id	sid	tid	token	lemma	pos
gist-694	1	1	193	193	NUM
gist-694	1	2	using	use	VERB
gist-694	1	3	learning	learn	VERB
gist-694	1	4	analytics	analytic	NOUN
gist-694	1	5	to	to	PART
gist-694	1	6	improve	improve	VERB
gist-694	1	7	students	student	NOUN
gist-694	1	8	’	'	PUNCT
gist-694	1	9	reading	reading	NOUN
gist-694	1	10	skills	skill	NOUN
gist-694	1	11	:	:	PUNCT
gist-694	1	12	a	a	DET
gist-694	1	13	case	case	NOUN
gist-694	1	14	study	study	NOUN
gist-694	1	15	in	in	ADP
gist-694	1	16	an	an	DET
gist-694	1	17	american	american	ADJ
gist-694	1	18	international	international	ADJ
gist-694	1	19	school	school	NOUN
gist-694	1	20	with	with	ADP
gist-694	1	21	english	english	PROPN
gist-694	1	22	as	as	ADP
gist-694	1	23	an	an	DET
gist-694	1	24	additional	additional	ADJ
gist-694	1	25	language	language	NOUN
gist-694	1	26	(	(	PUNCT
gist-694	1	27	eal	eal	NOUN
gist-694	1	28	)	)	PUNCT
gist-694	1	29	students1	students1	PROPN
gist-694	1	30	uso	uso	PROPN
gist-694	1	31	de	de	PROPN
gist-694	1	32	analíticas	analíticas	PROPN
gist-694	1	33	de	de	PROPN
gist-694	1	34	aprendizaje	aprendizaje	PROPN
gist-694	1	35	para	para	PROPN
gist-694	1	36	mejorar	mejorar	PROPN
gist-694	1	37	las	las	PROPN
gist-694	1	38	habilidades	habilidades	PROPN
gist-694	1	39	lectoras	lectoras	PROPN
gist-694	1	40	de	de	X
gist-694	1	41	estudiantes	estudiantes	PROPN
gist-694	1	42	:	:	PUNCT
gist-694	1	43	un	un	PROPN
gist-694	1	44	estudio	estudio	PROPN
gist-694	1	45	de	de	X
gist-694	1	46	caso	caso	PROPN
gist-694	1	47	en	en	PROPN
gist-694	1	48	un	un	PROPN
gist-694	1	49	colegio	colegio	PROPN
gist-694	1	50	americano	americano	PROPN
gist-694	1	51	internacional	internacional	PROPN
gist-694	1	52	con	con	PROPN
gist-694	1	53	inglés	inglés	PROPN
gist-694	1	54	como	como	PROPN
gist-694	1	55	idioma	idioma	PROPN
gist-694	1	56	adicional	adicional	PROPN
gist-694	1	57	(	(	PUNCT
gist-694	1	58	iia	iia	PROPN
gist-694	1	59	)	)	PUNCT
gist-694	1	60	jorge	jorge	NOUN
gist-694	1	61	alexander	alexander	PROPN
gist-694	1	62	aristizábal2	aristizábal2	PROPN
gist-694	1	63	*	*	PUNCT
gist-694	1	64	international	international	ADJ
gist-694	1	65	school	school	NOUN
gist-694	1	66	ho	ho	PROPN
gist-694	1	67	chi	chi	PROPN
gist-694	1	68	minh	minh	PROPN
gist-694	1	69	city	city	PROPN
gist-694	1	70	american	american	PROPN
gist-694	1	71	academy	academy	PROPN
gist-694	1	72	,	,	PUNCT
gist-694	1	73	vietnam	vietnam	PROPN
gist-694	1	74	abstract	abstract	NOUN
gist-694	1	75	this	this	DET
gist-694	1	76	paper	paper	NOUN
gist-694	1	77	shows	show	VERB
gist-694	1	78	how	how	SCONJ
gist-694	1	79	an	an	DET
gist-694	1	80	american	american	ADJ
gist-694	1	81	international	international	ADJ
gist-694	1	82	school	school	PROPN
gist-694	1	83	in	in	ADP
gist-694	1	84	vietnam	vietnam	PROPN
gist-694	1	85	has	have	AUX
gist-694	1	86	been	be	AUX
gist-694	1	87	using	use	VERB
gist-694	1	88	data	datum	NOUN
gist-694	1	89	and	and	CCONJ
gist-694	1	90	learning	learn	VERB
gist-694	1	91	analytics	analytic	NOUN
gist-694	1	92	to	to	PART
gist-694	1	93	find	find	VERB
gist-694	1	94	out	out	ADP
gist-694	1	95	about	about	ADP
gist-694	1	96	students	student	NOUN
gist-694	1	97	’	'	PUNCT
gist-694	1	98	learning	learn	VERB
gist-694	1	99	from	from	ADP
gist-694	1	100	their	their	PRON
gist-694	1	101	assessments	assessment	NOUN
gist-694	1	102	and	and	CCONJ
gist-694	1	103	how	how	SCONJ
gist-694	1	104	they	they	PRON
gist-694	1	105	use	use	VERB
gist-694	1	106	these	these	DET
gist-694	1	107	findings	finding	NOUN
gist-694	1	108	to	to	PART
gist-694	1	109	improve	improve	VERB
gist-694	1	110	,	,	PUNCT
gist-694	1	111	among	among	ADP
gist-694	1	112	other	other	ADJ
gist-694	1	113	areas	area	NOUN
gist-694	1	114	,	,	PUNCT
gist-694	1	115	the	the	DET
gist-694	1	116	reading	reading	NOUN
gist-694	1	117	skills	skill	NOUN
gist-694	1	118	of	of	ADP
gist-694	1	119	their	their	PRON
gist-694	1	120	mostly	mostly	ADV
gist-694	1	121	english	english	PROPN
gist-694	1	122	as	as	ADP
gist-694	1	123	an	an	DET
gist-694	1	124	additional	additional	ADJ
gist-694	1	125	language	language	NOUN
gist-694	1	126	(	(	PUNCT
gist-694	1	127	eal	eal	NOUN
gist-694	1	128	)	)	PUNCT
gist-694	1	129	student	student	NOUN
gist-694	1	130	population	population	NOUN
gist-694	1	131	.	.	PUNCT
gist-694	2	1	the	the	DET
gist-694	2	2	source	source	NOUN
gist-694	2	3	of	of	ADP
gist-694	2	4	data	datum	NOUN
gist-694	2	5	comes	come	VERB
gist-694	2	6	primarily	primarily	ADV
gist-694	2	7	from	from	ADP
gist-694	2	8	a	a	DET
gist-694	2	9	computer	computer	NOUN
gist-694	2	10	adaptive	adaptive	ADJ
gist-694	2	11	testing	testing	NOUN
gist-694	2	12	platform	platform	NOUN
gist-694	2	13	,	,	PUNCT
gist-694	2	14	commonly	commonly	ADV
gist-694	2	15	known	know	VERB
gist-694	2	16	as	as	ADP
gist-694	2	17	the	the	DET
gist-694	2	18	map	map	NOUN
gist-694	2	19	growth	growth	NOUN
gist-694	2	20	test	test	NOUN
gist-694	2	21	,	,	PUNCT
gist-694	2	22	which	which	PRON
gist-694	2	23	provides	provide	VERB
gist-694	2	24	information	information	NOUN
gist-694	2	25	about	about	ADP
gist-694	2	26	math	math	NOUN
gist-694	2	27	and	and	CCONJ
gist-694	2	28	reading	reading	NOUN
gist-694	2	29	skills	skill	NOUN
gist-694	2	30	for	for	ADP
gist-694	2	31	each	each	DET
gist-694	2	32	particular	particular	ADJ
gist-694	2	33	student	student	NOUN
gist-694	2	34	.	.	PUNCT
gist-694	3	1	the	the	DET
gist-694	3	2	data	datum	NOUN
gist-694	3	3	provided	provide	VERB
gist-694	3	4	is	be	AUX
gist-694	3	5	transformed	transform	VERB
gist-694	3	6	and	and	CCONJ
gist-694	3	7	presented	present	VERB
gist-694	3	8	to	to	ADP
gist-694	3	9	educational	educational	ADJ
gist-694	3	10	stakeholders	stakeholder	NOUN
gist-694	3	11	through	through	ADP
gist-694	3	12	visualizations	visualization	NOUN
gist-694	3	13	created	create	VERB
gist-694	3	14	in	in	ADP
gist-694	3	15	specialized	specialized	ADJ
gist-694	3	16	software	software	NOUN
gist-694	3	17	in	in	ADP
gist-694	3	18	order	order	NOUN
gist-694	3	19	to	to	PART
gist-694	3	20	dig	dig	VERB
gist-694	3	21	into	into	ADP
gist-694	3	22	the	the	DET
gist-694	3	23	data	datum	NOUN
gist-694	3	24	and	and	CCONJ
gist-694	3	25	answer	answer	VERB
gist-694	3	26	the	the	DET
gist-694	3	27	pedagogical	pedagogical	ADJ
gist-694	3	28	questions	question	NOUN
gist-694	3	29	emerged	emerge	VERB
gist-694	3	30	from	from	ADP
gist-694	3	31	teachers	teacher	NOUN
gist-694	3	32	and	and	CCONJ
gist-694	3	33	administrators	administrator	NOUN
gist-694	3	34	.	.	PUNCT
gist-694	4	1	this	this	DET
gist-694	4	2	process	process	NOUN
gist-694	4	3	involves	involve	VERB
gist-694	4	4	a	a	DET
gist-694	4	5	new	new	ADJ
gist-694	4	6	field	field	NOUN
gist-694	4	7	known	know	VERB
gist-694	4	8	as	as	ADP
gist-694	4	9	learning	learn	VERB
gist-694	4	10	analytics	analytic	NOUN
gist-694	4	11	and	and	CCONJ
gist-694	4	12	visual	visual	ADJ
gist-694	4	13	data	datum	NOUN
gist-694	4	14	mining	mining	NOUN
gist-694	4	15	in	in	ADP
gist-694	4	16	order	order	NOUN
gist-694	4	17	to	to	PART
gist-694	4	18	find	find	VERB
gist-694	4	19	new	new	ADJ
gist-694	4	20	information	information	NOUN
gist-694	4	21	not	not	PART
gist-694	4	22	usually	usually	ADV
gist-694	4	23	evident	evident	ADJ
gist-694	4	24	in	in	ADP
gist-694	4	25	school	school	NOUN
gist-694	4	26	datasets	dataset	NOUN
gist-694	4	27	.	.	PUNCT
gist-694	5	1	the	the	DET
gist-694	5	2	results	result	NOUN
gist-694	5	3	indicate	indicate	VERB
gist-694	5	4	that	that	SCONJ
gist-694	5	5	teachers	teacher	NOUN
gist-694	5	6	get	get	AUX
gist-694	5	7	immersed	immerse	VERB
gist-694	5	8	in	in	ADP
gist-694	5	9	a	a	DET
gist-694	5	10	reflective	reflective	ADJ
gist-694	5	11	1	1	NUM
gist-694	5	12	received	receive	VERB
gist-694	5	13	:	:	PUNCT
gist-694	5	14	july	july	PROPN
gist-694	5	15	19th	19th	NOUN
gist-694	5	16	2018/	2018/	NUM
gist-694	5	17	accepted	accept	VERB
gist-694	5	18	:	:	PUNCT
gist-694	5	19	october	october	PROPN
gist-694	5	20	19th	19th	NOUN
gist-694	5	21	2018	2018	NUM
gist-694	5	22	2	2	NUM
gist-694	5	23	alexanderaristizabal@gmail.com	alexanderaristizabal@gmail.com	ADP
gist-694	5	24	pragmatic	pragmatic	ADJ
gist-694	5	25	development	development	NOUN
gist-694	5	26	in	in	ADP
gist-694	5	27	foreign	foreign	ADJ
gist-694	5	28	and	and	CCONJ
gist-694	5	29	target	target	NOUN
gist-694	5	30	context	context	NOUN
gist-694	5	31	gist	gist	NOUN
gist-694	5	32	education	education	NOUN
gist-694	5	33	and	and	CCONJ
gist-694	5	34	learning	learn	VERB
gist-694	5	35	research	research	NOUN
gist-694	5	36	journal	journal	PROPN
gist-694	5	37	.	.	PUNCT
gist-694	6	1	issn	issn	PROPN
gist-694	6	2	1692	1692	NUM
gist-694	6	3	-	-	SYM
gist-694	6	4	5777	5777	NUM
gist-694	6	5	.	.	PUNCT
gist-694	7	1	no.17	no.17	PROPN
gist-694	7	2	(	(	PUNCT
gist-694	7	3	july	july	PROPN
gist-694	7	4	december	december	PROPN
gist-694	7	5	2018	2018	NUM
gist-694	7	6	)	)	PUNCT
gist-694	7	7	.	.	PUNCT
gist-694	8	1	pp	pp	ADJ
gist-694	8	2	.	.	PUNCT
gist-694	9	1	193	193	NUM
gist-694	9	2	-	-	SYM
gist-694	9	3	214	214	NUM
gist-694	9	4	.	.	PUNCT
gist-694	10	1	no	no	INTJ
gist-694	10	2	.	.	NOUN
gist-694	10	3	17	17	NUM
gist-694	10	4	(	(	PUNCT
gist-694	10	5	july	july	PROPN
gist-694	10	6	december	december	PROPN
gist-694	10	7	,	,	PUNCT
gist-694	10	8	2018	2018	NUM
gist-694	10	9	)	)	PUNCT
gist-694	11	1	no	no	INTJ
gist-694	11	2	.	.	NOUN
gist-694	11	3	17	17	NUM
gist-694	11	4	(	(	PUNCT
gist-694	11	5	july	july	PROPN
gist-694	11	6	december	december	PROPN
gist-694	11	7	,	,	PUNCT
gist-694	11	8	2018	2018	NUM
gist-694	11	9	)	)	PUNCT
gist-694	11	10	194	194	NUM
gist-694	11	11	process	process	NOUN
gist-694	11	12	that	that	PRON
gist-694	11	13	improves	improve	VERB
gist-694	11	14	student	student	NOUN
gist-694	11	15	learning	learn	VERB
gist-694	11	16	through	through	ADP
gist-694	11	17	action	action	NOUN
gist-694	11	18	plans	plan	NOUN
gist-694	11	19	informed	inform	VERB
gist-694	11	20	by	by	ADP
gist-694	11	21	learning	learn	VERB
gist-694	11	22	analytics	analytic	NOUN
gist-694	11	23	(	(	PUNCT
gist-694	11	24	la	la	PROPN
gist-694	11	25	)	)	PUNCT
gist-694	11	26	;	;	PUNCT
gist-694	11	27	which	which	PRON
gist-694	11	28	could	could	AUX
gist-694	11	29	be	be	AUX
gist-694	11	30	seen	see	VERB
gist-694	11	31	as	as	ADP
gist-694	11	32	the	the	DET
gist-694	11	33	scientific	scientific	ADJ
gist-694	11	34	data	datum	NOUN
gist-694	11	35	behind	behind	ADP
gist-694	11	36	the	the	DET
gist-694	11	37	observations	observation	NOUN
gist-694	11	38	educators	educator	NOUN
gist-694	11	39	have	have	AUX
gist-694	11	40	traditionally	traditionally	ADV
gist-694	11	41	done	do	VERB
gist-694	11	42	.	.	PUNCT
gist-694	12	1	key	key	ADJ
gist-694	12	2	words	word	NOUN
gist-694	12	3	:	:	PUNCT
gist-694	12	4	data	datum	NOUN
gist-694	12	5	,	,	PUNCT
gist-694	12	6	reading	reading	NOUN
gist-694	12	7	,	,	PUNCT
gist-694	12	8	student	student	NOUN
gist-694	12	9	learning	learning	NOUN
gist-694	12	10	,	,	PUNCT
gist-694	12	11	learning	learn	VERB
gist-694	12	12	analytics	analytic	NOUN
gist-694	12	13	.	.	PUNCT
gist-694	13	1	resumen	resuman	NOUN
gist-694	13	2	:	:	PUNCT
gist-694	13	3	este	este	PROPN
gist-694	13	4	artículo	artículo	PROPN
gist-694	13	5	muestra	muestra	PROPN
gist-694	13	6	como	como	PROPN
gist-694	13	7	un	un	PROPN
gist-694	13	8	colegio	colegio	PROPN
gist-694	13	9	internacional	internacional	PROPN
gist-694	13	10	americano	americano	PROPN
gist-694	13	11	en	en	X
gist-694	13	12	vietnam	vietnam	PROPN
gist-694	13	13	emplea	emplea	PROPN
gist-694	14	1	datos	dato	NOUN
gist-694	14	2	y	y	PROPN
gist-694	14	3	analítica	analítica	PROPN
gist-694	14	4	del	del	PROPN
gist-694	14	5	aprendizaje	aprendizaje	PROPN
gist-694	14	6	para	para	PROPN
gist-694	14	7	conocer	conocer	PROPN
gist-694	14	8	acerca	acerca	PROPN
gist-694	14	9	del	del	PROPN
gist-694	14	10	aprendizaje	aprendizaje	PROPN
gist-694	14	11	de	de	PROPN
gist-694	14	12	sus	sus	PROPN
gist-694	14	13	estudiantes	estudiante	VERB
gist-694	14	14	a	a	DET
gist-694	14	15	partir	partir	X
gist-694	14	16	de	de	X
gist-694	14	17	sus	sus	PROPN
gist-694	14	18	evaluaciones	evaluacione	NOUN
gist-694	14	19	y	y	PROPN
gist-694	14	20	los	los	PROPN
gist-694	14	21	datos	datos	PROPN
gist-694	14	22	proporcionados	proporcionado	NOUN
gist-694	14	23	por	por	VERB
gist-694	14	24	éstas	éstas	PROPN
gist-694	14	25	para	para	PROPN
gist-694	14	26	mejorar	mejorar	PROPN
gist-694	14	27	,	,	PUNCT
gist-694	14	28	entre	entre	PROPN
gist-694	14	29	otras	otras	PROPN
gist-694	14	30	áreas	áreas	PROPN
gist-694	14	31	,	,	PUNCT
gist-694	14	32	las	las	PROPN
gist-694	14	33	habilidades	habilidade	NOUN
gist-694	14	34	de	de	PROPN
gist-694	14	35	lectura	lectura	PROPN
gist-694	14	36	en	en	PROPN
gist-694	14	37	una	una	PROPN
gist-694	14	38	población	población	PROPN
gist-694	14	39	predominantemente	predominantemente	PROPN
gist-694	14	40	con	con	PROPN
gist-694	14	41	estudiantes	estudiantes	PROPN
gist-694	14	42	de	de	PROPN
gist-694	14	43	inglés	inglés	PROPN
gist-694	14	44	como	como	PROPN
gist-694	14	45	lengua	lengua	PROPN
gist-694	14	46	adicional	adicional	PROPN
gist-694	14	47	(	(	PUNCT
gist-694	14	48	eal	eal	NOUN
gist-694	14	49	)	)	PUNCT
gist-694	14	50	.	.	PUNCT
gist-694	15	1	la	la	PROPN
gist-694	15	2	fuente	fuente	PROPN
gist-694	15	3	es	es	X
gist-694	15	4	principalmente	principalmente	PROPN
gist-694	15	5	una	una	PROPN
gist-694	15	6	plataforma	plataforma	PROPN
gist-694	15	7	de	de	PROPN
gist-694	15	8	evaluación	evaluación	PROPN
gist-694	15	9	adaptativa	adaptativa	PROPN
gist-694	15	10	por	por	PROPN
gist-694	15	11	computador	computador	PROPN
gist-694	15	12	,	,	PUNCT
gist-694	15	13	comúnmente	comúnmente	PROPN
gist-694	15	14	conocida	conocida	PROPN
gist-694	15	15	como	como	PROPN
gist-694	15	16	el	el	PROPN
gist-694	15	17	map	map	VERB
gist-694	15	18	growth	growth	NOUN
gist-694	15	19	test	test	NOUN
gist-694	15	20	,	,	PUNCT
gist-694	15	21	el	el	PROPN
gist-694	15	22	cual	cual	PROPN
gist-694	15	23	proporciona	proporciona	PROPN
gist-694	15	24	información	información	PROPN
gist-694	15	25	acerca	acerca	PROPN
gist-694	15	26	de	de	X
gist-694	15	27	las	las	X
gist-694	15	28	habilidades	habilidades	X
gist-694	15	29	en	en	X
gist-694	15	30	matemáticas	matemáticas	X
gist-694	15	31	y	y	PROPN
gist-694	15	32	lectura	lectura	PROPN
gist-694	15	33	para	para	PROPN
gist-694	15	34	cada	cada	PROPN
gist-694	15	35	estudiante	estudiante	PROPN
gist-694	15	36	en	en	PROPN
gist-694	15	37	particular	particular	PROPN
gist-694	15	38	.	.	PUNCT
gist-694	16	1	los	los	PROPN
gist-694	16	2	datos	datos	PROPN
gist-694	16	3	proporcionados	proporcionados	PROPN
gist-694	16	4	se	se	PROPN
gist-694	16	5	transforman	transforman	PROPN
gist-694	16	6	y	y	PROPN
gist-694	16	7	presentan	presentan	PROPN
gist-694	16	8	a	a	DET
gist-694	16	9	los	los	PROPN
gist-694	16	10	interesados	interesado	NOUN
gist-694	16	11	a	a	DET
gist-694	16	12	través	través	NOUN
gist-694	16	13	de	de	X
gist-694	16	14	visualizaciones	visualizaciones	PROPN
gist-694	16	15	creadas	creadas	PROPN
gist-694	16	16	en	en	PROPN
gist-694	16	17	un	un	PROPN
gist-694	16	18	software	software	PROPN
gist-694	16	19	especializado	especializado	VERB
gist-694	16	20	a	a	DET
gist-694	16	21	fin	fin	NOUN
gist-694	16	22	de	de	X
gist-694	16	23	indagar	indagar	NOUN
gist-694	16	24	en	en	ADP
gist-694	16	25	los	los	PROPN
gist-694	16	26	datos	datos	PROPN
gist-694	16	27	y	y	PROPN
gist-694	16	28	dar	dar	PROPN
gist-694	16	29	respuesta	respuesta	PROPN
gist-694	16	30	a	a	DET
gist-694	16	31	preguntas	preguntas	NOUN
gist-694	16	32	pedagógicas	pedagógicas	PROPN
gist-694	16	33	que	que	X
gist-694	16	34	emergen	emergen	PROPN
gist-694	16	35	tanto	tanto	PROPN
gist-694	16	36	de	de	PROPN
gist-694	16	37	los	los	PROPN
gist-694	16	38	profesores	profesores	PROPN
gist-694	16	39	como	como	PROPN
gist-694	16	40	de	de	X
gist-694	16	41	los	los	PROPN
gist-694	16	42	administrativos	administrativos	PROPN
gist-694	16	43	.	.	PUNCT
gist-694	17	1	este	este	NOUN
gist-694	17	2	proceso	proceso	PROPN
gist-694	17	3	involucra	involucra	VERB
gist-694	17	4	nuevos	nuevos	NOUN
gist-694	17	5	campos	campos	NOUN
gist-694	17	6	conocidos	conocido	NOUN
gist-694	17	7	como	como	PROPN
gist-694	17	8	analítica	analítica	PROPN
gist-694	17	9	del	del	PROPN
gist-694	17	10	aprendizaje	aprendizaje	PROPN
gist-694	17	11	y	y	PROPN
gist-694	17	12	minería	minería	PROPN
gist-694	17	13	visual	visual	PROPN
gist-694	17	14	de	de	PROPN
gist-694	17	15	datos	datos	X
gist-694	17	16	a	a	DET
gist-694	17	17	fin	fin	NOUN
gist-694	17	18	de	de	X
gist-694	17	19	encontrar	encontrar	PROPN
gist-694	17	20	información	información	PROPN
gist-694	17	21	que	que	PROPN
gist-694	17	22	no	no	DET
gist-694	17	23	es	es	NOUN
gist-694	17	24	usualmente	usualmente	NOUN
gist-694	17	25	evidente	evidente	PROPN
gist-694	17	26	en	en	PROPN
gist-694	17	27	los	los	PROPN
gist-694	17	28	conjuntos	conjuntos	PROPN
gist-694	17	29	de	de	PROPN
gist-694	17	30	datos	datos	PROPN
gist-694	17	31	disponibles	disponibles	PROPN
gist-694	17	32	en	en	X
gist-694	17	33	la	la	PROPN
gist-694	17	34	institución	institución	PROPN
gist-694	17	35	escolar	escolar	PROPN
gist-694	17	36	.	.	PUNCT
gist-694	18	1	los	los	PROPN
gist-694	18	2	resultados	resultados	PROPN
gist-694	18	3	indican	indican	X
gist-694	18	4	que	que	PROPN
gist-694	18	5	lo	lo	PROPN
gist-694	18	6	profesores	profesores	PROPN
gist-694	18	7	se	se	PROPN
gist-694	18	8	ven	ven	PROPN
gist-694	18	9	inmersos	inmersos	PROPN
gist-694	18	10	en	en	PROPN
gist-694	18	11	un	un	PROPN
gist-694	18	12	procesos	procesos	PROPN
gist-694	18	13	de	de	PROPN
gist-694	18	14	reflexión	reflexión	PROPN
gist-694	18	15	para	para	PROPN
gist-694	18	16	mejorar	mejorar	PROPN
gist-694	18	17	el	el	PROPN
gist-694	18	18	aprendizaje	aprendizaje	PROPN
gist-694	18	19	de	de	PROPN
gist-694	18	20	los	los	PROPN
gist-694	18	21	estudiantes	estudiante	VERB
gist-694	18	22	a	a	DET
gist-694	18	23	través	través	NOUN
gist-694	18	24	de	de	X
gist-694	18	25	planes	planes	X
gist-694	18	26	de	de	PROPN
gist-694	18	27	acción	acción	PROPN
gist-694	18	28	informados	informado	VERB
gist-694	18	29	con	con	PROPN
gist-694	18	30	analítica	analítica	PROPN
gist-694	18	31	del	del	PROPN
gist-694	18	32	aprendizaje	aprendizaje	PROPN
gist-694	18	33	(	(	PUNCT
gist-694	18	34	la	la	PROPN
gist-694	18	35	)	)	PUNCT
gist-694	18	36	;	;	PUNCT
gist-694	18	37	la	la	PROPN
gist-694	18	38	cual	cual	PROPN
gist-694	18	39	puede	puede	PROPN
gist-694	18	40	verse	verse	PROPN
gist-694	18	41	como	como	PROPN
gist-694	18	42	los	los	PROPN
gist-694	18	43	datos	datos	PROPN
gist-694	18	44	científicos	científicos	PROPN
gist-694	18	45	detrás	detrás	PROPN
gist-694	18	46	de	de	PROPN
gist-694	18	47	las	las	PROPN
gist-694	18	48	observaciones	observacione	NOUN
gist-694	18	49	que	que	PROPN
gist-694	18	50	los	los	PROPN
gist-694	18	51	profesores	profesores	PROPN
gist-694	18	52	han	han	PROPN
gist-694	18	53	realizado	realizado	PROPN
gist-694	18	54	tradicionalmente	tradicionalmente	PROPN
gist-694	18	55	.	.	PUNCT
gist-694	19	1	palabras	palabras	PROPN
gist-694	19	2	clave	clave	PROPN
gist-694	19	3	:	:	PUNCT
gist-694	19	4	datos	dato	NOUN
gist-694	19	5	,	,	PUNCT
gist-694	19	6	lectura	lectura	PROPN
gist-694	19	7	,	,	PUNCT
gist-694	19	8	aprendizaje	aprendizaje	PROPN
gist-694	19	9	estudiantil	estudiantil	PROPN
gist-694	19	10	,	,	PUNCT
gist-694	19	11	analítica	analítica	PROPN
gist-694	19	12	de	de	PROPN
gist-694	19	13	aprendizaje	aprendizaje	PROPN
gist-694	19	14	.	.	PUNCT
gist-694	20	1	resumo	resumo	ADJ
gist-694	20	2	este	este	X
gist-694	20	3	artigo	artigo	PROPN
gist-694	20	4	mostra	mostra	X
gist-694	20	5	como	como	PROPN
gist-694	20	6	um	um	INTJ
gist-694	20	7	colégio	colégio	PROPN
gist-694	20	8	internacional	internacional	PROPN
gist-694	20	9	americano	americano	PROPN
gist-694	20	10	no	no	DET
gist-694	20	11	vietnam	vietnam	NOUN
gist-694	20	12	emprega	emprega	VERB
gist-694	20	13	dados	dado	NOUN
gist-694	20	14	da	da	PROPN
gist-694	20	15	analítica	analítica	PROPN
gist-694	20	16	da	da	PROPN
gist-694	20	17	aprendizagem	aprendizagem	PROPN
gist-694	20	18	para	para	PROPN
gist-694	20	19	conhecer	conhecer	PROPN
gist-694	20	20	acerca	acerca	VERB
gist-694	20	21	da	da	PROPN
gist-694	20	22	aprendizagem	aprendizagem	PROPN
gist-694	20	23	dos	do	NOUN
gist-694	20	24	seus	seus	PROPN
gist-694	20	25	estudantes	estudante	VERB
gist-694	20	26	,	,	PUNCT
gist-694	20	27	a	a	DET
gist-694	20	28	partir	partir	X
gist-694	20	29	de	de	X
gist-694	20	30	suas	suas	PROPN
gist-694	20	31	avaliações	avaliações	PROPN
gist-694	21	1	e	e	PROPN
gist-694	21	2	os	os	PROPN
gist-694	21	3	dados	dado	NOUN
gist-694	21	4	proporcionados	proporcionado	NOUN
gist-694	21	5	pelas	pelas	PROPN
gist-694	21	6	mesmas	mesmas	PROPN
gist-694	21	7	para	para	PROPN
gist-694	21	8	melhorar	melhorar	PROPN
gist-694	21	9	,	,	PUNCT
gist-694	21	10	entre	entre	PROPN
gist-694	21	11	outras	outras	X
gist-694	21	12	áreas	áreas	PROPN
gist-694	21	13	,	,	PUNCT
gist-694	21	14	as	as	ADP
gist-694	21	15	habilidades	habilidades	X
gist-694	21	16	de	de	X
gist-694	21	17	leitura	leitura	NOUN
gist-694	21	18	em	em	PROPN
gist-694	21	19	uma	uma	PROPN
gist-694	21	20	população	população	PROPN
gist-694	21	21	predominantemente	predominantemente	NOUN
gist-694	21	22	com	com	NOUN
gist-694	21	23	estudantes	estudante	VERB
gist-694	21	24	de	de	PROPN
gist-694	21	25	inglês	inglês	PROPN
gist-694	21	26	como	como	PROPN
gist-694	21	27	língua	língua	PROPN
gist-694	21	28	adicional	adicional	PROPN
gist-694	21	29	(	(	PUNCT
gist-694	21	30	eal	eal	PROPN
gist-694	21	31	)	)	PUNCT
gist-694	21	32	.	.	PUNCT
gist-694	22	1	a	a	DET
gist-694	22	2	fonte	fonte	NOUN
gist-694	22	3	é	é	PROPN
gist-694	22	4	principalmente	principalmente	PROPN
gist-694	22	5	uma	uma	PROPN
gist-694	22	6	plataforma	plataforma	PROPN
gist-694	22	7	de	de	PROPN
gist-694	22	8	avaliação	avaliação	PROPN
gist-694	22	9	adaptativa	adaptativa	PROPN
gist-694	22	10	por	por	PROPN
gist-694	22	11	computador	computador	PROPN
gist-694	22	12	,	,	PUNCT
gist-694	22	13	com	com	NOUN
gist-694	22	14	frequência	frequência	PROPN
gist-694	22	15	conhecida	conhecida	PROPN
gist-694	22	16	como	como	PROPN
gist-694	22	17	o	o	PROPN
gist-694	22	18	map	map	NOUN
gist-694	22	19	growth	growth	NOUN
gist-694	22	20	test	test	NOUN
gist-694	22	21	,	,	PUNCT
gist-694	22	22	o	o	PROPN
gist-694	22	23	qual	qual	PROPN
gist-694	22	24	proporciona	proporciona	PROPN
gist-694	22	25	informação	informação	PROPN
gist-694	22	26	acerca	acerca	VERB
gist-694	22	27	das	das	PROPN
gist-694	22	28	habilidades	habilidade	NOUN
gist-694	22	29	em	em	PRON
gist-694	22	30	matemáticas	matemáticas	NOUN
gist-694	22	31	e	e	X
gist-694	22	32	leitura	leitura	PROPN
gist-694	22	33	para	para	PROPN
gist-694	22	34	cada	cada	PROPN
gist-694	22	35	estudante	estudante	PROPN
gist-694	22	36	em	em	PROPN
gist-694	22	37	particular	particular	ADJ
gist-694	22	38	.	.	PUNCT
gist-694	23	1	os	os	PROPN
gist-694	23	2	dados	dados	PROPN
gist-694	23	3	proporcionados	proporcionado	NOUN
gist-694	23	4	são	são	PROPN
gist-694	23	5	transformados	transformados	PROPN
gist-694	23	6	e	e	PROPN
gist-694	23	7	apresentados	apresentado	NOUN
gist-694	23	8	aos	aos	PROPN
gist-694	23	9	interessados	interessados	PROPN
gist-694	23	10	através	através	PROPN
gist-694	23	11	de	de	X
gist-694	23	12	visualizações	visualizações	PROPN
gist-694	23	13	criadas	criada	VERB
gist-694	23	14	em	em	PRON
gist-694	23	15	um	um	INTJ
gist-694	23	16	software	software	NOUN
gist-694	23	17	especializado	especializado	NOUN
gist-694	23	18	com	com	NOUN
gist-694	23	19	o	o	PROPN
gist-694	23	20	fim	fim	X
gist-694	23	21	de	de	X
gist-694	23	22	indagar	indagar	PROPN
gist-694	23	23	nos	nos	PROPN
gist-694	23	24	dados	dados	X
gist-694	23	25	e	e	PROPN
gist-694	23	26	dar	dar	PROPN
gist-694	23	27	resposta	resposta	PROPN
gist-694	23	28	a	a	DET
gist-694	23	29	perguntas	perguntas	ADJ
gist-694	23	30	pedagógicas	pedagógicas	ADJ
gist-694	23	31	que	que	X
gist-694	23	32	emergem	emergem	PROPN
gist-694	23	33	tanto	tanto	NOUN
gist-694	23	34	dos	do	VERB
gist-694	23	35	professores	professore	NOUN
gist-694	23	36	quanto	quanto	PROPN
gist-694	23	37	dos	do	NOUN
gist-694	23	38	administrativos	administrativos	NOUN
gist-694	23	39	.	.	PUNCT
gist-694	24	1	este	este	PROPN
gist-694	24	2	processo	processo	PROPN
gist-694	24	3	envolve	envolve	PROPN
gist-694	24	4	novos	novos	PROPN
gist-694	24	5	campos	campos	PROPN
gist-694	24	6	conhecidos	conhecidos	PROPN
gist-694	24	7	como	como	PROPN
gist-694	24	8	analítica	analítica	PROPN
gist-694	24	9	da	da	PROPN
gist-694	24	10	aprendizagem	aprendizagem	PROPN
gist-694	24	11	learning	learn	VERB
gist-694	24	12	analytics	analytic	NOUN
gist-694	24	13	to	to	PART
gist-694	24	14	improve	improve	VERB
gist-694	24	15	reading	reading	NOUN
gist-694	24	16	skills	skill	NOUN
gist-694	24	17	aristizábal	aristizábal	PROPN
gist-694	24	18	no	no	NOUN
gist-694	24	19	.	.	PROPN
gist-694	24	20	17	17	NUM
gist-694	24	21	(	(	PUNCT
gist-694	24	22	july	july	PROPN
gist-694	24	23	december	december	PROPN
gist-694	24	24	,	,	PUNCT
gist-694	24	25	2018	2018	NUM
gist-694	24	26	)	)	PUNCT
gist-694	25	1	no	no	INTJ
gist-694	25	2	.	.	NOUN
gist-694	25	3	17	17	NUM
gist-694	25	4	(	(	PUNCT
gist-694	25	5	july	july	PROPN
gist-694	25	6	december	december	PROPN
gist-694	25	7	,	,	PUNCT
gist-694	25	8	2018	2018	NUM
gist-694	25	9	)	)	PUNCT
gist-694	25	10	195	195	NUM
gist-694	25	11	e	e	NOUN
gist-694	25	12	mineração	mineração	PROPN
gist-694	25	13	visual	visual	PROPN
gist-694	25	14	de	de	PROPN
gist-694	25	15	dados	dados	X
gist-694	25	16	com	com	NOUN
gist-694	25	17	o	o	X
gist-694	25	18	fim	fim	X
gist-694	25	19	de	de	PROPN
gist-694	25	20	encontrar	encontrar	PROPN
gist-694	25	21	informação	informação	PROPN
gist-694	25	22	que	que	PROPN
gist-694	25	23	não	não	PROPN
gist-694	25	24	seja	seja	PROPN
gist-694	25	25	usualmente	usualmente	PROPN
gist-694	25	26	evidente	evidente	PROPN
gist-694	25	27	nos	nos	PROPN
gist-694	25	28	conjuntos	conjuntos	PROPN
gist-694	25	29	de	de	PROPN
gist-694	25	30	dados	dados	PROPN
gist-694	25	31	disponíveis	disponíveis	PROPN
gist-694	25	32	na	na	ADP
gist-694	25	33	instituição	instituição	PROPN
gist-694	25	34	escolar	escolar	NOUN
gist-694	25	35	.	.	PUNCT
gist-694	26	1	os	os	PROPN
gist-694	26	2	resultados	resultado	NOUN
gist-694	26	3	indicam	indicam	NOUN
gist-694	26	4	que	que	PROPN
gist-694	26	5	os	os	PROPN
gist-694	26	6	professores	professores	PROPN
gist-694	26	7	se	se	PROPN
gist-694	26	8	veem	veem	PROPN
gist-694	26	9	submergidos	submergido	VERB
gist-694	26	10	em	em	PRON
gist-694	26	11	um	um	INTJ
gist-694	26	12	processo	processo	X
gist-694	26	13	de	de	X
gist-694	26	14	reflexão	reflexão	PROPN
gist-694	26	15	para	para	PROPN
gist-694	26	16	melhorar	melhorar	PROPN
gist-694	26	17	a	a	DET
gist-694	26	18	aprendizagem	aprendizagem	ADJ
gist-694	26	19	dos	dos	NOUN
gist-694	26	20	estudantes	estudante	VERB
gist-694	26	21	através	através	PROPN
gist-694	26	22	de	de	PROPN
gist-694	26	23	planos	planos	PROPN
gist-694	26	24	de	de	PROPN
gist-694	26	25	ação	ação	PROPN
gist-694	26	26	informados	informados	PROPN
gist-694	26	27	com	com	NOUN
gist-694	26	28	analítica	analítica	PROPN
gist-694	26	29	da	da	PROPN
gist-694	26	30	aprendizagem	aprendizagem	PROPN
gist-694	26	31	(	(	PUNCT
gist-694	26	32	la	la	PROPN
gist-694	26	33	)	)	PUNCT
gist-694	26	34	;	;	PUNCT
gist-694	26	35	a	a	DET
gist-694	26	36	qual	qual	PROPN
gist-694	26	37	pode	pode	PROPN
gist-694	26	38	ver	ver	PROPN
gist-694	26	39	-	-	PUNCT
gist-694	26	40	se	se	X
gist-694	26	41	como	como	PROPN
gist-694	26	42	os	os	PROPN
gist-694	26	43	dados	dados	PROPN
gist-694	26	44	científicos	científicos	PROPN
gist-694	26	45	por	por	PROPN
gist-694	26	46	trás	trás	NOUN
gist-694	26	47	das	das	PROPN
gist-694	26	48	observações	observações	PROPN
gist-694	26	49	que	que	PROPN
gist-694	26	50	os	os	PROPN
gist-694	26	51	professores	professores	PROPN
gist-694	26	52	têm	têm	PROPN
gist-694	26	53	realizado	realizado	PROPN
gist-694	26	54	tradicionalmente	tradicionalmente	PROPN
gist-694	26	55	.	.	PUNCT
gist-694	27	1	palavras	palavras	PROPN
gist-694	27	2	chave	chave	PROPN
gist-694	27	3	:	:	PUNCT
gist-694	27	4	dados	dado	NOUN
gist-694	27	5	,	,	PUNCT
gist-694	27	6	leitura	leitura	NOUN
gist-694	27	7	,	,	PUNCT
gist-694	27	8	aprendizagem	aprendizagem	ADV
gist-694	27	9	estudantil	estudantil	PROPN
gist-694	27	10	,	,	PUNCT
gist-694	27	11	analítica	analítica	PROPN
gist-694	27	12	de	de	X
gist-694	27	13	aprendizagem	aprendizagem	PROPN
gist-694	27	14	.	.	PUNCT
gist-694	28	1	learning	learn	VERB
gist-694	28	2	analytics	analytic	NOUN
gist-694	28	3	to	to	PART
gist-694	28	4	improve	improve	VERB
gist-694	28	5	reading	reading	NOUN
gist-694	28	6	skills	skill	NOUN
gist-694	28	7	aristizábal	aristizábal	PROPN
gist-694	28	8	no	no	NOUN
gist-694	28	9	.	.	PROPN
gist-694	28	10	17	17	NUM
gist-694	28	11	(	(	PUNCT
gist-694	28	12	july	july	PROPN
gist-694	28	13	december	december	PROPN
gist-694	28	14	,	,	PUNCT
gist-694	28	15	2018	2018	NUM
gist-694	28	16	)	)	PUNCT
gist-694	29	1	no	no	INTJ
gist-694	29	2	.	.	NOUN
gist-694	29	3	17	17	NUM
gist-694	29	4	(	(	PUNCT
gist-694	29	5	july	july	PROPN
gist-694	29	6	december	december	PROPN
gist-694	29	7	,	,	PUNCT
gist-694	29	8	2018	2018	NUM
gist-694	29	9	)	)	PUNCT
gist-694	29	10	196	196	NUM
gist-694	29	11	introduction	introduction	NOUN
gist-694	29	12	assessment	assessment	NOUN
gist-694	29	13	of	of	ADP
gist-694	29	14	student	student	NOUN
gist-694	29	15	learning	learning	NOUN
gist-694	29	16	is	be	AUX
gist-694	29	17	a	a	DET
gist-694	29	18	critical	critical	ADJ
gist-694	29	19	issue	issue	NOUN
gist-694	29	20	in	in	ADP
gist-694	29	21	education	education	NOUN
gist-694	29	22	.	.	PUNCT
gist-694	30	1	there	there	PRON
gist-694	30	2	are	be	VERB
gist-694	30	3	different	different	ADJ
gist-694	30	4	approaches	approach	NOUN
gist-694	30	5	,	,	PUNCT
gist-694	30	6	but	but	CCONJ
gist-694	30	7	so	so	ADV
gist-694	30	8	far	far	ADV
gist-694	30	9	personal	personal	ADJ
gist-694	30	10	professional	professional	ADJ
gist-694	30	11	experience	experience	NOUN
gist-694	30	12	seems	seem	VERB
gist-694	30	13	to	to	PART
gist-694	30	14	indicate	indicate	VERB
gist-694	30	15	that	that	SCONJ
gist-694	30	16	no	no	ADV
gist-694	30	17	matter	matter	ADV
gist-694	30	18	how	how	SCONJ
gist-694	30	19	good	good	ADJ
gist-694	30	20	the	the	DET
gist-694	30	21	assessment	assessment	NOUN
gist-694	30	22	is	be	AUX
gist-694	30	23	,	,	PUNCT
gist-694	30	24	it	it	PRON
gist-694	30	25	always	always	ADV
gist-694	30	26	falls	fall	VERB
gist-694	30	27	short	short	ADJ
gist-694	30	28	in	in	ADP
gist-694	30	29	determining	determine	VERB
gist-694	30	30	what	what	PRON
gist-694	30	31	students	student	NOUN
gist-694	30	32	actually	actually	ADV
gist-694	30	33	learn	learn	VERB
gist-694	30	34	,	,	PUNCT
gist-694	30	35	how	how	SCONJ
gist-694	30	36	they	they	PRON
gist-694	30	37	learn	learn	VERB
gist-694	30	38	or	or	CCONJ
gist-694	30	39	what	what	PRON
gist-694	30	40	they	they	PRON
gist-694	30	41	are	be	AUX
gist-694	30	42	able	able	ADJ
gist-694	30	43	to	to	PART
gist-694	30	44	do	do	VERB
gist-694	30	45	with	with	ADP
gist-694	30	46	that	that	DET
gist-694	30	47	knowledge	knowledge	NOUN
gist-694	30	48	.	.	PUNCT
gist-694	31	1	however	however	ADV
gist-694	31	2	,	,	PUNCT
gist-694	31	3	thanks	thank	NOUN
gist-694	31	4	to	to	ADP
gist-694	31	5	developments	development	NOUN
gist-694	31	6	in	in	ADP
gist-694	31	7	technology	technology	NOUN
gist-694	31	8	,	,	PUNCT
gist-694	31	9	it	it	PRON
gist-694	31	10	looks	look	VERB
gist-694	31	11	like	like	SCONJ
gist-694	31	12	the	the	DET
gist-694	31	13	assessment	assessment	NOUN
gist-694	31	14	of	of	ADP
gist-694	31	15	learning	learning	NOUN
gist-694	31	16	is	be	AUX
gist-694	31	17	transcending	transcend	VERB
gist-694	31	18	the	the	DET
gist-694	31	19	limits	limit	NOUN
gist-694	31	20	of	of	ADP
gist-694	31	21	linear	linear	ADJ
gist-694	31	22	and	and	CCONJ
gist-694	31	23	fixed	fix	VERB
gist-694	31	24	datasets	dataset	NOUN
gist-694	31	25	of	of	ADP
gist-694	31	26	questions	question	NOUN
gist-694	31	27	on	on	ADP
gist-694	31	28	tests	test	NOUN
gist-694	31	29	,	,	PUNCT
gist-694	31	30	to	to	ADP
gist-694	31	31	a	a	DET
gist-694	31	32	stage	stage	NOUN
gist-694	31	33	where	where	SCONJ
gist-694	31	34	a	a	DET
gist-694	31	35	computer	computer	NOUN
gist-694	31	36	software	software	NOUN
gist-694	31	37	is	be	AUX
gist-694	31	38	able	able	ADJ
gist-694	31	39	to	to	PART
gist-694	31	40	determine	determine	VERB
