id	sid	tid	token	lemma	pos
educatio-15	1	1	educatio	educatio	NOUN
educatio-15	1	2	:	:	PUNCT
educatio-15	1	3	journal	journal	NOUN
educatio-15	1	4	of	of	ADP
educatio-15	1	5	education	education	NOUN
educatio-15	1	6	volume	volume	NOUN
educatio-15	1	7	2	2	NUM
educatio-15	1	8	,	,	PUNCT
educatio-15	1	9	number	number	NOUN
educatio-15	1	10	2	2	NUM
educatio-15	1	11	,	,	PUNCT
educatio-15	1	12	november	november	PROPN
educatio-15	1	13	2017	2017	NUM
educatio-15	1	14	issn	issn	VERB
educatio-15	1	15	:	:	PUNCT
educatio-15	1	16	2579	2579	NUM
educatio-15	1	17	-	-	SYM
educatio-15	1	18	8383	8383	NUM
educatio-15	1	19	(	(	PUNCT
educatio-15	1	20	print	print	NOUN
educatio-15	1	21	)	)	PUNCT
educatio-15	1	22	issn	issn	PROPN
educatio-15	1	23	:	:	PUNCT
educatio-15	1	24	2579	2579	NUM
educatio-15	1	25	-	-	SYM
educatio-15	1	26	8405	8405	NUM
educatio-15	1	27	(	(	PUNCT
educatio-15	1	28	online	online	ADJ
educatio-15	1	29	)	)	PUNCT
educatio-15	1	30	zzzzzz	zzzzzz	NOUN
educatio-15	2	1	z	z	PROPN
educatio-15	3	1	z	z	NOUN
educatio-15	4	1	the	the	DET
educatio-15	4	2	influences	influence	NOUN
educatio-15	4	3	of	of	ADP
educatio-15	4	4	vee	vee	PROPN
educatio-15	4	5	diagram	diagram	PROPN
educatio-15	4	6	on	on	ADP
educatio-15	4	7	animal	animal	NOUN
educatio-15	4	8	ecology	ecology	NOUN
educatio-15	4	9	lab	lab	NOUN
educatio-15	4	10	to	to	ADP
educatio-15	4	11	learning	learn	VERB
educatio-15	4	12	outcomes	outcome	NOUN
educatio-15	4	13	and	and	CCONJ
educatio-15	4	14	logical	logical	ADJ
educatio-15	4	15	thinking	thinking	NOUN
educatio-15	4	16	purwati	purwati	PROPN
educatio-15	4	17	kuswarini	kuswarini	PROPN
educatio-15	4	18	suprapto1	suprapto1	PROPN
educatio-15	4	19	,	,	PUNCT
educatio-15	4	20	lilis	lili	NOUN
educatio-15	4	21	rahmawati2	rahmawati2	VERB
educatio-15	4	22	1faculty	1faculty	NUM
educatio-15	4	23	of	of	ADP
educatio-15	4	24	teacher	teacher	NOUN
educatio-15	4	25	training	training	NOUN
educatio-15	4	26	and	and	CCONJ
educatio-15	4	27	education	education	NOUN
educatio-15	4	28	,	,	PUNCT
educatio-15	4	29	universitas	universita	NOUN
educatio-15	4	30	siliwangi	siliwangi	NOUN
educatio-15	4	31	,	,	PUNCT
educatio-15	4	32	2	2	NUM
educatio-15	4	33	stai	stai	PROPN
educatio-15	4	34	miftahul	miftahul	PROPN
educatio-15	4	35	‗ula	‗ula	PROPN
educatio-15	4	36	nganjuk	nganjuk	ADJ
educatio-15	4	37	1purwatik1@gmail.com	1purwatik1@gmail.com	NUM
educatio-15	4	38	accepted	accept	VERB
educatio-15	4	39	:	:	PUNCT
educatio-15	4	40	august	august	PROPN
educatio-15	4	41	10	10	NUM
educatio-15	4	42	,	,	PUNCT
educatio-15	4	43	2017	2017	NUM
educatio-15	4	44	reviewed	review	VERB
educatio-15	4	45	:	:	PUNCT
educatio-15	4	46	september	september	PROPN
educatio-15	4	47	5	5	NUM
educatio-15	4	48	,	,	PUNCT
educatio-15	4	49	2017	2017	NUM
educatio-15	4	50	published	publish	VERB
educatio-15	4	51	:	:	PUNCT
educatio-15	4	52	november	november	PROPN
educatio-15	4	53	20	20	NUM
educatio-15	4	54	,	,	PUNCT
educatio-15	4	55	2017	2017	NUM
educatio-15	4	56	abstract	abstract	NOUN
educatio-15	4	57	:	:	PUNCT
educatio-15	4	58	during	during	ADP
educatio-15	4	59	this	this	DET
educatio-15	4	60	time	time	NOUN
educatio-15	4	61	,	,	PUNCT
educatio-15	4	62	the	the	DET
educatio-15	4	63	student	student	NOUN
educatio-15	4	64	is	be	AUX
educatio-15	4	65	less	less	ADV
educatio-15	4	66	understanding	understand	VERB
educatio-15	4	67	the	the	DET
educatio-15	4	68	significance	significance	NOUN
educatio-15	4	69	of	of	ADP
educatio-15	4	70	animal	animal	NOUN
educatio-15	4	71	ecology	ecology	NOUN
educatio-15	4	72	lectures	lecture	NOUN
educatio-15	4	73	,	,	PUNCT
educatio-15	4	74	so	so	SCONJ
educatio-15	4	75	that	that	SCONJ
educatio-15	4	76	students	student	NOUN
educatio-15	4	77	are	be	AUX
educatio-15	4	78	less	less	ADV
educatio-15	4	79	able	able	ADJ
educatio-15	4	80	to	to	PART
educatio-15	4	81	apply	apply	VERB
educatio-15	4	82	it	it	PRON
educatio-15	4	83	in	in	ADP
educatio-15	4	84	real	real	NOUN
educatio-15	4	85	of	of	ADP
educatio-15	4	86	life	life	NOUN
educatio-15	4	87	.	.	PUNCT
educatio-15	5	1	animal	animal	NOUN
educatio-15	5	2	ecology	ecology	NOUN
educatio-15	5	3	lecture	lecture	NOUN
educatio-15	5	4	consists	consist	VERB
educatio-15	5	5	of	of	ADP
educatio-15	5	6	lectures	lecture	NOUN
educatio-15	5	7	and	and	CCONJ
educatio-15	5	8	practicum	practicum	NOUN
educatio-15	5	9	.	.	PUNCT
educatio-15	6	1	the	the	DET
educatio-15	6	2	purpose	purpose	NOUN
educatio-15	6	3	of	of	ADP
educatio-15	6	4	this	this	DET
educatio-15	6	5	research	research	NOUN
educatio-15	6	6	was	be	AUX
educatio-15	6	7	to	to	PART
educatio-15	6	8	increase	increase	VERB
educatio-15	6	9	knowledge	knowledge	NOUN
educatio-15	6	10	of	of	ADP
educatio-15	6	11	animal	animal	NOUN
educatio-15	6	12	ecology	ecology	NOUN
educatio-15	6	13	and	and	CCONJ
educatio-15	6	14	logical	logical	ADJ
educatio-15	6	15	thinking	thinking	NOUN
educatio-15	6	16	of	of	ADP
educatio-15	6	17	students	student	NOUN
educatio-15	6	18	using	use	VERB
educatio-15	6	19	the	the	DET
educatio-15	6	20	diagram	diagram	NOUN
educatio-15	6	21	vee	vee	PROPN
educatio-15	6	22	on	on	ADP
educatio-15	6	23	animal	animal	NOUN
educatio-15	6	24	ecology	ecology	NOUN
educatio-15	6	25	lab	lab	NOUN
educatio-15	6	26	.	.	PUNCT
educatio-15	7	1	research	research	NOUN
educatio-15	7	2	method	method	NOUN
educatio-15	7	3	was	be	AUX
educatio-15	7	4	quasi	quasi	ADJ
educatio-15	7	5	experiment	experiment	NOUN
educatio-15	7	6	.	.	PUNCT
educatio-15	8	1	the	the	DET
educatio-15	8	2	study	study	NOUN
educatio-15	8	3	population	population	NOUN
educatio-15	8	4	was	be	AUX
educatio-15	8	5	student	student	NOUN
educatio-15	8	6	of	of	ADP
educatio-15	8	7	prospective	prospective	ADJ
educatio-15	8	8	teachers	teacher	NOUN
educatio-15	8	9	biology	biology	NOUN
educatio-15	8	10	at	at	ADP
educatio-15	8	11	6th	6th	ADJ
educatio-15	8	12	semester	semester	NOUN
educatio-15	8	13	as	as	ADV
educatio-15	8	14	much	much	ADJ
educatio-15	8	15	as	as	ADP
educatio-15	8	16	9	9	NUM
educatio-15	8	17	classes	class	NOUN
educatio-15	8	18	taken	take	VERB
educatio-15	8	19	courses	course	NOUN
educatio-15	8	20	ecology	ecology	NOUN
educatio-15	8	21	animals	animal	NOUN
educatio-15	8	22	,	,	PUNCT
educatio-15	8	23	samples	sample	NOUN
educatio-15	8	24	taken	take	VERB
educatio-15	8	25	purposing	purpose	VERB
educatio-15	8	26	sampling	sample	VERB
educatio-15	8	27	by	by	ADP
educatio-15	8	28	2	2	NUM
educatio-15	8	29	classes	class	NOUN
educatio-15	8	30	.	.	PUNCT
educatio-15	9	1	this	this	DET
educatio-15	9	2	research	research	NOUN
educatio-15	9	3	was	be	AUX
educatio-15	9	4	conducted	conduct	VERB
educatio-15	9	5	by	by	ADP
educatio-15	9	6	using	use	VERB
educatio-15	9	7	a	a	DET
educatio-15	9	8	diagram	diagram	NOUN
educatio-15	9	9	vee	vee	NOUN
educatio-15	9	10	during	during	ADP
educatio-15	9	11	practicum	practicum	NOUN
educatio-15	9	12	.	.	PUNCT
educatio-15	10	1	data	datum	NOUN
educatio-15	10	2	obtained	obtain	VERB
educatio-15	10	3	from	from	ADP
educatio-15	10	4	the	the	DET
educatio-15	10	5	results	result	NOUN
educatio-15	10	6	of	of	ADP
educatio-15	10	7	learning	learn	VERB
educatio-15	10	8	tests	test	NOUN
educatio-15	10	9	and	and	CCONJ
educatio-15	10	10	logical	logical	ADJ
educatio-15	10	11	thinking	thinking	NOUN
educatio-15	10	12	using	use	VERB
educatio-15	10	13	the	the	DET
educatio-15	10	14	test	test	NOUN
educatio-15	10	15	of	of	ADP
educatio-15	10	16	logical	logical	ADJ
educatio-15	10	17	thinking	thinking	NOUN
educatio-15	10	18	(	(	PUNCT
educatio-15	10	19	totl	totl	NOUN
educatio-15	10	20	)	)	PUNCT
educatio-15	10	21	.	.	PUNCT
educatio-15	11	1	data	datum	NOUN
educatio-15	11	2	processing	processing	NOUN
educatio-15	11	3	with	with	ADP
educatio-15	11	4	the	the	DET
educatio-15	11	5	t	t	PROPN
educatio-15	11	6	test	test	NOUN
educatio-15	11	7	using	use	VERB
educatio-15	11	8	spss	spss	PROPN
educatio-15	11	9	.	.	PUNCT
educatio-15	12	1	the	the	DET
educatio-15	12	2	results	result	NOUN
educatio-15	12	3	showed	show	VERB
educatio-15	12	4	that	that	SCONJ
educatio-15	12	5	there	there	PRON
educatio-15	12	6	was	be	VERB
educatio-15	12	7	influence	influence	NOUN
educatio-15	12	8	using	use	VERB
educatio-15	12	9	vee	vee	PROPN
educatio-15	12	10	diagram	diagram	NOUN
educatio-15	12	11	of	of	ADP
educatio-15	12	12	the	the	DET
educatio-15	12	13	learning	learn	VERB
educatio-15	12	14	outcomes	outcome	NOUN
educatio-15	12	15	and	and	CCONJ
educatio-15	12	16	logical	logical	ADJ
educatio-15	12	17	reasoning	reasoning	NOUN
educatio-15	12	18	and	and	CCONJ
educatio-15	12	19	intellectual	intellectual	ADJ
educatio-15	12	20	development	development	NOUN
educatio-15	12	21	of	of	ADP
educatio-15	12	22	students	student	NOUN
educatio-15	12	23	.	.	PUNCT
educatio-15	13	1	keywords	keyword	NOUN
educatio-15	13	2	:	:	PUNCT
educatio-15	13	3	vee	vee	PROPN
educatio-15	13	4	diagram	diagram	PROPN
educatio-15	13	5	,	,	PUNCT
educatio-15	13	6	animal	animal	NOUN
educatio-15	13	7	ecology	ecology	NOUN
educatio-15	13	8	lab	lab	NOUN
educatio-15	13	9	,	,	PUNCT
educatio-15	13	10	learning	learn	VERB
educatio-15	13	11	outcomes	outcome	NOUN
educatio-15	13	12	,	,	PUNCT
educatio-15	13	13	logical	logical	ADJ
educatio-15	13	14	thinking	thinking	NOUN
educatio-15	13	15	introduction	introduction	NOUN
educatio-15	13	16	studying	study	VERB
educatio-15	13	17	ecology	ecology	NOUN
educatio-15	13	18	is	be	AUX
educatio-15	13	19	study	study	NOUN
educatio-15	13	20	of	of	ADP
educatio-15	13	21	interaction	interaction	NOUN
educatio-15	13	22	between	between	ADP
educatio-15	13	23	living	live	VERB
educatio-15	13	24	things	thing	NOUN
educatio-15	13	25	with	with	ADP
educatio-15	13	26	their	their	PRON
educatio-15	13	27	environment	environment	NOUN
educatio-15	13	28	.	.	PUNCT
educatio-15	14	1	studying	study	VERB
educatio-15	14	2	ecology	ecology	NOUN
educatio-15	14	3	looks	look	VERB
educatio-15	14	4	like	like	ADP
educatio-15	14	5	a	a	DET
educatio-15	14	6	simple	simple	ADJ
educatio-15	14	7	and	and	CCONJ
educatio-15	14	8	easy	easy	ADJ
educatio-15	14	9	,	,	PUNCT
educatio-15	14	10	but	but	CCONJ
educatio-15	14	11	in	in	ADP
educatio-15	14	12	fact	fact	NOUN
educatio-15	14	13	most	most	ADJ
educatio-15	14	14	of	of	ADP
educatio-15	14	15	the	the	DET
educatio-15	14	16	students	student	NOUN
educatio-15	14	17	do	do	AUX
educatio-15	14	18	not	not	PART
educatio-15	14	19	understand	understand	VERB
educatio-15	14	20	the	the	DET
educatio-15	14	21	essence	essence	NOUN
educatio-15	14	22	of	of	ADP
educatio-15	14	23	the	the	DET
educatio-15	14	24	subject1	subject1	NOUN
educatio-15	14	25	.	.	PUNCT
educatio-15	15	1	this	this	DET
educatio-15	15	2	animal	animal	NOUN
educatio-15	15	3	ecology	ecology	NOUN
educatio-15	15	4	courses	course	NOUN
educatio-15	15	5	divided	divide	VERB
educatio-15	15	6	into	into	ADP
educatio-15	15	7	two	two	NUM
educatio-15	15	8	activities	activity	NOUN
educatio-15	15	9	,	,	PUNCT
educatio-15	15	10	namely	namely	ADV
educatio-15	15	11	lectures	lecture	NOUN
educatio-15	15	12	and	and	CCONJ
educatio-15	15	13	practicum	practicum	NOUN
educatio-15	15	14	.	.	PUNCT
educatio-15	16	1	nevertheless	nevertheless	ADV
educatio-15	16	2	,	,	PUNCT
educatio-15	16	3	often	often	ADV
educatio-15	16	4	students	student	NOUN
educatio-15	16	5	do	do	AUX
educatio-15	16	6	not	not	PART
educatio-15	16	7	understand	understand	VERB
educatio-15	16	8	the	the	DET
educatio-15	16	9	meaning	meaning	NOUN
educatio-15	16	10	and	and	CCONJ
educatio-15	16	11	less	less	ADJ
educatio-15	16	12	can	can	AUX
educatio-15	16	13	be	be	AUX
educatio-15	16	14	applied	apply	VERB
educatio-15	16	15	in	in	ADP
educatio-15	16	16	everyday	everyday	ADJ
educatio-15	16	17	life	life	NOUN
educatio-15	16	18	.	.	PUNCT
educatio-15	17	1	it	it	PRON
educatio-15	17	2	demonstrated	demonstrate	VERB
educatio-15	17	3	an	an	DET
educatio-15	17	4	average	average	ADJ
educatio-15	17	5	yield	yield	NOUN
educatio-15	17	6	of	of	ADP
educatio-15	17	7	the	the	DET
educatio-15	17	8	final	final	ADJ
educatio-15	17	9	value	value	NOUN
educatio-15	17	10	of	of	ADP
educatio-15	17	11	animal	animal	NOUN
educatio-15	17	12	ecology	ecology	NOUN
educatio-15	17	13	course	course	NOUN
educatio-15	17	14	that	that	PRON
educatio-15	17	15	is	be	AUX
educatio-15	17	16	still	still	ADV
educatio-15	17	17	less	less	ADJ
educatio-15	17	18	than	than	SCONJ
educatio-15	17	19	expected	expect	VERB
educatio-15	17	20	,	,	PUNCT
educatio-15	17	21	but	but	CCONJ
educatio-15	17	22	it	it	PRON
educatio-15	17	23	was	be	AUX
educatio-15	17	24	shown	show	VERB
educatio-15	17	25	as	as	ADV
educatio-15	17	26	well	well	ADV
educatio-15	17	27	as	as	ADP
educatio-15	17	28	a	a	DET
educatio-15	17	29	report	report	NOUN
educatio-15	17	30	or	or	CCONJ
educatio-15	17	31	essay	essay	ADJ
educatio-15	17	32	writing	writing	NOUN
educatio-15	17	33	process	process	NOUN
educatio-15	17	34	generally	generally	ADV
educatio-15	17	35	results	result	VERB
educatio-15	17	36	of	of	ADP
educatio-15	17	37	studies	study	NOUN
educatio-15	17	38	on	on	ADP
educatio-15	17	39	the	the	DET
educatio-15	17	40	ecology	ecology	NOUN
educatio-15	17	41	is	be	AUX
educatio-15	17	42	still	still	ADV
educatio-15	17	43	not	not	PART
educatio-15	17	44	quite	quite	ADV
educatio-15	17	45	right	right	ADJ
educatio-15	17	46	.	.	PUNCT
educatio-15	18	1	animal	animal	NOUN
educatio-15	18	2	ecology	ecology	NOUN
educatio-15	18	3	learning	learn	VERB
educatio-15	18	4	outcomes	outcome	NOUN
educatio-15	18	5	that	that	PRON
educatio-15	18	6	have	have	AUX
educatio-15	18	7	been	be	AUX
educatio-15	18	8	achieved	achieve	VERB
educatio-15	18	9	biology	biology	NOUN
educatio-15	18	10	student	student	NOUN
educatio-15	18	11	,	,	PUNCT
educatio-15	18	12	biology	biology	NOUN
educatio-15	18	13	teacher	teacher	NOUN
educatio-15	18	14	candidates	candidate	NOUN
educatio-15	18	15	on	on	ADP
educatio-15	18	16	average	average	ADJ
educatio-15	18	17	in	in	ADP
educatio-15	18	18	2012	2012	NUM
educatio-15	18	19	was	be	AUX
educatio-15	18	20	63	63	NUM
educatio-15	18	21	and	and	CCONJ
educatio-15	18	22	in	in	ADP
educatio-15	18	23	2013	2013	NUM
educatio-15	18	24	was	be	AUX
educatio-15	18	25	66	66	NUM
educatio-15	18	26	.	.	PUNCT
educatio-15	19	1	of	of	ADP
educatio-15	19	2	these	these	DET
educatio-15	19	3	learning	learn	VERB
educatio-15	19	4	outcomes	outcome	NOUN
educatio-15	19	5	is	be	AUX
educatio-15	19	6	still	still	ADV
educatio-15	19	7	below	below	ADP
educatio-15	19	8	expectations	expectation	NOUN
educatio-15	19	9	.	.	PUNCT
educatio-15	20	1	students	student	NOUN
educatio-15	20	2	are	be	AUX
educatio-15	20	3	less	less	ADV
educatio-15	20	4	able	able	ADJ
educatio-15	20	5	to	to	PART
educatio-15	20	6	apply	apply	VERB
educatio-15	20	7	in	in	ADP
educatio-15	20	8	everyday	everyday	ADJ
educatio-15	20	9	life	life	NOUN
educatio-15	20	10	,	,	PUNCT
educatio-15	20	11	particularly	particularly	ADV
educatio-15	20	12	with	with	ADP
educatio-15	20	13	regard	regard	NOUN
educatio-15	20	14	to	to	ADP
educatio-15	20	15	the	the	DET
educatio-15	20	16	phenomena	phenomenon	NOUN
educatio-15	20	17	of	of	ADP
educatio-15	20	18	nature	nature	NOUN
educatio-15	20	19	and	and	CCONJ
educatio-15	20	20	conservation	conservation	NOUN
educatio-15	20	21	.	.	PUNCT
educatio-15	21	1	intellectual	intellectual	ADJ
educatio-15	21	2	development	development	NOUN
educatio-15	21	3	of	of	ADP
educatio-15	21	4	students	student	NOUN
educatio-15	21	5	is	be	AUX
educatio-15	21	6	very	very	ADV
educatio-15	21	7	important	important	ADJ
educatio-15	21	8	to	to	PART
educatio-15	21	9	know	know	VERB
educatio-15	21	10	,	,	PUNCT
educatio-15	21	11	in	in	ADP
educatio-15	21	12	order	order	NOUN
educatio-15	21	13	to	to	PART
educatio-15	21	14	provide	provide	VERB
educatio-15	21	15	learning	learn	VERB
educatio-15	21	16	in	in	ADP
educatio-15	21	17	a	a	DET
educatio-15	21	18	proper	proper	ADJ
educatio-15	21	19	way	way	NOUN
educatio-15	21	20	.	.	PUNCT
educatio-15	22	1	tolt	tolt	PROPN
educatio-15	22	2	measurement	measurement	NOUN
educatio-15	22	3	results	result	NOUN
educatio-15	22	4	still	still	ADV
educatio-15	22	5	indicate	indicate	VERB
educatio-15	22	6	the	the	DET
educatio-15	22	7	level	level	NOUN
educatio-15	22	8	of	of	ADP
educatio-15	22	9	intellectual	intellectual	ADJ
educatio-15	22	10	1	1	NUM
educatio-15	22	11	muh	muh	NOUN
educatio-15	22	12	barid	barid	VERB
educatio-15	22	13	nizarudin	nizarudin	NOUN
educatio-15	22	14	wajdi	wajdi	NOUN
educatio-15	22	15	,	,	PUNCT
educatio-15	22	16	―landasan	―landasan	PROPN
educatio-15	22	17	historis	historis	VERB
educatio-15	22	18	perkembangan	perkembangan	NOUN
educatio-15	22	19	teknologi‖	teknologi‖	PROPN
educatio-15	22	20	(	(	PUNCT
educatio-15	22	21	2017	2017	NUM
educatio-15	22	22	)	)	PUNCT
educatio-15	22	23	.	.	PUNCT
educatio-15	23	1	purwati	purwati	PROPN
educatio-15	23	2	kuswarini	kuswarini	PROPN
educatio-15	23	3	suprapto	suprapto	PROPN
educatio-15	23	4	&	&	CCONJ
educatio-15	23	5	lilis	lilis	PROPN
educatio-15	23	6	rahmawati	rahmawati	PROPN
educatio-15	23	7	the	the	DET
educatio-15	23	8	inf	inf	PROPN
educatio-15	23	9	luences	luence	NOUN
educatio-15	23	10	of	of	ADP
educatio-15	23	11	vee	vee	PROPN
educatio-15	23	12	diagram	diagram	PROPN
educatio-15	23	13	on	on	ADP
educatio-15	23	14	animal	animal	NOUN
educatio-15	23	15	ecology	ecology	NOUN
educatio-15	23	16	lab	lab	NOUN
educatio-15	23	17	to	to	ADP
educatio-15	23	18	learning	learn	VERB
educatio-15	23	19	outcomes	outcome	NOUN
educatio-15	23	20	and	and	CCONJ
educatio-15	23	21	logical	logical	ADJ
educatio-15	23	22	thinking	thinking	NOUN
educatio-15	23	23	volume	volume	NOUN
educatio-15	23	24	2	2	NUM
educatio-15	23	25	,	,	PUNCT
educatio-15	23	26	number	number	NOUN
educatio-15	23	27	2	2	NUM
educatio-15	23	28	,	,	PUNCT
educatio-15	23	29	november	november	PROPN
educatio-15	23	30	2017	2017	NUM
educatio-15	23	31	|	|	ADV
educatio-15	23	32	191	191	NUM
educatio-15	23	33	zzzzzz	zzzzzz	NOUN
educatio-15	23	34	development	development	NOUN
educatio-15	23	35	of	of	ADP
educatio-15	23	36	students	student	NOUN
educatio-15	23	37	of	of	ADP
educatio-15	23	38	biology	biology	NOUN
educatio-15	23	39	,	,	PUNCT
educatio-15	23	40	at	at	ADP
educatio-15	23	41	the	the	DET
educatio-15	23	42	stage	stage	NOUN
educatio-15	23	43	of	of	ADP
educatio-15	23	44	concrete	concrete	NOUN
educatio-15	23	45	still	still	ADV
educatio-15	23	46	above	above	ADP
educatio-15	23	47	50%.2	50%.2	ADJ
educatio-15	23	48	student	student	NOUN
educatio-15	23	49	is	be	AUX
educatio-15	23	50	supposed	suppose	VERB
educatio-15	23	51	to	to	PART
educatio-15	23	52	have	have	VERB
educatio-15	23	53	the	the	DET
educatio-15	23	54	intellectual	intellectual	ADJ
educatio-15	23	55	development	development	NOUN
educatio-15	23	56	of	of	ADP
educatio-15	23	57	formal	formal	ADJ
educatio-15	23	58	operational	operational	ADJ
educatio-15	23	59	(	(	PUNCT
educatio-15	23	60	piaget	piaget	PROPN
educatio-15	23	61	,	,	PUNCT
educatio-15	23	62	1964	1964	NUM
educatio-15	23	63	)	)	PUNCT
educatio-15	23	64	.	.	PUNCT
educatio-15	24	1	this	this	PRON
educatio-15	24	2	indicates	indicate	VERB
educatio-15	24	3	that	that	SCONJ
educatio-15	24	4	the	the	DET
educatio-15	24	5	student	student	NOUN
educatio-15	24	6	is	be	AUX
educatio-15	24	7	actually	actually	ADV
educatio-15	24	8	some	some	PRON
educatio-15	24	9	still	still	ADV
educatio-15	24	10	difficult	difficult	ADJ
educatio-15	24	11	to	to	PART
educatio-15	24	12	learn	learn	VERB
educatio-15	24	13	abstract	abstract	NOUN
educatio-15	24	14	.	.	PUNCT
educatio-15	25	1	so	so	SCONJ
educatio-15	25	2	that	that	SCONJ
educatio-15	25	3	there	there	PRON
educatio-15	25	4	should	should	AUX
educatio-15	25	5	be	be	AUX
educatio-15	25	6	an	an	DET
educatio-15	25	7	improvement	improvement	NOUN
educatio-15	25	8	in	in	ADP
educatio-15	25	9	the	the	DET
educatio-15	25	10	learning	learning	NOUN
educatio-15	25	11	activities3	activities3	PROPN
educatio-15	25	12	.	.	PUNCT
educatio-15	26	1	vee	vee	PROPN
educatio-15	26	2	diagram	diagram	PROPN
educatio-15	26	3	is	be	AUX
educatio-15	26	4	one	one	NUM
educatio-15	26	5	way	way	NOUN
educatio-15	26	6	to	to	PART
educatio-15	26	7	organize	organize	VERB
educatio-15	26	8	the	the	DET
educatio-15	26	9	process	process	NOUN
educatio-15	26	10	of	of	ADP
educatio-15	26	11	solving	solve	VERB
educatio-15	26	12	an	an	DET
educatio-15	26	13	interesting	interesting	ADJ
educatio-15	26	14	problem	problem	NOUN
educatio-15	26	15	.	.	PUNCT
educatio-15	27	1	this	this	DET
educatio-15	27	2	chart	chart	NOUN
educatio-15	27	3	has	have	AUX
educatio-15	27	4	been	be	AUX
educatio-15	27	5	developed	develop	VERB
educatio-15	27	6	but	but	CCONJ
educatio-15	27	7	has	have	AUX
educatio-15	27	8	not	not	PART
educatio-15	27	9	seen	see	VERB
educatio-15	27	10	its	its	PRON
educatio-15	27	11	potential	potential	NOUN
educatio-15	27	12	as	as	ADP
educatio-15	27	13	an	an	DET
educatio-15	27	14	organizing	organizing	NOUN
educatio-15	27	15	model	model	NOUN
educatio-15	27	16	of	of	ADP
educatio-15	27	17	project	project	NOUN
educatio-15	27	18	based	base	VERB
educatio-15	27	19	learning	learn	VERB
educatio-15	27	20	in	in	ADP
educatio-15	27	21	the	the	DET
educatio-15	27	22	classroom	classroom	NOUN
educatio-15	27	23	.	.	PUNCT
educatio-15	28	1	use	use	NOUN
educatio-15	28	2	of	of	ADP
educatio-15	28	3	the	the	DET
educatio-15	28	4	vee	vee	PROPN
educatio-15	28	5	diagram	diagram	PROPN
educatio-15	28	6	is	be	AUX
educatio-15	28	7	intended	intend	VERB
educatio-15	28	8	to	to	PART
educatio-15	28	9	help	help	VERB
educatio-15	28	10	the	the	DET
educatio-15	28	11	learning	learning	NOUN
educatio-15	28	12	process	process	NOUN
educatio-15	28	13	using	use	VERB
educatio-15	28	14	the	the	DET
educatio-15	28	15	graph	graph	NOUN
educatio-15	28	16	to	to	PART
educatio-15	28	17	build	build	VERB
educatio-15	28	18	knowledge	knowledge	NOUN
educatio-15	28	19	.	.	PUNCT
educatio-15	29	1	it	it	PRON
educatio-15	29	2	can	can	AUX
educatio-15	29	3	help	help	VERB
educatio-15	29	4	communication	communication	NOUN
educatio-15	29	5	between	between	ADP
educatio-15	29	6	a	a	DET
educatio-15	29	7	research	research	NOUN
educatio-15	29	8	associate	associate	NOUN
educatio-15	29	9	.	.	PUNCT
educatio-15	30	1	through	through	ADP
educatio-15	30	2	graphs	graph	NOUN
educatio-15	30	3	,	,	PUNCT
educatio-15	30	4	students	student	NOUN
educatio-15	30	5	can	can	AUX
educatio-15	30	6	establish	establish	VERB
educatio-15	30	7	communication	communication	NOUN
educatio-15	30	8	through	through	ADP
educatio-15	30	9	certain	certain	ADJ
educatio-15	30	10	stages	stage	NOUN
educatio-15	30	11	and	and	CCONJ
educatio-15	30	12	help	help	VERB
educatio-15	30	13	students	student	NOUN
educatio-15	30	14	to	to	PART
educatio-15	30	15	find	find	VERB
educatio-15	30	16	something	something	PRON
educatio-15	30	17	new	new	ADJ
educatio-15	30	18	.	.	PUNCT
educatio-15	31	1	students	student	NOUN
educatio-15	31	2	are	be	AUX
educatio-15	31	3	able	able	ADJ
educatio-15	31	4	to	to	PART
educatio-15	31	5	understand	understand	VERB
educatio-15	31	6	where	where	SCONJ
educatio-15	31	7	to	to	PART
educatio-15	31	8	position	position	VERB
educatio-15	31	9	them	they	PRON
educatio-15	31	10	in	in	ADP
educatio-15	31	11	a	a	DET
educatio-15	31	12	process	process	NOUN
educatio-15	31	13	and	and	CCONJ
educatio-15	31	14	how	how	SCONJ
educatio-15	31	15	to	to	PART
educatio-15	31	16	continue	continue	VERB
educatio-15	31	17	making	make	VERB
educatio-15	31	18	progress	progress	NOUN
educatio-15	31	19	.	.	PUNCT
educatio-15	32	1	hapsari	hapsari	PROPN
educatio-15	32	2	d.	d.	PROPN
educatio-15	32	3	p	p	PROPN
educatio-15	32	4	,	,	PUNCT
educatio-15	32	5	suciati	suciati	NOUN
educatio-15	32	6	s	s	PART
educatio-15	32	7	,	,	PUNCT
educatio-15	32	8	and	and	CCONJ
educatio-15	32	9	marjono	marjono	PROPN
educatio-15	32	10	(	(	PUNCT
educatio-15	32	11	2012)4	2012)4	NUM
