id	sid	tid	token	lemma	pos
crl-16603	1	1	304	304	NUM
crl-16603	1	2	learning	learn	VERB
crl-16603	1	3	analytics	analytic	NOUN
crl-16603	1	4	and	and	CCONJ
crl-16603	1	5	the	the	DET
crl-16603	1	6	academic	academic	ADJ
crl-16603	1	7	library	library	NOUN
crl-16603	1	8	:	:	PUNCT
crl-16603	1	9	professional	professional	ADJ
crl-16603	1	10	ethics	ethic	NOUN
crl-16603	1	11	commitments	commitment	NOUN
crl-16603	1	12	at	at	ADP
crl-16603	1	13	a	a	DET
crl-16603	1	14	crossroads	crossroad	NOUN
crl-16603	1	15	kyle	kyle	PROPN
crl-16603	1	16	m.l	m.l	PROPN
crl-16603	1	17	.	.	PROPN
crl-16603	1	18	jones	jones	PROPN
crl-16603	1	19	and	and	CCONJ
crl-16603	1	20	dorothea	dorothea	PROPN
crl-16603	1	21	salo	salo	PROPN
crl-16603	1	22	*	*	PUNCT
crl-16603	1	23	in	in	ADP
crl-16603	1	24	this	this	DET
crl-16603	1	25	paper	paper	NOUN
crl-16603	1	26	,	,	PUNCT
crl-16603	1	27	the	the	DET
crl-16603	1	28	authors	author	NOUN
crl-16603	1	29	address	address	VERB
crl-16603	1	30	learning	learn	VERB
crl-16603	1	31	analytics	analytic	NOUN
crl-16603	1	32	and	and	CCONJ
crl-16603	1	33	the	the	DET
crl-16603	1	34	ways	way	NOUN
crl-16603	1	35	academic	academic	ADJ
crl-16603	1	36	libraries	library	NOUN
crl-16603	1	37	are	be	AUX
crl-16603	1	38	beginning	begin	VERB
crl-16603	1	39	to	to	PART
crl-16603	1	40	participate	participate	VERB
crl-16603	1	41	in	in	ADP
crl-16603	1	42	wider	wide	ADJ
crl-16603	1	43	institutional	institutional	ADJ
crl-16603	1	44	learning	learn	VERB
crl-16603	1	45	analytics	analytic	NOUN
crl-16603	1	46	initiatives	initiative	NOUN
crl-16603	1	47	.	.	PUNCT
crl-16603	2	1	since	since	SCONJ
crl-16603	2	2	there	there	PRON
crl-16603	2	3	are	be	VERB
crl-16603	2	4	moral	moral	ADJ
crl-16603	2	5	issues	issue	NOUN
crl-16603	2	6	associated	associate	VERB
crl-16603	2	7	with	with	ADP
crl-16603	2	8	learning	learn	VERB
crl-16603	2	9	analytics	analytic	NOUN
crl-16603	2	10	,	,	PUNCT
crl-16603	2	11	the	the	DET
crl-16603	2	12	authors	author	NOUN
crl-16603	2	13	consider	consider	VERB
crl-16603	2	14	how	how	SCONJ
crl-16603	2	15	data	data	NOUN
crl-16603	2	16	mining	mining	NOUN
crl-16603	2	17	practices	practice	NOUN
crl-16603	2	18	run	run	VERB
crl-16603	2	19	counter	counter	ADV
crl-16603	2	20	to	to	ADP
crl-16603	2	21	ethical	ethical	ADJ
crl-16603	2	22	principles	principle	NOUN
crl-16603	2	23	in	in	ADP
crl-16603	2	24	the	the	DET
crl-16603	2	25	american	american	PROPN
crl-16603	2	26	library	library	PROPN
crl-16603	2	27	association	association	PROPN
crl-16603	2	28	’s	’s	PART
crl-16603	2	29	“	"	PUNCT
crl-16603	2	30	code	code	NOUN
crl-16603	2	31	of	of	ADP
crl-16603	2	32	ethics	ethic	NOUN
crl-16603	2	33	.	.	PUNCT
crl-16603	2	34	”	"	PUNCT
crl-16603	3	1	specifically	specifically	ADV
crl-16603	3	2	,	,	PUNCT
crl-16603	3	3	the	the	DET
crl-16603	3	4	authors	author	NOUN
crl-16603	3	5	address	address	VERB
crl-16603	3	6	how	how	SCONJ
crl-16603	3	7	learning	learning	NOUN
crl-16603	3	8	analytics	analytic	NOUN
crl-16603	3	9	implicates	implicate	VERB
crl-16603	3	10	professional	professional	ADJ
crl-16603	3	11	commitments	commitment	NOUN
crl-16603	3	12	to	to	PART
crl-16603	3	13	promote	promote	VERB
crl-16603	3	14	intellectual	intellectual	ADJ
crl-16603	3	15	freedom	freedom	NOUN
crl-16603	3	16	;	;	PUNCT
crl-16603	3	17	protect	protect	VERB
crl-16603	3	18	patron	patron	PROPN
crl-16603	3	19	privacy	privacy	NOUN
crl-16603	3	20	and	and	CCONJ
crl-16603	3	21	confidentiality	confidentiality	NOUN
crl-16603	3	22	;	;	PUNCT
crl-16603	3	23	and	and	CCONJ
crl-16603	3	24	balance	balance	VERB
crl-16603	3	25	intellectual	intellectual	ADJ
crl-16603	3	26	property	property	NOUN
crl-16603	3	27	interests	interest	NOUN
crl-16603	3	28	between	between	ADP
crl-16603	3	29	library	library	NOUN
crl-16603	3	30	users	user	NOUN
crl-16603	3	31	,	,	PUNCT
crl-16603	3	32	their	their	PRON
crl-16603	3	33	institution	institution	NOUN
crl-16603	3	34	,	,	PUNCT
crl-16603	3	35	and	and	CCONJ
crl-16603	3	36	content	content	NOUN
crl-16603	3	37	creators	creator	NOUN
crl-16603	3	38	and	and	CCONJ
crl-16603	3	39	vendors	vendor	NOUN
crl-16603	3	40	.	.	PUNCT
crl-16603	4	1	the	the	DET
crl-16603	4	2	authors	author	NOUN
crl-16603	4	3	recommend	recommend	VERB
crl-16603	4	4	that	that	SCONJ
crl-16603	4	5	librarians	librarian	NOUN
crl-16603	4	6	should	should	AUX
crl-16603	4	7	embed	embed	VERB
crl-16603	4	8	their	their	PRON
crl-16603	4	9	ethical	ethical	ADJ
crl-16603	4	10	positions	position	NOUN
crl-16603	4	11	in	in	ADP
crl-16603	4	12	technological	technological	ADJ
crl-16603	4	13	designs	design	NOUN
crl-16603	4	14	,	,	PUNCT
crl-16603	4	15	practices	practice	NOUN
crl-16603	4	16	,	,	PUNCT
crl-16603	4	17	and	and	CCONJ
crl-16603	4	18	governance	governance	NOUN
crl-16603	4	19	mechanisms	mechanism	NOUN
crl-16603	4	20	.	.	PUNCT
crl-16603	5	1	“	"	PUNCT
crl-16603	5	2	we	we	PRON
crl-16603	5	3	can	can	AUX
crl-16603	5	4	not	not	PART
crl-16603	5	5	allow	allow	VERB
crl-16603	5	6	our	our	PRON
crl-16603	5	7	ethical	ethical	ADJ
crl-16603	5	8	principles	principle	NOUN
crl-16603	5	9	to	to	PART
crl-16603	5	10	stand	stand	VERB
crl-16603	5	11	as	as	ADP
crl-16603	5	12	mere	mere	ADJ
crl-16603	5	13	monoliths	monolith	NOUN
crl-16603	5	14	…	…	PUNCT
crl-16603	5	15	.	.	PUNCT
crl-16603	6	1	that	that	SCONJ
crl-16603	6	2	our	our	PRON
crl-16603	6	3	values	value	NOUN
crl-16603	6	4	pose	pose	VERB
crl-16603	6	5	ethical	ethical	ADJ
crl-16603	6	6	dilemmas	dilemma	NOUN
crl-16603	6	7	for	for	ADP
crl-16603	6	8	us	we	PRON
crl-16603	6	9	in	in	ADP
crl-16603	6	10	practice	practice	NOUN
crl-16603	6	11	is	be	AUX
crl-16603	6	12	a	a	DET
crl-16603	6	13	good	good	ADJ
crl-16603	6	14	thing	thing	NOUN
crl-16603	6	15	and	and	CCONJ
crl-16603	6	16	should	should	AUX
crl-16603	6	17	be	be	AUX
crl-16603	6	18	welcomed	welcome	VERB
crl-16603	6	19	by	by	ADP
crl-16603	6	20	us	we	PRON
crl-16603	6	21	:	:	PUNCT
crl-16603	6	22	from	from	ADP
crl-16603	6	23	debating	debate	VERB
crl-16603	6	24	such	such	ADJ
crl-16603	6	25	dilemmas	dilemma	NOUN
crl-16603	6	26	comes	come	VERB
crl-16603	6	27	strength	strength	NOUN
crl-16603	6	28	of	of	ADP
crl-16603	6	29	mission	mission	NOUN
crl-16603	6	30	.	.	PUNCT
crl-16603	6	31	”	"	PUNCT
crl-16603	6	32	—	—	PUNCT
crl-16603	6	33	david	david	PROPN
crl-16603	6	34	mcmenemy1	mcmenemy1	PROPN
crl-16603	6	35	introduction	introduction	NOUN
crl-16603	6	36	higher	high	ADJ
crl-16603	6	37	education	education	NOUN
crl-16603	6	38	institutions	institution	NOUN
crl-16603	6	39	(	(	PUNCT
crl-16603	6	40	heis	heis	PROPN
crl-16603	6	41	)	)	PUNCT
crl-16603	6	42	are	be	AUX
crl-16603	6	43	aggregating	aggregate	VERB
crl-16603	6	44	and	and	CCONJ
crl-16603	6	45	analyzing	analyze	VERB
crl-16603	6	46	student	student	NOUN
crl-16603	6	47	data	datum	NOUN
crl-16603	6	48	,	,	PUNCT
crl-16603	6	49	information	information	NOUN
crl-16603	6	50	,	,	PUNCT
crl-16603	6	51	and	and	CCONJ
crl-16603	6	52	the	the	DET
crl-16603	6	53	digital	digital	ADJ
crl-16603	6	54	trails	trail	NOUN
crl-16603	6	55	they	they	PRON
crl-16603	6	56	leave	leave	VERB
crl-16603	6	57	in	in	ADP
crl-16603	6	58	information	information	NOUN
crl-16603	6	59	systems	system	NOUN
crl-16603	6	60	to	to	PART
crl-16603	6	61	better	well	ADV
crl-16603	6	62	understand	understand	VERB
crl-16603	6	63	student	student	NOUN
crl-16603	6	64	behaviors	behavior	NOUN
crl-16603	6	65	.	.	PUNCT
crl-16603	7	1	among	among	ADP
crl-16603	7	2	other	other	ADJ
crl-16603	7	3	things	thing	NOUN
crl-16603	7	4	,	,	PUNCT
crl-16603	7	5	these	these	DET
crl-16603	7	6	data	data	NOUN
crl-16603	7	7	-	-	PUNCT
crl-16603	7	8	driven	drive	VERB
crl-16603	7	9	insights	insight	NOUN
crl-16603	7	10	hold	hold	VERB
crl-16603	7	11	the	the	DET
crl-16603	7	12	potential	potential	NOUN
crl-16603	7	13	to	to	PART
crl-16603	7	14	cast	cast	VERB
crl-16603	7	15	light	light	NOUN
crl-16603	7	16	into	into	ADP
crl-16603	7	17	the	the	DET
crl-16603	7	18	black	black	ADJ
crl-16603	7	19	box	box	NOUN
crl-16603	7	20	of	of	ADP
crl-16603	7	21	learning	learning	NOUN
crl-16603	7	22	and	and	CCONJ
crl-16603	7	23	student	student	NOUN
crl-16603	7	24	life	life	NOUN
crl-16603	7	25	.	.	PUNCT
crl-16603	8	1	the	the	DET
crl-16603	8	2	primary	primary	ADJ
crl-16603	8	3	aim	aim	NOUN
crl-16603	8	4	is	be	AUX
crl-16603	8	5	to	to	PART
crl-16603	8	6	use	use	VERB
crl-16603	8	7	data	data	NOUN
crl-16603	8	8	analytics	analytic	NOUN
crl-16603	8	9	to	to	PART
crl-16603	8	10	help	help	VERB
crl-16603	8	11	heis	heis	AUX
crl-16603	8	12	address	address	VERB
crl-16603	8	13	urgent	urgent	ADJ
crl-16603	8	14	concerns	concern	NOUN
crl-16603	8	15	related	relate	VERB
crl-16603	8	16	to	to	ADP
crl-16603	8	17	low	low	ADJ
crl-16603	8	18	retention	retention	NOUN
crl-16603	8	19	rates	rate	NOUN
crl-16603	8	20	and	and	CCONJ
crl-16603	8	21	extended	extended	ADJ
crl-16603	8	22	time	time	NOUN
crl-16603	8	23	-	-	PUNCT
crl-16603	8	24	to	to	ADP
crl-16603	8	25	-	-	PUNCT
crl-16603	8	26	degree	degree	NOUN
crl-16603	8	27	measures	measure	NOUN
crl-16603	8	28	,	,	PUNCT
crl-16603	8	29	which	which	PRON
crl-16603	8	30	can	can	AUX
crl-16603	8	31	then	then	ADV
crl-16603	8	32	improve	improve	VERB
crl-16603	8	33	on	on	ADP
crl-16603	8	34	the	the	DET
crl-16603	8	35	efficiency	efficiency	NOUN
crl-16603	8	36	and	and	CCONJ
crl-16603	8	37	effectiveness	effectiveness	NOUN
crl-16603	8	38	of	of	ADP
crl-16603	8	39	institutional	institutional	ADJ
crl-16603	8	40	practices	practice	NOUN
crl-16603	8	41	.	.	PUNCT
crl-16603	9	1	educational	educational	ADJ
crl-16603	9	2	data	datum	NOUN
crl-16603	9	3	mining	mining	NOUN
crl-16603	9	4	employs	employ	VERB
crl-16603	9	5	big	big	ADJ
crl-16603	9	6	data	datum	NOUN
crl-16603	9	7	methods	method	NOUN
crl-16603	9	8	;	;	PUNCT
crl-16603	9	9	in	in	ADP
crl-16603	9	10	doing	do	VERB
crl-16603	9	11	so	so	ADV
crl-16603	9	12	,	,	PUNCT
crl-16603	9	13	it	it	PRON
crl-16603	9	14	also	also	ADV
crl-16603	9	15	elicits	elicit	VERB
crl-16603	9	16	big	big	ADJ
crl-16603	9	17	data	datum	NOUN
crl-16603	9	18	’s	’s	PART
crl-16603	9	19	band	band	NOUN
crl-16603	9	20	of	of	ADP
crl-16603	9	21	problems	problem	NOUN
crl-16603	9	22	.	.	PUNCT
crl-16603	10	1	big	big	ADJ
crl-16603	10	2	data	data	NOUN
crl-16603	10	3	uncovers	uncover	NOUN
crl-16603	10	4	personally	personally	ADV
crl-16603	10	5	identifiable	identifiable	ADJ
crl-16603	10	6	information	information	NOUN
crl-16603	10	7	and	and	CCONJ
crl-16603	10	8	flows	flow	VERB
crl-16603	10	9	that	that	SCONJ
crl-16603	10	10	information	information	NOUN
crl-16603	10	11	to	to	ADP
crl-16603	10	12	a	a	DET
crl-16603	10	13	variety	variety	NOUN
crl-16603	10	14	of	of	ADP
crl-16603	10	15	different	different	ADJ
crl-16603	10	16	actors	actor	NOUN
crl-16603	10	17	.	.	PUNCT
crl-16603	11	1	but	but	CCONJ
crl-16603	11	2	it	it	PRON
crl-16603	11	3	is	be	AUX
crl-16603	11	4	problematic	problematic	ADJ
crl-16603	11	5	that	that	SCONJ
crl-16603	11	6	these	these	DET
crl-16603	11	7	new	new	ADJ
crl-16603	11	8	flows	flow	NOUN
crl-16603	11	9	are	be	AUX
crl-16603	11	10	opaque	opaque	ADJ
crl-16603	11	11	to	to	ADP
crl-16603	11	12	the	the	DET
crl-16603	11	13	individuals	individual	NOUN
crl-16603	11	14	they	they	PRON
crl-16603	11	15	represent	represent	VERB
crl-16603	11	16	,	,	PUNCT
crl-16603	11	17	yet	yet	CCONJ
crl-16603	11	18	they	they	PRON
crl-16603	11	19	hold	hold	VERB
crl-16603	11	20	significant	significant	ADJ
crl-16603	11	21	influ	influ	ADJ
crl-16603	11	22	 	 	SPACE
crl-16603	11	23	kyle	kyle	PROPN
crl-16603	11	24	m.l	m.l	PROPN
crl-16603	11	25	.	.	PROPN
crl-16603	11	26	jones	jones	PROPN
crl-16603	11	27	is	be	AUX
crl-16603	11	28	an	an	DET
crl-16603	11	29	assistant	assistant	ADJ
crl-16603	11	30	professor	professor	NOUN
crl-16603	11	31	in	in	ADP
crl-16603	11	32	the	the	DET
crl-16603	11	33	school	school	NOUN
crl-16603	11	34	of	of	ADP
crl-16603	11	35	informatics	informatic	NOUN
crl-16603	11	36	and	and	CCONJ
crl-16603	11	37	computing	computing	NOUN
crl-16603	11	38	,	,	PUNCT
crl-16603	11	39	department	department	NOUN
crl-16603	11	40	of	of	ADP
crl-16603	11	41	library	library	NOUN
crl-16603	11	42	and	and	CCONJ
crl-16603	11	43	information	information	NOUN
crl-16603	11	44	science	science	NOUN
crl-16603	11	45	at	at	ADP
crl-16603	11	46	indiana	indiana	PROPN
crl-16603	11	47	university	university	PROPN
crl-16603	11	48	–	–	PUNCT
crl-16603	11	49	indianapolis	indianapolis	PROPN
crl-16603	11	50	(	(	PUNCT
crl-16603	11	51	iupui	iupui	PROPN
crl-16603	11	52	)	)	PUNCT
crl-16603	11	53	;	;	PUNCT
crl-16603	12	1	e	e	X
crl-16603	12	2	-	-	NOUN
crl-16603	12	3	mail	mail	NOUN
crl-16603	12	4	:	:	PUNCT
crl-16603	13	1	kmlj@iupui.edu	kmlj@iupui.edu	PROPN
crl-16603	13	2	.	.	PUNCT
crl-16603	14	1	dorothea	dorothea	PROPN
crl-16603	14	2	salo	salo	PROPN
crl-16603	14	3	is	be	AUX
crl-16603	14	4	a	a	DET
crl-16603	14	5	faculty	faculty	NOUN
crl-16603	14	6	associate	associate	NOUN
crl-16603	14	7	in	in	ADP
crl-16603	14	8	the	the	DET
crl-16603	14	9	information	information	NOUN
crl-16603	14	10	school	school	NOUN
crl-16603	14	11	,	,	PUNCT
crl-16603	14	12	university	university	PROPN
crl-16603	14	13	of	of	ADP
crl-16603	14	14	wisconsin	wisconsin	PROPN
crl-16603	14	15	-	-	PUNCT
crl-16603	14	16	madison	madison	PROPN
crl-16603	14	17	;	;	PUNCT
crl-16603	14	18	e	e	X
crl-16603	14	19	-	-	NOUN
crl-16603	14	20	mail	mail	NOUN
crl-16603	14	21	:	:	PUNCT
crl-16603	15	1	salo@wisc.edu	salo@wisc.edu	PROPN
crl-16603	15	2	.	.	PUNCT
crl-16603	16	1	©	©	PROPN
crl-16603	16	2	2018	2018	NUM
crl-16603	16	3	kyle	kyle	PROPN
crl-16603	16	4	m.l	m.l	PROPN
crl-16603	16	5	.	.	PROPN
crl-16603	16	6	jones	jones	PROPN
crl-16603	16	7	and	and	CCONJ
crl-16603	16	8	dorothea	dorothea	PROPN
crl-16603	16	9	salo	salo	PROPN
crl-16603	16	10	,	,	PUNCT
crl-16603	16	11	attribution	attribution	NOUN
crl-16603	16	12	-	-	PUNCT
crl-16603	16	13	noncommercial	noncommercial	ADJ
crl-16603	16	14	(	(	PUNCT
crl-16603	16	15	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	NOUN
crl-16603	16	16	)	)	PUNCT
crl-16603	16	17	cc	cc	NOUN
crl-16603	16	18	by	by	ADP
crl-16603	16	19	-	-	PUNCT
crl-16603	16	20	nc	nc	PROPN
crl-16603	16	21	.	.	PROPN
crl-16603	17	1	doi:10.5860	doi:10.5860	PROPN
crl-16603	17	2	/	/	SYM
crl-16603	17	3	crl.79.3.304	crl.79.3.304	PROPN
crl-16603	17	4	mailto:kmlj@iupui.edu	mailto:kmlj@iupui.edu	PROPN
crl-16603	17	5	mailto:salo@wisc.edu	mailto:salo@wisc.edu	PROPN
crl-16603	17	6	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	PROPN
crl-16603	17	7	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	PROPN
crl-16603	17	8	https://doi.org/10.5860/crl.79.3.304	https://doi.org/10.5860/crl.79.3.304	PROPN
crl-16603	17	9	learning	learn	VERB
crl-16603	17	10	analytics	analytic	NOUN
crl-16603	17	11	and	and	CCONJ
crl-16603	17	12	the	the	DET
crl-16603	17	13	academic	academic	ADJ
crl-16603	17	14	library	library	NOUN
crl-16603	17	15	305	305	NUM
crl-16603	17	16	ence	ence	NOUN
crl-16603	17	17	in	in	ADP
crl-16603	17	18	those	those	DET
crl-16603	17	19	individuals	individual	NOUN
crl-16603	17	20	’	'	PUNCT
crl-16603	17	21	lives	life	NOUN
crl-16603	17	22	.	.	PUNCT
crl-16603	18	1	rising	rise	VERB
crl-16603	18	2	to	to	ADP
crl-16603	18	3	the	the	DET
crl-16603	18	4	top	top	NOUN
crl-16603	18	5	are	be	AUX
crl-16603	18	6	complicated	complicated	ADJ
crl-16603	18	7	and	and	CCONJ
crl-16603	18	8	troubling	troubling	ADJ
crl-16603	18	9	issues	issue	NOUN
crl-16603	18	10	about	about	ADP
crl-16603	18	11	informational	informational	ADJ
crl-16603	18	12	privacy	privacy	NOUN
crl-16603	18	13	,	,	PUNCT
crl-16603	18	14	transparency	transparency	NOUN
crl-16603	18	15	,	,	PUNCT
crl-16603	18	16	personal	personal	ADJ
crl-16603	18	17	autonomy	autonomy	NOUN
crl-16603	18	18	,	,	PUNCT
crl-16603	18	19	and	and	CCONJ
crl-16603	18	20	other	other	ADJ
crl-16603	18	21	questions	question	NOUN
crl-16603	18	22	of	of	ADP
crl-16603	18	23	what	what	PRON
crl-16603	18	24	is	be	AUX
crl-16603	18	25	morally	morally	ADV
crl-16603	18	26	acceptable	acceptable	ADJ
crl-16603	18	27	.	.	PUNCT
crl-16603	19	1	the	the	DET
crl-16603	19	2	question	question	NOUN
crl-16603	19	3	,	,	PUNCT
crl-16603	19	4	then	then	ADV
crl-16603	19	5	,	,	PUNCT
crl-16603	19	6	is	be	AUX
crl-16603	19	7	how	how	SCONJ
crl-16603	19	8	to	to	PART
crl-16603	19	9	ethically	ethically	ADV
crl-16603	19	10	pursue	pursue	VERB
crl-16603	19	11	the	the	DET
crl-16603	19	12	benefits	benefit	NOUN
crl-16603	19	13	of	of	ADP
crl-16603	19	14	educational	educational	ADJ
crl-16603	19	15	data	datum	NOUN
crl-16603	19	16	mining	mining	NOUN
crl-16603	19	17	while	while	SCONJ
crl-16603	19	18	accounting	account	VERB
crl-16603	19	19	for	for	ADP
crl-16603	19	20	the	the	DET
crl-16603	19	21	potential	potential	ADJ
crl-16603	19	22	harms	harm	NOUN
crl-16603	19	23	.	.	PUNCT
crl-16603	20	1	ethical	ethical	ADJ
crl-16603	20	2	practice	practice	NOUN
crl-16603	20	3	is	be	AUX
crl-16603	20	4	often	often	ADV
crl-16603	20	5	supported	support	VERB
crl-16603	20	6	by	by	ADP
crl-16603	20	7	codified	codify	VERB
crl-16603	20	8	principles	principle	NOUN
crl-16603	20	9	,	,	PUNCT
crl-16603	20	10	and	and	CCONJ
crl-16603	20	11	researchers	researcher	NOUN
crl-16603	20	12	have	have	AUX
crl-16603	20	13	constructed	construct	VERB
crl-16603	20	14	broad	broad	ADJ
crl-16603	20	15	codes	code	NOUN
crl-16603	20	16	of	of	ADP
crl-16603	20	17	ethics	ethic	NOUN
crl-16603	20	18	to	to	PART
crl-16603	20	19	minimize	minimize	VERB
crl-16603	20	20	harms	harm	NOUN
crl-16603	20	21	to	to	ADP
crl-16603	20	22	students.2	students.2	NOUN
crl-16603	20	23	similarly	similarly	ADV
crl-16603	20	24	,	,	PUNCT
crl-16603	20	25	a	a	DET
crl-16603	20	26	few	few	ADJ
crl-16603	20	27	heis	heis	NOUN
crl-16603	20	28	have	have	AUX
crl-16603	20	29	developed	develop	VERB
crl-16603	20	30	campus	campus	NOUN
crl-16603	20	31	-	-	PUNCT
crl-16603	20	32	wide	wide	ADJ
crl-16603	20	33	policies.3	policies.3	NOUN
crl-16603	20	34	while	while	SCONJ
crl-16603	20	35	institutions	institution	NOUN
crl-16603	20	36	may	may	AUX
crl-16603	20	37	feel	feel	VERB
crl-16603	20	38	justified	justified	ADJ
crl-16603	20	39	and	and	CCONJ
crl-16603	20	40	morally	morally	ADV
crl-16603	20	41	at	at	ADP
crl-16603	20	42	ease	ease	NOUN
crl-16603	20	43	in	in	ADP
crl-16603	20	44	pursuing	pursue	VERB
crl-16603	20	45	the	the	DET
crl-16603	20	46	benefits	benefit	NOUN
crl-16603	20	47	of	of	ADP
crl-16603	20	48	educational	educational	ADJ
crl-16603	20	49	data	datum	NOUN
crl-16603	20	50	mining	mining	NOUN
crl-16603	20	51	,	,	PUNCT
crl-16603	20	52	their	their	PRON
crl-16603	20	53	interests	interest	NOUN
crl-16603	20	54	and	and	CCONJ
crl-16603	20	55	practices	practice	NOUN
crl-16603	20	56	may	may	AUX
crl-16603	20	57	lead	lead	VERB
crl-16603	20	58	to	to	ADP
crl-16603	20	59	“	"	PUNCT
crl-16603	20	60	unintended	unintended	ADJ
crl-16603	20	61	consequences	consequence	NOUN
crl-16603	20	62	and	and	CCONJ
crl-16603	20	63	perverse	perverse	ADJ
crl-16603	20	64	incentives	incentive	NOUN
crl-16603	20	65	”	"	PUNCT
crl-16603	20	66	to	to	PART
crl-16603	20	67	analyze	analyze	VERB
crl-16603	20	68	sensitive	sensitive	ADJ
crl-16603	20	69	student	student	NOUN
crl-16603	20	70	data	datum	NOUN
crl-16603	20	71	in	in	ADP
crl-16603	20	72	ways	way	NOUN
crl-16603	20	73	that	that	PRON
crl-16603	20	74	harm	harm	VERB
crl-16603	20	75	students	student	NOUN
crl-16603	20	76	and	and	CCONJ
crl-16603	20	77	conflict	conflict	NOUN
crl-16603	20	78	with	with	ADP
crl-16603	20	79	ethical	ethical	ADJ
crl-16603	20	80	commitments	commitment	NOUN
crl-16603	20	81	made	make	VERB
crl-16603	20	82	by	by	ADP
crl-16603	20	83	professional	professional	ADJ
crl-16603	20	84	communities	community	NOUN
crl-16603	20	85	,	,	PUNCT
crl-16603	20	86	such	such	ADJ
crl-16603	20	87	as	as	ADP
crl-16603	20	88	librarians.4	librarians.4	PROPN
crl-16603	20	89	in	in	ADP
crl-16603	20	90	this	this	DET
crl-16603	20	91	paper	paper	NOUN
crl-16603	20	92	,	,	PUNCT
crl-16603	20	93	we	we	PRON
crl-16603	20	94	address	address	VERB
crl-16603	20	95	learning	learn	VERB
crl-16603	20	96	analytics	analytic	NOUN
crl-16603	20	97	(	(	PUNCT
crl-16603	20	98	la)—a	la)—a	VERB
crl-16603	20	99	form	form	NOUN
crl-16603	20	100	of	of	ADP
crl-16603	20	101	educational	educational	ADJ
crl-16603	20	102	data	datum	NOUN
crl-16603	20	103	mining	mining	NOUN
crl-16603	20	104	—	—	PUNCT
crl-16603	20	105	and	and	CCONJ
crl-16603	20	106	the	the	DET
crl-16603	20	107	ways	way	NOUN
crl-16603	20	108	academic	academic	ADJ
crl-16603	20	109	libraries	library	NOUN
crl-16603	20	110	are	be	AUX
crl-16603	20	111	beginning	begin	VERB
crl-16603	20	112	to	to	PART
crl-16603	20	113	create	create	VERB
crl-16603	20	114	capacity	capacity	NOUN
crl-16603	20	115	for	for	ADP
crl-16603	20	116	la	la	ADV
crl-16603	20	117	or	or	CCONJ
crl-16603	20	118	participate	participate	VERB
crl-16603	20	119	in	in	ADP
crl-16603	20	120	wider	wide	ADJ
crl-16603	20	121	institutional	institutional	ADJ
crl-16603	20	122	la	la	ADJ
crl-16603	20	123	initiatives	initiative	NOUN
crl-16603	20	124	.	.	PUNCT
crl-16603	21	1	since	since	SCONJ
crl-16603	21	2	there	there	PRON
crl-16603	21	3	are	be	VERB
crl-16603	21	4	moral	moral	ADJ
crl-16603	21	5	issues	issue	NOUN
crl-16603	21	6	associated	associate	VERB
crl-16603	21	7	with	with	ADP
crl-16603	21	8	la	la	PROPN
crl-16603	21	9	,	,	PUNCT
crl-16603	21	10	we	we	PRON
crl-16603	21	11	consider	consider	VERB
crl-16603	21	12	how	how	SCONJ
crl-16603	21	13	data	data	NOUN
crl-16603	21	14	mining	mining	NOUN
crl-16603	21	15	practices	practice	NOUN
crl-16603	21	16	run	run	VERB
crl-16603	21	17	counter	counter	ADV
crl-16603	21	18	to	to	ADP
crl-16603	21	19	ethical	ethical	ADJ
crl-16603	21	20	principles	principle	NOUN
crl-16603	21	21	in	in	ADP
crl-16603	21	22	the	the	DET
crl-16603	21	23	american	american	PROPN
crl-16603	21	24	library	library	PROPN
crl-16603	21	25	association	association	PROPN
crl-16603	21	26	’s	’s	PART
crl-16603	21	27	code	code	PROPN
crl-16603	21	28	of	of	ADP
crl-16603	21	29	ethics	ethic	NOUN
crl-16603	21	30	.	.	PUNCT
crl-16603	22	1	specifically	specifically	ADV
crl-16603	22	2	,	,	PUNCT
crl-16603	22	3	we	we	PRON
crl-16603	22	4	address	address	VERB
crl-16603	22	5	how	how	SCONJ
crl-16603	22	6	la	la	ADV
crl-16603	22	7	implicates	implicate	VERB
crl-16603	22	8	professional	professional	ADJ
crl-16603	22	9	commitments	commitment	NOUN
crl-16603	22	10	to	to	PART
crl-16603	22	11	promote	promote	VERB
crl-16603	22	12	intellectual	intellectual	ADJ
crl-16603	22	13	freedom	freedom	NOUN
crl-16603	22	14	;	;	PUNCT
crl-16603	22	15	protect	protect	VERB
crl-16603	22	16	patron	patron	PROPN
crl-16603	22	17	privacy	privacy	NOUN
crl-16603	22	18	and	and	CCONJ
crl-16603	22	19	confidentiality	confidentiality	NOUN
crl-16603	22	20	;	;	PUNCT
crl-16603	22	21	and	and	CCONJ
crl-16603	22	22	balance	balance	VERB
crl-16603	22	23	intellectual	intellectual	ADJ
crl-16603	22	24	property	property	NOUN
crl-16603	22	25	interests	interest	NOUN
crl-16603	22	26	among	among	ADP
crl-16603	22	27	library	library	ADJ
crl-16603	22	28	users	user	NOUN
crl-16603	22	29	,	,	PUNCT
crl-16603	22	30	their	their	PRON
crl-16603	22	31	institution	institution	NOUN
crl-16603	22	32	,	,	PUNCT
crl-16603	22	33	and	and	CCONJ
crl-16603	22	34	content	content	NOUN
crl-16603	22	35	creators	creator	NOUN
crl-16603	22	36	and	and	CCONJ
crl-16603	22	37	vendors	vendor	NOUN
crl-16603	22	38	.	.	PUNCT
crl-16603	23	1	we	we	PRON
crl-16603	23	2	make	make	VERB
crl-16603	23	3	three	three	NUM
crl-16603	23	4	arguments	argument	NOUN
crl-16603	23	5	aligned	align	VERB
crl-16603	23	6	to	to	ADP
crl-16603	23	7	these	these	DET
crl-16603	23	8	three	three	NUM
crl-16603	23	9	ethical	ethical	ADJ
crl-16603	23	10	commitments	commitment	NOUN
crl-16603	23	11	.	.	PUNCT
crl-16603	24	1	first	first	ADV
crl-16603	24	2	,	,	PUNCT
crl-16603	24	3	it	it	PRON
crl-16603	24	4	is	be	AUX
crl-16603	24	5	plausible	plausible	ADJ
crl-16603	24	6	that	that	SCONJ
crl-16603	24	7	la	la	PROPN
crl-16603	24	8	negatively	negatively	ADV
crl-16603	24	9	affects	affect	VERB
crl-16603	24	10	the	the	DET
crl-16603	24	11	conditions	condition	NOUN
crl-16603	24	12	necessary	necessary	ADJ
crl-16603	24	13	for	for	ADP
crl-16603	24	14	the	the	DET
crl-16603	24	15	free	free	ADJ
crl-16603	24	16	pursuit	pursuit	NOUN
crl-16603	24	17	and	and	CCONJ
crl-16603	24	18	dissemination	dissemination	NOUN
crl-16603	24	19	of	of	ADP
crl-16603	24	20	ideas	idea	NOUN
crl-16603	24	21	by	by	ADP
crl-16603	24	22	tracking	track	VERB
crl-16603	24	23	and	and	CCONJ
crl-16603	24	24	influencing	influence	VERB
crl-16603	24	25	intellectual	intellectual	ADJ
crl-16603	24	26	behaviors	behavior	NOUN
crl-16603	24	27	.	.	PUNCT
crl-16603	25	1	second	second	ADV
crl-16603	25	2	,	,	PUNCT
crl-16603	25	3	la	la	X
crl-16603	25	4	is	be	AUX
crl-16603	25	5	by	by	ADP
crl-16603	25	6	design	design	VERB
crl-16603	25	7	a	a	DET
crl-16603	25	8	surveillance	surveillance	NOUN
crl-16603	25	9	technology	technology	NOUN
crl-16603	25	10	,	,	PUNCT
crl-16603	25	11	and	and	CCONJ
crl-16603	25	12	it	it	PRON
crl-16603	25	13	can	can	AUX
crl-16603	25	14	opaquely	opaquely	ADV
crl-16603	25	15	pry	pry	VERB
crl-16603	25	16	into	into	ADP
crl-16603	25	17	students	student	NOUN
crl-16603	25	18	’	’	PART
crl-16603	25	19	privacy	privacy	NOUN
crl-16603	25	20	without	without	ADP
crl-16603	25	21	empowering	empower	VERB
crl-16603	25	22	student	student	NOUN
crl-16603	25	23	choice	choice	NOUN
crl-16603	25	24	over	over	ADP
crl-16603	25	25	information	information	NOUN
crl-16603	25	26	flows	flow	NOUN
crl-16603	25	27	.	.	PUNCT
crl-16603	26	1	third	third	ADV
crl-16603	26	2	,	,	PUNCT
crl-16603	26	3	the	the	DET
crl-16603	26	4	ability	ability	NOUN
crl-16603	26	5	to	to	PART
crl-16603	26	6	surveil	surveil	VERB
crl-16603	26	7	students	student	NOUN
crl-16603	26	8	also	also	ADV
crl-16603	26	9	allows	allow	VERB
crl-16603	26	10	institutions	institution	NOUN
crl-16603	26	11	and	and	CCONJ
crl-16603	26	12	content	content	NOUN
crl-16603	26	13	vendors	vendor	NOUN
crl-16603	26	14	to	to	PART
crl-16603	26	15	expand	expand	VERB
crl-16603	26	16	the	the	DET
crl-16603	26	17	use	use	NOUN
crl-16603	26	18	of	of	ADP
crl-16603	26	19	digital	digital	ADJ
crl-16603	26	20	rights	right	NOUN
crl-16603	26	21	management	management	NOUN
crl-16603	26	22	technologies	technology	NOUN
crl-16603	26	23	;	;	PUNCT
crl-16603	26	24	moreover	moreover	ADV
crl-16603	26	25	,	,	PUNCT
crl-16603	26	26	it	it	PRON
crl-16603	26	27	creates	create	VERB
crl-16603	26	28	conditions	condition	NOUN
crl-16603	26	29	where	where	SCONJ
crl-16603	26	30	institutions	institution	NOUN
crl-16603	26	31	and	and	CCONJ
crl-16603	26	32	content	content	NOUN
crl-16603	26	33	vendors	vendor	NOUN
crl-16603	26	34	may	may	AUX
crl-16603	26	35	use	use	VERB
crl-16603	26	36	student	student	NOUN
crl-16603	26	37	data	datum	NOUN
crl-16603	26	38	as	as	ADP
crl-16603	26	39	a	a	DET
crl-16603	26	40	bartering	bartering	ADJ
crl-16603	26	41	chip	chip	NOUN
crl-16603	26	42	in	in	ADP
crl-16603	26	43	contract	contract	NOUN
crl-16603	26	44	negotiations	negotiation	NOUN
crl-16603	26	45	.	.	PUNCT
crl-16603	27	1	we	we	PRON
crl-16603	27	2	end	end	VERB
crl-16603	27	3	the	the	DET
crl-16603	27	4	paper	paper	NOUN
crl-16603	27	5	by	by	ADP
crl-16603	27	6	positing	posit	VERB
crl-16603	27	7	that	that	SCONJ
crl-16603	27	8	librarians	librarian	NOUN
crl-16603	27	9	have	have	VERB
crl-16603	27	10	a	a	DET
crl-16603	27	11	professional	professional	ADJ
crl-16603	27	12	responsibility	responsibility	NOUN
crl-16603	27	13	to	to	PART
crl-16603	27	14	reflect	reflect	VERB
crl-16603	27	15	on	on	ADP
crl-16603	27	16	and	and	CCONJ
crl-16603	27	17	advocate	advocate	VERB
crl-16603	27	18	for	for	ADP
crl-16603	27	19	their	their	PRON
crl-16603	27	20	ethical	ethical	ADJ
crl-16603	27	21	positions	position	NOUN
crl-16603	27	22	when	when	SCONJ
crl-16603	27	23	participating	participate	VERB
crl-16603	27	24	in	in	ADP
crl-16603	27	25	la	la	PROPN
crl-16603	27	26	.	.	PUNCT
crl-16603	28	1	if	if	SCONJ
crl-16603	28	2	la	la	PROPN
crl-16603	28	3	matures	mature	NOUN
crl-16603	28	4	further	far	ADV
crl-16603	28	5	,	,	PUNCT
crl-16603	28	6	librarians	librarian	NOUN
crl-16603	28	7	’	’	PART
crl-16603	28	8	ethical	ethical	ADJ
crl-16603	28	9	commitments	commitment	NOUN
crl-16603	28	10	may	may	AUX
crl-16603	28	11	be	be	AUX
crl-16603	28	12	challenged	challenge	VERB
crl-16603	28	13	by	by	ADP
crl-16603	28	14	institutional	institutional	ADJ
crl-16603	28	15	actors	actor	NOUN
crl-16603	28	16	who	who	PRON
crl-16603	28	17	do	do	AUX
crl-16603	28	18	not	not	PART
crl-16603	28	19	share	share	VERB
crl-16603	28	20	their	their	PRON
crl-16603	28	21	professional	professional	ADJ
crl-16603	28	22	values	value	NOUN
crl-16603	28	23	.	.	PUNCT
crl-16603	29	1	we	we	PRON
crl-16603	29	2	recommend	recommend	VERB
crl-16603	29	3	that	that	SCONJ
crl-16603	29	4	librarians	librarian	NOUN
crl-16603	29	5	advocate	advocate	VERB
crl-16603	29	6	for	for	ADP
crl-16603	29	7	their	their	PRON
crl-16603	29	8	ethical	ethical	ADJ
crl-16603	29	9	positions	position	NOUN
crl-16603	29	10	within	within	ADP
crl-16603	29	11	and	and	CCONJ
crl-16603	29	12	outside	outside	ADP
crl-16603	29	13	the	the	DET
crl-16603	29	14	boundaries	boundary	NOUN
crl-16603	29	15	of	of	ADP
crl-16603	29	16	their	their	PRON
crl-16603	29	17	institution	institution	NOUN
crl-16603	29	18	,	,	PUNCT
crl-16603	29	19	participate	participate	VERB
crl-16603	29	20	in	in	ADP
crl-16603	29	21	data	data	NOUN
crl-16603	29	22	governance	governance	NOUN
crl-16603	29	23	practices	practice	NOUN
crl-16603	29	24	to	to	PART
crl-16603	29	25	embed	embed	VERB
crl-16603	29	26	their	their	PRON
crl-16603	29	27	values	value	NOUN
crl-16603	29	28	in	in	ADP
crl-16603	29	29	information	information	NOUN
crl-16603	29	30	flows	flow	NOUN
crl-16603	29	31	,	,	PUNCT
crl-16603	29	32	and	and	CCONJ
crl-16603	29	33	work	work	VERB
crl-16603	29	34	closely	closely	ADV
crl-16603	29	35	with	with	ADP
crl-16603	29	36	policy	policy	NOUN
crl-16603	29	37	makers	maker	NOUN
crl-16603	29	38	to	to	PART
crl-16603	29	39	design	design	VERB
crl-16603	29	40	policies	policy	NOUN
crl-16603	29	41	in	in	ADP
crl-16603	29	42	ways	way	NOUN
crl-16603	29	43	that	that	PRON
crl-16603	29	44	consider	consider	VERB
crl-16603	29	45	their	their	PRON
crl-16603	29	46	professional	professional	ADJ
crl-16603	29	47	ethics	ethic	NOUN
crl-16603	29	48	.	.	PUNCT
crl-16603	30	1	big	big	ADJ
crl-16603	30	2	data	datum	NOUN
crl-16603	30	3	and	and	CCONJ
crl-16603	30	4	learning	learn	VERB
crl-16603	30	5	analytics	analytic	NOUN
crl-16603	30	6	an	an	DET
crl-16603	30	7	understanding	understanding	NOUN
crl-16603	30	8	of	of	ADP
crl-16603	30	9	big	big	ADJ
crl-16603	30	10	data	datum	NOUN
crl-16603	30	11	learning	learn	VERB
crl-16603	30	12	analytics	analytic	NOUN
crl-16603	30	13	(	(	PUNCT
crl-16603	30	14	la	la	NOUN
crl-16603	30	15	)	)	PUNCT
crl-16603	30	16	is	be	AUX
crl-16603	30	17	a	a	DET
crl-16603	30	18	type	type	NOUN
crl-16603	30	19	of	of	ADP
crl-16603	30	20	big	big	ADJ
crl-16603	30	21	data	datum	NOUN
crl-16603	30	22	practice	practice	NOUN
crl-16603	30	23	.	.	PUNCT
crl-16603	31	1	after	after	ADP
crl-16603	31	2	boyd	boyd	PROPN
crl-16603	31	3	and	and	CCONJ
crl-16603	31	4	crawford	crawford	PROPN
crl-16603	31	5	,	,	PUNCT
crl-16603	31	6	we	we	PRON
crl-16603	31	7	capitalize	capitalize	VERB
crl-16603	31	8	“	"	PUNCT
crl-16603	31	9	big	big	ADJ
crl-16603	31	10	data	datum	NOUN
crl-16603	31	11	”	"	PUNCT
crl-16603	31	12	to	to	PART
crl-16603	31	13	highlight	highlight	VERB
crl-16603	31	14	it	it	PRON
crl-16603	31	15	as	as	ADP
crl-16603	31	16	a	a	DET
crl-16603	31	17	cultural	cultural	ADJ
crl-16603	31	18	,	,	PUNCT
crl-16603	31	19	technological	technological	ADJ
crl-16603	31	20	,	,	PUNCT
crl-16603	31	21	and	and	CCONJ
crl-16603	31	22	scholarly	scholarly	ADJ
crl-16603	31	23	phenomenon	phenomenon	NOUN
crl-16603	31	24	,	,	PUNCT
crl-16603	31	25	a	a	DET
crl-16603	31	26	“	"	PUNCT
crl-16603	31	27	paradigm	paradigm	NOUN
crl-16603	31	28	rather	rather	ADV
crl-16603	31	29	than	than	ADP
crl-16603	31	30	a	a	DET
crl-16603	31	31	particular	particular	ADJ
crl-16603	31	32	technology	technology	NOUN
crl-16603	31	33	.	.	PUNCT
crl-16603	32	1	”5	”5	PUNCT
crl-16603	32	2	defining	define	VERB
crl-16603	32	3	big	big	ADJ
crl-16603	32	4	data	datum	NOUN
crl-16603	32	5	as	as	ADP
crl-16603	32	6	a	a	DET
crl-16603	32	7	sociotechnical	sociotechnical	ADJ
crl-16603	32	8	phenomenon	phenomenon	NOUN
crl-16603	32	9	fruitfully	fruitfully	ADV
crl-16603	32	10	moves	move	VERB
crl-16603	32	11	the	the	DET
crl-16603	32	12	conversation	conversation	NOUN
crl-16603	32	13	away	away	ADV
crl-16603	32	14	from	from	ADP
crl-16603	32	15	technocentric	technocentric	ADJ
crl-16603	32	16	and	and	CCONJ
crl-16603	32	17	myopic	myopic	ADJ
crl-16603	32	18	definitions	definition	NOUN
crl-16603	32	19	of	of	ADP
crl-16603	32	20	big	big	ADJ
crl-16603	32	21	data.6	data.6	PROPN
crl-16603	32	22	big	big	ADJ
crl-16603	32	23	data	data	NOUN
crl-16603	32	24	practices	practice	NOUN
crl-16603	32	25	differ	differ	VERB
crl-16603	32	26	significantly	significantly	ADV
crl-16603	32	27	from	from	ADP
crl-16603	32	28	the	the	DET
crl-16603	32	29	flows	flow	NOUN
crl-16603	32	30	of	of	ADP
crl-16603	32	31	information	information	NOUN
crl-16603	32	32	currently	currently	ADV
crl-16603	32	33	considered	consider	VERB
crl-16603	32	34	the	the	DET
crl-16603	32	35	norm	norm	NOUN
crl-16603	32	36	in	in	ADP
crl-16603	32	37	scholarly	scholarly	ADJ
crl-16603	32	38	research	research	NOUN
crl-16603	32	39	and	and	CCONJ
crl-16603	32	40	assessment	assessment	NOUN
crl-16603	32	41	.	.	PUNCT
crl-16603	33	1	current	current	ADJ
crl-16603	33	2	research	research	NOUN
crl-16603	33	3	practices	practice	NOUN
crl-16603	33	4	,	,	PUNCT
crl-16603	33	5	often	often	ADV
crl-16603	33	6	called	call	VERB
crl-16603	33	7	“	"	PUNCT
crl-16603	33	8	small	small	ADJ
crl-16603	33	9	data	datum	NOUN
crl-16603	33	10	,	,	PUNCT
crl-16603	33	11	”	"	PUNCT
crl-16603	33	12	involve	involve	VERB
crl-16603	33	13	actors	actor	NOUN
crl-16603	33	14	developing	develop	VERB
crl-16603	33	15	and	and	CCONJ
crl-16603	33	16	curating	curate	VERB
crl-16603	33	17	limited	limited	ADJ
crl-16603	33	18	datasets	dataset	NOUN
crl-16603	33	19	to	to	PART
crl-16603	33	20	answer	answer	VERB
crl-16603	33	21	preset	preset	ADJ
crl-16603	33	22	and	and	CCONJ
crl-16603	33	23	particular	particular	ADJ
crl-16603	33	24	questions.7	questions.7	NOUN
crl-16603	33	25	smaller	small	ADJ
crl-16603	33	26	datasets	dataset	NOUN
crl-16603	33	27	and	and	CCONJ
crl-16603	33	28	related	related	ADJ
crl-16603	33	29	practices	practice	NOUN
crl-16603	33	30	generally	generally	ADV
crl-16603	33	31	respect	respect	VERB
crl-16603	33	32	informational	informational	ADJ
crl-16603	33	33	norms	norm	NOUN
crl-16603	33	34	,	,	PUNCT
crl-16603	33	35	or	or	CCONJ
crl-16603	33	36	expectations	expectation	NOUN
crl-16603	33	37	of	of	ADP
crl-16603	33	38	information	information	NOUN
crl-16603	33	39	flow	flow	NOUN
crl-16603	33	40	,	,	PUNCT
crl-16603	33	41	because	because	SCONJ
crl-16603	33	42	actors	actor	NOUN
crl-16603	33	43	seek	seek	VERB
crl-16603	33	44	consent	consent	NOUN
crl-16603	33	45	for	for	ADP
crl-16603	33	46	data	datum	NOUN
crl-16603	33	47	gathering	gathering	NOUN
crl-16603	33	48	beforehand	beforehand	ADV
crl-16603	33	49	and	and	CCONJ
crl-16603	33	50	use	use	VERB
crl-16603	33	51	the	the	DET
crl-16603	33	52	data	datum	NOUN
crl-16603	33	53	as	as	ADP
crl-16603	33	54	means	mean	NOUN
crl-16603	33	55	toward	toward	ADP
crl-16603	33	56	explicitly	explicitly	ADV
crl-16603	33	57	agreed	agree	VERB
crl-16603	33	58	-	-	PUNCT
crl-16603	33	59	upon	upon	ADP
crl-16603	33	60	and	and	CCONJ
crl-16603	33	61	respected	respect	VERB
crl-16603	33	62	ends.8	ends.8	PROPN
crl-16603	33	63	the	the	DET
crl-16603	33	64	big	big	ADJ
crl-16603	33	65	data	datum	NOUN
crl-16603	33	66	ethos	ethos	VERB
crl-16603	33	67	,	,	PUNCT
crl-16603	33	68	however	however	ADV
crl-16603	33	69	,	,	PUNCT
crl-16603	33	70	motivates	motivate	VERB
crl-16603	33	71	actors	actor	NOUN
crl-16603	33	72	to	to	PART
crl-16603	33	73	develop	develop	VERB
crl-16603	33	74	boundless	boundless	ADJ
crl-16603	33	75	datasets	dataset	NOUN
crl-16603	33	76	to	to	PART
crl-16603	33	77	be	be	AUX
crl-16603	33	78	used	use	VERB
crl-16603	33	79	in	in	ADP
crl-16603	33	80	ways	way	NOUN
crl-16603	33	81	that	that	PRON
crl-16603	33	82	are	be	AUX
crl-16603	33	83	often	often	ADV
crl-16603	33	84	unanticipated	unanticipate	VERB
crl-16603	33	85	at	at	ADP
crl-16603	33	86	time	time	NOUN
crl-16603	33	87	of	of	ADP
crl-16603	33	88	collection	collection	NOUN
crl-16603	33	89	.	.	PUNCT
crl-16603	34	1	individuals	individual	NOUN
crl-16603	34	2	,	,	PUNCT
crl-16603	34	3	organiza306	organiza306	PROPN
crl-16603	34	4	college	college	PROPN
crl-16603	34	5	&	&	CCONJ
crl-16603	34	6	research	research	PROPN
crl-16603	34	7	libraries	library	NOUN
crl-16603	34	8	april	april	PROPN
crl-16603	34	9	2018	2018	NUM
crl-16603	34	10	tions	tion	NOUN
crl-16603	34	11	,	,	PUNCT
crl-16603	34	12	and	and	CCONJ
crl-16603	34	13	institutions	institution	NOUN
crl-16603	34	14	implementing	implement	VERB
crl-16603	34	15	big	big	ADJ
crl-16603	34	16	data	datum	NOUN
crl-16603	34	17	initiatives	initiative	NOUN
crl-16603	34	18	argue	argue	VERB
crl-16603	34	19	that	that	SCONJ
crl-16603	34	20	taking	take	VERB
crl-16603	34	21	an	an	DET
crl-16603	34	22	“	"	PUNCT
crl-16603	34	23	n	n	NOUN
crl-16603	34	24	=	=	PUNCT
crl-16603	34	25	all	all	DET
crl-16603	34	26	”	"	PUNCT
crl-16603	34	27	approach	approach	NOUN
crl-16603	34	28	and	and	CCONJ
crl-16603	34	29	aggregating	aggregate	VERB
crl-16603	34	30	all	all	DET
crl-16603	34	31	the	the	DET
crl-16603	34	32	data	datum	NOUN
crl-16603	34	33	they	they	PRON
crl-16603	34	34	can	can	AUX
crl-16603	34	35	get	get	VERB
crl-16603	34	36	will	will	AUX
crl-16603	34	37	optimize	optimize	VERB
crl-16603	34	38	their	their	PRON
crl-16603	34	39	data	data	NOUN
crl-16603	34	40	-	-	PUNCT
crl-16603	34	41	driven	drive	VERB
crl-16603	34	42	projects.9	projects.9	ADJ
crl-16603	34	43	immense	immense	ADJ
crl-16603	34	44	datasets	dataset	NOUN
crl-16603	34	45	,	,	PUNCT
crl-16603	34	46	made	make	VERB
crl-16603	34	47	possible	possible	ADJ
crl-16603	34	48	by	by	ADP
crl-16603	34	49	aggregating	aggregate	VERB
crl-16603	34	50	and	and	CCONJ
crl-16603	34	51	intertwining	intertwine	VERB
crl-16603	34	52	disparate	disparate	ADJ
crl-16603	34	53	and	and	CCONJ
crl-16603	34	54	diverse	diverse	ADJ
crl-16603	34	55	sources	source	NOUN
crl-16603	34	56	of	of	ADP
crl-16603	34	57	data	datum	NOUN
crl-16603	34	58	,	,	PUNCT
crl-16603	34	59	no	no	ADV
crl-16603	34	60	longer	long	ADV
crl-16603	34	61	require	require	VERB
crl-16603	34	62	painstaking	painstaking	ADJ
crl-16603	34	63	curation	curation	NOUN
crl-16603	34	64	of	of	ADP
crl-16603	34	65	scientific	scientific	ADJ
crl-16603	34	66	,	,	PUNCT
crl-16603	34	67	statistically	statistically	ADV
crl-16603	34	68	powerful	powerful	ADJ
crl-16603	34	69	samples	sample	NOUN
crl-16603	34	70	.	.	PUNCT
crl-16603	35	1	instead	instead	ADV
crl-16603	35	2	,	,	PUNCT
crl-16603	35	3	data	datum	NOUN
crl-16603	35	4	scientists	scientist	NOUN
crl-16603	35	5	can	can	AUX
crl-16603	35	6	conduct	conduct	VERB
crl-16603	35	7	“	"	PUNCT
crl-16603	35	8	fishing	fishing	NOUN
crl-16603	35	9	expeditions	expedition	NOUN
crl-16603	35	10	…	…	PUNCT
crl-16603	35	11	to	to	PART
crl-16603	35	12	look	look	VERB
crl-16603	35	13	hard	hard	ADJ
crl-16603	35	14	for	for	ADP
crl-16603	35	15	patterns	pattern	NOUN
crl-16603	35	16	and	and	CCONJ
crl-16603	35	17	report	report	VERB
crl-16603	35	18	any	any	DET
crl-16603	35	19	comparisons	comparison	NOUN
crl-16603	35	20	that	that	PRON
crl-16603	35	21	happen	happen	VERB
crl-16603	35	22	to	to	PART
crl-16603	35	23	be	be	AUX
crl-16603	35	24	statistically	statistically	ADV
crl-16603	35	25	significant	significant	ADJ
crl-16603	35	26	.	.	PUNCT
crl-16603	36	1	”10	”10	NOUN
crl-16603	36	2	learning	learn	VERB
crl-16603	36	3	analytics	analytic	NOUN
crl-16603	36	4	as	as	ADP
crl-16603	36	5	a	a	DET
crl-16603	36	6	big	big	ADJ
crl-16603	36	7	data	data	NOUN
crl-16603	36	8	practice	practice	NOUN
crl-16603	36	9	la	la	NOUN
crl-16603	36	10	is	be	AUX
crl-16603	36	11	commonly	commonly	ADV
crl-16603	36	12	defined	define	VERB
crl-16603	36	13	as	as	ADP
crl-16603	36	14	the	the	DET
crl-16603	36	15	“	"	PUNCT
crl-16603	36	16	measurement	measurement	NOUN
crl-16603	36	17	,	,	PUNCT
crl-16603	36	18	collection	collection	NOUN
crl-16603	36	19	,	,	PUNCT
crl-16603	36	20	analysis	analysis	NOUN
crl-16603	36	21	and	and	CCONJ
crl-16603	36	22	reporting	reporting	NOUN
crl-16603	36	23	of	of	ADP
crl-16603	36	24	data	datum	NOUN
crl-16603	36	25	about	about	ADP
crl-16603	36	26	learners	learner	NOUN
crl-16603	36	27	and	and	CCONJ
crl-16603	36	28	their	their	PRON
crl-16603	36	29	contexts	context	NOUN
crl-16603	36	30	,	,	PUNCT
crl-16603	36	31	for	for	ADP
crl-16603	36	32	purposes	purpose	NOUN
crl-16603	36	33	of	of	ADP
crl-16603	36	34	understanding	understanding	NOUN
crl-16603	36	35	and	and	CCONJ
crl-16603	36	36	optimizing	optimize	VERB
crl-16603	36	37	learning	learning	NOUN
crl-16603	36	38	and	and	CCONJ
crl-16603	36	39	the	the	DET
crl-16603	36	40	environments	environment	NOUN
crl-16603	36	41	in	in	ADP
crl-16603	36	42	which	which	PRON
crl-16603	36	43	it	it	PRON
crl-16603	36	44	occurs	occur	VERB
crl-16603	36	45	.	.	PUNCT
crl-16603	37	1	”11	”11	PROPN
crl-16603	37	2	to	to	PART
crl-16603	37	3	maximize	maximize	VERB
crl-16603	37	4	la	la	PROPN
crl-16603	37	5	’s	’s	PART
crl-16603	37	6	potential	potential	NOUN
crl-16603	37	7	,	,	PUNCT
crl-16603	37	8	heis	heis	VERB
crl-16603	37	9	implementing	implement	VERB
crl-16603	37	10	la	la	PROPN
crl-16603	37	11	are	be	AUX
crl-16603	37	12	working	work	VERB
crl-16603	37	13	to	to	ADP
crl-16603	37	14	“	"	PUNCT
crl-16603	37	15	de	de	ADJ
crl-16603	37	16	-	-	ADJ
crl-16603	37	17	silo”12	silo”12	ADJ
crl-16603	37	18	so	so	ADV
crl-16603	37	19	-	-	PUNCT
crl-16603	37	20	called	call	VERB
crl-16603	37	21	“	"	PUNCT
crl-16603	37	22	static	static	ADJ
crl-16603	37	23	data	datum	NOUN
crl-16603	37	24	”	"	PUNCT
crl-16603	37	25	about	about	ADP
crl-16603	37	26	and	and	CCONJ
crl-16603	37	27	created	create	VERB
crl-16603	37	28	by	by	ADP
crl-16603	37	29	students	student	NOUN
crl-16603	37	30	stored	store	VERB
crl-16603	37	31	in	in	ADP
crl-16603	37	32	departmental	departmental	ADJ
crl-16603	37	33	offices	office	NOUN
crl-16603	37	34	across	across	ADP
crl-16603	37	35	campus	campus	NOUN
crl-16603	37	36	by	by	ADP
crl-16603	37	37	building	build	VERB
crl-16603	37	38	up	up	ADP
crl-16603	37	39	institutionwide	institutionwide	NOUN
crl-16603	37	40	data	datum	NOUN
crl-16603	37	41	warehouses13	warehouses13	NOUN
crl-16603	37	42	to	to	PART
crl-16603	37	43	capture	capture	VERB
crl-16603	37	44	“	"	PUNCT
crl-16603	37	45	fluid	fluid	ADJ
crl-16603	37	46	data	datum	NOUN
crl-16603	37	47	.	.	PUNCT
crl-16603	38	1	”14	”14	PROPN
crl-16603	38	2	shacklock	shacklock	PROPN
crl-16603	38	3	explains	explain	VERB
crl-16603	38	4	the	the	DET
crl-16603	38	5	difference	difference	NOUN
crl-16603	38	6	between	between	ADP
crl-16603	38	7	static	static	ADJ
crl-16603	38	8	and	and	CCONJ
crl-16603	38	9	fluid	fluid	ADJ
crl-16603	38	10	data	datum	NOUN
crl-16603	38	11	this	this	DET
crl-16603	38	12	way	way	NOUN
crl-16603	38	13	:	:	PUNCT
crl-16603	38	14	static	static	ADJ
crl-16603	38	15	data	data	NOUN
crl-16603	38	16	is	be	AUX
crl-16603	38	17	that	that	PRON
crl-16603	38	18	which	which	PRON
crl-16603	38	19	is	be	AUX
crl-16603	38	20	collected	collect	VERB
crl-16603	38	21	,	,	PUNCT
crl-16603	38	22	recorded	record	VERB
crl-16603	38	23	and	and	CCONJ
crl-16603	38	24	stored	store	VERB
crl-16603	38	25	by	by	ADP
crl-16603	38	26	institutions	institution	NOUN
crl-16603	38	27	[	[	X
crl-16603	38	28	including	include	VERB
crl-16603	38	29	]	]	PUNCT
crl-16603	38	30	student	student	NOUN
crl-16603	38	31	records	record	NOUN
crl-16603	38	32	,	,	PUNCT
crl-16603	38	33	staff	staff	NOUN
crl-16603	38	34	data	datum	NOUN
crl-16603	38	35	,	,	PUNCT
crl-16603	38	36	financial	financial	ADJ
crl-16603	38	37	data	datum	NOUN
crl-16603	38	38	and	and	CCONJ
crl-16603	38	39	estates	estate	NOUN
crl-16603	38	40	data	datum	NOUN
crl-16603	38	41	.	.	PUNCT
crl-16603	39	1	fluid	fluid	ADJ
crl-16603	39	2	data	datum	NOUN
crl-16603	39	3	…	…	PUNCT
crl-16603	39	4	is	be	AUX
crl-16603	39	5	generated	generate	VERB
crl-16603	39	6	through	through	ADP
crl-16603	39	7	the	the	DET
crl-16603	39	8	increasingly	increasingly	ADV
crl-16603	39	9	digital	digital	ADJ
crl-16603	39	10	way	way	NOUN
crl-16603	39	11	a	a	DET
crl-16603	39	12	student	student	NOUN
crl-16603	39	13	interacts	interact	VERB
crl-16603	39	14	with	with	ADP
crl-16603	39	15	their	their	PRON
crl-16603	39	16	university	university	NOUN
crl-16603	39	17	,	,	PUNCT
crl-16603	39	18	such	such	ADJ
crl-16603	39	19	as	as	ADP
crl-16603	39	20	card	card	NOUN
crl-16603	39	21	swipe	swipe	NOUN
crl-16603	39	22	data	datum	NOUN
crl-16603	39	23	from	from	ADP
crl-16603	39	24	access	access	NOUN
crl-16603	39	25	-	-	PUNCT
crl-16603	39	26	controlled	control	VERB
crl-16603	39	27	campus	campus	NOUN
crl-16603	39	28	buildings	building	NOUN
crl-16603	39	29	,	,	PUNCT
crl-16603	39	30	log	log	NOUN
crl-16603	39	31	-	-	PUNCT
crl-16603	39	32	ins	in	NOUN
crl-16603	39	33	to	to	ADP
crl-16603	39	34	the	the	DET
crl-16603	39	35	virtual	virtual	ADJ
crl-16603	39	36	learning	learn	VERB
crl-16603	39	37	environment	environment	NOUN
crl-16603	39	38	(	(	PUNCT
crl-16603	39	39	vle	vle	PROPN
crl-16603	39	40	)	)	PUNCT
crl-16603	39	41	and	and	CCONJ
crl-16603	39	42	e	e	NOUN
crl-16603	39	43	-	-	NOUN
crl-16603	39	44	books	book	NOUN
crl-16603	39	45	or	or	CCONJ
crl-16603	39	46	online	online	ADJ
crl-16603	39	47	journal	journal	NOUN
crl-16603	39	48	downloads.15	downloads.15	NOUN
crl-16603	39	49	tightly	tightly	ADV
crl-16603	39	50	guarded	guard	VERB
crl-16603	39	51	information	information	NOUN
crl-16603	39	52	and	and	CCONJ
crl-16603	39	53	technically	technically	ADV
crl-16603	39	54	inaccessible	inaccessible	ADJ
crl-16603	39	55	data	datum	NOUN
crl-16603	39	56	hinders	hinder	VERB
crl-16603	39	57	la	la	PROPN
crl-16603	39	58	’s	’s	PART
crl-16603	39	59	efficacy	efficacy	NOUN
crl-16603	39	60	.	.	PUNCT
crl-16603	40	1	ubiquitous	ubiquitous	ADJ
crl-16603	40	2	campus	campus	NOUN
crl-16603	40	3	educational	educational	ADJ
crl-16603	40	4	,	,	PUNCT
crl-16603	40	5	professional	professional	ADJ
crl-16603	40	6	,	,	PUNCT
crl-16603	40	7	and	and	CCONJ
crl-16603	40	8	personal	personal	ADJ
crl-16603	40	9	information	information	NOUN
crl-16603	40	10	systems	system	NOUN
crl-16603	40	11	store	store	VERB
crl-16603	40	12	a	a	DET
crl-16603	40	13	significant	significant	ADJ
crl-16603	40	14	amount	amount	NOUN
crl-16603	40	15	of	of	ADP
crl-16603	40	16	data	datum	NOUN
crl-16603	40	17	and	and	CCONJ
crl-16603	40	18	information	information	NOUN
crl-16603	40	19	created	create	VERB
crl-16603	40	20	by	by	ADP
crl-16603	40	21	or	or	CCONJ
crl-16603	40	22	about	about	ADP
crl-16603	40	23	students	student	NOUN
crl-16603	40	24	.	.	PUNCT
crl-16603	41	1	data	datum	NOUN
crl-16603	41	2	captures	capture	NOUN
crl-16603	41	3	begin	begin	VERB
crl-16603	41	4	even	even	ADV
crl-16603	41	5	before	before	SCONJ
crl-16603	41	6	a	a	DET
crl-16603	41	7	student	student	NOUN
crl-16603	41	8	applies	apply	VERB
crl-16603	41	9	for	for	ADP
crl-16603	41	10	admission	admission	NOUN
crl-16603	41	11	and	and	CCONJ
crl-16603	41	12	extend	extend	VERB
crl-16603	41	13	to	to	ADP
crl-16603	41	14	alumni	alumnus	NOUN
crl-16603	41	15	status	status	NOUN
crl-16603	41	16	,	,	PUNCT
crl-16603	41	17	enabling	enable	VERB
crl-16603	41	18	colleges	college	NOUN
crl-16603	41	19	and	and	CCONJ
crl-16603	41	20	universities	university	NOUN
crl-16603	41	21	to	to	PART
crl-16603	41	22	probe	probe	VERB
crl-16603	41	23	student	student	NOUN
crl-16603	41	24	behaviors	behavior	NOUN
crl-16603	41	25	as	as	ADP
crl-16603	41	26	a	a	DET
crl-16603	41	27	snapshot	snapshot	NOUN
crl-16603	41	28	or	or	CCONJ
crl-16603	41	29	over	over	ADP
crl-16603	41	30	time.16	time.16	PROPN
crl-16603	41	31	students	student	NOUN
crl-16603	41	32	are	be	AUX
crl-16603	41	33	easily	easily	ADV
crl-16603	41	34	accessible	accessible	ADJ
crl-16603	41	35	data	datum	NOUN
crl-16603	41	36	subjects	subject	NOUN
crl-16603	41	37	,	,	PUNCT
crl-16603	41	38	and	and	CCONJ
crl-16603	41	39	heis	heis	PROPN
crl-16603	41	40	can	can	AUX
crl-16603	41	41	avoid	avoid	VERB
crl-16603	41	42	seeking	seek	VERB
crl-16603	41	43	student	student	NOUN
crl-16603	41	44	consent	consent	NOUN
crl-16603	41	45	for	for	ADP
crl-16603	41	46	data	data	NOUN
crl-16603	41	47	collection	collection	NOUN
crl-16603	41	48	,	,	PUNCT
crl-16603	41	49	retaining	retain	VERB
crl-16603	41	50	and	and	CCONJ
crl-16603	41	51	analyzing	analyze	VERB
crl-16603	41	52	student	student	NOUN
crl-16603	41	53	data	datum	NOUN
crl-16603	41	54	with	with	ADP
crl-16603	41	55	impunity	impunity	NOUN
crl-16603	41	56	because	because	SCONJ
crl-16603	41	57	the	the	DET
crl-16603	41	58	data	data	NOUN
crl-16603	41	59	is	be	AUX
crl-16603	41	60	generated	generate	VERB
crl-16603	41	61	as	as	ADP
crl-16603	41	62	part	part	NOUN
crl-16603	41	63	of	of	ADP
crl-16603	41	64	the	the	DET
crl-16603	41	65	educational	educational	ADJ
crl-16603	41	66	process.17	process.17	NOUN
crl-16603	41	67	emerging	emerge	VERB
crl-16603	41	68	troves	trove	NOUN
crl-16603	41	69	of	of	ADP
crl-16603	41	70	student	student	NOUN
crl-16603	41	71	data	datum	NOUN
crl-16603	41	72	can	can	AUX
crl-16603	41	73	be	be	AUX
crl-16603	41	74	enlarged	enlarge	VERB
crl-16603	41	75	by	by	ADP
crl-16603	41	76	capturing	capture	VERB
crl-16603	41	77	the	the	DET
crl-16603	41	78	metadata	metadata	NOUN
crl-16603	41	79	,	,	PUNCT
crl-16603	41	80	known	know	VERB
crl-16603	41	81	as	as	ADP
crl-16603	41	82	“	"	PUNCT
crl-16603	41	83	data	data	NOUN
crl-16603	41	84	exhaust”18	exhaust”18	NOUN
crl-16603	41	85	or	or	CCONJ
crl-16603	41	86	“	"	PUNCT
crl-16603	41	87	digital	digital	ADJ
crl-16603	41	88	footprints”19	footprints”19	NOUN
crl-16603	41	89	students	student	NOUN
crl-16603	41	90	leave	leave	VERB
crl-16603	41	91	as	as	SCONJ
crl-16603	41	92	they	they	PRON
crl-16603	41	93	interact	interact	VERB
crl-16603	41	94	with	with	ADP
crl-16603	41	95	information	information	NOUN
crl-16603	41	96	systems	system	NOUN
crl-16603	41	97	.	.	PUNCT
crl-16603	42	1	motivations	motivation	NOUN
crl-16603	42	2	driving	drive	VERB
crl-16603	42	3	la	la	DET
crl-16603	42	4	heis	heis	PROPN
crl-16603	42	5	deploy	deploy	VERB
crl-16603	42	6	la	la	PROPN
crl-16603	42	7	to	to	PART
crl-16603	42	8	understand	understand	VERB
crl-16603	42	9	student	student	NOUN
crl-16603	42	10	behaviors	behavior	NOUN
crl-16603	42	11	within	within	ADP
crl-16603	42	12	learning	learn	VERB
crl-16603	42	13	contexts	context	NOUN
crl-16603	42	14	and	and	CCONJ
crl-16603	42	15	optimize	optimize	VERB
crl-16603	42	16	learning	learn	VERB
crl-16603	42	17	environments	environment	NOUN
crl-16603	42	18	.	.	PUNCT
crl-16603	43	1	examining	examine	VERB
crl-16603	43	2	student	student	NOUN
crl-16603	43	3	data	datum	NOUN
crl-16603	43	4	may	may	AUX
crl-16603	43	5	directly	directly	ADV
crl-16603	43	6	or	or	CCONJ
crl-16603	43	7	only	only	ADV
crl-16603	43	8	tangentially	tangentially	ADV
crl-16603	43	9	benefit	benefit	NOUN
crl-16603	43	10	students	student	NOUN
crl-16603	43	11	,	,	PUNCT
crl-16603	43	12	however	however	ADV
crl-16603	43	13	,	,	PUNCT
crl-16603	43	14	or	or	CCONJ
crl-16603	43	15	may	may	AUX
crl-16603	43	16	benefit	benefit	VERB
crl-16603	43	17	only	only	ADV
crl-16603	43	18	the	the	DET
crl-16603	43	19	institution	institution	NOUN
crl-16603	43	20	itself	itself	PRON
crl-16603	43	21	.	.	PUNCT
crl-16603	44	1	goals	goal	NOUN
crl-16603	44	2	tangential	tangential	ADJ
crl-16603	44	3	to	to	ADP
crl-16603	44	4	student	student	NOUN
crl-16603	44	5	achievement	achievement	NOUN
crl-16603	44	6	include	include	VERB
crl-16603	44	7	resource	resource	NOUN
crl-16603	44	8	optimization	optimization	NOUN
crl-16603	44	9	and	and	CCONJ
crl-16603	44	10	revenue	revenue	NOUN
crl-16603	44	11	increases.20	increases.20	PROPN
crl-16603	44	12	heis	heis	PROPN
crl-16603	44	13	often	often	ADV
crl-16603	44	14	believe	believe	VERB
crl-16603	44	15	that	that	SCONJ
crl-16603	44	16	la	la	PROPN
crl-16603	44	17	will	will	AUX
crl-16603	44	18	unveil	unveil	VERB
crl-16603	44	19	hidden	hide	VERB
crl-16603	44	20	cost	cost	NOUN
crl-16603	44	21	savings	saving	NOUN
crl-16603	44	22	and	and	CCONJ
crl-16603	44	23	streamline	streamline	VERB
crl-16603	44	24	operational	operational	ADJ
crl-16603	44	25	practices.21	practices.21	PROPN
crl-16603	44	26	improved	improve	VERB
crl-16603	44	27	fiscal	fiscal	ADJ
crl-16603	44	28	management	management	NOUN
crl-16603	44	29	may	may	AUX
crl-16603	44	30	enable	enable	VERB
crl-16603	44	31	heis	heis	PROPN
crl-16603	44	32	to	to	PART
crl-16603	44	33	defend	defend	VERB
crl-16603	44	34	themselves	themselves	PRON
crl-16603	44	35	against	against	ADP
crl-16603	44	36	accountability	accountability	NOUN
crl-16603	44	37	calls	call	NOUN
crl-16603	44	38	and	and	CCONJ
crl-16603	44	39	measures	measure	NOUN
crl-16603	44	40	due	due	ADJ
crl-16603	44	41	to	to	ADP
crl-16603	44	42	ongoing	ongoing	ADJ
crl-16603	44	43	tuition	tuition	NOUN
crl-16603	44	44	increases	increase	NOUN
crl-16603	44	45	and	and	CCONJ
crl-16603	44	46	the	the	DET
crl-16603	44	47	rise	rise	NOUN
crl-16603	44	48	in	in	ADP
crl-16603	44	49	student	student	NOUN
crl-16603	44	50	loan	loan	NOUN
crl-16603	44	51	debt.22	debt.22	NOUN
crl-16603	44	52	beyond	beyond	ADP
crl-16603	44	53	its	its	PRON
crl-16603	44	54	business	business	NOUN
crl-16603	44	55	intelligence	intelligence	NOUN
crl-16603	44	56	aspects	aspect	NOUN
crl-16603	44	57	,	,	PUNCT
crl-16603	44	58	la	la	DET
crl-16603	44	59	initiatives	initiative	NOUN
crl-16603	44	60	focus	focus	VERB
crl-16603	44	61	on	on	ADP
crl-16603	44	62	directly	directly	ADV
crl-16603	44	63	improving	improve	VERB
crl-16603	44	64	student	student	NOUN
crl-16603	44	65	learning	learning	NOUN
crl-16603	44	66	experiences.23	experiences.23	PROPN
crl-16603	44	67	advocates	advocate	NOUN
crl-16603	44	68	of	of	ADP
crl-16603	44	69	la	la	PRON
crl-16603	44	70	argue	argue	VERB
crl-16603	44	71	that	that	SCONJ
crl-16603	44	72	analyzing	analyze	VERB
crl-16603	44	73	the	the	DET
crl-16603	44	74	emerging	emerge	VERB
crl-16603	44	75	trove	trove	NOUN
crl-16603	44	76	of	of	ADP
crl-16603	44	77	student	student	NOUN
crl-16603	44	78	data	datum	NOUN
crl-16603	44	79	will	will	AUX
crl-16603	44	80	finally	finally	ADV
crl-16603	44	81	unpack	unpack	VERB
crl-16603	44	82	the	the	DET
crl-16603	44	83	“	"	PUNCT
crl-16603	44	84	black	black	ADJ
crl-16603	44	85	box	box	NOUN
crl-16603	44	86	”	"	PUNCT
crl-16603	44	87	of	of	ADP
crl-16603	44	88	learning	learning	PROPN
crl-16603	44	89	,	,	PUNCT
crl-16603	44	90	enabling	enable	VERB
crl-16603	44	91	better	well	ADJ
crl-16603	44	92	comprehension	comprehension	NOUN
crl-16603	44	93	of	of	ADP
crl-16603	44	94	inputs	input	NOUN
crl-16603	44	95	and	and	CCONJ
crl-16603	44	96	outputs	output	NOUN
crl-16603	44	97	relevant	relevant	ADJ
crl-16603	44	98	to	to	ADP
crl-16603	44	99	successful	successful	ADJ
crl-16603	44	100	learning	learning	NOUN
crl-16603	44	101	experiences.24	experiences.24	NOUN
crl-16603	44	102	specifically	specifically	ADV
crl-16603	44	103	,	,	PUNCT
crl-16603	44	104	proponents	proponent	NOUN
crl-16603	44	105	of	of	ADP
crl-16603	44	106	data	data	NOUN
crl-16603	44	107	-	-	PUNCT
crl-16603	44	108	driven	drive	VERB
crl-16603	44	109	education	education	NOUN
crl-16603	44	110	argue	argue	VERB
crl-16603	44	111	that	that	SCONJ
crl-16603	44	112	datifying	datifye	VERB
crl-16603	44	113	the	the	DET
crl-16603	44	114	learning	learning	NOUN
crl-16603	44	115	experience	experience	NOUN
crl-16603	44	116	will	will	AUX
crl-16603	44	117	create	create	VERB
crl-16603	44	118	actionable	actionable	ADJ
crl-16603	44	119	insights	insight	NOUN
crl-16603	44	120	into	into	ADP
crl-16603	44	121	student	student	NOUN
crl-16603	44	122	success	success	NOUN
crl-16603	44	123	and	and	CCONJ
crl-16603	44	124	failure	failure	NOUN
crl-16603	44	125	,	,	PUNCT
crl-16603	44	126	and	and	CCONJ
crl-16603	44	127	predictive	predictive	ADJ
crl-16603	44	128	algorithms	algorithm	NOUN
crl-16603	44	129	built	build	VERB
crl-16603	44	130	on	on	ADP
crl-16603	44	131	large	large	ADJ
crl-16603	44	132	datasets	dataset	NOUN
crl-16603	44	133	will	will	AUX
crl-16603	44	134	provide	provide	VERB
crl-16603	44	135	heis	heis	VERB
crl-16603	44	136	the	the	DET
crl-16603	44	137	tools	tool	NOUN
crl-16603	44	138	to	to	PART
crl-16603	44	139	determine	determine	VERB
crl-16603	44	140	students	student	NOUN
crl-16603	44	141	’	'	PUNCT
crl-16603	44	142	future	future	ADJ
crl-16603	44	143	educational	educational	ADJ
crl-16603	44	144	progress.25	progress.25	NOUN
crl-16603	44	145	learning	learn	VERB
crl-16603	44	146	analytics	analytic	NOUN
crl-16603	44	147	and	and	CCONJ
crl-16603	44	148	the	the	DET
crl-16603	44	149	academic	academic	ADJ
crl-16603	44	150	library	library	NOUN
crl-16603	44	151	307	307	NUM
crl-16603	44	152	applications	application	NOUN
crl-16603	44	153	of	of	ADP
crl-16603	44	154	learning	learn	VERB
crl-16603	44	155	analytics	analytic	NOUN
crl-16603	44	156	because	because	SCONJ
crl-16603	44	157	data	datum	NOUN
crl-16603	44	158	on	on	ADP
crl-16603	44	159	prospective	prospective	ADJ
crl-16603	44	160	students	student	NOUN
crl-16603	44	161	is	be	AUX
crl-16603	44	162	valuable	valuable	ADJ
crl-16603	44	163	to	to	PART
crl-16603	44	164	heis	heis	VERB
crl-16603	44	165	well	well	ADV
crl-16603	44	166	before	before	ADP
crl-16603	44	167	enrollment	enrollment	NOUN
crl-16603	44	168	,	,	PUNCT
crl-16603	44	169	admissions	admission	NOUN
crl-16603	44	170	departments	department	NOUN
crl-16603	44	171	are	be	AUX
crl-16603	44	172	developing	develop	VERB
crl-16603	44	173	troves	trove	NOUN
crl-16603	44	174	of	of	ADP
crl-16603	44	175	data	datum	NOUN
crl-16603	44	176	and	and	CCONJ
crl-16603	44	177	analytic	analytic	ADJ