gist-694	31	41	the	the	DET
gist-694	31	42	level	level	NOUN
gist-694	31	43	of	of	ADP
gist-694	31	44	performance	performance	NOUN
gist-694	31	45	of	of	ADP
gist-694	31	46	students	student	NOUN
gist-694	31	47	and	and	CCONJ
gist-694	31	48	adapt	adapt	VERB
gist-694	31	49	the	the	DET
gist-694	31	50	test	test	NOUN
gist-694	31	51	questions	question	NOUN
gist-694	31	52	thanks	thank	NOUN
gist-694	31	53	to	to	ADP
gist-694	31	54	,	,	PUNCT
gist-694	31	55	among	among	ADP
gist-694	31	56	multiple	multiple	ADJ
gist-694	31	57	tasks	task	NOUN
gist-694	31	58	,	,	PUNCT
gist-694	31	59	the	the	DET
gist-694	31	60	use	use	NOUN
gist-694	31	61	of	of	ADP
gist-694	31	62	predictive	predictive	ADJ
gist-694	31	63	algorithms	algorithm	NOUN
gist-694	31	64	and	and	CCONJ
gist-694	31	65	item	item	NOUN
gist-694	31	66	response	response	NOUN
gist-694	31	67	analysis	analysis	NOUN
gist-694	31	68	.	.	PUNCT
gist-694	32	1	even	even	ADV
gist-694	32	2	though	though	SCONJ
gist-694	32	3	in	in	ADP
gist-694	32	4	today	today	NOUN
gist-694	32	5	’s	’s	PART
gist-694	32	6	classroom	classroom	NOUN
gist-694	32	7	computer	computer	NOUN
gist-694	32	8	adaptive	adaptive	ADJ
gist-694	32	9	testing	testing	NOUN
gist-694	32	10	(	(	PUNCT
gist-694	32	11	cat	cat	NOUN
gist-694	32	12	)	)	PUNCT
gist-694	32	13	is	be	AUX
gist-694	32	14	not	not	PART
gist-694	32	15	a	a	DET
gist-694	32	16	regular	regular	ADJ
gist-694	32	17	practice	practice	NOUN
gist-694	32	18	in	in	ADP
gist-694	32	19	daily	daily	ADJ
gist-694	32	20	assessment	assessment	NOUN
gist-694	32	21	scenarios	scenario	NOUN
gist-694	32	22	,	,	PUNCT
gist-694	32	23	they	they	PRON
gist-694	32	24	are	be	AUX
gist-694	32	25	gaining	gain	VERB
gist-694	32	26	more	more	ADJ
gist-694	32	27	space	space	NOUN
gist-694	32	28	and	and	CCONJ
gist-694	32	29	preponderance	preponderance	NOUN
gist-694	32	30	in	in	ADP
gist-694	32	31	the	the	DET
gist-694	32	32	internal	internal	ADJ
gist-694	32	33	structure	structure	NOUN
gist-694	32	34	of	of	ADP
gist-694	32	35	primary	primary	ADJ
gist-694	32	36	and	and	CCONJ
gist-694	32	37	secondary	secondary	ADJ
gist-694	32	38	schools	school	NOUN
gist-694	32	39	and	and	CCONJ
gist-694	32	40	eventually	eventually	ADV
gist-694	32	41	,	,	PUNCT
gist-694	32	42	as	as	ADP
gist-694	32	43	a	a	DET
gist-694	32	44	result	result	NOUN
gist-694	32	45	of	of	ADP
gist-694	32	46	the	the	DET
gist-694	32	47	massification	massification	NOUN
gist-694	32	48	of	of	ADP
gist-694	32	49	technology	technology	NOUN
gist-694	32	50	,	,	PUNCT
gist-694	32	51	daily	daily	ADV
gist-694	32	52	on	on	ADP
gist-694	32	53	-	-	PUNCT
gist-694	32	54	the	the	DET
gist-694	32	55	-	-	PUNCT
gist-694	32	56	spot	spot	NOUN
gist-694	32	57	student	student	NOUN
gist-694	32	58	adaptive	adaptive	ADJ
gist-694	32	59	assessment	assessment	NOUN
gist-694	32	60	could	could	AUX
gist-694	32	61	take	take	VERB
gist-694	32	62	place	place	NOUN
gist-694	32	63	on	on	ADP
gist-694	32	64	a	a	DET
gist-694	32	65	regular	regular	ADJ
gist-694	32	66	and	and	CCONJ
gist-694	32	67	consistent	consistent	ADJ
gist-694	32	68	way	way	NOUN
gist-694	32	69	.	.	PUNCT
gist-694	33	1	current	current	ADJ
gist-694	33	2	cat	cat	NOUN
gist-694	33	3	platforms	platform	NOUN
gist-694	33	4	are	be	AUX
gist-694	33	5	usually	usually	ADV
gist-694	33	6	equipped	equip	VERB
gist-694	33	7	with	with	ADP
gist-694	33	8	basic	basic	ADJ
gist-694	33	9	dashboards	dashboard	NOUN
gist-694	33	10	and	and	CCONJ
gist-694	33	11	reports	report	NOUN
gist-694	33	12	for	for	ADP
gist-694	33	13	different	different	ADJ
gist-694	33	14	stakeholders	stakeholder	NOUN
gist-694	33	15	,	,	PUNCT
gist-694	33	16	but	but	CCONJ
gist-694	33	17	sometimes	sometimes	ADV
gist-694	33	18	the	the	DET
gist-694	33	19	data	datum	NOUN
gist-694	33	20	analysis	analysis	NOUN
gist-694	33	21	derived	derive	VERB
gist-694	33	22	from	from	ADP
gist-694	33	23	these	these	DET
gist-694	33	24	reports	report	NOUN
gist-694	33	25	is	be	AUX
gist-694	33	26	limited	limit	VERB
gist-694	33	27	by	by	ADP
gist-694	33	28	the	the	DET
gist-694	33	29	possibilities	possibility	NOUN
gist-694	33	30	of	of	ADP
gist-694	33	31	the	the	DET
gist-694	33	32	platforms	platform	NOUN
gist-694	33	33	and	and	CCONJ
gist-694	33	34	a	a	DET
gist-694	33	35	reduced	reduced	ADJ
gist-694	33	36	interaction	interaction	NOUN
gist-694	33	37	with	with	ADP
gist-694	33	38	the	the	DET
gist-694	33	39	original	original	ADJ
gist-694	33	40	datasets	dataset	NOUN
gist-694	33	41	.	.	PUNCT
gist-694	34	1	if	if	SCONJ
gist-694	34	2	an	an	DET
gist-694	34	3	institution	institution	NOUN
gist-694	34	4	is	be	AUX
gist-694	34	5	interested	interested	ADJ
gist-694	34	6	in	in	ADP
gist-694	34	7	digging	dig	VERB
gist-694	34	8	into	into	ADP
gist-694	34	9	the	the	DET
gist-694	34	10	data	datum	NOUN
gist-694	34	11	trying	try	VERB
gist-694	34	12	to	to	PART
gist-694	34	13	find	find	VERB
gist-694	34	14	new	new	ADJ
gist-694	34	15	patterns	pattern	NOUN
gist-694	34	16	,	,	PUNCT
gist-694	34	17	associations	association	NOUN
gist-694	34	18	between	between	ADP
gist-694	34	19	variables	variable	NOUN
gist-694	34	20	or	or	CCONJ
gist-694	34	21	merging	merge	VERB
gist-694	34	22	data	datum	NOUN
gist-694	34	23	with	with	ADP
gist-694	34	24	additional	additional	ADJ
gist-694	34	25	datasets	dataset	NOUN
gist-694	34	26	,	,	PUNCT
gist-694	34	27	likely	likely	ADJ
gist-694	34	28	it	it	PRON
gist-694	34	29	will	will	AUX
gist-694	34	30	not	not	PART
gist-694	34	31	happen	happen	VERB
gist-694	34	32	with	with	ADP
gist-694	34	33	currently	currently	ADV
gist-694	34	34	available	available	ADJ
gist-694	34	35	cat	cat	NOUN
gist-694	34	36	platforms	platform	NOUN
gist-694	34	37	.	.	PUNCT
gist-694	35	1	as	as	ADP
gist-694	35	2	a	a	DET
gist-694	35	3	result	result	NOUN
gist-694	35	4	,	,	PUNCT
gist-694	35	5	organizations	organization	NOUN
gist-694	35	6	are	be	AUX
gist-694	35	7	being	be	AUX
gist-694	35	8	forced	force	VERB
gist-694	35	9	to	to	PART
gist-694	35	10	find	find	VERB
gist-694	35	11	,	,	PUNCT
gist-694	35	12	implement	implement	VERB
gist-694	35	13	and	and	CCONJ
gist-694	35	14	use	use	VERB
gist-694	35	15	new	new	ADJ
gist-694	35	16	systems	system	NOUN
gist-694	35	17	in	in	ADP
gist-694	35	18	order	order	NOUN
gist-694	35	19	to	to	PART
gist-694	35	20	enhance	enhance	VERB
gist-694	35	21	the	the	DET
gist-694	35	22	internal	internal	ADJ
gist-694	35	23	analytics	analytic	NOUN
gist-694	35	24	capability	capability	NOUN
gist-694	35	25	and	and	CCONJ
gist-694	35	26	to	to	PART
gist-694	35	27	provide	provide	VERB
gist-694	35	28	more	more	ADV
gist-694	35	29	customized	customized	ADJ
gist-694	35	30	and	and	CCONJ
gist-694	35	31	targeted	target	VERB
gist-694	35	32	reports	report	NOUN
gist-694	35	33	that	that	PRON
gist-694	35	34	will	will	AUX
gist-694	35	35	illustrate	illustrate	VERB
gist-694	35	36	,	,	PUNCT
gist-694	35	37	in	in	ADP
gist-694	35	38	a	a	DET
gist-694	35	39	larger	large	ADJ
gist-694	35	40	scale	scale	NOUN
gist-694	35	41	,	,	PUNCT
gist-694	35	42	associated	associate	VERB
gist-694	35	43	variables	variable	NOUN
gist-694	35	44	to	to	ADP
gist-694	35	45	the	the	DET
gist-694	35	46	test	test	NOUN
gist-694	35	47	results	result	NOUN
gist-694	35	48	.	.	PUNCT
gist-694	36	1	this	this	DET
gist-694	36	2	case	case	NOUN
gist-694	36	3	study	study	NOUN
gist-694	36	4	deals	deal	VERB
gist-694	36	5	precisely	precisely	ADV
gist-694	36	6	with	with	ADP
gist-694	36	7	the	the	DET
gist-694	36	8	above	above	ADJ
gist-694	36	9	issue	issue	NOUN
gist-694	36	10	and	and	CCONJ
gist-694	36	11	its	its	PRON
gist-694	36	12	general	general	ADJ
gist-694	36	13	objective	objective	NOUN
gist-694	36	14	is	be	AUX
gist-694	36	15	to	to	PART
gist-694	36	16	illustrate	illustrate	VERB
gist-694	36	17	how	how	SCONJ
gist-694	36	18	the	the	DET
gist-694	36	19	analysis	analysis	NOUN
gist-694	36	20	of	of	ADP
gist-694	36	21	data	datum	NOUN
gist-694	36	22	and	and	CCONJ
gist-694	36	23	insights	insight	NOUN
gist-694	36	24	from	from	ADP
gist-694	36	25	a	a	DET
gist-694	36	26	computer	computer	NOUN
gist-694	36	27	-	-	PUNCT
gist-694	36	28	adaptive	adaptive	ADJ
gist-694	36	29	test	test	NOUN
gist-694	36	30	can	can	AUX
gist-694	36	31	be	be	AUX
gist-694	36	32	enhanced	enhance	VERB
gist-694	36	33	by	by	ADP
gist-694	36	34	the	the	DET
gist-694	36	35	use	use	NOUN
gist-694	36	36	of	of	ADP
gist-694	36	37	a	a	DET
gist-694	36	38	learning	learn	VERB
gist-694	36	39	analytics	analytic	NOUN
gist-694	36	40	system	system	NOUN
gist-694	36	41	leading	lead	VERB
gist-694	36	42	to	to	ADP
gist-694	36	43	the	the	DET
gist-694	36	44	creation	creation	NOUN
gist-694	36	45	of	of	ADP
gist-694	36	46	action	action	NOUN
gist-694	36	47	plans	plan	VERB
gist-694	36	48	to	to	PART
gist-694	36	49	improve	improve	VERB
gist-694	36	50	student	student	NOUN
gist-694	36	51	learning	learning	NOUN
gist-694	36	52	.	.	PUNCT
gist-694	37	1	it	it	PRON
gist-694	37	2	took	take	VERB
gist-694	37	3	place	place	NOUN
gist-694	37	4	in	in	ADP
gist-694	37	5	an	an	DET
gist-694	37	6	american	american	ADJ
gist-694	37	7	international	international	ADJ
gist-694	37	8	school	school	NOUN
gist-694	37	9	in	in	ADP
gist-694	37	10	ho	ho	PROPN
gist-694	37	11	chi	chi	PROPN
gist-694	37	12	minh	minh	PROPN
gist-694	37	13	,	,	PUNCT
gist-694	37	14	vietnam	vietnam	PROPN
gist-694	37	15	,	,	PUNCT
gist-694	37	16	where	where	SCONJ
gist-694	37	17	most	most	ADJ
gist-694	37	18	students	student	NOUN
gist-694	37	19	are	be	AUX
gist-694	37	20	classified	classify	VERB
gist-694	37	21	as	as	ADP
gist-694	37	22	eal	eal	PROPN
gist-694	37	23	’s	’s	PART
gist-694	37	24	and	and	CCONJ
gist-694	37	25	all	all	DET
gist-694	37	26	subject	subject	ADJ
gist-694	37	27	teachers	teacher	NOUN
gist-694	37	28	are	be	AUX
gist-694	37	29	considered	consider	VERB
gist-694	37	30	eal	eal	PROPN
gist-694	37	31	supporters	supporter	NOUN
gist-694	37	32	.	.	PUNCT
gist-694	38	1	the	the	DET
gist-694	38	2	study	study	NOUN
gist-694	38	3	uses	use	VERB
gist-694	38	4	the	the	DET
gist-694	38	5	measures	measure	NOUN
gist-694	38	6	of	of	ADP
gist-694	38	7	academic	academic	ADJ
gist-694	38	8	progress	progress	NOUN
gist-694	38	9	or	or	CCONJ
gist-694	38	10	map	map	VERB
gist-694	38	11	®	®	NOUN
gist-694	38	12	growth	growth	NOUN
gist-694	38	13	™	™	VERB
gist-694	38	14	as	as	ADP
gist-694	38	15	the	the	DET
gist-694	38	16	cat	cat	NOUN
gist-694	38	17	platform	platform	NOUN
gist-694	38	18	and	and	CCONJ
gist-694	38	19	tableau	tableau	PROPN
gist-694	38	20	®	®	PROPN
gist-694	38	21	3	3	NUM
gist-694	38	22	as	as	ADP
gist-694	38	23	the	the	DET
gist-694	38	24	tool	tool	NOUN
gist-694	38	25	for	for	ADP
gist-694	38	26	learning	learn	VERB
gist-694	38	27	analytics	analytic	NOUN
gist-694	38	28	.	.	PUNCT
gist-694	39	1	as	as	ADP
gist-694	39	2	a	a	DET
gist-694	39	3	technique	technique	NOUN
gist-694	39	4	to	to	PART
gist-694	39	5	derive	derive	VERB
gist-694	39	6	information	information	NOUN
gist-694	39	7	and	and	CCONJ
gist-694	39	8	gain	gain	VERB
gist-694	39	9	insights	insight	NOUN
gist-694	39	10	in	in	ADP
gist-694	39	11	datasets	dataset	NOUN
gist-694	39	12	,	,	PUNCT
gist-694	39	13	this	this	DET
gist-694	39	14	research	research	NOUN
gist-694	39	15	used	use	VERB
gist-694	39	16	visualization	visualization	NOUN
gist-694	39	17	analytics	analytic	NOUN
gist-694	39	18	,	,	PUNCT
gist-694	39	19	sometimes	sometimes	ADV
gist-694	39	20	called	call	VERB
gist-694	39	21	learning	learn	VERB
gist-694	39	22	analytics	analytic	NOUN
gist-694	39	23	to	to	PART
gist-694	39	24	improve	improve	VERB
gist-694	39	25	reading	reading	NOUN
gist-694	39	26	skills	skill	NOUN
gist-694	39	27	aristizábal	aristizábal	PROPN
gist-694	39	28	no	no	NOUN
gist-694	39	29	.	.	PROPN
gist-694	39	30	17	17	NUM
gist-694	39	31	(	(	PUNCT
gist-694	39	32	july	july	PROPN
gist-694	39	33	december	december	PROPN
gist-694	39	34	,	,	PUNCT
gist-694	39	35	2018	2018	NUM
gist-694	39	36	)	)	PUNCT
gist-694	40	1	no	no	INTJ
gist-694	40	2	.	.	NOUN
gist-694	40	3	17	17	NUM
gist-694	40	4	(	(	PUNCT
gist-694	40	5	july	july	PROPN
gist-694	40	6	december	december	PROPN
gist-694	40	7	,	,	PUNCT
gist-694	40	8	2018	2018	NUM
gist-694	40	9	)	)	PUNCT
gist-694	40	10	197	197	NUM
gist-694	40	11	visual	visual	ADJ
gist-694	40	12	data	datum	NOUN
gist-694	40	13	mining	mining	NOUN
gist-694	40	14	,	,	PUNCT
gist-694	40	15	along	along	ADP
gist-694	40	16	with	with	ADP
gist-694	40	17	pedagogically	pedagogically	ADV
gist-694	40	18	-	-	PUNCT
gist-694	40	19	sound	sound	ADJ
gist-694	40	20	generative	generative	ADJ
gist-694	40	21	questions	question	NOUN
gist-694	40	22	.	.	PUNCT
gist-694	41	1	this	this	DET
gist-694	41	2	paper	paper	NOUN
gist-694	41	3	is	be	AUX
gist-694	41	4	also	also	ADV
gist-694	41	5	an	an	DET
gist-694	41	6	invitation	invitation	NOUN
gist-694	41	7	for	for	ADP
gist-694	41	8	regular	regular	ADJ
gist-694	41	9	k-12	k-12	NOUN
gist-694	41	10	classroom	classroom	NOUN
gist-694	41	11	teachers	teacher	NOUN
gist-694	41	12	to	to	PART
gist-694	41	13	explore	explore	VERB
gist-694	41	14	the	the	DET
gist-694	41	15	field	field	NOUN
gist-694	41	16	of	of	ADP
gist-694	41	17	learning	learn	VERB
gist-694	41	18	analytics	analytic	NOUN
gist-694	41	19	and	and	CCONJ
gist-694	41	20	recognize	recognize	VERB
gist-694	41	21	that	that	SCONJ
gist-694	41	22	it	it	PRON
gist-694	41	23	is	be	AUX
gist-694	41	24	possible	possible	ADJ
gist-694	41	25	to	to	PART
gist-694	41	26	improve	improve	VERB
gist-694	41	27	student	student	NOUN
gist-694	41	28	learning	learning	NOUN
gist-694	41	29	by	by	ADP
gist-694	41	30	digging	dig	VERB
gist-694	41	31	into	into	ADP
gist-694	41	32	the	the	DET
gist-694	41	33	data	datum	NOUN
gist-694	41	34	to	to	PART
gist-694	41	35	derive	derive	VERB
gist-694	41	36	information	information	NOUN
gist-694	41	37	that	that	PRON
gist-694	41	38	can	can	AUX
gist-694	41	39	be	be	AUX
gist-694	41	40	used	use	VERB
gist-694	41	41	to	to	PART
gist-694	41	42	inform	inform	VERB
gist-694	41	43	,	,	PUNCT
gist-694	41	44	adjust	adjust	VERB
gist-694	41	45	and	and	CCONJ
gist-694	41	46	adapt	adapt	VERB
gist-694	41	47	the	the	DET
gist-694	41	48	curriculum	curriculum	NOUN
gist-694	41	49	and	and	CCONJ
gist-694	41	50	instruction	instruction	NOUN
gist-694	41	51	to	to	ADP
gist-694	41	52	the	the	DET
gist-694	41	53	needs	need	NOUN
gist-694	41	54	of	of	ADP
gist-694	41	55	the	the	DET
gist-694	41	56	students	student	NOUN
gist-694	41	57	.	.	PUNCT
gist-694	42	1	case	case	NOUN
gist-694	42	2	presentation	presentation	NOUN
gist-694	42	3	computer	computer	NOUN
gist-694	42	4	-	-	PUNCT
gist-694	42	5	adaptive	adaptive	ADJ
gist-694	42	6	testing	testing	NOUN
gist-694	42	7	platforms	platform	NOUN
gist-694	42	8	usually	usually	ADV
gist-694	42	9	come	come	VERB
gist-694	42	10	with	with	ADP
gist-694	42	11	a	a	DET
gist-694	42	12	robust	robust	ADJ
gist-694	42	13	set	set	NOUN
gist-694	42	14	of	of	ADP
gist-694	42	15	analytics	analytic	NOUN
gist-694	42	16	and	and	CCONJ
gist-694	42	17	metrics	metric	NOUN
gist-694	42	18	that	that	PRON
gist-694	42	19	provide	provide	VERB
gist-694	42	20	comprehensive	comprehensive	ADJ
gist-694	42	21	information	information	NOUN
gist-694	42	22	to	to	ADP
gist-694	42	23	students	student	NOUN
gist-694	42	24	,	,	PUNCT
gist-694	42	25	teachers	teacher	NOUN
gist-694	42	26	,	,	PUNCT
gist-694	42	27	parents	parent	NOUN
gist-694	42	28	and	and	CCONJ
gist-694	42	29	school	school	NOUN
gist-694	42	30	administrators	administrator	NOUN
gist-694	42	31	.	.	PUNCT
gist-694	43	1	these	these	DET
gist-694	43	2	analytics	analytic	NOUN
gist-694	43	3	are	be	AUX
gist-694	43	4	used	use	VERB
gist-694	43	5	to	to	PART
gist-694	43	6	make	make	VERB
gist-694	43	7	informed	informed	ADJ
gist-694	43	8	decisions	decision	NOUN
gist-694	43	9	about	about	ADP
gist-694	43	10	student	student	NOUN
gist-694	43	11	learning	learning	NOUN
gist-694	43	12	,	,	PUNCT
gist-694	43	13	curriculum	curriculum	NOUN
gist-694	43	14	,	,	PUNCT
gist-694	43	15	learning	learn	VERB
gist-694	43	16	plans	plan	NOUN
gist-694	43	17	,	,	PUNCT
gist-694	43	18	teaching	teaching	NOUN
gist-694	43	19	or	or	CCONJ
gist-694	43	20	assessment	assessment	NOUN
gist-694	43	21	among	among	ADP
gist-694	43	22	other	other	ADJ
gist-694	43	23	educational	educational	ADJ
gist-694	43	24	variables	variable	NOUN
gist-694	43	25	.	.	PUNCT
gist-694	44	1	however	however	ADV
gist-694	44	2	,	,	PUNCT
gist-694	44	3	there	there	PRON
gist-694	44	4	are	be	VERB
gist-694	44	5	schools	school	NOUN
gist-694	44	6	interested	interested	ADJ
gist-694	44	7	in	in	ADP
gist-694	44	8	digging	dig	VERB
gist-694	44	9	deeper	deeply	ADV
gist-694	44	10	into	into	ADP
gist-694	44	11	the	the	DET
gist-694	44	12	data	datum	NOUN
gist-694	44	13	to	to	PART
gist-694	44	14	find	find	VERB
gist-694	44	15	additional	additional	ADJ
gist-694	44	16	information	information	NOUN
gist-694	44	17	or	or	CCONJ
gist-694	44	18	relationships	relationship	NOUN
gist-694	44	19	between	between	ADP
gist-694	44	20	other	other	ADJ
gist-694	44	21	academic	academic	ADJ
gist-694	44	22	or	or	CCONJ
gist-694	44	23	organizational	organizational	ADJ
gist-694	44	24	variables	variable	NOUN
gist-694	44	25	that	that	PRON
gist-694	44	26	often	often	ADV
gist-694	44	27	go	go	VERB
gist-694	44	28	beyond	beyond	ADP
gist-694	44	29	the	the	DET
gist-694	44	30	pre	pre	ADJ
gist-694	44	31	-	-	ADJ
gist-694	44	32	set	set	ADJ
gist-694	44	33	reports	report	NOUN
gist-694	44	34	provided	provide	VERB
gist-694	44	35	by	by	ADP
gist-694	44	36	the	the	DET
gist-694	44	37	cat	cat	NOUN
gist-694	44	38	platforms	platform	NOUN
gist-694	44	39	,	,	PUNCT
gist-694	44	40	such	such	ADJ
gist-694	44	41	as	as	ADP
gist-694	44	42	the	the	DET
gist-694	44	43	identification	identification	NOUN
gist-694	44	44	of	of	ADP
gist-694	44	45	specific	specific	ADJ
gist-694	44	46	variables	variable	NOUN
gist-694	44	47	that	that	PRON
gist-694	44	48	affect	affect	VERB
gist-694	44	49	learning	learn	VERB
gist-694	44	50	or	or	CCONJ
gist-694	44	51	curricular	curricular	ADJ
gist-694	44	52	areas	area	NOUN
gist-694	44	53	for	for	ADP
gist-694	44	54	improvement	improvement	NOUN
gist-694	44	55	.	.	PUNCT
gist-694	45	1	when	when	SCONJ
gist-694	45	2	this	this	PRON
gist-694	45	3	is	be	AUX
gist-694	45	4	the	the	DET
gist-694	45	5	intention	intention	NOUN
gist-694	45	6	,	,	PUNCT
gist-694	45	7	cat	cat	NOUN
gist-694	45	8	’s	’s	PART
gist-694	45	9	analytics	analytic	NOUN
gist-694	45	10	and	and	CCONJ
gist-694	45	11	reporting	reporting	NOUN
gist-694	45	12	tools	tool	NOUN
gist-694	45	13	fall	fall	VERB
gist-694	45	14	short	short	ADJ
gist-694	45	15	,	,	PUNCT
gist-694	45	16	which	which	PRON
gist-694	45	17	means	mean	VERB
gist-694	45	18	that	that	SCONJ
gist-694	45	19	other	other	ADJ
gist-694	45	20	measures	measure	NOUN
gist-694	45	21	need	need	VERB
gist-694	45	22	to	to	PART
gist-694	45	23	take	take	VERB
gist-694	45	24	place	place	NOUN
gist-694	45	25	in	in	ADP
gist-694	45	26	order	order	NOUN
gist-694	45	27	to	to	PART
gist-694	45	28	better	well	ADV
gist-694	45	29	understand	understand	VERB
gist-694	45	30	the	the	DET
gist-694	45	31	whole	whole	ADJ
gist-694	45	32	student	student	NOUN
gist-694	45	33	learning	learning	NOUN
gist-694	45	34	profile	profile	NOUN
gist-694	45	35	.	.	PUNCT
gist-694	46	1	this	this	PRON
gist-694	46	2	was	be	AUX
gist-694	46	3	precisely	precisely	ADV
gist-694	46	4	the	the	DET
gist-694	46	5	case	case	NOUN
gist-694	46	6	in	in	ADP
gist-694	46	7	an	an	DET
gist-694	46	8	american	american	ADJ
gist-694	46	9	international	international	ADJ
gist-694	46	10	school	school	NOUN
gist-694	46	11	in	in	ADP
gist-694	46	12	ho	ho	PROPN
gist-694	46	13	chi	chi	PROPN
gist-694	46	14	minh	minh	PROPN
gist-694	46	15	,	,	PUNCT
gist-694	46	16	vietnam	vietnam	PROPN
gist-694	46	17	,	,	PUNCT
gist-694	46	18	where	where	SCONJ
gist-694	46	19	it	it	PRON
gist-694	46	20	was	be	AUX
gist-694	46	21	found	find	VERB
gist-694	46	22	out	out	ADP
gist-694	46	23	that	that	SCONJ
gist-694	46	24	there	there	PRON
gist-694	46	25	are	be	VERB
gist-694	46	26	new	new	ADJ
gist-694	46	27	questions	question	NOUN
gist-694	46	28	that	that	PRON
gist-694	46	29	can	can	AUX
gist-694	46	30	not	not	PART
gist-694	46	31	be	be	AUX
gist-694	46	32	solely	solely	ADV
gist-694	46	33	answered	answer	VERB
gist-694	46	34	with	with	ADP
gist-694	46	35	the	the	DET
gist-694	46	36	information	information	NOUN
gist-694	46	37	provided	provide	VERB
gist-694	46	38	by	by	ADP
gist-694	46	39	the	the	DET
gist-694	46	40	cat	cat	NOUN
gist-694	46	41	’s	’s	PART
gist-694	46	42	toolkit	toolkit	NOUN
gist-694	46	43	,	,	PUNCT
gist-694	46	44	limiting	limit	VERB
gist-694	46	45	the	the	DET
gist-694	46	46	possibility	possibility	NOUN
gist-694	46	47	of	of	ADP
gist-694	46	48	merging	merge	VERB
gist-694	46	49	or	or	CCONJ
gist-694	46	50	integrating	integrate	VERB
gist-694	46	51	with	with	ADP
gist-694	46	52	other	other	ADJ
gist-694	46	53	school	school	NOUN
gist-694	46	54	datasets	dataset	NOUN
gist-694	46	55	.	.	PUNCT
gist-694	47	1	even	even	ADV
gist-694	47	2	though	though	SCONJ
gist-694	47	3	the	the	DET
gist-694	47	4	cat	cat	NOUN
gist-694	47	5	platform	platform	NOUN
gist-694	47	6	known	know	VERB
gist-694	47	7	as	as	ADP
gist-694	47	8	map	map	NOUN
gist-694	47	9	®	®	NOUN
gist-694	47	10	growth	growth	NOUN
gist-694	47	11	™	™	NOUN
gist-694	47	12	has	have	AUX
gist-694	47	13	improved	improve	VERB
gist-694	47	14	the	the	DET
gist-694	47	15	online	online	ADJ
gist-694	47	16	reporting	reporting	NOUN
gist-694	47	17	tools	tool	NOUN
gist-694	47	18	and	and	CCONJ
gist-694	47	19	produces	produce	VERB
gist-694	47	20	more	more	ADV
gist-694	47	21	usable	usable	ADJ
gist-694	47	22	and	and	CCONJ
gist-694	47	23	comprehensive	comprehensive	ADJ
gist-694	47	24	reports	report	NOUN
gist-694	47	25	to	to	PART
gist-694	47	26	inform	inform	VERB
gist-694	47	27	students	student	NOUN
gist-694	47	28	,	,	PUNCT
gist-694	47	29	teachers	teacher	NOUN
gist-694	47	30	and	and	CCONJ
gist-694	47	31	parents	parent	NOUN
gist-694	47	32	;	;	PUNCT
gist-694	47	33	at	at	ADP
gist-694	47	34	the	the	DET
gist-694	47	35	school	school	NOUN
gist-694	47	36	level	level	NOUN
gist-694	47	37	,	,	PUNCT
gist-694	47	38	there	there	PRON
gist-694	47	39	is	be	VERB
gist-694	47	40	a	a	DET
gist-694	47	41	need	need	NOUN
gist-694	47	42	for	for	ADP
gist-694	47	43	more	more	ADJ
gist-694	47	44	information	information	NOUN
gist-694	47	45	and	and	CCONJ
gist-694	47	46	insights	insight	NOUN
gist-694	47	47	that	that	PRON
gist-694	47	48	may	may	AUX
gist-694	47	49	surge	surge	VERB
gist-694	47	50	or	or	CCONJ
gist-694	47	51	be	be	AUX
gist-694	47	52	constructed	construct	VERB
gist-694	47	53	by	by	ADP
gist-694	47	54	combining	combine	VERB
gist-694	47	55	additional	additional	ADJ
gist-694	47	56	school	school	NOUN
gist-694	47	57	datasets	dataset	NOUN
gist-694	47	58	.	.	PUNCT
gist-694	48	1	the	the	DET
gist-694	48	2	educational	educational	ADJ
gist-694	48	3	community	community	NOUN
gist-694	48	4	is	be	AUX
gist-694	48	5	demanding	demand	VERB
gist-694	48	6	more	more	ADJ
gist-694	48	7	data	datum	NOUN
gist-694	48	8	insights	insight	NOUN
gist-694	48	9	and	and	CCONJ
gist-694	48	10	the	the	DET
gist-694	48	11	currently	currently	ADV
gist-694	48	12	available	available	ADJ
gist-694	48	13	resources	resource	NOUN
gist-694	48	14	fall	fall	VERB
gist-694	48	15	short	short	ADJ
gist-694	48	16	.	.	PUNCT
gist-694	49	1	for	for	ADP
gist-694	49	2	instance	instance	NOUN
gist-694	49	3	,	,	PUNCT
gist-694	49	4	in	in	ADP
gist-694	49	5	the	the	DET
gist-694	49	6	case	case	NOUN
gist-694	49	7	of	of	ADP
gist-694	49	8	english	english	ADJ
gist-694	49	9	reading	reading	NOUN
gist-694	49	10	,	,	PUNCT
gist-694	49	11	for	for	ADP
gist-694	49	12	one	one	NUM
gist-694	49	13	of	of	ADP
gist-694	49	14	the	the	DET
gist-694	49	15	assessed	assess	VERB
gist-694	49	16	areas	area	NOUN
gist-694	49	17	it	it	PRON
gist-694	49	18	is	be	AUX
gist-694	49	19	not	not	PART
gist-694	49	20	enough	enough	ADJ
gist-694	49	21	to	to	PART
gist-694	49	22	know	know	VERB
gist-694	49	23	that	that	SCONJ
gist-694	49	24	the	the	DET
gist-694	49	25	performance	performance	NOUN
gist-694	49	26	of	of	ADP
gist-694	49	27	the	the	DET
gist-694	49	28	students	student	NOUN
gist-694	49	29	is	be	AUX
gist-694	49	30	below	below	ADP
gist-694	49	31	the	the	DET
gist-694	49	32	grade	grade	NOUN
gist-694	49	33	level	level	NOUN
gist-694	49	34	expectation	expectation	NOUN
gist-694	49	35	,	,	PUNCT
gist-694	49	36	or	or	CCONJ
gist-694	49	37	that	that	SCONJ
gist-694	49	38	the	the	DET
gist-694	49	39	grade	grade	NOUN
gist-694	49	40	level	level	NOUN
gist-694	49	41	rit	rit	NOUN
gist-694	49	42	average	average	NOUN
gist-694	49	43	is	be	AUX
gist-694	49	44	220	220	NUM
gist-694	49	45	.	.	PUNCT
gist-694	50	1	teachers	teacher	NOUN
gist-694	50	2	,	,	PUNCT
gist-694	50	3	administrators	administrator	NOUN
gist-694	50	4	,	,	PUNCT
gist-694	50	5	parents	parent	NOUN
gist-694	50	6	and	and	CCONJ
gist-694	50	7	students	student	NOUN
gist-694	50	8	would	would	AUX
gist-694	50	9	like	like	VERB
gist-694	50	10	to	to	PART
gist-694	50	11	know	know	VERB
gist-694	50	12	in	in	ADP
gist-694	50	13	more	more	ADJ
gist-694	50	14	details	detail	NOUN
gist-694	50	15	which	which	PRON
gist-694	50	16	areas	area	NOUN
gist-694	50	17	they	they	PRON
gist-694	50	18	need	need	VERB
gist-694	50	19	to	to	PART
gist-694	50	20	work	work	VERB
gist-694	50	21	on	on	ADP
gist-694	50	22	in	in	ADP
gist-694	50	23	order	order	NOUN
gist-694	50	24	to	to	PART
gist-694	50	25	improve	improve	VERB
gist-694	50	26	their	their	PRON
gist-694	50	27	learning	learning	NOUN
gist-694	50	28	learning	learn	VERB
gist-694	50	29	analytics	analytic	NOUN
gist-694	50	30	to	to	PART
gist-694	50	31	improve	improve	VERB
gist-694	50	32	reading	reading	NOUN
gist-694	50	33	skills	skill	NOUN
gist-694	50	34	aristizábal	aristizábal	PROPN
gist-694	50	35	no	no	NOUN
gist-694	50	36	.	.	PROPN
gist-694	50	37	17	17	NUM
gist-694	50	38	(	(	PUNCT
gist-694	50	39	july	july	PROPN
gist-694	50	40	december	december	PROPN
gist-694	50	41	,	,	PUNCT
gist-694	50	42	2018	2018	NUM
gist-694	50	43	)	)	PUNCT
gist-694	51	1	no	no	INTJ
gist-694	51	2	.	.	NOUN
gist-694	51	3	17	17	NUM
gist-694	51	4	(	(	PUNCT
gist-694	51	5	july	july	PROPN
gist-694	51	6	december	december	PROPN
gist-694	51	7	,	,	PUNCT
gist-694	51	8	2018	2018	NUM
gist-694	51	9	)	)	PUNCT
gist-694	51	10	198	198	NUM
gist-694	51	11	and	and	CCONJ
gist-694	51	12	performances	performance	NOUN
gist-694	51	13	,	,	PUNCT
gist-694	51	14	which	which	PRON
gist-694	51	15	eventually	eventually	ADV
gist-694	51	16	will	will	AUX
gist-694	51	17	be	be	AUX
gist-694	51	18	used	use	VERB
gist-694	51	19	to	to	PART
gist-694	51	20	create	create	VERB
gist-694	51	21	action	action	NOUN
gist-694	51	22	plans	plan	NOUN
gist-694	51	23	accordingly	accordingly	ADV
gist-694	51	24	.	.	PUNCT
gist-694	52	1	the	the	DET
gist-694	52	2	research	research	NOUN
gist-694	52	3	for	for	ADP
gist-694	52	4	this	this	DET
gist-694	52	5	study	study	NOUN
gist-694	52	6	indicates	indicate	VERB
gist-694	52	7	that	that	SCONJ
gist-694	52	8	a	a	DET
gist-694	52	9	viable	viable	ADJ
gist-694	52	10	solution	solution	NOUN
gist-694	52	11	for	for	ADP
gist-694	52	12	an	an	DET
gist-694	52	13	enhanced	enhanced	ADJ
gist-694	52	14	data	data	NOUN
gist-694	52	15	integration	integration	NOUN
gist-694	52	16	and	and	CCONJ
gist-694	52	17	mining	mining	NOUN
gist-694	52	18	is	be	AUX
gist-694	52	19	the	the	DET
gist-694	52	20	use	use	NOUN
gist-694	52	21	of	of	ADP
gist-694	52	22	a	a	DET
gist-694	52	23	methodological	methodological	ADJ
gist-694	52	24	model	model	NOUN
gist-694	52	25	aligned	align	VERB
gist-694	52	26	with	with	ADP
gist-694	52	27	the	the	DET
gist-694	52	28	fundamental	fundamental	ADJ
gist-694	52	29	principles	principle	NOUN
gist-694	52	30	of	of	ADP
gist-694	52	31	learning	learn	VERB
gist-694	52	32	analytics	analytic	NOUN
gist-694	52	33	(	(	PUNCT
gist-694	52	34	aristizabal	aristizabal	ADJ
gist-694	52	35	,	,	PUNCT
gist-694	52	36	2017	2017	NUM
gist-694	52	37	)	)	PUNCT
gist-694	52	38	.	.	PUNCT
gist-694	53	1	this	this	DET
gist-694	53	2	model	model	NOUN
gist-694	53	3	will	will	AUX
gist-694	53	4	allow	allow	VERB
gist-694	53	5	teachers	teacher	NOUN
gist-694	53	6	and	and	CCONJ
gist-694	53	7	school	school	NOUN
gist-694	53	8	administrators	administrator	NOUN
gist-694	53	9	gain	gain	VERB
gist-694	53	10	deeper	deep	ADJ
gist-694	53	11	and	and	CCONJ
gist-694	53	12	finer	fine	ADJ
gist-694	53	13	insights	insight	NOUN
gist-694	53	14	as	as	ADP
gist-694	53	15	what	what	PRON
gist-694	53	16	to	to	PART
gist-694	53	17	do	do	AUX
gist-694	53	18	with	with	ADP
gist-694	53	19	the	the	DET
gist-694	53	20	data	datum	NOUN
gist-694	53	21	from	from	ADP
gist-694	53	22	the	the	DET
gist-694	53	23	map	map	NOUN
gist-694	53	24	®	®	NOUN
gist-694	53	25	growth	growth	NOUN
gist-694	53	26	™	™	NOUN
gist-694	53	27	and	and	CCONJ
gist-694	53	28	the	the	DET
gist-694	53	29	implications	implication	NOUN
gist-694	53	30	that	that	SCONJ
gist-694	53	31	this	this	DET
gist-694	53	32	new	new	ADJ
gist-694	53	33	knowledge	knowledge	NOUN
gist-694	53	34	has	have	VERB
gist-694	53	35	on	on	ADP
gist-694	53	36	students	student	NOUN
gist-694	53	37	’	'	PUNCT
gist-694	53	38	learning	learning	NOUN
gist-694	53	39	.	.	PUNCT
gist-694	54	1	this	this	DET
gist-694	54	2	case	case	NOUN
gist-694	54	3	study	study	NOUN
gist-694	54	4	took	take	VERB
gist-694	54	5	place	place	NOUN
gist-694	54	6	in	in	ADP
gist-694	54	7	a	a	DET
gist-694	54	8	school	school	NOUN
gist-694	54	9	with	with	ADP
gist-694	54	10	340	340	NUM
gist-694	54	11	students	student	NOUN
gist-694	54	12	and	and	CCONJ
gist-694	54	13	32	32	NUM
gist-694	54	14	faculty	faculty	NOUN
gist-694	54	15	members	member	NOUN
gist-694	54	16	over	over	ADP
gist-694	54	17	the	the	DET
gist-694	54	18	course	course	NOUN
gist-694	54	19	of	of	ADP
gist-694	54	20	a	a	DET
gist-694	54	21	full	full	ADJ
gist-694	54	22	academic	academic	ADJ
gist-694	54	23	year	year	NOUN
gist-694	54	24	(	(	PUNCT
gist-694	54	25	2017	2017	NUM
gist-694	54	26	-	-	SYM
gist-694	54	27	2018	2018	NUM
gist-694	54	28	)	)	PUNCT
gist-694	54	29	with	with	ADP
gist-694	54	30	emphasis	emphasis	NOUN
gist-694	54	31	given	give	VERB
gist-694	54	32	to	to	ADP
gist-694	54	33	math	math	NOUN
gist-694	54	34	and	and	CCONJ
gist-694	54	35	reading	reading	NOUN
gist-694	54	36	skills	skill	NOUN
gist-694	54	37	using	use	VERB
gist-694	54	38	the	the	DET
gist-694	54	39	data	datum	NOUN
gist-694	54	40	provided	provide	VERB
gist-694	54	41	by	by	ADP
gist-694	54	42	the	the	DET
gist-694	54	43	map	map	NOUN
gist-694	54	44	growth	growth	NOUN
gist-694	54	45	tests	test	VERB
gist-694	54	46	suite	suite	NOUN
gist-694	54	47	and	and	CCONJ
gist-694	54	48	the	the	DET
gist-694	54	49	school	school	NOUN
gist-694	54	50	’s	’s	PART
gist-694	54	51	information	information	NOUN
gist-694	54	52	data	datum	NOUN
gist-694	54	53	system	system	NOUN
gist-694	54	54	.	.	PUNCT
gist-694	55	1	conceptual	conceptual	ADJ
gist-694	55	2	references	reference	NOUN
gist-694	55	3	in	in	ADP
gist-694	55	4	order	order	NOUN
gist-694	55	5	to	to	PART
gist-694	55	6	provide	provide	VERB
gist-694	55	7	a	a	DET
gist-694	55	8	theoretical	theoretical	ADJ
gist-694	55	9	framework	framework	NOUN
gist-694	55	10	to	to	PART
gist-694	55	11	understand	understand	VERB
gist-694	55	12	the	the	DET
gist-694	55	13	reasons	reason	NOUN
gist-694	55	14	behind	behind	ADP
gist-694	55	15	processes	process	NOUN
gist-694	55	16	and	and	CCONJ
gist-694	55	17	techniques	technique	NOUN
gist-694	55	18	,	,	PUNCT
gist-694	55	19	this	this	DET
gist-694	55	20	paper	paper	NOUN
gist-694	55	21	presents	present	VERB
gist-694	55	22	some	some	PRON
gist-694	55	23	of	of	ADP
gist-694	55	24	the	the	DET
gist-694	55	25	most	most	ADV
gist-694	55	26	important	important	ADJ
gist-694	55	27	concepts	concept	NOUN
gist-694	55	28	and	and	CCONJ
gist-694	55	29	connections	connection	NOUN
gist-694	55	30	between	between	ADP
gist-694	55	31	computer	computer	NOUN
gist-694	55	32	-	-	PUNCT
gist-694	55	33	adaptive	adaptive	ADJ
gist-694	55	34	testing	testing	NOUN
gist-694	55	35	,	,	PUNCT
gist-694	55	36	learning	learn	VERB
gist-694	55	37	analytics	analytic	NOUN
gist-694	55	38	and	and	CCONJ
gist-694	55	39	visual	visual	ADJ
gist-694	55	40	data	datum	NOUN
gist-694	55	41	mining	mining	NOUN
gist-694	55	42	as	as	ADP
gist-694	55	43	foundational	foundational	ADJ
gist-694	55	44	principles	principle	NOUN
gist-694	55	45	and	and	CCONJ