educatio-15	32	12	research	research	NOUN
educatio-15	32	13	results	result	NOUN
educatio-15	32	14	,	,	PUNCT
educatio-15	32	15	showed	show	VERB
educatio-15	32	16	that	that	SCONJ
educatio-15	32	17	the	the	DET
educatio-15	32	18	learning	learning	NOUN
educatio-15	32	19	activity	activity	NOUN
educatio-15	32	20	using	use	VERB
educatio-15	32	21	vee	vee	PROPN
educatio-15	32	22	diagrams	diagram	NOUN
educatio-15	32	23	can	can	AUX
educatio-15	32	24	improve	improve	VERB
educatio-15	32	25	cognitive	cognitive	ADJ
educatio-15	32	26	ability	ability	NOUN
educatio-15	32	27	,	,	PUNCT
educatio-15	32	28	affective	affective	NOUN
educatio-15	32	29	and	and	CCONJ
educatio-15	32	30	psychomotor	psychomotor	NOUN
educatio-15	32	31	.	.	PUNCT
educatio-15	33	1	for	for	ADP
educatio-15	33	2	teachers	teacher	NOUN
educatio-15	33	3	,	,	PUNCT
educatio-15	33	4	the	the	DET
educatio-15	33	5	use	use	NOUN
educatio-15	33	6	of	of	ADP
educatio-15	33	7	vee	vee	PROPN
educatio-15	33	8	diagram	diagram	PROPN
educatio-15	33	9	as	as	ADP
educatio-15	33	10	a	a	DET
educatio-15	33	11	graphic	graphic	ADJ
educatio-15	33	12	guide	guide	NOUN
educatio-15	33	13	to	to	PART
educatio-15	33	14	explain	explain	VERB
educatio-15	33	15	the	the	DET
educatio-15	33	16	instructions	instruction	NOUN
educatio-15	33	17	on	on	ADP
educatio-15	33	18	the	the	DET
educatio-15	33	19	research	research	NOUN
educatio-15	33	20	process	process	NOUN
educatio-15	33	21	.	.	PUNCT
educatio-15	34	1	these	these	DET
educatio-15	34	2	charts	chart	NOUN
educatio-15	34	3	provide	provide	VERB
educatio-15	34	4	a	a	DET
educatio-15	34	5	structure	structure	NOUN
educatio-15	34	6	to	to	PART
educatio-15	34	7	direct	direct	VERB
educatio-15	34	8	and	and	CCONJ
educatio-15	34	9	discuss	discuss	VERB
educatio-15	34	10	the	the	DET
educatio-15	34	11	process	process	NOUN
educatio-15	34	12	,	,	PUNCT
educatio-15	34	13	an	an	DET
educatio-15	34	14	important	important	ADJ
educatio-15	34	15	value	value	NOUN
educatio-15	34	16	for	for	ADP
educatio-15	34	17	communications	communication	NOUN
educatio-15	34	18	and	and	CCONJ
educatio-15	34	19	a	a	DET
educatio-15	34	20	useful	useful	ADJ
educatio-15	34	21	structure	structure	NOUN
educatio-15	34	22	arrangement	arrangement	NOUN
educatio-15	34	23	.	.	PUNCT
educatio-15	35	1	activities	activity	NOUN
educatio-15	35	2	stages	stage	NOUN
educatio-15	35	3	of	of	ADP
educatio-15	35	4	learning	learn	VERB
educatio-15	35	5	using	use	VERB
educatio-15	35	6	vee	vee	PROPN
educatio-15	35	7	diagrams	diagram	NOUN
educatio-15	35	8	can	can	AUX
educatio-15	35	9	develop	develop	VERB
educatio-15	35	10	scientific	scientific	ADJ
educatio-15	35	11	capability	capability	NOUN
educatio-15	35	12	.	.	PUNCT
educatio-15	36	1	research	research	NOUN
educatio-15	36	2	method	method	NOUN
educatio-15	36	3	this	this	DET
educatio-15	36	4	research	research	NOUN
educatio-15	36	5	method	method	NOUN
educatio-15	36	6	used	use	VERB
educatio-15	36	7	quasi	quasi	NOUN
educatio-15	36	8	experiment	experiment	NOUN
educatio-15	36	9	.	.	PUNCT
educatio-15	37	1	the	the	DET
educatio-15	37	2	population	population	NOUN
educatio-15	37	3	was	be	AUX
educatio-15	37	4	the	the	DET
educatio-15	37	5	sixth	sixth	ADJ
educatio-15	37	6	semester	semester	NOUN
educatio-15	37	7	students	student	NOUN
educatio-15	37	8	who	who	PRON
educatio-15	37	9	took	take	VERB
educatio-15	37	10	courses	course	NOUN
educatio-15	37	11	ecology	ecology	NOUN
educatio-15	37	12	of	of	ADP
educatio-15	37	13	animals	animal	NOUN
educatio-15	37	14	in	in	ADP
educatio-15	37	15	2014	2014	NUM
educatio-15	37	16	in	in	ADP
educatio-15	37	17	biology	biology	NOUN
educatio-15	37	18	education	education	NOUN
educatio-15	37	19	about	about	ADP
educatio-15	37	20	9	9	NUM
educatio-15	37	21	classes	class	NOUN
educatio-15	37	22	at	at	ADP
educatio-15	37	23	the	the	DET
educatio-15	37	24	university	university	NOUN
educatio-15	37	25	.	.	PUNCT
educatio-15	38	1	the	the	DET
educatio-15	38	2	university	university	NOUN
educatio-15	38	3	is	be	AUX
educatio-15	38	4	located	locate	VERB
educatio-15	38	5	in	in	ADP
educatio-15	38	6	a	a	DET
educatio-15	38	7	small	small	ADJ
educatio-15	38	8	town	town	NOUN
educatio-15	38	9	in	in	ADP
educatio-15	38	10	west	west	PROPN
educatio-15	38	11	java	java	PROPN
educatio-15	38	12	.	.	PUNCT
educatio-15	39	1	students	student	NOUN
educatio-15	39	2	entering	enter	VERB
educatio-15	39	3	the	the	DET
educatio-15	39	4	university	university	NOUN
educatio-15	39	5	was	be	AUX
educatio-15	39	6	not	not	PART
educatio-15	39	7	through	through	ADP
educatio-15	39	8	a	a	DET
educatio-15	39	9	rigorous	rigorous	ADJ
educatio-15	39	10	selection5	selection5	NOUN
educatio-15	39	11	.	.	PUNCT
educatio-15	40	1	the	the	DET
educatio-15	40	2	sample	sample	NOUN
educatio-15	40	3	was	be	AUX
educatio-15	40	4	taken	take	VERB
educatio-15	40	5	purposively	purposively	ADV
educatio-15	40	6	about	about	ADP
educatio-15	40	7	two	two	NUM
educatio-15	40	8	classes	class	NOUN
educatio-15	40	9	,	,	PUNCT
educatio-15	40	10	for	for	ADP
educatio-15	40	11	the	the	DET
educatio-15	40	12	treatment	treatment	NOUN
educatio-15	40	13	and	and	CCONJ
educatio-15	40	14	control	control	NOUN
educatio-15	40	15	.	.	PUNCT
educatio-15	41	1	animal	animal	NOUN
educatio-15	41	2	ecology	ecology	NOUN
educatio-15	41	3	lecture	lecture	NOUN
educatio-15	41	4	is	be	AUX
educatio-15	41	5	divided	divide	VERB
educatio-15	41	6	into	into	ADP
educatio-15	41	7	two	two	NUM
educatio-15	41	8	activities	activity	NOUN
educatio-15	41	9	,	,	PUNCT
educatio-15	41	10	namely	namely	ADV
educatio-15	41	11	in	in	ADP
educatio-15	41	12	classroom	classroom	NOUN
educatio-15	41	13	lectures	lecture	NOUN
educatio-15	41	14	and	and	CCONJ
educatio-15	41	15	laboratory	laboratory	NOUN
educatio-15	41	16	experiments	experiment	NOUN
educatio-15	41	17	.	.	PUNCT
educatio-15	42	1	lectures	lecture	NOUN
educatio-15	42	2	in	in	ADP
educatio-15	42	3	class	class	NOUN
educatio-15	42	4	implemented	implement	VERB
educatio-15	42	5	before	before	ADP
educatio-15	42	6	the	the	DET
educatio-15	42	7	practicum	practicum	NOUN
educatio-15	42	8	,	,	PUNCT
educatio-15	42	9	by	by	ADP
educatio-15	42	10	the	the	DET
educatio-15	42	11	method	method	NOUN
educatio-15	42	12	of	of	ADP
educatio-15	42	13	presentation	presentation	NOUN
educatio-15	42	14	,	,	PUNCT
educatio-15	42	15	discussion	discussion	NOUN
educatio-15	42	16	and	and	CCONJ
educatio-15	42	17	question	question	NOUN
educatio-15	42	18	and	and	CCONJ
educatio-15	42	19	answer	answer	NOUN
educatio-15	42	20	,	,	PUNCT
educatio-15	42	21	while	while	SCONJ
educatio-15	42	22	the	the	DET
educatio-15	42	23	lab	lab	NOUN
educatio-15	42	24	were	be	AUX
educatio-15	42	25	done	do	VERB
educatio-15	42	26	as	as	SCONJ
educatio-15	42	27	follows	follow	VERB
educatio-15	42	28	:	:	PUNCT
educatio-15	42	29	1	1	X
educatio-15	42	30	.	.	X
educatio-15	42	31	practicum	practicum	NOUN
educatio-15	42	32	model	model	NOUN
educatio-15	42	33	used	use	VERB
educatio-15	42	34	was	be	AUX
educatio-15	42	35	project	project	NOUN
educatio-15	42	36	based	base	VERB
educatio-15	42	37	learning	learning	NOUN
educatio-15	42	38	(	(	PUNCT
educatio-15	42	39	pjbl	pjbl	NOUN
educatio-15	42	40	)	)	PUNCT
educatio-15	42	41	2	2	NUM
educatio-15	42	42	.	.	PUNCT
educatio-15	43	1	the	the	DET
educatio-15	43	2	media	medium	NOUN
educatio-15	43	3	used	use	VERB
educatio-15	43	4	was	be	AUX
educatio-15	43	5	vee	vee	PROPN
educatio-15	43	6	diagrams	diagram	NOUN
educatio-15	43	7	.	.	PUNCT
educatio-15	44	1	2	2	NUM
educatio-15	44	2	p.	p.	NOUN
educatio-15	44	3	k.	k.	PROPN
educatio-15	44	4	suprapto	suprapto	PROPN
educatio-15	44	5	,	,	PUNCT
educatio-15	44	6	―pengembangan	―pengembangan	PROPN
educatio-15	44	7	program	program	NOUN
educatio-15	44	8	perkuliahan	perkuliahan	NOUN
educatio-15	44	9	anatomi	anatomi	NOUN
educatio-15	44	10	tumbuhan	tumbuhan	VERB
educatio-15	44	11	berbasis	berbasis	ADP
educatio-15	44	12	visuospasial	visuospasial	ADJ
educatio-15	44	13	melalui	melalui	PROPN
educatio-15	44	14	representasi	representasi	PROPN
educatio-15	44	15	mikroskopis	mikroskopis	PROPN
educatio-15	44	16	sistem	sistem	PROPN
educatio-15	44	17	jaringan	jaringan	PROPN
educatio-15	44	18	tumbuhan	tumbuhan	PROPN
educatio-15	44	19	untuk	untuk	PROPN
educatio-15	44	20	meningkatkan	meningkatkan	PROPN
educatio-15	44	21	penelaran	penelaran	PROPN
educatio-15	44	22	dan	dan	PROPN
educatio-15	44	23	penguasaan	penguasaan	PROPN
educatio-15	44	24	konsep	konsep	PROPN
educatio-15	44	25	calon	calon	PROPN
educatio-15	44	26	guru	guru	PROPN
educatio-15	44	27	biologi,‖	biologi,‖	PROPN
educatio-15	44	28	(	(	PUNCT
educatio-15	44	29	disertasi	disertasi	PROPN
educatio-15	44	30	,	,	PUNCT
educatio-15	44	31	bandung	bandung	PROPN
educatio-15	44	32	:	:	PUNCT
educatio-15	44	33	universitas	universitas	PROPN
educatio-15	44	34	pendidikan	pendidikan	PROPN
educatio-15	44	35	indonesia	indonesia	PROPN
educatio-15	44	36	,	,	PUNCT
educatio-15	44	37	2012	2012	NUM
educatio-15	44	38	)	)	PUNCT
educatio-15	44	39	.	.	PUNCT
educatio-15	45	1	3	3	NUM
educatio-15	45	2	muh	muh	PROPN
educatio-15	45	3	barid	barid	VERB
educatio-15	45	4	nizarudin	nizarudin	ADJ
educatio-15	45	5	wajdi	wajdi	NOUN
educatio-15	45	6	,	,	PUNCT
educatio-15	45	7	―metamorfosa	―metamorfosa	PROPN
educatio-15	45	8	perguruan	perguruan	PROPN
educatio-15	45	9	tinggi	tinggi	PROPN
educatio-15	45	10	agama	agama	PROPN
educatio-15	45	11	islam,‖	islam,‖	PROPN
educatio-15	45	12	at	at	ADP
educatio-15	45	13	-	-	PUNCT
educatio-15	45	14	tahdzib	tahdzib	NOUN
educatio-15	45	15	:	:	PUNCT
educatio-15	45	16	jurnal	jurnal	ADJ
educatio-15	45	17	studi	studi	PROPN
educatio-15	45	18	islam	islam	PROPN
educatio-15	45	19	dan	dan	PROPN
educatio-15	45	20	muamalah	muamalah	PROPN
educatio-15	45	21	4	4	NUM
educatio-15	45	22	,	,	PUNCT
educatio-15	45	23	no	no	INTJ
educatio-15	45	24	.	.	NOUN
educatio-15	45	25	1	1	NUM
educatio-15	45	26	(	(	PUNCT
educatio-15	45	27	2016	2016	NUM
educatio-15	45	28	):	):	PUNCT
educatio-15	45	29	92–109	92–109	NUM
educatio-15	45	30	.	.	NOUN
educatio-15	45	31	4	4	NUM
educatio-15	45	32	d.	d.	PROPN
educatio-15	45	33	p.	p.	PROPN
educatio-15	45	34	hapsari	hapsari	PROPN
educatio-15	45	35	,	,	PUNCT
educatio-15	45	36	suciati	suciati	PROPN
educatio-15	45	37	s.	s.	PROPN
educatio-15	45	38	,	,	PUNCT
educatio-15	45	39	and	and	CCONJ
educatio-15	45	40	marjono	marjono	PROPN
educatio-15	45	41	―pengaruh	―pengaruh	AUX
educatio-15	45	42	model	model	PROPN
educatio-15	45	43	inkuiri	inkuiri	PROPN
educatio-15	45	44	terbimbing	terbimbe	VERB
educatio-15	45	45	dengan	dengan	PROPN
educatio-15	45	46	diagram	diagram	PROPN
educatio-15	45	47	v	v	PROPN
educatio-15	45	48	(	(	PUNCT
educatio-15	45	49	vee	vee	PROPN
educatio-15	45	50	)	)	PUNCT
educatio-15	45	51	dalam	dalam	PROPN
educatio-15	45	52	pembelajaran	pembelajaran	PROPN
educatio-15	45	53	biologi	biologi	PROPN
educatio-15	45	54	terhadap	terhadap	PROPN
educatio-15	45	55	kemampuan	kemampuan	PROPN
educatio-15	45	56	berpikir	berpikir	PROPN
educatio-15	45	57	kritis	kritis	PROPN
educatio-15	45	58	dan	dan	PROPN
educatio-15	45	59	hasil	hasil	PROPN
educatio-15	45	60	belajar	belajar	PROPN
educatio-15	45	61	siswa,‖	siswa,‖	PROPN
educatio-15	45	62	jurnal	jurnal	ADJ
educatio-15	45	63	pendidikan	pendidikan	PROPN
educatio-15	45	64	biologi	biologi	PROPN
educatio-15	45	65	4	4	NUM
educatio-15	45	66	,	,	PUNCT
educatio-15	45	67	no	no	INTJ
educatio-15	45	68	.	.	NOUN
educatio-15	45	69	3	3	NUM
educatio-15	45	70	(	(	PUNCT
educatio-15	45	71	2012	2012	NUM
educatio-15	45	72	):	):	PUNCT
educatio-15	45	73	16	16	NUM
educatio-15	45	74	-	-	SYM
educatio-15	45	75	28	28	NUM
educatio-15	45	76	.	.	X
educatio-15	46	1	5	5	NUM
educatio-15	46	2	muh	muh	PROPN
educatio-15	46	3	barid	barid	VERB
educatio-15	46	4	nizarudin	nizarudin	ADJ
educatio-15	46	5	wajdi	wajdi	NOUN
educatio-15	46	6	,	,	PUNCT
educatio-15	46	7	―paradigma	―paradigma	PROPN
educatio-15	46	8	pergeseran	pergeseran	NOUN
educatio-15	46	9	educational	educational	ADJ
educatio-15	46	10	technology	technology	NOUN
educatio-15	46	11	menuju	menuju	VERB
educatio-15	46	12	in	in	ADP
educatio-15	46	13	structional	structional	ADJ
educatio-15	46	14	technology‖	technology‖	PROPN
educatio-15	46	15	(	(	PUNCT
educatio-15	46	16	2017	2017	NUM
educatio-15	46	17	)	)	PUNCT
educatio-15	46	18	.	.	PUNCT
educatio-15	47	1	purwati	purwati	PROPN
educatio-15	47	2	kuswarini	kuswarini	PROPN
educatio-15	47	3	suprapto	suprapto	PROPN
educatio-15	47	4	&	&	CCONJ
educatio-15	47	5	lilis	lilis	PROPN
educatio-15	47	6	rahmawati	rahmawati	PROPN
educatio-15	47	7	the	the	DET
educatio-15	47	8	inf	inf	PROPN
educatio-15	47	9	luences	luence	NOUN
educatio-15	47	10	of	of	ADP
educatio-15	47	11	vee	vee	PROPN
educatio-15	47	12	diagram	diagram	PROPN
educatio-15	47	13	on	on	ADP
educatio-15	47	14	animal	animal	NOUN
educatio-15	47	15	ecology	ecology	NOUN
educatio-15	47	16	lab	lab	NOUN
educatio-15	47	17	to	to	ADP
educatio-15	47	18	learning	learn	VERB
educatio-15	47	19	outcomes	outcome	NOUN
educatio-15	47	20	and	and	CCONJ
educatio-15	47	21	logical	logical	ADJ
educatio-15	47	22	thinking	thinking	NOUN
educatio-15	47	23	volume	volume	NOUN
educatio-15	47	24	2	2	NUM
educatio-15	47	25	,	,	PUNCT
educatio-15	47	26	number	number	NOUN
educatio-15	47	27	2	2	NUM
educatio-15	47	28	,	,	PUNCT
educatio-15	47	29	november	november	PROPN
educatio-15	47	30	2017	2017	NUM
educatio-15	47	31	|	|	ADV
educatio-15	47	32	192	192	NUM
educatio-15	47	33	zzzzzz	zzzzzz	PROPN
educatio-15	47	34	fig	fig	NOUN
educatio-15	47	35	.	.	PUNCT
educatio-15	48	1	1	1	X
educatio-15	48	2	.	.	X
educatio-15	48	3	vee	vee	PROPN
educatio-15	48	4	diagram	diagram	PROPN
educatio-15	48	5	(	(	PUNCT
educatio-15	48	6	novak	novak	PROPN
educatio-15	48	7	&	&	CCONJ
educatio-15	48	8	gowin	gowin	PROPN
educatio-15	48	9	,	,	PUNCT
educatio-15	48	10	1985	1985	NUM
educatio-15	48	11	)	)	PUNCT
educatio-15	48	12	6	6	NUM
educatio-15	48	13	gowin‘s	gowin‘s	NOUN
educatio-15	48	14	vee	vee	PROPN
educatio-15	48	15	showing	show	VERB
educatio-15	48	16	12	12	NUM
educatio-15	48	17	epistemological	epistemological	ADJ
educatio-15	48	18	elements	element	NOUN
educatio-15	48	19	operating	operate	VERB
educatio-15	48	20	in	in	ADP
educatio-15	48	21	the	the	DET
educatio-15	48	22	construction	construction	NOUN
educatio-15	48	23	of	of	ADP
educatio-15	48	24	knowledge	knowledge	NOUN
educatio-15	48	25	or	or	CCONJ
educatio-15	48	26	in	in	ADP
educatio-15	48	27	an	an	DET
educatio-15	48	28	analysis	analysis	NOUN
educatio-15	48	29	of	of	ADP
educatio-15	48	30	a	a	DET
educatio-15	48	31	unit	unit	NOUN
educatio-15	48	32	of	of	ADP
educatio-15	48	33	knowledge	knowledge	NOUN
educatio-15	48	34	.	.	PUNCT
educatio-15	49	1	3	3	X
educatio-15	49	2	.	.	X
educatio-15	49	3	the	the	DET
educatio-15	49	4	study	study	NOUN
educatio-15	49	5	was	be	AUX
educatio-15	49	6	conducted	conduct	VERB
educatio-15	49	7	in	in	ADP
educatio-15	49	8	6	6	NUM
educatio-15	49	9	sessions	session	NOUN
educatio-15	49	10	4	4	NUM
educatio-15	49	11	.	.	PUNCT
educatio-15	50	1	the	the	DET
educatio-15	50	2	material	material	NOUN
educatio-15	50	3	covered	cover	VERB
educatio-15	50	4	during	during	ADP
educatio-15	50	5	the	the	DET
educatio-15	50	6	course	course	NOUN
educatio-15	50	7	of	of	ADP
educatio-15	50	8	a	a	DET
educatio-15	50	9	study	study	NOUN
educatio-15	50	10	are	be	AUX
educatio-15	50	11	:	:	PUNCT
educatio-15	50	12	individual	individual	ADJ
educatio-15	50	13	,	,	PUNCT
educatio-15	50	14	population	population	NOUN
educatio-15	50	15	,	,	PUNCT
educatio-15	50	16	community	community	NOUN
educatio-15	50	17	and	and	CCONJ
educatio-15	50	18	ecosystem	ecosystem	NOUN
educatio-15	50	19	lectures	lecture	NOUN
educatio-15	50	20	on	on	ADP
educatio-15	50	21	class	class	NOUN
educatio-15	50	22	control	control	NOUN
educatio-15	50	23	and	and	CCONJ
educatio-15	50	24	treatment	treatment	NOUN
educatio-15	50	25	classes	class	NOUN
educatio-15	50	26	held	hold	VERB
educatio-15	50	27	together	together	ADV
educatio-15	50	28	,	,	PUNCT
educatio-15	50	29	but	but	CCONJ
educatio-15	50	30	the	the	DET
educatio-15	50	31	control	control	NOUN
educatio-15	50	32	class	class	NOUN
educatio-15	50	33	,	,	PUNCT
educatio-15	50	34	practicum	practicum	NOUN
educatio-15	50	35	does	do	AUX
educatio-15	50	36	not	not	PART
educatio-15	50	37	use	use	VERB
educatio-15	50	38	vee	vee	NOUN
educatio-15	50	39	diagrams	diagram	NOUN
educatio-15	50	40	.	.	PUNCT
educatio-15	51	1	practicum	practicum	NOUN
educatio-15	51	2	conducted	conduct	VERB
educatio-15	51	3	in	in	ADP
educatio-15	51	4	accordance	accordance	NOUN
educatio-15	51	5	with	with	ADP
educatio-15	51	6	the	the	DET
educatio-15	51	7	instruction	instruction	NOUN
educatio-15	51	8	manual	manual	ADJ
educatio-15	51	9	lab	lab	NOUN
educatio-15	51	10	work	work	NOUN
educatio-15	51	11	.	.	PUNCT
educatio-15	52	1	learning	learn	VERB
educatio-15	52	2	outcomes	outcome	NOUN
educatio-15	52	3	data	datum	NOUN
educatio-15	52	4	collection	collection	NOUN
educatio-15	52	5	techniques	technique	NOUN
educatio-15	52	6	implemented	implement	VERB
educatio-15	52	7	based	base	VERB
educatio-15	52	8	on	on	ADP
educatio-15	52	9	the	the	DET
educatio-15	52	10	results	result	NOUN
educatio-15	52	11	of	of	ADP
educatio-15	52	12	cognitive	cognitive	ADJ
educatio-15	52	13	tests	test	NOUN
educatio-15	52	14	and	and	CCONJ
educatio-15	52	15	then	then	ADV
educatio-15	52	16	the	the	DET
educatio-15	52	17	data	data	NOUN
educatio-15	52	18	is	be	AUX
educatio-15	52	19	processed	process	VERB
educatio-15	52	20	using	use	VERB
educatio-15	52	21	t	t	PROPN
educatio-15	52	22	test	test	NOUN
educatio-15	52	23	with	with	ADP
educatio-15	52	24	spss	spss	PROPN
educatio-15	52	25	.	.	PUNCT
educatio-15	53	1	data	datum	NOUN
educatio-15	53	2	logical	logical	ADJ
educatio-15	53	3	thinking	thinking	NOUN
educatio-15	53	4	is	be	AUX
educatio-15	53	5	measured	measure	VERB
educatio-15	53	6	by	by	ADP
educatio-15	53	7	the	the	DET
educatio-15	53	8	results	result	NOUN
educatio-15	53	9	of	of	ADP
educatio-15	53	10	the	the	DET
educatio-15	53	11	test	test	NOUN
educatio-15	53	12	of	of	ADP
educatio-15	53	13	logical	logical	ADJ
educatio-15	53	14	thinking	thinking	NOUN
educatio-15	53	15	.	.	PUNCT
educatio-15	54	1	result	result	NOUN
educatio-15	54	2	and	and	CCONJ
educatio-15	54	3	discussion	discussion	NOUN
educatio-15	54	4	cognitive	cognitive	ADJ
educatio-15	54	5	learning	learn	VERB
educatio-15	54	6	outcomes	outcome	NOUN
educatio-15	54	7	cognitive	cognitive	ADJ
educatio-15	54	8	learning	learn	VERB
educatio-15	54	9	outcomes	outcome	NOUN
educatio-15	54	10	measured	measure	VERB
educatio-15	54	11	were	be	AUX
educatio-15	54	12	the	the	DET
educatio-15	54	13	result	result	NOUN
educatio-15	54	14	of	of	ADP
educatio-15	54	15	post	post	NOUN
educatio-15	54	16	-	-	NOUN
educatio-15	54	17	test	test	NOUN
educatio-15	54	18	,	,	PUNCT
educatio-15	54	19	i.e.	i.e.	X
educatio-15	54	20	after	after	ADP
educatio-15	54	21	the	the	DET
educatio-15	54	22	students	student	NOUN
educatio-15	54	23	following	follow	VERB
educatio-15	54	24	study	study	NOUN
educatio-15	54	25	of	of	ADP
educatio-15	54	26	animal	animal	NOUN
educatio-15	54	27	ecology	ecology	NOUN
educatio-15	54	28	.	.	PUNCT
educatio-15	55	1	practicum	practicum	NOUN
educatio-15	55	2	was	be	AUX
educatio-15	55	3	done	do	VERB
educatio-15	55	4	by	by	ADP
educatio-15	55	5	using	use	VERB
educatio-15	55	6	project	project	NOUN
educatio-15	55	7	based	base	VERB
educatio-15	55	8	learning	learning	NOUN
educatio-15	55	9	models	model	NOUN
educatio-15	55	10	with	with	ADP
educatio-15	55	11	a	a	DET
educatio-15	55	12	scientific	scientific	ADJ
educatio-15	55	13	approach	approach	NOUN
educatio-15	55	14	comes	come	VERB
educatio-15	55	15	with	with	ADP
educatio-15	55	16	a	a	DET
educatio-15	55	17	diagram	diagram	NOUN
educatio-15	55	18	and	and	CCONJ
educatio-15	55	19	without	without	ADP
educatio-15	55	20	diagram	diagram	NOUN
educatio-15	55	21	vee	vee	PROPN
educatio-15	55	22	as	as	ADP
educatio-15	55	23	a	a	DET
educatio-15	55	24	control	control	NOUN
educatio-15	55	25	.	.	PUNCT
educatio-15	56	1	the	the	DET
educatio-15	56	2	results	result	NOUN
educatio-15	56	3	were	be	AUX
educatio-15	56	4	the	the	DET
educatio-15	56	5	average	average	ADJ
educatio-15	56	6	post	post	ADJ
educatio-15	56	7	-	-	ADJ
educatio-15	56	8	test	test	NOUN
educatio-15	56	9	using	use	VERB
educatio-15	56	10	vee	vee	PROPN
educatio-15	56	11	diagram	diagram	PROPN
educatio-15	56	12	was	be	AUX
educatio-15	56	13	21.94	21.94	NUM
educatio-15	56	14	,	,	PUNCT
educatio-15	56	15	the	the	DET
educatio-15	56	16	maximum	maximum	ADJ
educatio-15	56	17	score	score	NOUN
educatio-15	56	18	was	be	AUX
educatio-15	56	19	26	26	NUM
educatio-15	56	20	and	and	CCONJ
educatio-15	56	21	the	the	DET
educatio-15	56	22	ideal	ideal	ADJ
educatio-15	56	23	score	score	NOUN
educatio-15	56	24	30	30	NUM
educatio-15	56	25	,	,	PUNCT
educatio-15	56	26	while	while	SCONJ
educatio-15	56	27	learning	learn	VERB
educatio-15	56	28	without	without	ADP
educatio-15	56	29	vee	vee	PROPN
educatio-15	56	30	diagram	diagram	PROPN
educatio-15	56	31	obtained	obtain	VERB
educatio-15	56	32	an	an	DET
educatio-15	56	33	average	average	NOUN
educatio-15	56	34	of	of	ADP
educatio-15	56	35	cognitive	cognitive	ADJ
educatio-15	56	36	postes	poste	NOUN
educatio-15	56	37	was	be	AUX
educatio-15	56	38	19.73	19.73	NUM
educatio-15	56	39	,	,	PUNCT
educatio-15	56	40	the	the	DET
educatio-15	56	41	maximum	maximum	ADJ
educatio-15	56	42	score	score	NOUN
educatio-15	56	43	of	of	ADP
educatio-15	56	44	24	24	NUM
educatio-15	56	45	(	(	PUNCT
educatio-15	56	46	tab.1	tab.1	PROPN
educatio-15	56	47	)	)	PUNCT
educatio-15	56	48	.	.	PUNCT
educatio-15	57	1	table	table	NOUN
educatio-15	57	2	1	1	NUM
educatio-15	57	3	.	.	PUNCT
educatio-15	58	1	measurement	measurement	NOUN
educatio-15	58	2	of	of	ADP
educatio-15	58	3	cognitive	cognitive	ADJ
educatio-15	58	4	student	student	NOUN
educatio-15	58	5	learning	learn	VERB
educatio-15	58	6	outcomes	outcome	NOUN
educatio-15	58	7	measurement	measurement	VERB
educatio-15	58	8	v	v	NOUN
educatio-15	58	9	-	-	PUNCT
educatio-15	58	10	diagram	diagram	NOUN
educatio-15	58	11	control	control	NOUN
educatio-15	58	12	the	the	DET
educatio-15	58	13	average	average	NOUN
educatio-15	58	14	of	of	ADP
educatio-15	58	15	post	post	NOUN
educatio-15	58	16	test	test	NOUN
educatio-15	58	17	21.94	21.94	NUM
educatio-15	58	18	19.73	19.73	NUM
educatio-15	58	19	the	the	DET
educatio-15	58	20	maximum	maximum	ADJ
educatio-15	58	21	score	score	NOUN
educatio-15	58	22	26	26	NUM
educatio-15	58	23	24	24	NUM
educatio-15	58	24	the	the	DET
educatio-15	58	25	minimum	minimum	ADJ
educatio-15	58	26	score	score	NOUN
educatio-15	58	27	14	14	NUM
educatio-15	58	28	15	15	NUM
educatio-15	58	29	ideal	ideal	ADJ
educatio-15	58	30	score	score	NOUN
educatio-15	58	31	30	30	NUM
educatio-15	58	32	30	30	NUM
educatio-15	58	33	standart	standart	NOUN
educatio-15	58	34	deviasi	deviasi	NOUN
educatio-15	58	35	2,86	2,86	PROPN
educatio-15	58	36	2,29	2,29	PROPN
educatio-15	58	37	normality	normality	NOUN
educatio-15	58	38	test	test	NOUN
educatio-15	58	39	data	datum	NOUN
educatio-15	58	40	were	be	AUX
educatio-15	58	41	analyzed	analyze	VERB
educatio-15	58	42	using	use	VERB
educatio-15	58	43	spss	spss	PROPN
educatio-15	58	44	software	software	NOUN
educatio-15	58	45	,	,	PUNCT
educatio-15	58	46	using	use	VERB
educatio-15	58	47	the	the	DET
educatio-15	58	48	shapiro	shapiro	PROPN
educatio-15	58	49	-	-	PUNCT
educatio-15	58	50	wilk	wilk	NOUN
educatio-15	58	51	test	test	NOUN
educatio-15	58	52	,	,	PUNCT
educatio-15	58	53	shows	show	VERB
educatio-15	58	54	the	the	DET
educatio-15	58	55	following	follow	VERB
educatio-15	58	56	findings	finding	NOUN
educatio-15	58	57	:	:	PUNCT