crl-16603	44	178	capacities	capacity	NOUN
crl-16603	44	179	in	in	ADP
crl-16603	44	180	novel	novel	ADJ
crl-16603	44	181	ways	way	NOUN
crl-16603	44	182	.	.	PUNCT
crl-16603	45	1	some	some	PRON
crl-16603	45	2	of	of	ADP
crl-16603	45	3	this	this	DET
crl-16603	45	4	information	information	NOUN
crl-16603	45	5	comes	come	VERB
crl-16603	45	6	from	from	ADP
crl-16603	45	7	standard	standard	ADJ
crl-16603	45	8	sources	source	NOUN
crl-16603	45	9	,	,	PUNCT
crl-16603	45	10	such	such	ADJ
crl-16603	45	11	as	as	ADP
crl-16603	45	12	act	act	NOUN
crl-16603	45	13	and	and	CCONJ
crl-16603	45	14	sat	sit	VERB
crl-16603	45	15	scores	score	NOUN
crl-16603	45	16	,	,	PUNCT
crl-16603	45	17	which	which	PRON
crl-16603	45	18	admissions	admission	NOUN
crl-16603	45	19	departments	department	NOUN
crl-16603	45	20	purchase	purchase	VERB
crl-16603	45	21	en	en	X
crl-16603	45	22	masse	masse	NOUN
crl-16603	45	23	to	to	PART
crl-16603	45	24	microtarget	microtarget	VERB
crl-16603	45	25	prospective	prospective	ADJ
crl-16603	45	26	students.26	students.26	NOUN
crl-16603	45	27	these	these	DET
crl-16603	45	28	same	same	ADJ
crl-16603	45	29	admissions	admission	NOUN
crl-16603	45	30	officers	officer	NOUN
crl-16603	45	31	are	be	AUX
crl-16603	45	32	also	also	ADV
crl-16603	45	33	mining	mine	VERB
crl-16603	45	34	data	datum	NOUN
crl-16603	45	35	from	from	ADP
crl-16603	45	36	social	social	ADJ
crl-16603	45	37	media,27	media,27	ADJ
crl-16603	45	38	looking	look	VERB
crl-16603	45	39	at	at	ADP
crl-16603	45	40	how	how	SCONJ
crl-16603	45	41	prospective	prospective	ADJ
crl-16603	45	42	students	student	NOUN
crl-16603	45	43	interact	interact	VERB
crl-16603	45	44	with	with	ADP
crl-16603	45	45	their	their	PRON
crl-16603	45	46	institution	institution	NOUN
crl-16603	45	47	’s	’s	PART
crl-16603	45	48	website,28	website,28	NOUN
crl-16603	45	49	and	and	CCONJ
crl-16603	45	50	consulting	consult	VERB
crl-16603	45	51	with	with	ADP
crl-16603	45	52	outside	outside	ADJ
crl-16603	45	53	analytics	analytic	NOUN
crl-16603	45	54	companies.29	companies.29	NOUN
crl-16603	45	55	heis	heis	PROPN
crl-16603	45	56	argue	argue	VERB
crl-16603	45	57	that	that	SCONJ
crl-16603	45	58	the	the	PRON
crl-16603	45	59	more	more	ADV
crl-16603	45	60	they	they	PRON
crl-16603	45	61	know	know	VERB
crl-16603	45	62	about	about	ADP
crl-16603	45	63	their	their	PRON
crl-16603	45	64	potential	potential	ADJ
crl-16603	45	65	incoming	incoming	ADJ
crl-16603	45	66	class	class	NOUN
crl-16603	45	67	,	,	PUNCT
crl-16603	45	68	the	the	PRON
crl-16603	45	69	more	more	ADV
crl-16603	45	70	informed	informed	ADJ
crl-16603	45	71	and	and	CCONJ
crl-16603	45	72	effective	effective	ADJ
crl-16603	45	73	their	their	PRON
crl-16603	45	74	admissions	admission	NOUN
crl-16603	45	75	decisions	decision	NOUN
crl-16603	45	76	will	will	AUX
crl-16603	45	77	be.30	be.30	VERB
crl-16603	45	78	comprehensive	comprehensive	ADJ
crl-16603	45	79	data	datum	NOUN
crl-16603	45	80	about	about	ADP
crl-16603	45	81	prospective	prospective	ADJ
crl-16603	45	82	students	student	NOUN
crl-16603	45	83	can	can	AUX
crl-16603	45	84	help	help	VERB
crl-16603	45	85	heis	heis	AUX
crl-16603	45	86	understand	understand	VERB
crl-16603	45	87	the	the	DET
crl-16603	45	88	level	level	NOUN
crl-16603	45	89	of	of	ADP
crl-16603	45	90	a	a	DET
crl-16603	45	91	given	give	VERB
crl-16603	45	92	student	student	NOUN
crl-16603	45	93	’s	’s	PART
crl-16603	45	94	interest	interest	NOUN
crl-16603	45	95	,	,	PUNCT
crl-16603	45	96	the	the	DET
crl-16603	45	97	probability	probability	NOUN
crl-16603	45	98	that	that	SCONJ
crl-16603	45	99	she	she	PRON
crl-16603	45	100	will	will	AUX
crl-16603	45	101	apply	apply	VERB
crl-16603	45	102	and	and	CCONJ
crl-16603	45	103	enroll	enroll	VERB
crl-16603	45	104	,	,	PUNCT
crl-16603	45	105	and	and	CCONJ
crl-16603	45	106	whether	whether	SCONJ
crl-16603	45	107	past	past	ADJ
crl-16603	45	108	personal	personal	ADJ
crl-16603	45	109	information	information	NOUN
crl-16603	45	110	and	and	CCONJ
crl-16603	45	111	academic	academic	ADJ
crl-16603	45	112	performance	performance	NOUN
crl-16603	45	113	predict	predict	VERB
crl-16603	45	114	her	her	PRON
crl-16603	45	115	chances	chance	NOUN
crl-16603	45	116	of	of	ADP
crl-16603	45	117	future	future	ADJ
crl-16603	45	118	success	success	NOUN
crl-16603	45	119	and	and	CCONJ
crl-16603	45	120	graduation	graduation	NOUN
crl-16603	45	121	while	while	SCONJ
crl-16603	45	122	enrolled	enrol	VERB
crl-16603	45	123	.	.	PUNCT
crl-16603	46	1	once	once	SCONJ
crl-16603	46	2	students	student	NOUN
crl-16603	46	3	enroll	enroll	VERB
crl-16603	46	4	,	,	PUNCT
crl-16603	46	5	institutions	institution	NOUN
crl-16603	46	6	gather	gather	VERB
crl-16603	46	7	data	datum	NOUN
crl-16603	46	8	on	on	ADP
crl-16603	46	9	“	"	PUNCT
crl-16603	46	10	engagement	engagement	NOUN
crl-16603	46	11	,	,	PUNCT
crl-16603	46	12	”	"	PUNCT
crl-16603	46	13	hoping	hope	VERB
crl-16603	46	14	to	to	PART
crl-16603	46	15	retain	retain	VERB
crl-16603	46	16	them	they	PRON
crl-16603	46	17	.	.	PUNCT
crl-16603	47	1	whether	whether	SCONJ
crl-16603	47	2	a	a	DET
crl-16603	47	3	student	student	NOUN
crl-16603	47	4	is	be	AUX
crl-16603	47	5	participating	participate	VERB
crl-16603	47	6	in	in	ADP
crl-16603	47	7	campus	campus	NOUN
crl-16603	47	8	life	life	NOUN
crl-16603	47	9	has	have	AUX
crl-16603	47	10	historically	historically	ADV
crl-16603	47	11	been	be	AUX
crl-16603	47	12	difficult	difficult	ADJ
crl-16603	47	13	to	to	PART
crl-16603	47	14	measure	measure	VERB
crl-16603	47	15	,	,	PUNCT
crl-16603	47	16	but	but	CCONJ
crl-16603	47	17	campus	campus	NOUN
crl-16603	47	18	mobile	mobile	NOUN
crl-16603	47	19	applications	application	NOUN
crl-16603	47	20	can	can	AUX
crl-16603	47	21	log	log	VERB
crl-16603	47	22	interactions	interaction	NOUN
crl-16603	47	23	to	to	PART
crl-16603	47	24	track	track	VERB
crl-16603	47	25	what	what	PRON
crl-16603	47	26	students	student	NOUN
crl-16603	47	27	are	be	AUX
crl-16603	47	28	interested	interested	ADJ
crl-16603	47	29	in	in	ADP
crl-16603	47	30	and	and	CCONJ
crl-16603	47	31	need	need	VERB
crl-16603	47	32	help	help	NOUN
crl-16603	47	33	with	with	ADP
crl-16603	47	34	,	,	PUNCT
crl-16603	47	35	or	or	CCONJ
crl-16603	47	36	whether	whether	SCONJ
crl-16603	47	37	they	they	PRON
crl-16603	47	38	have	have	AUX
crl-16603	47	39	lost	lose	VERB
crl-16603	47	40	contact	contact	NOUN
crl-16603	47	41	with	with	ADP
crl-16603	47	42	campus.31	campus.31	PROPN
crl-16603	47	43	heis	heis	PROPN
crl-16603	47	44	can	can	AUX
crl-16603	47	45	also	also	ADV
crl-16603	47	46	examine	examine	VERB
crl-16603	47	47	rfid	rfid	NOUN
crl-16603	47	48	-	-	PUNCT
crl-16603	47	49	embedded	embed	VERB
crl-16603	47	50	student	student	NOUN
crl-16603	47	51	ids	id	NOUN
crl-16603	47	52	and	and	CCONJ
crl-16603	47	53	swipe	swipe	NOUN
crl-16603	47	54	card	card	NOUN
crl-16603	47	55	activity	activity	NOUN
crl-16603	47	56	to	to	PART
crl-16603	47	57	learn	learn	VERB
crl-16603	47	58	what	what	PRON
crl-16603	47	59	campus	campus	NOUN
crl-16603	47	60	services	service	NOUN
crl-16603	47	61	and	and	CCONJ
crl-16603	47	62	events	event	NOUN
crl-16603	47	63	they	they	PRON
crl-16603	47	64	are	be	AUX
crl-16603	47	65	participating	participate	VERB
crl-16603	47	66	in	in	ADP
crl-16603	47	67	and	and	CCONJ
crl-16603	47	68	when.32	when.32	VERB
crl-16603	47	69	similarly	similarly	ADV
crl-16603	47	70	,	,	PUNCT
crl-16603	47	71	campuses	campus	NOUN
crl-16603	47	72	such	such	ADJ
crl-16603	47	73	as	as	ADP
crl-16603	47	74	northern	northern	PROPN
crl-16603	47	75	arizona	arizona	PROPN
crl-16603	47	76	university	university	PROPN
crl-16603	47	77	have	have	AUX
crl-16603	47	78	moved	move	VERB
crl-16603	47	79	to	to	PART
crl-16603	47	80	automate	automate	VERB
crl-16603	47	81	attendance	attendance	NOUN
crl-16603	47	82	tracking	tracking	NOUN
crl-16603	47	83	via	via	ADP
crl-16603	47	84	rfid	rfid	NOUN
crl-16603	47	85	technologies	technology	NOUN
crl-16603	47	86	,	,	PUNCT
crl-16603	47	87	arguing	argue	VERB
crl-16603	47	88	that	that	SCONJ
crl-16603	47	89	attendance	attendance	NOUN
crl-16603	47	90	correlates	correlate	VERB
crl-16603	47	91	with	with	ADP
crl-16603	47	92	higher	high	ADJ
crl-16603	47	93	academic	academic	ADJ
crl-16603	47	94	achievement.33	achievement.33	NOUN
crl-16603	47	95	some	some	DET
crl-16603	47	96	universities	university	NOUN
crl-16603	47	97	automatically	automatically	ADV
crl-16603	47	98	notify	notify	VERB
crl-16603	47	99	a	a	DET
crl-16603	47	100	student	student	NOUN
crl-16603	47	101	’s	’s	PART
crl-16603	47	102	advisor	advisor	NOUN
crl-16603	47	103	when	when	SCONJ
crl-16603	47	104	an	an	DET
crl-16603	47	105	attendance	attendance	NOUN
crl-16603	47	106	system	system	NOUN
crl-16603	47	107	records	record	VERB
crl-16603	47	108	multiple	multiple	ADJ
crl-16603	47	109	absences.34	absences.34	NOUN
crl-16603	47	110	others	other	NOUN
crl-16603	47	111	like	like	ADP
crl-16603	47	112	class120	class120	PROPN
crl-16603	47	113	use	use	VERB
crl-16603	47	114	mobile	mobile	ADJ
crl-16603	47	115	applications	application	NOUN
crl-16603	47	116	’	'	PUNCT
crl-16603	47	117	geolocation	geolocation	NOUN
crl-16603	47	118	ability	ability	NOUN
crl-16603	47	119	to	to	PART
crl-16603	47	120	create	create	VERB
crl-16603	47	121	“	"	PUNCT
crl-16603	47	122	digital	digital	ADJ
crl-16603	47	123	fences	fence	NOUN
crl-16603	47	124	”	"	PUNCT
crl-16603	47	125	around	around	ADP
crl-16603	47	126	classroom	classroom	NOUN
crl-16603	47	127	areas	area	NOUN
crl-16603	47	128	.	.	PUNCT
crl-16603	48	1	when	when	SCONJ
crl-16603	48	2	students	student	NOUN
crl-16603	48	3	are	be	AUX
crl-16603	48	4	not	not	PART
crl-16603	48	5	inside	inside	ADP
crl-16603	48	6	the	the	DET
crl-16603	48	7	fence	fence	NOUN
crl-16603	48	8	when	when	SCONJ
crl-16603	48	9	the	the	DET
crl-16603	48	10	class	class	NOUN
crl-16603	48	11	is	be	AUX
crl-16603	48	12	in	in	ADP
crl-16603	48	13	session	session	NOUN
crl-16603	48	14	,	,	PUNCT
crl-16603	48	15	the	the	DET
crl-16603	48	16	system	system	NOUN
crl-16603	48	17	marks	mark	VERB
crl-16603	48	18	them	they	PRON
crl-16603	48	19	absent	absent	ADJ
crl-16603	48	20	and	and	CCONJ
crl-16603	48	21	can	can	AUX
crl-16603	48	22	alert	alert	VERB
crl-16603	48	23	institutional	institutional	ADJ
crl-16603	48	24	representatives	representative	NOUN
crl-16603	48	25	—	—	PUNCT
crl-16603	48	26	or	or	CCONJ
crl-16603	48	27	even	even	ADV
crl-16603	48	28	the	the	DET
crl-16603	48	29	students	student	NOUN
crl-16603	48	30	’	'	PUNCT
crl-16603	48	31	parents.35	parents.35	PROPN
crl-16603	48	32	advising	advising	NOUN
crl-16603	48	33	is	be	AUX
crl-16603	48	34	a	a	DET
crl-16603	48	35	key	key	ADJ
crl-16603	48	36	variable	variable	NOUN
crl-16603	48	37	in	in	ADP
crl-16603	48	38	student	student	NOUN
crl-16603	48	39	academic	academic	ADJ
crl-16603	48	40	achievement,36	achievement,36	NOUN
crl-16603	49	1	so	so	ADV
crl-16603	49	2	matching	match	VERB
crl-16603	49	3	students	student	NOUN
crl-16603	49	4	with	with	ADP
crl-16603	49	5	the	the	DET
crl-16603	49	6	most	most	ADV
crl-16603	49	7	appropriate	appropriate	ADJ
crl-16603	49	8	academic	academic	ADJ
crl-16603	49	9	path	path	NOUN
crl-16603	49	10	is	be	AUX
crl-16603	49	11	often	often	ADV
crl-16603	49	12	a	a	DET
crl-16603	49	13	driving	drive	VERB
crl-16603	49	14	goal	goal	NOUN
crl-16603	49	15	for	for	ADP
crl-16603	49	16	la	la	PROPN
crl-16603	49	17	initiatives	initiative	NOUN
crl-16603	49	18	.	.	PUNCT
crl-16603	50	1	heis	heis	PROPN
crl-16603	50	2	have	have	AUX
crl-16603	50	3	turned	turn	VERB
crl-16603	50	4	to	to	ADP
crl-16603	50	5	eadvising	eadvise	VERB
crl-16603	50	6	systems	system	NOUN
crl-16603	50	7	that	that	PRON
crl-16603	50	8	use	use	VERB
crl-16603	50	9	big	big	ADJ
crl-16603	50	10	data	datum	NOUN
crl-16603	50	11	tools	tool	NOUN
crl-16603	50	12	and	and	CCONJ
crl-16603	50	13	techniques	technique	NOUN
crl-16603	50	14	to	to	PART
crl-16603	50	15	analyze	analyze	VERB
crl-16603	50	16	student	student	NOUN
crl-16603	50	17	profiles	profile	NOUN
crl-16603	50	18	,	,	PUNCT
crl-16603	50	19	predict	predict	VERB
crl-16603	50	20	a	a	DET
crl-16603	50	21	student	student	NOUN
crl-16603	50	22	’s	’s	PART
crl-16603	50	23	chances	chance	NOUN
crl-16603	50	24	of	of	ADP
crl-16603	50	25	success	success	NOUN
crl-16603	50	26	,	,	PUNCT
crl-16603	50	27	and	and	CCONJ
crl-16603	50	28	suggest	suggest	VERB
crl-16603	50	29	interventions	intervention	NOUN
crl-16603	50	30	to	to	PART
crl-16603	50	31	keep	keep	VERB
crl-16603	50	32	them	they	PRON
crl-16603	50	33	on	on	ADP
crl-16603	50	34	track	track	NOUN
crl-16603	50	35	to	to	ADP
crl-16603	50	36	graduation	graduation	NOUN
crl-16603	50	37	.	.	PUNCT
crl-16603	51	1	systems	system	NOUN
crl-16603	51	2	like	like	ADP
crl-16603	51	3	degree	degree	NOUN
crl-16603	51	4	compass	compass	NOUN
crl-16603	51	5	consider	consider	VERB
crl-16603	51	6	a	a	DET
crl-16603	51	7	student	student	NOUN
crl-16603	51	8	’s	’s	PART
crl-16603	51	9	selected	select	VERB
crl-16603	51	10	major	major	NOUN
crl-16603	51	11	and	and	CCONJ
crl-16603	51	12	his	his	PRON
crl-16603	51	13	or	or	CCONJ
crl-16603	51	14	her	her	PRON
crl-16603	51	15	achievement	achievement	NOUN
crl-16603	51	16	in	in	ADP
crl-16603	51	17	past	past	ADJ
crl-16603	51	18	courses	course	NOUN
crl-16603	51	19	,	,	PUNCT
crl-16603	51	20	comparing	compare	VERB
crl-16603	51	21	that	that	DET
crl-16603	51	22	achievement	achievement	NOUN
crl-16603	51	23	with	with	ADP
crl-16603	51	24	similar	similar	ADJ
crl-16603	51	25	peers.37	peers.37	PROPN
crl-16603	51	26	the	the	DET
crl-16603	51	27	system	system	NOUN
crl-16603	51	28	then	then	ADV
crl-16603	51	29	nudges	nudge	VERB
crl-16603	51	30	students	student	NOUN
crl-16603	51	31	to	to	PART
crl-16603	51	32	enroll	enroll	VERB
crl-16603	51	33	in	in	ADP
crl-16603	51	34	particular	particular	ADJ
crl-16603	51	35	classes	class	NOUN
crl-16603	51	36	that	that	SCONJ
crl-16603	51	37	“	"	PUNCT
crl-16603	51	38	will	will	AUX
crl-16603	51	39	best	well	ADV
crl-16603	51	40	help	help	VERB
crl-16603	51	41	undergraduates	undergraduate	NOUN
crl-16603	51	42	move	move	VERB
crl-16603	51	43	through	through	ADP
crl-16603	51	44	their	their	PRON
crl-16603	51	45	programs	program	NOUN
crl-16603	51	46	of	of	ADP
crl-16603	51	47	study	study	NOUN
crl-16603	51	48	most	most	ADV
crl-16603	51	49	successfully	successfully	ADV
crl-16603	51	50	—	—	PUNCT
crl-16603	51	51	and	and	CCONJ
crl-16603	51	52	most	most	ADV
crl-16603	51	53	expeditiously	expeditiously	ADV
crl-16603	51	54	.	.	PUNCT
crl-16603	52	1	”38	”38	PROPN
crl-16603	52	2	other	other	ADJ
crl-16603	52	3	systems	system	NOUN
crl-16603	52	4	penalize	penalize	VERB
crl-16603	52	5	students	student	NOUN
crl-16603	52	6	for	for	ADP
crl-16603	52	7	not	not	PART
crl-16603	52	8	making	make	VERB
crl-16603	52	9	adequate	adequate	ADJ
crl-16603	52	10	progress	progress	NOUN
crl-16603	52	11	on	on	ADP
crl-16603	52	12	their	their	PRON
crl-16603	52	13	degrees	degree	NOUN
crl-16603	52	14	or	or	CCONJ
crl-16603	52	15	enrolling	enrolling	NOUN
crl-16603	52	16	in	in	ADP
crl-16603	52	17	courses	course	NOUN
crl-16603	52	18	not	not	PART
crl-16603	52	19	recommended	recommend	VERB
crl-16603	52	20	to	to	ADP
crl-16603	52	21	them.39	them.39	NOUN
crl-16603	52	22	repercussions	repercussion	NOUN
crl-16603	52	23	include	include	VERB
crl-16603	52	24	forcing	force	VERB
crl-16603	52	25	students	student	NOUN
crl-16603	52	26	to	to	PART
crl-16603	52	27	meet	meet	VERB
crl-16603	52	28	with	with	ADP
crl-16603	52	29	advisors	advisor	NOUN
crl-16603	52	30	or	or	CCONJ
crl-16603	52	31	choose	choose	VERB
crl-16603	52	32	a	a	DET
crl-16603	52	33	new	new	ADJ
crl-16603	52	34	major	major	NOUN
crl-16603	52	35	.	.	PUNCT
crl-16603	53	1	learning	learn	VERB
crl-16603	53	2	management	management	NOUN
crl-16603	53	3	systems	system	NOUN
crl-16603	53	4	(	(	PUNCT
crl-16603	53	5	lmss	lmss	NOUN
crl-16603	53	6	)	)	PUNCT
crl-16603	53	7	,	,	PUNCT
crl-16603	53	8	where	where	SCONJ
crl-16603	53	9	instructors	instructor	NOUN
crl-16603	53	10	facilitate	facilitate	VERB
crl-16603	53	11	online	online	ADJ
crl-16603	53	12	learning	learning	NOUN
crl-16603	53	13	experiences	experience	NOUN
crl-16603	53	14	for	for	ADP
crl-16603	53	15	distance	distance	NOUN
crl-16603	53	16	and	and	CCONJ
crl-16603	53	17	on	on	ADP
crl-16603	53	18	-	-	PUNCT
crl-16603	53	19	campus	campus	NOUN
crl-16603	53	20	students	student	NOUN
crl-16603	53	21	alike	alike	ADV
crl-16603	53	22	,	,	PUNCT
crl-16603	53	23	often	often	ADV
crl-16603	53	24	include	include	VERB
crl-16603	53	25	relatively	relatively	ADV
crl-16603	53	26	mature	mature	ADJ
crl-16603	53	27	la	la	ADP
crl-16603	53	28	technology	technology	NOUN
crl-16603	53	29	.	.	PUNCT
crl-16603	54	1	these	these	DET
crl-16603	54	2	spaces	space	NOUN
crl-16603	54	3	capture	capture	VERB
crl-16603	54	4	metadata	metadata	NOUN
crl-16603	54	5	related	relate	VERB
crl-16603	54	6	to	to	ADP
crl-16603	54	7	system	system	NOUN
crl-16603	54	8	ingress	ingress	NOUN
crl-16603	54	9	and	and	CCONJ
crl-16603	54	10	egress	egress	NOUN
crl-16603	54	11	and	and	CCONJ
crl-16603	54	12	student	student	NOUN
crl-16603	54	13	interactions	interaction	NOUN
crl-16603	54	14	with	with	ADP
crl-16603	54	15	peers	peer	NOUN
crl-16603	54	16	and	and	CCONJ
crl-16603	54	17	learning	learn	VERB
crl-16603	54	18	objects	object	NOUN
crl-16603	54	19	,	,	PUNCT
crl-16603	54	20	in	in	ADP
crl-16603	54	21	addition	addition	NOUN
crl-16603	54	22	to	to	ADP
crl-16603	54	23	content	content	NOUN
crl-16603	54	24	that	that	SCONJ
crl-16603	54	25	students	student	NOUN
crl-16603	54	26	create	create	VERB
crl-16603	54	27	and	and	CCONJ
crl-16603	54	28	grades	grade	NOUN
crl-16603	54	29	they	they	PRON
crl-16603	54	30	earn	earn	VERB
crl-16603	54	31	.	.	PUNCT
crl-16603	55	1	la	la	ADJ
crl-16603	55	2	tools	tool	NOUN
crl-16603	55	3	like	like	ADP
crl-16603	55	4	course	course	NOUN
crl-16603	55	5	signals	signal	NOUN
crl-16603	55	6	or	or	CCONJ
crl-16603	55	7	desire2learn	desire2learn	VERB
crl-16603	55	8	’s	’s	PART
crl-16603	55	9	insights	insight	NOUN
crl-16603	55	10	measure	measure	VERB
crl-16603	55	11	student	student	NOUN
crl-16603	55	12	progress	progress	NOUN
crl-16603	55	13	and	and	CCONJ
crl-16603	55	14	peer	peer	NOUN
crl-16603	55	15	engagement	engagement	NOUN
crl-16603	55	16	via	via	ADP
crl-16603	55	17	social	social	ADJ
crl-16603	55	18	network	network	NOUN
crl-16603	55	19	graphs	graph	NOUN
crl-16603	55	20	,	,	PUNCT
crl-16603	55	21	and	and	CCONJ
crl-16603	55	22	from	from	ADP
crl-16603	55	23	these	these	DET
crl-16603	55	24	data	datum	NOUN
crl-16603	55	25	try	try	VERB
crl-16603	55	26	to	to	PART
crl-16603	55	27	identify	identify	VERB
crl-16603	55	28	at	at	ADP
crl-16603	55	29	-	-	PUNCT
crl-16603	55	30	risk	risk	NOUN
crl-16603	55	31	students	student	NOUN
crl-16603	55	32	.	.	PUNCT
crl-16603	56	1	purdue	purdue	PROPN
crl-16603	56	2	university	university	PROPN
crl-16603	56	3	’s	’s	PART
crl-16603	56	4	institutional	institutional	ADJ
crl-16603	56	5	research	research	NOUN
crl-16603	56	6	on	on	ADP
crl-16603	56	7	their	their	PRON
crl-16603	56	8	implementation	implementation	NOUN
crl-16603	56	9	of	of	ADP
crl-16603	56	10	course	course	NOUN
crl-16603	56	11	signals	signal	NOUN
crl-16603	56	12	found	find	VERB
crl-16603	56	13	that	that	SCONJ
crl-16603	56	14	it	it	PRON
crl-16603	56	15	improved	improve	VERB
crl-16603	56	16	retention	retention	NOUN
crl-16603	56	17	,	,	PUNCT
crl-16603	56	18	graduation	graduation	NOUN
crl-16603	56	19	rates	rate	NOUN
crl-16603	56	20	,	,	PUNCT
crl-16603	56	21	and	and	CCONJ
crl-16603	56	22	grades,40	grades,40	VERB
crl-16603	56	23	though	though	SCONJ
crl-16603	56	24	some	some	PRON
crl-16603	56	25	have	have	AUX
crl-16603	56	26	called	call	VERB
crl-16603	56	27	into	into	ADP
crl-16603	56	28	question	question	NOUN
crl-16603	56	29	the	the	DET
crl-16603	56	30	statistical	statistical	ADJ
crl-16603	56	31	validity	validity	NOUN
crl-16603	56	32	of	of	ADP
crl-16603	56	33	the	the	DET
crl-16603	56	34	university	university	NOUN
crl-16603	56	35	’s	’s	PART
crl-16603	56	36	findings.41	findings.41	NOUN
crl-16603	56	37	some	some	DET
crl-16603	56	38	institutions	institution	NOUN
crl-16603	56	39	and	and	CCONJ
crl-16603	56	40	researchers	researcher	NOUN
crl-16603	56	41	seek	seek	VERB
crl-16603	56	42	to	to	PART
crl-16603	56	43	augment	augment	VERB
crl-16603	56	44	learner	learner	NOUN
crl-16603	56	45	data	datum	NOUN
crl-16603	56	46	in	in	ADP
crl-16603	56	47	lmss	lmss	NOUN
crl-16603	56	48	with	with	ADP
crl-16603	56	49	biometric	biometric	ADJ
crl-16603	56	50	and	and	CCONJ
crl-16603	56	51	other	other	ADJ
crl-16603	56	52	sensor	sensor	NOUN
crl-16603	56	53	data	datum	NOUN
crl-16603	56	54	from	from	ADP
crl-16603	56	55	fitness	fitness	NOUN
crl-16603	56	56	trackers	tracker	NOUN
crl-16603	56	57	.	.	PUNCT
crl-16603	57	1	oral	oral	ADJ
crl-16603	57	2	roberts	roberts	PROPN
crl-16603	57	3	university	university	PROPN
crl-16603	57	4	now	now	ADV
crl-16603	57	5	pressures	pressure	VERB
crl-16603	57	6	its	its	PRON
crl-16603	57	7	incoming	incoming	ADJ
crl-16603	57	8	classes	class	NOUN
crl-16603	57	9	to	to	PART
crl-16603	57	10	purchase	purchase	VERB
crl-16603	57	11	fitbits	fitbit	NOUN
crl-16603	57	12	,	,	PUNCT
crl-16603	57	13	arguing	argue	VERB
crl-16603	57	14	that	that	SCONJ
crl-16603	57	15	measuring	measure	VERB
crl-16603	57	16	student	student	NOUN
crl-16603	57	17	movement	movement	NOUN
crl-16603	57	18	is	be	AUX
crl-16603	57	19	part	part	NOUN
crl-16603	57	20	and	and	CCONJ
crl-16603	57	21	parcel	parcel	NOUN
crl-16603	57	22	of	of	ADP
crl-16603	57	23	fulfilling	fulfil	VERB
crl-16603	57	24	the	the	DET
crl-16603	57	25	institution	institution	NOUN
crl-16603	57	26	’s	’s	PART
crl-16603	57	27	mission	mission	NOUN
crl-16603	57	28	of	of	ADP
crl-16603	57	29	educating	educate	VERB
crl-16603	57	30	the	the	DET
crl-16603	57	31	mind	mind	NOUN
crl-16603	57	32	as	as	ADV
crl-16603	57	33	well	well	ADV
crl-16603	57	34	as	as	ADP
crl-16603	57	35	308	308	NUM
crl-16603	57	36	college	college	NOUN
crl-16603	57	37	&	&	CCONJ
crl-16603	57	38	research	research	PROPN
crl-16603	57	39	libraries	library	NOUN
crl-16603	57	40	april	april	PROPN
crl-16603	57	41	2018	2018	NUM
crl-16603	57	42	the	the	DET
crl-16603	57	43	body	body	NOUN
crl-16603	57	44	and	and	CCONJ
crl-16603	57	45	spirit.42	spirit.42	NOUN
crl-16603	57	46	step	step	NOUN
crl-16603	57	47	and	and	CCONJ
crl-16603	57	48	heart	heart	NOUN
crl-16603	57	49	-	-	PUNCT
crl-16603	57	50	rate	rate	NOUN
crl-16603	57	51	data	datum	NOUN
crl-16603	57	52	from	from	ADP
crl-16603	57	53	the	the	DET
crl-16603	57	54	fitbits	fitbit	NOUN
crl-16603	57	55	are	be	AUX
crl-16603	57	56	automatically	automatically	ADV
crl-16603	57	57	sent	send	VERB
crl-16603	57	58	to	to	ADP
crl-16603	57	59	the	the	DET
crl-16603	57	60	lms	lm	NOUN
crl-16603	57	61	and	and	CCONJ
crl-16603	57	62	graded	grade	VERB
crl-16603	57	63	,	,	PUNCT
crl-16603	57	64	but	but	CCONJ
crl-16603	57	65	grades	grade	NOUN
crl-16603	57	66	are	be	AUX
crl-16603	57	67	lowered	lower	VERB
crl-16603	57	68	if	if	SCONJ
crl-16603	57	69	they	they	PRON
crl-16603	57	70	opt	opt	VERB
crl-16603	57	71	out.43	out.43	ADV
crl-16603	57	72	similarly	similarly	ADV
crl-16603	57	73	,	,	PUNCT
crl-16603	57	74	the	the	DET
crl-16603	57	75	bill	bill	NOUN
crl-16603	57	76	and	and	CCONJ
crl-16603	57	77	melinda	melinda	PROPN
crl-16603	57	78	gates	gates	PROPN
crl-16603	57	79	foundation	foundation	PROPN
crl-16603	57	80	has	have	AUX
crl-16603	57	81	funded	fund	VERB
crl-16603	57	82	$	$	SYM
crl-16603	57	83	1.4	1.4	NUM
crl-16603	57	84	million	million	NUM
crl-16603	57	85	in	in	ADP
crl-16603	57	86	research	research	NOUN
crl-16603	57	87	to	to	PART
crl-16603	57	88	build	build	VERB
crl-16603	57	89	and	and	CCONJ
crl-16603	57	90	develop	develop	VERB
crl-16603	57	91	a	a	DET
crl-16603	57	92	so	so	ADV
crl-16603	57	93	-	-	PUNCT
crl-16603	57	94	called	call	VERB
crl-16603	57	95	“	"	PUNCT
crl-16603	57	96	engagement	engagement	NOUN
crl-16603	57	97	pedometer	pedometer	NOUN
crl-16603	57	98	,	,	PUNCT
crl-16603	57	99	”	"	PUNCT
crl-16603	57	100	which	which	PRON
crl-16603	57	101	uses	use	VERB
crl-16603	57	102	galvanic	galvanic	ADJ
crl-16603	57	103	skin	skin	NOUN
crl-16603	57	104	response	response	NOUN
crl-16603	57	105	sensors	sensor	NOUN
crl-16603	57	106	to	to	PART
crl-16603	57	107	inform	inform	VERB
crl-16603	57	108	instructors	instructor	NOUN
crl-16603	57	109	in	in	ADP
crl-16603	57	110	real	real	ADJ
crl-16603	57	111	time	time	NOUN
crl-16603	57	112	“	"	PUNCT
crl-16603	57	113	which	which	DET
crl-16603	57	114	kids	kid	NOUN
crl-16603	57	115	are	be	AUX
crl-16603	57	116	tuned	tune	VERB
crl-16603	57	117	in	in	ADP
crl-16603	57	118	and	and	CCONJ
crl-16603	57	119	which	which	PRON
crl-16603	57	120	are	be	AUX
crl-16603	57	121	zoned	zone	VERB
crl-16603	57	122	out	out	ADP
crl-16603	57	123	.	.	PUNCT
crl-16603	58	1	”44	”44	PROPN
crl-16603	58	2	in	in	ADP
crl-16603	58	3	the	the	DET
crl-16603	58	4	same	same	ADJ
crl-16603	58	5	vein	vein	NOUN
crl-16603	58	6	,	,	PUNCT
crl-16603	58	7	emerging	emerge	VERB
crl-16603	58	8	research	research	NOUN
crl-16603	58	9	is	be	AUX
crl-16603	58	10	adapting	adapt	VERB
crl-16603	58	11	facial	facial	ADJ
crl-16603	58	12	recognition	recognition	NOUN
crl-16603	58	13	software	software	NOUN
crl-16603	58	14	to	to	PART
crl-16603	58	15	manage	manage	VERB
crl-16603	58	16	attendance	attendance	NOUN
crl-16603	58	17	-	-	PUNCT
crl-16603	58	18	taking	taking	NOUN
crl-16603	58	19	in	in	ADP
crl-16603	58	20	large	large	ADJ
crl-16603	58	21	classrooms	classroom	NOUN
crl-16603	58	22	and	and	CCONJ
crl-16603	58	23	determine	determine	VERB
crl-16603	58	24	how	how	SCONJ
crl-16603	58	25	engaged	engaged	ADJ
crl-16603	58	26	students	student	NOUN
crl-16603	58	27	are	be	AUX
crl-16603	58	28	in	in	ADP
crl-16603	58	29	lessons	lesson	NOUN
crl-16603	58	30	by	by	ADP
crl-16603	58	31	analyzing	analyze	VERB
crl-16603	58	32	facial	facial	ADJ
crl-16603	58	33	movements.45	movements.45	NOUN
crl-16603	58	34	other	other	ADJ
crl-16603	58	35	research	research	NOUN
crl-16603	58	36	used	use	VERB
crl-16603	58	37	passive	passive	ADJ
crl-16603	58	38	sensors	sensor	NOUN
crl-16603	58	39	from	from	ADP
crl-16603	58	40	mobile	mobile	ADJ
crl-16603	58	41	phones	phone	NOUN
crl-16603	58	42	to	to	PART
crl-16603	58	43	infer	infer	VERB
crl-16603	58	44	social	social	ADJ
crl-16603	58	45	and	and	CCONJ
crl-16603	58	46	study	study	NOUN
crl-16603	58	47	behaviors	behavior	NOUN
crl-16603	58	48	by	by	ADP
crl-16603	58	49	analyzing	analyze	VERB
crl-16603	58	50	conversations	conversation	NOUN
crl-16603	58	51	and	and	CCONJ
crl-16603	58	52	gps	gps	PROPN
crl-16603	58	53	-	-	PUNCT
crl-16603	58	54	plotted	plot	VERB
crl-16603	58	55	movements.46	movements.46	NOUN
crl-16603	58	56	the	the	DET
crl-16603	58	57	data	datum	NOUN
crl-16603	58	58	were	be	AUX
crl-16603	58	59	then	then	ADV
crl-16603	58	60	correlated	correlate	VERB
crl-16603	58	61	with	with	ADP
crl-16603	58	62	grade	grade	NOUN
crl-16603	58	63	point	point	NOUN
crl-16603	58	64	averages	average	NOUN
crl-16603	58	65	to	to	PART
crl-16603	58	66	determine	determine	VERB
crl-16603	58	67	what	what	PRON
crl-16603	58	68	kind	kind	NOUN
crl-16603	58	69	of	of	ADP
crl-16603	58	70	behaviors	behavior	NOUN
crl-16603	58	71	related	relate	VERB
crl-16603	58	72	to	to	ADP
crl-16603	58	73	higher	high	ADJ
crl-16603	58	74	grade	grade	NOUN
crl-16603	58	75	outcomes	outcome	NOUN
crl-16603	58	76	.	.	PUNCT
crl-16603	59	1	analytics	analytic	NOUN
crl-16603	59	2	from	from	ADP
crl-16603	59	3	emerging	emerge	VERB
crl-16603	59	4	flows	flow	NOUN
crl-16603	59	5	of	of	ADP
crl-16603	59	6	student	student	NOUN
crl-16603	59	7	information	information	NOUN
crl-16603	59	8	are	be	AUX
crl-16603	59	9	usually	usually	ADV
crl-16603	59	10	accessible	accessible	ADJ
crl-16603	59	11	to	to	ADP
crl-16603	59	12	institutional	institutional	ADJ
crl-16603	59	13	actors	actor	NOUN
crl-16603	59	14	(	(	PUNCT
crl-16603	59	15	such	such	ADJ
crl-16603	59	16	as	as	ADP
crl-16603	59	17	instructors	instructor	NOUN
crl-16603	59	18	,	,	PUNCT
crl-16603	59	19	advisors	advisor	NOUN
crl-16603	59	20	,	,	PUNCT
crl-16603	59	21	and	and	CCONJ
crl-16603	59	22	administrators	administrator	NOUN
crl-16603	59	23	)	)	PUNCT
crl-16603	59	24	only	only	ADV
crl-16603	59	25	,	,	PUNCT
crl-16603	59	26	though	though	SCONJ
crl-16603	59	27	some	some	DET
crl-16603	59	28	proponents	proponent	NOUN
crl-16603	59	29	of	of	ADP
crl-16603	59	30	la	la	PRON
crl-16603	59	31	argue	argue	VERB
crl-16603	59	32	that	that	SCONJ
crl-16603	59	33	enabling	enable	VERB
crl-16603	59	34	students	student	NOUN
crl-16603	59	35	to	to	PART
crl-16603	59	36	view	view	VERB
crl-16603	59	37	their	their	PRON
crl-16603	59	38	data	datum	NOUN
crl-16603	59	39	dashboards	dashboard	NOUN
crl-16603	59	40	could	could	AUX
crl-16603	59	41	reap	reap	VERB
crl-16603	59	42	benefits	benefit	NOUN
crl-16603	59	43	.	.	PUNCT
crl-16603	60	1	couched	couch	VERB
crl-16603	60	2	in	in	ADP
crl-16603	60	3	terms	term	NOUN
crl-16603	60	4	of	of	ADP
crl-16603	60	5	the	the	DET
crl-16603	60	6	quantified	quantify	VERB
crl-16603	60	7	-	-	PUNCT
crl-16603	60	8	self	self	NOUN
crl-16603	60	9	movement	movement	NOUN
crl-16603	60	10	,	,	PUNCT
crl-16603	60	11	researchers	researcher	NOUN
crl-16603	60	12	argue	argue	VERB
crl-16603	60	13	that	that	SCONJ
crl-16603	60	14	visualizing	visualize	VERB
crl-16603	60	15	learning	learn	VERB
crl-16603	60	16	progress	progress	NOUN
crl-16603	60	17	and	and	CCONJ
crl-16603	60	18	behaviors	behavior	NOUN
crl-16603	60	19	can	can	AUX
crl-16603	60	20	improve	improve	VERB
crl-16603	60	21	student	student	NOUN
crl-16603	60	22	decisions	decision	NOUN
crl-16603	60	23	,	,	PUNCT
crl-16603	60	24	motivate	motivate	VERB
crl-16603	60	25	them	they	PRON
crl-16603	60	26	,	,	PUNCT
crl-16603	60	27	and	and	CCONJ
crl-16603	60	28	enhance	enhance	VERB
crl-16603	60	29	their	their	PRON
crl-16603	60	30	autonomy	autonomy	NOUN
crl-16603	60	31	as	as	ADV
crl-16603	60	32	well	well	ADV
crl-16603	60	33	as	as	ADP
crl-16603	60	34	enabling	enable	VERB
crl-16603	60	35	them	they	PRON
crl-16603	60	36	to	to	PART
crl-16603	60	37	set	set	VERB
crl-16603	60	38	goals	goal	NOUN
crl-16603	60	39	and	and	CCONJ
crl-16603	60	40	see	see	VERB
crl-16603	60	41	how	how	SCONJ
crl-16603	60	42	behavioral	behavioral	ADJ
crl-16603	60	43	changes	change	NOUN
crl-16603	60	44	affect	affect	VERB
crl-16603	60	45	learning	learn	VERB
crl-16603	60	46	outcomes.47	outcomes.47	PRON
crl-16603	60	47	la	la	ADJ
crl-16603	60	48	tools	tool	NOUN
crl-16603	60	49	like	like	ADP
crl-16603	60	50	purdue	purdue	PROPN
crl-16603	60	51	university	university	NOUN
crl-16603	60	52	’s	’s	PART
crl-16603	60	53	“	"	PUNCT
crl-16603	60	54	pattern	pattern	NOUN
crl-16603	60	55	”	"	PUNCT
crl-16603	60	56	mobile	mobile	ADJ
crl-16603	60	57	application	application	NOUN
crl-16603	60	58	are	be	AUX
crl-16603	60	59	beginning	begin	VERB
crl-16603	60	60	to	to	PART
crl-16603	60	61	integrate	integrate	VERB
crl-16603	60	62	graphs	graph	NOUN
crl-16603	60	63	and	and	CCONJ
crl-16603	60	64	metrics	metric	NOUN
crl-16603	60	65	to	to	PART
crl-16603	60	66	inform	inform	VERB
crl-16603	60	67	students	student	NOUN
crl-16603	60	68	of	of	ADP
crl-16603	60	69	their	their	PRON
crl-16603	60	70	progress	progress	NOUN
crl-16603	60	71	and	and	CCONJ
crl-16603	60	72	how	how	SCONJ
crl-16603	60	73	they	they	PRON
crl-16603	60	74	compare	compare	VERB
crl-16603	60	75	with	with	ADP
crl-16603	60	76	their	their	PRON
crl-16603	60	77	peers	peer	NOUN
crl-16603	60	78	.	.	PUNCT
crl-16603	61	1	to	to	ADP
crl-16603	61	2	date	date	NOUN
crl-16603	61	3	,	,	PUNCT
crl-16603	61	4	the	the	DET
crl-16603	61	5	level	level	NOUN
crl-16603	61	6	of	of	ADP
crl-16603	61	7	access	access	NOUN
crl-16603	61	8	a	a	DET
crl-16603	61	9	student	student	NOUN
crl-16603	61	10	has	have	AUX
crl-16603	61	11	to	to	ADP
crl-16603	61	12	data	data	NOUN
crl-16603	61	13	and	and	CCONJ
crl-16603	61	14	analytics	analytic	NOUN
crl-16603	61	15	about	about	ADP
crl-16603	61	16	herself	herself	PRON
crl-16603	61	17	is	be	AUX
crl-16603	61	18	still	still	ADV
crl-16603	61	19	low	low	ADJ
crl-16603	61	20	,	,	PUNCT
crl-16603	61	21	but	but	CCONJ
crl-16603	61	22	access	access	NOUN
crl-16603	61	23	by	by	ADP
crl-16603	61	24	institutional	institutional	ADJ
crl-16603	61	25	actors	actor	NOUN
crl-16603	61	26	is	be	AUX
crl-16603	61	27	high	high	ADJ
crl-16603	61	28	.	.	PUNCT
crl-16603	62	1	academic	academic	ADJ
crl-16603	62	2	libraries	library	NOUN
crl-16603	62	3	,	,	PUNCT
crl-16603	62	4	learning	learn	VERB
crl-16603	62	5	analytics	analytic	NOUN
crl-16603	62	6	,	,	PUNCT
crl-16603	62	7	and	and	CCONJ
crl-16603	62	8	ethical	ethical	ADJ
crl-16603	62	9	challenges	challenge	NOUN
crl-16603	62	10	academic	academic	ADJ
crl-16603	62	11	libraries	library	NOUN
crl-16603	62	12	and	and	CCONJ
crl-16603	62	13	learning	learn	VERB
crl-16603	62	14	analytics	analytic	NOUN
crl-16603	62	15	academic	academic	ADJ
crl-16603	62	16	libraries	library	NOUN
crl-16603	62	17	have	have	AUX
crl-16603	62	18	rigorously	rigorously	ADV
crl-16603	62	19	evaluated	evaluate	VERB
crl-16603	62	20	their	their	PRON
crl-16603	62	21	services	service	NOUN
crl-16603	62	22	and	and	CCONJ
crl-16603	62	23	collections	collection	NOUN
crl-16603	62	24	with	with	ADP
crl-16603	62	25	quantitative	quantitative	ADJ
crl-16603	62	26	and	and	CCONJ
crl-16603	62	27	qualitative	qualitative	ADJ
crl-16603	62	28	methods	method	NOUN
crl-16603	62	29	for	for	ADP
crl-16603	62	30	decades	decade	NOUN
crl-16603	62	31	.	.	PUNCT
crl-16603	63	1	more	more	ADV
crl-16603	63	2	recently	recently	ADV
crl-16603	63	3	,	,	PUNCT
crl-16603	63	4	some	some	DET
crl-16603	63	5	libraries	library	NOUN
crl-16603	63	6	have	have	AUX
crl-16603	63	7	built	build	VERB
crl-16603	63	8	la	la	ADJ
crl-16603	63	9	capacity	capacity	NOUN
crl-16603	63	10	to	to	PART
crl-16603	63	11	analyze	analyze	VERB
crl-16603	63	12	student	student	NOUN
crl-16603	63	13	behaviors	behavior	NOUN
crl-16603	63	14	in	in	ADP
crl-16603	63	15	library	library	ADJ
crl-16603	63	16	information	information	NOUN
crl-16603	63	17	systems	system	NOUN
crl-16603	63	18	,	,	PUNCT
crl-16603	63	19	often	often	ADV
crl-16603	63	20	to	to	PART
crl-16603	63	21	attest	attest	VERB
crl-16603	63	22	to	to	ADP
crl-16603	63	23	a	a	DET
crl-16603	63	24	library	library	NOUN
crl-16603	63	25	’s	’s	PART
crl-16603	63	26	value	value	NOUN
crl-16603	63	27	with	with	ADP
crl-16603	63	28	respect	respect	NOUN
crl-16603	63	29	to	to	ADP
crl-16603	63	30	student	student	NOUN
crl-16603	63	31	learning	learning	NOUN
crl-16603	63	32	outcomes.48	outcomes.48	PROPN
crl-16603	63	33	research	research	NOUN
crl-16603	63	34	projects	project	NOUN
crl-16603	63	35	have	have	AUX
crl-16603	63	36	begun	begin	VERB
crl-16603	63	37	to	to	PART
crl-16603	63	38	consider	consider	VERB
crl-16603	63	39	the	the	DET
crl-16603	63	40	relationship	relationship	NOUN
crl-16603	63	41	between	between	ADP
crl-16603	63	42	library	library	NOUN
crl-16603	63	43	services	service	NOUN
crl-16603	63	44	and	and	CCONJ
crl-16603	63	45	grades	grade	NOUN
crl-16603	63	46	,	,	PUNCT
crl-16603	63	47	retention	retention	NOUN
crl-16603	63	48	,	,	PUNCT
crl-16603	63	49	and	and	CCONJ
crl-16603	63	50	achievement	achievement	NOUN
crl-16603	63	51	,	,	PUNCT
crl-16603	63	52	representing	represent	VERB
crl-16603	63	53	a	a	DET
crl-16603	63	54	“	"	PUNCT
crl-16603	63	55	significant	significant	ADJ
crl-16603	63	56	turn	turn	NOUN
crl-16603	63	57	”	"	PUNCT
crl-16603	63	58	in	in	ADP
crl-16603	63	59	assessment	assessment	NOUN
crl-16603	63	60	and	and	CCONJ
crl-16603	63	61	evaluation.49	evaluation.49	VERB
crl-16603	63	62	the	the	DET
crl-16603	63	63	shift	shift	NOUN
crl-16603	63	64	from	from	ADP
crl-16603	63	65	studying	study	VERB
crl-16603	63	66	student	student	NOUN
crl-16603	63	67	experience	experience	NOUN
crl-16603	63	68	in	in	ADP
crl-16603	63	69	libraries	library	NOUN
crl-16603	63	70	to	to	ADP
crl-16603	63	71	student	student	NOUN
crl-16603	63	72	achievement	achievement	NOUN
crl-16603	63	73	reflects	reflect	VERB
crl-16603	63	74	contemporary	contemporary	ADJ
crl-16603	63	75	pressures	pressure	NOUN
crl-16603	63	76	on	on	ADP
crl-16603	63	77	heis	heis	NOUN
crl-16603	63	78	,	,	PUNCT
crl-16603	63	79	according	accord	VERB
crl-16603	63	80	to	to	ADP
crl-16603	63	81	the	the	DET
crl-16603	63	82	association	association	NOUN
crl-16603	63	83	of	of	ADP
crl-16603	63	84	college	college	PROPN
crl-16603	63	85	and	and	CCONJ
crl-16603	63	86	research	research	NOUN
crl-16603	63	87	libraries.50	libraries.50	PROPN
crl-16603	63	88	its	its	PRON
crl-16603	63	89	report	report	NOUN
crl-16603	63	90	stresses	stress	VERB
crl-16603	63	91	that	that	SCONJ
crl-16603	63	92	libraries	library	NOUN
crl-16603	63	93	are	be	AUX
crl-16603	63	94	under	under	ADP
crl-16603	63	95	increased	increase	VERB
crl-16603	63	96	scrutiny	scrutiny	NOUN
crl-16603	63	97	by	by	ADP
crl-16603	63	98	institutional	institutional	ADJ
crl-16603	63	99	accreditors	accreditor	NOUN
crl-16603	63	100	and	and	CCONJ
crl-16603	63	101	other	other	ADJ
crl-16603	63	102	stakeholders	stakeholder	NOUN
crl-16603	63	103	to	to	PART
crl-16603	63	104	prove	prove	VERB
crl-16603	63	105	that	that	SCONJ
crl-16603	63	106	library	library	NOUN
crl-16603	63	107	practices	practice	NOUN
crl-16603	63	108	are	be	AUX
crl-16603	63	109	aligned	align	VERB
crl-16603	63	110	with	with	ADP
crl-16603	63	111	institutional	institutional	ADJ
crl-16603	63	112	needs	need	NOUN
crl-16603	63	113	and	and	CCONJ
crl-16603	63	114	enable	enable	VERB
crl-16603	63	115	positive	positive	ADJ
crl-16603	63	116	learning	learning	NOUN
crl-16603	63	117	outcomes	outcome	NOUN
crl-16603	63	118	.	.	PUNCT
crl-16603	64	1	duderstadt	duderstadt	NOUN
crl-16603	64	2	argues	argue	VERB
crl-16603	64	3	that	that	SCONJ
crl-16603	64	4	“	"	PUNCT
crl-16603	64	5	the	the	DET
crl-16603	64	6	university	university	NOUN
crl-16603	64	7	library	library	NOUN
crl-16603	64	8	may	may	AUX
crl-16603	64	9	be	be	AUX
crl-16603	64	10	the	the	DET
crl-16603	64	11	most	most	ADV
crl-16603	64	12	important	important	ADJ
crl-16603	64	13	observation	observation	NOUN
crl-16603	64	14	post	post	NOUN
crl-16603	64	15	for	for	ADP
crl-16603	64	16	studying	study	VERB
crl-16603	64	17	how	how	SCONJ
crl-16603	64	18	students	student	NOUN
crl-16603	64	19	really	really	ADV
crl-16603	64	20	learn	learn	VERB
crl-16603	64	21	,	,	PUNCT
crl-16603	64	22	”	"	PUNCT
crl-16603	64	23	such	such	ADJ
crl-16603	64	24	that	that	SCONJ
crl-16603	64	25	joining	join	VERB
crl-16603	64	26	datasets	dataset	NOUN
crl-16603	64	27	within	within	ADP
crl-16603	64	28	and	and	CCONJ
crl-16603	64	29	outside	outside	ADP
crl-16603	64	30	of	of	ADP
crl-16603	64	31	the	the	DET
crl-16603	64	32	library	library	NOUN
crl-16603	64	33	will	will	AUX
crl-16603	64	34	be	be	AUX
crl-16603	64	35	key	key	ADJ
crl-16603	64	36	to	to	ADP
crl-16603	64	37	discovering	discover	VERB
crl-16603	64	38	the	the	DET
crl-16603	64	39	impact	impact	NOUN
crl-16603	64	40	of	of	ADP
crl-16603	64	41	library	library	NOUN
crl-16603	64	42	services	service	NOUN
crl-16603	64	43	and	and	CCONJ
crl-16603	64	44	spaces	space	NOUN
crl-16603	64	45	on	on	ADP
crl-16603	64	46	student	student	NOUN
crl-16603	64	47	learning.51	learning.51	PROPN
crl-16603	64	48	while	while	SCONJ
crl-16603	64	49	libraries	library	NOUN
crl-16603	64	50	and	and	CCONJ
crl-16603	64	51	library	library	ADJ
crl-16603	64	52	researchers	researcher	NOUN
crl-16603	64	53	have	have	AUX
crl-16603	64	54	pursued	pursue	VERB
crl-16603	64	55	data	datum	NOUN
crl-16603	64	56	mining	mining	NOUN
crl-16603	64	57	for	for	ADP
crl-16603	64	58	niche	niche	NOUN
crl-16603	64	59	projects,52	projects,52	ADJ
crl-16603	64	60	larger	large	ADJ
crl-16603	64	61	-	-	PUNCT
crl-16603	64	62	scale	scale	NOUN
crl-16603	64	63	,	,	PUNCT
crl-16603	64	64	big	big	ADJ
crl-16603	64	65	data	data	NOUN
crl-16603	64	66	-	-	PUNCT
crl-16603	64	67	style	style	NOUN
crl-16603	64	68	mining	mining	NOUN
crl-16603	64	69	has	have	AUX
crl-16603	64	70	proven	prove	VERB
crl-16603	64	71	difficult	difficult	ADJ
crl-16603	64	72	until	until	SCONJ
crl-16603	64	73	libraries	library	NOUN
crl-16603	64	74	began	begin	VERB
crl-16603	64	75	working	work	VERB
crl-16603	64	76	with	with	ADP
crl-16603	64	77	other	other	ADJ
crl-16603	64	78	campus	campus	NOUN
crl-16603	64	79	departments	department	NOUN
crl-16603	64	80	to	to	PART
crl-16603	64	81	develop	develop	VERB
crl-16603	64	82	data	data	NOUN
crl-16603	64	83	warehouses	warehouse	NOUN
crl-16603	64	84	and	and	CCONJ
crl-16603	64	85	analytic	analytic	ADJ
crl-16603	64	86	capacity.53	capacity.53	PROPN
crl-16603	64	87	for	for	ADP
crl-16603	64	88	instance	instance	NOUN
crl-16603	64	89	,	,	PUNCT
crl-16603	64	90	jantti	jantti	PROPN
crl-16603	64	91	and	and	CCONJ
crl-16603	64	92	cox	cox	PROPN
crl-16603	64	93	joined	join	VERB
crl-16603	64	94	“	"	PUNCT
crl-16603	64	95	as	as	ADP
crl-16603	64	96	many	many	ADJ
crl-16603	64	97	datasets	dataset	NOUN
crl-16603	64	98	as	as	ADP
crl-16603	64	99	ethically	ethically	ADV
crl-16603	64	100	,	,	PUNCT
crl-16603	64	101	politically	politically	ADV
crl-16603	64	102	,	,	PUNCT
crl-16603	64	103	and	and	CCONJ
crl-16603	64	104	technically	technically	ADV
crl-16603	64	105	possible	possible	ADJ
crl-16603	64	106	,	,	PUNCT
crl-16603	64	107	”	"	PUNCT
crl-16603	64	108	mirroring	mirror	VERB
crl-16603	64	109	the	the	DET
crl-16603	64	110	big	big	ADJ
crl-16603	64	111	data	datum	NOUN
crl-16603	64	112	ethos	ethos	AUX
crl-16603	64	113	motivating	motivate	VERB
crl-16603	64	114	many	many	ADJ
crl-16603	64	115	la	la	INTJ
crl-16603	64	116	initiatives.54	initiatives.54	PROPN
crl-16603	64	117	the	the	DET
crl-16603	64	118	huddersfield	huddersfield	PROPN
crl-16603	64	119	university	university	PROPN
crl-16603	64	120	(	(	PUNCT
crl-16603	64	121	hu	hu	PROPN
crl-16603	64	122	)	)	PUNCT
crl-16603	64	123	library	library	NOUN
crl-16603	64	124	impact	impact	NOUN
crl-16603	64	125	data	datum	NOUN
crl-16603	64	126	project	project	NOUN
crl-16603	64	127	(	(	PUNCT
crl-16603	64	128	lidp	lidp	PROPN
crl-16603	64	129	)	)	PUNCT
crl-16603	64	130	sought	seek	VERB
crl-16603	64	131	a	a	DET
crl-16603	64	132	correlation	correlation	NOUN
crl-16603	64	133	between	between	ADP
crl-16603	64	134	library	library	NOUN
crl-16603	64	135	activity	activity	NOUN
crl-16603	64	136	data	datum	NOUN
crl-16603	64	137	and	and	CCONJ
crl-16603	64	138	degree	degree	NOUN
crl-16603	64	139	attainment.55	attainment.55	NOUN
crl-16603	64	140	researchers	researcher	NOUN
crl-16603	64	141	analyzed	analyze	VERB
crl-16603	64	142	circulation	circulation	NOUN
crl-16603	64	143	data	datum	NOUN
crl-16603	64	144	from	from	ADP
crl-16603	64	145	the	the	DET
crl-16603	64	146	university	university	NOUN
crl-16603	64	147	’s	’s	PART
crl-16603	64	148	integrated	integrate	VERB
crl-16603	64	149	library	library	NOUN
crl-16603	64	150	system	system	NOUN
crl-16603	64	151	,	,	PUNCT
crl-16603	64	152	eresource	eresource	NOUN
crl-16603	64	153	access	access	NOUN
crl-16603	64	154	,	,	PUNCT
crl-16603	64	155	and	and	CCONJ
crl-16603	64	156	student	student	NOUN
crl-16603	64	157	entries	entry	NOUN
crl-16603	64	158	into	into	ADP
crl-16603	64	159	the	the	DET
crl-16603	64	160	library	library	NOUN
crl-16603	64	161	.	.	PUNCT
crl-16603	65	1	they	they	PRON
crl-16603	65	2	removed	remove	VERB
crl-16603	65	3	student	student	NOUN
crl-16603	65	4	identifiers	identifier	NOUN
crl-16603	65	5	and	and	CCONJ
crl-16603	65	6	minimized	minimized	ADJ
crl-16603	65	7	datasets	dataset	NOUN
crl-16603	65	8	,	,	PUNCT
crl-16603	65	9	which	which	PRON
crl-16603	65	10	maximized	maximize	VERB
crl-16603	65	11	analyses	analysis	NOUN
crl-16603	65	12	of	of	ADP
crl-16603	65	13	demographic	demographic	ADJ
crl-16603	65	14	and	and	CCONJ
crl-16603	65	15	academic	academic	ADJ
crl-16603	65	16	trends	trend	NOUN
crl-16603	65	17	(	(	PUNCT
crl-16603	65	18	for	for	ADP
crl-16603	65	19	instance	instance	NOUN
crl-16603	65	20	,	,	PUNCT
crl-16603	65	21	to	to	PART
crl-16603	65	22	find	find	VERB
crl-16603	65	23	out	out	ADP
crl-16603	65	24	correlations	correlation	NOUN
crl-16603	65	25	among	among	ADP
crl-16603	65	26	undergraduates	undergraduate	NOUN
crl-16603	65	27	in	in	ADP
crl-16603	65	28	humanities	humanity	NOUN
crl-16603	65	29	departments	department	NOUN
crl-16603	65	30	)	)	PUNCT
crl-16603	65	31	while	while	SCONJ
crl-16603	65	32	nominally	nominally	ADV
crl-16603	65	33	protecting	protect	VERB
crl-16603	65	34	against	against	ADP
crl-16603	65	35	student	student	NOUN
crl-16603	65	36	privacy	privacy	NOUN
crl-16603	65	37	invasions	invasion	NOUN
crl-16603	65	38	.	.	PUNCT
crl-16603	66	1	learning	learn	VERB
crl-16603	66	2	analytics	analytic	NOUN
crl-16603	66	3	and	and	CCONJ
crl-16603	66	4	the	the	DET
crl-16603	66	5	academic	academic	ADJ
crl-16603	66	6	library	library	NOUN
crl-16603	66	7	309	309	NUM
crl-16603	66	8	the	the	DET
crl-16603	66	9	university	university	PROPN
crl-16603	66	10	of	of	ADP
crl-16603	66	11	minnesota	minnesota	PROPN
crl-16603	66	12	–	–	PUNCT
crl-16603	66	13	twin	twin	ADJ
crl-16603	66	14	cities	city	NOUN
crl-16603	66	15	(	(	PUNCT
crl-16603	66	16	um	um	INTJ
crl-16603	66	17	-	-	PUNCT
crl-16603	66	18	tc	tc	NOUN
crl-16603	66	19	)	)	PUNCT
crl-16603	66	20	also	also	ADV
crl-16603	66	21	researched	research	VERB
crl-16603	66	22	the	the	DET
crl-16603	66	23	correlation	correlation	NOUN
crl-16603	66	24	between	between	ADP
crl-16603	66	25	library	library	ADJ
crl-16603	66	26	usage	usage	NOUN
crl-16603	66	27	and	and	CCONJ
crl-16603	66	28	student	student	NOUN
crl-16603	66	29	outcomes	outcome	NOUN
crl-16603	66	30	such	such	ADJ
crl-16603	66	31	as	as	ADP
crl-16603	66	32	retention	retention	NOUN
crl-16603	66	33	and	and	CCONJ
crl-16603	66	34	grade	grade	NOUN
crl-16603	66	35	point	point	NOUN
crl-16603	66	36	average.56	average.56	NOUN
crl-16603	66	37	um	um	INTJ
crl-16603	66	38	-	-	PUNCT
crl-16603	66	39	tc	tc	NOUN
crl-16603	66	40	aggregated	aggregate	VERB
crl-16603	66	41	usage	usage	NOUN
crl-16603	66	42	data	datum	NOUN
crl-16603	66	43	from	from	ADP
crl-16603	66	44	“	"	PUNCT
crl-16603	66	45	as	as	ADP
crl-16603	66	46	many	many	ADJ
crl-16603	66	47	different	different	ADJ
crl-16603	66	48	library	library	NOUN
crl-16603	66	49	services	service	NOUN
crl-16603	66	50	and	and	CCONJ
crl-16603	66	51	resources	resource	NOUN
crl-16603	66	52	as	as	ADP
crl-16603	66	53	possible	possible	ADJ
crl-16603	66	54	,	,	PUNCT
crl-16603	66	55	”	"	PUNCT
crl-16603	66	56	including	include	VERB
crl-16603	66	57	:	:	PUNCT
crl-16603	66	58	circulation	circulation	NOUN
crl-16603	66	59	loans	loan	NOUN
crl-16603	66	60	and	and	CCONJ
crl-16603	66	61	renewals	renewal	NOUN
crl-16603	66	62	;	;	PUNCT
crl-16603	66	63	interlibrary	interlibrary	ADJ
crl-16603	66	64	loan	loan	NOUN
crl-16603	66	65	request	request	NOUN
crl-16603	66	66	;	;	PUNCT
crl-16603	66	67	database	database	NOUN
crl-16603	66	68	,	,	PUNCT
crl-16603	66	69	e	e	NOUN
crl-16603	66	70	-	-	NOUN
crl-16603	66	71	journal	journal	NOUN
crl-16603	66	72	,	,	PUNCT
crl-16603	66	73	e	e	NOUN
crl-16603	66	74	-	-	NOUN
crl-16603	66	75	book	book	NOUN
crl-16603	66	76	,	,	PUNCT
crl-16603	66	77	and	and	CCONJ
crl-16603	66	78	website	website	NOUN
crl-16603	66	79	usage	usage	NOUN
crl-16603	66	80	;	;	PUNCT
crl-16603	66	81	instruction	instruction	NOUN
crl-16603	66	82	activity	activity	NOUN
crl-16603	66	83	such	such	ADJ
crl-16603	66	84	as	as	ADP
crl-16603	66	85	workshop	workshop	NOUN
crl-16603	66	86	registrations	registration	NOUN
crl-16603	66	87	;	;	PUNCT
crl-16603	66	88	and	and	CCONJ
crl-16603	66	89	online	online	ADJ
crl-16603	66	90	reference	reference	NOUN
crl-16603	66	91	transactions.57	transactions.57	PROPN
crl-16603	66	92	whereas	whereas	SCONJ
crl-16603	66	93	hu	hu	PROPN
crl-16603	66	94	stripped	strip	VERB
crl-16603	66	95	identifying	identify	VERB
crl-16603	66	96	characteristics	characteristic	NOUN
crl-16603	66	97	from	from	ADP
crl-16603	66	98	their	their	PRON
crl-16603	66	99	datasets	dataset	NOUN
crl-16603	66	100	,	,	PUNCT
crl-16603	66	101	um	um	INTJ
crl-16603	66	102	-	-	PUNCT
crl-16603	66	103	tc	tc	NOUN
crl-16603	66	104	kept	keep	VERB
crl-16603	66	105	them	they	PRON
crl-16603	66	106	intact	intact	ADJ
crl-16603	66	107	at	at	ADP
crl-16603	66	108	the	the	DET
crl-16603	66	109	“	"	PUNCT
crl-16603	66	110	broad	broad	ADJ
crl-16603	66	111	activity	activity	NOUN
crl-16603	66	112	”	"	PUNCT
crl-16603	66	113	level	level	NOUN
crl-16603	66	114	without	without	ADP
crl-16603	66	115	tracking	track	VERB
crl-16603	66	116	granular	granular	ADJ
crl-16603	66	117	digital	digital	ADJ
crl-16603	66	118	footprints	footprint	NOUN
crl-16603	66	119	.	.	PUNCT
crl-16603	67	1	for	for	ADP
crl-16603	67	2	example	example	NOUN
crl-16603	67	3	,	,	PUNCT
crl-16603	67	4	um	um	INTJ
crl-16603	67	5	-	-	PUNCT
crl-16603	67	6	tc	tc	NOUN
crl-16603	67	7	tracked	track	VERB
crl-16603	67	8	a	a	DET
crl-16603	67	9	student	student	NOUN
crl-16603	67	10	’s	’s	PART
crl-16603	67	11	entry	entry	NOUN
crl-16603	67	12	into	into	ADP
crl-16603	67	13	a	a	DET
crl-16603	67	14	database	database	NOUN
crl-16603	67	15	,	,	PUNCT
crl-16603	67	16	but	but	CCONJ
crl-16603	67	17	not	not	PART
crl-16603	67	18	specific	specific	ADJ
crl-16603	67	19	queries	query	NOUN
crl-16603	67	20	;	;	PUNCT
crl-16603	67	21	they	they	PRON
crl-16603	67	22	collected	collect	VERB
crl-16603	67	23	checkout	checkout	NOUN
crl-16603	67	24	data	datum	NOUN
crl-16603	67	25	,	,	PUNCT
crl-16603	67	26	but	but	CCONJ
crl-16603	67	27	without	without	ADP
crl-16603	67	28	item	item	NOUN
crl-16603	67	29	titles	title	NOUN
crl-16603	67	30	and	and	CCONJ
crl-16603	67	31	metadata	metadata	NOUN
crl-16603	67	32	.	.	PUNCT
crl-16603	68	1	the	the	DET
crl-16603	68	2	library	library	NOUN
crl-16603	68	3	la	la	PROPN
crl-16603	68	4	literature	literature	PROPN
crl-16603	68	5	cites	cite	VERB
crl-16603	68	6	the	the	DET
crl-16603	68	7	university	university	NOUN
crl-16603	68	8	of	of	ADP
crl-16603	68	9	wollongong	wollongong	PROPN
crl-16603	68	10	(	(	PUNCT
crl-16603	68	11	uow	uow	PROPN
crl-16603	68	12	)	)	PUNCT
crl-16603	68	13	for	for	ADP
crl-16603	68	14	pioneering	pioneer	VERB
crl-16603	68	15	projects	project	NOUN
crl-16603	68	16	in	in	ADP
crl-16603	68	17	electronic	electronic	ADJ
crl-16603	68	18	resource	resource	NOUN
crl-16603	68	19	tracking.58	tracking.58	PROPN
crl-16603	68	20	rubel	rubel	PROPN
crl-16603	68	21	and	and	CCONJ
crl-16603	68	22	zhang	zhang	PROPN
crl-16603	68	23	explain	explain	VERB
crl-16603	68	24	how	how	SCONJ
crl-16603	68	25	academic	academic	ADJ
crl-16603	68	26	libraries	library	NOUN
crl-16603	68	27	use	use	VERB
crl-16603	68	28	authentication	authentication	NOUN
crl-16603	68	29	technologies	technology	NOUN
crl-16603	68	30	,	,	PUNCT
crl-16603	68	31	namely	namely	ADV
crl-16603	68	32	internet	internet	NOUN
crl-16603	68	33	protocol	protocol	NOUN
crl-16603	68	34	(	(	PUNCT
crl-16603	68	35	ip	ip	NOUN
crl-16603	68	36	)	)	PUNCT
crl-16603	68	37	address	address	NOUN
crl-16603	68	38	filtering	filtering	NOUN
crl-16603	68	39	and	and	CCONJ
crl-16603	68	40	proxy	proxy	ADJ
crl-16603	68	41	servers	server	NOUN
crl-16603	68	42	,	,	PUNCT
crl-16603	68	43	to	to	PART
crl-16603	68	44	serve	serve	VERB
crl-16603	68	45	licensed	license	VERB
crl-16603	68	46	content.59	content.59	PROPN
crl-16603	68	47	students	student	NOUN
crl-16603	68	48	identify	identify	VERB
crl-16603	68	49	themselves	themselves	PRON
crl-16603	68	50	to	to	ADP
crl-16603	68	51	authentication	authentication	NOUN
crl-16603	68	52	systems	system	NOUN
crl-16603	68	53	by	by	ADP
crl-16603	68	54	logging	log	VERB
crl-16603	68	55	in	in	ADP
crl-16603	68	56	;	;	PUNCT
crl-16603	68	57	once	once	ADV
crl-16603	68	58	logged	log	VERB
crl-16603	68	59	in	in	ADP
crl-16603	68	60	,	,	PUNCT
crl-16603	68	61	they	they	PRON
crl-16603	68	62	leave	leave	VERB
crl-16603	68	63	traceable	traceable	ADJ
crl-16603	68	64	digital	digital	ADJ
crl-16603	68	65	exhaust	exhaust	NOUN
crl-16603	68	66	that	that	PRON
crl-16603	68	67	reveals	reveal	VERB
crl-16603	68	68	their	their	PRON
crl-16603	68	69	behavior	behavior	NOUN
crl-16603	68	70	to	to	ADP
crl-16603	68	71	libraries	library	NOUN
crl-16603	68	72	,	,	PUNCT
crl-16603	68	73	campus	campus	NOUN
crl-16603	68	74	information	information	NOUN
crl-16603	68	75	technology	technology	NOUN
crl-16603	68	76	departments	department	NOUN
crl-16603	68	77	,	,	PUNCT
crl-16603	68	78	and	and	CCONJ
crl-16603	68	79	even	even	ADV
crl-16603	68	80	publishers	publisher	NOUN
crl-16603	68	81	.	.	PUNCT
crl-16603	69	1	uow	uow	PROPN
crl-16603	69	2	’s	’s	PART
crl-16603	69	3	“	"	PUNCT
crl-16603	69	4	library	library	NOUN
crl-16603	69	5	cube	cube	NOUN
crl-16603	69	6	”	"	PUNCT
crl-16603	69	7	is	be	AUX
crl-16603	69	8	“	"	PUNCT
crl-16603	69	9	a	a	DET
crl-16603	69	10	dataset	dataset	NOUN
crl-16603	69	11	that	that	PRON
crl-16603	69	12	joins	join	VERB
crl-16603	69	13	usage	usage	NOUN
crl-16603	69	14	of	of	ADP
crl-16603	69	15	[	[	X
crl-16603	69	16	uow	uow	NOUN
crl-16603	69	17	library	library	NOUN
crl-16603	69	18	]	]	PUNCT
crl-16603	69	19	resources	resource	NOUN
crl-16603	69	20	with	with	ADP
crl-16603	69	21	enterprise	enterprise	NOUN
crl-16603	69	22	systems	system	NOUN
crl-16603	69	23	containing	contain	VERB
crl-16603	69	24	student	student	NOUN
crl-16603	69	25	demographic	demographic	ADJ
crl-16603	69	26	data	datum	NOUN
crl-16603	69	27	and	and	CCONJ
crl-16603	69	28	academic	academic	ADJ
crl-16603	69	29	performance	performance	NOUN
crl-16603	69	30	using	use	VERB
crl-16603	69	31	a	a	DET
crl-16603	69	32	unique	unique	ADJ
crl-16603	69	33	identifier	identifier	NOUN
crl-16603	69	34	,	,	PUNCT
crl-16603	69	35	the	the	DET
crl-16603	69	36	student	student	NOUN
crl-16603	69	37	number	number	NOUN
crl-16603	69	38	.	.	PUNCT
crl-16603	69	39	”60	”60	PROPN
crl-16603	70	1	the	the	DET
crl-16603	70	2	cube	cube	NOUN
crl-16603	70	3	tracks	track	VERB
crl-16603	70	4	library	library	NOUN
crl-16603	70	5	-	-	PUNCT
crl-16603	70	6	related	relate	VERB
crl-16603	70	7	data	datum	NOUN
crl-16603	70	8	also	also	ADV
crl-16603	70	9	,	,	PUNCT
crl-16603	70	10	such	such	ADJ
crl-16603	70	11	as	as	ADP
crl-16603	70	12	the	the	DET
crl-16603	70	13	total	total	ADJ
crl-16603	70	14	number	number	NOUN
crl-16603	70	15	of	of	ADP
crl-16603	70	16	student	student	NOUN
crl-16603	70	17	item	item	NOUN
crl-16603	70	18	loans	loan	NOUN
crl-16603	70	19	and	and	CCONJ
crl-16603	70	20	electronic	electronic	ADJ
crl-16603	70	21	usage	usage	NOUN
crl-16603	70	22	information	information	NOUN
crl-16603	70	23	from	from	ADP
crl-16603	70	24	proxy	proxy	ADJ
crl-16603	70	25	server	server	NOUN
crl-16603	70	26	logs	log	NOUN
crl-16603	70	27	,	,	PUNCT
crl-16603	70	28	including	include	VERB
crl-16603	70	29	access	access	NOUN
crl-16603	70	30	points	point	NOUN
crl-16603	70	31	,	,	PUNCT
crl-16603	70	32	timestamps	timestamp	NOUN
crl-16603	70	33	,	,	PUNCT
crl-16603	70	34	duration	duration	NOUN
crl-16603	70	35	data	datum	NOUN
crl-16603	70	36	,	,	PUNCT
crl-16603	70	37	and	and	CCONJ
crl-16603	70	38	the	the	DET
crl-16603	70	39	specific	specific	ADJ
crl-16603	70	40	electronic	electronic	ADJ
crl-16603	70	41	resources	resource	NOUN
crl-16603	70	42	with	with	ADP
crl-16603	70	43	which	which	PRON
crl-16603	70	44	students	student	NOUN
crl-16603	70	45	engage	engage	VERB
crl-16603	70	46	.	.	PUNCT
crl-16603	71	1	system	system	NOUN
crl-16603	71	2	limitations	limitation	NOUN
crl-16603	71	3	reduced	reduce	VERB
crl-16603	71	4	the	the	DET
crl-16603	71	5	authors	author	NOUN
crl-16603	71	6	’	’	PART
crl-16603	71	7	ability	ability	NOUN
crl-16603	71	8	to	to	PART
crl-16603	71	9	glean	glean	VERB
crl-16603	71	10	more	more	ADJ
crl-16603	71	11	information	information	NOUN
crl-16603	71	12	about	about	ADP
crl-16603	71	13	student	student	NOUN
crl-16603	71	14	item	item	NOUN
crl-16603	71	15	loans	loan	NOUN
crl-16603	71	16	,	,	PUNCT
crl-16603	71	17	though	though	SCONJ
crl-16603	71	18	they	they	PRON
crl-16603	71	19	leave	leave	VERB
crl-16603	71	20	unclear	unclear	ADJ
crl-16603	71	21	what	what	PRON
crl-16603	71	22	they	they	PRON
crl-16603	71	23	would	would	AUX
crl-16603	71	24	have	have	AUX
crl-16603	71	25	preferred	prefer	VERB
crl-16603	71	26	to	to	PART
crl-16603	71	27	analyze	analyze	VERB
crl-16603	71	28	.	.	PUNCT
crl-16603	72	1	in	in	ADP
crl-16603	72	2	a	a	DET
crl-16603	72	3	recent	recent	ADJ
crl-16603	72	4	update	update	NOUN
crl-16603	72	5	,	,	PUNCT
crl-16603	72	6	jantti	jantti	NOUN
crl-16603	72	7	notes	note	VERB
crl-16603	72	8	that	that	SCONJ
crl-16603	72	9	library	library	NOUN
crl-16603	72	10	data	datum	NOUN
crl-16603	72	11	now	now	ADV
crl-16603	72	12	tells	tell	VERB
crl-16603	72	13	instructors	instructor	NOUN
crl-16603	72	14	whether	whether	SCONJ
crl-16603	72	15	students	student	NOUN
crl-16603	72	16	use	use	VERB
crl-16603	72	17	library	library	ADJ
crl-16603	72	18	resources	resource	NOUN
crl-16603	72	19	,	,	PUNCT
crl-16603	72	20	assuming	assume	VERB
crl-16603	72	21	that	that	SCONJ
crl-16603	72	22	students	student	NOUN
crl-16603	72	23	are	be	AUX
crl-16603	72	24	at	at	ADP
crl-16603	72	25	academic	academic	ADJ
crl-16603	72	26	risk	risk	NOUN
crl-16603	72	27	when	when	SCONJ
crl-16603	72	28	resource	resource	NOUN
crl-16603	72	29	usage	usage	NOUN
crl-16603	72	30	is	be	AUX
crl-16603	72	31	low.61	low.61	NOUN
crl-16603	72	32	they	they	PRON
crl-16603	72	33	report	report	VERB
crl-16603	72	34	that	that	SCONJ
crl-16603	72	35	“	"	PUNCT
crl-16603	72	36	[	[	X
crl-16603	72	37	t]he	t]he	ADJ
crl-16603	72	38	act	act	NOUN
crl-16603	72	39	of	of	ADP
crl-16603	72	40	intervention	intervention	NOUN
crl-16603	72	41	has	have	AUX
crl-16603	72	42	been	be	AUX
crl-16603	72	43	positive	positive	ADJ
crl-16603	72	44	.	.	PUNCT
crl-16603	73	1	when	when	SCONJ
crl-16603	73	2	students	student	NOUN
crl-16603	73	3	have	have	AUX
crl-16603	73	4	been	be	AUX
crl-16603	73	5	contacted	contact	VERB
crl-16603	73	6	by	by	ADP
crl-16603	73	7	their	their	PRON
crl-16603	73	8	lecturer	lecturer	NOUN
crl-16603	73	9	to	to	PART
crl-16603	73	10	query	query	VERB
crl-16603	73	11	their	their	PRON
crl-16603	73	12	limited	limit	VERB
crl-16603	73	13	use	use	NOUN
crl-16603	73	14	of	of	ADP