gist-694	55	46	techniques	technique	NOUN
gist-694	55	47	to	to	PART
gist-694	55	48	contextualize	contextualize	VERB
gist-694	55	49	the	the	DET
gist-694	55	50	methodology	methodology	NOUN
gist-694	55	51	and	and	CCONJ
gist-694	55	52	conclusions	conclusion	NOUN
gist-694	55	53	for	for	ADP
gist-694	55	54	the	the	DET
gist-694	55	55	case	case	NOUN
gist-694	55	56	study	study	NOUN
gist-694	55	57	.	.	PUNCT
gist-694	56	1	computer	computer	NOUN
gist-694	56	2	-	-	PUNCT
gist-694	56	3	adaptive	adaptive	NOUN
gist-694	56	4	testing	testing	NOUN
gist-694	56	5	even	even	ADV
gist-694	56	6	though	though	SCONJ
gist-694	56	7	the	the	DET
gist-694	56	8	technology	technology	NOUN
gist-694	56	9	for	for	ADP
gist-694	56	10	more	more	ADV
gist-694	56	11	effective	effective	ADJ
gist-694	56	12	and	and	CCONJ
gist-694	56	13	efficient	efficient	ADJ
gist-694	56	14	computer	computer	NOUN
gist-694	56	15	-	-	PUNCT
gist-694	56	16	adaptive	adaptive	ADJ
gist-694	56	17	testing	testing	NOUN
gist-694	56	18	is	be	AUX
gist-694	56	19	relatively	relatively	ADV
gist-694	56	20	new	new	ADJ
gist-694	56	21	,	,	PUNCT
gist-694	56	22	the	the	DET
gist-694	56	23	adaptive	adaptive	ADJ
gist-694	56	24	concept	concept	NOUN
gist-694	56	25	dates	date	VERB
gist-694	56	26	back	back	ADV
gist-694	56	27	to	to	ADP
gist-694	56	28	the	the	DET
gist-694	56	29	very	very	ADV
gist-694	56	30	early	early	ADJ
gist-694	56	31	days	day	NOUN
gist-694	56	32	of	of	ADP
gist-694	56	33	psychological	psychological	ADJ
gist-694	56	34	measurement	measurement	NOUN
gist-694	56	35	.	.	PUNCT
gist-694	57	1	a	a	DET
gist-694	57	2	brief	brief	ADJ
gist-694	57	3	description	description	NOUN
gist-694	57	4	of	of	ADP
gist-694	57	5	the	the	DET
gist-694	57	6	evolution	evolution	NOUN
gist-694	57	7	of	of	ADP
gist-694	57	8	adaptive	adaptive	ADJ
gist-694	57	9	-	-	PUNCT
gist-694	57	10	testing	testing	NOUN
gist-694	57	11	is	be	AUX
gist-694	57	12	presented	present	VERB
gist-694	57	13	by	by	ADP
gist-694	57	14	weiss	weiss	PROPN
gist-694	57	15	(	(	PUNCT
gist-694	57	16	2004	2004	NUM
gist-694	57	17	)	)	PUNCT
gist-694	57	18	who	who	PRON
gist-694	57	19	shows	show	VERB
gist-694	57	20	how	how	SCONJ
gist-694	57	21	from	from	ADP
gist-694	57	22	the	the	DET
gist-694	57	23	binet	binet	NOUN
gist-694	57	24	’s	’s	PART
gist-694	57	25	iq	iq	PROPN
gist-694	57	26	test	test	NOUN
gist-694	57	27	,	,	PUNCT
gist-694	57	28	which	which	PRON
gist-694	57	29	comprised	comprise	VERB
gist-694	57	30	sets	set	NOUN
gist-694	57	31	of	of	ADP
gist-694	57	32	test	test	NOUN
gist-694	57	33	items	item	NOUN
gist-694	57	34	normed	norme	VERB
gist-694	57	35	by	by	ADP
gist-694	57	36	chronological	chronological	ADJ
gist-694	57	37	age	age	NOUN
gist-694	57	38	level	level	NOUN
gist-694	57	39	to	to	ADP
gist-694	57	40	the	the	DET
gist-694	57	41	current	current	ADJ
gist-694	57	42	cat	cat	NOUN
gist-694	57	43	,	,	PUNCT
gist-694	57	44	passed	pass	VERB
gist-694	57	45	through	through	ADP
gist-694	57	46	research	research	NOUN
gist-694	57	47	and	and	CCONJ
gist-694	57	48	development	development	NOUN
gist-694	57	49	in	in	ADP
gist-694	57	50	the	the	DET
gist-694	57	51	u.s	u.s	PROPN
gist-694	57	52	.	.	PROPN
gist-694	57	53	military	military	NOUN
gist-694	57	54	,	,	PUNCT
gist-694	57	55	in	in	ADP
gist-694	57	56	order	order	NOUN
gist-694	57	57	to	to	PART
gist-694	57	58	become	become	VERB
gist-694	57	59	what	what	PRON
gist-694	57	60	it	it	PRON
gist-694	57	61	is	be	AUX
gist-694	57	62	today	today	NOUN
gist-694	57	63	:	:	PUNCT
gist-694	57	64	a	a	DET
gist-694	57	65	“	"	PUNCT
gist-694	57	66	redesign	redesign	NOUN
gist-694	57	67	of	of	ADP
gist-694	57	68	psychological	psychological	ADJ
gist-694	57	69	and	and	CCONJ
gist-694	57	70	educational	educational	ADJ
gist-694	57	71	tests	test	NOUN
gist-694	57	72	for	for	ADP
gist-694	57	73	effective	effective	ADJ
gist-694	57	74	and	and	CCONJ
gist-694	57	75	efficient	efficient	ADJ
gist-694	57	76	administration	administration	NOUN
gist-694	57	77	by	by	ADP
gist-694	57	78	interactive	interactive	ADJ
gist-694	57	79	computers	computer	NOUN
gist-694	57	80	(	(	PUNCT
gist-694	57	81	p.	p.	NOUN
gist-694	57	82	72	72	NUM
gist-694	57	83	)	)	PUNCT
gist-694	57	84	”	"	PUNCT
gist-694	57	85	.	.	PUNCT
gist-694	58	1	when	when	SCONJ
gist-694	58	2	students	student	NOUN
gist-694	58	3	take	take	VERB
gist-694	58	4	a	a	DET
gist-694	58	5	computerized	computerized	ADJ
gist-694	58	6	adaptive	adaptive	ADJ
gist-694	58	7	test	test	NOUN
gist-694	58	8	,	,	PUNCT
gist-694	58	9	assessment	assessment	NOUN
gist-694	58	10	takes	take	VERB
gist-694	58	11	place	place	NOUN
gist-694	58	12	in	in	ADP
gist-694	58	13	a	a	DET
gist-694	58	14	different	different	ADJ
gist-694	58	15	dimension	dimension	NOUN
gist-694	58	16	where	where	SCONJ
gist-694	58	17	what	what	PRON
gist-694	58	18	students	student	NOUN
gist-694	58	19	are	be	AUX
gist-694	58	20	expected	expect	VERB
gist-694	58	21	to	to	PART
gist-694	58	22	know	know	VERB
gist-694	58	23	is	be	AUX
gist-694	58	24	not	not	PART
gist-694	58	25	the	the	DET
gist-694	58	26	fundamental	fundamental	ADJ
gist-694	58	27	principle	principle	NOUN
gist-694	58	28	,	,	PUNCT
gist-694	58	29	but	but	CCONJ
gist-694	58	30	rather	rather	ADV
gist-694	58	31	what	what	PRON
gist-694	58	32	they	they	PRON
gist-694	58	33	are	be	AUX
gist-694	58	34	able	able	ADJ
gist-694	58	35	to	to	PART
gist-694	58	36	do	do	VERB
gist-694	58	37	with	with	ADP
gist-694	58	38	their	their	PRON
gist-694	58	39	knowledge	knowledge	NOUN
gist-694	58	40	.	.	PUNCT
gist-694	59	1	each	each	DET
gist-694	59	2	student	student	NOUN
gist-694	59	3	enters	enter	VERB
gist-694	59	4	their	their	PRON
gist-694	59	5	own	own	ADJ
gist-694	59	6	reality	reality	NOUN
gist-694	59	7	where	where	SCONJ
gist-694	59	8	the	the	DET
gist-694	59	9	difficulty	difficulty	NOUN
gist-694	59	10	of	of	ADP
gist-694	59	11	the	the	DET
gist-694	59	12	questions	question	NOUN
gist-694	59	13	is	be	AUX
gist-694	59	14	adapted	adapt	VERB
gist-694	59	15	and	and	CCONJ
gist-694	59	16	changed	change	VERB
gist-694	59	17	as	as	ADP
gist-694	59	18	a	a	DET
gist-694	59	19	result	result	NOUN
gist-694	59	20	of	of	ADP
gist-694	59	21	learning	learn	VERB
gist-694	59	22	analytics	analytic	NOUN
gist-694	59	23	to	to	PART
gist-694	59	24	improve	improve	VERB
gist-694	59	25	reading	reading	NOUN
gist-694	59	26	skills	skill	NOUN
gist-694	59	27	aristizábal	aristizábal	PROPN
gist-694	59	28	no	no	NOUN
gist-694	59	29	.	.	PROPN
gist-694	59	30	17	17	NUM
gist-694	59	31	(	(	PUNCT
gist-694	59	32	july	july	PROPN
gist-694	59	33	december	december	PROPN
gist-694	59	34	,	,	PUNCT
gist-694	59	35	2018	2018	NUM
gist-694	59	36	)	)	PUNCT
gist-694	60	1	no	no	INTJ
gist-694	60	2	.	.	NOUN
gist-694	60	3	17	17	NUM
gist-694	60	4	(	(	PUNCT
gist-694	60	5	july	july	PROPN
gist-694	60	6	december	december	PROPN
gist-694	60	7	,	,	PUNCT
gist-694	60	8	2018	2018	NUM
gist-694	60	9	)	)	PUNCT
gist-694	60	10	199	199	NUM
gist-694	60	11	the	the	DET
gist-694	60	12	student	student	NOUN
gist-694	60	13	individual	individual	ADJ
gist-694	60	14	performance	performance	NOUN
gist-694	60	15	level	level	NOUN
gist-694	60	16	.	.	PUNCT
gist-694	61	1	for	for	ADP
gist-694	61	2	veldkamp	veldkamp	PROPN
gist-694	61	3	&	&	CCONJ
gist-694	61	4	matteucci	matteucci	PROPN
gist-694	61	5	(	(	PUNCT
gist-694	61	6	2013	2013	NUM
gist-694	61	7	)	)	PUNCT
gist-694	61	8	,	,	PUNCT
gist-694	61	9	the	the	DET
gist-694	61	10	adaptability	adaptability	NOUN
gist-694	61	11	and	and	CCONJ
gist-694	61	12	computer	computer	NOUN
gist-694	61	13	-	-	PUNCT
gist-694	61	14	based	base	VERB
gist-694	61	15	nature	nature	NOUN
gist-694	61	16	of	of	ADP
gist-694	61	17	the	the	DET
gist-694	61	18	test	test	NOUN
gist-694	61	19	are	be	AUX
gist-694	61	20	factors	factor	NOUN
gist-694	61	21	that	that	PRON
gist-694	61	22	students	student	NOUN
gist-694	61	23	tend	tend	VERB
gist-694	61	24	to	to	PART
gist-694	61	25	like	like	VERB
gist-694	61	26	more	more	ADJ
gist-694	61	27	over	over	ADP
gist-694	61	28	a	a	DET
gist-694	61	29	paper	paper	NOUN
gist-694	61	30	and	and	CCONJ
gist-694	61	31	pencil	pencil	NOUN
gist-694	61	32	test	test	NOUN
gist-694	61	33	,	,	PUNCT
gist-694	61	34	since	since	SCONJ
gist-694	61	35	they	they	PRON
gist-694	61	36	do	do	AUX
gist-694	61	37	not	not	PART
gist-694	61	38	get	get	VERB
gist-694	61	39	bored	bore	VERB
gist-694	61	40	by	by	ADP
gist-694	61	41	answering	answer	VERB
gist-694	61	42	items	item	NOUN
gist-694	61	43	that	that	PRON
gist-694	61	44	are	be	AUX
gist-694	61	45	too	too	ADV
gist-694	61	46	easy	easy	ADJ
gist-694	61	47	or	or	CCONJ
gist-694	61	48	too	too	ADV
gist-694	61	49	hard	hard	ADJ
gist-694	61	50	for	for	ADP
gist-694	61	51	them	they	PRON
gist-694	61	52	.	.	PUNCT
gist-694	62	1	it	it	PRON
gist-694	62	2	is	be	AUX
gist-694	62	3	usually	usually	ADV
gist-694	62	4	expected	expect	VERB
gist-694	62	5	that	that	SCONJ
gist-694	62	6	final	final	ADJ
gist-694	62	7	users	user	NOUN
gist-694	62	8	of	of	ADP
gist-694	62	9	computer	computer	NOUN
gist-694	62	10	-	-	PUNCT
gist-694	62	11	adaptive	adaptive	ADJ
gist-694	62	12	tests	test	NOUN
gist-694	62	13	trust	trust	VERB
gist-694	62	14	the	the	DET
gist-694	62	15	research	research	NOUN
gist-694	62	16	and	and	CCONJ
gist-694	62	17	development	development	NOUN
gist-694	62	18	behind	behind	ADP
gist-694	62	19	the	the	DET
gist-694	62	20	products	product	NOUN
gist-694	62	21	and	and	CCONJ
gist-694	62	22	assume	assume	VERB
gist-694	62	23	that	that	SCONJ
gist-694	62	24	the	the	DET
gist-694	62	25	reports	report	NOUN
gist-694	62	26	and	and	CCONJ
gist-694	62	27	information	information	NOUN
gist-694	62	28	derived	derive	VERB
gist-694	62	29	from	from	ADP
gist-694	62	30	these	these	DET
gist-694	62	31	assessments	assessment	NOUN
gist-694	62	32	correspond	correspond	VERB
gist-694	62	33	to	to	ADP
gist-694	62	34	an	an	DET
gist-694	62	35	accurate	accurate	ADJ
gist-694	62	36	picture	picture	NOUN
gist-694	62	37	of	of	ADP
gist-694	62	38	students	student	NOUN
gist-694	62	39	’	’	PART
gist-694	62	40	knowledge	knowledge	NOUN
gist-694	62	41	and	and	CCONJ
gist-694	62	42	skills	skill	NOUN
gist-694	62	43	.	.	PUNCT
gist-694	63	1	in	in	ADP
gist-694	63	2	the	the	DET
gist-694	63	3	case	case	NOUN
gist-694	63	4	of	of	ADP
gist-694	63	5	the	the	DET
gist-694	63	6	map	map	NOUN
gist-694	63	7	tests	test	NOUN
gist-694	63	8	,	,	PUNCT
gist-694	63	9	the	the	DET
gist-694	63	10	studies	study	NOUN
gist-694	63	11	evaluate	evaluate	VERB
gist-694	63	12	scores	score	NOUN
gist-694	63	13	from	from	ADP
gist-694	63	14	the	the	DET
gist-694	63	15	same	same	ADJ
gist-694	63	16	students	student	NOUN
gist-694	63	17	after	after	ADP
gist-694	63	18	a	a	DET
gist-694	63	19	lapse	lapse	NOUN
gist-694	63	20	of	of	ADP
gist-694	63	21	several	several	ADJ
gist-694	63	22	months	month	NOUN
gist-694	63	23	as	as	SCONJ
gist-694	63	24	opposed	oppose	VERB
gist-694	63	25	to	to	ADP
gist-694	63	26	several	several	ADJ
gist-694	63	27	days	day	NOUN
gist-694	63	28	,	,	PUNCT
gist-694	63	29	which	which	PRON
gist-694	63	30	produces	produce	VERB
gist-694	63	31	reliability	reliability	NOUN
gist-694	63	32	indices	index	NOUN
gist-694	63	33	consistently	consistently	ADV
gist-694	63	34	above	above	ADP
gist-694	63	35	what	what	PRON
gist-694	63	36	is	be	AUX
gist-694	63	37	considered	consider	VERB
gist-694	63	38	statistically	statistically	ADV
gist-694	63	39	significant	significant	ADJ
gist-694	63	40	(	(	PUNCT
gist-694	63	41	nwea	nwea	NOUN
gist-694	63	42	,	,	PUNCT
gist-694	63	43	2016	2016	NUM
gist-694	63	44	)	)	PUNCT
gist-694	63	45	.	.	PUNCT
gist-694	64	1	teachers	teacher	NOUN
gist-694	64	2	and	and	CCONJ
gist-694	64	3	administrators	administrator	NOUN
gist-694	64	4	usually	usually	ADV
gist-694	64	5	use	use	VERB
gist-694	64	6	this	this	DET
gist-694	64	7	information	information	NOUN
gist-694	64	8	to	to	PART
gist-694	64	9	make	make	VERB
gist-694	64	10	decisions	decision	NOUN
gist-694	64	11	involving	involve	VERB
gist-694	64	12	actions	action	NOUN
gist-694	64	13	to	to	PART
gist-694	64	14	improve	improve	VERB
gist-694	64	15	student	student	NOUN
gist-694	64	16	learning	learning	NOUN
gist-694	64	17	like	like	ADP
gist-694	64	18	curriculum	curriculum	NOUN
gist-694	64	19	reviews	review	NOUN
gist-694	64	20	,	,	PUNCT
gist-694	64	21	creation	creation	NOUN
gist-694	64	22	of	of	ADP
gist-694	64	23	individualized	individualized	ADJ
gist-694	64	24	learning	learning	NOUN
gist-694	64	25	plans	plan	NOUN
gist-694	64	26	or	or	CCONJ
gist-694	64	27	many	many	ADJ
gist-694	64	28	others	other	NOUN
gist-694	64	29	striving	strive	VERB
gist-694	64	30	for	for	ADP
gist-694	64	31	continuous	continuous	ADJ
gist-694	64	32	school	school	NOUN
gist-694	64	33	improvement	improvement	NOUN
gist-694	64	34	.	.	PUNCT
gist-694	65	1	learning	learn	VERB
gist-694	65	2	analytics	analytic	NOUN
gist-694	65	3	language	language	NOUN
gist-694	65	4	and	and	CCONJ
gist-694	65	5	concepts	concept	NOUN
gist-694	65	6	evolve	evolve	VERB
gist-694	65	7	over	over	ADP
gist-694	65	8	time	time	NOUN
gist-694	65	9	and	and	CCONJ
gist-694	65	10	learning	learn	VERB
gist-694	65	11	analytics	analytic	NOUN
gist-694	65	12	seems	seem	VERB
gist-694	65	13	to	to	PART
gist-694	65	14	be	be	AUX
gist-694	65	15	the	the	DET
gist-694	65	16	evolution	evolution	NOUN
gist-694	65	17	of	of	ADP
gist-694	65	18	something	something	PRON
gist-694	65	19	that	that	PRON
gist-694	65	20	humans	human	NOUN
gist-694	65	21	have	have	AUX
gist-694	65	22	been	be	AUX
gist-694	65	23	doing	do	VERB
gist-694	65	24	for	for	ADP
gist-694	65	25	ages	age	NOUN
gist-694	65	26	,	,	PUNCT
gist-694	65	27	which	which	PRON
gist-694	65	28	is	be	AUX
gist-694	65	29	making	make	VERB
gist-694	65	30	sense	sense	NOUN
gist-694	65	31	of	of	ADP
gist-694	65	32	surrounding	surround	VERB
gist-694	65	33	data	datum	NOUN
gist-694	65	34	and	and	CCONJ
gist-694	65	35	information	information	NOUN
gist-694	65	36	to	to	PART
gist-694	65	37	construct	construct	VERB
gist-694	65	38	usable	usable	ADJ
gist-694	65	39	knowledge	knowledge	NOUN
gist-694	65	40	.	.	PUNCT
gist-694	66	1	school	school	NOUN
gist-694	66	2	teachers	teacher	NOUN
gist-694	66	3	and	and	CCONJ
gist-694	66	4	administrators	administrator	NOUN
gist-694	66	5	have	have	AUX
gist-694	66	6	always	always	ADV
gist-694	66	7	analyzed	analyze	VERB
gist-694	66	8	student	student	NOUN
gist-694	66	9	data	datum	NOUN
gist-694	66	10	up	up	ADP
gist-694	66	11	to	to	ADP
gist-694	66	12	the	the	DET
gist-694	66	13	level	level	NOUN
gist-694	66	14	of	of	ADP
gist-694	66	15	the	the	DET
gist-694	66	16	available	available	ADJ
gist-694	66	17	technology	technology	NOUN
gist-694	66	18	and	and	CCONJ
gist-694	66	19	resources	resource	NOUN
gist-694	66	20	.	.	PUNCT
gist-694	67	1	in	in	ADP
gist-694	67	2	current	current	ADJ
gist-694	67	3	times	time	NOUN
gist-694	67	4	of	of	ADP
gist-694	67	5	the	the	DET
gist-694	67	6	information	information	NOUN
gist-694	67	7	age	age	NOUN
gist-694	67	8	and	and	CCONJ
gist-694	67	9	knowledge	knowledge	NOUN
gist-694	67	10	society	society	NOUN
gist-694	67	11	,	,	PUNCT
gist-694	67	12	the	the	DET
gist-694	67	13	amount	amount	NOUN
gist-694	67	14	of	of	ADP
gist-694	67	15	data	datum	NOUN
gist-694	67	16	escapes	escape	VERB
gist-694	67	17	the	the	DET
gist-694	67	18	human	human	ADJ
gist-694	67	19	processing	processing	NOUN
gist-694	67	20	capabilities	capability	NOUN
gist-694	67	21	and	and	CCONJ
gist-694	67	22	limited	limited	ADJ
gist-694	67	23	senses	sense	NOUN
gist-694	67	24	.	.	PUNCT
gist-694	68	1	the	the	DET
gist-694	68	2	big	big	ADJ
gist-694	68	3	data	data	NOUN
gist-694	68	4	era	era	NOUN
gist-694	68	5	is	be	AUX
gist-694	68	6	only	only	ADV
gist-694	68	7	growing	grow	VERB
gist-694	68	8	bigger	big	ADJ
gist-694	68	9	and	and	CCONJ
gist-694	68	10	bigger	big	ADJ
gist-694	68	11	and	and	CCONJ
gist-694	68	12	it	it	PRON
gist-694	68	13	is	be	AUX
gist-694	68	14	spreading	spread	VERB
gist-694	68	15	into	into	ADP
gist-694	68	16	every	every	DET
gist-694	68	17	area	area	NOUN
gist-694	68	18	of	of	ADP
gist-694	68	19	our	our	PRON
gist-694	68	20	lives	life	NOUN
gist-694	68	21	.	.	PUNCT
gist-694	69	1	k-12	k-12	NOUN
gist-694	69	2	schools	school	NOUN
gist-694	69	3	are	be	AUX
gist-694	69	4	already	already	ADV
gist-694	69	5	sinking	sink	VERB
gist-694	69	6	in	in	ADP
gist-694	69	7	vast	vast	ADJ
gist-694	69	8	amounts	amount	NOUN
gist-694	69	9	of	of	ADP
gist-694	69	10	data	datum	NOUN
gist-694	69	11	which	which	DET
gist-694	69	12	many	many	ADJ
gist-694	69	13	times	time	NOUN
gist-694	69	14	end	end	VERB
gist-694	69	15	-	-	PUNCT
gist-694	69	16	up	up	NOUN
gist-694	69	17	in	in	ADP
gist-694	69	18	shelves	shelf	NOUN
gist-694	69	19	or	or	CCONJ
gist-694	69	20	a	a	DET
gist-694	69	21	couple	couple	NOUN
gist-694	69	22	of	of	ADP
gist-694	69	23	graphs	graph	NOUN
gist-694	69	24	in	in	ADP
gist-694	69	25	annual	annual	ADJ
gist-694	69	26	reports	report	NOUN
gist-694	69	27	.	.	PUNCT
gist-694	70	1	however	however	ADV
gist-694	70	2	,	,	PUNCT
gist-694	70	3	such	such	DET
gist-694	70	4	a	a	DET
gist-694	70	5	wealth	wealth	NOUN
gist-694	70	6	of	of	ADP
gist-694	70	7	information	information	NOUN
gist-694	70	8	should	should	AUX
gist-694	70	9	be	be	AUX
gist-694	70	10	leading	lead	VERB
gist-694	70	11	schools	school	NOUN
gist-694	70	12	to	to	PART
gist-694	70	13	ask	ask	VERB
gist-694	70	14	themselves	themselves	PRON
gist-694	70	15	questions	question	NOUN
gist-694	70	16	like	like	ADP
gist-694	70	17	:	:	PUNCT
gist-694	70	18	•	•	NUM
gist-694	70	19	what	what	PRON
gist-694	70	20	kind	kind	NOUN
gist-694	70	21	of	of	ADP
gist-694	70	22	data	datum	NOUN
gist-694	70	23	do	do	AUX
gist-694	70	24	we	we	PRON
gist-694	70	25	have	have	VERB
gist-694	70	26	?	?	PUNCT
gist-694	71	1	•	•	NUM
gist-694	71	2	how	how	SCONJ
gist-694	71	3	do	do	AUX
gist-694	71	4	we	we	PRON
gist-694	71	5	gather	gather	VERB
gist-694	71	6	data	datum	NOUN
gist-694	71	7	?	?	PUNCT
gist-694	72	1	•	•	INTJ
gist-694	72	2	do	do	AUX
gist-694	72	3	we	we	PRON
gist-694	72	4	collect	collect	VERB
gist-694	72	5	all	all	DET
gist-694	72	6	the	the	DET
gist-694	72	7	data	datum	NOUN
gist-694	72	8	that	that	PRON
gist-694	72	9	we	we	PRON
gist-694	72	10	need	need	VERB
gist-694	72	11	?	?	PUNCT
gist-694	73	1	•	•	NUM
gist-694	73	2	what	what	PRON
gist-694	73	3	are	be	AUX
gist-694	73	4	we	we	PRON
gist-694	73	5	doing	do	VERB
gist-694	73	6	with	with	ADP
gist-694	73	7	that	that	DET
gist-694	73	8	data	data	NOUN
gist-694	73	9	?	?	PUNCT
gist-694	74	1	•	•	NOUN
gist-694	74	2	does	do	AUX
gist-694	74	3	the	the	DET
gist-694	74	4	analysis	analysis	NOUN
gist-694	74	5	of	of	ADP
gist-694	74	6	data	datum	NOUN
gist-694	74	7	have	have	VERB
gist-694	74	8	an	an	DET
gist-694	74	9	impact	impact	NOUN
gist-694	74	10	on	on	ADP
gist-694	74	11	the	the	DET
gist-694	74	12	greater	great	ADJ
gist-694	74	13	picture	picture	NOUN
gist-694	74	14	?	?	PUNCT
gist-694	75	1	does	do	AUX
gist-694	75	2	it	it	PRON
gist-694	75	3	improve	improve	VERB
gist-694	75	4	teaching	teaching	NOUN
gist-694	75	5	and	and	CCONJ
gist-694	75	6	learning	learning	NOUN
gist-694	75	7	?	?	PUNCT
gist-694	76	1	•	•	NOUN
gist-694	76	2	can	can	AUX
gist-694	76	3	data	datum	NOUN
gist-694	76	4	help	help	VERB
gist-694	76	5	us	we	PRON
gist-694	76	6	be	be	AUX
gist-694	76	7	a	a	DET
gist-694	76	8	better	well	ADJ
gist-694	76	9	school	school	NOUN
gist-694	76	10	?	?	PUNCT
gist-694	77	1	•	•	NUM
gist-694	77	2	how	how	SCONJ
gist-694	77	3	do	do	AUX
gist-694	77	4	we	we	PRON
gist-694	77	5	know	know	VERB
gist-694	77	6	if	if	SCONJ
gist-694	77	7	what	what	PRON
gist-694	77	8	we	we	PRON
gist-694	77	9	do	do	AUX
gist-694	77	10	is	be	AUX
gist-694	77	11	actually	actually	ADV
gist-694	77	12	working	work	VERB
gist-694	77	13	?	?	PUNCT
gist-694	78	1	learning	learn	VERB
gist-694	78	2	analytics	analytic	NOUN
gist-694	78	3	to	to	PART
gist-694	78	4	improve	improve	VERB
gist-694	78	5	reading	reading	NOUN
gist-694	78	6	skills	skill	NOUN
gist-694	78	7	aristizábal	aristizábal	PROPN
gist-694	78	8	no	no	NOUN
gist-694	78	9	.	.	PROPN
gist-694	78	10	17	17	NUM
gist-694	78	11	(	(	PUNCT
gist-694	78	12	july	july	PROPN
gist-694	78	13	december	december	PROPN
gist-694	78	14	,	,	PUNCT
gist-694	78	15	2018	2018	NUM
gist-694	78	16	)	)	PUNCT
gist-694	79	1	no	no	INTJ
gist-694	79	2	.	.	NOUN
gist-694	79	3	17	17	NUM
gist-694	79	4	(	(	PUNCT
gist-694	79	5	july	july	PROPN
gist-694	79	6	december	december	PROPN
gist-694	79	7	,	,	PUNCT
gist-694	79	8	2018	2018	NUM
gist-694	79	9	)	)	PUNCT
gist-694	79	10	200	200	NUM
gist-694	79	11	the	the	DET
gist-694	79	12	reality	reality	NOUN
gist-694	79	13	is	be	AUX
gist-694	79	14	that	that	SCONJ
gist-694	79	15	today	today	NOUN
gist-694	79	16	’s	’s	PART
gist-694	79	17	schools	school	NOUN
gist-694	79	18	are	be	AUX
gist-694	79	19	using	use	VERB
gist-694	79	20	more	more	ADJ
gist-694	79	21	data	datum	NOUN
gist-694	79	22	than	than	ADP
gist-694	79	23	what	what	PRON
gist-694	79	24	they	they	PRON
gist-694	79	25	used	use	VERB
gist-694	79	26	to	to	PART
gist-694	79	27	do	do	VERB
gist-694	79	28	some	some	DET
gist-694	79	29	time	time	NOUN
gist-694	79	30	ago	ago	ADV
gist-694	79	31	,	,	PUNCT
gist-694	79	32	but	but	CCONJ
gist-694	79	33	likely	likely	ADV
gist-694	79	34	it	it	PRON
gist-694	79	35	is	be	AUX
gist-694	79	36	still	still	ADV
gist-694	79	37	underutilized	underutilize	VERB
gist-694	79	38	.	.	PUNCT
gist-694	80	1	probably	probably	ADV
gist-694	80	2	it	it	PRON
gist-694	80	3	is	be	AUX
gist-694	80	4	not	not	PART
gist-694	80	5	the	the	DET
gist-694	80	6	lack	lack	NOUN
gist-694	80	7	of	of	ADP
gist-694	80	8	resources	resource	NOUN
gist-694	80	9	,	,	PUNCT
gist-694	80	10	but	but	CCONJ
gist-694	80	11	mostly	mostly	ADV
gist-694	80	12	the	the	DET
gist-694	80	13	lack	lack	NOUN
gist-694	80	14	of	of	ADP
gist-694	80	15	curiosity	curiosity	NOUN
gist-694	80	16	and	and	CCONJ
gist-694	80	17	interest	interest	NOUN
gist-694	80	18	to	to	PART
gist-694	80	19	dig	dig	VERB
gist-694	80	20	deeper	deeply	ADV
gist-694	80	21	into	into	ADP
gist-694	80	22	the	the	DET
gist-694	80	23	different	different	ADJ
gist-694	80	24	variables	variable	NOUN
gist-694	80	25	and	and	CCONJ
gist-694	80	26	connections	connection	NOUN
gist-694	80	27	of	of	ADP
gist-694	80	28	the	the	DET
gist-694	80	29	pedagogical	pedagogical	ADJ
gist-694	80	30	act	act	NOUN
gist-694	80	31	.	.	PUNCT
gist-694	81	1	an	an	DET
gist-694	81	2	educational	educational	ADJ
gist-694	81	3	field	field	NOUN
gist-694	81	4	where	where	SCONJ
gist-694	81	5	this	this	DET
gist-694	81	6	curiosity	curiosity	NOUN
gist-694	81	7	seems	seem	VERB
gist-694	81	8	to	to	PART
gist-694	81	9	be	be	AUX
gist-694	81	10	blooming	bloom	VERB
gist-694	81	11	is	be	AUX
gist-694	81	12	the	the	DET
gist-694	81	13	on	on	ADP
gist-694	81	14	-	-	PUNCT
gist-694	81	15	line	line	NOUN
gist-694	81	16	learning	learn	VERB
gist-694	81	17	environments	environment	NOUN
gist-694	81	18	and	and	CCONJ
gist-694	81	19	the	the	DET
gist-694	81	20	computer	computer	NOUN
gist-694	81	21	mediated	mediate	VERB
gist-694	81	22	platforms	platform	NOUN
gist-694	81	23	(	(	PUNCT
gist-694	81	24	papamitsiou	papamitsiou	NOUN
gist-694	81	25	&	&	CCONJ
gist-694	81	26	economides	economide	NOUN
gist-694	81	27	,	,	PUNCT
gist-694	81	28	2014	2014	NUM
gist-694	81	29	,	,	PUNCT
gist-694	81	30	romero	romero	PROPN
gist-694	81	31	,	,	PUNCT
gist-694	81	32	ventura	ventura	PROPN
gist-694	81	33	,	,	PUNCT
gist-694	81	34	pechenizkiy	pechenizkiy	PROPN
gist-694	81	35	&	&	CCONJ
gist-694	81	36	baker	baker	PROPN
gist-694	81	37	,	,	PUNCT
gist-694	81	38	2011	2011	NUM
gist-694	81	39	)	)	PUNCT
gist-694	81	40	,	,	PUNCT
gist-694	81	41	where	where	SCONJ
gist-694	81	42	experts	expert	NOUN
gist-694	81	43	in	in	ADP
gist-694	81	44	diverse	diverse	ADJ
gist-694	81	45	areas	area	NOUN
gist-694	81	46	like	like	ADP
gist-694	81	47	coding	code	VERB
gist-694	81	48	,	,	PUNCT
gist-694	81	49	statistics	statistic	NOUN
gist-694	81	50	or	or	CCONJ
gist-694	81	51	psychometrics	psychometric	NOUN
gist-694	81	52	are	be	AUX
gist-694	81	53	using	use	VERB
gist-694	81	54	academic	academic	ADJ
gist-694	81	55	data	datum	NOUN
gist-694	81	56	to	to	PART
gist-694	81	57	improve	improve	VERB
gist-694	81	58	student	student	NOUN
gist-694	81	59	learning	learning	NOUN
gist-694	81	60	and	and	CCONJ
gist-694	81	61	the	the	DET
gist-694	81	62	conditions	condition	NOUN
gist-694	81	63	where	where	SCONJ
gist-694	81	64	learning	learning	NOUN
gist-694	81	65	happens	happen	VERB
gist-694	81	66	.	.	PUNCT
gist-694	82	1	these	these	DET
gist-694	82	2	experts	expert	NOUN
gist-694	82	3	generally	generally	ADV
gist-694	82	4	use	use	VERB
gist-694	82	5	educational	educational	ADJ
gist-694	82	6	data	datum	NOUN
gist-694	82	7	mining	mining	NOUN
gist-694	82	8	(	(	PUNCT
gist-694	82	9	edm	edm	PROPN
gist-694	82	10	)	)	PUNCT
gist-694	82	11	,	,	PUNCT
gist-694	82	12	which	which	PRON
gist-694	82	13	according	accord	VERB
gist-694	82	14	to	to	ADP
gist-694	82	15	the	the	DET
gist-694	82	16	international	international	ADJ
gist-694	82	17	educational	educational	ADJ
gist-694	82	18	data	datum	NOUN
gist-694	82	19	mining	mining	NOUN
gist-694	82	20	society	society	NOUN
gist-694	82	21	(	(	PUNCT
gist-694	82	22	2009	2009	NUM
gist-694	82	23	)	)	PUNCT
gist-694	82	24	it	it	PRON
gist-694	82	25	is	be	AUX
gist-694	82	26	an	an	DET
gist-694	82	27	emerging	emerge	VERB
gist-694	82	28	discipline	discipline	NOUN
gist-694	82	29	,	,	PUNCT
gist-694	82	30	concerned	concern	VERB
gist-694	82	31	with	with	ADP
gist-694	82	32	developing	develop	VERB
gist-694	82	33	methods	method	NOUN
gist-694	82	34	for	for	ADP
gist-694	82	35	exploring	explore	VERB
gist-694	82	36	the	the	DET
gist-694	82	37	unique	unique	ADJ
gist-694	82	38	and	and	CCONJ
gist-694	82	39	increasingly	increasingly	ADV
gist-694	82	40	large	large	ADJ
gist-694	82	41	-	-	PUNCT
gist-694	82	42	scale	scale	NOUN
gist-694	82	43	data	datum	NOUN
gist-694	82	44	that	that	PRON
gist-694	82	45	come	come	VERB
gist-694	82	46	from	from	ADP
gist-694	82	47	educational	educational	ADJ
gist-694	82	48	settings	setting	NOUN
gist-694	82	49	and	and	CCONJ
gist-694	82	50	using	use	VERB
gist-694	82	51	those	those	DET
gist-694	82	52	methods	method	NOUN
gist-694	82	53	to	to	PART
gist-694	82	54	better	well	ADV
gist-694	82	55	understand	understand	VERB
gist-694	82	56	students	student	NOUN
gist-694	82	57	,	,	PUNCT
gist-694	82	58	and	and	CCONJ
gist-694	82	59	the	the	DET
gist-694	82	60	settings	setting	NOUN
gist-694	82	61	which	which	PRON
gist-694	82	62	they	they	PRON
gist-694	82	63	learn	learn	VERB
gist-694	82	64	in	in	ADP
gist-694	82	65	.	.	PUNCT
gist-694	83	1	in	in	ADP
gist-694	83	2	general	general	ADJ
gist-694	83	3	terms	term	NOUN
gist-694	83	4	,	,	PUNCT
gist-694	83	5	as	as	SCONJ
gist-694	83	6	stated	state	VERB
gist-694	83	7	by	by	ADP
gist-694	83	8	prabhu	prabhu	NOUN
gist-694	83	9	and	and	CCONJ
gist-694	83	10	venatesan	venatesan	NOUN
gist-694	83	11	(	(	PUNCT
gist-694	83	12	2007	2007	NUM
gist-694	83	13	)	)	PUNCT
gist-694	83	14	,	,	PUNCT
gist-694	83	15	a	a	DET
gist-694	83	16	data	data	NOUN
gist-694	83	17	mining	mining	NOUN
gist-694	83	18	process	process	NOUN
gist-694	83	19	,	,	PUNCT
gist-694	83	20	whether	whether	SCONJ
gist-694	83	21	it	it	PRON
gist-694	83	22	is	be	AUX
gist-694	83	23	general	general	ADJ
gist-694	83	24	or	or	CCONJ
gist-694	83	25	educational	educational	ADJ
gist-694	83	26	,	,	PUNCT
gist-694	83	27	involves	involve	VERB
gist-694	83	28	any	any	DET
gist-694	83	29	form	form	NOUN
gist-694	83	30	of	of	ADP
gist-694	83	31	data	datum	NOUN
gist-694	83	32	analysis	analysis	NOUN
gist-694	83	33	with	with	ADP
gist-694	83	34	the	the	DET
gist-694	83	35	intention	intention	NOUN
gist-694	83	36	of	of	ADP
gist-694	83	37	finding	find	VERB
gist-694	83	38	patterns	pattern	NOUN
gist-694	83	39	and	and	CCONJ
gist-694	83	40	regularities	regularity	NOUN
gist-694	83	41	in	in	ADP
gist-694	83	42	sets	set	NOUN
gist-694	83	43	of	of	ADP
gist-694	83	44	data	datum	NOUN
gist-694	83	45	.	.	PUNCT
gist-694	84	1	it	it	PRON
gist-694	84	2	is	be	AUX
gist-694	84	3	interesting	interesting	ADJ
gist-694	84	4	to	to	PART
gist-694	84	5	notice	notice	VERB
gist-694	84	6	that	that	SCONJ
gist-694	84	7	edm	edm	PROPN
gist-694	84	8	is	be	AUX
gist-694	84	9	not	not	PART
gist-694	84	10	a	a	DET
gist-694	84	11	widely	widely	ADV
gist-694	84	12	incorporated	incorporate	VERB
gist-694	84	13	practice	practice	NOUN
gist-694	84	14	in	in	ADP
gist-694	84	15	face	face	NOUN
gist-694	84	16	-	-	PUNCT
gist-694	84	17	to	to	ADP
gist-694	84	18	-	-	PUNCT
gist-694	84	19	face	face	NOUN
gist-694	84	20	classrooms	classroom	NOUN
gist-694	84	21	in	in	ADP
gist-694	84	22	k-12	k-12	PROPN
gist-694	84	23	schools	school	NOUN
gist-694	84	24	,	,	PUNCT
gist-694	84	25	though	though	SCONJ
gist-694	84	26	it	it	PRON
gist-694	84	27	is	be	AUX
gist-694	84	28	in	in	ADP
gist-694	84	29	higher	high	ADJ
gist-694	84	30	education	education	NOUN
gist-694	84	31	settings	setting	NOUN
gist-694	84	32	and	and	CCONJ
gist-694	84	33	on	on	ADP
gist-694	84	34	-	-	PUNCT
gist-694	84	35	line	line	NOUN
gist-694	84	36	or	or	CCONJ
gist-694	84	37	computer	computer	NOUN
gist-694	84	38	-	-	PUNCT
gist-694	84	39	mediated	mediate	VERB
gist-694	84	40	learning	learning	NOUN
gist-694	84	41	environments	environment	NOUN
gist-694	84	42	.	.	PUNCT
gist-694	85	1	this	this	DET
gist-694	85	2	phenomenon	phenomenon	NOUN
gist-694	85	3	is	be	AUX
gist-694	85	4	likely	likely	ADJ
gist-694	85	5	the	the	DET
gist-694	85	6	result	result	NOUN
gist-694	85	7	of	of	ADP
gist-694	85	8	factors	factor	NOUN
gist-694	85	9	like	like	ADP
gist-694	85	10	lack	lack	NOUN
gist-694	85	11	of	of	ADP
gist-694	85	12	awareness	awareness	NOUN
gist-694	85	13	and	and	CCONJ
gist-694	85	14	technical	technical	ADJ
gist-694	85	15	knowledge	knowledge	NOUN
gist-694	85	16	across	across	ADP
gist-694	85	17	k-12	k-12	PROPN
gist-694	85	18	faculty	faculty	NOUN
gist-694	85	19	,	,	PUNCT
gist-694	85	20	difficulties	difficulty	NOUN
gist-694	85	21	for	for	ADP
gist-694	85	22	data	datum	NOUN
gist-694	85	23	gathering	gathering	NOUN
gist-694	85	24	and	and	CCONJ
gist-694	85	25	processing	processing	NOUN
gist-694	85	26	of	of	ADP
gist-694	85	27	big	big	ADJ
gist-694	85	28	data	datum	NOUN
gist-694	85	29	in	in	ADP
gist-694	85	30	face	face	NOUN
gist-694	85	31	-	-	PUNCT
gist-694	85	32	to	to	ADP
gist-694	85	33	-	-	PUNCT
gist-694	85	34	face	face	NOUN
gist-694	85	35	classrooms	classroom	NOUN
gist-694	85	36	,	,	PUNCT
gist-694	85	37	accessibility	accessibility	NOUN
gist-694	85	38	to	to	ADP
gist-694	85	39	user	user	NOUN
gist-694	85	40	-	-	PUNCT
gist-694	85	41	friendly	friendly	ADJ
gist-694	85	42	data	datum	NOUN
gist-694	85	43	mining	mining	NOUN
gist-694	85	44	software	software	NOUN
gist-694	85	45	and	and	CCONJ
gist-694	85	46	poor	poor	ADJ
gist-694	85	47	practical	practical	ADJ
gist-694	85	48	and	and	CCONJ
gist-694	85	49	useful	useful	ADJ
gist-694	85	50	connections	connection	NOUN
gist-694	85	51	between	between	ADP
gist-694	85	52	mined	mine	VERB
gist-694	85	53	knowledge	knowledge	NOUN
gist-694	85	54	and	and	CCONJ
gist-694	85	55	teaching	teaching	NOUN
gist-694	85	56	practice	practice	NOUN
gist-694	85	57	(	(	PUNCT
gist-694	85	58	aristizabal	aristizabal	ADJ
gist-694	85	59	,	,	PUNCT
gist-694	85	60	2017	2017	NUM
gist-694	85	61	)	)	PUNCT
gist-694	85	62	.	.	PUNCT
gist-694	86	1	however	however	ADV
gist-694	86	2	,	,	PUNCT
gist-694	86	3	it	it	PRON
gist-694	86	4	seems	seem	VERB
gist-694	86	5	like	like	ADP
gist-694	86	6	learning	learn	VERB
gist-694	86	7	analytics	analytic	NOUN
gist-694	86	8	(	(	PUNCT
gist-694	86	9	la	la	NOUN
gist-694	86	10	)	)	PUNCT
gist-694	86	11	offers	offer	VERB
gist-694	86	12	a	a	DET
gist-694	86	13	more	more	ADV
gist-694	86	14	familiar	familiar	ADJ
gist-694	86	15	approach	approach	NOUN
gist-694	86	16	to	to	ADP
gist-694	86	17	educators	educator	NOUN
gist-694	86	18	,	,	PUNCT
gist-694	86	19	even	even	ADV
gist-694	86	20	though	though	SCONJ
gist-694	86	21	it	it	PRON
gist-694	86	22	can	can	AUX
gist-694	86	23	also	also	ADV
gist-694	86	24	incorporate	incorporate	VERB
gist-694	86	25	educational	educational	ADJ
gist-694	86	26	data	datum	NOUN
gist-694	86	27	mining	mining	NOUN
gist-694	86	28	as	as	ADP
gist-694	86	29	one	one	NUM
gist-694	86	30	its	its	PRON
gist-694	86	31	tools	tool	NOUN
gist-694	86	32	to	to	PART
gist-694	86	33	construct	construct	VERB
gist-694	86	34	usable	usable	ADJ
gist-694	86	35	knowledge	knowledge	NOUN