educatio-15	58	58	tests	test	NOUN
educatio-15	58	59	of	of	ADP
educatio-15	58	60	normality	normality	NOUN
educatio-15	58	61	kolmogorovsmirnova	kolmogorovsmirnova	PROPN
educatio-15	58	62	shapiro	shapiro	PROPN
educatio-15	58	63	-	-	PUNCT
educatio-15	58	64	wilk	wilk	NOUN
educatio-15	58	65	stats	stat	NOUN
educatio-15	58	66	df	df	PROPN
educatio-15	58	67	sig	sig	PROPN
educatio-15	58	68	.	.	PUNCT
educatio-15	59	1	statis	statis	PROPN
educatio-15	59	2	df	df	PROPN
educatio-15	59	3	sig	sig	PROPN
educatio-15	59	4	.	.	PUNCT
educatio-15	60	1	c	c	PROPN
educatio-15	60	2	c	c	PROPN
educatio-15	60	3	diag	diag	PROPN
educatio-15	60	4	vee	vee	PROPN
educatio-15	60	5	.116	.116	NUM
educatio-15	60	6	36	36	NUM
educatio-15	60	7	.200	.200	NUM
educatio-15	60	8	*	*	X
educatio-15	60	9	.952	.952	NUM
educatio-15	60	10	36	36	NUM
educatio-15	60	11	.122	.122	NUM
educatio-15	60	12	control	control	NOUN
educatio-15	60	13	.133	.133	NUM
educatio-15	60	14	26	26	NUM
educatio-15	60	15	.200	.200	NUM
educatio-15	60	16	*	*	PROPN
educatio-15	60	17	.971	.971	NUM
educatio-15	60	18	26	26	NUM
educatio-15	60	19	.638	.638	NUM
educatio-15	60	20	*	*	PUNCT
educatio-15	60	21	.	.	PUNCT
educatio-15	61	1	this	this	PRON
educatio-15	61	2	is	be	AUX
educatio-15	61	3	a	a	DET
educatio-15	61	4	lower	low	ADJ
educatio-15	61	5	bound	bind	VERB
educatio-15	61	6	of	of	ADP
educatio-15	61	7	the	the	DET
educatio-15	61	8	true	true	ADJ
educatio-15	61	9	significance	significance	NOUN
educatio-15	61	10	.	.	PUNCT
educatio-15	62	1	a.	a.	NOUN
educatio-15	62	2	lilliefors	lilliefors	PROPN
educatio-15	62	3	significance	significance	NOUN
educatio-15	62	4	correction	correction	NOUN
educatio-15	62	5	6	6	NUM
educatio-15	62	6	j.	j.	PROPN
educatio-15	62	7	d.	d.	PROPN
educatio-15	62	8	novak	novak	PROPN
educatio-15	62	9	and	and	CCONJ
educatio-15	62	10	d.	d.	PROPN
educatio-15	62	11	b.	b.	PROPN
educatio-15	62	12	gowin	gowin	PROPN
educatio-15	62	13	,	,	PUNCT
educatio-15	62	14	learning	learn	VERB
educatio-15	62	15	how	how	SCONJ
educatio-15	62	16	to	to	PART
educatio-15	62	17	learn	learn	VERB
educatio-15	62	18	(	(	PUNCT
educatio-15	62	19	new	new	PROPN
educatio-15	62	20	york	york	PROPN
educatio-15	62	21	:	:	PUNCT
educatio-15	62	22	cambridge	cambridge	PROPN
educatio-15	62	23	university	university	PROPN
educatio-15	62	24	press	press	NOUN
educatio-15	62	25	,	,	PUNCT
educatio-15	62	26	1985	1985	NUM
educatio-15	62	27	)	)	PUNCT
educatio-15	62	28	.	.	PUNCT
educatio-15	63	1	purwati	purwati	PROPN
educatio-15	63	2	kuswarini	kuswarini	PROPN
educatio-15	63	3	suprapto	suprapto	PROPN
educatio-15	63	4	&	&	CCONJ
educatio-15	63	5	lilis	lilis	PROPN
educatio-15	63	6	rahmawati	rahmawati	PROPN
educatio-15	63	7	the	the	DET
educatio-15	63	8	inf	inf	PROPN
educatio-15	63	9	luences	luence	NOUN
educatio-15	63	10	of	of	ADP
educatio-15	63	11	vee	vee	PROPN
educatio-15	63	12	diagram	diagram	PROPN
educatio-15	63	13	on	on	ADP
educatio-15	63	14	animal	animal	NOUN
educatio-15	63	15	ecology	ecology	NOUN
educatio-15	63	16	lab	lab	NOUN
educatio-15	63	17	to	to	ADP
educatio-15	63	18	learning	learn	VERB
educatio-15	63	19	outcomes	outcome	NOUN
educatio-15	63	20	and	and	CCONJ
educatio-15	63	21	logical	logical	ADJ
educatio-15	63	22	thinking	thinking	NOUN
educatio-15	63	23	volume	volume	NOUN
educatio-15	63	24	2	2	NUM
educatio-15	63	25	,	,	PUNCT
educatio-15	63	26	number	number	NOUN
educatio-15	63	27	2	2	NUM
educatio-15	63	28	,	,	PUNCT
educatio-15	63	29	november	november	PROPN
educatio-15	63	30	2017	2017	NUM
educatio-15	63	31	|	|	ADV
educatio-15	63	32	193	193	NUM
educatio-15	63	33	zzzzzz	zzzzzz	NOUN
educatio-15	63	34	number	number	NOUN
educatio-15	63	35	on	on	ADP
educatio-15	63	36	the	the	DET
educatio-15	63	37	shapiro	shapiro	PROPN
educatio-15	63	38	-	-	PUNCT
educatio-15	63	39	wilk	wilk	NOUN
educatio-15	63	40	column	column	PROPN
educatio-15	63	41	sig	sig	PROPN
educatio-15	63	42	.	.	PUNCT
educatio-15	64	1	for	for	ADP
educatio-15	64	2	the	the	DET
educatio-15	64	3	value	value	NOUN
educatio-15	64	4	of	of	ADP
educatio-15	64	5	the	the	DET
educatio-15	64	6	class	class	NOUN
educatio-15	64	7	(	(	PUNCT
educatio-15	64	8	using	use	VERB
educatio-15	64	9	vee	vee	PROPN
educatio-15	64	10	diagram	diagram	PROPN
educatio-15	64	11	)	)	PUNCT
educatio-15	64	12	is	be	AUX
educatio-15	64	13	0.122	0.122	NUM
educatio-15	64	14	which	which	PRON
educatio-15	64	15	was	be	AUX
educatio-15	64	16	above	above	ADP
educatio-15	64	17	0.05	0.05	NUM
educatio-15	64	18	(	(	PUNCT
educatio-15	64	19	x	x	X
educatio-15	64	20	<	<	X
educatio-15	64	21	0.05	0.05	NUM
educatio-15	64	22	)	)	PUNCT
educatio-15	64	23	,	,	PUNCT
educatio-15	64	24	then	then	ADV
educatio-15	64	25	ho	ho	PROPN
educatio-15	64	26	is	be	AUX
educatio-15	64	27	accepted	accept	VERB
educatio-15	64	28	,	,	PUNCT
educatio-15	64	29	it	it	PRON
educatio-15	64	30	means	mean	VERB
educatio-15	64	31	that	that	SCONJ
educatio-15	64	32	the	the	DET
educatio-15	64	33	sample	sample	NOUN
educatio-15	64	34	came	come	VERB
educatio-15	64	35	from	from	ADP
educatio-15	64	36	a	a	DET
educatio-15	64	37	normal	normal	ADJ
educatio-15	64	38	distributed	distribute	VERB
educatio-15	64	39	population	population	NOUN
educatio-15	64	40	.	.	PUNCT
educatio-15	65	1	similarly	similarly	ADV
educatio-15	65	2	,	,	PUNCT
educatio-15	65	3	the	the	DET
educatio-15	65	4	numbers	number	NOUN
educatio-15	65	5	in	in	ADP
educatio-15	65	6	the	the	DET
educatio-15	65	7	column	column	NOUN
educatio-15	65	8	shapiro	shapiro	PROPN
educatio-15	65	9	-	-	PUNCT
educatio-15	65	10	wilk	wilk	PROPN
educatio-15	65	11	sig	sig	NOUN
educatio-15	65	12	.	.	PUNCT
educatio-15	66	1	for	for	ADP
educatio-15	66	2	the	the	DET
educatio-15	66	3	value	value	NOUN
educatio-15	66	4	of	of	ADP
educatio-15	66	5	the	the	DET
educatio-15	66	6	class	class	NOUN
educatio-15	66	7	without	without	ADP
educatio-15	66	8	the	the	DET
educatio-15	66	9	vee	vee	PROPN
educatio-15	66	10	diagram	diagram	PROPN
educatio-15	66	11	was	be	AUX
educatio-15	66	12	0.638	0.638	NUM
educatio-15	66	13	which	which	PRON
educatio-15	66	14	was	be	AUX
educatio-15	66	15	above	above	ADP
educatio-15	66	16	0.05	0.05	NUM
educatio-15	66	17	(	(	PUNCT
educatio-15	66	18	x	x	X
educatio-15	66	19	>	>	X
educatio-15	66	20	0.05	0.05	NUM
educatio-15	66	21	)	)	PUNCT
educatio-15	66	22	,	,	PUNCT
educatio-15	66	23	then	then	ADV
educatio-15	66	24	ho	ho	PROPN
educatio-15	66	25	was	be	AUX
educatio-15	66	26	accepted	accept	VERB
educatio-15	66	27	,	,	PUNCT
educatio-15	66	28	it	it	PRON
educatio-15	66	29	means	mean	VERB
educatio-15	66	30	that	that	SCONJ
educatio-15	66	31	the	the	DET
educatio-15	66	32	sample	sample	NOUN
educatio-15	66	33	comes	come	VERB
educatio-15	66	34	from	from	ADP
educatio-15	66	35	a	a	DET
educatio-15	66	36	normal	normal	ADJ
educatio-15	66	37	distributed	distribute	VERB
educatio-15	66	38	population	population	NOUN
educatio-15	66	39	.	.	PUNCT
educatio-15	67	1	guidelines	guideline	NOUN
educatio-15	67	2	for	for	ADP
educatio-15	67	3	decision	decision	NOUN
educatio-15	67	4	-	-	PUNCT
educatio-15	67	5	making	making	NOUN
educatio-15	67	6	was	be	AUX
educatio-15	67	7	if	if	SCONJ
educatio-15	67	8	significant	significant	ADJ
educatio-15	67	9	value	value	NOUN
educatio-15	67	10	<	<	NOUN
educatio-15	67	11	0.05	0.05	NUM
educatio-15	67	12	,	,	PUNCT
educatio-15	67	13	then	then	ADV
educatio-15	67	14	reject	reject	VERB
educatio-15	67	15	ho	ho	PROPN
educatio-15	67	16	and	and	CCONJ
educatio-15	67	17	vice	vice	ADV
educatio-15	67	18	versa	versa	ADV
educatio-15	67	19	if	if	SCONJ
educatio-15	67	20	the	the	DET
educatio-15	67	21	significance	significance	NOUN
educatio-15	67	22	value	value	NOUN
educatio-15	67	23	>	>	X
educatio-15	67	24	0.05	0.05	NUM
educatio-15	67	25	then	then	ADV
educatio-15	67	26	accepted	accept	VERB
educatio-15	67	27	ho	ho	PROPN
educatio-15	67	28	.	.	PROPN
educatio-15	67	29	group	group	PROPN
educatio-15	67	30	statistics	statistics	PROPN
educatio-15	67	31	kelas	kelas	PROPN
educatio-15	67	32	n	n	ADV
educatio-15	67	33	mean	mean	VERB
educatio-15	67	34	std	std	X
educatio-15	67	35	.	.	PUNCT
educatio-15	68	1	deviation	deviation	NOUN
educatio-15	68	2	std	std	NOUN
educatio-15	68	3	.	.	PUNCT
educatio-15	68	4	error	error	NOUN
educatio-15	68	5	mean	mean	PROPN
educatio-15	68	6	nilai	nilai	PROPN
educatio-15	68	7	diagr	diagr	PROPN
educatio-15	68	8	vee	vee	PROPN
educatio-15	68	9	36	36	NUM
educatio-15	68	10	21.94	21.94	NUM
educatio-15	68	11	2.858	2.858	NUM
educatio-15	68	12	.476	.476	NUM
educatio-15	68	13	control	control	NOUN
educatio-15	68	14	26	26	NUM
educatio-15	68	15	19.73	19.73	NUM
educatio-15	68	16	2.290	2.290	NUM
educatio-15	68	17	.449	.449	NUM
educatio-15	68	18	table	table	NOUN
educatio-15	68	19	group	group	NOUN
educatio-15	68	20	statistics	statistic	NOUN
educatio-15	68	21	warned	warn	VERB
educatio-15	68	22	that	that	SCONJ
educatio-15	68	23	the	the	DET
educatio-15	68	24	number	number	NOUN
educatio-15	68	25	of	of	ADP
educatio-15	68	26	data	datum	NOUN
educatio-15	68	27	/	/	SYM
educatio-15	68	28	samples	sample	NOUN
educatio-15	68	29	,	,	PUNCT
educatio-15	68	30	the	the	DET
educatio-15	68	31	average	average	ADJ
educatio-15	68	32	result	result	NOUN
educatio-15	68	33	learning	learning	NOUN
educatio-15	68	34	,	,	PUNCT
educatio-15	68	35	and	and	CCONJ
educatio-15	68	36	standard	standard	ADJ
educatio-15	68	37	deviation	deviation	NOUN
educatio-15	68	38	.	.	PUNCT
educatio-15	69	1	the	the	DET
educatio-15	69	2	average	average	ADJ
educatio-15	69	3	grade	grade	NOUN
educatio-15	69	4	in	in	ADP
educatio-15	69	5	the	the	DET
educatio-15	69	6	class	class	NOUN
educatio-15	69	7	using	use	VERB
educatio-15	69	8	vee	vee	PROPN
educatio-15	69	9	diagrams	diagram	NOUN
educatio-15	69	10	(	(	PUNCT
educatio-15	69	11	21.94	21.94	NUM
educatio-15	69	12	)	)	PUNCT
educatio-15	69	13	was	be	AUX
educatio-15	69	14	better	well	ADJ
educatio-15	69	15	than	than	ADP
educatio-15	69	16	control	control	NOUN
educatio-15	69	17	(	(	PUNCT
educatio-15	69	18	19.73	19.73	NUM
educatio-15	69	19	)	)	PUNCT
educatio-15	69	20	also	also	ADV
educatio-15	69	21	a	a	DET
educatio-15	69	22	standard	standard	ADJ
educatio-15	69	23	deviation	deviation	NOUN
educatio-15	69	24	using	use	VERB
educatio-15	69	25	a	a	DET
educatio-15	69	26	class	class	NOUN
educatio-15	69	27	diagram	diagram	NOUN
educatio-15	69	28	vee	vee	PROPN
educatio-15	69	29	(	(	PUNCT
educatio-15	69	30	2,858	2,858	NUM
educatio-15	69	31	)	)	PUNCT
educatio-15	69	32	better	well	ADJ
educatio-15	69	33	than	than	ADP
educatio-15	69	34	control	control	NOUN
educatio-15	69	35	(	(	PUNCT
educatio-15	69	36	2,290	2,290	NUM
educatio-15	69	37	)	)	PUNCT
educatio-15	69	38	.	.	PUNCT
educatio-15	70	1	sig	sig	PROPN
educatio-15	70	2	.	.	PUNCT
educatio-15	70	3	column	column	PROPN
educatio-15	70	4	levene	levene	PROPN
educatio-15	70	5	's	's	PART
educatio-15	70	6	test	test	NOUN
educatio-15	70	7	was	be	AUX
educatio-15	70	8	0.206	0.206	NUM
educatio-15	70	9	then	then	ADV
educatio-15	70	10	the	the	DET
educatio-15	70	11	value	value	NOUN
educatio-15	70	12	sig	sig	NOUN
educatio-15	70	13	.	.	PUNCT
educatio-15	71	1	(	(	PUNCT
educatio-15	71	2	0.628	0.628	NUM
educatio-15	71	3	)	)	PUNCT
educatio-15	71	4	>	>	X
educatio-15	72	1	α	α	PROPN
educatio-15	72	2	(	(	PUNCT
educatio-15	72	3	0.05	0.05	NUM
educatio-15	72	4	)	)	PUNCT
educatio-15	72	5	,	,	PUNCT
educatio-15	72	6	then	then	ADV
educatio-15	72	7	ho	ho	PROPN
educatio-15	72	8	was	be	AUX
educatio-15	72	9	accepted	accept	VERB
educatio-15	72	10	.	.	PUNCT
educatio-15	73	1	thus	thus	ADV
educatio-15	73	2	,	,	PUNCT
educatio-15	73	3	both	both	DET
educatio-15	73	4	groups	group	NOUN
educatio-15	73	5	had	have	VERB
educatio-15	73	6	the	the	DET
educatio-15	73	7	same	same	ADJ
educatio-15	73	8	variance	variance	NOUN
educatio-15	73	9	(	(	PUNCT
educatio-15	73	10	homogeneous	homogeneous	ADJ
educatio-15	73	11	)	)	PUNCT
educatio-15	73	12	.	.	PUNCT
educatio-15	74	1	the	the	DET
educatio-15	74	2	t	t	PROPN
educatio-15	74	3	-	-	PUNCT
educatio-15	74	4	test	test	NOUN
educatio-15	74	5	was	be	AUX
educatio-15	74	6	used	use	VERB
educatio-15	74	7	for	for	ADP
educatio-15	74	8	both	both	DET
educatio-15	74	9	sets	set	NOUN
educatio-15	74	10	of	of	ADP
educatio-15	74	11	data	datum	NOUN
educatio-15	74	12	derived	derive	VERB
educatio-15	74	13	from	from	ADP
educatio-15	74	14	normally	normally	ADV
educatio-15	74	15	distributed	distribute	VERB
educatio-15	74	16	population	population	NOUN
educatio-15	74	17	,	,	PUNCT
educatio-15	74	18	as	as	ADV
educatio-15	74	19	well	well	ADV
educatio-15	74	20	as	as	ADP
educatio-15	74	21	two	two	NUM
educatio-15	74	22	sets	set	NOUN
educatio-15	74	23	of	of	ADP
educatio-15	74	24	data	datum	NOUN
educatio-15	74	25	had	have	VERB
educatio-15	74	26	the	the	DET
educatio-15	74	27	same	same	ADJ
educatio-15	74	28	variance	variance	NOUN
educatio-15	74	29	(	(	PUNCT
educatio-15	74	30	homogeneous	homogeneous	ADJ
educatio-15	74	31	)	)	PUNCT
educatio-15	74	32	so	so	SCONJ
educatio-15	74	33	that	that	SCONJ
educatio-15	74	34	parametric	parametric	ADJ
educatio-15	74	35	statistical	statistical	ADJ
educatio-15	74	36	test	test	NOUN
educatio-15	74	37	was	be	AUX
educatio-15	74	38	then	then	ADV
educatio-15	74	39	performed	perform	VERB
educatio-15	74	40	using	use	VERB
educatio-15	74	41	independent	independent	ADJ
educatio-15	74	42	t	t	PROPN
educatio-15	74	43	test	test	NOUN
educatio-15	74	44	.	.	PUNCT
educatio-15	75	1	by	by	ADP
educatio-15	75	2	using	use	VERB
educatio-15	75	3	the	the	DET
educatio-15	75	4	computer	computer	NOUN
educatio-15	75	5	program	program	NOUN
educatio-15	75	6	spss	spss	PROPN
educatio-15	75	7	,	,	PUNCT
educatio-15	75	8	data	datum	NOUN
educatio-15	75	9	output	output	NOUN
educatio-15	75	10	was	be	AUX
educatio-15	75	11	obtained	obtain	VERB
educatio-15	75	12	as	as	ADP
educatio-15	75	13	follows	follow	VERB
educatio-15	75	14	:	:	PUNCT
educatio-15	75	15	purwati	purwati	PROPN
educatio-15	75	16	kuswarini	kuswarini	PROPN
educatio-15	75	17	suprapto	suprapto	PROPN
educatio-15	75	18	&	&	CCONJ
educatio-15	75	19	lilis	lilis	PROPN
educatio-15	75	20	rahmawati	rahmawati	PROPN
educatio-15	75	21	the	the	DET
educatio-15	75	22	inf	inf	PROPN
educatio-15	75	23	luences	luence	NOUN
educatio-15	75	24	of	of	ADP
educatio-15	75	25	vee	vee	PROPN
educatio-15	75	26	diagram	diagram	PROPN
educatio-15	75	27	on	on	ADP
educatio-15	75	28	animal	animal	NOUN
educatio-15	75	29	ecology	ecology	NOUN
educatio-15	75	30	lab	lab	NOUN
educatio-15	75	31	to	to	ADP
educatio-15	75	32	learning	learn	VERB
educatio-15	75	33	outcomes	outcome	NOUN
educatio-15	75	34	and	and	CCONJ
educatio-15	75	35	logical	logical	ADJ
educatio-15	75	36	thinking	thinking	NOUN
educatio-15	75	37	volume	volume	NOUN
educatio-15	75	38	2	2	NUM
educatio-15	75	39	,	,	PUNCT
educatio-15	75	40	number	number	NOUN
educatio-15	75	41	2	2	NUM
educatio-15	75	42	,	,	PUNCT
educatio-15	75	43	november	november	PROPN
educatio-15	75	44	2017	2017	NUM
educatio-15	75	45	|	|	ADV
educatio-15	75	46	194	194	NUM
educatio-15	75	47	zzzzzz	zzzzzz	NOUN
educatio-15	75	48	therefore	therefore	ADV
educatio-15	75	49	,	,	PUNCT
educatio-15	75	50	these	these	DET
educatio-15	75	51	two	two	NUM
educatio-15	75	52	numbers	number	NOUN
educatio-15	75	53	sig	sig	NOUN
educatio-15	75	54	.	.	PUNCT
educatio-15	76	1	(	(	PUNCT
educatio-15	76	2	2	2	NUM
educatio-15	76	3	-	-	PUNCT
educatio-15	76	4	tailed	tail	VERB
educatio-15	76	5	)	)	PUNCT
educatio-15	76	6	is	be	AUX
educatio-15	76	7	below	below	ADP
educatio-15	76	8	0.05	0.05	NUM
educatio-15	76	9	(	(	PUNCT
educatio-15	76	10	0.002	0.002	NUM
educatio-15	76	11	and	and	CCONJ
educatio-15	76	12	0.001	0.001	NUM
educatio-15	76	13	)	)	PUNCT
educatio-15	76	14	,	,	PUNCT
educatio-15	76	15	then	then	ADV
educatio-15	76	16	ho	ho	PROPN
educatio-15	76	17	was	be	AUX
educatio-15	76	18	rejected	reject	VERB
educatio-15	76	19	.	.	PUNCT
educatio-15	77	1	this	this	PRON
educatio-15	77	2	means	mean	VERB
educatio-15	77	3	that	that	SCONJ
educatio-15	77	4	there	there	PRON
educatio-15	77	5	was	be	VERB
educatio-15	77	6	significant	significant	ADJ
educatio-15	77	7	cognitive	cognitive	ADJ
educatio-15	77	8	achievement	achievement	NOUN
educatio-15	77	9	of	of	ADP
educatio-15	77	10	students	student	NOUN
educatio-15	77	11	in	in	ADP
educatio-15	77	12	the	the	DET
educatio-15	77	13	implementation	implementation	NOUN
educatio-15	77	14	of	of	ADP
educatio-15	77	15	the	the	DET
educatio-15	77	16	vee	vee	PROPN
educatio-15	77	17	diagram	diagram	PROPN
educatio-15	77	18	on	on	ADP
educatio-15	77	19	animal	animal	NOUN
educatio-15	77	20	ecology	ecology	NOUN
educatio-15	77	21	courses	course	NOUN
educatio-15	77	22	.	.	PUNCT
educatio-15	78	1	making	make	VERB
educatio-15	78	2	skills	skill	NOUN
educatio-15	78	3	vee	vee	PROPN
educatio-15	78	4	diagram	diagram	PROPN
educatio-15	78	5	skills	skill	NOUN
educatio-15	78	6	to	to	ADP
educatio-15	78	7	diagram	diagram	NOUN
educatio-15	78	8	vee	vee	PROPN
educatio-15	78	9	judged	judge	VERB
educatio-15	78	10	by	by	ADP
educatio-15	78	11	the	the	DET
educatio-15	78	12	work	work	NOUN
educatio-15	78	13	of	of	ADP
educatio-15	78	14	making	make	VERB
educatio-15	78	15	diagrams	diagram	NOUN
educatio-15	78	16	vee	vee	PROPN
educatio-15	78	17	.	.	PUNCT
educatio-15	79	1	students	student	NOUN
educatio-15	79	2	create	create	VERB
educatio-15	79	3	charts	chart	NOUN
educatio-15	79	4	learning	learn	VERB
educatio-15	79	5	vee	vee	PROPN
educatio-15	79	6	during	during	ADP
educatio-15	79	7	the	the	DET
educatio-15	79	8	process	process	NOUN
educatio-15	79	9	and	and	CCONJ
educatio-15	79	10	the	the	DET
educatio-15	79	11	results	result	NOUN
educatio-15	79	12	are	be	AUX
educatio-15	79	13	collected	collect	VERB
educatio-15	79	14	.	.	PUNCT
educatio-15	80	1	task	task	PROPN
educatio-15	80	2	vee	vee	PROPN
educatio-15	80	3	diagrams	diagram	NOUN
educatio-15	80	4	created	create	VERB
educatio-15	80	5	per	per	ADP
educatio-15	80	6	student	student	NOUN
educatio-15	80	7	.	.	PUNCT
educatio-15	81	1	indicator	indicator	NOUN
educatio-15	81	2	assessment	assessment	NOUN
educatio-15	81	3	is	be	AUX
educatio-15	81	4	a	a	DET
educatio-15	81	5	question	question	NOUN
educatio-15	81	6	of	of	ADP
educatio-15	81	7	focus	focus	NOUN
educatio-15	81	8	,	,	PUNCT
educatio-15	81	9	principles	principle	NOUN
educatio-15	81	10	and	and	CCONJ
educatio-15	81	11	concepts	concept	NOUN
educatio-15	81	12	,	,	PUNCT
educatio-15	81	13	objects	object	NOUN
educatio-15	81	14	or	or	CCONJ
educatio-15	81	15	events	event	NOUN
educatio-15	81	16	,	,	PUNCT
educatio-15	81	17	notes	note	NOUN
educatio-15	81	18	or	or	CCONJ
educatio-15	81	19	transformation	transformation	NOUN
educatio-15	81	20	,	,	PUNCT
educatio-15	81	21	knowledge	knowledge	NOUN
educatio-15	81	22	claims	claim	NOUN
educatio-15	81	23	and	and	CCONJ
educatio-15	81	24	claim	claim	NOUN
educatio-15	81	25	value	value	NOUN
educatio-15	81	26	.	.	PUNCT
educatio-15	82	1	fig	fig	NOUN
educatio-15	82	2	.	.	PUNCT
educatio-15	83	1	2	2	X
educatio-15	83	2	.	.	X
educatio-15	83	3	student‘s	student‘s	VERB
educatio-15	83	4	vee	vee	PROPN
educatio-15	83	5	diagram	diagram	PROPN
educatio-15	83	6	students	student	NOUN
educatio-15	83	7	created	create	VERB
educatio-15	83	8	diagrams	diagram	NOUN
educatio-15	83	9	vee	vee	PROPN
educatio-15	83	10	with	with	ADP
educatio-15	83	11	11	11	NUM
educatio-15	83	12	epistemological	epistemological	ADJ
educatio-15	83	13	elements	element	NOUN
educatio-15	83	14	for	for	ADP
educatio-15	83	15	constructing	construct	VERB
educatio-15	83	16	knowledge	knowledge	NOUN
educatio-15	83	17	.	.	PUNCT
educatio-15	84	1	table	table	NOUN
educatio-15	84	2	2	2	NUM
educatio-15	84	3	.	.	PUNCT
educatio-15	85	1	the	the	DET
educatio-15	85	2	average	average	ADJ
educatio-15	85	3	yield	yield	NOUN
educatio-15	85	4	assessment	assessment	NOUN
educatio-15	85	5	vee	vee	PROPN
educatio-15	85	6	diagram	diagram	PROPN
educatio-15	85	7	sheet	sheet	NOUN
educatio-15	85	8	student	student	NOUN
educatio-15	85	9	average	average	ADJ
educatio-15	85	10	score	score	NOUN
educatio-15	85	11	ideal	ideal	ADJ
educatio-15	85	12	focus	focus	NOUN
educatio-15	85	13	question	question	NOUN
educatio-15	85	14	2.4	2.4	NUM
educatio-15	85	15	3	3	NUM
educatio-15	85	16	objects/	objects/	NUM
educatio-15	85	17	events	event	NOUN
educatio-15	85	18	2.4	2.4	NUM
educatio-15	85	19	3	3	NUM
educatio-15	85	20	principles	principle	NOUN
educatio-15	85	21	and	and	CCONJ
educatio-15	85	22	concept	concept	VERB
educatio-15	85	23	2.7	2.7	NUM
educatio-15	85	24	4	4	NUM
educatio-15	85	25	notes	note	NOUN
educatio-15	85	26	/	/	SYM
educatio-15	85	27	transformatio	transformatio	NOUN
educatio-15	85	28	n	n	CCONJ
educatio-15	85	29	2.3	2.3	NUM
educatio-15	85	30	3	3	NUM
educatio-15	85	31	average	average	NOUN
educatio-15	85	32	2.2	2.2	NUM
educatio-15	85	33	4	4	NUM
educatio-15	85	34	value	value	NOUN
educatio-15	85	35	claims	claim	NOUN
educatio-15	85	36	0.8	0.8	NUM
educatio-15	85	37	1	1	NUM
educatio-15	85	38	(	(	PUNCT
educatio-15	85	39	novak	novak	PROPN
educatio-15	85	40	&	&	CCONJ
educatio-15	85	41	gowin	gowin	PROPN
educatio-15	85	42	,	,	PUNCT
educatio-15	85	43	1985)7	1985)7	NUM
educatio-15	85	44	the	the	DET
educatio-15	85	45	results	result	NOUN
educatio-15	85	46	of	of	ADP
educatio-15	85	47	the	the	DET
educatio-15	85	48	above	above	ADJ
educatio-15	85	49	assessment	assessment	NOUN
educatio-15	85	50	(	(	PUNCT
educatio-15	85	51	tab.2	tab.2	PROPN
educatio-15	85	52	)	)	PUNCT
educatio-15	85	53	can	can	AUX
educatio-15	85	54	be	be	AUX
educatio-15	85	55	explained	explain	VERB
educatio-15	85	56	as	as	SCONJ
educatio-15	85	57	follows	follow	VERB
educatio-15	85	58	:	:	PUNCT
educatio-15	86	1	1	1	X
educatio-15	86	2	.	.	PUNCT
educatio-15	86	3	the	the	DET
educatio-15	86	4	first	first	ADJ
educatio-15	86	5	assessment	assessment	NOUN
educatio-15	86	6	,	,	PUNCT
educatio-15	86	7	the	the	DET
educatio-15	86	8	average	average	ADJ
educatio-15	86	9	value	value	NOUN
educatio-15	86	10	of	of	ADP
educatio-15	86	11	the	the	DET
educatio-15	86	12	student	student	NOUN
educatio-15	86	13	making	make	VERB
educatio-15	86	14	the	the	DET
educatio-15	86	15	focus	focus	NOUN
educatio-15	86	16	question	question	NOUN
educatio-15	86	17	was	be	AUX
educatio-15	86	18	2.4	2.4	NUM
educatio-15	86	19	,	,	PUNCT
educatio-15	86	20	while	while	SCONJ
educatio-15	86	21	scores	score	NOUN
educatio-15	86	22	ideal	ideal	NOUN
educatio-15	86	23	was	be	AUX
educatio-15	86	24	3	3	NUM
educatio-15	86	25	,	,	PUNCT
educatio-15	86	26	so	so	SCONJ
educatio-15	86	27	that	that	SCONJ
educatio-15	86	28	it	it	PRON
educatio-15	86	29	could	could	AUX
educatio-15	86	30	be	be	AUX
educatio-15	86	31	stated	state	VERB
educatio-15	86	32	that	that	SCONJ
educatio-15	86	33	the	the	DET
educatio-15	86	34	students	student	NOUN
educatio-15	86	35	were	be	AUX
educatio-15	86	36	able	able	ADJ
educatio-15	86	37	to	to	PART
educatio-15	86	38	make	make	VERB
educatio-15	86	39	7	7	NUM
educatio-15	86	40	novak	novak	ADJ
educatio-15	86	41	and	and	CCONJ
educatio-15	86	42	gowin	gowin	NOUN
educatio-15	86	43	,	,	PUNCT
educatio-15	86	44	learning	learn	VERB
educatio-15	86	45	how	how	SCONJ
educatio-15	86	46	to	to	PART
educatio-15	86	47	learn	learn	VERB
educatio-15	86	48	.	.	PUNCT
educatio-15	87	1	purwati	purwati	PROPN
educatio-15	87	2	kuswarini	kuswarini	PROPN
educatio-15	87	3	suprapto	suprapto	PROPN
educatio-15	87	4	&	&	CCONJ
educatio-15	87	5	lilis	lilis	PROPN
educatio-15	87	6	rahmawati	rahmawati	PROPN
educatio-15	87	7	the	the	DET
educatio-15	87	8	inf	inf	PROPN
educatio-15	87	9	luences	luence	NOUN
educatio-15	87	10	of	of	ADP
educatio-15	87	11	vee	vee	PROPN
educatio-15	87	12	diagram	diagram	PROPN
educatio-15	87	13	on	on	ADP
educatio-15	87	14	animal	animal	NOUN
educatio-15	87	15	ecology	ecology	NOUN
