybnreolk7frlfntepowa	348	1	Case	case	NN
work_gxb3jgybnreolk7frlfntepowa	348	2	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	348	3	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	348	4	reasoning	reasoning	NN
work_gxb3jgybnreolk7frlfntepowa	348	5	:	:	:
work_gxb3jgybnreolk7frlfntepowa	348	6	Business	business	NN
work_gxb3jgybnreolk7frlfntepowa	348	7	applications	application	NNS
work_gxb3jgybnreolk7frlfntepowa	348	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	349	1	Communication	communication	NN
work_gxb3jgybnreolk7frlfntepowa	349	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	349	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	349	4	ACM	ACM	NNP
work_gxb3jgybnreolk7frlfntepowa	349	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	349	6	37(3	37(3	CD
work_gxb3jgybnreolk7frlfntepowa	349	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	349	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	349	9	40	40	CD
work_gxb3jgybnreolk7frlfntepowa	349	10	–	–	:
work_gxb3jgybnreolk7frlfntepowa	349	11	43	43	CD
work_gxb3jgybnreolk7frlfntepowa	349	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	350	1	Breese	Breese	NNP
work_gxb3jgybnreolk7frlfntepowa	350	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	350	3	J.S.	J.S.	NNP
work_gxb3jgybnreolk7frlfntepowa	350	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	350	5	Heckerman	Heckerman	NNP
work_gxb3jgybnreolk7frlfntepowa	350	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	350	7	D.	D.	NNP
work_gxb3jgybnreolk7frlfntepowa	350	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	350	9	Kadie	Kadie	NNP
work_gxb3jgybnreolk7frlfntepowa	350	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	350	11	C.	C.	NNP
work_gxb3jgybnreolk7frlfntepowa	350	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	350	13	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	350	14	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	350	15	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	350	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	351	1	Empirical	empirical	JJ
work_gxb3jgybnreolk7frlfntepowa	351	2	analysis	analysis	NN
work_gxb3jgybnreolk7frlfntepowa	351	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	351	4	predictive	predictive	JJ
work_gxb3jgybnreolk7frlfntepowa	351	5	algorithms	algorithm	NNS
work_gxb3jgybnreolk7frlfntepowa	351	6	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	351	7	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	351	8	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	351	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	352	1	Proceedings	proceeding	NNS
work_gxb3jgybnreolk7frlfntepowa	352	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	352	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	352	4	14th	14th	JJ
work_gxb3jgybnreolk7frlfntepowa	352	5	Conference	Conference	NNP
work_gxb3jgybnreolk7frlfntepowa	352	6	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	352	7	Uncertainty	Uncertainty	NNP
work_gxb3jgybnreolk7frlfntepowa	352	8	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	352	9	Artificial	Artificial	NNP
work_gxb3jgybnreolk7frlfntepowa	352	10	Intelligence	Intelligence	NNP
work_gxb3jgybnreolk7frlfntepowa	352	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	352	12	UAI-98	UAI-98	NNS
work_gxb3jgybnreolk7frlfntepowa	352	13	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	352	14	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	352	15	pp	pp	NNP
work_gxb3jgybnreolk7frlfntepowa	352	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	353	1	43	43	CD
work_gxb3jgybnreolk7frlfntepowa	353	2	–	–	:
work_gxb3jgybnreolk7frlfntepowa	353	3	52	52	CD
work_gxb3jgybnreolk7frlfntepowa	353	4	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	353	5	Chiu	Chiu	NNP
work_gxb3jgybnreolk7frlfntepowa	353	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	353	7	C.	C.	NNP
work_gxb3jgybnreolk7frlfntepowa	353	8	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	353	9	2002	2002	CD
work_gxb3jgybnreolk7frlfntepowa	353	10	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	353	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	354	1	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	354	2	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	354	3	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	354	4	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	354	5	customer	customer	NN
work_gxb3jgybnreolk7frlfntepowa	354	6	classification	classification	NN
work_gxb3jgybnreolk7frlfntepowa	354	7	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	354	8	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	354	9	direct	direct	JJ
work_gxb3jgybnreolk7frlfntepowa	354	10	marketing	marketing	NN
work_gxb3jgybnreolk7frlfntepowa	354	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	355	1	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	355	2	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	355	3	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	355	4	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	355	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	355	6	22(2	22(2	CD
work_gxb3jgybnreolk7frlfntepowa	355	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	355	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	355	9	163	163	CD
work_gxb3jgybnreolk7frlfntepowa	355	10	–	–	SYM
work_gxb3jgybnreolk7frlfntepowa	355	11	168	168	CD
work_gxb3jgybnreolk7frlfntepowa	355	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	356	1	Fig	fig	NN
work_gxb3jgybnreolk7frlfntepowa	356	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	357	1	7	7	LS
work_gxb3jgybnreolk7frlfntepowa	357	2	.	.	.
work_gxb3jgybnreolk7frlfntepowa	358	1	ROC	ROC	NNP
work_gxb3jgybnreolk7frlfntepowa	358	2	curve	curve	NN
work_gxb3jgybnreolk7frlfntepowa	358	3	comparison	comparison	NN
work_gxb3jgybnreolk7frlfntepowa	358	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	358	5	CF	CF	NNP
work_gxb3jgybnreolk7frlfntepowa	358	6	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	358	7	protocols	protocol	NNS
work_gxb3jgybnreolk7frlfntepowa	358	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	359	1	Upper	upper	JJ
work_gxb3jgybnreolk7frlfntepowa	359	2	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	359	3	indicates	indicate	VBZ
work_gxb3jgybnreolk7frlfntepowa	359	4	more	more	JJR
work_gxb3jgybnreolk7frlfntepowa	359	5	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	359	6	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	359	7	.	.	.
work_gxb3jgybnreolk7frlfntepowa	360	1	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	361	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	361	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	361	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	361	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	362	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	362	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	362	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	362	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	362	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	362	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	362	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	362	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	362	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	362	10	413–423422	413–423422	CD
work_gxb3jgybnreolk7frlfntepowa	362	11	Cho	Cho	NNP
work_gxb3jgybnreolk7frlfntepowa	362	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	362	13	Y.	Y.	NNP
work_gxb3jgybnreolk7frlfntepowa	362	14	H.	H.	NNP
work_gxb3jgybnreolk7frlfntepowa	362	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	362	16	Kim	Kim	NNP
work_gxb3jgybnreolk7frlfntepowa	362	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	362	18	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	362	19	K.	K.	NNP
work_gxb3jgybnreolk7frlfntepowa	362	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	362	21	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	362	22	Kim	Kim	NNP
work_gxb3jgybnreolk7frlfntepowa	362	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	362	24	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	362	25	H.	H.	NNP
work_gxb3jgybnreolk7frlfntepowa	362	26	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	362	27	2002	2002	CD
work_gxb3jgybnreolk7frlfntepowa	362	28	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	362	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	363	1	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	363	2	personalized	personalized	JJ
work_gxb3jgybnreolk7frlfntepowa	363	3	recommender	recommender	NN
work_gxb3jgybnreolk7frlfntepowa	363	4	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	363	5	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	363	6	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	363	7	web	web	NN
work_gxb3jgybnreolk7frlfntepowa	363	8	usage	usage	NN
work_gxb3jgybnreolk7frlfntepowa	363	9	mining	mining	NN
work_gxb3jgybnreolk7frlfntepowa	363	10	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	363	11	decision	decision	NN
work_gxb3jgybnreolk7frlfntepowa	363	12	tree	tree	NN
work_gxb3jgybnreolk7frlfntepowa	363	13	induction	induction	NN
work_gxb3jgybnreolk7frlfntepowa	363	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	364	1	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	364	2	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	364	3	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	364	4	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	364	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	364	6	23(3	23(3	CD
work_gxb3jgybnreolk7frlfntepowa	364	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	364	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	364	9	329	329	CD
work_gxb3jgybnreolk7frlfntepowa	364	10	–	–	:
work_gxb3jgybnreolk7frlfntepowa	364	11	342	342	CD
work_gxb3jgybnreolk7frlfntepowa	364	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	365	1	Choy	Choy	NNP
work_gxb3jgybnreolk7frlfntepowa	365	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	365	3	K.	K.	NNP
work_gxb3jgybnreolk7frlfntepowa	365	4	L.	L.	NNP
work_gxb3jgybnreolk7frlfntepowa	365	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	365	6	Lee	Lee	NNP
work_gxb3jgybnreolk7frlfntepowa	365	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	365	8	W.	W.	NNP
work_gxb3jgybnreolk7frlfntepowa	365	9	B.	B.	NNP
work_gxb3jgybnreolk7frlfntepowa	365	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	365	11	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	365	12	Lo	Lo	NNP
work_gxb3jgybnreolk7frlfntepowa	365	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	365	14	V.	V.	NNP
work_gxb3jgybnreolk7frlfntepowa	365	15	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	365	16	2002	2002	CD
work_gxb3jgybnreolk7frlfntepowa	365	17	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	365	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	366	1	Development	development	NN
work_gxb3jgybnreolk7frlfntepowa	366	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	366	3	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	366	4	case	case	NN
work_gxb3jgybnreolk7frlfntepowa	366	5	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	366	6	intelligent	intelligent	JJ
work_gxb3jgybnreolk7frlfntepowa	366	7	customer	customer	NN
work_gxb3jgybnreolk7frlfntepowa	366	8	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	366	9	upplier	uppli	JJR
work_gxb3jgybnreolk7frlfntepowa	366	10	relationship	relationship	NN
work_gxb3jgybnreolk7frlfntepowa	366	11	management	management	NN
work_gxb3jgybnreolk7frlfntepowa	366	12	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	366	13	.	.	.