gist-694	86	36	from	from	ADP
gist-694	86	37	raw	raw	ADJ
gist-694	86	38	academic	academic	ADJ
gist-694	86	39	data	datum	NOUN
gist-694	86	40	.	.	PUNCT
gist-694	87	1	as	as	ADP
gist-694	87	2	a	a	DET
gist-694	87	3	developing	develop	VERB
gist-694	87	4	field	field	NOUN
gist-694	87	5	,	,	PUNCT
gist-694	87	6	la	la	PRON
gist-694	87	7	incorporates	incorporate	VERB
gist-694	87	8	the	the	DET
gist-694	87	9	use	use	NOUN
gist-694	87	10	of	of	ADP
gist-694	87	11	sophisticated	sophisticated	ADJ
gist-694	87	12	analytic	analytic	ADJ
gist-694	87	13	tools	tool	NOUN
gist-694	87	14	to	to	PART
gist-694	87	15	improve	improve	VERB
gist-694	87	16	learning	learning	NOUN
gist-694	87	17	and	and	CCONJ
gist-694	87	18	education	education	NOUN
gist-694	87	19	by	by	ADP
gist-694	87	20	integrating	integrate	VERB
gist-694	87	21	fields	field	NOUN
gist-694	87	22	like	like	ADP
gist-694	87	23	web	web	NOUN
gist-694	87	24	,	,	PUNCT
gist-694	87	25	academic	academic	ADJ
gist-694	87	26	or	or	CCONJ
gist-694	87	27	action	action	NOUN
gist-694	87	28	analytics	analytic	NOUN
gist-694	87	29	,	,	PUNCT
gist-694	87	30	educational	educational	ADJ
gist-694	87	31	data	datum	NOUN
gist-694	87	32	mining	mining	NOUN
gist-694	87	33	and	and	CCONJ
gist-694	87	34	in	in	ADP
gist-694	87	35	general	general	ADJ
gist-694	87	36	the	the	DET
gist-694	87	37	application	application	NOUN
gist-694	87	38	of	of	ADP
gist-694	87	39	the	the	DET
gist-694	87	40	principles	principle	NOUN
gist-694	87	41	and	and	CCONJ
gist-694	87	42	tools	tool	NOUN
gist-694	87	43	of	of	ADP
gist-694	87	44	business	business	NOUN
gist-694	87	45	intelligence	intelligence	NOUN
gist-694	87	46	to	to	PART
gist-694	87	47	academia	academia	VERB
gist-694	87	48	(	(	PUNCT
gist-694	87	49	elias	elias	PROPN
gist-694	87	50	,	,	PUNCT
gist-694	87	51	2011	2011	NUM
gist-694	87	52	,	,	PUNCT
gist-694	87	53	goldstein	goldstein	PROPN
gist-694	87	54	&	&	CCONJ
gist-694	87	55	katz	katz	PROPN
gist-694	87	56	,	,	PUNCT
gist-694	87	57	2005	2005	NUM
gist-694	87	58	)	)	PUNCT
gist-694	87	59	.	.	PUNCT
gist-694	88	1	learning	learn	VERB
gist-694	88	2	analytics	analytic	NOUN
gist-694	88	3	is	be	AUX
gist-694	88	4	a	a	DET
gist-694	88	5	combination	combination	NOUN
gist-694	88	6	of	of	ADP
gist-694	88	7	processes	process	NOUN
gist-694	88	8	where	where	SCONJ
gist-694	88	9	organizations	organization	NOUN
gist-694	88	10	,	,	PUNCT
gist-694	88	11	educators	educator	NOUN
gist-694	88	12	and	and	CCONJ
gist-694	88	13	learners	learner	NOUN
gist-694	88	14	gain	gain	VERB
gist-694	88	15	insights	insight	NOUN
gist-694	88	16	in	in	ADP
gist-694	88	17	a	a	DET
gist-694	88	18	timely	timely	ADJ
gist-694	88	19	manner	manner	NOUN
gist-694	88	20	to	to	PART
gist-694	88	21	improve	improve	VERB
gist-694	88	22	educational	educational	ADJ
gist-694	88	23	outcomes	outcome	NOUN
gist-694	88	24	.	.	PUNCT
gist-694	89	1	it	it	PRON
gist-694	89	2	involves	involve	VERB
gist-694	89	3	procedures	procedure	NOUN
gist-694	89	4	like	like	ADP
gist-694	89	5	measurement	measurement	NOUN
gist-694	89	6	,	,	PUNCT
gist-694	89	7	data	data	NOUN
gist-694	89	8	collection	collection	NOUN
gist-694	89	9	,	,	PUNCT
gist-694	89	10	preparation	preparation	NOUN
gist-694	89	11	,	,	PUNCT
gist-694	89	12	processing	processing	NOUN
gist-694	89	13	,	,	PUNCT
gist-694	89	14	reporting	reporting	NOUN
gist-694	89	15	,	,	PUNCT
gist-694	89	16	interpretation	interpretation	NOUN
gist-694	89	17	of	of	ADP
gist-694	89	18	results	result	NOUN
gist-694	89	19	learning	learn	VERB
gist-694	89	20	analytics	analytic	NOUN
gist-694	89	21	to	to	PART
gist-694	89	22	improve	improve	VERB
gist-694	89	23	reading	reading	NOUN
gist-694	89	24	skills	skill	NOUN
gist-694	89	25	aristizábal	aristizábal	PROPN
gist-694	89	26	no	no	NOUN
gist-694	89	27	.	.	PROPN
gist-694	89	28	17	17	NUM
gist-694	89	29	(	(	PUNCT
gist-694	89	30	july	july	PROPN
gist-694	89	31	december	december	PROPN
gist-694	89	32	,	,	PUNCT
gist-694	89	33	2018	2018	NUM
gist-694	89	34	)	)	PUNCT
gist-694	90	1	no	no	INTJ
gist-694	90	2	.	.	NOUN
gist-694	90	3	17	17	NUM
gist-694	90	4	(	(	PUNCT
gist-694	90	5	july	july	PROPN
gist-694	90	6	december	december	PROPN
gist-694	90	7	,	,	PUNCT
gist-694	90	8	2018	2018	NUM
gist-694	90	9	)	)	PUNCT
gist-694	90	10	201	201	NUM
gist-694	90	11	and	and	CCONJ
gist-694	90	12	knowledge	knowledge	NOUN
gist-694	90	13	construction	construction	NOUN
gist-694	90	14	in	in	ADP
gist-694	90	15	learning	learn	VERB
gist-694	90	16	ecosystems	ecosystem	NOUN
gist-694	90	17	that	that	PRON
gist-694	90	18	facilitate	facilitate	VERB
gist-694	90	19	decision	decision	NOUN
gist-694	90	20	making	making	NOUN
gist-694	90	21	processes	process	NOUN
gist-694	90	22	that	that	PRON
gist-694	90	23	affect	affect	VERB
gist-694	90	24	learning	learn	VERB
gist-694	90	25	itself	itself	PRON
gist-694	90	26	,	,	PUNCT
gist-694	90	27	the	the	DET
gist-694	90	28	pedagogical	pedagogical	ADJ
gist-694	90	29	practice	practice	NOUN
gist-694	90	30	and	and	CCONJ
gist-694	90	31	the	the	DET
gist-694	90	32	organizational	organizational	ADJ
gist-694	90	33	dynamics	dynamic	NOUN
gist-694	90	34	(	(	PUNCT
gist-694	90	35	knight	knight	NOUN
gist-694	90	36	&	&	CCONJ
gist-694	90	37	shum	shum	NOUN
gist-694	90	38	,	,	PUNCT
gist-694	90	39	2017	2017	NUM
gist-694	90	40	,	,	PUNCT
gist-694	90	41	papamitsiou	papamitsiou	NOUN
gist-694	90	42	&	&	CCONJ
gist-694	90	43	economides	economide	NOUN
gist-694	90	44	,	,	PUNCT
gist-694	90	45	2014	2014	NUM
gist-694	90	46	,	,	PUNCT
gist-694	90	47	aristizábal	aristizábal	PROPN
gist-694	90	48	,	,	PUNCT
gist-694	90	49	2017	2017	NUM
gist-694	90	50	,	,	PUNCT
gist-694	90	51	tempelaar	tempelaar	NOUN
gist-694	90	52	et	et	PROPN
gist-694	90	53	al	al	PROPN
gist-694	90	54	.	.	PROPN
gist-694	90	55	,	,	PUNCT
gist-694	90	56	2013	2013	NUM
gist-694	90	57	)	)	PUNCT
gist-694	90	58	.	.	PUNCT
gist-694	91	1	regardless	regardless	ADV
gist-694	91	2	of	of	ADP
gist-694	91	3	the	the	DET
gist-694	91	4	learning	learn	VERB
gist-694	91	5	ecosystem	ecosystem	NOUN
gist-694	91	6	where	where	SCONJ
gist-694	91	7	it	it	PRON
gist-694	91	8	happens	happen	VERB
gist-694	91	9	,	,	PUNCT
gist-694	91	10	learning	learn	VERB
gist-694	91	11	analytics	analytic	NOUN
gist-694	91	12	is	be	AUX
gist-694	91	13	the	the	DET
gist-694	91	14	conduit	conduit	NOUN
gist-694	91	15	to	to	ADP
gist-694	91	16	a	a	DET
gist-694	91	17	reflective	reflective	ADJ
gist-694	91	18	process	process	NOUN
gist-694	91	19	aimed	aim	VERB
gist-694	91	20	at	at	ADP
gist-694	91	21	improving	improve	VERB
gist-694	91	22	curriculum	curriculum	NOUN
gist-694	91	23	,	,	PUNCT
gist-694	91	24	learning	learning	NOUN
gist-694	91	25	,	,	PUNCT
gist-694	91	26	teaching	teaching	NOUN
gist-694	91	27	and	and	CCONJ
gist-694	91	28	assessment	assessment	NOUN
gist-694	91	29	when	when	SCONJ
gist-694	91	30	multiple	multiple	ADJ
gist-694	91	31	measures	measure	NOUN
gist-694	91	32	of	of	ADP
gist-694	91	33	academic	academic	ADJ
gist-694	91	34	data	datum	NOUN
gist-694	91	35	are	be	AUX
gist-694	91	36	effectively	effectively	ADV
gist-694	91	37	transformed	transform	VERB
gist-694	91	38	into	into	ADP
gist-694	91	39	usable	usable	ADJ
gist-694	91	40	and	and	CCONJ
gist-694	91	41	actionable	actionable	ADJ
gist-694	91	42	knowledge	knowledge	NOUN
gist-694	91	43	.	.	PUNCT
gist-694	92	1	as	as	ADP
gist-694	92	2	a	a	DET
gist-694	92	3	mechanism	mechanism	NOUN
gist-694	92	4	for	for	ADP
gist-694	92	5	decision	decision	NOUN
gist-694	92	6	-	-	PUNCT
gist-694	92	7	making	making	NOUN
gist-694	92	8	,	,	PUNCT
gist-694	92	9	educational	educational	ADJ
gist-694	92	10	stakeholders	stakeholder	NOUN
gist-694	92	11	should	should	AUX
gist-694	92	12	be	be	AUX
gist-694	92	13	able	able	ADJ
gist-694	92	14	to	to	PART
gist-694	92	15	incorporate	incorporate	VERB
gist-694	92	16	la	la	ADV
gist-694	92	17	in	in	ADP
gist-694	92	18	short	short	ADJ
gist-694	92	19	,	,	PUNCT
gist-694	92	20	mid	mid	ADJ
gist-694	92	21	and	and	CCONJ
gist-694	92	22	longterm	longterm	ADJ
gist-694	92	23	strategic	strategic	ADJ
gist-694	92	24	planning	planning	NOUN
gist-694	92	25	thanks	thank	NOUN
gist-694	92	26	to	to	ADP
gist-694	92	27	the	the	DET
gist-694	92	28	possibility	possibility	NOUN
gist-694	92	29	of	of	ADP
gist-694	92	30	analyzing	analyze	VERB
gist-694	92	31	learning	learn	VERB
gist-694	92	32	progress	progress	NOUN
gist-694	92	33	from	from	ADP
gist-694	92	34	past	past	ADJ
gist-694	92	35	,	,	PUNCT
gist-694	92	36	current	current	ADJ
gist-694	92	37	and	and	CCONJ
gist-694	92	38	potential	potential	ADJ
gist-694	92	39	scenarios	scenario	NOUN
gist-694	92	40	.	.	PUNCT
gist-694	93	1	learning	learn	VERB
gist-694	93	2	analytics	analytic	NOUN
gist-694	93	3	,	,	PUNCT
gist-694	93	4	as	as	ADP
gist-694	93	5	a	a	DET
gist-694	93	6	system	system	NOUN
gist-694	93	7	,	,	PUNCT
gist-694	93	8	operates	operate	VERB
gist-694	93	9	at	at	ADP
gist-694	93	10	several	several	ADJ
gist-694	93	11	levels	level	NOUN
gist-694	93	12	from	from	ADP
gist-694	93	13	students	student	NOUN
gist-694	93	14	who	who	PRON
gist-694	93	15	learn	learn	VERB
gist-694	93	16	about	about	ADP
gist-694	93	17	their	their	PRON
gist-694	93	18	own	own	ADJ
gist-694	93	19	learning	learning	NOUN
gist-694	93	20	progress	progress	NOUN
gist-694	93	21	,	,	PUNCT
gist-694	93	22	passing	pass	VERB
gist-694	93	23	through	through	ADP
gist-694	93	24	teachers	teacher	NOUN
gist-694	93	25	who	who	PRON
gist-694	93	26	learn	learn	VERB
gist-694	93	27	about	about	ADP
gist-694	93	28	their	their	PRON
gist-694	93	29	own	own	ADJ
gist-694	93	30	students	student	NOUN
gist-694	93	31	learning	learn	VERB
gist-694	93	32	and	and	CCONJ
gist-694	93	33	their	their	PRON
gist-694	93	34	pedagogical	pedagogical	ADJ
gist-694	93	35	decisions	decision	NOUN
gist-694	93	36	to	to	ADP
gist-694	93	37	policy	policy	NOUN
gist-694	93	38	makers	maker	NOUN
gist-694	93	39	and	and	CCONJ
gist-694	93	40	researchers	researcher	NOUN
gist-694	93	41	(	(	PUNCT
gist-694	93	42	shum	shum	PROPN
gist-694	93	43	&	&	CCONJ
gist-694	93	44	crick	crick	PROPN
gist-694	93	45	,	,	PUNCT
gist-694	93	46	2016	2016	NUM
gist-694	93	47	)	)	PUNCT
gist-694	93	48	.	.	PUNCT
gist-694	94	1	visualization	visualization	NOUN
gist-694	94	2	analytics	analytic	NOUN
gist-694	94	3	(	(	PUNCT
gist-694	94	4	va	va	NOUN
gist-694	94	5	)	)	PUNCT
gist-694	94	6	since	since	SCONJ
gist-694	94	7	this	this	DET
gist-694	94	8	paper	paper	NOUN
gist-694	94	9	is	be	AUX
gist-694	94	10	also	also	ADV
gist-694	94	11	invitation	invitation	NOUN
gist-694	94	12	for	for	SCONJ
gist-694	94	13	k-12	k-12	PROPN
gist-694	94	14	educators	educator	NOUN
gist-694	94	15	to	to	PART
gist-694	94	16	dive	dive	VERB
gist-694	94	17	into	into	ADP
gist-694	94	18	the	the	DET
gist-694	94	19	world	world	NOUN
gist-694	94	20	of	of	ADP
gist-694	94	21	edm	edm	PROPN
gist-694	94	22	and	and	CCONJ
gist-694	94	23	la	la	PROPN
gist-694	94	24	,	,	PUNCT
gist-694	94	25	the	the	DET
gist-694	94	26	complexity	complexity	NOUN
gist-694	94	27	and	and	CCONJ
gist-694	94	28	sophistication	sophistication	NOUN
gist-694	94	29	of	of	ADP
gist-694	94	30	coding	coding	NOUN
gist-694	94	31	and	and	CCONJ
gist-694	94	32	algorithms	algorithms	NOUN
gist-694	94	33	is	be	AUX
gist-694	94	34	phased	phase	VERB
gist-694	94	35	out	out	ADP
gist-694	94	36	to	to	PART
gist-694	94	37	give	give	VERB
gist-694	94	38	place	place	NOUN
gist-694	94	39	to	to	ADP
gist-694	94	40	processes	process	NOUN
gist-694	94	41	where	where	SCONJ
gist-694	94	42	epistemology	epistemology	NOUN
gist-694	94	43	and	and	CCONJ
gist-694	94	44	pedagogy	pedagogy	NOUN
gist-694	94	45	,	,	PUNCT
gist-694	94	46	as	as	SCONJ
gist-694	94	47	drivers	driver	NOUN
gist-694	94	48	of	of	ADP
gist-694	94	49	professional	professional	ADJ
gist-694	94	50	practice	practice	NOUN
gist-694	94	51	,	,	PUNCT
gist-694	94	52	become	become	VERB
gist-694	94	53	the	the	DET
gist-694	94	54	center	center	NOUN
gist-694	94	55	of	of	ADP
gist-694	94	56	the	the	DET
gist-694	94	57	knowledge	knowledge	NOUN
gist-694	94	58	discovery	discovery	NOUN
gist-694	94	59	/	/	SYM
gist-694	94	60	construction	construction	NOUN
gist-694	94	61	in	in	ADP
gist-694	94	62	databases	database	NOUN
gist-694	94	63	.	.	PUNCT
gist-694	95	1	in	in	ADP
gist-694	95	2	the	the	DET
gist-694	95	3	end	end	NOUN
gist-694	95	4	,	,	PUNCT
gist-694	95	5	teachers	teacher	NOUN
gist-694	95	6	are	be	AUX
gist-694	95	7	the	the	DET
gist-694	95	8	most	most	ADV
gist-694	95	9	interested	interested	ADJ
gist-694	95	10	parties	party	NOUN
gist-694	95	11	in	in	ADP
gist-694	95	12	the	the	DET
gist-694	95	13	monumental	monumental	ADJ
gist-694	95	14	enterprise	enterprise	NOUN
gist-694	95	15	of	of	ADP
gist-694	95	16	improving	improve	VERB
gist-694	95	17	teaching	teaching	NOUN
gist-694	95	18	practice	practice	NOUN
gist-694	95	19	and	and	CCONJ
gist-694	95	20	student	student	NOUN
gist-694	95	21	learning	learning	NOUN
gist-694	95	22	.	.	PUNCT
gist-694	96	1	educators	educator	NOUN
gist-694	96	2	,	,	PUNCT
gist-694	96	3	generally	generally	ADV
gist-694	96	4	,	,	PUNCT
gist-694	96	5	do	do	AUX
gist-694	96	6	not	not	PART
gist-694	96	7	have	have	VERB
gist-694	96	8	access	access	NOUN
gist-694	96	9	to	to	ADP
gist-694	96	10	user	user	NOUN
gist-694	96	11	friendly	friendly	ADJ
gist-694	96	12	tools	tool	NOUN
gist-694	96	13	to	to	PART
gist-694	96	14	carry	carry	VERB
gist-694	96	15	out	out	ADP
gist-694	96	16	edm	edm	PROPN
gist-694	96	17	in	in	ADP
gist-694	96	18	the	the	DET
gist-694	96	19	classroom	classroom	NOUN
gist-694	96	20	.	.	PUNCT
gist-694	97	1	a	a	DET
gist-694	97	2	challenge	challenge	NOUN
gist-694	97	3	is	be	AUX
gist-694	97	4	precisely	precisely	ADV
gist-694	97	5	to	to	PART
gist-694	97	6	provide	provide	VERB
gist-694	97	7	the	the	DET
gist-694	97	8	mechanisms	mechanism	NOUN
gist-694	97	9	and	and	CCONJ
gist-694	97	10	specific	specific	ADJ
gist-694	97	11	tools	tool	NOUN
gist-694	97	12	and	and	CCONJ
gist-694	97	13	techniques	technique	NOUN
gist-694	97	14	for	for	ADP
gist-694	97	15	regular	regular	ADJ
gist-694	97	16	face	face	NOUN
gist-694	97	17	-	-	PUNCT
gist-694	97	18	to	to	ADP
gist-694	97	19	-	-	PUNCT
gist-694	97	20	face	face	NOUN
gist-694	97	21	education	education	NOUN
gist-694	97	22	if	if	SCONJ
gist-694	97	23	the	the	DET
gist-694	97	24	research	research	NOUN
gist-694	97	25	field	field	NOUN
gist-694	97	26	is	be	AUX
gist-694	97	27	meant	mean	VERB
gist-694	97	28	to	to	PART
gist-694	97	29	grow	grow	VERB
gist-694	97	30	.	.	PUNCT
gist-694	98	1	as	as	ADP
gist-694	98	2	a	a	DET
gist-694	98	3	challenge	challenge	NOUN
gist-694	98	4	,	,	PUNCT
gist-694	98	5	edm	edm	PROPN
gist-694	98	6	has	have	VERB
gist-694	98	7	to	to	PART
gist-694	98	8	develop	develop	VERB
gist-694	98	9	easy	easy	ADJ
gist-694	98	10	-	-	PUNCT
gist-694	98	11	to	to	ADP
gist-694	98	12	-	-	PUNCT
gist-694	98	13	use	use	VERB
gist-694	98	14	mining	mining	NOUN
gist-694	98	15	tools	tool	NOUN
gist-694	98	16	for	for	ADP
gist-694	98	17	educators	educator	NOUN
gist-694	98	18	or	or	CCONJ
gist-694	98	19	not	not	PART
gist-694	98	20	solely	solely	ADV
gist-694	98	21	for	for	ADP
gist-694	98	22	expert	expert	NOUN
gist-694	98	23	users	user	NOUN
gist-694	98	24	in	in	ADP
gist-694	98	25	data	data	NOUN
gist-694	98	26	mining	mining	NOUN
gist-694	98	27	(	(	PUNCT
gist-694	98	28	romero	romero	PROPN
gist-694	98	29	&	&	CCONJ
gist-694	98	30	ventura	ventura	PROPN
gist-694	98	31	,	,	PUNCT
gist-694	98	32	2007	2007	NUM
gist-694	98	33	)	)	PUNCT
gist-694	98	34	.	.	PUNCT
gist-694	99	1	therefore	therefore	ADV
gist-694	99	2	,	,	PUNCT
gist-694	99	3	as	as	ADP
gist-694	99	4	a	a	DET
gist-694	99	5	contribution	contribution	NOUN
gist-694	99	6	to	to	ADP
gist-694	99	7	the	the	DET
gist-694	99	8	popularization	popularization	NOUN
gist-694	99	9	and	and	CCONJ
gist-694	99	10	democratization	democratization	NOUN
gist-694	99	11	of	of	ADP
gist-694	99	12	edm	edm	PROPN
gist-694	99	13	,	,	PUNCT
gist-694	99	14	la	la	NOUN
gist-694	99	15	and	and	CCONJ
gist-694	99	16	its	its	PRON
gist-694	99	17	methods	method	NOUN
gist-694	99	18	,	,	PUNCT
gist-694	99	19	this	this	DET
gist-694	99	20	research	research	NOUN
gist-694	99	21	uses	use	VERB
gist-694	99	22	the	the	DET
gist-694	99	23	concept	concept	NOUN
gist-694	99	24	of	of	ADP
gist-694	99	25	visualization	visualization	NOUN
gist-694	99	26	analytics	analytic	NOUN
gist-694	99	27	as	as	ADP
gist-694	99	28	technique	technique	NOUN
gist-694	99	29	to	to	PART
gist-694	99	30	discover	discover	VERB
gist-694	99	31	/	/	SYM
gist-694	99	32	construct	construct	VERB
gist-694	99	33	knowledge	knowledge	NOUN
gist-694	99	34	from	from	ADP
gist-694	99	35	databases	database	NOUN
gist-694	99	36	(	(	PUNCT
gist-694	99	37	aristizabal	aristizabal	ADJ
gist-694	99	38	,	,	PUNCT
gist-694	99	39	2017	2017	NUM
gist-694	99	40	)	)	PUNCT
gist-694	99	41	.	.	PUNCT
gist-694	100	1	not	not	PART
gist-694	100	2	surprisingly	surprisingly	ADV
gist-694	100	3	,	,	PUNCT
gist-694	100	4	the	the	DET
gist-694	100	5	2011	2011	NUM
gist-694	100	6	conference	conference	NOUN
gist-694	100	7	on	on	ADP
gist-694	100	8	learning	learn	VERB
gist-694	100	9	analytics	analytic	NOUN
gist-694	100	10	and	and	CCONJ
gist-694	100	11	knowledge	knowledge	NOUN
gist-694	100	12	considered	consider	VERB
gist-694	100	13	information	information	NOUN
gist-694	100	14	visualization	visualization	NOUN
gist-694	100	15	as	as	ADP
gist-694	100	16	a	a	DET
gist-694	100	17	technique	technique	NOUN
gist-694	100	18	with	with	ADP
gist-694	100	19	the	the	DET
gist-694	100	20	potential	potential	NOUN
gist-694	100	21	to	to	PART
gist-694	100	22	offer	offer	VERB
gist-694	100	23	interesting	interesting	ADJ
gist-694	100	24	perspectives	perspective	NOUN
gist-694	100	25	in	in	ADP
gist-694	100	26	learning	learn	VERB
gist-694	100	27	analytics	analytic	NOUN
gist-694	100	28	(	(	PUNCT
gist-694	100	29	verbert	verbert	NOUN
gist-694	100	30	et	et	PROPN
gist-694	100	31	al	al	PROPN
gist-694	100	32	.	.	PROPN
gist-694	100	33	,	,	PUNCT
gist-694	100	34	2012	2012	NUM
gist-694	100	35	)	)	PUNCT
gist-694	100	36	.	.	PUNCT
gist-694	101	1	learning	learn	VERB
gist-694	101	2	analytics	analytic	NOUN
gist-694	101	3	to	to	PART
gist-694	101	4	improve	improve	VERB
gist-694	101	5	reading	reading	NOUN
gist-694	101	6	skills	skill	NOUN
gist-694	101	7	aristizábal	aristizábal	PROPN
gist-694	101	8	no	no	NOUN
gist-694	101	9	.	.	PROPN
gist-694	101	10	17	17	NUM
gist-694	101	11	(	(	PUNCT
gist-694	101	12	july	july	PROPN
gist-694	101	13	december	december	PROPN
gist-694	101	14	,	,	PUNCT
gist-694	101	15	2018	2018	NUM
gist-694	101	16	)	)	PUNCT
gist-694	102	1	no	no	INTJ
gist-694	102	2	.	.	NOUN
gist-694	102	3	17	17	NUM
gist-694	102	4	(	(	PUNCT
gist-694	102	5	july	july	PROPN
gist-694	102	6	december	december	PROPN
gist-694	102	7	,	,	PUNCT
gist-694	102	8	2018	2018	NUM
gist-694	102	9	)	)	PUNCT
gist-694	102	10	202	202	NUM
gist-694	102	11	as	as	ADP
gist-694	102	12	an	an	DET
gist-694	102	13	integrated	integrate	VERB
gist-694	102	14	concept	concept	NOUN
gist-694	102	15	,	,	PUNCT
gist-694	102	16	visualization	visualization	NOUN
gist-694	102	17	analytics	analytic	NOUN
gist-694	102	18	aims	aim	VERB
gist-694	102	19	at	at	ADP
gist-694	102	20	using	use	VERB
gist-694	102	21	humans	human	NOUN
gist-694	102	22	’	’	PART
gist-694	102	23	sight	sight	NOUN
gist-694	102	24	and	and	CCONJ
gist-694	102	25	intuition	intuition	NOUN
gist-694	102	26	capacities	capacity	NOUN
gist-694	102	27	to	to	PART
gist-694	102	28	perceptually	perceptually	ADV
gist-694	102	29	and	and	CCONJ
gist-694	102	30	cognitively	cognitively	ADV
gist-694	102	31	gain	gain	VERB
gist-694	102	32	insights	insight	NOUN
gist-694	102	33	over	over	ADP
gist-694	102	34	the	the	DET
gist-694	102	35	exploration	exploration	NOUN
gist-694	102	36	of	of	ADP
gist-694	102	37	visually	visually	ADV
gist-694	102	38	exhibited	exhibit	VERB
gist-694	102	39	data	datum	NOUN
gist-694	102	40	(	(	PUNCT
gist-694	102	41	goebel	goebel	NOUN
gist-694	102	42	&	&	CCONJ
gist-694	102	43	gruenwald	gruenwald	PROPN
gist-694	102	44	,	,	PUNCT
gist-694	102	45	1999	1999	NUM
gist-694	102	46	;	;	PUNCT
gist-694	102	47	cook	cook	NOUN
gist-694	102	48	&	&	CCONJ
gist-694	102	49	thomas	thomas	PROPN
gist-694	102	50	,	,	PUNCT
gist-694	102	51	2005	2005	NUM
gist-694	102	52	;	;	PUNCT
gist-694	102	53	chen	chen	PROPN
gist-694	102	54	,	,	PUNCT
gist-694	102	55	2009	2009	NUM
gist-694	102	56	;	;	PUNCT
gist-694	103	1	parenteau	parenteau	PROPN
gist-694	103	2	et	et	PROPN
gist-694	103	3	al	al	PROPN
gist-694	103	4	.	.	PROPN
gist-694	103	5	,	,	PUNCT
gist-694	103	6	2016	2016	NUM
gist-694	103	7	)	)	PUNCT
gist-694	103	8	by	by	ADP
gist-694	103	9	integrating	integrate	VERB
gist-694	103	10	people	people	NOUN
gist-694	103	11	and	and	CCONJ
gist-694	103	12	their	their	PRON
gist-694	103	13	combined	combine	VERB
gist-694	103	14	abilities	ability	NOUN
gist-694	103	15	such	such	ADJ
gist-694	103	16	as	as	ADP
gist-694	103	17	reasoning	reasoning	NOUN
gist-694	103	18	,	,	PUNCT
gist-694	103	19	critical	critical	ADJ
gist-694	103	20	thinking	thinking	NOUN
gist-694	103	21	,	,	PUNCT
gist-694	103	22	pedagogical	pedagogical	ADJ
gist-694	103	23	background	background	NOUN
gist-694	103	24	,	,	PUNCT
gist-694	103	25	experience	experience	NOUN
gist-694	103	26	and	and	CCONJ
gist-694	103	27	personal	personal	ADJ
gist-694	103	28	epistemologies	epistemology	NOUN
gist-694	103	29	(	(	PUNCT
gist-694	103	30	aristizabal	aristizabal	ADJ
gist-694	103	31	,	,	PUNCT
gist-694	103	32	2017	2017	NUM
gist-694	103	33	,	,	PUNCT
gist-694	103	34	keim	keim	NOUN
gist-694	103	35	,	,	PUNCT
gist-694	103	36	2002	2002	NUM
gist-694	103	37	,	,	PUNCT
gist-694	103	38	romero	romero	PROPN
gist-694	103	39	et	et	PROPN
gist-694	103	40	al	al	PROPN
gist-694	103	41	.	.	PROPN
gist-694	103	42	,	,	PUNCT
gist-694	103	43	2011	2011	NUM
gist-694	103	44	)	)	PUNCT
gist-694	103	45	,	,	PUNCT
gist-694	103	46	helped	help	VERB
gist-694	103	47	by	by	ADP
gist-694	103	48	the	the	DET
gist-694	103	49	use	use	NOUN
gist-694	103	50	of	of	ADP
gist-694	103	51	graphic	graphic	ADJ
gist-694	103	52	and	and	CCONJ
gist-694	103	53	dynamic	dynamic	ADJ
gist-694	103	54	computer	computer	NOUN
gist-694	103	55	interfaces	interface	NOUN
gist-694	103	56	that	that	PRON
gist-694	103	57	maximize	maximize	VERB
gist-694	103	58	human	human	ADJ
gist-694	103	59	capacity	capacity	NOUN
gist-694	103	60	to	to	PART
gist-694	103	61	perceive	perceive	VERB
gist-694	103	62	,	,	PUNCT
gist-694	103	63	understand	understand	VERB
gist-694	103	64	and	and	CCONJ
gist-694	103	65	reason	reason	NOUN
gist-694	103	66	about	about	ADP
gist-694	103	67	complex	complex	ADJ
gist-694	103	68	and	and	CCONJ
gist-694	103	69	dynamic	dynamic	ADJ
gist-694	103	70	data	datum	NOUN
gist-694	103	71	and	and	CCONJ
gist-694	103	72	situations	situation	NOUN
gist-694	103	73	(	(	PUNCT
gist-694	103	74	cook	cook	NOUN
gist-694	103	75	&	&	CCONJ
gist-694	103	76	thomas	thomas	PROPN
gist-694	103	77	,	,	PUNCT
gist-694	103	78	2005	2005	NUM
gist-694	103	79	)	)	PUNCT
gist-694	103	80	.	.	PUNCT
gist-694	104	1	visualization	visualization	NOUN
gist-694	104	2	analytics	analytic	NOUN
gist-694	104	3	,	,	PUNCT
gist-694	104	4	visual	visual	ADJ
gist-694	104	5	analytics	analytic	NOUN
gist-694	104	6	or	or	CCONJ
gist-694	104	7	visual	visual	ADJ
gist-694	104	8	data	datum	NOUN
gist-694	104	9	mining	mining	NOUN
gist-694	104	10	in	in	ADP
gist-694	104	11	a	a	DET
gist-694	104	12	classroom	classroom	NOUN
gist-694	104	13	involves	involve	VERB
gist-694	104	14	a	a	DET
gist-694	104	15	cognitive	cognitive	ADJ
gist-694	104	16	process	process	NOUN
gist-694	104	17	where	where	SCONJ
gist-694	104	18	humans	human	NOUN
gist-694	104	19	elaborate	elaborate	VERB
gist-694	104	20	mental	mental	ADJ
gist-694	104	21	representations	representation	NOUN
gist-694	104	22	from	from	ADP
gist-694	104	23	graphically	graphically	ADV
gist-694	104	24	presented	present	VERB
gist-694	104	25	datasets	dataset	NOUN
gist-694	104	26	.	.	PUNCT
gist-694	105	1	thanks	thank	NOUN
gist-694	105	2	to	to	ADP
gist-694	105	3	the	the	DET
gist-694	105	4	fact	fact	NOUN
gist-694	105	5	that	that	SCONJ
gist-694	105	6	“	"	PUNCT
gist-694	105	7	the	the	DET
gist-694	105	8	human	human	ADJ
gist-694	105	9	eye	eye	NOUN
gist-694	105	10	-	-	PUNCT
gist-694	105	11	brain	brain	NOUN
gist-694	105	12	system	system	NOUN
gist-694	105	13	itself	itself	PRON
gist-694	105	14	still	still	ADV
gist-694	105	15	remains	remain	VERB
gist-694	105	16	the	the	DET
gist-694	105	17	best	good	ADJ
gist-694	105	18	patternrecognition	patternrecognition	NOUN
gist-694	105	19	device	device	NOUN
gist-694	105	20	known	know	VERB
gist-694	105	21	”	"	PUNCT
gist-694	105	22	(	(	PUNCT
gist-694	105	23	goebel	goebel	NOUN
gist-694	105	24	&	&	CCONJ
gist-694	105	25	gruenwald	gruenwald	PROPN
gist-694	105	26	,	,	PUNCT
gist-694	105	27	1999	1999	NUM
gist-694	105	28	,	,	PUNCT
gist-694	105	29	p.	p.	NOUN
gist-694	105	30	22	22	NUM
gist-694	105	31	)	)	PUNCT
gist-694	105	32	,	,	PUNCT
gist-694	105	33	it	it	PRON
gist-694	105	34	is	be	AUX
gist-694	105	35	possible	possible	ADJ
gist-694	105	36	for	for	SCONJ
gist-694	105	37	an	an	DET
gist-694	105	38	educator	educator	NOUN
gist-694	105	39	to	to	PART
gist-694	105	40	learn	learn	VERB
gist-694	105	41	and	and	CCONJ
gist-694	105	42	understand	understand	VERB
gist-694	105	43	the	the	DET
gist-694	105	44	context	context	NOUN
gist-694	105	45	,	,	PUNCT
gist-694	105	46	conditions	condition	NOUN
gist-694	105	47	,	,	PUNCT
gist-694	105	48	outcomes	outcome	NOUN
gist-694	105	49	and	and	CCONJ
gist-694	105	50	,	,	PUNCT
gist-694	105	51	in	in	ADP
gist-694	105	52	general	general	ADJ
gist-694	105	53	,	,	PUNCT
gist-694	105	54	the	the	DET
gist-694	105	55	variables	variable	NOUN
gist-694	105	56	that	that	PRON
gist-694	105	57	affect	affect	VERB
gist-694	105	58	teaching	teaching	NOUN
gist-694	105	59	,	,	PUNCT
gist-694	105	60	learning	learning	NOUN
gist-694	105	61	,	,	PUNCT
gist-694	105	62	assessment	assessment	NOUN
gist-694	105	63	or	or	CCONJ
gist-694	105	64	curriculum	curriculum	NOUN
gist-694	105	65	using	use	VERB
gist-694	105	66	visualization	visualization	NOUN
gist-694	105	67	techniques	technique	NOUN
gist-694	105	68	.	.	PUNCT
gist-694	106	1	since	since	SCONJ
gist-694	106	2	the	the	DET
gist-694	106	3	goals	goal	NOUN
gist-694	106	4	of	of	ADP
gist-694	106	5	edm	edm	PROPN
gist-694	106	6	are	be	AUX
gist-694	106	7	to	to	PART
gist-694	106	8	develop	develop	VERB
gist-694	106	9	methods	method	NOUN
gist-694	106	10	for	for	ADP
gist-694	106	11	exploring	explore	VERB
gist-694	106	12	data	datum	NOUN
gist-694	106	13	that	that	PRON
gist-694	106	14	come	come	VERB
gist-694	106	15	from	from	ADP
gist-694	106	16	educational	educational	ADJ
gist-694	106	17	settings	setting	NOUN
gist-694	106	18	and	and	CCONJ
gist-694	106	19	to	to	PART
gist-694	106	20	use	use	VERB
gist-694	106	21	those	those	DET
gist-694	106	22	methods	method	NOUN
gist-694	106	23	to	to	PART
gist-694	106	24	better	well	ADV
gist-694	106	25	understand	understand	VERB
gist-694	106	26	students	student	NOUN
gist-694	106	27	and	and	CCONJ
gist-694	106	28	the	the	DET
gist-694	106	29	settings	setting	NOUN
gist-694	106	30	where	where	SCONJ
gist-694	106	31	they	they	PRON
gist-694	106	32	learn	learn	VERB
gist-694	106	33	;	;	PUNCT
gist-694	106	34	it	it	PRON
gist-694	106	35	is	be	AUX
gist-694	106	36	not	not	PART
gist-694	106	37	speculative	speculative	ADJ
gist-694	106	38	to	to	PART
gist-694	106	39	say	say	VERB
gist-694	106	40	that	that	SCONJ
gist-694	106	41	visualization	visualization	NOUN
gist-694	106	42	analytics	analytic	NOUN
gist-694	106	43	itself	itself	PRON
gist-694	106	44	is	be	AUX
gist-694	106	45	an	an	DET
gist-694	106	46	edm	edm	PROPN
gist-694	106	47	technique	technique	NOUN
gist-694	106	48	.	.	PUNCT
gist-694	107	1	therefore	therefore	ADV
gist-694	107	2	,	,	PUNCT
gist-694	107	3	educators	educator	NOUN
gist-694	107	4	can	can	AUX
gist-694	107	5	use	use	VERB
gist-694	107	6	va	va	NOUN
gist-694	107	7	in	in	ADP
gist-694	107	8	order	order	NOUN
gist-694	107	9	to	to	PART
gist-694	107	10	learn	learn	VERB
gist-694	107	11	about	about	ADP
gist-694	107	12	their	their	PRON
gist-694	107	13	practice	practice	NOUN
gist-694	107	14	,	,	PUNCT
gist-694	107	15	their	their	PRON
gist-694	107	16	students	student	NOUN
gist-694	107	17	learning	learn	VERB
gist-694	107	18	and	and	CCONJ
gist-694	107	19	how	how	SCONJ
gist-694	107	20	this	this	DET
gist-694	107	21	learning	learning	NOUN
gist-694	107	22	happens	happen	VERB
gist-694	107	23	by	by	ADP
gist-694	107	24	making	make	VERB
gist-694	107	25	use	use	NOUN
gist-694	107	26	of	of	ADP
gist-694	107	27	their	their	PRON
gist-694	107	28	already	already	ADV
gist-694	107	29	built	build	VERB
gist-694	107	30	-	-	PUNCT
gist-694	107	31	in	in	ADP
gist-694	107	32	capacities	capacity	NOUN
gist-694	107	33	,	,	PUNCT
gist-694	107	34	experience	experience	NOUN
gist-694	107	35	and	and	CCONJ
gist-694	107	36	situational	situational	ADJ
gist-694	107	37	knowledge	knowledge	NOUN
gist-694	107	38	.	.	PUNCT
gist-694	108	1	there	there	PRON
gist-694	108	2	is	be	VERB
gist-694	108	3	no	no	DET
gist-694	108	4	need	need	NOUN
gist-694	108	5	to	to	PART
gist-694	108	6	be	be	AUX
gist-694	108	7	experts	expert	NOUN
gist-694	108	8	in	in	ADP
gist-694	108	9	databases	database	NOUN
gist-694	108	10	,	,	PUNCT
gist-694	108	11	coding	code	VERB
gist-694	108	12	or	or	CCONJ
gist-694	108	13	programming	programming	NOUN
gist-694	108	14	,	,	PUNCT
gist-694	108	15	but	but	CCONJ
gist-694	108	16	someone	someone	PRON
gist-694	108	17	must	must	AUX
gist-694	108	18	create	create	VERB
gist-694	108	19	these	these	DET
gist-694	108	20	visualizations	visualization	NOUN
gist-694	108	21	,	,	PUNCT
gist-694	108	22	interact	interact	VERB
gist-694	108	23	with	with	ADP
gist-694	108	24	them	they	PRON
gist-694	108	25	and	and	CCONJ
gist-694	108	26	produce	produce	VERB
gist-694	108	27	new	new	ADJ
gist-694	108	28	ones	one	NOUN
gist-694	108	29	based	base	VERB
gist-694	108	30	on	on	ADP
gist-694	108	31	individual	individual	ADJ
gist-694	108	32	or	or	CCONJ
gist-694	108	33	institutional	institutional	ADJ
gist-694	108	34	needs	need	NOUN
gist-694	108	35	.	.	PUNCT
gist-694	109	1	however	however	ADV
gist-694	109	2	,	,	PUNCT
gist-694	109	3	the	the	DET
gist-694	109	4	knowledge	knowledge	NOUN
gist-694	109	5	discovery	discovery	NOUN
gist-694	109	6	/	/	SYM
gist-694	109	7	construction	construction	NOUN
gist-694	109	8	is	be	AUX
gist-694	109	9	still	still	ADV
gist-694	109	10	within	within	ADP
gist-694	109	11	the	the	DET
gist-694	109	12	educators	educator	NOUN
gist-694	109	13	’	’	PART
gist-694	109	14	hands	hand	NOUN
gist-694	109	15	and	and	CCONJ
gist-694	109	16	key	key	ADJ
gist-694	109	17	stakeholders	stakeholder	NOUN
gist-694	109	18	.	.	PUNCT
gist-694	110	1	methodology	methodology	NOUN
gist-694	110	2	in	in	ADP
gist-694	110	3	order	order	NOUN
gist-694	110	4	to	to	PART
gist-694	110	5	carry	carry	VERB
gist-694	110	6	out	out	ADP
gist-694	110	7	this	this	DET
gist-694	110	8	case	case	NOUN
gist-694	110	9	study	study	NOUN
gist-694	110	10	,	,	PUNCT
gist-694	110	11	the	the	DET
gist-694	110	12	following	follow	VERB
gist-694	110	13	methodology	methodology	NOUN
gist-694	110	14	was	be	AUX
gist-694	110	15	implemented	implement	VERB
gist-694	110	16	:	:	PUNCT
gist-694	110	17	data	datum	NOUN
gist-694	110	18	gathering	gathering	NOUN
gist-694	110	19	:	:	PUNCT
gist-694	110	20	the	the	DET
gist-694	110	21	students	student	NOUN
gist-694	110	22	in	in	ADP
gist-694	110	23	this	this	DET
gist-694	110	24	study	study	NOUN
gist-694	110	25	take	take	VERB
gist-694	110	26	the	the	DET
gist-694	110	27	map	map	NOUN
gist-694	110	28	reading	reading	NOUN
gist-694	110	29	and	and	CCONJ
gist-694	110	30	math	math	NOUN
gist-694	110	31	growth	growth	NOUN
gist-694	110	32	test	test	NOUN
gist-694	110	33	during	during	ADP
gist-694	110	34	the	the	DET
gist-694	110	35	fall	fall	NOUN
gist-694	110	36	and	and	CCONJ
gist-694	110	37	spring	spring	NOUN
gist-694	110	38	sessions	session	NOUN
gist-694	110	39	.	.	PUNCT
gist-694	111	1	the	the	DET
gist-694	111	2	test	test	NOUN
gist-694	111	3	session	session	NOUN
gist-694	111	4	for	for	ADP
gist-694	111	5	the	the	DET
gist-694	111	6	whole	whole	ADJ
gist-694	111	7	school	school	NOUN
gist-694	111	8	takes	take	VERB
gist-694	111	9	place	place	NOUN
gist-694	111	10	during	during	ADP
gist-694	111	11	one	one	NUM
gist-694	111	12	week	week	NOUN
