id	sid	tid	token	lemma	pos
work_n5rnfgtllvgutm66o3h5asc6ju	1	1	Evaluating	evaluate	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	1	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	1	3	achievements	achievement	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	1	4	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	1	5	computer	computer	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	6	engineering	engineering	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	7	department	department	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	8	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	1	9	distance	distance	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	10	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	11	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	1	12	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	1	13	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	1	14	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	15	methods	method	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	1	16	Procedia	Procedia	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	17	Technology	Technology	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	18	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	19	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	1	20	2012	2012	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	21	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	1	22	262	262	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	23	–	–	:
work_n5rnfgtllvgutm66o3h5asc6ju	1	24	267	267	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	25	2212	2212	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	26	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	1	27	0173	0173	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	28	©	©	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	29	2012	2012	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	30	Published	publish	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	1	31	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	1	32	Elsevier	Elsevier	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	33	Ltd.	Ltd.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	34	doi	doi	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	35	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	1	36	10.1016	10.1016	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	37	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	1	38	j.protcy.2012.02.053	j.protcy.2012.02.053	XX
work_n5rnfgtllvgutm66o3h5asc6ju	1	39	Evaluating	evaluate	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	1	40	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	1	41	achievements	achievement	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	1	42	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	1	43	computer	computer	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	44	engineering	engineering	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	45	department	department	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	46	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	1	47	distance	distance	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	48	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	49	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	1	50	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	1	51	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	1	52	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	53	methods	method	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	1	54	Baha	Baha	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	55	Sena	Sena	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	56	*	*	NFP
work_n5rnfgtllvgutm66o3h5asc6ju	1	57	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	58	Emine	Emine	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	59	Ucarb	Ucarb	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	60	aKarabük	aKarabük	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	61	University	University	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	62	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	63	BaliklarKayasi	BaliklarKayasi	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	64	Mevkii	Mevkii	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	1	65	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	66	Karabük	Karabük	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	67	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	68	78050	78050	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	69	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	70	TURKEY	TURKEY	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	71	bMinistry	bMinistry	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	72	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	1	73	National	National	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	74	Education	Education	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	75	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	76	Bakanlıklar	Bakanlıklar	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	77	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	78	Ankara	Ankara	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	79	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	80	06420	06420	CD
work_n5rnfgtllvgutm66o3h5asc6ju	1	81	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	82	TURKEY	TURKEY	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	83	Abstract	Abstract	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	1	84	Recently	recently	RB
work_n5rnfgtllvgutm66o3h5asc6ju	1	85	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	86	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	1	87	internet	internet	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	88	technology	technology	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	89	has	have	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	1	90	become	become	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	1	91	an	an	DT
work_n5rnfgtllvgutm66o3h5asc6ju	1	92	indispensable	indispensable	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	1	93	part	part	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	94	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	1	95	life	life	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	96	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	1	97	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	1	98	very	very	RB
work_n5rnfgtllvgutm66o3h5asc6ju	1	99	useful	useful	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	1	100	application	application	NN
work_n5rnfgtllvgutm66o3h5asc6ju	1	101	that	that	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	1	102	can	can	MD
work_n5rnfgtllvgutm66o3h5asc6ju	1	103	not	not	RB
work_n5rnfgtllvgutm66o3h5asc6ju	1	104	be	be	VB
work_n5rnfgtllvgutm66o3h5asc6ju	1	105	earlier	early	RBR
work_n5rnfgtllvgutm66o3h5asc6ju	1	106	have	have	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	1	107	made	make	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	1	108	it	-PRON-	PRP
work_n5rnfgtllvgutm66o3h5asc6ju	1	109	possible	possible	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	1	110	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	2	1	One	one	CD
work_n5rnfgtllvgutm66o3h5asc6ju	2	2	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	2	3	these	these	DT
work_n5rnfgtllvgutm66o3h5asc6ju	2	4	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	2	5	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	2	6	learning	learning	NN
work_n5rnfgtllvgutm66o3h5asc6ju	2	7	technologies	technology	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	2	8	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	3	1	Due	due	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	2	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	3	limitations	limitation	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	3	4	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	5	traditional	traditional	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	3	6	learning	learning	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	7	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	3	8	teaching	teach	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	3	9	methods	method	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	3	10	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	11	classroom	classroom	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	12	activities	activity	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	3	13	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	3	14	practitioners	practitioner	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	3	15	who	who	WP
work_n5rnfgtllvgutm66o3h5asc6ju	3	16	intend	intend	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	3	17	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	3	18	conduct	conduct	VB
work_n5rnfgtllvgutm66o3h5asc6ju	3	19	training	training	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	20	activities	activity	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	3	21	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	22	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	3	23	absence	absence	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	24	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	25	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	3	26	possibility	possibility	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	27	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	28	communication	communication	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	29	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	3	30	interaction	interaction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	31	among	among	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	32	learners	learner	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	3	33	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	34	special	special	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	3	35	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	36	units	unit	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	3	37	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	3	38	prepared	prepare	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	3	39	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	3	40	provided	provide	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	3	41	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	3	42	wide	wide	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	3	43	range	range	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	44	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	45	media	medium	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	3	46	center	center	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	47	through	through	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	48	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	3	49	certain	certain	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	3	50	method	method	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	51	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	3	52	teaching	teaching	NN
work_n5rnfgtllvgutm66o3h5asc6ju	3	53	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	4	1	According	accord	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	4	2	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	4	3	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	4	4	further	further	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	4	5	recognition	recognition	NN
work_n5rnfgtllvgutm66o3h5asc6ju	4	6	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	4	7	Distance	Distance	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	4	8	Education	Education	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	4	9	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	4	10	although	although	IN
work_n5rnfgtllvgutm66o3h5asc6ju	4	11	far	far	RB
work_n5rnfgtllvgutm66o3h5asc6ju	4	12	away	away	RB
work_n5rnfgtllvgutm66o3h5asc6ju	4	13	from	from	IN
work_n5rnfgtllvgutm66o3h5asc6ju	4	14	each	each	DT
work_n5rnfgtllvgutm66o3h5asc6ju	4	15	other	other	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	4	16	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	4	17	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	4	18	student	student	NN
work_n5rnfgtllvgutm66o3h5asc6ju	4	19	who	who	WP
work_n5rnfgtllvgutm66o3h5asc6ju	4	20	teaches	teach	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	4	21	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	4	22	same	same	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	4	23	time	time	NN
work_n5rnfgtllvgutm66o3h5asc6ju	4	24	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	4	25	synchronous	synchronous	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	4	26	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	4	27	or	or	CC
work_n5rnfgtllvgutm66o3h5asc6ju	4	28	different	different	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	4	29	time	time	NN
work_n5rnfgtllvgutm66o3h5asc6ju	4	30	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	4	31	asynchronous	asynchronous	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	4	32	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	4	33	communications	communication	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	4	34	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	4	35	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	4	36	tool	tool	NN
work_n5rnfgtllvgutm66o3h5asc6ju	4	37	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	4	38	training	training	NN
work_n5rnfgtllvgutm66o3h5asc6ju	4	39	system	system	NN
work_n5rnfgtllvgutm66o3h5asc6ju	4	40	established	establish	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	4	41	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	5	1	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	5	2	aim	aim	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	3	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	5	4	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	5	5	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	6	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	5	7	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	5	8	compare	compare	VB
work_n5rnfgtllvgutm66o3h5asc6ju	5	9	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	5	10	achievements	achievement	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	5	11	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	5	12	Computer	Computer	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	5	13	Engineering	Engineering	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	5	14	Department	Department	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	5	15	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	5	16	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	5	17	Karabük	Karabük	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	5	18	University	University	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	5	19	according	accord	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	5	20	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	5	21	criteria	criterion	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	5	22	such	such	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	5	23	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	5	24	age	age	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	25	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	5	26	gender	gender	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	27	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	5	28	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	29	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	5	30	high	high	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	5	31	school	school	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	32	graduation	graduation	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	33	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	5	34	whether	whether	IN
work_n5rnfgtllvgutm66o3h5asc6ju	5	35	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	5	36	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	5	37	studying	study	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	5	38	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	5	39	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	40	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	41	or	or	CC
work_n5rnfgtllvgutm66o3h5asc6ju	5	42	regular	regular	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	5	43	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	44	using	use	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	5	45	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	5	46	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	5	47	techniques	technique	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	5	48	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	6	1	Also	also	RB
work_n5rnfgtllvgutm66o3h5asc6ju	6	2	discussing	discuss	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	6	3	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	6	4	differences	difference	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	6	5	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	6	6	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	6	7	techniques	technique	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	6	8	according	accord	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	6	9	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	6	10	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	6	11	results	result	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	6	12	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	6	13	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	6	14	make	make	VB
work_n5rnfgtllvgutm66o3h5asc6ju	6	15	suggestions	suggestion	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	6	16	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	6	17	which	which	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	6	18	technique	technique	NN
work_n5rnfgtllvgutm66o3h5asc6ju	6	19	would	would	MD
work_n5rnfgtllvgutm66o3h5asc6ju	6	20	be	be	VB
work_n5rnfgtllvgutm66o3h5asc6ju	6	21	more	more	RBR
work_n5rnfgtllvgutm66o3h5asc6ju	6	22	effective	effective	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	6	23	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	7	1	©	©	DT
work_n5rnfgtllvgutm66o3h5asc6ju	7	2	2011	2011	CD
work_n5rnfgtllvgutm66o3h5asc6ju	7	3	Published	publish	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	7	4	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	7	5	Elsevier	Elsevier	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	6	Ltd.	Ltd.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	7	Keywords	Keywords	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	7	8	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	7	9	Distance	Distance	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	10	Education	Education	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	11	;	;	:
work_n5rnfgtllvgutm66o3h5asc6ju	7	12	Data	Data	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	13	Mining	Mining	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	14	;	;	:
work_n5rnfgtllvgutm66o3h5asc6ju	7	15	Decision	Decision	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	16	Trees	tree	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	7	17	;	;	:
work_n5rnfgtllvgutm66o3h5asc6ju	7	18	Artificial	Artificial	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	19	Neural	Neural	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	20	Network	Network	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	7	21	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	7	22	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	8	1	Introduction	introduction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	8	2	Rapid	rapid	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	8	3	developments	development	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	8	4	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	8	5	information	information	NN
work_n5rnfgtllvgutm66o3h5asc6ju	8	6	societies	society	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	8	7	has	have	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	8	8	also	also	RB
work_n5rnfgtllvgutm66o3h5asc6ju	8	9	changed	change	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	8	10	interests	interest	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	8	11	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	8	12	needs	need	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	8	13	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	8	14	today	today	NN
work_n5rnfgtllvgutm66o3h5asc6ju	8	15	people	people	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	8	16	while	while	IN
work_n5rnfgtllvgutm66o3h5asc6ju	8	17	causing	cause	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	8	18	continuous	continuous	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	8	19	changing	changing	NN