work_gxb3jgybnreolk7frlfntepowa	367	1	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	367	2	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	367	3	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	367	4	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	367	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	367	6	23(3	23(3	CD
work_gxb3jgybnreolk7frlfntepowa	367	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	367	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	367	9	281	281	CD
work_gxb3jgybnreolk7frlfntepowa	367	10	–	–	:
work_gxb3jgybnreolk7frlfntepowa	367	11	297	297	CD
work_gxb3jgybnreolk7frlfntepowa	367	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	368	1	Claypool	Claypool	NNP
work_gxb3jgybnreolk7frlfntepowa	368	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	3	M.	M.	NNP
work_gxb3jgybnreolk7frlfntepowa	368	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	5	Gokhale	Gokhale	NNP
work_gxb3jgybnreolk7frlfntepowa	368	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	7	A.	A.	NNP
work_gxb3jgybnreolk7frlfntepowa	368	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	9	Miranda	Miranda	NNP
work_gxb3jgybnreolk7frlfntepowa	368	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	11	T.	T.	NNP
work_gxb3jgybnreolk7frlfntepowa	368	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	13	Murnikov	Murnikov	NNP
work_gxb3jgybnreolk7frlfntepowa	368	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	15	P.	P.	NNP
work_gxb3jgybnreolk7frlfntepowa	368	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	17	Netes	Netes	NNP
work_gxb3jgybnreolk7frlfntepowa	368	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	19	D.	D.	NNP
work_gxb3jgybnreolk7frlfntepowa	368	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	21	Sartin	Sartin	NNP
work_gxb3jgybnreolk7frlfntepowa	368	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	23	M.	M.	NNP
work_gxb3jgybnreolk7frlfntepowa	368	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	368	25	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	368	26	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	368	27	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	368	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	369	1	Combining	combine	VBG
work_gxb3jgybnreolk7frlfntepowa	369	2	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	369	3	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	369	4	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	369	5	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	369	6	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	369	7	filters	filter	NNS
work_gxb3jgybnreolk7frlfntepowa	369	8	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	369	9	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	369	10	online	online	JJ
work_gxb3jgybnreolk7frlfntepowa	369	11	newspaper	newspaper	NN
work_gxb3jgybnreolk7frlfntepowa	369	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	370	1	ACM	ACM	NNP
work_gxb3jgybnreolk7frlfntepowa	370	2	SIGIR’99	SIGIR’99	NNP
work_gxb3jgybnreolk7frlfntepowa	370	3	Workshop	Workshop	NNP
work_gxb3jgybnreolk7frlfntepowa	370	4	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	370	5	Recommender	Recommender	NNP
work_gxb3jgybnreolk7frlfntepowa	370	6	Systems	Systems	NNPS
work_gxb3jgybnreolk7frlfntepowa	370	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	370	8	Berkely	berkely	RB
work_gxb3jgybnreolk7frlfntepowa	370	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	370	10	CA	CA	NNP
work_gxb3jgybnreolk7frlfntepowa	370	11	Delgado	Delgado	NNP
work_gxb3jgybnreolk7frlfntepowa	370	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	370	13	P.J.	P.J.	NNP
work_gxb3jgybnreolk7frlfntepowa	370	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	370	15	Ishii	Ishii	NNP
work_gxb3jgybnreolk7frlfntepowa	370	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	370	17	N.	N.	NNP
work_gxb3jgybnreolk7frlfntepowa	370	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	370	19	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	370	20	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	370	21	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	370	22	.	.	.
work_gxb3jgybnreolk7frlfntepowa	371	1	Memory	memory	NN
work_gxb3jgybnreolk7frlfntepowa	371	2	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	371	3	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	371	4	weighted	weighted	JJ
work_gxb3jgybnreolk7frlfntepowa	371	5	majority	majority	NN
work_gxb3jgybnreolk7frlfntepowa	371	6	prediction	prediction	NN
work_gxb3jgybnreolk7frlfntepowa	371	7	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	371	8	recommender	recommender	NN
work_gxb3jgybnreolk7frlfntepowa	371	9	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	371	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	372	1	SIGIR	SIGIR	NNP
work_gxb3jgybnreolk7frlfntepowa	372	2	Workshop	Workshop	NNP
work_gxb3jgybnreolk7frlfntepowa	372	3	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	372	4	Recommen-	Recommen-	NNP
work_gxb3jgybnreolk7frlfntepowa	372	5	der	der	NN
work_gxb3jgybnreolk7frlfntepowa	372	6	Systems	Systems	NNP
work_gxb3jgybnreolk7frlfntepowa	372	7	Goldberg	Goldberg	NNP
work_gxb3jgybnreolk7frlfntepowa	372	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	372	9	D.	D.	NNP
work_gxb3jgybnreolk7frlfntepowa	372	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	372	11	Nichols	Nichols	NNP
work_gxb3jgybnreolk7frlfntepowa	372	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	372	13	D.	D.	NNP
work_gxb3jgybnreolk7frlfntepowa	372	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	372	15	Oki	Oki	NNP
work_gxb3jgybnreolk7frlfntepowa	372	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	372	17	B.	B.	NNP
work_gxb3jgybnreolk7frlfntepowa	372	18	M.	M.	NNP
work_gxb3jgybnreolk7frlfntepowa	372	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	372	20	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	372	21	Terry	Terry	NNP
work_gxb3jgybnreolk7frlfntepowa	372	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	372	23	D.	D.	NNP
work_gxb3jgybnreolk7frlfntepowa	372	24	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	372	25	1992	1992	CD
work_gxb3jgybnreolk7frlfntepowa	372	26	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	372	27	.	.	.
work_gxb3jgybnreolk7frlfntepowa	373	1	Using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	373	2	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	373	3	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	373	4	to	to	TO
work_gxb3jgybnreolk7frlfntepowa	373	5	weave	weave	VB
work_gxb3jgybnreolk7frlfntepowa	373	6	an	an	DT
work_gxb3jgybnreolk7frlfntepowa	373	7	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	373	8	tapestry	tapestry	NN
work_gxb3jgybnreolk7frlfntepowa	373	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	374	1	Communi-	Communi-	NNP
work_gxb3jgybnreolk7frlfntepowa	374	2	cations	cation	NNS
work_gxb3jgybnreolk7frlfntepowa	374	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	374	4	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	374	5	ACM	ACM	NNP
work_gxb3jgybnreolk7frlfntepowa	374	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	374	7	35(12	35(12	CD
work_gxb3jgybnreolk7frlfntepowa	374	8	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	374	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	374	10	61	61	CD
work_gxb3jgybnreolk7frlfntepowa	374	11	–	–	:
work_gxb3jgybnreolk7frlfntepowa	374	12	70	70	CD
work_gxb3jgybnreolk7frlfntepowa	374	13	.	.	.