gist-694	111	13	,	,	PUNCT
gist-694	111	14	including	include	VERB
gist-694	111	15	make	make	VERB
gist-694	111	16	ups	up	NOUN
gist-694	111	17	.	.	PUNCT
gist-694	112	1	once	once	SCONJ
gist-694	112	2	they	they	PRON
gist-694	112	3	finish	finish	VERB
gist-694	112	4	,	,	PUNCT
gist-694	112	5	a	a	DET
gist-694	112	6	cvs	cvs	NOUN
gist-694	112	7	master	master	NOUN
gist-694	112	8	file	file	NOUN
gist-694	112	9	is	be	AUX
gist-694	112	10	downloaded	download	VERB
gist-694	112	11	with	with	ADP
gist-694	112	12	all	all	DET
gist-694	112	13	the	the	DET
gist-694	112	14	basic	basic	ADJ
gist-694	112	15	demographic	demographic	ADJ
gist-694	112	16	and	and	CCONJ
gist-694	112	17	performance	performance	NOUN
gist-694	112	18	results	result	NOUN
gist-694	112	19	.	.	PUNCT
gist-694	113	1	the	the	DET
gist-694	113	2	school	school	NOUN
gist-694	113	3	keeps	keep	VERB
gist-694	113	4	and	and	CCONJ
gist-694	113	5	display	display	VERB
gist-694	113	6	the	the	DET
gist-694	113	7	last	last	ADJ
gist-694	113	8	4	4	NUM
gist-694	113	9	years	year	NOUN
gist-694	113	10	of	of	ADP
gist-694	113	11	testing	test	VERB
gist-694	113	12	data	datum	NOUN
gist-694	113	13	.	.	PUNCT
gist-694	114	1	learning	learn	VERB
gist-694	114	2	analytics	analytic	NOUN
gist-694	114	3	to	to	PART
gist-694	114	4	improve	improve	VERB
gist-694	114	5	reading	reading	NOUN
gist-694	114	6	skills	skill	NOUN
gist-694	114	7	aristizábal	aristizábal	PROPN
gist-694	114	8	no	no	NOUN
gist-694	114	9	.	.	PROPN
gist-694	114	10	17	17	NUM
gist-694	114	11	(	(	PUNCT
gist-694	114	12	july	july	PROPN
gist-694	114	13	december	december	PROPN
gist-694	114	14	,	,	PUNCT
gist-694	114	15	2018	2018	NUM
gist-694	114	16	)	)	PUNCT
gist-694	115	1	no	no	INTJ
gist-694	115	2	.	.	NOUN
gist-694	115	3	17	17	NUM
gist-694	115	4	(	(	PUNCT
gist-694	115	5	july	july	PROPN
gist-694	115	6	december	december	PROPN
gist-694	115	7	,	,	PUNCT
gist-694	115	8	2018	2018	NUM
gist-694	115	9	)	)	PUNCT
gist-694	115	10	203	203	NUM
gist-694	115	11	data	datum	NOUN
gist-694	115	12	processing	processing	NOUN
gist-694	115	13	:	:	PUNCT
gist-694	115	14	this	this	DET
gist-694	115	15	process	process	NOUN
gist-694	115	16	is	be	AUX
gist-694	115	17	key	key	ADJ
gist-694	115	18	for	for	ADP
gist-694	115	19	a	a	DET
gist-694	115	20	functional	functional	ADJ
gist-694	115	21	database	database	NOUN
gist-694	115	22	and	and	CCONJ
gist-694	115	23	includes	include	VERB
gist-694	115	24	a	a	DET
gist-694	115	25	series	series	NOUN
gist-694	115	26	of	of	ADP
gist-694	115	27	sub	sub	NOUN
gist-694	115	28	-	-	NOUN
gist-694	115	29	processes	process	NOUN
gist-694	115	30	such	such	ADJ
gist-694	115	31	as	as	ADP
gist-694	115	32	:	:	PUNCT
gist-694	115	33	a	a	X
gist-694	115	34	)	)	PUNCT
gist-694	115	35	cleaning	cleaning	NOUN
gist-694	115	36	,	,	PUNCT
gist-694	115	37	b	b	NOUN
gist-694	115	38	)	)	PUNCT
gist-694	115	39	transformation	transformation	NOUN
gist-694	115	40	and	and	CCONJ
gist-694	115	41	c	c	NOUN
gist-694	115	42	)	)	PUNCT
gist-694	115	43	data	datum	NOUN
gist-694	115	44	integration	integration	NOUN
gist-694	115	45	.	.	PUNCT
gist-694	116	1	this	this	DET
gist-694	116	2	stage	stage	NOUN
gist-694	116	3	of	of	ADP
gist-694	116	4	the	the	DET
gist-694	116	5	methodology	methodology	NOUN
gist-694	116	6	allows	allow	VERB
gist-694	116	7	for	for	ADP
gist-694	116	8	the	the	DET
gist-694	116	9	customization	customization	NOUN
gist-694	116	10	of	of	ADP
gist-694	116	11	the	the	DET
gist-694	116	12	raw	raw	ADJ
gist-694	116	13	data	datum	NOUN
gist-694	116	14	and	and	CCONJ
gist-694	116	15	its	its	PRON
gist-694	116	16	integration	integration	NOUN
gist-694	116	17	with	with	ADP
gist-694	116	18	other	other	ADJ
gist-694	116	19	available	available	ADJ
gist-694	116	20	academic	academic	ADJ
gist-694	116	21	data	datum	NOUN
gist-694	116	22	such	such	ADJ
gist-694	116	23	as	as	ADP
gist-694	116	24	ids	id	NOUN
gist-694	116	25	,	,	PUNCT
gist-694	116	26	year	year	NOUN
gist-694	116	27	of	of	ADP
gist-694	116	28	enrollment	enrollment	NOUN
gist-694	116	29	,	,	PUNCT
gist-694	116	30	classes	class	NOUN
gist-694	116	31	,	,	PUNCT
gist-694	116	32	teachers	teacher	NOUN
gist-694	116	33	,	,	PUNCT
gist-694	116	34	periods	period	NOUN
gist-694	116	35	,	,	PUNCT
gist-694	116	36	etc	etc	X
gist-694	116	37	.	.	X
gist-694	117	1	the	the	DET
gist-694	117	2	database	database	NOUN
gist-694	117	3	integration	integration	NOUN
gist-694	117	4	is	be	AUX
gist-694	117	5	done	do	VERB
gist-694	117	6	in	in	ADP
gist-694	117	7	tableau	tableau	PROPN
gist-694	117	8	.	.	PUNCT
gist-694	118	1	data	datum	NOUN
gist-694	118	2	analysis	analysis	NOUN
gist-694	118	3	and	and	CCONJ
gist-694	118	4	visualizations	visualization	NOUN
gist-694	118	5	.	.	PUNCT
gist-694	119	1	this	this	DET
gist-694	119	2	stage	stage	NOUN
gist-694	119	3	involves	involve	VERB
gist-694	119	4	the	the	DET
gist-694	119	5	creation	creation	NOUN
gist-694	119	6	of	of	ADP
gist-694	119	7	a	a	DET
gist-694	119	8	series	series	NOUN
gist-694	119	9	of	of	ADP
gist-694	119	10	visualizations	visualization	NOUN
gist-694	119	11	in	in	ADP
gist-694	119	12	order	order	NOUN
gist-694	119	13	to	to	PART
gist-694	119	14	enhance	enhance	VERB
gist-694	119	15	the	the	DET
gist-694	119	16	reports	report	NOUN
gist-694	119	17	from	from	ADP
gist-694	119	18	the	the	DET
gist-694	119	19	computer	computer	NOUN
gist-694	119	20	-	-	PUNCT
gist-694	119	21	adaptive	adaptive	ADJ
gist-694	119	22	test	test	NOUN
gist-694	119	23	.	.	PUNCT
gist-694	120	1	for	for	ADP
gist-694	120	2	example	example	NOUN
gist-694	120	3	,	,	PUNCT
gist-694	120	4	the	the	DET
gist-694	120	5	original	original	ADJ
gist-694	120	6	platform	platform	NOUN
gist-694	120	7	provides	provide	VERB
gist-694	120	8	visualizations	visualization	NOUN
gist-694	120	9	about	about	ADP
gist-694	120	10	student	student	NOUN
gist-694	120	11	performance	performance	NOUN
gist-694	120	12	by	by	ADP
gist-694	120	13	grade	grade	NOUN
gist-694	120	14	level	level	NOUN
gist-694	120	15	,	,	PUNCT
gist-694	120	16	but	but	CCONJ
gist-694	120	17	does	do	AUX
gist-694	120	18	not	not	PART
gist-694	120	19	provide	provide	VERB
gist-694	120	20	this	this	DET
gist-694	120	21	visualization	visualization	NOUN
gist-694	120	22	over	over	ADP
gist-694	120	23	a	a	DET
gist-694	120	24	period	period	NOUN
gist-694	120	25	of	of	ADP
gist-694	120	26	time	time	NOUN
gist-694	120	27	with	with	ADP
gist-694	120	28	filters	filter	NOUN
gist-694	120	29	to	to	PART
gist-694	120	30	select	select	VERB
gist-694	120	31	different	different	ADJ
gist-694	120	32	testing	testing	NOUN
gist-694	120	33	seasons	season	NOUN
gist-694	120	34	.	.	PUNCT
gist-694	121	1	during	during	ADP
gist-694	121	2	this	this	DET
gist-694	121	3	step	step	NOUN
gist-694	121	4	the	the	DET
gist-694	121	5	original	original	ADJ
gist-694	121	6	datasets	dataset	NOUN
gist-694	121	7	are	be	AUX
gist-694	121	8	enhanced	enhance	VERB
gist-694	121	9	as	as	ADP
gist-694	121	10	part	part	NOUN
gist-694	121	11	of	of	ADP
gist-694	121	12	the	the	DET
gist-694	121	13	la	la	PROPN
gist-694	121	14	system	system	NOUN
gist-694	121	15	which	which	PRON
gist-694	121	16	allows	allow	VERB
gist-694	121	17	gaining	gain	VERB
gist-694	121	18	deeper	deep	ADJ
gist-694	121	19	insights	insight	NOUN
gist-694	121	20	through	through	ADP
gist-694	121	21	interactive	interactive	ADJ
gist-694	121	22	visualizations	visualization	NOUN
gist-694	121	23	that	that	PRON
gist-694	121	24	answer	answer	VERB
gist-694	121	25	pedagogical	pedagogical	ADJ
gist-694	121	26	questions	question	NOUN
gist-694	121	27	.	.	PUNCT
gist-694	122	1	deriving	derive	VERB
gist-694	122	2	actionable	actionable	ADJ
gist-694	122	3	knowledge	knowledge	NOUN
gist-694	122	4	:	:	PUNCT
gist-694	122	5	visualizations	visualization	NOUN
gist-694	122	6	have	have	VERB
gist-694	122	7	no	no	DET
gist-694	122	8	meaning	meaning	NOUN
gist-694	122	9	without	without	ADP
gist-694	122	10	an	an	DET
gist-694	122	11	intention	intention	NOUN
gist-694	122	12	provided	provide	VERB
gist-694	122	13	by	by	ADP
gist-694	122	14	an	an	DET
gist-694	122	15	epistemic	epistemic	ADJ
gist-694	122	16	individual	individual	NOUN
gist-694	122	17	,	,	PUNCT
gist-694	122	18	the	the	DET
gist-694	122	19	process	process	NOUN
gist-694	122	20	known	know	VERB
gist-694	122	21	as	as	ADP
gist-694	122	22	visualization	visualization	NOUN
gist-694	122	23	analytics	analytic	NOUN
gist-694	122	24	is	be	AUX
gist-694	122	25	used	use	VERB
gist-694	122	26	to	to	PART
gist-694	122	27	perceptually	perceptually	ADV
gist-694	122	28	and	and	CCONJ
gist-694	122	29	cognitively	cognitively	ADV
gist-694	122	30	gain	gain	VERB
gist-694	122	31	insights	insight	NOUN
gist-694	122	32	over	over	ADP
gist-694	122	33	the	the	DET
gist-694	122	34	exploration	exploration	NOUN
gist-694	122	35	of	of	ADP
gist-694	122	36	visually	visually	ADV
gist-694	122	37	exhibited	exhibit	VERB
gist-694	122	38	data	datum	NOUN
gist-694	122	39	.	.	PUNCT
gist-694	123	1	in	in	ADP
gist-694	123	2	order	order	NOUN
gist-694	123	3	to	to	PART
gist-694	123	4	facilitate	facilitate	VERB
gist-694	123	5	this	this	DET
gist-694	123	6	process	process	NOUN
gist-694	123	7	,	,	PUNCT
gist-694	123	8	a	a	DET
gist-694	123	9	series	series	NOUN
gist-694	123	10	of	of	ADP
gist-694	123	11	guiding	guide	VERB
gist-694	123	12	questions	question	NOUN
gist-694	123	13	are	be	AUX
gist-694	123	14	generated	generate	VERB
gist-694	123	15	to	to	PART
gist-694	123	16	trigger	trigger	VERB
gist-694	123	17	inquiry	inquiry	NOUN
gist-694	123	18	and	and	CCONJ
gist-694	123	19	reflective	reflective	ADJ
gist-694	123	20	behaviors	behavior	NOUN
gist-694	123	21	.	.	PUNCT
gist-694	124	1	an	an	DET
gist-694	124	2	enhanced	enhance	VERB
gist-694	124	3	visualization	visualization	NOUN
gist-694	124	4	is	be	AUX
gist-694	124	5	one	one	NUM
gist-694	124	6	that	that	PRON
gist-694	124	7	uses	use	VERB
gist-694	124	8	the	the	DET
gist-694	124	9	integration	integration	NOUN
gist-694	124	10	of	of	ADP
gist-694	124	11	variables	variable	NOUN
gist-694	124	12	not	not	PART
gist-694	124	13	originally	originally	ADV
gist-694	124	14	presented	present	VERB
gist-694	124	15	in	in	ADP
gist-694	124	16	the	the	DET
gist-694	124	17	nwea	nwea	PROPN
gist-694	124	18	’s	’s	PART
gist-694	124	19	reports	report	NOUN
gist-694	124	20	,	,	PUNCT
gist-694	124	21	the	the	DET
gist-694	124	22	use	use	NOUN
gist-694	124	23	of	of	ADP
gist-694	124	24	analytical	analytical	ADJ
gist-694	124	25	filters	filter	NOUN
gist-694	124	26	in	in	ADP
gist-694	124	27	dashboards	dashboard	NOUN
gist-694	124	28	and	and	CCONJ
gist-694	124	29	locally	locally	ADV
gist-694	124	30	generated	generate	VERB
gist-694	124	31	-	-	PUNCT
gist-694	124	32	data	data	NOUN
gist-694	124	33	.	.	PUNCT
gist-694	125	1	these	these	DET
gist-694	125	2	questions	question	NOUN
gist-694	125	3	range	range	VERB
gist-694	125	4	from	from	ADP
gist-694	125	5	general	general	ADJ
gist-694	125	6	ones	one	NOUN
gist-694	125	7	such	such	ADJ
gist-694	125	8	as	as	ADP
gist-694	125	9	...	...	PUNCT
gist-694	125	10	what	what	PRON
gist-694	125	11	is	be	AUX
gist-694	125	12	the	the	DET
gist-694	125	13	current	current	ADJ
gist-694	125	14	performance	performance	NOUN
gist-694	125	15	of	of	ADP
gist-694	125	16	students	student	NOUN
gist-694	125	17	compared	compare	VERB
gist-694	125	18	to	to	ADP
gist-694	125	19	previous	previous	ADJ
gist-694	125	20	years	year	NOUN
gist-694	125	21	?	?	PUNCT
gist-694	126	1	to	to	ADP
gist-694	126	2	some	some	DET
gist-694	126	3	more	more	ADV
gist-694	126	4	specific	specific	ADJ
gist-694	126	5	such	such	ADJ
gist-694	126	6	as	as	ADP
gist-694	126	7	…	…	PUNCT
gist-694	126	8	what	what	DET
gist-694	126	9	specific	specific	ADJ
gist-694	126	10	test	test	NOUN
gist-694	126	11	goal	goal	NOUN
gist-694	126	12	my	my	PRON
gist-694	126	13	students	student	NOUN
gist-694	126	14	struggle	struggle	VERB
gist-694	126	15	the	the	PRON
gist-694	126	16	most	most	ADV
gist-694	126	17	at	at	ADP
gist-694	126	18	?	?	PUNCT
gist-694	126	19	action	action	NOUN
gist-694	126	20	plans	plan	NOUN
gist-694	126	21	:	:	PUNCT
gist-694	126	22	since	since	SCONJ
gist-694	126	23	data	datum	NOUN
gist-694	126	24	is	be	AUX
gist-694	126	25	only	only	ADV
gist-694	126	26	useful	useful	ADJ
gist-694	126	27	as	as	ADV
gist-694	126	28	long	long	ADV
gist-694	126	29	as	as	SCONJ
gist-694	126	30	it	it	PRON
gist-694	126	31	has	have	VERB
gist-694	126	32	meaning	meaning	NOUN
gist-694	126	33	and	and	CCONJ
gist-694	126	34	a	a	DET
gist-694	126	35	positive	positive	ADJ
gist-694	126	36	impact	impact	NOUN
gist-694	126	37	on	on	ADP
gist-694	126	38	student	student	NOUN
gist-694	126	39	learning	learning	NOUN
gist-694	126	40	;	;	PUNCT
gist-694	126	41	teachers	teacher	NOUN
gist-694	126	42	by	by	ADP
gist-694	126	43	grade	grade	NOUN
gist-694	126	44	level	level	NOUN
gist-694	126	45	teams	team	NOUN
gist-694	126	46	are	be	AUX
gist-694	126	47	invited	invite	VERB
gist-694	126	48	to	to	PART
gist-694	126	49	participate	participate	VERB
gist-694	126	50	in	in	ADP
gist-694	126	51	the	the	DET
gist-694	126	52	creation	creation	NOUN
gist-694	126	53	of	of	ADP
gist-694	126	54	action	action	NOUN
gist-694	126	55	plans	plan	NOUN
gist-694	126	56	in	in	ADP
gist-694	126	57	order	order	NOUN
gist-694	126	58	to	to	PART
gist-694	126	59	help	help	VERB
gist-694	126	60	students	student	NOUN
gist-694	126	61	further	far	ADV
gist-694	126	62	develop	develop	VERB
gist-694	126	63	the	the	DET
gist-694	126	64	areas	area	NOUN
gist-694	126	65	of	of	ADP
gist-694	126	66	high	high	ADJ
gist-694	126	67	performance	performance	NOUN
gist-694	126	68	and	and	CCONJ
gist-694	126	69	reinforce	reinforce	VERB
gist-694	126	70	those	those	PRON
gist-694	126	71	that	that	PRON
gist-694	126	72	require	require	VERB
gist-694	126	73	more	more	ADJ
gist-694	126	74	attention	attention	NOUN
gist-694	126	75	.	.	PUNCT
gist-694	127	1	since	since	SCONJ
gist-694	127	2	the	the	DET
gist-694	127	3	map	map	NOUN
gist-694	127	4	test	test	NOUN
gist-694	127	5	results	result	NOUN
gist-694	127	6	present	present	ADJ
gist-694	127	7	student	student	NOUN
gist-694	127	8	-	-	PUNCT
gist-694	127	9	centered	center	VERB
gist-694	127	10	data	datum	NOUN
gist-694	127	11	about	about	ADP
gist-694	127	12	their	their	PRON
gist-694	127	13	skills	skill	NOUN
gist-694	127	14	,	,	PUNCT
gist-694	127	15	students	student	NOUN
gist-694	127	16	themselves	themselves	PRON
gist-694	127	17	are	be	AUX
gist-694	127	18	invited	invite	VERB
gist-694	127	19	to	to	PART
gist-694	127	20	create	create	VERB
gist-694	127	21	their	their	PRON
gist-694	127	22	own	own	ADJ
gist-694	127	23	action	action	NOUN
gist-694	127	24	plans	plan	NOUN
gist-694	127	25	to	to	PART
gist-694	127	26	improve	improve	VERB
gist-694	127	27	their	their	PRON
gist-694	127	28	performance	performance	NOUN
gist-694	127	29	,	,	PUNCT
gist-694	127	30	which	which	PRON
gist-694	127	31	is	be	AUX
gist-694	127	32	a	a	DET
gist-694	127	33	strategy	strategy	NOUN
gist-694	127	34	to	to	PART
gist-694	127	35	help	help	VERB
gist-694	127	36	develop	develop	VERB
gist-694	127	37	both	both	PRON
gist-694	127	38	teacher	teacher	NOUN
gist-694	127	39	and	and	CCONJ
gist-694	127	40	student	student	NOUN
gist-694	127	41	agency	agency	NOUN
gist-694	127	42	.	.	PUNCT
gist-694	128	1	the	the	DET
gist-694	128	2	enhanced	enhance	VERB
gist-694	128	3	reports	report	NOUN
gist-694	128	4	and	and	CCONJ
gist-694	128	5	visualizations	visualization	NOUN
gist-694	128	6	are	be	AUX
gist-694	128	7	presented	present	VERB
gist-694	128	8	to	to	ADP
gist-694	128	9	faculty	faculty	NOUN
gist-694	128	10	right	right	ADV
gist-694	128	11	after	after	ADP
gist-694	128	12	each	each	DET
gist-694	128	13	testing	testing	NOUN
gist-694	128	14	session	session	NOUN
gist-694	128	15	,	,	PUNCT
gist-694	128	16	twice	twice	ADV
gist-694	128	17	per	per	ADP
gist-694	128	18	year	year	NOUN
gist-694	128	19	;	;	PUNCT
gist-694	128	20	and	and	CCONJ
gist-694	128	21	a	a	DET
gist-694	128	22	report	report	NOUN
gist-694	128	23	and	and	CCONJ
gist-694	128	24	an	an	DET
gist-694	128	25	interactive	interactive	ADJ
gist-694	128	26	dashboard	dashboard	NOUN
gist-694	128	27	are	be	AUX
gist-694	128	28	shared	share	VERB
gist-694	128	29	with	with	ADP
gist-694	128	30	all	all	DET
gist-694	128	31	staff	staff	NOUN
gist-694	128	32	for	for	ADP
gist-694	128	33	easy	easy	ADJ
gist-694	128	34	access	access	NOUN
gist-694	128	35	on	on	ADP
gist-694	128	36	demand	demand	NOUN
gist-694	128	37	.	.	PUNCT
gist-694	129	1	dashboards	dashboard	NOUN
gist-694	129	2	allow	allow	VERB
gist-694	129	3	teachers	teacher	NOUN
gist-694	129	4	and	and	CCONJ
gist-694	129	5	administrators	administrator	NOUN
gist-694	129	6	see	see	VERB
gist-694	129	7	and	and	CCONJ
gist-694	129	8	interact	interact	VERB
gist-694	129	9	with	with	ADP
gist-694	129	10	updated	update	VERB
gist-694	129	11	-	-	PUNCT
gist-694	129	12	graphically	graphically	ADV
gist-694	129	13	-	-	PUNCT
gist-694	129	14	presented	present	VERB
gist-694	129	15	-	-	PUNCT
gist-694	129	16	information	information	NOUN
gist-694	129	17	that	that	PRON
gist-694	129	18	facilitates	facilitate	VERB
gist-694	129	19	access	access	NOUN
gist-694	129	20	and	and	CCONJ
gist-694	129	21	interpretation	interpretation	NOUN
gist-694	129	22	of	of	ADP
gist-694	129	23	data	datum	NOUN
gist-694	129	24	for	for	ADP
gist-694	129	25	the	the	DET
gist-694	129	26	decision	decision	NOUN
gist-694	129	27	-	-	PUNCT
gist-694	129	28	making	make	VERB
gist-694	129	29	process	process	NOUN
gist-694	129	30	(	(	PUNCT
gist-694	129	31	aristizabal	aristizabal	ADJ
gist-694	129	32	,	,	PUNCT
gist-694	129	33	2016	2016	NUM
gist-694	129	34	)	)	PUNCT
gist-694	129	35	.	.	PUNCT
gist-694	130	1	after	after	ADP
gist-694	130	2	each	each	DET
gist-694	130	3	sharing	sharing	NOUN
gist-694	130	4	session	session	NOUN
gist-694	130	5	,	,	PUNCT
gist-694	130	6	there	there	PRON
gist-694	130	7	are	be	VERB
gist-694	130	8	two	two	NUM
gist-694	130	9	follow	follow	NOUN
gist-694	130	10	up	up	ADP
gist-694	130	11	meetings	meeting	NOUN
gist-694	130	12	learning	learn	VERB
gist-694	130	13	analytics	analytic	NOUN
gist-694	130	14	to	to	PART
gist-694	130	15	improve	improve	VERB
gist-694	130	16	reading	reading	NOUN
gist-694	130	17	skills	skill	NOUN
gist-694	130	18	aristizábal	aristizábal	PROPN
gist-694	130	19	no	no	NOUN
gist-694	130	20	.	.	PROPN
gist-694	130	21	17	17	NUM
gist-694	130	22	(	(	PUNCT
gist-694	130	23	july	july	PROPN
gist-694	130	24	december	december	PROPN
gist-694	130	25	,	,	PUNCT
gist-694	130	26	2018	2018	NUM
gist-694	130	27	)	)	PUNCT
gist-694	131	1	no	no	INTJ
gist-694	131	2	.	.	NOUN
gist-694	131	3	17	17	NUM
gist-694	131	4	(	(	PUNCT
gist-694	131	5	july	july	PROPN
gist-694	131	6	december	december	PROPN
gist-694	131	7	,	,	PUNCT
gist-694	131	8	2018	2018	NUM
gist-694	131	9	)	)	PUNCT
gist-694	131	10	204	204	NUM
gist-694	131	11	within	within	ADP
gist-694	131	12	a	a	DET
gist-694	131	13	4	4	NUM
gist-694	131	14	month	month	NOUN
gist-694	131	15	period	period	NOUN
gist-694	131	16	to	to	PART
gist-694	131	17	determine	determine	VERB
gist-694	131	18	the	the	DET
gist-694	131	19	actual	actual	ADJ
gist-694	131	20	use	use	NOUN
gist-694	131	21	of	of	ADP
gist-694	131	22	the	the	DET
gist-694	131	23	visualization	visualization	NOUN
gist-694	131	24	,	,	PUNCT
gist-694	131	25	updates	update	NOUN
gist-694	131	26	on	on	ADP
gist-694	131	27	action	action	NOUN
gist-694	131	28	plans	plan	NOUN
gist-694	131	29	and	and	CCONJ
gist-694	131	30	possibly	possibly	ADV
gist-694	131	31	new	new	ADJ
gist-694	131	32	visualizations	visualization	NOUN
gist-694	131	33	based	base	VERB
gist-694	131	34	on	on	ADP
gist-694	131	35	particular	particular	ADJ
gist-694	131	36	needs	need	NOUN
gist-694	131	37	or	or	CCONJ
gist-694	131	38	the	the	DET
gist-694	131	39	emergence	emergence	NOUN
gist-694	131	40	of	of	ADP
gist-694	131	41	new	new	ADJ
gist-694	131	42	pedagogical	pedagogical	ADJ
gist-694	131	43	questions	question	NOUN
gist-694	131	44	.	.	PUNCT
gist-694	132	1	results	result	NOUN
gist-694	132	2	and	and	CCONJ
gist-694	132	3	enhanced	enhance	VERB
gist-694	132	4	data	datum	NOUN
gist-694	132	5	analysis	analysis	NOUN
gist-694	132	6	as	as	SCONJ
gist-694	132	7	mentioned	mention	VERB
gist-694	132	8	before	before	ADV
gist-694	132	9	,	,	PUNCT
gist-694	132	10	an	an	DET
gist-694	132	11	enhanced	enhance	VERB
gist-694	132	12	visualization	visualization	NOUN
gist-694	132	13	uses	use	VERB
gist-694	132	14	the	the	DET
gist-694	132	15	integration	integration	NOUN
gist-694	132	16	of	of	ADP
gist-694	132	17	variables	variable	NOUN
gist-694	132	18	not	not	PART
gist-694	132	19	presented	present	VERB
gist-694	132	20	in	in	ADP
gist-694	132	21	the	the	DET
gist-694	132	22	original	original	ADJ
gist-694	132	23	reports	report	NOUN
gist-694	132	24	,	,	PUNCT
gist-694	132	25	integrate	integrate	VERB
gist-694	132	26	locally	locally	ADV
gist-694	132	27	generated	generate	VERB
gist-694	132	28	-	-	PUNCT
gist-694	132	29	data	datum	NOUN
gist-694	132	30	and	and	CCONJ
gist-694	132	31	use	use	VERB
gist-694	132	32	analytical	analytical	ADJ
gist-694	132	33	filters	filter	NOUN
gist-694	132	34	in	in	ADP
gist-694	132	35	dashboards	dashboard	NOUN
gist-694	132	36	for	for	ADP
gist-694	132	37	easy	easy	ADJ
gist-694	132	38	access	access	NOUN
gist-694	132	39	and	and	CCONJ
gist-694	132	40	interpretation	interpretation	NOUN
gist-694	132	41	.	.	PUNCT
gist-694	133	1	however	however	ADV
gist-694	133	2	,	,	PUNCT
gist-694	133	3	a	a	DET
gist-694	133	4	visualization	visualization	NOUN
gist-694	133	5	is	be	AUX
gist-694	133	6	an	an	DET
gist-694	133	7	inert	inert	ADJ
gist-694	133	8	graph	graph	NOUN
gist-694	133	9	without	without	ADP
gist-694	133	10	an	an	DET
gist-694	133	11	educator	educator	NOUN
gist-694	133	12	behind	behind	ADP
gist-694	133	13	it	it	PRON
gist-694	133	14	to	to	PART
gist-694	133	15	make	make	VERB
gist-694	133	16	sense	sense	NOUN
gist-694	133	17	,	,	PUNCT
gist-694	133	18	assign	assign	NOUN
gist-694	133	19	attributes	attribute	NOUN
gist-694	133	20	,	,	PUNCT
gist-694	133	21	derive	derive	ADJ
gist-694	133	22	information	information	NOUN
gist-694	133	23	and	and	CCONJ
gist-694	133	24	gain	gain	VERB
gist-694	133	25	insights	insight	NOUN
gist-694	133	26	to	to	PART
gist-694	133	27	better	well	ADV
gist-694	133	28	understand	understand	VERB
gist-694	133	29	how	how	SCONJ
gist-694	133	30	teaching	teaching	NOUN
gist-694	133	31	and	and	CCONJ
gist-694	133	32	learning	learning	NOUN
gist-694	133	33	happen	happen	VERB
gist-694	133	34	.	.	PUNCT
gist-694	134	1	the	the	DET
gist-694	134	2	following	follow	VERB
gist-694	134	3	examples	example	NOUN
gist-694	134	4	correspond	correspond	VERB
gist-694	134	5	only	only	ADV
gist-694	134	6	to	to	ADP
gist-694	134	7	a	a	DET
gist-694	134	8	sample	sample	NOUN
gist-694	134	9	of	of	ADP
gist-694	134	10	enhancements	enhancement	NOUN
gist-694	134	11	through	through	ADP
gist-694	134	12	visualization	visualization	NOUN
gist-694	134	13	analytics	analytic	NOUN
gist-694	134	14	that	that	PRON
gist-694	134	15	are	be	AUX
gist-694	134	16	not	not	PART
gist-694	134	17	originally	originally	ADV
gist-694	134	18	available	available	ADJ
gist-694	134	19	in	in	ADP
gist-694	134	20	the	the	DET
gist-694	134	21	test	test	NOUN
gist-694	134	22	platform	platform	NOUN
gist-694	134	23	.	.	PUNCT
gist-694	135	1	the	the	DET
gist-694	135	2	goal	goal	NOUN
gist-694	135	3	behind	behind	ADV
gist-694	135	4	is	be	AUX
gist-694	135	5	to	to	PART
gist-694	135	6	help	help	VERB
gist-694	135	7	understand	understand	VERB
gist-694	135	8	the	the	DET
gist-694	135	9	learning	learning	NOUN
gist-694	135	10	process	process	NOUN
gist-694	135	11	through	through	ADP
gist-694	135	12	a	a	DET
gist-694	135	13	series	series	NOUN
gist-694	135	14	of	of	ADP
gist-694	135	15	results	result	NOUN
gist-694	135	16	,	,	PUNCT
gist-694	135	17	immerse	immerse	VERB
gist-694	135	18	in	in	ADP
gist-694	135	19	reflective	reflective	ADJ
gist-694	135	20	pedagogical	pedagogical	ADJ
gist-694	135	21	thinking	thinking	NOUN
gist-694	135	22	and	and	CCONJ
gist-694	135	23	engage	engage	VERB
gist-694	135	24	in	in	ADP
gist-694	135	25	a	a	DET
gist-694	135	26	continuous	continuous	ADJ
gist-694	135	27	improvement	improvement	NOUN
gist-694	135	28	process	process	NOUN
gist-694	135	29	.	.	PUNCT
gist-694	136	1	they	they	PRON
gist-694	136	2	were	be	AUX
gist-694	136	3	generated	generate	VERB
gist-694	136	4	using	use	VERB
gist-694	136	5	the	the	DET
gist-694	136	6	pedagogical	pedagogical	ADJ
gist-694	136	7	questions	question	NOUN
gist-694	136	8	proposed	propose	VERB
gist-694	136	9	both	both	CCONJ
gist-694	136	10	by	by	ADP
gist-694	136	11	faculty	faculty	NOUN
gist-694	136	12	and	and	CCONJ
gist-694	136	13	school	school	NOUN
gist-694	136	14	administration	administration	NOUN
gist-694	136	15	.	.	PUNCT
gist-694	137	1	are	be	AUX
gist-694	137	2	our	our	PRON
gist-694	137	3	students	student	NOUN
gist-694	137	4	experiencing	experience	VERB
gist-694	137	5	reading	read	VERB
gist-694	137	6	learning	learn	VERB
gist-694	137	7	growth	growth	NOUN
gist-694	137	8	in	in	ADP
gist-694	137	9	each	each	DET
gist-694	137	10	testing	testing	NOUN
gist-694	137	11	session	session	NOUN
gist-694	137	12	?	?	PUNCT
gist-694	138	1	figure	figure	NOUN
gist-694	138	2	1	1	NUM
gist-694	138	3	.	.	PUNCT
gist-694	139	1	average	average	NOUN
gist-694	139	2	projected	project	VERB
gist-694	139	3	vs	vs	ADP
gist-694	139	4	observed	observe	VERB
gist-694	139	5	growth	growth	NOUN
gist-694	139	6	by	by	ADP
gist-694	139	7	grade	grade	NOUN
gist-694	139	8	levels	level	NOUN
gist-694	139	9	.	.	PUNCT
gist-694	140	1	learning	learn	VERB
gist-694	140	2	analytics	analytic	NOUN
gist-694	140	3	to	to	PART
gist-694	140	4	improve	improve	VERB
gist-694	140	5	reading	reading	NOUN
gist-694	140	6	skills	skill	NOUN
gist-694	140	7	aristizábal	aristizábal	PROPN
gist-694	140	8	no	no	NOUN
gist-694	140	9	.	.	PROPN
gist-694	140	10	17	17	NUM
gist-694	140	11	(	(	PUNCT
gist-694	140	12	july	july	PROPN
gist-694	140	13	december	december	PROPN
gist-694	140	14	,	,	PUNCT
gist-694	140	15	2018	2018	NUM
gist-694	140	16	)	)	PUNCT
gist-694	141	1	no	no	INTJ
gist-694	141	2	.	.	NOUN
gist-694	141	3	17	17	NUM
gist-694	141	4	(	(	PUNCT
gist-694	141	5	july	july	PROPN
gist-694	141	6	december	december	PROPN
gist-694	141	7	,	,	PUNCT
gist-694	141	8	2018	2018	NUM
gist-694	141	9	)	)	PUNCT
gist-694	141	10	205	205	NUM
gist-694	141	11	this	this	DET
gist-694	141	12	visualization	visualization	NOUN
gist-694	141	13	shows	show	VERB
gist-694	141	14	that	that	SCONJ
gist-694	141	15	for	for	ADP
gist-694	141	16	this	this	DET
gist-694	141	17	testing	testing	NOUN
gist-694	141	18	window	window	NOUN
gist-694	141	19	,	,	PUNCT
gist-694	141	20	in	in	ADP
gist-694	141	21	average	average	ADJ
gist-694	141	22	,	,	PUNCT
gist-694	141	23	the	the	DET
gist-694	141	24	students	student	NOUN
gist-694	141	25	performed	perform	VERB
gist-694	141	26	above	above	ADP
gist-694	141	27	the	the	DET
gist-694	141	28	projected	project	VERB
gist-694	141	29	growth	growth	NOUN
gist-694	141	30	.	.	PUNCT
gist-694	142	1	however	however	ADV
gist-694	142	2	,	,	PUNCT
gist-694	142	3	thanks	thank	NOUN
gist-694	142	4	to	to	ADP
gist-694	142	5	the	the	DET
gist-694	142	6	dynamic	dynamic	ADJ
gist-694	142	7	filters	filter	NOUN
gist-694	142	8	,	,	PUNCT
gist-694	142	9	it	it	PRON
gist-694	142	10	is	be	AUX
gist-694	142	11	possible	possible	ADJ
gist-694	142	12	to	to	PART
gist-694	142	13	identify	identify	VERB
gist-694	142	14	specific	specific	ADJ
gist-694	142	15	students	student	NOUN
gist-694	142	16	who	who	PRON
gist-694	142	17	are	be	AUX
gist-694	142	18	not	not	PART
gist-694	142	19	exhibiting	exhibit	VERB
gist-694	142	20	growth	growth	NOUN
gist-694	142	21	(	(	PUNCT
gist-694	142	22	figure	figure	NOUN
gist-694	142	23	2	2	NUM
gist-694	142	24	)	)	PUNCT
gist-694	142	25	,	,	PUNCT
gist-694	142	26	which	which	PRON
gist-694	142	27	is	be	AUX
gist-694	142	28	used	use	VERB
gist-694	142	29	to	to	PART
gist-694	142	30	plan	plan	VERB
gist-694	142	31	some	some	DET
gist-694	142	32	interventions	intervention	NOUN
gist-694	142	33	and	and	CCONJ
gist-694	142	34	represents	represent	VERB
gist-694	142	35	a	a	DET
gist-694	142	36	level	level	NOUN
gist-694	142	37	deeper	deeply	ADV
gist-694	142	38	into	into	ADP
gist-694	142	39	the	the	DET
gist-694	142	40	data	datum	NOUN
gist-694	142	41	.	.	PUNCT
gist-694	143	1	figure	figure	NOUN
gist-694	143	2	2	2	NUM
gist-694	143	3	.	.	PUNCT
gist-694	143	4	observed	observe	VERB
gist-694	143	5	growth	growth	NOUN
gist-694	143	6	by	by	ADP
gist-694	143	7	grade	grade	NOUN
gist-694	143	8	level	level	NOUN
gist-694	143	9	b	b	NOUN
gist-694	143	10	)	)	PUNCT
gist-694	143	11	who	who	PRON
gist-694	143	12	does	do	AUX
gist-694	143	13	need	need	VERB
gist-694	143	14	specific	specific	ADJ
gist-694	143	15	interventions	intervention	NOUN
gist-694	143	16	and	and	CCONJ
gist-694	143	17	follow	follow	VERB
gist-694	143	18	-	-	PUNCT
gist-694	143	19	up	up	NOUN
gist-694	143	20	?	?	PUNCT
gist-694	144	1	figure	figure	NOUN
gist-694	144	2	3	3	NUM
gist-694	144	3	.	.	PUNCT
gist-694	145	1	students	student	NOUN
gist-694	145	2	below	below	ADP
gist-694	145	3	20th	20th	PROPN
gist-694	145	4	percentile	percentile	NOUN
gist-694	145	5	even	even	ADV
gist-694	145	6	though	though	SCONJ
gist-694	145	7	this	this	DET
gist-694	145	8	information	information	NOUN
gist-694	145	9	is	be	AUX
gist-694	145	10	readily	readily	ADV
gist-694	145	11	available	available	ADJ
gist-694	145	12	in	in	ADP
gist-694	145	13	test	test	NOUN
gist-694	145	14	platform	platform	NOUN
gist-694	145	15	,	,	PUNCT
gist-694	145	16	versatility	versatility	NOUN
gist-694	145	17	and	and	CCONJ
gist-694	145	18	ease	ease	NOUN
gist-694	145	19	of	of	ADP
gist-694	145	20	access	access	NOUN
gist-694	145	21	with	with	ADP
gist-694	145	22	dynamics	dynamic	NOUN
gist-694	145	23	filters	filter	NOUN
gist-694	145	24	in	in	ADP
gist-694	145	25	dashboards	dashboard	NOUN
gist-694	145	26	,	,	PUNCT
gist-694	145	27	make	make	VERB
gist-694	145	28	it	it	PRON
gist-694	145	29	possible	possible	ADJ
gist-694	145	30	to	to	PART
gist-694	145	31	identify	identify	VERB
gist-694	145	32	students	student	NOUN
gist-694	145	33	below	below	ADP
gist-694	145	34	or	or	CCONJ
gist-694	145	35	within	within	ADP
gist-694	145	36	a	a	DET
gist-694	145	37	certain	certain	ADJ
gist-694	145	38	percentile	percentile	NOUN
gist-694	145	39	learning	learn	VERB
gist-694	145	40	analytics	analytic	NOUN
gist-694	145	41	to	to	PART
gist-694	145	42	improve	improve	VERB
gist-694	145	43	reading	reading	NOUN
gist-694	145	44	skills	skill	NOUN
gist-694	145	45	aristizábal	aristizábal	PROPN
gist-694	145	46	no	no	NOUN
gist-694	145	47	.	.	PROPN
gist-694	145	48	17	17	NUM
gist-694	145	49	(	(	PUNCT
gist-694	145	50	july	july	PROPN
gist-694	145	51	december	december	PROPN
gist-694	145	52	,	,	PUNCT
gist-694	145	53	2018	2018	NUM
gist-694	145	54	)	)	PUNCT
gist-694	146	1	no	no	INTJ
gist-694	146	2	.	.	NOUN
gist-694	146	3	17	17	NUM
gist-694	146	4	(	(	PUNCT
gist-694	146	5	july	july	PROPN
gist-694	146	6	december	december	PROPN
gist-694	146	7	,	,	PUNCT
gist-694	146	8	2018	2018	NUM
gist-694	146	9	)	)	PUNCT
gist-694	146	10	206	206	NUM
gist-694	146	11	range	range	NOUN
gist-694	146	12	for	for	ADP
gist-694	146	13	a	a	DET
gist-694	146	14	particular	particular	ADJ
gist-694	146	15	test	test	NOUN
gist-694	146	16	,	,	PUNCT
gist-694	146	17	session	session	NOUN
gist-694	146	18	and	and	CCONJ
gist-694	146	19	grade	grade	NOUN
gist-694	146	20	level	level	NOUN
gist-694	146	21	.	.	PUNCT
gist-694	147	1	with	with	ADP
gist-694	147	2	this	this	DET
gist-694	147	3	information	information	NOUN
gist-694	147	4	teachers	teacher	NOUN
gist-694	147	5	and	and	CCONJ
gist-694	147	6	counselors	counselor	NOUN
gist-694	147	7	have	have	VERB
gist-694	147	8	individual	individual	ADJ
gist-694	147	9	conversations	conversation	NOUN
gist-694	147	10	and	and	CCONJ
gist-694	147	11	plan	plan	VERB
gist-694	147	12	personalized	personalized	ADJ
gist-694	147	13	learning	learning	NOUN
gist-694	147	14	strategies	strategy	NOUN
gist-694	147	15	for	for	ADP
gist-694	147	16	students	student	NOUN
gist-694	147	17	.	.	PUNCT
gist-694	148	1	since	since	SCONJ
gist-694	148	2	the	the	DET
gist-694	148	3	performance	performance	NOUN
gist-694	148	4	of	of	ADP
gist-694	148	5	students	student	NOUN
gist-694	148	6	can	can	AUX
gist-694	148	7	be	be	AUX