work_n5rnfgtllvgutm66o3h5asc6ju	8	20	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	8	21	developments	development	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	8	22	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	8	23	lives	life	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	8	24	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	8	25	individuals	individual	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	8	26	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	8	27	cultural	cultural	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	8	28	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	8	29	social	social	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	8	30	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	8	31	economic	economic	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	8	32	structure	structure	NN
work_n5rnfgtllvgutm66o3h5asc6ju	8	33	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	8	34	societies	society	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	8	35	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	9	1	Now	now	RB
work_n5rnfgtllvgutm66o3h5asc6ju	9	2	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	9	3	people	people	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	9	4	who	who	WP
work_n5rnfgtllvgutm66o3h5asc6ju	9	5	can	can	MD
work_n5rnfgtllvgutm66o3h5asc6ju	9	6	reach	reach	VB
work_n5rnfgtllvgutm66o3h5asc6ju	9	7	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	9	8	use	use	VB
work_n5rnfgtllvgutm66o3h5asc6ju	9	9	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	9	10	produce	produce	VB
work_n5rnfgtllvgutm66o3h5asc6ju	9	11	information	information	NN
work_n5rnfgtllvgutm66o3h5asc6ju	9	12	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	9	13	needed	need	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	9	14	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	10	1	Therefore	therefore	RB
work_n5rnfgtllvgutm66o3h5asc6ju	10	2	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	10	3	development	development	NN
work_n5rnfgtllvgutm66o3h5asc6ju	10	4	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	10	5	Distance	Distance	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	10	6	Learning	Learning	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	10	7	has	have	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	10	8	been	be	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	10	9	well	well	RB
work_n5rnfgtllvgutm66o3h5asc6ju	10	10	accelerated	accelerate	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	10	11	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	11	1	Distance	Distance	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	11	2	Learning	Learning	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	11	3	has	have	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	11	4	many	many	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	11	5	advantages	advantage	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	11	6	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	12	1	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	12	2	most	most	RBS
work_n5rnfgtllvgutm66o3h5asc6ju	12	3	important	important	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	12	4	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	12	5	these	these	DT
work_n5rnfgtllvgutm66o3h5asc6ju	12	6	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	12	7	considered	consider	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	12	8	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	12	9	be	be	VB
work_n5rnfgtllvgutm66o3h5asc6ju	12	10	reproducible	reproducible	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	12	11	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	12	12	distributable	distributable	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	12	13	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	12	14	accessible	accessible	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	12	15	easily	easily	RB
work_n5rnfgtllvgutm66o3h5asc6ju	12	16	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	13	1	Beside	beside	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	2	these	these	DT
work_n5rnfgtllvgutm66o3h5asc6ju	13	3	advantages	advantage	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	13	4	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	13	5	integration	integration	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	6	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	7	computer	computer	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	8	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	13	9	aided	aid	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	13	10	systems	system	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	13	11	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	13	12	utilization	utilization	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	13	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	14	multimedia	multimedia	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	13	15	tools	tool	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	13	16	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	13	17	techniques	technique	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	13	18	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	13	19	reaching	reach	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	13	20	contents	content	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	13	21	quickly	quickly	RB
work_n5rnfgtllvgutm66o3h5asc6ju	13	22	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	13	23	cost	cost	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	24	-	-	:
work_n5rnfgtllvgutm66o3h5asc6ju	13	25	efficiently	efficiently	RB
work_n5rnfgtllvgutm66o3h5asc6ju	13	26	over	over	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	27	internet	internet	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	28	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	13	29	increasing	increase	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	13	30	user	user	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	31	interaction	interaction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	32	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	33	help	help	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	34	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	35	new	new	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	13	36	Technologies	Technologies	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	13	37	has	have	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	13	38	provided	provide	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	13	39	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	13	40	acceptance	acceptance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	41	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	42	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	43	learning	learn	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	13	44	sometimes	sometimes	RB
work_n5rnfgtllvgutm66o3h5asc6ju	13	45	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	46	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	13	47	support	support	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	48	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	49	formal	formal	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	13	50	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	51	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	13	52	sometimes	sometimes	RB
work_n5rnfgtllvgutm66o3h5asc6ju	13	53	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	13	54	an	an	DT
work_n5rnfgtllvgutm66o3h5asc6ju	13	55	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	56	technique	technique	NN
work_n5rnfgtllvgutm66o3h5asc6ju	13	57	itself	-PRON-	PRP
work_n5rnfgtllvgutm66o3h5asc6ju	13	58	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	14	1	One	one	CD
work_n5rnfgtllvgutm66o3h5asc6ju	14	2	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	14	3	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	14	4	first	first	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	14	5	studies	study	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	14	6	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	14	7	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	14	8	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	14	9	applied	apply	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	14	10	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	14	11	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	14	12	was	be	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	14	13	published	publish	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	14	14	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	14	15	1995	1995	CD
work_n5rnfgtllvgutm66o3h5asc6ju	14	16	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	14	17	Sanjeev	Sanjeev	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	14	18	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	14	19	Zytkow	Zytkow	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	14	20	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	15	1	Researchers	researcher	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	15	2	gathered	gather	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	15	3	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	15	4	knowledge	knowledge	NN
work_n5rnfgtllvgutm66o3h5asc6ju	15	5	discovery	discovery	NN
work_n5rnfgtllvgutm66o3h5asc6ju	15	6	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	15	7	terms	term	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	15	8	like	like	IN
work_n5rnfgtllvgutm66o3h5asc6ju	15	9	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	15	10	P	p	NN
work_n5rnfgtllvgutm66o3h5asc6ju	15	11	pattern	pattern	NN
work_n5rnfgtllvgutm66o3h5asc6ju	15	12	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	15	13	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	15	14	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	15	15	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	15	16	range	range	NN
work_n5rnfgtllvgutm66o3h5asc6ju	15	17	R	r	NN
work_n5rnfgtllvgutm66o3h5asc6ju	15	18	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	15	19	from	from	IN
work_n5rnfgtllvgutm66o3h5asc6ju	15	20	university	university	NN
work_n5rnfgtllvgutm66o3h5asc6ju	15	21	database	database	NN
work_n5rnfgtllvgutm66o3h5asc6ju	15	22	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	15	23	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	15	24	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	15	25	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	16	1	Another	another	DT
work_n5rnfgtllvgutm66o3h5asc6ju	16	2	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	16	3	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	4	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	16	5	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	16	6	applied	apply	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	16	7	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	8	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	16	9	was	be	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	16	10	published	publish	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	16	11	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	12	2000	2000	CD
work_n5rnfgtllvgutm66o3h5asc6ju	16	13	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	14	Becker	Becker	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	16	15	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	16	16	his	-PRON-	PRP$
work_n5rnfgtllvgutm66o3h5asc6ju	16	17	friends	friend	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	16	18	who	who	WP
work_n5rnfgtllvgutm66o3h5asc6ju	16	19	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	16	20	performed	perform	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	16	21	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	22	defining	define	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	16	23	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	16	24	understanding	understand	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	16	25	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	16	26	impact	impact	NN
work_n5rnfgtllvgutm66o3h5asc6ju	16	27	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	28	changes	change	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	16	29	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	30	curriculum	curriculum	NN
work_n5rnfgtllvgutm66o3h5asc6ju	16	31	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	32	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	16	33	at	at	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	34	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	16	35	university	university	NN
work_n5rnfgtllvgutm66o3h5asc6ju	16	36	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	16	37	Brasil	Brasil	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	16	38	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	16	39	2	2	CD
work_n5rnfgtllvgutm66o3h5asc6ju	16	40	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	16	41	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	17	1	*	*	NFP
work_n5rnfgtllvgutm66o3h5asc6ju	17	2	Baha	Baha	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	17	3	Sen.	Sen.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	18	1	Tel	tel	NN
work_n5rnfgtllvgutm66o3h5asc6ju	18	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	19	1	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	19	2	+90	+90	CD
work_n5rnfgtllvgutm66o3h5asc6ju	19	3	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	19	4	370	370	CD
work_n5rnfgtllvgutm66o3h5asc6ju	19	5	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	19	6	433	433	CD
work_n5rnfgtllvgutm66o3h5asc6ju	19	7	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	19	8	2021	2021	CD
work_n5rnfgtllvgutm66o3h5asc6ju	19	9	;	;	:
work_n5rnfgtllvgutm66o3h5asc6ju	19	10	fax	fax	NN
work_n5rnfgtllvgutm66o3h5asc6ju	19	11	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	19	12	+90	+90	XX
work_n5rnfgtllvgutm66o3h5asc6ju	19	13	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	19	14	370	370	CD
work_n5rnfgtllvgutm66o3h5asc6ju	19	15	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	19	16	433	433	CD
work_n5rnfgtllvgutm66o3h5asc6ju	19	17	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	19	18	3290	3290	CD
work_n5rnfgtllvgutm66o3h5asc6ju	19	19	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	20	1	E	e	NN
work_n5rnfgtllvgutm66o3h5asc6ju	20	2	-	-	NN
work_n5rnfgtllvgutm66o3h5asc6ju	20	3	mail	mail	NN
work_n5rnfgtllvgutm66o3h5asc6ju	20	4	address	address	NN
work_n5rnfgtllvgutm66o3h5asc6ju	20	5	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	20	6	baha.sen@karabuk.edu.tr	baha.sen@karabuk.edu.tr	UH
work_n5rnfgtllvgutm66o3h5asc6ju	20	7	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	21	1	Available	available	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	21	2	online	online	RB
work_n5rnfgtllvgutm66o3h5asc6ju	21	3	at	at	IN
work_n5rnfgtllvgutm66o3h5asc6ju	21	4	www.sciencedirect.com	www.sciencedirect.com	ADD
work_n5rnfgtllvgutm66o3h5asc6ju	21	5	Open	open	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	21	6	access	access	NN
work_n5rnfgtllvgutm66o3h5asc6ju	21	7	under	under	IN
work_n5rnfgtllvgutm66o3h5asc6ju	21	8	CC	CC	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	21	9	BY	BY	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	21	10	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	21	11	NC	NC	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	21	12	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	21	13	ND	ND	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	21	14	license	license	NN
work_n5rnfgtllvgutm66o3h5asc6ju	21	15	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	22	1	Open	open	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	22	2	access	access	NN
work_n5rnfgtllvgutm66o3h5asc6ju	22	3	under	under	IN
work_n5rnfgtllvgutm66o3h5asc6ju	22	4	CC	CC	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	22	5	BY	BY	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	22	6	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	22	7	NC	NC	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	22	8	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	22	9	ND	ND	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	22	10	license	license	NN
work_n5rnfgtllvgutm66o3h5asc6ju	22	11	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	23	1	http://creativecommons.org/licenses/by-nc-nd/3.0/	http://creativecommons.org/licenses/by-nc-nd/3.0/	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	23	2	http://creativecommons.org/licenses/by-nc-nd/3.0/	http://creativecommons.org/licenses/by-nc-nd/3.0/	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	23	3	263	263	CD
work_n5rnfgtllvgutm66o3h5asc6ju	23	4	Baha	Baha	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	23	5	Sen	Sen	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	23	6	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	23	7	Emine	Emine	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	23	8	Ucar	Ucar	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	23	9	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	23	10	Procedia	Procedia	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	23	11	Technology	Technology	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	23	12	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	23	13	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	23	14	2012	2012	CD
work_n5rnfgtllvgutm66o3h5asc6ju	23	15	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	23	16	262	262	CD
work_n5rnfgtllvgutm66o3h5asc6ju	23	17	–	–	:
work_n5rnfgtllvgutm66o3h5asc6ju	23	18	267	267	CD
work_n5rnfgtllvgutm66o3h5asc6ju	23	19	A	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	23	20	data	data	NN
work_n5rnfgtllvgutm66o3h5asc6ju	23	21	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	23	22	application	application	NN
work_n5rnfgtllvgutm66o3h5asc6ju	23	23	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	23	24	which	which	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	23	25	defining	defining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	23	26	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	23	27	student	student	NN
work_n5rnfgtllvgutm66o3h5asc6ju	23	28	characteristics	characteristic	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	23	29	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	23	30	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	23	31	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	23	32	measuring	measure	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	23	33	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	23	34	satisfaction	satisfaction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	23	35	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	23	36	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	23	37	at	at	IN
work_n5rnfgtllvgutm66o3h5asc6ju	23	38	higher	high	JJR
work_n5rnfgtllvgutm66o3h5asc6ju	23	39	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	23	40	was	be	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	23	41	performed	perform	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	23	42	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	23	43	Luan	Luan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	23	44	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	23	45	2002	2002	CD
work_n5rnfgtllvgutm66o3h5asc6ju	23	46	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	23	47	3	3	CD
work_n5rnfgtllvgutm66o3h5asc6ju	23	48	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	23	49	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	24	1	Maltepe	Maltepe	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	24	2	University	University	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	24	3	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	24	4	identifying	identify	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	24	5	characteristics	characteristic	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	24	6	had	have	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	24	7	been	be	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	24	8	clustered	cluster	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	24	9	using	use	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	24	10	K	K	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	24	11	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	24	12	means	means	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	24	13	algorithm	algorithm	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	24	14	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	24	15	2005	2005	CD
work_n5rnfgtllvgutm66o3h5asc6ju	24	16	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	24	17	Erdoğan	Erdoğan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	24	18	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	24	19	Timor	Timor	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	24	20	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	25	1	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	25	2	that	that	DT
work_n5rnfgtllvgutm66o3h5asc6ju	25	3	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	25	4	722	722	CD
work_n5rnfgtllvgutm66o3h5asc6ju	25	5	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	25	6	’	’	POS