work_gxb3jgybnreolk7frlfntepowa	375	1	Goldberg	Goldberg	NNP
work_gxb3jgybnreolk7frlfntepowa	375	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	375	3	K.	K.	NNP
work_gxb3jgybnreolk7frlfntepowa	375	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	375	5	Roeder	Roeder	NNP
work_gxb3jgybnreolk7frlfntepowa	375	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	375	7	R.	R.	NNP
work_gxb3jgybnreolk7frlfntepowa	375	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	375	9	Gupta	Gupta	NNP
work_gxb3jgybnreolk7frlfntepowa	375	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	375	11	D.	D.	NNP
work_gxb3jgybnreolk7frlfntepowa	375	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	375	13	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	375	14	Perkins	Perkins	NNP
work_gxb3jgybnreolk7frlfntepowa	375	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	375	16	C.	C.	NNP
work_gxb3jgybnreolk7frlfntepowa	375	17	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	375	18	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	375	19	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	375	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	376	1	Eigentaste	eigentaste	VB
work_gxb3jgybnreolk7frlfntepowa	376	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	376	3	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	376	4	constant	constant	JJ
work_gxb3jgybnreolk7frlfntepowa	376	5	time	time	NN
work_gxb3jgybnreolk7frlfntepowa	376	6	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	376	7	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	376	8	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	376	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	377	1	Information	Information	NNP
work_gxb3jgybnreolk7frlfntepowa	377	2	Retrieval	Retrieval	NNP
work_gxb3jgybnreolk7frlfntepowa	377	3	Journal	Journal	NNP
work_gxb3jgybnreolk7frlfntepowa	377	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	377	5	4(2	4(2	NNP
work_gxb3jgybnreolk7frlfntepowa	377	6	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	377	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	377	8	133	133	CD
work_gxb3jgybnreolk7frlfntepowa	377	9	–	–	:
work_gxb3jgybnreolk7frlfntepowa	377	10	151	151	CD
work_gxb3jgybnreolk7frlfntepowa	377	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	378	1	Good	good	JJ
work_gxb3jgybnreolk7frlfntepowa	378	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	3	N.	N.	NNP
work_gxb3jgybnreolk7frlfntepowa	378	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	5	Schafer	Schafer	NNP
work_gxb3jgybnreolk7frlfntepowa	378	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	7	J.B.	J.B.	NNP
work_gxb3jgybnreolk7frlfntepowa	378	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	9	Konstan	Konstan	NNP
work_gxb3jgybnreolk7frlfntepowa	378	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	11	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	378	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	13	Borchers	Borchers	NNP
work_gxb3jgybnreolk7frlfntepowa	378	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	15	A.	a.	NN
work_gxb3jgybnreolk7frlfntepowa	378	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	17	Sarwar	Sarwar	NNP
work_gxb3jgybnreolk7frlfntepowa	378	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	19	B.	B.	NNP
work_gxb3jgybnreolk7frlfntepowa	378	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	21	Herlocker	Herlocker	NNP
work_gxb3jgybnreolk7frlfntepowa	378	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	23	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	378	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	25	Riedl	Riedl	NNP
work_gxb3jgybnreolk7frlfntepowa	378	26	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	27	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	378	28	,	,	,
work_gxb3jgybnreolk7frlfntepowa	378	29	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	378	30	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	378	31	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	378	32	.	.	.
work_gxb3jgybnreolk7frlfntepowa	379	1	Combining	combine	VBG
work_gxb3jgybnreolk7frlfntepowa	379	2	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	379	3	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	379	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	379	5	personal	personal	JJ
work_gxb3jgybnreolk7frlfntepowa	379	6	agents	agent	NNS
work_gxb3jgybnreolk7frlfntepowa	379	7	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	379	8	better	well	JJR
work_gxb3jgybnreolk7frlfntepowa	379	9	recommendations	recommendation	NNS
work_gxb3jgybnreolk7frlfntepowa	379	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	380	1	Proceedings	proceeding	NNS
work_gxb3jgybnreolk7frlfntepowa	380	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	380	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	380	4	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	380	5	Conference	Conference	NNP
work_gxb3jgybnreolk7frlfntepowa	380	6	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	380	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	380	8	American	American	NNP
work_gxb3jgybnreolk7frlfntepowa	380	9	Association	Association	NNP
work_gxb3jgybnreolk7frlfntepowa	380	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	380	11	Artificial	Artificial	NNP
work_gxb3jgybnreolk7frlfntepowa	380	12	Intelligence	Intelligence	NNP
work_gxb3jgybnreolk7frlfntepowa	380	13	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	380	14	AAAI-99	aaai-99	NN
work_gxb3jgybnreolk7frlfntepowa	380	15	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	380	16	Ha	ha	UH
work_gxb3jgybnreolk7frlfntepowa	380	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	380	18	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	380	19	H.	H.	NNP
work_gxb3jgybnreolk7frlfntepowa	380	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	380	21	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	380	22	Park	Park	NNP
work_gxb3jgybnreolk7frlfntepowa	380	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	380	24	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	380	25	C.	C.	NNP
work_gxb3jgybnreolk7frlfntepowa	380	26	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	380	27	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	380	28	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	380	29	.	.	.
work_gxb3jgybnreolk7frlfntepowa	381	1	Application	application	NN
work_gxb3jgybnreolk7frlfntepowa	381	2	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	381	3	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	381	4	mining	mining	NN
work_gxb3jgybnreolk7frlfntepowa	381	5	tool	tool	NN
work_gxb3jgybnreolk7frlfntepowa	381	6	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	381	7	hotel	hotel	NN
work_gxb3jgybnreolk7frlfntepowa	381	8	data	datum	NNS
work_gxb3jgybnreolk7frlfntepowa	381	9	mart	mart	NNP
work_gxb3jgybnreolk7frlfntepowa	381	10	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	381	11	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	381	12	Internet	internet	NN
work_gxb3jgybnreolk7frlfntepowa	381	13	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	381	14	database	database	NN
work_gxb3jgybnreolk7frlfntepowa	381	15	marketing	marketing	NN
work_gxb3jgybnreolk7frlfntepowa	381	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	382	1	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	382	2	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	382	3	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	382	4	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	382	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	382	6	15(1	15(1	CD
work_gxb3jgybnreolk7frlfntepowa	382	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	382	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	382	9	1	1	CD
work_gxb3jgybnreolk7frlfntepowa	382	10	–	–	SYM
work_gxb3jgybnreolk7frlfntepowa	382	11	31	31	CD
work_gxb3jgybnreolk7frlfntepowa	382	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	383	1	Herlocker	Herlocker	NNP
work_gxb3jgybnreolk7frlfntepowa	383	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	383	3	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	383	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	383	5	Konstan	Konstan	NNP
work_gxb3jgybnreolk7frlfntepowa	383	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	383	7	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	383	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	383	9	Borchers	Borchers	NNP
work_gxb3jgybnreolk7frlfntepowa	383	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	383	11	A.	A.	NNP
work_gxb3jgybnreolk7frlfntepowa	383	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	383	13	Riedl	Riedl	NNP
work_gxb3jgybnreolk7frlfntepowa	383	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	383	15	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	383	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	383	17	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	383	18	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	383	19	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	383	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	384	1	An	an	DT
work_gxb3jgybnreolk7frlfntepowa	384	2	algorithmic	algorithmic	JJ
work_gxb3jgybnreolk7frlfntepowa	384	3	framework	framework	NN
work_gxb3jgybnreolk7frlfntepowa	384	4	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	384	5	performing	perform	VBG
work_gxb3jgybnreolk7frlfntepowa	384	6	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	384	7	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	384	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	385	1	Proceedings	proceeding	NNS
work_gxb3jgybnreolk7frlfntepowa	385	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	385	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	385	4	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	385	5	Conference	Conference	NNP
work_gxb3jgybnreolk7frlfntepowa	385	6	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	385	7	Research	Research	NNP
work_gxb3jgybnreolk7frlfntepowa	385	8	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	385	9	Development	Development	NNP
work_gxb3jgybnreolk7frlfntepowa	385	10	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	385	11	Information	Information	NNP
work_gxb3jgybnreolk7frlfntepowa	385	12	Retrieval	Retrieval	NNP
work_gxb3jgybnreolk7frlfntepowa	385	13	Hill	Hill	NNP
work_gxb3jgybnreolk7frlfntepowa	385	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	385	15	W.	W.	NNP
work_gxb3jgybnreolk7frlfntepowa	385	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	385	17	Stead	Stead	NNP
work_gxb3jgybnreolk7frlfntepowa	385	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	385	19	L.	L.	NNP
work_gxb3jgybnreolk7frlfntepowa	385	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	385	21	Rosenstein	Rosenstein	NNP
work_gxb3jgybnreolk7frlfntepowa	385	22	,	,	,
work_gxb3jgybnreolk7frlfntepowa	385	23	M.	M.	NNP
work_gxb3jgybnreolk7frlfntepowa	385	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	385	25	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	385	26	Furnas	Furnas	NNP
work_gxb3jgybnreolk7frlfntepowa	385	27	,	,	,
work_gxb3jgybnreolk7frlfntepowa	385	28	G.	G.	NNP
work_gxb3jgybnreolk7frlfntepowa	385	29	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	385	30	1995	1995	CD
work_gxb3jgybnreolk7frlfntepowa	385	31	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	385	32	.	.	.