crl-16603	73	15	library	library	NOUN
crl-16603	74	1	[	[	X
crl-16603	74	2	sic	sic	ADJ
crl-16603	74	3	]	]	PUNCT
crl-16603	74	4	resources	resource	NOUN
crl-16603	74	5	,	,	PUNCT
crl-16603	74	6	uptake	uptake	ADJ
crl-16603	74	7	was	be	AUX
crl-16603	74	8	immediate	immediate	ADJ
crl-16603	74	9	.	.	PUNCT
crl-16603	75	1	”62	”62	PROPN
crl-16603	75	2	e	e	NOUN
crl-16603	75	3	-	-	NOUN
crl-16603	75	4	books	book	NOUN
crl-16603	75	5	also	also	ADV
crl-16603	75	6	enable	enable	VERB
crl-16603	75	7	data	datum	NOUN
crl-16603	75	8	mining	mining	NOUN
crl-16603	75	9	of	of	ADP
crl-16603	75	10	student	student	NOUN
crl-16603	75	11	behavior	behavior	NOUN
crl-16603	75	12	.	.	PUNCT
crl-16603	76	1	not	not	PART
crl-16603	76	2	only	only	ADV
crl-16603	76	3	do	do	AUX
crl-16603	76	4	e	e	NOUN
crl-16603	76	5	-	-	NOUN
crl-16603	76	6	book	book	NOUN
crl-16603	76	7	providers	provider	NOUN
crl-16603	76	8	commonly	commonly	ADV
crl-16603	76	9	track	track	VERB
crl-16603	76	10	what	what	PRON
crl-16603	76	11	individuals	individual	NOUN
crl-16603	76	12	read	read	VERB
crl-16603	76	13	and	and	CCONJ
crl-16603	76	14	when	when	SCONJ
crl-16603	76	15	,	,	PUNCT
crl-16603	76	16	but	but	CCONJ
crl-16603	76	17	they	they	PRON
crl-16603	76	18	also	also	ADV
crl-16603	76	19	analyze	analyze	VERB
crl-16603	76	20	the	the	DET
crl-16603	76	21	data	datum	NOUN
crl-16603	76	22	to	to	PART
crl-16603	76	23	provide	provide	VERB
crl-16603	76	24	insight	insight	NOUN
crl-16603	76	25	into	into	ADP
crl-16603	76	26	how	how	SCONJ
crl-16603	76	27	students	student	NOUN
crl-16603	76	28	read	read	VERB
crl-16603	76	29	and	and	CCONJ
crl-16603	76	30	their	their	PRON
crl-16603	76	31	comprehension	comprehension	NOUN
crl-16603	76	32	rate.63	rate.63	NOUN
crl-16603	76	33	moreover	moreover	ADV
crl-16603	76	34	,	,	PUNCT
crl-16603	76	35	ebook	ebook	NOUN
crl-16603	76	36	add	add	VERB
crl-16603	76	37	-	-	PUNCT
crl-16603	76	38	on	on	ADP
crl-16603	76	39	services	service	NOUN
crl-16603	76	40	include	include	VERB
crl-16603	76	41	user	user	NOUN
crl-16603	76	42	profiles	profile	NOUN
crl-16603	76	43	that	that	PRON
crl-16603	76	44	track	track	VERB
crl-16603	76	45	reader	reader	NOUN
crl-16603	76	46	interests	interest	NOUN
crl-16603	76	47	and	and	CCONJ
crl-16603	76	48	preferences.64	preferences.64	NOUN
crl-16603	76	49	combined	combine	VERB
crl-16603	76	50	with	with	ADP
crl-16603	76	51	student	student	NOUN
crl-16603	76	52	demographic	demographic	ADJ
crl-16603	76	53	data	datum	NOUN
crl-16603	76	54	and	and	CCONJ
crl-16603	76	55	participatory	participatory	ADJ
crl-16603	76	56	content	content	NOUN
crl-16603	76	57	from	from	ADP
crl-16603	76	58	e	e	NOUN
crl-16603	76	59	-	-	NOUN
crl-16603	76	60	book	book	NOUN
crl-16603	76	61	spaces	space	NOUN
crl-16603	76	62	(	(	PUNCT
crl-16603	76	63	such	such	ADJ
crl-16603	76	64	as	as	ADP
crl-16603	76	65	collaborative	collaborative	ADJ
crl-16603	76	66	annotations	annotation	NOUN
crl-16603	76	67	and	and	CCONJ
crl-16603	76	68	resource	resource	NOUN
crl-16603	76	69	sharing	sharing	NOUN
crl-16603	76	70	)	)	PUNCT
crl-16603	76	71	,	,	PUNCT
crl-16603	76	72	e	e	X
crl-16603	76	73	-	-	NOUN
crl-16603	76	74	book	book	NOUN
crl-16603	76	75	activity	activity	NOUN
crl-16603	76	76	data	datum	NOUN
crl-16603	76	77	may	may	AUX
crl-16603	76	78	be	be	AUX
crl-16603	76	79	used	use	VERB
crl-16603	76	80	in	in	ADP
crl-16603	76	81	la	la	PROPN
crl-16603	76	82	research.65	research.65	NOUN
crl-16603	76	83	like	like	ADP
crl-16603	76	84	wider	wide	ADJ
crl-16603	76	85	institutional	institutional	ADJ
crl-16603	76	86	la	la	ADJ
crl-16603	76	87	projects	project	NOUN
crl-16603	76	88	,	,	PUNCT
crl-16603	76	89	academic	academic	ADJ
crl-16603	76	90	libraries	library	NOUN
crl-16603	76	91	seek	seek	VERB
crl-16603	76	92	data	datum	NOUN
crl-16603	76	93	from	from	ADP
crl-16603	76	94	their	their	PRON
crl-16603	76	95	physical	physical	ADJ
crl-16603	76	96	environments	environment	NOUN
crl-16603	76	97	via	via	ADP
crl-16603	76	98	so	so	ADV
crl-16603	76	99	-	-	PUNCT
crl-16603	76	100	called	call	VERB
crl-16603	76	101	“	"	PUNCT
crl-16603	76	102	location	location	NOUN
crl-16603	76	103	intelligence	intelligence	NOUN
crl-16603	76	104	”	"	PUNCT
crl-16603	76	105	technologies.66	technologies.66	ADP
crl-16603	76	106	the	the	DET
crl-16603	76	107	measure	measure	NOUN
crl-16603	76	108	the	the	DET
crl-16603	76	109	future	future	ADJ
crl-16603	76	110	team	team	NOUN
crl-16603	76	111	is	be	AUX
crl-16603	76	112	building	build	VERB
crl-16603	76	113	technical	technical	ADJ
crl-16603	76	114	capacity	capacity	NOUN
crl-16603	76	115	for	for	ADP
crl-16603	76	116	physical	physical	ADJ
crl-16603	76	117	-	-	PUNCT
crl-16603	76	118	space	space	NOUN
crl-16603	76	119	surveillance	surveillance	NOUN
crl-16603	76	120	,	,	PUNCT
crl-16603	76	121	using	use	VERB
crl-16603	76	122	computer	computer	NOUN
crl-16603	76	123	vision	vision	NOUN
crl-16603	76	124	techniques	technique	NOUN
crl-16603	76	125	with	with	ADP
crl-16603	76	126	open	open	ADJ
crl-16603	76	127	source	source	NOUN
crl-16603	76	128	hardware	hardware	NOUN
crl-16603	76	129	and	and	CCONJ
crl-16603	76	130	software	software	NOUN
crl-16603	76	131	to	to	PART
crl-16603	76	132	record	record	VERB
crl-16603	76	133	and	and	CCONJ
crl-16603	76	134	analyze	analyze	VERB
crl-16603	76	135	user	user	NOUN
crl-16603	76	136	movements	movement	NOUN
crl-16603	76	137	.	.	PUNCT
crl-16603	77	1	the	the	DET
crl-16603	77	2	project	project	NOUN
crl-16603	77	3	’s	’s	PART
crl-16603	77	4	leaders	leader	NOUN
crl-16603	77	5	argue	argue	VERB
crl-16603	77	6	that	that	SCONJ
crl-16603	77	7	sensor	sensor	NOUN
crl-16603	77	8	data	datum	NOUN
crl-16603	77	9	will	will	AUX
crl-16603	77	10	“	"	PUNCT
crl-16603	77	11	allow	allow	VERB
crl-16603	77	12	librarians	librarian	NOUN
crl-16603	77	13	to	to	PART
crl-16603	77	14	make	make	VERB
crl-16603	77	15	strategic	strategic	ADJ
crl-16603	77	16	decisions	decision	NOUN
crl-16603	77	17	that	that	PRON
crl-16603	77	18	create	create	VERB
crl-16603	77	19	more	more	ADV
crl-16603	77	20	efficient	efficient	ADJ
crl-16603	77	21	and	and	CCONJ
crl-16603	77	22	effective	effective	ADJ
crl-16603	77	23	experiences	experience	NOUN
crl-16603	77	24	for	for	ADP
crl-16603	77	25	their	their	PRON
crl-16603	77	26	patrons	patron	NOUN
crl-16603	77	27	.	.	PUNCT
crl-16603	78	1	”67	”67	PROPN
crl-16603	78	2	academic	academic	ADJ
crl-16603	78	3	libraries	library	NOUN
crl-16603	78	4	are	be	AUX
crl-16603	78	5	also	also	ADV
crl-16603	78	6	refining	refine	VERB
crl-16603	78	7	gate	gate	NOUN
crl-16603	78	8	count	count	NOUN
crl-16603	78	9	statistics	statistic	NOUN
crl-16603	78	10	by	by	ADP
crl-16603	78	11	capturing	capture	VERB
crl-16603	78	12	swipe	swipe	NOUN
crl-16603	78	13	-	-	PUNCT
crl-16603	78	14	card	card	NOUN
crl-16603	78	15	and	and	CCONJ
crl-16603	78	16	rfid	rfid	NOUN
crl-16603	78	17	data	datum	NOUN
crl-16603	78	18	from	from	ADP
crl-16603	78	19	student	student	NOUN
crl-16603	78	20	ids	id	NOUN
crl-16603	78	21	.	.	PUNCT
crl-16603	79	1	for	for	ADP
crl-16603	79	2	instance	instance	NOUN
crl-16603	79	3	,	,	PUNCT
crl-16603	79	4	kent	kent	PROPN
crl-16603	79	5	state	state	PROPN
crl-16603	79	6	university	university	PROPN
crl-16603	79	7	kept	keep	VERB
crl-16603	79	8	detailed	detailed	ADJ
crl-16603	79	9	demographic	demographic	ADJ
crl-16603	79	10	and	and	CCONJ
crl-16603	79	11	timestamp	timestamp	NOUN
crl-16603	79	12	information	information	NOUN
crl-16603	79	13	obtained	obtain	VERB
crl-16603	79	14	from	from	ADP
crl-16603	79	15	card	card	NOUN
crl-16603	79	16	swipes	swipe	NOUN
crl-16603	79	17	,	,	PUNCT
crl-16603	79	18	which	which	PRON
crl-16603	79	19	students	student	NOUN
crl-16603	79	20	were	be	AUX
crl-16603	79	21	required	require	VERB
crl-16603	79	22	to	to	PART
crl-16603	79	23	provide	provide	VERB
crl-16603	79	24	after	after	SCONJ
crl-16603	79	25	the	the	DET
crl-16603	79	26	library	library	NOUN
crl-16603	79	27	went	go	VERB
crl-16603	79	28	to	to	ADP
crl-16603	79	29	a	a	DET
crl-16603	79	30	24	24	NUM
crl-16603	79	31	-	-	PUNCT
crl-16603	79	32	hour	hour	NOUN
crl-16603	79	33	open	open	ADJ
crl-16603	79	34	schedule.68	schedule.68	NOUN
crl-16603	79	35	similarly	similarly	ADV
crl-16603	79	36	,	,	PUNCT
crl-16603	79	37	georgia	georgia	PROPN
crl-16603	79	38	state	state	PROPN
crl-16603	79	39	university	university	PROPN
crl-16603	79	40	captured	capture	VERB
crl-16603	79	41	student	student	NOUN
crl-16603	79	42	information	information	NOUN
crl-16603	79	43	from	from	ADP
crl-16603	79	44	card	card	NOUN
crl-16603	79	45	swipes	swipe	NOUN
crl-16603	79	46	,	,	PUNCT
crl-16603	79	47	correlating	correlate	VERB
crl-16603	79	48	ingress	ingress	NOUN
crl-16603	79	49	and	and	CCONJ
crl-16603	79	50	egress	egress	NOUN
crl-16603	79	51	at	at	ADP
crl-16603	79	52	specific	specific	ADJ
crl-16603	79	53	points	point	NOUN
crl-16603	79	54	in	in	ADP
crl-16603	79	55	the	the	DET
crl-16603	79	56	library	library	NOUN
crl-16603	79	57	with	with	ADP
crl-16603	79	58	student	student	NOUN
crl-16603	79	59	residential	residential	ADJ
crl-16603	79	60	status	status	NOUN
crl-16603	79	61	and	and	CCONJ
crl-16603	79	62	grade	grade	NOUN
crl-16603	79	63	point	point	NOUN
crl-16603	79	64	average	average	ADJ
crl-16603	79	65	,	,	PUNCT
crl-16603	79	66	among	among	ADP
crl-16603	79	67	other	other	ADJ
crl-16603	79	68	data	datum	NOUN
crl-16603	79	69	points.69	points.69	PROPN
crl-16603	79	70	other	other	ADJ
crl-16603	79	71	libraries	library	NOUN
crl-16603	79	72	,	,	PUNCT
crl-16603	79	73	such	such	ADJ
crl-16603	79	74	as	as	ADP
crl-16603	79	75	the	the	DET
crl-16603	79	76	university	university	PROPN
crl-16603	79	77	of	of	ADP
crl-16603	79	78	oklahoma	oklahoma	PROPN
crl-16603	79	79	,	,	PUNCT
crl-16603	79	80	have	have	AUX
crl-16603	79	81	explored	explore	VERB
crl-16603	79	82	using	use	VERB
crl-16603	79	83	beacon	beacon	NOUN
crl-16603	79	84	sensors	sensor	NOUN
crl-16603	79	85	and	and	CCONJ
crl-16603	79	86	ios	ios	NOUN
crl-16603	79	87	devices	device	NOUN
crl-16603	79	88	to	to	PART
crl-16603	79	89	push	push	VERB
crl-16603	79	90	customized	customized	ADJ
crl-16603	79	91	content	content	NOUN
crl-16603	79	92	and	and	CCONJ
crl-16603	79	93	just	just	ADV
crl-16603	79	94	-	-	PUNCT
crl-16603	79	95	in	in	ADP
crl-16603	79	96	-	-	PUNCT
crl-16603	79	97	time	time	NOUN
crl-16603	79	98	information	information	NOUN
crl-16603	79	99	to	to	ADP
crl-16603	79	100	users	user	NOUN
crl-16603	79	101	’	’	PART
crl-16603	79	102	mobile	mobile	ADJ
crl-16603	79	103	devices	device	NOUN
crl-16603	80	1	while	while	SCONJ
crl-16603	80	2	track310	track310	PROPN
crl-16603	80	3	college	college	PROPN
crl-16603	80	4	&	&	CCONJ
crl-16603	80	5	research	research	PROPN
crl-16603	80	6	libraries	library	NOUN
crl-16603	80	7	april	april	PROPN
crl-16603	80	8	2018	2018	NUM
crl-16603	80	9	ing	ing	ADJ
crl-16603	80	10	foot	foot	NOUN
crl-16603	80	11	traffic.70	traffic.70	ADJ
crl-16603	80	12	walsh	walsh	PROPN
crl-16603	80	13	argues	argue	VERB
crl-16603	80	14	that	that	SCONJ
crl-16603	80	15	analyzing	analyze	VERB
crl-16603	80	16	sensor	sensor	NOUN
crl-16603	80	17	data	datum	NOUN
crl-16603	80	18	about	about	ADP
crl-16603	80	19	identifiable	identifiable	ADJ
crl-16603	80	20	students	student	NOUN
crl-16603	80	21	moves	move	VERB
crl-16603	80	22	libraries	library	NOUN
crl-16603	80	23	toward	toward	ADP
crl-16603	80	24	a	a	DET
crl-16603	80	25	more	more	ADV
crl-16603	80	26	informed	informed	ADJ
crl-16603	80	27	understanding	understanding	NOUN
crl-16603	80	28	of	of	ADP
crl-16603	80	29	how	how	SCONJ
crl-16603	80	30	students	student	NOUN
crl-16603	80	31	interact	interact	VERB
crl-16603	80	32	with	with	ADP
crl-16603	80	33	and	and	CCONJ
crl-16603	80	34	learn	learn	VERB
crl-16603	80	35	in	in	ADP
crl-16603	80	36	these	these	DET
crl-16603	80	37	spaces.71	spaces.71	NOUN
crl-16603	80	38	ethical	ethical	ADJ
crl-16603	80	39	problems	problem	NOUN
crl-16603	80	40	with	with	ADP
crl-16603	80	41	la	la	ADJ
crl-16603	80	42	participation	participation	NOUN
crl-16603	80	43	it	it	PRON
crl-16603	80	44	is	be	AUX
crl-16603	80	45	worthwhile	worthwhile	ADJ
crl-16603	80	46	for	for	ADP
crl-16603	80	47	libraries	library	NOUN
crl-16603	80	48	to	to	PART
crl-16603	80	49	positively	positively	ADV
crl-16603	80	50	influence	influence	VERB
crl-16603	80	51	student	student	NOUN
crl-16603	80	52	learning	learn	VERB
crl-16603	80	53	outcomes	outcome	NOUN
crl-16603	80	54	and	and	CCONJ
crl-16603	80	55	develop	develop	VERB
crl-16603	80	56	tighter	tight	ADJ
crl-16603	80	57	ties	tie	NOUN
crl-16603	80	58	to	to	ADP
crl-16603	80	59	institutional	institutional	ADJ
crl-16603	80	60	goals	goal	NOUN
crl-16603	80	61	.	.	PUNCT
crl-16603	81	1	it	it	PRON
crl-16603	81	2	is	be	AUX
crl-16603	81	3	also	also	ADV
crl-16603	81	4	beneficial	beneficial	ADJ
crl-16603	81	5	for	for	ADP
crl-16603	81	6	libraries	library	NOUN
crl-16603	81	7	to	to	PART
crl-16603	81	8	seek	seek	VERB
crl-16603	81	9	insight	insight	NOUN
crl-16603	81	10	into	into	ADP
crl-16603	81	11	their	their	PRON
crl-16603	81	12	value	value	NOUN
crl-16603	81	13	,	,	PUNCT
crl-16603	81	14	especially	especially	ADV
crl-16603	81	15	given	give	VERB
crl-16603	81	16	that	that	SCONJ
crl-16603	81	17	library	library	NOUN
crl-16603	81	18	expenditures	expenditure	NOUN
crl-16603	81	19	continue	continue	VERB
crl-16603	81	20	to	to	PART
crl-16603	81	21	increase	increase	VERB
crl-16603	81	22	at	at	ADP
crl-16603	81	23	significant	significant	ADJ
crl-16603	81	24	rates	rate	NOUN
crl-16603	81	25	while	while	SCONJ
crl-16603	81	26	receiving	receive	VERB
crl-16603	81	27	less	less	ADJ
crl-16603	81	28	and	and	CCONJ
crl-16603	81	29	less	less	ADJ
crl-16603	81	30	of	of	ADP
crl-16603	81	31	their	their	PRON
crl-16603	81	32	institution	institution	NOUN
crl-16603	81	33	’s	’s	PART
crl-16603	81	34	overall	overall	ADJ
crl-16603	81	35	budget.72	budget.72	NOUN
crl-16603	81	36	despite	despite	SCONJ
crl-16603	81	37	its	its	PRON
crl-16603	81	38	potential	potential	ADJ
crl-16603	81	39	benefits	benefit	NOUN
crl-16603	81	40	,	,	PUNCT
crl-16603	81	41	la	la	PROPN
crl-16603	81	42	is	be	AUX
crl-16603	81	43	intertwined	intertwine	VERB
crl-16603	81	44	with	with	ADP
crl-16603	81	45	moral	moral	ADJ
crl-16603	81	46	problems	problem	NOUN
crl-16603	81	47	given	give	VERB
crl-16603	81	48	the	the	DET
crl-16603	81	49	sensitivity	sensitivity	NOUN
crl-16603	81	50	of	of	ADP
crl-16603	81	51	emerging	emerge	VERB
crl-16603	81	52	datasets	dataset	NOUN
crl-16603	81	53	and	and	CCONJ
crl-16603	81	54	the	the	DET
crl-16603	81	55	creation	creation	NOUN
crl-16603	81	56	of	of	ADP
crl-16603	81	57	new	new	ADJ
crl-16603	81	58	information	information	NOUN
crl-16603	81	59	flows.73	flows.73	ADP
crl-16603	81	60	these	these	DET
crl-16603	81	61	initiatives	initiative	NOUN
crl-16603	81	62	increasingly	increasingly	ADV
crl-16603	81	63	develop	develop	VERB
crl-16603	81	64	student	student	NOUN
crl-16603	81	65	surveillance	surveillance	NOUN
crl-16603	81	66	systems	system	NOUN
crl-16603	81	67	,	,	PUNCT
crl-16603	81	68	otherwise	otherwise	ADV
crl-16603	81	69	known	know	VERB
crl-16603	81	70	as	as	SCONJ
crl-16603	81	71	dataveillance	dataveillance	NOUN
crl-16603	81	72	systems.74	systems.74	VERB
crl-16603	81	73	such	such	ADJ
crl-16603	81	74	systems	system	NOUN
crl-16603	81	75	allow	allow	VERB
crl-16603	81	76	for	for	ADP
crl-16603	81	77	the	the	DET
crl-16603	81	78	creation	creation	NOUN
crl-16603	81	79	of	of	ADP
crl-16603	81	80	comprehensive	comprehensive	ADJ
crl-16603	81	81	digital	digital	ADJ
crl-16603	81	82	dossiers	dossier	NOUN
crl-16603	81	83	that	that	SCONJ
crl-16603	81	84	institutional	institutional	ADJ
crl-16603	81	85	actors	actor	NOUN
crl-16603	81	86	can	can	AUX
crl-16603	81	87	use	use	VERB
crl-16603	81	88	to	to	PART
crl-16603	81	89	make	make	VERB
crl-16603	81	90	consequential	consequential	ADJ
crl-16603	81	91	decisions	decision	NOUN
crl-16603	81	92	about	about	ADP
crl-16603	81	93	students	student	NOUN
crl-16603	81	94	that	that	PRON
crl-16603	81	95	risk	risk	VERB
crl-16603	81	96	their	their	PRON
crl-16603	81	97	autonomy.75	autonomy.75	ADJ
crl-16603	81	98	institutions	institution	NOUN
crl-16603	81	99	are	be	AUX
crl-16603	81	100	purposefully	purposefully	ADV
crl-16603	81	101	aggregating	aggregate	VERB
crl-16603	81	102	massive	massive	ADJ
crl-16603	81	103	amounts	amount	NOUN
crl-16603	81	104	of	of	ADP
crl-16603	81	105	student	student	NOUN
crl-16603	81	106	data	datum	NOUN
crl-16603	81	107	without	without	ADP
crl-16603	81	108	limiting	limit	VERB
crl-16603	81	109	“	"	PUNCT
crl-16603	81	110	data	datum	NOUN
crl-16603	81	111	dredging	dredging	NOUN
crl-16603	81	112	”	"	PUNCT
crl-16603	81	113	for	for	ADP
crl-16603	81	114	correlations	correlation	NOUN
crl-16603	81	115	that	that	PRON
crl-16603	81	116	could	could	AUX
crl-16603	81	117	favor	favor	VERB
crl-16603	81	118	values	value	NOUN
crl-16603	81	119	and	and	CCONJ
crl-16603	81	120	interests	interest	NOUN
crl-16603	81	121	of	of	ADP
crl-16603	81	122	powerful	powerful	ADJ
crl-16603	81	123	actors	actor	NOUN
crl-16603	81	124	while	while	SCONJ
crl-16603	81	125	disenfranchising	disenfranchise	VERB
crl-16603	81	126	students.76	students.76	PROPN
crl-16603	81	127	also	also	ADV
crl-16603	81	128	important	important	ADJ
crl-16603	81	129	to	to	PART
crl-16603	81	130	note	note	VERB
crl-16603	81	131	is	be	AUX
crl-16603	81	132	that	that	SCONJ
crl-16603	81	133	the	the	DET
crl-16603	81	134	correlation	correlation	NOUN
crl-16603	81	135	studies	study	NOUN
crl-16603	81	136	on	on	ADP
crl-16603	81	137	which	which	PRON
crl-16603	81	138	la	la	DET
crl-16603	81	139	advocates	advocate	NOUN
crl-16603	81	140	build	build	VERB
crl-16603	81	141	their	their	PRON
crl-16603	81	142	argument	argument	NOUN
crl-16603	81	143	do	do	AUX
crl-16603	81	144	not	not	PART
crl-16603	81	145	always	always	ADV
crl-16603	81	146	account	account	VERB
crl-16603	81	147	for	for	ADP
crl-16603	81	148	or	or	CCONJ
crl-16603	81	149	prevent	prevent	VERB
crl-16603	81	150	against	against	ADP
crl-16603	81	151	false	false	ADJ
crl-16603	81	152	positives	positive	NOUN
crl-16603	81	153	in	in	ADP
crl-16603	81	154	the	the	DET
crl-16603	81	155	statistics	statistic	NOUN
crl-16603	81	156	;	;	PUNCT
crl-16603	81	157	thus	thus	ADV
crl-16603	81	158	,	,	PUNCT
crl-16603	81	159	data	datum	NOUN
crl-16603	81	160	dredging	dredging	NOUN
crl-16603	81	161	-	-	PUNCT
crl-16603	81	162	based	base	VERB
crl-16603	81	163	correlation	correlation	NOUN
crl-16603	81	164	studies	study	NOUN
crl-16603	81	165	may	may	AUX
crl-16603	81	166	create	create	VERB
crl-16603	81	167	misleading	misleading	ADJ
crl-16603	81	168	and	and	CCONJ
crl-16603	81	169	harmful	harmful	ADJ
crl-16603	81	170	paths	path	NOUN
crl-16603	81	171	of	of	ADP
crl-16603	81	172	action	action	NOUN
crl-16603	81	173	.	.	PUNCT
crl-16603	82	1	contemporary	contemporary	ADJ
crl-16603	82	2	scholarship	scholarship	NOUN
crl-16603	82	3	is	be	AUX
crl-16603	82	4	interrogating	interrogate	VERB
crl-16603	82	5	the	the	DET
crl-16603	82	6	social	social	ADJ
crl-16603	82	7	,	,	PUNCT
crl-16603	82	8	technical	technical	ADJ
crl-16603	82	9	,	,	PUNCT
crl-16603	82	10	and	and	CCONJ
crl-16603	82	11	policy	policy	NOUN
crl-16603	82	12	-	-	PUNCT
crl-16603	82	13	related	relate	VERB
crl-16603	82	14	issues	issue	NOUN
crl-16603	82	15	associated	associate	VERB
crl-16603	82	16	with	with	ADP
crl-16603	82	17	la	la	NOUN
crl-16603	82	18	practices.77	practices.77	NOUN
crl-16603	82	19	little	little	ADJ
crl-16603	82	20	has	have	AUX
crl-16603	82	21	yet	yet	ADV
crl-16603	82	22	been	be	AUX
crl-16603	82	23	written	write	VERB
crl-16603	82	24	,	,	PUNCT
crl-16603	82	25	however	however	ADV
crl-16603	82	26	,	,	PUNCT
crl-16603	82	27	concerning	concern	VERB
crl-16603	82	28	the	the	DET
crl-16603	82	29	specific	specific	ADJ
crl-16603	82	30	challenges	challenge	NOUN
crl-16603	82	31	facing	face	VERB
crl-16603	82	32	libraries	library	NOUN
crl-16603	82	33	participating	participate	VERB
crl-16603	82	34	in	in	ADP
crl-16603	82	35	la	la	ADJ
crl-16603	82	36	initiatives	initiative	NOUN
crl-16603	82	37	.	.	PUNCT
crl-16603	83	1	a	a	DET
crl-16603	83	2	notable	notable	ADJ
crl-16603	83	3	exception	exception	NOUN
crl-16603	83	4	is	be	AUX
crl-16603	83	5	in	in	ADP
crl-16603	83	6	showers	shower	NOUN
crl-16603	83	7	’	'	PUNCT
crl-16603	83	8	library	library	NOUN
crl-16603	83	9	analytics	analytic	NOUN
crl-16603	83	10	and	and	CCONJ
crl-16603	83	11	metrics	metric	NOUN
crl-16603	83	12	book.78	book.78	VERB
crl-16603	83	13	citing	cite	VERB
crl-16603	83	14	hellman	hellman	NOUN
crl-16603	83	15	,	,	PUNCT
crl-16603	83	16	showers	shower	NOUN
crl-16603	83	17	argues	argue	VERB
crl-16603	83	18	that	that	SCONJ
crl-16603	83	19	academic	academic	ADJ
crl-16603	83	20	libraries	library	NOUN
crl-16603	83	21	have	have	AUX
crl-16603	83	22	been	be	AUX
crl-16603	83	23	struggling	struggle	VERB
crl-16603	83	24	with	with	ADP
crl-16603	83	25	problems	problem	NOUN
crl-16603	83	26	—	—	PUNCT
crl-16603	83	27	privacy	privacy	NOUN
crl-16603	83	28	and	and	CCONJ
crl-16603	83	29	otherwise	otherwise	ADV
crl-16603	83	30	—	—	PUNCT
crl-16603	83	31	associated	associate	VERB
crl-16603	83	32	with	with	ADP
crl-16603	83	33	emerging	emerge	VERB
crl-16603	83	34	data	datum	NOUN
crl-16603	83	35	and	and	CCONJ
crl-16603	83	36	information	information	NOUN
crl-16603	83	37	flows	flow	NOUN
crl-16603	83	38	since	since	SCONJ
crl-16603	83	39	social	social	ADJ
crl-16603	83	40	media	medium	NOUN
crl-16603	83	41	matured	mature	VERB
crl-16603	83	42	and	and	CCONJ
crl-16603	83	43	data	datum	NOUN
crl-16603	83	44	analytics	analytic	NOUN
crl-16603	83	45	became	become	VERB
crl-16603	83	46	more	more	ADV
crl-16603	83	47	accessible.79	accessible.79	NOUN
crl-16603	83	48	naturally	naturally	ADV
crl-16603	83	49	,	,	PUNCT
crl-16603	83	50	libraries	library	NOUN
crl-16603	83	51	want	want	VERB
crl-16603	83	52	to	to	PART
crl-16603	83	53	use	use	VERB
crl-16603	83	54	these	these	DET
crl-16603	83	55	data	datum	NOUN
crl-16603	83	56	flows	flow	NOUN
crl-16603	83	57	to	to	ADP
crl-16603	83	58	their	their	PRON
crl-16603	83	59	benefit	benefit	NOUN
crl-16603	83	60	and	and	CCONJ
crl-16603	83	61	to	to	ADP
crl-16603	83	62	that	that	PRON
crl-16603	83	63	of	of	ADP
crl-16603	83	64	their	their	PRON
crl-16603	83	65	users	user	NOUN
crl-16603	83	66	,	,	PUNCT
crl-16603	83	67	but	but	CCONJ
crl-16603	83	68	at	at	ADP
crl-16603	83	69	what	what	DET
crl-16603	83	70	cost	cost	NOUN
crl-16603	83	71	?	?	PUNCT
crl-16603	84	1	“	"	PUNCT
crl-16603	84	2	libraries	library	NOUN
crl-16603	84	3	,	,	PUNCT
crl-16603	84	4	”	"	PUNCT
crl-16603	84	5	showers	shower	NOUN
crl-16603	84	6	writes	write	VERB
crl-16603	84	7	,	,	PUNCT
crl-16603	84	8	“	"	PUNCT
crl-16603	84	9	may	may	AUX
crl-16603	84	10	also	also	ADV
crl-16603	84	11	be	be	AUX
crl-16603	84	12	undermining	undermine	VERB
crl-16603	84	13	some	some	PRON
crl-16603	84	14	of	of	ADP
crl-16603	84	15	the	the	DET
crl-16603	84	16	values	value	NOUN
crl-16603	84	17	they	they	PRON
crl-16603	84	18	have	have	AUX
crl-16603	84	19	traditionally	traditionally	ADV
crl-16603	84	20	held	hold	VERB
crl-16603	84	21	so	so	ADV
crl-16603	84	22	dear	dear	ADJ
crl-16603	84	23	”	"	PUNCT
crl-16603	84	24	by	by	ADP
crl-16603	84	25	pursuing	pursue	VERB
crl-16603	84	26	analytical	analytical	ADJ
crl-16603	84	27	insights	insight	NOUN
crl-16603	84	28	and	and	CCONJ
crl-16603	84	29	creating	create	VERB
crl-16603	84	30	data	data	NOUN
crl-16603	84	31	-	-	PUNCT
crl-16603	84	32	driven	drive	VERB
crl-16603	84	33	services.80	services.80	PROPN
crl-16603	84	34	ethical	ethical	ADJ
crl-16603	84	35	codes	code	NOUN
crl-16603	84	36	in	in	ADP
crl-16603	84	37	addition	addition	NOUN
crl-16603	84	38	to	to	ADP
crl-16603	84	39	pursuing	pursue	VERB
crl-16603	84	40	answers	answer	NOUN
crl-16603	84	41	to	to	ADP
crl-16603	84	42	questions	question	NOUN
crl-16603	84	43	regarding	regard	VERB
crl-16603	84	44	legal	legal	ADJ
crl-16603	84	45	compliance	compliance	NOUN
crl-16603	84	46	,	,	PUNCT
crl-16603	84	47	la	la	PRON
crl-16603	84	48	advocates	advocate	NOUN
crl-16603	84	49	inside	inside	ADP
crl-16603	84	50	libraries	library	NOUN
crl-16603	84	51	and	and	CCONJ
crl-16603	84	52	throughout	throughout	ADP
crl-16603	84	53	higher	high	ADJ
crl-16603	84	54	education	education	NOUN
crl-16603	84	55	are	be	AUX
crl-16603	84	56	seeking	seek	VERB
crl-16603	84	57	ethical	ethical	ADJ
crl-16603	84	58	guidance	guidance	NOUN
crl-16603	84	59	.	.	PUNCT
crl-16603	85	1	thus	thus	ADV
crl-16603	85	2	far	far	ADV
crl-16603	85	3	,	,	PUNCT
crl-16603	85	4	la	la	PROPN
crl-16603	85	5	’s	’s	PART
crl-16603	85	6	problems	problem	NOUN
crl-16603	85	7	are	be	AUX
crl-16603	85	8	so	so	ADV
crl-16603	85	9	novel	novel	ADJ
crl-16603	85	10	and	and	CCONJ
crl-16603	85	11	complex	complex	ADJ
crl-16603	85	12	that	that	SCONJ
crl-16603	85	13	many	many	ADJ
crl-16603	85	14	have	have	VERB
crl-16603	85	15	more	more	ADJ
crl-16603	85	16	questions	question	NOUN
crl-16603	85	17	than	than	ADP
crl-16603	85	18	answers	answer	NOUN
crl-16603	85	19	.	.	PUNCT
crl-16603	86	1	some	some	DET
crl-16603	86	2	useful	useful	ADJ
crl-16603	86	3	ethical	ethical	ADJ
crl-16603	86	4	guidance	guidance	NOUN
crl-16603	86	5	has	have	AUX
crl-16603	86	6	developed	develop	VERB
crl-16603	86	7	out	out	ADP
crl-16603	86	8	of	of	ADP
crl-16603	86	9	the	the	DET
crl-16603	86	10	two	two	NUM
crl-16603	86	11	asilomar	asilomar	NOUN
crl-16603	86	12	conventions	convention	NOUN
crl-16603	86	13	on	on	ADP
crl-16603	86	14	“	"	PUNCT
crl-16603	86	15	learning	learn	VERB
crl-16603	86	16	research	research	NOUN
crl-16603	86	17	in	in	ADP
crl-16603	86	18	higher	high	ADJ
crl-16603	86	19	education	education	NOUN
crl-16603	86	20	”	"	PUNCT
crl-16603	86	21	and	and	CCONJ
crl-16603	86	22	“	"	PUNCT
crl-16603	86	23	student	student	NOUN
crl-16603	86	24	data	datum	NOUN
crl-16603	86	25	and	and	CCONJ
crl-16603	86	26	records	record	NOUN
crl-16603	86	27	in	in	ADP
crl-16603	86	28	the	the	DET
crl-16603	86	29	digital	digital	ADJ
crl-16603	86	30	era	era	NOUN
crl-16603	86	31	.	.	PUNCT
crl-16603	87	1	”81	”81	PROPN
crl-16603	87	2	similarly	similarly	ADV
crl-16603	87	3	,	,	PUNCT
crl-16603	87	4	jisc	jisc	PROPN
crl-16603	87	5	’s	’s	PART
crl-16603	87	6	“	"	PUNCT
crl-16603	87	7	code	code	NOUN
crl-16603	87	8	of	of	ADP
crl-16603	87	9	practice	practice	NOUN
crl-16603	87	10	for	for	ADP
crl-16603	87	11	learning	learn	VERB
crl-16603	87	12	analytics	analytic	NOUN
crl-16603	87	13	”	"	PUNCT
crl-16603	87	14	sets	set	VERB
crl-16603	87	15	out	out	ADP
crl-16603	87	16	fundamental	fundamental	ADJ
crl-16603	87	17	principles	principle	NOUN
crl-16603	87	18	for	for	SCONJ
crl-16603	87	19	institutions	institution	NOUN
crl-16603	87	20	to	to	PART
crl-16603	87	21	deploy	deploy	VERB
crl-16603	87	22	la	la	NOUN
crl-16603	87	23	“	"	PUNCT
crl-16603	87	24	responsibly	responsibly	ADV
crl-16603	87	25	,	,	PUNCT
crl-16603	87	26	appropriately	appropriately	ADV
crl-16603	87	27	and	and	CCONJ
crl-16603	87	28	effectively	effectively	ADV
crl-16603	87	29	.	.	PUNCT
crl-16603	88	1	”82	”82	PROPN
crl-16603	88	2	however	however	ADV
crl-16603	88	3	,	,	PUNCT
crl-16603	88	4	overarching	overarching	ADJ
crl-16603	88	5	codes	code	NOUN
crl-16603	88	6	such	such	ADJ
crl-16603	88	7	as	as	ADP
crl-16603	88	8	jisc	jisc	PROPN
crl-16603	88	9	’s	’s	PART
crl-16603	88	10	have	have	VERB
crl-16603	88	11	weaknesses	weakness	NOUN
crl-16603	88	12	.	.	PUNCT
crl-16603	89	1	these	these	DET
crl-16603	89	2	codes	code	NOUN
crl-16603	89	3	generally	generally	ADV
crl-16603	89	4	address	address	VERB
crl-16603	89	5	la	la	PROPN
crl-16603	89	6	’s	’s	PART
crl-16603	89	7	potential	potential	ADJ
crl-16603	89	8	harms	harm	NOUN
crl-16603	89	9	without	without	ADP
crl-16603	89	10	considering	consider	VERB
crl-16603	89	11	contextual	contextual	ADJ
crl-16603	89	12	“	"	PUNCT
crl-16603	89	13	norms	norm	NOUN
crl-16603	89	14	and	and	CCONJ
crl-16603	89	15	established	establish	VERB
crl-16603	89	16	values	value	NOUN
crl-16603	89	17	.	.	PUNCT
crl-16603	90	1	”83	”83	NOUN
crl-16603	90	2	these	these	DET
crl-16603	90	3	contexts	context	NOUN
crl-16603	90	4	are	be	AUX
crl-16603	90	5	bound	bind	VERB
crl-16603	90	6	by	by	ADP
crl-16603	90	7	“	"	PUNCT
crl-16603	90	8	canonical	canonical	ADJ
crl-16603	90	9	activities	activity	NOUN
crl-16603	90	10	,	,	PUNCT
crl-16603	90	11	roles	role	NOUN
crl-16603	90	12	,	,	PUNCT
crl-16603	90	13	relationships	relationship	NOUN
crl-16603	90	14	,	,	PUNCT
crl-16603	90	15	power	power	NOUN
crl-16603	90	16	structures	structure	NOUN
crl-16603	90	17	,	,	PUNCT
crl-16603	90	18	norms	norm	NOUN
crl-16603	90	19	(	(	PUNCT
crl-16603	90	20	or	or	CCONJ
crl-16603	90	21	rules	rule	NOUN
crl-16603	90	22	)	)	PUNCT
crl-16603	90	23	,	,	PUNCT
crl-16603	90	24	and	and	CCONJ
crl-16603	90	25	internal	internal	ADJ
crl-16603	90	26	values	value	NOUN
crl-16603	90	27	(	(	PUNCT
crl-16603	90	28	goals	goal	NOUN
crl-16603	90	29	,	,	PUNCT
crl-16603	90	30	ends	end	NOUN
crl-16603	90	31	,	,	PUNCT
crl-16603	90	32	purposes	purpose	NOUN
crl-16603	90	33	)	)	PUNCT
crl-16603	90	34	,	,	PUNCT
crl-16603	90	35	”	"	PUNCT
crl-16603	90	36	according	accord	VERB
crl-16603	90	37	to	to	ADP
crl-16603	90	38	nissenbaum.84	nissenbaum.84	PROPN
crl-16603	90	39	so	so	ADV
crl-16603	90	40	,	,	PUNCT
crl-16603	90	41	ethical	ethical	ADJ
crl-16603	90	42	codes	code	NOUN
crl-16603	90	43	written	write	VERB
crl-16603	90	44	to	to	PART
crl-16603	90	45	address	address	VERB
crl-16603	90	46	la	la	DET
crl-16603	90	47	issues	issue	NOUN
crl-16603	90	48	at	at	ADP
crl-16603	90	49	the	the	DET
crl-16603	90	50	macro	macro	ADJ
crl-16603	90	51	level	level	NOUN
crl-16603	90	52	(	(	PUNCT
crl-16603	90	53	such	such	ADJ
crl-16603	90	54	as	as	ADP
crl-16603	90	55	for	for	ADP
crl-16603	90	56	higher	high	ADJ
crl-16603	90	57	education	education	NOUN
crl-16603	90	58	writ	writ	NOUN
crl-16603	90	59	large	large	ADJ
crl-16603	90	60	)	)	PUNCT
crl-16603	90	61	fail	fail	VERB
crl-16603	90	62	to	to	PART
crl-16603	90	63	account	account	VERB
crl-16603	90	64	for	for	ADP
crl-16603	90	65	the	the	DET
crl-16603	90	66	nuances	nuance	NOUN
crl-16603	90	67	of	of	ADP
crl-16603	90	68	meso	meso	NOUN
crl-16603	90	69	-	-	PUNCT
crl-16603	90	70	level	level	NOUN
crl-16603	90	71	contexts	contexts	NOUN
crl-16603	90	72	(	(	PUNCT
crl-16603	90	73	such	such	ADJ
crl-16603	90	74	as	as	ADP
crl-16603	90	75	particular	particular	ADJ
crl-16603	90	76	institutions	institution	NOUN
crl-16603	90	77	)	)	PUNCT
crl-16603	90	78	or	or	CCONJ
crl-16603	90	79	even	even	ADV
crl-16603	90	80	micro	micro	ADJ
crl-16603	90	81	-	-	NOUN
crl-16603	90	82	level	level	ADJ
crl-16603	90	83	contexts	contexts	NOUN
crl-16603	90	84	(	(	PUNCT
crl-16603	90	85	such	such	ADJ
crl-16603	90	86	as	as	ADP
crl-16603	90	87	libraries	library	NOUN
crl-16603	90	88	)	)	PUNCT
crl-16603	90	89	,	,	PUNCT
crl-16603	90	90	much	much	ADV
crl-16603	90	91	less	less	ADV
crl-16603	90	92	particular	particular	ADJ
crl-16603	90	93	populations	population	NOUN
crl-16603	90	94	those	those	DET
crl-16603	90	95	departments	department	NOUN
crl-16603	90	96	serve	serve	VERB
crl-16603	90	97	.	.	PUNCT
crl-16603	91	1	for	for	ADP
crl-16603	91	2	instance	instance	NOUN
crl-16603	91	3	,	,	PUNCT
crl-16603	91	4	broad	broad	ADJ
crl-16603	91	5	ethics	ethic	NOUN
crl-16603	91	6	codes	code	NOUN
crl-16603	91	7	are	be	AUX
crl-16603	91	8	not	not	PART
crl-16603	91	9	typically	typically	ADV
crl-16603	91	10	tuned	tune	VERB
crl-16603	91	11	to	to	ADP
crl-16603	91	12	the	the	DET
crl-16603	91	13	needs	need	NOUN
crl-16603	91	14	of	of	ADP
crl-16603	91	15	vulnerable	vulnerable	ADJ
crl-16603	91	16	student	student	NOUN
crl-16603	91	17	populations	population	NOUN
crl-16603	91	18	(	(	PUNCT
crl-16603	91	19	examples	example	NOUN
crl-16603	91	20	:	:	PUNCT
crl-16603	91	21	firstin	firstin	NOUN
crl-16603	91	22	-	-	PUNCT
crl-16603	91	23	family	family	NOUN
crl-16603	91	24	,	,	PUNCT
crl-16603	91	25	poor	poor	ADJ
crl-16603	91	26	,	,	PUNCT
crl-16603	91	27	of	of	ADP
crl-16603	91	28	color	color	NOUN
crl-16603	91	29	,	,	PUNCT
crl-16603	91	30	with	with	ADP
crl-16603	91	31	disabilities	disability	NOUN
crl-16603	91	32	)	)	PUNCT
crl-16603	91	33	.	.	PUNCT
crl-16603	92	1	ethical	ethical	ADJ
crl-16603	92	2	codes	code	NOUN
crl-16603	92	3	tuned	tune	VERB
crl-16603	92	4	for	for	ADP
crl-16603	92	5	the	the	DET
crl-16603	92	6	needs	need	NOUN
crl-16603	92	7	of	of	ADP
crl-16603	92	8	more	more	ADV
crl-16603	92	9	tightly	tightly	ADV
crl-16603	92	10	bound	bind	VERB
crl-16603	92	11	contexts	context	NOUN
crl-16603	92	12	will	will	AUX
crl-16603	92	13	often	often	ADV
crl-16603	92	14	be	be	AUX
crl-16603	92	15	able	able	ADJ
crl-16603	92	16	to	to	PART
crl-16603	92	17	address	address	VERB
crl-16603	92	18	the	the	DET
crl-16603	92	19	conflicts	conflict	NOUN
crl-16603	92	20	and	and	CCONJ
crl-16603	92	21	compatibilities	compatibility	NOUN
crl-16603	92	22	with	with	ADP
crl-16603	92	23	la	la	NOUN
crl-16603	92	24	,	,	PUNCT
crl-16603	92	25	whereas	whereas	SCONJ
crl-16603	92	26	general	general	ADJ
crl-16603	92	27	codes	code	NOUN
crl-16603	92	28	may	may	AUX
crl-16603	92	29	not	not	PART
crl-16603	92	30	be	be	AUX
crl-16603	92	31	able	able	ADJ
crl-16603	92	32	to	to	PART
crl-16603	92	33	address	address	VERB
crl-16603	92	34	specific	specific	ADJ
crl-16603	92	35	friction	friction	NOUN
crl-16603	92	36	points	point	NOUN
crl-16603	92	37	with	with	ADP
crl-16603	92	38	learning	learn	VERB
crl-16603	92	39	analytics	analytic	NOUN
crl-16603	92	40	and	and	CCONJ
crl-16603	92	41	the	the	DET
crl-16603	92	42	academic	academic	ADJ
crl-16603	92	43	library	library	NOUN
crl-16603	92	44	311	311	NUM
crl-16603	92	45	existing	exist	VERB
crl-16603	92	46	norms	norm	NOUN
crl-16603	92	47	and	and	CCONJ
crl-16603	92	48	values	value	NOUN
crl-16603	92	49	.	.	PUNCT
crl-16603	93	1	the	the	DET
crl-16603	93	2	american	american	PROPN
crl-16603	93	3	library	library	PROPN
crl-16603	93	4	association	association	PROPN
crl-16603	93	5	’s	’s	PART
crl-16603	93	6	(	(	PUNCT
crl-16603	93	7	ala	ala	PROPN
crl-16603	93	8	)	)	PUNCT
crl-16603	93	9	code	code	NOUN
crl-16603	93	10	of	of	ADP
crl-16603	93	11	ethics	ethic	NOUN
crl-16603	93	12	is	be	AUX
crl-16603	93	13	one	one	NUM
crl-16603	93	14	such	such	ADJ
crl-16603	93	15	fine	fine	ADV
crl-16603	93	16	-	-	PUNCT
crl-16603	93	17	tuned	tune	VERB
crl-16603	93	18	code	code	NOUN
crl-16603	93	19	that	that	PRON
crl-16603	93	20	can	can	AUX
crl-16603	93	21	directly	directly	ADV
crl-16603	93	22	address	address	VERB
crl-16603	93	23	issues	issue	NOUN
crl-16603	93	24	with	with	ADP
crl-16603	93	25	la	la	PROPN
crl-16603	93	26	.	.	PUNCT
crl-16603	94	1	the	the	DET
crl-16603	94	2	code	code	NOUN
crl-16603	94	3	of	of	ADP
crl-16603	94	4	ethics	ethic	NOUN
crl-16603	94	5	,	,	PUNCT
crl-16603	94	6	which	which	PRON
crl-16603	94	7	has	have	AUX
crl-16603	94	8	been	be	AUX
crl-16603	94	9	consistently	consistently	ADV
crl-16603	94	10	reviewed	review	VERB
crl-16603	94	11	and	and	CCONJ
crl-16603	94	12	amended	amend	VERB
crl-16603	94	13	since	since	SCONJ
crl-16603	94	14	1939	1939	NUM
crl-16603	94	15	,	,	PUNCT
crl-16603	94	16	guides	guide	VERB
crl-16603	94	17	academic	academic	ADJ
crl-16603	94	18	librarians	librarian	NOUN
crl-16603	94	19	in	in	ADP
crl-16603	94	20	the	the	DET
crl-16603	94	21	united	united	PROPN
crl-16603	94	22	states	states	PROPN
crl-16603	94	23	.	.	PUNCT
crl-16603	95	1	in	in	ADP
crl-16603	95	2	a	a	DET
crl-16603	95	3	preface	preface	NOUN
crl-16603	95	4	to	to	ADP
crl-16603	95	5	its	its	PRON
crl-16603	95	6	eight	eight	NUM
crl-16603	95	7	principles	principle	NOUN
crl-16603	95	8	,	,	PUNCT
crl-16603	95	9	the	the	DET
crl-16603	95	10	code	code	NOUN
crl-16603	95	11	reads	read	VERB
crl-16603	95	12	:	:	PUNCT
crl-16603	95	13	“	"	PUNCT
crl-16603	95	14	ethical	ethical	ADJ
crl-16603	95	15	dilemmas	dilemma	NOUN
crl-16603	95	16	occur	occur	VERB
crl-16603	95	17	when	when	SCONJ
crl-16603	95	18	values	value	NOUN
crl-16603	95	19	are	be	AUX
crl-16603	95	20	in	in	ADP
crl-16603	95	21	conflict	conflict	NOUN
crl-16603	95	22	.	.	PUNCT
crl-16603	96	1	the	the	DET
crl-16603	96	2	[	[	X
crl-16603	96	3	ala	ala	X
crl-16603	96	4	]	]	X
crl-16603	96	5	code	code	NOUN
crl-16603	96	6	of	of	ADP
crl-16603	96	7	ethics	ethic	NOUN
crl-16603	96	8	states	state	VERB
crl-16603	96	9	the	the	DET
crl-16603	96	10	values	value	NOUN
crl-16603	96	11	to	to	PART
crl-16603	96	12	which	which	PRON
crl-16603	96	13	we	we	PRON
crl-16603	96	14	are	be	AUX
crl-16603	96	15	committed	commit	VERB
crl-16603	96	16	,	,	PUNCT
crl-16603	96	17	and	and	CCONJ
crl-16603	96	18	embodies	embody	VERB
crl-16603	96	19	the	the	DET
crl-16603	96	20	ethical	ethical	ADJ
crl-16603	96	21	responsibilities	responsibility	NOUN
crl-16603	96	22	of	of	ADP
crl-16603	96	23	the	the	DET
crl-16603	96	24	profession	profession	NOUN
crl-16603	96	25	in	in	ADP
crl-16603	96	26	this	this	DET
crl-16603	96	27	changing	change	VERB
crl-16603	96	28	information	information	NOUN
crl-16603	96	29	environment	environment	NOUN
crl-16603	96	30	.	.	PUNCT
crl-16603	97	1	”85	”85	VERB
crl-16603	97	2	the	the	DET
crl-16603	97	3	ala	ala	PROPN
crl-16603	97	4	recognizes	recognize	VERB
crl-16603	97	5	that	that	SCONJ
crl-16603	97	6	the	the	DET
crl-16603	97	7	code	code	NOUN
crl-16603	97	8	is	be	AUX
crl-16603	97	9	a	a	DET
crl-16603	97	10	“	"	PUNCT
crl-16603	97	11	framework	framework	NOUN
crl-16603	97	12	”	"	PUNCT
crl-16603	97	13	for	for	ADP
crl-16603	97	14	ethical	ethical	ADJ
crl-16603	97	15	decision	decision	NOUN
crl-16603	97	16	making	making	NOUN
crl-16603	97	17	,	,	PUNCT
crl-16603	97	18	not	not	PART
crl-16603	97	19	a	a	DET
crl-16603	97	20	series	series	NOUN
crl-16603	97	21	of	of	ADP
crl-16603	97	22	commandments	commandment	NOUN
crl-16603	97	23	,	,	PUNCT
crl-16603	97	24	and	and	CCONJ
crl-16603	97	25	that	that	SCONJ
crl-16603	97	26	its	its	PRON
crl-16603	97	27	principles	principle	NOUN
crl-16603	97	28	“	"	PUNCT
crl-16603	97	29	can	can	AUX
crl-16603	97	30	not	not	PART
crl-16603	97	31	and	and	CCONJ
crl-16603	97	32	do	do	AUX
crl-16603	97	33	not	not	PART
crl-16603	97	34	dictate	dictate	VERB
crl-16603	97	35	conduct	conduct	NOUN
crl-16603	97	36	to	to	PART
crl-16603	97	37	cover	cover	VERB
crl-16603	97	38	particular	particular	ADJ
crl-16603	97	39	situations	situation	NOUN
crl-16603	97	40	.	.	PUNCT
crl-16603	97	41	”	"	PUNCT
crl-16603	98	1	research	research	NOUN
crl-16603	98	2	on	on	ADP
crl-16603	98	3	ethical	ethical	ADJ
crl-16603	98	4	conflicts	conflict	NOUN
crl-16603	98	5	in	in	ADP
crl-16603	98	6	the	the	DET
crl-16603	98	7	library	library	NOUN
crl-16603	98	8	and	and	CCONJ
crl-16603	98	9	information	information	NOUN
crl-16603	98	10	science	science	NOUN
crl-16603	98	11	literature	literature	PROPN
crl-16603	98	12	have	have	AUX
crl-16603	98	13	shown	show	VERB
crl-16603	98	14	that	that	SCONJ
crl-16603	98	15	the	the	DET
crl-16603	98	16	code	code	NOUN
crl-16603	98	17	of	of	ADP
crl-16603	98	18	ethics	ethic	NOUN
crl-16603	98	19	only	only	ADV
crl-16603	98	20	serves	serve	VERB
crl-16603	98	21	as	as	ADP
crl-16603	98	22	a	a	DET
crl-16603	98	23	starting	starting	NOUN
crl-16603	98	24	point	point	NOUN
crl-16603	98	25	for	for	ADP
crl-16603	98	26	navigating	navigate	VERB
crl-16603	98	27	ethical	ethical	ADJ
crl-16603	98	28	issues.86	issues.86	NOUN
crl-16603	98	29	but	but	CCONJ
crl-16603	98	30	even	even	ADV
crl-16603	98	31	though	though	SCONJ
crl-16603	98	32	the	the	DET
crl-16603	98	33	code	code	NOUN
crl-16603	98	34	of	of	ADP
crl-16603	98	35	ethics	ethic	NOUN
crl-16603	98	36	does	do	AUX
crl-16603	98	37	not	not	PART
crl-16603	98	38	provide	provide	VERB
crl-16603	98	39	an	an	DET
crl-16603	98	40	action	action	NOUN
crl-16603	98	41	pathway	pathway	NOUN
crl-16603	98	42	for	for	ADP
crl-16603	98	43	specific	specific	ADJ
crl-16603	98	44	circumstances	circumstance	NOUN
crl-16603	98	45	,	,	PUNCT
crl-16603	98	46	it	it	PRON
crl-16603	98	47	still	still	ADV
crl-16603	98	48	informs	inform	VERB
crl-16603	98	49	librarians	librarian	NOUN
crl-16603	98	50	of	of	ADP
crl-16603	98	51	the	the	DET
crl-16603	98	52	profession	profession	NOUN
crl-16603	98	53	’s	’s	PART
crl-16603	98	54	values	value	NOUN
crl-16603	98	55	in	in	ADP
crl-16603	98	56	ways	way	NOUN
crl-16603	98	57	that	that	PRON
crl-16603	98	58	more	more	ADJ
crl-16603	98	59	general	general	ADJ
crl-16603	98	60	codes	code	NOUN
crl-16603	98	61	can	can	AUX
crl-16603	98	62	not	not	PART
crl-16603	98	63	.	.	PUNCT
crl-16603	99	1	we	we	PRON
crl-16603	99	2	see	see	VERB
crl-16603	99	3	several	several	ADJ
crl-16603	99	4	conflicts	conflict	NOUN
crl-16603	99	5	with	with	ADP
crl-16603	99	6	the	the	DET
crl-16603	99	7	code	code	NOUN
crl-16603	99	8	of	of	ADP
crl-16603	99	9	ethics	ethic	NOUN
crl-16603	99	10	when	when	SCONJ
crl-16603	99	11	libraries	library	NOUN
crl-16603	99	12	provide	provide	VERB
crl-16603	99	13	data	datum	NOUN
crl-16603	99	14	to	to	PART
crl-16603	99	15	,	,	PUNCT
crl-16603	99	16	help	help	VERB
crl-16603	99	17	with	with	ADP
crl-16603	99	18	data	datum	NOUN
crl-16603	99	19	analysis	analysis	NOUN
crl-16603	99	20	for	for	ADP
crl-16603	99	21	,	,	PUNCT
crl-16603	99	22	or	or	CCONJ
crl-16603	99	23	conduct	conduct	VERB
crl-16603	99	24	la	la	DET
crl-16603	99	25	initiatives	initiative	NOUN
crl-16603	99	26	themselves	themselves	PRON
crl-16603	99	27	.	.	PUNCT
crl-16603	100	1	la	la	PROPN
crl-16603	100	2	does	do	AUX
crl-16603	100	3	not	not	PART
crl-16603	100	4	conflict	conflict	VERB
crl-16603	100	5	with	with	ADP
crl-16603	100	6	all	all	DET
crl-16603	100	7	eight	eight	NUM
crl-16603	100	8	principles	principle	NOUN
crl-16603	100	9	in	in	ADP
crl-16603	100	10	the	the	DET
crl-16603	100	11	code	code	NOUN
crl-16603	100	12	of	of	ADP
crl-16603	100	13	ethics	ethic	NOUN
crl-16603	100	14	,	,	PUNCT
crl-16603	100	15	but	but	CCONJ
crl-16603	100	16	the	the	DET
crl-16603	100	17	practice	practice	NOUN
crl-16603	100	18	clearly	clearly	ADV
crl-16603	100	19	implicates	implicate	VERB
crl-16603	100	20	the	the	DET
crl-16603	100	21	following	follow	VERB
crl-16603	100	22	three	three	NUM
crl-16603	100	23	principles	principle	NOUN
crl-16603	100	24	(	(	PUNCT
crl-16603	100	25	following	follow	VERB
crl-16603	100	26	their	their	PRON
crl-16603	100	27	numbering	numbering	NOUN
crl-16603	100	28	in	in	ADP
crl-16603	100	29	the	the	DET
crl-16603	100	30	code	code	NOUN
crl-16603	100	31	of	of	ADP
crl-16603	100	32	ethics	ethic	NOUN
crl-16603	100	33	):	):	PUNCT
crl-16603	100	34	ii	ii	NOUN
crl-16603	100	35	.	.	PUNCT
crl-16603	101	1	we	we	PRON
crl-16603	101	2	uphold	uphold	VERB
crl-16603	101	3	the	the	DET
crl-16603	101	4	principles	principle	NOUN
crl-16603	101	5	of	of	ADP
crl-16603	101	6	intellectual	intellectual	ADJ
crl-16603	101	7	freedom	freedom	NOUN
crl-16603	101	8	and	and	CCONJ
crl-16603	101	9	resist	resist	VERB
crl-16603	101	10	all	all	DET
crl-16603	101	11	efforts	effort	NOUN
crl-16603	101	12	to	to	PART
crl-16603	101	13	censor	censor	VERB
crl-16603	101	14	library	library	ADJ
crl-16603	101	15	resources	resource	NOUN
crl-16603	101	16	.	.	PUNCT
crl-16603	102	1	iii	iii	X
crl-16603	102	2	.	.	PUNCT
crl-16603	103	1	we	we	PRON
crl-16603	103	2	protect	protect	VERB
crl-16603	103	3	each	each	DET
crl-16603	103	4	library	library	NOUN
crl-16603	103	5	user	user	NOUN
crl-16603	103	6	’s	’s	PART
crl-16603	103	7	right	right	NOUN
crl-16603	103	8	to	to	ADP
crl-16603	103	9	privacy	privacy	NOUN
crl-16603	103	10	and	and	CCONJ
crl-16603	103	11	confidentiality	confidentiality	NOUN
crl-16603	103	12	with	with	ADP
crl-16603	103	13	respect	respect	NOUN
crl-16603	103	14	to	to	ADP
crl-16603	103	15	information	information	NOUN
crl-16603	103	16	sought	seek	VERB
crl-16603	103	17	or	or	CCONJ
crl-16603	103	18	received	receive	VERB
crl-16603	103	19	and	and	CCONJ
crl-16603	103	20	resources	resource	NOUN
crl-16603	103	21	consulted	consult	VERB
crl-16603	103	22	,	,	PUNCT
crl-16603	103	23	borrowed	borrow	VERB
crl-16603	103	24	,	,	PUNCT
crl-16603	103	25	acquired	acquire	VERB
crl-16603	103	26	or	or	CCONJ
crl-16603	103	27	transmitted	transmit	VERB
crl-16603	103	28	.	.	PUNCT
crl-16603	104	1	iv	iv	X
crl-16603	104	2	.	.	PUNCT
crl-16603	105	1	we	we	PRON
crl-16603	105	2	respect	respect	VERB
crl-16603	105	3	intellectual	intellectual	ADJ
crl-16603	105	4	property	property	NOUN
crl-16603	105	5	rights	right	NOUN
crl-16603	105	6	and	and	CCONJ
crl-16603	105	7	advocate	advocate	ADJ
crl-16603	105	8	balance	balance	NOUN
crl-16603	105	9	between	between	ADP
crl-16603	105	10	the	the	DET
crl-16603	105	11	interests	interest	NOUN
crl-16603	105	12	of	of	ADP
crl-16603	105	13	information	information	NOUN
crl-16603	105	14	users	user	NOUN
crl-16603	105	15	and	and	CCONJ
crl-16603	105	16	rights	right	NOUN
crl-16603	105	17	holders	holder	NOUN
crl-16603	105	18	.	.	PUNCT
crl-16603	106	1	we	we	PRON
crl-16603	106	2	take	take	VERB
crl-16603	106	3	each	each	DET
crl-16603	106	4	ethical	ethical	ADJ
crl-16603	106	5	conflict	conflict	NOUN
crl-16603	106	6	in	in	ADP
crl-16603	106	7	turn	turn	NOUN
crl-16603	106	8	below	below	ADV
crl-16603	106	9	in	in	ADP
crl-16603	106	10	relationship	relationship	NOUN
crl-16603	106	11	to	to	ADP
crl-16603	106	12	actual	actual	ADJ
crl-16603	106	13	and	and	CCONJ
crl-16603	106	14	reasonable	reasonable	ADJ
crl-16603	106	15	hypothetical	hypothetical	ADJ
crl-16603	106	16	practices	practice	NOUN
crl-16603	106	17	.	.	PUNCT
crl-16603	107	1	ethical	ethical	ADJ
crl-16603	107	2	frictions	friction	NOUN
crl-16603	107	3	with	with	ADP
crl-16603	107	4	learning	learn	VERB
crl-16603	107	5	analytics	analytic	NOUN
crl-16603	107	6	intellectual	intellectual	ADJ
crl-16603	107	7	freedom	freedom	NOUN
crl-16603	107	8	and	and	CCONJ
crl-16603	107	9	censorship	censorship	NOUN
crl-16603	107	10	modern	modern	ADJ
crl-16603	107	11	academic	academic	ADJ
crl-16603	107	12	librarianship	librarianship	NOUN
crl-16603	107	13	staunchly	staunchly	ADV
crl-16603	107	14	advocates	advocate	VERB
crl-16603	107	15	for	for	ADP
crl-16603	107	16	intellectual	intellectual	ADJ
crl-16603	107	17	freedom	freedom	NOUN
crl-16603	107	18	,	,	PUNCT
crl-16603	107	19	defined	define	VERB
crl-16603	107	20	as	as	ADP
crl-16603	107	21	“	"	PUNCT
crl-16603	107	22	the	the	DET
crl-16603	107	23	right	right	NOUN
crl-16603	107	24	of	of	ADP
crl-16603	107	25	every	every	DET
crl-16603	107	26	individual	individual	NOUN
crl-16603	107	27	to	to	AUX
crl-16603	107	28	both	both	CCONJ
crl-16603	107	29	seek	seek	VERB
crl-16603	107	30	and	and	CCONJ
crl-16603	107	31	receive	receive	VERB
crl-16603	107	32	information	information	NOUN
crl-16603	107	33	from	from	ADP
crl-16603	107	34	all	all	DET
crl-16603	107	35	points	point	NOUN
crl-16603	107	36	of	of	ADP
crl-16603	107	37	view	view	NOUN
crl-16603	107	38	without	without	ADP
crl-16603	107	39	restriction	restriction	NOUN
crl-16603	107	40	[	[	X
crl-16603	107	41	that	that	PRON
crl-16603	107	42	is	be	AUX
crl-16603	107	43	to	to	PART
crl-16603	107	44	say	say	VERB
crl-16603	107	45	,	,	PUNCT
crl-16603	107	46	censorship].”87	censorship].”87	PROPN
crl-16603	107	47	this	this	DET
crl-16603	107	48	focus	focus	NOUN
crl-16603	107	49	on	on	ADP
crl-16603	107	50	receiving	receive	VERB
crl-16603	107	51	information	information	NOUN
crl-16603	107	52	,	,	PUNCT
crl-16603	107	53	however	however	ADV
crl-16603	107	54	,	,	PUNCT
crl-16603	107	55	is	be	AUX
crl-16603	107	56	only	only	ADV
crl-16603	107	57	one	one	NUM
crl-16603	107	58	aspect	aspect	NOUN
crl-16603	107	59	of	of	ADP
crl-16603	107	60	intellectual	intellectual	ADJ
crl-16603	107	61	freedom	freedom	NOUN
crl-16603	107	62	.	.	PUNCT
crl-16603	108	1	dresang	dresang	PROPN
crl-16603	108	2	adds	add	VERB
crl-16603	108	3	that	that	SCONJ
crl-16603	108	4	intellectual	intellectual	ADJ
crl-16603	108	5	freedom	freedom	NOUN
crl-16603	108	6	requires	require	VERB
crl-16603	108	7	particular	particular	ADJ
crl-16603	108	8	conditions	condition	NOUN
crl-16603	108	9	that	that	PRON
crl-16603	108	10	do	do	AUX
crl-16603	108	11	not	not	PART
crl-16603	108	12	restrict	restrict	VERB
crl-16603	108	13	thoughts	thought	NOUN
crl-16603	108	14	,	,	PUNCT
crl-16603	108	15	beliefs	belief	NOUN
crl-16603	108	16	,	,	PUNCT
crl-16603	108	17	and	and	CCONJ
crl-16603	108	18	association	association	NOUN
crl-16603	108	19	with	with	ADP
crl-16603	108	20	others.88	others.88	PROPN
crl-16603	108	21	and	and	CCONJ
crl-16603	108	22	johnson	johnson	PROPN
crl-16603	108	23	contends	contend	VERB
crl-16603	108	24	that	that	SCONJ
crl-16603	108	25	intellectual	intellectual	ADJ
crl-16603	108	26	freedom	freedom	NOUN
crl-16603	108	27	also	also	ADV
crl-16603	108	28	enables	enable	VERB
crl-16603	108	29	an	an	DET
crl-16603	108	30	individual	individual	NOUN
crl-16603	108	31	to	to	PART
crl-16603	108	32	create	create	VERB
crl-16603	108	33	information	information	NOUN
crl-16603	108	34	,	,	PUNCT
crl-16603	108	35	not	not	PART
crl-16603	108	36	just	just	ADV
crl-16603	108	37	consume	consume	AUX
crl-16603	108	38	it.89	it.89	PROPN
crl-16603	108	39	summarized	summarize	VERB
crl-16603	108	40	,	,	PUNCT
crl-16603	108	41	intellectual	intellectual	ADJ
crl-16603	108	42	freedom	freedom	NOUN
crl-16603	108	43	concerns	concern	NOUN
crl-16603	108	44	which	which	PRON
crl-16603	108	45	information	information	NOUN
crl-16603	108	46	one	one	PRON
crl-16603	108	47	can	can	AUX
crl-16603	108	48	access	access	VERB
crl-16603	108	49	,	,	PUNCT
crl-16603	108	50	how	how	SCONJ
crl-16603	108	51	one	one	PRON
crl-16603	108	52	engages	engage	VERB
crl-16603	108	53	with	with	ADP
crl-16603	108	54	that	that	DET
crl-16603	108	55	information	information	NOUN
crl-16603	108	56	in	in	ADP
crl-16603	108	57	association	association	NOUN
crl-16603	108	58	with	with	ADP
crl-16603	108	59	others	other	NOUN
crl-16603	108	60	,	,	PUNCT
crl-16603	108	61	and	and	CCONJ
crl-16603	108	62	the	the	DET
crl-16603	108	63	degree	degree	NOUN
crl-16603	108	64	to	to	PART
crl-16603	108	65	which	which	PRON
crl-16603	108	66	one	one	PRON
crl-16603	108	67	may	may	AUX
crl-16603	108	68	create	create	VERB
crl-16603	108	69	new	new	ADJ
crl-16603	108	70	information	information	NOUN
crl-16603	108	71	.	.	PUNCT
crl-16603	109	1	la	la	PROPN
crl-16603	109	2	compromises	compromise	VERB
crl-16603	109	3	intellectual	intellectual	ADJ
crl-16603	109	4	freedom	freedom	NOUN
crl-16603	109	5	when	when	SCONJ
crl-16603	109	6	institutional	institutional	ADJ
crl-16603	109	7	actors	actor	NOUN
crl-16603	109	8	,	,	PUNCT
crl-16603	109	9	system	system	NOUN
crl-16603	109	10	designers	designer	NOUN
crl-16603	109	11	,	,	PUNCT
crl-16603	109	12	and	and	CCONJ
crl-16603	109	13	algorithms	algorithm	NOUN
crl-16603	109	14	limit	limit	VERB
crl-16603	109	15	opportunities	opportunity	NOUN
crl-16603	109	16	to	to	PART
crl-16603	109	17	engage	engage	VERB
crl-16603	109	18	in	in	ADP
crl-16603	109	19	the	the	DET
crl-16603	109	20	creation	creation	NOUN
crl-16603	109	21	and	and	CCONJ
crl-16603	109	22	consumption	consumption	NOUN
crl-16603	109	23	of	of	ADP
crl-16603	109	24	intellectual	intellectual	ADJ
crl-16603	109	25	materials	material	NOUN
crl-16603	109	26	.	.	PUNCT
crl-16603	110	1	so	so	ADV
crl-16603	110	2	-	-	PUNCT
crl-16603	110	3	called	call	VERB
crl-16603	110	4	“	"	PUNCT
crl-16603	110	5	nudging	nudging	NOUN
crl-16603	110	6	”	"	PUNCT
crl-16603	110	7	techniques	technique	NOUN
crl-16603	110	8	direct	direct	ADJ
crl-16603	110	9	students	student	NOUN
crl-16603	110	10	toward	toward	ADP
crl-16603	110	11	particular	particular	ADJ
crl-16603	110	12	learning	learning	NOUN
crl-16603	110	13	resources	resource	NOUN
crl-16603	110	14	or	or	CCONJ
crl-16603	110	15	to	to	PART
crl-16603	110	16	change	change	VERB
crl-16603	110	17	their	their	PRON
crl-16603	110	18	behaviors.90	behaviors.90	ADV
crl-16603	110	19	what	what	PRON
crl-16603	110	20	connects	connect	VERB
crl-16603	110	21	nudging	nudge	VERB
crl-16603	110	22	in	in	ADP
crl-16603	110	23	learning	learn	VERB
crl-16603	110	24	environments	environment	NOUN
crl-16603	110	25	to	to	ADP
crl-16603	110	26	intellectual	intellectual	ADJ
crl-16603	110	27	freedom	freedom	NOUN
crl-16603	110	28	concerns	concern	NOUN
crl-16603	110	29	is	be	AUX
crl-16603	110	30	the	the	DET
crl-16603	110	31	ability	ability	NOUN
crl-16603	110	32	of	of	ADP
crl-16603	110	33	an	an	DET
crl-16603	110	34	instructor	instructor	NOUN
crl-16603	110	35	to	to	PART
crl-16603	110	36	assess	assess	VERB
crl-16603	110	37	and	and	CCONJ
crl-16603	110	38	penalize	penalize	VERB
crl-16603	110	39	students	student	NOUN
crl-16603	110	40	for	for	ADP
crl-16603	110	41	not	not	PART
crl-16603	110	42	responding	respond	VERB
crl-16603	110	43	to	to	ADP
crl-16603	110	44	the	the	DET
crl-16603	110	45	nudge	nudge	NOUN
crl-16603	110	46	.	.	PUNCT
crl-16603	111	1	subsequently	subsequently	ADV
crl-16603	111	2	,	,	PUNCT
crl-16603	111	3	the	the	DET
crl-16603	111	4	student	student	NOUN
crl-16603	111	5	may	may	AUX
crl-16603	111	6	decide	decide	VERB
crl-16603	111	7	always	always	ADV
crl-16603	111	8	and	and	CCONJ
crl-16603	111	9	only	only	ADV
crl-16603	111	10	to	to	PART
crl-16603	111	11	pursue	pursue	VERB
crl-16603	111	12	materials	material	NOUN
crl-16603	111	13	suggested	suggest	VERB
crl-16603	111	14	by	by	ADP
crl-16603	111	15	la	la	PROPN
crl-16603	111	16	systems	system	NOUN
crl-16603	111	17	,	,	PUNCT
crl-16603	111	18	replacing	replace	VERB
crl-16603	111	19	personal	personal	ADJ
crl-16603	111	20	intellectual	intellectual	ADJ
crl-16603	111	21	values	value	NOUN
crl-16603	111	22	with	with	ADP
crl-16603	111	23	those	those	PRON
crl-16603	111	24	pushed	push	VERB
crl-16603	111	25	by	by	ADP
crl-16603	111	26	his	his	PRON
crl-16603	111	27	or	or	CCONJ
crl-16603	111	28	her	her	PRON
crl-16603	111	29	institution.91	institution.91	NOUN
crl-16603	111	30	312	312	NUM
crl-16603	111	31	college	college	PROPN
crl-16603	111	32	&	&	CCONJ
crl-16603	111	33	research	research	PROPN
crl-16603	111	34	libraries	library	NOUN
crl-16603	111	35	april	april	PROPN
crl-16603	111	36	2018	2018	NUM
crl-16603	111	37	consider	consider	VERB
crl-16603	111	38	the	the	DET
crl-16603	111	39	following	follow	VERB
crl-16603	111	40	example	example	NOUN
crl-16603	111	41	.	.	PUNCT
crl-16603	112	1	professor	professor	NOUN
crl-16603	112	2	gutierrez	gutierrez	PROPN
crl-16603	112	3	uses	use	VERB
crl-16603	112	4	la	la	PROPN
crl-16603	112	5	to	to	PART
crl-16603	112	6	track	track	VERB
crl-16603	112	7	his	his	PRON
crl-16603	112	8	students	student	NOUN
crl-16603	112	9	’	’	PART
crl-16603	112	10	interactions	interaction	NOUN
crl-16603	112	11	with	with	ADP
crl-16603	112	12	library	library	ADJ
crl-16603	112	13	resources	resource	NOUN
crl-16603	112	14	.	.	PUNCT
crl-16603	113	1	he	he	PRON
crl-16603	113	2	uses	use	VERB
crl-16603	113	3	the	the	DET
crl-16603	113	4	system	system	NOUN
crl-16603	113	5	’s	’s	PART
crl-16603	113	6	features	feature	NOUN
crl-16603	113	7	to	to	PART
crl-16603	113	8	nudge	nudge	VERB
crl-16603	113	9	students	student	NOUN
crl-16603	113	10	away	away	ADV
crl-16603	113	11	from	from	ADP
crl-16603	113	12	and	and	CCONJ
crl-16603	113	13	to	to	ADP
crl-16603	113	14	other	other	ADJ
crl-16603	113	15	resources	resource	NOUN
crl-16603	113	16	he	he	PRON
crl-16603	113	17	believes	believe	VERB
crl-16603	113	18	are	be	AUX
crl-16603	113	19	trustworthy	trustworthy	ADJ
crl-16603	113	20	and	and	CCONJ
crl-16603	113	21	valuable	valuable	ADJ
crl-16603	113	22	for	for	ADP
crl-16603	113	23	student	student	NOUN
crl-16603	113	24	learning	learning	NOUN
crl-16603	113	25	.	.	PUNCT
crl-16603	114	1	surely	surely	ADV
crl-16603	114	2	,	,	PUNCT
crl-16603	114	3	the	the	DET
crl-16603	114	4	professor	professor	NOUN
crl-16603	114	5	has	have	VERB
crl-16603	114	6	an	an	DET
crl-16603	114	7	instructional	instructional	ADJ
crl-16603	114	8	responsibility	responsibility	NOUN
crl-16603	114	9	to	to	PART
crl-16603	114	10	lead	lead	VERB
crl-16603	114	11	students	student	NOUN
crl-16603	114	12	to	to	PART
crl-16603	114	13	engage	engage	VERB
crl-16603	114	14	with	with	ADP
crl-16603	114	15	materials	material	NOUN
crl-16603	114	16	that	that	PRON
crl-16603	114	17	will	will	AUX
crl-16603	114	18	yield	yield	VERB
crl-16603	114	19	positive	positive	ADJ
crl-16603	114	20	learning	learning	NOUN
crl-16603	114	21	outcomes	outcome	NOUN
crl-16603	114	22	and	and	CCONJ
crl-16603	114	23	experiences	experience	NOUN
crl-16603	114	24	.	.	PUNCT
crl-16603	115	1	yet	yet	ADV
crl-16603	115	2	,	,	PUNCT
crl-16603	115	3	it	it	PRON
crl-16603	115	4	is	be	AUX
crl-16603	115	5	just	just	ADV
crl-16603	115	6	as	as	ADV
crl-16603	115	7	plausible	plausible	ADJ
crl-16603	115	8	that	that	SCONJ
crl-16603	115	9	the	the	DET
crl-16603	115	10	professor	professor	NOUN
crl-16603	115	11	could	could	AUX
crl-16603	115	12	“	"	PUNCT
crl-16603	115	13	whitelist	whitelist	VERB
crl-16603	115	14	”	"	PUNCT
crl-16603	115	15	some	some	DET
crl-16603	115	16	texts	text	NOUN
crl-16603	115	17	and	and	CCONJ
crl-16603	115	18	“	"	PUNCT
crl-16603	115	19	blacklist	blacklist	NOUN
crl-16603	115	20	”	"	PUNCT
crl-16603	115	21	others	other	NOUN
crl-16603	115	22	based	base	VERB
crl-16603	115	23	on	on	ADP
crl-16603	115	24	personal	personal	ADJ
crl-16603	115	25	preference	preference	NOUN
crl-16603	115	26	or	or	CCONJ
crl-16603	115	27	political	political	ADJ
crl-16603	115	28	persuasion	persuasion	NOUN
crl-16603	115	29	—	—	PUNCT
crl-16603	115	30	not	not	PART
crl-16603	115	31	instructional	instructional	ADJ
crl-16603	115	32	merit	merit	NOUN
crl-16603	115	33	—	—	PUNCT
crl-16603	115	34	using	use	VERB
crl-16603	115	35	la	la	NOUN
crl-16603	115	36	to	to	PART
crl-16603	115	37	nudge	nudge	VERB
crl-16603	115	38	students	student	NOUN
crl-16603	115	39	away	away	ADV
crl-16603	115	40	from	from	ADP
crl-16603	115	41	these	these	DET
crl-16603	115	42	texts	text	NOUN
crl-16603	115	43	.	.	PUNCT
crl-16603	116	1	students	student	NOUN
crl-16603	116	2	would	would	AUX
crl-16603	116	3	not	not	PART
crl-16603	116	4	be	be	AUX
crl-16603	116	5	provided	provide	VERB
crl-16603	116	6	the	the	DET
crl-16603	116	7	opportunity	opportunity	NOUN
crl-16603	116	8	to	to	PART
crl-16603	116	9	engage	engage	VERB
crl-16603	116	10	with	with	ADP
crl-16603	116	11	these	these	DET
crl-16603	116	12	materials	material	NOUN