educatio-15	87	16	lab	lab	NOUN
educatio-15	87	17	to	to	ADP
educatio-15	87	18	learning	learn	VERB
educatio-15	87	19	outcomes	outcome	NOUN
educatio-15	87	20	and	and	CCONJ
educatio-15	87	21	logical	logical	ADJ
educatio-15	87	22	thinking	thinking	NOUN
educatio-15	87	23	volume	volume	NOUN
educatio-15	87	24	2	2	NUM
educatio-15	87	25	,	,	PUNCT
educatio-15	87	26	number	number	NOUN
educatio-15	87	27	2	2	NUM
educatio-15	87	28	,	,	PUNCT
educatio-15	87	29	november	november	PROPN
educatio-15	87	30	2017	2017	NUM
educatio-15	87	31	|	|	ADV
educatio-15	87	32	195	195	NUM
educatio-15	87	33	zzzzzz	zzzzzz	NOUN
educatio-15	87	34	inquiries	inquiry	NOUN
educatio-15	87	35	focus	focus	VERB
educatio-15	87	36	.	.	PUNCT
educatio-15	88	1	students	student	NOUN
educatio-15	88	2	were	be	AUX
educatio-15	88	3	able	able	ADJ
educatio-15	88	4	to	to	PART
educatio-15	88	5	make	make	VERB
educatio-15	88	6	inquiries	inquiry	NOUN
educatio-15	88	7	identified	identify	VERB
educatio-15	88	8	,	,	PUNCT
educatio-15	88	9	including	include	VERB
educatio-15	88	10	the	the	DET
educatio-15	88	11	concept	concept	NOUN
educatio-15	88	12	,	,	PUNCT
educatio-15	88	13	showing	show	VERB
educatio-15	88	14	large	large	ADJ
educatio-15	88	15	objects	object	NOUN
educatio-15	88	16	or	or	CCONJ
educatio-15	88	17	events	event	NOUN
educatio-15	88	18	,	,	PUNCT
educatio-15	88	19	or	or	CCONJ
educatio-15	88	20	objects	object	NOUN
educatio-15	88	21	that	that	PRON
educatio-15	88	22	were	be	AUX
educatio-15	88	23	wrong	wrong	ADJ
educatio-15	88	24	and	and	CCONJ
educatio-15	88	25	activities	activity	NOUN
educatio-15	88	26	identified	identify	VERB
educatio-15	88	27	in	in	ADP
educatio-15	88	28	relation	relation	NOUN
educatio-15	88	29	to	to	ADP
educatio-15	88	30	the	the	DET
educatio-15	88	31	laboratory	laboratory	NOUN
educatio-15	88	32	.	.	PUNCT
educatio-15	89	1	2	2	X
educatio-15	89	2	.	.	X
educatio-15	89	3	the	the	DET
educatio-15	89	4	second	second	ADJ
educatio-15	89	5	assessment	assessment	NOUN
educatio-15	89	6	of	of	ADP
educatio-15	89	7	sports	sport	NOUN
educatio-15	89	8	and	and	CCONJ
educatio-15	89	9	events	event	NOUN
educatio-15	89	10	,	,	PUNCT
educatio-15	89	11	the	the	DET
educatio-15	89	12	average	average	ADJ
educatio-15	89	13	student	student	NOUN
educatio-15	89	14	create	create	VERB
educatio-15	89	15	objects	object	NOUN
educatio-15	89	16	and	and	CCONJ
educatio-15	89	17	concepts	concept	NOUN
educatio-15	89	18	was	be	AUX
educatio-15	89	19	2.4	2.4	NUM
educatio-15	89	20	,	,	PUNCT
educatio-15	89	21	while	while	SCONJ
educatio-15	89	22	scores	score	NOUN
educatio-15	89	23	ideal	ideal	NOUN
educatio-15	89	24	was	be	AUX
educatio-15	89	25	3	3	NUM
educatio-15	89	26	.	.	PUNCT
educatio-15	90	1	this	this	PRON
educatio-15	90	2	showed	show	VERB
educatio-15	90	3	that	that	SCONJ
educatio-15	90	4	the	the	DET
educatio-15	90	5	students	student	NOUN
educatio-15	90	6	were	be	AUX
educatio-15	90	7	able	able	ADJ
educatio-15	90	8	to	to	PART
educatio-15	90	9	enter	enter	VERB
educatio-15	90	10	the	the	DET
educatio-15	90	11	great	great	ADJ
educatio-15	90	12	events	event	NOUN
educatio-15	90	13	and	and	CCONJ
educatio-15	90	14	the	the	DET
educatio-15	90	15	accompanying	accompanying	ADJ
educatio-15	90	16	objects	object	NOUN
educatio-15	90	17	identified	identify	VERB
educatio-15	90	18	,	,	PUNCT
educatio-15	90	19	and	and	CCONJ
educatio-15	90	20	was	be	AUX
educatio-15	90	21	consistent	consistent	ADJ
educatio-15	90	22	with	with	ADP
educatio-15	90	23	the	the	DET
educatio-15	90	24	focus	focus	NOUN
educatio-15	90	25	of	of	ADP
educatio-15	90	26	the	the	DET
educatio-15	90	27	question	question	NOUN
educatio-15	90	28	,	,	PUNCT
educatio-15	90	29	some	some	PRON
educatio-15	90	30	suggest	suggest	VERB
educatio-15	90	31	what	what	PRON
educatio-15	90	32	vee	vee	PROPN
educatio-15	90	33	would	would	AUX
educatio-15	90	34	be	be	AUX
educatio-15	90	35	noted	note	VERB
educatio-15	90	36	in	in	ADP
educatio-15	90	37	the	the	DET
educatio-15	90	38	diagram	diagram	NOUN
educatio-15	90	39	.	.	PUNCT
educatio-15	91	1	3	3	X
educatio-15	91	2	.	.	X
educatio-15	91	3	the	the	DET
educatio-15	91	4	third	third	ADJ
educatio-15	91	5	vote	vote	NOUN
educatio-15	91	6	on	on	ADP
educatio-15	91	7	principles	principle	NOUN
educatio-15	91	8	and	and	CCONJ
educatio-15	91	9	concepts	concept	NOUN
educatio-15	91	10	.	.	PUNCT
educatio-15	92	1	the	the	DET
educatio-15	92	2	results	result	NOUN
educatio-15	92	3	of	of	ADP
educatio-15	92	4	student	student	NOUN
educatio-15	92	5	assessment	assessment	NOUN
educatio-15	92	6	in	in	ADP
educatio-15	92	7	this	this	DET
educatio-15	92	8	statement	statement	NOUN
educatio-15	92	9	got	get	VERB
educatio-15	92	10	the	the	DET
educatio-15	92	11	value	value	NOUN
educatio-15	92	12	of	of	ADP
educatio-15	92	13	2.7	2.7	NUM
educatio-15	92	14	,	,	PUNCT
educatio-15	92	15	while	while	SCONJ
educatio-15	92	16	the	the	DET
educatio-15	92	17	ideal	ideal	ADJ
educatio-15	92	18	score	score	NOUN
educatio-15	92	19	was	be	AUX
educatio-15	92	20	4	4	NUM
educatio-15	92	21	.	.	PUNCT
educatio-15	93	1	it	it	PRON
educatio-15	93	2	was	be	AUX
educatio-15	93	3	clear	clear	ADJ
educatio-15	93	4	at	at	ADP
educatio-15	93	5	this	this	DET
educatio-15	93	6	stage	stage	NOUN
educatio-15	93	7	most	most	ADJ
educatio-15	93	8	students	student	NOUN
educatio-15	93	9	could	could	AUX
educatio-15	93	10	only	only	ADV
educatio-15	93	11	afford	afford	VERB
educatio-15	93	12	one	one	NUM
educatio-15	93	13	of	of	ADP
educatio-15	93	14	all	all	DET
educatio-15	93	15	the	the	DET
educatio-15	93	16	relevant	relevant	ADJ
educatio-15	93	17	concepts	concept	NOUN
educatio-15	93	18	and	and	CCONJ
educatio-15	93	19	principles	principle	NOUN
educatio-15	93	20	and	and	CCONJ
educatio-15	93	21	identified	identify	VERB
educatio-15	93	22	,	,	PUNCT
educatio-15	93	23	only	only	ADV
educatio-15	93	24	a	a	DET
educatio-15	93	25	few	few	ADJ
educatio-15	93	26	were	be	AUX
educatio-15	93	27	able	able	ADJ
educatio-15	93	28	to	to	PART
educatio-15	93	29	make	make	VERB
educatio-15	93	30	two	two	NUM
educatio-15	93	31	types	type	NOUN
educatio-15	93	32	of	of	ADP
educatio-15	93	33	relevant	relevant	ADJ
educatio-15	93	34	principles	principle	NOUN
educatio-15	93	35	or	or	CCONJ
educatio-15	93	36	concepts	concept	NOUN
educatio-15	93	37	identified	identify	VERB
educatio-15	93	38	.	.	PUNCT
educatio-15	94	1	4	4	X
educatio-15	94	2	.	.	X
educatio-15	94	3	the	the	DET
educatio-15	94	4	fourth	fourth	ADJ
educatio-15	94	5	assessment	assessment	NOUN
educatio-15	94	6	records	record	NOUN
educatio-15	94	7	or	or	CCONJ
educatio-15	94	8	data	datum	NOUN
educatio-15	94	9	transformation	transformation	NOUN
educatio-15	94	10	got	get	VERB
educatio-15	94	11	an	an	DET
educatio-15	94	12	ideal	ideal	ADJ
educatio-15	94	13	score	score	NOUN
educatio-15	94	14	of	of	ADP
educatio-15	94	15	2.3	2.3	NUM
educatio-15	94	16	and	and	CCONJ
educatio-15	94	17	3	3	NUM
educatio-15	94	18	,	,	PUNCT
educatio-15	94	19	meaning	mean	VERB
educatio-15	94	20	that	that	SCONJ
educatio-15	94	21	the	the	DET
educatio-15	94	22	record	record	NOUN
educatio-15	94	23	or	or	CCONJ
educatio-15	94	24	transformation	transformation	NOUN
educatio-15	94	25	identified	identify	VERB
educatio-15	94	26	,	,	PUNCT
educatio-15	94	27	but	but	CCONJ
educatio-15	94	28	the	the	DET
educatio-15	94	29	transformation	transformation	NOUN
educatio-15	94	30	was	be	AUX
educatio-15	94	31	not	not	PART
educatio-15	94	32	consistent	consistent	ADJ
educatio-15	94	33	with	with	ADP
educatio-15	94	34	the	the	DET
educatio-15	94	35	intent	intent	NOUN
educatio-15	94	36	of	of	ADP
educatio-15	94	37	focusing	focus	VERB
educatio-15	94	38	questions	question	NOUN
educatio-15	94	39	.	.	PUNCT
educatio-15	95	1	5	5	X
educatio-15	95	2	.	.	X
educatio-15	95	3	the	the	DET
educatio-15	95	4	fifth	fifth	ADJ
educatio-15	95	5	assessment	assessment	NOUN
educatio-15	95	6	was	be	AUX
educatio-15	95	7	the	the	DET
educatio-15	95	8	claim	claim	NOUN
educatio-15	95	9	of	of	ADP
educatio-15	95	10	knowledge	knowledge	NOUN
educatio-15	95	11	,	,	PUNCT
educatio-15	95	12	students	student	NOUN
educatio-15	95	13	gained	gain	VERB
educatio-15	95	14	an	an	DET
educatio-15	95	15	average	average	NOUN
educatio-15	95	16	of	of	ADP
educatio-15	95	17	2.2	2.2	NUM
educatio-15	95	18	,	,	PUNCT
educatio-15	95	19	while	while	SCONJ
educatio-15	95	20	the	the	DET
educatio-15	95	21	ideal	ideal	ADJ
educatio-15	95	22	score	score	NOUN
educatio-15	95	23	was	be	AUX
educatio-15	95	24	4	4	NUM
educatio-15	95	25	,	,	PUNCT
educatio-15	95	26	indicating	indicate	VERB
educatio-15	95	27	that	that	SCONJ
educatio-15	95	28	knowledge	knowledge	NOUN
educatio-15	95	29	claims	claim	NOUN
educatio-15	95	30	made	make	VERB
educatio-15	95	31	included	include	VERB
educatio-15	95	32	the	the	DET
educatio-15	95	33	concepts	concept	NOUN
educatio-15	95	34	used	use	VERB
educatio-15	95	35	in	in	ADP
educatio-15	95	36	the	the	DET
educatio-15	95	37	context	context	NOUN
educatio-15	95	38	improver	improver	NOUN
educatio-15	95	39	or	or	CCONJ
educatio-15	95	40	generalizations	generalization	NOUN
educatio-15	95	41	were	be	AUX
educatio-15	95	42	still	still	ADV
educatio-15	95	43	largely	largely	ADV
educatio-15	95	44	in	in	ADP
educatio-15	95	45	accordance	accordance	NOUN
educatio-15	95	46	with	with	ADP
educatio-15	95	47	the	the	DET
educatio-15	95	48	notes	note	NOUN
educatio-15	95	49	and	and	CCONJ
educatio-15	95	50	transformation	transformation	NOUN
educatio-15	95	51	.	.	PUNCT
educatio-15	96	1	6	6	X
educatio-15	96	2	.	.	PUNCT
educatio-15	97	1	the	the	DET
educatio-15	97	2	sixth	sixth	ADJ
educatio-15	97	3	was	be	AUX
educatio-15	97	4	the	the	DET
educatio-15	97	5	claim	claim	NOUN
educatio-15	97	6	value	value	NOUN
educatio-15	97	7	assessment	assessment	NOUN
educatio-15	97	8	,	,	PUNCT
educatio-15	97	9	the	the	DET
educatio-15	97	10	student	student	NOUN
educatio-15	97	11	gets	get	VERB
educatio-15	97	12	a	a	DET
educatio-15	97	13	score	score	NOUN
educatio-15	97	14	of	of	ADP
educatio-15	97	15	0.8	0.8	NUM
educatio-15	97	16	,	,	PUNCT
educatio-15	97	17	while	while	SCONJ
educatio-15	97	18	the	the	DET
educatio-15	97	19	ideal	ideal	ADJ
educatio-15	97	20	score	score	NOUN
educatio-15	97	21	was	be	AUX
educatio-15	97	22	1	1	NUM
educatio-15	97	23	,	,	PUNCT
educatio-15	97	24	meaning	mean	VERB
educatio-15	97	25	that	that	SCONJ
educatio-15	97	26	most	most	ADJ
educatio-15	97	27	students	student	NOUN
educatio-15	97	28	were	be	AUX
educatio-15	97	29	able	able	ADJ
educatio-15	97	30	to	to	PART
educatio-15	97	31	make	make	VERB
educatio-15	97	32	a	a	DET
educatio-15	97	33	claim	claim	NOUN
educatio-15	97	34	that	that	PRON
educatio-15	97	35	was	be	AUX
educatio-15	97	36	consistent	consistent	ADJ
educatio-15	97	37	about	about	ADP
educatio-15	97	38	the	the	DET
educatio-15	97	39	importance	importance	NOUN
educatio-15	97	40	of	of	ADP
educatio-15	97	41	the	the	DET
educatio-15	97	42	investigation	investigation	NOUN
educatio-15	97	43	,	,	PUNCT
educatio-15	97	44	described	describe	VERB
educatio-15	97	45	the	the	DET
educatio-15	97	46	used	use	VERB
educatio-15	97	47	of	of	ADP
educatio-15	97	48	scientific	scientific	ADJ
educatio-15	97	49	knowledge	knowledge	NOUN
educatio-15	97	50	claims	claim	NOUN
educatio-15	97	51	for	for	ADP
educatio-15	97	52	pure	pure	ADJ
educatio-15	97	53	or	or	CCONJ
educatio-15	97	54	implementation	implementation	NOUN
educatio-15	97	55	effort	effort	NOUN
educatio-15	97	56	.	.	PUNCT
educatio-15	98	1	logical	logical	ADJ
educatio-15	98	2	reasoning	reasoning	NOUN
educatio-15	98	3	reasoning	reason	VERB
educatio-15	98	4	students	student	NOUN
educatio-15	98	5	measured	measure	VERB
educatio-15	98	6	through	through	ADP
educatio-15	98	7	tolt	tolt	NOUN
educatio-15	98	8	(	(	PUNCT
educatio-15	98	9	test	test	NOUN
educatio-15	98	10	of	of	ADP
educatio-15	98	11	logical	logical	ADJ
educatio-15	98	12	thinking	thinking	NOUN
educatio-15	98	13	)	)	PUNCT
educatio-15	98	14	(	(	PUNCT
educatio-15	98	15	tobin	tobin	NOUN
educatio-15	98	16	and	and	CCONJ
educatio-15	98	17	capie	capie	NOUN
educatio-15	98	18	,	,	PUNCT
educatio-15	98	19	1981	1981	NUM
educatio-15	98	20	)	)	PUNCT
educatio-15	98	21	,	,	PUNCT
educatio-15	98	22	a	a	DET
educatio-15	98	23	written	write	VERB
educatio-15	98	24	test	test	NOUN
educatio-15	98	25	consisting	consist	VERB
educatio-15	98	26	of	of	ADP
educatio-15	98	27	10	10	NUM
educatio-15	98	28	questions	question	NOUN
educatio-15	98	29	and	and	CCONJ
educatio-15	98	30	consisted	consist	VERB
educatio-15	98	31	of	of	ADP
educatio-15	98	32	5	5	NUM
educatio-15	98	33	variables	variable	NOUN
educatio-15	98	34	component	component	NOUN
educatio-15	98	35	of	of	ADP
educatio-15	98	36	reasoning	reasoning	NOUN
educatio-15	98	37	,	,	PUNCT
educatio-15	98	38	namely	namely	ADV
educatio-15	98	39	the	the	DET
educatio-15	98	40	control	control	NOUN
educatio-15	98	41	variable	variable	NOUN
educatio-15	98	42	,	,	PUNCT
educatio-15	98	43	proportion	proportion	NOUN
educatio-15	98	44	,	,	PUNCT
educatio-15	98	45	correlation	correlation	NOUN
educatio-15	98	46	,	,	PUNCT
educatio-15	98	47	probability	probability	NOUN
educatio-15	98	48	and	and	CCONJ
educatio-15	98	49	combinatorial	combinatorial	ADJ
educatio-15	98	50	reasoning	reasoning	NOUN
educatio-15	98	51	.	.	PUNCT
educatio-15	99	1	the	the	DET
educatio-15	99	2	results	result	NOUN
educatio-15	99	3	indicated	indicate	VERB
educatio-15	99	4	that	that	SCONJ
educatio-15	99	5	the	the	DET
educatio-15	99	6	logical	logical	ADJ
educatio-15	99	7	thinking	thinking	NOUN
educatio-15	99	8	practicum	practicum	NOUN
educatio-15	99	9	using	use	VERB
educatio-15	99	10	vee	vee	PROPN
educatio-15	99	11	diagrams	diagram	NOUN
educatio-15	99	12	could	could	AUX
educatio-15	99	13	improve	improve	VERB
educatio-15	99	14	logical	logical	ADJ
educatio-15	99	15	thinking	thinking	NOUN
educatio-15	99	16	better	well	ADV
educatio-15	99	17	.	.	PUNCT
educatio-15	100	1	if	if	SCONJ
educatio-15	100	2	we	we	PRON
educatio-15	100	3	look	look	VERB
educatio-15	100	4	at	at	ADP
educatio-15	100	5	each	each	DET
educatio-15	100	6	variable	variable	ADJ
educatio-15	100	7	reasoning	reasoning	NOUN
educatio-15	100	8	,	,	PUNCT
educatio-15	100	9	then	then	ADV
educatio-15	100	10	the	the	DET
educatio-15	100	11	lab	lab	NOUN
educatio-15	100	12	using	use	VERB
educatio-15	100	13	vee	vee	PROPN
educatio-15	100	14	diagrams	diagram	NOUN
educatio-15	100	15	could	could	AUX
educatio-15	100	16	increase	increase	VERB
educatio-15	100	17	the	the	DET
educatio-15	100	18	proportional	proportional	ADJ
educatio-15	100	19	variables	variable	NOUN
educatio-15	100	20	,	,	PUNCT
educatio-15	100	21	correlational	correlational	ADJ
educatio-15	100	22	,	,	PUNCT
educatio-15	100	23	and	and	CCONJ
educatio-15	100	24	combinatorial	combinatorial	ADJ
educatio-15	100	25	better	well	ADJ
educatio-15	100	26	(	(	PUNCT
educatio-15	100	27	tab	tab	NOUN
educatio-15	100	28	.	.	NOUN
educatio-15	100	29	3	3	NUM
educatio-15	100	30	)	)	PUNCT
educatio-15	100	31	table	table	NOUN
educatio-15	100	32	3	3	NUM
educatio-15	100	33	.	.	PUNCT
educatio-15	100	34	tolt	tolt	PROPN
educatio-15	100	35	post	post	PROPN
educatio-15	100	36	test	test	NOUN
educatio-15	100	37	results	result	NOUN
educatio-15	100	38	of	of	ADP
educatio-15	100	39	students	student	NOUN
educatio-15	100	40	reasoning	reason	VERB
educatio-15	100	41	variable	variable	ADJ
educatio-15	100	42	item	item	NOUN
educatio-15	100	43	no	no	PROPN
educatio-15	100	44	.	.	PROPN
educatio-15	100	45	diagram	diagram	PROPN
educatio-15	100	46	vee	vee	PROPN
educatio-15	100	47	(	(	PUNCT
educatio-15	100	48	%	%	INTJ
educatio-15	100	49	)	)	PUNCT
educatio-15	100	50	control	control	NOUN
educatio-15	100	51	(	(	PUNCT
educatio-15	100	52	%	%	INTJ
educatio-15	100	53	)	)	PUNCT
educatio-15	100	54	proportional	proportional	ADJ
educatio-15	100	55	1	1	NUM
educatio-15	100	56	80,6	80,6	NUM
educatio-15	100	57	61,5	61,5	PROPN
educatio-15	100	58	proportional	proportional	ADJ
educatio-15	100	59	2	2	NUM
educatio-15	100	60	75	75	NUM
educatio-15	100	61	53,8	53,8	NUM
educatio-15	100	62	control	control	NOUN
educatio-15	100	63	variable	variable	ADJ
educatio-15	100	64	3	3	NUM
educatio-15	100	65	2,7	2,7	NUM
educatio-15	100	66	3.8	3.8	NUM
educatio-15	100	67	control	control	NOUN
educatio-15	100	68	variable	variable	NOUN
educatio-15	100	69	4	4	NUM
educatio-15	100	70	0	0	NUM
educatio-15	100	71	0	0	NUM
educatio-15	100	72	probability	probability	NOUN
educatio-15	100	73	5	5	NUM
educatio-15	100	74	0	0	NUM
educatio-15	100	75	3.8	3.8	NUM
educatio-15	100	76	probability	probability	NOUN
educatio-15	100	77	6	6	NUM
educatio-15	100	78	0	0	NUM
educatio-15	100	79	7,7	7,7	NUM
educatio-15	100	80	correlational	correlational	ADJ
educatio-15	100	81	7	7	NUM
educatio-15	100	82	0	0	NUM
educatio-15	100	83	0	0	NUM
educatio-15	100	84	correlational	correlational	ADJ
educatio-15	100	85	8	8	NUM
educatio-15	100	86	33,3	33,3	NUM
educatio-15	100	87	22,2	22,2	PROPN
educatio-15	100	88	combinatorial	combinatorial	NOUN
educatio-15	100	89	9	9	NUM
educatio-15	100	90	72,2	72,2	NUM
educatio-15	100	91	57.6	57.6	NUM
educatio-15	100	92	combinatorial	combinatorial	NOUN
educatio-15	100	93	10	10	NUM
educatio-15	100	94	44.4	44.4	NUM
educatio-15	100	95	15.4	15.4	NUM
educatio-15	100	96	purwati	purwati	NOUN
educatio-15	100	97	kuswarini	kuswarini	PROPN
educatio-15	100	98	suprapto	suprapto	PROPN
educatio-15	100	99	&	&	CCONJ
educatio-15	100	100	lilis	lilis	PROPN
educatio-15	100	101	rahmawati	rahmawati	PROPN
educatio-15	100	102	the	the	DET
educatio-15	100	103	inf	inf	PROPN
educatio-15	100	104	luences	luence	NOUN
educatio-15	100	105	of	of	ADP
educatio-15	100	106	vee	vee	PROPN
educatio-15	100	107	diagram	diagram	PROPN
educatio-15	100	108	on	on	ADP
educatio-15	100	109	animal	animal	NOUN
educatio-15	100	110	ecology	ecology	NOUN
educatio-15	100	111	lab	lab	NOUN
educatio-15	100	112	to	to	ADP
educatio-15	100	113	learning	learn	VERB
educatio-15	100	114	outcomes	outcome	NOUN
educatio-15	100	115	and	and	CCONJ
educatio-15	100	116	logical	logical	ADJ
educatio-15	100	117	thinking	thinking	NOUN
educatio-15	100	118	volume	volume	NOUN
educatio-15	100	119	2	2	NUM
educatio-15	100	120	,	,	PUNCT
educatio-15	100	121	number	number	NOUN
educatio-15	100	122	2	2	NUM
educatio-15	100	123	,	,	PUNCT
educatio-15	100	124	november	november	PROPN
educatio-15	100	125	2017	2017	NUM
educatio-15	100	126	|	|	ADV
educatio-15	100	127	196	196	NUM
educatio-15	100	128	zzzzzz	zzzzzz	NOUN
educatio-15	100	129	the	the	DET
educatio-15	100	130	level	level	NOUN
educatio-15	100	131	of	of	ADP
educatio-15	100	132	intellectual	intellectual	ADJ
educatio-15	100	133	development	development	NOUN
educatio-15	100	134	results	result	NOUN
educatio-15	100	135	tolt	tolt	NOUN
educatio-15	100	136	(	(	PUNCT
educatio-15	100	137	test	test	NOUN
educatio-15	100	138	of	of	ADP
educatio-15	100	139	logical	logical	ADJ
educatio-15	100	140	thinking	thinking	NOUN
educatio-15	100	141	)	)	PUNCT
educatio-15	100	142	students	student	NOUN
educatio-15	100	143	were	be	AUX
educatio-15	100	144	divided	divide	VERB
educatio-15	100	145	into	into	ADP
educatio-15	100	146	three	three	NUM
educatio-15	100	147	categories	category	NOUN
educatio-15	100	148	based	base	VERB
educatio-15	100	149	on	on	ADP
educatio-15	100	150	the	the	DET
educatio-15	100	151	stages	stage	NOUN
educatio-15	100	152	of	of	ADP
educatio-15	100	153	intellectual	intellectual	ADJ
educatio-15	100	154	development	development	PROPN
educatio-15	100	155	tolt	tolt	PROPN
educatio-15	100	156	score	score	NOUN
educatio-15	100	157	obtained	obtain	VERB
educatio-15	100	158	by	by	ADP
educatio-15	100	159	the	the	DET
educatio-15	100	160	students	student	NOUN
educatio-15	100	161	,	,	PUNCT
educatio-15	100	162	which	which	PRON
educatio-15	100	163	were	be	AUX
educatio-15	100	164	the	the	DET
educatio-15	100	165	concrete	concrete	ADJ
educatio-15	100	166	operational	operational	ADJ
educatio-15	100	167	stage	stage	NOUN
educatio-15	100	168	of	of	ADP
educatio-15	100	169	development	development	NOUN
educatio-15	100	170	(	(	PUNCT
educatio-15	100	171	score	score	NOUN
educatio-15	100	172	:	:	PUNCT
educatio-15	100	173	0	0	NUM
educatio-15	100	174	-	-	SYM
educatio-15	100	175	1	1	NUM
educatio-15	100	176	)	)	PUNCT
educatio-15	100	177	,	,	PUNCT
educatio-15	100	178	stage	stage	NOUN
educatio-15	100	179	of	of	ADP
educatio-15	100	180	development	development	NOUN
educatio-15	100	181	of	of	ADP
educatio-15	100	182	transitional	transitional	ADJ
educatio-15	100	183	(	(	PUNCT
educatio-15	100	184	score	score	NOUN
educatio-15	100	185	:	:	PUNCT
educatio-15	100	186	2	2	NUM
educatio-15	100	187	-	-	SYM
educatio-15	100	188	3	3	NUM
educatio-15	100	189	)	)	PUNCT
educatio-15	100	190	and	and	CCONJ
educatio-15	100	191	the	the	DET
educatio-15	100	192	stage	stage	NOUN
educatio-15	100	193	of	of	ADP
educatio-15	100	194	development	development	NOUN
educatio-15	100	195	of	of	ADP
educatio-15	100	196	operational	operational	ADJ
educatio-15	100	197	formal	formal	ADJ
educatio-15	100	198	(	(	PUNCT
educatio-15	100	199	score	score	NOUN
educatio-15	100	200	:	:	PUNCT
educatio-15	100	201	4	4	NUM
educatio-15	100	202	-	-	SYM
educatio-15	100	203	10	10	NUM
educatio-15	100	204	)	)	PUNCT
educatio-15	100	205	.	.	PUNCT
educatio-15	101	1	diagram	diagram	PROPN
educatio-15	101	2	vee	vee	PROPN
educatio-15	101	3	intellectual	intellectual	PROPN
educatio-15	101	4	affect	affect	VERB
educatio-15	101	5	the	the	DET
educatio-15	101	6	development	development	NOUN
educatio-15	101	7	of	of	ADP
educatio-15	101	8	the	the	DET
educatio-15	101	9	students	student	NOUN
educatio-15	101	10	,	,	PUNCT
educatio-15	101	11	as	as	SCONJ
educatio-15	101	12	shown	show	VERB
educatio-15	101	13	by	by	ADP
educatio-15	101	14	the	the	DET
educatio-15	101	15	results	result	NOUN
educatio-15	101	16	of	of	ADP
educatio-15	101	17	the	the	DET
educatio-15	101	18	intellectual	intellectual	ADJ
educatio-15	101	19	development	development	NOUN
educatio-15	101	20	of	of	ADP
educatio-15	101	21	concrete	concrete	ADJ
educatio-15	101	22	smaller	small	ADJ
educatio-15	101	23	operational	operational	ADJ
educatio-15	101	24	and	and	CCONJ
educatio-15	101	25	transitional	transitional	ADJ
educatio-15	101	26	phase	phase	NOUN
educatio-15	101	27	and	and	CCONJ
educatio-15	101	28	formal	formal	ADJ
educatio-15	101	29	operational	operational	ADJ
educatio-15	101	30	better	well	ADJ
educatio-15	101	31	(	(	PUNCT
educatio-15	101	32	tab.4	tab.4	PROPN
educatio-15	101	33	)	)	PUNCT
educatio-15	101	34	.	.	PUNCT
educatio-15	102	1	table	table	NOUN
educatio-15	102	2	4	4	NUM
educatio-15	102	3	.	.	PUNCT
educatio-15	102	4	intellectual	intellectual	ADJ
educatio-15	102	5	development	development	NOUN
educatio-15	102	6	phase	phase	NOUN
educatio-15	102	7	of	of	ADP
educatio-15	102	8	the	the	DET
educatio-15	102	9	students	student	NOUN
educatio-15	102	10	after	after	ADP
educatio-15	102	11	learning	learn	VERB
educatio-15	102	12	tahap	tahap	PROPN
educatio-15	102	13	perkembangan	perkembangan	PROPN
educatio-15	102	14	diagram	diagram	PROPN
educatio-15	102	15	vee	vee	PROPN
educatio-15	102	16	(	(	PUNCT
educatio-15	102	17	%	%	INTJ
educatio-15	102	18	)	)	PUNCT
educatio-15	102	19	control	control	NOUN
educatio-15	102	20	(	(	PUNCT
educatio-15	102	21	%	%	INTJ
educatio-15	102	22	)	)	PUNCT
educatio-15	102	23	formal	formal	ADJ
educatio-15	102	24	operational	operational	ADJ
educatio-15	102	25	(	(	PUNCT
educatio-15	102	26	4	4	NUM
educatio-15	102	27	-	-	SYM
educatio-15	102	28	10	10	NUM
educatio-15	102	29	)	)	PUNCT
educatio-15	102	30	50	50	NUM
educatio-15	102	31	42.3	42.3	NUM
educatio-15	102	32	transitional	transitional	ADJ
educatio-15	102	33	(	(	PUNCT
educatio-15	102	34	2	2	NUM
educatio-15	102	35	-	-	SYM