work_gxb3jgybnreolk7frlfntepowa	386	1	Recommending	recommend	VBG
work_gxb3jgybnreolk7frlfntepowa	386	2	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	386	3	evaluating	evaluate	VBG
work_gxb3jgybnreolk7frlfntepowa	386	4	choices	choice	NNS
work_gxb3jgybnreolk7frlfntepowa	386	5	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	386	6	a	a	DT
work_gxb3jgybnreolk7frlfntepowa	386	7	virtual	virtual	JJ
work_gxb3jgybnreolk7frlfntepowa	386	8	community	community	NN
work_gxb3jgybnreolk7frlfntepowa	386	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	386	10	use	use	NN
work_gxb3jgybnreolk7frlfntepowa	386	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	387	1	CHI	CHI	NNP
work_gxb3jgybnreolk7frlfntepowa	387	2	95	95	CD
work_gxb3jgybnreolk7frlfntepowa	387	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	387	4	Denver	Denver	NNP
work_gxb3jgybnreolk7frlfntepowa	387	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	387	6	CO	CO	NNP
work_gxb3jgybnreolk7frlfntepowa	387	7	:	:	:
work_gxb3jgybnreolk7frlfntepowa	387	8	ACM	ACM	NNP
work_gxb3jgybnreolk7frlfntepowa	387	9	Press	Press	NNP
work_gxb3jgybnreolk7frlfntepowa	387	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	387	11	pp	pp	NNP
work_gxb3jgybnreolk7frlfntepowa	387	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	388	1	194	194	CD
work_gxb3jgybnreolk7frlfntepowa	388	2	–	–	:
work_gxb3jgybnreolk7frlfntepowa	388	3	201	201	CD
work_gxb3jgybnreolk7frlfntepowa	388	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	389	1	Hui	Hui	NNP
work_gxb3jgybnreolk7frlfntepowa	389	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	389	3	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	389	4	C.	C.	NNP
work_gxb3jgybnreolk7frlfntepowa	389	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	389	6	Fong	Fong	NNP
work_gxb3jgybnreolk7frlfntepowa	389	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	389	8	A.	a.	NN
work_gxb3jgybnreolk7frlfntepowa	389	9	C.	C.	NNP
work_gxb3jgybnreolk7frlfntepowa	389	10	M.	M.	NNP
work_gxb3jgybnreolk7frlfntepowa	389	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	389	12	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	389	13	Jha	Jha	NNP
work_gxb3jgybnreolk7frlfntepowa	389	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	389	15	G.	G.	NNP
work_gxb3jgybnreolk7frlfntepowa	389	16	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	389	17	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	389	18	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	389	19	.	.	.
work_gxb3jgybnreolk7frlfntepowa	390	1	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	390	2	web	web	NN
work_gxb3jgybnreolk7frlfntepowa	390	3	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	390	4	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	390	5	intelligent	intelligent	JJ
work_gxb3jgybnreolk7frlfntepowa	390	6	fault	fault	NN
work_gxb3jgybnreolk7frlfntepowa	390	7	diagnosis	diagnosis	NN
work_gxb3jgybnreolk7frlfntepowa	390	8	system	system	NN
work_gxb3jgybnreolk7frlfntepowa	390	9	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	390	10	customer	customer	NN
work_gxb3jgybnreolk7frlfntepowa	390	11	service	service	NN
work_gxb3jgybnreolk7frlfntepowa	390	12	support	support	NN
work_gxb3jgybnreolk7frlfntepowa	390	13	.	.	.
work_gxb3jgybnreolk7frlfntepowa	391	1	Engineering	engineering	NN
work_gxb3jgybnreolk7frlfntepowa	391	2	Appli-	Appli-	NNP
work_gxb3jgybnreolk7frlfntepowa	391	3	cations	cation	NNS
work_gxb3jgybnreolk7frlfntepowa	391	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	391	5	Artificial	Artificial	NNP
work_gxb3jgybnreolk7frlfntepowa	391	6	Intelligence	Intelligence	NNP
work_gxb3jgybnreolk7frlfntepowa	391	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	391	8	14(4	14(4	CD
work_gxb3jgybnreolk7frlfntepowa	391	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	391	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	391	11	537	537	CD
work_gxb3jgybnreolk7frlfntepowa	391	12	–	–	SYM
work_gxb3jgybnreolk7frlfntepowa	391	13	548	548	CD
work_gxb3jgybnreolk7frlfntepowa	391	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	392	1	Kim	Kim	NNP
work_gxb3jgybnreolk7frlfntepowa	392	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	392	3	K.	K.	NNP
work_gxb3jgybnreolk7frlfntepowa	392	4	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	392	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	392	6	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	392	7	Han	Han	NNP
work_gxb3jgybnreolk7frlfntepowa	392	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	392	9	I.	I.	NNP
work_gxb3jgybnreolk7frlfntepowa	392	10	G.	G.	NNP
work_gxb3jgybnreolk7frlfntepowa	392	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	392	12	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	392	13	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	392	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	393	1	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	393	2	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	393	3	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	393	4	indexing	indexing	NN
work_gxb3jgybnreolk7frlfntepowa	393	5	method	method	NN
work_gxb3jgybnreolk7frlfntepowa	393	6	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	393	7	case-	case-	NNP
work_gxb3jgybnreolk7frlfntepowa	393	8	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	393	9	reasoning	reasoning	NN
work_gxb3jgybnreolk7frlfntepowa	393	10	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	393	11	self	self	NN
work_gxb3jgybnreolk7frlfntepowa	393	12	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	393	13	organizing	organize	VBG
work_gxb3jgybnreolk7frlfntepowa	393	14	maps	map	NNS
work_gxb3jgybnreolk7frlfntepowa	393	15	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	393	16	learning	learn	VBG
work_gxb3jgybnreolk7frlfntepowa	393	17	vector	vector	NN
work_gxb3jgybnreolk7frlfntepowa	393	18	quantization	quantization	NN
work_gxb3jgybnreolk7frlfntepowa	393	19	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	393	20	bond	bond	NN
work_gxb3jgybnreolk7frlfntepowa	393	21	rating	rating	NN
work_gxb3jgybnreolk7frlfntepowa	393	22	cases	case	NNS
work_gxb3jgybnreolk7frlfntepowa	393	23	.	.	.
work_gxb3jgybnreolk7frlfntepowa	394	1	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	394	2	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	394	3	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	394	4	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	394	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	394	6	21(3	21(3	CD
work_gxb3jgybnreolk7frlfntepowa	394	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	394	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	394	9	147	147	CD
work_gxb3jgybnreolk7frlfntepowa	394	10	–	–	:
work_gxb3jgybnreolk7frlfntepowa	394	11	156	156	CD
work_gxb3jgybnreolk7frlfntepowa	394	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	395	1	Kohonen	Kohonen	NNP
work_gxb3jgybnreolk7frlfntepowa	395	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	395	3	T.	T.	NNP
work_gxb3jgybnreolk7frlfntepowa	395	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	395	5	Hynninen	Hynninen	NNP
work_gxb3jgybnreolk7frlfntepowa	395	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	395	7	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	395	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	395	9	Kangas	Kangas	NNP
work_gxb3jgybnreolk7frlfntepowa	395	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	395	11	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	395	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	395	13	Laaksonen	Laaksonen	NNP
work_gxb3jgybnreolk7frlfntepowa	395	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	395	15	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	395	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	395	17	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	395	18	1996	1996	CD
work_gxb3jgybnreolk7frlfntepowa	395	19	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	395	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	396	1	SOM_PAK	som_pak	CD
work_gxb3jgybnreolk7frlfntepowa	396	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	396	3	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	396	4	self	self	NN
work_gxb3jgybnreolk7frlfntepowa	396	5	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	396	6	organizing	organize	VBG
work_gxb3jgybnreolk7frlfntepowa	396	7	map	map	NN
work_gxb3jgybnreolk7frlfntepowa	396	8	program	program	NN
work_gxb3jgybnreolk7frlfntepowa	396	9	package	package	NN
work_gxb3jgybnreolk7frlfntepowa	396	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	397	1	Technical	Technical	NNP
work_gxb3jgybnreolk7frlfntepowa	397	2	Report	Report	NNP
work_gxb3jgybnreolk7frlfntepowa	397	3	A31	A31	NNP
work_gxb3jgybnreolk7frlfntepowa	397	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	397	5	Helsinki	Helsinki	NNP
work_gxb3jgybnreolk7frlfntepowa	397	6	University	University	NNP
work_gxb3jgybnreolk7frlfntepowa	397	7	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	397	8	Technology	Technology	NNP
work_gxb3jgybnreolk7frlfntepowa	397	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	397	10	Laboratory	Laboratory	NNP
work_gxb3jgybnreolk7frlfntepowa	397	11	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	397	12	Computer	Computer	NNP
work_gxb3jgybnreolk7frlfntepowa	397	13	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	397	14	Information	Information	NNP
work_gxb3jgybnreolk7frlfntepowa	397	15	Science	Science	NNP
work_gxb3jgybnreolk7frlfntepowa	397	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	397	17	FIN-02150	FIN-02150	NNP
work_gxb3jgybnreolk7frlfntepowa	397	18	Kolodner	Kolodner	NNP
work_gxb3jgybnreolk7frlfntepowa	397	19	,	,	,
work_gxb3jgybnreolk7frlfntepowa	397	20	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	397	21	L.	L.	NNP
work_gxb3jgybnreolk7frlfntepowa	397	22	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	397	23	1993	1993	CD
work_gxb3jgybnreolk7frlfntepowa	397	24	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	397	25	.	.	.