work_n5rnfgtllvgutm66o3h5asc6ju	25	7	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	25	8	was	be	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	25	9	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	25	10	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	25	11	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	25	12	relationship	relationship	NN
work_n5rnfgtllvgutm66o3h5asc6ju	25	13	between	between	IN
work_n5rnfgtllvgutm66o3h5asc6ju	25	14	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	25	15	university	university	NN
work_n5rnfgtllvgutm66o3h5asc6ju	25	16	entrance	entrance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	25	17	exam	exam	NN
work_n5rnfgtllvgutm66o3h5asc6ju	25	18	results	result	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	25	19	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	25	20	achievements	achievement	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	25	21	was	be	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	25	22	examined	examine	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	25	23	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	25	24	4	4	CD
work_n5rnfgtllvgutm66o3h5asc6ju	25	25	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	25	26	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	26	1	Vranić	Vranić	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	26	2	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	26	3	Skoćır	Skoćır	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	26	4	was	be	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	26	5	examined	examine	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	26	6	how	how	WRB
work_n5rnfgtllvgutm66o3h5asc6ju	26	7	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	26	8	improve	improve	VB
work_n5rnfgtllvgutm66o3h5asc6ju	26	9	some	some	DT
work_n5rnfgtllvgutm66o3h5asc6ju	26	10	aspects	aspect	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	26	11	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	26	12	educational	educational	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	26	13	quality	quality	NN
work_n5rnfgtllvgutm66o3h5asc6ju	26	14	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	26	15	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	26	16	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	26	17	algorithms	algorithm	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	26	18	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	26	19	techniques	technique	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	26	20	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	26	21	taking	take	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	26	22	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	26	23	specific	specific	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	26	24	course	course	NN
work_n5rnfgtllvgutm66o3h5asc6ju	26	25	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	26	26	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	26	27	target	target	NN
work_n5rnfgtllvgutm66o3h5asc6ju	26	28	audience	audience	NN
work_n5rnfgtllvgutm66o3h5asc6ju	26	29	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	26	30	academic	academic	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	26	31	environments	environment	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	26	32	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	26	33	5	5	CD
work_n5rnfgtllvgutm66o3h5asc6ju	26	34	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	26	35	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	27	1	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	27	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	27	3	second	second	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	27	4	part	part	NN
work_n5rnfgtllvgutm66o3h5asc6ju	27	5	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	27	6	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	27	7	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	27	8	traditional	traditional	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	27	9	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	27	10	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	27	11	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	27	12	concepts	concept	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	27	13	were	be	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	27	14	examined	examine	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	27	15	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	28	1	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	28	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	28	3	third	third	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	28	4	section	section	NN
work_n5rnfgtllvgutm66o3h5asc6ju	28	5	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	28	6	data	data	NN
work_n5rnfgtllvgutm66o3h5asc6ju	28	7	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	28	8	application	application	NN
work_n5rnfgtllvgutm66o3h5asc6ju	28	9	was	be	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	28	10	developed	develop	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	28	11	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	28	12	using	use	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	28	13	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	28	14	from	from	IN
work_n5rnfgtllvgutm66o3h5asc6ju	28	15	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	28	16	Karabük	Karabük	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	28	17	University	University	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	28	18	Computer	Computer	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	28	19	Engineering	Engineering	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	28	20	Department	Department	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	28	21	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	28	22	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	29	1	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	29	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	29	3	conclusion	conclusion	NN
work_n5rnfgtllvgutm66o3h5asc6ju	29	4	sharing	share	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	29	5	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	29	6	experiences	experience	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	29	7	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	29	8	findings	finding	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	29	9	obtained	obtain	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	29	10	from	from	IN
work_n5rnfgtllvgutm66o3h5asc6ju	29	11	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	29	12	application	application	NN
work_n5rnfgtllvgutm66o3h5asc6ju	29	13	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	29	14	intended	intend	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	29	15	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	30	1	2	2	LS
work_n5rnfgtllvgutm66o3h5asc6ju	30	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	31	1	Formal	Formal	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	31	2	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	31	3	Distance	Distance	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	31	4	Education	Education	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	31	5	Formal	Formal	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	31	6	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	31	7	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	31	8	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	31	9	regular	regular	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	31	10	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	31	11	that	that	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	31	12	uses	use	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	31	13	programs	program	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	31	14	prepared	prepare	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	31	15	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	31	16	accordance	accordance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	31	17	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	31	18	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	31	19	purpose	purpose	NN
work_n5rnfgtllvgutm66o3h5asc6ju	31	20	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	31	21	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	31	22	same	same	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	31	23	level	level	NN
work_n5rnfgtllvgutm66o3h5asc6ju	31	24	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	31	25	certain	certain	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	31	26	age	age	NN
work_n5rnfgtllvgutm66o3h5asc6ju	31	27	group	group	NN
work_n5rnfgtllvgutm66o3h5asc6ju	31	28	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	31	29	individuals	individual	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	31	30	at	at	IN
work_n5rnfgtllvgutm66o3h5asc6ju	31	31	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	31	32	school	school	NN
work_n5rnfgtllvgutm66o3h5asc6ju	31	33	building	building	NN
work_n5rnfgtllvgutm66o3h5asc6ju	31	34	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	32	1	Formal	formal	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	32	2	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	32	3	includes	include	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	32	4	institutions	institution	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	32	5	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	32	6	preschool	preschool	NN
work_n5rnfgtllvgutm66o3h5asc6ju	32	7	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	32	8	primary	primary	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	32	9	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	32	10	secondary	secondary	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	32	11	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	32	12	higher	high	JJR
work_n5rnfgtllvgutm66o3h5asc6ju	32	13	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	32	14	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	32	15	6	6	CD
work_n5rnfgtllvgutm66o3h5asc6ju	32	16	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	32	17	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	33	1	Distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	33	2	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	33	3	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	33	4	an	an	DT
work_n5rnfgtllvgutm66o3h5asc6ju	33	5	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	33	6	that	that	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	33	7	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	33	8	realized	realize	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	33	9	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	33	10	educator	educator	NN
work_n5rnfgtllvgutm66o3h5asc6ju	33	11	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	33	12	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	33	13	without	without	IN
work_n5rnfgtllvgutm66o3h5asc6ju	33	14	being	be	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	33	15	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	33	16	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	33	17	same	same	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	33	18	place	place	NN
work_n5rnfgtllvgutm66o3h5asc6ju	33	19	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	34	1	This	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	34	2	feature	feature	NN
work_n5rnfgtllvgutm66o3h5asc6ju	34	3	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	34	4	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	34	5	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	34	6	provides	provide	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	34	7	opportunity	opportunity	NN
work_n5rnfgtllvgutm66o3h5asc6ju	34	8	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	34	9	learning	learn	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	34	10	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	34	11	anyone	anyone	NN
work_n5rnfgtllvgutm66o3h5asc6ju	34	12	at	at	IN
work_n5rnfgtllvgutm66o3h5asc6ju	34	13	any	any	DT
work_n5rnfgtllvgutm66o3h5asc6ju	34	14	age	age	NN
work_n5rnfgtllvgutm66o3h5asc6ju	34	15	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	34	16	place	place	NN
work_n5rnfgtllvgutm66o3h5asc6ju	34	17	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	34	18	time	time	NN
work_n5rnfgtllvgutm66o3h5asc6ju	34	19	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	34	20	speed	speed	NN
work_n5rnfgtllvgutm66o3h5asc6ju	34	21	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	34	22	7	7	CD
work_n5rnfgtllvgutm66o3h5asc6ju	34	23	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	34	24	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	35	1	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	35	2	most	most	RBS
work_n5rnfgtllvgutm66o3h5asc6ju	35	3	obvious	obvious	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	35	4	difference	difference	NN
work_n5rnfgtllvgutm66o3h5asc6ju	35	5	between	between	IN
work_n5rnfgtllvgutm66o3h5asc6ju	35	6	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	35	7	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	35	8	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	35	9	classical	classical	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	35	10	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	35	11	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	35	12	completing	complete	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	35	13	their	-PRON-	PRP$
work_n5rnfgtllvgutm66o3h5asc6ju	35	14	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	35	15	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	35	16	primary	primary	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	35	17	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	35	18	secondary	secondary	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	35	19	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	35	20	higher	high	JJR
work_n5rnfgtllvgutm66o3h5asc6ju	35	21	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	35	22	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	35	23	without	without	IN
work_n5rnfgtllvgutm66o3h5asc6ju	35	24	going	go	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	35	25	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	35	26	school	school	NN
work_n5rnfgtllvgutm66o3h5asc6ju	35	27	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	35	28	leaving	leave	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	35	29	their	-PRON-	PRP$
work_n5rnfgtllvgutm66o3h5asc6ju	35	30	jobs	job	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	35	31	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	35	32	leaving	leave	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	35	33	their	-PRON-	PRP$
work_n5rnfgtllvgutm66o3h5asc6ju	35	34	private	private	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	35	35	lives	life	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	35	36	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	36	1	3	3	LS
work_n5rnfgtllvgutm66o3h5asc6ju	36	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	37	1	Methodology	Methodology	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	37	2	Data	Data	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	37	3	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	37	4	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	37	5	relatively	relatively	RB
work_n5rnfgtllvgutm66o3h5asc6ju	37	6	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	37	7	new	new	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	37	8	technique	technique	NN
work_n5rnfgtllvgutm66o3h5asc6ju	37	9	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	37	10	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	37	11	world	world	NN
work_n5rnfgtllvgutm66o3h5asc6ju	37	12	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	37	13	information	information	NN
work_n5rnfgtllvgutm66o3h5asc6ju	37	14	sciences	science	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	37	15	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	38	1	Successful	successful	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	38	2	implementation	implementation	NN
work_n5rnfgtllvgutm66o3h5asc6ju	38	3	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	38	4	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	38	5	technique	technique	NN
work_n5rnfgtllvgutm66o3h5asc6ju	38	6	requires	require	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	38	7	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	38	8	sound	sound	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	38	9	methodology	methodology	NN
work_n5rnfgtllvgutm66o3h5asc6ju	38	10	built	build	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	38	11	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	38	12	best	good	JJS
work_n5rnfgtllvgutm66o3h5asc6ju	38	13	practices	practice	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	38	14	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	39	1	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	39	2	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	39	3	research	research	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	4	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	5	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	39	6	we	-PRON-	PRP
work_n5rnfgtllvgutm66o3h5asc6ju	39	7	followed	follow	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	39	8	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	39	9	popular	popular	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	39	10	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	39	11	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	12	methodology	methodology	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	13	called	call	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	39	14	Cross	Cross	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	39	15	Industry	Industry	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	39	16	Standard	Standard	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	39	17	Process	Process	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	39	18	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	39	19	Data	Data	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	39	20	Mining	Mining	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	39	21	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	39	22	CRISP	CRISP	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	39	23	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	39	24	DM	DM	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	39	25	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	39	26	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	39	27	which	which	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	39	28	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	39	29	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	39	30	six	six	CD
work_n5rnfgtllvgutm66o3h5asc6ju	39	31	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	39	32	step	step	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	33	process	process	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	34	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	39	35	8	8	CD
work_n5rnfgtllvgutm66o3h5asc6ju	39	36	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	39	37	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	39	38	Problem	problem	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	39	description	description	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	40	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	39	41	Involves	involve	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	39	42	understanding	understanding	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	43	project	project	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	44	goals	goal	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	39	45	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	39	46	business	business	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	47	perspective	perspective	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	48	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	39	49	transforming	transform	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	39	50	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	39	51	information	information	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	52	into	into	IN
work_n5rnfgtllvgutm66o3h5asc6ju	39	53	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	39	54	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	55	problem	problem	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	56	description	description	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	57	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	39	58	making	make	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	39	59	project	project	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	60	plan	plan	NN
work_n5rnfgtllvgutm66o3h5asc6ju	39	61	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	39	62	reach	reach	VB