gist-694	148	8	affected	affect	VERB
gist-694	148	9	by	by	ADP
gist-694	148	10	external	external	ADJ
gist-694	148	11	factors	factor	NOUN
gist-694	148	12	,	,	PUNCT
gist-694	148	13	prior	prior	ADV
gist-694	148	14	to	to	ADP
gist-694	148	15	any	any	DET
gist-694	148	16	intervention	intervention	NOUN
gist-694	148	17	,	,	PUNCT
gist-694	148	18	there	there	PRON
gist-694	148	19	are	be	VERB
gist-694	148	20	conversations	conversation	NOUN
gist-694	148	21	with	with	ADP
gist-694	148	22	students	student	NOUN
gist-694	148	23	to	to	PART
gist-694	148	24	determine	determine	VERB
gist-694	148	25	some	some	DET
gist-694	148	26	possible	possible	ADJ
gist-694	148	27	causes	cause	NOUN
gist-694	148	28	and	and	CCONJ
gist-694	148	29	plan	plan	NOUN
gist-694	148	30	for	for	ADP
gist-694	148	31	a	a	DET
gist-694	148	32	re	re	NOUN
gist-694	148	33	-	-	NOUN
gist-694	148	34	test	test	NOUN
gist-694	148	35	,	,	PUNCT
gist-694	148	36	if	if	SCONJ
gist-694	148	37	needed	need	VERB
gist-694	148	38	,	,	PUNCT
gist-694	148	39	for	for	ADP
gist-694	148	40	more	more	ADV
gist-694	148	41	valid	valid	ADJ
gist-694	148	42	information	information	NOUN
gist-694	148	43	.	.	PUNCT
gist-694	149	1	this	this	DET
gist-694	149	2	particular	particular	ADJ
gist-694	149	3	strategy	strategy	NOUN
gist-694	149	4	allows	allow	VERB
gist-694	149	5	an	an	DET
gist-694	149	6	early	early	ADJ
gist-694	149	7	identification	identification	NOUN
gist-694	149	8	of	of	ADP
gist-694	149	9	students	student	NOUN
gist-694	149	10	for	for	ADP
gist-694	149	11	individual	individual	ADJ
gist-694	149	12	interventions	intervention	NOUN
gist-694	149	13	and	and	CCONJ
gist-694	149	14	follow	follow	VERB
gist-694	149	15	-	-	PUNCT
gist-694	149	16	up	up	NOUN
gist-694	149	17	,	,	PUNCT
gist-694	149	18	so	so	SCONJ
gist-694	149	19	no	no	DET
gist-694	149	20	students	student	NOUN
gist-694	149	21	fall	fall	VERB
gist-694	149	22	through	through	ADP
gist-694	149	23	the	the	DET
gist-694	149	24	cracks	crack	NOUN
gist-694	149	25	.	.	PUNCT
gist-694	150	1	each	each	DET
gist-694	150	2	bar	bar	NOUN
gist-694	150	3	corresponds	correspond	VERB
gist-694	150	4	to	to	ADP
gist-694	150	5	a	a	DET
gist-694	150	6	particular	particular	ADJ
gist-694	150	7	student	student	NOUN
gist-694	150	8	and	and	CCONJ
gist-694	150	9	each	each	DET
gist-694	150	10	color	color	NOUN
gist-694	150	11	is	be	AUX
gist-694	150	12	a	a	DET
gist-694	150	13	specific	specific	ADJ
gist-694	150	14	grade	grade	NOUN
gist-694	150	15	level	level	NOUN
gist-694	150	16	.	.	PUNCT
gist-694	151	1	c	c	X
gist-694	151	2	)	)	PUNCT
gist-694	151	3	is	be	AUX
gist-694	151	4	there	there	PRON
gist-694	151	5	any	any	DET
gist-694	151	6	particular	particular	ADJ
gist-694	151	7	area	area	NOUN
gist-694	151	8	we	we	PRON
gist-694	151	9	should	should	AUX
gist-694	151	10	review	review	VERB
gist-694	151	11	in	in	ADP
gist-694	151	12	our	our	PRON
gist-694	151	13	curriculum	curriculum	NOUN
gist-694	151	14	?	?	PUNCT
gist-694	152	1	figure	figure	NOUN
gist-694	152	2	4	4	NUM
gist-694	152	3	.	.	PUNCT
gist-694	152	4	average	average	ADJ
gist-694	152	5	score	score	NOUN
gist-694	152	6	(	(	PUNCT
gist-694	152	7	rit	rit	NOUN
gist-694	152	8	)	)	PUNCT
gist-694	152	9	by	by	ADP
gist-694	152	10	goal	goal	NOUN
gist-694	152	11	.	.	PUNCT
gist-694	153	1	this	this	DET
gist-694	153	2	visualization	visualization	NOUN
gist-694	153	3	shows	show	VERB
gist-694	153	4	that	that	SCONJ
gist-694	153	5	the	the	DET
gist-694	153	6	goal	goal	NOUN
gist-694	153	7	labeled	label	VERB
gist-694	153	8	as	as	ADP
gist-694	153	9	“	"	PUNCT
gist-694	153	10	vocabulary	vocabulary	ADJ
gist-694	153	11	acquisition	acquisition	NOUN
gist-694	153	12	and	and	CCONJ
gist-694	153	13	use	use	NOUN
gist-694	153	14	”	"	PUNCT
gist-694	153	15	has	have	AUX
gist-694	153	16	historically	historically	ADV
gist-694	153	17	been	be	AUX
gist-694	153	18	the	the	DET
gist-694	153	19	lowest	low	ADJ
gist-694	153	20	over	over	ADP
gist-694	153	21	the	the	DET
gist-694	153	22	last	last	ADJ
gist-694	153	23	3	3	NUM
gist-694	153	24	years	year	NOUN
gist-694	153	25	in	in	ADP
gist-694	153	26	every	every	DET
gist-694	153	27	grade	grade	NOUN
gist-694	153	28	level	level	NOUN
gist-694	153	29	;	;	PUNCT
gist-694	153	30	information	information	NOUN
gist-694	153	31	that	that	PRON
gist-694	153	32	has	have	AUX
gist-694	153	33	been	be	AUX
gist-694	153	34	used	use	VERB
gist-694	153	35	by	by	ADP
gist-694	153	36	all	all	DET
gist-694	153	37	teachers	teacher	NOUN
gist-694	153	38	,	,	PUNCT
gist-694	153	39	not	not	PART
gist-694	153	40	just	just	ADV
gist-694	153	41	eal	eal	PROPN
gist-694	153	42	or	or	CCONJ
gist-694	153	43	english	english	ADJ
gist-694	153	44	language	language	NOUN
gist-694	153	45	arts	art	NOUN
gist-694	153	46	,	,	PUNCT
gist-694	153	47	to	to	PART
gist-694	153	48	engage	engage	VERB
gist-694	153	49	in	in	ADP
gist-694	153	50	conversations	conversation	NOUN
gist-694	153	51	about	about	ADP
gist-694	153	52	strategies	strategy	NOUN
gist-694	153	53	and	and	CCONJ
gist-694	153	54	adaptations	adaptation	NOUN
gist-694	153	55	in	in	ADP
gist-694	153	56	order	order	NOUN
gist-694	153	57	to	to	PART
gist-694	153	58	fill	fill	VERB
gist-694	153	59	-	-	PUNCT
gist-694	153	60	in	in	ADP
gist-694	153	61	the	the	DET
gist-694	153	62	curricular	curricular	ADJ
gist-694	153	63	gaps	gap	NOUN
gist-694	153	64	and	and	CCONJ
gist-694	153	65	help	help	VERB
gist-694	153	66	students	student	NOUN
gist-694	153	67	develop	develop	VERB
gist-694	153	68	their	their	PRON
gist-694	153	69	corresponding	corresponding	ADJ
gist-694	153	70	competencies	competency	NOUN
gist-694	153	71	.	.	PUNCT
gist-694	154	1	d	d	X
gist-694	154	2	)	)	PUNCT
gist-694	154	3	does	do	AUX
gist-694	154	4	time	time	NOUN
gist-694	154	5	on	on	ADP
gist-694	154	6	test	test	NOUN
gist-694	154	7	have	have	VERB
gist-694	154	8	any	any	DET
gist-694	154	9	impact	impact	NOUN
gist-694	154	10	on	on	ADP
gist-694	154	11	student	student	NOUN
gist-694	154	12	performance	performance	NOUN
gist-694	154	13	?	?	PUNCT
gist-694	155	1	learning	learn	VERB
gist-694	155	2	analytics	analytic	NOUN
gist-694	155	3	to	to	PART
gist-694	155	4	improve	improve	VERB
gist-694	155	5	reading	reading	NOUN
gist-694	155	6	skills	skill	NOUN
gist-694	155	7	aristizábal	aristizábal	PROPN
gist-694	155	8	no	no	NOUN
gist-694	155	9	.	.	PROPN
gist-694	155	10	17	17	NUM
gist-694	155	11	(	(	PUNCT
gist-694	155	12	july	july	PROPN
gist-694	155	13	december	december	PROPN
gist-694	155	14	,	,	PUNCT
gist-694	155	15	2018	2018	NUM
gist-694	155	16	)	)	PUNCT
gist-694	156	1	no	no	INTJ
gist-694	156	2	.	.	NOUN
gist-694	156	3	17	17	NUM
gist-694	156	4	(	(	PUNCT
gist-694	156	5	july	july	PROPN
gist-694	156	6	december	december	PROPN
gist-694	156	7	,	,	PUNCT
gist-694	156	8	2018	2018	NUM
gist-694	156	9	)	)	PUNCT
gist-694	156	10	207	207	NUM
gist-694	156	11	figure	figure	NOUN
gist-694	156	12	5	5	NUM
gist-694	156	13	.	.	NOUN
gist-694	156	14	time	time	NOUN
gist-694	156	15	on	on	ADP
gist-694	156	16	test	test	NOUN
gist-694	156	17	versus	versus	ADP
gist-694	156	18	average	average	ADJ
gist-694	156	19	score	score	NOUN
gist-694	156	20	(	(	PUNCT
gist-694	156	21	rit	rit	NOUN
gist-694	156	22	)	)	PUNCT
gist-694	156	23	.	.	PUNCT
gist-694	157	1	the	the	DET
gist-694	157	2	original	original	ADJ
gist-694	157	3	test	test	NOUN
gist-694	157	4	platform	platform	NOUN
gist-694	157	5	provides	provide	VERB
gist-694	157	6	data	datum	NOUN
gist-694	157	7	time	time	NOUN
gist-694	157	8	for	for	ADP
gist-694	157	9	students	student	NOUN
gist-694	157	10	in	in	ADP
gist-694	157	11	each	each	DET
gist-694	157	12	test	test	NOUN
gist-694	157	13	,	,	PUNCT
gist-694	157	14	however	however	ADV
gist-694	157	15	,	,	PUNCT
gist-694	157	16	it	it	PRON
gist-694	157	17	does	do	AUX
gist-694	157	18	not	not	PART
gist-694	157	19	show	show	VERB
gist-694	157	20	the	the	DET
gist-694	157	21	relationship	relationship	NOUN
gist-694	157	22	between	between	ADP
gist-694	157	23	the	the	DET
gist-694	157	24	score	score	NOUN
gist-694	157	25	(	(	PUNCT
gist-694	157	26	rit	rit	NOUN
gist-694	157	27	)	)	PUNCT
gist-694	157	28	and	and	CCONJ
gist-694	157	29	the	the	DET
gist-694	157	30	time	time	NOUN
gist-694	157	31	spent	spend	VERB
gist-694	157	32	.	.	PUNCT
gist-694	158	1	this	this	DET
gist-694	158	2	enhanced	enhance	VERB
gist-694	158	3	visualization	visualization	NOUN
gist-694	158	4	provides	provide	VERB
gist-694	158	5	a	a	DET
gist-694	158	6	linear	linear	ADJ
gist-694	158	7	trend	trend	NOUN
gist-694	158	8	model	model	NOUN
gist-694	158	9	including	include	VERB
gist-694	158	10	a	a	DET
gist-694	158	11	p	p	NOUN
gist-694	158	12	-	-	PUNCT
gist-694	158	13	value	value	NOUN
gist-694	158	14	to	to	PART
gist-694	158	15	understand	understand	VERB
gist-694	158	16	the	the	DET
gist-694	158	17	significance	significance	NOUN
gist-694	158	18	of	of	ADP
gist-694	158	19	the	the	DET
gist-694	158	20	model	model	NOUN
gist-694	158	21	.	.	PUNCT
gist-694	159	1	for	for	ADP
gist-694	159	2	this	this	DET
gist-694	159	3	particular	particular	ADJ
gist-694	159	4	test	test	NOUN
gist-694	159	5	,	,	PUNCT
gist-694	159	6	it	it	PRON
gist-694	159	7	was	be	AUX
gist-694	159	8	clear	clear	ADJ
gist-694	159	9	that	that	SCONJ
gist-694	159	10	students	student	NOUN
gist-694	159	11	that	that	PRON
gist-694	159	12	spend	spend	VERB
gist-694	159	13	more	more	ADJ
gist-694	159	14	time	time	NOUN
gist-694	159	15	engaged	engage	VERB
gist-694	159	16	on	on	ADP
gist-694	159	17	the	the	DET
gist-694	159	18	test	test	NOUN
gist-694	159	19	,	,	PUNCT
gist-694	159	20	tend	tend	VERB
gist-694	159	21	to	to	PART
gist-694	159	22	have	have	VERB
gist-694	159	23	higher	high	ADJ
gist-694	159	24	scores	score	NOUN
gist-694	159	25	.	.	PUNCT
gist-694	160	1	with	with	ADP
gist-694	160	2	this	this	DET
gist-694	160	3	information	information	NOUN
gist-694	160	4	teachers	teacher	NOUN
gist-694	160	5	are	be	AUX
gist-694	160	6	more	more	ADV
gist-694	160	7	attentive	attentive	ADJ
gist-694	160	8	to	to	ADP
gist-694	160	9	the	the	DET
gist-694	160	10	time	time	NOUN
gist-694	160	11	and	and	CCONJ
gist-694	160	12	engagement	engagement	NOUN
gist-694	160	13	of	of	ADP
gist-694	160	14	students	student	NOUN
gist-694	160	15	during	during	ADP
gist-694	160	16	the	the	DET
gist-694	160	17	test	test	NOUN
gist-694	160	18	to	to	PART
gist-694	160	19	motivate	motivate	VERB
gist-694	160	20	them	they	PRON
gist-694	160	21	to	to	PART
gist-694	160	22	try	try	VERB
gist-694	160	23	their	their	PRON
gist-694	160	24	best	good	ADJ
gist-694	160	25	.	.	PUNCT
gist-694	161	1	the	the	DET
gist-694	161	2	original	original	ADJ
gist-694	161	3	test	test	NOUN
gist-694	161	4	platform	platform	NOUN
gist-694	161	5	now	now	ADV
gist-694	161	6	includes	include	VERB
gist-694	161	7	a	a	DET
gist-694	161	8	new	new	ADJ
gist-694	161	9	option	option	NOUN
gist-694	161	10	related	relate	VERB
gist-694	161	11	to	to	ADP
gist-694	161	12	student	student	NOUN
gist-694	161	13	engagement	engagement	NOUN
gist-694	161	14	which	which	PRON
gist-694	161	15	teachers	teacher	NOUN
gist-694	161	16	use	use	VERB
gist-694	161	17	to	to	PART
gist-694	161	18	monitor	monitor	VERB
gist-694	161	19	students	student	NOUN
gist-694	161	20	in	in	ADP
gist-694	161	21	real	real	ADJ
gist-694	161	22	time	time	NOUN
gist-694	161	23	.	.	PUNCT
gist-694	162	1	e	e	X
gist-694	162	2	)	)	PUNCT
gist-694	162	3	given	give	VERB
gist-694	162	4	that	that	SCONJ
gist-694	162	5	we	we	PRON
gist-694	162	6	are	be	AUX
gist-694	162	7	an	an	DET
gist-694	162	8	international	international	ADJ
gist-694	162	9	school	school	NOUN
gist-694	162	10	with	with	ADP
gist-694	162	11	a	a	DET
gist-694	162	12	high	high	ADJ
gist-694	162	13	percentage	percentage	NOUN
gist-694	162	14	of	of	ADP
gist-694	162	15	eal	eal	PROPN
gist-694	162	16	students	student	NOUN
gist-694	162	17	,	,	PUNCT
gist-694	162	18	is	be	AUX
gist-694	162	19	there	there	PRON
gist-694	162	20	any	any	DET
gist-694	162	21	relationship	relationship	NOUN
gist-694	162	22	between	between	ADP
gist-694	162	23	the	the	DET
gist-694	162	24	year	year	NOUN
gist-694	162	25	of	of	ADP
gist-694	162	26	enrollment	enrollment	NOUN
gist-694	162	27	and	and	CCONJ
gist-694	162	28	the	the	DET
gist-694	162	29	student	student	NOUN
gist-694	162	30	performance	performance	NOUN
gist-694	162	31	on	on	ADP
gist-694	162	32	the	the	DET
gist-694	162	33	test	test	NOUN
gist-694	162	34	?	?	PUNCT
gist-694	163	1	figure	figure	NOUN
gist-694	163	2	6	6	NUM
gist-694	163	3	.	.	PUNCT
gist-694	164	1	median	median	ADJ
gist-694	164	2	percentile	percentile	NOUN
gist-694	164	3	ranking	ranking	NOUN
gist-694	164	4	versus	versus	ADP
gist-694	164	5	year	year	NOUN
gist-694	164	6	of	of	ADP
gist-694	164	7	enrollment	enrollment	NOUN
gist-694	164	8	.	.	PUNCT
gist-694	165	1	learning	learn	VERB
gist-694	165	2	analytics	analytic	NOUN
gist-694	165	3	to	to	PART
gist-694	165	4	improve	improve	VERB
gist-694	165	5	reading	reading	NOUN
gist-694	165	6	skills	skill	NOUN
gist-694	165	7	aristizábal	aristizábal	PROPN
gist-694	165	8	no	no	NOUN
gist-694	165	9	.	.	PROPN
gist-694	165	10	17	17	NUM
gist-694	165	11	(	(	PUNCT
gist-694	165	12	july	july	PROPN
gist-694	165	13	december	december	PROPN
gist-694	165	14	,	,	PUNCT
gist-694	165	15	2018	2018	NUM
gist-694	165	16	)	)	PUNCT
gist-694	166	1	no	no	INTJ
gist-694	166	2	.	.	NOUN
gist-694	166	3	17	17	NUM
gist-694	166	4	(	(	PUNCT
gist-694	166	5	july	july	PROPN
gist-694	166	6	december	december	PROPN
gist-694	166	7	,	,	PUNCT
gist-694	166	8	2018	2018	NUM
gist-694	166	9	)	)	PUNCT
gist-694	166	10	208	208	NUM
gist-694	166	11	thanks	thank	NOUN
gist-694	166	12	to	to	ADP
gist-694	166	13	the	the	DET
gist-694	166	14	integration	integration	NOUN
gist-694	166	15	of	of	ADP
gist-694	166	16	data	datum	NOUN
gist-694	166	17	,	,	PUNCT
gist-694	166	18	it	it	PRON
gist-694	166	19	is	be	AUX
gist-694	166	20	possible	possible	ADJ
gist-694	166	21	to	to	PART
gist-694	166	22	link	link	VERB
gist-694	166	23	students	student	NOUN
gist-694	166	24	with	with	ADP
gist-694	166	25	their	their	PRON
gist-694	166	26	corresponding	corresponding	ADJ
gist-694	166	27	year	year	NOUN
gist-694	166	28	of	of	ADP
gist-694	166	29	enrollment	enrollment	NOUN
gist-694	166	30	.	.	PUNCT
gist-694	167	1	in	in	ADP
gist-694	167	2	this	this	DET
gist-694	167	3	case	case	NOUN
gist-694	167	4	,	,	PUNCT
gist-694	167	5	this	this	DET
gist-694	167	6	visualization	visualization	NOUN
gist-694	167	7	indicates	indicate	VERB
gist-694	167	8	that	that	SCONJ
gist-694	167	9	it	it	PRON
gist-694	167	10	is	be	AUX
gist-694	167	11	more	more	ADV
gist-694	167	12	likely	likely	ADJ
gist-694	167	13	for	for	SCONJ
gist-694	167	14	a	a	DET
gist-694	167	15	student	student	NOUN
gist-694	167	16	in	in	ADP
gist-694	167	17	the	the	DET
gist-694	167	18	same	same	ADJ
gist-694	167	19	grade	grade	NOUN
gist-694	167	20	level	level	NOUN
gist-694	167	21	to	to	PART
gist-694	167	22	exhibit	exhibit	VERB
gist-694	167	23	higher	high	ADJ
gist-694	167	24	performances	performance	NOUN
gist-694	167	25	the	the	PRON
gist-694	167	26	longer	long	ADV
gist-694	167	27	they	they	PRON
gist-694	167	28	have	have	AUX
gist-694	167	29	been	be	AUX
gist-694	167	30	enrolled	enrol	VERB
gist-694	167	31	in	in	ADP
gist-694	167	32	school	school	NOUN
gist-694	167	33	,	,	PUNCT
gist-694	167	34	which	which	PRON
gist-694	167	35	is	be	AUX
gist-694	167	36	probably	probably	ADV
gist-694	167	37	due	due	ADJ
gist-694	167	38	to	to	ADP
gist-694	167	39	factors	factor	NOUN
gist-694	167	40	like	like	ADP
gist-694	167	41	familiarity	familiarity	NOUN
gist-694	167	42	with	with	ADP
gist-694	167	43	the	the	DET
gist-694	167	44	test	test	NOUN
gist-694	167	45	,	,	PUNCT
gist-694	167	46	confidence	confidence	NOUN
gist-694	167	47	and	and	CCONJ
gist-694	167	48	academic	academic	ADJ
gist-694	167	49	experiences	experience	NOUN
gist-694	167	50	.	.	PUNCT
gist-694	168	1	this	this	DET
gist-694	168	2	visualization	visualization	NOUN
gist-694	168	3	has	have	AUX
gist-694	168	4	been	be	AUX
gist-694	168	5	used	use	VERB
gist-694	168	6	by	by	ADP
gist-694	168	7	the	the	DET
gist-694	168	8	school	school	NOUN
gist-694	168	9	administration	administration	NOUN
gist-694	168	10	to	to	PART
gist-694	168	11	show	show	VERB
gist-694	168	12	the	the	DET
gist-694	168	13	added	add	VERB
gist-694	168	14	-	-	PUNCT
gist-694	168	15	value	value	NOUN
gist-694	168	16	of	of	ADP
gist-694	168	17	being	be	AUX
gist-694	168	18	enrolled	enrol	VERB
gist-694	168	19	in	in	ADP
gist-694	168	20	a	a	DET
gist-694	168	21	school	school	NOUN
gist-694	168	22	with	with	ADP
gist-694	168	23	a	a	DET
gist-694	168	24	strong	strong	ADJ
gist-694	168	25	eal	eal	NOUN
gist-694	168	26	support	support	NOUN
gist-694	168	27	.	.	PUNCT
gist-694	169	1	discussion	discussion	NOUN
gist-694	169	2	learning	learn	VERB
gist-694	169	3	analytics	analytic	NOUN
gist-694	169	4	(	(	PUNCT
gist-694	169	5	la	la	NOUN
gist-694	169	6	)	)	PUNCT
gist-694	169	7	is	be	AUX
gist-694	169	8	a	a	DET
gist-694	169	9	combined	combined	ADJ
gist-694	169	10	technical	technical	ADJ
gist-694	169	11	and	and	CCONJ
gist-694	169	12	cognitive	cognitive	ADJ
gist-694	169	13	process	process	NOUN
gist-694	169	14	where	where	SCONJ
gist-694	169	15	academic	academic	ADJ
gist-694	169	16	stakeholders	stakeholder	NOUN
gist-694	169	17	engage	engage	VERB
gist-694	169	18	in	in	ADP
gist-694	169	19	analytical	analytical	ADJ
gist-694	169	20	reasoning	reasoning	NOUN
gist-694	169	21	to	to	PART
gist-694	169	22	gain	gain	VERB
gist-694	169	23	insights	insight	NOUN
gist-694	169	24	about	about	ADP
gist-694	169	25	teaching	teaching	NOUN
gist-694	169	26	and	and	CCONJ
gist-694	169	27	learning	learn	VERB
gist-694	169	28	in	in	ADP
gist-694	169	29	order	order	NOUN
gist-694	169	30	to	to	PART
gist-694	169	31	improve	improve	VERB
gist-694	169	32	students	student	NOUN
gist-694	169	33	’	'	PUNCT
gist-694	169	34	learning	learning	NOUN
gist-694	169	35	and	and	CCONJ
gist-694	169	36	how	how	SCONJ
gist-694	169	37	it	it	PRON
gist-694	169	38	happens	happen	VERB
gist-694	169	39	.	.	PUNCT
gist-694	170	1	it	it	PRON
gist-694	170	2	involves	involve	VERB
gist-694	170	3	the	the	DET
gist-694	170	4	gathering	gathering	NOUN
gist-694	170	5	,	,	PUNCT
gist-694	170	6	processing	processing	NOUN
gist-694	170	7	and	and	CCONJ
gist-694	170	8	visualization	visualization	NOUN
gist-694	170	9	of	of	ADP
gist-694	170	10	data	datum	NOUN
gist-694	170	11	and	and	CCONJ
gist-694	170	12	,	,	PUNCT
gist-694	170	13	of	of	ADP
gist-694	170	14	course	course	NOUN
gist-694	170	15	,	,	PUNCT
gist-694	170	16	the	the	DET
gist-694	170	17	intervention	intervention	NOUN
gist-694	170	18	of	of	ADP
gist-694	170	19	an	an	DET
gist-694	170	20	individual(s	individual(s	NOUN
gist-694	170	21	)	)	PUNCT
gist-694	170	22	to	to	PART
gist-694	170	23	ask	ask	VERB
gist-694	170	24	questions	question	NOUN
gist-694	170	25	,	,	PUNCT
gist-694	170	26	derive	derive	VERB
gist-694	170	27	information	information	NOUN
gist-694	170	28	and	and	CCONJ
gist-694	170	29	construct	construct	VERB
gist-694	170	30	meaningful	meaningful	ADJ
gist-694	170	31	knowledge	knowledge	NOUN
gist-694	170	32	to	to	PART
gist-694	170	33	better	well	ADV
gist-694	170	34	understand	understand	VERB
gist-694	170	35	and	and	CCONJ
gist-694	170	36	improve	improve	VERB
gist-694	170	37	the	the	DET
gist-694	170	38	pedagogical	pedagogical	ADJ
gist-694	170	39	act	act	NOUN
gist-694	170	40	.	.	PUNCT
gist-694	171	1	enhancing	enhance	VERB
gist-694	171	2	data	datum	NOUN
gist-694	171	3	analysis	analysis	NOUN
gist-694	171	4	with	with	ADP
gist-694	171	5	la	la	PROPN
gist-694	171	6	implies	imply	VERB
gist-694	171	7	going	go	VERB
gist-694	171	8	beyond	beyond	ADP
gist-694	171	9	standard	standard	ADJ
gist-694	171	10	reporting	reporting	NOUN
gist-694	171	11	to	to	ADP
gist-694	171	12	a	a	DET
gist-694	171	13	stadium	stadium	NOUN
gist-694	171	14	where	where	SCONJ
gist-694	171	15	there	there	PRON
gist-694	171	16	is	be	VERB
gist-694	171	17	integration	integration	NOUN
gist-694	171	18	with	with	ADP
gist-694	171	19	other	other	ADJ
gist-694	171	20	sources	source	NOUN
gist-694	171	21	of	of	ADP
gist-694	171	22	academic	academic	ADJ
gist-694	171	23	data	datum	NOUN
gist-694	171	24	,	,	PUNCT
gist-694	171	25	the	the	DET
gist-694	171	26	development	development	NOUN
gist-694	171	27	of	of	ADP
gist-694	171	28	pedagogical	pedagogical	ADJ
gist-694	171	29	questions	question	NOUN
gist-694	171	30	and	and	CCONJ
gist-694	171	31	the	the	DET
gist-694	171	32	possibility	possibility	NOUN
gist-694	171	33	of	of	ADP
gist-694	171	34	transforming	transform	VERB
gist-694	171	35	data	datum	NOUN
gist-694	171	36	into	into	ADP
gist-694	171	37	information	information	NOUN
gist-694	171	38	and	and	CCONJ
gist-694	171	39	constructed	construct	VERB
gist-694	171	40	actionable	actionable	ADJ
gist-694	171	41	knowledge	knowledge	NOUN
gist-694	171	42	,	,	PUNCT
gist-694	171	43	in	in	ADP
gist-694	171	44	this	this	DET
gist-694	171	45	case	case	NOUN
gist-694	171	46	,	,	PUNCT
gist-694	171	47	through	through	ADP
gist-694	171	48	visualization	visualization	NOUN
gist-694	171	49	analytics	analytic	NOUN
gist-694	171	50	facilitated	facilitate	VERB
gist-694	171	51	by	by	ADP
gist-694	171	52	a	a	DET
gist-694	171	53	convenient	convenient	ADJ
gist-694	171	54	technological	technological	ADJ
gist-694	171	55	platform	platform	NOUN
gist-694	171	56	.	.	PUNCT
gist-694	172	1	from	from	ADP
gist-694	172	2	the	the	DET
gist-694	172	3	technical	technical	ADJ
gist-694	172	4	perspective	perspective	NOUN
gist-694	172	5	,	,	PUNCT
gist-694	172	6	la	la	PROPN
gist-694	172	7	requires	require	VERB
gist-694	172	8	some	some	DET
gist-694	172	9	data	datum	NOUN
gist-694	172	10	management	management	NOUN
gist-694	172	11	skills	skill	NOUN
gist-694	172	12	to	to	PART
gist-694	172	13	collect	collect	VERB
gist-694	172	14	,	,	PUNCT
gist-694	172	15	store	store	NOUN
gist-694	172	16	,	,	PUNCT
gist-694	172	17	process	process	NOUN
gist-694	172	18	and	and	CCONJ
gist-694	172	19	report	report	VERB
gist-694	172	20	data	datum	NOUN
gist-694	172	21	in	in	ADP
gist-694	172	22	ways	way	NOUN
gist-694	172	23	easily	easily	ADV
gist-694	172	24	understood	understand	VERB
gist-694	172	25	by	by	ADP
gist-694	172	26	stakeholders	stakeholder	NOUN
gist-694	172	27	,	,	PUNCT
gist-694	172	28	mostly	mostly	ADV
gist-694	172	29	teachers	teacher	NOUN
gist-694	172	30	,	,	PUNCT
gist-694	172	31	and	and	CCONJ
gist-694	172	32	the	the	DET
gist-694	172	33	flexibility	flexibility	NOUN
gist-694	172	34	and	and	CCONJ
gist-694	172	35	ease	ease	NOUN
gist-694	172	36	of	of	ADP
gist-694	172	37	use	use	NOUN
gist-694	172	38	of	of	ADP
gist-694	172	39	a	a	DET
gist-694	172	40	software	software	NOUN
gist-694	172	41	to	to	PART
gist-694	172	42	interact	interact	VERB
gist-694	172	43	and	and	CCONJ
gist-694	172	44	transform	transform	VERB
gist-694	172	45	data	datum	NOUN
gist-694	172	46	into	into	ADP
gist-694	172	47	insightful	insightful	ADJ
gist-694	172	48	information	information	NOUN
gist-694	172	49	.	.	PUNCT
gist-694	173	1	the	the	DET
gist-694	173	2	component	component	NOUN
gist-694	173	3	that	that	PRON
gist-694	173	4	links	link	VERB
gist-694	173	5	the	the	DET
gist-694	173	6	technical	technical	ADJ
gist-694	173	7	and	and	CCONJ
gist-694	173	8	cognitive	cognitive	ADJ
gist-694	173	9	aspects	aspect	NOUN
gist-694	173	10	in	in	ADP
gist-694	173	11	la	la	PROPN
gist-694	173	12	is	be	AUX
gist-694	173	13	visualization	visualization	NOUN
gist-694	173	14	analytics	analytic	NOUN
gist-694	173	15	,	,	PUNCT
gist-694	173	16	understood	understand	VERB
gist-694	173	17	as	as	ADP
gist-694	173	18	a	a	DET
gist-694	173	19	methodology	methodology	NOUN
gist-694	173	20	to	to	PART
gist-694	173	21	learn	learn	VERB
gist-694	173	22	about	about	ADP
gist-694	173	23	the	the	DET
gist-694	173	24	learning	learning	NOUN
gist-694	173	25	process	process	NOUN
gist-694	173	26	thanks	thank	NOUN
gist-694	173	27	to	to	ADP
gist-694	173	28	the	the	DET
gist-694	173	29	possibility	possibility	NOUN
gist-694	173	30	of	of	ADP
gist-694	173	31	answering	answer	VERB
gist-694	173	32	pedagogical	pedagogical	ADJ
gist-694	173	33	questions	question	NOUN
gist-694	173	34	through	through	ADP
gist-694	173	35	an	an	DET
gist-694	173	36	exploratory	exploratory	ADJ
gist-694	173	37	process	process	NOUN
gist-694	173	38	of	of	ADP
gist-694	173	39	educational	educational	ADJ
gist-694	173	40	variables	variable	NOUN
gist-694	173	41	.	.	PUNCT
gist-694	174	1	a	a	DET
gist-694	174	2	visualization	visualization	NOUN
gist-694	174	3	gains	gain	NOUN
gist-694	174	4	meaning	mean	VERB
gist-694	174	5	when	when	SCONJ
gist-694	174	6	an	an	DET
gist-694	174	7	epistemic	epistemic	ADJ
gist-694	174	8	subject	subject	NOUN
gist-694	174	9	derives	derive	VERB
gist-694	174	10	information	information	NOUN
gist-694	174	11	from	from	ADP
gist-694	174	12	it	it	PRON
gist-694	174	13	through	through	ADP
gist-694	174	14	an	an	DET
gist-694	174	15	analytical	analytical	ADJ
gist-694	174	16	and	and	CCONJ
gist-694	174	17	reflective	reflective	ADJ
gist-694	174	18	process	process	NOUN
gist-694	174	19	that	that	PRON
gist-694	174	20	makes	make	VERB
gist-694	174	21	use	use	NOUN
gist-694	174	22	of	of	ADP
gist-694	174	23	their	their	PRON
gist-694	174	24	professional	professional	ADJ
gist-694	174	25	knowledge	knowledge	NOUN
gist-694	174	26	,	,	PUNCT
gist-694	174	27	skills	skill	NOUN
gist-694	174	28	and	and	CCONJ
gist-694	174	29	competencies	competency	NOUN
gist-694	174	30	.	.	PUNCT
gist-694	175	1	this	this	DET
gist-694	175	2	way	way	NOUN
gist-694	175	3	the	the	DET
gist-694	175	4	individuals	individual	NOUN
gist-694	175	5	connect	connect	VERB
gist-694	175	6	what	what	PRON
gist-694	175	7	they	they	PRON
gist-694	175	8	already	already	ADV
gist-694	175	9	know	know	VERB
gist-694	175	10	and	and	CCONJ
gist-694	175	11	are	be	AUX
gist-694	175	12	able	able	ADJ
gist-694	175	13	to	to	PART
gist-694	175	14	do	do	VERB
gist-694	175	15	with	with	ADP
gist-694	175	16	the	the	DET
gist-694	175	17	new	new	ADJ
gist-694	175	18	information	information	NOUN
gist-694	175	19	which	which	PRON
gist-694	175	20	in	in	ADP
gist-694	175	21	turn	turn	NOUN
gist-694	175	22	develops	develop	VERB
gist-694	175	23	new	new	ADJ
gist-694	175	24	understandings	understanding	NOUN
gist-694	175	25	and	and	CCONJ
gist-694	175	26	alternative	alternative	ADJ
gist-694	175	27	operating	operate	VERB
gist-694	175	28	scenarios	scenario	NOUN
gist-694	175	29	.	.	PUNCT
gist-694	176	1	visualizations	visualization	NOUN
gist-694	176	2	in	in	ADP
gist-694	176	3	learning	learn	VERB
gist-694	176	4	analytics	analytic	NOUN
gist-694	176	5	tend	tend	VERB
gist-694	176	6	to	to	PART
gist-694	176	7	be	be	AUX
gist-694	176	8	dynamic	dynamic	ADJ
gist-694	176	9	,	,	PUNCT
gist-694	176	10	allowing	allow	VERB
gist-694	176	11	the	the	DET
gist-694	176	12	user	user	NOUN
gist-694	176	13	to	to	PART
gist-694	176	14	interact	interact	VERB
gist-694	176	15	with	with	ADP
gist-694	176	16	the	the	DET
gist-694	176	17	interface	interface	NOUN
gist-694	176	18	to	to	PART
gist-694	176	19	make	make	VERB
gist-694	176	20	modifications	modification	NOUN
gist-694	176	21	or	or	CCONJ
gist-694	176	22	adaptations	adaptation	NOUN
gist-694	176	23	to	to	PART
gist-694	176	24	explore	explore	VERB
gist-694	176	25	datasets	dataset	NOUN
gist-694	176	26	,	,	PUNCT
gist-694	176	27	play	play	VERB
gist-694	176	28	with	with	ADP
gist-694	176	29	different	different	ADJ
gist-694	176	30	variables	variable	NOUN
gist-694	176	31	and	and	CCONJ
gist-694	176	32	find	find	VERB
gist-694	176	33	alternative	alternative	ADJ
gist-694	176	34	learning	learn	VERB
gist-694	176	35	analytics	analytic	NOUN
gist-694	176	36	to	to	PART
gist-694	176	37	improve	improve	VERB
gist-694	176	38	reading	reading	NOUN
gist-694	176	39	skills	skill	NOUN
gist-694	176	40	aristizábal	aristizábal	PROPN
gist-694	176	41	no	no	NOUN
gist-694	176	42	.	.	PROPN
gist-694	176	43	17	17	NUM
gist-694	176	44	(	(	PUNCT
gist-694	176	45	july	july	PROPN
gist-694	176	46	december	december	PROPN
gist-694	176	47	,	,	PUNCT
gist-694	176	48	2018	2018	NUM
gist-694	176	49	)	)	PUNCT
gist-694	177	1	no	no	INTJ
gist-694	177	2	.	.	NOUN
gist-694	177	3	17	17	NUM
gist-694	177	4	(	(	PUNCT
gist-694	177	5	july	july	PROPN
gist-694	177	6	december	december	PROPN
gist-694	177	7	,	,	PUNCT
gist-694	177	8	2018	2018	NUM
gist-694	177	9	)	)	PUNCT
gist-694	177	10	209	209	NUM
gist-694	177	11	associations	association	NOUN
gist-694	177	12	between	between	ADP
gist-694	177	13	educational	educational	ADJ
gist-694	177	14	variables	variable	NOUN
gist-694	177	15	.	.	PUNCT
gist-694	178	1	this	this	DET
gist-694	178	2	possibility	possibility	NOUN
gist-694	178	3	,	,	PUNCT
gist-694	178	4	enabled	enable	VERB
gist-694	178	5	by	by	ADP
gist-694	178	6	technology	technology	NOUN
gist-694	178	7	,	,	PUNCT
gist-694	178	8	is	be	AUX
gist-694	178	9	perhaps	perhaps	ADV
gist-694	178	10	one	one	NUM
gist-694	178	11	of	of	ADP
gist-694	178	12	the	the	DET
gist-694	178	13	most	most	ADV
gist-694	178	14	important	important	ADJ
gist-694	178	15	characteristics	characteristic	NOUN
gist-694	178	16	of	of	ADP
gist-694	178	17	la	la	NOUN
gist-694	178	18	since	since	SCONJ
gist-694	178	19	it	it	PRON
gist-694	178	20	allows	allow	VERB
gist-694	178	21	the	the	DET
gist-694	178	22	user	user	NOUN
gist-694	178	23	to	to	PART
gist-694	178	24	interact	interact	VERB
gist-694	178	25	with	with	ADP
gist-694	178	26	the	the	DET
gist-694	178	27	visualization	visualization	NOUN
gist-694	178	28	,	,	PUNCT
gist-694	178	29	dig	dig	VERB
gist-694	178	30	into	into	ADP
gist-694	178	31	the	the	DET
gist-694	178	32	data	datum	NOUN
gist-694	178	33	,	,	PUNCT
gist-694	178	34	visualize	visualize	VERB
gist-694	178	35	multiple	multiple	ADJ
gist-694	178	36	variables	variable	NOUN
gist-694	178	37	at	at	ADP
gist-694	178	38	the	the	DET
gist-694	178	39	same	same	ADJ
gist-694	178	40	time	time	NOUN
gist-694	178	41	,	,	PUNCT
gist-694	178	42	apply	apply	VERB
gist-694	178	43	filters	filter	NOUN
gist-694	178	44	and	and	CCONJ
gist-694	178	45	many	many	ADJ
gist-694	178	46	times	time	NOUN
gist-694	178	47	find	find	VERB
gist-694	178	48	patterns	pattern	NOUN
gist-694	178	49	never	never	ADV
gist-694	178	50	thought	think	VERB
gist-694	178	51	of	of	ADP
gist-694	178	52	before	before	ADV
gist-694	178	53	.	.	PUNCT
gist-694	179	1	when	when	SCONJ
gist-694	179	2	the	the	DET
gist-694	179	3	discovery	discovery	NOUN
gist-694	179	4	of	of	ADP
gist-694	179	5	new	new	ADJ
gist-694	179	6	information	information	NOUN
gist-694	179	7	takes	take	VERB
gist-694	179	8	place	place	NOUN
gist-694	179	9	,	,	PUNCT
gist-694	179	10	the	the	DET
gist-694	179	11	exploration	exploration	NOUN
gist-694	179	12	of	of	ADP
gist-694	179	13	data	datum	NOUN
gist-694	179	14	with	with	ADP
gist-694	179	15	visual	visual	ADJ
gist-694	179	16	analytics	analytic	NOUN
gist-694	179	17	falls	fall	VERB
gist-694	179	18	into	into	ADP
gist-694	179	19	a	a	DET
gist-694	179	20	category	category	NOUN
gist-694	179	21	known	know	VERB
gist-694	179	22	as	as	ADP
gist-694	179	23	educational	educational	ADJ
gist-694	179	24	data	datum	NOUN
gist-694	179	25	mining	mining	NOUN
gist-694	179	26	,	,	PUNCT
gist-694	179	27	where	where	SCONJ
gist-694	179	28	visual	visual	ADJ
gist-694	179	29	data	data	NOUN
gist-694	179	30	mining	mining	NOUN
gist-694	179	31	is	be	AUX
gist-694	179	32	considered	consider	VERB
gist-694	179	33	a	a	DET
gist-694	179	34	technique	technique	NOUN
gist-694	179	35	.	.	PUNCT
gist-694	180	1	in	in	ADP
gist-694	180	2	this	this	DET
gist-694	180	3	case	case	NOUN
gist-694	180	4	study	study	NOUN
gist-694	180	5	,	,	PUNCT
gist-694	180	6	faculty	faculty	NOUN
gist-694	180	7	and	and	CCONJ
gist-694	180	8	school	school	NOUN
gist-694	180	9	administrators	administrator	NOUN
gist-694	180	10	where	where	SCONJ
gist-694	180	11	able	able	ADJ
gist-694	180	12	to	to	PART
gist-694	180	13	answer	answer	VERB
gist-694	180	14	particular	particular	ADJ
gist-694	180	15	pedagogical	pedagogical	ADJ
gist-694	180	16	questions	question	NOUN
gist-694	180	17	,	,	PUNCT
gist-694	180	18	generated	generate	VERB
gist-694	180	19	new	new	ADJ
gist-694	180	20	ones	one	NOUN
gist-694	180	21	and	and	CCONJ
gist-694	180	22	developed	develop	VERB
gist-694	180	23	action	action	NOUN
gist-694	180	24	plans	plan	NOUN
gist-694	180	25	to	to	PART
gist-694	180	26	improve	improve	VERB
gist-694	180	27	students	student	NOUN