work_gxb3jgybnreolk7frlfntepowa	398	1	Case	case	NN
work_gxb3jgybnreolk7frlfntepowa	398	2	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	398	3	Based	Based	NNP
work_gxb3jgybnreolk7frlfntepowa	398	4	Reasoning	Reasoning	NNP
work_gxb3jgybnreolk7frlfntepowa	398	5	.	.	.
work_gxb3jgybnreolk7frlfntepowa	399	1	Los	Los	NNP
work_gxb3jgybnreolk7frlfntepowa	399	2	Altos	Altos	NNP
work_gxb3jgybnreolk7frlfntepowa	399	3	,	,	,
work_gxb3jgybnreolk7frlfntepowa	399	4	CA	CA	NNP
work_gxb3jgybnreolk7frlfntepowa	399	5	:	:	:
work_gxb3jgybnreolk7frlfntepowa	399	6	Morgan	Morgan	NNP
work_gxb3jgybnreolk7frlfntepowa	399	7	Kaufmann	Kaufmann	NNP
work_gxb3jgybnreolk7frlfntepowa	399	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	400	1	Konstan	Konstan	NNP
work_gxb3jgybnreolk7frlfntepowa	400	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	400	3	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	401	1	A.	A.	NNP
work_gxb3jgybnreolk7frlfntepowa	401	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	3	Miller	Miller	NNP
work_gxb3jgybnreolk7frlfntepowa	401	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	5	B.	B.	NNP
work_gxb3jgybnreolk7frlfntepowa	401	6	N.	N.	NNP
work_gxb3jgybnreolk7frlfntepowa	401	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	8	Maltz	Maltz	NNP
work_gxb3jgybnreolk7frlfntepowa	401	9	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	10	D.	D.	NNP
work_gxb3jgybnreolk7frlfntepowa	401	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	12	Herlocker	Herlocker	NNP
work_gxb3jgybnreolk7frlfntepowa	401	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	14	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	401	15	L.	L.	NNP
work_gxb3jgybnreolk7frlfntepowa	401	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	17	Gordon	Gordon	NNP
work_gxb3jgybnreolk7frlfntepowa	401	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	19	L.	L.	NNP
work_gxb3jgybnreolk7frlfntepowa	401	20	R.	R.	NNP
work_gxb3jgybnreolk7frlfntepowa	401	21	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	22	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	401	23	Riedl	Riedl	NNP
work_gxb3jgybnreolk7frlfntepowa	401	24	,	,	,
work_gxb3jgybnreolk7frlfntepowa	401	25	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	402	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	402	2	1997	1997	CD
work_gxb3jgybnreolk7frlfntepowa	402	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	402	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	403	1	GroupLens	GroupLens	NNP
work_gxb3jgybnreolk7frlfntepowa	403	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	403	3	Applying	apply	VBG
work_gxb3jgybnreolk7frlfntepowa	403	4	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	403	5	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	403	6	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	403	7	Usenet	usenet	JJ
work_gxb3jgybnreolk7frlfntepowa	403	8	news	news	NN
work_gxb3jgybnreolk7frlfntepowa	403	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	404	1	Communications	communication	NNS
work_gxb3jgybnreolk7frlfntepowa	404	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	404	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	404	4	ACM	ACM	NNP
work_gxb3jgybnreolk7frlfntepowa	404	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	404	6	40(3	40(3	CD
work_gxb3jgybnreolk7frlfntepowa	404	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	404	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	404	9	77	77	CD
work_gxb3jgybnreolk7frlfntepowa	404	10	–	–	:
work_gxb3jgybnreolk7frlfntepowa	404	11	87	87	CD
work_gxb3jgybnreolk7frlfntepowa	404	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	405	1	Kumar	Kumar	NNP
work_gxb3jgybnreolk7frlfntepowa	405	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	405	3	R.	R.	NNP
work_gxb3jgybnreolk7frlfntepowa	405	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	405	5	Raghavan	Raghavan	NNP
work_gxb3jgybnreolk7frlfntepowa	405	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	405	7	P.	P.	NNP
work_gxb3jgybnreolk7frlfntepowa	405	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	405	9	Rajagopalan	Rajagopalan	NNP
work_gxb3jgybnreolk7frlfntepowa	405	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	405	11	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	405	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	405	13	Tomkins	Tomkins	NNP
work_gxb3jgybnreolk7frlfntepowa	405	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	405	15	A.	a.	NN
work_gxb3jgybnreolk7frlfntepowa	405	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	405	17	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	405	18	1998	1998	CD
work_gxb3jgybnreolk7frlfntepowa	405	19	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	405	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	406	1	Recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	406	2	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	406	3	:	:	:
work_gxb3jgybnreolk7frlfntepowa	406	4	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	406	5	probabilistic	probabilistic	JJ
work_gxb3jgybnreolk7frlfntepowa	406	6	analysis	analysis	NN
work_gxb3jgybnreolk7frlfntepowa	406	7	.	.	.
work_gxb3jgybnreolk7frlfntepowa	407	1	Proceedings	proceeding	NNS
work_gxb3jgybnreolk7frlfntepowa	407	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	407	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	407	4	39th	39th	JJ
work_gxb3jgybnreolk7frlfntepowa	407	5	Annual	Annual	NNP
work_gxb3jgybnreolk7frlfntepowa	407	6	Symposium	Symposium	NNP
work_gxb3jgybnreolk7frlfntepowa	407	7	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	407	8	Foundations	foundation	NNS
work_gxb3jgybnreolk7frlfntepowa	407	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	407	10	Computer	Computer	NNP
work_gxb3jgybnreolk7frlfntepowa	407	11	Science	Science	NNP
work_gxb3jgybnreolk7frlfntepowa	407	12	Mangiameli	Mangiameli	NNP
work_gxb3jgybnreolk7frlfntepowa	407	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	407	14	P.	P.	NNP
work_gxb3jgybnreolk7frlfntepowa	407	15	,	,	,
work_gxb3jgybnreolk7frlfntepowa	407	16	Chen	Chen	NNP
work_gxb3jgybnreolk7frlfntepowa	407	17	,	,	,
work_gxb3jgybnreolk7frlfntepowa	407	18	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	407	19	K.	K.	NNP
work_gxb3jgybnreolk7frlfntepowa	407	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	407	21	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	407	22	West	West	NNP
work_gxb3jgybnreolk7frlfntepowa	407	23	,	,	,
work_gxb3jgybnreolk7frlfntepowa	407	24	D.	D.	NNP
work_gxb3jgybnreolk7frlfntepowa	407	25	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	407	26	1996	1996	CD
work_gxb3jgybnreolk7frlfntepowa	407	27	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	407	28	.	.	.
work_gxb3jgybnreolk7frlfntepowa	408	1	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	408	2	comparison	comparison	NN
work_gxb3jgybnreolk7frlfntepowa	408	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	408	4	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	408	5	neural	neural	JJ
work_gxb3jgybnreolk7frlfntepowa	408	6	network	network	NN
work_gxb3jgybnreolk7frlfntepowa	408	7	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	408	8	hierarchical	hierarchical	JJ
work_gxb3jgybnreolk7frlfntepowa	408	9	clustering	clustering	NN
work_gxb3jgybnreolk7frlfntepowa	408	10	methods	method	NNS
work_gxb3jgybnreolk7frlfntepowa	408	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	409	1	European	European	NNP
work_gxb3jgybnreolk7frlfntepowa	409	2	Journal	Journal	NNP
work_gxb3jgybnreolk7frlfntepowa	409	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	409	4	Operation	Operation	NNP
work_gxb3jgybnreolk7frlfntepowa	409	5	Research	Research	NNP
work_gxb3jgybnreolk7frlfntepowa	409	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	409	7	93	93	CD
work_gxb3jgybnreolk7frlfntepowa	409	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	409	9	402	402	CD
work_gxb3jgybnreolk7frlfntepowa	409	10	–	–	SYM
work_gxb3jgybnreolk7frlfntepowa	409	11	417	417	CD
work_gxb3jgybnreolk7frlfntepowa	409	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	410	1	Nour	Nour	NNP
work_gxb3jgybnreolk7frlfntepowa	410	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	410	3	A.	a.	NN
work_gxb3jgybnreolk7frlfntepowa	410	4	N.	N.	NNP
work_gxb3jgybnreolk7frlfntepowa	410	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	410	6	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	410	7	Madey	Madey	NNP
work_gxb3jgybnreolk7frlfntepowa	410	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	410	9	G.	G.	NNP
work_gxb3jgybnreolk7frlfntepowa	410	10	R.	R.	NNP
work_gxb3jgybnreolk7frlfntepowa	410	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	410	12	1996	1996	CD
work_gxb3jgybnreolk7frlfntepowa	410	13	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	410	14	.	.	.