crl-16603	116	13	,	,	PUNCT
crl-16603	116	14	or	or	CCONJ
crl-16603	116	15	professor	professor	NOUN
crl-16603	116	16	gutierrez	gutierrez	PROPN
crl-16603	116	17	could	could	AUX
crl-16603	116	18	penalize	penalize	VERB
crl-16603	116	19	them	they	PRON
crl-16603	116	20	for	for	ADP
crl-16603	116	21	doing	do	VERB
crl-16603	116	22	so	so	ADV
crl-16603	116	23	once	once	SCONJ
crl-16603	116	24	the	the	DET
crl-16603	116	25	system	system	NOUN
crl-16603	116	26	alerts	alert	VERB
crl-16603	116	27	him	he	PRON
crl-16603	116	28	of	of	ADP
crl-16603	116	29	his	his	PRON
crl-16603	116	30	students	student	NOUN
crl-16603	116	31	’	'	PUNCT
crl-16603	116	32	behaviors	behavior	NOUN
crl-16603	116	33	.	.	PUNCT
crl-16603	117	1	either	either	DET
crl-16603	117	2	way	way	NOUN
crl-16603	117	3	,	,	PUNCT
crl-16603	117	4	tracking	track	VERB
crl-16603	117	5	and	and	CCONJ
crl-16603	117	6	nudging	nudging	NOUN
crl-16603	117	7	supported	support	VERB
crl-16603	117	8	by	by	ADP
crl-16603	117	9	la	la	ADJ
crl-16603	117	10	limits	limit	NOUN
crl-16603	117	11	the	the	DET
crl-16603	117	12	degree	degree	NOUN
crl-16603	117	13	to	to	PART
crl-16603	117	14	which	which	PRON
crl-16603	117	15	his	his	PRON
crl-16603	117	16	students	student	NOUN
crl-16603	117	17	can	can	AUX
crl-16603	117	18	pursue	pursue	VERB
crl-16603	117	19	intellectual	intellectual	ADJ
crl-16603	117	20	materials	material	NOUN
crl-16603	117	21	according	accord	VERB
crl-16603	117	22	to	to	ADP
crl-16603	117	23	their	their	PRON
crl-16603	117	24	own	own	ADJ
crl-16603	117	25	interests	interest	NOUN
crl-16603	117	26	.	.	PUNCT
crl-16603	118	1	third	third	ADJ
crl-16603	118	2	-	-	PUNCT
crl-16603	118	3	party	party	NOUN
crl-16603	118	4	learning	learn	VERB
crl-16603	118	5	environments	environment	NOUN
crl-16603	118	6	that	that	PRON
crl-16603	118	7	track	track	VERB
crl-16603	118	8	student	student	NOUN
crl-16603	118	9	behaviors	behavior	NOUN
crl-16603	118	10	also	also	ADV
crl-16603	118	11	present	present	VERB
crl-16603	118	12	intellectual	intellectual	ADJ
crl-16603	118	13	freedom	freedom	NOUN
crl-16603	118	14	issues	issue	NOUN
crl-16603	118	15	.	.	PUNCT
crl-16603	119	1	educational	educational	ADJ
crl-16603	119	2	platforms	platform	NOUN
crl-16603	119	3	that	that	PRON
crl-16603	119	4	provide	provide	VERB
crl-16603	119	5	students	student	NOUN
crl-16603	119	6	access	access	NOUN
crl-16603	119	7	to	to	ADP
crl-16603	119	8	packaged	package	VERB
crl-16603	119	9	articles	article	NOUN
crl-16603	119	10	,	,	PUNCT
crl-16603	119	11	e	e	NOUN
crl-16603	119	12	-	-	NOUN
crl-16603	119	13	books	book	NOUN
crl-16603	119	14	,	,	PUNCT
crl-16603	119	15	and	and	CCONJ
crl-16603	119	16	other	other	ADJ
crl-16603	119	17	resources	resource	NOUN
crl-16603	119	18	via	via	ADP
crl-16603	119	19	library	library	ADJ
crl-16603	119	20	-	-	PUNCT
crl-16603	119	21	vendor	vendor	NOUN
crl-16603	119	22	relationships	relationship	NOUN
crl-16603	119	23	may	may	AUX
crl-16603	119	24	suppress	suppress	VERB
crl-16603	119	25	access	access	NOUN
crl-16603	119	26	to	to	ADP
crl-16603	119	27	specific	specific	ADJ
crl-16603	119	28	materials	material	NOUN
crl-16603	119	29	to	to	PART
crl-16603	119	30	promote	promote	VERB
crl-16603	119	31	their	their	PRON
crl-16603	119	32	contractual	contractual	ADJ
crl-16603	119	33	goods	good	NOUN
crl-16603	119	34	.	.	PUNCT
crl-16603	120	1	in	in	ADP
crl-16603	120	2	this	this	DET
crl-16603	120	3	case	case	NOUN
crl-16603	120	4	,	,	PUNCT
crl-16603	120	5	students	student	NOUN
crl-16603	120	6	have	have	VERB
crl-16603	120	7	less	less	ADJ
crl-16603	120	8	intellectual	intellectual	ADJ
crl-16603	120	9	freedom	freedom	NOUN
crl-16603	120	10	in	in	ADP
crl-16603	120	11	that	that	PRON
crl-16603	120	12	surveilling	surveille	VERB
crl-16603	120	13	actors	actor	NOUN
crl-16603	120	14	and	and	CCONJ
crl-16603	120	15	systems	system	NOUN
crl-16603	120	16	can	can	AUX
crl-16603	120	17	carefully	carefully	ADV
crl-16603	120	18	craft	craft	VERB
crl-16603	120	19	via	via	ADP
crl-16603	120	20	rewards	reward	NOUN
crl-16603	120	21	,	,	PUNCT
crl-16603	120	22	disciplinary	disciplinary	ADJ
crl-16603	120	23	processes	process	NOUN
crl-16603	120	24	,	,	PUNCT
crl-16603	120	25	and	and	CCONJ
crl-16603	120	26	censorship	censorship	NOUN
crl-16603	120	27	practices	practice	VERB
crl-16603	120	28	the	the	DET
crl-16603	120	29	environment	environment	NOUN
crl-16603	120	30	and	and	CCONJ
crl-16603	120	31	the	the	DET
crl-16603	120	32	materials	material	NOUN
crl-16603	120	33	students	student	NOUN
crl-16603	120	34	encounter	encounter	VERB
crl-16603	120	35	;	;	PUNCT
crl-16603	120	36	in	in	ADP
crl-16603	120	37	so	so	ADV
crl-16603	120	38	doing	do	VERB
crl-16603	120	39	,	,	PUNCT
crl-16603	120	40	they	they	PRON
crl-16603	120	41	limit	limit	VERB
crl-16603	120	42	a	a	DET
crl-16603	120	43	student	student	NOUN
crl-16603	120	44	’s	’s	PART
crl-16603	120	45	opportunity	opportunity	NOUN
crl-16603	120	46	to	to	PART
crl-16603	120	47	“	"	PUNCT
crl-16603	120	48	seek	seek	VERB
crl-16603	120	49	and	and	CCONJ
crl-16603	120	50	receive	receive	VERB
crl-16603	120	51	”	"	PUNCT
crl-16603	120	52	information	information	NOUN
crl-16603	120	53	.	.	PUNCT
crl-16603	121	1	when	when	SCONJ
crl-16603	121	2	students	student	NOUN
crl-16603	121	3	depart	depart	VERB
crl-16603	121	4	their	their	PRON
crl-16603	121	5	institutions	institution	NOUN
crl-16603	121	6	and	and	CCONJ
crl-16603	121	7	lose	lose	VERB
crl-16603	121	8	access	access	NOUN
crl-16603	121	9	to	to	ADP
crl-16603	121	10	vendor	vendor	NOUN
crl-16603	121	11	-	-	PUNCT
crl-16603	121	12	controlled	control	VERB
crl-16603	121	13	walled	walled	ADJ
crl-16603	121	14	gardens	garden	NOUN
crl-16603	121	15	,	,	PUNCT
crl-16603	121	16	they	they	PRON
crl-16603	121	17	are	be	AUX
crl-16603	121	18	liable	liable	ADJ
crl-16603	121	19	not	not	PART
crl-16603	121	20	to	to	PART
crl-16603	121	21	know	know	VERB
crl-16603	121	22	how	how	SCONJ
crl-16603	121	23	to	to	PART
crl-16603	121	24	seek	seek	VERB
crl-16603	121	25	appropriate	appropriate	ADJ
crl-16603	121	26	information	information	NOUN
crl-16603	121	27	elsewhere	elsewhere	ADV
crl-16603	121	28	.	.	PUNCT
crl-16603	122	1	ethical	ethical	ADJ
crl-16603	122	2	concerns	concern	NOUN
crl-16603	122	3	also	also	ADV
crl-16603	122	4	arise	arise	VERB
crl-16603	122	5	around	around	ADP
crl-16603	122	6	tracking	track	VERB
crl-16603	122	7	student	student	NOUN
crl-16603	122	8	social	social	ADJ
crl-16603	122	9	networks	network	NOUN
crl-16603	122	10	within	within	ADP
crl-16603	122	11	and	and	CCONJ
crl-16603	122	12	outside	outside	ADP
crl-16603	122	13	lmss	lmss	NOUN
crl-16603	122	14	.	.	PUNCT
crl-16603	123	1	desire2learn	desire2learn	VERB
crl-16603	123	2	,	,	PUNCT
crl-16603	123	3	a	a	DET
crl-16603	123	4	commonly	commonly	ADV
crl-16603	123	5	used	use	VERB
crl-16603	123	6	lms	lm	NOUN
crl-16603	123	7	,	,	PUNCT
crl-16603	123	8	can	can	AUX
crl-16603	123	9	map	map	VERB
crl-16603	123	10	social	social	ADJ
crl-16603	123	11	networks	network	NOUN
crl-16603	123	12	as	as	SCONJ
crl-16603	123	13	they	they	PRON
crl-16603	123	14	develop	develop	VERB
crl-16603	123	15	in	in	ADP
crl-16603	123	16	course	course	NOUN
crl-16603	123	17	sites	site	NOUN
crl-16603	123	18	to	to	PART
crl-16603	123	19	provide	provide	VERB
crl-16603	123	20	instructors	instructor	NOUN
crl-16603	123	21	insights	insight	NOUN
crl-16603	123	22	into	into	ADP
crl-16603	123	23	who	who	PRON
crl-16603	123	24	is	be	AUX
crl-16603	123	25	communicating	communicate	VERB
crl-16603	123	26	with	with	ADP
crl-16603	123	27	whom	whom	PRON
crl-16603	123	28	,	,	PUNCT
crl-16603	123	29	when	when	SCONJ
crl-16603	123	30	,	,	PUNCT
crl-16603	123	31	and	and	CCONJ
crl-16603	123	32	how	how	SCONJ
crl-16603	123	33	often	often	ADV
crl-16603	123	34	.	.	PUNCT
crl-16603	124	1	instructors	instructor	NOUN
crl-16603	124	2	and	and	CCONJ
crl-16603	124	3	advisors	advisor	NOUN
crl-16603	124	4	could	could	AUX
crl-16603	124	5	use	use	VERB
crl-16603	124	6	such	such	ADJ
crl-16603	124	7	maps	map	NOUN
crl-16603	124	8	to	to	PART
crl-16603	124	9	route	route	VERB
crl-16603	124	10	students	student	NOUN
crl-16603	124	11	to	to	PART
crl-16603	124	12	communicate	communicate	VERB
crl-16603	124	13	with	with	ADP
crl-16603	124	14	particular	particular	ADJ
crl-16603	124	15	peers	peer	NOUN
crl-16603	124	16	.	.	PUNCT
crl-16603	125	1	while	while	SCONJ
crl-16603	125	2	it	it	PRON
crl-16603	125	3	may	may	AUX
crl-16603	125	4	be	be	AUX
crl-16603	125	5	beneficial	beneficial	ADJ
crl-16603	125	6	to	to	PART
crl-16603	125	7	redirect	redirect	VERB
crl-16603	125	8	student	student	NOUN
crl-16603	125	9	communications	communication	NOUN
crl-16603	125	10	to	to	PART
crl-16603	125	11	include	include	VERB
crl-16603	125	12	students	student	NOUN
crl-16603	125	13	on	on	ADP
crl-16603	125	14	the	the	DET
crl-16603	125	15	fringes	fringe	NOUN
crl-16603	125	16	of	of	ADP
crl-16603	125	17	the	the	DET
crl-16603	125	18	network	network	NOUN
crl-16603	125	19	or	or	CCONJ
crl-16603	125	20	even	even	ADV
crl-16603	125	21	match	match	VERB
crl-16603	125	22	students	student	NOUN
crl-16603	125	23	who	who	PRON
crl-16603	125	24	have	have	AUX
crl-16603	125	25	not	not	PART
crl-16603	125	26	connected	connect	VERB
crl-16603	125	27	,	,	PUNCT
crl-16603	125	28	individuals	individual	NOUN
crl-16603	125	29	may	may	AUX
crl-16603	125	30	just	just	ADV
crl-16603	125	31	as	as	ADV
crl-16603	125	32	easily	easily	ADV
crl-16603	125	33	manipulate	manipulate	VERB
crl-16603	125	34	the	the	DET
crl-16603	125	35	network	network	NOUN
crl-16603	125	36	and	and	CCONJ
crl-16603	125	37	do	do	VERB
crl-16603	125	38	harm	harm	NOUN
crl-16603	125	39	.	.	PUNCT
crl-16603	126	1	for	for	ADP
crl-16603	126	2	instance	instance	NOUN
crl-16603	126	3	,	,	PUNCT
crl-16603	126	4	instructors	instructor	NOUN
crl-16603	126	5	may	may	AUX
crl-16603	126	6	direct	direct	VERB
crl-16603	126	7	students	student	NOUN
crl-16603	126	8	away	away	ADV
crl-16603	126	9	from	from	ADP
crl-16603	126	10	peers	peer	NOUN
crl-16603	126	11	that	that	SCONJ
crl-16603	126	12	present	present	ADJ
crl-16603	126	13	opinions	opinion	NOUN
crl-16603	126	14	in	in	ADP
crl-16603	126	15	opposition	opposition	NOUN
crl-16603	126	16	to	to	ADP
crl-16603	126	17	their	their	PRON
crl-16603	126	18	own	own	ADJ
crl-16603	126	19	,	,	PUNCT
crl-16603	126	20	or	or	CCONJ
crl-16603	126	21	individuals	individual	NOUN
crl-16603	126	22	they	they	PRON
crl-16603	126	23	deem	deem	VERB
crl-16603	126	24	trouble	trouble	NOUN
crl-16603	126	25	students	student	NOUN
crl-16603	126	26	.	.	PUNCT
crl-16603	127	1	research	research	NOUN
crl-16603	127	2	has	have	AUX
crl-16603	127	3	uncovered	uncover	VERB
crl-16603	127	4	how	how	SCONJ
crl-16603	127	5	institutions	institution	NOUN
crl-16603	127	6	are	be	AUX
crl-16603	127	7	already	already	ADV
crl-16603	127	8	correlating	correlate	VERB
crl-16603	127	9	student	student	NOUN
crl-16603	127	10	presence	presence	NOUN
crl-16603	127	11	in	in	ADP
crl-16603	127	12	campus	campus	NOUN
crl-16603	127	13	physical	physical	ADJ
crl-16603	127	14	spaces	space	NOUN
crl-16603	127	15	such	such	ADJ
crl-16603	127	16	as	as	ADP
crl-16603	127	17	libraries	library	NOUN
crl-16603	127	18	via	via	ADP
crl-16603	127	19	wifi	wifi	NOUN
crl-16603	127	20	access	access	NOUN
crl-16603	127	21	logs.92	logs.92	NOUN
crl-16603	127	22	using	use	VERB
crl-16603	127	23	such	such	ADJ
crl-16603	127	24	analytics	analytic	NOUN
crl-16603	127	25	to	to	PART
crl-16603	127	26	try	try	VERB
crl-16603	127	27	to	to	PART
crl-16603	127	28	direct	direct	VERB
crl-16603	127	29	student	student	NOUN
crl-16603	127	30	relationships	relationship	NOUN
crl-16603	127	31	(	(	PUNCT
crl-16603	127	32	for	for	ADP
crl-16603	127	33	instance	instance	NOUN
crl-16603	127	34	,	,	PUNCT
crl-16603	127	35	to	to	PART
crl-16603	127	36	nudge	nudge	VERB
crl-16603	127	37	students	student	NOUN
crl-16603	127	38	to	to	PART
crl-16603	127	39	interact	interact	VERB
crl-16603	127	40	with	with	ADP
crl-16603	127	41	higher	higher	ADV
crl-16603	127	42	-	-	PUNCT
crl-16603	127	43	achieving	achieve	VERB
crl-16603	127	44	peers	peer	NOUN
crl-16603	127	45	)	)	PUNCT
crl-16603	127	46	would	would	AUX
crl-16603	127	47	be	be	AUX
crl-16603	127	48	egregious	egregious	ADJ
crl-16603	127	49	,	,	PUNCT
crl-16603	127	50	but	but	CCONJ
crl-16603	127	51	institutions	institution	NOUN
crl-16603	127	52	might	might	AUX
crl-16603	127	53	believe	believe	VERB
crl-16603	127	54	this	this	DET
crl-16603	127	55	surveillance	surveillance	NOUN
crl-16603	127	56	-	-	PUNCT
crl-16603	127	57	based	base	VERB
crl-16603	127	58	practice	practice	NOUN
crl-16603	127	59	may	may	AUX
crl-16603	127	60	bolster	bolster	VERB
crl-16603	127	61	student	student	NOUN
crl-16603	127	62	achievement	achievement	NOUN
crl-16603	127	63	.	.	PUNCT
crl-16603	128	1	associated	associate	VERB
crl-16603	128	2	intellectual	intellectual	ADJ
crl-16603	128	3	freedom	freedom	NOUN
crl-16603	128	4	issues	issue	NOUN
crl-16603	128	5	are	be	AUX
crl-16603	128	6	less	less	ADJ
crl-16603	128	7	about	about	ADP
crl-16603	128	8	the	the	DET
crl-16603	128	9	liberty	liberty	NOUN
crl-16603	128	10	to	to	PART
crl-16603	128	11	interact	interact	VERB
crl-16603	128	12	with	with	ADP
crl-16603	128	13	and	and	CCONJ
crl-16603	128	14	consume	consume	VERB
crl-16603	128	15	materials	material	NOUN
crl-16603	128	16	,	,	PUNCT
crl-16603	128	17	and	and	CCONJ
crl-16603	128	18	more	more	ADJ
crl-16603	128	19	about	about	ADP
crl-16603	128	20	the	the	DET
crl-16603	128	21	social	social	ADJ
crl-16603	128	22	conditions	condition	NOUN
crl-16603	128	23	necessary	necessary	ADJ
crl-16603	128	24	to	to	PART
crl-16603	128	25	exchange	exchange	VERB
crl-16603	128	26	ideas	idea	NOUN
crl-16603	128	27	freely	freely	ADV
crl-16603	128	28	among	among	ADP
crl-16603	128	29	peers	peer	NOUN
crl-16603	128	30	.	.	PUNCT
crl-16603	129	1	when	when	SCONJ
crl-16603	129	2	institutions	institution	NOUN
crl-16603	129	3	use	use	VERB
crl-16603	129	4	social	social	ADJ
crl-16603	129	5	network	network	NOUN
crl-16603	129	6	data	datum	NOUN
crl-16603	129	7	to	to	PART
crl-16603	129	8	manipulate	manipulate	VERB
crl-16603	129	9	interactions	interaction	NOUN
crl-16603	129	10	in	in	ADP
crl-16603	129	11	academic	academic	ADJ
crl-16603	129	12	spaces	space	NOUN
crl-16603	129	13	,	,	PUNCT
crl-16603	129	14	they	they	PRON
crl-16603	129	15	damage	damage	VERB
crl-16603	129	16	the	the	DET
crl-16603	129	17	free	free	ADJ
crl-16603	129	18	and	and	CCONJ
crl-16603	129	19	organic	organic	ADJ
crl-16603	129	20	exchange	exchange	NOUN
crl-16603	129	21	of	of	ADP
crl-16603	129	22	ideas	idea	NOUN
crl-16603	129	23	.	.	PUNCT
crl-16603	130	1	privacy	privacy	NOUN
crl-16603	130	2	and	and	CCONJ
crl-16603	130	3	confidentiality	confidentiality	NOUN
crl-16603	130	4	la	la	PRON
crl-16603	130	5	naturally	naturally	ADV
crl-16603	130	6	invokes	invoke	VERB
crl-16603	130	7	privacy	privacy	NOUN
crl-16603	130	8	issues	issue	NOUN
crl-16603	130	9	and	and	CCONJ
crl-16603	130	10	concerns	concern	NOUN
crl-16603	130	11	about	about	ADP
crl-16603	130	12	confidentiality	confidentiality	NOUN
crl-16603	130	13	of	of	ADP
crl-16603	130	14	personal	personal	ADJ
crl-16603	130	15	information	information	NOUN
crl-16603	130	16	.	.	PUNCT
crl-16603	131	1	student	student	NOUN
crl-16603	131	2	use	use	NOUN
crl-16603	131	3	of	of	ADP
crl-16603	131	4	materials	material	NOUN
crl-16603	131	5	(	(	PUNCT
crl-16603	131	6	such	such	ADJ
crl-16603	131	7	as	as	ADP
crl-16603	131	8	books	book	NOUN
crl-16603	131	9	,	,	PUNCT
crl-16603	131	10	articles	article	NOUN
crl-16603	131	11	,	,	PUNCT
crl-16603	131	12	and	and	CCONJ
crl-16603	131	13	other	other	ADJ
crl-16603	131	14	materials	material	NOUN
crl-16603	131	15	)	)	PUNCT
crl-16603	131	16	may	may	AUX
crl-16603	131	17	be	be	AUX
crl-16603	131	18	recorded	record	VERB
crl-16603	131	19	,	,	PUNCT
crl-16603	131	20	analyzed	analyze	VERB
crl-16603	131	21	,	,	PUNCT
crl-16603	131	22	shared	share	VERB
crl-16603	131	23	with	with	ADP
crl-16603	131	24	a	a	DET
crl-16603	131	25	variety	variety	NOUN
crl-16603	131	26	of	of	ADP
crl-16603	131	27	actors	actor	NOUN
crl-16603	131	28	,	,	PUNCT
crl-16603	131	29	and	and	CCONJ
crl-16603	131	30	used	use	VERB
crl-16603	131	31	to	to	PART
crl-16603	131	32	intervene	intervene	VERB
crl-16603	131	33	in	in	ADP
crl-16603	131	34	student	student	NOUN
crl-16603	131	35	learning	learning	NOUN
crl-16603	131	36	and	and	CCONJ
crl-16603	131	37	life	life	NOUN
crl-16603	131	38	choices	choice	NOUN
crl-16603	131	39	.	.	PUNCT
crl-16603	132	1	these	these	DET
crl-16603	132	2	practices	practice	NOUN
crl-16603	132	3	in	in	ADP
crl-16603	132	4	turn	turn	NOUN
crl-16603	132	5	damage	damage	NOUN
crl-16603	132	6	intellectual	intellectual	ADJ
crl-16603	132	7	freedom	freedom	NOUN
crl-16603	132	8	.	.	PUNCT
crl-16603	133	1	while	while	SCONJ
crl-16603	133	2	not	not	PART
crl-16603	133	3	explicitly	explicitly	ADV
crl-16603	133	4	developed	develop	VERB
crl-16603	133	5	in	in	ADP
crl-16603	133	6	the	the	DET
crl-16603	133	7	code	code	NOUN
crl-16603	133	8	of	of	ADP
crl-16603	133	9	ethics	ethic	NOUN
crl-16603	133	10	,	,	PUNCT
crl-16603	133	11	the	the	DET
crl-16603	133	12	concern	concern	NOUN
crl-16603	133	13	over	over	ADP
crl-16603	133	14	intellectual	intellectual	ADJ
crl-16603	133	15	freedom	freedom	NOUN
crl-16603	133	16	and	and	CCONJ
crl-16603	133	17	user	user	NOUN
crl-16603	133	18	privacy	privacy	NOUN
crl-16603	133	19	and	and	CCONJ
crl-16603	133	20	confidentiality	confidentiality	NOUN
crl-16603	133	21	refers	refer	VERB
crl-16603	133	22	to	to	ADP
crl-16603	133	23	theories	theory	NOUN
crl-16603	133	24	of	of	ADP
crl-16603	133	25	“	"	PUNCT
crl-16603	133	26	intellectual	intellectual	ADJ
crl-16603	133	27	privacy	privacy	NOUN
crl-16603	133	28	”	"	PUNCT
crl-16603	133	29	developed	develop	VERB
crl-16603	133	30	by	by	ADP
crl-16603	133	31	richards.93	richards.93	PROPN
crl-16603	133	32	intellectual	intellectual	PROPN
crl-16603	133	33	privacy	privacy	NOUN
crl-16603	133	34	is	be	AUX
crl-16603	133	35	the	the	DET
crl-16603	133	36	protected	protect	VERB
crl-16603	133	37	sphere	sphere	NOUN
crl-16603	133	38	in	in	ADP
crl-16603	133	39	which	which	PRON
crl-16603	133	40	we	we	PRON
crl-16603	133	41	can	can	AUX
crl-16603	133	42	cognitively	cognitively	ADV
crl-16603	133	43	function	function	VERB
crl-16603	133	44	and	and	CCONJ
crl-16603	133	45	safely	safely	ADV
crl-16603	133	46	develop	develop	VERB
crl-16603	133	47	speech	speech	NOUN
crl-16603	133	48	without	without	ADP
crl-16603	133	49	intrusion	intrusion	NOUN
crl-16603	133	50	.	.	PUNCT
crl-16603	134	1	learning	learn	VERB
crl-16603	134	2	analytics	analytic	NOUN
crl-16603	134	3	and	and	CCONJ
crl-16603	134	4	the	the	DET
crl-16603	134	5	academic	academic	ADJ
crl-16603	134	6	library	library	NOUN
crl-16603	134	7	313	313	NUM
crl-16603	134	8	librarians	librarian	NOUN
crl-16603	134	9	commonly	commonly	ADV
crl-16603	134	10	help	help	VERB
crl-16603	134	11	instructors	instructor	NOUN
crl-16603	134	12	develop	develop	VERB
crl-16603	134	13	lms	lm	NOUN
crl-16603	134	14	-	-	PUNCT
crl-16603	134	15	hosted	host	VERB
crl-16603	134	16	courses	course	NOUN
crl-16603	134	17	by	by	ADP
crl-16603	134	18	embedding	embed	VERB
crl-16603	134	19	resources	resource	NOUN
crl-16603	134	20	—	—	PUNCT
crl-16603	134	21	articles	article	NOUN
crl-16603	134	22	,	,	PUNCT
crl-16603	134	23	links	link	NOUN
crl-16603	134	24	,	,	PUNCT
crl-16603	134	25	and	and	CCONJ
crl-16603	134	26	the	the	DET
crl-16603	134	27	like	like	ADJ
crl-16603	134	28	—	—	PUNCT
crl-16603	134	29	for	for	SCONJ
crl-16603	134	30	students	student	NOUN
crl-16603	134	31	to	to	PART
crl-16603	134	32	access	access	VERB
crl-16603	134	33	.	.	PUNCT
crl-16603	135	1	this	this	DET
crl-16603	135	2	service	service	NOUN
crl-16603	135	3	was	be	AUX
crl-16603	135	4	benign	benign	ADJ
crl-16603	135	5	and	and	CCONJ
crl-16603	135	6	welcome	welcome	ADJ
crl-16603	135	7	in	in	ADP
crl-16603	135	8	the	the	DET
crl-16603	135	9	past	past	NOUN
crl-16603	135	10	.	.	PUNCT
crl-16603	136	1	today	today	NOUN
crl-16603	136	2	,	,	PUNCT
crl-16603	136	3	however	however	ADV
crl-16603	136	4	,	,	PUNCT
crl-16603	136	5	la	la	PRON
crl-16603	136	6	technology	technology	NOUN
crl-16603	136	7	tracks	track	NOUN
crl-16603	136	8	when	when	SCONJ
crl-16603	136	9	students	student	NOUN
crl-16603	136	10	click	click	VERB
crl-16603	136	11	on	on	ADP
crl-16603	136	12	resources	resource	NOUN
crl-16603	136	13	linked	link	VERB
crl-16603	136	14	from	from	ADP
crl-16603	136	15	or	or	CCONJ
crl-16603	136	16	embedded	embed	VERB
crl-16603	136	17	within	within	ADP
crl-16603	136	18	course	course	NOUN
crl-16603	136	19	sites	site	NOUN
crl-16603	136	20	,	,	PUNCT
crl-16603	136	21	as	as	ADV
crl-16603	136	22	well	well	ADV
crl-16603	136	23	as	as	ADP
crl-16603	136	24	how	how	SCONJ
crl-16603	136	25	long	long	ADJ
crl-16603	136	26	students	student	NOUN
crl-16603	136	27	read	read	VERB
crl-16603	136	28	(	(	PUNCT
crl-16603	136	29	that	that	PRON
crl-16603	136	30	is	be	AUX
crl-16603	136	31	to	to	PART
crl-16603	136	32	say	say	VERB
crl-16603	136	33	,	,	PUNCT
crl-16603	136	34	view	view	NOUN
crl-16603	136	35	)	)	PUNCT
crl-16603	136	36	the	the	DET
crl-16603	136	37	resource	resource	NOUN
crl-16603	136	38	,	,	PUNCT
crl-16603	136	39	which	which	PRON
crl-16603	136	40	enables	enable	VERB
crl-16603	136	41	actors	actor	NOUN
crl-16603	136	42	with	with	ADP
crl-16603	136	43	the	the	DET
crl-16603	136	44	right	right	ADJ
crl-16603	136	45	privileges	privilege	NOUN
crl-16603	136	46	to	to	PART
crl-16603	136	47	keep	keep	VERB
crl-16603	136	48	a	a	DET
crl-16603	136	49	detailed	detailed	ADJ
crl-16603	136	50	audit	audit	NOUN
crl-16603	136	51	of	of	ADP
crl-16603	136	52	these	these	DET
crl-16603	136	53	activities	activity	NOUN
crl-16603	136	54	and	and	CCONJ
crl-16603	136	55	,	,	PUNCT
crl-16603	136	56	consequently	consequently	ADV
crl-16603	136	57	,	,	PUNCT
crl-16603	136	58	judge	judge	NOUN
crl-16603	136	59	students	student	NOUN
crl-16603	136	60	’	'	PUNCT
crl-16603	136	61	behaviors	behavior	NOUN
crl-16603	136	62	.	.	PUNCT
crl-16603	137	1	la	la	PRON
crl-16603	137	2	data	datum	NOUN
crl-16603	137	3	are	be	AUX
crl-16603	137	4	often	often	ADV
crl-16603	137	5	inaccurate	inaccurate	ADJ
crl-16603	137	6	because	because	SCONJ
crl-16603	137	7	they	they	PRON
crl-16603	137	8	can	can	AUX
crl-16603	137	9	not	not	PART
crl-16603	137	10	discern	discern	VERB
crl-16603	137	11	when	when	SCONJ
crl-16603	137	12	students	student	NOUN
crl-16603	137	13	are	be	AUX
crl-16603	137	14	actively	actively	ADV
crl-16603	137	15	reading	read	VERB
crl-16603	137	16	and	and	CCONJ
crl-16603	137	17	interacting	interact	VERB
crl-16603	137	18	with	with	ADP
crl-16603	137	19	a	a	DET
crl-16603	137	20	resource	resource	NOUN
crl-16603	137	21	based	base	VERB
crl-16603	137	22	on	on	ADP
crl-16603	137	23	clickstream	clickstream	NOUN
crl-16603	137	24	data	datum	NOUN
crl-16603	137	25	alone	alone	ADV
crl-16603	137	26	.	.	PUNCT
crl-16603	138	1	it	it	PRON
crl-16603	138	2	may	may	AUX
crl-16603	138	3	be	be	AUX
crl-16603	138	4	that	that	SCONJ
crl-16603	138	5	students	student	NOUN
crl-16603	138	6	open	open	VERB
crl-16603	138	7	a	a	DET
crl-16603	138	8	pdf	pdf	NOUN
crl-16603	138	9	in	in	ADP
crl-16603	138	10	the	the	DET
crl-16603	138	11	lms	lm	NOUN
crl-16603	138	12	only	only	ADV
crl-16603	138	13	to	to	PART
crl-16603	138	14	walk	walk	VERB
crl-16603	138	15	away	away	ADV
crl-16603	138	16	to	to	PART
crl-16603	138	17	socialize	socialize	VERB
crl-16603	138	18	with	with	ADP
crl-16603	138	19	peers	peer	NOUN
crl-16603	138	20	in	in	ADP
crl-16603	138	21	the	the	DET
crl-16603	138	22	hall	hall	NOUN
crl-16603	138	23	of	of	ADP
crl-16603	138	24	their	their	PRON
crl-16603	138	25	dormitory	dormitory	NOUN
crl-16603	138	26	or	or	CCONJ
crl-16603	138	27	purchase	purchase	VERB
crl-16603	138	28	a	a	DET
crl-16603	138	29	cup	cup	NOUN
crl-16603	138	30	of	of	ADP
crl-16603	138	31	coffee	coffee	NOUN
crl-16603	138	32	;	;	PUNCT
crl-16603	138	33	alternately	alternately	ADV
crl-16603	138	34	,	,	PUNCT
crl-16603	138	35	students	student	NOUN
crl-16603	138	36	could	could	AUX
crl-16603	138	37	simply	simply	ADV
crl-16603	138	38	print	print	VERB
crl-16603	138	39	off	off	ADP
crl-16603	138	40	the	the	DET
crl-16603	138	41	pdf	pdf	NOUN
crl-16603	138	42	.	.	PUNCT
crl-16603	139	1	furthermore	furthermore	ADV
crl-16603	139	2	,	,	PUNCT
crl-16603	139	3	it	it	PRON
crl-16603	139	4	could	could	AUX
crl-16603	139	5	also	also	ADV
crl-16603	139	6	be	be	AUX
crl-16603	139	7	that	that	SCONJ
crl-16603	139	8	students	student	NOUN
crl-16603	139	9	track	track	VERB
crl-16603	139	10	down	down	ADP
crl-16603	139	11	the	the	DET
crl-16603	139	12	reading	reading	NOUN
crl-16603	139	13	using	use	VERB
crl-16603	139	14	a	a	DET
crl-16603	139	15	citation	citation	NOUN
crl-16603	139	16	instead	instead	ADV
crl-16603	139	17	of	of	ADP
crl-16603	139	18	clicking	click	VERB
crl-16603	139	19	through	through	ADP
crl-16603	139	20	to	to	ADP
crl-16603	139	21	the	the	DET
crl-16603	139	22	reading	reading	NOUN
crl-16603	139	23	in	in	ADP
crl-16603	139	24	the	the	DET
crl-16603	139	25	lms	lm	NOUN
crl-16603	139	26	.	.	PUNCT
crl-16603	140	1	any	any	PRON
crl-16603	140	2	of	of	ADP
crl-16603	140	3	these	these	DET
crl-16603	140	4	three	three	NUM
crl-16603	140	5	situations	situation	NOUN
crl-16603	140	6	would	would	AUX
crl-16603	140	7	incorrectly	incorrectly	ADV
crl-16603	140	8	calculate	calculate	VERB
crl-16603	140	9	student	student	NOUN
crl-16603	140	10	engagement	engagement	NOUN
crl-16603	140	11	scores	score	NOUN
crl-16603	140	12	.	.	PUNCT
crl-16603	141	1	as	as	SCONJ
crl-16603	141	2	la	la	X
crl-16603	141	3	matures	mature	NOUN
crl-16603	141	4	and	and	CCONJ
crl-16603	141	5	the	the	DET
crl-16603	141	6	technology	technology	NOUN
crl-16603	141	7	moves	move	VERB
crl-16603	141	8	away	away	ADV
crl-16603	141	9	from	from	ADP
crl-16603	141	10	clickstream	clickstream	PROPN
crl-16603	141	11	data	datum	NOUN
crl-16603	141	12	,	,	PUNCT
crl-16603	141	13	it	it	PRON
crl-16603	141	14	could	could	AUX
crl-16603	141	15	get	get	VERB
crl-16603	141	16	more	more	ADV
crl-16603	141	17	accurate	accurate	ADJ
crl-16603	141	18	engagement	engagement	NOUN
crl-16603	141	19	data	datum	NOUN
crl-16603	141	20	by	by	ADP
crl-16603	141	21	capturing	capture	VERB
crl-16603	141	22	mouse	mouse	NOUN
crl-16603	141	23	movements	movement	NOUN
crl-16603	141	24	or	or	CCONJ
crl-16603	141	25	eye	eye	NOUN
crl-16603	141	26	movements	movement	NOUN
crl-16603	141	27	via	via	ADP
crl-16603	141	28	computer	computer	NOUN
crl-16603	141	29	cameras	camera	NOUN
crl-16603	141	30	.	.	PUNCT
crl-16603	142	1	we	we	PRON
crl-16603	142	2	have	have	AUX
crl-16603	142	3	seen	see	VERB
crl-16603	142	4	in	in	ADP
crl-16603	142	5	our	our	PRON
crl-16603	142	6	own	own	ADJ
crl-16603	142	7	experience	experience	NOUN
crl-16603	142	8	how	how	SCONJ
crl-16603	142	9	instructors	instructor	NOUN
crl-16603	142	10	are	be	AUX
crl-16603	142	11	increasingly	increasingly	ADV
crl-16603	142	12	relying	rely	VERB
crl-16603	142	13	on	on	ADP
crl-16603	142	14	these	these	DET
crl-16603	142	15	inadequate	inadequate	ADJ
crl-16603	142	16	data	datum	NOUN
crl-16603	142	17	as	as	ADP
crl-16603	142	18	proxies	proxy	NOUN
crl-16603	142	19	for	for	ADP
crl-16603	142	20	attendance	attendance	NOUN
crl-16603	142	21	and	and	CCONJ
crl-16603	142	22	to	to	PART
crl-16603	142	23	assess	assess	VERB
crl-16603	142	24	student	student	NOUN
crl-16603	142	25	engagement	engagement	NOUN
crl-16603	142	26	,	,	PUNCT
crl-16603	142	27	which	which	PRON
crl-16603	142	28	aligns	align	VERB
crl-16603	142	29	with	with	ADP
crl-16603	142	30	insights	insight	NOUN
crl-16603	142	31	from	from	ADP
crl-16603	142	32	kruse	kruse	NOUN
crl-16603	142	33	and	and	CCONJ
crl-16603	142	34	pongsajapan.94	pongsajapan.94	NOUN
crl-16603	142	35	besides	besides	SCONJ
crl-16603	142	36	being	be	AUX
crl-16603	142	37	unfairly	unfairly	ADV
crl-16603	142	38	graded	grade	VERB
crl-16603	142	39	,	,	PUNCT
crl-16603	142	40	the	the	DET
crl-16603	142	41	harm	harm	NOUN
crl-16603	142	42	for	for	ADP
crl-16603	142	43	students	student	NOUN
crl-16603	142	44	is	be	AUX
crl-16603	142	45	that	that	SCONJ
crl-16603	142	46	they	they	PRON
crl-16603	142	47	may	may	AUX
crl-16603	142	48	shift	shift	VERB
crl-16603	142	49	the	the	DET
crl-16603	142	50	intellectual	intellectual	ADJ
crl-16603	142	51	resources	resource	NOUN
crl-16603	142	52	they	they	PRON
crl-16603	142	53	pursue	pursue	VERB
crl-16603	142	54	toward	toward	ADP
crl-16603	142	55	those	those	PRON
crl-16603	142	56	included	include	VERB
crl-16603	142	57	in	in	ADP
crl-16603	142	58	the	the	DET
crl-16603	142	59	surveillance	surveillance	NOUN
crl-16603	142	60	net	net	NOUN
crl-16603	142	61	and	and	CCONJ
crl-16603	142	62	used	use	VERB
crl-16603	142	63	to	to	PART
crl-16603	142	64	grade	grade	VERB
crl-16603	142	65	their	their	PRON
crl-16603	142	66	progress	progress	NOUN
crl-16603	142	67	,	,	PUNCT
crl-16603	142	68	eliminating	eliminate	VERB
crl-16603	142	69	other	other	ADJ
crl-16603	142	70	options	option	NOUN
crl-16603	142	71	.	.	PUNCT
crl-16603	143	1	moreover	moreover	ADV
crl-16603	143	2	,	,	PUNCT
crl-16603	143	3	they	they	PRON
crl-16603	143	4	may	may	AUX
crl-16603	143	5	look	look	VERB
crl-16603	143	6	upon	upon	SCONJ
crl-16603	143	7	their	their	PRON
crl-16603	143	8	instructors	instructor	NOUN
crl-16603	143	9	,	,	PUNCT
crl-16603	143	10	librarians	librarian	NOUN
crl-16603	143	11	,	,	PUNCT
crl-16603	143	12	and	and	CCONJ
crl-16603	143	13	others	other	NOUN
crl-16603	143	14	with	with	ADP
crl-16603	143	15	access	access	NOUN
crl-16603	143	16	to	to	ADP
crl-16603	143	17	their	their	PRON
crl-16603	143	18	data	datum	NOUN
crl-16603	143	19	with	with	ADP
crl-16603	143	20	“	"	PUNCT
crl-16603	143	21	coded	code	VERB
crl-16603	143	22	suspicion,”95	suspicion,”95	ADV
crl-16603	143	23	which	which	PRON
crl-16603	143	24	can	can	AUX
crl-16603	143	25	lead	lead	VERB
crl-16603	143	26	to	to	ADP
crl-16603	143	27	distrustful	distrustful	ADJ
crl-16603	143	28	relationships	relationship	NOUN
crl-16603	143	29	and	and	CCONJ
crl-16603	143	30	negatively	negatively	ADV
crl-16603	143	31	impact	impact	VERB
crl-16603	143	32	“	"	PUNCT
crl-16603	143	33	intellectual	intellectual	ADJ
crl-16603	143	34	risk	risk	NOUN
crl-16603	143	35	-	-	PUNCT
crl-16603	143	36	taking	taking	NOUN
crl-16603	143	37	.	.	PUNCT
crl-16603	144	1	”96	”96	PROPN
crl-16603	144	2	uow	uow	PROPN
crl-16603	144	3	’s	’s	PART
crl-16603	144	4	library	library	NOUN
crl-16603	144	5	cube	cube	PROPN
crl-16603	144	6	analytics	analytic	NOUN
crl-16603	144	7	project	project	NOUN
crl-16603	144	8	tracked	track	VERB
crl-16603	144	9	student	student	NOUN
crl-16603	144	10	use	use	NOUN
crl-16603	144	11	of	of	ADP
crl-16603	144	12	library	library	ADJ
crl-16603	144	13	resources	resource	NOUN
crl-16603	144	14	,	,	PUNCT
crl-16603	144	15	noting	note	VERB
crl-16603	144	16	how	how	SCONJ
crl-16603	144	17	usage	usage	NOUN
crl-16603	144	18	of	of	ADP
crl-16603	144	19	library	library	ADJ
crl-16603	144	20	sources	source	NOUN
crl-16603	144	21	immediately	immediately	ADV
crl-16603	144	22	increased	increase	VERB
crl-16603	144	23	when	when	SCONJ
crl-16603	144	24	instructors	instructor	NOUN
crl-16603	144	25	informed	inform	VERB
crl-16603	144	26	students	student	NOUN
crl-16603	144	27	that	that	SCONJ
crl-16603	144	28	their	their	PRON
crl-16603	144	29	usage	usage	NOUN
crl-16603	144	30	was	be	AUX
crl-16603	144	31	low	low	ADJ
crl-16603	144	32	.	.	PUNCT
crl-16603	145	1	uptake	uptake	ADJ
crl-16603	145	2	responding	respond	VERB
crl-16603	145	3	to	to	ADP
crl-16603	145	4	an	an	DET
crl-16603	145	5	intervention	intervention	NOUN
crl-16603	145	6	may	may	AUX
crl-16603	145	7	seem	seem	VERB
crl-16603	145	8	to	to	PART
crl-16603	145	9	be	be	AUX
crl-16603	145	10	a	a	DET
crl-16603	145	11	benefit	benefit	NOUN
crl-16603	145	12	of	of	ADP
crl-16603	145	13	library	library	NOUN
crl-16603	145	14	la	la	NOUN
crl-16603	145	15	projects	project	NOUN
crl-16603	145	16	,	,	PUNCT
crl-16603	145	17	but	but	CCONJ
crl-16603	145	18	this	this	DET
crl-16603	145	19	finding	finding	NOUN
crl-16603	145	20	does	do	AUX
crl-16603	145	21	not	not	PART
crl-16603	145	22	consider	consider	VERB
crl-16603	145	23	potential	potential	ADJ
crl-16603	145	24	adverse	adverse	ADJ
crl-16603	145	25	psychosocial	psychosocial	ADJ
crl-16603	145	26	effects	effect	NOUN
crl-16603	145	27	.	.	PUNCT
crl-16603	146	1	without	without	ADP
crl-16603	146	2	empirical	empirical	ADJ
crl-16603	146	3	data	datum	NOUN
crl-16603	146	4	to	to	PART
crl-16603	146	5	say	say	VERB
crl-16603	146	6	otherwise	otherwise	ADV
crl-16603	146	7	,	,	PUNCT
crl-16603	146	8	it	it	PRON
crl-16603	146	9	is	be	AUX
crl-16603	146	10	just	just	ADV
crl-16603	146	11	as	as	ADV
crl-16603	146	12	plausible	plausible	ADJ
crl-16603	146	13	that	that	SCONJ
crl-16603	146	14	students	student	NOUN
crl-16603	146	15	responded	respond	VERB
crl-16603	146	16	with	with	ADP
crl-16603	146	17	fear	fear	NOUN
crl-16603	146	18	that	that	SCONJ
crl-16603	146	19	what	what	PRON
crl-16603	146	20	they	they	PRON
crl-16603	146	21	thought	think	VERB
crl-16603	146	22	to	to	PART
crl-16603	146	23	be	be	AUX
crl-16603	146	24	personal	personal	ADJ
crl-16603	146	25	,	,	PUNCT
crl-16603	146	26	private	private	ADJ
crl-16603	146	27	information	information	NOUN
crl-16603	146	28	(	(	PUNCT
crl-16603	146	29	that	that	PRON
crl-16603	146	30	is	is	ADV
crl-16603	146	31	,	,	PUNCT
crl-16603	146	32	which	which	DET
crl-16603	146	33	resources	resource	NOUN
crl-16603	146	34	they	they	PRON
crl-16603	146	35	accessed	access	VERB
crl-16603	146	36	)	)	PUNCT
crl-16603	146	37	would	would	AUX
crl-16603	146	38	be	be	AUX
crl-16603	146	39	used	use	VERB
crl-16603	146	40	to	to	ADP
crl-16603	146	41	their	their	PRON
crl-16603	146	42	disadvantage	disadvantage	NOUN
crl-16603	146	43	.	.	PUNCT
crl-16603	147	1	in	in	ADP
crl-16603	147	2	response	response	NOUN
crl-16603	147	3	,	,	PUNCT
crl-16603	147	4	they	they	PRON
crl-16603	147	5	increased	increase	VERB
crl-16603	147	6	their	their	PRON
crl-16603	147	7	library	library	ADJ
crl-16603	147	8	usage	usage	NOUN
crl-16603	147	9	to	to	PART
crl-16603	147	10	regain	regain	VERB
crl-16603	147	11	favor	favor	NOUN
crl-16603	147	12	with	with	ADP
crl-16603	147	13	their	their	PRON
crl-16603	147	14	instructor	instructor	NOUN
crl-16603	147	15	,	,	PUNCT
crl-16603	147	16	but	but	CCONJ
crl-16603	147	17	not	not	PART
crl-16603	147	18	because	because	SCONJ
crl-16603	147	19	they	they	PRON
crl-16603	147	20	believed	believe	VERB
crl-16603	147	21	it	it	PRON
crl-16603	147	22	would	would	AUX
crl-16603	147	23	intellectually	intellectually	ADV
crl-16603	147	24	benefit	benefit	VERB
crl-16603	147	25	them	they	PRON
crl-16603	147	26	.	.	PUNCT
crl-16603	148	1	it	it	PRON
crl-16603	148	2	is	be	AUX
crl-16603	148	3	equally	equally	ADV
crl-16603	148	4	disconcerting	disconcerting	ADJ
crl-16603	148	5	that	that	SCONJ
crl-16603	148	6	some	some	DET
crl-16603	148	7	students	student	NOUN
crl-16603	148	8	may	may	AUX
crl-16603	148	9	come	come	VERB
crl-16603	148	10	to	to	PART
crl-16603	148	11	believe	believe	VERB
crl-16603	148	12	there	there	PRON
crl-16603	148	13	is	be	VERB
crl-16603	148	14	some	some	DET
crl-16603	148	15	“	"	PUNCT
crl-16603	148	16	correct	correct	ADJ
crl-16603	148	17	”	"	PUNCT
crl-16603	148	18	threshold	threshold	NOUN
crl-16603	148	19	of	of	ADP
crl-16603	148	20	library	library	ADJ
crl-16603	148	21	usage	usage	NOUN
crl-16603	148	22	or	or	CCONJ
crl-16603	148	23	“	"	PUNCT
crl-16603	148	24	right	right	ADJ
crl-16603	148	25	”	"	PUNCT
crl-16603	148	26	materials	material	NOUN
crl-16603	148	27	they	they	PRON
crl-16603	148	28	should	should	AUX
crl-16603	148	29	access	access	VERB
crl-16603	148	30	.	.	PUNCT
crl-16603	149	1	we	we	PRON
crl-16603	149	2	expect	expect	VERB
crl-16603	149	3	these	these	DET
crl-16603	149	4	initiatives	initiative	NOUN
crl-16603	149	5	to	to	PART
crl-16603	149	6	increase	increase	VERB
crl-16603	149	7	library	library	ADJ
crl-16603	149	8	anxiety	anxiety	NOUN
crl-16603	149	9	and	and	CCONJ
crl-16603	149	10	decrease	decrease	VERB
crl-16603	149	11	trust	trust	NOUN
crl-16603	149	12	toward	toward	ADP
crl-16603	149	13	librarians	librarian	NOUN
crl-16603	149	14	among	among	ADP
crl-16603	149	15	students	student	NOUN
crl-16603	149	16	,	,	PUNCT
crl-16603	149	17	especially	especially	ADV
crl-16603	149	18	urban	urban	ADJ
crl-16603	149	19	students	student	NOUN
crl-16603	149	20	of	of	ADP
crl-16603	149	21	color	color	NOUN
crl-16603	149	22	who	who	PRON
crl-16603	149	23	have	have	AUX
crl-16603	149	24	historically	historically	ADV
crl-16603	149	25	been	be	AUX
crl-16603	149	26	the	the	DET
crl-16603	149	27	target	target	NOUN
crl-16603	149	28	of	of	ADP
crl-16603	149	29	school	school	NOUN
crl-16603	149	30	surveillance.97	surveillance.97	NOUN
crl-16603	149	31	students	student	NOUN
crl-16603	149	32	may	may	AUX
crl-16603	149	33	chill	chill	VERB
crl-16603	149	34	their	their	PRON
crl-16603	149	35	intellectual	intellectual	ADJ
crl-16603	149	36	behaviors	behavior	NOUN
crl-16603	149	37	due	due	ADP
crl-16603	149	38	to	to	ADP
crl-16603	149	39	privacy	privacy	NOUN
crl-16603	149	40	invasion	invasion	NOUN
crl-16603	149	41	from	from	ADP
crl-16603	149	42	librarians	librarian	NOUN
crl-16603	149	43	participating	participate	VERB
crl-16603	149	44	in	in	ADP
crl-16603	149	45	la	la	PROPN
crl-16603	149	46	.	.	PUNCT
crl-16603	150	1	we	we	PRON
crl-16603	150	2	should	should	AUX
crl-16603	150	3	be	be	AUX
crl-16603	150	4	concerned	concern	VERB
crl-16603	150	5	not	not	PART
crl-16603	150	6	only	only	ADV
crl-16603	150	7	about	about	ADP
crl-16603	150	8	how	how	SCONJ
crl-16603	150	9	this	this	PRON
crl-16603	150	10	negatively	negatively	ADV
crl-16603	150	11	impacts	impact	VERB
crl-16603	150	12	individual	individual	ADJ
crl-16603	150	13	student	student	NOUN
crl-16603	150	14	lives	live	VERB
crl-16603	150	15	,	,	PUNCT
crl-16603	150	16	but	but	CCONJ
crl-16603	150	17	also	also	ADV
crl-16603	150	18	how	how	SCONJ
crl-16603	150	19	chilling	chilling	ADJ
crl-16603	150	20	can	can	AUX
crl-16603	150	21	impact	impact	VERB
crl-16603	150	22	campus	campus	NOUN
crl-16603	150	23	and	and	CCONJ
crl-16603	150	24	classroom	classroom	NOUN
crl-16603	150	25	communities	community	NOUN
crl-16603	150	26	.	.	PUNCT
crl-16603	151	1	chilling	chill	VERB
crl-16603	151	2	brought	bring	VERB
crl-16603	151	3	about	about	ADP
crl-16603	151	4	by	by	ADP
crl-16603	151	5	la	la	PRON
crl-16603	151	6	can	can	AUX
crl-16603	151	7	harm	harm	VERB
crl-16603	151	8	the	the	DET
crl-16603	151	9	sharing	sharing	NOUN
crl-16603	151	10	of	of	ADP
crl-16603	151	11	viewpoints	viewpoint	NOUN
crl-16603	151	12	and	and	CCONJ
crl-16603	151	13	decrease	decrease	VERB
crl-16603	151	14	pushing	push	VERB
crl-16603	151	15	intellectual	intellectual	ADJ
crl-16603	151	16	boundaries	boundary	NOUN
crl-16603	151	17	,	,	PUNCT
crl-16603	151	18	both	both	PRON
crl-16603	151	19	of	of	ADP
crl-16603	151	20	which	which	PRON
crl-16603	151	21	often	often	ADV
crl-16603	151	22	require	require	VERB
crl-16603	151	23	learner	learner	NOUN
crl-16603	151	24	communities	community	NOUN
crl-16603	151	25	to	to	PART
crl-16603	151	26	engage	engage	VERB
crl-16603	151	27	in	in	ADP
crl-16603	151	28	free	free	ADJ
crl-16603	151	29	,	,	PUNCT
crl-16603	151	30	unrestricted	unrestricted	ADJ
crl-16603	151	31	speech	speech	NOUN
crl-16603	151	32	and	and	CCONJ
crl-16603	151	33	inquiry.98	inquiry.98	VERB
crl-16603	151	34	intellectual	intellectual	ADJ
crl-16603	151	35	property	property	NOUN
crl-16603	151	36	rights	right	NOUN
crl-16603	151	37	the	the	DET
crl-16603	151	38	nascent	nascent	ADJ
crl-16603	151	39	value	value	NOUN
crl-16603	151	40	that	that	PRON
crl-16603	151	41	la	la	PROPN
crl-16603	151	42	attaches	attach	VERB
crl-16603	151	43	to	to	PART
crl-16603	151	44	student	student	NOUN
crl-16603	151	45	data	datum	NOUN
crl-16603	151	46	could	could	AUX
crl-16603	151	47	significantly	significantly	ADV
crl-16603	151	48	affect	affect	VERB
crl-16603	151	49	intellectual	intellectual	ADJ
crl-16603	151	50	property	property	NOUN
crl-16603	151	51	(	(	PUNCT
crl-16603	151	52	ip	ip	NOUN
crl-16603	151	53	)	)	PUNCT
crl-16603	151	54	negotiations	negotiation	NOUN
crl-16603	151	55	between	between	ADP
crl-16603	151	56	digital	digital	ADJ
crl-16603	151	57	content	content	NOUN
crl-16603	151	58	vendors	vendor	NOUN
crl-16603	151	59	and	and	CCONJ
crl-16603	151	60	heis	heis	NOUN
crl-16603	151	61	.	.	PUNCT
crl-16603	152	1	these	these	DET
crl-16603	152	2	ip	ip	PRON
crl-16603	152	3	concerns	concern	NOUN
crl-16603	152	4	interact	interact	VERB
crl-16603	152	5	with	with	ADP
crl-16603	152	6	digital	digital	ADJ
crl-16603	152	7	rights	right	NOUN
crl-16603	152	8	management	management	NOUN
crl-16603	152	9	(	(	PUNCT
crl-16603	152	10	drm	drm	PROPN
crl-16603	152	11	)	)	PUNCT
crl-16603	152	12	requirements	requirement	NOUN
crl-16603	152	13	(	(	PUNCT
crl-16603	152	14	such	such	ADJ
crl-16603	152	15	as	as	ADP
crl-16603	152	16	protecting	protect	VERB
crl-16603	152	17	copyrights	copyright	NOUN
crl-16603	152	18	)	)	PUNCT
crl-16603	152	19	attached	attach	VERB
crl-16603	152	20	to	to	ADP
crl-16603	152	21	library	library	NOUN
crl-16603	152	22	-	-	PUNCT
crl-16603	152	23	vendor	vendor	NOUN
crl-16603	152	24	contracts	contract	NOUN
crl-16603	152	25	,	,	PUNCT
crl-16603	152	26	and	and	CCONJ
crl-16603	152	27	surface	surface	VERB
crl-16603	152	28	how	how	SCONJ
crl-16603	152	29	informational	informational	ADJ
crl-16603	152	30	and	and	CCONJ
crl-16603	152	31	algorithmic	algorithmic	ADJ
crl-16603	152	32	products	product	NOUN
crl-16603	152	33	derived	derive	VERB
crl-16603	152	34	from	from	ADP
crl-16603	152	35	student	student	NOUN
crl-16603	152	36	data	datum	NOUN
crl-16603	152	37	could	could	AUX
crl-16603	152	38	become	become	VERB
crl-16603	152	39	trade	trade	NOUN
crl-16603	152	40	secrets	secret	NOUN
crl-16603	152	41	or	or	CCONJ
crl-16603	152	42	marketable	marketable	ADJ
crl-16603	152	43	products	product	NOUN
crl-16603	152	44	.	.	PUNCT
crl-16603	153	1	since	since	SCONJ
crl-16603	153	2	access	access	NOUN
crl-16603	153	3	to	to	ADP
crl-16603	153	4	data	datum	NOUN
crl-16603	153	5	is	be	AUX
crl-16603	153	6	enticing	entice	VERB
crl-16603	153	7	for	for	ADP
crl-16603	153	8	vendors	vendor	NOUN
crl-16603	153	9	and	and	CCONJ
crl-16603	153	10	institutions	institution	NOUN
crl-16603	153	11	alike	alike	ADV
crl-16603	153	12	,	,	PUNCT
crl-16603	153	13	314	314	NUM
crl-16603	153	14	college	college	PROPN
crl-16603	153	15	&	&	CCONJ
crl-16603	153	16	research	research	PROPN
crl-16603	153	17	libraries	library	NOUN
crl-16603	153	18	april	april	PROPN
crl-16603	153	19	2018	2018	NUM
crl-16603	153	20	librarians	librarian	NOUN
crl-16603	153	21	will	will	AUX
crl-16603	153	22	have	have	VERB
crl-16603	153	23	to	to	PART
crl-16603	153	24	navigate	navigate	VERB
crl-16603	153	25	ethical	ethical	ADJ
crl-16603	153	26	quandaries	quandary	NOUN
crl-16603	153	27	around	around	ADP
crl-16603	153	28	capturing	capture	VERB
crl-16603	153	29	and	and	CCONJ
crl-16603	153	30	providing	provide	VERB
crl-16603	153	31	interaction	interaction	NOUN
crl-16603	153	32	data	datum	NOUN
crl-16603	153	33	about	about	ADP
crl-16603	153	34	student	student	NOUN
crl-16603	153	35	access	access	NOUN
crl-16603	153	36	to	to	ADP
crl-16603	153	37	library	library	ADJ
crl-16603	153	38	resources	resource	NOUN
crl-16603	153	39	with	with	ADP
crl-16603	153	40	vendors	vendor	NOUN
crl-16603	153	41	.	.	PUNCT
crl-16603	154	1	content	content	NOUN
crl-16603	154	2	vendors	vendor	NOUN
crl-16603	154	3	track	track	VERB
crl-16603	154	4	student	student	NOUN
crl-16603	154	5	usage	usage	NOUN
crl-16603	154	6	of	of	ADP
crl-16603	154	7	their	their	PRON
crl-16603	154	8	digital	digital	ADJ
crl-16603	154	9	materials	material	NOUN
crl-16603	154	10	,	,	PUNCT
crl-16603	154	11	nominally	nominally	ADV
crl-16603	154	12	to	to	PART
crl-16603	154	13	protect	protect	VERB
crl-16603	154	14	against	against	ADP
crl-16603	154	15	illegal	illegal	ADJ
crl-16603	154	16	access	access	NOUN
crl-16603	154	17	and	and	CCONJ
crl-16603	154	18	sharing	sharing	NOUN
crl-16603	154	19	.	.	PUNCT
crl-16603	155	1	in	in	ADP
crl-16603	155	2	response	response	NOUN
crl-16603	155	3	,	,	PUNCT
crl-16603	155	4	the	the	DET
crl-16603	155	5	ala	ala	PROPN
crl-16603	155	6	recently	recently	ADV
crl-16603	155	7	proposed	propose	VERB
crl-16603	155	8	guidelines	guideline	NOUN
crl-16603	155	9	addressing	address	VERB
crl-16603	155	10	increased	increase	VERB
crl-16603	155	11	tracking	tracking	NOUN
crl-16603	155	12	:	:	PUNCT
crl-16603	156	1	[	[	X
crl-16603	156	2	m]ost	m]ost	X
crl-16603	156	3	e	e	NOUN
crl-16603	156	4	-	-	NOUN
crl-16603	156	5	book	book	NOUN
crl-16603	156	6	and	and	CCONJ
crl-16603	156	7	digital	digital	ADJ
crl-16603	156	8	content	content	NOUN
crl-16603	156	9	vendors	vendor	NOUN
crl-16603	156	10	collect	collect	VERB
crl-16603	156	11	and	and	CCONJ
crl-16603	156	12	use	use	VERB
crl-16603	156	13	library	library	NOUN
crl-16603	156	14	patron	patron	PROPN
crl-16603	156	15	data	datum	NOUN
crl-16603	156	16	for	for	ADP
crl-16603	156	17	a	a	DET
crl-16603	156	18	variety	variety	NOUN
crl-16603	156	19	of	of	ADP
crl-16603	156	20	reasons	reason	NOUN
crl-16603	156	21	,	,	PUNCT
crl-16603	156	22	including	include	VERB
crl-16603	156	23	digital	digital	ADJ
crl-16603	156	24	rights	right	NOUN
crl-16603	156	25	management	management	NOUN
crl-16603	156	26	,	,	PUNCT
crl-16603	156	27	consumer	consumer	NOUN
crl-16603	156	28	analytics	analytic	NOUN
crl-16603	156	29	,	,	PUNCT
crl-16603	156	30	and	and	CCONJ
crl-16603	156	31	user	user	NOUN
crl-16603	156	32	personalization	personalization	NOUN
crl-16603	156	33	.	.	PUNCT
crl-16603	157	1	libraries	library	NOUN
crl-16603	157	2	and	and	CCONJ
crl-16603	157	3	vendors	vendor	NOUN
crl-16603	157	4	must	must	AUX
crl-16603	157	5	work	work	VERB
crl-16603	157	6	together	together	ADV
crl-16603	157	7	to	to	PART
crl-16603	157	8	ensure	ensure	VERB
crl-16603	157	9	that	that	SCONJ
crl-16603	157	10	the	the	DET
crl-16603	157	11	contracts	contract	NOUN
crl-16603	157	12	and	and	CCONJ
crl-16603	157	13	licenses	license	NOUN
crl-16603	157	14	governing	govern	VERB
crl-16603	157	15	the	the	DET
crl-16603	157	16	provision	provision	NOUN
crl-16603	157	17	and	and	CCONJ
crl-16603	157	18	use	use	NOUN
crl-16603	157	19	of	of	ADP
crl-16603	157	20	digital	digital	ADJ
crl-16603	157	21	information	information	NOUN
crl-16603	157	22	reflect	reflect	VERB
crl-16603	157	23	library	library	NOUN
crl-16603	157	24	ethics	ethic	NOUN
crl-16603	157	25	,	,	PUNCT
crl-16603	157	26	policies	policy	NOUN
crl-16603	157	27	,	,	PUNCT
crl-16603	157	28	and	and	CCONJ
crl-16603	157	29	legal	legal	ADJ
crl-16603	157	30	obligations	obligation	NOUN
crl-16603	157	31	concerning	concern	VERB
crl-16603	157	32	user	user	NOUN
crl-16603	157	33	privacy	privacy	NOUN
crl-16603	157	34	and	and	CCONJ
crl-16603	157	35	confidentiality.99	confidentiality.99	NOUN
crl-16603	157	36	the	the	DET
crl-16603	157	37	statement	statement	NOUN
crl-16603	157	38	highlights	highlight	VERB
crl-16603	157	39	a	a	DET
crl-16603	157	40	growing	grow	VERB
crl-16603	157	41	tension	tension	NOUN
crl-16603	157	42	between	between	ADP
crl-16603	157	43	digital	digital	ADJ
crl-16603	157	44	content	content	NOUN
crl-16603	157	45	providers	provider	NOUN
crl-16603	157	46	wishing	wish	VERB
crl-16603	157	47	to	to	PART
crl-16603	157	48	track	track	VERB
crl-16603	157	49	access	access	NOUN
crl-16603	157	50	and	and	CCONJ
crl-16603	157	51	librarians	librarian	NOUN
crl-16603	157	52	who	who	PRON
crl-16603	157	53	advocate	advocate	VERB
crl-16603	157	54	for	for	ADP
crl-16603	157	55	user	user	NOUN
crl-16603	157	56	protections	protection	NOUN
crl-16603	157	57	against	against	ADP
crl-16603	157	58	tracking	tracking	NOUN
crl-16603	157	59	.	.	PUNCT
crl-16603	158	1	as	as	SCONJ
crl-16603	158	2	rubel	rubel	NOUN
crl-16603	158	3	notes	note	NOUN
crl-16603	158	4	,	,	PUNCT
crl-16603	158	5	however	however	ADV
crl-16603	158	6	,	,	PUNCT
crl-16603	158	7	resolving	resolve	VERB
crl-16603	158	8	the	the	DET
crl-16603	158	9	“	"	PUNCT
crl-16603	158	10	trade	trade	NOUN
crl-16603	158	11	-	-	PUNCT
crl-16603	158	12	offs	off	NOUN
crl-16603	158	13	between	between	ADP
crl-16603	158	14	patron	patron	NOUN
crl-16603	158	15	privacy	privacy	NOUN
crl-16603	158	16	and	and	CCONJ
crl-16603	158	17	access	access	NOUN
crl-16603	158	18	”	"	PUNCT
crl-16603	158	19	to	to	ADP
crl-16603	158	20	digital	digital	ADJ
crl-16603	158	21	resources	resource	NOUN
crl-16603	158	22	has	have	AUX
crl-16603	158	23	proved	prove	VERB
crl-16603	158	24	challenging.100	challenging.100	PROPN
crl-16603	158	25	the	the	DET
crl-16603	158	26	harvard	harvard	PROPN
crl-16603	158	27	business	business	PROPN
crl-16603	158	28	review	review	PROPN
crl-16603	158	29	(	(	PUNCT
crl-16603	158	30	hbr	hbr	PROPN
crl-16603	158	31	)	)	PUNCT
crl-16603	158	32	controversially	controversially	ADV
crl-16603	158	33	limited	limit	VERB
crl-16603	158	34	use	use	NOUN
crl-16603	158	35	of	of	ADP
crl-16603	158	36	their	their	PRON
crl-16603	158	37	articles	article	NOUN
crl-16603	158	38	in	in	ADP
crl-16603	158	39	digital	digital	ADJ
crl-16603	158	40	course	course	NOUN
crl-16603	158	41	packs	pack	NOUN
crl-16603	158	42	and	and	CCONJ
crl-16603	158	43	electronic	electronic	ADJ
crl-16603	158	44	reserves	reserve	NOUN
crl-16603	158	45	by	by	ADP
crl-16603	158	46	inserting	insert	VERB
crl-16603	158	47	licensing	licensing	NOUN
crl-16603	158	48	language	language	NOUN
crl-16603	158	49	into	into	ADP
crl-16603	158	50	an	an	DET
crl-16603	158	51	ebsco	ebsco	PROPN
crl-16603	158	52	package	package	PROPN
crl-16603	158	53	contract	contract	NOUN
crl-16603	158	54	that	that	PRON
crl-16603	158	55	included	include	VERB
crl-16603	158	56	hbr.101	hbr.101	NOUN
crl-16603	158	57	hbr	hbr	PROPN
crl-16603	158	58	held	hold	VERB
crl-16603	158	59	that	that	SCONJ
crl-16603	158	60	its	its	PRON
crl-16603	158	61	license	license	NOUN
crl-16603	158	62	—	—	PUNCT
crl-16603	158	63	as	as	SCONJ
crl-16603	158	64	enacted	enact	VERB
crl-16603	158	65	through	through	ADP
crl-16603	158	66	ebsco	ebsco	PROPN
crl-16603	158	67	—	—	PUNCT
crl-16603	158	68	trumped	trump	VERB
crl-16603	158	69	any	any	DET
crl-16603	158	70	fair	fair	ADJ
crl-16603	158	71	-	-	PUNCT
crl-16603	158	72	use	use	NOUN
crl-16603	158	73	claims	claim	NOUN
crl-16603	158	74	to	to	PART
crl-16603	158	75	link	link	VERB
crl-16603	158	76	to	to	ADP
crl-16603	158	77	or	or	CCONJ
crl-16603	158	78	copy	copy	VERB
crl-16603	158	79	articles	article	NOUN
crl-16603	158	80	for	for	ADP
crl-16603	158	81	student	student	NOUN
crl-16603	158	82	access	access	NOUN
crl-16603	158	83	outside	outside	ADP
crl-16603	158	84	ebsco	ebsco	PROPN
crl-16603	158	85	’s	’s	PART
crl-16603	158	86	system	system	NOUN
crl-16603	158	87	.	.	PUNCT
crl-16603	159	1	such	such	ADJ
crl-16603	159	2	licensing	licensing	NOUN
crl-16603	159	3	language	language	NOUN
crl-16603	159	4	and	and	CCONJ
crl-16603	159	5	restricted	restrict	VERB
crl-16603	159	6	user	user	NOUN
crl-16603	159	7	access	access	NOUN
crl-16603	159	8	funnels	funnel	VERB
crl-16603	159	9	users	user	NOUN
crl-16603	159	10	to	to	ADP
crl-16603	159	11	vendor	vendor	NOUN
crl-16603	159	12	-	-	PUNCT
crl-16603	159	13	managed	manage	VERB
crl-16603	159	14	systems	system	NOUN
crl-16603	159	15	that	that	PRON
crl-16603	159	16	track	track	VERB
crl-16603	159	17	users	user	NOUN
crl-16603	159	18	.	.	PUNCT
crl-16603	160	1	lambert	lambert	PROPN
crl-16603	160	2	,	,	PUNCT
crl-16603	160	3	parker	parker	PROPN
crl-16603	160	4	,	,	PUNCT
crl-16603	160	5	and	and	CCONJ
crl-16603	160	6	bashir	bashir	PROPN
crl-16603	160	7	’s	’s	PART
crl-16603	160	8	research	research	NOUN
crl-16603	160	9	into	into	ADP
crl-16603	160	10	popular	popular	ADJ
crl-16603	160	11	digital	digital	ADJ
crl-16603	160	12	content	content	NOUN
crl-16603	160	13	vendors	vendor	NOUN
crl-16603	160	14	found	find	VERB
crl-16603	160	15	that	that	SCONJ
crl-16603	160	16	vendors	vendor	NOUN
crl-16603	160	17	often	often	ADV
crl-16603	160	18	collect	collect	VERB
crl-16603	160	19	,	,	PUNCT
crl-16603	160	20	analyze	analyze	VERB
crl-16603	160	21	,	,	PUNCT
crl-16603	160	22	and	and	CCONJ
crl-16603	160	23	share	share	VERB
crl-16603	160	24	personally	personally	ADV
crl-16603	160	25	identifiable	identifiable	ADJ
crl-16603	160	26	information	information	NOUN
crl-16603	160	27	with	with	ADP
crl-16603	160	28	third	third	ADJ
crl-16603	160	29	parties	party	NOUN
crl-16603	160	30	,	,	PUNCT
crl-16603	160	31	even	even	ADV
crl-16603	160	32	though	though	SCONJ
crl-16603	160	33	public	public	ADJ
crl-16603	160	34	policies	policy	NOUN
crl-16603	160	35	stated	state	VERB
crl-16603	160	36	otherwise.102	otherwise.102	PRON
crl-16603	160	37	and	and	CCONJ
crl-16603	160	38	rubel	rubel	PROPN
crl-16603	160	39	and	and	CCONJ
crl-16603	160	40	zhang	zhang	PROPN
crl-16603	160	41	’s	’s	PART
crl-16603	160	42	investigation	investigation	NOUN
crl-16603	160	43	into	into	ADP
crl-16603	160	44	42	42	NUM
crl-16603	160	45	unique	unique	ADJ
crl-16603	160	46	licensing	licensing	NOUN
crl-16603	160	47	agreements	agreement	NOUN
crl-16603	160	48	uncovered	uncover	VERB
crl-16603	160	49	the	the	DET
crl-16603	160	50	wide	wide	ADJ
crl-16603	160	51	spectrum	spectrum	NOUN
crl-16603	160	52	of	of	ADP
crl-16603	160	53	data	datum	NOUN
crl-16603	160	54	collection	collection	NOUN
crl-16603	160	55	and	and	CCONJ
crl-16603	160	56	sharing	share	VERB
crl-16603	160	57	protections	protection	NOUN
crl-16603	160	58	in	in	ADP
crl-16603	160	59	existence	existence	NOUN
crl-16603	160	60	(	(	PUNCT
crl-16603	160	61	or	or	CCONJ
crl-16603	160	62	in	in	ADP
crl-16603	160	63	some	some	DET
crl-16603	160	64	cases	case	NOUN
crl-16603	160	65	lacking	lack	VERB
crl-16603	160	66	altogether).103	altogether).103	ADP
crl-16603	160	67	this	this	PRON
crl-16603	160	68	suggests	suggest	VERB
crl-16603	160	69	that	that	SCONJ
crl-16603	160	70	libraries	library	NOUN
crl-16603	160	71	are	be	AUX
crl-16603	160	72	participating	participate	VERB
crl-16603	160	73	in	in	ADP
crl-16603	160	74	a	a	DET
crl-16603	160	75	“	"	PUNCT
crl-16603	160	76	faustian	faustian	ADJ
crl-16603	160	77	bargain	bargain	NOUN
crl-16603	160	78	”	"	PUNCT
crl-16603	160	79	whereby	whereby	SCONJ
crl-16603	160	80	vendors	vendor	NOUN
crl-16603	160	81	and	and	CCONJ
crl-16603	160	82	vendor	vendor	NOUN
crl-16603	160	83	systems	system	NOUN
crl-16603	160	84	provide	provide	VERB
crl-16603	160	85	access	access	NOUN
crl-16603	160	86	to	to	ADP
crl-16603	160	87	valuable	valuable	ADJ
crl-16603	160	88	resources	resource	NOUN
crl-16603	160	89	at	at	ADP
crl-16603	160	90	the	the	DET
crl-16603	160	91	cost	cost	NOUN
crl-16603	160	92	of	of	ADP
crl-16603	160	93	degrading	degrade	VERB
crl-16603	160	94	student	student	NOUN
crl-16603	160	95	privacy	privacy	NOUN
crl-16603	160	96	and	and	CCONJ
crl-16603	160	97	weakening	weakening	NOUN
crl-16603	160	98	librarians	librarian	NOUN
crl-16603	160	99	’	'	PUNCT
crl-16603	160	100	professional	professional	ADJ
crl-16603	160	101	ethics	ethic	NOUN
crl-16603	160	102	commitments.104	commitments.104	NOUN
crl-16603	160	103	vendors	vendor	NOUN
crl-16603	160	104	or	or	CCONJ
crl-16603	160	105	other	other	ADJ
crl-16603	160	106	actors	actor	NOUN
crl-16603	160	107	seeking	seek	VERB
crl-16603	160	108	access	access	NOUN
crl-16603	160	109	to	to	ADP
crl-16603	160	110	student	student	NOUN
crl-16603	160	111	data	datum	NOUN
crl-16603	160	112	creates	create	VERB
crl-16603	160	113	another	another	DET
crl-16603	160	114	ip	ip	PRON
crl-16603	160	115	concern	concern	NOUN
crl-16603	160	116	:	:	PUNCT
crl-16603	160	117	trade	trade	NOUN
crl-16603	160	118	secrets	secret	NOUN
crl-16603	160	119	.	.	PUNCT
crl-16603	161	1	institutional	institutional	ADJ
crl-16603	161	2	advantages	advantage	NOUN
crl-16603	161	3	gained	gain	VERB
crl-16603	161	4	through	through	ADP
crl-16603	161	5	la	la	PROPN
crl-16603	161	6	are	be	AUX
crl-16603	161	7	believed	believe	VERB
crl-16603	161	8	to	to	PART
crl-16603	161	9	enable	enable	VERB
crl-16603	161	10	heis	heis	PROPN
crl-16603	161	11	to	to	PART
crl-16603	161	12	position	position	VERB
crl-16603	161	13	themselves	themselves	PRON
crl-16603	161	14	strategically	strategically	ADV
crl-16603	161	15	in	in	ADP
crl-16603	161	16	a	a	DET
crl-16603	161	17	“	"	PUNCT
crl-16603	161	18	competitive	competitive	ADJ
crl-16603	161	19	and	and	CCONJ
crl-16603	161	20	dynamic	dynamic	ADJ
crl-16603	161	21	”	"	PUNCT
crl-16603	161	22	marketplace.105	marketplace.105	NOUN
crl-16603	161	23	to	to	PART
crl-16603	161	24	give	give	VERB
crl-16603	161	25	student	student	NOUN
crl-16603	161	26	data	datum	NOUN
crl-16603	161	27	or	or	CCONJ
crl-16603	161	28	derived	derive	VERB
crl-16603	161	29	findings	finding	NOUN
crl-16603	161	30	away	away	ADV
crl-16603	161	31	could	could	AUX
crl-16603	161	32	diminish	diminish	VERB
crl-16603	161	33	the	the	DET
crl-16603	161	34	value	value	NOUN
crl-16603	161	35	gained	gain	VERB
crl-16603	161	36	.	.	PUNCT
crl-16603	162	1	therefore	therefore	ADV
crl-16603	162	2	,	,	PUNCT
crl-16603	162	3	it	it	PRON
crl-16603	162	4	is	be	AUX
crl-16603	162	5	plausible	plausible	ADJ
crl-16603	162	6	that	that	SCONJ
crl-16603	162	7	heis	heis	PROPN
crl-16603	162	8	are	be	AUX
crl-16603	162	9	likely	likely	ADJ
crl-16603	162	10	to	to	PART
crl-16603	162	11	protect	protect	VERB
crl-16603	162	12	their	their	PRON
crl-16603	162	13	data	datum	NOUN
crl-16603	162	14	assets	asset	NOUN
crl-16603	162	15	as	as	ADP
crl-16603	162	16	trade	trade	NOUN
crl-16603	162	17	secrets	secret	NOUN
crl-16603	162	18	,	,	PUNCT
crl-16603	162	19	gaining	gain	VERB
crl-16603	162	20	revenue	revenue	NOUN
crl-16603	162	21	therefrom	therefrom	NOUN
crl-16603	162	22	through	through	ADP
crl-16603	162	23	the	the	DET
crl-16603	162	24	sale	sale	NOUN
crl-16603	162	25	or	or	CCONJ
crl-16603	162	26	license	license	NOUN
crl-16603	162	27	of	of	ADP
crl-16603	162	28	specially	specially	ADV
crl-16603	162	29	curated	curate	VERB
crl-16603	162	30	databases	database	NOUN
crl-16603	162	31	and	and	CCONJ