work_n5rnfgtllvgutm66o3h5asc6ju	39	63	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	39	64	related	related	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	39	65	goals	goal	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	39	66	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	40	1	Understanding	understand	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	40	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	40	3	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	40	4	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	40	5	Involves	involve	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	40	6	identifying	identify	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	40	7	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	40	8	sources	source	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	40	9	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	40	10	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	40	11	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	40	12	obtaining	obtain	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	40	13	an	an	DT
work_n5rnfgtllvgutm66o3h5asc6ju	40	14	initial	initial	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	40	15	set	set	NN
work_n5rnfgtllvgutm66o3h5asc6ju	40	16	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	40	17	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	40	18	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	40	19	assess	assess	VB
work_n5rnfgtllvgutm66o3h5asc6ju	40	20	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	40	21	information	information	NN
work_n5rnfgtllvgutm66o3h5asc6ju	40	22	coverage	coverage	NN
work_n5rnfgtllvgutm66o3h5asc6ju	40	23	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	40	24	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	40	25	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	40	26	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	40	27	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	40	28	problem	problem	NN
work_n5rnfgtllvgutm66o3h5asc6ju	40	29	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	40	30	hand	hand	NN
work_n5rnfgtllvgutm66o3h5asc6ju	40	31	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	41	1	Preparing	prepare	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	41	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	41	3	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	41	4	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	41	5	Involves	involve	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	41	6	pre	pre	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	41	7	-	-	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	41	8	processing	process	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	41	9	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	41	10	cleaning	cleaning	NN
work_n5rnfgtllvgutm66o3h5asc6ju	41	11	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	41	12	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	41	13	transforming	transform	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	41	14	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	41	15	relevant	relevant	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	41	16	data	data	NN
work_n5rnfgtllvgutm66o3h5asc6ju	41	17	into	into	IN
work_n5rnfgtllvgutm66o3h5asc6ju	41	18	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	41	19	form	form	NN
work_n5rnfgtllvgutm66o3h5asc6ju	41	20	that	that	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	41	21	can	can	MD
work_n5rnfgtllvgutm66o3h5asc6ju	41	22	be	be	VB
work_n5rnfgtllvgutm66o3h5asc6ju	41	23	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	41	24	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	41	25	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	41	26	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	41	27	algorithms	algorithm	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	41	28	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	42	1	Creating	create	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	42	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	42	3	models	model	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	42	4	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	42	5	Involves	involve	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	42	6	developing	develop	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	42	7	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	42	8	wide	wide	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	42	9	range	range	NN
work_n5rnfgtllvgutm66o3h5asc6ju	42	10	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	42	11	models	model	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	42	12	using	use	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	42	13	comparable	comparable	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	42	14	analytical	analytical	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	42	15	techniques	technique	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	42	16	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	42	17	i.e.	i.e.	FW
work_n5rnfgtllvgutm66o3h5asc6ju	42	18	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	42	19	selecting	select	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	42	20	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	42	21	appropriate	appropriate	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	42	22	modeling	modeling	NN
work_n5rnfgtllvgutm66o3h5asc6ju	42	23	technique	technique	NN
work_n5rnfgtllvgutm66o3h5asc6ju	42	24	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	42	25	setting	set	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	42	26	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	42	27	parameters	parameter	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	42	28	related	relate	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	42	29	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	42	30	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	42	31	model	model	NN
work_n5rnfgtllvgutm66o3h5asc6ju	42	32	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	42	33	optimal	optimal	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	42	34	values	value	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	42	35	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	42	36	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	43	1	Evaluating	evaluate	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	43	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	43	3	models	model	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	43	4	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	43	5	Involves	involve	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	43	6	evaluating	evaluate	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	43	7	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	43	8	assessing	assess	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	43	9	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	43	10	validity	validity	NN
work_n5rnfgtllvgutm66o3h5asc6ju	43	11	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	43	12	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	43	13	utility	utility	NN
work_n5rnfgtllvgutm66o3h5asc6ju	43	14	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	43	15	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	43	16	models	model	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	43	17	against	against	IN
work_n5rnfgtllvgutm66o3h5asc6ju	43	18	each	each	DT
work_n5rnfgtllvgutm66o3h5asc6ju	43	19	other	other	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	43	20	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	43	21	against	against	IN
work_n5rnfgtllvgutm66o3h5asc6ju	43	22	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	43	23	goals	goal	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	43	24	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	43	25	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	43	26	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	43	27	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	44	1	Using	use	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	44	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	44	3	model	model	NN
work_n5rnfgtllvgutm66o3h5asc6ju	44	4	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	44	5	Involves	involve	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	44	6	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	44	7	such	such	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	44	8	activities	activity	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	44	9	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	44	10	deploying	deploy	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	44	11	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	44	12	models	model	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	44	13	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	44	14	use	use	NN
work_n5rnfgtllvgutm66o3h5asc6ju	44	15	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	44	16	decision	decision	NN
work_n5rnfgtllvgutm66o3h5asc6ju	44	17	making	make	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	44	18	processes	process	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	44	19	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	44	20	i.e.	i.e.	FW
work_n5rnfgtllvgutm66o3h5asc6ju	44	21	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	44	22	making	make	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	44	23	it	-PRON-	PRP
work_n5rnfgtllvgutm66o3h5asc6ju	44	24	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	44	25	part	part	NN
work_n5rnfgtllvgutm66o3h5asc6ju	44	26	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	44	27	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	44	28	decision	decision	NN
work_n5rnfgtllvgutm66o3h5asc6ju	44	29	support	support	NN
work_n5rnfgtllvgutm66o3h5asc6ju	44	30	system	system	NN
work_n5rnfgtllvgutm66o3h5asc6ju	44	31	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	44	32	process	process	NN
work_n5rnfgtllvgutm66o3h5asc6ju	44	33	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	44	34	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	45	1	A	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	45	2	graphical	graphical	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	45	3	representation	representation	NN
work_n5rnfgtllvgutm66o3h5asc6ju	45	4	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	45	5	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	45	6	methodology	methodology	NN
work_n5rnfgtllvgutm66o3h5asc6ju	45	7	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	45	8	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	45	9	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	45	10	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	45	11	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	45	12	shown	show	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	45	13	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	45	14	Figure	Figure	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	45	15	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	45	16	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	46	1	264	264	CD
work_n5rnfgtllvgutm66o3h5asc6ju	46	2	Baha	Baha	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	46	3	Sen	Sen	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	46	4	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	46	5	Emine	Emine	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	46	6	Ucar	Ucar	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	46	7	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	46	8	Procedia	Procedia	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	46	9	Technology	Technology	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	46	10	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	46	11	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	46	12	2012	2012	CD
work_n5rnfgtllvgutm66o3h5asc6ju	46	13	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	46	14	262	262	CD
work_n5rnfgtllvgutm66o3h5asc6ju	46	15	–	–	:
work_n5rnfgtllvgutm66o3h5asc6ju	46	16	267	267	CD
work_n5rnfgtllvgutm66o3h5asc6ju	46	17	Fig.1	fig.1	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	46	18	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	47	1	A	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	47	2	graphical	graphical	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	47	3	illustration	illustration	NN
work_n5rnfgtllvgutm66o3h5asc6ju	47	4	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	47	5	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	47	6	methodology	methodology	NN
work_n5rnfgtllvgutm66o3h5asc6ju	47	7	employed	employ	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	47	8	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	47	9	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	47	10	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	47	11	3.1	3.1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	47	12	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	48	1	Data	Data	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	48	2	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	48	3	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	48	4	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	48	5	3047	3047	CD
work_n5rnfgtllvgutm66o3h5asc6ju	48	6	records	record	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	48	7	were	be	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	48	8	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	48	9	which	which	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	48	10	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	48	11	taken	take	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	48	12	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	48	13	Karabük	Karabük	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	48	14	University	University	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	48	15	Computer	Computer	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	48	16	Engineering	Engineering	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	48	17	Department	Department	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	48	18	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	49	1	Dataset	Dataset	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	49	2	have	have	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	49	3	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	49	4	'	'	POS
work_n5rnfgtllvgutm66o3h5asc6ju	49	5	information	information	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	6	such	such	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	49	7	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	49	8	age	age	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	9	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	49	10	gender	gender	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	11	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	49	12	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	13	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	49	14	secondary	secondary	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	49	15	school	school	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	16	graduation	graduation	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	17	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	49	18	whether	whether	IN
work_n5rnfgtllvgutm66o3h5asc6ju	49	19	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	49	20	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	49	21	study	study	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	49	22	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	49	23	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	24	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	25	or	or	CC
work_n5rnfgtllvgutm66o3h5asc6ju	49	26	regular	regular	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	49	27	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	28	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	49	29	their	-PRON-	PRP$
work_n5rnfgtllvgutm66o3h5asc6ju	49	30	lesson	lesson	NN
work_n5rnfgtllvgutm66o3h5asc6ju	49	31	scores	score	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	49	32	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	50	1	And	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	50	2	also	also	RB
work_n5rnfgtllvgutm66o3h5asc6ju	50	3	dataset	dataset	VB
work_n5rnfgtllvgutm66o3h5asc6ju	50	4	has	have	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	50	5	information	information	NN
work_n5rnfgtllvgutm66o3h5asc6ju	50	6	about	about	IN
work_n5rnfgtllvgutm66o3h5asc6ju	50	7	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	50	8	lesson	lesson	NN
work_n5rnfgtllvgutm66o3h5asc6ju	50	9	taken	take	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	50	10	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	50	11	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	50	12	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	50	13	vocational	vocational	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	50	14	lessons	lesson	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	50	15	or	or	CC
work_n5rnfgtllvgutm66o3h5asc6ju	50	16	cultural	cultural	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	50	17	lessons	lesson	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	50	18	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	51	1	Table	table	NN
work_n5rnfgtllvgutm66o3h5asc6ju	51	2	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	51	3	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	52	1	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	52	2	list	list	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	3	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	52	4	independent	independent	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	52	5	variables	variable	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	52	6	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	52	7	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	52	8	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	52	9	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	10	Variable	Variable	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	11	Name	Name	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	12	Data	Data	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	13	Type	Type	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	14	Description	Description	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	15	Gender	Gender	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	16	Text	Text	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	17	Students	Students	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	18	’	’	POS
work_n5rnfgtllvgutm66o3h5asc6ju	52	19	gender	gender	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	20	Age	Age	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	21	Number	Number	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	22	Students	Students	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	23	’	’	POS
work_n5rnfgtllvgutm66o3h5asc6ju	52	24	age	age	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	25	Type	Type	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	26	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	52	27	High	High	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	28	School	School	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	29	Graduation	Graduation	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	30	Text	Text	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	31	Students	Students	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	32	’	’	POS
work_n5rnfgtllvgutm66o3h5asc6ju	52	33	high	high	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	52	34	school	school	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	35	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	36	Distance	Distance	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	37	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	52	38	Regular	Regular	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	39	Education	Education	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	40	Text	Text	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	41	Students	Students	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	42	’	’	POS
work_n5rnfgtllvgutm66o3h5asc6ju	52	43	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	44	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	45	Lesson	Lesson	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	46	Type	Type	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	47	Text	Text	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	48	Type	Type	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	49	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	52	50	lessons	lesson	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	52	51	Scores	score	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	52	52	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	52	53	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	52	54	which	which	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	52	55	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	52	56	studying	study	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	52	57	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	52	58	Karabük	Karabük	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	59	University	University	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	52	60	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	52	61	represented	represent	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	52	62	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	52	63	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	52	64	letter	letter	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	65	system	system	NN