educatio-15	102	36	3	3	NUM
educatio-15	102	37	)	)	PUNCT
educatio-15	102	38	36,1	36,1	NUM
educatio-15	102	39	34.6	34.6	NUM
educatio-15	102	40	concret	concret	NOUN
educatio-15	102	41	operasional	operasional	ADJ
educatio-15	102	42	(	(	PUNCT
educatio-15	102	43	0	0	NUM
educatio-15	102	44	-	-	SYM
educatio-15	102	45	1	1	NUM
educatio-15	102	46	)	)	PUNCT
educatio-15	102	47	13,9	13,9	NOUN
educatio-15	102	48	26.9	26.9	NUM
educatio-15	102	49	vee	vee	PROPN
educatio-15	102	50	diagram	diagram	NOUN
educatio-15	102	51	on	on	ADP
educatio-15	102	52	lab	lab	NOUN
educatio-15	102	53	animal	animal	NOUN
educatio-15	102	54	ecology	ecology	NOUN
educatio-15	102	55	effect	effect	NOUN
educatio-15	102	56	on	on	ADP
educatio-15	102	57	knowledge	knowledge	NOUN
educatio-15	102	58	in	in	ADP
educatio-15	102	59	this	this	DET
educatio-15	102	60	regard	regard	NOUN
educatio-15	102	61	was	be	AUX
educatio-15	102	62	the	the	DET
educatio-15	102	63	cognitive	cognitive	ADJ
educatio-15	102	64	learning	learn	VERB
educatio-15	102	65	students	student	NOUN
educatio-15	102	66	.	.	PUNCT
educatio-15	103	1	cognitive	cognitive	ADJ
educatio-15	103	2	learning	learn	VERB
educatio-15	103	3	outcomes	outcome	NOUN
educatio-15	103	4	using	use	VERB
educatio-15	103	5	vee	vee	PROPN
educatio-15	103	6	diagram	diagram	PROPN
educatio-15	103	7	showing	show	VERB
educatio-15	103	8	better	well	ADJ
educatio-15	103	9	results	result	NOUN
educatio-15	103	10	compared	compare	VERB
educatio-15	103	11	with	with	ADP
educatio-15	103	12	the	the	DET
educatio-15	103	13	controls	control	NOUN
educatio-15	103	14	,	,	PUNCT
educatio-15	103	15	as	as	ADV
educatio-15	103	16	well	well	ADV
educatio-15	103	17	as	as	ADP
educatio-15	103	18	to	to	PART
educatio-15	103	19	think	think	VERB
educatio-15	103	20	logically	logically	ADV
educatio-15	103	21	,	,	PUNCT
educatio-15	103	22	shown	show	VERB
educatio-15	103	23	reasoning	reasoning	NOUN
educatio-15	103	24	and	and	CCONJ
educatio-15	103	25	intellectual	intellectual	ADJ
educatio-15	103	26	development	development	NOUN
educatio-15	103	27	.	.	PUNCT
educatio-15	104	1	learning	learning	NOUN
educatio-15	104	2	and	and	CCONJ
educatio-15	104	3	practical	practical	ADJ
educatio-15	104	4	used	use	VERB
educatio-15	104	5	vee	vee	PROPN
educatio-15	104	6	diagrams	diagram	NOUN
educatio-15	104	7	,	,	PUNCT
educatio-15	104	8	train	train	NOUN
educatio-15	104	9	students	student	NOUN
educatio-15	104	10	to	to	PART
educatio-15	104	11	make	make	VERB
educatio-15	104	12	statements	statement	NOUN
educatio-15	104	13	about	about	ADP
educatio-15	104	14	the	the	DET
educatio-15	104	15	conceptual	conceptual	ADJ
educatio-15	104	16	and	and	CCONJ
educatio-15	104	17	methodological	methodological	ADJ
educatio-15	104	18	details	detail	NOUN
educatio-15	104	19	and	and	CCONJ
educatio-15	104	20	problem	problem	NOUN
educatio-15	104	21	solving	solving	NOUN
educatio-15	104	22	.	.	PUNCT
educatio-15	105	1	students	student	NOUN
educatio-15	105	2	designed	design	VERB
educatio-15	105	3	their	their	PRON
educatio-15	105	4	own	own	ADJ
educatio-15	105	5	model	model	NOUN
educatio-15	105	6	of	of	ADP
educatio-15	105	7	practicum	practicum	NOUN
educatio-15	105	8	through	through	ADP
educatio-15	105	9	vee	vee	PROPN
educatio-15	105	10	diagram	diagram	PROPN
educatio-15	105	11	components	component	NOUN
educatio-15	105	12	.	.	PUNCT
educatio-15	106	1	the	the	DET
educatio-15	106	2	components	component	NOUN
educatio-15	106	3	that	that	PRON
educatio-15	106	4	had	have	VERB
educatio-15	106	5	to	to	PART
educatio-15	106	6	be	be	AUX
educatio-15	106	7	made	make	VERB
educatio-15	106	8	in	in	ADP
educatio-15	106	9	making	make	VERB
educatio-15	106	10	the	the	DET
educatio-15	106	11	student	student	NOUN
educatio-15	106	12	is	be	AUX
educatio-15	106	13	the	the	DET
educatio-15	106	14	focus	focus	NOUN
educatio-15	106	15	question	question	NOUN
educatio-15	106	16	vee	vee	PROPN
educatio-15	106	17	diagram	diagram	PROPN
educatio-15	106	18	,	,	PUNCT
educatio-15	106	19	conceptually	conceptually	ADV
educatio-15	106	20	divided	divide	VERB
educatio-15	106	21	into	into	ADP
educatio-15	106	22	conceptual	conceptual	ADJ
educatio-15	106	23	structure	structure	NOUN
educatio-15	106	24	,	,	PUNCT
educatio-15	106	25	concept	concept	NOUN
educatio-15	106	26	and	and	CCONJ
educatio-15	106	27	object	object	NOUN
educatio-15	106	28	(	(	PUNCT
educatio-15	106	29	event	event	NOUN
educatio-15	106	30	)	)	PUNCT
educatio-15	106	31	,	,	PUNCT
educatio-15	106	32	and	and	CCONJ
educatio-15	106	33	the	the	DET
educatio-15	106	34	methodology	methodology	NOUN
educatio-15	106	35	is	be	AUX
educatio-15	106	36	divided	divide	VERB
educatio-15	106	37	into	into	ADP
educatio-15	106	38	records	record	NOUN
educatio-15	106	39	,	,	PUNCT
educatio-15	106	40	the	the	DET
educatio-15	106	41	data	data	NOUN
educatio-15	106	42	transformations	transformation	NOUN
educatio-15	106	43	/	/	SYM
educatio-15	106	44	interpretations	interpretation	NOUN
educatio-15	106	45	,	,	PUNCT
educatio-15	106	46	knowledge	knowledge	NOUN
educatio-15	106	47	claims	claim	NOUN
educatio-15	106	48	and	and	CCONJ
educatio-15	106	49	value	value	NOUN
educatio-15	106	50	claims	claim	NOUN
educatio-15	106	51	.	.	PUNCT
educatio-15	107	1	some	some	DET
educatio-15	107	2	components	component	NOUN
educatio-15	107	3	in	in	ADP
educatio-15	107	4	the	the	DET
educatio-15	107	5	diagram	diagram	NOUN
educatio-15	107	6	vee	vee	PROPN
educatio-15	107	7	requires	require	VERB
educatio-15	107	8	students	student	NOUN
educatio-15	107	9	to	to	PART
educatio-15	107	10	learn	learn	VERB
educatio-15	107	11	more	more	ADV
educatio-15	107	12	seriously	seriously	ADV
educatio-15	107	13	.	.	PUNCT
educatio-15	108	1	the	the	DET
educatio-15	108	2	learning	learning	NOUN
educatio-15	108	3	model	model	NOUN
educatio-15	108	4	used	use	VERB
educatio-15	108	5	was	be	AUX
educatio-15	108	6	project	project	NOUN
educatio-15	108	7	based	base	VERB
educatio-15	108	8	learning	learning	PROPN
educatio-15	108	9	,	,	PUNCT
educatio-15	108	10	forcing	force	VERB
educatio-15	108	11	the	the	DET
educatio-15	108	12	students	student	NOUN
educatio-15	108	13	to	to	PART
educatio-15	108	14	design	design	VERB
educatio-15	108	15	their	their	PRON
educatio-15	108	16	own	own	ADJ
educatio-15	108	17	courses	course	NOUN
educatio-15	108	18	,	,	PUNCT
educatio-15	108	19	ranging	range	VERB
educatio-15	108	20	from	from	ADP
educatio-15	108	21	observations	observation	NOUN
educatio-15	108	22	,	,	PUNCT
educatio-15	108	23	making	make	VERB
educatio-15	108	24	hypotheses	hypothesis	NOUN
educatio-15	108	25	,	,	PUNCT
educatio-15	108	26	collecting	collect	VERB
educatio-15	108	27	data	datum	NOUN
educatio-15	108	28	,	,	PUNCT
educatio-15	108	29	analyzing	analyze	VERB
educatio-15	108	30	,	,	PUNCT
educatio-15	108	31	evaluating	evaluate	VERB
educatio-15	108	32	to	to	PART
educatio-15	108	33	make	make	VERB
educatio-15	108	34	conclusions	conclusion	NOUN
educatio-15	108	35	.	.	PUNCT
educatio-15	109	1	the	the	DET
educatio-15	109	2	combination	combination	NOUN
educatio-15	109	3	of	of	ADP
educatio-15	109	4	a	a	DET
educatio-15	109	5	learning	learning	NOUN
educatio-15	109	6	project	project	NOUN
educatio-15	109	7	based	base	VERB
educatio-15	109	8	learning	learn	VERB
educatio-15	109	9	model	model	NOUN
educatio-15	109	10	with	with	ADP
educatio-15	109	11	vee	vee	PROPN
educatio-15	109	12	diagram	diagram	PROPN
educatio-15	109	13	on	on	ADP
educatio-15	109	14	lab	lab	NOUN
educatio-15	109	15	could	could	AUX
educatio-15	109	16	stimulate	stimulate	VERB
educatio-15	109	17	students	student	NOUN
educatio-15	109	18	to	to	PART
educatio-15	109	19	think	think	VERB
educatio-15	109	20	and	and	CCONJ
educatio-15	109	21	do	do	VERB
educatio-15	109	22	much	much	ADV
educatio-15	109	23	more	more	ADV
educatio-15	109	24	active	active	ADJ
educatio-15	109	25	,	,	PUNCT
educatio-15	109	26	because	because	SCONJ
educatio-15	109	27	the	the	DET
educatio-15	109	28	student	student	NOUN
educatio-15	109	29	should	should	AUX
educatio-15	109	30	compile	compile	VERB
educatio-15	109	31	a	a	DET
educatio-15	109	32	component	component	NOUN
educatio-15	109	33	in	in	ADP
educatio-15	109	34	the	the	DET
educatio-15	109	35	diagram	diagram	NOUN
educatio-15	109	36	vee	vee	PROPN
educatio-15	109	37	forcing	force	VERB
educatio-15	109	38	students	student	NOUN
educatio-15	109	39	to	to	PART
educatio-15	109	40	make	make	VERB
educatio-15	109	41	inquiries	inquiry	NOUN
educatio-15	109	42	focus	focus	VERB
educatio-15	109	43	,	,	PUNCT
educatio-15	109	44	conceptual	conceptual	ADJ
educatio-15	109	45	structure	structure	NOUN
educatio-15	109	46	,	,	PUNCT
educatio-15	109	47	relationship	relationship	NOUN
educatio-15	109	48	,	,	PUNCT
educatio-15	109	49	developing	develop	VERB
educatio-15	109	50	the	the	DET
educatio-15	109	51	concept	concept	NOUN
educatio-15	109	52	,	,	PUNCT
educatio-15	109	53	and	and	CCONJ
educatio-15	109	54	events	event	NOUN
educatio-15	109	55	.	.	PUNCT
educatio-15	110	1	in	in	ADP
educatio-15	110	2	the	the	DET
educatio-15	110	3	methodology	methodology	NOUN
educatio-15	110	4	,	,	PUNCT
educatio-15	110	5	vee	vee	PROPN
educatio-15	110	6	diagram	diagram	PROPN
educatio-15	110	7	components	component	NOUN
educatio-15	110	8	which	which	PRON
educatio-15	110	9	should	should	AUX
educatio-15	110	10	be	be	AUX
educatio-15	110	11	produced	produce	VERB
educatio-15	110	12	by	by	ADP
educatio-15	110	13	the	the	DET
educatio-15	110	14	students	student	NOUN
educatio-15	110	15	was	be	AUX
educatio-15	110	16	a	a	DET
educatio-15	110	17	record	record	NOUN
educatio-15	110	18	,	,	PUNCT
educatio-15	110	19	then	then	ADV
educatio-15	110	20	transform	transform	VERB
educatio-15	110	21	the	the	DET
educatio-15	110	22	data	datum	NOUN
educatio-15	110	23	and	and	CCONJ
educatio-15	110	24	then	then	ADV
educatio-15	110	25	making	make	VERB
educatio-15	110	26	claims	claim	NOUN
educatio-15	110	27	to	to	PART
educatio-15	110	28	knowledge	knowledge	NOUN
educatio-15	110	29	and	and	CCONJ
educatio-15	110	30	value	value	NOUN
educatio-15	110	31	claims	claim	NOUN
educatio-15	110	32	.	.	PUNCT
educatio-15	111	1	activities	activity	NOUN
educatio-15	111	2	in	in	ADP
educatio-15	111	3	learning	learn	VERB
educatio-15	111	4	using	use	VERB
educatio-15	111	5	vee	vee	PROPN
educatio-15	111	6	diagrams	diagram	NOUN
educatio-15	111	7	provide	provide	VERB
educatio-15	111	8	positive	positive	ADJ
educatio-15	111	9	influence	influence	NOUN
educatio-15	111	10	on	on	ADP
educatio-15	111	11	cognitive	cognitive	ADJ
educatio-15	111	12	learning	learn	VERB
educatio-15	111	13	outcomes	outcome	NOUN
educatio-15	111	14	of	of	ADP
educatio-15	111	15	students	student	NOUN
educatio-15	111	16	in	in	ADP
educatio-15	111	17	the	the	DET
educatio-15	111	18	subject	subject	NOUN
educatio-15	111	19	of	of	ADP
educatio-15	111	20	animal	animal	NOUN
educatio-15	111	21	ecology	ecology	NOUN
educatio-15	111	22	.	.	PUNCT
educatio-15	112	1	sulun	sulun	PROPN
educatio-15	112	2	,	,	PUNCT
educatio-15	112	3	evren	evren	NOUN
educatio-15	112	4	,	,	PUNCT
educatio-15	112	5	and	and	CCONJ
educatio-15	112	6	sulun	sulun	NOUN
educatio-15	112	7	.	.	PUNCT
educatio-15	113	1	(	(	PUNCT
educatio-15	113	2	2009)8	2009)8	NUM
educatio-15	113	3	conducted	conduct	VERB
educatio-15	113	4	a	a	DET
educatio-15	113	5	study	study	NOUN
educatio-15	113	6	the	the	DET
educatio-15	113	7	effect	effect	NOUN
educatio-15	113	8	of	of	ADP
educatio-15	113	9	the	the	DET
educatio-15	113	10	vee	vee	PROPN
educatio-15	113	11	diagram	diagram	PROPN
educatio-15	113	12	,	,	PUNCT
educatio-15	113	13	the	the	DET
educatio-15	113	14	network	network	NOUN
educatio-15	113	15	lab	lab	NOUN
educatio-15	113	16	in	in	ADP
educatio-15	113	17	vegetables	vegetable	NOUN
educatio-15	113	18	.	.	PUNCT
educatio-15	114	1	the	the	DET
educatio-15	114	2	results	result	NOUN
educatio-15	114	3	showed	show	VERB
educatio-15	114	4	that	that	SCONJ
educatio-15	114	5	the	the	DET
educatio-15	114	6	method	method	NOUN
educatio-15	114	7	of	of	ADP
educatio-15	114	8	the	the	DET
educatio-15	114	9	lab	lab	NOUN
educatio-15	114	10	network	network	NOUN
educatio-15	114	11	diagram	diagram	NOUN
educatio-15	114	12	v	v	NOUN
educatio-15	114	13	plant	plant	NOUN
educatio-15	114	14	on	on	ADP
educatio-15	114	15	vegetables	vegetable	NOUN
educatio-15	114	16	,	,	PUNCT
educatio-15	114	17	showed	show	VERB
educatio-15	114	18	better	well	ADJ
educatio-15	114	19	results	result	NOUN
educatio-15	114	20	.	.	PUNCT
educatio-15	115	1	8	8	NUM
educatio-15	115	2	yusuf	yusuf	PROPN
educatio-15	115	3	sulun	sulun	NOUN
educatio-15	115	4	,	,	PUNCT
educatio-15	115	5	aysegul	aysegul	PROPN
educatio-15	115	6	evren	evren	PROPN
educatio-15	115	7	,	,	PUNCT
educatio-15	115	8	and	and	CCONJ
educatio-15	115	9	ali	ali	PROPN
educatio-15	115	10	sulun	sulun	NOUN
educatio-15	115	11	,	,	PUNCT
educatio-15	115	12	―the	―the	DET
educatio-15	115	13	effect	effect	NOUN
educatio-15	115	14	of	of	ADP
educatio-15	115	15	the	the	DET
educatio-15	115	16	usage	usage	NOUN
educatio-15	115	17	of	of	ADP
educatio-15	115	18	v	v	NOUN
educatio-15	115	19	-	-	PUNCT
educatio-15	115	20	diagrams	diagram	NOUN
educatio-15	115	21	on	on	ADP
educatio-15	115	22	the	the	DET
educatio-15	115	23	students	student	NOUN
educatio-15	115	24	success	success	NOUN
educatio-15	115	25	in	in	ADP
educatio-15	115	26	biology	biology	NOUN
educatio-15	115	27	laboratory,‖	laboratory,‖	PRON
educatio-15	115	28	erzincan	erzincan	VERB
educatio-15	115	29	e	e	ADJ
educatio-15	115	30	␣	␣	ADJ
educatio-15	115	31	itim	itim	ADJ
educatio-15	115	32	fakültesi	fakültesi	PROPN
educatio-15	115	33	dergisi	dergisi	ADJ
educatio-15	115	34	cilt	cilt	VERB
educatio-15	115	35	-	-	PUNCT
educatio-15	115	36	say	say	VERB
educatio-15	115	37	11	11	NUM
educatio-15	115	38	-	-	SYM
educatio-15	115	39	2	2	NUM
educatio-15	115	40	(	(	PUNCT
educatio-15	115	41	2009	2009	NUM
educatio-15	115	42	)	)	PUNCT
educatio-15	115	43	.	.	PUNCT
educatio-15	116	1	purwati	purwati	PROPN
educatio-15	116	2	kuswarini	kuswarini	PROPN
educatio-15	116	3	suprapto	suprapto	PROPN
educatio-15	116	4	&	&	CCONJ
educatio-15	116	5	lilis	lilis	PROPN
educatio-15	116	6	rahmawati	rahmawati	PROPN
educatio-15	116	7	the	the	DET
educatio-15	116	8	inf	inf	PROPN
educatio-15	116	9	luences	luence	NOUN
educatio-15	116	10	of	of	ADP
educatio-15	116	11	vee	vee	PROPN
educatio-15	116	12	diagram	diagram	PROPN
educatio-15	116	13	on	on	ADP
educatio-15	116	14	animal	animal	NOUN
educatio-15	116	15	ecology	ecology	NOUN
educatio-15	116	16	lab	lab	NOUN
educatio-15	116	17	to	to	ADP
educatio-15	116	18	learning	learn	VERB
educatio-15	116	19	outcomes	outcome	NOUN
educatio-15	116	20	and	and	CCONJ
educatio-15	116	21	logical	logical	ADJ
educatio-15	116	22	thinking	thinking	NOUN
educatio-15	116	23	volume	volume	NOUN
educatio-15	116	24	2	2	NUM
educatio-15	116	25	,	,	PUNCT
educatio-15	116	26	number	number	NOUN
educatio-15	116	27	2	2	NUM
educatio-15	116	28	,	,	PUNCT
educatio-15	116	29	november	november	PROPN
educatio-15	116	30	2017	2017	NUM
educatio-15	116	31	|	|	ADV
educatio-15	116	32	197	197	NUM
educatio-15	116	33	zzzzzz	zzzzzz	NOUN
educatio-15	116	34	study	study	VERB
educatio-15	116	35	the	the	DET
educatio-15	116	36	ecology	ecology	NOUN
educatio-15	116	37	should	should	AUX
educatio-15	116	38	have	have	VERB
educatio-15	116	39	a	a	DET
educatio-15	116	40	good	good	ADJ
educatio-15	116	41	knowledge	knowledge	NOUN
educatio-15	116	42	and	and	CCONJ
educatio-15	116	43	have	have	VERB
educatio-15	116	44	a	a	DET
educatio-15	116	45	good	good	ADJ
educatio-15	116	46	ability	ability	NOUN
educatio-15	116	47	of	of	ADP
educatio-15	116	48	logical	logical	ADJ
educatio-15	116	49	thinking	thinking	NOUN
educatio-15	116	50	.	.	PUNCT
educatio-15	117	1	interaction	interaction	NOUN
educatio-15	117	2	that	that	PRON
educatio-15	117	3	occurred	occur	VERB
educatio-15	117	4	should	should	AUX
educatio-15	117	5	be	be	AUX
educatio-15	117	6	a	a	DET
educatio-15	117	7	logical	logical	ADJ
educatio-15	117	8	relationship	relationship	NOUN
educatio-15	117	9	.	.	PUNCT
educatio-15	118	1	the	the	DET
educatio-15	118	2	ability	ability	NOUN
educatio-15	118	3	to	to	PART
educatio-15	118	4	predict	predict	VERB
educatio-15	118	5	interactions	interaction	NOUN
educatio-15	118	6	that	that	PRON
educatio-15	118	7	will	will	AUX
educatio-15	118	8	occur	occur	VERB
educatio-15	118	9	in	in	ADP
educatio-15	118	10	the	the	DET
educatio-15	118	11	ecosystem	ecosystem	NOUN
educatio-15	118	12	needed	need	VERB
educatio-15	118	13	a	a	DET
educatio-15	118	14	good	good	ADJ
educatio-15	118	15	logical	logical	ADJ
educatio-15	118	16	thinking	thinking	NOUN
educatio-15	118	17	ability	ability	NOUN
educatio-15	118	18	.	.	PUNCT
educatio-15	119	1	logical	logical	ADJ
educatio-15	119	2	thinking	thinking	NOUN
educatio-15	119	3	was	be	AUX
educatio-15	119	4	very	very	ADV
educatio-15	119	5	supportive	supportive	ADJ
educatio-15	119	6	in	in	ADP
educatio-15	119	7	studying	study	VERB
educatio-15	119	8	the	the	DET
educatio-15	119	9	ecology	ecology	NOUN
educatio-15	119	10	,	,	PUNCT
educatio-15	119	11	especially	especially	ADV
educatio-15	119	12	in	in	ADP
educatio-15	119	13	correlating	correlate	VERB
educatio-15	119	14	one	one	NUM
educatio-15	119	15	concept	concept	NOUN
educatio-15	119	16	to	to	ADP
educatio-15	119	17	another	another	DET
educatio-15	119	18	related	relate	VERB
educatio-15	119	19	understanding	understanding	NOUN
educatio-15	119	20	and	and	CCONJ
educatio-15	119	21	conservation	conservation	NOUN
educatio-15	119	22	of	of	ADP
educatio-15	119	23	natural	natural	ADJ
educatio-15	119	24	events	event	NOUN
educatio-15	119	25	.	.	PUNCT
educatio-15	120	1	results	result	NOUN
educatio-15	120	2	skill	skill	PROPN
educatio-15	120	3	diagram	diagram	PROPN
educatio-15	120	4	vee	vee	PROPN
educatio-15	120	5	systematic	systematic	PROPN
educatio-15	120	6	consisting	consisting	PROPN
educatio-15	120	7	of	of	ADP
educatio-15	120	8	components	component	NOUN
educatio-15	120	9	focus	focus	NOUN
educatio-15	120	10	question	question	NOUN
educatio-15	120	11	,	,	PUNCT
educatio-15	120	12	conceptually	conceptually	ADV
educatio-15	120	13	divided	divide	VERB
educatio-15	120	14	into	into	ADP
educatio-15	120	15	conceptual	conceptual	ADJ
educatio-15	120	16	structure	structure	NOUN
educatio-15	120	17	(	(	PUNCT
educatio-15	120	18	thinking	thinking	NOUN
educatio-15	120	19	)	)	PUNCT
educatio-15	120	20	,	,	PUNCT
educatio-15	120	21	concept	concept	NOUN
educatio-15	120	22	and	and	CCONJ
educatio-15	120	23	object	object	NOUN
educatio-15	120	24	(	(	PUNCT
educatio-15	120	25	event	event	NOUN
educatio-15	120	26	)	)	PUNCT
educatio-15	120	27	,	,	PUNCT
educatio-15	120	28	and	and	CCONJ
educatio-15	120	29	methodology	methodology	NOUN
educatio-15	120	30	(	(	PUNCT
educatio-15	120	31	doing	do	VERB
educatio-15	120	32	)	)	PUNCT
educatio-15	120	33	was	be	AUX
educatio-15	120	34	divided	divide	VERB
educatio-15	120	35	into	into	ADP
educatio-15	120	36	records	record	NOUN
educatio-15	120	37	,	,	PUNCT
educatio-15	120	38	the	the	DET
educatio-15	120	39	data	data	NOUN
educatio-15	120	40	transformations	transformation	NOUN
educatio-15	120	41	/	/	SYM
educatio-15	120	42	interpretations	interpretation	NOUN
educatio-15	120	43	,	,	PUNCT
educatio-15	120	44	knowledge	knowledge	NOUN
educatio-15	120	45	claims	claim	NOUN
educatio-15	120	46	and	and	CCONJ
educatio-15	120	47	value	value	NOUN
educatio-15	120	48	claims	claim	NOUN
educatio-15	120	49	good	good	ADJ
educatio-15	120	50	able	able	ADJ
educatio-15	120	51	to	to	PART
educatio-15	120	52	make	make	VERB
educatio-15	120	53	students	student	NOUN
educatio-15	120	54	think	think	VERB
educatio-15	120	55	and	and	CCONJ
educatio-15	120	56	improve	improve	VERB
educatio-15	120	57	learning	learn	VERB
educatio-15	120	58	outcomes	outcome	NOUN
educatio-15	120	59	and	and	CCONJ
educatio-15	120	60	think	think	VERB
educatio-15	120	61	logically	logically	ADV
educatio-15	120	62	.	.	PUNCT
educatio-15	121	1	from	from	ADP
educatio-15	121	2	these	these	DET
educatio-15	121	3	results	result	NOUN
educatio-15	121	4	,	,	PUNCT
educatio-15	121	5	it	it	PRON
educatio-15	121	6	appeared	appear	VERB
educatio-15	121	7	that	that	SCONJ
educatio-15	121	8	the	the	DET
educatio-15	121	9	student	student	NOUN
educatio-15	121	10	was	be	AUX
educatio-15	121	11	skilled	skilled	ADJ
educatio-15	121	12	in	in	ADP
educatio-15	121	13	making	make	VERB
educatio-15	121	14	the	the	DET
educatio-15	121	15	focus	focus	NOUN
educatio-15	121	16	question	question	NOUN
educatio-15	121	17	,	,	PUNCT
educatio-15	121	18	data	data	NOUN
educatio-15	121	19	/	/	SYM
educatio-15	121	20	events	event	NOUN
educatio-15	121	21	,	,	PUNCT
educatio-15	121	22	making	make	VERB
educatio-15	121	23	notes	note	NOUN
educatio-15	121	24	and	and	CCONJ
educatio-15	121	25	transformation	transformation	NOUN
educatio-15	121	26	of	of	ADP
educatio-15	121	27	data	datum	NOUN
educatio-15	121	28	as	as	ADV
educatio-15	121	29	well	well	ADV
educatio-15	121	30	as	as	ADP
educatio-15	121	31	the	the	DET
educatio-15	121	32	claim	claim	NOUN
educatio-15	121	33	value	value	NOUN
educatio-15	121	34	,	,	PUNCT
educatio-15	121	35	but	but	CCONJ
educatio-15	121	36	still	still	ADV
educatio-15	121	37	not	not	PART
educatio-15	121	38	good	good	ADJ
educatio-15	121	39	on	on	ADP
educatio-15	121	40	the	the	DET
educatio-15	121	41	principles	principle	NOUN
educatio-15	121	42	and	and	CCONJ
educatio-15	121	43	concepts	concept	NOUN
educatio-15	121	44	as	as	ADV
educatio-15	121	45	well	well	ADV
educatio-15	121	46	as	as	ADP
educatio-15	121	47	knowledge	knowledge	NOUN
educatio-15	121	48	claims	claim	NOUN
educatio-15	121	49	.	.	PUNCT
educatio-15	122	1	improvement	improvement	NOUN
educatio-15	122	2	of	of	ADP
educatio-15	122	3	skills	skill	NOUN
educatio-15	122	4	should	should	AUX
educatio-15	122	5	continue	continue	VERB
educatio-15	122	6	to	to	PART
educatio-15	122	7	be	be	AUX
educatio-15	122	8	implemented	implement	VERB
educatio-15	122	9	to	to	PART
educatio-15	122	10	get	get	VERB
educatio-15	122	11	maximum	maximum	ADJ
educatio-15	122	12	results	result	NOUN
educatio-15	122	13	.	.	PUNCT
educatio-15	123	1	vee	vee	PROPN
educatio-15	123	2	diagram	diagram	PROPN
educatio-15	123	3	is	be	AUX
educatio-15	123	4	heuristic	heuristic	ADJ
educatio-15	123	5	and	and	CCONJ
educatio-15	123	6	constructivism	constructivism	NOUN
educatio-15	123	7	(	(	PUNCT
educatio-15	123	8	thiessen	thiessen	PROPN
educatio-15	123	9	,	,	PUNCT
educatio-15	123	10	1993),9	1993),9	NUM
educatio-15	123	11	the	the	DET
educatio-15	123	12	inquiry	inquiry	NOUN
educatio-15	123	13	and	and	CCONJ
educatio-15	123	14	scientific	scientific	ADJ
educatio-15	123	15	(	(	PUNCT
educatio-15	123	16	calais	calais	PROPN
educatio-15	123	17	,	,	PUNCT
educatio-15	123	18	2009),10	2009),10	NUM
educatio-15	123	19	so	so	SCONJ
educatio-15	123	20	that	that	SCONJ
educatio-15	123	21	vee	vee	PROPN
educatio-15	123	22	diagrams	diagram	NOUN
educatio-15	123	23	can	can	AUX
educatio-15	123	24	develop	develop	VERB
educatio-15	123	25	the	the	DET
educatio-15	123	26	ability	ability	NOUN
educatio-15	123	27	to	to	PART
educatio-15	123	28	think	think	VERB
educatio-15	123	29	logically	logically	ADV
educatio-15	123	30	.	.	PUNCT
educatio-15	124	1	lawson	lawson	PROPN
educatio-15	124	2	,	,	PUNCT
educatio-15	124	3	adi	adi	PROPN
educatio-15	124	4	and	and	CCONJ
educatio-15	124	5	karplus	karplus	NOUN
educatio-15	124	6	(	(	PUNCT
educatio-15	124	7	1979	1979	NUM
educatio-15	124	8	)	)	PUNCT
educatio-15	124	9	.	.	PUNCT
educatio-15	124	10	said	say	VERB
educatio-15	124	11	there	there	PRON
educatio-15	124	12	are	be	VERB
educatio-15	124	13	five	five	NUM
educatio-15	124	14	characteristics	characteristic	NOUN
educatio-15	124	15	of	of	ADP