crl-16603	162	32	informational	informational	ADJ
crl-16603	162	33	reports	report	NOUN
crl-16603	162	34	,	,	PUNCT
crl-16603	162	35	analytic	analytic	ADJ
crl-16603	162	36	workflows	workflow	NOUN
crl-16603	162	37	,	,	PUNCT
crl-16603	162	38	or	or	CCONJ
crl-16603	162	39	custom	custom	ADV
crl-16603	162	40	-	-	PUNCT
crl-16603	162	41	made	make	VERB
crl-16603	162	42	algorithms	algorithm	NOUN
crl-16603	162	43	.	.	PUNCT
crl-16603	163	1	efforts	effort	NOUN
crl-16603	163	2	by	by	ADP
crl-16603	163	3	heis	heis	NOUN
crl-16603	163	4	to	to	PART
crl-16603	163	5	maximize	maximize	VERB
crl-16603	163	6	trade	trade	NOUN
crl-16603	163	7	-	-	PUNCT
crl-16603	163	8	secret	secret	NOUN
crl-16603	163	9	revenue	revenue	NOUN
crl-16603	163	10	may	may	AUX
crl-16603	163	11	force	force	VERB
crl-16603	163	12	librarians	librarian	NOUN
crl-16603	163	13	into	into	ADP
crl-16603	163	14	data	datum	NOUN
crl-16603	163	15	mining	mining	NOUN
crl-16603	163	16	they	they	PRON
crl-16603	163	17	find	find	VERB
crl-16603	163	18	unsavory	unsavory	ADJ
crl-16603	163	19	.	.	PUNCT
crl-16603	164	1	early	early	ADJ
crl-16603	164	2	library	library	NOUN
crl-16603	164	3	la	la	DET
crl-16603	164	4	research	research	NOUN
crl-16603	164	5	suggests	suggest	VERB
crl-16603	164	6	important	important	ADJ
crl-16603	164	7	correlations	correlation	NOUN
crl-16603	164	8	between	between	ADP
crl-16603	164	9	library	library	NOUN
crl-16603	164	10	usage	usage	NOUN
crl-16603	164	11	data	datum	NOUN
crl-16603	164	12	and	and	CCONJ
crl-16603	164	13	student	student	NOUN
crl-16603	164	14	learning	learn	VERB
crl-16603	164	15	outcomes	outcome	NOUN
crl-16603	164	16	,	,	PUNCT
crl-16603	164	17	which	which	DET
crl-16603	164	18	heis	heis	NOUN
crl-16603	164	19	may	may	AUX
crl-16603	164	20	seek	seek	VERB
crl-16603	164	21	to	to	PART
crl-16603	164	22	understand	understand	VERB
crl-16603	164	23	at	at	ADP
crl-16603	164	24	more	more	ADJ
crl-16603	164	25	granular	granular	ADJ
crl-16603	164	26	levels	level	NOUN
crl-16603	164	27	.	.	PUNCT
crl-16603	165	1	doing	do	VERB
crl-16603	165	2	so	so	ADV
crl-16603	165	3	,	,	PUNCT
crl-16603	165	4	however	however	ADV
crl-16603	165	5	,	,	PUNCT
crl-16603	165	6	will	will	AUX
crl-16603	165	7	require	require	VERB
crl-16603	165	8	librarians	librarian	NOUN
crl-16603	165	9	to	to	PART
crl-16603	165	10	monitor	monitor	VERB
crl-16603	165	11	student	student	NOUN
crl-16603	165	12	behaviors	behavior	NOUN
crl-16603	165	13	in	in	ADP
crl-16603	165	14	physical	physical	ADJ
crl-16603	165	15	and	and	CCONJ
crl-16603	165	16	digital	digital	ADJ
crl-16603	165	17	spaces	space	NOUN
crl-16603	165	18	to	to	PART
crl-16603	165	19	determine	determine	VERB
crl-16603	165	20	which	which	DET
crl-16603	165	21	behaviors	behavior	NOUN
crl-16603	165	22	correlate	correlate	VERB
crl-16603	165	23	with	with	ADP
crl-16603	165	24	higher	high	ADJ
crl-16603	165	25	academic	academic	ADJ
crl-16603	165	26	achievement	achievement	NOUN
crl-16603	165	27	or	or	CCONJ
crl-16603	165	28	social	social	ADJ
crl-16603	165	29	integration	integration	NOUN
crl-16603	165	30	into	into	ADP
crl-16603	165	31	campus	campus	NOUN
crl-16603	165	32	life	life	NOUN
crl-16603	165	33	.	.	PUNCT
crl-16603	166	1	heis	heis	PROPN
crl-16603	166	2	may	may	AUX
crl-16603	166	3	also	also	ADV
crl-16603	166	4	pressure	pressure	VERB
crl-16603	166	5	libraries	library	NOUN
crl-16603	166	6	to	to	PART
crl-16603	166	7	negotiate	negotiate	VERB
crl-16603	166	8	for	for	ADP
crl-16603	166	9	licensing	licensing	NOUN
crl-16603	166	10	contracts	contract	NOUN
crl-16603	166	11	that	that	PRON
crl-16603	166	12	require	require	VERB
crl-16603	166	13	vendors	vendor	NOUN
crl-16603	166	14	to	to	PART
crl-16603	166	15	contribute	contribute	VERB
crl-16603	166	16	student	student	NOUN
crl-16603	166	17	behavior	behavior	NOUN
crl-16603	166	18	data	datum	NOUN
crl-16603	166	19	from	from	ADP
crl-16603	166	20	their	their	PRON
crl-16603	166	21	systems	system	NOUN
crl-16603	166	22	to	to	ADP
crl-16603	166	23	institutional	institutional	ADJ
crl-16603	166	24	la	la	PROPN
crl-16603	166	25	data	datum	NOUN
crl-16603	166	26	warehouses	warehouse	NOUN
crl-16603	166	27	.	.	PUNCT
crl-16603	167	1	recommendations	recommendation	NOUN
crl-16603	167	2	embedded	embed	VERB
crl-16603	167	3	values	value	NOUN
crl-16603	167	4	ala	ala	PROPN
crl-16603	167	5	’s	’s	PART
crl-16603	167	6	code	code	PROPN
crl-16603	167	7	of	of	ADP
crl-16603	167	8	ethics	ethic	NOUN
crl-16603	167	9	and	and	CCONJ
crl-16603	167	10	the	the	DET
crl-16603	167	11	values	value	NOUN
crl-16603	167	12	that	that	PRON
crl-16603	167	13	inform	inform	VERB
crl-16603	167	14	it	it	PRON
crl-16603	167	15	give	give	VERB
crl-16603	167	16	professionals	professional	NOUN
crl-16603	167	17	strength	strength	NOUN
crl-16603	167	18	and	and	CCONJ
crl-16603	167	19	direction	direction	NOUN
crl-16603	167	20	during	during	ADP
crl-16603	167	21	times	time	NOUN
crl-16603	167	22	of	of	ADP
crl-16603	167	23	sociotechnical	sociotechnical	ADJ
crl-16603	167	24	change	change	NOUN
crl-16603	167	25	.	.	PUNCT
crl-16603	168	1	although	although	SCONJ
crl-16603	168	2	the	the	DET
crl-16603	168	3	technological	technological	ADJ
crl-16603	168	4	momenlearning	momenlearning	NOUN
crl-16603	168	5	analytics	analytic	NOUN
crl-16603	168	6	and	and	CCONJ
crl-16603	168	7	the	the	DET
crl-16603	168	8	academic	academic	ADJ
crl-16603	168	9	library	library	NOUN
crl-16603	168	10	315	315	NUM
crl-16603	168	11	tum	tum	NOUN
crl-16603	168	12	behind	behind	ADP
crl-16603	168	13	big	big	ADJ
crl-16603	168	14	data	datum	NOUN
crl-16603	168	15	seems	seem	VERB
crl-16603	168	16	to	to	PART
crl-16603	168	17	legitimize	legitimize	VERB
crl-16603	168	18	similar	similar	ADJ
crl-16603	168	19	practices	practice	NOUN
crl-16603	168	20	in	in	ADP
crl-16603	168	21	many	many	ADJ
crl-16603	168	22	corners	corner	NOUN
crl-16603	168	23	of	of	ADP
crl-16603	168	24	society	society	NOUN
crl-16603	168	25	,	,	PUNCT
crl-16603	168	26	la	la	PROPN
crl-16603	168	27	is	be	AUX
crl-16603	168	28	still	still	ADV
crl-16603	168	29	an	an	DET
crl-16603	168	30	open	open	ADJ
crl-16603	168	31	system	system	NOUN
crl-16603	168	32	that	that	PRON
crl-16603	168	33	many	many	ADJ
crl-16603	168	34	actors	actor	NOUN
crl-16603	168	35	—	—	PUNCT
crl-16603	168	36	including	include	VERB
crl-16603	168	37	librarians	librarian	NOUN
crl-16603	168	38	—	—	PUNCT
crl-16603	168	39	can	can	AUX
crl-16603	168	40	still	still	ADV
crl-16603	168	41	influence	influence	VERB
crl-16603	168	42	.	.	PUNCT
crl-16603	169	1	the	the	DET
crl-16603	169	2	question	question	NOUN
crl-16603	169	3	,	,	PUNCT
crl-16603	169	4	then	then	ADV
crl-16603	169	5	,	,	PUNCT
crl-16603	169	6	is	be	AUX
crl-16603	169	7	how	how	SCONJ
crl-16603	169	8	librarians	librarian	NOUN
crl-16603	169	9	should	should	AUX
crl-16603	169	10	react	react	VERB
crl-16603	169	11	to	to	ADP
crl-16603	169	12	the	the	DET
crl-16603	169	13	development	development	NOUN
crl-16603	169	14	of	of	ADP
crl-16603	169	15	la	la	PROPN
crl-16603	169	16	initiatives	initiative	NOUN
crl-16603	169	17	.	.	PUNCT
crl-16603	170	1	we	we	PRON
crl-16603	170	2	believe	believe	VERB
crl-16603	170	3	librarians	librarian	NOUN
crl-16603	170	4	should	should	AUX
crl-16603	170	5	proactively	proactively	ADV
crl-16603	170	6	embed	embed	VERB
crl-16603	170	7	their	their	PRON
crl-16603	170	8	professional	professional	ADJ
crl-16603	170	9	values	value	NOUN
crl-16603	170	10	in	in	ADP
crl-16603	170	11	la	la	ADJ
crl-16603	170	12	practices	practice	NOUN
crl-16603	170	13	and	and	CCONJ
crl-16603	170	14	technologies	technology	NOUN
crl-16603	170	15	through	through	ADP
crl-16603	170	16	advocacy	advocacy	NOUN
crl-16603	170	17	.	.	PUNCT
crl-16603	171	1	emerging	emerge	VERB
crl-16603	171	2	sociotechnical	sociotechnical	ADJ
crl-16603	171	3	systems	system	NOUN
crl-16603	171	4	often	often	ADV
crl-16603	171	5	demand	demand	VERB
crl-16603	171	6	political	political	ADJ
crl-16603	171	7	resistance	resistance	NOUN
crl-16603	171	8	,	,	PUNCT
crl-16603	171	9	especially	especially	ADV
crl-16603	171	10	when	when	SCONJ
crl-16603	171	11	powerful	powerful	ADJ
crl-16603	171	12	parties	party	NOUN
crl-16603	171	13	are	be	AUX
crl-16603	171	14	positioned	position	VERB
crl-16603	171	15	to	to	PART
crl-16603	171	16	be	be	AUX
crl-16603	171	17	the	the	DET
crl-16603	171	18	primary	primary	ADJ
crl-16603	171	19	benificiaries.106	benificiaries.106	NOUN
crl-16603	171	20	as	as	ADP
crl-16603	171	21	la	la	PROPN
crl-16603	171	22	matures	mature	NOUN
crl-16603	171	23	,	,	PUNCT
crl-16603	171	24	the	the	DET
crl-16603	171	25	values	value	NOUN
crl-16603	171	26	that	that	PRON
crl-16603	171	27	librarianship	librarianship	NOUN
crl-16603	171	28	supports	support	VERB
crl-16603	171	29	risk	risk	NOUN
crl-16603	171	30	damage	damage	NOUN
crl-16603	171	31	from	from	ADP
crl-16603	171	32	institutional	institutional	ADJ
crl-16603	171	33	actors	actor	NOUN
crl-16603	171	34	who	who	PRON
crl-16603	171	35	do	do	AUX
crl-16603	171	36	not	not	PART
crl-16603	171	37	share	share	VERB
crl-16603	171	38	the	the	DET
crl-16603	171	39	same	same	ADJ
crl-16603	171	40	ethical	ethical	ADJ
crl-16603	171	41	perspective	perspective	NOUN
crl-16603	171	42	and	and	CCONJ
crl-16603	171	43	values	value	NOUN
crl-16603	171	44	.	.	PUNCT
crl-16603	172	1	though	though	SCONJ
crl-16603	172	2	library	library	ADJ
crl-16603	172	3	values	value	NOUN
crl-16603	172	4	can	can	AUX
crl-16603	172	5	not	not	PART
crl-16603	172	6	overrule	overrule	VERB
crl-16603	172	7	other	other	ADJ
crl-16603	172	8	departments	department	NOUN
crl-16603	172	9	and	and	CCONJ
crl-16603	172	10	offices	office	NOUN
crl-16603	172	11	supported	support	VERB
crl-16603	172	12	by	by	ADP
crl-16603	172	13	other	other	ADJ
crl-16603	172	14	professional	professional	ADJ
crl-16603	172	15	ethics	ethic	NOUN
crl-16603	172	16	codes	code	NOUN
crl-16603	172	17	,	,	PUNCT
crl-16603	172	18	librarian	librarian	ADJ
crl-16603	172	19	inactivity	inactivity	NOUN
crl-16603	172	20	will	will	AUX
crl-16603	172	21	cause	cause	VERB
crl-16603	172	22	professional	professional	ADJ
crl-16603	172	23	values	value	NOUN
crl-16603	172	24	to	to	PART
crl-16603	172	25	be	be	AUX
crl-16603	172	26	ignored	ignore	VERB
crl-16603	172	27	or	or	CCONJ
crl-16603	172	28	suppressed	suppress	VERB
crl-16603	172	29	.	.	PUNCT
crl-16603	173	1	it	it	PRON
crl-16603	173	2	is	be	AUX
crl-16603	173	3	not	not	PART
crl-16603	173	4	our	our	PRON
crl-16603	173	5	aim	aim	NOUN
crl-16603	173	6	herein	herein	NOUN
crl-16603	173	7	to	to	PART
crl-16603	173	8	suggest	suggest	VERB
crl-16603	173	9	principles	principle	NOUN
crl-16603	173	10	or	or	CCONJ
crl-16603	173	11	strict	strict	ADJ
crl-16603	173	12	policy	policy	NOUN
crl-16603	173	13	recommendations	recommendation	NOUN
crl-16603	173	14	around	around	ADP
crl-16603	173	15	la	la	PROPN
crl-16603	173	16	,	,	PUNCT
crl-16603	173	17	though	though	SCONJ
crl-16603	173	18	work	work	NOUN
crl-16603	173	19	in	in	ADP
crl-16603	173	20	this	this	DET
crl-16603	173	21	area	area	NOUN
crl-16603	173	22	is	be	AUX
crl-16603	173	23	ongoing	ongoing	ADJ
crl-16603	173	24	.	.	PUNCT
crl-16603	174	1	the	the	DET
crl-16603	174	2	national	national	ADJ
crl-16603	174	3	information	information	PROPN
crl-16603	174	4	standards	standard	NOUN
crl-16603	174	5	organization	organization	NOUN
crl-16603	174	6	’s	’s	PART
crl-16603	174	7	work	work	NOUN
crl-16603	174	8	on	on	ADP
crl-16603	174	9	user	user	NOUN
crl-16603	174	10	privacy	privacy	NOUN
crl-16603	174	11	and	and	CCONJ
crl-16603	174	12	library	library	NOUN
crl-16603	174	13	,	,	PUNCT
crl-16603	174	14	publisher	publisher	NOUN
crl-16603	174	15	,	,	PUNCT
crl-16603	174	16	and	and	CCONJ
crl-16603	174	17	vendor	vendor	NOUN
crl-16603	174	18	systems	system	NOUN
crl-16603	174	19	provides	provide	VERB
crl-16603	174	20	useful	useful	ADJ
crl-16603	174	21	policy	policy	NOUN
crl-16603	174	22	recommendations	recommendation	NOUN
crl-16603	174	23	,	,	PUNCT
crl-16603	174	24	as	as	SCONJ
crl-16603	174	25	does	do	VERB
crl-16603	174	26	asher	asher	NOUN
crl-16603	174	27	and	and	CCONJ
crl-16603	174	28	hinchliffe	hinchliffe	VERB
crl-16603	174	29	’s	’s	PART
crl-16603	174	30	work	work	NOUN
crl-16603	174	31	specifically	specifically	ADV
crl-16603	174	32	related	relate	VERB
crl-16603	174	33	to	to	ADP
crl-16603	174	34	la	la	NOUN
crl-16603	174	35	and	and	CCONJ
crl-16603	174	36	libraries.107	libraries.107	NOUN
crl-16603	174	37	instead	instead	ADV
crl-16603	174	38	,	,	PUNCT
crl-16603	174	39	we	we	PRON
crl-16603	174	40	advance	advance	VERB
crl-16603	174	41	recommendations	recommendation	NOUN
crl-16603	174	42	for	for	ADP
crl-16603	174	43	librarian	librarian	ADJ
crl-16603	174	44	participation	participation	NOUN
crl-16603	174	45	in	in	ADP
crl-16603	174	46	the	the	DET
crl-16603	174	47	evolution	evolution	NOUN
crl-16603	174	48	of	of	ADP
crl-16603	174	49	la	la	ADJ
crl-16603	174	50	initiatives	initiative	NOUN
crl-16603	174	51	on	on	ADP
crl-16603	174	52	their	their	PRON
crl-16603	174	53	respective	respective	ADJ
crl-16603	174	54	campuses	campus	NOUN
crl-16603	174	55	.	.	PUNCT
crl-16603	175	1	none	none	NOUN
crl-16603	175	2	of	of	ADP
crl-16603	175	3	the	the	DET
crl-16603	175	4	following	follow	VERB
crl-16603	175	5	recommendations	recommendation	NOUN
crl-16603	175	6	preclude	preclude	VERB
crl-16603	175	7	librarians	librarian	NOUN
crl-16603	175	8	from	from	ADP
crl-16603	175	9	pursuing	pursue	VERB
crl-16603	175	10	assessment	assessment	NOUN
crl-16603	175	11	studies	study	NOUN
crl-16603	175	12	,	,	PUNCT
crl-16603	175	13	but	but	CCONJ
crl-16603	175	14	they	they	PRON
crl-16603	175	15	do	do	AUX
crl-16603	175	16	require	require	VERB
crl-16603	175	17	a	a	DET
crl-16603	175	18	higher	high	ADJ
crl-16603	175	19	level	level	NOUN
crl-16603	175	20	of	of	ADP
crl-16603	175	21	ethical	ethical	ADJ
crl-16603	175	22	practice	practice	NOUN
crl-16603	175	23	should	should	AUX
crl-16603	175	24	they	they	PRON
crl-16603	175	25	seek	seek	VERB
crl-16603	175	26	to	to	PART
crl-16603	175	27	study	study	VERB
crl-16603	175	28	student	student	NOUN
crl-16603	175	29	behaviors	behavior	NOUN
crl-16603	175	30	as	as	SCONJ
crl-16603	175	31	evinced	evince	VERB
crl-16603	175	32	in	in	ADP
crl-16603	175	33	data	data	NOUN
crl-16603	175	34	-	-	PUNCT
crl-16603	175	35	based	base	VERB
crl-16603	175	36	systems	system	NOUN
crl-16603	175	37	.	.	PUNCT
crl-16603	176	1	we	we	PRON
crl-16603	176	2	recommend	recommend	VERB
crl-16603	176	3	first	first	ADV
crl-16603	176	4	that	that	SCONJ
crl-16603	176	5	librarians	librarian	NOUN
crl-16603	176	6	explain	explain	VERB
crl-16603	176	7	and	and	CCONJ
crl-16603	176	8	advance	advance	VERB
crl-16603	176	9	the	the	DET
crl-16603	176	10	profession	profession	NOUN
crl-16603	176	11	’s	’s	PART
crl-16603	176	12	ethics	ethic	NOUN
crl-16603	176	13	while	while	SCONJ
crl-16603	176	14	participating	participate	VERB
crl-16603	176	15	in	in	ADP
crl-16603	176	16	dialogue	dialogue	NOUN
crl-16603	176	17	around	around	ADP
crl-16603	176	18	la	la	PROPN
crl-16603	176	19	initiatives	initiative	NOUN
crl-16603	176	20	with	with	ADP
crl-16603	176	21	their	their	PRON
crl-16603	176	22	institutional	institutional	ADJ
crl-16603	176	23	and	and	CCONJ
crl-16603	176	24	professional	professional	ADJ
crl-16603	176	25	peers	peer	NOUN
crl-16603	176	26	.	.	PUNCT
crl-16603	177	1	second	second	ADV
crl-16603	177	2	,	,	PUNCT
crl-16603	177	3	librarians	librarian	NOUN
crl-16603	177	4	can	can	AUX
crl-16603	177	5	help	help	VERB
crl-16603	177	6	build	build	VERB
crl-16603	177	7	campus	campus	NOUN
crl-16603	177	8	-	-	PUNCT
crl-16603	177	9	wide	wide	ADJ
crl-16603	177	10	data	datum	NOUN
crl-16603	177	11	governance	governance	NOUN
crl-16603	177	12	mechanisms	mechanism	NOUN
crl-16603	177	13	to	to	PART
crl-16603	177	14	oversee	oversee	VERB
crl-16603	177	15	potentially	potentially	ADV
crl-16603	177	16	harmful	harmful	ADJ
crl-16603	177	17	information	information	NOUN
crl-16603	177	18	flows	flow	NOUN
crl-16603	177	19	.	.	PUNCT
crl-16603	178	1	finally	finally	ADV
crl-16603	178	2	,	,	PUNCT
crl-16603	178	3	librarians	librarian	NOUN
crl-16603	178	4	should	should	AUX
crl-16603	178	5	develop	develop	VERB
crl-16603	178	6	library	library	NOUN
crl-16603	178	7	-	-	PUNCT
crl-16603	178	8	specific	specific	ADJ
crl-16603	178	9	information	information	NOUN
crl-16603	178	10	policies	policy	NOUN
crl-16603	178	11	as	as	ADV
crl-16603	178	12	well	well	ADV
crl-16603	178	13	as	as	ADP
crl-16603	178	14	participating	participate	VERB
crl-16603	178	15	in	in	ADP
crl-16603	178	16	building	build	VERB
crl-16603	178	17	institutionwide	institutionwide	ADJ
crl-16603	178	18	information	information	NOUN
crl-16603	178	19	policy	policy	NOUN
crl-16603	178	20	to	to	PART
crl-16603	178	21	govern	govern	VERB
crl-16603	178	22	the	the	DET
crl-16603	178	23	ethical	ethical	ADJ
crl-16603	178	24	use	use	NOUN
crl-16603	178	25	of	of	ADP
crl-16603	178	26	la	la	DET
crl-16603	178	27	technology	technology	NOUN
crl-16603	178	28	.	.	PUNCT
crl-16603	179	1	we	we	PRON
crl-16603	179	2	take	take	VERB
crl-16603	179	3	each	each	PRON
crl-16603	179	4	of	of	ADP
crl-16603	179	5	these	these	DET
crl-16603	179	6	recommendations	recommendation	NOUN
crl-16603	179	7	in	in	ADP
crl-16603	179	8	turn	turn	NOUN
crl-16603	179	9	in	in	ADP
crl-16603	179	10	the	the	DET
crl-16603	179	11	following	follow	VERB
crl-16603	179	12	sections	section	NOUN
crl-16603	179	13	.	.	PUNCT
crl-16603	180	1	advocacy	advocacy	NOUN
crl-16603	180	2	and	and	CCONJ
crl-16603	180	3	constructive	constructive	ADJ
crl-16603	180	4	dialogue	dialogue	NOUN
crl-16603	180	5	it	it	PRON
crl-16603	180	6	is	be	AUX
crl-16603	180	7	the	the	DET
crl-16603	180	8	responsibility	responsibility	NOUN
crl-16603	180	9	of	of	ADP
crl-16603	180	10	librarians	librarian	NOUN
crl-16603	180	11	to	to	PART
crl-16603	180	12	advocate	advocate	VERB
crl-16603	180	13	for	for	ADP
crl-16603	180	14	library	library	ADJ
crl-16603	180	15	values	value	NOUN
crl-16603	180	16	and	and	CCONJ
crl-16603	180	17	ethical	ethical	ADJ
crl-16603	180	18	positions	position	NOUN
crl-16603	180	19	by	by	ADP
crl-16603	180	20	participating	participate	VERB
crl-16603	180	21	in	in	ADP
crl-16603	180	22	conversations	conversation	NOUN
crl-16603	180	23	about	about	ADP
crl-16603	180	24	and	and	CCONJ
crl-16603	180	25	design	design	NOUN
crl-16603	180	26	of	of	ADP
crl-16603	180	27	la	la	PROPN
crl-16603	180	28	systems	system	NOUN
crl-16603	180	29	at	at	ADP
crl-16603	180	30	their	their	PRON
crl-16603	180	31	institutions	institution	NOUN
crl-16603	180	32	and	and	CCONJ
crl-16603	180	33	within	within	ADP
crl-16603	180	34	the	the	DET
crl-16603	180	35	profession	profession	NOUN
crl-16603	180	36	.	.	PUNCT
crl-16603	181	1	wearing	wear	VERB
crl-16603	181	2	librarianship	librarianship	NOUN
crl-16603	181	3	’s	’s	PART
crl-16603	181	4	“	"	PUNCT
crl-16603	181	5	ethical	ethical	ADJ
crl-16603	181	6	standards	standard	NOUN
crl-16603	181	7	as	as	ADP
crl-16603	181	8	badges	badge	NOUN
crl-16603	181	9	of	of	ADP
crl-16603	181	10	honour	honour	NOUN
crl-16603	181	11	[	[	X
crl-16603	181	12	sic	sic	ADJ
crl-16603	181	13	]	]	X
crl-16603	181	14	”	"	PUNCT
crl-16603	181	15	without	without	ADP
crl-16603	181	16	acting	act	VERB
crl-16603	181	17	on	on	ADP
crl-16603	181	18	them	they	PRON
crl-16603	181	19	risks	risk	NOUN
crl-16603	181	20	eroding	erode	VERB
crl-16603	181	21	those	those	DET
crl-16603	181	22	standards.108	standards.108	ADJ
crl-16603	181	23	librarians	librarian	NOUN
crl-16603	181	24	must	must	AUX
crl-16603	181	25	communicate	communicate	VERB
crl-16603	181	26	why	why	SCONJ
crl-16603	181	27	their	their	PRON
crl-16603	181	28	values	value	NOUN
crl-16603	181	29	are	be	AUX
crl-16603	181	30	important	important	ADJ
crl-16603	181	31	,	,	PUNCT
crl-16603	181	32	how	how	SCONJ
crl-16603	181	33	their	their	PRON
crl-16603	181	34	ethical	ethical	ADJ
crl-16603	181	35	perspective	perspective	NOUN
crl-16603	181	36	conflicts	conflict	NOUN
crl-16603	181	37	with	with	ADP
crl-16603	181	38	la	la	ADJ
crl-16603	181	39	practices	practice	NOUN
crl-16603	181	40	,	,	PUNCT
crl-16603	181	41	and	and	CCONJ
crl-16603	181	42	the	the	DET
crl-16603	181	43	ways	way	NOUN
crl-16603	181	44	in	in	ADP
crl-16603	181	45	which	which	PRON
crl-16603	181	46	la	la	DET
crl-16603	181	47	initiatives	initiative	NOUN
crl-16603	181	48	harm	harm	NOUN
crl-16603	181	49	students	student	NOUN
crl-16603	181	50	,	,	PUNCT
crl-16603	181	51	especially	especially	ADV
crl-16603	181	52	with	with	ADP
crl-16603	181	53	respect	respect	NOUN
crl-16603	181	54	to	to	ADP
crl-16603	181	55	intellectual	intellectual	ADJ
crl-16603	181	56	freedom	freedom	NOUN
crl-16603	181	57	and	and	CCONJ
crl-16603	181	58	privacy	privacy	NOUN
crl-16603	181	59	.	.	PUNCT
crl-16603	182	1	librarians	librarian	NOUN
crl-16603	182	2	can	can	AUX
crl-16603	182	3	also	also	ADV
crl-16603	182	4	serve	serve	VERB
crl-16603	182	5	as	as	ADP
crl-16603	182	6	ethical	ethical	ADJ
crl-16603	182	7	exemplars	exemplar	NOUN
crl-16603	182	8	for	for	ADP
crl-16603	182	9	other	other	ADJ
crl-16603	182	10	hei	hei	PROPN
crl-16603	182	11	actors	actor	NOUN
crl-16603	182	12	.	.	PUNCT
crl-16603	183	1	taking	take	VERB
crl-16603	183	2	the	the	DET
crl-16603	183	3	ethical	ethical	ADJ
crl-16603	183	4	high	high	ADJ
crl-16603	183	5	ground	ground	NOUN
crl-16603	183	6	puts	put	VERB
crl-16603	183	7	pressure	pressure	NOUN
crl-16603	183	8	on	on	ADP
crl-16603	183	9	institutional	institutional	ADJ
crl-16603	183	10	peers	peer	NOUN
crl-16603	183	11	to	to	PART
crl-16603	183	12	make	make	VERB
crl-16603	183	13	explicit	explicit	ADJ
crl-16603	183	14	commitments	commitment	NOUN
crl-16603	183	15	about	about	ADP
crl-16603	183	16	data	datum	NOUN
crl-16603	183	17	security	security	NOUN
crl-16603	183	18	,	,	PUNCT
crl-16603	183	19	governance	governance	NOUN
crl-16603	183	20	,	,	PUNCT
crl-16603	183	21	and	and	CCONJ
crl-16603	183	22	appropriate	appropriate	ADJ
crl-16603	183	23	use	use	NOUN
crl-16603	183	24	and	and	CCONJ
crl-16603	183	25	justify	justify	VERB
crl-16603	183	26	data	datum	NOUN
crl-16603	183	27	ethics	ethic	NOUN
crl-16603	183	28	.	.	PUNCT
crl-16603	184	1	for	for	ADP
crl-16603	184	2	instance	instance	NOUN
crl-16603	184	3	,	,	PUNCT
crl-16603	184	4	several	several	ADJ
crl-16603	184	5	libraries	library	NOUN
crl-16603	184	6	have	have	AUX
crl-16603	184	7	consciously	consciously	ADV
crl-16603	184	8	employed	employ	VERB
crl-16603	184	9	consent	consent	NOUN
crl-16603	184	10	-	-	PUNCT
crl-16603	184	11	based	base	VERB
crl-16603	184	12	research	research	NOUN
crl-16603	184	13	using	use	VERB
crl-16603	184	14	ethnographic	ethnographic	ADJ
crl-16603	184	15	methods	method	NOUN
crl-16603	184	16	to	to	PART
crl-16603	184	17	demonstrate	demonstrate	VERB
crl-16603	184	18	library	library	NOUN
crl-16603	184	19	value	value	NOUN
crl-16603	184	20	and	and	CCONJ
crl-16603	184	21	develop	develop	VERB
crl-16603	184	22	an	an	DET
crl-16603	184	23	improved	improved	ADJ
crl-16603	184	24	understanding	understanding	NOUN
crl-16603	184	25	of	of	ADP
crl-16603	184	26	how	how	SCONJ
crl-16603	184	27	library	library	ADJ
crl-16603	184	28	services	service	NOUN
crl-16603	184	29	and	and	CCONJ
crl-16603	184	30	collections	collection	NOUN
crl-16603	184	31	interact	interact	VERB
crl-16603	184	32	with	with	ADP
crl-16603	184	33	learning	learn	VERB
crl-16603	184	34	outcomes.109	outcomes.109	VERB
crl-16603	184	35	to	to	PART
crl-16603	184	36	leverage	leverage	VERB
crl-16603	184	37	their	their	PRON
crl-16603	184	38	principled	principled	ADJ
crl-16603	184	39	actions	action	NOUN
crl-16603	185	1	,	,	PUNCT
crl-16603	185	2	librarians	librarian	NOUN
crl-16603	185	3	need	need	VERB
crl-16603	185	4	to	to	PART
crl-16603	185	5	get	get	VERB
crl-16603	185	6	a	a	DET
crl-16603	185	7	prominent	prominent	ADJ
crl-16603	185	8	seat	seat	NOUN
crl-16603	185	9	at	at	ADP
crl-16603	185	10	the	the	DET
crl-16603	185	11	tables	table	NOUN
crl-16603	185	12	where	where	SCONJ
crl-16603	185	13	la	la	ADJ
crl-16603	185	14	conversations	conversation	NOUN
crl-16603	185	15	occur	occur	VERB
crl-16603	185	16	.	.	PUNCT
crl-16603	186	1	librarians	librarian	NOUN
crl-16603	186	2	should	should	AUX
crl-16603	186	3	talk	talk	VERB
crl-16603	186	4	about	about	ADP
crl-16603	186	5	their	their	PRON
crl-16603	186	6	past	past	ADJ
crl-16603	186	7	successes	success	NOUN
crl-16603	186	8	and	and	CCONJ
crl-16603	186	9	discuss	discuss	VERB
crl-16603	186	10	how	how	SCONJ
crl-16603	186	11	they	they	PRON
crl-16603	186	12	can	can	AUX
crl-16603	186	13	gain	gain	VERB
crl-16603	186	14	actionable	actionable	ADJ
crl-16603	186	15	insights	insight	NOUN
crl-16603	186	16	without	without	ADP
crl-16603	186	17	imperiling	imperil	VERB
crl-16603	186	18	student	student	NOUN
crl-16603	186	19	intellectual	intellectual	ADJ
crl-16603	186	20	freedom	freedom	NOUN
crl-16603	186	21	and	and	CCONJ
crl-16603	186	22	privacy	privacy	NOUN
crl-16603	186	23	by	by	ADP
crl-16603	186	24	trawling	trawl	VERB
crl-16603	186	25	through	through	ADP
crl-16603	186	26	student	student	NOUN
crl-16603	186	27	data	datum	NOUN
crl-16603	186	28	.	.	PUNCT
crl-16603	187	1	it	it	PRON
crl-16603	187	2	is	be	AUX
crl-16603	187	3	also	also	ADV
crl-16603	187	4	important	important	ADJ
crl-16603	187	5	for	for	SCONJ
crl-16603	187	6	librarians	librarian	NOUN
crl-16603	187	7	to	to	PART
crl-16603	187	8	extend	extend	VERB
crl-16603	187	9	these	these	DET
crl-16603	187	10	conversations	conversation	NOUN
crl-16603	187	11	outside	outside	ADP
crl-16603	187	12	their	their	PRON
crl-16603	187	13	institutions	institution	NOUN
crl-16603	187	14	into	into	ADP
crl-16603	187	15	their	their	PRON
crl-16603	187	16	professional	professional	ADJ
crl-16603	187	17	circles	circle	NOUN
crl-16603	187	18	.	.	PUNCT
crl-16603	188	1	library	library	NOUN
crl-16603	188	2	professionals	professional	NOUN
crl-16603	188	3	need	need	VERB
crl-16603	188	4	to	to	PART
crl-16603	188	5	share	share	VERB
crl-16603	188	6	their	their	PRON
crl-16603	188	7	successes	success	NOUN
crl-16603	188	8	and	and	CCONJ
crl-16603	188	9	failures	failure	NOUN
crl-16603	188	10	with	with	ADP
crl-16603	188	11	la	la	ADV
crl-16603	188	12	as	as	ADV
crl-16603	188	13	well	well	ADV
crl-16603	188	14	as	as	ADP
crl-16603	188	15	how	how	SCONJ
crl-16603	188	16	they	they	PRON
crl-16603	188	17	navigated	navigate	VERB
crl-16603	188	18	hard	hard	ADJ
crl-16603	188	19	conversations	conversation	NOUN
crl-16603	188	20	concerning	concern	VERB
crl-16603	188	21	ethics	ethic	NOUN
crl-16603	188	22	.	.	PUNCT
crl-16603	189	1	librarians	librarian	NOUN
crl-16603	189	2	should	should	AUX
crl-16603	189	3	be	be	AUX
crl-16603	189	4	ethically	ethically	ADV
crl-16603	189	5	introspective	introspective	ADJ
crl-16603	189	6	and	and	CCONJ
crl-16603	189	7	openly	openly	ADV
crl-16603	189	8	reflect	reflect	VERB
crl-16603	189	9	about	about	ADP
crl-16603	189	10	the	the	DET
crl-16603	189	11	justifications	justification	NOUN
crl-16603	189	12	they	they	PRON
crl-16603	189	13	use	use	VERB
crl-16603	189	14	to	to	PART
crl-16603	189	15	push	push	VERB
crl-16603	189	16	forward	forward	ADV
crl-16603	189	17	or	or	CCONJ
crl-16603	189	18	pull	pull	VERB
crl-16603	189	19	back	back	ADV
crl-16603	189	20	from	from	ADP
crl-16603	189	21	la	la	PROPN
crl-16603	189	22	.	.	PUNCT
crl-16603	190	1	librarians	librarian	NOUN
crl-16603	190	2	have	have	VERB
crl-16603	190	3	a	a	DET
crl-16603	190	4	duty	duty	NOUN
crl-16603	190	5	316	316	NUM
crl-16603	190	6	college	college	PROPN
crl-16603	190	7	&	&	CCONJ
crl-16603	190	8	research	research	PROPN
crl-16603	190	9	libraries	library	NOUN
crl-16603	190	10	april	april	PROPN
crl-16603	190	11	2018	2018	NUM
crl-16603	190	12	to	to	ADP
crl-16603	190	13	,	,	PUNCT
crl-16603	190	14	among	among	ADP
crl-16603	190	15	other	other	ADJ
crl-16603	190	16	things	thing	NOUN
crl-16603	190	17	,	,	PUNCT
crl-16603	190	18	participate	participate	VERB
crl-16603	190	19	in	in	ADP
crl-16603	190	20	ala	ala	PROPN
crl-16603	190	21	committees	committee	NOUN
crl-16603	190	22	;	;	PUNCT
crl-16603	190	23	present	present	ADJ
crl-16603	190	24	at	at	ADP
crl-16603	190	25	local	local	ADJ
crl-16603	190	26	,	,	PUNCT
crl-16603	190	27	state	state	NOUN
crl-16603	190	28	,	,	PUNCT
crl-16603	190	29	and	and	CCONJ
crl-16603	190	30	international	international	ADJ
crl-16603	190	31	conferences	conference	NOUN
crl-16603	190	32	;	;	PUNCT
crl-16603	190	33	and	and	CCONJ
crl-16603	190	34	publish	publish	VERB
crl-16603	190	35	in	in	ADP
crl-16603	190	36	professional	professional	ADJ
crl-16603	190	37	and	and	CCONJ
crl-16603	190	38	scholarly	scholarly	ADJ
crl-16603	190	39	outlets	outlet	NOUN
crl-16603	190	40	to	to	PART
crl-16603	190	41	share	share	VERB
crl-16603	190	42	their	their	PRON
crl-16603	190	43	experiences	experience	NOUN
crl-16603	190	44	.	.	PUNCT
crl-16603	191	1	it	it	PRON
crl-16603	191	2	is	be	AUX
crl-16603	191	3	only	only	ADV
crl-16603	191	4	through	through	ADP
crl-16603	191	5	these	these	DET
crl-16603	191	6	conversations	conversation	NOUN
crl-16603	191	7	that	that	PRON
crl-16603	191	8	the	the	DET
crl-16603	191	9	profession	profession	NOUN
crl-16603	191	10	will	will	AUX
crl-16603	191	11	find	find	VERB
crl-16603	191	12	its	its	PRON
crl-16603	191	13	ethical	ethical	ADJ
crl-16603	191	14	bearings	bearing	NOUN
crl-16603	191	15	with	with	ADP
crl-16603	191	16	respect	respect	NOUN
crl-16603	191	17	to	to	ADP
crl-16603	191	18	la	la	PROPN
crl-16603	191	19	.	.	PUNCT
crl-16603	192	1	data	datum	NOUN
crl-16603	192	2	governance	governance	NOUN
crl-16603	192	3	developing	develop	VERB
crl-16603	192	4	data	datum	NOUN
crl-16603	192	5	warehouses	warehouse	NOUN
crl-16603	192	6	to	to	PART
crl-16603	192	7	account	account	VERB
crl-16603	192	8	for	for	ADP
crl-16603	192	9	emerging	emerge	VERB
crl-16603	192	10	information	information	NOUN
crl-16603	192	11	flows	flow	VERB
crl-16603	192	12	and	and	CCONJ
crl-16603	192	13	determining	determine	VERB
crl-16603	192	14	the	the	DET
crl-16603	192	15	conditions	condition	NOUN
crl-16603	192	16	under	under	ADP
crl-16603	192	17	which	which	PRON
crl-16603	192	18	actors	actor	NOUN
crl-16603	192	19	should	should	AUX
crl-16603	192	20	have	have	VERB
crl-16603	192	21	access	access	NOUN
crl-16603	192	22	to	to	ADP
crl-16603	192	23	data	datum	NOUN
crl-16603	192	24	and	and	CCONJ
crl-16603	192	25	information	information	NOUN
crl-16603	192	26	involves	involve	VERB
crl-16603	192	27	significant	significant	ADJ
crl-16603	192	28	governance	governance	NOUN
crl-16603	192	29	challenges.110	challenges.110	PROPN
crl-16603	192	30	institutional	institutional	ADJ
crl-16603	192	31	data	datum	NOUN
crl-16603	192	32	governance	governance	NOUN
crl-16603	192	33	needs	need	NOUN
crl-16603	192	34	naturally	naturally	ADV
crl-16603	192	35	overlap	overlap	VERB
crl-16603	192	36	with	with	ADP
crl-16603	192	37	data	datum	NOUN
crl-16603	192	38	management	management	NOUN
crl-16603	192	39	services	service	NOUN
crl-16603	192	40	for	for	ADP
crl-16603	192	41	which	which	PRON
crl-16603	192	42	librarians	librarian	NOUN
crl-16603	192	43	have	have	AUX
crl-16603	192	44	been	be	AUX
crl-16603	192	45	building	build	VERB
crl-16603	192	46	capacity	capacity	NOUN
crl-16603	192	47	during	during	ADP
crl-16603	192	48	the	the	DET
crl-16603	192	49	last	last	ADJ
crl-16603	192	50	few	few	ADJ
crl-16603	192	51	years.111	years.111	NOUN
crl-16603	192	52	heis	heis	PROPN
crl-16603	192	53	would	would	AUX
crl-16603	192	54	benefit	benefit	VERB
crl-16603	192	55	from	from	ADP
crl-16603	192	56	including	include	VERB
crl-16603	192	57	librarians	librarian	NOUN
crl-16603	192	58	in	in	ADP
crl-16603	192	59	data	datum	NOUN
crl-16603	192	60	governance	governance	NOUN
crl-16603	192	61	talks	talk	NOUN
crl-16603	192	62	because	because	SCONJ
crl-16603	192	63	of	of	ADP
crl-16603	192	64	librarians	librarian	NOUN
crl-16603	192	65	’	'	PUNCT
crl-16603	192	66	technical	technical	ADJ
crl-16603	192	67	and	and	CCONJ
crl-16603	192	68	conceptual	conceptual	ADJ
crl-16603	192	69	expertise	expertise	NOUN
crl-16603	192	70	.	.	PUNCT
crl-16603	193	1	more	more	ADV
crl-16603	193	2	important	important	ADJ
crl-16603	193	3	,	,	PUNCT
crl-16603	193	4	however	however	ADV
crl-16603	193	5	,	,	PUNCT
crl-16603	193	6	adding	add	VERB
crl-16603	193	7	librarians	librarian	NOUN
crl-16603	193	8	to	to	ADP
crl-16603	193	9	data	data	NOUN
crl-16603	193	10	governance	governance	NOUN
crl-16603	193	11	teams	team	NOUN
crl-16603	193	12	provides	provide	VERB
crl-16603	193	13	another	another	DET
crl-16603	193	14	opportunity	opportunity	NOUN
crl-16603	193	15	for	for	SCONJ
crl-16603	193	16	library	library	ADJ
crl-16603	193	17	professionals	professional	NOUN
crl-16603	193	18	to	to	PART
crl-16603	193	19	challenge	challenge	VERB
crl-16603	193	20	ethically	ethically	ADV
crl-16603	193	21	suspect	suspect	ADJ
crl-16603	193	22	data	datum	NOUN
crl-16603	193	23	flows	flow	NOUN
crl-16603	193	24	and	and	CCONJ
crl-16603	193	25	analytics	analytic	NOUN
crl-16603	193	26	while	while	SCONJ
crl-16603	193	27	shaping	shape	VERB
crl-16603	193	28	governance	governance	NOUN
crl-16603	193	29	practices	practice	NOUN
crl-16603	193	30	to	to	PART
crl-16603	193	31	protect	protect	VERB
crl-16603	193	32	intellectual	intellectual	ADJ
crl-16603	193	33	freedom	freedom	NOUN
crl-16603	193	34	and	and	CCONJ
crl-16603	193	35	privacy	privacy	NOUN
crl-16603	193	36	.	.	PUNCT
crl-16603	194	1	information	information	NOUN
crl-16603	194	2	policy	policy	NOUN
crl-16603	194	3	librarianship	librarianship	NOUN
crl-16603	194	4	’s	’s	PART
crl-16603	194	5	values	value	NOUN
crl-16603	194	6	would	would	AUX
crl-16603	194	7	ideally	ideally	ADV
crl-16603	194	8	be	be	AUX
crl-16603	194	9	embedded	embed	VERB
crl-16603	194	10	in	in	ADP
crl-16603	194	11	library	library	NOUN
crl-16603	194	12	and	and	CCONJ
crl-16603	194	13	institutional	institutional	ADJ
crl-16603	194	14	policies	policy	NOUN
crl-16603	194	15	as	as	ADP
crl-16603	194	16	“	"	PUNCT
crl-16603	194	17	normative	normative	ADJ
crl-16603	194	18	propositions	proposition	NOUN
crl-16603	194	19	”	"	PUNCT
crl-16603	194	20	that	that	PRON
crl-16603	194	21	drive	drive	VERB
crl-16603	194	22	data	datum	NOUN
crl-16603	194	23	and	and	CCONJ
crl-16603	194	24	la	la	NOUN
crl-16603	194	25	practices	practice	NOUN
crl-16603	194	26	,	,	PUNCT
crl-16603	194	27	in	in	ADP
crl-16603	194	28	so	so	ADV
crl-16603	194	29	doing	do	VERB
crl-16603	194	30	protecting	protect	VERB
crl-16603	194	31	the	the	DET
crl-16603	194	32	interests	interest	NOUN
crl-16603	194	33	of	of	ADP
crl-16603	194	34	students	student	NOUN
crl-16603	194	35	and	and	CCONJ
crl-16603	194	36	libraries.112	libraries.112	ADJ
crl-16603	194	37	to	to	PART
crl-16603	194	38	accomplish	accomplish	VERB
crl-16603	194	39	this	this	PRON
crl-16603	194	40	,	,	PUNCT
crl-16603	194	41	librarians	librarian	NOUN
crl-16603	194	42	need	need	VERB
crl-16603	194	43	to	to	PART
crl-16603	194	44	advocate	advocate	VERB
crl-16603	194	45	for	for	ADP
crl-16603	194	46	the	the	DET
crl-16603	194	47	profession	profession	NOUN
crl-16603	194	48	’s	’s	PART
crl-16603	194	49	values	value	NOUN
crl-16603	194	50	with	with	ADP
crl-16603	194	51	institutional	institutional	ADJ
crl-16603	194	52	policy	policy	NOUN
crl-16603	194	53	-	-	PUNCT
crl-16603	194	54	makers	maker	NOUN
crl-16603	194	55	when	when	SCONJ
crl-16603	194	56	they	they	PRON
crl-16603	194	57	design	design	VERB
crl-16603	194	58	internal	internal	ADJ
crl-16603	194	59	policy	policy	NOUN
crl-16603	194	60	documents	document	NOUN
crl-16603	194	61	,	,	PUNCT
crl-16603	194	62	memoranda	memorandum	NOUN
crl-16603	194	63	of	of	ADP
crl-16603	194	64	understandings	understanding	NOUN
crl-16603	194	65	with	with	ADP
crl-16603	194	66	partner	partner	NOUN
crl-16603	194	67	institutions	institution	NOUN
crl-16603	194	68	,	,	PUNCT
crl-16603	194	69	and	and	CCONJ
crl-16603	194	70	legally	legally	ADV
crl-16603	194	71	binding	bind	VERB
crl-16603	194	72	contracts	contract	NOUN
crl-16603	194	73	with	with	ADP
crl-16603	194	74	third	third	ADJ
crl-16603	194	75	-	-	PUNCT
crl-16603	194	76	party	party	NOUN
crl-16603	194	77	service	service	NOUN
crl-16603	194	78	providers	provider	NOUN
crl-16603	194	79	.	.	PUNCT
crl-16603	195	1	moreover	moreover	ADV
crl-16603	195	2	,	,	PUNCT
crl-16603	195	3	such	such	ADJ
crl-16603	195	4	policies	policy	NOUN
crl-16603	195	5	may	may	AUX
crl-16603	195	6	influence	influence	VERB
crl-16603	195	7	the	the	DET
crl-16603	195	8	design	design	NOUN
crl-16603	195	9	of	of	ADP
crl-16603	195	10	la	la	PROPN
crl-16603	195	11	systems	system	NOUN
crl-16603	195	12	,	,	PUNCT
crl-16603	195	13	as	as	SCONJ
crl-16603	195	14	those	those	DET
crl-16603	195	15	systems	system	NOUN
crl-16603	195	16	would	would	AUX
crl-16603	195	17	need	need	VERB
crl-16603	195	18	to	to	PART
crl-16603	195	19	respect	respect	VERB
crl-16603	195	20	policy	policy	NOUN
crl-16603	195	21	regulations	regulation	NOUN
crl-16603	195	22	before	before	SCONJ
crl-16603	195	23	institutions	institution	NOUN
crl-16603	195	24	enter	enter	VERB
crl-16603	195	25	into	into	ADP
crl-16603	195	26	contracts	contract	NOUN
crl-16603	195	27	with	with	ADP
crl-16603	195	28	vendors	vendor	NOUN
crl-16603	195	29	.	.	PUNCT
crl-16603	196	1	this	this	PRON
crl-16603	196	2	might	might	AUX
crl-16603	196	3	improve	improve	VERB
crl-16603	196	4	librarians	librarian	NOUN
crl-16603	196	5	’	'	PUNCT
crl-16603	196	6	position	position	NOUN
crl-16603	196	7	in	in	ADP
crl-16603	196	8	licensing	license	VERB
crl-16603	196	9	discussions	discussion	NOUN
crl-16603	196	10	with	with	ADP
crl-16603	196	11	content	content	NOUN
crl-16603	196	12	vendors	vendor	NOUN
crl-16603	196	13	as	as	ADV
crl-16603	196	14	well	well	ADV
crl-16603	196	15	.	.	PUNCT
crl-16603	197	1	if	if	SCONJ
crl-16603	197	2	librarians	librarian	NOUN
crl-16603	197	3	are	be	AUX
crl-16603	197	4	proactive	proactive	ADJ
crl-16603	197	5	participants	participant	NOUN
crl-16603	197	6	in	in	ADP
crl-16603	197	7	policy	policy	NOUN
crl-16603	197	8	construction	construction	NOUN
crl-16603	197	9	,	,	PUNCT
crl-16603	197	10	they	they	PRON
crl-16603	197	11	will	will	AUX
crl-16603	197	12	have	have	VERB
crl-16603	197	13	the	the	DET
crl-16603	197	14	powerful	powerful	ADJ
crl-16603	197	15	backing	backing	NOUN
crl-16603	197	16	of	of	ADP
crl-16603	197	17	their	their	PRON
crl-16603	197	18	institutions	institution	NOUN
crl-16603	197	19	during	during	ADP
crl-16603	197	20	these	these	DET
crl-16603	197	21	sometimes	sometimes	ADV
crl-16603	197	22	contentious	contentious	ADJ
crl-16603	197	23	negotiations	negotiation	NOUN
crl-16603	197	24	.	.	PUNCT
crl-16603	198	1	they	they	PRON
crl-16603	198	2	could	could	AUX
crl-16603	198	3	,	,	PUNCT
crl-16603	198	4	for	for	ADP
crl-16603	198	5	instance	instance	NOUN
crl-16603	198	6	,	,	PUNCT
crl-16603	198	7	require	require	VERB
crl-16603	198	8	vendors	vendor	NOUN
crl-16603	198	9	to	to	PART
crl-16603	198	10	disclose	disclose	VERB
crl-16603	198	11	behavioral	behavioral	ADJ
crl-16603	198	12	data	datum	NOUN
crl-16603	198	13	they	they	PRON
crl-16603	198	14	gather	gather	VERB
crl-16603	198	15	,	,	PUNCT
crl-16603	198	16	how	how	SCONJ
crl-16603	198	17	long	long	ADV
crl-16603	198	18	they	they	PRON
crl-16603	198	19	keep	keep	VERB
crl-16603	198	20	it	it	PRON
crl-16603	198	21	,	,	PUNCT
crl-16603	198	22	and	and	CCONJ
crl-16603	198	23	what	what	PRON
crl-16603	198	24	they	they	PRON
crl-16603	198	25	do	do	VERB
crl-16603	198	26	with	with	ADP
crl-16603	198	27	it	it	PRON
crl-16603	198	28	.	.	PUNCT
crl-16603	199	1	moreover	moreover	ADV
crl-16603	199	2	,	,	PUNCT
crl-16603	199	3	they	they	PRON
crl-16603	199	4	could	could	AUX
crl-16603	199	5	negotiate	negotiate	VERB
crl-16603	199	6	licenses	license	NOUN
crl-16603	199	7	that	that	PRON
crl-16603	199	8	minimize	minimize	VERB
crl-16603	199	9	the	the	DET
crl-16603	199	10	data	datum	NOUN
crl-16603	199	11	gathered	gather	VERB
crl-16603	199	12	as	as	ADV
crl-16603	199	13	well	well	ADV
crl-16603	199	14	as	as	ADP
crl-16603	199	15	its	its	PRON
crl-16603	199	16	retention	retention	NOUN
crl-16603	199	17	period	period	NOUN
crl-16603	199	18	,	,	PUNCT
crl-16603	199	19	and	and	CCONJ
crl-16603	199	20	enable	enable	VERB
crl-16603	199	21	hei	hei	PROPN
crl-16603	199	22	oversight	oversight	NOUN
crl-16603	199	23	of	of	ADP
crl-16603	199	24	vendor	vendor	NOUN
crl-16603	199	25	data	datum	NOUN
crl-16603	199	26	practices	practice	NOUN
crl-16603	199	27	via	via	ADP
crl-16603	199	28	license	license	NOUN
crl-16603	199	29	agreements	agreement	NOUN
crl-16603	199	30	.	.	PUNCT
crl-16603	200	1	conclusion	conclusion	NOUN
crl-16603	200	2	though	though	SCONJ
crl-16603	200	3	pursuing	pursue	VERB
crl-16603	200	4	la	la	NOUN
crl-16603	200	5	may	may	AUX
crl-16603	200	6	lead	lead	VERB
crl-16603	200	7	to	to	ADP
crl-16603	200	8	good	good	ADJ
crl-16603	200	9	outcomes	outcome	NOUN
crl-16603	200	10	for	for	ADP
crl-16603	200	11	students	student	NOUN
crl-16603	200	12	and	and	CCONJ
crl-16603	200	13	their	their	PRON
crl-16603	200	14	institutions	institution	NOUN
crl-16603	200	15	,	,	PUNCT
crl-16603	200	16	higher	high	ADJ
crl-16603	200	17	education	education	NOUN
crl-16603	200	18	and	and	CCONJ
crl-16603	200	19	the	the	DET
crl-16603	200	20	library	library	NOUN
crl-16603	200	21	profession	profession	NOUN
crl-16603	200	22	still	still	ADV
crl-16603	200	23	face	face	VERB
crl-16603	200	24	an	an	DET
crl-16603	200	25	ethical	ethical	ADJ
crl-16603	200	26	crossroads	crossroad	NOUN
crl-16603	200	27	.	.	PUNCT
crl-16603	201	1	la	la	NOUN
crl-16603	201	2	practices	practice	NOUN
crl-16603	201	3	present	present	VERB
crl-16603	201	4	significant	significant	ADJ
crl-16603	201	5	conflicts	conflict	NOUN
crl-16603	201	6	with	with	ADP
crl-16603	201	7	the	the	DET
crl-16603	201	8	ala	ala	PROPN
crl-16603	201	9	’s	’s	PART
crl-16603	201	10	code	code	NOUN
crl-16603	201	11	of	of	ADP
crl-16603	201	12	ethics	ethic	NOUN
crl-16603	201	13	with	with	ADP
crl-16603	201	14	respect	respect	NOUN
crl-16603	201	15	to	to	ADP
crl-16603	201	16	intellectual	intellectual	ADJ
crl-16603	201	17	privacy	privacy	NOUN
crl-16603	201	18	,	,	PUNCT
crl-16603	201	19	intellectual	intellectual	ADJ
crl-16603	201	20	freedom	freedom	NOUN
crl-16603	201	21	,	,	PUNCT
crl-16603	201	22	and	and	CCONJ
crl-16603	201	23	intellectual	intellectual	ADJ
crl-16603	201	24	property	property	NOUN
crl-16603	201	25	rights	right	NOUN
crl-16603	201	26	.	.	PUNCT
crl-16603	202	1	we	we	PRON
crl-16603	202	2	recommend	recommend	VERB
crl-16603	202	3	that	that	SCONJ
crl-16603	202	4	librarians	librarian	NOUN
crl-16603	202	5	respond	respond	VERB
crl-16603	202	6	by	by	ADP
crl-16603	202	7	strategically	strategically	ADV
crl-16603	202	8	embedding	embed	VERB
crl-16603	202	9	their	their	PRON
crl-16603	202	10	values	value	NOUN
crl-16603	202	11	in	in	ADP
crl-16603	202	12	la	la	NOUN
crl-16603	202	13	through	through	ADP
crl-16603	202	14	actively	actively	ADV
crl-16603	202	15	participating	participate	VERB
crl-16603	202	16	in	in	ADP
crl-16603	202	17	the	the	DET
crl-16603	202	18	conversations	conversation	NOUN
crl-16603	202	19	,	,	PUNCT
crl-16603	202	20	governance	governance	NOUN
crl-16603	202	21	structures	structure	NOUN
crl-16603	202	22	,	,	PUNCT
crl-16603	202	23	and	and	CCONJ
crl-16603	202	24	policies	policy	NOUN
crl-16603	202	25	that	that	PRON
crl-16603	202	26	ultimately	ultimately	ADV
crl-16603	202	27	shape	shape	VERB
crl-16603	202	28	the	the	DET
crl-16603	202	29	use	use	NOUN
crl-16603	202	30	of	of	ADP
crl-16603	202	31	the	the	DET
crl-16603	202	32	technology	technology	NOUN
crl-16603	202	33	on	on	ADP
crl-16603	202	34	their	their	PRON
crl-16603	202	35	respective	respective	ADJ
crl-16603	202	36	campuses	campus	NOUN
crl-16603	202	37	.	.	PUNCT
crl-16603	203	1	information	information	NOUN
crl-16603	203	2	ethicists	ethicist	NOUN
crl-16603	203	3	,	,	PUNCT
crl-16603	203	4	empirical	empirical	ADJ
crl-16603	203	5	researchers	researcher	NOUN
crl-16603	203	6	,	,	PUNCT
crl-16603	203	7	and	and	CCONJ
crl-16603	203	8	practitioners	practitioner	NOUN
crl-16603	203	9	alike	alike	ADV
crl-16603	203	10	must	must	AUX
crl-16603	203	11	deeply	deeply	ADV
crl-16603	203	12	consider	consider	VERB
crl-16603	203	13	the	the	DET
crl-16603	203	14	ways	way	NOUN
crl-16603	203	15	in	in	ADP
crl-16603	203	16	which	which	PRON
crl-16603	203	17	these	these	DET
crl-16603	203	18	data	data	NOUN
crl-16603	203	19	-	-	PUNCT
crl-16603	203	20	driven	drive	VERB
crl-16603	203	21	practices	practice	NOUN
crl-16603	203	22	may	may	AUX
crl-16603	203	23	pervade	pervade	VERB
crl-16603	203	24	and	and	CCONJ
crl-16603	203	25	erode	erode	VERB
crl-16603	203	26	professional	professional	ADJ
crl-16603	203	27	values	value	NOUN
crl-16603	203	28	.	.	PUNCT
crl-16603	204	1	learning	learn	VERB
crl-16603	204	2	analytics	analytic	NOUN
crl-16603	204	3	and	and	CCONJ
crl-16603	204	4	the	the	DET
crl-16603	204	5	academic	academic	ADJ
crl-16603	204	6	library	library	NOUN
crl-16603	204	7	317	317	NUM
crl-16603	204	8	appendix	appendix	NOUN
crl-16603	204	9	a.	a.	NOUN
crl-16603	204	10	abbreviations	abbreviation	NOUN
crl-16603	204	11	ala	ala	NOUN
crl-16603	204	12	=	=	PUNCT
crl-16603	204	13	american	american	PROPN
crl-16603	204	14	library	library	PROPN
crl-16603	204	15	association	association	PROPN
crl-16603	204	16	drm	drm	PROPN
crl-16603	204	17	=	=	PUNCT
crl-16603	204	18	digital	digital	ADJ
crl-16603	204	19	rights	right	NOUN
crl-16603	204	20	management	management	NOUN
crl-16603	204	21	hbr	hbr	PROPN
crl-16603	204	22	=	=	PROPN
crl-16603	204	23	harvard	harvard	PROPN
crl-16603	204	24	business	business	PROPN
crl-16603	204	25	review	review	PROPN
crl-16603	204	26	hei	hei	PROPN
crl-16603	204	27	=	=	PROPN
crl-16603	204	28	higher	high	ADJ
crl-16603	204	29	education	education	NOUN
crl-16603	204	30	institution	institution	NOUN
crl-16603	204	31	hu	hu	PROPN
crl-16603	205	1	=	=	PROPN
crl-16603	205	2	huddersfield	huddersfield	PROPN
crl-16603	205	3	university	university	PROPN
crl-16603	205	4	ils	ils	X
crl-16603	205	5	=	=	PUNCT
crl-16603	205	6	integrated	integrate	VERB
crl-16603	205	7	library	library	NOUN
crl-16603	205	8	system	system	NOUN
crl-16603	205	9	ip	ip	NOUN
crl-16603	205	10	=	=	ADJ
crl-16603	205	11	intellectual	intellectual	ADJ
crl-16603	205	12	property	property	NOUN
crl-16603	205	13	la	la	PROPN
crl-16603	206	1	=	=	PUNCT
crl-16603	207	1	learning	learn	VERB
crl-16603	207	2	analytics	analytic	NOUN
crl-16603	207	3	lms	lm	NOUN
crl-16603	207	4	=	=	SYM
crl-16603	207	5	learning	learn	VERB
crl-16603	207	6	management	management	NOUN
crl-16603	207	7	system	system	NOUN
crl-16603	207	8	um	um	INTJ
crl-16603	207	9	-	-	PUNCT
crl-16603	207	10	tc	tc	NOUN
crl-16603	207	11	=	=	PROPN
crl-16603	207	12	university	university	PROPN
crl-16603	207	13	of	of	ADP
crl-16603	207	14	minnesota	minnesota	PROPN
crl-16603	207	15	-	-	PUNCT
crl-16603	207	16	twin	twin	ADJ
crl-16603	207	17	cities	city	NOUN
crl-16603	207	18	uow	uow	NOUN
crl-16603	207	19	=	=	SYM
crl-16603	207	20	university	university	PROPN
crl-16603	207	21	of	of	ADP
crl-16603	207	22	wollongong	wollongong	PROPN
crl-16603	207	23	notes	note	VERB
crl-16603	207	24	1	1	NUM
crl-16603	207	25	.	.	PUNCT
crl-16603	207	26	david	david	PROPN
crl-16603	207	27	mcmenemy	mcmenemy	PROPN
crl-16603	207	28	,	,	PUNCT
crl-16603	207	29	“	"	PUNCT
crl-16603	207	30	rights	right	NOUN
crl-16603	207	31	to	to	ADP
crl-16603	207	32	privacy	privacy	NOUN
crl-16603	207	33	and	and	CCONJ
crl-16603	207	34	freedom	freedom	NOUN
crl-16603	207	35	of	of	ADP
crl-16603	207	36	expression	expression	NOUN
crl-16603	207	37	in	in	ADP
crl-16603	207	38	public	public	ADJ
crl-16603	207	39	libraries	library	NOUN
crl-16603	207	40	:	:	PUNCT
crl-16603	207	41	squaring	square	VERB
crl-16603	207	42	the	the	DET
crl-16603	207	43	circle	circle	NOUN
crl-16603	207	44	”	"	PUNCT
crl-16603	207	45	(	(	PUNCT
crl-16603	207	46	paper	paper	NOUN
crl-16603	207	47	presented	present	VERB
crl-16603	207	48	at	at	ADP
crl-16603	207	49	the	the	DET
crl-16603	207	50	annual	annual	ADJ
crl-16603	207	51	meeting	meeting	NOUN
crl-16603	207	52	of	of	ADP
crl-16603	207	53	the	the	DET
crl-16603	207	54	international	international	PROPN
crl-16603	207	55	federation	federation	PROPN
crl-16603	207	56	of	of	ADP
crl-16603	207	57	library	library	PROPN
crl-16603	207	58	associations	association	NOUN
crl-16603	207	59	and	and	CCONJ
crl-16603	207	60	institutions	institution	NOUN
crl-16603	207	61	,	,	PUNCT
crl-16603	207	62	usa	usa	PROPN
crl-16603	207	63	,	,	PUNCT
crl-16603	207	64	2016	2016	NUM
crl-16603	207	65	)	)	PUNCT
crl-16603	207	66	.	.	PUNCT
crl-16603	208	1	2	2	X
crl-16603	208	2	.	.	X
crl-16603	208	3	niall	niall	PROPN
crl-16603	208	4	sclater	sclater	PROPN
crl-16603	208	5	,	,	PUNCT
crl-16603	208	6	“	"	PUNCT
crl-16603	208	7	code	code	NOUN
crl-16603	208	8	of	of	ADP
crl-16603	208	9	practice	practice	NOUN
crl-16603	208	10	for	for	ADP
crl-16603	208	11	learning	learn	VERB
crl-16603	208	12	analytics	analytic	NOUN
crl-16603	208	13	”	"	PUNCT
crl-16603	208	14	(	(	PUNCT
crl-16603	208	15	2015	2015	NUM
crl-16603	208	16	)	)	PUNCT
crl-16603	208	17	,	,	PUNCT
crl-16603	208	18	available	available	ADJ
crl-16603	208	19	online	online	ADV
crl-16603	208	20	at	at	ADP
crl-16603	208	21	https://	https://	PROPN
crl-16603	208	22	www.jisc.ac.uk/sites/default/files/jd0040_code_of_practice_for_learning_analytics_190515_v1.pdf	www.jisc.ac.uk/sites/default/files/jd0040_code_of_practice_for_learning_analytics_190515_v1.pdf	PROPN
crl-16603	208	23	[	[	X
crl-16603	208	24	accessed	access	VERB
crl-16603	208	25	26	26	NUM
crl-16603	208	26	february	february	NOUN
crl-16603	208	27	2018	2018	NUM
crl-16603	208	28	]	]	PUNCT
crl-16603	208	29	.	.	PUNCT
crl-16603	209	1	3	3	X
crl-16603	209	2	.	.	X
crl-16603	209	3	charles	charles	PROPN
crl-16603	209	4	sturt	sturt	PROPN
crl-16603	209	5	university	university	PROPN
crl-16603	209	6	,	,	PUNCT
crl-16603	209	7	“	"	PUNCT
crl-16603	209	8	csu	csu	VERB
crl-16603	209	9	learning	learn	VERB
crl-16603	209	10	analytics	analytic	NOUN
crl-16603	209	11	code	code	NOUN
crl-16603	209	12	of	of	ADP
crl-16603	209	13	practice	practice	NOUN
crl-16603	209	14	”	"	PUNCT
crl-16603	209	15	(	(	PUNCT
crl-16603	209	16	2015	2015	NUM
crl-16603	209	17	)	)	PUNCT
crl-16603	209	18	,	,	PUNCT
crl-16603	209	19	available	available	ADJ
crl-16603	209	20	online	online	ADV
crl-16603	209	21	at	at	ADP
crl-16603	209	22	www.csu.edu.au/__data/assets/pdf_file/0007/2160484/2016_csu_learninganalyticscodepractice.pdf	www.csu.edu.au/__data/assets/pdf_file/0007/2160484/2016_csu_learninganalyticscodepractice.pdf	NOUN
crl-16603	209	23	[	[	X
crl-16603	209	24	accessed	access	VERB
crl-16603	209	25	26	26	NUM
crl-16603	209	26	february	february	NOUN
crl-16603	209	27	2018	2018	NUM
crl-16603	209	28	]	]	PUNCT
crl-16603	209	29	;	;	PUNCT
crl-16603	209	30	open	open	ADJ
crl-16603	209	31	university	university	NOUN
crl-16603	209	32	,	,	PUNCT
crl-16603	209	33	“	"	PUNCT
crl-16603	209	34	policy	policy	NOUN
crl-16603	209	35	on	on	ADP
crl-16603	209	36	ethical	ethical	ADJ
crl-16603	209	37	use	use	NOUN
crl-16603	209	38	of	of	ADP
crl-16603	209	39	student	student	NOUN
crl-16603	209	40	data	datum	NOUN
crl-16603	209	41	for	for	ADP
crl-16603	209	42	learning	learn	VERB
crl-16603	209	43	analytics	analytic	NOUN
crl-16603	209	44	”	"	PUNCT
crl-16603	209	45	(	(	PUNCT
crl-16603	209	46	2014	2014	NUM
crl-16603	209	47	)	)	PUNCT
crl-16603	209	48	,	,	PUNCT
crl-16603	209	49	available	available	ADJ
crl-16603	209	50	online	online	ADV
crl-16603	209	51	at	at	ADP
crl-16603	209	52	https://www.open.ac.uk/students/charter/	https://www.open.ac.uk/students/charter/	PROPN
crl-16603	209	53	essential	essential	ADJ
crl-16603	209	54	-	-	PUNCT
crl-16603	209	55	documents	document	NOUN
crl-16603	209	56	/	/	SYM
crl-16603	209	57	ethical	ethical	ADJ
crl-16603	209	58	-	-	PUNCT
crl-16603	209	59	use	use	NOUN
crl-16603	209	60	-	-	PUNCT
crl-16603	209	61	student	student	NOUN
crl-16603	209	62	-	-	PUNCT
crl-16603	209	63	data	data	NOUN
crl-16603	209	64	-	-	PUNCT
crl-16603	209	65	learning	learning	NOUN
crl-16603	209	66	-	-	PUNCT
crl-16603	209	67	analytics	analytic	NOUN
crl-16603	209	68	-	-	PUNCT
crl-16603	209	69	policy	policy	NOUN
crl-16603	209	70	[	[	X
crl-16603	209	71	accessed	access	VERB
crl-16603	209	72	26	26	NUM
crl-16603	209	73	february	february	NOUN
crl-16603	209	74	2018	2018	NUM
crl-16603	209	75	]	]	PUNCT
crl-16603	209	76	.	.	PUNCT
crl-16603	210	1	4	4	X
crl-16603	210	2	.	.	X
crl-16603	210	3	victor	victor	PROPN
crl-16603	210	4	m.h	m.h	PROPN
crl-16603	210	5	.	.	PROPN
crl-16603	210	6	borden	borden	PROPN
crl-16603	210	7	,	,	PUNCT
crl-16603	210	8	“	"	PUNCT
crl-16603	210	9	the	the	DET
crl-16603	210	10	accountability	accountability	NOUN
crl-16603	210	11	/	/	SYM
crl-16603	210	12	improvement	improvement	NOUN
crl-16603	210	13	paradox	paradox	NOUN
crl-16603	210	14	,	,	PUNCT
crl-16603	210	15	”	"	PUNCT
crl-16603	210	16	inside	inside	ADP
crl-16603	210	17	higher	high	ADJ
crl-16603	210	18	ed	ed	NOUN
crl-16603	210	19	(	(	PUNCT
crl-16603	210	20	apr	apr	PROPN
crl-16603	210	21	.	.	PROPN
crl-16603	210	22	30	30	NUM
crl-16603	210	23	,	,	PUNCT
crl-16603	210	24	2010	2010	NUM
crl-16603	210	25	)	)	PUNCT
crl-16603	210	26	,	,	PUNCT
crl-16603	210	27	available	available	ADJ
crl-16603	210	28	online	online	ADV
crl-16603	210	29	at	at	ADP
crl-16603	210	30	https://www.insidehighered.com/views/2010/04/30/borden	https://www.insidehighered.com/views/2010/04/30/borden	PRON
crl-16603	210	31	[	[	PUNCT
crl-16603	210	32	accessed	access	VERB
crl-16603	210	33	26	26	NUM
crl-16603	210	34	february	february	NOUN
crl-16603	210	35	2018	2018	NUM
crl-16603	210	36	]	]	PUNCT
crl-16603	210	37	;	;	PUNCT
crl-16603	210	38	megan	megan	NOUN
crl-16603	210	39	oakleaf	oakleaf	NOUN
crl-16603	210	40	,	,	PUNCT
crl-16603	210	41	“	"	PUNCT
crl-16603	210	42	the	the	DET
crl-16603	210	43	value	value	NOUN
crl-16603	210	44	of	of	ADP
crl-16603	210	45	academic	academic	ADJ
crl-16603	210	46	libraries	library	NOUN
crl-16603	210	47	:	:	PUNCT
crl-16603	210	48	a	a	DET
crl-16603	210	49	comprehensive	comprehensive	ADJ
crl-16603	210	50	research	research	NOUN
crl-16603	210	51	review	review	NOUN
crl-16603	210	52	and	and	CCONJ
crl-16603	210	53	report	report	NOUN
crl-16603	210	54	”	"	PUNCT
crl-16603	210	55	(	(	PUNCT
crl-16603	210	56	2010	2010	NUM
crl-16603	210	57	)	)	PUNCT
crl-16603	210	58	,	,	PUNCT
crl-16603	210	59	available	available	ADJ
crl-16603	210	60	online	online	ADV
crl-16603	210	61	at	at	ADP
crl-16603	210	62	www.ala.org/acrl/sites/ala.org.acrl/files/content/	www.ala.org/acrl/sites/ala.org.acrl/files/content/	PROPN
crl-16603	210	63	issues	issue	NOUN
crl-16603	210	64	/	/	SYM
crl-16603	210	65	value	value	NOUN
crl-16603	210	66	/	/	SYM
crl-16603	210	67	val_report.pdf	val_report.pdf	PROPN
crl-16603	211	1	[	[	X
crl-16603	211	2	accessed	access	VERB
crl-16603	211	3	26	26	NUM
crl-16603	211	4	february	february	NOUN
crl-16603	211	5	2018	2018	NUM
crl-16603	211	6	]	]	PUNCT
crl-16603	211	7	.	.	PUNCT
crl-16603	212	1	5	5	X
crl-16603	212	2	.	.	X
crl-16603	212	3	danah	danah	ADJ
crl-16603	212	4	boyd	boyd	PROPN
crl-16603	212	5	and	and	CCONJ
crl-16603	212	6	kate	kate	PROPN
crl-16603	212	7	crawford	crawford	PROPN
crl-16603	212	8	,	,	PUNCT
crl-16603	212	9	“	"	PUNCT
crl-16603	212	10	critical	critical	ADJ
crl-16603	212	11	questions	question	NOUN
crl-16603	212	12	for	for	ADP
crl-16603	212	13	big	big	ADJ
crl-16603	212	14	data	datum	NOUN
crl-16603	212	15	,	,	PUNCT
crl-16603	212	16	”	"	PUNCT
crl-16603	212	17	information	information	NOUN
crl-16603	212	18	,	,	PUNCT
crl-16603	212	19	communication	communication	NOUN
crl-16603	212	20	&	&	CCONJ
crl-16603	212	21	society	society	NOUN
crl-16603	212	22	15	15	NUM
crl-16603	212	23	,	,	PUNCT
crl-16603	212	24	no	no	INTJ
crl-16603	212	25	.	.	NOUN
crl-16603	212	26	5	5	NUM
crl-16603	212	27	,	,	PUNCT
crl-16603	212	28	doi:10.1080/1369118x.2012.678878	doi:10.1080/1369118x.2012.678878	ADJ
crl-16603	212	29	;	;	PUNCT
crl-16603	212	30	solon	solon	NOUN
crl-16603	212	31	barocas	barocas	PROPN
crl-16603	212	32	and	and	CCONJ
crl-16603	212	33	helen	helen	PROPN
crl-16603	212	34	nissenbaum	nissenbaum	PROPN
crl-16603	212	35	,	,	PUNCT
crl-16603	212	36	“	"	PUNCT
crl-16603	212	37	big	big	ADJ
crl-16603	212	38	data	datum	NOUN
crl-16603	212	39	’s	’s	PART
crl-16603	212	40	end	end	NOUN
crl-16603	212	41	run	run	VERB
crl-16603	212	42	around	around	ADP
crl-16603	212	43	anonymity	anonymity	NOUN
crl-16603	212	44	and	and	CCONJ
crl-16603	212	45	consent	consent	NOUN
crl-16603	212	46	,	,	PUNCT
crl-16603	212	47	”	"	PUNCT
crl-16603	212	48	in	in	ADP
crl-16603	212	49	privacy	privacy	NOUN
crl-16603	212	50	,	,	PUNCT
crl-16603	212	51	big	big	ADJ
crl-16603	212	52	data	datum	NOUN
crl-16603	212	53	,	,	PUNCT
crl-16603	212	54	and	and	CCONJ
crl-16603	212	55	the	the	DET
crl-16603	212	56	public	public	ADJ
crl-16603	212	57	good	good	NOUN
crl-16603	212	58	:	:	PUNCT
crl-16603	212	59	frameworks	framework	NOUN
crl-16603	212	60	for	for	ADP
crl-16603	212	61	engagement	engagement	NOUN
crl-16603	212	62	,	,	PUNCT
crl-16603	212	63	eds	eds	PROPN
crl-16603	212	64	.	.	PROPN
crl-16603	212	65	julia	julia	PROPN
crl-16603	212	66	lane	lane	PROPN
crl-16603	212	67	,	,	PUNCT
crl-16603	212	68	victoria	victoria	PROPN
crl-16603	212	69	stodden	stodden	PROPN
crl-16603	212	70	,	,	PUNCT
crl-16603	212	71	stefan	stefan	PROPN
crl-16603	212	72	bender	bender	PROPN
crl-16603	212	73	,	,	PUNCT
crl-16603	212	74	and	and	CCONJ
crl-16603	212	75	helen	helen	PROPN
crl-16603	212	76	nissenbaum	nissenbaum	PROPN
crl-16603	212	77	(	(	PUNCT
crl-16603	212	78	new	new	PROPN
crl-16603	212	79	york	york	PROPN
crl-16603	212	80	,	,	PUNCT
crl-16603	212	81	n.y	n.y	PROPN
crl-16603	212	82	.	.	PROPN
crl-16603	212	83	:	:	PUNCT
crl-16603	212	84	cambridge	cambridge	PROPN
crl-16603	212	85	university	university	PROPN
crl-16603	212	86	press	press	NOUN
crl-16603	212	87	,	,	PUNCT
crl-16603	212	88	2014	2014	NUM
crl-16603	212	89	)	)	PUNCT
crl-16603	212	90	,	,	PUNCT
crl-16603	212	91	46	46	NUM
crl-16603	212	92	.	.	NOUN