work_n5rnfgtllvgutm66o3h5asc6ju	52	66	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	53	1	Score	score	NN
work_n5rnfgtllvgutm66o3h5asc6ju	53	2	ranges	range	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	53	3	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	53	4	these	these	DT
work_n5rnfgtllvgutm66o3h5asc6ju	53	5	letters	letter	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	53	6	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	53	7	shown	show	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	53	8	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	53	9	Table	table	NN
work_n5rnfgtllvgutm66o3h5asc6ju	53	10	2	2	CD
work_n5rnfgtllvgutm66o3h5asc6ju	53	11	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	54	1	Table	table	NN
work_n5rnfgtllvgutm66o3h5asc6ju	54	2	2	2	CD
work_n5rnfgtllvgutm66o3h5asc6ju	54	3	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	55	1	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	55	2	output	output	NN
work_n5rnfgtllvgutm66o3h5asc6ju	55	3	variable	variable	NN
work_n5rnfgtllvgutm66o3h5asc6ju	55	4	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	55	5	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	55	6	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	55	7	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	55	8	Raw	Raw	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	55	9	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	55	10	Score	Score	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	55	11	Nominal	Nominal	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	55	12	Representation	Representation	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	55	13	90	90	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	14	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	55	15	100	100	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	16	A1	A1	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	55	17	80	80	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	18	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	55	19	89	89	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	20	A2	A2	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	55	21	70	70	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	22	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	55	23	79	79	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	24	B1	B1	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	55	25	65	65	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	26	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	55	27	69	69	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	28	B2	b2	NN
work_n5rnfgtllvgutm66o3h5asc6ju	55	29	60	60	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	30	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	55	31	64	64	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	32	C	C	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	55	33	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	34	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	55	35	60	60	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	36	F	F	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	55	37	3.2	3.2	CD
work_n5rnfgtllvgutm66o3h5asc6ju	55	38	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	56	1	Data	Data	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	56	2	Mining	Mining	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	56	3	Methods	Methods	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	56	4	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	56	5	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	56	6	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	56	7	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	56	8	two	two	CD
work_n5rnfgtllvgutm66o3h5asc6ju	56	9	popular	popular	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	56	10	prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	56	11	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	56	12	classification	classification	NN
work_n5rnfgtllvgutm66o3h5asc6ju	56	13	methods	method	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	56	14	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	56	15	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	56	16	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	56	17	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	56	18	compared	compare	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	56	19	to	to	IN
work_n5rnfgtllvgutm66o3h5asc6ju	56	20	each	each	DT
work_n5rnfgtllvgutm66o3h5asc6ju	56	21	other	other	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	56	22	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	56	23	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	56	24	artificial	artificial	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	56	25	neural	neural	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	56	26	networks	network	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	56	27	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	56	28	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	56	29	decision	decision	NN
work_n5rnfgtllvgutm66o3h5asc6ju	56	30	trees	tree	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	56	31	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	57	1	These	these	DT
work_n5rnfgtllvgutm66o3h5asc6ju	57	2	prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	57	3	methods	method	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	57	4	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	57	5	selected	select	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	57	6	because	because	IN
work_n5rnfgtllvgutm66o3h5asc6ju	57	7	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	57	8	their	-PRON-	PRP$
work_n5rnfgtllvgutm66o3h5asc6ju	57	9	superior	superior	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	57	10	capability	capability	NN
work_n5rnfgtllvgutm66o3h5asc6ju	57	11	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	57	12	modeling	model	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	57	13	classification	classification	NN
work_n5rnfgtllvgutm66o3h5asc6ju	57	14	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	57	15	prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	57	16	problems	problem	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	57	17	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	57	18	their	-PRON-	PRP$
work_n5rnfgtllvgutm66o3h5asc6ju	57	19	popularity	popularity	NN
work_n5rnfgtllvgutm66o3h5asc6ju	57	20	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	57	21	recently	recently	RB
work_n5rnfgtllvgutm66o3h5asc6ju	57	22	published	publish	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	57	23	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	57	24	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	57	25	literature	literature	NN
work_n5rnfgtllvgutm66o3h5asc6ju	57	26	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	58	1	What	what	WP
work_n5rnfgtllvgutm66o3h5asc6ju	58	2	follows	follow	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	58	3	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	58	4	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	58	5	brief	brief	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	58	6	description	description	NN
work_n5rnfgtllvgutm66o3h5asc6ju	58	7	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	58	8	these	these	DT
work_n5rnfgtllvgutm66o3h5asc6ju	58	9	modeling	modeling	NN
work_n5rnfgtllvgutm66o3h5asc6ju	58	10	techniques	technique	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	58	11	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	59	1	Artificial	Artificial	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	59	2	Neural	Neural	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	59	3	Networks	Networks	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	59	4	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	59	5	Artificial	artificial	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	59	6	neural	neural	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	59	7	networks	network	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	59	8	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	59	9	or	or	CC
work_n5rnfgtllvgutm66o3h5asc6ju	59	10	NN	NN	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	59	11	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	59	12	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	59	13	short	short	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	59	14	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	59	15	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	59	16	commonly	commonly	RB
work_n5rnfgtllvgutm66o3h5asc6ju	59	17	known	know	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	59	18	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	59	19	biologically	biologically	RB
work_n5rnfgtllvgutm66o3h5asc6ju	59	20	inspired	inspire	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	59	21	mathematical	mathematical	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	59	22	techniques	technique	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	59	23	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	59	24	capable	capable	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	59	25	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	59	26	modeling	model	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	59	27	extremely	extremely	RB
work_n5rnfgtllvgutm66o3h5asc6ju	59	28	complex	complex	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	59	29	nonlinear	nonlinear	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	59	30	functions	function	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	59	31	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	59	32	9	9	CD
work_n5rnfgtllvgutm66o3h5asc6ju	59	33	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	59	34	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	60	1	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	60	2	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	60	3	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	60	4	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	60	5	we	-PRON-	PRP
work_n5rnfgtllvgutm66o3h5asc6ju	60	6	used	use	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	60	7	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	60	8	popular	popular	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	60	9	NN	NN	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	60	10	architecture	architecture	NN
work_n5rnfgtllvgutm66o3h5asc6ju	60	11	called	call	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	60	12	multilayer	multilayer	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	60	13	perceptron	perceptron	NN
work_n5rnfgtllvgutm66o3h5asc6ju	60	14	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	60	15	MLP	MLP	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	60	16	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	60	17	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	60	18	back-	back-	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	60	19	propagation	propagation	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	60	20	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	60	21	supervised	supervise	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	60	22	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	60	23	learning	learn	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	60	24	algorithm	algorithm	NN
work_n5rnfgtllvgutm66o3h5asc6ju	60	25	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	61	1	MLP	MLP	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	61	2	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	61	3	capable	capable	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	61	4	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	61	5	producing	produce	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	61	6	both	both	DT
work_n5rnfgtllvgutm66o3h5asc6ju	61	7	classification	classification	NN
work_n5rnfgtllvgutm66o3h5asc6ju	61	8	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	61	9	regression	regression	NN
work_n5rnfgtllvgutm66o3h5asc6ju	61	10	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	61	11	prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	61	12	models	model	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	61	13	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	61	14	where	where	WRB
work_n5rnfgtllvgutm66o3h5asc6ju	61	15	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	61	16	only	only	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	61	17	difference	difference	NN
work_n5rnfgtllvgutm66o3h5asc6ju	61	18	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	61	19	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	61	20	output	output	NN
work_n5rnfgtllvgutm66o3h5asc6ju	61	21	variable	variable	NN
work_n5rnfgtllvgutm66o3h5asc6ju	61	22	being	be	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	61	23	nominal	nominal	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	61	24	or	or	CC
work_n5rnfgtllvgutm66o3h5asc6ju	61	25	numeric	numeric	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	61	26	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	61	27	classification	classification	NN
work_n5rnfgtllvgutm66o3h5asc6ju	61	28	or	or	CC
work_n5rnfgtllvgutm66o3h5asc6ju	61	29	regression	regression	NN
work_n5rnfgtllvgutm66o3h5asc6ju	61	30	estimations	estimation	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	61	31	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	62	1	MLP	MLP	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	62	2	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	62	3	shown	show	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	62	4	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	62	5	be	be	VB
work_n5rnfgtllvgutm66o3h5asc6ju	62	6	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	62	7	strong	strong	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	62	8	function	function	NN
work_n5rnfgtllvgutm66o3h5asc6ju	62	9	approximator	approximator	NN
work_n5rnfgtllvgutm66o3h5asc6ju	62	10	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	62	11	265	265	CD
work_n5rnfgtllvgutm66o3h5asc6ju	62	12	Baha	Baha	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	62	13	Sen	Sen	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	62	14	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	62	15	Emine	Emine	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	62	16	Ucar	Ucar	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	62	17	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	62	18	Procedia	Procedia	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	62	19	Technology	Technology	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	62	20	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	62	21	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	62	22	2012	2012	CD
work_n5rnfgtllvgutm66o3h5asc6ju	62	23	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	62	24	262	262	CD
work_n5rnfgtllvgutm66o3h5asc6ju	62	25	–	–	:
work_n5rnfgtllvgutm66o3h5asc6ju	62	26	267	267	CD
work_n5rnfgtllvgutm66o3h5asc6ju	62	27	prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	62	28	problems	problem	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	62	29	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	62	30	that	that	RB
work_n5rnfgtllvgutm66o3h5asc6ju	62	31	is	is	RB
work_n5rnfgtllvgutm66o3h5asc6ju	62	32	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	62	33	given	give	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	62	34	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	62	35	right	right	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	62	36	size	size	NN
work_n5rnfgtllvgutm66o3h5asc6ju	62	37	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	62	38	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	62	39	structure	structure	NN
work_n5rnfgtllvgutm66o3h5asc6ju	62	40	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	62	41	MLP	MLP	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	62	42	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	62	43	shown	show	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	62	44	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	62	45	be	be	VB
work_n5rnfgtllvgutm66o3h5asc6ju	62	46	capable	capable	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	62	47	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	62	48	learning	learn	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	62	49	highly	highly	RB
work_n5rnfgtllvgutm66o3h5asc6ju	62	50	complex	complex	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	62	51	nonlinear	nonlinear	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	62	52	relationships	relationship	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	62	53	between	between	IN
work_n5rnfgtllvgutm66o3h5asc6ju	62	54	input	input	NN
work_n5rnfgtllvgutm66o3h5asc6ju	62	55	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	62	56	output	output	NN
work_n5rnfgtllvgutm66o3h5asc6ju	62	57	variables	variable	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	62	58	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	62	59	10	10	CD
work_n5rnfgtllvgutm66o3h5asc6ju	62	60	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	62	61	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	63	1	Decision	decision	NN
work_n5rnfgtllvgutm66o3h5asc6ju	63	2	Trees	tree	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	63	3	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	63	4	As	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	63	5	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	63	6	name	name	NN
work_n5rnfgtllvgutm66o3h5asc6ju	63	7	implies	imply	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	63	8	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	63	9	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	63	10	technique	technique	NN
work_n5rnfgtllvgutm66o3h5asc6ju	63	11	recursively	recursively	RB
work_n5rnfgtllvgutm66o3h5asc6ju	63	12	separates	separate	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	63	13	observations	observation	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	63	14	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	63	15	branches	branch	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	63	16	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	63	17	construct	construct	VB
work_n5rnfgtllvgutm66o3h5asc6ju	63	18	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	63	19	tree	tree	NN
work_n5rnfgtllvgutm66o3h5asc6ju	63	20	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	63	21	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	63	22	purpose	purpose	NN
work_n5rnfgtllvgutm66o3h5asc6ju	63	23	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	63	24	achieving	achieve	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	63	25	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	63	26	highest	high	JJS
work_n5rnfgtllvgutm66o3h5asc6ju	63	27	possible	possible	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	63	28	prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	63	29	accuracy	accuracy	NN
work_n5rnfgtllvgutm66o3h5asc6ju	63	30	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	64	1	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	64	2	doing	do	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	64	3	so	so	RB
work_n5rnfgtllvgutm66o3h5asc6ju	64	4	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	64	5	different	different	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	64	6	mathematical	mathematical	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	64	7	algorithms	algorithm	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	64	8	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	64	9	e.g.	e.g.	RB
work_n5rnfgtllvgutm66o3h5asc6ju	64	10	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	64	11	information	information	NN
work_n5rnfgtllvgutm66o3h5asc6ju	64	12	gain	gain	NN
work_n5rnfgtllvgutm66o3h5asc6ju	64	13	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	64	14	Gini	Gini	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	64	15	index	index	NN
work_n5rnfgtllvgutm66o3h5asc6ju	64	16	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	64	17	Chisquare	Chisquare	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	64	18	statistics	statistic	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	64	19	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	64	20	etc	etc	FW
work_n5rnfgtllvgutm66o3h5asc6ju	64	21	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	64	22	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	65	1	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	65	2	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	65	3	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	65	4	identify	identify	VB