gist-694	180	28	’	'	PUNCT
gist-694	180	29	learning	learning	NOUN
gist-694	180	30	.	.	PUNCT
gist-694	181	1	the	the	DET
gist-694	181	2	enhanced	enhanced	ADJ
gist-694	181	3	reports	report	NOUN
gist-694	181	4	,	,	PUNCT
gist-694	181	5	facilitated	facilitate	VERB
gist-694	181	6	by	by	ADP
gist-694	181	7	a	a	DET
gist-694	181	8	technological	technological	ADJ
gist-694	181	9	platform	platform	NOUN
gist-694	181	10	and	and	CCONJ
gist-694	181	11	a	a	DET
gist-694	181	12	learning	learn	VERB
gist-694	181	13	analytics	analytic	NOUN
gist-694	181	14	process	process	NOUN
gist-694	181	15	,	,	PUNCT
gist-694	181	16	derives	derive	VERB
gist-694	181	17	in	in	ADP
gist-694	181	18	meaningful	meaningful	ADJ
gist-694	181	19	insights	insight	NOUN
gist-694	181	20	that	that	PRON
gist-694	181	21	help	help	VERB
gist-694	181	22	inform	inform	VERB
gist-694	181	23	teachers	teacher	NOUN
gist-694	181	24	’	'	PUNCT
gist-694	181	25	actions	action	NOUN
gist-694	181	26	and	and	CCONJ
gist-694	181	27	school	school	NOUN
gist-694	181	28	’s	’s	PART
gist-694	181	29	strategic	strategic	ADJ
gist-694	181	30	learning	learning	NOUN
gist-694	181	31	plans	plan	NOUN
gist-694	181	32	.	.	PUNCT
gist-694	182	1	teachers	teacher	NOUN
gist-694	182	2	become	become	VERB
gist-694	182	3	more	more	ADV
gist-694	182	4	aware	aware	ADJ
gist-694	182	5	of	of	ADP
gist-694	182	6	the	the	DET
gist-694	182	7	general	general	ADJ
gist-694	182	8	and	and	CCONJ
gist-694	182	9	individual	individual	ADJ
gist-694	182	10	learning	learning	NOUN
gist-694	182	11	needs	need	NOUN
gist-694	182	12	and	and	CCONJ
gist-694	182	13	administrators	administrator	NOUN
gist-694	182	14	engage	engage	VERB
gist-694	182	15	in	in	ADP
gist-694	182	16	actions	action	NOUN
gist-694	182	17	to	to	PART
gist-694	182	18	support	support	VERB
gist-694	182	19	teachers	teacher	NOUN
gist-694	182	20	in	in	ADP
gist-694	182	21	their	their	PRON
gist-694	182	22	particular	particular	ADJ
gist-694	182	23	classroom	classroom	NOUN
gist-694	182	24	endeavors	endeavor	NOUN
gist-694	182	25	.	.	PUNCT
gist-694	183	1	learning	learn	VERB
gist-694	183	2	analytics	analytic	NOUN
gist-694	183	3	allows	allow	VERB
gist-694	183	4	teachers	teacher	NOUN
gist-694	183	5	to	to	PART
gist-694	183	6	learn	learn	VERB
gist-694	183	7	about	about	ADP
gist-694	183	8	the	the	DET
gist-694	183	9	students	student	NOUN
gist-694	183	10	from	from	ADP
gist-694	183	11	the	the	DET
gist-694	183	12	big	big	ADJ
gist-694	183	13	picture	picture	NOUN
gist-694	183	14	to	to	ADP
gist-694	183	15	individual	individual	ADJ
gist-694	183	16	or	or	CCONJ
gist-694	183	17	particular	particular	ADJ
gist-694	183	18	cases	case	NOUN
gist-694	183	19	.	.	PUNCT
gist-694	184	1	in	in	ADP
gist-694	184	2	this	this	DET
gist-694	184	3	study	study	NOUN
gist-694	184	4	,	,	PUNCT
gist-694	184	5	as	as	ADP
gist-694	184	6	a	a	DET
gist-694	184	7	school	school	NOUN
gist-694	184	8	-	-	PUNCT
gist-694	184	9	wide	wide	ADJ
gist-694	184	10	finding	finding	NOUN
gist-694	184	11	,	,	PUNCT
gist-694	184	12	teachers	teacher	NOUN
gist-694	184	13	became	become	VERB
gist-694	184	14	aware	aware	ADJ
gist-694	184	15	that	that	SCONJ
gist-694	184	16	reading	reading	NOUN
gist-694	184	17	is	be	AUX
gist-694	184	18	an	an	DET
gist-694	184	19	area	area	NOUN
gist-694	184	20	that	that	PRON
gist-694	184	21	requires	require	VERB
gist-694	184	22	support	support	NOUN
gist-694	184	23	from	from	ADP
gist-694	184	24	all	all	DET
gist-694	184	25	subjects	subject	NOUN
gist-694	184	26	and	and	CCONJ
gist-694	184	27	that	that	SCONJ
gist-694	184	28	the	the	DET
gist-694	184	29	development	development	NOUN
gist-694	184	30	of	of	ADP
gist-694	184	31	vocabulary	vocabulary	NOUN
gist-694	184	32	is	be	AUX
gist-694	184	33	a	a	DET
gist-694	184	34	shared	share	VERB
gist-694	184	35	mission	mission	NOUN
gist-694	184	36	.	.	PUNCT
gist-694	185	1	action	action	NOUN
gist-694	185	2	plans	plan	NOUN
gist-694	185	3	were	be	AUX
gist-694	185	4	created	create	VERB
gist-694	185	5	by	by	ADP
gist-694	185	6	grade	grade	NOUN
gist-694	185	7	level	level	NOUN
gist-694	185	8	teams	team	NOUN
gist-694	185	9	,	,	PUNCT
gist-694	185	10	showing	show	VERB
gist-694	185	11	that	that	SCONJ
gist-694	185	12	every	every	DET
gist-694	185	13	single	single	ADJ
gist-694	185	14	subject	subject	NOUN
gist-694	185	15	area	area	NOUN
gist-694	185	16	is	be	AUX
gist-694	185	17	responsible	responsible	ADJ
gist-694	185	18	for	for	ADP
gist-694	185	19	the	the	DET
gist-694	185	20	development	development	NOUN
gist-694	185	21	of	of	ADP
gist-694	185	22	activities	activity	NOUN
gist-694	185	23	,	,	PUNCT
gist-694	185	24	learning	learn	VERB
gist-694	185	25	scenarios	scenario	NOUN
gist-694	185	26	and	and	CCONJ
gist-694	185	27	opportunities	opportunity	NOUN
gist-694	185	28	that	that	PRON
gist-694	185	29	allow	allow	VERB
gist-694	185	30	the	the	DET
gist-694	185	31	students	student	NOUN
gist-694	185	32	develop	develop	VERB
gist-694	185	33	the	the	DET
gist-694	185	34	skills	skill	NOUN
gist-694	185	35	needed	need	VERB
gist-694	185	36	to	to	PART
gist-694	185	37	improve	improve	VERB
gist-694	185	38	their	their	PRON
gist-694	185	39	reading	reading	NOUN
gist-694	185	40	skills	skill	NOUN
gist-694	185	41	.	.	PUNCT
gist-694	186	1	this	this	PRON
gist-694	186	2	is	be	AUX
gist-694	186	3	a	a	DET
gist-694	186	4	shared	share	VERB
gist-694	186	5	responsibility	responsibility	NOUN
gist-694	186	6	where	where	SCONJ
gist-694	186	7	all	all	DET
gist-694	186	8	subject	subject	ADJ
gist-694	186	9	teachers	teacher	NOUN
gist-694	186	10	are	be	AUX
gist-694	186	11	eal	eal	PROPN
gist-694	186	12	teachers	teacher	NOUN
gist-694	186	13	too	too	ADV
gist-694	186	14	.	.	PUNCT
gist-694	187	1	some	some	DET
gist-694	187	2	particular	particular	ADJ
gist-694	187	3	shared	shared	ADJ
gist-694	187	4	reading	reading	NOUN
gist-694	187	5	/	/	SYM
gist-694	187	6	language	language	NOUN
gist-694	187	7	development	development	NOUN
gist-694	187	8	strategies	strategy	NOUN
gist-694	187	9	emerged	emerge	VERB
gist-694	187	10	from	from	ADP
gist-694	187	11	the	the	DET
gist-694	187	12	grade	grade	NOUN
gist-694	187	13	level	level	NOUN
gist-694	187	14	action	action	NOUN
gist-694	187	15	plans	plan	NOUN
gist-694	187	16	include	include	VERB
gist-694	187	17	:	:	PUNCT
gist-694	187	18	•	•	NUM
gist-694	187	19	word	word	NOUN
gist-694	187	20	of	of	ADP
gist-694	187	21	the	the	DET
gist-694	187	22	week	week	NOUN
gist-694	187	23	:	:	PUNCT
gist-694	187	24	every	every	DET
gist-694	187	25	week	week	NOUN
gist-694	187	26	there	there	PRON
gist-694	187	27	is	be	VERB
gist-694	187	28	a	a	DET
gist-694	187	29	new	new	ADJ
gist-694	187	30	and	and	CCONJ
gist-694	187	31	interesting	interesting	ADJ
gist-694	187	32	english	english	ADJ
gist-694	187	33	word	word	NOUN
gist-694	187	34	that	that	PRON
gist-694	187	35	is	be	AUX
gist-694	187	36	displayed	display	VERB
gist-694	187	37	on	on	ADP
gist-694	187	38	posters	poster	NOUN
gist-694	187	39	around	around	ADP
gist-694	187	40	the	the	DET
gist-694	187	41	schools	school	NOUN
gist-694	187	42	with	with	ADP
gist-694	187	43	examples	example	NOUN
gist-694	187	44	about	about	ADP
gist-694	187	45	its	its	PRON
gist-694	187	46	use	use	NOUN
gist-694	187	47	and	and	CCONJ
gist-694	187	48	possible	possible	ADJ
gist-694	187	49	meanings	meaning	NOUN
gist-694	187	50	depending	depend	VERB
gist-694	187	51	on	on	ADP
gist-694	187	52	the	the	DET
gist-694	187	53	context	context	NOUN
gist-694	187	54	.	.	PUNCT
gist-694	188	1	the	the	DET
gist-694	188	2	space	space	NOUN
gist-694	188	3	between	between	ADP
gist-694	188	4	steps	step	NOUN
gist-694	188	5	in	in	ADP
gist-694	188	6	stairs	stair	NOUN
gist-694	188	7	is	be	AUX
gist-694	188	8	also	also	ADV
gist-694	188	9	used	use	VERB
gist-694	188	10	to	to	PART
gist-694	188	11	display	display	VERB
gist-694	188	12	words	word	NOUN
gist-694	188	13	of	of	ADP
gist-694	188	14	the	the	DET
gist-694	188	15	week	week	NOUN
gist-694	188	16	in	in	ADP
gist-694	188	17	such	such	DET
gist-694	188	18	a	a	DET
gist-694	188	19	way	way	NOUN
gist-694	188	20	that	that	PRON
gist-694	188	21	students	student	NOUN
gist-694	188	22	going	go	VERB
gist-694	188	23	up	up	ADP
gist-694	188	24	the	the	DET
gist-694	188	25	stairs	stair	NOUN
gist-694	188	26	can	can	AUX
gist-694	188	27	constantly	constantly	ADV
gist-694	188	28	read	read	VERB
gist-694	188	29	the	the	DET
gist-694	188	30	word	word	NOUN
gist-694	188	31	and	and	CCONJ
gist-694	188	32	see	see	VERB
gist-694	188	33	their	their	PRON
gist-694	188	34	meaning	meaning	NOUN
gist-694	188	35	.	.	PUNCT
gist-694	189	1	teachers	teacher	NOUN
gist-694	189	2	are	be	AUX
gist-694	189	3	also	also	ADV
gist-694	189	4	encouraged	encourage	VERB
gist-694	189	5	to	to	PART
gist-694	189	6	include	include	VERB
gist-694	189	7	these	these	DET
gist-694	189	8	words	word	NOUN
gist-694	189	9	in	in	ADP
gist-694	189	10	their	their	PRON
gist-694	189	11	regular	regular	ADJ
gist-694	189	12	classes	class	NOUN
gist-694	189	13	.	.	PUNCT
gist-694	190	1	•	•	NUM
gist-694	190	2	eal	eal	NOUN
gist-694	190	3	-	-	PUNCT
gist-694	190	4	subject	subject	ADJ
gist-694	190	5	teacher	teacher	NOUN
gist-694	190	6	collaboration	collaboration	NOUN
gist-694	190	7	:	:	PUNCT
gist-694	190	8	eal	eal	PROPN
gist-694	190	9	teachers	teacher	NOUN
gist-694	190	10	engage	engage	VERB
gist-694	190	11	in	in	ADP
gist-694	190	12	conversations	conversation	NOUN
gist-694	190	13	with	with	ADP
gist-694	190	14	subject	subject	ADJ
gist-694	190	15	area	area	NOUN
gist-694	190	16	teachers	teacher	NOUN
gist-694	190	17	about	about	ADP
gist-694	190	18	particular	particular	ADJ
gist-694	190	19	readings	reading	NOUN
gist-694	190	20	for	for	ADP
gist-694	190	21	students	student	NOUN
gist-694	190	22	depending	depend	VERB
gist-694	190	23	on	on	ADP
gist-694	190	24	their	their	PRON
gist-694	190	25	reading	reading	NOUN
gist-694	190	26	level	level	NOUN
gist-694	190	27	and	and	CCONJ
gist-694	190	28	assign	assign	VERB
gist-694	190	29	same	same	ADJ
gist-694	190	30	topic	topic	NOUN
gist-694	190	31	readings	reading	NOUN
gist-694	190	32	with	with	ADP
gist-694	190	33	different	different	ADJ
gist-694	190	34	levels	level	NOUN
gist-694	190	35	of	of	ADP
gist-694	190	36	difficulty	difficulty	NOUN
gist-694	190	37	using	use	VERB
gist-694	190	38	newsela	newsela	PRON
gist-694	190	39	as	as	ADP
gist-694	190	40	a	a	DET
gist-694	190	41	learning	learning	NOUN
gist-694	190	42	tool	tool	NOUN
gist-694	190	43	.	.	PUNCT
gist-694	191	1	this	this	DET
gist-694	191	2	collaboration	collaboration	NOUN
gist-694	191	3	,	,	PUNCT
gist-694	191	4	in	in	ADP
gist-694	191	5	some	some	DET
gist-694	191	6	cases	case	NOUN
gist-694	191	7	,	,	PUNCT
gist-694	191	8	involves	involve	VERB
gist-694	191	9	the	the	DET
gist-694	191	10	learning	learning	NOUN
gist-694	191	11	analytics	analytic	NOUN
gist-694	191	12	to	to	PART
gist-694	191	13	improve	improve	VERB
gist-694	191	14	reading	reading	NOUN
gist-694	191	15	skills	skill	NOUN
gist-694	191	16	aristizábal	aristizábal	PROPN
gist-694	191	17	no	no	NOUN
gist-694	191	18	.	.	PROPN
gist-694	191	19	17	17	NUM
gist-694	191	20	(	(	PUNCT
gist-694	191	21	july	july	PROPN
gist-694	191	22	december	december	PROPN
gist-694	191	23	,	,	PUNCT
gist-694	191	24	2018	2018	NUM
gist-694	191	25	)	)	PUNCT
gist-694	192	1	no	no	INTJ
gist-694	192	2	.	.	NOUN
gist-694	192	3	17	17	NUM
gist-694	192	4	(	(	PUNCT
gist-694	192	5	july	july	PROPN
gist-694	192	6	december	december	PROPN
gist-694	192	7	,	,	PUNCT
gist-694	192	8	2018	2018	NUM
gist-694	192	9	)	)	PUNCT
gist-694	192	10	210	210	NUM
gist-694	192	11	eal	eal	NOUN
gist-694	192	12	teacher	teacher	NOUN
gist-694	192	13	carrying	carry	VERB
gist-694	192	14	-	-	PUNCT
gist-694	192	15	out	out	ADP
gist-694	192	16	a	a	DET
gist-694	192	17	series	series	NOUN
gist-694	192	18	of	of	ADP
gist-694	192	19	activities	activity	NOUN
gist-694	192	20	in	in	ADP
gist-694	192	21	regular	regular	ADJ
gist-694	192	22	classes	class	NOUN
gist-694	192	23	to	to	PART
gist-694	192	24	help	help	VERB
gist-694	192	25	students	student	NOUN
gist-694	192	26	develop	develop	VERB
gist-694	192	27	their	their	PRON
gist-694	192	28	english	english	ADJ
gist-694	192	29	proficiency	proficiency	NOUN
gist-694	192	30	.	.	PUNCT
gist-694	193	1	for	for	ADP
gist-694	193	2	example	example	NOUN
gist-694	193	3	,	,	PUNCT
gist-694	193	4	note	note	VERB
gist-694	193	5	taking	take	VERB
gist-694	193	6	and	and	CCONJ
gist-694	193	7	reading	reading	NOUN
gist-694	193	8	strategies	strategy	NOUN
gist-694	193	9	,	,	PUNCT
gist-694	193	10	games	game	NOUN
gist-694	193	11	for	for	ADP
gist-694	193	12	vocabulary	vocabulary	ADJ
gist-694	193	13	acquisition	acquisition	NOUN
gist-694	193	14	,	,	PUNCT
gist-694	193	15	websites	website	NOUN
gist-694	193	16	with	with	ADP
gist-694	193	17	exercises	exercise	NOUN
gist-694	193	18	for	for	ADP
gist-694	193	19	pronunciation	pronunciation	NOUN
gist-694	193	20	,	,	PUNCT
gist-694	193	21	etc	etc	X
gist-694	193	22	.	.	X
gist-694	193	23	•	•	NUM
gist-694	193	24	eal	eal	VERB
gist-694	193	25	extra	extra	ADJ
gist-694	193	26	-	-	NOUN
gist-694	193	27	support	support	NOUN
gist-694	193	28	for	for	ADP
gist-694	193	29	students	student	NOUN
gist-694	193	30	with	with	ADP
gist-694	193	31	low	low	ADJ
gist-694	193	32	percentile	percentile	ADJ
gist-694	193	33	ranking	ranking	NOUN
gist-694	193	34	.	.	PUNCT
gist-694	194	1	as	as	ADP
gist-694	194	2	part	part	NOUN
gist-694	194	3	of	of	ADP
gist-694	194	4	the	the	DET
gist-694	194	5	grade	grade	NOUN
gist-694	194	6	-	-	PUNCT
gist-694	194	7	level	level	NOUN
gist-694	194	8	action	action	NOUN
gist-694	194	9	plan	plan	NOUN
gist-694	194	10	,	,	PUNCT
gist-694	194	11	students	student	NOUN
gist-694	194	12	identified	identify	VERB
gist-694	194	13	below	below	ADP
gist-694	194	14	the	the	DET
gist-694	194	15	20th	20th	ADJ
gist-694	194	16	percentile	percentile	NOUN
gist-694	194	17	ranking	ranking	NOUN
gist-694	194	18	(	(	PUNCT
gist-694	194	19	see	see	VERB
gist-694	194	20	figure	figure	NOUN
gist-694	194	21	3	3	NUM
gist-694	194	22	)	)	PUNCT
gist-694	194	23	receive	receive	VERB
gist-694	194	24	extra	extra	ADJ
gist-694	194	25	-	-	ADJ
gist-694	194	26	eal	eal	ADJ
gist-694	194	27	support	support	NOUN
gist-694	194	28	targeted	target	VERB
gist-694	194	29	to	to	ADP
gist-694	194	30	their	their	PRON
gist-694	194	31	particular	particular	ADJ
gist-694	194	32	needs	need	NOUN
gist-694	194	33	.	.	PUNCT
gist-694	195	1	individual	individual	ADJ
gist-694	195	2	educational	educational	ADJ
gist-694	195	3	plans	plan	NOUN
gist-694	195	4	are	be	AUX
gist-694	195	5	being	be	AUX
gist-694	195	6	created	create	VERB
gist-694	195	7	to	to	PART
gist-694	195	8	follow	follow	VERB
gist-694	195	9	-	-	PUNCT
gist-694	195	10	up	up	NOUN
gist-694	195	11	on	on	ADP
gist-694	195	12	these	these	DET
gist-694	195	13	students	student	NOUN
gist-694	195	14	.	.	PUNCT
gist-694	196	1	for	for	ADP
gist-694	196	2	these	these	DET
gist-694	196	3	cases	case	NOUN
gist-694	196	4	,	,	PUNCT
gist-694	196	5	more	more	ADJ
gist-694	196	6	pieces	piece	NOUN
gist-694	196	7	of	of	ADP
gist-694	196	8	information	information	NOUN
gist-694	196	9	are	be	AUX
gist-694	196	10	usually	usually	ADV
gist-694	196	11	used	use	VERB
gist-694	196	12	like	like	ADP
gist-694	196	13	their	their	PRON
gist-694	196	14	wida	wida	PROPN
gist-694	196	15	test	test	NOUN
gist-694	196	16	score	score	NOUN
gist-694	196	17	,	,	PUNCT
gist-694	196	18	classroom	classroom	NOUN
gist-694	196	19	grades	grade	NOUN
gist-694	196	20	and	and	CCONJ
gist-694	196	21	teacher	teacher	NOUN
gist-694	196	22	comments	comment	NOUN
gist-694	196	23	.	.	PUNCT
gist-694	197	1	•	•	NUM
gist-694	197	2	co	co	NOUN
gist-694	197	3	-	-	NOUN
gist-694	197	4	teaching	teaching	NOUN
gist-694	197	5	.	.	PUNCT
gist-694	198	1	eal	eal	PROPN
gist-694	198	2	teachers	teachers	PROPN
gist-694	198	3	work	work	VERB
gist-694	198	4	with	with	ADP
gist-694	198	5	subject	subject	ADJ
gist-694	198	6	teachers	teacher	NOUN
gist-694	198	7	in	in	ADP
gist-694	198	8	the	the	DET
gist-694	198	9	classroom	classroom	NOUN
gist-694	198	10	to	to	PART
gist-694	198	11	provide	provide	VERB
gist-694	198	12	students	student	NOUN
gist-694	198	13	with	with	ADP
gist-694	198	14	language	language	NOUN
gist-694	198	15	development	development	NOUN
gist-694	198	16	strategies	strategy	NOUN
gist-694	198	17	through	through	ADP
gist-694	198	18	subject	subject	ADJ
gist-694	198	19	areas	area	NOUN
gist-694	198	20	and	and	CCONJ
gist-694	198	21	specific	specific	ADJ
gist-694	198	22	language	language	NOUN
gist-694	198	23	learning	learning	NOUN
gist-694	198	24	.	.	PUNCT
gist-694	199	1	•	•	NUM
gist-694	199	2	co	co	NOUN
gist-694	199	3	-	-	NOUN
gist-694	199	4	planning	planning	NOUN
gist-694	199	5	.	.	PUNCT
gist-694	200	1	eal	eal	PROPN
gist-694	200	2	teachers	teachers	PROPN
gist-694	200	3	support	support	VERB
gist-694	200	4	subject	subject	ADJ
gist-694	200	5	teachers	teacher	NOUN
gist-694	200	6	in	in	ADP
gist-694	200	7	the	the	DET
gist-694	200	8	development	development	NOUN
gist-694	200	9	of	of	ADP
gist-694	200	10	units	unit	NOUN
gist-694	200	11	of	of	ADP
gist-694	200	12	study	study	NOUN
gist-694	200	13	linking	link	VERB
gist-694	200	14	the	the	DET
gist-694	200	15	development	development	NOUN
gist-694	200	16	of	of	ADP
gist-694	200	17	language	language	NOUN
gist-694	200	18	skills	skill	NOUN
gist-694	200	19	and	and	CCONJ
gist-694	200	20	the	the	DET
gist-694	200	21	subject	subject	ADJ
gist-694	200	22	content	content	NOUN
gist-694	200	23	.	.	PUNCT
gist-694	201	1	•	•	NUM
gist-694	201	2	parallel	parallel	ADJ
gist-694	201	3	assessments	assessment	NOUN
gist-694	201	4	:	:	PUNCT
gist-694	201	5	students	student	NOUN
gist-694	201	6	can	can	AUX
gist-694	201	7	be	be	AUX
gist-694	201	8	assessed	assess	VERB
gist-694	201	9	independently	independently	ADV
gist-694	201	10	both	both	CCONJ
gist-694	201	11	by	by	ADP
gist-694	201	12	the	the	DET
gist-694	201	13	subject	subject	ADJ
gist-694	201	14	teacher	teacher	NOUN
gist-694	201	15	and	and	CCONJ
gist-694	201	16	the	the	DET
gist-694	201	17	eal	eal	PROPN
gist-694	201	18	teachers	teacher	NOUN
gist-694	201	19	from	from	ADP
gist-694	201	20	their	their	PRON
gist-694	201	21	respective	respective	ADJ
gist-694	201	22	fields	field	NOUN
gist-694	201	23	.	.	PUNCT
gist-694	202	1	feedback	feedback	NOUN
gist-694	202	2	is	be	AUX
gist-694	202	3	provided	provide	VERB
gist-694	202	4	from	from	ADP
gist-694	202	5	both	both	DET
gist-694	202	6	perspectives	perspective	NOUN
gist-694	202	7	.	.	PUNCT
gist-694	203	1	conclusions	conclusion	NOUN
gist-694	203	2	this	this	DET
gist-694	203	3	case	case	NOUN
gist-694	203	4	study	study	NOUN
gist-694	203	5	was	be	AUX
gist-694	203	6	an	an	DET
gist-694	203	7	opportunity	opportunity	NOUN
gist-694	203	8	to	to	PART
gist-694	203	9	reflect	reflect	VERB
gist-694	203	10	on	on	ADP
gist-694	203	11	some	some	DET
gist-694	203	12	institutional	institutional	ADJ
gist-694	203	13	practices	practice	NOUN
gist-694	203	14	about	about	ADP
gist-694	203	15	the	the	DET
gist-694	203	16	use	use	NOUN
gist-694	203	17	of	of	ADP
gist-694	203	18	data	datum	NOUN
gist-694	203	19	to	to	PART
gist-694	203	20	improve	improve	VERB
gist-694	203	21	student	student	NOUN
gist-694	203	22	learning	learning	NOUN
gist-694	203	23	,	,	PUNCT
gist-694	203	24	particularly	particularly	ADV
gist-694	203	25	reading	read	VERB
gist-694	203	26	skills	skill	NOUN
gist-694	203	27	after	after	ADP
gist-694	203	28	gaining	gain	VERB
gist-694	203	29	insights	insight	NOUN
gist-694	203	30	through	through	ADP
gist-694	203	31	a	a	DET
gist-694	203	32	new	new	ADJ
gist-694	203	33	field	field	NOUN
gist-694	203	34	called	call	VERB
gist-694	203	35	learning	learn	VERB
gist-694	203	36	analytics	analytic	NOUN
gist-694	203	37	.	.	PUNCT
gist-694	204	1	this	this	DET
gist-694	204	2	study	study	NOUN
gist-694	204	3	leads	lead	VERB
gist-694	204	4	to	to	ADP
gist-694	204	5	the	the	DET
gist-694	204	6	following	following	ADJ
gist-694	204	7	conclusions	conclusion	NOUN
gist-694	204	8	:	:	PUNCT
gist-694	204	9	learning	learn	VERB
gist-694	204	10	analytics	analytic	NOUN
gist-694	204	11	has	have	AUX
gist-694	204	12	been	be	AUX
gist-694	204	13	in	in	ADP
gist-694	204	14	schools	school	NOUN
gist-694	204	15	since	since	SCONJ
gist-694	204	16	the	the	DET
gist-694	204	17	time	time	NOUN
gist-694	204	18	they	they	PRON
gist-694	204	19	started	start	VERB
gist-694	204	20	collecting	collect	VERB
gist-694	204	21	and	and	CCONJ
gist-694	204	22	using	use	VERB
gist-694	204	23	data	datum	NOUN
gist-694	204	24	to	to	PART
gist-694	204	25	make	make	VERB
gist-694	204	26	decisions	decision	NOUN
gist-694	204	27	;	;	PUNCT
gist-694	204	28	the	the	DET
gist-694	204	29	difference	difference	NOUN
gist-694	204	30	now	now	ADV
gist-694	204	31	is	be	AUX
gist-694	204	32	the	the	DET
gist-694	204	33	possibility	possibility	NOUN
gist-694	204	34	of	of	ADP
gist-694	204	35	integrating	integrate	VERB
gist-694	204	36	different	different	ADJ
gist-694	204	37	databases	database	NOUN
gist-694	204	38	,	,	PUNCT
gist-694	204	39	transforming	transform	VERB
gist-694	204	40	data	datum	NOUN
gist-694	204	41	and	and	CCONJ
gist-694	204	42	reporting	reporting	NOUN
gist-694	204	43	in	in	ADP
gist-694	204	44	interactive	interactive	ADJ
gist-694	204	45	ways	way	NOUN
gist-694	204	46	that	that	PRON
gist-694	204	47	facilitate	facilitate	VERB
gist-694	204	48	the	the	DET
gist-694	204	49	decision	decision	NOUN
gist-694	204	50	-	-	PUNCT
gist-694	204	51	making	make	VERB
gist-694	204	52	process	process	NOUN
gist-694	204	53	,	,	PUNCT
gist-694	204	54	reflection	reflection	NOUN
gist-694	204	55	and	and	CCONJ
gist-694	204	56	knowledge	knowledge	NOUN
gist-694	204	57	construction	construction	NOUN
gist-694	204	58	processes	process	NOUN
gist-694	204	59	.	.	PUNCT
gist-694	205	1	learning	learn	VERB
gist-694	205	2	analytics	analytic	NOUN
gist-694	205	3	is	be	AUX
gist-694	205	4	only	only	ADV
gist-694	205	5	meaningful	meaningful	ADJ
gist-694	205	6	and	and	CCONJ
gist-694	205	7	impactful	impactful	ADJ
gist-694	205	8	when	when	SCONJ
gist-694	205	9	teachers	teacher	NOUN
gist-694	205	10	use	use	VERB
gist-694	205	11	their	their	PRON
gist-694	205	12	pedagogical	pedagogical	ADJ
gist-694	205	13	and	and	CCONJ
gist-694	205	14	epistemological	epistemological	ADJ
gist-694	205	15	backgrounds	background	NOUN
gist-694	205	16	to	to	PART
gist-694	205	17	reflect	reflect	VERB
gist-694	205	18	on	on	ADP
gist-694	205	19	their	their	PRON
gist-694	205	20	professional	professional	ADJ
gist-694	205	21	practice	practice	NOUN
gist-694	205	22	and	and	CCONJ
gist-694	205	23	make	make	VERB
gist-694	205	24	decisions	decision	NOUN
gist-694	205	25	as	as	ADP
gist-694	205	26	to	to	ADP
gist-694	205	27	what	what	PRON
gist-694	205	28	is	be	AUX
gist-694	205	29	best	good	ADJ
gist-694	205	30	for	for	ADP
gist-694	205	31	students	student	NOUN
gist-694	205	32	’	'	PUNCT
gist-694	205	33	learning	learning	NOUN
gist-694	205	34	.	.	PUNCT
gist-694	206	1	data	datum	NOUN
gist-694	206	2	is	be	AUX
gist-694	206	3	only	only	ADV
gist-694	206	4	meaningful	meaningful	ADJ
gist-694	206	5	when	when	SCONJ
gist-694	206	6	it	it	PRON
gist-694	206	7	is	be	AUX
gist-694	206	8	used	use	VERB
gist-694	206	9	to	to	PART
gist-694	206	10	respond	respond	VERB
gist-694	206	11	to	to	ADP
gist-694	206	12	pedagogical	pedagogical	ADJ
gist-694	206	13	questions	question	NOUN
gist-694	206	14	emerging	emerge	VERB
gist-694	206	15	from	from	ADP
gist-694	206	16	teachers	teacher	NOUN
gist-694	206	17	’	’	PART
gist-694	206	18	experience	experience	NOUN
gist-694	206	19	and	and	CCONJ
gist-694	206	20	professional	professional	ADJ
gist-694	206	21	observations	observation	NOUN
gist-694	206	22	.	.	PUNCT
gist-694	207	1	it	it	PRON
gist-694	207	2	is	be	AUX
gist-694	207	3	a	a	DET
gist-694	207	4	way	way	NOUN
gist-694	207	5	to	to	PART
gist-694	207	6	learn	learn	VERB
gist-694	207	7	about	about	ADP
gist-694	207	8	the	the	DET
gist-694	207	9	student	student	NOUN
gist-694	207	10	as	as	ADP
gist-694	207	11	an	an	DET
gist-694	207	12	individual	individual	NOUN
gist-694	207	13	who	who	PRON
gist-694	207	14	has	have	VERB
gist-694	207	15	particular	particular	ADJ
gist-694	207	16	strengths	strength	NOUN
gist-694	207	17	and	and	CCONJ
gist-694	207	18	areas	area	NOUN
gist-694	207	19	for	for	ADP
gist-694	207	20	improvement	improvement	NOUN
gist-694	207	21	.	.	PUNCT
gist-694	208	1	learning	learn	VERB
gist-694	208	2	analytics	analytic	NOUN
gist-694	208	3	to	to	PART
gist-694	208	4	improve	improve	VERB
gist-694	208	5	reading	reading	NOUN
gist-694	208	6	skills	skill	NOUN
gist-694	208	7	aristizábal	aristizábal	PROPN
gist-694	208	8	no	no	NOUN
gist-694	208	9	.	.	PROPN
gist-694	208	10	17	17	NUM
gist-694	208	11	(	(	PUNCT
gist-694	208	12	july	july	PROPN
gist-694	208	13	december	december	PROPN
gist-694	208	14	,	,	PUNCT
gist-694	208	15	2018	2018	NUM
gist-694	208	16	)	)	PUNCT
gist-694	209	1	no	no	INTJ
gist-694	209	2	.	.	NOUN
gist-694	209	3	17	17	NUM
gist-694	209	4	(	(	PUNCT
gist-694	209	5	july	july	PROPN
gist-694	209	6	december	december	PROPN
gist-694	209	7	,	,	PUNCT
gist-694	209	8	2018	2018	NUM
gist-694	209	9	)	)	PUNCT
gist-694	209	10	211	211	NUM
gist-694	209	11	visualization	visualization	NOUN
gist-694	209	12	analytics	analytic	NOUN
gist-694	209	13	is	be	AUX
gist-694	209	14	an	an	DET
gist-694	209	15	exploration	exploration	NOUN
gist-694	209	16	method	method	NOUN
gist-694	209	17	that	that	PRON
gist-694	209	18	helps	help	VERB
gist-694	209	19	answering	answer	VERB
gist-694	209	20	pedagogical	pedagogical	ADJ
gist-694	209	21	questions	question	NOUN
gist-694	209	22	and	and	CCONJ
gist-694	209	23	fuels	fuel	NOUN
gist-694	209	24	professional	professional	ADJ
gist-694	209	25	discussions	discussion	NOUN
gist-694	209	26	around	around	ADP
gist-694	209	27	students	student	NOUN
gist-694	209	28	’	'	PUNCT
gist-694	209	29	learning	learning	NOUN
gist-694	209	30	.	.	PUNCT
gist-694	210	1	a	a	DET
gist-694	210	2	learning	learn	VERB
gist-694	210	3	analytics	analytic	NOUN
gist-694	210	4	system	system	NOUN
gist-694	210	5	in	in	ADP
gist-694	210	6	a	a	DET
gist-694	210	7	school	school	NOUN
gist-694	210	8	is	be	AUX
gist-694	210	9	a	a	DET
gist-694	210	10	mechanism	mechanism	NOUN
gist-694	210	11	to	to	PART
gist-694	210	12	efficiently	efficiently	ADV
gist-694	210	13	use	use	VERB
gist-694	210	14	data	datum	NOUN
gist-694	210	15	for	for	ADP
gist-694	210	16	informed	informed	ADJ
gist-694	210	17	decision	decision	NOUN
gist-694	210	18	-	-	PUNCT
gist-694	210	19	making	making	NOUN
gist-694	210	20	,	,	PUNCT
gist-694	210	21	which	which	PRON
gist-694	210	22	involves	involve	VERB
gist-694	210	23	decisions	decision	NOUN
gist-694	210	24	at	at	ADP
gist-694	210	25	the	the	DET
gist-694	210	26	classroom	classroom	NOUN
gist-694	210	27	level	level	NOUN
gist-694	210	28	,	,	PUNCT
gist-694	210	29	like	like	ADP
gist-694	210	30	particular	particular	ADJ
gist-694	210	31	differentiation	differentiation	NOUN
gist-694	210	32	strategies	strategy	NOUN
gist-694	210	33	for	for	ADP
gist-694	210	34	students	student	NOUN
gist-694	210	35	;	;	PUNCT
gist-694	210	36	or	or	CCONJ
gist-694	210	37	at	at	ADP
gist-694	210	38	the	the	DET
gist-694	210	39	grade	grade	NOUN
gist-694	210	40	level	level	NOUN
gist-694	210	41	,	,	PUNCT
gist-694	210	42	like	like	ADP
gist-694	210	43	shared	shared	ADJ
gist-694	210	44	or	or	CCONJ
gist-694	210	45	common	common	ADJ
gist-694	210	46	strategies	strategy	NOUN
gist-694	210	47	,	,	PUNCT
gist-694	210	48	for	for	ADP
gist-694	210	49	example	example	NOUN
gist-694	210	50	for	for	ADP
gist-694	210	51	vocabulary	vocabulary	ADJ
gist-694	210	52	development	development	NOUN
gist-694	210	53	;	;	PUNCT
gist-694	210	54	or	or	CCONJ
gist-694	210	55	at	at	ADP
gist-694	210	56	school	school	NOUN
gist-694	210	57	level	level	NOUN
gist-694	210	58	,	,	PUNCT
gist-694	210	59	like	like	ADP
gist-694	210	60	benchmarking	benchmarke	VERB
gist-694	210	61	or	or	CCONJ
gist-694	210	62	curriculum	curriculum	NOUN
gist-694	210	63	monitoring	monitoring	NOUN
gist-694	210	64	.	.	PUNCT
gist-694	211	1	in	in	ADP
gist-694	211	2	a	a	DET
gist-694	211	3	learning	learn	VERB
gist-694	211	4	analytics	analytic	NOUN
gist-694	211	5	process	process	VERB
gist-694	211	6	the	the	DET
gist-694	211	7	use	use	NOUN
gist-694	211	8	of	of	ADP
gist-694	211	9	a	a	DET
gist-694	211	10	user	user	NOUN
gist-694	211	11	-	-	PUNCT
gist-694	211	12	friendly	friendly	ADJ
gist-694	211	13	platform	platform	NOUN
gist-694	211	14	is	be	AUX
gist-694	211	15	essential	essential	ADJ
gist-694	211	16	since	since	SCONJ
gist-694	211	17	many	many	ADJ
gist-694	211	18	teachers	teacher	NOUN
gist-694	211	19	usually	usually	ADV
gist-694	211	20	get	get	AUX
gist-694	211	21	discouraged	discourage	VERB
gist-694	211	22	by	by	ADP
gist-694	211	23	the	the	DET
gist-694	211	24	use	use	NOUN
gist-694	211	25	complex	complex	ADJ
gist-694	211	26	and	and	CCONJ
gist-694	211	27	hard	hard	ADV
gist-694	211	28	-	-	PUNCT
gist-694	211	29	to	to	AUX
gist-694	211	30	-	-	PUNCT
gist-694	211	31	understand	understand	VERB
gist-694	211	32	software	software	NOUN
gist-694	211	33	.	.	PUNCT
gist-694	212	1	a	a	DET
gist-694	212	2	facilitator	facilitator	NOUN
gist-694	212	3	is	be	AUX
gist-694	212	4	highly	highly	ADV
gist-694	212	5	recommended	recommend	VERB
gist-694	212	6	in	in	ADP
gist-694	212	7	order	order	NOUN
gist-694	212	8	to	to	PART
gist-694	212	9	prepare	prepare	VERB
gist-694	212	10	and	and	CCONJ
gist-694	212	11	interact	interact	VERB
gist-694	212	12	with	with	ADP
gist-694	212	13	the	the	DET
gist-694	212	14	visualizations	visualization	NOUN
gist-694	212	15	and	and	CCONJ
gist-694	212	16	so	so	ADV
gist-694	212	17	allow	allow	VERB
gist-694	212	18	more	more	ADJ
gist-694	212	19	time	time	NOUN
gist-694	212	20	and	and	CCONJ
gist-694	212	21	space	space	NOUN
gist-694	212	22	for	for	SCONJ
gist-694	212	23	teachers	teacher	NOUN
gist-694	212	24	to	to	PART
gist-694	212	25	be	be	AUX
gist-694	212	26	engaged	engage	VERB
gist-694	212	27	in	in	ADP
gist-694	212	28	the	the	DET
gist-694	212	29	information	information	NOUN
gist-694	212	30	derivation	derivation	NOUN
gist-694	212	31	and	and	CCONJ
gist-694	212	32	the	the	DET
gist-694	212	33	knowledge	knowledge	NOUN
gist-694	212	34	construction	construction	NOUN
gist-694	212	35	processes	process	NOUN
gist-694	212	36	.	.	PUNCT
gist-694	213	1	the	the	DET
gist-694	213	2	continuous	continuous	ADJ
gist-694	213	3	monitoring	monitoring	NOUN
gist-694	213	4	through	through	ADP
gist-694	213	5	interactive	interactive	ADJ
gist-694	213	6	dashboards	dashboard	NOUN
gist-694	213	7	and	and	CCONJ
gist-694	213	8	la	la	NOUN
gist-694	213	9	indicates	indicate	VERB
gist-694	213	10	that	that	SCONJ
gist-694	213	11	there	there	PRON
gist-694	213	12	has	have	AUX
gist-694	213	13	been	be	AUX
gist-694	213	14	a	a	DET
gist-694	213	15	steady	steady	ADJ
gist-694	213	16	improvement	improvement	NOUN
gist-694	213	17	on	on	ADP
gist-694	213	18	students	student	NOUN
gist-694	213	19	’	'	PUNCT
gist-694	213	20	language	language	NOUN
gist-694	213	21	skills	skill	NOUN
gist-694	213	22	after	after	ADP
gist-694	213	23	the	the	DET
gist-694	213	24	implementation	implementation	NOUN
gist-694	213	25	of	of	ADP
gist-694	213	26	action	action	NOUN
gist-694	213	27	plans	plan	NOUN
gist-694	213	28	and	and	CCONJ
gist-694	213	29	the	the	DET
gist-694	213	30	combined	combine	VERB
gist-694	213	31	teaching	teaching	NOUN
gist-694	213	32	strategies	strategy	NOUN
gist-694	213	33	.	.	PUNCT
gist-694	214	1	learning	learn	VERB
gist-694	214	2	analytics	analytic	NOUN
gist-694	214	3	to	to	PART
gist-694	214	4	improve	improve	VERB
gist-694	214	5	reading	reading	NOUN
gist-694	214	6	skills	skill	NOUN
gist-694	214	7	aristizábal	aristizábal	PROPN
gist-694	214	8	no	no	NOUN
gist-694	214	9	.	.	PROPN
gist-694	214	10	17	17	NUM
gist-694	214	11	(	(	PUNCT
gist-694	214	12	july	july	PROPN
gist-694	214	13	december	december	PROPN
gist-694	214	14	,	,	PUNCT
gist-694	214	15	2018	2018	NUM
gist-694	214	16	)	)	PUNCT
gist-694	215	1	no	no	INTJ
gist-694	215	2	.	.	NOUN
gist-694	215	3	17	17	NUM
gist-694	215	4	(	(	PUNCT
gist-694	215	5	july	july	PROPN
gist-694	215	6	december	december	PROPN
gist-694	215	7	,	,	PUNCT
gist-694	215	8	2018	2018	NUM
gist-694	215	9	)	)	PUNCT
gist-694	216	1	212	212	NUM
gist-694	216	2	references	reference	NOUN