crl-16603	212	93	6	6	NUM
crl-16603	212	94	.	.	PUNCT
crl-16603	213	1	jonathan	jonathan	PROPN
crl-16603	213	2	stuart	stuart	PROPN
crl-16603	213	3	ward	ward	PROPN
crl-16603	213	4	and	and	CCONJ
crl-16603	213	5	adam	adam	PROPN
crl-16603	213	6	barker	barker	PROPN
crl-16603	213	7	,	,	PUNCT
crl-16603	213	8	“	"	PUNCT
crl-16603	213	9	undefined	undefined	ADJ
crl-16603	213	10	by	by	ADP
crl-16603	213	11	data	datum	NOUN
crl-16603	213	12	:	:	PUNCT
crl-16603	213	13	a	a	DET
crl-16603	213	14	survey	survey	NOUN
crl-16603	213	15	of	of	ADP
crl-16603	213	16	big	big	ADJ
crl-16603	213	17	data	datum	NOUN
crl-16603	213	18	definitions	definition	NOUN
crl-16603	213	19	,	,	PUNCT
crl-16603	213	20	”	"	PUNCT
crl-16603	213	21	arxiv	arxiv	NOUN
crl-16603	213	22	(	(	PUNCT
crl-16603	213	23	2013	2013	NUM
crl-16603	213	24	)	)	PUNCT
crl-16603	213	25	,	,	PUNCT
crl-16603	213	26	available	available	ADJ
crl-16603	213	27	online	online	ADV
crl-16603	213	28	at	at	ADP
crl-16603	213	29	http://arxiv.org/abs/1309.5821	http://arxiv.org/abs/1309.5821	NOUN
crl-16603	213	30	[	[	PUNCT
crl-16603	213	31	accessed	access	VERB
crl-16603	213	32	26	26	NUM
crl-16603	213	33	february	february	NOUN
crl-16603	213	34	2018	2018	NUM
crl-16603	213	35	]	]	PUNCT
crl-16603	213	36	.	.	PUNCT
crl-16603	214	1	7	7	X
crl-16603	214	2	.	.	X
crl-16603	214	3	jules	jules	PROPN
crl-16603	214	4	j.	j.	PROPN
crl-16603	214	5	berman	berman	PROPN
crl-16603	214	6	,	,	PUNCT
crl-16603	214	7	principles	principle	NOUN
crl-16603	214	8	of	of	ADP
crl-16603	214	9	big	big	ADJ
crl-16603	214	10	data	datum	NOUN
crl-16603	214	11	:	:	PUNCT
crl-16603	214	12	preparing	prepare	VERB
crl-16603	214	13	,	,	PUNCT
crl-16603	214	14	sharing	sharing	NOUN
crl-16603	214	15	,	,	PUNCT
crl-16603	214	16	and	and	CCONJ
crl-16603	214	17	analyzing	analyze	VERB
crl-16603	214	18	complex	complex	ADJ
crl-16603	214	19	information	information	NOUN
crl-16603	214	20	(	(	PUNCT
crl-16603	214	21	waltham	waltham	PROPN
crl-16603	214	22	,	,	PUNCT
crl-16603	214	23	mass	mass	PROPN
crl-16603	214	24	.	.	PUNCT
crl-16603	214	25	:	:	PUNCT
crl-16603	215	1	morgan	morgan	PROPN
crl-16603	215	2	kaufmann	kaufmann	PROPN
crl-16603	215	3	,	,	PUNCT
crl-16603	215	4	2013	2013	NUM
crl-16603	215	5	)	)	PUNCT
crl-16603	215	6	.	.	PUNCT
crl-16603	216	1	8	8	X
crl-16603	216	2	.	.	X
crl-16603	217	1	helen	helen	PROPN
crl-16603	217	2	nissenbaum	nissenbaum	PROPN
crl-16603	217	3	,	,	PUNCT
crl-16603	217	4	“	"	PUNCT
crl-16603	217	5	privacy	privacy	NOUN
crl-16603	217	6	as	as	ADP
crl-16603	217	7	contextual	contextual	ADJ
crl-16603	217	8	integrity	integrity	NOUN
crl-16603	217	9	,	,	PUNCT
crl-16603	217	10	”	"	PUNCT
crl-16603	217	11	washington	washington	PROPN
crl-16603	217	12	law	law	PROPN
crl-16603	217	13	review	review	VERB
crl-16603	217	14	79	79	NUM
crl-16603	217	15	,	,	PUNCT
crl-16603	217	16	no	no	INTJ
crl-16603	217	17	.	.	NOUN
crl-16603	217	18	1	1	NUM
crl-16603	217	19	;	;	PUNCT
crl-16603	217	20	helen	helen	PROPN
crl-16603	217	21	nissenbaum	nissenbaum	PROPN
crl-16603	217	22	,	,	PUNCT
crl-16603	217	23	privacy	privacy	NOUN
crl-16603	217	24	in	in	ADP
crl-16603	217	25	context	context	NOUN
crl-16603	217	26	:	:	PUNCT
crl-16603	217	27	technology	technology	NOUN
crl-16603	217	28	,	,	PUNCT
crl-16603	217	29	policy	policy	NOUN
crl-16603	217	30	,	,	PUNCT
crl-16603	217	31	and	and	CCONJ
crl-16603	217	32	the	the	DET
crl-16603	217	33	integrity	integrity	NOUN
crl-16603	217	34	of	of	ADP
crl-16603	217	35	social	social	ADJ
crl-16603	217	36	life	life	NOUN
crl-16603	217	37	(	(	PUNCT
crl-16603	217	38	stanford	stanford	PROPN
crl-16603	217	39	,	,	PUNCT
crl-16603	217	40	calif	calif	PROPN
crl-16603	217	41	.	.	PUNCT
crl-16603	217	42	:	:	PUNCT
crl-16603	218	1	stanford	stanford	PROPN
crl-16603	218	2	law	law	NOUN
crl-16603	218	3	books	book	NOUN
crl-16603	218	4	,	,	PUNCT
crl-16603	218	5	2010	2010	NUM
crl-16603	218	6	)	)	PUNCT
crl-16603	218	7	.	.	PUNCT
crl-16603	219	1	9	9	X
crl-16603	219	2	.	.	X
crl-16603	219	3	alan	alan	PROPN
crl-16603	219	4	rubel	rubel	PROPN
crl-16603	219	5	and	and	CCONJ
crl-16603	219	6	kyle	kyle	PROPN
crl-16603	219	7	m.l	m.l	PROPN
crl-16603	219	8	.	.	PROPN
crl-16603	219	9	jones	jones	PROPN
crl-16603	219	10	,	,	PUNCT
crl-16603	219	11	“	"	PUNCT
crl-16603	219	12	student	student	NOUN
crl-16603	219	13	privacy	privacy	NOUN
crl-16603	219	14	in	in	ADP
crl-16603	219	15	learning	learn	VERB
crl-16603	219	16	analytics	analytic	NOUN
crl-16603	219	17	:	:	PUNCT
crl-16603	219	18	an	an	DET
crl-16603	219	19	information	information	NOUN
crl-16603	219	20	ethics	ethic	NOUN
crl-16603	219	21	perspective	perspective	NOUN
crl-16603	219	22	,	,	PUNCT
crl-16603	219	23	”	"	PUNCT
crl-16603	219	24	the	the	DET
crl-16603	219	25	information	information	NOUN
crl-16603	219	26	society	society	NOUN
crl-16603	219	27	32	32	NUM
crl-16603	219	28	,	,	PUNCT
crl-16603	219	29	no	no	INTJ
crl-16603	219	30	.	.	NOUN
crl-16603	219	31	2	2	NUM
crl-16603	219	32	;	;	PUNCT
crl-16603	219	33	viktor	viktor	NOUN
crl-16603	219	34	mayer	mayer	NOUN
crl-16603	219	35	-	-	PUNCT
crl-16603	219	36	schönberger	schönberger	NOUN
crl-16603	219	37	and	and	CCONJ
crl-16603	219	38	kenneth	kenneth	PROPN
crl-16603	219	39	cukier	cukier	PROPN
crl-16603	219	40	,	,	PUNCT
crl-16603	219	41	big	big	ADJ
crl-16603	219	42	data	datum	NOUN
crl-16603	219	43	:	:	PUNCT
crl-16603	219	44	a	a	DET
crl-16603	219	45	revolution	revolution	NOUN
crl-16603	219	46	that	that	PRON
crl-16603	219	47	will	will	AUX
crl-16603	219	48	transform	transform	VERB
crl-16603	219	49	how	how	SCONJ
crl-16603	219	50	we	we	PRON
crl-16603	219	51	live	live	VERB
crl-16603	219	52	,	,	PUNCT
crl-16603	219	53	work	work	NOUN
crl-16603	219	54	,	,	PUNCT
crl-16603	219	55	and	and	CCONJ
crl-16603	219	56	think	think	VERB
crl-16603	219	57	(	(	PUNCT
crl-16603	219	58	new	new	PROPN
crl-16603	219	59	york	york	PROPN
crl-16603	219	60	,	,	PUNCT
crl-16603	219	61	n.y	n.y	PROPN
crl-16603	219	62	.	.	PROPN
crl-16603	219	63	:	:	PUNCT
crl-16603	220	1	houghton	houghton	PROPN
crl-16603	220	2	mifflin	mifflin	PROPN
crl-16603	220	3	harcourt	harcourt	PROPN
crl-16603	220	4	,	,	PUNCT
crl-16603	220	5	2013	2013	NUM
crl-16603	220	6	)	)	PUNCT
crl-16603	220	7	.	.	PUNCT
crl-16603	221	1	10	10	NUM
crl-16603	221	2	.	.	PUNCT
crl-16603	222	1	andrew	andrew	PROPN
crl-16603	222	2	gelman	gelman	PROPN
crl-16603	222	3	,	,	PUNCT
crl-16603	222	4	“	"	PUNCT
crl-16603	222	5	too	too	ADV
crl-16603	222	6	good	good	ADJ
crl-16603	222	7	to	to	PART
crl-16603	222	8	be	be	AUX
crl-16603	222	9	true	true	ADJ
crl-16603	222	10	,	,	PUNCT
crl-16603	222	11	”	"	PUNCT
crl-16603	222	12	slate	slate	NOUN
crl-16603	222	13	(	(	PUNCT
crl-16603	222	14	july	july	PROPN
crl-16603	222	15	24	24	NUM
crl-16603	222	16	,	,	PUNCT
crl-16603	222	17	2013	2013	NUM
crl-16603	222	18	):	):	PUNCT
crl-16603	222	19	para	para	PROPN
crl-16603	222	20	.	.	PUNCT
crl-16603	222	21	11	11	NUM
crl-16603	222	22	,	,	PUNCT
crl-16603	222	23	available	available	ADJ
crl-16603	222	24	online	online	ADV
crl-16603	222	25	at	at	ADP
crl-16603	222	26	https://www.slate.com/articles/health_and_science/science/2013/07/statistics_and_psychology_multiple_comparisons_give_spurious_results.html	https://www.slate.com/articles/health_and_science/science/2013/07/statistics_and_psychology_multiple_comparisons_give_spurious_results.html	NOUN
crl-16603	222	27	[	[	X
crl-16603	222	28	accessed	access	VERB
crl-16603	222	29	26	26	NUM
crl-16603	222	30	february	february	NOUN
crl-16603	222	31	2018	2018	NUM
crl-16603	222	32	]	]	PUNCT
crl-16603	222	33	.	.	PUNCT
crl-16603	223	1	11	11	NUM
crl-16603	223	2	.	.	PUNCT
crl-16603	224	1	george	george	PROPN
crl-16603	224	2	siemens	siemens	PROPN
crl-16603	224	3	,	,	PUNCT
crl-16603	224	4	“	"	PUNCT
crl-16603	224	5	learning	learn	VERB
crl-16603	224	6	analytics	analytic	NOUN
crl-16603	224	7	:	:	PUNCT
crl-16603	224	8	envisioning	envision	VERB
crl-16603	224	9	a	a	DET
crl-16603	224	10	research	research	NOUN
crl-16603	224	11	discipline	discipline	NOUN
crl-16603	224	12	and	and	CCONJ
crl-16603	224	13	a	a	DET
crl-16603	224	14	domain	domain	NOUN
crl-16603	224	15	of	of	ADP
crl-16603	224	16	practice	practice	NOUN
crl-16603	224	17	”	"	PUNCT
crl-16603	224	18	(	(	PUNCT
crl-16603	224	19	paper	paper	NOUN
crl-16603	224	20	presented	present	VERB
crl-16603	224	21	at	at	ADP
crl-16603	224	22	the	the	DET
crl-16603	224	23	second	second	ADJ
crl-16603	224	24	international	international	ADJ
crl-16603	224	25	conference	conference	NOUN
crl-16603	224	26	on	on	ADP
crl-16603	224	27	learning	learn	VERB
crl-16603	224	28	analytics	analytic	NOUN
crl-16603	224	29	and	and	CCONJ
crl-16603	224	30	knowledge	knowledge	NOUN
crl-16603	224	31	,	,	PUNCT
crl-16603	224	32	usa	usa	PROPN
crl-16603	224	33	,	,	PUNCT
crl-16603	224	34	2012	2012	NUM
crl-16603	224	35	)	)	PUNCT
crl-16603	224	36	,	,	PUNCT
crl-16603	224	37	4	4	NUM
crl-16603	224	38	.	.	NOUN
crl-16603	224	39	12	12	NUM
crl-16603	224	40	.	.	PUNCT
crl-16603	225	1	joanne	joanne	PROPN
crl-16603	225	2	ingham	ingham	PROPN
crl-16603	225	3	,	,	PUNCT
crl-16603	225	4	“	"	PUNCT
crl-16603	225	5	data	data	NOUN
crl-16603	225	6	warehousing	warehousing	NOUN
crl-16603	225	7	:	:	PUNCT
crl-16603	225	8	a	a	DET
crl-16603	225	9	tool	tool	NOUN
crl-16603	225	10	for	for	ADP
crl-16603	225	11	the	the	DET
crl-16603	225	12	outcomes	outcome	NOUN
crl-16603	225	13	assessment	assessment	NOUN
crl-16603	225	14	process	process	NOUN
crl-16603	225	15	,	,	PUNCT
crl-16603	225	16	”	"	PUNCT
crl-16603	225	17	ieee	ieee	NOUN
crl-16603	225	18	transactions	transaction	NOUN
crl-16603	225	19	on	on	ADP
crl-16603	225	20	education	education	NOUN
crl-16603	225	21	43	43	NUM
crl-16603	225	22	,	,	PUNCT
crl-16603	225	23	no	no	INTJ
crl-16603	225	24	.	.	NOUN
crl-16603	225	25	2	2	NUM
crl-16603	225	26	:	:	SYM
crl-16603	225	27	132	132	NUM
crl-16603	225	28	,	,	PUNCT
crl-16603	225	29	doi:10.1109/13.848064	doi:10.1109/13.848064	PROPN
crl-16603	225	30	.	.	PROPN
crl-16603	225	31	13	13	NUM
crl-16603	225	32	.	.	PUNCT
crl-16603	226	1	john	john	PROPN
crl-16603	226	2	p.	p.	PROPN
crl-16603	226	3	campbell	campbell	PROPN
crl-16603	226	4	,	,	PUNCT
crl-16603	226	5	peter	peter	PROPN
crl-16603	226	6	b.	b.	PROPN
crl-16603	226	7	deblois	deblois	PROPN
crl-16603	226	8	,	,	PUNCT
crl-16603	226	9	and	and	CCONJ
crl-16603	226	10	diana	diana	PROPN
crl-16603	226	11	g.	g.	PROPN
crl-16603	226	12	oblinger	oblinger	PROPN
crl-16603	226	13	,	,	PUNCT
crl-16603	226	14	“	"	PUNCT
crl-16603	226	15	academic	academic	ADJ
crl-16603	226	16	analytics	analytic	NOUN
crl-16603	226	17	:	:	PUNCT
crl-16603	226	18	a	a	DET
crl-16603	226	19	new	new	ADJ
crl-16603	226	20	tool	tool	NOUN
crl-16603	226	21	for	for	ADP
crl-16603	226	22	a	a	DET
crl-16603	226	23	new	new	ADJ
crl-16603	226	24	era	era	NOUN
crl-16603	226	25	,	,	PUNCT
crl-16603	226	26	”	"	PUNCT
crl-16603	226	27	educause	educause	NOUN
crl-16603	226	28	review	review	NOUN
crl-16603	226	29	42	42	NUM
crl-16603	226	30	,	,	PUNCT
crl-16603	226	31	no	no	INTJ
crl-16603	226	32	.	.	NOUN
crl-16603	226	33	4	4	NUM
crl-16603	226	34	,	,	PUNCT
crl-16603	226	35	available	available	ADJ
crl-16603	226	36	online	online	ADV
crl-16603	226	37	at	at	ADP
crl-16603	226	38	https://er.educause.edu/	https://er.educause.edu/	PROPN
crl-16603	226	39	articles/2007/7	articles/2007/7	ADJ
crl-16603	226	40	/	/	SYM
crl-16603	226	41	academic	academic	ADJ
crl-16603	226	42	-	-	PUNCT
crl-16603	226	43	analytics	analytic	NOUN
crl-16603	226	44	-	-	PUNCT
crl-16603	226	45	a	a	DET
crl-16603	226	46	-	-	PUNCT
crl-16603	226	47	new	new	ADJ
crl-16603	226	48	-	-	PUNCT
crl-16603	226	49	tool	tool	NOUN
crl-16603	226	50	-	-	PUNCT
crl-16603	226	51	for	for	ADP
crl-16603	226	52	-	-	PUNCT
crl-16603	226	53	a	a	DET
crl-16603	226	54	-	-	PUNCT
crl-16603	226	55	new	new	ADJ
crl-16603	226	56	-	-	PUNCT
crl-16603	226	57	era	era	NOUN
crl-16603	226	58	[	[	PUNCT
crl-16603	226	59	accessed	access	VERB
crl-16603	226	60	26	26	NUM
crl-16603	226	61	february	february	NOUN
crl-16603	226	62	2018	2018	NUM
crl-16603	226	63	]	]	PUNCT
crl-16603	226	64	;	;	PUNCT
crl-16603	226	65	jerrold	jerrold	PROPN
crl-16603	226	66	m.	m.	PROPN
crl-16603	226	67	grochow	grochow	PROPN
crl-16603	226	68	,	,	PUNCT
crl-16603	226	69	“	"	PUNCT
crl-16603	226	70	it	it	PRON
crl-16603	226	71	infrastructure	infrastructure	VERB
crl-16603	226	72	to	to	PART
crl-16603	226	73	support	support	VERB
crl-16603	226	74	analytics	analytic	NOUN
crl-16603	226	75	”	"	PUNCT
crl-16603	226	76	(	(	PUNCT
crl-16603	226	77	2012	2012	NUM
crl-16603	226	78	)	)	PUNCT
crl-16603	226	79	,	,	PUNCT
crl-16603	226	80	available	available	ADJ
crl-16603	226	81	online	online	ADV
crl-16603	226	82	at	at	ADP
crl-16603	226	83	https://library	https://library	PROPN
crl-16603	226	84	.	.	PUNCT
crl-16603	226	85	https://www.jisc.ac.uk/sites/default/files/jd0040_code_of_practice_for_learning_analytics_190515_v1.pdf	https://www.jisc.ac.uk/sites/default/files/jd0040_code_of_practice_for_learning_analytics_190515_v1.pdf	NOUN
crl-16603	226	86	https://www.jisc.ac.uk/sites/default/files/jd0040_code_of_practice_for_learning_analytics_190515_v1.pdf	https://www.jisc.ac.uk/sites/default/files/jd0040_code_of_practice_for_learning_analytics_190515_v1.pdf	NOUN
crl-16603	226	87	http://www.csu.edu.au/__data/assets/pdf_file/0007/2160484/2016_csu_learninganalyticscodepractice.pdf	http://www.csu.edu.au/__data/assets/pdf_file/0007/2160484/2016_csu_learninganalyticscodepractice.pdf	NOUN
crl-16603	226	88	http://www.csu.edu.au/__data/assets/pdf_file/0007/2160484/2016_csu_learninganalyticscodepractice.pdf	http://www.csu.edu.au/__data/assets/pdf_file/0007/2160484/2016_csu_learninganalyticscodepractice.pdf	NOUN
crl-16603	226	89	https://www.open.ac.uk/students/charter/essential-documents/ethical-use-student-data-learning-analytics-policy	https://www.open.ac.uk/students/charter/essential-documents/ethical-use-student-data-learning-analytics-policy	PROPN
crl-16603	226	90	https://www.open.ac.uk/students/charter/essential-documents/ethical-use-student-data-learning-analytics-policy	https://www.open.ac.uk/students/charter/essential-documents/ethical-use-student-data-learning-analytics-policy	PROPN
crl-16603	226	91	https://www.insidehighered.com/views/2010/04/30/borden	https://www.insidehighered.com/views/2010/04/30/borden	PUNCT
crl-16603	226	92	http://www.ala.org/acrl/sites/ala.org.acrl/files/content/issues/value/val_report.pdf	http://www.ala.org/acrl/sites/ala.org.acrl/files/content/issues/value/val_report.pdf	PROPN
crl-16603	226	93	http://www.ala.org/acrl/sites/ala.org.acrl/files/content/issues/value/val_report.pdf	http://www.ala.org/acrl/sites/ala.org.acrl/files/content/issues/value/val_report.pdf	PROPN
crl-16603	226	94	https://doi.org/10.1080/1369118x.2012.678878	https://doi.org/10.1080/1369118x.2012.678878	ADJ
crl-16603	226	95	http://arxiv.org/abs/1309.5821	http://arxiv.org/abs/1309.5821	NOUN
crl-16603	226	96	https://www.slate.com/articles/health_and_science/science/2013/07/statistics_and_psychology_multiple_comparisons_give_spurious_results.html	https://www.slate.com/articles/health_and_science/science/2013/07/statistics_and_psychology_multiple_comparisons_give_spurious_results.html	X
crl-16603	226	97	https://www.slate.com/articles/health_and_science/science/2013/07/statistics_and_psychology_multiple_comparisons_give_spurious_results.html	https://www.slate.com/articles/health_and_science/science/2013/07/statistics_and_psychology_multiple_comparisons_give_spurious_results.html	PROPN
crl-16603	226	98	https://doi.org/10.1109/13.848064	https://doi.org/10.1109/13.848064	PROPN
crl-16603	226	99	https://er.educause.edu/articles/2007/7/academic-analytics-a-new-tool-for-a-new-era	https://er.educause.edu/articles/2007/7/academic-analytics-a-new-tool-for-a-new-era	NOUN
crl-16603	226	100	https://er.educause.edu/articles/2007/7/academic-analytics-a-new-tool-for-a-new-era	https://er.educause.edu/articles/2007/7/academic-analytics-a-new-tool-for-a-new-era	NOUN
crl-16603	227	1	https://library.educause.edu/~/media/files/library/2012/10/erb1212-pdf.pdf	https://library.educause.edu/~/media/files/library/2012/10/erb1212-pdf.pdf	PROPN
crl-16603	227	2	318	318	NUM
crl-16603	227	3	college	college	PROPN
crl-16603	227	4	&	&	CCONJ
crl-16603	227	5	research	research	PROPN
crl-16603	227	6	libraries	library	NOUN
crl-16603	227	7	april	april	PROPN
crl-16603	227	8	2018	2018	NUM
crl-16603	228	1	educause.edu/~/media/files/library/2012/10/erb1212-pdf.pdf	educause.edu/~/media/files/library/2012/10/erb1212-pdf.pdf	PROPN
crl-16603	228	2	[	[	AUX
crl-16603	228	3	accessed	access	VERB
crl-16603	228	4	26	26	NUM
crl-16603	228	5	february	february	NOUN
crl-16603	228	6	2018	2018	NUM
crl-16603	228	7	]	]	PUNCT
crl-16603	228	8	;	;	PUNCT
crl-16603	228	9	ronald	ronald	PROPN
crl-16603	228	10	yanosky	yanosky	PROPN
crl-16603	228	11	and	and	CCONJ
crl-16603	228	12	pam	pam	PROPN
crl-16603	228	13	arroway	arroway	PROPN
crl-16603	228	14	,	,	PUNCT
crl-16603	228	15	“	"	PUNCT
crl-16603	228	16	the	the	DET
crl-16603	228	17	analytics	analytic	NOUN
crl-16603	228	18	landscape	landscape	NOUN
crl-16603	228	19	in	in	ADP
crl-16603	228	20	higher	high	ADJ
crl-16603	228	21	education	education	NOUN
crl-16603	228	22	”	"	PUNCT
crl-16603	228	23	(	(	PUNCT
crl-16603	228	24	2015	2015	NUM
crl-16603	228	25	)	)	PUNCT
crl-16603	228	26	,	,	PUNCT
crl-16603	228	27	available	available	ADJ
crl-16603	228	28	online	online	ADV
crl-16603	228	29	at	at	ADP
crl-16603	228	30	https://library.educause.edu/~/media/files/library/2015/5/ers1504cl.pdf	https://library.educause.edu/~/media/files/library/2015/5/ers1504cl.pdf	PROPN
crl-16603	228	31	[	[	X
crl-16603	228	32	accessed	access	VERB
crl-16603	228	33	26	26	NUM
crl-16603	228	34	february	february	NOUN
crl-16603	228	35	2018	2018	NUM
crl-16603	228	36	]	]	PUNCT
crl-16603	228	37	.	.	PUNCT
crl-16603	229	1	14	14	NUM
crl-16603	229	2	.	.	PUNCT
crl-16603	230	1	niall	niall	PROPN
crl-16603	230	2	sclater	sclater	PROPN
crl-16603	230	3	,	,	PUNCT
crl-16603	230	4	alice	alice	PROPN
crl-16603	230	5	peasgood	peasgood	PROPN
crl-16603	230	6	,	,	PUNCT
crl-16603	230	7	and	and	CCONJ
crl-16603	230	8	joel	joel	PROPN
crl-16603	230	9	mullan	mullan	PROPN
crl-16603	230	10	,	,	PUNCT
crl-16603	230	11	“	"	PUNCT
crl-16603	230	12	learning	learn	VERB
crl-16603	230	13	analytics	analytic	NOUN
crl-16603	230	14	in	in	ADP
crl-16603	230	15	higher	high	ADJ
crl-16603	230	16	education	education	NOUN
crl-16603	230	17	:	:	PUNCT
crl-16603	230	18	a	a	DET
crl-16603	230	19	review	review	NOUN
crl-16603	230	20	of	of	ADP
crl-16603	230	21	uk	uk	PROPN
crl-16603	230	22	and	and	CCONJ
crl-16603	230	23	international	international	ADJ
crl-16603	230	24	practice	practice	NOUN
crl-16603	230	25	”	"	PUNCT
crl-16603	230	26	(	(	PUNCT
crl-16603	230	27	2016	2016	NUM
crl-16603	230	28	)	)	PUNCT
crl-16603	230	29	,	,	PUNCT
crl-16603	230	30	available	available	ADJ
crl-16603	230	31	online	online	ADV
crl-16603	230	32	at	at	ADP
crl-16603	230	33	https://www.jisc.ac.uk/sites/	https://www.jisc.ac.uk/sites/	PROPN
crl-16603	230	34	default	default	NOUN
crl-16603	230	35	/	/	SYM
crl-16603	230	36	files	file	NOUN
crl-16603	230	37	/	/	SYM
crl-16603	230	38	learning	learning	NOUN
crl-16603	230	39	-	-	PUNCT
crl-16603	230	40	analytics	analytic	NOUN
crl-16603	230	41	-	-	PUNCT
crl-16603	230	42	in	in	ADP
crl-16603	230	43	-	-	PUNCT
crl-16603	230	44	he	he	PRON
crl-16603	230	45	-	-	PUNCT
crl-16603	230	46	v3.pdf	v3.pdf	NOUN
crl-16603	231	1	[	[	X
crl-16603	231	2	accessed	access	VERB
crl-16603	231	3	26	26	NUM
crl-16603	231	4	february	february	NOUN
crl-16603	231	5	2018	2018	NUM
crl-16603	231	6	]	]	PUNCT
crl-16603	231	7	;	;	PUNCT
crl-16603	231	8	mark	mark	PROPN
crl-16603	231	9	van	van	PROPN
crl-16603	231	10	harmelen	harmelen	PROPN
crl-16603	231	11	and	and	CCONJ
crl-16603	231	12	david	david	PROPN
crl-16603	231	13	workman	workman	PROPN
crl-16603	231	14	,	,	PUNCT
crl-16603	231	15	“	"	PUNCT
crl-16603	231	16	analytics	analytic	NOUN
crl-16603	231	17	for	for	ADP
crl-16603	231	18	learning	learning	NOUN
crl-16603	231	19	and	and	CCONJ
crl-16603	231	20	teaching	teaching	NOUN
crl-16603	231	21	”	"	PUNCT
crl-16603	231	22	(	(	PUNCT
crl-16603	231	23	2012	2012	NUM
crl-16603	231	24	)	)	PUNCT
crl-16603	231	25	,	,	PUNCT
crl-16603	231	26	available	available	ADJ
crl-16603	231	27	online	online	ADV
crl-16603	231	28	at	at	ADP
crl-16603	231	29	http://publications.cetis.org.uk/wp-content/uploads/2012/11/analytics-for-learning-and-teaching-vol1-no3	http://publications.cetis.org.uk/wp-content/uploads/2012/11/analytics-for-learning-and-teaching-vol1-no3	PROPN
crl-16603	231	30	.	.	PUNCT
crl-16603	232	1	pdf	pdf	NOUN
crl-16603	233	1	[	[	X
crl-16603	233	2	accessed	access	VERB
crl-16603	233	3	26	26	NUM
crl-16603	233	4	february	february	NOUN
crl-16603	233	5	2018	2018	NUM
crl-16603	233	6	]	]	PUNCT
crl-16603	233	7	.	.	PUNCT
crl-16603	234	1	15	15	NUM
crl-16603	234	2	.	.	PUNCT
crl-16603	235	1	xanthe	xanthe	PROPN
crl-16603	235	2	shacklock	shacklock	PROPN
crl-16603	235	3	,	,	PUNCT
crl-16603	235	4	“	"	PUNCT
crl-16603	235	5	from	from	ADP
crl-16603	235	6	bricks	brick	NOUN
crl-16603	235	7	to	to	PART
crl-16603	235	8	clicks	click	VERB
crl-16603	235	9	:	:	PUNCT
crl-16603	235	10	the	the	DET
crl-16603	235	11	potential	potential	NOUN
crl-16603	235	12	of	of	ADP
crl-16603	235	13	data	datum	NOUN
crl-16603	235	14	and	and	CCONJ
crl-16603	235	15	analytics	analytic	NOUN
crl-16603	235	16	in	in	ADP
crl-16603	235	17	higher	high	ADJ
crl-16603	235	18	education	education	NOUN
crl-16603	235	19	”	"	PUNCT
crl-16603	235	20	(	(	PUNCT
crl-16603	235	21	2016	2016	NUM
crl-16603	235	22	)	)	PUNCT
crl-16603	235	23	,	,	PUNCT
crl-16603	235	24	available	available	ADJ
crl-16603	235	25	online	online	ADV
crl-16603	235	26	at	at	ADP
crl-16603	235	27	www.policyconnect.org.uk/hec/sites/site_hec/files/report/419/fieldreportdownload/frombrickstoclicks-hecreportforweb.pdf	www.policyconnect.org.uk/hec/sites/site_hec/files/report/419/fieldreportdownload/frombrickstoclicks-hecreportforweb.pdf	PROPN
crl-16603	235	28	[	[	X
crl-16603	235	29	accessed	access	VERB
crl-16603	235	30	26	26	NUM
crl-16603	235	31	february	february	NOUN
crl-16603	235	32	2018	2018	NUM
crl-16603	235	33	]	]	PUNCT
crl-16603	235	34	.	.	PUNCT
crl-16603	236	1	16	16	NUM
crl-16603	236	2	.	.	PUNCT
crl-16603	237	1	w.	w.	PROPN
crl-16603	237	2	kent	kent	PROPN
crl-16603	237	3	barnds	barnd	VERB
crl-16603	237	4	,	,	PUNCT
crl-16603	237	5	“	"	PUNCT
crl-16603	237	6	does	do	AUX
crl-16603	237	7	big	big	ADJ
crl-16603	237	8	data	datum	NOUN
crl-16603	237	9	know	know	VERB
crl-16603	237	10	best	well	ADV
crl-16603	237	11	?	?	PUNCT
crl-16603	238	1	nsa	nsa	PROPN
crl-16603	238	2	and	and	CCONJ
crl-16603	238	3	college	college	NOUN
crl-16603	238	4	admissions	admission	NOUN
crl-16603	238	5	,	,	PUNCT
crl-16603	238	6	”	"	PUNCT
crl-16603	238	7	huffington	huffington	PROPN
crl-16603	238	8	post	post	PROPN
crl-16603	238	9	(	(	PUNCT
crl-16603	238	10	june	june	PROPN
crl-16603	238	11	19	19	NUM
crl-16603	238	12	,	,	PUNCT
crl-16603	238	13	2013	2013	NUM
crl-16603	238	14	)	)	PUNCT
crl-16603	238	15	,	,	PUNCT
crl-16603	238	16	available	available	ADJ
crl-16603	238	17	online	online	ADV
crl-16603	238	18	at	at	ADP
crl-16603	238	19	www.huffingtonpost.com/w-kent-barnds/does-big-dataknow-best-n_b_3460096.html	www.huffingtonpost.com/w-kent-barnds/does-big-dataknow-best-n_b_3460096.html	PROPN
crl-16603	238	20	[	[	X
crl-16603	238	21	accessed	access	VERB
crl-16603	238	22	26	26	NUM
crl-16603	238	23	february	february	NOUN
crl-16603	238	24	2018	2018	NUM
crl-16603	238	25	]	]	PUNCT
crl-16603	238	26	;	;	PUNCT
crl-16603	238	27	nelia	nelia	PROPN
crl-16603	238	28	ereno	ereno	NOUN
crl-16603	238	29	,	,	PUNCT
crl-16603	238	30	kurt	kurt	PROPN
crl-16603	238	31	junshean	junshean	PROPN
crl-16603	238	32	espinosa	espinosa	PROPN
crl-16603	238	33	,	,	PUNCT
crl-16603	238	34	and	and	CCONJ
crl-16603	238	35	ryan	ryan	PROPN
crl-16603	238	36	ciriaco	ciriaco	PROPN
crl-16603	238	37	dulaca	dulaca	PROPN
crl-16603	238	38	,	,	PUNCT
crl-16603	238	39	“	"	PUNCT
crl-16603	238	40	an	an	DET
crl-16603	238	41	integrated	integrate	VERB
crl-16603	238	42	framework	framework	NOUN
crl-16603	238	43	on	on	ADP
crl-16603	238	44	alumni	alumnus	NOUN
crl-16603	238	45	tracking	tracking	NOUN
crl-16603	238	46	,	,	PUNCT
crl-16603	238	47	individual	individual	ADJ
crl-16603	238	48	profiling	profiling	NOUN
crl-16603	238	49	for	for	ADP
crl-16603	238	50	automated	automate	VERB
crl-16603	238	51	data	data	NOUN
crl-16603	238	52	analytics	analytic	NOUN
crl-16603	238	53	and	and	CCONJ
crl-16603	238	54	engagement	engagement	NOUN
crl-16603	238	55	,	,	PUNCT
crl-16603	238	56	”	"	PUNCT
crl-16603	238	57	international	international	ADJ
crl-16603	238	58	journal	journal	NOUN
crl-16603	238	59	of	of	ADP
crl-16603	238	60	computer	computer	NOUN
crl-16603	238	61	systems	system	NOUN
crl-16603	238	62	3	3	NUM
crl-16603	238	63	,	,	PUNCT
crl-16603	238	64	no	no	INTJ
crl-16603	238	65	.	.	NOUN
crl-16603	238	66	1	1	NUM
crl-16603	238	67	,	,	PUNCT
crl-16603	238	68	available	available	ADJ
crl-16603	238	69	online	online	ADV
crl-16603	238	70	at	at	ADP
crl-16603	238	71	www.ijcsonline.com/ijcs/ijcs_2016_0301007.pdf	www.ijcsonline.com/ijcs/ijcs_2016_0301007.pdf	PROPN
crl-16603	239	1	[	[	X
crl-16603	239	2	accessed	access	VERB
crl-16603	239	3	26	26	NUM
crl-16603	239	4	february	february	NOUN
crl-16603	239	5	2018	2018	NUM
crl-16603	239	6	]	]	PUNCT
crl-16603	239	7	.	.	PUNCT
crl-16603	240	1	17	17	NUM
crl-16603	240	2	.	.	PUNCT
crl-16603	241	1	van	van	PROPN
crl-16603	241	2	harmelen	harmelen	VERB
crl-16603	241	3	and	and	CCONJ
crl-16603	241	4	workman	workman	NOUN
crl-16603	241	5	,	,	PUNCT
crl-16603	241	6	“	"	PUNCT
crl-16603	241	7	analytics	analytic	NOUN
crl-16603	241	8	for	for	ADP
crl-16603	241	9	learning	learning	NOUN
crl-16603	241	10	and	and	CCONJ
crl-16603	241	11	teaching	teaching	NOUN
crl-16603	241	12	.	.	PUNCT
crl-16603	241	13	”	"	PUNCT
crl-16603	242	1	18	18	NUM
crl-16603	242	2	.	.	PUNCT
crl-16603	243	1	mayer	mayer	PROPN
crl-16603	243	2	-	-	PUNCT
crl-16603	243	3	schönberger	schönberger	NOUN
crl-16603	243	4	and	and	CCONJ
crl-16603	243	5	cukier	cukier	NOUN
crl-16603	243	6	,	,	PUNCT
crl-16603	243	7	big	big	ADJ
crl-16603	243	8	data	datum	NOUN
crl-16603	243	9	,	,	PUNCT
crl-16603	243	10	113	113	NUM
crl-16603	243	11	.	.	PUNCT
crl-16603	243	12	19	19	NUM
crl-16603	243	13	.	.	PUNCT
crl-16603	244	1	phillip	phillip	NOUN
crl-16603	244	2	long	long	ADV
crl-16603	244	3	and	and	CCONJ
crl-16603	244	4	george	george	PROPN
crl-16603	244	5	siemens	siemens	PROPN
crl-16603	244	6	,	,	PUNCT
crl-16603	244	7	“	"	PUNCT
crl-16603	244	8	penetrating	penetrate	VERB
crl-16603	244	9	the	the	DET
crl-16603	244	10	fog	fog	NOUN
crl-16603	244	11	:	:	PUNCT
crl-16603	244	12	analytics	analytic	NOUN
crl-16603	244	13	in	in	ADP
crl-16603	244	14	learning	learning	NOUN
crl-16603	244	15	and	and	CCONJ
crl-16603	244	16	education	education	NOUN
crl-16603	244	17	,	,	PUNCT
crl-16603	244	18	”	"	PUNCT
crl-16603	244	19	educause	educause	NOUN
crl-16603	244	20	review	review	NOUN
crl-16603	244	21	46	46	NUM
crl-16603	244	22	,	,	PUNCT
crl-16603	244	23	no	no	INTJ
crl-16603	244	24	.	.	NOUN
crl-16603	244	25	5	5	NUM
crl-16603	244	26	(	(	PUNCT
crl-16603	244	27	september	september	PROPN
crl-16603	244	28	/	/	SYM
crl-16603	244	29	october	october	PROPN
crl-16603	244	30	2011	2011	NUM
crl-16603	244	31	):	):	PUNCT
crl-16603	244	32	32	32	NUM
crl-16603	244	33	,	,	PUNCT
crl-16603	244	34	available	available	ADJ
crl-16603	244	35	online	online	ADV
crl-16603	244	36	at	at	ADP
crl-16603	244	37	https://	https://	PROPN
crl-16603	244	38	er.educause.edu/articles/2011/9/penetrating-the-fog-analytics-in-learning-and-education	er.educause.edu/articles/2011/9/penetrating-the-fog-analytics-in-learning-and-education	NOUN
crl-16603	244	39	[	[	PUNCT
crl-16603	244	40	accessed	access	VERB
crl-16603	244	41	14	14	NUM
crl-16603	244	42	february	february	NOUN
crl-16603	244	43	2018	2018	NUM
crl-16603	244	44	]	]	PUNCT
crl-16603	244	45	.	.	PUNCT
crl-16603	245	1	20	20	NUM
crl-16603	245	2	.	.	PUNCT
crl-16603	246	1	c.l	c.l	PROPN
crl-16603	246	2	.	.	PROPN
crl-16603	246	3	philip	philip	PROPN
crl-16603	246	4	chen	chen	PROPN
crl-16603	246	5	and	and	CCONJ
crl-16603	246	6	chun	chun	PROPN
crl-16603	246	7	-	-	PUNCT
crl-16603	246	8	yang	yang	PROPN
crl-16603	246	9	zhang	zhang	PROPN
crl-16603	246	10	,	,	PUNCT
crl-16603	246	11	“	"	PUNCT
crl-16603	246	12	data	data	NOUN
crl-16603	246	13	-	-	PUNCT
crl-16603	246	14	intensive	intensive	ADJ
crl-16603	246	15	applications	application	NOUN
crl-16603	246	16	,	,	PUNCT
crl-16603	246	17	challenges	challenge	NOUN
crl-16603	246	18	,	,	PUNCT
crl-16603	246	19	techniques	technique	NOUN
crl-16603	246	20	and	and	CCONJ
crl-16603	246	21	technologies	technology	NOUN
crl-16603	246	22	:	:	PUNCT
crl-16603	246	23	a	a	DET
crl-16603	246	24	survey	survey	NOUN
crl-16603	246	25	on	on	ADP
crl-16603	246	26	big	big	ADJ
crl-16603	246	27	data	datum	NOUN
crl-16603	246	28	,	,	PUNCT
crl-16603	246	29	”	"	PUNCT
crl-16603	246	30	information	information	NOUN
crl-16603	246	31	sciences	science	NOUN
crl-16603	246	32	275	275	NUM
crl-16603	246	33	(	(	PUNCT
crl-16603	246	34	2014	2014	NUM
crl-16603	246	35	)	)	PUNCT
crl-16603	246	36	,	,	PUNCT
crl-16603	246	37	doi:10.1016	doi:10.1016	PROPN
crl-16603	246	38	/	/	SYM
crl-16603	246	39	j.	j.	PROPN
crl-16603	246	40	ins.2014.01.015	ins.2014.01.015	PROPN
crl-16603	246	41	;	;	PUNCT
crl-16603	246	42	steve	steve	PROPN
crl-16603	246	43	lavalle	lavalle	PROPN
crl-16603	246	44	,	,	PUNCT
crl-16603	246	45	eric	eric	PROPN
crl-16603	246	46	lesser	lesser	PROPN
crl-16603	246	47	,	,	PUNCT
crl-16603	246	48	rebecca	rebecca	PROPN
crl-16603	246	49	shockley	shockley	PROPN
crl-16603	246	50	,	,	PUNCT
crl-16603	246	51	michael	michael	PROPN
crl-16603	246	52	s.	s.	PROPN
crl-16603	246	53	hopkins	hopkins	PROPN
crl-16603	246	54	,	,	PUNCT
crl-16603	246	55	and	and	CCONJ
crl-16603	246	56	nina	nina	PROPN
crl-16603	246	57	kruschwitz	kruschwitz	PROPN
crl-16603	246	58	,	,	PUNCT
crl-16603	246	59	“	"	PUNCT
crl-16603	246	60	big	big	ADJ
crl-16603	246	61	data	datum	NOUN
crl-16603	246	62	,	,	PUNCT
crl-16603	246	63	analytics	analytic	NOUN
crl-16603	246	64	and	and	CCONJ
crl-16603	246	65	the	the	DET
crl-16603	246	66	path	path	NOUN
crl-16603	246	67	from	from	ADP
crl-16603	246	68	insights	insight	NOUN
crl-16603	246	69	to	to	ADP
crl-16603	246	70	value	value	NOUN
crl-16603	246	71	,	,	PUNCT
crl-16603	246	72	”	"	PUNCT
crl-16603	246	73	mit	mit	PROPN
crl-16603	246	74	sloan	sloan	PROPN
crl-16603	246	75	management	management	NOUN
crl-16603	246	76	review	review	NOUN
crl-16603	246	77	52	52	NUM
crl-16603	246	78	,	,	PUNCT
crl-16603	246	79	no	no	INTJ
crl-16603	246	80	.	.	NOUN
crl-16603	246	81	2	2	NUM
crl-16603	246	82	,	,	PUNCT
crl-16603	246	83	available	available	ADJ
crl-16603	246	84	online	online	ADV
crl-16603	246	85	at	at	ADP
crl-16603	246	86	http://sloanreview.mit.edu/article/big-data-analytics-andthe-path-from-insights-to-value	http://sloanreview.mit.edu/article/big-data-analytics-andthe-path-from-insights-to-value	NOUN
crl-16603	246	87	[	[	X
crl-16603	246	88	accessed	access	VERB
crl-16603	246	89	26	26	NUM
crl-16603	246	90	february	february	NOUN
crl-16603	246	91	2018	2018	NUM
crl-16603	246	92	]	]	PUNCT
crl-16603	246	93	;	;	PUNCT
crl-16603	246	94	james	james	PROPN
crl-16603	246	95	manyika	manyika	PROPN
crl-16603	246	96	,	,	PUNCT
crl-16603	246	97	michael	michael	PROPN
crl-16603	246	98	chui	chui	PROPN
crl-16603	246	99	,	,	PUNCT
crl-16603	246	100	brad	brad	PROPN
crl-16603	246	101	brown	brown	PROPN
crl-16603	246	102	,	,	PUNCT
crl-16603	246	103	jacques	jacques	PROPN
crl-16603	246	104	bughin	bughin	PROPN
crl-16603	246	105	,	,	PUNCT
crl-16603	246	106	richard	richard	PROPN
crl-16603	246	107	dobbs	dobbs	PROPN
crl-16603	246	108	,	,	PUNCT
crl-16603	246	109	charles	charles	PROPN
crl-16603	246	110	roxburgh	roxburgh	PROPN
crl-16603	246	111	,	,	PUNCT
crl-16603	246	112	and	and	CCONJ
crl-16603	246	113	angela	angela	PROPN
crl-16603	246	114	hung	hung	PROPN
crl-16603	246	115	byers	byer	NOUN
crl-16603	246	116	,	,	PUNCT
crl-16603	246	117	“	"	PUNCT
crl-16603	246	118	big	big	ADJ
crl-16603	246	119	data	datum	NOUN
crl-16603	246	120	:	:	PUNCT
crl-16603	246	121	the	the	DET
crl-16603	246	122	next	next	ADJ
crl-16603	246	123	frontier	frontier	NOUN
crl-16603	246	124	for	for	ADP
crl-16603	246	125	innovation	innovation	NOUN
crl-16603	246	126	,	,	PUNCT
crl-16603	246	127	competition	competition	NOUN
crl-16603	246	128	,	,	PUNCT
crl-16603	246	129	and	and	CCONJ
crl-16603	246	130	productivity	productivity	NOUN
crl-16603	246	131	”	"	PUNCT
crl-16603	246	132	(	(	PUNCT
crl-16603	246	133	2011	2011	NUM
crl-16603	246	134	)	)	PUNCT
crl-16603	246	135	,	,	PUNCT
crl-16603	246	136	available	available	ADJ
crl-16603	246	137	online	online	ADV
crl-16603	246	138	at	at	ADP
crl-16603	246	139	www.mckinsey.com/business-functions/business-technology/our-insights/big-data-the-nextfrontier-for-innovation	www.mckinsey.com/business-functions/business-technology/our-insights/big-data-the-nextfrontier-for-innovation	NOUN
crl-16603	246	140	[	[	X
crl-16603	246	141	accessed	access	VERB
crl-16603	246	142	26	26	NUM
crl-16603	246	143	february	february	NOUN
crl-16603	246	144	2018	2018	NUM
crl-16603	246	145	]	]	PUNCT
crl-16603	246	146	.	.	PUNCT
crl-16603	247	1	21	21	NUM
crl-16603	247	2	.	.	PUNCT
crl-16603	248	1	philip	philip	PROPN
crl-16603	248	2	j.	j.	PROPN
crl-16603	248	3	goldstein	goldstein	PROPN
crl-16603	248	4	and	and	CCONJ
crl-16603	248	5	richard	richard	PROPN
crl-16603	248	6	n.	n.	PROPN
crl-16603	248	7	katz	katz	PROPN
crl-16603	248	8	,	,	PUNCT
crl-16603	248	9	“	"	PUNCT
crl-16603	248	10	academic	academic	ADJ
crl-16603	248	11	analytics	analytic	NOUN
crl-16603	248	12	:	:	PUNCT
crl-16603	248	13	the	the	DET
crl-16603	248	14	uses	use	NOUN
crl-16603	248	15	of	of	ADP
crl-16603	248	16	management	management	NOUN
crl-16603	248	17	information	information	NOUN
crl-16603	248	18	and	and	CCONJ
crl-16603	248	19	t	t	PROPN
crl-16603	248	20	in	in	ADP
crl-16603	248	21	higher	high	ADJ
crl-16603	248	22	education	education	NOUN
crl-16603	248	23	”	"	PUNCT
crl-16603	248	24	(	(	PUNCT
crl-16603	248	25	2005	2005	NUM
crl-16603	248	26	)	)	PUNCT
crl-16603	248	27	,	,	PUNCT
crl-16603	248	28	available	available	ADJ
crl-16603	248	29	online	online	ADV
crl-16603	248	30	at	at	ADP
crl-16603	248	31	https://er.educause.edu/~/	https://er.educause.edu/~/	PROPN
crl-16603	248	32	media	medium	NOUN
crl-16603	248	33	/	/	SYM
crl-16603	248	34	files	file	NOUN
crl-16603	248	35	/	/	SYM
crl-16603	248	36	articles/2007/7	articles/2007/7	ADJ
crl-16603	248	37	/	/	SYM
crl-16603	248	38	ekf0508.pdf	ekf0508.pdf	NOUN
crl-16603	248	39	[	[	X
crl-16603	248	40	accessed	access	VERB
crl-16603	248	41	14	14	NUM
crl-16603	248	42	february	february	NOUN
crl-16603	248	43	2018	2018	NUM
crl-16603	248	44	]	]	PUNCT
crl-16603	248	45	.	.	PUNCT
crl-16603	249	1	22	22	NUM
crl-16603	249	2	.	.	PUNCT
crl-16603	250	1	angela	angela	PROPN
crl-16603	250	2	van	van	PROPN
crl-16603	250	3	barneveld	barneveld	PROPN
crl-16603	250	4	,	,	PUNCT
crl-16603	250	5	kimberly	kimberly	PROPN
crl-16603	250	6	e.	e.	PROPN
crl-16603	250	7	arnold	arnold	PROPN
crl-16603	250	8	,	,	PUNCT
crl-16603	250	9	and	and	CCONJ
crl-16603	250	10	john	john	PROPN
crl-16603	250	11	p.	p.	PROPN
crl-16603	250	12	campbell	campbell	PROPN
crl-16603	250	13	,	,	PUNCT
crl-16603	250	14	“	"	PUNCT
crl-16603	250	15	analytics	analytic	NOUN
crl-16603	250	16	in	in	ADP
crl-16603	250	17	higher	high	ADJ
crl-16603	250	18	education	education	NOUN
crl-16603	250	19	:	:	PUNCT
crl-16603	250	20	establishing	establish	VERB
crl-16603	250	21	a	a	DET
crl-16603	250	22	common	common	ADJ
crl-16603	250	23	language	language	NOUN
crl-16603	250	24	”	"	PUNCT
crl-16603	250	25	(	(	PUNCT
crl-16603	250	26	2012	2012	NUM
crl-16603	250	27	)	)	PUNCT
crl-16603	250	28	,	,	PUNCT
crl-16603	250	29	available	available	ADJ
crl-16603	250	30	online	online	ADV
crl-16603	250	31	at	at	ADP
crl-16603	250	32	https://library.educause	https://library.educause	PROPN
crl-16603	250	33	.	.	PUNCT
crl-16603	251	1	edu/~/media	edu/~/media	PROPN
crl-16603	251	2	/	/	SYM
crl-16603	251	3	files	file	NOUN
crl-16603	251	4	/	/	SYM
crl-16603	251	5	library/2012/1	library/2012/1	PROPN
crl-16603	251	6	/	/	PUNCT
crl-16603	251	7	eli3026	eli3026	NOUN
crl-16603	251	8	-	-	PUNCT
crl-16603	251	9	pdf.pdf	pdf.pdf	NOUN
crl-16603	251	10	[	[	PUNCT
crl-16603	251	11	accessed	access	VERB
crl-16603	251	12	14	14	NUM
crl-16603	251	13	february	february	NOUN
crl-16603	251	14	2018	2018	NUM
crl-16603	251	15	]	]	PUNCT
crl-16603	251	16	;	;	PUNCT
crl-16603	251	17	darrell	darrell	PROPN
crl-16603	251	18	m.	m.	PROPN
crl-16603	251	19	west	west	PROPN
crl-16603	251	20	,	,	PUNCT
crl-16603	251	21	“	"	PUNCT
crl-16603	251	22	big	big	ADJ
crl-16603	251	23	data	datum	NOUN
crl-16603	251	24	for	for	ADP
crl-16603	251	25	education	education	NOUN
crl-16603	251	26	:	:	PUNCT
crl-16603	251	27	data	datum	NOUN
crl-16603	251	28	mining	mining	NOUN
crl-16603	251	29	,	,	PUNCT
crl-16603	251	30	data	datum	NOUN
crl-16603	251	31	analytics	analytic	NOUN
crl-16603	251	32	,	,	PUNCT
crl-16603	251	33	and	and	CCONJ
crl-16603	251	34	web	web	NOUN
crl-16603	251	35	dashboards	dashboard	NOUN
crl-16603	251	36	”	"	PUNCT
crl-16603	251	37	(	(	PUNCT
crl-16603	251	38	2012	2012	NUM
crl-16603	251	39	)	)	PUNCT
crl-16603	251	40	,	,	PUNCT
crl-16603	251	41	available	available	ADJ
crl-16603	251	42	online	online	ADV
crl-16603	251	43	at	at	ADP
crl-16603	251	44	www.brookings.edu/research/papers/2012/09/04-education-technology-west	www.brookings.edu/research/papers/2012/09/04-education-technology-w	ADJ
crl-16603	251	45	[	[	PUNCT
crl-16603	251	46	accessed	access	VERB
crl-16603	251	47	26	26	NUM
crl-16603	251	48	february	february	NOUN
crl-16603	251	49	2018	2018	NUM
crl-16603	251	50	]	]	PUNCT
crl-16603	251	51	.	.	PUNCT
crl-16603	252	1	23	23	NUM
crl-16603	252	2	.	.	PUNCT
crl-16603	253	1	doug	doug	PROPN
crl-16603	253	2	clow	clow	PROPN
crl-16603	253	3	,	,	PUNCT
crl-16603	253	4	“	"	PUNCT
crl-16603	253	5	an	an	DET
crl-16603	253	6	overview	overview	NOUN
crl-16603	253	7	of	of	ADP
crl-16603	253	8	learning	learn	VERB
crl-16603	253	9	analytics	analytic	NOUN
crl-16603	253	10	,	,	PUNCT
crl-16603	253	11	”	"	PUNCT
crl-16603	253	12	teaching	teach	VERB
crl-16603	253	13	in	in	ADP
crl-16603	253	14	higher	high	ADJ
crl-16603	253	15	education	education	NOUN
crl-16603	253	16	18	18	NUM
crl-16603	253	17	,	,	PUNCT
crl-16603	253	18	no	no	INTJ
crl-16603	253	19	.	.	NOUN
crl-16603	253	20	6	6	NUM
crl-16603	253	21	,	,	PUNCT
crl-16603	253	22	doi:10.1080/13562517.2013.827653	doi:10.1080/13562517.2013.827653	PROPN
crl-16603	253	23	.	.	PROPN
crl-16603	253	24	24	24	NUM
crl-16603	253	25	.	.	PUNCT
crl-16603	254	1	paul	paul	PROPN
crl-16603	254	2	black	black	PROPN
crl-16603	254	3	and	and	CCONJ
crl-16603	254	4	dylan	dylan	PROPN
crl-16603	254	5	wiliam	wiliam	PROPN
crl-16603	254	6	,	,	PUNCT
crl-16603	254	7	“	"	PUNCT
crl-16603	254	8	inside	inside	ADP
crl-16603	254	9	the	the	DET
crl-16603	254	10	black	black	ADJ
crl-16603	254	11	box	box	NOUN
crl-16603	254	12	:	:	PUNCT
crl-16603	254	13	raising	raise	VERB
crl-16603	254	14	standards	standard	NOUN
crl-16603	254	15	through	through	ADP
crl-16603	254	16	classroom	classroom	NOUN
crl-16603	254	17	assessment	assessment	NOUN
crl-16603	254	18	,	,	PUNCT
crl-16603	254	19	”	"	PUNCT
crl-16603	254	20	phi	phi	NOUN
crl-16603	254	21	delta	delta	NOUN
crl-16603	254	22	kappan	kappan	PROPN
crl-16603	254	23	92	92	NUM
crl-16603	254	24	,	,	PUNCT
crl-16603	254	25	no	no	INTJ
crl-16603	254	26	.	.	NOUN
crl-16603	254	27	1	1	NUM
crl-16603	254	28	,	,	PUNCT
crl-16603	254	29	doi:10.1177/003172171009200119	doi:10.1177/003172171009200119	NOUN
crl-16603	254	30	;	;	PUNCT
crl-16603	254	31	raquel	raquel	PROPN
crl-16603	254	32	m.	m.	PROPN
crl-16603	254	33	crespo	crespo	PROPN
crl-16603	254	34	garcía	garcía	PROPN
crl-16603	254	35	,	,	PUNCT
crl-16603	254	36	abelardo	abelardo	PROPN
crl-16603	254	37	pardo	pardo	PROPN
crl-16603	254	38	,	,	PUNCT
crl-16603	254	39	carlos	carlos	PROPN
crl-16603	254	40	delgado	delgado	VERB
crl-16603	254	41	kloos	kloo	NOUN
crl-16603	254	42	,	,	PUNCT
crl-16603	254	43	katja	katja	PROPN
crl-16603	254	44	niemann	niemann	PROPN
crl-16603	254	45	,	,	PUNCT
crl-16603	254	46	maren	maren	PROPN
crl-16603	254	47	scheffel	scheffel	PROPN
crl-16603	254	48	,	,	PUNCT
crl-16603	254	49	and	and	CCONJ
crl-16603	254	50	martin	martin	PROPN
crl-16603	254	51	wolpers	wolper	NOUN
crl-16603	254	52	,	,	PUNCT
crl-16603	254	53	“	"	PUNCT
crl-16603	254	54	peeking	peek	VERB
crl-16603	254	55	into	into	ADP
crl-16603	254	56	the	the	DET
crl-16603	254	57	black	black	ADJ
crl-16603	254	58	box	box	NOUN
crl-16603	254	59	:	:	PUNCT
crl-16603	254	60	visualising	visualise	VERB
crl-16603	254	61	learning	learning	NOUN
crl-16603	254	62	activities	activity	NOUN
crl-16603	254	63	,	,	PUNCT
crl-16603	254	64	”	"	PUNCT
crl-16603	254	65	international	international	ADJ
crl-16603	254	66	journal	journal	NOUN
crl-16603	254	67	of	of	ADP
crl-16603	254	68	technology	technology	NOUN
crl-16603	254	69	enhanced	enhance	VERB
crl-16603	254	70	learning	learn	VERB
crl-16603	254	71	4	4	NUM
crl-16603	254	72	,	,	PUNCT
crl-16603	254	73	no	no	INTJ
crl-16603	254	74	.	.	NOUN
crl-16603	254	75	1/2	1/2	NUM
crl-16603	254	76	,	,	PUNCT
crl-16603	254	77	doi:10.1504	doi:10.1504	NOUN
crl-16603	254	78	/	/	SYM
crl-16603	254	79	ijtel.2012.048313	ijtel.2012.048313	PROPN
crl-16603	254	80	;	;	PUNCT
crl-16603	254	81	audrey	audrey	PROPN
crl-16603	254	82	watters	watter	NOUN
crl-16603	254	83	,	,	PUNCT
crl-16603	254	84	“	"	PUNCT
crl-16603	254	85	how	how	SCONJ
crl-16603	254	86	data	datum	NOUN
crl-16603	254	87	and	and	CCONJ
crl-16603	254	88	analytics	analytic	NOUN
crl-16603	254	89	can	can	AUX
crl-16603	254	90	improve	improve	VERB
crl-16603	254	91	education	education	NOUN
crl-16603	254	92	,	,	PUNCT
crl-16603	254	93	”	"	PUNCT
crl-16603	254	94	o’reilly	o’reilly	ADV
crl-16603	254	95	radar	radar	NOUN
crl-16603	254	96	(	(	PUNCT
crl-16603	254	97	july	july	PROPN
crl-16603	254	98	25	25	NUM
crl-16603	254	99	,	,	PUNCT
crl-16603	254	100	2011	2011	NUM
crl-16603	254	101	)	)	PUNCT
crl-16603	254	102	,	,	PUNCT
crl-16603	254	103	available	available	ADJ
crl-16603	254	104	online	online	ADV
crl-16603	254	105	at	at	ADP
crl-16603	254	106	https://www.oreilly.com/ideas/education-data-analytics-learning	https://www.oreilly.com/ideas/education-data-analytics-learne	VERB
crl-16603	254	107	[	[	PUNCT
crl-16603	254	108	accessed	access	VERB
crl-16603	254	109	26	26	NUM
crl-16603	254	110	february	february	NOUN
crl-16603	254	111	2018	2018	NUM
crl-16603	254	112	]	]	PUNCT
crl-16603	254	113	.	.	PUNCT
crl-16603	255	1	25	25	NUM
crl-16603	255	2	.	.	PUNCT
crl-16603	255	3	ryan	ryan	PROPN
crl-16603	255	4	baker	baker	PROPN
crl-16603	255	5	and	and	CCONJ
crl-16603	255	6	george	george	PROPN
crl-16603	255	7	siemens	siemens	PROPN
crl-16603	255	8	,	,	PUNCT
crl-16603	255	9	“	"	PUNCT
crl-16603	255	10	educational	educational	ADJ
crl-16603	255	11	data	datum	NOUN
crl-16603	255	12	mining	mining	NOUN
crl-16603	255	13	and	and	CCONJ
crl-16603	255	14	learning	learning	NOUN
crl-16603	255	15	analytics	analytic	NOUN
crl-16603	255	16	,	,	PUNCT
crl-16603	255	17	”	"	PUNCT
crl-16603	255	18	in	in	ADP
crl-16603	255	19	cambridge	cambridge	PROPN
crl-16603	255	20	handbook	handbook	NOUN
crl-16603	255	21	of	of	ADP
crl-16603	255	22	the	the	DET
crl-16603	255	23	learning	learn	VERB
crl-16603	255	24	sciences	science	NOUN
crl-16603	255	25	:	:	PUNCT
crl-16603	255	26	2nd	2nd	PROPN
crl-16603	255	27	edition	edition	NOUN
crl-16603	255	28	,	,	PUNCT
crl-16603	255	29	ed	ed	PROPN
crl-16603	255	30	.	.	PUNCT
crl-16603	255	31	r.	r.	PROPN
crl-16603	255	32	keith	keith	PROPN
crl-16603	255	33	sawyer	sawyer	PROPN
crl-16603	255	34	(	(	PUNCT
crl-16603	255	35	cambridge	cambridge	PROPN
crl-16603	255	36	:	:	PUNCT
crl-16603	255	37	cambridge	cambridge	PROPN
crl-16603	255	38	university	university	PROPN
crl-16603	255	39	press	press	NOUN
crl-16603	255	40	,	,	PUNCT
crl-16603	255	41	2014	2014	NUM
crl-16603	255	42	)	)	PUNCT
crl-16603	255	43	.	.	PUNCT
crl-16603	256	1	26	26	NUM
crl-16603	256	2	.	.	PUNCT
crl-16603	257	1	ry	ry	NOUN
crl-16603	257	2	rivard	rivard	NOUN
crl-16603	257	3	,	,	PUNCT
crl-16603	257	4	“	"	PUNCT
crl-16603	257	5	predicting	predict	VERB
crl-16603	257	6	where	where	SCONJ
crl-16603	257	7	students	student	NOUN
crl-16603	257	8	go	go	VERB
crl-16603	257	9	,	,	PUNCT
crl-16603	257	10	”	"	PUNCT
crl-16603	257	11	inside	inside	ADP
crl-16603	257	12	higher	high	ADJ
crl-16603	257	13	ed	ed	NOUN
crl-16603	257	14	(	(	PUNCT
crl-16603	257	15	sept	sept	PROPN
crl-16603	257	16	.	.	PROPN
crl-16603	257	17	19	19	NUM
crl-16603	257	18	,	,	PUNCT
crl-16603	257	19	2014	2014	NUM
crl-16603	257	20	)	)	PUNCT
crl-16603	257	21	,	,	PUNCT
crl-16603	257	22	available	available	ADJ
crl-16603	257	23	online	online	ADV
crl-16603	257	24	at	at	ADP
crl-16603	257	25	https://www.insidehighered.com/news/2014/09/19/colleges-now-often-rely-data-rathergut-hunt-students	https://www.insidehighered.com/news/2014/09/19/colleges-now-often-rely-data-rathergut-hunt-student	NOUN
crl-16603	257	26	[	[	X
crl-16603	257	27	accessed	access	VERB
crl-16603	257	28	26	26	NUM
crl-16603	257	29	february	february	NOUN
crl-16603	257	30	2018	2018	NUM
crl-16603	257	31	]	]	PUNCT
crl-16603	257	32	.	.	PUNCT
crl-16603	258	1	27	27	NUM
crl-16603	258	2	.	.	PUNCT
crl-16603	259	1	emmanuel	emmanuel	PROPN
crl-16603	259	2	felton	felton	PROPN
crl-16603	259	3	,	,	PUNCT
crl-16603	259	4	“	"	PUNCT
crl-16603	259	5	the	the	DET
crl-16603	259	6	new	new	ADJ
crl-16603	259	7	tools	tool	NOUN
crl-16603	259	8	colleges	college	NOUN
crl-16603	259	9	are	be	AUX
crl-16603	259	10	using	use	VERB
crl-16603	259	11	in	in	ADP
crl-16603	259	12	admissions	admission	NOUN
crl-16603	259	13	data	datum	NOUN
crl-16603	259	14	decisions	decision	NOUN
crl-16603	259	15	:	:	PUNCT
crl-16603	259	16	big	big	ADJ
crl-16603	259	17	data	datum	NOUN
crl-16603	259	18	,	,	PUNCT
crl-16603	259	19	”	"	PUNCT
crl-16603	259	20	pbs	pbs	PROPN
crl-16603	259	21	newshour	newshour	PROPN
crl-16603	259	22	(	(	PUNCT
crl-16603	259	23	aug	aug	PROPN
crl-16603	259	24	.	.	PROPN
crl-16603	259	25	21	21	NUM
crl-16603	259	26	,	,	PUNCT
crl-16603	259	27	2015	2015	NUM
crl-16603	259	28	)	)	PUNCT
crl-16603	259	29	,	,	PUNCT
crl-16603	259	30	available	available	ADJ
crl-16603	259	31	online	online	ADV
crl-16603	259	32	at	at	ADP
crl-16603	259	33	www.pbs.org/newshour/updates/	www.pbs.org/newshour/updates/	PROPN
crl-16603	259	34	https://library.educause.edu/~/media/files/library/2012/10/erb1212-pdf.pdf	https://library.educause.edu/~/media/files/library/2012/10/erb1212-pdf.pdf	PROPN
crl-16603	259	35	https://library.educause.edu/~/media/files/library/2015/5/ers1504cl.pdf	https://library.educause.edu/~/media/files/library/2015/5/ers1504cl.pdf	PROPN
crl-16603	259	36	https://www.jisc.ac.uk/sites/default/files/learning-analytics-in-he-v3.pdf	https://www.jisc.ac.uk/sites/default/files/learning-analytics-in-he-v3.pdf	ADJ
crl-16603	259	37	https://www.jisc.ac.uk/sites/default/files/learning-analytics-in-he-v3.pdf	https://www.jisc.ac.uk/sites/default/files/learning-analytics-in-he-v3.pdf	NOUN
crl-16603	259	38	http://publications.cetis.org.uk/wp-content/uploads/2012/11/analytics-for-learning-and-teaching-vol1-no3.pdf	http://publications.cetis.org.uk/wp-content/uploads/2012/11/analytics-for-learning-and-teaching-vol1-no3.pdf	NOUN
crl-16603	259	39	http://publications.cetis.org.uk/wp-content/uploads/2012/11/analytics-for-learning-and-teaching-vol1-no3.pdf	http://publications.cetis.org.uk/wp-content/uploads/2012/11/analytics-for-learning-and-teaching-vol1-no3.pdf	NOUN
crl-16603	259	40	http://publications.cetis.org.uk/wp-content/uploads/2012/11/analytics-for-learning-and-teaching-vol1-no3.pdf	http://publications.cetis.org.uk/wp-content/uploads/2012/11/analytics-for-learning-and-teaching-vol1-no3.pdf	NOUN
crl-16603	259	41	http://www.policyconnect.org.uk/hec/sites/site_hec/files/report/419/fieldreportdownload/frombrickstoclicks-hecreportforweb.pdf	http://www.policyconnect.org.uk/hec/sites/site_hec/files/report/419/fieldreportdownload/frombrickstoclicks-hecreportforweb.pdf	NOUN
crl-16603	259	42	http://www.policyconnect.org.uk/hec/sites/site_hec/files/report/419/fieldreportdownload/frombrickstoclicks-hecreportforweb.pdf	http://www.policyconnect.org.uk/hec/sites/site_hec/files/report/419/fieldreportdownload/frombrickstoclicks-hecreportforweb.pdf	NOUN
crl-16603	259	43	http://www.huffingtonpost.com/w-kent-barnds/does-big-data-know-best-n_b_3460096.html	http://www.huffingtonpost.com/w-kent-barnds/does-big-data-know-best-n_b_3460096.html	INTJ
crl-16603	259	44	http://www.huffingtonpost.com/w-kent-barnds/does-big-data-know-best-n_b_3460096.html	http://www.huffingtonpost.com/w-kent-barnds/does-big-data-know-best-n_b_3460096.html	VERB
crl-16603	259	45	http://www.ijcsonline.com/ijcs/ijcs_2016_0301007.pdf	http://www.ijcsonline.com/ijcs/ijcs_2016_0301007.pdf	ADJ
crl-16603	259	46	https://er.educause.edu/articles/2011/9/penetrating-the-fog-analytics-in-learning-and-education	https://er.educause.edu/articles/2011/9/penetrating-the-fog-analytics-in-learning-and-education	NOUN
crl-16603	259	47	https://er.educause.edu/articles/2011/9/penetrating-the-fog-analytics-in-learning-and-education	https://er.educause.edu/articles/2011/9/penetrating-the-fog-analytics-in-learning-and-education	NOUN
crl-16603	259	48	https://doi.org/10.1016/j.ins.2014.01.015	https://doi.org/10.1016/j.ins.2014.01.015	X
crl-16603	259	49	https://doi.org/10.1016/j.ins.2014.01.015	https://doi.org/10.1016/j.ins.2014.01.015	X
crl-16603	259	50	http://sloanreview.mit.edu/article/big-data-analytics-and-the-path-from-insights-to-value	http://sloanreview.mit.edu/article/big-data-analytics-and-the-path-from-insights-to-value	NOUN
crl-16603	259	51	http://sloanreview.mit.edu/article/big-data-analytics-and-the-path-from-insights-to-value	http://sloanreview.mit.edu/article/big-data-analytics-and-the-path-from-insights-to-value	NOUN
crl-16603	259	52	http://www.mckinsey.com/business-functions/business-technology/our-insights/big-data-the-next-frontier-for-innovation	http://www.mckinsey.com/business-functions/business-technology/our-insights/big-data-the-next-frontier-for-innovation	NOUN
crl-16603	259	53	http://www.mckinsey.com/business-functions/business-technology/our-insights/big-data-the-next-frontier-for-innovation	http://www.mckinsey.com/business-functions/business-technology/our-insights/big-data-the-next-frontier-for-innovation	NOUN
crl-16603	259	54	https://er.educause.edu/~/media/files/articles/2007/7/ekf0508.pdf	https://er.educause.edu/~/media/files/articles/2007/7/ekf0508.pdf	PROPN
crl-16603	259	55	https://er.educause.edu/~/media/files/articles/2007/7/ekf0508.pdf	https://er.educause.edu/~/media/files/articles/2007/7/ekf0508.pdf	PROPN
crl-16603	259	56	https://library.educause.edu/~/media/files/library/2012/1/eli3026-pdf.pdf	https://library.educause.edu/~/media/files/library/2012/1/eli3026-pdf.pdf	PROPN
crl-16603	259	57	https://library.educause.edu/~/media/files/library/2012/1/eli3026-pdf.pdf	https://library.educause.edu/~/media/files/library/2012/1/eli3026-pdf.pdf	PROPN
crl-16603	259	58	http://www.brookings.edu/research/papers/2012/09/04-education-technology-west	http://www.brookings.edu/research/papers/2012/09/04-education-technology-west	ADV
crl-16603	259	59	https://doi.org/10.1080/13562517.2013.827653	https://doi.org/10.1080/13562517.2013.827653	PROPN
crl-16603	259	60	https://doi.org/10.1177/003172171009200119	https://doi.org/10.1177/003172171009200119	PROPN
crl-16603	260	1	https://doi.org/10.1504/ijtel.2012.048313	https://doi.org/10.1504/ijtel.2012.048313	PROPN
crl-16603	260	2	https://www.oreilly.com/ideas/education-data-analytics-learning	https://www.oreilly.com/ideas/education-data-analytics-learne	VERB
crl-16603	260	3	https://www.insidehighered.com/news/2014/09/19/colleges-now-often-rely-data-rather-gut-hunt-students	https://www.insidehighered.com/news/2014/09/19/colleges-now-often-rely-data-rather-gut-hunt-student	NOUN
crl-16603	260	4	https://www.insidehighered.com/news/2014/09/19/colleges-now-often-rely-data-rather-gut-hunt-students	https://www.insidehighered.com/news/2014/09/19/colleges-now-often-rely-data-rather-gut-hunt-student	NOUN
crl-16603	260	5	http://www.pbs.org/newshour/updates/new-tool-colleges-using-admissions-decisions-big-data/	http://www.pbs.org/newshour/updates/new-tool-colleges-using-admissions-decisions-big-data/	NOUN
crl-16603	260	6	learning	learn	VERB
crl-16603	260	7	analytics	analytic	NOUN
crl-16603	260	8	and	and	CCONJ
crl-16603	260	9	the	the	DET
crl-16603	260	10	academic	academic	ADJ
crl-16603	260	11	library	library	NOUN
crl-16603	260	12	319	319	NUM
crl-16603	260	13	new	new	ADJ
crl-16603	260	14	-	-	PUNCT
crl-16603	260	15	tool	tool	NOUN
crl-16603	260	16	-	-	PUNCT
crl-16603	260	17	colleges	college	NOUN
crl-16603	260	18	-	-	PUNCT
crl-16603	260	19	using	use	VERB
crl-16603	260	20	-	-	PUNCT
crl-16603	260	21	admissions	admission	NOUN
crl-16603	260	22	-	-	PUNCT
crl-16603	260	23	decisions	decision	NOUN
crl-16603	260	24	-	-	PUNCT
crl-16603	260	25	big	big	ADJ
crl-16603	260	26	-	-	PUNCT
crl-16603	260	27	data/	data/	NUM
crl-16603	260	28	[	[	PUNCT
crl-16603	260	29	accessed	access	VERB
crl-16603	260	30	26	26	NUM
crl-16603	260	31	february	february	NOUN
crl-16603	260	32	2018	2018	NUM
crl-16603	260	33	]	]	PUNCT
crl-16603	260	34	;	;	PUNCT
crl-16603	260	35	eric	eric	PROPN
crl-16603	260	36	hoover	hoover	PROPN
crl-16603	260	37	,	,	PUNCT
crl-16603	260	38	“	"	PUNCT
crl-16603	260	39	facebook	facebook	NOUN
crl-16603	260	40	meets	meet	VERB
crl-16603	260	41	predictive	predictive	ADJ
crl-16603	260	42	analytics	analytic	NOUN
crl-16603	260	43	,	,	PUNCT
crl-16603	260	44	”	"	PUNCT
crl-16603	260	45	chronicle	chronicle	NOUN
crl-16603	260	46	of	of	ADP
crl-16603	260	47	higher	high	ADJ
crl-16603	260	48	education	education	NOUN
crl-16603	260	49	(	(	PUNCT
crl-16603	260	50	nov	nov	PROPN
crl-16603	260	51	.	.	PROPN
crl-16603	260	52	6	6	NUM
crl-16603	260	53	,	,	PUNCT
crl-16603	260	54	2012	2012	NUM
crl-16603	260	55	)	)	PUNCT
crl-16603	260	56	,	,	PUNCT
crl-16603	260	57	available	available	ADJ
crl-16603	260	58	online	online	ADV
crl-16603	260	59	at	at	ADP
crl-16603	260	60	https://chronicle.com/blogs/headcount/facebook-meets-predictive-analytics/32770	https://chronicle.com/blogs/headcount/facebook-meets-predictive-analytics/32770	NOUN
crl-16603	260	61	[	[	X
crl-16603	260	62	accessed	access	VERB
crl-16603	260	63	26	26	NUM
crl-16603	260	64	february	february	NOUN
crl-16603	260	65	2018	2018	NUM
crl-16603	260	66	]	]	PUNCT
crl-16603	260	67	.	.	PUNCT
crl-16603	261	1	28	28	NUM
crl-16603	261	2	.	.	PUNCT
crl-16603	262	1	eric	eric	PROPN
crl-16603	262	2	hoover	hoover	PROPN
crl-16603	262	3	,	,	PUNCT
crl-16603	262	4	“	"	PUNCT
crl-16603	262	5	getting	get	VERB
crl-16603	262	6	inside	inside	ADP
crl-16603	262	7	the	the	DET
crl-16603	262	8	mind	mind	NOUN
crl-16603	262	9	of	of	ADP
crl-16603	262	10	an	an	DET
crl-16603	262	11	applicant	applicant	NOUN
crl-16603	262	12	,	,	PUNCT
crl-16603	262	13	”	"	PUNCT
crl-16603	262	14	chronicle	chronicle	NOUN
crl-16603	262	15	of	of	ADP
crl-16603	262	16	higher	high	ADJ
crl-16603	262	17	education	education	NOUN
crl-16603	262	18	(	(	PUNCT
crl-16603	262	19	sept	sept	PROPN
crl-16603	262	20	.	.	PROPN
crl-16603	262	21	18	18	NUM
crl-16603	262	22	,	,	PUNCT
crl-16603	262	23	2015	2015	NUM
crl-16603	262	24	)	)	PUNCT
crl-16603	262	25	,	,	PUNCT
crl-16603	262	26	available	available	ADJ
crl-16603	262	27	online	online	ADV
crl-16603	262	28	at	at	ADP
crl-16603	262	29	https://chronicle.com/article/getting-inside-the-mind-of-an/233403	https://chronicle.com/article/getting-inside-the-mind-of-an/233403	NOUN
crl-16603	262	30	[	[	X
crl-16603	262	31	accessed	access	VERB
crl-16603	262	32	26	26	NUM
crl-16603	262	33	february	february	NOUN
crl-16603	262	34	2018	2018	NUM
crl-16603	262	35	]	]	PUNCT
crl-16603	262	36	.	.	PUNCT
crl-16603	263	1	29	29	NUM
crl-16603	263	2	.	.	PUNCT
crl-16603	264	1	eric	eric	PROPN
crl-16603	264	2	hoover	hoover	PROPN
crl-16603	264	3	,	,	PUNCT
crl-16603	264	4	“	"	PUNCT
crl-16603	264	5	what	what	PRON
crl-16603	264	6	’s	’	VERB
crl-16603	264	7	a	a	DET
crl-16603	264	8	trove	trove	NOUN
crl-16603	264	9	of	of	ADP
crl-16603	264	10	insights	insight	NOUN
crl-16603	264	11	into	into	ADP
crl-16603	264	12	college	college	NOUN
crl-16603	264	13	applicants	applicant	NOUN
crl-16603	264	14	worth	worth	ADJ
crl-16603	264	15	$	$	SYM
crl-16603	264	16	850	850	NUM
crl-16603	264	17	-	-	NUM
crl-16603	264	18	million	million	NUM
crl-16603	264	19	,	,	PUNCT
crl-16603	264	20	”	"	PUNCT
crl-16603	264	21	chronicle	chronicle	NOUN
crl-16603	264	22	of	of	ADP
crl-16603	264	23	higher	high	ADJ
crl-16603	264	24	education	education	NOUN
crl-16603	264	25	(	(	PUNCT
crl-16603	264	26	dec	dec	PROPN
crl-16603	264	27	.	.	PROPN
crl-16603	264	28	16	16	NUM
crl-16603	264	29	,	,	PUNCT
crl-16603	264	30	2014	2014	NUM
crl-16603	264	31	)	)	PUNCT
crl-16603	264	32	,	,	PUNCT
crl-16603	264	33	available	available	ADJ
crl-16603	264	34	online	online	ADV
crl-16603	264	35	at	at	ADP
crl-16603	264	36	https://chronicle.com/article/	https://chronicle.com/article/	NOUN
crl-16603	264	37	what	what	PRON
crl-16603	264	38	-	-	PUNCT
crl-16603	264	39	s	s	ADP
crl-16603	264	40	-	-	PUNCT
crl-16603	264	41	a	a	DET
crl-16603	264	42	-	-	PUNCT
crl-16603	264	43	trove	trove	NOUN
crl-16603	264	44	-	-	PUNCT
crl-16603	264	45	of	of	ADP
crl-16603	264	46	-	-	PUNCT
crl-16603	264	47	insights/150887	insights/150887	NOUN
crl-16603	265	1	[	[	X
crl-16603	265	2	accessed	access	VERB
crl-16603	265	3	26	26	NUM