work_gxb3jgybnreolk7frlfntepowa	411	1	Heuristic	heuristic	JJ
work_gxb3jgybnreolk7frlfntepowa	411	2	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	411	3	optimization	optimization	NN
work_gxb3jgybnreolk7frlfntepowa	411	4	approaches	approach	NNS
work_gxb3jgybnreolk7frlfntepowa	411	5	to	to	IN
work_gxb3jgybnreolk7frlfntepowa	411	6	extending	extend	VBG
work_gxb3jgybnreolk7frlfntepowa	411	7	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	411	8	Kohonen	Kohonen	NNP
work_gxb3jgybnreolk7frlfntepowa	411	9	self	self	NN
work_gxb3jgybnreolk7frlfntepowa	411	10	organizing	organizing	NN
work_gxb3jgybnreolk7frlfntepowa	411	11	algorithm	algorithm	NN
work_gxb3jgybnreolk7frlfntepowa	411	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	412	1	European	European	NNP
work_gxb3jgybnreolk7frlfntepowa	412	2	Journal	Journal	NNP
work_gxb3jgybnreolk7frlfntepowa	412	3	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	412	4	Operation	Operation	NNP
work_gxb3jgybnreolk7frlfntepowa	412	5	Research	Research	NNP
work_gxb3jgybnreolk7frlfntepowa	412	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	412	7	93	93	CD
work_gxb3jgybnreolk7frlfntepowa	412	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	412	9	428	428	CD
work_gxb3jgybnreolk7frlfntepowa	412	10	–	–	:
work_gxb3jgybnreolk7frlfntepowa	412	11	448	448	CD
work_gxb3jgybnreolk7frlfntepowa	412	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	413	1	Pazzani	Pazzani	NNP
work_gxb3jgybnreolk7frlfntepowa	413	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	413	3	M.	M.	NNP
work_gxb3jgybnreolk7frlfntepowa	413	4	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	414	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	414	2	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	414	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	414	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	415	1	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	415	2	framework	framework	NN
work_gxb3jgybnreolk7frlfntepowa	415	3	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	415	4	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	415	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	415	6	content	content	NN
work_gxb3jgybnreolk7frlfntepowa	415	7	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	415	8	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	415	9	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	415	10	demographic	demographic	JJ
work_gxb3jgybnreolk7frlfntepowa	415	11	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	415	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	416	1	Artificial	Artificial	NNP
work_gxb3jgybnreolk7frlfntepowa	416	2	Intelligence	Intelligence	NNP
work_gxb3jgybnreolk7frlfntepowa	416	3	Review	Review	NNP
work_gxb3jgybnreolk7frlfntepowa	416	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	416	5	13(5/6	13(5/6	CD
work_gxb3jgybnreolk7frlfntepowa	416	6	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	416	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	416	8	393	393	CD
work_gxb3jgybnreolk7frlfntepowa	416	9	–	–	:
work_gxb3jgybnreolk7frlfntepowa	416	10	408	408	CD
work_gxb3jgybnreolk7frlfntepowa	416	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	417	1	Pennock	Pennock	NNP
work_gxb3jgybnreolk7frlfntepowa	417	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	417	3	D.M.	D.M.	NNP
work_gxb3jgybnreolk7frlfntepowa	417	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	417	5	Horvitz	Horvitz	NNP
work_gxb3jgybnreolk7frlfntepowa	417	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	417	7	E.	E.	NNP
work_gxb3jgybnreolk7frlfntepowa	417	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	417	9	Lawrence	Lawrence	NNP
work_gxb3jgybnreolk7frlfntepowa	417	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	417	11	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	417	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	417	13	Giles	Giles	NNP
work_gxb3jgybnreolk7frlfntepowa	417	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	417	15	C.L.	C.L.	NNP
work_gxb3jgybnreolk7frlfntepowa	417	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	417	17	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	417	18	2000	2000	CD
work_gxb3jgybnreolk7frlfntepowa	417	19	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	417	20	.	.	.
work_gxb3jgybnreolk7frlfntepowa	418	1	Collabora-	Collabora-	NNP
work_gxb3jgybnreolk7frlfntepowa	418	2	tive	tive	JJ
work_gxb3jgybnreolk7frlfntepowa	418	3	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	418	4	by	by	IN
work_gxb3jgybnreolk7frlfntepowa	418	5	personality	personality	NN
work_gxb3jgybnreolk7frlfntepowa	418	6	diagnosis	diagnosis	NN
work_gxb3jgybnreolk7frlfntepowa	418	7	:	:	:
work_gxb3jgybnreolk7frlfntepowa	418	8	A	a	DT
work_gxb3jgybnreolk7frlfntepowa	418	9	hybrid	hybrid	JJ
work_gxb3jgybnreolk7frlfntepowa	418	10	memory-	memory-	NN
work_gxb3jgybnreolk7frlfntepowa	418	11	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	418	12	model-	model-	NNP
work_gxb3jgybnreolk7frlfntepowa	418	13	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	418	14	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	418	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	419	1	Proceedings	proceeding	NNS
work_gxb3jgybnreolk7frlfntepowa	419	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	419	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	419	4	16th	16th	JJ
work_gxb3jgybnreolk7frlfntepowa	419	5	Conference	Conference	NNP
work_gxb3jgybnreolk7frlfntepowa	419	6	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	419	7	Uncertainty	Uncertainty	NNP
work_gxb3jgybnreolk7frlfntepowa	419	8	in	in	IN
work_gxb3jgybnreolk7frlfntepowa	419	9	Artificial	Artificial	NNP
work_gxb3jgybnreolk7frlfntepowa	419	10	Intelligence	Intelligence	NNP
work_gxb3jgybnreolk7frlfntepowa	419	11	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	419	12	UAI-2000	UAI-2000	NNP
work_gxb3jgybnreolk7frlfntepowa	419	13	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	419	14	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	419	15	pp	pp	NNP
work_gxb3jgybnreolk7frlfntepowa	419	16	.	.	.
work_gxb3jgybnreolk7frlfntepowa	420	1	473	473	CD
work_gxb3jgybnreolk7frlfntepowa	420	2	–	–	:
work_gxb3jgybnreolk7frlfntepowa	420	3	480	480	CD
work_gxb3jgybnreolk7frlfntepowa	420	4	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	420	5	.	.	.
work_gxb3jgybnreolk7frlfntepowa	421	1	Stanford	Stanford	NNP
work_gxb3jgybnreolk7frlfntepowa	421	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	421	3	CA	CA	NNP
work_gxb3jgybnreolk7frlfntepowa	421	4	Quinlan	Quinlan	NNP
work_gxb3jgybnreolk7frlfntepowa	421	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	421	6	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	421	7	R.	R.	NNP
work_gxb3jgybnreolk7frlfntepowa	421	8	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	421	9	1993	1993	CD
work_gxb3jgybnreolk7frlfntepowa	421	10	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	421	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	422	1	C4.5	C4.5	NNP
work_gxb3jgybnreolk7frlfntepowa	422	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	422	3	Programs	program	NNS
work_gxb3jgybnreolk7frlfntepowa	422	4	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	422	5	Machine	Machine	NNP
work_gxb3jgybnreolk7frlfntepowa	422	6	Learning	Learning	NNP
work_gxb3jgybnreolk7frlfntepowa	422	7	.	.	.
work_gxb3jgybnreolk7frlfntepowa	423	1	Morgan	Morgan	NNP
work_gxb3jgybnreolk7frlfntepowa	423	2	Kaufmann	Kaufmann	NNP
work_gxb3jgybnreolk7frlfntepowa	423	3	.	.	.
work_gxb3jgybnreolk7frlfntepowa	424	1	Resnick	Resnick	NNP
work_gxb3jgybnreolk7frlfntepowa	424	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	3	P.	P.	NNP
work_gxb3jgybnreolk7frlfntepowa	424	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	5	Iacovou	Iacovou	NNP
work_gxb3jgybnreolk7frlfntepowa	424	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	7	N.	N.	NNP
work_gxb3jgybnreolk7frlfntepowa	424	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	9	Sushak	Sushak	NNP
work_gxb3jgybnreolk7frlfntepowa	424	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	11	M.	M.	NNP
work_gxb3jgybnreolk7frlfntepowa	424	12	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	13	Bergstrom	Bergstrom	NNP
work_gxb3jgybnreolk7frlfntepowa	424	14	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	15	P.	P.	NNP
work_gxb3jgybnreolk7frlfntepowa	424	16	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	17	Riedl	Riedl	NNP
work_gxb3jgybnreolk7frlfntepowa	424	18	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	19	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	424	20	,	,	,
work_gxb3jgybnreolk7frlfntepowa	424	21	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	424	22	1994	1994	CD
work_gxb3jgybnreolk7frlfntepowa	424	23	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	424	24	.	.	.