work_n5rnfgtllvgutm66o3h5asc6ju	65	5	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	65	6	variable	variable	NN
work_n5rnfgtllvgutm66o3h5asc6ju	65	7	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	65	8	from	from	IN
work_n5rnfgtllvgutm66o3h5asc6ju	65	9	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	65	10	available	available	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	65	11	variable	variable	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	65	12	pool	pool	NN
work_n5rnfgtllvgutm66o3h5asc6ju	65	13	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	65	14	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	65	15	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	65	16	corresponding	corresponding	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	65	17	threshold	threshold	NN
work_n5rnfgtllvgutm66o3h5asc6ju	65	18	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	65	19	that	that	DT
work_n5rnfgtllvgutm66o3h5asc6ju	65	20	variable	variable	NN
work_n5rnfgtllvgutm66o3h5asc6ju	65	21	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	65	22	split	split	VB
work_n5rnfgtllvgutm66o3h5asc6ju	65	23	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	65	24	pool	pool	NN
work_n5rnfgtllvgutm66o3h5asc6ju	65	25	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	65	26	observations	observation	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	65	27	into	into	IN
work_n5rnfgtllvgutm66o3h5asc6ju	65	28	two	two	CD
work_n5rnfgtllvgutm66o3h5asc6ju	65	29	or	or	CC
work_n5rnfgtllvgutm66o3h5asc6ju	65	30	more	more	JJR
work_n5rnfgtllvgutm66o3h5asc6ju	65	31	subgroups	subgroup	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	65	32	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	66	1	This	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	66	2	step	step	NN
work_n5rnfgtllvgutm66o3h5asc6ju	66	3	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	66	4	repeated	repeat	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	66	5	at	at	IN
work_n5rnfgtllvgutm66o3h5asc6ju	66	6	each	each	DT
work_n5rnfgtllvgutm66o3h5asc6ju	66	7	leaf	leaf	NN
work_n5rnfgtllvgutm66o3h5asc6ju	66	8	node	node	NN
work_n5rnfgtllvgutm66o3h5asc6ju	66	9	until	until	IN
work_n5rnfgtllvgutm66o3h5asc6ju	66	10	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	66	11	complete	complete	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	66	12	tree	tree	NN
work_n5rnfgtllvgutm66o3h5asc6ju	66	13	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	66	14	constructed	construct	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	66	15	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	67	1	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	67	2	most	most	RBS
work_n5rnfgtllvgutm66o3h5asc6ju	67	3	popular	popular	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	67	4	decision	decision	NN
work_n5rnfgtllvgutm66o3h5asc6ju	67	5	tree	tree	NN
work_n5rnfgtllvgutm66o3h5asc6ju	67	6	algorithms	algorithm	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	67	7	include	include	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	67	8	Quinlan	Quinlan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	67	9	's	's	POS
work_n5rnfgtllvgutm66o3h5asc6ju	67	10	ID3	ID3	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	67	11	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	67	12	C4.5	C4.5	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	67	13	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	67	14	C5	C5	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	67	15	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	67	16	Breiman	Breiman	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	67	17	’s	’s	POS
work_n5rnfgtllvgutm66o3h5asc6ju	67	18	CART	CART	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	67	19	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	67	20	Classification	classification	NN
work_n5rnfgtllvgutm66o3h5asc6ju	67	21	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	67	22	Regression	Regression	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	67	23	Trees	Trees	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	67	24	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	67	25	algorithms	algorithm	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	67	26	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	68	1	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	68	2	this	this	DT
work_n5rnfgtllvgutm66o3h5asc6ju	68	3	study	study	NN
work_n5rnfgtllvgutm66o3h5asc6ju	68	4	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	68	5	we	-PRON-	PRP
work_n5rnfgtllvgutm66o3h5asc6ju	68	6	choose	choose	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	68	7	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	68	8	use	use	VB
work_n5rnfgtllvgutm66o3h5asc6ju	68	9	Quinlan	Quinlan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	68	10	’s	’s	POS
work_n5rnfgtllvgutm66o3h5asc6ju	68	11	C5	C5	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	68	12	algorithm	algorithm	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	68	13	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	68	14	which	which	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	68	15	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	68	16	an	an	DT
work_n5rnfgtllvgutm66o3h5asc6ju	68	17	improved	improved	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	68	18	version	version	NN
work_n5rnfgtllvgutm66o3h5asc6ju	68	19	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	68	20	C4.5	C4.5	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	68	21	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	68	22	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	68	23	very	very	RB
work_n5rnfgtllvgutm66o3h5asc6ju	68	24	popular	popular	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	68	25	decision	decision	NN
work_n5rnfgtllvgutm66o3h5asc6ju	68	26	tree	tree	NN
work_n5rnfgtllvgutm66o3h5asc6ju	68	27	algorithm	algorithm	NN
work_n5rnfgtllvgutm66o3h5asc6ju	68	28	used	use	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	68	29	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	68	30	researchers	researcher	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	68	31	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	68	32	practitioners	practitioner	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	68	33	since	since	IN
work_n5rnfgtllvgutm66o3h5asc6ju	68	34	early	early	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	68	35	1990s	1990s	CD
work_n5rnfgtllvgutm66o3h5asc6ju	68	36	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	68	37	[	[	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	68	38	11	11	CD
work_n5rnfgtllvgutm66o3h5asc6ju	68	39	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	68	40	12	12	CD
work_n5rnfgtllvgutm66o3h5asc6ju	68	41	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	68	42	13	13	CD
work_n5rnfgtllvgutm66o3h5asc6ju	68	43	]	]	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	68	44	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	69	1	4	4	LS
work_n5rnfgtllvgutm66o3h5asc6ju	69	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	70	1	Results	result	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	70	2	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	70	3	Conclusions	conclusion	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	70	4	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	70	5	prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	70	6	results	result	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	70	7	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	70	8	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	70	9	two	two	CD
work_n5rnfgtllvgutm66o3h5asc6ju	70	10	modeling	modeling	NN
work_n5rnfgtllvgutm66o3h5asc6ju	70	11	methods	method	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	70	12	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	70	13	presented	present	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	70	14	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	70	15	Table	table	NN
work_n5rnfgtllvgutm66o3h5asc6ju	70	16	3	3	CD
work_n5rnfgtllvgutm66o3h5asc6ju	70	17	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	71	1	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	71	2	results	result	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	71	3	presented	present	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	71	4	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	71	5	Table	table	NN
work_n5rnfgtllvgutm66o3h5asc6ju	71	6	3	3	CD
work_n5rnfgtllvgutm66o3h5asc6ju	71	7	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	71	8	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	71	9	10-fold	10-fold	CD
work_n5rnfgtllvgutm66o3h5asc6ju	71	10	cross	cross	NN
work_n5rnfgtllvgutm66o3h5asc6ju	71	11	validation	validation	NN
work_n5rnfgtllvgutm66o3h5asc6ju	71	12	results	result	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	71	13	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	72	1	Since	since	IN
work_n5rnfgtllvgutm66o3h5asc6ju	72	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	72	3	output	output	NN
work_n5rnfgtllvgutm66o3h5asc6ju	72	4	variable	variable	NN
work_n5rnfgtllvgutm66o3h5asc6ju	72	5	had	have	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	72	6	six	six	CD
work_n5rnfgtllvgutm66o3h5asc6ju	72	7	nominal	nominal	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	72	8	values	value	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	72	9	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	72	10	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	72	11	confusion	confusion	NN
work_n5rnfgtllvgutm66o3h5asc6ju	72	12	matrixes	matrix	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	72	13	show	show	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	72	14	6x6	6x6	CD
work_n5rnfgtllvgutm66o3h5asc6ju	72	15	square	square	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	72	16	matrix	matrix	NN
work_n5rnfgtllvgutm66o3h5asc6ju	72	17	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	73	1	In	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	73	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	73	3	confusion	confusion	NN
work_n5rnfgtllvgutm66o3h5asc6ju	73	4	matrixes	matrixe	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	73	5	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	73	6	rows	row	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	73	7	represent	represent	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	73	8	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	73	9	actual	actual	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	73	10	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	73	11	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	73	12	columns	column	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	73	13	represent	represent	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	73	14	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	73	15	predictions	prediction	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	73	16	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	74	1	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	74	2	right	right	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	74	3	most	most	JJS
work_n5rnfgtllvgutm66o3h5asc6ju	74	4	columns	column	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	74	5	show	show	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	74	6	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	74	7	prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	74	8	accuracies	accuracy	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	74	9	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	74	10	each	each	DT
work_n5rnfgtllvgutm66o3h5asc6ju	74	11	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	74	12	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	74	13	six	six	CD
work_n5rnfgtllvgutm66o3h5asc6ju	74	14	output	output	NN
work_n5rnfgtllvgutm66o3h5asc6ju	74	15	variable	variable	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	74	16	values	value	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	74	17	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	75	1	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	75	2	overall	overall	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	75	3	accuracy	accuracy	NN
work_n5rnfgtllvgutm66o3h5asc6ju	75	4	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	75	5	each	each	DT
work_n5rnfgtllvgutm66o3h5asc6ju	75	6	model	model	NN
work_n5rnfgtllvgutm66o3h5asc6ju	75	7	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	75	8	presented	present	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	75	9	at	at	IN
work_n5rnfgtllvgutm66o3h5asc6ju	75	10	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	75	11	bottom	bottom	NN
work_n5rnfgtllvgutm66o3h5asc6ju	75	12	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	75	13	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	75	14	right	right	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	75	15	most	most	JJS
work_n5rnfgtllvgutm66o3h5asc6ju	75	16	columns	column	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	75	17	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	76	1	As	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	76	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	76	3	results	result	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	76	4	indicate	indicate	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	76	5	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	76	6	all	all	DT
work_n5rnfgtllvgutm66o3h5asc6ju	76	7	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	76	8	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	76	9	classification	classification	NN
work_n5rnfgtllvgutm66o3h5asc6ju	76	10	methods	method	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	76	11	performed	perform	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	76	12	reasonably	reasonably	RB
work_n5rnfgtllvgutm66o3h5asc6ju	76	13	well	well	RB
work_n5rnfgtllvgutm66o3h5asc6ju	76	14	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	76	15	predicting	predict	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	76	16	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	76	17	six	six	CD
work_n5rnfgtllvgutm66o3h5asc6ju	76	18	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	76	19	value	value	NN
work_n5rnfgtllvgutm66o3h5asc6ju	76	20	nominal	nominal	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	76	21	variable	variable	NN
work_n5rnfgtllvgutm66o3h5asc6ju	76	22	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	77	1	Among	among	IN
work_n5rnfgtllvgutm66o3h5asc6ju	77	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	77	3	two	two	CD
work_n5rnfgtllvgutm66o3h5asc6ju	77	4	model	model	NN
work_n5rnfgtllvgutm66o3h5asc6ju	77	5	types	type	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	77	6	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	77	7	decision	decision	NN
work_n5rnfgtllvgutm66o3h5asc6ju	77	8	tree	tree	NN
work_n5rnfgtllvgutm66o3h5asc6ju	77	9	algorithms	algorithm	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	77	10	produced	produce	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	77	11	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	77	12	best	good	JJS
work_n5rnfgtllvgutm66o3h5asc6ju	77	13	prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	77	14	results	result	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	77	15	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	77	16	97.8107	97.8107	CD
work_n5rnfgtllvgutm66o3h5asc6ju	77	17	%	%	NN
work_n5rnfgtllvgutm66o3h5asc6ju	77	18	overall	overall	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	77	19	accuracy	accuracy	NN
work_n5rnfgtllvgutm66o3h5asc6ju	77	20	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	77	21	10	10	CD
work_n5rnfgtllvgutm66o3h5asc6ju	77	22	fold	fold	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	77	23	holdout	holdout	NN
work_n5rnfgtllvgutm66o3h5asc6ju	77	24	dataset	dataset	NN
work_n5rnfgtllvgutm66o3h5asc6ju	77	25	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	78	1	Decision	decision	NN
work_n5rnfgtllvgutm66o3h5asc6ju	78	2	tree	tree	NN
work_n5rnfgtllvgutm66o3h5asc6ju	78	3	models	model	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	78	4	followed	follow	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	78	5	by	by	IN
work_n5rnfgtllvgutm66o3h5asc6ju	78	6	artificial	artificial	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	78	7	neural	neural	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	78	8	networks	network	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	78	9	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	78	10	an	an	DT
work_n5rnfgtllvgutm66o3h5asc6ju	78	11	overall	overall	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	78	12	accuracy	accuracy	NN
work_n5rnfgtllvgutm66o3h5asc6ju	78	13	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	78	14	94,3752	94,3752	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	78	15	%	%	NN
work_n5rnfgtllvgutm66o3h5asc6ju	78	16	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	79	1	Table	table	NN
work_n5rnfgtllvgutm66o3h5asc6ju	79	2	3	3	CD
work_n5rnfgtllvgutm66o3h5asc6ju	79	3	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	80	1	Prediction	prediction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	2	results	result	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	80	3	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	80	4	classification	classification	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	5	methods	method	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	80	6	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	80	7	presented	present	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	80	8	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	80	9	confusion	confusion	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	10	matrixes	matrix	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	80	11	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	80	12	Artificial	Artificial	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	13	Neural	Neural	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	14	Network	Network	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	15	A1	A1	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	16	A2	A2	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	17	B1	b1	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	18	B2	b2	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	19	C	C	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	20	F	F	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	21	Accuracy	Accuracy	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	22	A1	A1	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	23	171	171	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	24	21	21	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	25	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	26	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	27	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	28	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	29	A2	a2	$