crl-16603	265	4	february	february	NOUN
crl-16603	265	5	2018	2018	NUM
crl-16603	265	6	]	]	PUNCT
crl-16603	265	7	.	.	PUNCT
crl-16603	266	1	30	30	NUM
crl-16603	266	2	.	.	PUNCT
crl-16603	267	1	jay	jay	PROPN
crl-16603	267	2	w.	w.	PROPN
crl-16603	267	3	goff	goff	PROPN
crl-16603	267	4	and	and	CCONJ
crl-16603	267	5	christopher	christopher	PROPN
crl-16603	267	6	m.	m.	PROPN
crl-16603	267	7	shaffer	shaffer	PROPN
crl-16603	267	8	,	,	PUNCT
crl-16603	267	9	“	"	PUNCT
crl-16603	267	10	big	big	ADJ
crl-16603	267	11	data	datum	NOUN
crl-16603	267	12	’s	’s	PART
crl-16603	267	13	impact	impact	NOUN
crl-16603	267	14	on	on	ADP
crl-16603	267	15	college	college	NOUN
crl-16603	267	16	admission	admission	NOUN
crl-16603	267	17	practices	practice	NOUN
crl-16603	267	18	and	and	CCONJ
crl-16603	267	19	recruitment	recruitment	NOUN
crl-16603	267	20	strategies	strategy	NOUN
crl-16603	267	21	,	,	PUNCT
crl-16603	267	22	”	"	PUNCT
crl-16603	267	23	in	in	ADP
crl-16603	267	24	building	build	VERB
crl-16603	267	25	a	a	DET
crl-16603	267	26	smarter	smart	ADJ
crl-16603	267	27	university	university	NOUN
crl-16603	267	28	:	:	PUNCT
crl-16603	267	29	big	big	ADJ
crl-16603	267	30	data	datum	NOUN
crl-16603	267	31	,	,	PUNCT
crl-16603	267	32	innovation	innovation	NOUN
crl-16603	267	33	,	,	PUNCT
crl-16603	267	34	and	and	CCONJ
crl-16603	267	35	analytics	analytic	NOUN
crl-16603	267	36	,	,	PUNCT
crl-16603	267	37	ed	ed	NOUN
crl-16603	267	38	.	.	PUNCT
crl-16603	267	39	jason	jason	PROPN
crl-16603	267	40	e.	e.	PROPN
crl-16603	267	41	lane	lane	PROPN
crl-16603	267	42	(	(	PUNCT
crl-16603	267	43	albany	albany	PROPN
crl-16603	267	44	,	,	PUNCT
crl-16603	267	45	n.y	n.y	PROPN
crl-16603	267	46	.	.	PROPN
crl-16603	267	47	:	:	PUNCT
crl-16603	267	48	suny	suny	PROPN
crl-16603	267	49	press	press	PROPN
crl-16603	267	50	,	,	PUNCT
crl-16603	267	51	2014	2014	NUM
crl-16603	267	52	)	)	PUNCT
crl-16603	267	53	.	.	PUNCT
crl-16603	268	1	31	31	NUM
crl-16603	268	2	.	.	PUNCT
crl-16603	269	1	carl	carl	PROPN
crl-16603	269	2	straumsheim	straumsheim	PROPN
crl-16603	269	3	,	,	PUNCT
crl-16603	269	4	“	"	PUNCT
crl-16603	269	5	before	before	ADP
crl-16603	269	6	the	the	DET
crl-16603	269	7	fact	fact	NOUN
crl-16603	269	8	,	,	PUNCT
crl-16603	269	9	”	"	PUNCT
crl-16603	269	10	inside	inside	ADP
crl-16603	269	11	higher	high	ADJ
crl-16603	269	12	ed	ed	NOUN
crl-16603	269	13	(	(	PUNCT
crl-16603	269	14	oct	oct	PROPN
crl-16603	269	15	.	.	PROPN
crl-16603	269	16	18	18	NUM
crl-16603	269	17	,	,	PUNCT
crl-16603	269	18	2013	2013	NUM
crl-16603	269	19	)	)	PUNCT
crl-16603	269	20	,	,	PUNCT
crl-16603	269	21	available	available	ADJ
crl-16603	269	22	online	online	ADV
crl-16603	269	23	at	at	ADP
crl-16603	269	24	https://www.insidehighered.com/news/2013/10/18/u-kentucky-hopes-boost-student-retentionprescriptive-analytics	https://www.insidehighered.com/news/2013/10/18/u-kentucky-hopes-boost-student-retentionprescriptive-analytic	NOUN
crl-16603	269	25	[	[	PUNCT
crl-16603	269	26	accessed	access	VERB
crl-16603	269	27	26	26	NUM
crl-16603	269	28	february	february	NOUN
crl-16603	269	29	2018	2018	NUM
crl-16603	269	30	]	]	PUNCT
crl-16603	269	31	.	.	PUNCT
crl-16603	270	1	32	32	NUM
crl-16603	270	2	.	.	PUNCT
crl-16603	271	1	karl	karl	PROPN
crl-16603	271	2	e.	e.	PROPN
crl-16603	271	3	burgher	burgher	PROPN
crl-16603	271	4	,	,	PUNCT
crl-16603	271	5	“	"	PUNCT
crl-16603	271	6	indiana	indiana	PROPN
crl-16603	271	7	state	state	PROPN
crl-16603	271	8	university	university	PROPN
crl-16603	271	9	”	"	PUNCT
crl-16603	271	10	(	(	PUNCT
crl-16603	271	11	n.d	n.d	PROPN
crl-16603	271	12	.	.	PROPN
crl-16603	271	13	)	)	PUNCT
crl-16603	271	14	,	,	PUNCT
crl-16603	271	15	available	available	ADJ
crl-16603	271	16	online	online	ADV
crl-16603	271	17	at	at	ADP
crl-16603	271	18	https://www.campusmanagement.com/higher-education-resources/webcasts/compete-and-succeed-with-knowledgedriven-crm-q-a/	https://www.campusmanagement.com/higher-education-resources/webcasts/compete-and-succeed-with-knowledgedriven-crm-q-a/	PROPN
crl-16603	271	19	[	[	X
crl-16603	271	20	accessed	access	VERB
crl-16603	271	21	26	26	NUM
crl-16603	271	22	february	february	NOUN
crl-16603	271	23	2018	2018	NUM
crl-16603	271	24	]	]	PUNCT
crl-16603	271	25	.	.	PUNCT
crl-16603	272	1	33	33	NUM
crl-16603	272	2	.	.	PUNCT
crl-16603	272	3	northern	northern	PROPN
crl-16603	272	4	arizona	arizona	PROPN
crl-16603	272	5	university	university	PROPN
crl-16603	272	6	,	,	PUNCT
crl-16603	272	7	“	"	PUNCT
crl-16603	272	8	what	what	PRON
crl-16603	272	9	are	be	AUX
crl-16603	272	10	proximity	proximity	NOUN
crl-16603	272	11	card	card	NOUN
crl-16603	272	12	readers	reader	NOUN
crl-16603	272	13	?	?	PUNCT
crl-16603	272	14	”	"	PUNCT
crl-16603	273	1	(	(	PUNCT
crl-16603	273	2	2013	2013	NUM
crl-16603	273	3	)	)	PUNCT
crl-16603	273	4	,	,	PUNCT
crl-16603	273	5	available	available	ADJ
crl-16603	273	6	online	online	ADV
crl-16603	273	7	at	at	ADP
crl-16603	273	8	http://www2.nau.edu/lrm22/blackboard/proximity_cards.html	http://www2.nau.edu/lrm22/blackboard/proximity_cards.html	PROPN
crl-16603	274	1	[	[	X
crl-16603	274	2	accessed	access	VERB
crl-16603	274	3	7	7	NUM
crl-16603	274	4	march	march	NOUN
crl-16603	274	5	2018	2018	NUM
crl-16603	274	6	]	]	PUNCT
crl-16603	274	7	.	.	PUNCT
crl-16603	275	1	34	34	NUM
crl-16603	275	2	.	.	PUNCT
crl-16603	275	3	kathy	kathy	PROPN
crl-16603	275	4	f.	f.	PROPN
crl-16603	275	5	gates	gates	PROPN
crl-16603	275	6	,	,	PUNCT
crl-16603	275	7	“	"	PUNCT
crl-16603	275	8	classroom	classroom	NOUN
crl-16603	275	9	attendance	attendance	NOUN
crl-16603	275	10	via	via	ADP
crl-16603	275	11	i	i	PROPN
crl-16603	275	12	d	d	PROPN
crl-16603	275	13	card	card	NOUN
crl-16603	276	1	[	[	X
crl-16603	276	2	msg	msg	NOUN
crl-16603	276	3	6	6	NUM
crl-16603	276	4	]	]	PUNCT
crl-16603	276	5	,	,	PUNCT
crl-16603	276	6	”	"	PUNCT
crl-16603	276	7	message	message	NOUN
crl-16603	276	8	posted	post	VERB
crl-16603	276	9	to	to	ADP
crl-16603	276	10	http://	http://	PROPN
crl-16603	276	11	listserv.educause.edu/scripts/wa.exe?a2=cio;ffcd6452.1401	listserv.educause.edu/scripts/wa.exe?a2=cio;ffcd6452.1401	NOUN
crl-16603	276	12	[	[	PUNCT
crl-16603	276	13	accessed	access	VERB
crl-16603	276	14	14	14	NUM
crl-16603	276	15	february	february	NOUN
crl-16603	276	16	2018	2018	NUM
crl-16603	276	17	]	]	PUNCT
crl-16603	276	18	;	;	PUNCT
crl-16603	276	19	deetra	deetra	PROPN
crl-16603	276	20	wiley	wiley	NOUN
crl-16603	276	21	,	,	PUNCT
crl-16603	276	22	“	"	PUNCT
crl-16603	276	23	attendance	attendance	NOUN
crl-16603	276	24	tracking	tracking	NOUN
crl-16603	276	25	scanners	scanner	NOUN
crl-16603	276	26	for	for	ADP
crl-16603	276	27	um	um	INTJ
crl-16603	276	28	classrooms	classroom	NOUN
crl-16603	276	29	,	,	PUNCT
crl-16603	276	30	”	"	PUNCT
crl-16603	276	31	technews	technew	NOUN
crl-16603	276	32	(	(	PUNCT
crl-16603	276	33	jan	jan	PROPN
crl-16603	276	34	.	.	PROPN
crl-16603	276	35	16	16	NUM
crl-16603	276	36	,	,	PUNCT
crl-16603	276	37	2013	2013	NUM
crl-16603	276	38	)	)	PUNCT
crl-16603	276	39	,	,	PUNCT
crl-16603	276	40	available	available	ADJ
crl-16603	276	41	online	online	ADV
crl-16603	276	42	at	at	ADP
crl-16603	276	43	http://technews.olemiss.edu/new-attendance-tracking-scanners-for-um-classrooms/	http://technews.olemiss.edu/new-attendance-tracking-scanners-for-um-classrooms/	PROPN
crl-16603	276	44	[	[	X
crl-16603	276	45	accessed	access	VERB
crl-16603	276	46	26	26	NUM
crl-16603	276	47	february	february	NOUN
crl-16603	276	48	2018	2018	NUM
crl-16603	276	49	]	]	PUNCT
crl-16603	276	50	.	.	PUNCT
crl-16603	277	1	35	35	NUM
crl-16603	277	2	.	.	PUNCT
crl-16603	278	1	douglas	douglas	PROPN
crl-16603	278	2	belkin	belkin	PROPN
crl-16603	278	3	,	,	PUNCT
crl-16603	278	4	“	"	PUNCT
crl-16603	278	5	cracking	crack	VERB
crl-16603	278	6	down	down	ADP
crl-16603	278	7	on	on	ADP
crl-16603	278	8	skipping	skip	VERB
crl-16603	278	9	class	class	NOUN
crl-16603	278	10	,	,	PUNCT
crl-16603	278	11	”	"	PUNCT
crl-16603	278	12	wall	wall	PROPN
crl-16603	278	13	street	street	PROPN
crl-16603	278	14	journal	journal	PROPN
crl-16603	278	15	(	(	PUNCT
crl-16603	278	16	jan	jan	PROPN
crl-16603	278	17	.	.	PROPN
crl-16603	278	18	14	14	NUM
crl-16603	278	19	,	,	PUNCT
crl-16603	278	20	2015	2015	NUM
crl-16603	278	21	)	)	PUNCT
crl-16603	278	22	,	,	PUNCT
crl-16603	278	23	available	available	ADJ
crl-16603	278	24	online	online	ADV
crl-16603	278	25	at	at	ADP
crl-16603	278	26	www.wsj.com/articles/cracking-down-on-skipping-class-1421196743	www.wsj.com/articles/cracking-down-on-skipping-class-1421196743	PROPN
crl-16603	278	27	[	[	X
crl-16603	278	28	accessed	access	VERB
crl-16603	278	29	26	26	NUM
crl-16603	278	30	february	february	NOUN
crl-16603	278	31	2018	2018	NUM
crl-16603	278	32	]	]	PUNCT
crl-16603	278	33	.	.	PUNCT
crl-16603	279	1	36	36	NUM
crl-16603	279	2	.	.	PUNCT
crl-16603	279	3	richard	richard	PROPN
crl-16603	279	4	j.	j.	PROPN
crl-16603	279	5	light	light	PROPN
crl-16603	279	6	,	,	PUNCT
crl-16603	279	7	making	make	VERB
crl-16603	279	8	the	the	DET
crl-16603	279	9	most	most	ADJ
crl-16603	279	10	of	of	ADP
crl-16603	279	11	college	college	NOUN
crl-16603	279	12	:	:	PUNCT
crl-16603	279	13	students	student	NOUN
crl-16603	279	14	speak	speak	VERB
crl-16603	279	15	their	their	PRON
crl-16603	279	16	minds	mind	NOUN
crl-16603	279	17	(	(	PUNCT
crl-16603	279	18	cambridge	cambridge	PROPN
crl-16603	279	19	,	,	PUNCT
crl-16603	279	20	mass	mass	PROPN
crl-16603	279	21	.	.	PUNCT
crl-16603	279	22	:	:	PUNCT
crl-16603	280	1	harvard	harvard	PROPN
crl-16603	280	2	university	university	PROPN
crl-16603	280	3	press	press	NOUN
crl-16603	280	4	,	,	PUNCT
crl-16603	280	5	2001	2001	NUM
crl-16603	280	6	)	)	PUNCT
crl-16603	280	7	.	.	PUNCT
crl-16603	281	1	37	37	NUM
crl-16603	281	2	.	.	PUNCT
crl-16603	281	3	tristan	tristan	PROPN
crl-16603	281	4	denley	denley	PROPN
crl-16603	281	5	,	,	PUNCT
crl-16603	281	6	“	"	PUNCT
crl-16603	281	7	degree	degree	NOUN
crl-16603	281	8	compass	compass	ADJ
crl-16603	281	9	course	course	NOUN
crl-16603	281	10	recommendation	recommendation	NOUN
crl-16603	281	11	system	system	NOUN
crl-16603	281	12	”	"	PUNCT
crl-16603	281	13	(	(	PUNCT
crl-16603	281	14	2013	2013	NUM
crl-16603	281	15	)	)	PUNCT
crl-16603	281	16	,	,	PUNCT
crl-16603	281	17	available	available	ADJ
crl-16603	281	18	online	online	ADV
crl-16603	281	19	at	at	ADP
crl-16603	281	20	https://library.educause.edu/resources/2013/6/degree-compass-course-recommendation-system	https://library.educause.edu/resources/2013/6/degree-compass-course-recommendation-system	PROPN
crl-16603	281	21	[	[	X
crl-16603	281	22	accessed	access	VERB
crl-16603	281	23	26	26	NUM
crl-16603	281	24	february	february	NOUN
crl-16603	281	25	2018	2018	NUM
crl-16603	281	26	]	]	PUNCT
crl-16603	281	27	.	.	PUNCT
crl-16603	282	1	38	38	NUM
crl-16603	282	2	.	.	PUNCT
crl-16603	283	1	ben	ben	PROPN
crl-16603	283	2	wildavsky	wildavsky	PROPN
crl-16603	283	3	,	,	PUNCT
crl-16603	283	4	“	"	PUNCT
crl-16603	283	5	nudge	nudge	VERB
crl-16603	283	6	nation	nation	NOUN
crl-16603	283	7	:	:	PUNCT
crl-16603	283	8	a	a	DET
crl-16603	283	9	new	new	ADJ
crl-16603	283	10	way	way	NOUN
crl-16603	283	11	to	to	PART
crl-16603	283	12	prod	prod	VERB
crl-16603	283	13	students	student	NOUN
crl-16603	283	14	into	into	ADP
crl-16603	283	15	and	and	CCONJ
crl-16603	283	16	through	through	ADP
crl-16603	283	17	college	college	NOUN
crl-16603	283	18	”	"	PUNCT
crl-16603	283	19	(	(	PUNCT
crl-16603	283	20	2013	2013	NUM
crl-16603	283	21	):	):	PUNCT
crl-16603	283	22	para	para	PROPN
crl-16603	283	23	.	.	PUNCT
crl-16603	283	24	16	16	NUM
crl-16603	283	25	,	,	PUNCT
crl-16603	283	26	available	available	ADJ
crl-16603	283	27	online	online	ADV
crl-16603	283	28	at	at	ADP
crl-16603	283	29	https://www.air.org/sites/default/files/publications/nudge	https://www.air.org/sites/default/files/publications/nudge	PROPN
crl-16603	283	30	.	.	PUNCT
crl-16603	284	1	pdf	pdf	NOUN
crl-16603	284	2	[	[	X
crl-16603	284	3	accessed	access	VERB
crl-16603	284	4	26	26	NUM
crl-16603	284	5	february	february	NOUN
crl-16603	284	6	2018	2018	NUM
crl-16603	284	7	]	]	PUNCT
crl-16603	284	8	.	.	PUNCT
crl-16603	285	1	39	39	NUM
crl-16603	285	2	.	.	PUNCT
crl-16603	286	1	marc	marc	PROPN
crl-16603	286	2	parry	parry	PROPN
crl-16603	286	3	,	,	PUNCT
crl-16603	286	4	“	"	PUNCT
crl-16603	286	5	big	big	ADJ
crl-16603	286	6	data	datum	NOUN
crl-16603	286	7	on	on	ADP
crl-16603	286	8	campus	campus	NOUN
crl-16603	286	9	,	,	PUNCT
crl-16603	286	10	”	"	PUNCT
crl-16603	286	11	new	new	PROPN
crl-16603	286	12	york	york	PROPN
crl-16603	286	13	times	times	PROPN
crl-16603	286	14	(	(	PUNCT
crl-16603	286	15	july	july	PROPN
crl-16603	286	16	18	18	NUM
crl-16603	286	17	,	,	PUNCT
crl-16603	286	18	2012	2012	NUM
crl-16603	286	19	)	)	PUNCT
crl-16603	286	20	,	,	PUNCT
crl-16603	286	21	available	available	ADJ
crl-16603	286	22	online	online	ADV
crl-16603	286	23	at	at	ADP
crl-16603	286	24	www.nytimes.com/2012/07/22/education/edlife/colleges-awakening-to-the-opportunities-of-datamining.html	www.nytimes.com/2012/07/22/education/edlife/colleges-awakening-to-the-opportunities-of-datamining.html	PROPN
crl-16603	286	25	[	[	X
crl-16603	286	26	accessed	access	VERB
crl-16603	286	27	26	26	NUM
crl-16603	286	28	february	february	NOUN
crl-16603	286	29	2018	2018	NUM
crl-16603	286	30	]	]	PUNCT
crl-16603	286	31	.	.	PUNCT
crl-16603	287	1	40	40	NUM
crl-16603	287	2	.	.	PUNCT
crl-16603	288	1	kim	kim	PROPN
crl-16603	288	2	e.	e.	PROPN
crl-16603	288	3	arnold	arnold	PROPN
crl-16603	288	4	and	and	CCONJ
crl-16603	288	5	matthew	matthew	PROPN
crl-16603	288	6	d.	d.	PROPN
crl-16603	288	7	pistilli	pistilli	PROPN
crl-16603	288	8	,	,	PUNCT
crl-16603	288	9	“	"	PUNCT
crl-16603	288	10	course	course	NOUN
crl-16603	288	11	signals	signal	NOUN
crl-16603	288	12	at	at	ADP
crl-16603	288	13	purdue	purdue	ADJ
crl-16603	288	14	:	:	PUNCT
crl-16603	288	15	using	use	VERB
crl-16603	288	16	learning	learn	VERB
crl-16603	288	17	analytics	analytic	NOUN
crl-16603	288	18	to	to	PART
crl-16603	288	19	increase	increase	VERB
crl-16603	288	20	student	student	NOUN
crl-16603	288	21	success	success	NOUN
crl-16603	288	22	”	"	PUNCT
crl-16603	288	23	(	(	PUNCT
crl-16603	288	24	paper	paper	NOUN
crl-16603	288	25	presented	present	VERB
crl-16603	288	26	at	at	ADP
crl-16603	288	27	the	the	DET
crl-16603	288	28	second	second	ADJ
crl-16603	288	29	international	international	ADJ
crl-16603	288	30	conference	conference	NOUN
crl-16603	288	31	on	on	ADP
crl-16603	288	32	learning	learn	VERB
crl-16603	288	33	analytics	analytic	NOUN
crl-16603	288	34	and	and	CCONJ
crl-16603	288	35	knowledge	knowledge	NOUN
crl-16603	288	36	,	,	PUNCT
crl-16603	288	37	usa	usa	PROPN
crl-16603	288	38	,	,	PUNCT
crl-16603	288	39	2012	2012	NUM
crl-16603	288	40	)	)	PUNCT
crl-16603	288	41	.	.	PUNCT
crl-16603	289	1	41	41	NUM
crl-16603	289	2	.	.	PUNCT
crl-16603	289	3	alfred	alfred	PROPN
crl-16603	289	4	essa	essa	PROPN
crl-16603	289	5	,	,	PUNCT
crl-16603	289	6	“	"	PUNCT
crl-16603	289	7	can	can	AUX
crl-16603	289	8	we	we	PRON
crl-16603	289	9	improve	improve	VERB
crl-16603	289	10	retention	retention	NOUN
crl-16603	289	11	rates	rate	NOUN
crl-16603	289	12	by	by	ADP
crl-16603	289	13	giving	give	VERB
crl-16603	289	14	students	student	NOUN
crl-16603	289	15	chocolate	chocolate	VERB
crl-16603	289	16	?	?	PUNCT
crl-16603	289	17	”	"	PUNCT
crl-16603	290	1	(	(	PUNCT
crl-16603	290	2	oct	oct	PROPN
crl-16603	290	3	.	.	PROPN
crl-16603	290	4	14	14	NUM
crl-16603	290	5	,	,	PUNCT
crl-16603	290	6	2013	2013	NUM
crl-16603	290	7	)	)	PUNCT
crl-16603	290	8	,	,	PUNCT
crl-16603	290	9	available	available	ADJ
crl-16603	290	10	online	online	ADV
crl-16603	290	11	at	at	ADP
crl-16603	290	12	http://alfredessa.com/2013/10/can-we-improve-retention-rates-by-givingstudents-chocolates/	http://alfredessa.com/2013/10/can-we-improve-retention-rates-by-givingstudents-chocolates/	PROPN
crl-16603	290	13	[	[	PUNCT
crl-16603	290	14	accessed	access	VERB
crl-16603	290	15	26	26	NUM
crl-16603	290	16	february	february	NOUN
crl-16603	290	17	2018	2018	NUM
crl-16603	290	18	]	]	PUNCT
crl-16603	290	19	;	;	PUNCT
crl-16603	290	20	michael	michael	PROPN
crl-16603	290	21	feldstein	feldstein	PROPN
crl-16603	290	22	,	,	PUNCT
crl-16603	290	23	“	"	PUNCT
crl-16603	290	24	course	course	NOUN
crl-16603	290	25	signals	signal	NOUN
crl-16603	290	26	effectiveness	effectiveness	NOUN
crl-16603	290	27	data	datum	NOUN
crl-16603	290	28	appears	appear	VERB
crl-16603	290	29	to	to	PART
crl-16603	290	30	be	be	AUX
crl-16603	290	31	meaningless	meaningless	ADJ
crl-16603	290	32	(	(	PUNCT
crl-16603	290	33	and	and	CCONJ
crl-16603	290	34	why	why	SCONJ
crl-16603	290	35	you	you	PRON
crl-16603	290	36	should	should	AUX
crl-16603	290	37	care	care	VERB
crl-16603	290	38	)	)	PUNCT
crl-16603	290	39	,	,	PUNCT
crl-16603	290	40	”	"	PUNCT
crl-16603	290	41	e	e	NOUN
crl-16603	290	42	-	-	NOUN
crl-16603	290	43	literate	literate	ADJ
crl-16603	290	44	(	(	PUNCT
crl-16603	290	45	nov	nov	PROPN
crl-16603	290	46	.	.	PROPN
crl-16603	290	47	3	3	NUM
crl-16603	290	48	,	,	PUNCT
crl-16603	290	49	2013	2013	NUM
crl-16603	290	50	)	)	PUNCT
crl-16603	290	51	,	,	PUNCT
crl-16603	290	52	available	available	ADJ
crl-16603	290	53	online	online	ADV
crl-16603	290	54	at	at	ADP
crl-16603	290	55	http://mfeldstein.com/course-signals-effectiveness-data-appears-meaningless-care/	http://mfeldstein.com/course-signals-effectiveness-data-appears-meaningless-care/	PROPN
crl-16603	290	56	[	[	PUNCT
crl-16603	290	57	accessed	access	VERB
crl-16603	290	58	26	26	NUM
crl-16603	290	59	february	february	NOUN
crl-16603	290	60	2018	2018	NUM
crl-16603	290	61	]	]	PUNCT
crl-16603	290	62	;	;	PUNCT
crl-16603	290	63	carl	carl	PROPN
crl-16603	290	64	straumsheim	straumsheim	PROPN
crl-16603	290	65	,	,	PUNCT
crl-16603	290	66	“	"	PUNCT
crl-16603	290	67	mixed	mixed	ADJ
crl-16603	290	68	signals	signal	NOUN
crl-16603	290	69	,	,	PUNCT
crl-16603	290	70	”	"	PUNCT
crl-16603	290	71	inside	inside	ADP
crl-16603	290	72	higher	high	ADJ
crl-16603	290	73	ed	ed	NOUN
crl-16603	290	74	(	(	PUNCT
crl-16603	290	75	nov	nov	PROPN
crl-16603	290	76	.	.	PROPN
crl-16603	290	77	6	6	NUM
crl-16603	290	78	,	,	PUNCT
crl-16603	290	79	2013	2013	NUM
crl-16603	290	80	)	)	PUNCT
crl-16603	290	81	,	,	PUNCT
crl-16603	290	82	available	available	ADJ
crl-16603	290	83	online	online	ADV
crl-16603	290	84	at	at	ADP
crl-16603	290	85	https://www.insidehighered.com/news/2013/11/06/researchers-cast-doubtabout-early-warning-systems-effect-retention	https://www.insidehighered.com/news/2013/11/06/researchers-cast-doubtabout-early-warning-systems-effect-retention	NOUN
crl-16603	290	86	[	[	X
crl-16603	290	87	accessed	access	VERB
crl-16603	290	88	26	26	NUM
crl-16603	290	89	february	february	NOUN
crl-16603	290	90	2018	2018	NUM
crl-16603	290	91	]	]	PUNCT
crl-16603	290	92	.	.	PUNCT
crl-16603	291	1	42	42	NUM
crl-16603	291	2	.	.	PUNCT
crl-16603	292	1	oral	oral	PROPN
crl-16603	292	2	roberts	roberts	PROPN
crl-16603	292	3	university	university	PROPN
crl-16603	292	4	,	,	PUNCT
crl-16603	292	5	“	"	PUNCT
crl-16603	292	6	oral	oral	ADJ
crl-16603	292	7	roberts	roberts	PROPN
crl-16603	292	8	university	university	PROPN
crl-16603	292	9	integrates	integrate	VERB
crl-16603	292	10	wearable	wearable	ADJ
crl-16603	292	11	technology	technology	NOUN
crl-16603	292	12	with	with	ADP
crl-16603	292	13	physical	physical	PROPN
crl-16603	292	14	fitness	fitness	NOUN
crl-16603	292	15	curriculum	curriculum	NOUN
crl-16603	292	16	for	for	ADP
crl-16603	292	17	incoming	incoming	ADJ
crl-16603	292	18	students	student	NOUN
crl-16603	292	19	”	"	PUNCT
crl-16603	292	20	(	(	PUNCT
crl-16603	292	21	jan	jan	PROPN
crl-16603	292	22	.	.	PROPN
crl-16603	292	23	4	4	NUM
crl-16603	292	24	,	,	PUNCT
crl-16603	292	25	2016	2016	NUM
crl-16603	292	26	)	)	PUNCT
crl-16603	292	27	,	,	PUNCT
crl-16603	292	28	available	available	ADJ
crl-16603	292	29	online	online	ADV
crl-16603	292	30	at	at	ADP
crl-16603	292	31	www.oru	www.oru	NOUN
crl-16603	292	32	.	.	PUNCT
crl-16603	293	1	edu	edu	PROPN
crl-16603	293	2	/	/	SYM
crl-16603	293	3	news	news	PROPN
crl-16603	293	4	/	/	SYM
crl-16603	293	5	oru_news/20160104_fitbit_tracking.php	oru_news/20160104_fitbit_tracking.php	PUNCT
crl-16603	294	1	[	[	PUNCT
crl-16603	294	2	accessed	access	VERB
crl-16603	294	3	26	26	NUM
crl-16603	294	4	february	february	NOUN
crl-16603	294	5	2018	2018	NUM
crl-16603	294	6	]	]	PUNCT
crl-16603	294	7	.	.	PUNCT
crl-16603	295	1	43	43	NUM
crl-16603	295	2	.	.	PUNCT
crl-16603	296	1	jeff	jeff	PROPN
crl-16603	296	2	stone	stone	PROPN
crl-16603	296	3	,	,	PUNCT
crl-16603	296	4	“	"	PUNCT
crl-16603	296	5	not	not	PART
crl-16603	296	6	all	all	DET
crl-16603	296	7	oral	oral	ADJ
crl-16603	296	8	roberts	roberts	PROPN
crl-16603	296	9	students	student	NOUN
crl-16603	296	10	need	need	VERB
crl-16603	296	11	to	to	PART
crl-16603	296	12	wear	wear	VERB
crl-16603	296	13	fitbits	fitbit	NOUN
crl-16603	296	14	,	,	PUNCT
crl-16603	296	15	and	and	CCONJ
crl-16603	296	16	they	they	PRON
crl-16603	296	17	’re	’re	AUX
crl-16603	296	18	not	not	PART
crl-16603	296	19	tracked	track	VERB
crl-16603	296	20	through	through	ADP
crl-16603	296	21	campus	campus	NOUN
crl-16603	296	22	,	,	PUNCT
crl-16603	296	23	”	"	PUNCT
crl-16603	296	24	international	international	ADJ
crl-16603	296	25	business	business	NOUN
crl-16603	296	26	times	time	NOUN
crl-16603	296	27	(	(	PUNCT
crl-16603	296	28	feb	feb	PROPN
crl-16603	296	29	.	.	PROPN
crl-16603	296	30	3	3	NUM
crl-16603	296	31	,	,	PUNCT
crl-16603	296	32	2016	2016	NUM
crl-16603	296	33	)	)	PUNCT
crl-16603	296	34	,	,	PUNCT
crl-16603	296	35	available	available	ADJ
crl-16603	296	36	online	online	ADV
crl-16603	296	37	at	at	ADP
crl-16603	296	38	www.ibtimes	www.ibtime	NOUN
crl-16603	296	39	.	.	PUNCT
crl-16603	296	40	com	com	NOUN
crl-16603	296	41	/	/	PUNCT
crl-16603	296	42	not	not	PART
crl-16603	296	43	-	-	PUNCT
crl-16603	296	44	all	all	ADV
crl-16603	296	45	-	-	PUNCT
crl-16603	296	46	oral	oral	ADJ
crl-16603	296	47	-	-	PUNCT
crl-16603	296	48	roberts	robert	NOUN
crl-16603	296	49	-	-	PUNCT
crl-16603	296	50	students	student	NOUN
crl-16603	296	51	-	-	PUNCT
crl-16603	296	52	need	need	NOUN
crl-16603	296	53	-	-	PUNCT
crl-16603	296	54	wear	wear	NOUN
crl-16603	296	55	-	-	PUNCT
crl-16603	296	56	fitbits	fitbit	NOUN
crl-16603	296	57	-	-	PUNCT
crl-16603	296	58	theyre	theyre	NOUN
crl-16603	296	59	-	-	PUNCT
crl-16603	296	60	not	not	PART
crl-16603	296	61	-	-	PUNCT
crl-16603	296	62	tracked	track	VERB
crl-16603	296	63	-	-	PUNCT
crl-16603	296	64	through	through	ADP
crl-16603	296	65	-	-	PUNCT
crl-16603	296	66	campus-2291808	campus-2291808	NOUN
crl-16603	296	67	[	[	PUNCT
crl-16603	296	68	accessed	access	VERB
crl-16603	296	69	26	26	NUM
crl-16603	296	70	february	february	NOUN
crl-16603	296	71	2018	2018	NUM
crl-16603	296	72	]	]	PUNCT
crl-16603	296	73	.	.	PUNCT
crl-16603	297	1	44	44	NUM
crl-16603	297	2	.	.	PUNCT
crl-16603	298	1	liana	liana	PROPN
crl-16603	298	2	heitin	heitin	PROPN
crl-16603	298	3	,	,	PUNCT
crl-16603	298	4	“	"	PUNCT
crl-16603	298	5	all	all	PRON
crl-16603	298	6	in	in	ADP
crl-16603	298	7	the	the	DET
crl-16603	298	8	wrist	wrist	NOUN
crl-16603	298	9	:	:	PUNCT
crl-16603	298	10	can	can	AUX
crl-16603	298	11	a	a	DET
crl-16603	298	12	bracelet	bracelet	NOUN
crl-16603	298	13	measure	measure	NOUN
crl-16603	298	14	student	student	NOUN
crl-16603	298	15	engagement	engagement	NOUN
crl-16603	298	16	?	?	PUNCT
crl-16603	298	17	”	"	PUNCT
crl-16603	299	1	education	education	NOUN
crl-16603	299	2	week	week	NOUN
crl-16603	299	3	(	(	PUNCT
crl-16603	299	4	june	june	PROPN
crl-16603	299	5	15	15	NUM
crl-16603	299	6	,	,	PUNCT
crl-16603	299	7	2012	2012	NUM
crl-16603	299	8	):	):	PUNCT
crl-16603	299	9	para	para	NOUN
crl-16603	299	10	.	.	PROPN
crl-16603	299	11	1	1	NUM
crl-16603	299	12	,	,	PUNCT
crl-16603	299	13	available	available	ADJ
crl-16603	299	14	online	online	ADV
crl-16603	299	15	at	at	ADP
crl-16603	299	16	http://blogs.edweek.org/teachers/teaching_now/2012/06/the_student_engagement_bracelet.html	http://blogs.edweek.org/teachers/teaching_now/2012/06/the_student_engagement_bracelet.html	PROPN
crl-16603	299	17	[	[	X
crl-16603	299	18	accessed	access	VERB
crl-16603	299	19	26	26	NUM
crl-16603	299	20	february	february	NOUN
crl-16603	299	21	2018	2018	NUM
crl-16603	299	22	]	]	PUNCT
crl-16603	299	23	;	;	PUNCT
crl-16603	299	24	stephanie	stephanie	PROPN
crl-16603	299	25	simon	simon	PROPN
crl-16603	299	26	,	,	PUNCT
crl-16603	299	27	“	"	PUNCT
crl-16603	299	28	biosensors	biosensor	NOUN
crl-16603	299	29	to	to	PART
crl-16603	299	30	monitor	monitor	VERB
crl-16603	299	31	u.s	u.s	PROPN
crl-16603	299	32	.	.	PROPN
crl-16603	299	33	students	student	NOUN
crl-16603	299	34	’	’	PART
crl-16603	299	35	attentiveness	attentiveness	NOUN
crl-16603	299	36	,	,	PUNCT
crl-16603	299	37	”	"	PUNCT
crl-16603	299	38	reuters	reuter	NOUN
crl-16603	299	39	(	(	PUNCT
crl-16603	299	40	june	june	PROPN
crl-16603	299	41	13	13	NUM
crl-16603	299	42	,	,	PUNCT
crl-16603	299	43	2012	2012	NUM
crl-16603	299	44	)	)	PUNCT
crl-16603	299	45	,	,	PUNCT
crl-16603	299	46	available	available	ADJ
crl-16603	299	47	online	online	ADV
crl-16603	299	48	at	at	ADP
crl-16603	299	49	www.reuters.com/article/us-usa-education-gates-idusbre85c17z20120613	www.reuters.com/article/us-usa-education-gates-idusbre85c17z20120613	PROPN
crl-16603	299	50	[	[	X
crl-16603	299	51	accessed	access	VERB
crl-16603	299	52	http://www.pbs.org/newshour/updates/new-tool-colleges-using-admissions-decisions-big-data/	http://www.pbs.org/newshour/updates/new-tool-colleges-using-admissions-decisions-big-data/	NOUN
crl-16603	299	53	http://chronicle.com/blogs/headcount/facebook-meets-predictive-analytics/32770	http://chronicle.com/blogs/headcount/facebook-meets-predictive-analytics/32770	NOUN
crl-16603	299	54	http://chronicle.com/article/getting-inside-the-mind-of-an/233403	http://chronicle.com/article/getting-inside-the-mind-of-an/233403	NOUN
crl-16603	299	55	http://chronicle.com/article/what-s-a-trove-of-insights/150887	http://chronicle.com/article/what-s-a-trove-of-insights/150887	PUNCT
crl-16603	299	56	http://chronicle.com/article/what-s-a-trove-of-insights/150887	http://chronicle.com/article/what-s-a-trove-of-insights/150887	PROPN
crl-16603	300	1	https://www.insidehighered.com/news/2013/10/18/u-kentucky-hopes-boost-student-retention-prescriptive-analytics	https://www.insidehighered.com/news/2013/10/18/u-kentucky-hopes-boost-student-retention-prescriptive-analytics	PROPN
crl-16603	300	2	https://www.insidehighered.com/news/2013/10/18/u-kentucky-hopes-boost-student-retention-prescriptive-analytics	https://www.insidehighered.com/news/2013/10/18/u-kentucky-hopes-boost-student-retention-prescriptive-analytics	PROPN
crl-16603	300	3	https://www.campusmanagement.com/higher-education-resources/webcasts/compete-and-succeed-with-knowledge-driven-crm-q-a/	https://www.campusmanagement.com/higher-education-resources/webcasts/compete-and-succeed-with-knowledge-driven-crm-q-a/	PROPN
crl-16603	300	4	https://www.campusmanagement.com/higher-education-resources/webcasts/compete-and-succeed-with-knowledge-driven-crm-q-a/	https://www.campusmanagement.com/higher-education-resources/webcasts/compete-and-succeed-with-knowledge-driven-crm-q-a/	PROPN
crl-16603	300	5	https://www.campusmanagement.com/higher-education-resources/webcasts/compete-and-succeed-with-knowledge-driven-crm-q-a/	https://www.campusmanagement.com/higher-education-resources/webcasts/compete-and-succeed-with-knowledge-driven-crm-q-a/	PROPN
crl-16603	300	6	http://www2.nau.edu/lrm22/blackboard/proximity_cards.html	http://www2.nau.edu/lrm22/blackboard/proximity_cards.html	PROPN
crl-16603	300	7	http://listserv.educause.edu/scripts/wa.exe?a2=cio;ffcd6452.1401	http://listserv.educause.edu/scripts/wa.exe?a2=cio;ffcd6452.1401	PROPN
crl-16603	300	8	http://listserv.educause.edu/scripts/wa.exe?a2=cio;ffcd6452.1401	http://listserv.educause.edu/scripts/wa.exe?a2=cio;ffcd6452.1401	PROPN
crl-16603	300	9	http://technews.olemiss.edu/new-attendance-tracking-scanners-for-um-classrooms/	http://technews.olemiss.edu/new-attendance-tracking-scanners-for-um-classrooms/	PROPN
crl-16603	300	10	http://www.wsj.com/articles/cracking-down-on-skipping-class-1421196743	http://www.wsj.com/articles/cracking-down-on-skipping-class-1421196743	DET
crl-16603	300	11	https://library.educause.edu/resources/2013/6/degree-compass-course-recommendation-system	https://library.educause.edu/resources/2013/6/degree-compass-course-recommendation-system	PROPN
crl-16603	300	12	https://www.air.org/sites/default/files/publications/nudge.pdf	https://www.air.org/sites/default/files/publications/nudge.pdf	NOUN
crl-16603	300	13	https://www.air.org/sites/default/files/publications/nudge.pdf	https://www.air.org/sites/default/files/publications/nudge.pdf	NOUN
crl-16603	300	14	http://www.nytimes.com/2012/07/22/education/edlife/colleges-awakening-to-the-opportunities-of-data-mining.html	http://www.nytimes.com/2012/07/22/education/edlife/colleges-awakening-to-the-opportunities-of-data-mining.html	X
crl-16603	300	15	http://www.nytimes.com/2012/07/22/education/edlife/colleges-awakening-to-the-opportunities-of-data-mining.html	http://www.nytimes.com/2012/07/22/education/edlife/colleges-awakening-to-the-opportunities-of-data-mining.html	X
crl-16603	301	1	http://alfredessa.com/2013/10/can-we-improve-retention-rates-by-giving-students-chocolates/	http://alfredessa.com/2013/10/can-we-improve-retention-rates-by-giving-students-chocolates/	PROPN
crl-16603	301	2	http://alfredessa.com/2013/10/can-we-improve-retention-rates-by-giving-students-chocolates/	http://alfredessa.com/2013/10/can-we-improve-retention-rates-by-giving-students-chocolates/	PROPN
crl-16603	301	3	http://mfeldstein.com/course-signals-effectiveness-data-appears-meaningless-care/	http://mfeldstein.com/course-signals-effectiveness-data-appears-meaningless-care/	PROPN
crl-16603	301	4	https://www.insidehighered.com/news/2013/11/06/researchers-cast-doubt-about-early-warning-systems-effect-retention	https://www.insidehighered.com/news/2013/11/06/researchers-cast-doubt-about-early-warning-systems-effect-retention	NOUN
crl-16603	301	5	https://www.insidehighered.com/news/2013/11/06/researchers-cast-doubt-about-early-warning-systems-effect-retention	https://www.insidehighered.com/news/2013/11/06/researchers-cast-doubt-about-early-warning-systems-effect-retention	NOUN
crl-16603	301	6	http://www.oru.edu/news/oru_news/20160104_fitbit_tracking.php	http://www.oru.edu/news/oru_news/20160104_fitbit_tracking.php	VERB
crl-16603	301	7	http://www.oru.edu/news/oru_news/20160104_fitbit_tracking.php	http://www.oru.edu/news/oru_news/20160104_fitbit_tracking.php	VERB
crl-16603	301	8	http://www.ibtimes.com/not-all-oral-roberts-students-need-wear-fitbits-theyre-not-tracked-through-campus-2291808	http://www.ibtimes.com/not-all-oral-roberts-students-need-wear-fitbits-theyre-not-tracked-through-campus-2291808	NOUN
crl-16603	301	9	http://www.ibtimes.com/not-all-oral-roberts-students-need-wear-fitbits-theyre-not-tracked-through-campus-2291808	http://www.ibtimes.com/not-all-oral-roberts-students-need-wear-fitbits-theyre-not-tracked-through-campus-2291808	NOUN
crl-16603	301	10	http://blogs.edweek.org/teachers/teaching_now/2012/06/the_student_engagement_bracelet.html	http://blogs.edweek.org/teachers/teaching_now/2012/06/the_student_engagement_bracelet.html	ADV
crl-16603	301	11	http://blogs.edweek.org/teachers/teaching_now/2012/06/the_student_engagement_bracelet.html	http://blogs.edweek.org/teachers/teaching_now/2012/06/the_student_engagement_bracelet.html	PROPN
crl-16603	301	12	http://www.reuters.com/article/us-usa-education-gates-idusbre85c17z20120613	http://www.reuters.com/article/us-usa-education-gates-idusbre85c17z20120613	PROPN
crl-16603	301	13	320	320	NUM
crl-16603	301	14	college	college	PROPN
crl-16603	301	15	&	&	CCONJ
crl-16603	301	16	research	research	PROPN
crl-16603	301	17	libraries	library	NOUN
crl-16603	301	18	april	april	PROPN
crl-16603	301	19	2018	2018	NUM
crl-16603	301	20	26	26	NUM
crl-16603	301	21	february	february	NOUN
crl-16603	301	22	2018	2018	NUM
crl-16603	301	23	]	]	PUNCT
crl-16603	301	24	.	.	PUNCT
crl-16603	302	1	45	45	NUM
crl-16603	302	2	.	.	PUNCT
crl-16603	302	3	stan	stan	PROPN
crl-16603	302	4	alcorn	alcorn	PROPN
crl-16603	302	5	,	,	PUNCT
crl-16603	302	6	“	"	PUNCT
crl-16603	302	7	facial	facial	ADJ
crl-16603	302	8	recognition	recognition	NOUN
crl-16603	302	9	in	in	ADP
crl-16603	302	10	the	the	DET
crl-16603	302	11	classroom	classroom	NOUN
crl-16603	302	12	tells	tell	VERB
crl-16603	302	13	teachers	teacher	NOUN
crl-16603	302	14	when	when	SCONJ
crl-16603	302	15	students	student	NOUN
crl-16603	302	16	are	be	AUX
crl-16603	302	17	spacing	space	VERB
crl-16603	302	18	,	,	PUNCT
crl-16603	302	19	”	"	PUNCT
crl-16603	302	20	fast	fast	ADJ
crl-16603	302	21	company	company	NOUN
crl-16603	302	22	(	(	PUNCT
crl-16603	302	23	oct	oct	PROPN
crl-16603	302	24	.	.	PROPN
crl-16603	302	25	18	18	NUM
crl-16603	302	26	,	,	PUNCT
crl-16603	302	27	2013	2013	NUM
crl-16603	302	28	)	)	PUNCT
crl-16603	302	29	,	,	PUNCT
crl-16603	302	30	available	available	ADJ
crl-16603	302	31	online	online	ADV
crl-16603	302	32	at	at	ADP
crl-16603	302	33	www.fastcoexist.com/3018861/facialrecognition-in-the-classroom-tells-teachers-when-students-are-spacing	www.fastcoexist.com/3018861/facialrecognition-in-the-classroom-tells-teachers-when-students-are-space	VERB
crl-16603	302	34	[	[	PUNCT
crl-16603	302	35	accessed	access	VERB
crl-16603	302	36	26	26	NUM
crl-16603	302	37	february	february	NOUN
crl-16603	302	38	2018	2018	NUM
crl-16603	302	39	]	]	PUNCT
crl-16603	302	40	;	;	PUNCT
crl-16603	302	41	ben	ben	PROPN
crl-16603	302	42	schiller	schiller	PROPN
crl-16603	302	43	,	,	PUNCT
crl-16603	302	44	“	"	PUNCT
crl-16603	302	45	it	it	PRON
crl-16603	302	46	’ll	’ll	AUX
crl-16603	302	47	be	be	AUX
crl-16603	302	48	a	a	DET
crl-16603	302	49	lot	lot	NOUN
crl-16603	302	50	harder	hard	ADJ
crl-16603	302	51	to	to	PART
crl-16603	302	52	cut	cut	VERB
crl-16603	302	53	class	class	NOUN
crl-16603	302	54	with	with	ADP
crl-16603	302	55	this	this	DET
crl-16603	302	56	classroom	classroom	NOUN
crl-16603	302	57	facial	facial	ADJ
crl-16603	302	58	-	-	PUNCT
crl-16603	302	59	recognition	recognition	NOUN
crl-16603	302	60	app	app	NOUN
crl-16603	302	61	,	,	PUNCT
crl-16603	302	62	”	"	PUNCT
crl-16603	302	63	fast	fast	ADJ
crl-16603	302	64	company	company	NOUN
crl-16603	302	65	(	(	PUNCT
crl-16603	302	66	feb	feb	PROPN
crl-16603	302	67	.	.	PROPN
crl-16603	302	68	17	17	NUM
crl-16603	302	69	,	,	PUNCT
crl-16603	302	70	2015	2015	NUM
crl-16603	302	71	)	)	PUNCT
crl-16603	302	72	,	,	PUNCT
crl-16603	302	73	available	available	ADJ
crl-16603	302	74	online	online	ADV
crl-16603	302	75	at	at	ADP
crl-16603	302	76	www.fastcoexist.com/3042445/itll-be-alot-harder-to-cut-class-with-this-classroom-facial-recognition-app	www.fastcoexist.com/3042445/itll-be-alot-harder-to-cut-class-with-this-classroom-facial-recognition-app	NOUN
crl-16603	302	77	[	[	X
crl-16603	302	78	accessed	access	VERB
crl-16603	302	79	26	26	NUM
crl-16603	302	80	february	february	NOUN
crl-16603	302	81	2018	2018	NUM
crl-16603	302	82	]	]	PUNCT
crl-16603	302	83	.	.	PUNCT
crl-16603	303	1	46	46	NUM
crl-16603	303	2	.	.	PUNCT
crl-16603	304	1	rui	rui	PROPN
crl-16603	304	2	wang	wang	PROPN
crl-16603	304	3	,	,	PUNCT
crl-16603	304	4	gabriella	gabriella	PROPN
crl-16603	304	5	harari	harari	PROPN
crl-16603	304	6	,	,	PUNCT
crl-16603	304	7	peilin	peilin	PROPN
crl-16603	304	8	hao	hao	PROPN
crl-16603	304	9	,	,	PUNCT
crl-16603	304	10	xia	xia	PROPN
crl-16603	304	11	zhou	zhou	PROPN
crl-16603	304	12	,	,	PUNCT
crl-16603	304	13	and	and	CCONJ
crl-16603	304	14	andrew	andrew	PROPN
crl-16603	304	15	t.	t.	PROPN
crl-16603	304	16	campbell	campbell	PROPN
crl-16603	304	17	,	,	PUNCT
crl-16603	304	18	“	"	PUNCT
crl-16603	304	19	smartgpa	smartgpa	NOUN
crl-16603	304	20	:	:	PUNCT
crl-16603	304	21	how	how	SCONJ
crl-16603	304	22	smartphones	smartphone	NOUN
crl-16603	304	23	can	can	AUX
crl-16603	304	24	assess	assess	VERB
crl-16603	304	25	and	and	CCONJ
crl-16603	304	26	predict	predict	VERB
crl-16603	304	27	academic	academic	ADJ
crl-16603	304	28	performance	performance	NOUN
crl-16603	304	29	of	of	ADP
crl-16603	304	30	college	college	NOUN
crl-16603	304	31	students	student	NOUN
crl-16603	304	32	”	"	PUNCT
crl-16603	304	33	(	(	PUNCT
crl-16603	304	34	paper	paper	NOUN
crl-16603	304	35	presented	present	VERB
crl-16603	304	36	at	at	ADP
crl-16603	304	37	the	the	DET
crl-16603	304	38	2015	2015	NUM
crl-16603	304	39	acm	acm	PROPN
crl-16603	304	40	international	international	ADJ
crl-16603	304	41	joint	joint	ADJ
crl-16603	304	42	conference	conference	NOUN
crl-16603	304	43	on	on	ADP
crl-16603	304	44	pervasive	pervasive	ADJ
crl-16603	304	45	and	and	CCONJ
crl-16603	304	46	ubiquitous	ubiquitous	ADJ
crl-16603	304	47	computing	computing	NOUN
crl-16603	304	48	,	,	PUNCT
crl-16603	304	49	japan	japan	PROPN
crl-16603	304	50	,	,	PUNCT
crl-16603	304	51	2015	2015	NUM
crl-16603	304	52	)	)	PUNCT
crl-16603	304	53	.	.	PUNCT
crl-16603	305	1	47	47	NUM
crl-16603	305	2	.	.	PUNCT
crl-16603	305	3	rebecca	rebecca	NOUN
crl-16603	305	4	eynon	eynon	PROPN
crl-16603	305	5	,	,	PUNCT
crl-16603	305	6	“	"	PUNCT
crl-16603	305	7	the	the	DET
crl-16603	305	8	quantified	quantified	ADJ
crl-16603	305	9	self	self	NOUN
crl-16603	305	10	for	for	ADP
crl-16603	305	11	learning	learn	VERB
crl-16603	305	12	:	:	PUNCT
crl-16603	305	13	critical	critical	ADJ
crl-16603	305	14	questions	question	NOUN
crl-16603	305	15	for	for	ADP
crl-16603	305	16	education	education	NOUN
crl-16603	305	17	,	,	PUNCT
crl-16603	305	18	”	"	PUNCT
crl-16603	305	19	learning	learning	NOUN
crl-16603	305	20	,	,	PUNCT
crl-16603	305	21	media	medium	NOUN
crl-16603	305	22	,	,	PUNCT
crl-16603	305	23	and	and	CCONJ
crl-16603	305	24	technology	technology	NOUN
crl-16603	305	25	40	40	NUM
crl-16603	305	26	,	,	PUNCT
crl-16603	305	27	no	no	INTJ
crl-16603	305	28	.	.	NOUN
crl-16603	305	29	4	4	NUM
crl-16603	305	30	,	,	PUNCT
crl-16603	305	31	doi:10.1080/17439884.2015.1100797	doi:10.1080/17439884.2015.1100797	PROPN
crl-16603	305	32	;	;	PUNCT
crl-16603	305	33	erik	erik	PROPN
crl-16603	305	34	duval	duval	PROPN
crl-16603	305	35	,	,	PUNCT
crl-16603	305	36	joris	joris	PROPN
crl-16603	305	37	klerkx	klerkx	PROPN
crl-16603	305	38	,	,	PUNCT
crl-16603	305	39	katrien	katrien	PROPN
crl-16603	305	40	verbert	verbert	NOUN
crl-16603	305	41	,	,	PUNCT
crl-16603	305	42	till	till	SCONJ
crl-16603	305	43	nagel	nagel	PROPN
crl-16603	305	44	,	,	PUNCT
crl-16603	305	45	sten	sten	PROPN
crl-16603	305	46	govaerts	govaert	NOUN
crl-16603	305	47	,	,	PUNCT
crl-16603	305	48	gonzalo	gonzalo	PROPN
crl-16603	305	49	parra	parra	PROPN
crl-16603	305	50	,	,	PUNCT
crl-16603	305	51	jose	jose	PROPN
crl-16603	305	52	luis	luis	PROPN
crl-16603	305	53	santos	santos	PROPN
crl-16603	305	54	,	,	PUNCT
crl-16603	305	55	and	and	CCONJ
crl-16603	305	56	bram	bram	PROPN
crl-16603	305	57	vandeputte	vandeputte	PROPN
crl-16603	305	58	,	,	PUNCT
crl-16603	305	59	“	"	PUNCT
crl-16603	305	60	learning	learn	VERB
crl-16603	305	61	dashboards	dashboard	NOUN
crl-16603	305	62	and	and	CCONJ
crl-16603	305	63	learnscapes	learnscape	NOUN
crl-16603	305	64	”	"	PUNCT
crl-16603	305	65	(	(	PUNCT
crl-16603	305	66	paper	paper	NOUN
crl-16603	305	67	presented	present	VERB
crl-16603	305	68	at	at	ADP
crl-16603	305	69	chi	chi	PROPN
crl-16603	305	70	2012	2012	NUM
crl-16603	305	71	,	,	PUNCT
crl-16603	305	72	usa	usa	PROPN
crl-16603	305	73	)	)	PUNCT
crl-16603	305	74	.	.	PUNCT
crl-16603	306	1	48	48	NUM
crl-16603	306	2	.	.	PUNCT
crl-16603	307	1	margie	margie	PROPN
crl-16603	307	2	jantti	jantti	PROPN
crl-16603	307	3	and	and	CCONJ
crl-16603	307	4	brian	brian	PROPN
crl-16603	307	5	cox	cox	PROPN
crl-16603	307	6	,	,	PUNCT
crl-16603	307	7	“	"	PUNCT
crl-16603	307	8	measuring	measure	VERB
crl-16603	307	9	the	the	DET
crl-16603	307	10	value	value	NOUN
crl-16603	307	11	of	of	ADP
crl-16603	307	12	library	library	ADJ
crl-16603	307	13	resources	resource	NOUN
crl-16603	307	14	and	and	CCONJ
crl-16603	307	15	student	student	NOUN
crl-16603	307	16	academic	academic	ADJ
crl-16603	307	17	performance	performance	NOUN
crl-16603	307	18	through	through	ADP
crl-16603	307	19	relational	relational	ADJ
crl-16603	307	20	datasets	dataset	NOUN
crl-16603	307	21	,	,	PUNCT
crl-16603	307	22	”	"	PUNCT
crl-16603	307	23	evidence	evidence	NOUN
crl-16603	307	24	based	base	VERB
crl-16603	307	25	library	library	NOUN
crl-16603	307	26	and	and	CCONJ
crl-16603	307	27	information	information	NOUN
crl-16603	307	28	practice	practice	NOUN
crl-16603	307	29	8	8	NUM
crl-16603	307	30	,	,	PUNCT
crl-16603	307	31	no	no	INTJ
crl-16603	307	32	.	.	NOUN
crl-16603	308	1	2	2	NUM
crl-16603	308	2	:	:	SYM
crl-16603	308	3	135	135	NUM
crl-16603	308	4	,	,	PUNCT
crl-16603	308	5	doi:10.18438	doi:10.18438	NOUN
crl-16603	308	6	/	/	SYM
crl-16603	308	7	b8q89f	b8q89f	NOUN
crl-16603	308	8	.	.	PROPN
crl-16603	308	9	49	49	NUM
crl-16603	308	10	.	.	PUNCT
crl-16603	309	1	janice	janice	PROPN
crl-16603	309	2	simmons	simmons	PROPN
crl-16603	309	3	-	-	PUNCT
crl-16603	309	4	welburn	welburn	PROPN
crl-16603	309	5	,	,	PUNCT
crl-16603	309	6	georgie	georgie	PROPN
crl-16603	309	7	donovan	donovan	PROPN
crl-16603	309	8	,	,	PUNCT
crl-16603	309	9	and	and	CCONJ
crl-16603	309	10	laura	laura	PROPN
crl-16603	309	11	bender	bender	PROPN
crl-16603	309	12	,	,	PUNCT
crl-16603	309	13	“	"	PUNCT
crl-16603	309	14	transforming	transform	VERB
crl-16603	309	15	the	the	DET
crl-16603	309	16	library	library	NOUN
crl-16603	309	17	:	:	PUNCT
crl-16603	309	18	the	the	DET
crl-16603	309	19	case	case	NOUN
crl-16603	309	20	for	for	ADP
crl-16603	309	21	libraries	library	NOUN
crl-16603	309	22	to	to	PART
crl-16603	309	23	end	end	VERB
crl-16603	309	24	incremental	incremental	ADJ
crl-16603	309	25	measures	measure	NOUN
crl-16603	309	26	and	and	CCONJ
crl-16603	309	27	solve	solve	VERB
crl-16603	309	28	problems	problem	NOUN
crl-16603	309	29	for	for	ADP
crl-16603	309	30	their	their	PRON
crl-16603	309	31	campuses	campus	NOUN
crl-16603	309	32	now	now	ADV
crl-16603	309	33	,	,	PUNCT
crl-16603	309	34	”	"	PUNCT
crl-16603	309	35	library	library	PROPN
crl-16603	309	36	administration	administration	PROPN
crl-16603	309	37	&	&	CCONJ
crl-16603	309	38	management	management	PROPN
crl-16603	309	39	22	22	NUM
crl-16603	309	40	,	,	PUNCT
crl-16603	309	41	no	no	INTJ
crl-16603	309	42	.	.	NOUN
crl-16603	310	1	3	3	NUM
crl-16603	310	2	:	:	SYM
crl-16603	310	3	132	132	NUM
crl-16603	310	4	,	,	PUNCT
crl-16603	310	5	available	available	ADJ
crl-16603	310	6	online	online	ADV
crl-16603	310	7	at	at	ADP
crl-16603	310	8	https://journals.tdl	https://journals.tdl	PROPN
crl-16603	310	9	.	.	PUNCT
crl-16603	310	10	org	org	PROPN
crl-16603	310	11	/	/	SYM
crl-16603	310	12	llm	llm	NOUN
crl-16603	310	13	/	/	SYM
crl-16603	310	14	index.php	index.php	VERB
crl-16603	310	15	/	/	SYM
crl-16603	310	16	llm	llm	NOUN
crl-16603	310	17	/	/	SYM
crl-16603	310	18	article	article	NOUN
crl-16603	310	19	/	/	SYM
crl-16603	310	20	view/1740/1020	view/1740/1020	NOUN
crl-16603	311	1	[	[	X
crl-16603	311	2	accessed	access	VERB
crl-16603	311	3	26	26	NUM
crl-16603	311	4	february	february	NOUN
crl-16603	311	5	2018	2018	NUM
crl-16603	311	6	]	]	PUNCT
crl-16603	311	7	;	;	PUNCT
crl-16603	311	8	ed	ed	NOUN
crl-16603	311	9	cherry	cherry	NOUN
crl-16603	311	10	,	,	PUNCT
crl-16603	311	11	stephanie	stephanie	PROPN
crl-16603	311	12	havron	havron	PROPN
crl-16603	311	13	rollins	rollin	NOUN
crl-16603	311	14	,	,	PUNCT
crl-16603	311	15	and	and	CCONJ
crl-16603	311	16	toner	toner	NOUN
crl-16603	311	17	evans	evan	NOUN
crl-16603	311	18	,	,	PUNCT
crl-16603	311	19	“	"	PUNCT
crl-16603	311	20	proving	prove	VERB
crl-16603	311	21	our	our	PRON
crl-16603	311	22	worth	worth	NOUN
crl-16603	311	23	:	:	PUNCT
crl-16603	311	24	the	the	DET
crl-16603	311	25	impact	impact	NOUN
crl-16603	311	26	of	of	ADP
crl-16603	311	27	electronic	electronic	ADJ
crl-16603	311	28	resource	resource	NOUN
crl-16603	311	29	usage	usage	NOUN
crl-16603	311	30	on	on	ADP
crl-16603	311	31	academic	academic	ADJ
crl-16603	311	32	achievement	achievement	NOUN
crl-16603	311	33	,	,	PUNCT
crl-16603	311	34	”	"	PUNCT
crl-16603	311	35	college	college	PROPN
crl-16603	311	36	&	&	CCONJ
crl-16603	311	37	undergraduate	undergraduate	PROPN
crl-16603	311	38	libraries	library	NOUN
crl-16603	311	39	20	20	NUM
crl-16603	311	40	,	,	PUNCT
crl-16603	311	41	no	no	INTJ
crl-16603	311	42	.	.	NOUN
crl-16603	311	43	3/4	3/4	NUM
crl-16603	311	44	,	,	PUNCT
crl-16603	311	45	doi:10.1080/10691316	doi:10.1080/10691316	X
crl-16603	311	46	.	.	PUNCT
crl-16603	312	1	2013.829378	2013.829378	NOUN
crl-16603	312	2	;	;	PUNCT
crl-16603	312	3	gregory	gregory	PROPN
crl-16603	312	4	a.	a.	PROPN
crl-16603	312	5	crawford	crawford	PROPN
crl-16603	312	6	,	,	PUNCT
crl-16603	312	7	“	"	PUNCT
crl-16603	312	8	the	the	DET
crl-16603	312	9	academic	academic	ADJ
crl-16603	312	10	library	library	NOUN
crl-16603	312	11	and	and	CCONJ
crl-16603	312	12	student	student	NOUN
crl-16603	312	13	retention	retention	NOUN
crl-16603	312	14	and	and	CCONJ
crl-16603	312	15	graduation	graduation	NOUN
crl-16603	312	16	:	:	PUNCT
crl-16603	312	17	an	an	DET
crl-16603	312	18	exploratory	exploratory	ADJ
crl-16603	312	19	study	study	NOUN
crl-16603	312	20	,	,	PUNCT
crl-16603	312	21	”	"	PUNCT
crl-16603	312	22	portal	portal	ADJ
crl-16603	312	23	:	:	PUNCT
crl-16603	312	24	libraries	library	NOUN
crl-16603	312	25	and	and	CCONJ
crl-16603	312	26	the	the	DET
crl-16603	312	27	academy	academy	NOUN
crl-16603	312	28	15	15	NUM
crl-16603	312	29	,	,	PUNCT
crl-16603	312	30	no	no	INTJ
crl-16603	312	31	.	.	NOUN
crl-16603	312	32	1	1	NUM
crl-16603	312	33	,	,	PUNCT
crl-16603	312	34	doi:10.1353	doi:10.1353	NOUN
crl-16603	312	35	/	/	SYM
crl-16603	312	36	pla.2015.0003	pla.2015.0003	PROPN
crl-16603	312	37	;	;	PUNCT
crl-16603	312	38	joseph	joseph	PROPN
crl-16603	312	39	r.	r.	PROPN
crl-16603	312	40	matthews	matthews	PROPN
crl-16603	312	41	,	,	PUNCT
crl-16603	312	42	library	library	ADJ
crl-16603	312	43	assessment	assessment	NOUN
crl-16603	312	44	in	in	ADP
crl-16603	312	45	higher	high	ADJ
crl-16603	312	46	education	education	NOUN
crl-16603	312	47	,	,	PUNCT
crl-16603	312	48	2nd	2nd	ADJ
crl-16603	312	49	ed	ed	NOUN
crl-16603	312	50	.	.	PUNCT
crl-16603	313	1	(	(	PUNCT
crl-16603	313	2	santa	santa	PROPN
crl-16603	313	3	barbara	barbara	PROPN
crl-16603	313	4	,	,	PUNCT
crl-16603	313	5	calif	calif	PROPN
crl-16603	313	6	.	.	PUNCT
crl-16603	313	7	:	:	PUNCT
crl-16603	313	8	libraries	library	NOUN
crl-16603	313	9	unlimited	unlimited	ADJ
crl-16603	313	10	,	,	PUNCT
crl-16603	313	11	2014	2014	NUM
crl-16603	313	12	)	)	PUNCT
crl-16603	313	13	;	;	PUNCT
crl-16603	313	14	oakleaf	oakleaf	NOUN
crl-16603	313	15	,	,	PUNCT
crl-16603	313	16	“	"	PUNCT
crl-16603	313	17	the	the	DET
crl-16603	313	18	value	value	NOUN
crl-16603	313	19	of	of	ADP
crl-16603	313	20	academic	academic	ADJ
crl-16603	313	21	libraries	library	NOUN
crl-16603	313	22	”	"	PUNCT
crl-16603	313	23	;	;	PUNCT
crl-16603	313	24	john	john	PROPN
crl-16603	313	25	k.	k.	PROPN
crl-16603	313	26	stemmer	stemmer	PROPN
crl-16603	313	27	and	and	CCONJ
crl-16603	313	28	david	david	PROPN
crl-16603	313	29	m.	m.	PROPN
crl-16603	313	30	mahan	mahan	PROPN
crl-16603	313	31	,	,	PUNCT
crl-16603	313	32	“	"	PUNCT
crl-16603	313	33	investigating	investigate	VERB
crl-16603	313	34	the	the	DET
crl-16603	313	35	relationship	relationship	NOUN
crl-16603	313	36	of	of	ADP
crl-16603	313	37	library	library	ADJ
crl-16603	313	38	usage	usage	NOUN
crl-16603	313	39	to	to	ADP
crl-16603	313	40	student	student	NOUN
crl-16603	313	41	outcomes	outcome	NOUN
crl-16603	313	42	,	,	PUNCT
crl-16603	313	43	”	"	PUNCT
crl-16603	313	44	college	college	PROPN
crl-16603	313	45	&	&	CCONJ
crl-16603	313	46	research	research	PROPN
crl-16603	313	47	libraries	library	NOUN
crl-16603	313	48	77	77	NUM
crl-16603	313	49	,	,	PUNCT
crl-16603	313	50	no	no	INTJ
crl-16603	313	51	.	.	NOUN
crl-16603	313	52	3	3	NUM
crl-16603	313	53	,	,	PUNCT
crl-16603	313	54	available	available	ADJ
crl-16603	313	55	online	online	ADV
crl-16603	313	56	at	at	ADP
crl-16603	313	57	https://crl.acrl.org/index.php/crl/article/view/16514	https://crl.acrl.org/index.php/crl/article/view/16514	NOUN
crl-16603	313	58	[	[	X
crl-16603	313	59	accessed	access	VERB
crl-16603	313	60	26	26	NUM
crl-16603	313	61	february	february	NOUN
crl-16603	313	62	2018	2018	NUM
crl-16603	313	63	]	]	PUNCT
crl-16603	313	64	.	.	PUNCT
crl-16603	314	1	50	50	NUM
crl-16603	314	2	.	.	X
crl-16603	314	3	association	association	NOUN
crl-16603	314	4	of	of	ADP
crl-16603	314	5	college	college	PROPN
crl-16603	314	6	and	and	CCONJ
crl-16603	314	7	research	research	NOUN
crl-16603	314	8	libraries	library	NOUN
crl-16603	314	9	,	,	PUNCT
crl-16603	314	10	“	"	PUNCT
crl-16603	314	11	standards	standard	NOUN
crl-16603	314	12	for	for	ADP
crl-16603	314	13	libraries	library	NOUN
crl-16603	314	14	in	in	ADP
crl-16603	314	15	higher	high	ADJ
crl-16603	314	16	education	education	NOUN
crl-16603	314	17	”	"	PUNCT
crl-16603	314	18	(	(	PUNCT
crl-16603	314	19	2011	2011	NUM
crl-16603	314	20	)	)	PUNCT
crl-16603	314	21	,	,	PUNCT
crl-16603	314	22	available	available	ADJ
crl-16603	314	23	online	online	ADV
crl-16603	314	24	at	at	ADP
crl-16603	314	25	www.ala.org/acrl/sites/ala.org.acrl/files/content/standards/slhe	www.ala.org/acrl/sites/ala.org.acrl/files/content/standards/slhe	PROPN
crl-16603	314	26	.	.	PUNCT
crl-16603	314	27	pdf	pdf	NOUN
crl-16603	315	1	[	[	X
crl-16603	315	2	accessed	access	VERB
crl-16603	315	3	26	26	NUM
crl-16603	315	4	february	february	NOUN
crl-16603	315	5	2018	2018	NUM
crl-16603	315	6	]	]	PUNCT
crl-16603	315	7	.	.	PUNCT
crl-16603	316	1	51	51	NUM
crl-16603	316	2	.	.	PUNCT
crl-16603	317	1	james	james	PROPN
crl-16603	317	2	j.	j.	PROPN
crl-16603	317	3	duderstadt	duderstadt	PROPN
crl-16603	317	4	,	,	PUNCT
crl-16603	317	5	“	"	PUNCT
crl-16603	317	6	possible	possible	ADJ
crl-16603	317	7	futures	future	NOUN
crl-16603	317	8	for	for	ADP
crl-16603	317	9	the	the	DET
crl-16603	317	10	research	research	NOUN
crl-16603	317	11	library	library	NOUN
crl-16603	317	12	in	in	ADP
crl-16603	317	13	the	the	DET
crl-16603	317	14	21st	21st	ADJ
crl-16603	317	15	century	century	NOUN
crl-16603	317	16	,	,	PUNCT
crl-16603	317	17	”	"	PUNCT
crl-16603	317	18	journal	journal	NOUN
crl-16603	317	19	of	of	ADP
crl-16603	317	20	library	library	PROPN
crl-16603	317	21	administration	administration	NOUN
crl-16603	317	22	49	49	NUM
crl-16603	317	23	,	,	PUNCT
crl-16603	317	24	no	no	INTJ
crl-16603	317	25	.	.	NOUN
crl-16603	318	1	3	3	NUM
crl-16603	318	2	:	:	SYM
crl-16603	318	3	220	220	NUM
crl-16603	318	4	,	,	PUNCT
crl-16603	318	5	doi:10.1080/01930820902784770	doi:10.1080/01930820902784770	NOUN
crl-16603	318	6	.	.	PUNCT
crl-16603	319	1	52	52	NUM
crl-16603	319	2	.	.	PUNCT
crl-16603	320	1	kevin	kevin	PROPN
crl-16603	320	2	cullen	cullen	PROPN
crl-16603	320	3	,	,	PUNCT
crl-16603	320	4	“	"	PUNCT
crl-16603	320	5	delving	delve	VERB
crl-16603	320	6	into	into	ADP
crl-16603	320	7	data	datum	NOUN
crl-16603	320	8	,	,	PUNCT
crl-16603	320	9	”	"	PUNCT
crl-16603	320	10	library	library	NOUN
crl-16603	320	11	journal	journal	NOUN
crl-16603	320	12	130	130	NUM
crl-16603	320	13	,	,	PUNCT
crl-16603	320	14	no	no	INTJ
crl-16603	320	15	.	.	NOUN
crl-16603	320	16	13	13	NUM
crl-16603	320	17	,	,	PUNCT
crl-16603	320	18	available	available	ADJ
crl-16603	320	19	online	online	ADV
crl-16603	320	20	at	at	ADP
crl-16603	320	21	http://	http://	PROPN
crl-16603	320	22	lj.libraryjournal.com/2005/08/technology/delving-into-data/	lj.libraryjournal.com/2005/08/technology/delving-into-data/	PROPN
crl-16603	321	1	[	[	X
crl-16603	321	2	accessed	access	VERB
crl-16603	321	3	26	26	NUM
crl-16603	321	4	february	february	NOUN
crl-16603	321	5	2018	2018	NUM
crl-16603	321	6	]	]	PUNCT
crl-16603	321	7	;	;	PUNCT
crl-16603	321	8	scott	scott	PROPN
crl-16603	321	9	nicholson	nicholson	PROPN
crl-16603	321	10	,	,	PUNCT
crl-16603	321	11	“	"	PUNCT
crl-16603	321	12	approaching	approach	VERB
crl-16603	321	13	librarianship	librarianship	NOUN
crl-16603	321	14	from	from	ADP
crl-16603	321	15	the	the	DET
crl-16603	321	16	data	datum	NOUN
crl-16603	321	17	:	:	PUNCT
crl-16603	321	18	using	use	VERB
crl-16603	321	19	bibliomining	bibliomine	VERB
crl-16603	321	20	for	for	ADP
crl-16603	321	21	evidencebased	evidencebased	ADJ
crl-16603	321	22	librarianship	librarianship	NOUN
crl-16603	321	23	,	,	PUNCT
crl-16603	321	24	”	"	PUNCT
crl-16603	321	25	library	library	NOUN
crl-16603	321	26	hi	hi	INTJ
crl-16603	321	27	tech	tech	NOUN
crl-16603	321	28	24	24	NUM
crl-16603	321	29	,	,	PUNCT
crl-16603	321	30	no	no	INTJ
crl-16603	321	31	.	.	NOUN
crl-16603	321	32	3	3	NUM
crl-16603	321	33	,	,	PUNCT
crl-16603	321	34	doi:10.1108/07378830610692136	doi:10.1108/07378830610692136	NOUN
crl-16603	321	35	;	;	PUNCT
crl-16603	321	36	chwei	chwei	PROPN
crl-16603	321	37	-	-	PUNCT
crl-16603	321	38	shyong	shyong	NOUN
crl-16603	321	39	tsai	tsai	PROPN
crl-16603	321	40	and	and	CCONJ
crl-16603	321	41	mu	mu	PROPN
crl-16603	321	42	-	-	PUNCT
crl-16603	321	43	yen	yen	NOUN
crl-16603	321	44	chen	chen	PROPN
crl-16603	321	45	,	,	PUNCT
crl-16603	321	46	“	"	PUNCT
crl-16603	321	47	using	use	VERB
crl-16603	321	48	adaptive	adaptive	ADJ
crl-16603	321	49	resonance	resonance	NOUN
crl-16603	321	50	theory	theory	NOUN
crl-16603	321	51	and	and	CCONJ
crl-16603	321	52	data	data	NOUN
crl-16603	321	53	-	-	PUNCT
crl-16603	321	54	mining	mining	NOUN
crl-16603	321	55	techniques	technique	NOUN
crl-16603	321	56	for	for	ADP
crl-16603	321	57	materials	material	NOUN
crl-16603	321	58	recommendation	recommendation	NOUN
crl-16603	321	59	based	base	VERB
crl-16603	321	60	on	on	ADP
crl-16603	321	61	the	the	DET
crl-16603	321	62	e	e	PROPN
crl-16603	321	63	-	-	PROPN
crl-16603	321	64	library	library	ADJ
crl-16603	321	65	environment	environment	NOUN
crl-16603	321	66	,	,	PUNCT
crl-16603	321	67	”	"	PUNCT
crl-16603	321	68	electronic	electronic	ADJ
crl-16603	321	69	library	library	NOUN
crl-16603	321	70	26	26	NUM
crl-16603	321	71	,	,	PUNCT
crl-16603	321	72	no	no	INTJ
crl-16603	321	73	.	.	NOUN
crl-16603	321	74	3	3	NUM
crl-16603	321	75	,	,	PUNCT
crl-16603	321	76	doi:10.1108/02640470810879455	doi:10.1108/02640470810879455	ADJ
crl-16603	321	77	.	.	PUNCT
crl-16603	322	1	53	53	NUM
crl-16603	322	2	.	.	PUNCT
crl-16603	323	1	margie	margie	PROPN
crl-16603	323	2	jantti	jantti	PROPN
crl-16603	323	3	,	,	PUNCT
crl-16603	323	4	“	"	PUNCT
crl-16603	323	5	libraries	library	NOUN
crl-16603	323	6	and	and	CCONJ
crl-16603	323	7	big	big	ADJ
crl-16603	323	8	data	datum	NOUN
crl-16603	323	9	:	:	PUNCT
crl-16603	323	10	a	a	DET
crl-16603	323	11	new	new	ADJ
crl-16603	323	12	view	view	NOUN
crl-16603	323	13	on	on	ADP
crl-16603	323	14	impact	impact	NOUN
crl-16603	323	15	and	and	CCONJ
crl-16603	323	16	affect	affect	VERB
crl-16603	323	17	,	,	PUNCT
crl-16603	323	18	”	"	PUNCT
crl-16603	323	19	in	in	ADP
crl-16603	323	20	quality	quality	NOUN
crl-16603	323	21	and	and	CCONJ
crl-16603	323	22	the	the	DET
crl-16603	323	23	academic	academic	ADJ
crl-16603	323	24	library	library	NOUN
crl-16603	323	25	:	:	PUNCT
crl-16603	323	26	reviewing	review	VERB
crl-16603	323	27	,	,	PUNCT
crl-16603	323	28	assessing	assess	VERB
crl-16603	323	29	and	and	CCONJ
crl-16603	323	30	enhancing	enhance	VERB
crl-16603	323	31	service	service	NOUN
crl-16603	323	32	provision	provision	NOUN
crl-16603	323	33	,	,	PUNCT
crl-16603	323	34	ed	ed	NOUN
crl-16603	323	35	.	.	PUNCT
crl-16603	324	1	jeremy	jeremy	PROPN
crl-16603	324	2	atkinson	atkinson	PROPN
crl-16603	324	3	(	(	PUNCT
crl-16603	324	4	cambridge	cambridge	PROPN
crl-16603	324	5	:	:	PUNCT
crl-16603	324	6	chandos	chando	NOUN
crl-16603	324	7	publishing	publishing	NOUN
crl-16603	324	8	,	,	PUNCT
crl-16603	324	9	2016	2016	NUM
crl-16603	324	10	)	)	PUNCT
crl-16603	324	11	;	;	PUNCT
crl-16603	324	12	john	john	PROPN
crl-16603	324	13	renaud	renaud	PROPN
crl-16603	324	14	,	,	PUNCT
crl-16603	324	15	scott	scott	PROPN
crl-16603	324	16	britton	britton	PROPN
crl-16603	324	17	,	,	PUNCT
crl-16603	324	18	dingding	dingding	PROPN
crl-16603	324	19	wang	wang	PROPN
crl-16603	324	20	,	,	PUNCT
crl-16603	324	21	and	and	CCONJ
crl-16603	324	22	mitsunori	mitsunori	PROPN
crl-16603	324	23	ogihara	ogihara	PROPN
crl-16603	324	24	,	,	PUNCT
crl-16603	324	25	“	"	PUNCT
crl-16603	324	26	mining	mining	NOUN
crl-16603	324	27	library	library	NOUN
crl-16603	324	28	and	and	CCONJ
crl-16603	324	29	university	university	NOUN
crl-16603	324	30	data	datum	NOUN
crl-16603	324	31	to	to	PART
crl-16603	324	32	understand	understand	VERB
crl-16603	324	33	library	library	NOUN
crl-16603	324	34	use	use	NOUN
crl-16603	324	35	patterns	pattern	NOUN
crl-16603	324	36	,	,	PUNCT
crl-16603	324	37	”	"	PUNCT
crl-16603	324	38	electronic	electronic	ADJ
crl-16603	324	39	library	library	NOUN
crl-16603	324	40	33	33	NUM
crl-16603	324	41	,	,	PUNCT
crl-16603	324	42	no	no	INTJ
crl-16603	324	43	.	.	NOUN
crl-16603	324	44	3	3	NUM
crl-16603	324	45	,	,	PUNCT
crl-16603	324	46	doi:10.1108	doi:10.1108	NOUN
crl-16603	324	47	/	/	SYM
crl-16603	324	48	el-07	el-07	NOUN
crl-16603	324	49	-	-	PUNCT
crl-16603	324	50	2013	2013	NUM
crl-16603	324	51	-	-	PUNCT
crl-16603	324	52	0136	0136	NUM
crl-16603	324	53	.	.	PUNCT
crl-16603	325	1	54	54	NUM
crl-16603	325	2	.	.	X
crl-16603	325	3	jantti	jantti	PROPN
crl-16603	325	4	and	and	CCONJ
crl-16603	325	5	cox	cox	PROPN
crl-16603	325	6	,	,	PUNCT
crl-16603	325	7	“	"	PUNCT
crl-16603	325	8	measuring	measure	VERB
crl-16603	325	9	the	the	DET
crl-16603	325	10	value	value	NOUN
crl-16603	325	11	,	,	PUNCT
crl-16603	325	12	”	"	PUNCT
crl-16603	325	13	166	166	NUM
crl-16603	325	14	.	.	PUNCT
crl-16603	325	15	55	55	NUM
crl-16603	325	16	.	.	PUNCT
crl-16603	326	1	ellen	ellen	PROPN
crl-16603	326	2	collins	collins	PROPN