educatio-15	124	16	reasoning	reason	VERB
educatio-15	124	17	formal	formal	ADJ
educatio-15	124	18	,	,	PUNCT
educatio-15	124	19	namely	namely	ADV
educatio-15	124	20	:	:	PUNCT
educatio-15	124	21	1	1	X
educatio-15	124	22	)	)	PUNCT
educatio-15	124	23	identifying	identify	VERB
educatio-15	124	24	and	and	CCONJ
educatio-15	124	25	controlling	control	VERB
educatio-15	124	26	variables	variable	NOUN
educatio-15	124	27	:	:	PUNCT
educatio-15	124	28	define	define	VERB
educatio-15	124	29	the	the	DET
educatio-15	124	30	identification	identification	NOUN
educatio-15	124	31	and	and	CCONJ
educatio-15	124	32	control	control	NOUN
educatio-15	124	33	of	of	ADP
educatio-15	124	34	the	the	DET
educatio-15	124	35	variables	variable	NOUN
educatio-15	124	36	as	as	ADP
educatio-15	124	37	students	student	NOUN
educatio-15	124	38	'	'	PART
educatio-15	124	39	ability	ability	NOUN
educatio-15	124	40	to	to	PART
educatio-15	124	41	identify	identify	VERB
educatio-15	124	42	the	the	DET
educatio-15	124	43	variables	variable	NOUN
educatio-15	124	44	most	most	ADV
educatio-15	124	45	appropriate	appropriate	ADJ
educatio-15	124	46	,	,	PUNCT
educatio-15	124	47	especially	especially	ADV
educatio-15	124	48	in	in	ADP
educatio-15	124	49	solving	solve	VERB
educatio-15	124	50	the	the	DET
educatio-15	124	51	problem	problem	NOUN
educatio-15	124	52	,	,	PUNCT
educatio-15	124	53	2	2	X
educatio-15	124	54	)	)	PUNCT
educatio-15	124	55	the	the	DET
educatio-15	124	56	ability	ability	NOUN
educatio-15	124	57	to	to	PART
educatio-15	124	58	think	think	VERB
educatio-15	124	59	combinatorics	combinatoric	NOUN
educatio-15	124	60	:	:	PUNCT
educatio-15	124	61	the	the	DET
educatio-15	124	62	ability	ability	NOUN
educatio-15	124	63	to	to	PART
educatio-15	124	64	think	think	VERB
educatio-15	124	65	that	that	SCONJ
educatio-15	124	66	combines	combine	VERB
educatio-15	124	67	several	several	ADJ
educatio-15	124	68	factors	factor	NOUN
educatio-15	124	69	later	later	ADV
educatio-15	124	70	concluded	conclude	VERB
educatio-15	124	71	as	as	ADP
educatio-15	124	72	a	a	DET
educatio-15	124	73	result	result	NOUN
educatio-15	124	74	of	of	ADP
educatio-15	124	75	the	the	DET
educatio-15	124	76	merger	merger	NOUN
educatio-15	124	77	,	,	PUNCT
educatio-15	124	78	especially	especially	ADV
educatio-15	124	79	in	in	ADP
educatio-15	124	80	solving	solve	VERB
educatio-15	124	81	problems	problem	NOUN
educatio-15	124	82	,	,	PUNCT
educatio-15	124	83	3	3	X
educatio-15	124	84	)	)	PUNCT
educatio-15	124	85	the	the	DET
educatio-15	124	86	ability	ability	NOUN
educatio-15	124	87	to	to	PART
educatio-15	124	88	think	think	VERB
educatio-15	124	89	of	of	ADP
educatio-15	124	90	correlation	correlation	NOUN
educatio-15	124	91	:	:	PUNCT
educatio-15	124	92	the	the	DET
educatio-15	124	93	ability	ability	NOUN
educatio-15	124	94	to	to	PART
educatio-15	124	95	analyze	analyze	VERB
educatio-15	124	96	problems	problem	NOUN
educatio-15	124	97	by	by	ADP
educatio-15	124	98	using	use	VERB
educatio-15	124	99	relationships	relationship	NOUN
educatio-15	124	100	or	or	CCONJ
educatio-15	124	101	causal	causal	NOUN
educatio-15	124	102	,	,	PUNCT
educatio-15	124	103	4	4	X
educatio-15	124	104	)	)	PUNCT
educatio-15	124	105	the	the	DET
educatio-15	124	106	ability	ability	NOUN
educatio-15	124	107	to	to	PART
educatio-15	124	108	think	think	VERB
educatio-15	124	109	of	of	ADP
educatio-15	124	110	probability	probability	NOUN
educatio-15	124	111	:	:	PUNCT
educatio-15	124	112	this	this	DET
educatio-15	124	113	way	way	NOUN
educatio-15	124	114	of	of	ADP
educatio-15	124	115	thinking	think	VERB
educatio-15	124	116	to	to	PART
educatio-15	124	117	solve	solve	VERB
educatio-15	124	118	problems	problem	NOUN
educatio-15	124	119	through	through	ADP
educatio-15	124	120	various	various	ADJ
educatio-15	124	121	trends	trend	NOUN
educatio-15	124	122	encourage	encourage	VERB
educatio-15	124	123	students	student	NOUN
educatio-15	124	124	to	to	PART
educatio-15	124	125	explore	explore	VERB
educatio-15	124	126	the	the	DET
educatio-15	124	127	probability	probability	NOUN
educatio-15	124	128	5	5	NUM
educatio-15	124	129	)	)	PUNCT
educatio-15	124	130	the	the	DET
educatio-15	124	131	ability	ability	NOUN
educatio-15	124	132	to	to	PART
educatio-15	124	133	think	think	VERB
educatio-15	124	134	in	in	ADP
educatio-15	124	135	perspective	perspective	NOUN
educatio-15	124	136	:	:	PUNCT
educatio-15	124	137	as	as	ADP
educatio-15	124	138	a	a	DET
educatio-15	124	139	proportion	proportion	NOUN
educatio-15	124	140	of	of	ADP
educatio-15	124	141	problem	problem	NOUN
educatio-15	124	142	-	-	PUNCT
educatio-15	124	143	solving	solve	VERB
educatio-15	124	144	skills	skill	NOUN
educatio-15	124	145	and	and	CCONJ
educatio-15	124	146	combine	combine	VERB
educatio-15	124	147	proportion	proportion	NOUN
educatio-15	124	148	to	to	ADP
educatio-15	124	149	one	one	NUM
educatio-15	124	150	another	another	DET
educatio-15	124	151	.	.	PUNCT
educatio-15	125	1	thus	thus	ADV
educatio-15	125	2	,	,	PUNCT
educatio-15	125	3	the	the	DET
educatio-15	125	4	child	child	NOUN
educatio-15	125	5	at	at	ADP
educatio-15	125	6	the	the	DET
educatio-15	125	7	formal	formal	ADJ
educatio-15	125	8	operational	operational	ADJ
educatio-15	125	9	stage	stage	NOUN
educatio-15	125	10	using	use	VERB
educatio-15	125	11	a	a	DET
educatio-15	125	12	fifth	fifth	ADJ
educatio-15	125	13	this	this	DET
educatio-15	125	14	way	way	NOUN
educatio-15	125	15	in	in	ADP
educatio-15	125	16	his	his	PRON
educatio-15	125	17	reasoning	reasoning	NOUN
educatio-15	125	18	.	.	PUNCT
educatio-15	126	1	students	student	NOUN
educatio-15	126	2	use	use	VERB
educatio-15	126	3	diagrams	diagram	NOUN
educatio-15	126	4	vee	vee	PROPN
educatio-15	126	5	,	,	PUNCT
educatio-15	126	6	looked	look	VERB
educatio-15	126	7	develop	develop	VERB
educatio-15	126	8	better	well	ADV
educatio-15	126	9	in	in	ADP
educatio-15	126	10	proportional	proportional	ADJ
educatio-15	126	11	reasoning	reasoning	NOUN
educatio-15	126	12	and	and	CCONJ
educatio-15	126	13	combinatorics	combinatoric	NOUN
educatio-15	126	14	,	,	PUNCT
educatio-15	126	15	but	but	CCONJ
educatio-15	126	16	the	the	DET
educatio-15	126	17	least	least	ADJ
educatio-15	126	18	developed	develop	VERB
educatio-15	126	19	on	on	ADP
educatio-15	126	20	correlational	correlational	ADJ
educatio-15	126	21	reasoning	reasoning	NOUN
educatio-15	126	22	.	.	PUNCT
educatio-15	127	1	using	use	VERB
educatio-15	127	2	vee	vee	PROPN
educatio-15	127	3	diagrams	diagram	NOUN
educatio-15	127	4	,	,	PUNCT
educatio-15	127	5	control	control	NOUN
educatio-15	127	6	variables	variable	NOUN
educatio-15	127	7	and	and	CCONJ
educatio-15	127	8	probability	probability	NOUN
educatio-15	127	9	reasoning	reasoning	NOUN
educatio-15	127	10	does	do	AUX
educatio-15	127	11	not	not	PART
educatio-15	127	12	develop	develop	VERB
educatio-15	127	13	.	.	PUNCT
educatio-15	128	1	proportional	proportional	ADJ
educatio-15	128	2	reasoning	reasoning	NOUN
educatio-15	128	3	is	be	AUX
educatio-15	128	4	the	the	DET
educatio-15	128	5	ability	ability	NOUN
educatio-15	128	6	to	to	PART
educatio-15	128	7	understand	understand	VERB
educatio-15	128	8	the	the	DET
educatio-15	128	9	situation	situation	NOUN
educatio-15	128	10	of	of	ADP
educatio-15	128	11	the	the	DET
educatio-15	128	12	comparison	comparison	NOUN
educatio-15	128	13	.	.	PUNCT
educatio-15	129	1	in	in	ADP
educatio-15	129	2	the	the	DET
educatio-15	129	3	real	real	ADJ
educatio-15	129	4	world	world	NOUN
educatio-15	129	5	,	,	PUNCT
educatio-15	129	6	this	this	PRON
educatio-15	129	7	is	be	AUX
educatio-15	129	8	a	a	DET
educatio-15	129	9	major	major	ADJ
educatio-15	129	10	aspect	aspect	NOUN
educatio-15	129	11	of	of	ADP
educatio-15	129	12	many	many	ADJ
educatio-15	129	13	everyday	everyday	ADJ
educatio-15	129	14	tasks	task	NOUN
educatio-15	129	15	.	.	PUNCT
educatio-15	130	1	for	for	ADP
educatio-15	130	2	example	example	NOUN
educatio-15	130	3	,	,	PUNCT
educatio-15	130	4	making	make	VERB
educatio-15	130	5	a	a	DET
educatio-15	130	6	perfect	perfect	ADJ
educatio-15	130	7	cup	cup	NOUN
educatio-15	130	8	of	of	ADP
educatio-15	130	9	tea	tea	NOUN
educatio-15	130	10	with	with	ADP
educatio-15	130	11	the	the	DET
educatio-15	130	12	tea	tea	NOUN
educatio-15	130	13	bag	bag	NOUN
educatio-15	130	14	has	have	AUX
educatio-15	130	15	been	be	AUX
educatio-15	130	16	steeped	steep	VERB
educatio-15	130	17	ensure	ensure	VERB
educatio-15	130	18	for	for	ADP
educatio-15	130	19	the	the	DET
educatio-15	130	20	proper	proper	ADJ
educatio-15	130	21	amount	amount	NOUN
educatio-15	130	22	of	of	ADP
educatio-15	130	23	time	time	NOUN
educatio-15	130	24	and	and	CCONJ
educatio-15	130	25	the	the	DET
educatio-15	130	26	correct	correct	ADJ
educatio-15	130	27	amount	amount	NOUN
educatio-15	130	28	of	of	ADP
educatio-15	130	29	sugar	sugar	NOUN
educatio-15	130	30	and	and	CCONJ
educatio-15	130	31	milk	milk	NOUN
educatio-15	130	32	added	add	VERB
educatio-15	130	33	.	.	PUNCT
educatio-15	131	1	put	put	VERB
educatio-15	131	2	the	the	DET
educatio-15	131	3	right	right	ADJ
educatio-15	131	4	amount	amount	NOUN
educatio-15	131	5	of	of	ADP
educatio-15	131	6	detergent	detergent	NOUN
educatio-15	131	7	into	into	ADP
educatio-15	131	8	the	the	DET
educatio-15	131	9	wash	wash	NOUN
educatio-15	131	10	to	to	ADP
educatio-15	131	11	the	the	DET
educatio-15	131	12	amount	amount	NOUN
educatio-15	131	13	placed	place	VERB
educatio-15	131	14	into	into	ADP
educatio-15	131	15	the	the	DET
educatio-15	131	16	washing	washing	NOUN
educatio-15	131	17	machine	machine	NOUN
educatio-15	131	18	.	.	PUNCT
educatio-15	132	1	this	this	DET
educatio-15	132	2	reasoning	reasoning	NOUN
educatio-15	132	3	has	have	AUX
educatio-15	132	4	been	be	AUX
educatio-15	132	5	growing	grow	VERB
educatio-15	132	6	since	since	SCONJ
educatio-15	132	7	early	early	ADV
educatio-15	132	8	i.e.	i.e.	X
educatio-15	132	9	when	when	SCONJ
educatio-15	132	10	the	the	DET
educatio-15	132	11	concrete	concrete	ADJ
educatio-15	132	12	intellectual	intellectual	ADJ
educatio-15	132	13	development	development	NOUN
educatio-15	132	14	.	.	PUNCT
educatio-15	133	1	nevertheless	nevertheless	ADV
educatio-15	133	2	,	,	PUNCT
educatio-15	133	3	exercises	exercise	NOUN
educatio-15	133	4	for	for	ADP
educatio-15	133	5	the	the	DET
educatio-15	133	6	development	development	NOUN
educatio-15	133	7	of	of	ADP
educatio-15	133	8	proportional	proportional	ADJ
educatio-15	133	9	reasoning	reasoning	NOUN
educatio-15	133	10	remain	remain	VERB
educatio-15	133	11	to	to	PART
educatio-15	133	12	be	be	AUX
educatio-15	133	13	implemented	implement	VERB
educatio-15	133	14	,	,	PUNCT
educatio-15	133	15	as	as	SCONJ
educatio-15	133	16	indicated	indicate	VERB
educatio-15	133	17	by	by	ADP
educatio-15	133	18	the	the	DET
educatio-15	133	19	results	result	NOUN
educatio-15	133	20	of	of	ADP
educatio-15	133	21	the	the	DET
educatio-15	133	22	study	study	NOUN
educatio-15	133	23	that	that	SCONJ
educatio-15	133	24	the	the	DET
educatio-15	133	25	development	development	NOUN
educatio-15	133	26	of	of	ADP
educatio-15	133	27	proportional	proportional	ADJ
educatio-15	133	28	reasoning	reasoning	NOUN
educatio-15	133	29	consistently	consistently	ADV
educatio-15	133	30	better	well	ADV
educatio-15	133	31	seen	see	VERB
educatio-15	133	32	in	in	ADP
educatio-15	133	33	a	a	DET
educatio-15	133	34	matter	matter	NOUN
educatio-15	133	35	of	of	ADP
educatio-15	133	36	no	no	DET
educatio-15	133	37	1	1	NUM
educatio-15	133	38	and	and	CCONJ
educatio-15	133	39	no	no	DET
educatio-15	133	40	2	2	NUM
educatio-15	133	41	(	(	PUNCT
educatio-15	133	42	tab.3	tab.3	PROPN
educatio-15	133	43	)	)	PUNCT
educatio-15	133	44	using	use	VERB
educatio-15	133	45	vee	vee	PROPN
educatio-15	133	46	diagrams	diagram	NOUN
educatio-15	133	47	.	.	PUNCT
educatio-15	134	1	with	with	SCONJ
educatio-15	134	2	a	a	DET
educatio-15	134	3	vee	vee	PROPN
educatio-15	134	4	diagrams	diagram	NOUN
educatio-15	134	5	train	train	VERB
educatio-15	134	6	students	student	NOUN
educatio-15	134	7	to	to	PART
educatio-15	134	8	solve	solve	VERB
educatio-15	134	9	problems	problem	NOUN
educatio-15	134	10	in	in	ADP
educatio-15	134	11	proportion	proportion	NOUN
educatio-15	134	12	.	.	PUNCT
educatio-15	135	1	bernoulli	bernoulli	PROPN
educatio-15	135	2	(	(	PUNCT
educatio-15	135	3	in	in	ADP
educatio-15	135	4	batanero	batanero	PROPN
educatio-15	135	5	et	et	PROPN
educatio-15	135	6	al	al	PROPN
educatio-15	135	7	,	,	PUNCT
educatio-15	135	8	1994)11	1994)11	NUM
educatio-15	135	9	described	describe	VERB
educatio-15	135	10	that	that	SCONJ
educatio-15	135	11	the	the	DET
educatio-15	135	12	combinatorics	combinatoric	NOUN
educatio-15	135	13	as	as	ADP
educatio-15	135	14	art	art	NOUN
educatio-15	135	15	to	to	PART
educatio-15	135	16	mention	mention	VERB
educatio-15	135	17	all	all	DET
educatio-15	135	18	9	9	NUM
educatio-15	135	19	r.	r.	PROPN
educatio-15	135	20	thiessen	thiessen	PROPN
educatio-15	135	21	,	,	PUNCT
educatio-15	135	22	―the	―the	PRON
educatio-15	135	23	vee	vee	PROPN
educatio-15	135	24	diagram	diagram	PROPN
educatio-15	135	25	:	:	PUNCT
educatio-15	135	26	a	a	DET
educatio-15	135	27	guide	guide	NOUN
educatio-15	135	28	for	for	ADP
educatio-15	135	29	problem	problem	NOUN
educatio-15	135	30	solving,‖	solving,‖	PROPN
educatio-15	135	31	aims	aim	VERB
educatio-15	135	32	newsletter	newsletter	NOUN
educatio-15	135	33	,	,	PUNCT
educatio-15	135	34	may	may	PROPN
educatio-15	135	35	-	-	PUNCT
educatio-15	135	36	june	june	PROPN
educatio-15	135	37	,	,	PUNCT
educatio-15	135	38	1993	1993	NUM
educatio-15	135	39	.	.	PUNCT
educatio-15	136	1	10	10	NUM
educatio-15	136	2	g.	g.	PROPN
educatio-15	136	3	j.	j.	PROPN
educatio-15	136	4	calais	calais	PROPN
educatio-15	136	5	,	,	PUNCT
educatio-15	136	6	―the	―the	DET
educatio-15	136	7	vee	vee	PROPN
educatio-15	136	8	diagram	diagram	PROPN
educatio-15	136	9	as	as	ADP
educatio-15	136	10	a	a	DET
educatio-15	136	11	problem	problem	NOUN
educatio-15	136	12	solving	solve	VERB
educatio-15	136	13	strategy	strategy	NOUN
educatio-15	136	14	:	:	PUNCT
educatio-15	136	15	content	content	NOUN
educatio-15	136	16	area	area	NOUN
educatio-15	136	17	reading	reading	NOUN
educatio-15	136	18	/	/	PUNCT
educatio-15	136	19	writing	write	VERB
educatio-15	136	20	implications,‖	implications,‖	PROPN
educatio-15	136	21	national	national	PROPN
educatio-15	136	22	forum	forum	PROPN
educatio-15	136	23	teacher	teacher	PROPN
educatio-15	136	24	education	education	PROPN
educatio-15	136	25	journal	journal	PROPN
educatio-15	136	26	19	19	NUM
educatio-15	136	27	,	,	PUNCT
educatio-15	136	28	no	no	INTJ
educatio-15	136	29	.	.	NOUN
educatio-15	136	30	3	3	NUM
educatio-15	136	31	(	(	PUNCT
educatio-15	136	32	2009	2009	NUM
educatio-15	136	33	)	)	PUNCT
educatio-15	136	34	.	.	PUNCT
educatio-15	137	1	11	11	NUM
educatio-15	137	2	c.	c.	PROPN
educatio-15	137	3	batanero	batanero	PROPN
educatio-15	137	4	,	,	PUNCT
educatio-15	137	5	juan	juan	PROPN
educatio-15	137	6	d.	d.	PROPN
educatio-15	137	7	g.	g.	PROPN
educatio-15	137	8	,	,	PUNCT
educatio-15	137	9	and	and	CCONJ
educatio-15	137	10	virginia	virginia	PROPN
educatio-15	137	11	n.	n.	PROPN
educatio-15	137	12	p.	p.	PROPN
educatio-15	137	13	,	,	PUNCT
educatio-15	137	14	―the	―the	DET
educatio-15	137	15	assessment	assessment	NOUN
educatio-15	137	16	challenge	challenge	NOUN
educatio-15	137	17	in	in	ADP
educatio-15	137	18	statistics	statistic	NOUN
educatio-15	137	19	education‖	education‖	PROPN
educatio-15	137	20	purwati	purwati	PROPN
educatio-15	137	21	kuswarini	kuswarini	PROPN
educatio-15	137	22	suprapto	suprapto	PROPN
educatio-15	137	23	&	&	CCONJ
educatio-15	137	24	lilis	lilis	PROPN
educatio-15	137	25	rahmawati	rahmawati	PROPN
educatio-15	137	26	the	the	DET
educatio-15	137	27	inf	inf	PROPN
educatio-15	137	28	luences	luence	NOUN
educatio-15	137	29	of	of	ADP
educatio-15	137	30	vee	vee	PROPN
educatio-15	137	31	diagram	diagram	PROPN
educatio-15	137	32	on	on	ADP
educatio-15	137	33	animal	animal	NOUN
educatio-15	137	34	ecology	ecology	NOUN
educatio-15	137	35	lab	lab	NOUN
educatio-15	137	36	to	to	ADP
educatio-15	137	37	learning	learn	VERB
educatio-15	137	38	outcomes	outcome	NOUN
educatio-15	137	39	and	and	CCONJ
educatio-15	137	40	logical	logical	ADJ
educatio-15	137	41	thinking	thinking	NOUN
educatio-15	137	42	volume	volume	NOUN
educatio-15	137	43	2	2	NUM
educatio-15	137	44	,	,	PUNCT
educatio-15	137	45	number	number	NOUN
educatio-15	137	46	2	2	NUM
educatio-15	137	47	,	,	PUNCT
educatio-15	137	48	november	november	PROPN
educatio-15	137	49	2017	2017	NUM
educatio-15	137	50	|	|	ADV
educatio-15	137	51	198	198	NUM
educatio-15	137	52	zzzzzz	zzzzzz	NOUN
educatio-15	137	53	the	the	DET
educatio-15	137	54	possible	possible	ADJ
educatio-15	137	55	ways	way	NOUN
educatio-15	137	56	in	in	ADP
educatio-15	137	57	which	which	PRON
educatio-15	137	58	a	a	DET
educatio-15	137	59	certain	certain	ADJ
educatio-15	137	60	number	number	NOUN
educatio-15	137	61	of	of	ADP
educatio-15	137	62	objects	object	NOUN
educatio-15	137	63	can	can	AUX
educatio-15	137	64	be	be	AUX
educatio-15	137	65	mixed	mixed	ADJ
educatio-15	137	66	and	and	CCONJ
educatio-15	137	67	combined	combine	VERB
educatio-15	137	68	so	so	SCONJ
educatio-15	137	69	as	as	SCONJ
educatio-15	137	70	to	to	PART
educatio-15	137	71	ensure	ensure	VERB
educatio-15	137	72	the	the	DET
educatio-15	137	73	results	result	NOUN
educatio-15	137	74	are	be	AUX
educatio-15	137	75	possible	possible	ADJ
educatio-15	137	76	.	.	PUNCT
educatio-15	138	1	according	accord	VERB
educatio-15	138	2	batanero	batanero	NOUN
educatio-15	138	3	,	,	PUNCT
educatio-15	138	4	which	which	PRON
educatio-15	138	5	was	be	AUX
educatio-15	138	6	included	include	VERB
educatio-15	138	7	in	in	ADP
educatio-15	138	8	combinatorics	combinatoric	NOUN
educatio-15	138	9	i.e.	i.e.	X
educatio-15	138	10	combinations	combination	NOUN
educatio-15	138	11	,	,	PUNCT
educatio-15	138	12	permutations	permutation	NOUN
educatio-15	138	13	,	,	PUNCT
educatio-15	138	14	concepts	concept	NOUN
educatio-15	138	15	,	,	PUNCT
educatio-15	138	16	formulas	formula	NOUN
educatio-15	138	17	,	,	PUNCT
educatio-15	138	18	sampling	sample	VERB
educatio-15	138	19	models	model	NOUN
educatio-15	138	20	,	,	PUNCT
educatio-15	138	21	distribution	distribution	NOUN
educatio-15	138	22	models	model	NOUN
educatio-15	138	23	,	,	PUNCT
educatio-15	138	24	reimbursement	reimbursement	NOUN
educatio-15	138	25	and	and	CCONJ
educatio-15	138	26	applications	application	NOUN
educatio-15	138	27	.	.	PUNCT
educatio-15	139	1	the	the	DET
educatio-15	139	2	results	result	NOUN
educatio-15	139	3	showed	show	VERB
educatio-15	139	4	that	that	SCONJ
educatio-15	139	5	learning	learn	VERB
educatio-15	139	6	using	use	VERB
educatio-15	139	7	vee	vee	PROPN
educatio-15	139	8	diagram	diagram	PROPN
educatio-15	139	9	combinatorics	combinatoric	NOUN
educatio-15	139	10	stimulate	stimulate	VERB
educatio-15	139	11	the	the	DET
educatio-15	139	12	development	development	NOUN
educatio-15	139	13	of	of	ADP
educatio-15	139	14	better	well	ADJ
educatio-15	139	15	reasoning	reasoning	NOUN
educatio-15	139	16	compared	compare	VERB
educatio-15	139	17	with	with	ADP
educatio-15	139	18	the	the	DET
educatio-15	139	19	control	control	NOUN
educatio-15	139	20	.	.	PUNCT
educatio-15	140	1	the	the	DET
educatio-15	140	2	activities	activity	NOUN
educatio-15	140	3	of	of	ADP
educatio-15	140	4	the	the	DET
educatio-15	140	5	event	event	NOUN
educatio-15	140	6	or	or	CCONJ
educatio-15	140	7	designing	designing	NOUN
educatio-15	140	8	experiments	experiment	NOUN
educatio-15	140	9	,	,	PUNCT
educatio-15	140	10	making	make	VERB
educatio-15	140	11	the	the	DET
educatio-15	140	12	data	data	NOUN
educatio-15	140	13	transformation	transformation	NOUN
educatio-15	140	14	makes	make	VERB
educatio-15	140	15	inclusion	inclusion	NOUN
educatio-15	140	16	in	in	ADP
educatio-15	140	17	the	the	DET
educatio-15	140	18	form	form	NOUN
educatio-15	140	19	of	of	ADP
educatio-15	140	20	knowledge	knowledge	NOUN
educatio-15	140	21	claims	claim	NOUN
educatio-15	140	22	and	and	CCONJ
educatio-15	140	23	value	value	NOUN
educatio-15	140	24	claims	claim	NOUN
educatio-15	140	25	in	in	ADP
educatio-15	140	26	the	the	DET
educatio-15	140	27	vee	vee	PROPN
educatio-15	140	28	diagrams	diagram	NOUN
educatio-15	140	29	can	can	AUX
educatio-15	140	30	help	help	VERB
educatio-15	140	31	improve	improve	VERB
educatio-15	140	32	the	the	DET
educatio-15	140	33	ability	ability	NOUN
educatio-15	140	34	of	of	ADP
educatio-15	140	35	reasoning	reason	VERB
educatio-15	140	36	combinatorics	combinatoric	NOUN
educatio-15	140	37	.	.	PUNCT
educatio-15	141	1	thus	thus	ADV
educatio-15	141	2	,	,	PUNCT
educatio-15	141	3	vee	vee	PROPN
educatio-15	141	4	diagrams	diagram	NOUN
educatio-15	141	5	can	can	AUX
educatio-15	141	6	assist	assist	VERB
educatio-15	141	7	students	student	NOUN
educatio-15	141	8	in	in	ADP
educatio-15	141	9	combining	combine	VERB
educatio-15	141	10	several	several	ADJ
educatio-15	141	11	factors	factor	NOUN
educatio-15	141	12	for	for	ADP
educatio-15	141	13	the	the	DET
educatio-15	141	14	solution	solution	NOUN
educatio-15	141	15	of	of	ADP
educatio-15	141	16	problems	problem	NOUN
educatio-15	141	17	encountered	encounter	VERB
educatio-15	141	18	in	in	ADP
educatio-15	141	19	everyday	everyday	ADJ
educatio-15	141	20	life	life	NOUN
educatio-15	141	21	.	.	PUNCT
educatio-15	142	1	correlational	correlational	ADJ
educatio-15	142	2	reasoning	reasoning	NOUN
educatio-15	142	3	is	be	AUX
educatio-15	142	4	defined	define	VERB
educatio-15	142	5	as	as	SCONJ
educatio-15	142	6	the	the	DET
educatio-15	142	7	mindset	mindset	NOUN
educatio-15	142	8	of	of	ADP
educatio-15	142	9	the	the	DET
educatio-15	142	10	individual	individual	NOUN
educatio-15	142	11	is	be	AUX
educatio-15	142	12	used	use	VERB
educatio-15	142	13	to	to	PART
educatio-15	142	14	determine	determine	VERB
educatio-15	142	15	the	the	DET
educatio-15	142	16	strength	strength	NOUN
educatio-15	142	17	of	of	ADP
educatio-15	142	18	the	the	DET
educatio-15	142	19	mutual	mutual	ADJ
educatio-15	142	20	or	or	CCONJ
educatio-15	142	21	reciprocal	reciprocal	ADJ
educatio-15	142	22	relationship	relationship	NOUN
educatio-15	142	23	between	between	ADP
educatio-15	142	24	variables	variable	NOUN
educatio-15	142	25	.	.	PUNCT
educatio-15	143	1	correlational	correlational	ADJ
educatio-15	143	2	reasoning	reasoning	NOUN
educatio-15	143	3	is	be	AUX
educatio-15	143	4	the	the	DET
educatio-15	143	5	basis	basis	NOUN
educatio-15	143	6	for	for	ADP
educatio-15	143	7	the	the	DET
educatio-15	143	8	establishment	establishment	NOUN
educatio-15	143	9	of	of	ADP
educatio-15	143	10	relations	relation	NOUN
educatio-15	143	11	between	between	ADP
educatio-15	143	12	variables	variable	NOUN
educatio-15	143	13	;	;	PUNCT
educatio-15	143	14	the	the	DET
educatio-15	143	15	relationship	relationship	NOUN
educatio-15	143	16	allows	allow	VERB
educatio-15	143	17	for	for	ADP
educatio-15	143	18	predictions	prediction	NOUN
educatio-15	143	19	for	for	ADP
educatio-15	143	20	scientific	scientific	ADJ
educatio-15	143	21	exploration.12	exploration.12	PROPN
educatio-15	143	22	correlational	correlational	ADJ
educatio-15	143	23	reasoning	reasoning	NOUN
educatio-15	143	24	in	in	ADP
educatio-15	143	25	this	this	DET
educatio-15	143	26	study	study	NOUN
educatio-15	143	27	showed	show	VERB
educatio-15	143	28	there	there	PRON
educatio-15	143	29	was	be	VERB
educatio-15	143	30	a	a	DET
educatio-15	143	31	tendency	tendency	NOUN
educatio-15	143	32	to	to	PART
educatio-15	143	33	use	use	VERB
educatio-15	143	34	vee	vee	PROPN
educatio-15	143	35	diagrams	diagram	NOUN
educatio-15	143	36	better	well	ADV
educatio-15	143	37	compared	compare	VERB