work_n5rnfgtllvgutm66o3h5asc6ju	80	30	24	24	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	31	334	334	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	32	15	15	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	33	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	34	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	35	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	36	B1	b1	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	37	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	38	19	19	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	39	536	536	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	40	22	22	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	41	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	42	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	43	B2	b2	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	44	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	45	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	46	16	16	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	47	322	322	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	48	13	13	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	49	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	50	C	c	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	51	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	52	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	53	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	54	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	55	519	519	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	56	18	18	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	57	F	f	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	58	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	59	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	60	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	61	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	62	19	19	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	63	920	920	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	64	Overall	overall	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	80	65	94.3752	94.3752	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	66	%	%	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	67	Decision	Decision	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	68	Trees	Trees	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	69	A1	a1	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	80	70	A2	a2	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	71	B1	b1	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	72	B2	b2	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	73	C	C	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	74	F	F	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	75	Accuracy	Accuracy	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	76	A1	A1	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	77	197	197	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	78	10	10	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	79	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	80	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	81	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	82	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	83	A2	a2	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	84	12	12	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	85	353	353	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	86	4	4	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	87	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	88	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	89	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	90	B1	b1	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	91	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	92	8	8	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	93	555	555	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	94	13	13	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	95	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	96	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	97	B2	b2	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	98	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	99	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	100	5	5	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	101	333	333	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	102	2	2	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	103	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	104	C	c	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	105	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	106	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	107	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	108	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	109	531	531	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	110	3	3	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	111	F	f	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	112	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	113	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	114	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	115	0	0	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	116	8	8	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	117	935	935	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	118	Overall	overall	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	80	119	97.8107	97.8107	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	120	%	%	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	121	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	80	122	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	80	123	'	'	POS
work_n5rnfgtllvgutm66o3h5asc6ju	80	124	ages	age	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	80	125	range	range	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	80	126	from	from	IN
work_n5rnfgtllvgutm66o3h5asc6ju	80	127	18	18	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	128	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	80	129	38	38	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	130	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	80	131	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	80	132	success	success	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	133	chart	chart	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	134	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	80	135	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	80	136	based	base	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	80	137	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	80	138	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	80	139	age	age	NN
work_n5rnfgtllvgutm66o3h5asc6ju	80	140	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	80	141	shown	show	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	80	142	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	80	143	Figure	Figure	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	80	144	2	2	CD
work_n5rnfgtllvgutm66o3h5asc6ju	80	145	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	81	1	As	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	81	2	show	show	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	3	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	81	4	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	81	5	graph	graph	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	6	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	81	7	'	'	POS
work_n5rnfgtllvgutm66o3h5asc6ju	81	8	success	success	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	9	rate	rate	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	10	has	have	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	81	11	inverse	inverse	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	12	ratio	ratio	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	13	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	81	14	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	81	15	’	’	POS
work_n5rnfgtllvgutm66o3h5asc6ju	81	16	age	age	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	17	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	81	18	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	81	19	success	success	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	20	score	score	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	21	decreases	decrease	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	81	22	with	with	IN
work_n5rnfgtllvgutm66o3h5asc6ju	81	23	increasing	increase	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	81	24	age	age	NN
work_n5rnfgtllvgutm66o3h5asc6ju	81	25	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	82	1	266	266	CD
work_n5rnfgtllvgutm66o3h5asc6ju	82	2	Baha	Baha	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	82	3	Sen	Sen	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	82	4	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	82	5	Emine	Emine	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	82	6	Ucar	Ucar	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	82	7	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	82	8	Procedia	Procedia	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	82	9	Technology	Technology	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	82	10	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	82	11	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	82	12	2012	2012	CD
work_n5rnfgtllvgutm66o3h5asc6ju	82	13	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	82	14	262	262	CD
work_n5rnfgtllvgutm66o3h5asc6ju	82	15	–	–	:
work_n5rnfgtllvgutm66o3h5asc6ju	82	16	267	267	CD
work_n5rnfgtllvgutm66o3h5asc6ju	82	17	Fig	fig	NN
work_n5rnfgtllvgutm66o3h5asc6ju	82	18	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	83	1	2	2	LS
work_n5rnfgtllvgutm66o3h5asc6ju	83	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	84	1	Success	Success	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	84	2	graphic	graphic	NN
work_n5rnfgtllvgutm66o3h5asc6ju	84	3	based	base	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	84	4	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	84	5	age	age	NN
work_n5rnfgtllvgutm66o3h5asc6ju	84	6	Figure	figure	NN
work_n5rnfgtllvgutm66o3h5asc6ju	84	7	3	3	CD
work_n5rnfgtllvgutm66o3h5asc6ju	84	8	shows	show	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	84	9	that	that	IN
work_n5rnfgtllvgutm66o3h5asc6ju	84	10	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	84	11	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	84	12	'	'	POS
work_n5rnfgtllvgutm66o3h5asc6ju	84	13	success	success	NN
work_n5rnfgtllvgutm66o3h5asc6ju	84	14	is	be	VBZ
work_n5rnfgtllvgutm66o3h5asc6ju	84	15	much	much	RB
work_n5rnfgtllvgutm66o3h5asc6ju	84	16	better	well	JJR
work_n5rnfgtllvgutm66o3h5asc6ju	84	17	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	84	18	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	84	19	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	84	20	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	84	21	or	or	CC
work_n5rnfgtllvgutm66o3h5asc6ju	84	22	formal	formal	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	84	23	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	84	24	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	85	1	When	when	WRB
work_n5rnfgtllvgutm66o3h5asc6ju	85	2	we	-PRON-	PRP
work_n5rnfgtllvgutm66o3h5asc6ju	85	3	analyzed	analyze	VBD
work_n5rnfgtllvgutm66o3h5asc6ju	85	4	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	85	5	graphic	graphic	NN
work_n5rnfgtllvgutm66o3h5asc6ju	85	6	we	-PRON-	PRP
work_n5rnfgtllvgutm66o3h5asc6ju	85	7	can	can	MD
work_n5rnfgtllvgutm66o3h5asc6ju	85	8	see	see	VB
work_n5rnfgtllvgutm66o3h5asc6ju	85	9	that	that	IN
work_n5rnfgtllvgutm66o3h5asc6ju	85	10	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	85	11	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	85	12	'	'	POS
work_n5rnfgtllvgutm66o3h5asc6ju	85	13	scores	score	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	85	14	between	between	IN
work_n5rnfgtllvgutm66o3h5asc6ju	85	15	65	65	CD
work_n5rnfgtllvgutm66o3h5asc6ju	85	16	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	85	17	80	80	CD
work_n5rnfgtllvgutm66o3h5asc6ju	85	18	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	85	19	studying	study	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	85	20	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	85	21	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	85	22	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	85	23	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	85	24	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	85	25	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	85	26	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	85	27	'	'	POS
work_n5rnfgtllvgutm66o3h5asc6ju	85	28	scores	score	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	85	29	between	between	IN
work_n5rnfgtllvgutm66o3h5asc6ju	85	30	80	80	CD
work_n5rnfgtllvgutm66o3h5asc6ju	85	31	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	85	32	100	100	CD
work_n5rnfgtllvgutm66o3h5asc6ju	85	33	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	85	34	studying	study	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	85	35	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	85	36	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	85	37	formal	formal	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	85	38	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	85	39	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	86	1	Also	also	RB
work_n5rnfgtllvgutm66o3h5asc6ju	86	2	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	86	3	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	86	4	’	’	POS
work_n5rnfgtllvgutm66o3h5asc6ju	86	5	scores	score	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	86	6	less	less	JJR
work_n5rnfgtllvgutm66o3h5asc6ju	86	7	than	than	IN
work_n5rnfgtllvgutm66o3h5asc6ju	86	8	60	60	CD
work_n5rnfgtllvgutm66o3h5asc6ju	86	9	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	86	10	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	86	11	most	most	JJS
work_n5rnfgtllvgutm66o3h5asc6ju	86	12	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	86	13	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	86	14	distance	distance	NN
work_n5rnfgtllvgutm66o3h5asc6ju	86	15	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	86	16	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	87	1	Fig	fig	NN
work_n5rnfgtllvgutm66o3h5asc6ju	87	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	88	1	3	3	LS
work_n5rnfgtllvgutm66o3h5asc6ju	88	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	89	1	Success	Success	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	89	2	graphic	graphic	NN
work_n5rnfgtllvgutm66o3h5asc6ju	89	3	based	base	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	89	4	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	89	5	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	89	6	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	89	7	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	89	8	education	education	NN
work_n5rnfgtllvgutm66o3h5asc6ju	89	9	Looking	look	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	89	10	at	at	IN
work_n5rnfgtllvgutm66o3h5asc6ju	89	11	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	89	12	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	89	13	’	’	POS
work_n5rnfgtllvgutm66o3h5asc6ju	89	14	school	school	NN
work_n5rnfgtllvgutm66o3h5asc6ju	89	15	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	89	16	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	89	17	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	89	18	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	89	19	which	which	WDT
work_n5rnfgtllvgutm66o3h5asc6ju	89	20	come	come	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	89	21	from	from	IN
work_n5rnfgtllvgutm66o3h5asc6ju	89	22	vocational	vocational	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	89	23	high	high	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	89	24	school	school	NN
work_n5rnfgtllvgutm66o3h5asc6ju	89	25	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	89	26	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	89	27	5	5	CD
work_n5rnfgtllvgutm66o3h5asc6ju	89	28	%	%	NN
work_n5rnfgtllvgutm66o3h5asc6ju	89	29	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	89	30	total	total	NN
work_n5rnfgtllvgutm66o3h5asc6ju	89	31	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	90	1	Therefore	therefore	RB
work_n5rnfgtllvgutm66o3h5asc6ju	90	2	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	90	3	as	as	IN
work_n5rnfgtllvgutm66o3h5asc6ju	90	4	shown	show	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	90	5	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	90	6	figure	figure	NN
work_n5rnfgtllvgutm66o3h5asc6ju	90	7	4	4	CD
work_n5rnfgtllvgutm66o3h5asc6ju	90	8	students	student	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	90	9	are	be	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	90	10	more	more	RBR
work_n5rnfgtllvgutm66o3h5asc6ju	90	11	successful	successful	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	90	12	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	90	13	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	90	14	cultural	cultural	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	90	15	lessons	lesson	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	90	16	than	than	IN
work_n5rnfgtllvgutm66o3h5asc6ju	90	17	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	90	18	vocational	vocational	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	90	19	lessons	lesson	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	90	20	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	91	1	267	267	CD
work_n5rnfgtllvgutm66o3h5asc6ju	91	2	Baha	Baha	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	91	3	Sen	Sen	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	91	4	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	91	5	Emine	Emine	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	91	6	Ucar	Ucar	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	91	7	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	91	8	Procedia	Procedia	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	91	9	Technology	Technology	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	91	10	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	91	11	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	91	12	2012	2012	CD
work_n5rnfgtllvgutm66o3h5asc6ju	91	13	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	91	14	262	262	CD
work_n5rnfgtllvgutm66o3h5asc6ju	91	15	–	–	:
work_n5rnfgtllvgutm66o3h5asc6ju	91	16	267	267	CD
work_n5rnfgtllvgutm66o3h5asc6ju	91	17	Fig	fig	NN
work_n5rnfgtllvgutm66o3h5asc6ju	91	18	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	92	1	4	4	LS
work_n5rnfgtllvgutm66o3h5asc6ju	92	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	93	1	Success	Success	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	93	2	graphic	graphic	NN
work_n5rnfgtllvgutm66o3h5asc6ju	93	3	based	base	VBN
work_n5rnfgtllvgutm66o3h5asc6ju	93	4	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	93	5	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	93	6	type	type	NN
work_n5rnfgtllvgutm66o3h5asc6ju	93	7	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	93	8	lesson	lesson	NN
work_n5rnfgtllvgutm66o3h5asc6ju	93	9	References	reference	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	93	10	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	93	11	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	94	1	A.	A.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	94	2	P.	P.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	94	3	Sanjeev	Sanjeev	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	94	4	ve	ve	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	94	5	J.	J.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	94	6	M	M	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	94	7	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	94	8	Zytkow	Zytkow	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	94	9	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	95	1	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	95	2	Discovering	Discovering	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	95	3	Enrollment	Enrollment	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	95	4	Knowledge	Knowledge	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	95	5	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	95	6	University	University	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	95	7	Databases	Databases	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	95	8	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	95	9	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	95	10	1th	1th	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	95	11	Conference	Conference	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	95	12	on	on	IN
work_n5rnfgtllvgutm66o3h5asc6ju	95	13	KDD	KDD	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	95	14	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	95	15	Montreal	Montreal	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	95	16	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	96	1	20	20	CD
work_n5rnfgtllvgutm66o3h5asc6ju	96	2	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	96	3	21	21	CD
work_n5rnfgtllvgutm66o3h5asc6ju	96	4	August	August	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	96	5	1995	1995	CD
work_n5rnfgtllvgutm66o3h5asc6ju	96	6	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	96	7	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	96	8	246	246	CD
work_n5rnfgtllvgutm66o3h5asc6ju	96	9	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	97	1	2	2	LS
work_n5rnfgtllvgutm66o3h5asc6ju	97	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	98	1	K.	K.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	2	Becker	Becker	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	3	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	98	4	C.	C.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	5	Ghedini	Ghedini	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	6	ve	ve	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	7	E.L.	E.L.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	8	Terra	Terra	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	9	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	98	10	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	98	11	Using	use	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	98	12	KDD	KDD	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	13	to	to	TO
work_n5rnfgtllvgutm66o3h5asc6ju	98	14	analyze	analyze	VB
work_n5rnfgtllvgutm66o3h5asc6ju	98	15	the	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	98	16	impact	impact	NN
work_n5rnfgtllvgutm66o3h5asc6ju	98	17	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	98	18	curriculum	curriculum	NN
work_n5rnfgtllvgutm66o3h5asc6ju	98	19	revisions	revision	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	98	20	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	98	21	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	98	22	Brazilian	brazilian	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	98	23	university	university	NN