work_gxb3jgybnreolk7frlfntepowa	425	1	GroupLens	GroupLens	NNP
work_gxb3jgybnreolk7frlfntepowa	425	2	:	:	:
work_gxb3jgybnreolk7frlfntepowa	425	3	An	an	DT
work_gxb3jgybnreolk7frlfntepowa	425	4	open	open	JJ
work_gxb3jgybnreolk7frlfntepowa	425	5	architecture	architecture	NN
work_gxb3jgybnreolk7frlfntepowa	425	6	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	425	7	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	425	8	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	425	9	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	425	10	netnews	netnew	NNS
work_gxb3jgybnreolk7frlfntepowa	425	11	.	.	.
work_gxb3jgybnreolk7frlfntepowa	426	1	Proceedings	proceeding	NNS
work_gxb3jgybnreolk7frlfntepowa	426	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	426	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	426	4	1994	1994	CD
work_gxb3jgybnreolk7frlfntepowa	426	5	Computer	Computer	NNP
work_gxb3jgybnreolk7frlfntepowa	426	6	Supported	Supported	NNP
work_gxb3jgybnreolk7frlfntepowa	426	7	Collaborative	Collaborative	NNP
work_gxb3jgybnreolk7frlfntepowa	426	8	Work	Work	NNP
work_gxb3jgybnreolk7frlfntepowa	426	9	Conference	Conference	NNP
work_gxb3jgybnreolk7frlfntepowa	426	10	Schafer	Schafer	NNP
work_gxb3jgybnreolk7frlfntepowa	426	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	426	12	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	427	1	B.	B.	NNP
work_gxb3jgybnreolk7frlfntepowa	427	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	427	3	Konstan	Konstan	NNP
work_gxb3jgybnreolk7frlfntepowa	427	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	427	5	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	428	1	A.	A.	NNP
work_gxb3jgybnreolk7frlfntepowa	428	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	428	3	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	428	4	Riedl	Riedl	NNP
work_gxb3jgybnreolk7frlfntepowa	428	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	428	6	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	429	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	429	2	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	429	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	429	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	430	1	E	E	NNP
work_gxb3jgybnreolk7frlfntepowa	430	2	-	-	NN
work_gxb3jgybnreolk7frlfntepowa	430	3	commerce	commerce	NN
work_gxb3jgybnreolk7frlfntepowa	430	4	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	430	5	applications	application	NNS
work_gxb3jgybnreolk7frlfntepowa	430	6	.	.	.
work_gxb3jgybnreolk7frlfntepowa	431	1	Data	Data	NNP
work_gxb3jgybnreolk7frlfntepowa	431	2	Mining	Mining	NNP
work_gxb3jgybnreolk7frlfntepowa	431	3	and	and	CC
work_gxb3jgybnreolk7frlfntepowa	431	4	Knowledge	Knowledge	NNP
work_gxb3jgybnreolk7frlfntepowa	431	5	Discovery	Discovery	NNP
work_gxb3jgybnreolk7frlfntepowa	431	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	431	7	5(1	5(1	NNP
work_gxb3jgybnreolk7frlfntepowa	431	8	–	–	:
work_gxb3jgybnreolk7frlfntepowa	431	9	2	2	CD
work_gxb3jgybnreolk7frlfntepowa	431	10	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	431	11	,	,	,
work_gxb3jgybnreolk7frlfntepowa	431	12	115	115	CD
work_gxb3jgybnreolk7frlfntepowa	431	13	–	–	:
work_gxb3jgybnreolk7frlfntepowa	431	14	153	153	CD
work_gxb3jgybnreolk7frlfntepowa	431	15	.	.	.
work_gxb3jgybnreolk7frlfntepowa	432	1	Shardanand	Shardanand	NNP
work_gxb3jgybnreolk7frlfntepowa	432	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	432	3	U.	U.	NNP
work_gxb3jgybnreolk7frlfntepowa	432	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	432	5	Maes	Maes	NNP
work_gxb3jgybnreolk7frlfntepowa	432	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	432	7	P.	P.	NNP
work_gxb3jgybnreolk7frlfntepowa	432	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	432	9	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	432	10	1995	1995	CD
work_gxb3jgybnreolk7frlfntepowa	432	11	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	432	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	433	1	Social	social	JJ
work_gxb3jgybnreolk7frlfntepowa	433	2	information	information	NN
work_gxb3jgybnreolk7frlfntepowa	433	3	filtering	filter	VBG
work_gxb3jgybnreolk7frlfntepowa	433	4	:	:	:
work_gxb3jgybnreolk7frlfntepowa	433	5	Algorithms	Algorithms	NNP
work_gxb3jgybnreolk7frlfntepowa	433	6	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	433	7	automating	automate	VBG
work_gxb3jgybnreolk7frlfntepowa	433	8	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	433	9	Word	Word	NNP
work_gxb3jgybnreolk7frlfntepowa	433	10	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	433	11	Mouth	Mouth	NNP
work_gxb3jgybnreolk7frlfntepowa	433	12	’	'	''
work_gxb3jgybnreolk7frlfntepowa	433	13	.	.	.
work_gxb3jgybnreolk7frlfntepowa	434	1	Proceedings	Proceedings	NNP
work_gxb3jgybnreolk7frlfntepowa	434	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	434	3	ACM	ACM	NNP
work_gxb3jgybnreolk7frlfntepowa	434	4	CHI	CHI	NNP
work_gxb3jgybnreolk7frlfntepowa	434	5	‘	'	``
work_gxb3jgybnreolk7frlfntepowa	434	6	95	95	NNP
work_gxb3jgybnreolk7frlfntepowa	434	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	434	8	pp	pp	NNP
work_gxb3jgybnreolk7frlfntepowa	434	9	.	.	.
work_gxb3jgybnreolk7frlfntepowa	435	1	210	210	CD
work_gxb3jgybnreolk7frlfntepowa	435	2	–	–	:
work_gxb3jgybnreolk7frlfntepowa	435	3	217	217	CD
work_gxb3jgybnreolk7frlfntepowa	435	4	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	435	5	.	.	.
work_gxb3jgybnreolk7frlfntepowa	436	1	Denver	Denver	NNP
work_gxb3jgybnreolk7frlfntepowa	436	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	436	3	CO	CO	NNP
work_gxb3jgybnreolk7frlfntepowa	436	4	Swets	Swets	NNP
work_gxb3jgybnreolk7frlfntepowa	436	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	436	6	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	437	1	A.	A.	NNP
work_gxb3jgybnreolk7frlfntepowa	438	1	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	438	2	1988	1988	CD
work_gxb3jgybnreolk7frlfntepowa	438	3	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	438	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	439	1	Measuring	measure	VBG
work_gxb3jgybnreolk7frlfntepowa	439	2	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	439	3	accuracy	accuracy	NN
work_gxb3jgybnreolk7frlfntepowa	439	4	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	439	5	diagnostic	diagnostic	JJ
work_gxb3jgybnreolk7frlfntepowa	439	6	systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	439	7	.	.	.
work_gxb3jgybnreolk7frlfntepowa	440	1	Science	science	NN
work_gxb3jgybnreolk7frlfntepowa	440	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	440	3	240	240	CD
work_gxb3jgybnreolk7frlfntepowa	440	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	440	5	1285	1285	CD
work_gxb3jgybnreolk7frlfntepowa	440	6	–	–	:
work_gxb3jgybnreolk7frlfntepowa	440	7	1289	1289	CD
work_gxb3jgybnreolk7frlfntepowa	440	8	.	.	.
work_gxb3jgybnreolk7frlfntepowa	441	1	Vellido	Vellido	NNP
work_gxb3jgybnreolk7frlfntepowa	441	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	441	3	A.	A.	NNP
work_gxb3jgybnreolk7frlfntepowa	441	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	441	5	Lisboa	Lisboa	NNP
work_gxb3jgybnreolk7frlfntepowa	441	6	,	,	,
work_gxb3jgybnreolk7frlfntepowa	441	7	P.	P.	NNP
work_gxb3jgybnreolk7frlfntepowa	441	8	J.	J.	NNP
work_gxb3jgybnreolk7frlfntepowa	441	9	G.	G.	NNP
work_gxb3jgybnreolk7frlfntepowa	441	10	,	,	,
work_gxb3jgybnreolk7frlfntepowa	441	11	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	441	12	Meehan	Meehan	NNP
work_gxb3jgybnreolk7frlfntepowa	441	13	,	,	,
work_gxb3jgybnreolk7frlfntepowa	441	14	K.	K.	NNP
work_gxb3jgybnreolk7frlfntepowa	441	15	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	441	16	1999	1999	CD
work_gxb3jgybnreolk7frlfntepowa	441	17	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	441	18	.	.	.