educatio-15	143	38	with	with	ADP
educatio-15	143	39	controls	control	NOUN
educatio-15	143	40	.	.	PUNCT
educatio-15	144	1	attributing	attribute	VERB
educatio-15	144	2	activity	activity	NOUN
educatio-15	144	3	on	on	ADP
educatio-15	144	4	component	component	NOUN
educatio-15	144	5	relationships	relationship	NOUN
educatio-15	144	6	and	and	CCONJ
educatio-15	144	7	concepts	concept	NOUN
educatio-15	144	8	to	to	PART
educatio-15	144	9	train	train	VERB
educatio-15	144	10	students	student	NOUN
educatio-15	144	11	to	to	PART
educatio-15	144	12	improve	improve	VERB
educatio-15	144	13	correlational	correlational	ADJ
educatio-15	144	14	reasoning	reasoning	NOUN
educatio-15	144	15	abilities	ability	NOUN
educatio-15	144	16	.	.	PUNCT
educatio-15	145	1	vee	vee	PROPN
educatio-15	145	2	diagrams	diagram	NOUN
educatio-15	145	3	in	in	ADP
educatio-15	145	4	this	this	DET
educatio-15	145	5	study	study	NOUN
educatio-15	145	6	could	could	AUX
educatio-15	145	7	not	not	PART
educatio-15	145	8	boost	boost	VERB
educatio-15	145	9	the	the	DET
educatio-15	145	10	ability	ability	NOUN
educatio-15	145	11	of	of	ADP
educatio-15	145	12	control	control	NOUN
educatio-15	145	13	variables	variable	NOUN
educatio-15	145	14	and	and	CCONJ
educatio-15	145	15	probability	probability	NOUN
educatio-15	145	16	reasoning	reasoning	NOUN
educatio-15	145	17	,	,	PUNCT
educatio-15	145	18	because	because	SCONJ
educatio-15	145	19	it	it	PRON
educatio-15	145	20	was	be	AUX
educatio-15	145	21	not	not	PART
educatio-15	145	22	deep	deep	ADJ
educatio-15	145	23	vee	vee	PROPN
educatio-15	145	24	diagrams	diagram	NOUN
educatio-15	145	25	determine	determine	VERB
educatio-15	145	26	vari	vari	ADJ
educatio-15	145	27	-	-	PUNCT
educatio-15	145	28	observation	observation	NOUN
educatio-15	145	29	variable	variable	NOUN
educatio-15	145	30	,	,	PUNCT
educatio-15	145	31	and	and	CCONJ
educatio-15	145	32	less	less	ADJ
educatio-15	145	33	to	to	PART
educatio-15	145	34	train	train	VERB
educatio-15	145	35	students	student	NOUN
educatio-15	145	36	to	to	PART
educatio-15	145	37	seek	seek	VERB
educatio-15	145	38	opportunities	opportunity	NOUN
educatio-15	145	39	or	or	CCONJ
educatio-15	145	40	any	any	DET
educatio-15	145	41	other	other	ADJ
educatio-15	145	42	possibility	possibility	NOUN
educatio-15	145	43	in	in	ADP
educatio-15	145	44	solving	solve	VERB
educatio-15	145	45	problems	problem	NOUN
educatio-15	145	46	.	.	PUNCT
educatio-15	146	1	reasoning	reason	VERB
educatio-15	146	2	(	(	PUNCT
educatio-15	146	3	reasoning	reasoning	NOUN
educatio-15	146	4	)	)	PUNCT
educatio-15	146	5	is	be	AUX
educatio-15	146	6	a	a	DET
educatio-15	146	7	general	general	ADJ
educatio-15	146	8	concept	concept	NOUN
educatio-15	146	9	that	that	PRON
educatio-15	146	10	refers	refer	VERB
educatio-15	146	11	to	to	ADP
educatio-15	146	12	one	one	NUM
educatio-15	146	13	of	of	ADP
educatio-15	146	14	the	the	DET
educatio-15	146	15	thought	thought	NOUN
educatio-15	146	16	process	process	NOUN
educatio-15	146	17	to	to	PART
educatio-15	146	18	come	come	VERB
educatio-15	146	19	to	to	ADP
educatio-15	146	20	a	a	DET
educatio-15	146	21	conclusion	conclusion	NOUN
educatio-15	146	22	as	as	ADP
educatio-15	146	23	a	a	DET
educatio-15	146	24	new	new	ADJ
educatio-15	146	25	statement	statement	NOUN
educatio-15	146	26	of	of	ADP
educatio-15	146	27	some	some	DET
educatio-15	146	28	other	other	ADJ
educatio-15	146	29	statements	statement	NOUN
educatio-15	146	30	which	which	PRON
educatio-15	146	31	are	be	AUX
educatio-15	146	32	already	already	ADV
educatio-15	146	33	known	know	VERB
educatio-15	146	34	.	.	PUNCT
educatio-15	147	1	copi	copi	PROPN
educatio-15	147	2	(	(	PUNCT
educatio-15	147	3	1986	1986	NUM
educatio-15	147	4	)	)	PUNCT
educatio-15	147	5	refer	refer	VERB
educatio-15	147	6	to	to	ADP
educatio-15	147	7	a	a	DET
educatio-15	147	8	specific	specific	ADJ
educatio-15	147	9	way	way	NOUN
educatio-15	147	10	of	of	ADP
educatio-15	147	11	thinking	thinking	NOUN
educatio-15	147	12	reasoning	reasoning	NOUN
educatio-15	147	13	as	as	SCONJ
educatio-15	147	14	to	to	PART
educatio-15	147	15	draw	draw	VERB
educatio-15	147	16	conclusions	conclusion	NOUN
educatio-15	147	17	from	from	ADP
educatio-15	147	18	premises	premise	NOUN
educatio-15	147	19	.	.	PUNCT
educatio-15	148	1	piaget	piaget	NOUN
educatio-15	148	2	(	(	PUNCT
educatio-15	148	3	1964	1964	NUM
educatio-15	148	4	)	)	PUNCT
educatio-15	148	5	provides	provide	VERB
educatio-15	148	6	an	an	DET
educatio-15	148	7	overview	overview	NOUN
educatio-15	148	8	of	of	ADP
educatio-15	148	9	the	the	DET
educatio-15	148	10	intellectual	intellectual	ADJ
educatio-15	148	11	system	system	NOUN
educatio-15	148	12	of	of	ADP
educatio-15	148	13	children	child	NOUN
educatio-15	148	14	at	at	ADP
educatio-15	148	15	developmental	developmental	ADJ
educatio-15	148	16	stages	stage	NOUN
educatio-15	148	17	that	that	PRON
educatio-15	148	18	describe	describe	VERB
educatio-15	148	19	the	the	DET
educatio-15	148	20	extent	extent	NOUN
educatio-15	148	21	of	of	ADP
educatio-15	148	22	its	its	PRON
educatio-15	148	23	reasoning	reasoning	NOUN
educatio-15	148	24	,	,	PUNCT
educatio-15	148	25	namely	namely	ADV
educatio-15	148	26	(	(	PUNCT
educatio-15	148	27	a	a	X
educatio-15	148	28	)	)	PUNCT
educatio-15	148	29	the	the	DET
educatio-15	148	30	sensory	sensory	ADJ
educatio-15	148	31	motor	motor	NOUN
educatio-15	148	32	(	(	PUNCT
educatio-15	148	33	0	0	NUM
educatio-15	148	34	-	-	SYM
educatio-15	148	35	2	2	NUM
educatio-15	148	36	years	year	NOUN
educatio-15	148	37	)	)	PUNCT
educatio-15	148	38	,	,	PUNCT
educatio-15	148	39	(	(	PUNCT
educatio-15	148	40	b	b	X
educatio-15	148	41	)	)	PUNCT
educatio-15	148	42	preoperational	preoperational	NOUN
educatio-15	148	43	(	(	PUNCT
educatio-15	148	44	2	2	NUM
educatio-15	148	45	-	-	SYM
educatio-15	148	46	7	7	NUM
educatio-15	148	47	years	year	NOUN
educatio-15	148	48	)	)	PUNCT
educatio-15	148	49	,	,	PUNCT
educatio-15	148	50	(	(	PUNCT
educatio-15	148	51	c	c	X
educatio-15	148	52	)	)	PUNCT
educatio-15	148	53	the	the	DET
educatio-15	148	54	concrete	concrete	ADJ
educatio-15	148	55	operational	operational	ADJ
educatio-15	148	56	(	(	PUNCT
educatio-15	148	57	7	7	NUM
educatio-15	148	58	-	-	SYM
educatio-15	148	59	11	11	NUM
educatio-15	148	60	years	year	NOUN
educatio-15	148	61	)	)	PUNCT
educatio-15	148	62	and	and	CCONJ
educatio-15	148	63	(	(	PUNCT
educatio-15	148	64	d	d	X
educatio-15	148	65	)	)	PUNCT
educatio-15	148	66	formal	formal	ADJ
educatio-15	148	67	operations	operation	NOUN
educatio-15	148	68	(	(	PUNCT
educatio-15	148	69	11	11	NUM
educatio-15	148	70	and	and	CCONJ
educatio-15	148	71	over	over	ADP
educatio-15	148	72	)	)	PUNCT
educatio-15	148	73	.	.	PUNCT
educatio-15	149	1	the	the	DET
educatio-15	149	2	results	result	NOUN
educatio-15	149	3	showed	show	VERB
educatio-15	149	4	that	that	SCONJ
educatio-15	149	5	the	the	DET
educatio-15	149	6	percentage	percentage	NOUN
educatio-15	149	7	of	of	ADP
educatio-15	149	8	students	student	NOUN
educatio-15	149	9	who	who	PRON
educatio-15	149	10	were	be	AUX
educatio-15	149	11	included	include	VERB
educatio-15	149	12	in	in	ADP
educatio-15	149	13	the	the	DET
educatio-15	149	14	lower	low	ADJ
educatio-15	149	15	concrete	concrete	ADJ
educatio-15	149	16	operational	operational	ADJ
educatio-15	149	17	on	on	ADP
educatio-15	149	18	student	student	NOUN
educatio-15	149	19	learning	learning	NOUN
educatio-15	149	20	using	use	VERB
educatio-15	149	21	vee	vee	PROPN
educatio-15	149	22	diagram	diagram	PROPN
educatio-15	149	23	(	(	PUNCT
educatio-15	149	24	tab	tab	NOUN
educatio-15	149	25	.	.	PUNCT
educatio-15	149	26	4	4	NUM
educatio-15	149	27	)	)	PUNCT
educatio-15	149	28	.	.	PUNCT
educatio-15	150	1	in	in	ADP
educatio-15	150	2	the	the	DET
educatio-15	150	3	transitional	transitional	ADJ
educatio-15	150	4	stage	stage	NOUN
educatio-15	150	5	of	of	ADP
educatio-15	150	6	development	development	NOUN
educatio-15	150	7	,	,	PUNCT
educatio-15	150	8	students	student	NOUN
educatio-15	150	9	with	with	ADP
educatio-15	150	10	learning	learn	VERB
educatio-15	150	11	vee	vee	PROPN
educatio-15	150	12	diagrams	diagram	NOUN
educatio-15	150	13	higher	high	ADJ
educatio-15	150	14	than	than	ADP
educatio-15	150	15	controls	control	NOUN
educatio-15	150	16	.	.	PUNCT
educatio-15	151	1	in	in	ADP
educatio-15	151	2	the	the	DET
educatio-15	151	3	formal	formal	ADJ
educatio-15	151	4	operational	operational	ADJ
educatio-15	151	5	intellectual	intellectual	ADJ
educatio-15	151	6	development	development	NOUN
educatio-15	151	7	of	of	ADP
educatio-15	151	8	students	student	NOUN
educatio-15	151	9	with	with	ADP
educatio-15	151	10	learning	learn	VERB
educatio-15	151	11	vee	vee	PROPN
educatio-15	151	12	diagrams	diagram	NOUN
educatio-15	151	13	higher	high	ADJ
educatio-15	151	14	than	than	ADP
educatio-15	151	15	controls	control	NOUN
educatio-15	151	16	.	.	PUNCT
educatio-15	152	1	thus	thus	ADV
educatio-15	152	2	,	,	PUNCT
educatio-15	152	3	learning	learn	VERB
educatio-15	152	4	by	by	ADP
educatio-15	152	5	using	use	VERB
educatio-15	152	6	vee	vee	PROPN
educatio-15	152	7	diagrams	diagram	NOUN
educatio-15	152	8	tend	tend	VERB
educatio-15	152	9	to	to	PART
educatio-15	152	10	improve	improve	VERB
educatio-15	152	11	the	the	DET
educatio-15	152	12	operational	operational	ADJ
educatio-15	152	13	stage	stage	NOUN
educatio-15	152	14	of	of	ADP
educatio-15	152	15	development	development	NOUN
educatio-15	152	16	of	of	ADP
educatio-15	152	17	the	the	DET
educatio-15	152	18	student	student	NOUN
educatio-15	152	19	.	.	PUNCT
educatio-15	153	1	concrete	concrete	ADJ
educatio-15	153	2	operational	operational	ADJ
educatio-15	153	3	development	development	NOUN
educatio-15	153	4	,	,	PUNCT
educatio-15	153	5	are	be	AUX
educatio-15	153	6	:	:	PUNCT
educatio-15	153	7	1	1	X
educatio-15	153	8	)	)	PUNCT
educatio-15	153	9	ordering	ordering	NOUN
educatio-15	153	10	,	,	PUNCT
educatio-15	153	11	namely	namely	ADV
educatio-15	153	12	the	the	DET
educatio-15	153	13	ability	ability	NOUN
educatio-15	153	14	to	to	PART
educatio-15	153	15	sort	sort	VERB
educatio-15	153	16	objects	object	NOUN
educatio-15	153	17	according	accord	VERB
educatio-15	153	18	to	to	ADP
educatio-15	153	19	size	size	NOUN
educatio-15	153	20	,	,	PUNCT
educatio-15	153	21	shape	shape	NOUN
educatio-15	153	22	,	,	PUNCT
educatio-15	153	23	or	or	CCONJ
educatio-15	153	24	any	any	DET
educatio-15	153	25	other	other	ADJ
educatio-15	153	26	characteristic	characteristic	NOUN
educatio-15	153	27	.	.	PUNCT
educatio-15	154	1	2	2	X
educatio-15	154	2	)	)	PUNCT
educatio-15	154	3	classification	classification	NOUN
educatio-15	154	4	,	,	PUNCT
educatio-15	154	5	i.e.	i.e.	X
educatio-15	154	6	the	the	DET
educatio-15	154	7	ability	ability	NOUN
educatio-15	154	8	to	to	PART
educatio-15	154	9	name	name	VERB
educatio-15	154	10	and	and	CCONJ
educatio-15	154	11	identify	identify	VERB
educatio-15	154	12	a	a	DET
educatio-15	154	13	set	set	NOUN
educatio-15	154	14	of	of	ADP
educatio-15	154	15	objects	object	NOUN
educatio-15	154	16	according	accord	VERB
educatio-15	154	17	to	to	ADP
educatio-15	154	18	appearance	appearance	NOUN
educatio-15	154	19	,	,	PUNCT
educatio-15	154	20	size	size	NOUN
educatio-15	154	21	,	,	PUNCT
educatio-15	154	22	or	or	CCONJ
educatio-15	154	23	other	other	ADJ
educatio-15	154	24	characteristics	characteristic	NOUN
educatio-15	154	25	,	,	PUNCT
educatio-15	154	26	including	include	VERB
educatio-15	154	27	the	the	DET
educatio-15	154	28	idea	idea	NOUN
educatio-15	154	29	that	that	SCONJ
educatio-15	154	30	a	a	DET
educatio-15	154	31	series	series	NOUN
educatio-15	154	32	of	of	ADP
educatio-15	154	33	objects	object	NOUN
educatio-15	154	34	can	can	AUX
educatio-15	154	35	include	include	VERB
educatio-15	154	36	other	other	ADJ
educatio-15	154	37	objects	object	NOUN
educatio-15	154	38	in	in	ADP
educatio-15	154	39	the	the	DET
educatio-15	154	40	series	series	NOUN
educatio-15	154	41	.	.	PUNCT
educatio-15	155	1	3	3	X
educatio-15	155	2	)	)	PUNCT
educatio-15	155	3	decentering	decentering	NOUN
educatio-15	155	4	,	,	PUNCT
educatio-15	155	5	the	the	DET
educatio-15	155	6	child	child	NOUN
educatio-15	155	7	begins	begin	VERB
educatio-15	155	8	to	to	PART
educatio-15	155	9	consider	consider	VERB
educatio-15	155	10	some	some	DET
educatio-15	155	11	aspects	aspect	NOUN
educatio-15	155	12	of	of	ADP
educatio-15	155	13	a	a	DET
educatio-15	155	14	problem	problem	NOUN
educatio-15	155	15	to	to	PART
educatio-15	155	16	be	be	AUX
educatio-15	155	17	solve	solve	NOUN
educatio-15	155	18	.	.	PUNCT
educatio-15	156	1	4	4	X
educatio-15	156	2	)	)	PUNCT
educatio-15	156	3	reversibility	reversibility	NOUN
educatio-15	156	4	that	that	PRON
educatio-15	156	5	children	child	NOUN
educatio-15	156	6	begin	begin	VERB
educatio-15	156	7	to	to	PART
educatio-15	156	8	understand	understand	VERB
educatio-15	156	9	that	that	SCONJ
educatio-15	156	10	numbers	number	NOUN
educatio-15	156	11	or	or	CCONJ
educatio-15	156	12	objects	object	NOUN
educatio-15	156	13	can	can	AUX
educatio-15	156	14	be	be	AUX
educatio-15	156	15	changed	change	VERB
educatio-15	156	16	,	,	PUNCT
educatio-15	156	17	then	then	ADV
educatio-15	156	18	returned	return	VERB
educatio-15	156	19	to	to	ADP
educatio-15	156	20	its	its	PRON
educatio-15	156	21	initial	initial	ADJ
educatio-15	156	22	state	state	NOUN
educatio-15	156	23	.	.	PUNCT
educatio-15	157	1	5	5	X
educatio-15	157	2	)	)	PUNCT
educatio-15	157	3	creation	creation	NOUN
educatio-15	157	4	,	,	PUNCT
educatio-15	157	5	which	which	PRON
educatio-15	157	6	understand	understand	VERB
educatio-15	157	7	that	that	SCONJ
educatio-15	157	8	the	the	DET
educatio-15	157	9	quantity	quantity	NOUN
educatio-15	157	10	,	,	PUNCT
educatio-15	157	11	length	length	NOUN
educatio-15	157	12	,	,	PUNCT
educatio-15	157	13	or	or	CCONJ
educatio-15	157	14	the	the	DET
educatio-15	157	15	number	number	NOUN
educatio-15	157	16	of	of	ADP
educatio-15	157	17	objects	object	NOUN
educatio-15	157	18	was	be	AUX
educatio-15	157	19	not	not	PART
educatio-15	157	20	related	relate	VERB
educatio-15	157	21	to	to	ADP
educatio-15	157	22	the	the	DET
educatio-15	157	23	arrangement	arrangement	NOUN
educatio-15	157	24	or	or	CCONJ
educatio-15	157	25	appearance	appearance	NOUN
educatio-15	157	26	of	of	ADP
educatio-15	157	27	the	the	DET
educatio-15	157	28	object	object	NOUN
educatio-15	157	29	or	or	CCONJ
educatio-15	157	30	the	the	DET
educatio-15	157	31	objects	object	NOUN
educatio-15	157	32	.	.	PUNCT
educatio-15	158	1	6	6	NUM
educatio-15	158	2	)	)	PUNCT
educatio-15	158	3	elimination	elimination	NOUN
educatio-15	158	4	of	of	ADP
educatio-15	158	5	egocentrism	egocentrism	NOUN
educatio-15	158	6	,	,	PUNCT
educatio-15	158	7	i.e.	i.e.	X
educatio-15	158	8	the	the	DET
educatio-15	158	9	(	(	PUNCT
educatio-15	158	10	university	university	NOUN
educatio-15	158	11	of	of	ADP
educatio-15	158	12	granada	granada	PROPN
educatio-15	158	13	)	)	PUNCT
educatio-15	158	14	,	,	PUNCT
educatio-15	158	15	http://www.stat.auckland.ac.nz/~iase/	http://www.stat.auckland.ac.nz/~iase/	PROPN
educatio-15	158	16	publications	publication	NOUN
educatio-15	158	17	/	/	SYM
educatio-15	158	18	assessbkref	assessbkref	ADJ
educatio-15	158	19	12	12	NUM
educatio-15	158	20	lawson	lawson	PROPN
educatio-15	158	21	a.	a.	PROPN
educatio-15	158	22	e.	e.	PROPN
educatio-15	158	23	,	,	PUNCT
educatio-15	158	24	adi	adi	PROPN
educatio-15	158	25	h.	h.	PROPN
educatio-15	158	26	,	,	PUNCT
educatio-15	158	27	and	and	CCONJ
educatio-15	158	28	karplus	karplus	PROPN
educatio-15	158	29	r.	r.	PROPN
educatio-15	158	30	,	,	PUNCT
educatio-15	158	31	―development	―development	NOUN
educatio-15	158	32	of	of	ADP
educatio-15	158	33	correlational	correlational	ADJ
educatio-15	158	34	reasoning	reasoning	NOUN
educatio-15	158	35	in	in	ADP
educatio-15	158	36	secondary	secondary	ADJ
educatio-15	158	37	schools	school	NOUN
educatio-15	158	38	:	:	PUNCT
educatio-15	158	39	do	do	AUX
educatio-15	158	40	biology	biology	NOUN
educatio-15	158	41	courses	course	NOUN
educatio-15	158	42	make	make	VERB
educatio-15	158	43	a	a	DET
educatio-15	158	44	difference?,‖	difference?,‖	NOUN
educatio-15	158	45	the	the	DET
educatio-15	158	46	american	american	ADJ
educatio-15	158	47	biology	biology	NOUN
educatio-15	158	48	teacher	teacher	NOUN
educatio-15	158	49	41	41	NUM
educatio-15	158	50	,	,	PUNCT
educatio-15	158	51	(	(	PUNCT
educatio-15	158	52	1979	1979	NUM
educatio-15	158	53	):	):	PUNCT
educatio-15	158	54	420	420	NUM
educatio-15	158	55	-	-	SYM
educatio-15	158	56	425	425	NUM
educatio-15	158	57	.	.	PUNCT
educatio-15	158	58	purwati	purwati	PROPN
educatio-15	158	59	kuswarini	kuswarini	PROPN
educatio-15	158	60	suprapto	suprapto	PROPN
educatio-15	158	61	&	&	CCONJ
educatio-15	158	62	lilis	lilis	PROPN
educatio-15	158	63	rahmawati	rahmawati	PROPN
educatio-15	158	64	the	the	DET
educatio-15	158	65	inf	inf	PROPN
educatio-15	158	66	luences	luence	NOUN
educatio-15	158	67	of	of	ADP
educatio-15	158	68	vee	vee	PROPN
educatio-15	158	69	diagram	diagram	PROPN
educatio-15	158	70	on	on	ADP
educatio-15	158	71	animal	animal	NOUN
educatio-15	158	72	ecology	ecology	NOUN
educatio-15	158	73	lab	lab	NOUN
educatio-15	158	74	to	to	ADP
educatio-15	158	75	learning	learn	VERB
educatio-15	158	76	outcomes	outcome	NOUN
educatio-15	158	77	and	and	CCONJ
educatio-15	158	78	logical	logical	ADJ
educatio-15	158	79	thinking	thinking	NOUN
educatio-15	158	80	volume	volume	NOUN
educatio-15	158	81	2	2	NUM
educatio-15	158	82	,	,	PUNCT
educatio-15	158	83	number	number	NOUN
educatio-15	158	84	2	2	NUM
educatio-15	158	85	,	,	PUNCT
educatio-15	158	86	november	november	PROPN
educatio-15	158	87	2017	2017	NUM
educatio-15	158	88	|	|	ADV
educatio-15	158	89	199	199	NUM
educatio-15	158	90	zzzzzz	zzzzzz	NOUN
educatio-15	158	91	ability	ability	NOUN
educatio-15	158	92	to	to	PART
educatio-15	158	93	see	see	VERB
educatio-15	158	94	things	thing	NOUN
educatio-15	158	95	from	from	ADP
educatio-15	158	96	another	another	PRON
educatio-15	158	97	's	's	PART
educatio-15	158	98	perspective	perspective	NOUN
educatio-15	158	99	(	(	PUNCT
educatio-15	158	100	even	even	ADV
educatio-15	158	101	if	if	SCONJ
educatio-15	158	102	they	they	PRON
educatio-15	158	103	think	think	VERB
educatio-15	158	104	the	the	DET
educatio-15	158	105	wrong	wrong	ADJ
educatio-15	158	106	way	way	NOUN
educatio-15	158	107	)	)	PUNCT
educatio-15	158	108	.	.	PUNCT
educatio-15	159	1	formal	formal	ADJ
educatio-15	159	2	reasoning	reasoning	NOUN
educatio-15	159	3	includes	include	VERB
educatio-15	159	4	the	the	DET
educatio-15	159	5	reasoning	reasoning	NOUN
educatio-15	159	6	combinatorics	combinatoric	NOUN
educatio-15	159	7	,	,	PUNCT
educatio-15	159	8	correlational	correlational	ADJ
educatio-15	159	9	reasoning	reasoning	NOUN
educatio-15	159	10	and	and	CCONJ
educatio-15	159	11	proportional	proportional	ADJ
educatio-15	159	12	reasoning	reasoning	NOUN
educatio-15	159	13	.	.	PUNCT
educatio-15	160	1	flavell	flavell	VERB
educatio-15	160	2	forward	forward	ADV
educatio-15	160	3	some	some	DET
educatio-15	160	4	characteristics	characteristic	NOUN
educatio-15	160	5	of	of	ADP
educatio-15	160	6	formal	formal	ADJ
educatio-15	160	7	operational	operational	ADJ
educatio-15	160	8	thinking	thinking	NOUN
educatio-15	160	9	,	,	PUNCT
educatio-15	160	10	namely	namely	ADV
educatio-15	160	11	:	:	PUNCT
educatio-15	160	12	1	1	X
educatio-15	160	13	)	)	PUNCT
educatio-15	160	14	the	the	DET
educatio-15	160	15	hypothetical	hypothetical	ADJ
educatio-15	160	16	deductive	deductive	ADJ
educatio-15	160	17	thinking	thinking	NOUN
educatio-15	160	18	.	.	PUNCT
educatio-15	161	1	to	to	PART
educatio-15	161	2	formulate	formulate	VERB
educatio-15	161	3	many	many	ADJ
educatio-15	161	4	alternative	alternative	ADJ
educatio-15	161	5	hypotheses	hypothesis	NOUN
educatio-15	161	6	in	in	ADP
educatio-15	161	7	response	response	NOUN
educatio-15	161	8	to	to	ADP
educatio-15	161	9	the	the	DET
educatio-15	161	10	problem	problem	NOUN
educatio-15	161	11	and	and	CCONJ
educatio-15	161	12	check	check	VERB
educatio-15	161	13	the	the	DET
educatio-15	161	14	data	datum	NOUN
educatio-15	161	15	against	against	ADP
educatio-15	161	16	each	each	DET
educatio-15	161	17	hypothesis	hypothesis	NOUN
educatio-15	161	18	to	to	PART
educatio-15	161	19	make	make	VERB
educatio-15	161	20	appropriate	appropriate	ADJ
educatio-15	161	21	decisions	decision	NOUN
educatio-15	161	22	.	.	PUNCT
educatio-15	162	1	but	but	CCONJ
educatio-15	162	2	he	he	PRON
educatio-15	162	3	does	do	AUX
educatio-15	162	4	not	not	PART
educatio-15	162	5	have	have	VERB
educatio-15	162	6	the	the	DET
educatio-15	162	7	ability	ability	NOUN
educatio-15	162	8	to	to	PART
educatio-15	162	9	accept	accept	VERB
educatio-15	162	10	and	and	CCONJ
educatio-15	162	11	reject	reject	VERB
educatio-15	162	12	the	the	DET
educatio-15	162	13	hypothesis	hypothesis	NOUN
educatio-15	162	14	.	.	PUNCT
educatio-15	163	1	2	2	X
educatio-15	163	2	)	)	PUNCT
educatio-15	163	3	think	think	VERB
educatio-15	163	4	proportionately	proportionately	ADV
educatio-15	163	5	,	,	PUNCT
educatio-15	163	6	a	a	DET
educatio-15	163	7	child	child	NOUN
educatio-15	163	8	at	at	ADP
educatio-15	163	9	the	the	DET
educatio-15	163	10	formal	formal	ADJ
educatio-15	163	11	operational	operational	ADJ
educatio-15	163	12	stage	stage	NOUN
educatio-15	163	13	of	of	ADP
educatio-15	163	14	thinking	thinking	NOUN
educatio-15	163	15	is	be	AUX
educatio-15	163	16	not	not	PART
educatio-15	163	17	limited	limit	VERB
educatio-15	163	18	to	to	ADP
educatio-15	163	19	objects	object	NOUN
educatio-15	163	20	or	or	CCONJ
educatio-15	163	21	events	event	NOUN
educatio-15	163	22	that	that	PRON
educatio-15	163	23	concrete	concrete	NOUN
educatio-15	163	24	,	,	PUNCT
educatio-15	163	25	it	it	PRON
educatio-15	163	26	can	can	AUX
educatio-15	163	27	handle	handle	VERB
educatio-15	163	28	any	any	DET
educatio-15	163	29	statement	statement	NOUN
educatio-15	163	30	or	or	CCONJ
educatio-15	163	31	proportions	proportion	NOUN
educatio-15	163	32	that	that	PRON
educatio-15	163	33	provide	provide	VERB
educatio-15	163	34	data	datum	NOUN
educatio-15	163	35	concrete	concrete	NOUN
educatio-15	163	36	.	.	PUNCT
educatio-15	164	1	it	it	PRON
educatio-15	164	2	can	can	AUX
educatio-15	164	3	even	even	ADV
educatio-15	164	4	handle	handle	VERB
educatio-15	164	5	proportion	proportion	NOUN
educatio-15	164	6	contrary	contrary	ADJ
educatio-15	164	7	to	to	ADP
educatio-15	164	8	fact	fact	NOUN
educatio-15	164	9	.	.	PUNCT
educatio-15	165	1	3	3	X
educatio-15	165	2	)	)	PUNCT
educatio-15	165	3	combinatorial	combinatorial	ADJ
educatio-15	165	4	thinking	thinking	NOUN
educatio-15	165	5	.	.	PUNCT
educatio-15	166	1	thinking	think	VERB
educatio-15	166	2	activities	activity	NOUN
educatio-15	166	3	covering	cover	VERB
educatio-15	166	4	all	all	DET
educatio-15	166	5	combinations	combination	NOUN
educatio-15	166	6	of	of	ADP
educatio-15	166	7	objects	object	NOUN
educatio-15	166	8	,	,	PUNCT
educatio-15	166	9	ideas	idea	NOUN
educatio-15	166	10	or	or	CCONJ
educatio-15	166	11	proportions	proportion	NOUN
educatio-15	166	12	are	be	AUX
educatio-15	166	13	possible	possible	ADJ
educatio-15	166	14	.	.	PUNCT
educatio-15	167	1	4	4	X
educatio-15	167	2	)	)	PUNCT
educatio-15	167	3	the	the	DET
educatio-15	167	4	reflexive	reflexive	ADJ
educatio-15	167	5	thinking	thinking	NOUN
educatio-15	167	6	.	.	PUNCT
educatio-15	168	1	children	child	NOUN
educatio-15	168	2	in	in	ADP
educatio-15	168	3	this	this	DET
educatio-15	168	4	period	period	NOUN
educatio-15	168	5	to	to	PART
educatio-15	168	6	think	think	VERB
educatio-15	168	7	as	as	ADP
educatio-15	168	8	adults	adult	NOUN
educatio-15	168	9	.	.	PUNCT
educatio-15	169	1	he	he	PRON