gist-694	216	3	aristizabal	aristizabal	ADJ
gist-694	216	4	,	,	PUNCT
gist-694	216	5	j.	j.	PROPN
gist-694	216	6	a.	a.	PROPN
gist-694	216	7	(	(	PUNCT
gist-694	216	8	2016	2016	NUM
gist-694	216	9	)	)	PUNCT
gist-694	216	10	.	.	PUNCT
gist-694	217	1	analítica	analítica	PROPN
gist-694	217	2	de	de	X
gist-694	217	3	datos	datos	X
gist-694	217	4	de	de	PROPN
gist-694	217	5	aprendizaje	aprendizaje	PROPN
gist-694	217	6	(	(	PUNCT
gist-694	217	7	ada	ada	PROPN
gist-694	217	8	)	)	PUNCT
gist-694	217	9	y	y	PROPN
gist-694	217	10	gestión	gestión	PROPN
gist-694	217	11	educativa	educativa	PROPN
gist-694	217	12	.	.	PUNCT
gist-694	218	1	gestión	gestión	PROPN
gist-694	218	2	de	de	PROPN
gist-694	218	3	la	la	PROPN
gist-694	218	4	educación	educación	PROPN
gist-694	218	5	,	,	PUNCT
gist-694	218	6	1(2	1(2	NUM
gist-694	218	7	)	)	PUNCT
gist-694	218	8	,	,	PUNCT
gist-694	218	9	149	149	NUM
gist-694	218	10	-	-	SYM
gist-694	218	11	168	168	NUM
gist-694	218	12	.	.	PUNCT
gist-694	219	1	doi	doi	NOUN
gist-694	219	2	:	:	PUNCT
gist-694	219	3	http://dx.doi.org/10.15517/rge.v1i2.25499	http://dx.doi.org/10.15517/rge.v1i2.25499	NUM
gist-694	219	4	aristizábal	aristizábal	PROPN
gist-694	219	5	,	,	PUNCT
gist-694	219	6	j.	j.	PROPN
gist-694	219	7	a.	a.	PROPN
gist-694	219	8	(	(	PUNCT
gist-694	219	9	2017	2017	NUM
gist-694	219	10	)	)	PUNCT
gist-694	219	11	.	.	PUNCT
gist-694	220	1	diseño	diseño	PROPN
gist-694	220	2	y	y	PROPN
gist-694	220	3	aportes	aporte	VERB
gist-694	220	4	de	de	PROPN
gist-694	220	5	un	un	PROPN
gist-694	220	6	modelo	modelo	PROPN
gist-694	220	7	para	para	PROPN
gist-694	220	8	minería	minería	PROPN
gist-694	220	9	de	de	PROPN
gist-694	220	10	datos	datos	X
gist-694	220	11	educativos	educativos	PROPN
gist-694	220	12	en	en	ADP
gist-694	220	13	aulas	aulas	PROPN
gist-694	220	14	de	de	PROPN
gist-694	220	15	educación	educación	PROPN
gist-694	220	16	media	media	PROPN
gist-694	220	17	de	de	X
gist-694	220	18	carácter	carácter	X
gist-694	220	19	presencial	presencial	NOUN
gist-694	220	20	.	.	PUNCT
gist-694	221	1	(	(	PUNCT
gist-694	221	2	tesis	tesis	PROPN
gist-694	221	3	de	de	X
gist-694	221	4	doctorado	doctorado	PROPN
gist-694	221	5	)	)	PUNCT
gist-694	221	6	.	.	PUNCT
gist-694	222	1	universidad	universidad	PROPN
gist-694	222	2	santo	santo	PROPN
gist-694	222	3	tomás	tomás	PROPN
gist-694	222	4	,	,	PUNCT
gist-694	222	5	bogotá	bogotá	NOUN
gist-694	222	6	,	,	PUNCT
gist-694	222	7	colombia	colombia	PROPN
gist-694	222	8	.	.	PUNCT
gist-694	223	1	retrieved	retrieve	VERB
gist-694	223	2	from	from	ADP
gist-694	223	3	http://hdl.handle.net/11634/3945	http://hdl.handle.net/11634/3945	PROPN
gist-694	223	4	baker	baker	PROPN
gist-694	223	5	,	,	PUNCT
gist-694	223	6	r.	r.	PROPN
gist-694	223	7	,	,	PUNCT
gist-694	223	8	&	&	CCONJ
gist-694	223	9	yacef	yacef	PROPN
gist-694	223	10	,	,	PUNCT
gist-694	223	11	k.	k.	PROPN
gist-694	223	12	(	(	PUNCT
gist-694	223	13	2009	2009	NUM
gist-694	223	14	)	)	PUNCT
gist-694	223	15	.	.	PUNCT
gist-694	224	1	editorial	editorial	ADJ
gist-694	224	2	welcome	welcome	NOUN
gist-694	224	3	.	.	PUNCT
gist-694	225	1	jedm	jedm	PROPN
gist-694	226	1	|	|	PROPN
gist-694	226	2	journal	journal	NOUN
gist-694	226	3	of	of	ADP
gist-694	226	4	educational	educational	ADJ
gist-694	226	5	data	datum	NOUN
gist-694	226	6	mining	mining	NOUN
gist-694	226	7	,	,	PUNCT
gist-694	226	8	1(1	1(1	NUM
gist-694	226	9	)	)	PUNCT
gist-694	226	10	,	,	PUNCT
gist-694	226	11	1	1	NUM
gist-694	226	12	-	-	SYM
gist-694	226	13	3	3	NUM
gist-694	226	14	.	.	PUNCT
gist-694	226	15	retrieved	retrieve	VERB
gist-694	226	16	from	from	ADP
gist-694	226	17	https://jedm	https://jedm	PROPN
gist-694	226	18	.	.	PUNCT
gist-694	227	1	educationaldatamining.org/index.php/jedm/article/view/6	educationaldatamining.org/index.php/jedm/article/view/6	PROPN
gist-694	227	2	chen	chen	PROPN
gist-694	227	3	,	,	PUNCT
gist-694	227	4	m.	m.	NOUN
gist-694	227	5	,	,	PUNCT
gist-694	227	6	et	et	PROPN
gist-694	227	7	al	al	PROPN
gist-694	227	8	(	(	PUNCT
gist-694	227	9	2009	2009	NUM
gist-694	227	10	)	)	PUNCT
gist-694	227	11	.	.	PUNCT
gist-694	228	1	data	datum	NOUN
gist-694	228	2	,	,	PUNCT
gist-694	228	3	information	information	NOUN
gist-694	228	4	,	,	PUNCT
gist-694	228	5	and	and	CCONJ
gist-694	228	6	knowledge	knowledge	NOUN
gist-694	228	7	in	in	ADP
gist-694	228	8	visualization	visualization	NOUN
gist-694	228	9	.	.	PUNCT
gist-694	229	1	computer	computer	NOUN
gist-694	229	2	graphics	graphic	NOUN
gist-694	229	3	and	and	CCONJ
gist-694	229	4	applications	application	NOUN
gist-694	229	5	,	,	PUNCT
gist-694	229	6	ieee	ieee	NOUN
gist-694	229	7	,	,	PUNCT
gist-694	229	8	29(1	29(1	NUM
gist-694	229	9	)	)	PUNCT
gist-694	229	10	,	,	PUNCT
gist-694	229	11	12	12	NUM
gist-694	229	12	-	-	SYM
gist-694	229	13	19	19	NUM
gist-694	229	14	.	.	PUNCT
gist-694	229	15	retrieved	retrieve	VERB
gist-694	229	16	from	from	ADP
gist-694	229	17	https://www.purdue.edu/discoverypark/vaccine/assets/pdfs/	https://www.purdue.edu/discoverypark/vaccine/assets/pdfs/	NOUN
gist-694	229	18	publications	publication	NOUN
gist-694	229	19	/	/	SYM
gist-694	229	20	pdf	pdf	NOUN
gist-694	229	21	/	/	SYM
gist-694	229	22	data%20information%20and%20knowledge.pdf	data%20information%20and%20knowledge.pdf	PROPN
gist-694	229	23	cook	cook	NOUN
gist-694	229	24	,	,	PUNCT
gist-694	229	25	k.	k.	PROPN
gist-694	229	26	a.	a.	PROPN
gist-694	229	27	,	,	PUNCT
gist-694	229	28	&	&	CCONJ
gist-694	229	29	thomas	thomas	PROPN
gist-694	229	30	,	,	PUNCT
gist-694	229	31	j.	j.	PROPN
gist-694	229	32	j.	j.	PROPN
gist-694	229	33	(	(	PUNCT
gist-694	229	34	eds	eds	PROPN
gist-694	229	35	)	)	PUNCT
gist-694	229	36	.	.	PUNCT
gist-694	230	1	(	(	PUNCT
gist-694	230	2	2005	2005	NUM
gist-694	230	3	)	)	PUNCT
gist-694	230	4	.	.	PUNCT
gist-694	231	1	illuminating	illuminate	VERB
gist-694	231	2	the	the	DET
gist-694	231	3	path	path	NOUN
gist-694	231	4	:	:	PUNCT
gist-694	231	5	the	the	DET
gist-694	231	6	research	research	NOUN
gist-694	231	7	and	and	CCONJ
gist-694	231	8	development	development	NOUN
gist-694	231	9	agenda	agenda	NOUN
gist-694	231	10	for	for	ADP
gist-694	231	11	visual	visual	ADJ
gist-694	231	12	analytics	analytic	NOUN
gist-694	231	13	.	.	PUNCT
gist-694	232	1	richland	richland	PROPN
gist-694	232	2	,	,	PUNCT
gist-694	232	3	wa	wa	NOUN
gist-694	232	4	:	:	PUNCT
gist-694	232	5	pacific	pacific	PROPN
gist-694	232	6	northwest	northwest	PROPN
gist-694	232	7	national	national	PROPN
gist-694	232	8	laboratory	laboratory	PROPN
gist-694	232	9	.	.	PUNCT
gist-694	233	1	elias	elias	PROPN
gist-694	233	2	,	,	PUNCT
gist-694	233	3	t.	t.	PROPN
gist-694	233	4	(	(	PUNCT
gist-694	233	5	2011	2011	NUM
gist-694	233	6	)	)	PUNCT
gist-694	233	7	.	.	PUNCT
gist-694	234	1	learning	learn	VERB
gist-694	234	2	analytics	analytic	NOUN
gist-694	234	3	:	:	PUNCT
gist-694	234	4	definitions	definition	NOUN
gist-694	234	5	,	,	PUNCT
gist-694	234	6	processes	process	NOUN
gist-694	234	7	and	and	CCONJ
gist-694	234	8	potential	potential	NOUN
gist-694	234	9	.	.	PUNCT
gist-694	235	1	retrieved	retrieve	VERB
gist-694	235	2	from	from	ADP
gist-694	235	3	https://pdfs.semanticscholar.org/732e/	https://pdfs.semanticscholar.org/732e/	PRON
gist-694	235	4	452659685fe3950b0e515a28ce89d9c5592a.pdf	452659685fe3950b0e515a28ce89d9c5592a.pdf	DET
gist-694	235	5	goebel	goebel	NOUN
gist-694	235	6	,	,	PUNCT
gist-694	235	7	m.	m.	NOUN
gist-694	235	8	,	,	PUNCT
gist-694	235	9	&	&	CCONJ
gist-694	235	10	gruenwald	gruenwald	PROPN
gist-694	235	11	,	,	PUNCT
gist-694	235	12	l.	l.	PROPN
gist-694	235	13	(	(	PUNCT
gist-694	235	14	1999	1999	NUM
gist-694	235	15	)	)	PUNCT
gist-694	235	16	.	.	PUNCT
gist-694	236	1	a	a	DET
gist-694	236	2	survey	survey	NOUN
gist-694	236	3	of	of	ADP
gist-694	236	4	data	datum	NOUN
gist-694	236	5	mining	mining	NOUN
gist-694	236	6	and	and	CCONJ
gist-694	236	7	knowledge	knowledge	NOUN
gist-694	236	8	discovery	discovery	NOUN
gist-694	236	9	software	software	NOUN
gist-694	236	10	tools	tool	NOUN
gist-694	236	11	.	.	PUNCT
gist-694	237	1	acm	acm	NOUN
gist-694	237	2	sigkdd	sigkdd	VERB
gist-694	237	3	explorations	exploration	NOUN
gist-694	237	4	newsletter	newsletter	NOUN
gist-694	237	5	,	,	PUNCT
gist-694	237	6	1(1	1(1	NUM
gist-694	237	7	)	)	PUNCT
gist-694	237	8	,	,	PUNCT
gist-694	237	9	20	20	NUM
gist-694	237	10	-	-	SYM
gist-694	237	11	33	33	NUM
gist-694	237	12	.	.	PUNCT
gist-694	238	1	retrieved	retrieve	VERB
gist-694	238	2	from	from	ADP
gist-694	238	3	http://kdd.org/exploration	http://kdd.org/exploration	NOUN
gist-694	238	4	_	_	PUNCT
gist-694	238	5	files	file	NOUN
gist-694	238	6	/	/	SYM
gist-694	238	7	survey.pdf	survey.pdf	PROPN
gist-694	238	8	goldstein	goldstein	PROPN
gist-694	238	9	,	,	PUNCT
gist-694	238	10	p.	p.	PROPN
gist-694	238	11	j.	j.	PROPN
gist-694	238	12	,	,	PUNCT
gist-694	238	13	&	&	CCONJ
gist-694	238	14	katz	katz	PROPN
gist-694	238	15	,	,	PUNCT
gist-694	238	16	r.	r.	PROPN
gist-694	238	17	n.	n.	PROPN
gist-694	238	18	(	(	PUNCT
gist-694	238	19	2005	2005	NUM
gist-694	238	20	)	)	PUNCT
gist-694	238	21	.	.	PUNCT
gist-694	239	1	academic	academic	ADJ
gist-694	239	2	analytics	analytic	NOUN
gist-694	239	3	:	:	PUNCT
gist-694	239	4	the	the	DET
gist-694	239	5	uses	use	NOUN
gist-694	239	6	of	of	ADP
gist-694	239	7	management	management	NOUN
gist-694	239	8	information	information	NOUN
gist-694	239	9	and	and	CCONJ
gist-694	239	10	technology	technology	NOUN
gist-694	239	11	in	in	ADP
gist-694	239	12	higher	high	ADJ
gist-694	239	13	education	education	NOUN
gist-694	239	14	.	.	PUNCT
gist-694	240	1	vol	vol	NOUN
gist-694	240	2	.	.	PROPN
gist-694	240	3	8	8	NUM
gist-694	240	4	,	,	PUNCT
gist-694	240	5	pp	pp	ADJ
gist-694	240	6	.	.	PUNCT
gist-694	241	1	1	1	NUM
gist-694	241	2	-	-	SYM
gist-694	241	3	12	12	NUM
gist-694	241	4	.	.	PUNCT
gist-694	242	1	educause	educause	NOUN
gist-694	242	2	.	.	PUNCT
gist-694	243	1	retrieved	retrieve	VERB
gist-694	243	2	from	from	ADP
gist-694	243	3	https://www.educause.edu/ir/	https://www.educause.edu/ir/	PROPN
gist-694	243	4	library	library	NOUN
gist-694	243	5	/	/	SYM
gist-694	243	6	pdf/	pdf/	NOUN
gist-694	243	7	ers0508	ers0508	NOUN
gist-694	243	8	/	/	SYM
gist-694	243	9	rs	rs	NOUN
gist-694	243	10	/	/	SYM
gist-694	243	11	ers0508w.pdf	ers0508w.pdf	PROPN
gist-694	243	12	nwea	nwea	NOUN
gist-694	243	13	.	.	PUNCT
gist-694	244	1	(	(	PUNCT
gist-694	244	2	2016	2016	NUM
gist-694	244	3	)	)	PUNCT
gist-694	244	4	.	.	PUNCT
gist-694	245	1	how	how	SCONJ
gist-694	245	2	realiable	realiable	ADJ
gist-694	245	3	are	be	AUX
gist-694	245	4	map	map	NOUN
gist-694	245	5	test	test	NOUN
gist-694	245	6	results	result	NOUN
gist-694	245	7	?	?	PUNCT
gist-694	246	1	retrieved	retrieve	VERB
gist-694	246	2	from	from	ADP
gist-694	246	3	https://community.nwea.org/docs/doc-1924	https://community.nwea.org/docs/doc-1924	NOUN
gist-694	246	4	papamitsiou	papamitsiou	NOUN
gist-694	246	5	,	,	PUNCT
gist-694	246	6	z.	z.	PROPN
gist-694	246	7	,	,	PUNCT
gist-694	246	8	&	&	CCONJ
gist-694	246	9	economides	economide	NOUN
gist-694	246	10	,	,	PUNCT
gist-694	246	11	a.	a.	NOUN
gist-694	246	12	(	(	PUNCT
gist-694	246	13	2014	2014	NUM
gist-694	246	14	)	)	PUNCT
gist-694	246	15	.	.	PUNCT
gist-694	247	1	learning	learn	VERB
gist-694	247	2	analytics	analytic	NOUN
gist-694	247	3	and	and	CCONJ
gist-694	247	4	educational	educational	ADJ
gist-694	247	5	data	datum	NOUN
gist-694	247	6	mining	mining	NOUN
gist-694	247	7	in	in	ADP
gist-694	247	8	practice	practice	NOUN
gist-694	247	9	:	:	PUNCT
gist-694	247	10	a	a	DET
gist-694	247	11	systematic	systematic	ADJ
gist-694	247	12	literature	literature	NOUN
gist-694	247	13	review	review	NOUN
gist-694	247	14	of	of	ADP
gist-694	247	15	empirical	empirical	ADJ
gist-694	247	16	evidence	evidence	NOUN
gist-694	247	17	.	.	PUNCT
gist-694	248	1	educational	educational	ADJ
gist-694	248	2	technology	technology	PROPN
gist-694	248	3	&	&	CCONJ
gist-694	248	4	society	society	NOUN
gist-694	248	5	,	,	PUNCT
gist-694	248	6	17	17	NUM
gist-694	248	7	(	(	PUNCT
gist-694	248	8	4	4	NUM
gist-694	248	9	)	)	PUNCT
gist-694	248	10	,	,	PUNCT
gist-694	248	11	49–64	49–64	PROPN
gist-694	248	12	.	.	PUNCT
gist-694	248	13	retrieved	retrieve	VERB
gist-694	248	14	from	from	ADP
gist-694	248	15	http://www.ifets.info/journals/17_4/4	http://www.ifets.info/journals/17_4/4	PROPN
gist-694	248	16	.	.	PUNCT
gist-694	249	1	pdf	pdf	NOUN
gist-694	249	2	learning	learn	VERB
gist-694	249	3	analytics	analytic	NOUN
gist-694	249	4	to	to	PART
gist-694	249	5	improve	improve	VERB
gist-694	249	6	reading	reading	NOUN
gist-694	249	7	skills	skill	NOUN
gist-694	249	8	aristizábal	aristizábal	PROPN
gist-694	249	9	no	no	NOUN
gist-694	249	10	.	.	PROPN
gist-694	249	11	17	17	NUM
gist-694	249	12	(	(	PUNCT
gist-694	249	13	july	july	PROPN
gist-694	249	14	december	december	PROPN
gist-694	249	15	,	,	PUNCT
gist-694	249	16	2018	2018	NUM
gist-694	249	17	)	)	PUNCT
gist-694	250	1	no	no	INTJ
gist-694	250	2	.	.	NOUN
gist-694	250	3	17	17	NUM
gist-694	250	4	(	(	PUNCT
gist-694	250	5	july	july	PROPN
gist-694	250	6	december	december	PROPN
gist-694	250	7	,	,	PUNCT
gist-694	250	8	2018	2018	NUM
gist-694	250	9	)	)	PUNCT
gist-694	250	10	213	213	NUM
gist-694	250	11	parentau	parentau	NOUN
gist-694	250	12	,	,	PUNCT
gist-694	250	13	j.	j.	PROPN
gist-694	250	14	,	,	PUNCT
gist-694	250	15	sallam	sallam	PROPN
gist-694	250	16	,	,	PUNCT
gist-694	250	17	r.	r.	PROPN
gist-694	250	18	,	,	PUNCT
gist-694	250	19	howson	howson	PROPN
gist-694	250	20	,	,	PUNCT
gist-694	250	21	c.	c.	PROPN
gist-694	250	22	,	,	PUNCT
gist-694	250	23	tapadinhas	tapadinhas	PROPN
gist-694	250	24	,	,	PUNCT
gist-694	250	25	j.	j.	PROPN
gist-694	250	26	,	,	PUNCT
gist-694	250	27	schlegel	schlegel	PROPN
gist-694	250	28	,	,	PUNCT
gist-694	250	29	k.	k.	PROPN
gist-694	250	30	,	,	PUNCT
gist-694	250	31	&	&	CCONJ
gist-694	250	32	oestreich	oestreich	NOUN
gist-694	250	33	,	,	PUNCT
gist-694	250	34	t.	t.	PROPN
gist-694	250	35	(	(	PUNCT
gist-694	250	36	2016	2016	NUM
gist-694	250	37	,	,	PUNCT
gist-694	250	38	4	4	NUM
gist-694	250	39	de	de	X
gist-694	250	40	febrero	febrero	NOUN
gist-694	250	41	)	)	PUNCT
gist-694	250	42	.	.	PUNCT
gist-694	251	1	magic	magic	NOUN
gist-694	251	2	quadrant	quadrant	NOUN
gist-694	251	3	for	for	ADP
gist-694	251	4	business	business	NOUN
gist-694	251	5	intelligence	intelligence	NOUN
gist-694	251	6	and	and	CCONJ
gist-694	251	7	analytics	analytic	NOUN
gist-694	251	8	platforms	platform	NOUN
gist-694	251	9	.	.	PUNCT
gist-694	252	1	recuperado	recuperado	PROPN
gist-694	252	2	de	de	PROPN
gist-694	252	3	https://www	https://www	PROPN
gist-694	252	4	.	.	PUNCT
gist-694	253	1	gartner.com/doc/reprints?id=1-2wqy2zg&ct=160121&st=sb	gartner.com/doc/reprints?id=1-2wqy2zg&ct=160121&st=sb	PROPN
gist-694	253	2	.	.	PUNCT
gist-694	253	3	pechenizkiy	pechenizkiy	PROPN
gist-694	253	4	,	,	PUNCT
gist-694	253	5	m.	m.	NOUN
gist-694	253	6	(	(	PUNCT
gist-694	253	7	2017	2017	NUM
gist-694	253	8	)	)	PUNCT
gist-694	253	9	.	.	PUNCT
gist-694	254	1	from	from	ADP
gist-694	254	2	the	the	DET
gist-694	254	3	president	president	NOUN
gist-694	254	4	of	of	ADP
gist-694	254	5	the	the	DET
gist-694	254	6	international	international	ADJ
gist-694	254	7	educational	educational	ADJ
gist-694	254	8	data	datum	NOUN
gist-694	254	9	mining	mining	NOUN
gist-694	254	10	society	society	NOUN
gist-694	254	11	.	.	PUNCT
gist-694	255	1	in	in	ADP
gist-694	255	2	lang	lang	PROPN
gist-694	255	3	,	,	PUNCT
gist-694	255	4	et	et	PROPN
gist-694	255	5	al	al	PROPN
gist-694	255	6	.	.	PUNCT
gist-694	256	1	(	(	PUNCT
gist-694	256	2	eds	ed	NOUN
gist-694	256	3	.	.	PUNCT
gist-694	256	4	)	)	PUNCT
gist-694	256	5	.	.	PUNCT
gist-694	257	1	handbook	handbook	NOUN
gist-694	257	2	of	of	ADP
gist-694	257	3	learning	learn	VERB
gist-694	257	4	analytics	analytic	NOUN
gist-694	257	5	.	.	PUNCT
gist-694	258	1	retrieved	retrieve	VERB
gist-694	258	2	from	from	ADP
gist-694	258	3	www.solarresearch.com	www.solarresearch.com	PROPN
gist-694	258	4	.	.	PUNCT
gist-694	259	1	doi	doi	NOUN
gist-694	259	2	:	:	PUNCT
gist-694	259	3	10.18608	10.18608	NUM
gist-694	259	4	/	/	SYM
gist-694	259	5	hla17	hla17	NOUN
gist-694	259	6	prabhu	prabhu	NOUN
gist-694	259	7	,	,	PUNCT
gist-694	259	8	s.	s.	PROPN
gist-694	259	9	,	,	PUNCT
gist-694	259	10	&	&	CCONJ
gist-694	259	11	venatesan	venatesan	NOUN
gist-694	259	12	,	,	PUNCT
gist-694	259	13	n.	n.	NOUN
gist-694	259	14	(	(	PUNCT
gist-694	259	15	2007	2007	NUM
gist-694	259	16	)	)	PUNCT
gist-694	259	17	.	.	PUNCT
gist-694	260	1	data	datum	NOUN
gist-694	260	2	mining	mining	NOUN
gist-694	260	3	and	and	CCONJ
gist-694	260	4	warehousing	warehousing	NOUN
gist-694	260	5	.	.	PUNCT
gist-694	261	1	new	new	ADJ
gist-694	261	2	delhi	delhi	PROPN
gist-694	261	3	:	:	PUNCT
gist-694	261	4	new	new	ADJ
gist-694	261	5	age	age	NOUN
gist-694	261	6	international	international	PROPN
gist-694	261	7	.	.	PUNCT
gist-694	262	1	romero	romero	PROPN
gist-694	262	2	,	,	PUNCT
gist-694	262	3	c.	c.	PROPN
gist-694	262	4	,	,	PUNCT
gist-694	262	5	&	&	CCONJ
gist-694	262	6	ventura	ventura	PROPN
gist-694	262	7	,	,	PUNCT
gist-694	262	8	s.	s.	PROPN
gist-694	262	9	(	(	PUNCT
gist-694	262	10	2007	2007	NUM
gist-694	262	11	)	)	PUNCT
gist-694	262	12	.	.	PUNCT
gist-694	263	1	educational	educational	ADJ
gist-694	263	2	data	datum	NOUN
gist-694	263	3	mining	mining	NOUN
gist-694	263	4	:	:	PUNCT
gist-694	263	5	a	a	DET
gist-694	263	6	survey	survey	NOUN
gist-694	263	7	from	from	ADP
gist-694	263	8	1995	1995	NUM
gist-694	263	9	to	to	ADP
gist-694	263	10	2005	2005	NUM
gist-694	263	11	.	.	PUNCT
gist-694	264	1	expert	expert	NOUN
gist-694	264	2	systems	system	NOUN
gist-694	264	3	with	with	ADP
gist-694	264	4	applications	application	NOUN
gist-694	264	5	,	,	PUNCT
gist-694	264	6	33(1	33(1	NUM
gist-694	264	7	)	)	PUNCT
gist-694	264	8	,	,	PUNCT
gist-694	264	9	135	135	NUM
gist-694	264	10	-	-	SYM
gist-694	264	11	146	146	NUM
gist-694	264	12	.	.	PUNCT
gist-694	264	13	retrieved	retrieve	VERB
gist-694	264	14	from	from	ADP
gist-694	264	15	http://airccse.org/journal/ijdms/papers/5313ijdms04	http://airccse.org/journal/ijdms/papers/5313ijdms04	ADV
gist-694	264	16	.	.	PUNCT
gist-694	265	1	pdf	pdf	PROPN
gist-694	265	2	romero	romero	PROPN
gist-694	265	3	,	,	PUNCT
gist-694	265	4	c.	c.	PROPN
gist-694	265	5	,	,	PUNCT
gist-694	265	6	ventura	ventura	PROPN
gist-694	265	7	,	,	PUNCT
gist-694	265	8	s.	s.	PROPN
gist-694	265	9	,	,	PUNCT
gist-694	265	10	pechenizkiy	pechenizkiy	NOUN
gist-694	265	11	,	,	PUNCT
gist-694	265	12	m.	m.	NOUN
gist-694	265	13	,	,	PUNCT
gist-694	265	14	&	&	CCONJ
gist-694	265	15	baker	baker	PROPN
gist-694	265	16	,	,	PUNCT
gist-694	265	17	r.	r.	PROPN
gist-694	265	18	s.	s.	PROPN
gist-694	265	19	(	(	PUNCT
gist-694	265	20	eds	eds	PROPN
gist-694	265	21	.	.	PUNCT
gist-694	265	22	)	)	PUNCT
gist-694	265	23	.	.	PUNCT
gist-694	266	1	(	(	PUNCT
gist-694	266	2	2011	2011	NUM
gist-694	266	3	)	)	PUNCT
gist-694	266	4	.	.	PUNCT
gist-694	267	1	handbook	handbook	NOUN
gist-694	267	2	of	of	ADP
gist-694	267	3	educational	educational	ADJ
gist-694	267	4	data	datum	NOUN
gist-694	267	5	mining	mining	NOUN
gist-694	267	6	.	.	PUNCT
gist-694	268	1	boca	boca	PROPN
gist-694	268	2	ratón	ratón	PROPN
gist-694	268	3	,	,	PUNCT
gist-694	268	4	fl	fl	PROPN
gist-694	268	5	:	:	PUNCT
gist-694	268	6	crc	crc	NOUN
gist-694	268	7	press	press	NOUN
gist-694	268	8	.	.	PUNCT
gist-694	269	1	shum	shum	PROPN
gist-694	269	2	,	,	PUNCT
gist-694	269	3	s.	s.	PROPN
gist-694	269	4	&	&	CCONJ
gist-694	269	5	crick	crick	PROPN
gist-694	269	6	,	,	PUNCT
gist-694	269	7	r.	r.	PROPN
gist-694	269	8	d.	d.	PROPN
gist-694	269	9	(	(	PUNCT
gist-694	269	10	2016	2016	NUM
gist-694	269	11	)	)	PUNCT
gist-694	269	12	.	.	PUNCT
gist-694	270	1	learning	learn	VERB
gist-694	270	2	analytics	analytic	NOUN
gist-694	270	3	for	for	ADP
gist-694	270	4	21st	21st	ADJ
gist-694	270	5	century	century	NOUN
gist-694	270	6	competencies	competency	NOUN
gist-694	270	7	.	.	PUNCT
gist-694	271	1	journal	journal	NOUN
gist-694	271	2	of	of	ADP
gist-694	271	3	learning	learn	VERB
gist-694	271	4	analytics	analytic	NOUN
gist-694	271	5	,	,	PUNCT
gist-694	271	6	3(2	3(2	NUM
gist-694	271	7	)	)	PUNCT
gist-694	271	8	,	,	PUNCT
gist-694	271	9	6	6	NUM
gist-694	271	10	-	-	SYM
gist-694	271	11	21	21	NUM
gist-694	271	12	.	.	PUNCT
gist-694	271	13	retrieved	retrieve	VERB
gist-694	271	14	from	from	ADP
gist-694	271	15	http://files.eric.ed.gov/fulltext/ej1126768.pdf	http://files.eric.ed.gov/fulltext/ej1126768.pdf	ADJ
gist-694	271	16	tempelaar	tempelaar	NOUN
gist-694	271	17	,	,	PUNCT
gist-694	271	18	d.	d.	PROPN
gist-694	271	19	t.	t.	PROPN
gist-694	271	20	,	,	PUNCT
gist-694	271	21	heck	heck	INTJ
gist-694	271	22	,	,	PUNCT
gist-694	271	23	a.	a.	NOUN
gist-694	271	24	,	,	PUNCT
gist-694	271	25	cuypers	cuyper	NOUN
gist-694	271	26	,	,	PUNCT
gist-694	271	27	h.	h.	PROPN
gist-694	271	28	,	,	PUNCT
gist-694	271	29	van	van	PROPN
gist-694	271	30	der	der	PROPN
gist-694	271	31	kooij	kooij	PROPN
gist-694	271	32	,	,	PUNCT
gist-694	271	33	h.	h.	PROPN
gist-694	271	34	,	,	PUNCT
gist-694	271	35	&	&	CCONJ
gist-694	271	36	van	van	PROPN
gist-694	271	37	de	de	PROPN
gist-694	271	38	vrie	vrie	NOUN
gist-694	271	39	,	,	PUNCT
gist-694	271	40	e.	e.	PROPN
gist-694	271	41	(	(	PUNCT
gist-694	271	42	2013	2013	NUM
gist-694	271	43	,	,	PUNCT
gist-694	271	44	)	)	PUNCT
gist-694	271	45	.	.	PUNCT
gist-694	272	1	formative	formative	ADJ
gist-694	272	2	assessment	assessment	NOUN
gist-694	272	3	and	and	CCONJ
gist-694	272	4	learning	learn	VERB
gist-694	272	5	analytics	analytic	NOUN
gist-694	272	6	.	.	PUNCT
gist-694	273	1	in	in	ADP
gist-694	273	2	proceedings	proceeding	NOUN
gist-694	273	3	of	of	ADP
gist-694	273	4	the	the	DET
gist-694	273	5	third	third	ADJ
gist-694	273	6	international	international	ADJ
gist-694	273	7	conference	conference	NOUN
gist-694	273	8	on	on	ADP
gist-694	273	9	learning	learn	VERB
gist-694	273	10	analytics	analytic	NOUN
gist-694	273	11	and	and	CCONJ
gist-694	273	12	knowledge	knowledge	NOUN
gist-694	273	13	.	.	PUNCT
gist-694	274	1	p.	p.	NOUN
gist-694	274	2	205	205	NUM
gist-694	274	3	-	-	SYM
gist-694	274	4	209	209	NUM
gist-694	274	5	.	.	PUNCT
gist-694	275	1	acm	acm	PROPN
gist-694	275	2	.	.	PUNCT
gist-694	275	3	doi:10.1145/2460296.2460337	doi:10.1145/2460296.2460337	PROPN
gist-694	275	4	veldkamp	veldkamp	PROPN
gist-694	275	5	,	,	PUNCT
gist-694	275	6	b.	b.	PROPN
gist-694	275	7	p.	p.	PROPN
gist-694	275	8	,	,	PUNCT
gist-694	275	9	&	&	CCONJ
gist-694	275	10	matteucci	matteucci	PROPN
gist-694	275	11	,	,	PUNCT
gist-694	275	12	m.	m.	NOUN
gist-694	275	13	(	(	PUNCT
gist-694	275	14	2013	2013	NUM
gist-694	275	15	)	)	PUNCT
gist-694	275	16	.	.	PUNCT
gist-694	276	1	bayesian	bayesian	NOUN
gist-694	276	2	computerized	computerize	VERB
gist-694	276	3	adaptive	adaptive	ADJ
gist-694	276	4	testing	testing	NOUN
gist-694	276	5	.	.	PUNCT
gist-694	277	1	ensaio	ensaio	NOUN
gist-694	277	2	:	:	PUNCT
gist-694	277	3	avaliação	avaliação	PROPN
gist-694	277	4	e	e	PROPN
gist-694	277	5	políticas	políticas	PROPN
gist-694	277	6	públicas	públicas	PROPN
gist-694	277	7	em	em	PROPN
gist-694	277	8	educação	educação	PROPN
gist-694	277	9	,	,	PUNCT
gist-694	277	10	21(78	21(78	PROPN
gist-694	277	11	)	)	PUNCT
gist-694	277	12	,	,	PUNCT
gist-694	277	13	57	57	NUM
gist-694	277	14	-	-	SYM
gist-694	277	15	82	82	NUM
gist-694	277	16	.	.	PUNCT
gist-694	278	1	verbert	verbert	PROPN
gist-694	278	2	,	,	PUNCT
gist-694	278	3	k.	k.	PROPN
gist-694	278	4	,	,	PUNCT
gist-694	278	5	manouselis	manouselis	PROPN
gist-694	278	6	,	,	PUNCT
gist-694	278	7	n.	n.	NOUN
gist-694	278	8	,	,	PUNCT
gist-694	278	9	drachsler	drachsler	PROPN
gist-694	278	10	,	,	PUNCT
gist-694	278	11	h.	h.	PROPN
gist-694	278	12	,	,	PUNCT
gist-694	278	13	&	&	CCONJ
gist-694	278	14	duval	duval	PROPN
gist-694	278	15	,	,	PUNCT
gist-694	278	16	e.	e.	PROPN
gist-694	278	17	(	(	PUNCT
gist-694	278	18	2012	2012	NUM
gist-694	278	19	)	)	PUNCT
gist-694	278	20	.	.	PUNCT
gist-694	279	1	datasetdriven	datasetdriven	PROPN
gist-694	279	2	research	research	NOUN
gist-694	279	3	to	to	PART
gist-694	279	4	support	support	VERB
gist-694	279	5	learning	learning	NOUN
gist-694	279	6	and	and	CCONJ
gist-694	279	7	knowledge	knowledge	NOUN
gist-694	279	8	analytics	analytic	NOUN
gist-694	279	9	.	.	PUNCT
gist-694	280	1	journal	journal	PROPN
gist-694	280	2	of	of	ADP
gist-694	280	3	educational	educational	ADJ
gist-694	280	4	technology	technology	NOUN
gist-694	280	5	&	&	CCONJ
gist-694	280	6	society	society	NOUN
gist-694	280	7	,	,	PUNCT
gist-694	280	8	15(3	15(3	NUM
gist-694	280	9	)	)	PUNCT
gist-694	280	10	,	,	PUNCT
gist-694	280	11	133	133	NUM
gist-694	280	12	.	.	PUNCT
gist-694	280	13	weiss	weiss	PROPN
gist-694	280	14	,	,	PUNCT
gist-694	280	15	d.	d.	PROPN
gist-694	280	16	j.	j.	PROPN
gist-694	280	17	(	(	PUNCT
gist-694	280	18	2004	2004	NUM
gist-694	280	19	)	)	PUNCT
gist-694	280	20	.	.	PUNCT
gist-694	281	1	computerized	computerize	VERB
gist-694	281	2	adaptive	adaptive	ADJ
gist-694	281	3	testing	testing	NOUN
gist-694	281	4	for	for	ADP
gist-694	281	5	effective	effective	ADJ
gist-694	281	6	and	and	CCONJ
gist-694	281	7	efficient	efficient	ADJ
gist-694	281	8	measurement	measurement	NOUN
gist-694	281	9	in	in	ADP
gist-694	281	10	counseling	counseling	NOUN
gist-694	281	11	and	and	CCONJ
gist-694	281	12	education	education	NOUN
gist-694	281	13	.	.	PUNCT
gist-694	282	1	measurement	measurement	NOUN
gist-694	282	2	and	and	CCONJ
gist-694	282	3	evaluation	evaluation	NOUN
gist-694	282	4	in	in	ADP
gist-694	282	5	counseling	counseling	NOUN
gist-694	282	6	and	and	CCONJ
gist-694	282	7	development	development	NOUN
gist-694	282	8	,	,	PUNCT
gist-694	282	9	37(2	37(2	PROPN
gist-694	282	10	)	)	PUNCT
gist-694	282	11	,	,	PUNCT
gist-694	282	12	70	70	X
gist-694	282	13	.	.	PUNCT
gist-694	283	1	learning	learn	VERB
gist-694	283	2	analytics	analytic	NOUN
gist-694	283	3	to	to	PART
gist-694	283	4	improve	improve	VERB
gist-694	283	5	reading	reading	NOUN
gist-694	283	6	skills	skill	NOUN
gist-694	283	7	aristizábal	aristizábal	PROPN
gist-694	283	8	no	no	NOUN
gist-694	283	9	.	.	PROPN
gist-694	283	10	17	17	NUM
gist-694	283	11	(	(	PUNCT
gist-694	283	12	july	july	PROPN
gist-694	283	13	december	december	PROPN
gist-694	283	14	,	,	PUNCT
gist-694	283	15	2018	2018	NUM
gist-694	283	16	)	)	PUNCT
gist-694	284	1	no	no	INTJ
gist-694	284	2	.	.	NOUN
gist-694	284	3	17	17	NUM
gist-694	284	4	(	(	PUNCT
gist-694	284	5	july	july	PROPN
gist-694	284	6	december	december	PROPN
gist-694	284	7	,	,	PUNCT
gist-694	284	8	2018	2018	NUM
gist-694	284	9	)	)	PUNCT
gist-694	284	10	214	214	NUM
gist-694	284	11	author	author	NOUN
gist-694	284	12	*	*	PUNCT
gist-694	284	13	jorge	jorge	PROPN
gist-694	284	14	alexander	alexander	PROPN
gist-694	284	15	aristizábal	aristizábal	PROPN
gist-694	284	16	is	be	AUX
gist-694	284	17	currently	currently	ADV
gist-694	284	18	the	the	DET
gist-694	284	19	associate	associate	ADJ
gist-694	284	20	director	director	NOUN
gist-694	284	21	of	of	ADP
gist-694	284	22	teaching	teaching	NOUN
gist-694	284	23	and	and	CCONJ
gist-694	284	24	learning	learn	VERB
gist-694	284	25	at	at	ADP
gist-694	284	26	the	the	DET
gist-694	284	27	international	international	ADJ
gist-694	284	28	school	school	NOUN
gist-694	284	29	ho	ho	PROPN
gist-694	284	30	chi	chi	PROPN
gist-694	284	31	minh	minh	PROPN
gist-694	284	32	city	city	PROPN
gist-694	284	33	american	american	PROPN
gist-694	284	34	academy	academy	PROPN
gist-694	284	35	in	in	ADP
gist-694	284	36	vietnam	vietnam	PROPN
gist-694	284	37	.	.	PUNCT
gist-694	285	1	prior	prior	ADV
gist-694	285	2	to	to	ADP
gist-694	285	3	this	this	DET
gist-694	285	4	post	post	NOUN
gist-694	285	5	,	,	PUNCT
gist-694	285	6	he	he	PRON
gist-694	285	7	was	be	AUX
gist-694	285	8	the	the	DET
gist-694	285	9	assessment	assessment	NOUN
gist-694	285	10	coordinator	coordinator	NOUN
gist-694	285	11	at	at	ADP
gist-694	285	12	colegio	colegio	PROPN
gist-694	285	13	nueva	nueva	PROPN
gist-694	285	14	granada	granada	PROPN
gist-694	285	15	and	and	CCONJ
gist-694	285	16	professor	professor	NOUN
gist-694	285	17	of	of	ADP
gist-694	285	18	education	education	NOUN
gist-694	285	19	and	and	CCONJ
gist-694	285	20	technology	technology	NOUN
gist-694	285	21	at	at	ADP
gist-694	285	22	unica	unica	PROPN
gist-694	285	23	,	,	PUNCT
gist-694	285	24	both	both	CCONJ
gist-694	285	25	in	in	ADP
gist-694	285	26	bogotá	bogotá	NOUN
gist-694	285	27	,	,	PUNCT
gist-694	285	28	colombia	colombia	PROPN
gist-694	285	29	.	.	PUNCT
gist-694	286	1	he	he	PRON
gist-694	286	2	holds	hold	VERB
gist-694	286	3	a	a	DET
gist-694	286	4	doctorate	doctorate	NOUN
gist-694	286	5	in	in	ADP
gist-694	286	6	education	education	NOUN
gist-694	286	7	from	from	ADP
gist-694	286	8	universidad	universidad	PROPN
gist-694	286	9	santo	santo	PROPN
gist-694	286	10	tomás	tomás	NOUN
gist-694	286	11	;	;	PUNCT
gist-694	286	12	an	an	DET
gist-694	286	13	mba	mba	NOUN
gist-694	286	14	from	from	ADP
gist-694	286	15	universidad	universidad	PROPN
gist-694	286	16	de	de	X
gist-694	286	17	alcalá	alcalá	PROPN
gist-694	286	18	,	,	PUNCT
gist-694	286	19	spain	spain	PROPN
gist-694	286	20	;	;	PUNCT
gist-694	286	21	m.ed	m.e	VERB
gist-694	286	22	from	from	ADP
gist-694	286	23	universidad	universidad	PROPN
gist-694	286	24	externado	externado	VERB
gist-694	286	25	de	de	X
gist-694	286	26	colombia	colombia	PROPN
gist-694	286	27	;	;	PUNCT
gist-694	286	28	and	and	CCONJ
gist-694	286	29	a	a	DET
gist-694	286	30	mdq	mdq	NOUN
gist-694	286	31	and	and	CCONJ
gist-694	286	32	b.a	b.a	PROPN
gist-694	286	33	.	.	PROPN
gist-694	286	34	in	in	ADP
gist-694	286	35	chemistry	chemistry	NOUN
gist-694	286	36	from	from	ADP
gist-694	286	37	universidad	universidad	PROPN
gist-694	286	38	pedagógica	pedagógica	PROPN
gist-694	286	39	nacional	nacional	PROPN
gist-694	286	40	in	in	ADP
gist-694	286	41	colombia	colombia	PROPN
gist-694	286	42	.	.	PUNCT
gist-694	287	1	he	he	PRON
gist-694	287	2	is	be	AUX
gist-694	287	3	an	an	DET
gist-694	287	4	educator	educator	NOUN
gist-694	287	5	with	with	ADP
gist-694	287	6	20	20	NUM
gist-694	287	7	+	+	NUM
gist-694	287	8	years	year	NOUN
gist-694	287	9	of	of	ADP
gist-694	287	10	experience	experience	NOUN
gist-694	287	11	in	in	ADP
gist-694	287	12	international	international	ADJ
gist-694	287	13	schools	school	NOUN
gist-694	287	14	,	,	PUNCT
gist-694	287	15	has	have	AUX
gist-694	287	16	consulted	consult	VERB
gist-694	287	17	for	for	ADP
gist-694	287	18	the	the	DET
gist-694	287	19	national	national	PROPN
gist-694	287	20	ministry	ministry	PROPN
gist-694	287	21	of	of	ADP
gist-694	287	22	education	education	PROPN
gist-694	287	23	and	and	CCONJ
gist-694	287	24	private	private	ADJ
gist-694	287	25	corporations	corporation	NOUN
gist-694	287	26	.	.	PUNCT
gist-694	288	1	he	he	PRON
gist-694	288	2	is	be	AUX
gist-694	288	3	certified	certify	VERB
gist-694	288	4	in	in	ADP
gist-694	288	5	datawise	datawise	PROPN
gist-694	288	6	from	from	ADP
gist-694	288	7	the	the	DET
gist-694	288	8	harvard	harvard	PROPN
gist-694	288	9	graduate	graduate	PROPN
gist-694	288	10	school	school	NOUN
gist-694	288	11	of	of	ADP
gist-694	288	12	education	education	NOUN
gist-694	288	13	and	and	CCONJ
gist-694	288	14	holds	hold	VERB
gist-694	288	15	certificates	certificate	NOUN
gist-694	288	16	in	in	ADP
gist-694	288	17	curriculum	curriculum	NOUN
gist-694	288	18	and	and	CCONJ
gist-694	288	19	assessment	assessment	NOUN
gist-694	288	20	from	from	ADP
gist-694	288	21	the	the	DET
gist-694	288	22	principals	principal	NOUN
gist-694	288	23	´	´	NOUN
gist-694	288	24	training	training	NOUN
gist-694	288	25	center	center	NOUN
gist-694	288	26	in	in	ADP
gist-694	288	27	miami	miami	PROPN
gist-694	288	28	,	,	PUNCT
gist-694	288	29	usa	usa	PROPN
gist-694	288	30	.	.	PUNCT
gist-694	289	1	learning	learn	VERB
gist-694	289	2	analytics	analytic	NOUN
gist-694	289	3	to	to	PART
gist-694	289	4	improve	improve	VERB
gist-694	289	5	reading	reading	NOUN
gist-694	289	6	skills	skill	NOUN
gist-694	290	1	no	no	NOUN
gist-694	290	2	.	.	PROPN
gist-694	290	3	17	17	NUM
gist-694	290	4	(	(	PUNCT
gist-694	290	5	july	july	PROPN
gist-694	290	6	december	december	PROPN
gist-694	290	7	,	,	PUNCT
gist-694	290	8	2018	2018	NUM
gist-694	290	9	)	)	PUNCT
gist-694	291	1	no	no	INTJ
gist-694	291	2	.	.	NOUN
gist-694	291	3	17	17	NUM
gist-694	291	4	(	(	PUNCT
gist-694	291	5	july	july	PROPN
gist-694	291	6	december	december	PROPN
gist-694	291	7	,	,	PUNCT
gist-694	291	8	2018	2018	NUM
gist-694	291	9	)	)	PUNCT