work_n5rnfgtllvgutm66o3h5asc6ju	98	24	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	98	25	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	98	26	SPIE	SPIE	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	27	14th	14th	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	98	28	Annual	Annual	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	29	International	International	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	30	Conference	Conference	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	31	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	98	32	Orlando	Orlando	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	98	33	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	99	1	April	April	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	99	2	2000	2000	CD
work_n5rnfgtllvgutm66o3h5asc6ju	99	3	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	99	4	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	99	5	412	412	CD
work_n5rnfgtllvgutm66o3h5asc6ju	99	6	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	100	1	3	3	LS
work_n5rnfgtllvgutm66o3h5asc6ju	100	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	101	1	J.	J.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	2	Luan	Luan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	3	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	101	4	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	101	5	Data	Data	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	6	Mining	Mining	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	7	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	101	8	Knowledge	Knowledge	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	9	Management	Management	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	10	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	101	11	Higher	Higher	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	12	Education	Education	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	13	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	101	14	Potential	Potential	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	15	Applications	Applications	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	101	16	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	101	17	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	101	18	42nd	42nd	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	101	19	Associate	Associate	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	20	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	101	21	Institutional	Institutional	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	22	Research	Research	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	23	International	International	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	24	Conference	Conference	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	25	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	101	26	Toronto	Toronto	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	27	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	101	28	Canada	Canada	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	101	29	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	101	30	2002	2002	CD
work_n5rnfgtllvgutm66o3h5asc6ju	101	31	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	101	32	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	101	33	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	101	34	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	102	1	4	4	LS
work_n5rnfgtllvgutm66o3h5asc6ju	102	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	103	1	Ş.Erdoğan	Ş.Erdoğan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	2	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	103	3	M.	M.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	4	Timor	Timor	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	5	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	103	6	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	103	7	A	A	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	8	Data	Data	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	103	9	Mining	Mining	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	10	Application	Application	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	11	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	103	12	a	a	DT
work_n5rnfgtllvgutm66o3h5asc6ju	103	13	Student	Student	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	14	Database	Database	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	15	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	103	16	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	103	17	Havacılık	havacılık	NN
work_n5rnfgtllvgutm66o3h5asc6ju	103	18	ve	ve	VBP
work_n5rnfgtllvgutm66o3h5asc6ju	103	19	Uzay	Uzay	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	20	Dergisi	Dergisi	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	103	21	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	104	1	Cilt	cilt	NN
work_n5rnfgtllvgutm66o3h5asc6ju	104	2	No	no	NN
work_n5rnfgtllvgutm66o3h5asc6ju	104	3	2,Sayı	2,sayı	NN
work_n5rnfgtllvgutm66o3h5asc6ju	104	4	2	2	CD
work_n5rnfgtllvgutm66o3h5asc6ju	104	5	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	104	6	57	57	CD
work_n5rnfgtllvgutm66o3h5asc6ju	104	7	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	104	8	64	64	CD
work_n5rnfgtllvgutm66o3h5asc6ju	104	9	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	104	10	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	104	11	July	July	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	104	12	2005	2005	CD
work_n5rnfgtllvgutm66o3h5asc6ju	104	13	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	104	14	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	104	15	57	57	CD
work_n5rnfgtllvgutm66o3h5asc6ju	104	16	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	105	1	5	5	CD
work_n5rnfgtllvgutm66o3h5asc6ju	105	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	106	1	M.Vranić	M.Vranić	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	2	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	106	3	D.	D.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	4	Pintar	Pintar	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	5	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	106	6	Z.Skoćır	Z.Skoćır	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	7	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	106	8	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	106	9	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	106	10	Use	Use	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	11	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	106	12	Data	Data	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	13	Mining	Mining	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	14	in	in	IN
work_n5rnfgtllvgutm66o3h5asc6ju	106	15	Education	Education	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	16	Environment	Environment	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	17	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	106	18	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	106	19	ConTEL	ConTEL	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	20	2007	2007	CD
work_n5rnfgtllvgutm66o3h5asc6ju	106	21	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	106	22	Zagrep	Zagrep	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	23	13	13	CD
work_n5rnfgtllvgutm66o3h5asc6ju	106	24	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	106	25	15	15	CD
work_n5rnfgtllvgutm66o3h5asc6ju	106	26	June	June	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	106	27	2007	2007	CD
work_n5rnfgtllvgutm66o3h5asc6ju	106	28	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	106	29	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	106	30	243	243	CD
work_n5rnfgtllvgutm66o3h5asc6ju	106	31	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	107	1	6	6	CD
work_n5rnfgtllvgutm66o3h5asc6ju	107	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	108	1	Internet	internet	NN
work_n5rnfgtllvgutm66o3h5asc6ju	108	2	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	108	3	Eğitim	Eğitim	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	108	4	Sisteminin	Sisteminin	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	108	5	Genel	Genel	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	108	6	Yapısı	Yapısı	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	108	7	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	108	8	http://www.meb.gov.tr/Stats/Apk2002/3_2.htm	http://www.meb.gov.tr/Stats/Apk2002/3_2.htm	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	108	9	7	7	CD
work_n5rnfgtllvgutm66o3h5asc6ju	108	10	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	109	1	H.	H.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	2	E.Koçer	E.Koçer	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	3	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	109	4	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	109	5	Web	web	NN
work_n5rnfgtllvgutm66o3h5asc6ju	109	6	tabanlı	tabanlı	NN
work_n5rnfgtllvgutm66o3h5asc6ju	109	7	uzaktan	uzaktan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	8	eğitim	eğitim	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	9	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	109	10	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	109	11	Yüksek	Yüksek	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	12	Lisans	Lisans	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	109	13	Tezi	Tezi	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	14	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	109	15	Selçuk	Selçuk	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	16	Üniversitesi	üniversitesi	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	109	17	Fen	Fen	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	18	Bilimleri	Bilimleri	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	19	Enstitüsü	Enstitüsü	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	20	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	109	21	Konya	Konya	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	109	22	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	109	23	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	109	24	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	109	25	100	100	CD
work_n5rnfgtllvgutm66o3h5asc6ju	109	26	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	109	27	2001	2001	CD
work_n5rnfgtllvgutm66o3h5asc6ju	109	28	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	109	29	8	8	CD
work_n5rnfgtllvgutm66o3h5asc6ju	109	30	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	110	1	C.	C.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	110	2	Shearer	Shearer	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	110	3	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	110	4	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	110	5	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	110	6	CRISP	CRISP	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	110	7	-	-	HYPH
work_n5rnfgtllvgutm66o3h5asc6ju	110	8	DM	DM	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	110	9	model	model	NN
work_n5rnfgtllvgutm66o3h5asc6ju	110	10	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	110	11	The	the	DT
work_n5rnfgtllvgutm66o3h5asc6ju	110	12	new	new	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	110	13	blueprint	blueprint	NN
work_n5rnfgtllvgutm66o3h5asc6ju	110	14	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	110	15	data	datum	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	110	16	mining	mining	NN
work_n5rnfgtllvgutm66o3h5asc6ju	110	17	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	110	18	Journal	Journal	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	110	19	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	110	20	DataWarehousing	DataWarehousing	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	110	21	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	110	22	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	110	23	2000	2000	CD
work_n5rnfgtllvgutm66o3h5asc6ju	110	24	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	110	25	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	111	1	5	5	CD
work_n5rnfgtllvgutm66o3h5asc6ju	111	2	:	:	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	111	3	13	13	CD
work_n5rnfgtllvgutm66o3h5asc6ju	111	4	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	111	5	22	22	CD
work_n5rnfgtllvgutm66o3h5asc6ju	111	6	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	112	1	9	9	CD
work_n5rnfgtllvgutm66o3h5asc6ju	112	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	113	1	S.	S.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	113	2	Haykin	Haykin	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	113	3	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	113	4	Neural	Neural	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	113	5	Networks	Networks	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	113	6	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	113	7	Learning	Learning	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	113	8	Machines	Machines	NNPS
work_n5rnfgtllvgutm66o3h5asc6ju	113	9	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	113	10	3rd	3rd	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	113	11	Ed	Ed	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	113	12	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	113	13	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	113	14	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	114	1	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	114	2	2008	2008	CD
work_n5rnfgtllvgutm66o3h5asc6ju	114	3	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	114	4	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	115	1	New	New	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	115	2	Jersey	Jersey	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	115	3	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	115	4	Prentice	Prentice	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	115	5	Hall	Hall	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	115	6	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	116	1	10	10	CD
work_n5rnfgtllvgutm66o3h5asc6ju	116	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	117	1	K.Hornik	K.Hornik	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	117	2	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	117	3	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	117	4	M.Stinchcombe	M.Stinchcombe	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	117	5	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	117	6	H.White	H.White	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	117	7	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	117	8	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	117	9	Universal	universal	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	117	10	approximation	approximation	NN
work_n5rnfgtllvgutm66o3h5asc6ju	117	11	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	117	12	an	an	DT
work_n5rnfgtllvgutm66o3h5asc6ju	117	13	unknown	unknown	JJ
work_n5rnfgtllvgutm66o3h5asc6ju	117	14	mapping	mapping	NN
work_n5rnfgtllvgutm66o3h5asc6ju	117	15	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	117	16	its	-PRON-	PRP$
work_n5rnfgtllvgutm66o3h5asc6ju	117	17	derivatives	derivative	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	117	18	using	use	VBG
work_n5rnfgtllvgutm66o3h5asc6ju	117	19	multilayer	multilayer	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	117	20	feedforward	feedforward	NN
work_n5rnfgtllvgutm66o3h5asc6ju	117	21	network	network	NN
work_n5rnfgtllvgutm66o3h5asc6ju	117	22	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	117	23	Neural	Neural	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	117	24	Networks	Networks	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	117	25	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	117	26	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	117	27	1990	1990	CD
work_n5rnfgtllvgutm66o3h5asc6ju	117	28	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	117	29	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	118	1	3	3	LS
work_n5rnfgtllvgutm66o3h5asc6ju	118	2	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	118	3	359	359	CD
work_n5rnfgtllvgutm66o3h5asc6ju	118	4	-	-	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	118	5	366	366	CD
work_n5rnfgtllvgutm66o3h5asc6ju	118	6	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	119	1	11	11	CD
work_n5rnfgtllvgutm66o3h5asc6ju	119	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	120	1	L.Quinlan	L.Quinlan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	120	2	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	120	3	C4.5	C4.5	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	120	4	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	120	5	Programs	program	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	120	6	for	for	IN
work_n5rnfgtllvgutm66o3h5asc6ju	120	7	machine	machine	NN
work_n5rnfgtllvgutm66o3h5asc6ju	120	8	learning	learning	NN
work_n5rnfgtllvgutm66o3h5asc6ju	120	9	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	120	10	Morgan	Morgan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	120	11	Kaufmann	Kaufmann	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	120	12	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	120	13	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	120	14	1993	1993	CD
work_n5rnfgtllvgutm66o3h5asc6ju	120	15	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	120	16	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	121	1	San	San	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	121	2	Mateo	Mateo	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	121	3	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	121	4	CA	CA	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	121	5	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	122	1	12	12	CD
work_n5rnfgtllvgutm66o3h5asc6ju	122	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	123	1	L.	L.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	123	2	Quinlan	Quinlan	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	123	3	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	123	4	“	"	``
work_n5rnfgtllvgutm66o3h5asc6ju	123	5	Induction	induction	NN
work_n5rnfgtllvgutm66o3h5asc6ju	123	6	of	of	IN
work_n5rnfgtllvgutm66o3h5asc6ju	123	7	decision	decision	NN
work_n5rnfgtllvgutm66o3h5asc6ju	123	8	trees	tree	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	123	9	”	"	''
work_n5rnfgtllvgutm66o3h5asc6ju	123	10	Machine	Machine	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	123	11	Learning	Learning	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	123	12	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	123	13	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	123	14	1986	1986	CD
work_n5rnfgtllvgutm66o3h5asc6ju	123	15	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	123	16	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	124	1	1	1	CD
work_n5rnfgtllvgutm66o3h5asc6ju	124	2	:	:	:
work_n5rnfgtllvgutm66o3h5asc6ju	124	3	81–106	81–106	CD
work_n5rnfgtllvgutm66o3h5asc6ju	124	4	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	125	1	13	13	CD
work_n5rnfgtllvgutm66o3h5asc6ju	125	2	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	126	1	L.Breiman	L.Breiman	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	2	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	126	3	J.H.Friedman	J.H.Friedman	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	4	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	126	5	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	126	6	R.A.	R.A.	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	7	Olshenm	Olshenm	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	8	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	126	9	C.J.Stone	C.J.Stone	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	10	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	126	11	Classification	classification	NN
work_n5rnfgtllvgutm66o3h5asc6ju	126	12	and	and	CC
work_n5rnfgtllvgutm66o3h5asc6ju	126	13	regression	regression	NN
work_n5rnfgtllvgutm66o3h5asc6ju	126	14	trees	tree	NNS
work_n5rnfgtllvgutm66o3h5asc6ju	126	15	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	126	16	Wadsworth	Wadsworth	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	17	&	&	CC
work_n5rnfgtllvgutm66o3h5asc6ju	126	18	Brooks	Brooks	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	19	/	/	SYM
work_n5rnfgtllvgutm66o3h5asc6ju	126	20	Cole	Cole	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	21	Advanced	Advanced	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	22	Books	Books	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	23	&	&	CC
work_n5rnfgtllvgutm66o3h5asc6ju	126	24	Software	Software	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	126	25	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	126	26	(	(	-LRB-
work_n5rnfgtllvgutm66o3h5asc6ju	126	27	1984	1984	CD
work_n5rnfgtllvgutm66o3h5asc6ju	126	28	)	)	-RRB-
work_n5rnfgtllvgutm66o3h5asc6ju	126	29	.	.	.
work_n5rnfgtllvgutm66o3h5asc6ju	127	1	Monterey	Monterey	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	127	2	,	,	,
work_n5rnfgtllvgutm66o3h5asc6ju	127	3	CA	CA	NNP
work_n5rnfgtllvgutm66o3h5asc6ju	127	4	.	.	.