work_gxb3jgybnreolk7frlfntepowa	442	1	Segmentation	segmentation	NN
work_gxb3jgybnreolk7frlfntepowa	442	2	of	of	IN
work_gxb3jgybnreolk7frlfntepowa	442	3	the	the	DT
work_gxb3jgybnreolk7frlfntepowa	442	4	on-	on-	NNP
work_gxb3jgybnreolk7frlfntepowa	442	5	line	line	NN
work_gxb3jgybnreolk7frlfntepowa	442	6	market	market	NN
work_gxb3jgybnreolk7frlfntepowa	442	7	using	use	VBG
work_gxb3jgybnreolk7frlfntepowa	442	8	neural	neural	JJ
work_gxb3jgybnreolk7frlfntepowa	442	9	networks	network	NNS
work_gxb3jgybnreolk7frlfntepowa	442	10	.	.	.
work_gxb3jgybnreolk7frlfntepowa	443	1	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	443	2	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	443	3	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	443	4	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	443	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	443	6	17(4	17(4	CD
work_gxb3jgybnreolk7frlfntepowa	443	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	443	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	443	9	303	303	CD
work_gxb3jgybnreolk7frlfntepowa	443	10	–	–	:
work_gxb3jgybnreolk7frlfntepowa	443	11	314	314	CD
work_gxb3jgybnreolk7frlfntepowa	443	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	444	1	Yuan	Yuan	NNP
work_gxb3jgybnreolk7frlfntepowa	444	2	,	,	,
work_gxb3jgybnreolk7frlfntepowa	444	3	S.	S.	NNP
work_gxb3jgybnreolk7frlfntepowa	444	4	,	,	,
work_gxb3jgybnreolk7frlfntepowa	444	5	&	&	CC
work_gxb3jgybnreolk7frlfntepowa	444	6	Chang	Chang	NNP
work_gxb3jgybnreolk7frlfntepowa	444	7	,	,	,
work_gxb3jgybnreolk7frlfntepowa	444	8	W.	W.	NNP
work_gxb3jgybnreolk7frlfntepowa	444	9	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	444	10	2001	2001	CD
work_gxb3jgybnreolk7frlfntepowa	444	11	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	444	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	445	1	Mixed	mixed	JJ
work_gxb3jgybnreolk7frlfntepowa	445	2	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	445	3	initiative	initiative	NN
work_gxb3jgybnreolk7frlfntepowa	445	4	synthesized	synthesize	VBN
work_gxb3jgybnreolk7frlfntepowa	445	5	learning	learning	NN
work_gxb3jgybnreolk7frlfntepowa	445	6	approach	approach	NN
work_gxb3jgybnreolk7frlfntepowa	445	7	for	for	IN
work_gxb3jgybnreolk7frlfntepowa	445	8	web	web	NN
work_gxb3jgybnreolk7frlfntepowa	445	9	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	445	10	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	445	11	CRM	CRM	NNP
work_gxb3jgybnreolk7frlfntepowa	445	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	446	1	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	446	2	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	446	3	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	446	4	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	446	5	,	,	,
work_gxb3jgybnreolk7frlfntepowa	446	6	20(2	20(2	CD
work_gxb3jgybnreolk7frlfntepowa	446	7	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	446	8	,	,	,
work_gxb3jgybnreolk7frlfntepowa	446	9	187	187	CD
work_gxb3jgybnreolk7frlfntepowa	446	10	–	–	:
work_gxb3jgybnreolk7frlfntepowa	446	11	200	200	CD
work_gxb3jgybnreolk7frlfntepowa	446	12	.	.	.
work_gxb3jgybnreolk7frlfntepowa	447	1	T.H.	T.H.	NNP
work_gxb3jgybnreolk7frlfntepowa	448	1	Roh	Roh	NNP
work_gxb3jgybnreolk7frlfntepowa	448	2	et	et	NNP
work_gxb3jgybnreolk7frlfntepowa	448	3	al	al	NNP
work_gxb3jgybnreolk7frlfntepowa	448	4	.	.	.
work_gxb3jgybnreolk7frlfntepowa	449	1	/	/	SYM
work_gxb3jgybnreolk7frlfntepowa	449	2	Expert	expert	NN
work_gxb3jgybnreolk7frlfntepowa	449	3	Systems	system	NNS
work_gxb3jgybnreolk7frlfntepowa	449	4	with	with	IN
work_gxb3jgybnreolk7frlfntepowa	449	5	Applications	Applications	NNPS
work_gxb3jgybnreolk7frlfntepowa	449	6	25	25	CD
work_gxb3jgybnreolk7frlfntepowa	449	7	(	(	-LRB-
work_gxb3jgybnreolk7frlfntepowa	449	8	2003	2003	CD
work_gxb3jgybnreolk7frlfntepowa	449	9	)	)	-RRB-
work_gxb3jgybnreolk7frlfntepowa	449	10	413–423	413–423	CD
work_gxb3jgybnreolk7frlfntepowa	449	11	423	423	CD
work_gxb3jgybnreolk7frlfntepowa	449	12	The	the	DT
work_gxb3jgybnreolk7frlfntepowa	449	13	collaborative	collaborative	JJ
work_gxb3jgybnreolk7frlfntepowa	449	14	filtering	filtering	NN
work_gxb3jgybnreolk7frlfntepowa	449	15	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	449	16	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	449	17	on	on	IN
work_gxb3jgybnreolk7frlfntepowa	449	18	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	449	19	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	449	20	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	449	21	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	449	22	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	449	23	Introduction	Introduction	NNP
work_gxb3jgybnreolk7frlfntepowa	449	24	Background	Background	NNP
work_gxb3jgybnreolk7frlfntepowa	449	25	Collaborative	Collaborative	NNP
work_gxb3jgybnreolk7frlfntepowa	449	26	filtering	filter	VBG
work_gxb3jgybnreolk7frlfntepowa	449	27	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	449	28	Self	self	NN
work_gxb3jgybnreolk7frlfntepowa	449	29	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	449	30	organizing	organize	VBG
work_gxb3jgybnreolk7frlfntepowa	449	31	map	map	NN
work_gxb3jgybnreolk7frlfntepowa	449	32	Case	case	NN
work_gxb3jgybnreolk7frlfntepowa	449	33	based	base	VBN
work_gxb3jgybnreolk7frlfntepowa	449	34	reasoning	reason	VBG
work_gxb3jgybnreolk7frlfntepowa	449	35	SOM	SOM	NNP
work_gxb3jgybnreolk7frlfntepowa	449	36	cluster	cluster	NN
work_gxb3jgybnreolk7frlfntepowa	449	37	-	-	HYPH
work_gxb3jgybnreolk7frlfntepowa	449	38	indexing	index	VBG
work_gxb3jgybnreolk7frlfntepowa	449	39	CBR	CBR	NNP
work_gxb3jgybnreolk7frlfntepowa	449	40	CF	cf	NN
work_gxb3jgybnreolk7frlfntepowa	449	41	recommendation	recommendation	NN
work_gxb3jgybnreolk7frlfntepowa	449	42	Profiling	profiling	NN
work_gxb3jgybnreolk7frlfntepowa	449	43	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	449	44	Inferring	infer	VBG
work_gxb3jgybnreolk7frlfntepowa	449	45	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	449	46	Predicting	predict	VBG
work_gxb3jgybnreolk7frlfntepowa	449	47	step	step	NN
work_gxb3jgybnreolk7frlfntepowa	449	48	Experiments	Experiments	NNP
work_gxb3jgybnreolk7frlfntepowa	449	49	Data	Data	NNPS
work_gxb3jgybnreolk7frlfntepowa	449	50	:	:	:
work_gxb3jgybnreolk7frlfntepowa	449	51	MovieLens	MovieLens	NNP
work_gxb3jgybnreolk7frlfntepowa	449	52	dataset	dataset	VBD
work_gxb3jgybnreolk7frlfntepowa	449	53	Evaluation	Evaluation	NNP
work_gxb3jgybnreolk7frlfntepowa	449	54	metrics	metric	VBZ
work_gxb3jgybnreolk7frlfntepowa	449	55	Experimental	experimental	JJ
work_gxb3jgybnreolk7frlfntepowa	449	56	setup	setup	NN
work_gxb3jgybnreolk7frlfntepowa	449	57	Results	result	VBZ
work_gxb3jgybnreolk7frlfntepowa	449	58	Conclusion	Conclusion	NNP
work_gxb3jgybnreolk7frlfntepowa	449	59	Acknowledgements	Acknowledgements	NNP
work_gxb3jgybnreolk7frlfntepowa	449	60	References	References	NNPS