educatio-15	169	2	can	can	AUX
educatio-15	169	3	think	think	VERB
educatio-15	169	4	back	back	ADV
educatio-15	169	5	on	on	ADP
educatio-15	169	6	a	a	DET
educatio-15	169	7	series	series	NOUN
educatio-15	169	8	of	of	ADP
educatio-15	169	9	mental	mental	ADJ
educatio-15	169	10	operations	operation	NOUN
educatio-15	169	11	.	.	PUNCT
educatio-15	170	1	he	he	PRON
educatio-15	170	2	also	also	ADV
educatio-15	170	3	expressed	express	VERB
educatio-15	170	4	his	his	PRON
educatio-15	170	5	mental	mental	ADJ
educatio-15	170	6	operations	operation	NOUN
educatio-15	170	7	with	with	ADP
educatio-15	170	8	symbols	symbol	NOUN
educatio-15	170	9	(	(	PUNCT
educatio-15	170	10	dahar	dahar	PROPN
educatio-15	170	11	,	,	PUNCT
educatio-15	170	12	1989	1989	NUM
educatio-15	170	13	)	)	PUNCT
educatio-15	170	14	.	.	PUNCT
educatio-15	171	1	so	so	ADV
educatio-15	171	2	that	that	PRON
educatio-15	171	3	takes	take	VERB
educatio-15	171	4	time	time	NOUN
educatio-15	171	5	and	and	CCONJ
educatio-15	171	6	a	a	DET
educatio-15	171	7	willingness	willingness	NOUN
educatio-15	171	8	that	that	PRON
educatio-15	171	9	is	be	AUX
educatio-15	171	10	high	high	ADJ
educatio-15	171	11	enough	enough	ADV
educatio-15	171	12	to	to	PART
educatio-15	171	13	learn	learn	VERB
educatio-15	171	14	to	to	PART
educatio-15	171	15	use	use	VERB
educatio-15	171	16	vee	vee	PROPN
educatio-15	171	17	diagrams	diagram	NOUN
educatio-15	171	18	.	.	PUNCT
educatio-15	172	1	vee	vee	PROPN
educatio-15	172	2	diagram	diagram	PROPN
educatio-15	172	3	is	be	AUX
educatio-15	172	4	less	less	ADV
educatio-15	172	5	structured	structured	ADJ
educatio-15	172	6	than	than	ADP
educatio-15	172	7	conventional	conventional	ADJ
educatio-15	172	8	teaching	teaching	NOUN
educatio-15	172	9	methods	method	NOUN
educatio-15	172	10	.	.	PUNCT
educatio-15	173	1	vee	vee	PROPN
educatio-15	173	2	diagram	diagram	PROPN
educatio-15	173	3	consists	consist	VERB
educatio-15	173	4	of	of	ADP
educatio-15	173	5	a	a	DET
educatio-15	173	6	v	v	NOUN
educatio-15	173	7	-	-	PUNCT
educatio-15	173	8	shape	shape	NOUN
educatio-15	173	9	to	to	PART
educatio-15	173	10	separate	separate	VERB
educatio-15	173	11	the	the	DET
educatio-15	173	12	theoretical	theoretical	ADJ
educatio-15	173	13	/	/	SYM
educatio-15	173	14	conceptual	conceptual	ADJ
educatio-15	173	15	(	(	PUNCT
educatio-15	173	16	idea	idea	NOUN
educatio-15	173	17	)	)	PUNCT
educatio-15	173	18	of	of	ADP
educatio-15	173	19	the	the	DET
educatio-15	173	20	methodology	methodology	NOUN
educatio-15	173	21	(	(	PUNCT
educatio-15	173	22	perform	perform	VERB
educatio-15	173	23	)	)	PUNCT
educatio-15	173	24	an	an	DET
educatio-15	173	25	element	element	NOUN
educatio-15	173	26	of	of	ADP
educatio-15	173	27	the	the	DET
educatio-15	173	28	investigation	investigation	NOUN
educatio-15	173	29	.	.	PUNCT
educatio-15	174	1	both	both	DET
educatio-15	174	2	sides	side	NOUN
educatio-15	174	3	are	be	AUX
educatio-15	174	4	actively	actively	ADV
educatio-15	174	5	interact	interact	ADJ
educatio-15	174	6	with	with	ADP
educatio-15	174	7	one	one	NUM
educatio-15	174	8	another	another	DET
educatio-15	174	9	through	through	ADP
educatio-15	174	10	the	the	DET
educatio-15	174	11	use	use	NOUN
educatio-15	174	12	of	of	ADP
educatio-15	174	13	focus	focus	NOUN
educatio-15	174	14	question	question	NOUN
educatio-15	174	15	(	(	PUNCT
educatio-15	174	16	s	s	NOUN
educatio-15	174	17	)	)	PUNCT
educatio-15	174	18	that	that	PRON
educatio-15	174	19	are	be	AUX
educatio-15	174	20	directly	directly	ADV
educatio-15	174	21	associated	associate	VERB
educatio-15	174	22	with	with	ADP
educatio-15	174	23	the	the	DET
educatio-15	174	24	event	event	NOUN
educatio-15	174	25	and/or	and/or	CCONJ
educatio-15	174	26	objects.13	objects.13	VERB
educatio-15	174	27	vee	vee	NOUN
educatio-15	174	28	diagrams	diagram	NOUN
educatio-15	174	29	could	could	AUX
educatio-15	174	30	be	be	AUX
educatio-15	174	31	used	use	VERB
educatio-15	174	32	lab	lab	NOUN
educatio-15	174	33	animal	animal	NOUN
educatio-15	174	34	ecology	ecology	NOUN
educatio-15	174	35	.	.	PUNCT
educatio-15	175	1	activity	activity	NOUN
educatio-15	175	2	connecting	connect	VERB
educatio-15	175	3	between	between	ADP
educatio-15	175	4	theory	theory	NOUN
educatio-15	175	5	and	and	CCONJ
educatio-15	175	6	work	work	NOUN
educatio-15	175	7	,	,	PUNCT
educatio-15	175	8	as	as	ADV
educatio-15	175	9	well	well	ADV
educatio-15	175	10	as	as	ADP
educatio-15	175	11	arrange	arrange	VERB
educatio-15	175	12	the	the	DET
educatio-15	175	13	elements	element	NOUN
educatio-15	175	14	in	in	ADP
educatio-15	175	15	the	the	DET
educatio-15	175	16	diagram	diagram	NOUN
educatio-15	175	17	vee	vee	NOUN
educatio-15	175	18	able	able	ADJ
educatio-15	175	19	to	to	PART
educatio-15	175	20	increase	increase	VERB
educatio-15	175	21	knowledge	knowledge	NOUN
educatio-15	175	22	and	and	CCONJ
educatio-15	175	23	logical	logical	ADJ
educatio-15	175	24	thinking	thinking	NOUN
educatio-15	175	25	.	.	PUNCT
educatio-15	176	1	conclusion	conclusion	VERB
educatio-15	176	2	the	the	DET
educatio-15	176	3	results	result	NOUN
educatio-15	176	4	of	of	ADP
educatio-15	176	5	this	this	DET
educatio-15	176	6	study	study	NOUN
educatio-15	176	7	could	could	AUX
educatio-15	176	8	be	be	AUX
educatio-15	176	9	concluded	conclude	VERB
educatio-15	176	10	that	that	SCONJ
educatio-15	176	11	the	the	DET
educatio-15	176	12	ecology	ecology	NOUN
educatio-15	176	13	lab	lab	NOUN
educatio-15	176	14	animals	animal	NOUN
educatio-15	176	15	using	use	VERB
educatio-15	176	16	vee	vee	PROPN
educatio-15	176	17	diagrams	diagram	NOUN
educatio-15	176	18	could	could	AUX
educatio-15	176	19	affect	affect	VERB
educatio-15	176	20	:	:	PUNCT
educatio-15	176	21	1	1	NUM
educatio-15	176	22	)	)	PUNCT
educatio-15	176	23	.	.	PUNCT
educatio-15	177	1	student	student	NOUN
educatio-15	177	2	results	result	NOUN
educatio-15	177	3	learning	learn	VERB
educatio-15	177	4	to	to	PART
educatio-15	177	5	be	be	AUX
educatio-15	177	6	better	well	ADJ
educatio-15	177	7	;	;	PUNCT
educatio-15	177	8	2	2	X
educatio-15	177	9	)	)	PUNCT
educatio-15	177	10	thinking	think	VERB
educatio-15	177	11	logically	logically	ADV
educatio-15	177	12	better	well	ADJ
educatio-15	177	13	students	student	NOUN
educatio-15	177	14	were	be	AUX
educatio-15	177	15	divided	divide	VERB
educatio-15	177	16	into	into	ADP
educatio-15	177	17	logical	logical	ADJ
educatio-15	177	18	reasoning	reasoning	NOUN
educatio-15	177	19	student	student	NOUN
educatio-15	177	20	and	and	CCONJ
educatio-15	177	21	intellectual	intellectual	ADJ
educatio-15	177	22	development	development	NOUN
educatio-15	177	23	of	of	ADP
educatio-15	177	24	students	student	NOUN
educatio-15	177	25	,	,	PUNCT
educatio-15	177	26	especially	especially	ADV
educatio-15	177	27	proportional	proportional	ADJ
educatio-15	177	28	reasoning	reasoning	NOUN
educatio-15	177	29	,	,	PUNCT
educatio-15	177	30	correlational	correlational	ADJ
educatio-15	177	31	and	and	CCONJ
educatio-15	177	32	combinatorics	combinatoric	NOUN
educatio-15	177	33	.	.	PUNCT
educatio-15	178	1	vee	vee	PROPN
educatio-15	178	2	diagrams	diagram	NOUN
educatio-15	178	3	could	could	AUX
educatio-15	178	4	be	be	AUX
educatio-15	178	5	used	use	VERB
educatio-15	178	6	in	in	ADP
educatio-15	178	7	animal	animal	NOUN
educatio-15	178	8	ecology	ecology	NOUN
educatio-15	178	9	lab	lab	NOUN
educatio-15	178	10	,	,	PUNCT
educatio-15	178	11	students	student	NOUN
educatio-15	178	12	were	be	AUX
educatio-15	178	13	expected	expect	VERB
educatio-15	178	14	to	to	PART
educatio-15	178	15	apply	apply	VERB
educatio-15	178	16	ecology	ecology	NOUN
educatio-15	178	17	of	of	ADP
educatio-15	178	18	animals	animal	NOUN
educatio-15	178	19	in	in	ADP
educatio-15	178	20	everyday	everyday	ADJ
educatio-15	178	21	life	life	NOUN
educatio-15	178	22	with	with	ADP
educatio-15	178	23	the	the	DET
educatio-15	178	24	correct	correct	ADJ
educatio-15	178	25	logic	logic	NOUN
educatio-15	178	26	.	.	PUNCT
educatio-15	179	1	bibliography	bibliography	PROPN
educatio-15	179	2	alvarez	alvarez	PROPN
educatio-15	179	3	,	,	PUNCT
educatio-15	179	4	m.	m.	NOUN
educatio-15	179	5	c.	c.	PROPN
educatio-15	179	6	,	,	PUNCT
educatio-15	179	7	and	and	CCONJ
educatio-15	179	8	risko	risko	ADV
educatio-15	179	9	,	,	PUNCT
educatio-15	179	10	v.	v.	ADP
educatio-15	179	11	j.	j.	PROPN
educatio-15	180	1	the	the	DET
educatio-15	180	2	use	use	NOUN
educatio-15	180	3	of	of	ADP
educatio-15	180	4	vee	vee	PROPN
educatio-15	180	5	diagrams	diagram	NOUN
educatio-15	180	6	with	with	ADP
educatio-15	180	7	third	third	ADJ
educatio-15	180	8	graders	grader	NOUN
educatio-15	180	9	as	as	ADP
educatio-15	180	10	a	a	DET
educatio-15	180	11	metacognitive	metacognitive	ADJ
educatio-15	180	12	tool	tool	NOUN
educatio-15	180	13	for	for	ADP
educatio-15	180	14	learning	learn	VERB
educatio-15	180	15	science	science	NOUN
educatio-15	180	16	concepts	concept	NOUN
educatio-15	180	17	.	.	PUNCT
educatio-15	181	1	tennessee	tennessee	PROPN
educatio-15	181	2	state	state	PROPN
educatio-15	181	3	university	university	PROPN
educatio-15	181	4	,	,	PUNCT
educatio-15	181	5	2007	2007	NUM
educatio-15	181	6	.	.	PUNCT
educatio-15	182	1	malvarez@coe.tsuniv.edu	malvarez@coe.tsuniv.edu	PROPN
educatio-15	182	2	batanero	batanero	PROPN
educatio-15	182	3	,	,	PUNCT
educatio-15	182	4	c.	c.	PROPN
educatio-15	182	5	,	,	PUNCT
educatio-15	182	6	g.	g.	PROPN
educatio-15	182	7	,	,	PUNCT
educatio-15	182	8	juan	juan	PROPN
educatio-15	182	9	d.	d.	PROPN
educatio-15	182	10	,	,	PUNCT
educatio-15	182	11	and	and	CCONJ
educatio-15	182	12	p.	p.	PROPN
educatio-15	182	13	,	,	PUNCT
educatio-15	182	14	virginia	virginia	PROPN
educatio-15	182	15	n.	n.	PROPN
educatio-15	183	1	―the	―the	DET
educatio-15	183	2	assessment	assessment	NOUN
educatio-15	183	3	challenge	challenge	NOUN
educatio-15	183	4	in	in	ADP
educatio-15	183	5	statistics	statistics	PROPN
educatio-15	183	6	education.‖	education.‖	PROPN
educatio-15	183	7	university	university	PROPN
educatio-15	183	8	of	of	ADP
educatio-15	183	9	granada	granada	PROPN
educatio-15	183	10	.	.	PUNCT
educatio-15	184	1	http://www.stat.auckland.ac.nz/~iase/	http://www.stat.auckland.ac.nz/~iase/	NOUN
educatio-15	184	2	publications	publication	NOUN
educatio-15	184	3	/	/	SYM
educatio-15	184	4	assessbkref	assessbkref	ADJ
educatio-15	184	5	calais	calais	PROPN
educatio-15	184	6	,	,	PUNCT
educatio-15	184	7	g.	g.	PROPN
educatio-15	184	8	j.	j.	PROPN
educatio-15	185	1	―the	―the	PROPN
educatio-15	185	2	vee	vee	PROPN
educatio-15	185	3	diagram	diagram	PROPN
educatio-15	185	4	as	as	ADP
educatio-15	185	5	a	a	DET
educatio-15	185	6	problem	problem	NOUN
educatio-15	185	7	solving	solve	VERB
educatio-15	185	8	strategy	strategy	NOUN
educatio-15	185	9	:	:	PUNCT
educatio-15	185	10	content	content	NOUN
educatio-15	185	11	area	area	NOUN
educatio-15	185	12	reading	reading	NOUN
educatio-15	185	13	/	/	SYM
educatio-15	185	14	writing	write	VERB
educatio-15	185	15	implications.‖	implications.‖	PROPN
educatio-15	185	16	national	national	PROPN
educatio-15	185	17	forum	forum	PROPN
educatio-15	185	18	teacher	teacher	PROPN
educatio-15	185	19	education	education	PROPN
educatio-15	185	20	journal	journal	PROPN
educatio-15	185	21	19	19	NUM
educatio-15	185	22	,	,	PUNCT
educatio-15	185	23	no	no	INTJ
educatio-15	185	24	.	.	NOUN
educatio-15	185	25	3	3	NUM
educatio-15	185	26	(	(	PUNCT
educatio-15	185	27	2009	2009	NUM
educatio-15	185	28	)	)	PUNCT
educatio-15	185	29	.	.	PUNCT
educatio-15	186	1	e.	e.	PROPN
educatio-15	186	2	,	,	PUNCT
educatio-15	186	3	lawson	lawson	PROPN
educatio-15	186	4	a.	a.	PROPN
educatio-15	186	5	,	,	PUNCT
educatio-15	186	6	h.	h.	PROPN
educatio-15	186	7	,	,	PUNCT
educatio-15	186	8	adi	adi	PROPN
educatio-15	186	9	,	,	PUNCT
educatio-15	186	10	and	and	CCONJ
educatio-15	186	11	r.	r.	PROPN
educatio-15	186	12	,	,	PUNCT
educatio-15	186	13	karplus	karplus	PROPN
educatio-15	186	14	.	.	PUNCT
educatio-15	187	1	―development	―development	NOUN
educatio-15	187	2	of	of	ADP
educatio-15	187	3	correlational	correlational	ADJ
educatio-15	187	4	reasoning	reasoning	NOUN
educatio-15	187	5	in	in	ADP
educatio-15	187	6	secondary	secondary	ADJ
educatio-15	187	7	schools	school	NOUN
educatio-15	187	8	:	:	PUNCT
educatio-15	187	9	do	do	AUX
educatio-15	187	10	biology	biology	NOUN
educatio-15	187	11	courses	course	NOUN
educatio-15	187	12	make	make	VERB
educatio-15	187	13	a	a	DET
educatio-15	187	14	difference?.‖	difference?.‖	PROPN
educatio-15	187	15	the	the	DET
educatio-15	187	16	american	american	ADJ
educatio-15	187	17	biology	biology	NOUN
educatio-15	187	18	teacher	teacher	NOUN
educatio-15	187	19	41	41	NUM
educatio-15	187	20	,	,	PUNCT
educatio-15	187	21	13	13	NUM
educatio-15	187	22	m.	m.	NOUN
educatio-15	187	23	c.	c.	PROPN
educatio-15	187	24	alvarez	alvarez	PROPN
educatio-15	187	25	and	and	CCONJ
educatio-15	187	26	v.	v.	PROPN
educatio-15	187	27	j.	j.	PROPN
educatio-15	187	28	risko	risko	PROPN
educatio-15	187	29	,	,	PUNCT
educatio-15	187	30	the	the	DET
educatio-15	187	31	use	use	NOUN
educatio-15	187	32	of	of	ADP
educatio-15	187	33	vee	vee	PROPN
educatio-15	187	34	diagrams	diagram	NOUN
educatio-15	187	35	with	with	ADP
educatio-15	187	36	third	third	ADJ
educatio-15	187	37	graders	grader	NOUN
educatio-15	187	38	as	as	ADP
educatio-15	187	39	a	a	DET
educatio-15	187	40	metacognitive	metacognitive	ADJ
educatio-15	187	41	tool	tool	NOUN
educatio-15	187	42	f	f	NOUN
educatio-15	187	43	or	or	CCONJ
educatio-15	187	44	learning	learn	VERB
educatio-15	187	45	science	science	NOUN
educatio-15	187	46	concepts	concept	NOUN
educatio-15	187	47	(	(	PUNCT
educatio-15	187	48	tennessee	tennessee	PROPN
educatio-15	187	49	state	state	PROPN
educatio-15	187	50	university	university	PROPN
educatio-15	187	51	,	,	PUNCT
educatio-15	187	52	2007	2007	NUM
educatio-15	187	53	)	)	PUNCT
educatio-15	187	54	,	,	PUNCT
educatio-15	187	55	malvarez@coe.tsuniv.edu	malvarez@coe.tsuniv.edu	PROPN
educatio-15	187	56	mailto:malvarez@coe.tsuniv.edu	mailto:malvarez@coe.tsuniv.edu	PROPN
educatio-15	187	57	mailto:malvarez@coe.tsuniv.edu	mailto:malvarez@coe.tsuniv.edu	PROPN
educatio-15	187	58	purwati	purwati	PROPN
educatio-15	187	59	kuswarini	kuswarini	PROPN
educatio-15	187	60	suprapto	suprapto	PROPN
educatio-15	187	61	&	&	CCONJ
educatio-15	187	62	lilis	lilis	PROPN
educatio-15	187	63	rahmawati	rahmawati	PROPN
educatio-15	187	64	the	the	DET
educatio-15	187	65	inf	inf	PROPN
educatio-15	187	66	luences	luence	NOUN
educatio-15	187	67	of	of	ADP
educatio-15	187	68	vee	vee	PROPN
educatio-15	187	69	diagram	diagram	PROPN
educatio-15	187	70	on	on	ADP
educatio-15	187	71	animal	animal	NOUN
educatio-15	187	72	ecology	ecology	NOUN
educatio-15	187	73	lab	lab	NOUN
educatio-15	187	74	to	to	ADP
educatio-15	187	75	learning	learn	VERB
educatio-15	187	76	outcomes	outcome	NOUN
educatio-15	187	77	and	and	CCONJ
educatio-15	187	78	logical	logical	ADJ
educatio-15	187	79	thinking	thinking	NOUN
educatio-15	187	80	volume	volume	NOUN
educatio-15	187	81	2	2	NUM
educatio-15	187	82	,	,	PUNCT
educatio-15	187	83	number	number	NOUN
educatio-15	187	84	2	2	NUM
educatio-15	187	85	,	,	PUNCT
educatio-15	187	86	november	november	PROPN
educatio-15	187	87	2017	2017	NUM
educatio-15	187	88	|	|	ADV
educatio-15	187	89	200	200	NUM
educatio-15	187	90	zzzzzz	zzzzzz	NOUN
educatio-15	187	91	(	(	PUNCT
educatio-15	187	92	1979	1979	NUM
educatio-15	187	93	):	):	PUNCT
educatio-15	187	94	420	420	NUM
educatio-15	187	95	-	-	SYM
educatio-15	187	96	425	425	NUM
educatio-15	187	97	.	.	PUNCT
educatio-15	188	1	hapsari	hapsari	PROPN
educatio-15	188	2	,	,	PUNCT
educatio-15	188	3	d.	d.	PROPN
educatio-15	188	4	p.	p.	PROPN
educatio-15	188	5	,	,	PUNCT
educatio-15	188	6	s.	s.	PROPN
educatio-15	188	7	suciati	suciati	PROPN
educatio-15	188	8	,	,	PUNCT
educatio-15	188	9	and	and	CCONJ
educatio-15	188	10	marjono	marjono	PROPN
educatio-15	188	11	―pengaruh	―pengaruh	AUX
educatio-15	188	12	model	model	PROPN
educatio-15	188	13	inkuiri	inkuiri	PROPN
educatio-15	188	14	terbimbing	terbimbe	VERB
educatio-15	188	15	dengan	dengan	PROPN
educatio-15	188	16	diagram	diagram	PROPN
educatio-15	188	17	v	v	PROPN
educatio-15	188	18	(	(	PUNCT
educatio-15	188	19	vee	vee	PROPN
educatio-15	188	20	)	)	PUNCT
educatio-15	188	21	dalam	dalam	PROPN
educatio-15	188	22	pembelajaran	pembelajaran	PROPN
educatio-15	188	23	biologi	biologi	PROPN
educatio-15	188	24	terhadap	terhadap	PROPN
educatio-15	188	25	kemampuan	kemampuan	PROPN
educatio-15	188	26	berpikir	berpikir	PROPN
educatio-15	188	27	kritis	kritis	PROPN
educatio-15	188	28	dan	dan	PROPN
educatio-15	188	29	hasil	hasil	PROPN
educatio-15	188	30	belajar	belajar	PROPN
educatio-15	188	31	siswa.‖	siswa.‖	PROPN
educatio-15	189	1	jurnal	jurnal	ADJ
educatio-15	189	2	pendidikan	pendidikan	PROPN
educatio-15	189	3	biologi	biologi	PROPN
educatio-15	189	4	4	4	NUM
educatio-15	189	5	,	,	PUNCT
educatio-15	189	6	no	no	INTJ
educatio-15	189	7	.	.	NOUN
educatio-15	189	8	3	3	NUM
educatio-15	189	9	(	(	PUNCT
educatio-15	189	10	2012	2012	NUM
educatio-15	189	11	):	):	PUNCT
educatio-15	189	12	16	16	NUM
educatio-15	189	13	-	-	SYM
educatio-15	189	14	28	28	NUM
educatio-15	189	15	.	.	PUNCT
educatio-15	190	1	novak	novak	PROPN
educatio-15	190	2	,	,	PUNCT
educatio-15	190	3	j.	j.	PROPN
educatio-15	190	4	d.	d.	PROPN
educatio-15	190	5	,	,	PUNCT
educatio-15	190	6	and	and	CCONJ
educatio-15	190	7	gowin	gowin	PROPN
educatio-15	190	8	,	,	PUNCT
educatio-15	190	9	d.	d.	PROPN
educatio-15	190	10	b.	b.	PROPN
educatio-15	190	11	learning	learn	VERB
educatio-15	190	12	how	how	SCONJ
educatio-15	190	13	to	to	PART
educatio-15	190	14	learn	learn	VERB
educatio-15	190	15	.	.	PUNCT
educatio-15	191	1	new	new	PROPN
educatio-15	191	2	york	york	PROPN
educatio-15	191	3	:	:	PUNCT
educatio-15	191	4	cambridge	cambridge	PROPN
educatio-15	191	5	university	university	PROPN
educatio-15	191	6	press	press	NOUN
educatio-15	191	7	,	,	PUNCT
educatio-15	191	8	1985	1985	NUM
educatio-15	191	9	.	.	PUNCT
educatio-15	192	1	sulun	sulun	NOUN
educatio-15	192	2	,	,	PUNCT
educatio-15	192	3	yusuf	yusuf	PROPN
educatio-15	192	4	,	,	PUNCT
educatio-15	192	5	evren	evren	PROPN
educatio-15	192	6	,	,	PUNCT
educatio-15	192	7	aysegul	aysegul	PROPN
educatio-15	192	8	,	,	PUNCT
educatio-15	192	9	and	and	CCONJ
educatio-15	192	10	sulun	sulun	NOUN
educatio-15	192	11	,	,	PUNCT
educatio-15	192	12	ali	ali	PROPN
educatio-15	192	13	.	.	PUNCT
educatio-15	193	1	―the	―the	DET
educatio-15	193	2	effect	effect	NOUN
educatio-15	193	3	of	of	ADP
educatio-15	193	4	the	the	DET
educatio-15	193	5	usage	usage	NOUN
educatio-15	193	6	of	of	ADP
educatio-15	193	7	v	v	NOUN
educatio-15	193	8	-	-	PUNCT
educatio-15	193	9	diagrams	diagram	NOUN
educatio-15	193	10	on	on	ADP
educatio-15	193	11	the	the	DET
educatio-15	193	12	students	student	NOUN
educatio-15	193	13	success	success	NOUN
educatio-15	193	14	in	in	ADP
educatio-15	193	15	biology	biology	NOUN
educatio-15	193	16	laboratory.‖	laboratory.‖	ADJ
educatio-15	193	17	erzincan	erzincan	NOUN
educatio-15	193	18	e	e	NOUN
educatio-15	193	19	␣	␣	ADJ
educatio-15	193	20	itim	itim	ADJ
educatio-15	193	21	fakültesi	fakültesi	PROPN
educatio-15	193	22	dergisi	dergisi	ADJ
educatio-15	193	23	cilt	cilt	VERB
educatio-15	193	24	-	-	PUNCT
educatio-15	193	25	say	say	VERB
educatio-15	193	26	11	11	NUM
educatio-15	193	27	-	-	SYM
educatio-15	193	28	2	2	NUM
educatio-15	193	29	(	(	PUNCT
educatio-15	193	30	2009	2009	NUM
educatio-15	193	31	)	)	PUNCT
educatio-15	193	32	.	.	PUNCT
educatio-15	194	1	suprapto	suprapto	PROPN
educatio-15	194	2	,	,	PUNCT
educatio-15	195	1	p.	p.	NOUN
educatio-15	195	2	k.	k.	PROPN
educatio-15	196	1	―pengembangan	―pengembangan	PROPN
educatio-15	196	2	program	program	NOUN
educatio-15	196	3	perkuliahan	perkuliahan	NOUN
educatio-15	196	4	anatomi	anatomi	NOUN
educatio-15	196	5	tumbuhan	tumbuhan	VERB
educatio-15	196	6	berbasis	berbasis	ADP
educatio-15	196	7	visuospasial	visuospasial	ADJ
educatio-15	196	8	melalui	melalui	PROPN
educatio-15	196	9	representasi	representasi	PROPN
educatio-15	196	10	mikroskopis	mikroskopis	PROPN
educatio-15	196	11	sistem	sistem	PROPN
educatio-15	196	12	jaringan	jaringan	PROPN
educatio-15	196	13	tumbuhan	tumbuhan	PROPN
educatio-15	196	14	untuk	untuk	PROPN
educatio-15	196	15	meningkatkan	meningkatkan	PROPN
educatio-15	196	16	penelaran	penelaran	PROPN
educatio-15	196	17	dan	dan	PROPN
educatio-15	196	18	penguasaan	penguasaan	PROPN
educatio-15	196	19	konsep	konsep	PROPN
educatio-15	196	20	calon	calon	PROPN
educatio-15	196	21	guru	guru	PROPN
educatio-15	196	22	biologi.‖	biologi.‖	NOUN
educatio-15	196	23	disertasi	disertasi	PROPN
educatio-15	196	24	,	,	PUNCT
educatio-15	196	25	bandung	bandung	PROPN
educatio-15	196	26	:	:	PUNCT
educatio-15	196	27	universitas	universitas	PROPN
educatio-15	196	28	pendidikan	pendidikan	PROPN
educatio-15	196	29	indonesia	indonesia	PROPN
educatio-15	196	30	,	,	PUNCT
educatio-15	196	31	2012	2012	NUM
educatio-15	196	32	.	.	PUNCT
educatio-15	197	1	thiessen	thiessen	PROPN
educatio-15	197	2	,	,	PUNCT
educatio-15	197	3	r.	r.	PROPN
educatio-15	197	4	―the	―the	PRON
educatio-15	197	5	vee	vee	PROPN
educatio-15	197	6	diagram	diagram	PROPN
educatio-15	197	7	:	:	PUNCT
educatio-15	197	8	a	a	DET
educatio-15	197	9	guide	guide	NOUN
educatio-15	197	10	for	for	ADP
educatio-15	197	11	problem	problem	NOUN
educatio-15	197	12	solving,‖	solving,‖	PROPN
educatio-15	197	13	aims	aim	VERB
educatio-15	197	14	newsletter	newsletter	NOUN
educatio-15	197	15	,	,	PUNCT
educatio-15	197	16	may	may	PROPN
educatio-15	197	17	-	-	PUNCT
educatio-15	197	18	june	june	PROPN
educatio-15	197	19	,	,	PUNCT
educatio-15	197	20	1993	1993	NUM
educatio-15	197	21	.	.	PUNCT
educatio-15	198	1	wajdi	wajdi	NOUN
educatio-15	198	2	,	,	PUNCT
educatio-15	198	3	muh	muh	PROPN
educatio-15	198	4	barid	barid	VERB
educatio-15	198	5	nizarudin	nizarudin	NOUN
educatio-15	198	6	.	.	PUNCT
educatio-15	199	1	―landasan	―landasan	PROPN
educatio-15	199	2	historis	historis	ADJ
educatio-15	199	3	perkembangan	perkembangan	NOUN
educatio-15	199	4	teknologi‖	teknologi‖	PROPN
educatio-15	199	5	(	(	PUNCT
educatio-15	199	6	2017	2017	NUM
educatio-15	199	7	)	)	PUNCT
educatio-15	199	8	.	.	PUNCT
educatio-15	200	1	—	—	PUNCT
educatio-15	200	2	—	—	PUNCT
educatio-15	200	3	—	—	PUNCT
educatio-15	200	4	.	.	PUNCT
educatio-15	201	1	―metamorfosa	―metamorfosa	PROPN
educatio-15	201	2	perguruan	perguruan	PROPN
educatio-15	201	3	tinggi	tinggi	PROPN
educatio-15	201	4	agama	agama	PROPN
educatio-15	201	5	islam.‖	islam.‖	PROPN
educatio-15	201	6	at	at	ADP
educatio-15	201	7	-	-	PUNCT
educatio-15	201	8	tahdzib	tahdzib	NOUN
educatio-15	201	9	:	:	PUNCT
educatio-15	201	10	jurnal	jurnal	ADJ
educatio-15	201	11	studi	studi	PROPN
educatio-15	201	12	islam	islam	PROPN
educatio-15	201	13	dan	dan	PROPN
educatio-15	201	14	muamalah	muamalah	PROPN
educatio-15	201	15	4	4	NUM
educatio-15	201	16	,	,	PUNCT
educatio-15	201	17	no	no	INTJ
educatio-15	201	18	.	.	NOUN
educatio-15	201	19	1	1	NUM
educatio-15	201	20	(	(	PUNCT
educatio-15	201	21	2016	2016	NUM
educatio-15	201	22	):	):	PUNCT
educatio-15	201	23	92–109	92–109	NUM
educatio-15	201	24	.	.	PUNCT
educatio-15	201	25	—	—	PUNCT
educatio-15	201	26	—	—	PUNCT
educatio-15	201	27	—	—	PUNCT
educatio-15	201	28	.	.	PUNCT
educatio-15	201	29	―paradigma	―paradigma	PROPN
educatio-15	201	30	pergeseran	pergeseran	NOUN
educatio-15	201	31	educational	educational	ADJ
educatio-15	201	32	technology	technology	PROPN
educatio-15	201	33	menuju	menuju	VERB
educatio-15	201	34	instructional	instructional	ADJ
educatio-15	201	35	technology‖	technology‖	PROPN
educatio-15	201	36	(	(	PUNCT
educatio-15	201	37	2017	2017	NUM
educatio-15	201	38	)	)	PUNCT
educatio-15	201	39	.	.	PUNCT