crl-16603	326	3	and	and	CCONJ
crl-16603	326	4	graham	graham	PROPN
crl-16603	326	5	stone	stone	PROPN
crl-16603	326	6	,	,	PUNCT
crl-16603	326	7	“	"	PUNCT
crl-16603	326	8	understanding	understand	VERB
crl-16603	326	9	patterns	pattern	NOUN
crl-16603	326	10	of	of	ADP
crl-16603	326	11	library	library	ADJ
crl-16603	326	12	use	use	NOUN
crl-16603	326	13	among	among	ADP
crl-16603	326	14	undergraduate	undergraduate	ADJ
crl-16603	326	15	students	student	NOUN
crl-16603	326	16	from	from	ADP
crl-16603	326	17	different	different	ADJ
crl-16603	326	18	disciplines	discipline	NOUN
crl-16603	326	19	,	,	PUNCT
crl-16603	326	20	”	"	PUNCT
crl-16603	326	21	evidence	evidence	NOUN
crl-16603	326	22	based	base	VERB
crl-16603	326	23	library	library	NOUN
crl-16603	326	24	and	and	CCONJ
crl-16603	326	25	information	information	NOUN
crl-16603	326	26	practice	practice	NOUN
crl-16603	326	27	9	9	NUM
crl-16603	326	28	,	,	PUNCT
crl-16603	326	29	no	no	INTJ
crl-16603	326	30	.	.	NOUN
crl-16603	326	31	3	3	NUM
crl-16603	326	32	,	,	PUNCT
crl-16603	326	33	doi:10.18438	doi:10.18438	NOUN
crl-16603	326	34	/	/	SYM
crl-16603	326	35	b8930k	b8930k	PROPN
crl-16603	326	36	;	;	PUNCT
crl-16603	326	37	graham	graham	PROPN
crl-16603	326	38	stone	stone	PROPN
crl-16603	326	39	and	and	CCONJ
crl-16603	326	40	bryony	bryony	PROPN
crl-16603	326	41	ramsden	ramsden	PROPN
crl-16603	326	42	,	,	PUNCT
crl-16603	326	43	“	"	PUNCT
crl-16603	326	44	library	library	NOUN
crl-16603	326	45	impact	impact	NOUN
crl-16603	326	46	data	datum	NOUN
crl-16603	326	47	project	project	NOUN
crl-16603	326	48	:	:	PUNCT
crl-16603	326	49	looking	look	VERB
crl-16603	326	50	for	for	ADP
crl-16603	326	51	the	the	DET
crl-16603	326	52	link	link	NOUN
crl-16603	326	53	between	between	ADP
crl-16603	326	54	library	library	ADJ
crl-16603	326	55	usage	usage	NOUN
crl-16603	326	56	and	and	CCONJ
crl-16603	326	57	student	student	NOUN
crl-16603	326	58	attainment	attainment	NOUN
crl-16603	326	59	,	,	PUNCT
crl-16603	326	60	”	"	PUNCT
crl-16603	326	61	college	college	PROPN
crl-16603	326	62	&	&	CCONJ
crl-16603	326	63	research	research	PROPN
crl-16603	326	64	libraries	library	NOUN
crl-16603	326	65	74	74	NUM
crl-16603	326	66	,	,	PUNCT
crl-16603	326	67	no	no	INTJ
crl-16603	326	68	.	.	NOUN
crl-16603	326	69	6	6	NUM
crl-16603	326	70	,	,	PUNCT
crl-16603	326	71	doi:10.5860	doi:10.5860	NOUN
crl-16603	326	72	/	/	SYM
crl-16603	326	73	crl12	crl12	NOUN
crl-16603	326	74	-	-	PUNCT
crl-16603	326	75	406	406	NUM
crl-16603	326	76	.	.	PUNCT
crl-16603	327	1	56	56	NUM
crl-16603	327	2	.	.	PUNCT
crl-16603	327	3	shane	shane	PROPN
crl-16603	327	4	nackerud	nackerud	PROPN
crl-16603	327	5	,	,	PUNCT
crl-16603	327	6	jan	jan	PROPN
crl-16603	327	7	fransen	fransen	PROPN
crl-16603	327	8	,	,	PUNCT
crl-16603	327	9	kate	kate	PROPN
crl-16603	327	10	peterson	peterson	PROPN
crl-16603	327	11	,	,	PUNCT
crl-16603	327	12	and	and	CCONJ
crl-16603	327	13	kristen	kristen	PROPN
crl-16603	327	14	mastel	mastel	PROPN
crl-16603	327	15	,	,	PUNCT
crl-16603	327	16	“	"	PUNCT
crl-16603	327	17	analyzing	analyze	VERB
crl-16603	327	18	demographics	demographic	NOUN
crl-16603	327	19	:	:	PUNCT
crl-16603	327	20	assessing	assess	VERB
crl-16603	327	21	library	library	NOUN
crl-16603	327	22	use	use	NOUN
crl-16603	327	23	across	across	ADP
crl-16603	327	24	the	the	DET
crl-16603	327	25	institution	institution	NOUN
crl-16603	327	26	,	,	PUNCT
crl-16603	327	27	”	"	PUNCT
crl-16603	327	28	portal	portal	ADJ
crl-16603	327	29	:	:	PUNCT
crl-16603	327	30	libraries	library	NOUN
crl-16603	327	31	and	and	CCONJ
crl-16603	327	32	the	the	DET
crl-16603	327	33	academy	academy	NOUN
crl-16603	327	34	13	13	NUM
crl-16603	327	35	,	,	PUNCT
crl-16603	327	36	no	no	INTJ
crl-16603	327	37	.	.	NOUN
crl-16603	327	38	2	2	NUM
crl-16603	327	39	,	,	PUNCT
crl-16603	327	40	doi:10.1353	doi:10.1353	NOUN
crl-16603	327	41	/	/	SYM
crl-16603	327	42	pla.2013.0017	pla.2013.0017	NUM
crl-16603	327	43	;	;	PUNCT
crl-16603	327	44	krista	krista	PROPN
crl-16603	327	45	m.	m.	PROPN
crl-16603	327	46	soria	soria	PROPN
crl-16603	327	47	,	,	PUNCT
crl-16603	327	48	jan	jan	PROPN
crl-16603	327	49	fransen	fransen	PROPN
crl-16603	327	50	,	,	PUNCT
crl-16603	327	51	and	and	CCONJ
crl-16603	327	52	shane	shane	PROPN
crl-16603	327	53	nackerud	nackerud	PROPN
crl-16603	327	54	,	,	PUNCT
crl-16603	327	55	“	"	PUNCT
crl-16603	327	56	library	library	NOUN
crl-16603	327	57	use	use	NOUN
crl-16603	327	58	and	and	CCONJ
crl-16603	327	59	undergraduate	undergraduate	ADJ
crl-16603	327	60	student	student	NOUN
crl-16603	327	61	outcomes	outcome	NOUN
crl-16603	327	62	:	:	PUNCT
crl-16603	327	63	new	new	ADJ
crl-16603	327	64	evidence	evidence	NOUN
crl-16603	327	65	for	for	ADP
crl-16603	327	66	students	student	NOUN
crl-16603	327	67	’	'	PUNCT
crl-16603	327	68	retention	retention	NOUN
crl-16603	327	69	and	and	CCONJ
crl-16603	327	70	academic	academic	ADJ
crl-16603	327	71	success	success	NOUN
crl-16603	327	72	,	,	PUNCT
crl-16603	327	73	”	"	PUNCT
crl-16603	327	74	portal	portal	ADJ
crl-16603	327	75	:	:	PUNCT
crl-16603	327	76	libraries	library	NOUN
crl-16603	327	77	and	and	CCONJ
crl-16603	327	78	the	the	DET
crl-16603	327	79	academy	academy	NOUN
crl-16603	327	80	13	13	NUM
crl-16603	327	81	,	,	PUNCT
crl-16603	327	82	no	no	INTJ
crl-16603	327	83	.	.	NOUN
crl-16603	327	84	2	2	NUM
crl-16603	327	85	,	,	PUNCT
crl-16603	327	86	doi:10.1353	doi:10.1353	NOUN
crl-16603	327	87	/	/	SYM
crl-16603	327	88	pla.2013.0010	pla.2013.0010	PROPN
crl-16603	327	89	.	.	PUNCT
crl-16603	327	90	57	57	NUM
crl-16603	327	91	.	.	PUNCT
crl-16603	328	1	nackerud	nackerud	NOUN
crl-16603	328	2	,	,	PUNCT
crl-16603	328	3	fransen	fransen	PROPN
crl-16603	328	4	,	,	PUNCT
crl-16603	328	5	peterson	peterson	NOUN
crl-16603	328	6	,	,	PUNCT
crl-16603	328	7	and	and	CCONJ
crl-16603	328	8	mastel	mastel	NOUN
crl-16603	328	9	,	,	PUNCT
crl-16603	328	10	“	"	PUNCT
crl-16603	328	11	analyzing	analyze	VERB
crl-16603	328	12	demographics	demographic	NOUN
crl-16603	328	13	,	,	PUNCT
crl-16603	328	14	”	"	PUNCT
crl-16603	328	15	133	133	NUM
crl-16603	328	16	.	.	PUNCT
crl-16603	329	1	58	58	NUM
crl-16603	329	2	.	.	PUNCT
crl-16603	330	1	brian	brian	PROPN
crl-16603	330	2	l.	l.	PROPN
crl-16603	330	3	cox	cox	PROPN
crl-16603	330	4	and	and	CCONJ
crl-16603	330	5	margie	margie	PROPN
crl-16603	330	6	jantti	jantti	PROPN
crl-16603	330	7	,	,	PUNCT
crl-16603	330	8	“	"	PUNCT
crl-16603	330	9	capturing	capture	VERB
crl-16603	330	10	business	business	NOUN
crl-16603	330	11	intelligence	intelligence	NOUN
crl-16603	330	12	required	require	VERB
crl-16603	330	13	for	for	ADP
crl-16603	330	14	targeted	target	VERB
crl-16603	330	15	marketing	marketing	NOUN
crl-16603	330	16	,	,	PUNCT
crl-16603	330	17	demonstration	demonstration	NOUN
crl-16603	330	18	of	of	ADP
crl-16603	330	19	value	value	NOUN
crl-16603	330	20	,	,	PUNCT
crl-16603	330	21	and	and	CCONJ
crl-16603	330	22	driving	driving	NOUN
crl-16603	330	23	process	process	NOUN
crl-16603	330	24	improvement	improvement	NOUN
crl-16603	330	25	,	,	PUNCT
crl-16603	330	26	”	"	PUNCT
crl-16603	330	27	library	library	NOUN
crl-16603	330	28	&	&	CCONJ
crl-16603	330	29	information	information	PROPN
crl-16603	330	30	science	science	PROPN
crl-16603	330	31	research	research	PROPN
crl-16603	330	32	34	34	NUM
crl-16603	330	33	,	,	PUNCT
crl-16603	330	34	no	no	INTJ
crl-16603	330	35	.	.	NOUN
crl-16603	330	36	4	4	NUM
crl-16603	330	37	,	,	PUNCT
crl-16603	330	38	doi:10.1016	doi:10.1016	PROPN
crl-16603	330	39	/	/	SYM
crl-16603	330	40	j.lisr.2012.06.002	j.lisr.2012.06.002	PROPN
crl-16603	330	41	;	;	PUNCT
crl-16603	330	42	margie	margie	PROPN
crl-16603	330	43	jantti	jantti	PROPN
crl-16603	330	44	,	,	PUNCT
crl-16603	330	45	“	"	PUNCT
crl-16603	330	46	one	one	NUM
crl-16603	330	47	score	score	NOUN
crl-16603	330	48	on	on	ADP
crl-16603	330	49	—	—	PUNCT
crl-16603	330	50	the	the	DET
crl-16603	330	51	past	past	NOUN
crl-16603	330	52	,	,	PUNCT
crl-16603	330	53	http://www.fastcoexist.com/3018861/facial-recognition-in-the-classroom-tells-teachers-when-students-are-spacing	http://www.fastcoexist.com/3018861/facial-recognition-in-the-classroom-tells-teachers-when-students-are-space	VERB
crl-16603	330	54	http://www.fastcoexist.com/3018861/facial-recognition-in-the-classroom-tells-teachers-when-students-are-spacing	http://www.fastcoexist.com/3018861/facial-recognition-in-the-classroom-tells-teachers-when-students-are-space	VERB
crl-16603	330	55	http://www.fastcoexist.com/3042445/itll-be-a-lot-harder-to-cut-class-with-this-classroom-facial-recognition-app	http://www.fastcoexist.com/3042445/itll-be-a-lot-harder-to-cut-class-with-this-classroom-facial-recognition-app	PROPN
crl-16603	330	56	http://www.fastcoexist.com/3042445/itll-be-a-lot-harder-to-cut-class-with-this-classroom-facial-recognition-app	http://www.fastcoexist.com/3042445/itll-be-a-lot-harder-to-cut-class-with-this-classroom-facial-recognition-app	NOUN
crl-16603	330	57	https://doi.org/10.1080/17439884.2015.1100797	https://doi.org/10.1080/17439884.2015.1100797	PROPN
crl-16603	330	58	https://doi.org/10.18438/b8q89f	https://doi.org/10.18438/b8q89f	X
crl-16603	330	59	https://journals.tdl.org/llm/index.php/llm/article/view/1740/1020	https://journals.tdl.org/llm/index.php/llm/article/view/1740/1020	PROPN
crl-16603	330	60	https://journals.tdl.org/llm/index.php/llm/article/view/1740/1020	https://journals.tdl.org/llm/index.php/llm/article/view/1740/1020	PROPN
crl-16603	330	61	https://doi.org/10.1080/10691316.2013.829378	https://doi.org/10.1080/10691316.2013.829378	PUNCT
crl-16603	331	1	https://doi.org/10.1080/10691316.2013.829378	https://doi.org/10.1080/10691316.2013.829378	PROPN
crl-16603	331	2	https://doi.org/10.1353/pla.2015.0003	https://doi.org/10.1353/pla.2015.0003	NOUN
crl-16603	331	3	https://crl.acrl.org/index.php/crl/article/view/16514	https://crl.acrl.org/index.php/crl/article/view/16514	NOUN
crl-16603	331	4	http://www.ala.org/acrl/sites/ala.org.acrl/files/content/standards/slhe.pdf	http://www.ala.org/acrl/sites/ala.org.acrl/files/content/standards/slhe.pdf	PROPN
crl-16603	331	5	http://www.ala.org/acrl/sites/ala.org.acrl/files/content/standards/slhe.pdf	http://www.ala.org/acrl/sites/ala.org.acrl/files/content/standards/slhe.pdf	PROPN
crl-16603	331	6	https://doi.org/10.1080/01930820902784770	https://doi.org/10.1080/01930820902784770	VERB
crl-16603	331	7	http://lj.libraryjournal.com/2005/08/technology/delving-into-data/	http://lj.libraryjournal.com/2005/08/technology/delving-into-data/	NUM
crl-16603	331	8	http://lj.libraryjournal.com/2005/08/technology/delving-into-data/	http://lj.libraryjournal.com/2005/08/technology/delving-into-data/	NUM
crl-16603	331	9	https://doi.org/10.1108/07378830610692136	https://doi.org/10.1108/07378830610692136	NOUN
crl-16603	332	1	https://doi.org/10.1108/02640470810879455	https://doi.org/10.1108/02640470810879455	PROPN
crl-16603	332	2	https://doi.org/10.1108/el-07-2013-0136	https://doi.org/10.1108/el-07-2013-0136	PROPN
crl-16603	332	3	https://doi.org/10.18438/b8930k	https://doi.org/10.18438/b8930k	X
crl-16603	332	4	https://doi.org/10.5860/crl12-406	https://doi.org/10.5860/crl12-406	VERB
crl-16603	332	5	https://doi.org/10.1353/pla.2013.0017	https://doi.org/10.1353/pla.2013.0017	ADJ
crl-16603	332	6	https://doi.org/10.1353/pla.2013.0010	https://doi.org/10.1353/pla.2013.0010	ADJ
crl-16603	332	7	https://doi.org/10.1016/j.lisr.2012.06.002	https://doi.org/10.1016/j.lisr.2012.06.002	PROPN
crl-16603	332	8	learning	learn	VERB
crl-16603	332	9	analytics	analytic	NOUN
crl-16603	332	10	and	and	CCONJ
crl-16603	332	11	the	the	DET
crl-16603	332	12	academic	academic	ADJ
crl-16603	332	13	library	library	NOUN
crl-16603	332	14	321	321	NUM
crl-16603	332	15	present	present	ADJ
crl-16603	332	16	and	and	CCONJ
crl-16603	332	17	future	future	NOUN
crl-16603	332	18	of	of	ADP
crl-16603	332	19	measurement	measurement	NOUN
crl-16603	332	20	at	at	ADP
crl-16603	332	21	uow	uow	PROPN
crl-16603	332	22	library	library	NOUN
crl-16603	332	23	,	,	PUNCT
crl-16603	332	24	”	"	PUNCT
crl-16603	332	25	library	library	NOUN
crl-16603	332	26	management	management	NOUN
crl-16603	332	27	36	36	NUM
crl-16603	332	28	,	,	PUNCT
crl-16603	332	29	no	no	INTJ
crl-16603	332	30	.	.	NOUN
crl-16603	332	31	3	3	NUM
crl-16603	332	32	,	,	PUNCT
crl-16603	332	33	doi:10.1108/	doi:10.1108/	NOUN
crl-16603	332	34	lm-09	lm-09	ADV
crl-16603	332	35	-	-	PUNCT
crl-16603	332	36	2014	2014	NUM
crl-16603	332	37	-	-	SYM
crl-16603	332	38	0103	0103	NUM
crl-16603	332	39	;	;	PUNCT
crl-16603	332	40	jantti	jantti	NOUN
crl-16603	332	41	,	,	PUNCT
crl-16603	332	42	“	"	PUNCT
crl-16603	332	43	libraries	library	NOUN
crl-16603	332	44	and	and	CCONJ
crl-16603	332	45	big	big	ADJ
crl-16603	332	46	data	datum	NOUN
crl-16603	332	47	”	"	PUNCT
crl-16603	332	48	;	;	PUNCT
crl-16603	332	49	jantti	jantti	NOUN
crl-16603	332	50	and	and	CCONJ
crl-16603	332	51	cox	cox	PROPN
crl-16603	332	52	,	,	PUNCT
crl-16603	332	53	“	"	PUNCT
crl-16603	332	54	measuring	measure	VERB
crl-16603	332	55	the	the	DET
crl-16603	332	56	value	value	NOUN
crl-16603	332	57	”	"	PUNCT
crl-16603	332	58	;	;	PUNCT
crl-16603	332	59	alison	alison	PROPN
crl-16603	332	60	pepper	pepper	PROPN
crl-16603	332	61	and	and	CCONJ
crl-16603	332	62	margie	margie	PROPN
crl-16603	332	63	jantti	jantti	PROPN
crl-16603	332	64	,	,	PUNCT
crl-16603	332	65	“	"	PUNCT
crl-16603	332	66	the	the	DET
crl-16603	332	67	tipping	tipping	NOUN
crl-16603	332	68	point	point	NOUN
crl-16603	332	69	:	:	PUNCT
crl-16603	332	70	how	how	SCONJ
crl-16603	332	71	granular	granular	ADJ
crl-16603	332	72	statistics	statistic	NOUN
crl-16603	332	73	can	can	AUX
crl-16603	332	74	make	make	VERB
crl-16603	332	75	a	a	DET
crl-16603	332	76	big	big	ADJ
crl-16603	332	77	difference	difference	NOUN
crl-16603	332	78	in	in	ADP
crl-16603	332	79	understanding	understanding	NOUN
crl-16603	332	80	and	and	CCONJ
crl-16603	332	81	demonstrating	demonstrating	NOUN
crl-16603	332	82	value	value	NOUN
crl-16603	332	83	”	"	PUNCT
crl-16603	332	84	(	(	PUNCT
crl-16603	332	85	paper	paper	NOUN
crl-16603	332	86	presented	present	VERB
crl-16603	332	87	at	at	ADP
crl-16603	332	88	the	the	DET
crl-16603	332	89	annual	annual	ADJ
crl-16603	332	90	meeting	meeting	NOUN
crl-16603	332	91	of	of	ADP
crl-16603	332	92	the	the	DET
crl-16603	332	93	australian	australian	ADJ
crl-16603	332	94	library	library	NOUN
crl-16603	332	95	and	and	CCONJ
crl-16603	332	96	information	information	NOUN
crl-16603	332	97	association	association	PROPN
crl-16603	332	98	information	information	PROPN
crl-16603	332	99	online	online	ADV
crl-16603	332	100	,	,	PUNCT
crl-16603	332	101	australia	australia	PROPN
crl-16603	332	102	,	,	PUNCT
crl-16603	332	103	2015	2015	NUM
crl-16603	332	104	)	)	PUNCT
crl-16603	332	105	.	.	PUNCT
crl-16603	333	1	59	59	NUM
crl-16603	333	2	.	.	PUNCT
crl-16603	333	3	alan	alan	PROPN
crl-16603	333	4	rubel	rubel	PROPN
crl-16603	333	5	and	and	CCONJ
crl-16603	333	6	mei	mei	PROPN
crl-16603	333	7	zhang	zhang	PROPN
crl-16603	333	8	,	,	PUNCT
crl-16603	333	9	“	"	PUNCT
crl-16603	333	10	four	four	NUM
crl-16603	333	11	facets	facet	NOUN
crl-16603	333	12	of	of	ADP
crl-16603	333	13	privacy	privacy	NOUN
crl-16603	333	14	and	and	CCONJ
crl-16603	333	15	intellectual	intellectual	ADJ
crl-16603	333	16	freedom	freedom	NOUN
crl-16603	333	17	in	in	ADP
crl-16603	333	18	licensing	license	VERB
crl-16603	333	19	contracts	contract	NOUN
crl-16603	333	20	for	for	ADP
crl-16603	333	21	electronic	electronic	ADJ
crl-16603	333	22	journals	journal	NOUN
crl-16603	333	23	,	,	PUNCT
crl-16603	333	24	”	"	PUNCT
crl-16603	333	25	college	college	PROPN
crl-16603	333	26	&	&	CCONJ
crl-16603	333	27	research	research	PROPN
crl-16603	333	28	libraries	library	NOUN
crl-16603	333	29	76	76	NUM
crl-16603	333	30	,	,	PUNCT
crl-16603	333	31	no	no	INTJ
crl-16603	333	32	.	.	NOUN
crl-16603	333	33	4	4	NUM
crl-16603	333	34	,	,	PUNCT
crl-16603	333	35	doi:10.5860	doi:10.5860	NOUN
crl-16603	333	36	/	/	SYM
crl-16603	333	37	crl.76.4.427	crl.76.4.427	PROPN
crl-16603	333	38	.	.	NOUN
crl-16603	333	39	60	60	NUM
crl-16603	333	40	.	.	PUNCT
crl-16603	334	1	cox	cox	PROPN
crl-16603	334	2	and	and	CCONJ
crl-16603	334	3	jantti	jantti	PROPN
crl-16603	334	4	,	,	PUNCT
crl-16603	334	5	“	"	PUNCT
crl-16603	334	6	capturing	capture	VERB
crl-16603	334	7	business	business	NOUN
crl-16603	334	8	intelligence	intelligence	NOUN
crl-16603	334	9	,	,	PUNCT
crl-16603	334	10	”	"	PUNCT
crl-16603	334	11	310	310	NUM
crl-16603	334	12	.	.	PROPN
crl-16603	334	13	61	61	NUM
crl-16603	334	14	.	.	PUNCT
crl-16603	335	1	jantti	jantti	NOUN
crl-16603	335	2	,	,	PUNCT
crl-16603	335	3	“	"	PUNCT
crl-16603	335	4	libraries	library	NOUN
crl-16603	335	5	and	and	CCONJ
crl-16603	335	6	big	big	ADJ
crl-16603	335	7	data	datum	NOUN
crl-16603	335	8	.	.	PUNCT
crl-16603	335	9	”	"	PUNCT
crl-16603	336	1	62	62	NUM
crl-16603	336	2	.	.	PUNCT
crl-16603	337	1	ibid	ibid	NOUN
crl-16603	337	2	.	.	PUNCT
crl-16603	337	3	,	,	PUNCT
crl-16603	337	4	272	272	NUM
crl-16603	337	5	.	.	PUNCT
crl-16603	337	6	63	63	NUM
crl-16603	337	7	.	.	PUNCT
crl-16603	338	1	alexandra	alexandra	PROPN
crl-16603	338	2	alter	alter	PROPN
crl-16603	338	3	and	and	CCONJ
crl-16603	338	4	karl	karl	PROPN
crl-16603	338	5	russell	russell	PROPN
crl-16603	338	6	,	,	PUNCT
crl-16603	338	7	“	"	PUNCT
crl-16603	338	8	moneyball	moneyball	NOUN
crl-16603	338	9	for	for	ADP
crl-16603	338	10	book	book	NOUN
crl-16603	338	11	publishers	publisher	NOUN
crl-16603	338	12	:	:	PUNCT
crl-16603	338	13	a	a	DET
crl-16603	338	14	detailed	detailed	ADJ
crl-16603	338	15	look	look	NOUN
crl-16603	338	16	at	at	ADP
crl-16603	338	17	how	how	SCONJ
crl-16603	338	18	we	we	PRON
crl-16603	338	19	read	read	VERB
crl-16603	338	20	,	,	PUNCT
crl-16603	338	21	”	"	PUNCT
crl-16603	338	22	new	new	PROPN
crl-16603	338	23	york	york	PROPN
crl-16603	338	24	times	times	PROPN
crl-16603	338	25	(	(	PUNCT
crl-16603	338	26	mar	mar	PROPN
crl-16603	338	27	.	.	PROPN
crl-16603	338	28	14	14	NUM
crl-16603	338	29	,	,	PUNCT
crl-16603	338	30	2016	2016	NUM
crl-16603	338	31	)	)	PUNCT
crl-16603	338	32	,	,	PUNCT
crl-16603	338	33	available	available	ADJ
crl-16603	338	34	online	online	ADV
crl-16603	338	35	at	at	ADP
crl-16603	338	36	www.nytimes.com/2016/03/15/	www.nytimes.com/2016/03/15/	PROPN
crl-16603	338	37	business	business	NOUN
crl-16603	338	38	/	/	SYM
crl-16603	338	39	media	media	NOUN
crl-16603	338	40	/	/	SYM
crl-16603	338	41	moneyball	moneyball	NOUN
crl-16603	338	42	-	-	PUNCT
crl-16603	338	43	for	for	ADP
crl-16603	338	44	-	-	PUNCT
crl-16603	338	45	book	book	NOUN
crl-16603	338	46	-	-	PUNCT
crl-16603	338	47	publishers	publisher	NOUN
crl-16603	338	48	-	-	PUNCT
crl-16603	338	49	for	for	ADP
crl-16603	338	50	-	-	PUNCT
crl-16603	338	51	a	a	PRON
crl-16603	338	52	-	-	PUNCT
crl-16603	338	53	detailed	detail	VERB
crl-16603	338	54	-	-	PUNCT
crl-16603	338	55	look	look	NOUN
crl-16603	338	56	-	-	PUNCT
crl-16603	338	57	at	at	ADP
crl-16603	338	58	-	-	PUNCT
crl-16603	338	59	how	how	ADV
crl-16603	338	60	-	-	PUNCT
crl-16603	338	61	we	we	PRON
crl-16603	338	62	-	-	PUNCT
crl-16603	338	63	read.html	read.html	NOUN
crl-16603	338	64	[	[	X
crl-16603	338	65	accessed	access	VERB
crl-16603	338	66	26	26	NUM
crl-16603	338	67	february	february	NOUN
crl-16603	338	68	2018	2018	NUM
crl-16603	338	69	]	]	PUNCT
crl-16603	338	70	;	;	PUNCT
crl-16603	338	71	elizabeth	elizabeth	PROPN
crl-16603	338	72	henslee	henslee	PROPN
crl-16603	338	73	,	,	PUNCT
crl-16603	338	74	“	"	PUNCT
crl-16603	338	75	down	down	ADP
crl-16603	338	76	the	the	DET
crl-16603	338	77	rabbit	rabbit	NOUN
crl-16603	338	78	hole	hole	NOUN
crl-16603	338	79	:	:	PUNCT
crl-16603	338	80	e	e	NOUN
crl-16603	338	81	-	-	NOUN
crl-16603	338	82	books	book	NOUN
crl-16603	338	83	and	and	CCONJ
crl-16603	338	84	user	user	NOUN
crl-16603	338	85	privacy	privacy	NOUN
crl-16603	338	86	in	in	ADP
crl-16603	338	87	the	the	DET
crl-16603	338	88	21st	21st	ADJ
crl-16603	338	89	century	century	NOUN
crl-16603	338	90	,	,	PUNCT
crl-16603	338	91	”	"	PUNCT
crl-16603	338	92	creighton	creighton	PROPN
crl-16603	338	93	law	law	PROPN
crl-16603	338	94	review	review	VERB
crl-16603	338	95	49	49	NUM
crl-16603	338	96	,	,	PUNCT
crl-16603	338	97	no	no	INTJ
crl-16603	338	98	.	.	NOUN
crl-16603	338	99	1	1	NUM
crl-16603	338	100	.	.	NUM
crl-16603	338	101	64	64	NUM
crl-16603	338	102	.	.	PUNCT
crl-16603	339	1	trina	trina	PROPN
crl-16603	339	2	j.	j.	PROPN
crl-16603	339	3	magi	magi	PROPN
crl-16603	339	4	,	,	PUNCT
crl-16603	339	5	“	"	PUNCT
crl-16603	339	6	a	a	DET
crl-16603	339	7	content	content	NOUN
crl-16603	339	8	analysis	analysis	NOUN
crl-16603	339	9	of	of	ADP
crl-16603	339	10	library	library	ADJ
crl-16603	339	11	vendor	vendor	NOUN
crl-16603	339	12	privacy	privacy	NOUN
crl-16603	339	13	policies	policy	NOUN
crl-16603	339	14	:	:	PUNCT
crl-16603	339	15	do	do	AUX
crl-16603	339	16	they	they	PRON
crl-16603	339	17	meet	meet	VERB
crl-16603	339	18	our	our	PRON
crl-16603	339	19	standards	standard	NOUN
crl-16603	339	20	?	?	PUNCT
crl-16603	339	21	”	"	PUNCT
crl-16603	339	22	college	college	NOUN
crl-16603	339	23	and	and	CCONJ
crl-16603	339	24	research	research	NOUN
crl-16603	339	25	libraries	library	NOUN
crl-16603	339	26	71	71	NUM
crl-16603	339	27	,	,	PUNCT
crl-16603	339	28	no	no	INTJ
crl-16603	339	29	.	.	NOUN
crl-16603	339	30	3	3	NUM
crl-16603	339	31	,	,	PUNCT
crl-16603	339	32	doi:10.5860/0710254	doi:10.5860/0710254	NOUN
crl-16603	339	33	.	.	PUNCT
crl-16603	340	1	65	65	NUM
crl-16603	340	2	.	.	PUNCT
crl-16603	341	1	sam	sam	PROPN
crl-16603	341	2	van	van	PROPN
crl-16603	341	3	horne	horne	PROPN
crl-16603	341	4	,	,	PUNCT
crl-16603	341	5	jae	jae	PROPN
crl-16603	341	6	-	-	PUNCT
crl-16603	341	7	eun	eun	PROPN
crl-16603	341	8	russell	russell	PROPN
crl-16603	341	9	,	,	PUNCT
crl-16603	341	10	and	and	CCONJ
crl-16603	341	11	kathy	kathy	PROPN
crl-16603	341	12	l.	l.	PROPN
crl-16603	341	13	schuh	schuh	PROPN
crl-16603	341	14	,	,	PUNCT
crl-16603	341	15	“	"	PUNCT
crl-16603	341	16	assessment	assessment	NOUN
crl-16603	341	17	with	with	ADP
crl-16603	341	18	e	e	NOUN
crl-16603	341	19	-	-	NOUN
crl-16603	341	20	textbook	textbook	NOUN
crl-16603	341	21	analytics	analytic	NOUN
crl-16603	341	22	”	"	PUNCT
crl-16603	341	23	(	(	PUNCT
crl-16603	341	24	2015	2015	NUM
crl-16603	341	25	)	)	PUNCT
crl-16603	341	26	,	,	PUNCT
crl-16603	341	27	available	available	ADJ
crl-16603	341	28	online	online	ADV
crl-16603	341	29	at	at	ADP
crl-16603	341	30	https://library.educause.edu/resources/2015/2/assessmentwith-etextbook-analytics	https://library.educause.edu/resources/2015/2/assessmentwith-etextbook-analytic	NOUN
crl-16603	341	31	[	[	PUNCT
crl-16603	341	32	accessed	access	VERB
crl-16603	341	33	26	26	NUM
crl-16603	341	34	february	february	NOUN
crl-16603	341	35	2018	2018	NUM
crl-16603	341	36	]	]	PUNCT
crl-16603	341	37	;	;	PUNCT
crl-16603	341	38	marc	marc	PROPN
crl-16603	341	39	parry	parry	PROPN
crl-16603	341	40	,	,	PUNCT
crl-16603	341	41	“	"	PUNCT
crl-16603	341	42	now	now	ADV
crl-16603	341	43	e	e	NOUN
crl-16603	341	44	-	-	NOUN
crl-16603	341	45	textbooks	textbook	NOUN
crl-16603	341	46	can	can	AUX
crl-16603	341	47	report	report	VERB
crl-16603	341	48	back	back	ADV
crl-16603	341	49	on	on	ADP
crl-16603	341	50	students	student	NOUN
crl-16603	341	51	’	'	PUNCT
crl-16603	341	52	reading	reading	NOUN
crl-16603	341	53	habits	habit	NOUN
crl-16603	341	54	,	,	PUNCT
crl-16603	341	55	”	"	PUNCT
crl-16603	341	56	chronicle	chronicle	NOUN
crl-16603	341	57	of	of	ADP
crl-16603	341	58	higher	high	ADJ
crl-16603	341	59	education	education	NOUN
crl-16603	341	60	(	(	PUNCT
crl-16603	341	61	nov	nov	PROPN
crl-16603	341	62	.	.	PROPN
crl-16603	341	63	8	8	NUM
crl-16603	341	64	,	,	PUNCT
crl-16603	341	65	2012	2012	NUM
crl-16603	341	66	)	)	PUNCT
crl-16603	341	67	,	,	PUNCT
crl-16603	341	68	available	available	ADJ
crl-16603	341	69	online	online	ADV
crl-16603	341	70	at	at	ADP
crl-16603	341	71	https://	https://	PROPN
crl-16603	341	72	www.chronicle.com/blogs/wiredcampus/now-e-textbooks-can-report-back-on-studentsreading-habits/40928	www.chronicle.com/blogs/wiredcampus/now-e-textbooks-can-report-back-on-studentsreading-habits/40928	NOUN
crl-16603	342	1	[	[	X
crl-16603	342	2	accessed	access	VERB
crl-16603	342	3	26	26	NUM
crl-16603	342	4	february	february	NOUN
crl-16603	342	5	2018	2018	NUM
crl-16603	342	6	]	]	PUNCT
crl-16603	342	7	.	.	PUNCT
crl-16603	343	1	66	66	NUM
crl-16603	343	2	.	.	PUNCT
crl-16603	344	1	larry	larry	PROPN
crl-16603	344	2	johnson	johnson	PROPN
crl-16603	344	3	,	,	PUNCT
crl-16603	344	4	samantha	samantha	PROPN
crl-16603	344	5	adams	adams	PROPN
crl-16603	344	6	becker	becker	PROPN
crl-16603	344	7	,	,	PUNCT
crl-16603	344	8	s.v	s.v	PROPN
crl-16603	344	9	.	.	PROPN
crl-16603	344	10	estrada	estrada	PROPN
crl-16603	344	11	,	,	PUNCT
crl-16603	344	12	and	and	CCONJ
crl-16603	344	13	a.	a.	PROPN
crl-16603	344	14	freeman	freeman	PROPN
crl-16603	344	15	,	,	PUNCT
crl-16603	344	16	“	"	PUNCT
crl-16603	344	17	nmc	nmc	PROPN
crl-16603	344	18	horizon	horizon	PROPN
crl-16603	344	19	report	report	NOUN
crl-16603	344	20	:	:	PUNCT
crl-16603	344	21	2015	2015	NUM
crl-16603	344	22	library	library	NOUN
crl-16603	344	23	edition	edition	NOUN
crl-16603	344	24	”	"	PUNCT
crl-16603	344	25	(	(	PUNCT
crl-16603	344	26	2015	2015	NUM
crl-16603	344	27	)	)	PUNCT
crl-16603	344	28	,	,	PUNCT
crl-16603	344	29	available	available	ADJ
crl-16603	344	30	online	online	ADV
crl-16603	344	31	at	at	ADP
crl-16603	344	32	www.nmc.org/publication/nmc-horizonreport-2015-library-edition/	www.nmc.org/publication/nmc-horizonreport-2015-library-edition/	NOUN
crl-16603	344	33	[	[	X
crl-16603	344	34	accessed	access	VERB
crl-16603	344	35	26	26	NUM
crl-16603	344	36	february	february	NOUN
crl-16603	344	37	2018	2018	NUM
crl-16603	344	38	]	]	PUNCT
crl-16603	344	39	.	.	PUNCT
crl-16603	345	1	67	67	NUM
crl-16603	345	2	.	.	PUNCT
crl-16603	346	1	“	"	PUNCT
crl-16603	346	2	measure	measure	VERB
crl-16603	346	3	the	the	DET
crl-16603	346	4	future	future	NOUN
crl-16603	346	5	”	"	PUNCT
crl-16603	346	6	(	(	PUNCT
crl-16603	346	7	n.d	n.d	PROPN
crl-16603	346	8	.	.	PROPN
crl-16603	346	9	)	)	PUNCT
crl-16603	346	10	,	,	PUNCT
crl-16603	346	11	available	available	ADJ
crl-16603	346	12	online	online	ADV
crl-16603	346	13	at	at	ADP
crl-16603	346	14	http://measurethefuture.net	http://measurethefuture.net	PROPN
crl-16603	346	15	[	[	X
crl-16603	346	16	accessed	access	VERB
crl-16603	346	17	26	26	NUM
crl-16603	346	18	february	february	NOUN
crl-16603	346	19	2018	2018	NUM
crl-16603	346	20	]	]	PUNCT
crl-16603	346	21	.	.	PUNCT
crl-16603	347	1	68	68	NUM
crl-16603	347	2	.	.	PUNCT
crl-16603	347	3	edith	edith	PROPN
crl-16603	347	4	a.	a.	PROPN
crl-16603	347	5	scarletto	scarletto	PROPN
crl-16603	347	6	,	,	PUNCT
crl-16603	347	7	kenneth	kenneth	PROPN
crl-16603	347	8	j.	j.	PROPN
crl-16603	347	9	burhanna	burhanna	PROPN
crl-16603	347	10	,	,	PUNCT
crl-16603	347	11	and	and	CCONJ
crl-16603	347	12	elizabeth	elizabeth	PROPN
crl-16603	347	13	richardson	richardson	PROPN
crl-16603	347	14	,	,	PUNCT
crl-16603	347	15	“	"	PUNCT
crl-16603	347	16	wide	wide	ADJ
crl-16603	347	17	awake	awake	ADJ
crl-16603	347	18	at	at	ADP
crl-16603	347	19	4	4	NUM
crl-16603	347	20	am	be	AUX
crl-16603	347	21	:	:	PUNCT
crl-16603	347	22	a	a	DET
crl-16603	347	23	study	study	NOUN
crl-16603	347	24	of	of	ADP
crl-16603	347	25	late	late	ADJ
crl-16603	347	26	night	night	NOUN
crl-16603	347	27	user	user	NOUN
crl-16603	347	28	behavior	behavior	PROPN
crl-16603	347	29	,	,	PUNCT
crl-16603	347	30	perceptions	perception	NOUN
crl-16603	347	31	and	and	CCONJ
crl-16603	347	32	performance	performance	NOUN
crl-16603	347	33	at	at	ADP
crl-16603	347	34	an	an	DET
crl-16603	347	35	academic	academic	ADJ
crl-16603	347	36	library	library	NOUN
crl-16603	347	37	,	,	PUNCT
crl-16603	347	38	”	"	PUNCT
crl-16603	347	39	journal	journal	NOUN
crl-16603	347	40	of	of	ADP
crl-16603	347	41	academic	academic	ADJ
crl-16603	347	42	librarianship	librarianship	NOUN
crl-16603	347	43	39	39	NUM
crl-16603	347	44	,	,	PUNCT
crl-16603	347	45	no	no	INTJ
crl-16603	347	46	.	.	NOUN
crl-16603	347	47	5	5	NUM
crl-16603	347	48	,	,	PUNCT
crl-16603	347	49	doi:10.1016	doi:10.1016	PROPN
crl-16603	347	50	/	/	SYM
crl-16603	347	51	j.acalib.2013.02.006	j.acalib.2013.02.006	PROPN
crl-16603	347	52	.	.	PROPN
crl-16603	347	53	69	69	NUM
crl-16603	347	54	.	.	PUNCT
crl-16603	348	1	jennifer	jennifer	PROPN
crl-16603	348	2	link	link	PROPN
crl-16603	348	3	jones	jones	PROPN
crl-16603	348	4	,	,	PUNCT
crl-16603	348	5	“	"	PUNCT
crl-16603	348	6	using	use	VERB
crl-16603	348	7	library	library	ADJ
crl-16603	348	8	swipe	swipe	NOUN
crl-16603	348	9	-	-	PUNCT
crl-16603	348	10	card	card	NOUN
crl-16603	348	11	data	datum	NOUN
crl-16603	348	12	to	to	PART
crl-16603	348	13	inform	inform	VERB
crl-16603	348	14	decision	decision	NOUN
crl-16603	348	15	making	making	NOUN
crl-16603	348	16	,	,	PUNCT
crl-16603	348	17	”	"	PUNCT
crl-16603	348	18	university	university	NOUN
crl-16603	348	19	library	library	NOUN
crl-16603	348	20	faculty	faculty	NOUN
crl-16603	348	21	presentations	presentation	NOUN
crl-16603	348	22	(	(	PUNCT
crl-16603	348	23	2010	2010	NUM
crl-16603	348	24	)	)	PUNCT
crl-16603	348	25	,	,	PUNCT
crl-16603	348	26	available	available	ADJ
crl-16603	348	27	online	online	ADV
crl-16603	348	28	at	at	ADP
crl-16603	348	29	http://scholarworks.gsu.edu/	http://scholarworks.gsu.edu/	PROPN
crl-16603	348	30	univ_lib_facpres/21	univ_lib_facpres/21	NOUN
crl-16603	349	1	[	[	X
crl-16603	349	2	accessed	access	VERB
crl-16603	349	3	26	26	NUM
crl-16603	349	4	february	february	NOUN
crl-16603	349	5	2018	2018	NUM
crl-16603	349	6	]	]	PUNCT
crl-16603	349	7	.	.	PUNCT
crl-16603	350	1	70	70	NUM
crl-16603	350	2	.	.	PUNCT
crl-16603	350	3	matt	matt	PROPN
crl-16603	350	4	enis	enis	PROPN
crl-16603	350	5	,	,	PUNCT
crl-16603	350	6	“	"	PUNCT
crl-16603	350	7	‘	'	PUNCT
crl-16603	350	8	beacon	beacon	NOUN
crl-16603	350	9	’	'	PUNCT
crl-16603	350	10	technology	technology	NOUN
crl-16603	350	11	deployed	deploy	VERB
crl-16603	350	12	by	by	ADP
crl-16603	350	13	two	two	NUM
crl-16603	350	14	library	library	ADJ
crl-16603	350	15	app	app	NOUN
crl-16603	350	16	makers	maker	NOUN
crl-16603	350	17	,	,	PUNCT
crl-16603	350	18	”	"	PUNCT
crl-16603	350	19	library	library	NOUN
crl-16603	350	20	journal	journal	NOUN
crl-16603	350	21	(	(	PUNCT
crl-16603	350	22	nov.18	nov.18	PROPN
crl-16603	350	23	,	,	PUNCT
crl-16603	350	24	2014	2014	NUM
crl-16603	350	25	)	)	PUNCT
crl-16603	350	26	,	,	PUNCT
crl-16603	350	27	http://lj.libraryjournal.com/2014/11/marketing/beacon-technology-deployed-bytwo-library-app-makers	http://lj.libraryjournal.com/2014/11/marketing/beacon-technology-deployed-bytwo-library-app-maker	NOUN
crl-16603	350	28	[	[	X
crl-16603	350	29	accessed	access	VERB
crl-16603	350	30	26	26	NUM
crl-16603	350	31	february	february	NOUN
crl-16603	350	32	2018	2018	NUM
crl-16603	350	33	]	]	PUNCT
crl-16603	350	34	;	;	PUNCT
crl-16603	350	35	eddie	eddie	PROPN
crl-16603	350	36	huebsch	huebsch	PROPN
crl-16603	350	37	,	,	PUNCT
crl-16603	350	38	“	"	PUNCT
crl-16603	350	39	navapp	navapp	NOUN
crl-16603	350	40	at	at	ADP
crl-16603	350	41	the	the	DET
crl-16603	350	42	university	university	PROPN
crl-16603	350	43	of	of	ADP
crl-16603	350	44	oklahoma	oklahoma	PROPN
crl-16603	350	45	libraries	library	NOUN
crl-16603	350	46	,	,	PUNCT
crl-16603	350	47	”	"	PUNCT
crl-16603	350	48	educause	educause	NOUN
crl-16603	350	49	review	review	NOUN
crl-16603	350	50	(	(	PUNCT
crl-16603	350	51	june	june	PROPN
crl-16603	350	52	27	27	NUM
crl-16603	350	53	,	,	PUNCT
crl-16603	350	54	2016	2016	NUM
crl-16603	350	55	)	)	PUNCT
crl-16603	350	56	,	,	PUNCT
crl-16603	350	57	available	available	ADJ
crl-16603	350	58	online	online	ADV
crl-16603	350	59	at	at	ADP
crl-16603	350	60	http://er.educause	http://er.educause	PROPN
crl-16603	350	61	.	.	PUNCT
crl-16603	351	1	edu	edu	PROPN
crl-16603	351	2	/	/	SYM
crl-16603	351	3	articles/2016/6	articles/2016/6	PROPN
crl-16603	351	4	/	/	SYM
crl-16603	351	5	navapp	navapp	VERB
crl-16603	351	6	-	-	PUNCT
crl-16603	351	7	at	at	ADP
crl-16603	351	8	-	-	PUNCT
crl-16603	351	9	the	the	DET
crl-16603	351	10	-	-	PUNCT
crl-16603	351	11	university	university	NOUN
crl-16603	351	12	-	-	PUNCT
crl-16603	351	13	of	of	ADP
crl-16603	351	14	-	-	PUNCT
crl-16603	351	15	oklahoma	oklahoma	NOUN
crl-16603	351	16	-	-	PUNCT
crl-16603	351	17	libraries	library	NOUN
crl-16603	351	18	[	[	X
crl-16603	351	19	accessed	access	VERB
crl-16603	351	20	26	26	NUM
crl-16603	351	21	february	february	NOUN
crl-16603	351	22	2018	2018	NUM
crl-16603	351	23	]	]	PUNCT
crl-16603	351	24	.	.	PUNCT
crl-16603	352	1	71	71	NUM
crl-16603	352	2	.	.	PUNCT
crl-16603	353	1	andrew	andrew	PROPN
crl-16603	353	2	walsh	walsh	PROPN
crl-16603	353	3	,	,	PUNCT
crl-16603	353	4	“	"	PUNCT
crl-16603	353	5	blurring	blur	VERB
crl-16603	353	6	the	the	DET
crl-16603	353	7	boundaries	boundary	NOUN
crl-16603	353	8	between	between	ADP
crl-16603	353	9	our	our	PRON
crl-16603	353	10	physical	physical	ADJ
crl-16603	353	11	and	and	CCONJ
crl-16603	353	12	electronic	electronic	ADJ
crl-16603	353	13	libraries	library	NOUN
crl-16603	353	14	:	:	PUNCT
crl-16603	353	15	location	location	NOUN
crl-16603	353	16	-	-	PUNCT
crl-16603	353	17	aware	aware	ADJ
crl-16603	353	18	technologies	technology	NOUN
crl-16603	353	19	,	,	PUNCT
crl-16603	353	20	qr	qr	PROPN
crl-16603	353	21	codes	code	NOUN
crl-16603	353	22	and	and	CCONJ
crl-16603	353	23	rfid	rfid	NOUN
crl-16603	353	24	tags	tag	NOUN
crl-16603	353	25	,	,	PUNCT
crl-16603	353	26	”	"	PUNCT
crl-16603	353	27	electronic	electronic	ADJ
crl-16603	353	28	library	library	NOUN
crl-16603	353	29	29	29	NUM
crl-16603	353	30	,	,	PUNCT
crl-16603	353	31	no	no	INTJ
crl-16603	353	32	.	.	NOUN
crl-16603	353	33	4	4	NUM
crl-16603	353	34	,	,	PUNCT
crl-16603	353	35	doi:10.1108/02640471111156713	doi:10.1108/02640471111156713	NOUN
crl-16603	353	36	.	.	PUNCT
crl-16603	354	1	72	72	NUM
crl-16603	354	2	.	.	PUNCT
crl-16603	355	1	association	association	NOUN
crl-16603	355	2	of	of	ADP
crl-16603	355	3	research	research	NOUN
crl-16603	355	4	libraries	library	NOUN
crl-16603	355	5	,	,	PUNCT
crl-16603	355	6	“	"	PUNCT
crl-16603	355	7	expenditure	expenditure	NOUN
crl-16603	355	8	trends	trend	NOUN
crl-16603	355	9	in	in	ADP
crl-16603	355	10	arl	arl	PROPN
crl-16603	355	11	libraries	library	NOUN
crl-16603	355	12	,	,	PUNCT
crl-16603	355	13	1986–2012	1986–2012	NUM
crl-16603	355	14	”	"	PUNCT
crl-16603	355	15	(	(	PUNCT
crl-16603	355	16	2012	2012	NUM
crl-16603	355	17	)	)	PUNCT
crl-16603	355	18	,	,	PUNCT
crl-16603	355	19	available	available	ADJ
crl-16603	355	20	online	online	ADV
crl-16603	355	21	at	at	ADP
crl-16603	355	22	www.arl.org/storage/documents/expenditure-trends.pdf	www.arl.org/storage/documents/expenditure-trends.pdf	NOUN
crl-16603	355	23	[	[	PUNCT
crl-16603	355	24	accessed	access	VERB
crl-16603	355	25	26	26	NUM
crl-16603	355	26	february	february	NOUN
crl-16603	355	27	2018	2018	NUM
crl-16603	355	28	]	]	PUNCT
crl-16603	355	29	;	;	PUNCT
crl-16603	355	30	association	association	NOUN
crl-16603	355	31	of	of	ADP
crl-16603	355	32	research	research	NOUN
crl-16603	355	33	libraries	library	NOUN
crl-16603	355	34	,	,	PUNCT
crl-16603	355	35	“	"	PUNCT
crl-16603	355	36	library	library	NOUN
crl-16603	355	37	expenditure	expenditure	NOUN
crl-16603	355	38	as	as	ADP
crl-16603	355	39	%	%	NOUN
crl-16603	355	40	of	of	ADP
crl-16603	355	41	total	total	ADJ
crl-16603	355	42	university	university	NOUN
crl-16603	355	43	expenditure	expenditure	NOUN
crl-16603	355	44	”	"	PUNCT
crl-16603	355	45	(	(	PUNCT
crl-16603	355	46	2013	2013	NUM
crl-16603	355	47	)	)	PUNCT
crl-16603	355	48	,	,	PUNCT
crl-16603	355	49	available	available	ADJ
crl-16603	355	50	online	online	ADV
crl-16603	355	51	at	at	ADP
crl-16603	355	52	www.arl.org/storage/documents/eg_2.pdf	www.arl.org/storage/documents/eg_2.pdf	NOUN
crl-16603	355	53	[	[	X
crl-16603	355	54	accessed	access	VERB
crl-16603	355	55	26	26	NUM
crl-16603	355	56	february	february	NOUN
crl-16603	355	57	2018	2018	NUM
crl-16603	355	58	]	]	PUNCT
crl-16603	355	59	.	.	PUNCT
crl-16603	356	1	73	73	NUM
crl-16603	356	2	.	.	PUNCT
crl-16603	357	1	paul	paul	PROPN
crl-16603	357	2	prinsloo	prinsloo	PROPN
crl-16603	357	3	and	and	CCONJ
crl-16603	357	4	sharon	sharon	PROPN
crl-16603	357	5	slade	slade	PROPN
crl-16603	357	6	,	,	PUNCT
crl-16603	357	7	“	"	PUNCT
crl-16603	357	8	student	student	NOUN
crl-16603	357	9	privacy	privacy	NOUN
crl-16603	357	10	self	self	NOUN
crl-16603	357	11	-	-	PUNCT
crl-16603	357	12	management	management	NOUN
crl-16603	357	13	:	:	PUNCT
crl-16603	357	14	implications	implication	NOUN
crl-16603	357	15	for	for	ADP
crl-16603	357	16	learning	learn	VERB
crl-16603	357	17	analytics	analytic	NOUN
crl-16603	357	18	”	"	PUNCT
crl-16603	357	19	(	(	PUNCT
crl-16603	357	20	paper	paper	NOUN
crl-16603	357	21	presented	present	VERB
crl-16603	357	22	at	at	ADP
crl-16603	357	23	the	the	DET
crl-16603	357	24	fifth	fifth	ADJ
crl-16603	357	25	international	international	ADJ
crl-16603	357	26	conference	conference	NOUN
crl-16603	357	27	on	on	ADP
crl-16603	357	28	learning	learn	VERB
crl-16603	357	29	analytics	analytic	NOUN
crl-16603	357	30	and	and	CCONJ
crl-16603	357	31	knowledge	knowledge	NOUN
crl-16603	357	32	,	,	PUNCT
crl-16603	357	33	usa	usa	PROPN
crl-16603	357	34	,	,	PUNCT
crl-16603	357	35	2015	2015	NUM
crl-16603	357	36	)	)	PUNCT
crl-16603	357	37	.	.	PUNCT
crl-16603	358	1	74	74	NUM
crl-16603	358	2	.	.	PUNCT
crl-16603	359	1	roger	roger	PROPN
crl-16603	359	2	clarke	clarke	PROPN
crl-16603	359	3	,	,	PUNCT
crl-16603	359	4	“	"	PUNCT
crl-16603	359	5	information	information	NOUN
crl-16603	359	6	technology	technology	NOUN
crl-16603	359	7	and	and	CCONJ
crl-16603	359	8	dataveillance	dataveillance	NOUN
crl-16603	359	9	,	,	PUNCT
crl-16603	359	10	”	"	PUNCT
crl-16603	359	11	communications	communication	NOUN
crl-16603	359	12	of	of	ADP
crl-16603	359	13	the	the	DET
crl-16603	359	14	acm	acm	PROPN
crl-16603	359	15	31	31	NUM
crl-16603	359	16	,	,	PUNCT
crl-16603	359	17	no	no	INTJ
crl-16603	359	18	.	.	NOUN
crl-16603	359	19	5	5	NUM
crl-16603	359	20	,	,	PUNCT
crl-16603	359	21	doi:10.1145/42411.42413	doi:10.1145/42411.42413	NOUN
crl-16603	359	22	.	.	PUNCT
crl-16603	360	1	75	75	NUM
crl-16603	360	2	.	.	PUNCT
crl-16603	361	1	ian	ian	PROPN
crl-16603	361	2	kerr	kerr	PROPN
crl-16603	361	3	and	and	CCONJ
crl-16603	361	4	jessica	jessica	PROPN
crl-16603	361	5	earle	earle	PROPN
crl-16603	361	6	,	,	PUNCT
crl-16603	361	7	“	"	PUNCT
crl-16603	361	8	prediction	prediction	NOUN
crl-16603	361	9	,	,	PUNCT
crl-16603	361	10	preemption	preemption	NOUN
crl-16603	361	11	,	,	PUNCT
crl-16603	361	12	presumption	presumption	NOUN
crl-16603	361	13	:	:	PUNCT
crl-16603	361	14	how	how	SCONJ
crl-16603	361	15	big	big	ADJ
crl-16603	361	16	data	datum	NOUN
crl-16603	361	17	threatens	threaten	VERB
crl-16603	361	18	big	big	ADJ
crl-16603	361	19	picture	picture	NOUN
crl-16603	361	20	privacy	privacy	NOUN
crl-16603	361	21	,	,	PUNCT
crl-16603	361	22	”	"	PUNCT
crl-16603	361	23	stanford	stanford	PROPN
crl-16603	361	24	law	law	PROPN
crl-16603	361	25	review	review	VERB
crl-16603	361	26	online	online	ADV
crl-16603	361	27	66	66	NUM
crl-16603	361	28	(	(	PUNCT
crl-16603	361	29	2013	2013	NUM
crl-16603	361	30	)	)	PUNCT
crl-16603	361	31	,	,	PUNCT
crl-16603	361	32	available	available	ADJ
crl-16603	361	33	online	online	ADV
crl-16603	361	34	at	at	ADP
crl-16603	361	35	https://review.law	https://review.law	PROPN
crl-16603	361	36	.	.	PUNCT
crl-16603	362	1	stanford.edu/wp-content/uploads/sites/3/2016/08/66_stanlrevonline_65_kerrearle.pdf	stanford.edu/wp-content/uploads/sites/3/2016/08/66_stanlrevonline_65_kerrearle.pdf	NOUN
crl-16603	363	1	[	[	X
crl-16603	363	2	accessed	access	VERB
crl-16603	363	3	26	26	NUM
crl-16603	363	4	february	february	NOUN
crl-16603	363	5	2018	2018	NUM
crl-16603	363	6	]	]	PUNCT
crl-16603	363	7	;	;	PUNCT
crl-16603	363	8	rubel	rubel	NOUN
crl-16603	363	9	and	and	CCONJ
crl-16603	363	10	jones	jones	PROPN
crl-16603	363	11	,	,	PUNCT
crl-16603	363	12	“	"	PUNCT
crl-16603	363	13	student	student	NOUN
crl-16603	363	14	privacy	privacy	NOUN
crl-16603	363	15	in	in	ADP
crl-16603	363	16	learning	learn	VERB
crl-16603	363	17	analytics	analytic	NOUN
crl-16603	363	18	”	"	PUNCT
crl-16603	363	19	;	;	PUNCT
crl-16603	363	20	daniel	daniel	PROPN
crl-16603	363	21	j.	j.	PROPN
crl-16603	363	22	solove	solove	PROPN
crl-16603	363	23	,	,	PUNCT
crl-16603	363	24	the	the	DET
crl-16603	363	25	digital	digital	ADJ
crl-16603	363	26	person	person	NOUN
crl-16603	363	27	:	:	PUNCT
crl-16603	363	28	technology	technology	NOUN
crl-16603	363	29	and	and	CCONJ
crl-16603	363	30	privacy	privacy	NOUN
crl-16603	363	31	in	in	ADP
crl-16603	363	32	the	the	DET
crl-16603	363	33	information	information	NOUN
crl-16603	363	34	age	age	NOUN
crl-16603	363	35	(	(	PUNCT
crl-16603	363	36	new	new	PROPN
crl-16603	363	37	york	york	PROPN
crl-16603	363	38	,	,	PUNCT
crl-16603	363	39	n.y	n.y	PROPN
crl-16603	363	40	.	.	PROPN
crl-16603	363	41	:	:	PUNCT
crl-16603	363	42	new	new	PROPN
crl-16603	363	43	york	york	PROPN
crl-16603	363	44	university	university	PROPN
crl-16603	363	45	press	press	NOUN
crl-16603	363	46	,	,	PUNCT
crl-16603	363	47	2004	2004	NUM
crl-16603	363	48	)	)	PUNCT
crl-16603	363	49	.	.	PUNCT
crl-16603	364	1	76	76	NUM
crl-16603	364	2	.	.	PUNCT
crl-16603	364	3	rob	rob	PROPN
crl-16603	364	4	kitchin	kitchin	PROPN
crl-16603	364	5	,	,	PUNCT
crl-16603	364	6	“	"	PUNCT
crl-16603	364	7	big	big	ADJ
crl-16603	364	8	data	datum	NOUN
crl-16603	364	9	,	,	PUNCT
crl-16603	364	10	new	new	ADJ
crl-16603	364	11	epistemologies	epistemology	NOUN
crl-16603	364	12	and	and	CCONJ
crl-16603	364	13	paradigm	paradigm	NOUN
crl-16603	364	14	shifts	shift	NOUN
crl-16603	364	15	,	,	PUNCT
crl-16603	364	16	”	"	PUNCT
crl-16603	364	17	big	big	ADJ
crl-16603	364	18	data	datum	NOUN
crl-16603	364	19	&	&	CCONJ
crl-16603	364	20	society	society	NOUN
crl-16603	364	21	1	1	NUM
crl-16603	364	22	,	,	PUNCT
crl-16603	364	23	no	no	INTJ
crl-16603	364	24	.	.	NOUN
crl-16603	364	25	1	1	NUM
crl-16603	364	26	,	,	PUNCT
crl-16603	364	27	doi:10.1177/2053951714528481	doi:10.1177/2053951714528481	NUM
crl-16603	364	28	;	;	PUNCT
crl-16603	364	29	nassim	nassim	PROPN
crl-16603	364	30	n.	n.	PROPN
crl-16603	364	31	taleb	taleb	PROPN
crl-16603	364	32	,	,	PUNCT
crl-16603	364	33	antifragile	antifragile	NOUN
crl-16603	364	34	:	:	PUNCT
crl-16603	364	35	things	thing	NOUN
crl-16603	364	36	that	that	PRON
crl-16603	364	37	gain	gain	VERB
crl-16603	364	38	from	from	ADP
crl-16603	364	39	disorder	disorder	NOUN
crl-16603	364	40	(	(	PUNCT
crl-16603	364	41	new	new	PROPN
crl-16603	364	42	york	york	PROPN
crl-16603	364	43	,	,	PUNCT
crl-16603	364	44	n.y	n.y	PROPN
crl-16603	364	45	.	.	PROPN
crl-16603	364	46	:	:	PUNCT
crl-16603	365	1	random	random	ADJ
crl-16603	365	2	house	house	NOUN
crl-16603	365	3	,	,	PUNCT
crl-16603	365	4	2012	2012	NUM
crl-16603	365	5	)	)	PUNCT
crl-16603	365	6	.	.	PUNCT
crl-16603	366	1	77	77	NUM
crl-16603	366	2	.	.	PUNCT
crl-16603	367	1	jennifer	jennifer	PROPN
crl-16603	367	2	heath	heath	PROPN
crl-16603	367	3	,	,	PUNCT
crl-16603	367	4	“	"	PUNCT
crl-16603	367	5	contemporary	contemporary	ADJ
crl-16603	367	6	privacy	privacy	NOUN
crl-16603	367	7	theory	theory	NOUN
crl-16603	367	8	contributions	contribution	NOUN
crl-16603	367	9	to	to	ADP
crl-16603	367	10	learning	learn	VERB
crl-16603	367	11	analytics	analytic	NOUN
crl-16603	367	12	,	,	PUNCT
crl-16603	367	13	”	"	PUNCT
crl-16603	367	14	journal	journal	NOUN
crl-16603	367	15	of	of	ADP
crl-16603	367	16	learning	learn	VERB
crl-16603	367	17	analytics	analytic	NOUN
crl-16603	367	18	1	1	NUM
crl-16603	367	19	,	,	PUNCT
crl-16603	367	20	no	no	INTJ
crl-16603	367	21	.	.	NOUN
crl-16603	367	22	1	1	NUM
crl-16603	367	23	;	;	PUNCT
crl-16603	367	24	mark	mark	PROPN
crl-16603	367	25	maccarthy	maccarthy	NOUN
crl-16603	367	26	,	,	PUNCT
crl-16603	367	27	“	"	PUNCT
crl-16603	367	28	student	student	NOUN
crl-16603	367	29	privacy	privacy	NOUN
crl-16603	367	30	:	:	PUNCT
crl-16603	367	31	harm	harm	NOUN
crl-16603	367	32	and	and	CCONJ
crl-16603	367	33	context	context	NOUN
crl-16603	367	34	,	,	PUNCT
crl-16603	367	35	”	"	PUNCT
crl-16603	367	36	https://doi.org/10.1108/lm-09-2014-0103	https://doi.org/10.1108/lm-09-2014-0103	X
crl-16603	367	37	https://doi.org/10.1108/lm-09-2014-0103	https://doi.org/10.1108/lm-09-2014-0103	VERB
crl-16603	367	38	https://doi.org/10.5860/crl.76.4.427	https://doi.org/10.5860/crl.76.4.427	PROPN
crl-16603	367	39	http://www.nytimes.com/2016/03/15/business/media/moneyball-for-book-publishers-for-a-detailed-look-at-how-we-read.html	http://www.nytimes.com/2016/03/15/business/media/moneyball-for-book-publishers-for-a-detailed-look-at-how-we-read.html	PROPN
crl-16603	368	1	http://www.nytimes.com/2016/03/15/business/media/moneyball-for-book-publishers-for-a-detailed-look-at-how-we-read.html	http://www.nytimes.com/2016/03/15/business/media/moneyball-for-book-publishers-for-a-detailed-look-at-how-we-read.html	PROPN
crl-16603	368	2	https://doi.org/10.5860/0710254	https://doi.org/10.5860/0710254	PROPN
crl-16603	368	3	https://library.educause.edu/resources/2015/2/assessment-with-etextbook-analytics	https://library.educause.edu/resources/2015/2/assessment-with-etextbook-analytics	PROPN
crl-16603	368	4	https://library.educause.edu/resources/2015/2/assessment-with-etextbook-analytics	https://library.educause.edu/resources/2015/2/assessment-with-etextbook-analytics	X
crl-16603	368	5	http://www.chronicle.com/blogs/wiredcampus/now-e-textbooks-can-report-back-on-students-reading-habits/40928	http://www.chronicle.com/blogs/wiredcampus/now-e-textbooks-can-report-back-on-students-reading-habits/40928	X
crl-16603	368	6	http://www.chronicle.com/blogs/wiredcampus/now-e-textbooks-can-report-back-on-students-reading-habits/40928	http://www.chronicle.com/blogs/wiredcampus/now-e-textbooks-can-report-back-on-students-reading-habits/40928	X
crl-16603	368	7	http://www.nmc.org/publication/nmc-horizon-report-2015-library-edition/	http://www.nmc.org/publication/nmc-horizon-report-2015-library-edition/	PROPN
crl-16603	368	8	http://www.nmc.org/publication/nmc-horizon-report-2015-library-edition/	http://www.nmc.org/publication/nmc-horizon-report-2015-library-edition/	PROPN
crl-16603	368	9	http://measurethefuture.net	http://measurethefuture.net	PROPN
crl-16603	368	10	https://doi.org/10.1016/j.acalib.2013.02.006	https://doi.org/10.1016/j.acalib.2013.02.006	VERB
crl-16603	368	11	https://scholarworks.gsu.edu/univ_lib_facpres/21/	https://scholarworks.gsu.edu/univ_lib_facpres/21/	ADJ
crl-16603	368	12	https://scholarworks.gsu.edu/univ_lib_facpres/21/	https://scholarworks.gsu.edu/univ_lib_facpres/21/	ADJ
crl-16603	368	13	http://lj.libraryjournal.com/2014/11/marketing/beacon-technology-deployed-by-two-library-app-makers	http://lj.libraryjournal.com/2014/11/marketing/beacon-technology-deployed-by-two-library-app-maker	NOUN
crl-16603	368	14	http://lj.libraryjournal.com/2014/11/marketing/beacon-technology-deployed-by-two-library-app-makers	http://lj.libraryjournal.com/2014/11/marketing/beacon-technology-deployed-by-two-library-app-makers	PROPN
crl-16603	368	15	http://er.educause.edu/articles/2016/6/navapp-at-the-university-of-oklahoma-libraries	http://er.educause.edu/articles/2016/6/navapp-at-the-university-of-oklahoma-librarie	NOUN
crl-16603	368	16	http://er.educause.edu/articles/2016/6/navapp-at-the-university-of-oklahoma-libraries	http://er.educause.edu/articles/2016/6/navapp-at-the-university-of-oklahoma-librarie	VERB
crl-16603	368	17	https://doi.org/10.1108/02640471111156713	https://doi.org/10.1108/02640471111156713	NUM
crl-16603	368	18	http://www.arl.org/storage/documents/expenditure-trends.pdf	http://www.arl.org/storage/documents/expenditure-trends.pdf	NOUN
crl-16603	368	19	http://www.arl.org/storage/documents/eg_2.pdf	http://www.arl.org/storage/documents/eg_2.pdf	PROPN
crl-16603	368	20	https://doi.org/10.1145/42411.42413	https://doi.org/10.1145/42411.42413	NOUN
crl-16603	368	21	https://review.law.stanford.edu/wp-content/uploads/sites/3/2016/08/66_stanlrevonline_65_kerrearle.pdf	https://review.law.stanford.edu/wp-content/uploads/sites/3/2016/08/66_stanlrevonline_65_kerrearle.pdf	PROPN
crl-16603	368	22	https://review.law.stanford.edu/wp-content/uploads/sites/3/2016/08/66_stanlrevonline_65_kerrearle.pdf	https://review.law.stanford.edu/wp-content/uploads/sites/3/2016/08/66_stanlrevonline_65_kerrearle.pdf	PROPN
crl-16603	368	23	https://doi.org/10.1177/2053951714528481	https://doi.org/10.1177/2053951714528481	PROPN
crl-16603	368	24	322	322	NUM
crl-16603	368	25	college	college	PROPN
crl-16603	368	26	&	&	CCONJ
crl-16603	368	27	research	research	PROPN
crl-16603	368	28	libraries	library	NOUN
crl-16603	368	29	april	april	PROPN
crl-16603	368	30	2018	2018	NUM
crl-16603	368	31	international	international	ADJ
crl-16603	368	32	review	review	NOUN
crl-16603	368	33	of	of	ADP
crl-16603	368	34	information	information	NOUN
crl-16603	368	35	ethics	ethic	NOUN
crl-16603	368	36	21	21	NUM
crl-16603	368	37	(	(	PUNCT
crl-16603	368	38	2014	2014	NUM
crl-16603	368	39	)	)	PUNCT
crl-16603	368	40	,	,	PUNCT
crl-16603	368	41	available	available	ADJ
crl-16603	368	42	online	online	ADV
crl-16603	368	43	at	at	ADP
crl-16603	368	44	www.i-r-i-e.net/inhalt/021/	www.i-r-i-e.net/inhalt/021/	NOUN
crl-16603	368	45	irie-021-maccarthy.pdf	irie-021-maccarthy.pdf	NOUN
crl-16603	368	46	[	[	X
crl-16603	368	47	accessed	access	VERB
crl-16603	368	48	26	26	NUM
crl-16603	368	49	february	february	NOUN
crl-16603	368	50	2018	2018	NUM
crl-16603	368	51	]	]	PUNCT
crl-16603	368	52	;	;	PUNCT
crl-16603	368	53	abelardo	abelardo	PROPN
crl-16603	368	54	pardo	pardo	PROPN
crl-16603	368	55	and	and	CCONJ
crl-16603	368	56	george	george	PROPN
crl-16603	368	57	siemens	siemens	PROPN
crl-16603	368	58	,	,	PUNCT
crl-16603	368	59	“	"	PUNCT
crl-16603	368	60	ethical	ethical	ADJ
crl-16603	368	61	and	and	CCONJ
crl-16603	368	62	privacy	privacy	NOUN
crl-16603	368	63	principles	principle	NOUN
crl-16603	368	64	for	for	ADP
crl-16603	368	65	learning	learn	VERB
crl-16603	368	66	analytics	analytic	NOUN
crl-16603	368	67	,	,	PUNCT
crl-16603	368	68	”	"	PUNCT
crl-16603	368	69	british	british	ADJ
crl-16603	368	70	journal	journal	NOUN
crl-16603	368	71	of	of	ADP
crl-16603	368	72	educational	educational	ADJ
crl-16603	368	73	technology	technology	NOUN
crl-16603	368	74	45	45	NUM
crl-16603	368	75	,	,	PUNCT
crl-16603	368	76	no	no	INTJ
crl-16603	368	77	.	.	NOUN
crl-16603	368	78	3	3	NUM
crl-16603	368	79	,	,	PUNCT
crl-16603	368	80	doi:10.1111	doi:10.1111	ADJ
crl-16603	368	81	/	/	SYM
crl-16603	368	82	bjet.12152	bjet.12152	PROPN
crl-16603	368	83	;	;	PUNCT
crl-16603	368	84	rubel	rubel	NOUN
crl-16603	368	85	and	and	CCONJ
crl-16603	368	86	jones	jone	NOUN
crl-16603	368	87	,	,	PUNCT
crl-16603	368	88	“	"	PUNCT
crl-16603	368	89	student	student	NOUN
crl-16603	368	90	privacy	privacy	NOUN
crl-16603	368	91	in	in	ADP
crl-16603	368	92	learning	learn	VERB
crl-16603	368	93	analytics	analytic	NOUN
crl-16603	368	94	.	.	PUNCT
crl-16603	368	95	”	"	PUNCT
crl-16603	369	1	78	78	NUM
crl-16603	369	2	.	.	PUNCT
crl-16603	370	1	library	library	NOUN
crl-16603	370	2	analytics	analytic	NOUN
crl-16603	370	3	and	and	CCONJ
crl-16603	370	4	metrics	metric	NOUN
crl-16603	370	5	:	:	PUNCT
crl-16603	370	6	using	use	VERB
crl-16603	370	7	data	datum	NOUN
crl-16603	370	8	to	to	PART
crl-16603	370	9	drive	drive	VERB
crl-16603	370	10	decisions	decision	NOUN
crl-16603	370	11	and	and	CCONJ
crl-16603	370	12	services	service	NOUN
crl-16603	370	13	,	,	PUNCT
crl-16603	370	14	ed	ed	NOUN
crl-16603	370	15	.	.	PUNCT
crl-16603	371	1	ben	ben	PROPN
crl-16603	371	2	showers	showers	PROPN
crl-16603	371	3	(	(	PUNCT
crl-16603	371	4	london	london	PROPN
crl-16603	371	5	,	,	PUNCT
crl-16603	371	6	u.k	u.k	PROPN
crl-16603	371	7	.	.	PROPN
crl-16603	371	8	:	:	PUNCT
crl-16603	371	9	facet	facet	ADJ
crl-16603	371	10	publishing	publishing	NOUN
crl-16603	371	11	,	,	PUNCT
crl-16603	371	12	2015	2015	NUM
crl-16603	371	13	)	)	PUNCT
crl-16603	371	14	.	.	PUNCT
crl-16603	372	1	79	79	NUM
crl-16603	372	2	.	.	PUNCT
crl-16603	373	1	eric	eric	PROPN
crl-16603	373	2	hellman	hellman	PROPN
crl-16603	373	3	,	,	PUNCT
crl-16603	373	4	“	"	PUNCT
crl-16603	373	5	libraries	library	NOUN
crl-16603	373	6	are	be	AUX
crl-16603	373	7	giving	give	VERB
crl-16603	373	8	away	away	ADP
crl-16603	373	9	the	the	DET
crl-16603	373	10	user	user	NOUN
crl-16603	373	11	-	-	PUNCT
crl-16603	373	12	privacy	privacy	NOUN
crl-16603	373	13	store	store	NOUN
crl-16603	373	14	,	,	PUNCT
crl-16603	373	15	”	"	PUNCT
crl-16603	373	16	go	go	VERB
crl-16603	373	17	to	to	ADP
crl-16603	373	18	hellman	hellman	PROPN
crl-16603	373	19	(	(	PUNCT
crl-16603	373	20	aug	aug	PROPN
crl-16603	373	21	.	.	PROPN
crl-16603	373	22	14	14	NUM
crl-16603	373	23	,	,	PUNCT
crl-16603	373	24	2013	2013	NUM
crl-16603	373	25	)	)	PUNCT
crl-16603	373	26	,	,	PUNCT
crl-16603	373	27	available	available	ADJ
crl-16603	373	28	online	online	ADV
crl-16603	373	29	at	at	ADP
crl-16603	373	30	https://go-to-hellman.blogspot.com/2014/08/libraries-are-giving-awayuser-privacy.html	https://go-to-hellman.blogspot.com/2014/08/libraries-are-giving-awayuser-privacy.html	PROPN
crl-16603	373	31	[	[	X
crl-16603	373	32	accessed	access	VERB
crl-16603	373	33	26	26	NUM
crl-16603	373	34	february	february	NOUN
crl-16603	373	35	2018	2018	NUM
crl-16603	373	36	]	]	PUNCT
crl-16603	373	37	.	.	PUNCT
crl-16603	374	1	80	80	NUM
crl-16603	374	2	.	.	PUNCT
crl-16603	375	1	showers	shower	NOUN
crl-16603	375	2	,	,	PUNCT
crl-16603	375	3	library	library	NOUN
crl-16603	375	4	analytics	analytic	NOUN
crl-16603	375	5	and	and	CCONJ
crl-16603	375	6	metrics	metric	NOUN
crl-16603	375	7	,	,	PUNCT
crl-16603	375	8	154	154	NUM
crl-16603	375	9	.	.	PUNCT
crl-16603	375	10	81	81	NUM
crl-16603	375	11	.	.	PUNCT
crl-16603	376	1	asilomar	asilomar	PROPN
crl-16603	376	2	i	i	PRON
crl-16603	376	3	,	,	PUNCT
crl-16603	376	4	“	"	PUNCT
crl-16603	376	5	the	the	DET
crl-16603	376	6	asilomar	asilomar	NOUN
crl-16603	376	7	convention	convention	NOUN
crl-16603	376	8	for	for	ADP
crl-16603	376	9	learning	learn	VERB
crl-16603	376	10	research	research	NOUN
crl-16603	376	11	in	in	ADP
crl-16603	376	12	higher	high	ADJ
crl-16603	376	13	education	education	NOUN
crl-16603	376	14	”	"	PUNCT
crl-16603	376	15	(	(	PUNCT
crl-16603	376	16	2014	2014	NUM
crl-16603	376	17	)	)	PUNCT
crl-16603	376	18	,	,	PUNCT
crl-16603	376	19	available	available	ADJ
crl-16603	376	20	online	online	ADV
crl-16603	376	21	at	at	ADP
crl-16603	376	22	http://asilomar-highered.info	http://asilomar-highered.info	PROPN
crl-16603	376	23	[	[	X
crl-16603	376	24	accessed	access	VERB
crl-16603	376	25	26	26	NUM
crl-16603	376	26	february	february	NOUN
crl-16603	376	27	2018	2018	NUM
crl-16603	376	28	]	]	PUNCT
crl-16603	376	29	;	;	PUNCT
crl-16603	376	30	asilomar	asilomar	PROPN
crl-16603	376	31	ii	ii	PROPN
crl-16603	376	32	,	,	PUNCT
crl-16603	376	33	“	"	PUNCT
crl-16603	376	34	student	student	NOUN
crl-16603	376	35	data	datum	NOUN
crl-16603	376	36	and	and	CCONJ
crl-16603	376	37	records	record	NOUN
crl-16603	376	38	in	in	ADP
crl-16603	376	39	the	the	DET
crl-16603	376	40	digital	digital	ADJ
crl-16603	376	41	era	era	NOUN
crl-16603	376	42	”	"	PUNCT
crl-16603	376	43	(	(	PUNCT
crl-16603	376	44	2016	2016	NUM
crl-16603	376	45	)	)	PUNCT
crl-16603	376	46	,	,	PUNCT
crl-16603	376	47	available	available	ADJ
crl-16603	376	48	online	online	ADV
crl-16603	376	49	at	at	ADP
crl-16603	376	50	https://sites.stanford.edu/	https://sites.stanford.edu/	PROPN
crl-16603	376	51	asilomar/	asilomar/	PROPN
crl-16603	376	52	[	[	PUNCT
crl-16603	376	53	accessed	access	VERB
crl-16603	376	54	26	26	NUM
crl-16603	376	55	february	february	NOUN
crl-16603	376	56	2018	2018	NUM
crl-16603	376	57	]	]	PUNCT
crl-16603	376	58	.	.	PUNCT
crl-16603	377	1	82	82	NUM
crl-16603	377	2	.	.	PUNCT
crl-16603	377	3	sclater	sclater	PROPN
crl-16603	377	4	,	,	PUNCT
crl-16603	377	5	“	"	PUNCT
crl-16603	377	6	code	code	NOUN
crl-16603	377	7	of	of	ADP
crl-16603	377	8	practice	practice	NOUN
crl-16603	377	9	for	for	ADP
crl-16603	377	10	learning	learn	VERB
crl-16603	377	11	analytics	analytic	NOUN
crl-16603	377	12	.	.	PUNCT
crl-16603	377	13	”	"	PUNCT
crl-16603	378	1	83	83	NUM
crl-16603	378	2	.	.	PUNCT
crl-16603	379	1	showers	shower	NOUN
crl-16603	379	2	,	,	PUNCT
crl-16603	379	3	library	library	NOUN
crl-16603	379	4	analytics	analytic	NOUN
crl-16603	379	5	and	and	CCONJ
crl-16603	379	6	metrics	metric	NOUN
crl-16603	379	7	,	,	PUNCT
crl-16603	379	8	156	156	NUM
crl-16603	379	9	.	.	PUNCT
crl-16603	379	10	84	84	NUM
crl-16603	379	11	.	.	PUNCT
crl-16603	380	1	nissenbaum	nissenbaum	PROPN
crl-16603	380	2	,	,	PUNCT
crl-16603	380	3	privacy	privacy	NOUN
crl-16603	380	4	in	in	ADP
crl-16603	380	5	context	context	NOUN
crl-16603	380	6	,	,	PUNCT
crl-16603	380	7	132	132	NUM
crl-16603	380	8	.	.	NOUN
crl-16603	380	9	85	85	NUM
crl-16603	380	10	.	.	PUNCT
crl-16603	381	1	american	american	PROPN
crl-16603	381	2	library	library	PROPN
crl-16603	381	3	association	association	PROPN
crl-16603	381	4	,	,	PUNCT
crl-16603	381	5	“	"	PUNCT
crl-16603	381	6	code	code	NOUN
crl-16603	381	7	of	of	ADP
crl-16603	381	8	ethics	ethic	NOUN
crl-16603	381	9	of	of	ADP
crl-16603	381	10	the	the	DET
crl-16603	381	11	american	american	PROPN
crl-16603	381	12	library	library	PROPN
crl-16603	381	13	association	association	PROPN
crl-16603	381	14	,	,	PUNCT
crl-16603	381	15	”	"	PUNCT
crl-16603	381	16	(	(	PUNCT
crl-16603	381	17	2008	2008	NUM
crl-16603	381	18	):	):	PUNCT
crl-16603	381	19	1	1	NUM
crl-16603	381	20	,	,	PUNCT
crl-16603	381	21	available	available	ADJ
crl-16603	381	22	online	online	ADV
crl-16603	381	23	at	at	ADP
crl-16603	381	24	www.ala.org/advocacy/sites/ala.org.advocacy/files/content/proethics/codeofethics/code%20of%20ethics%20of%20the%20american%20library%20association	www.ala.org/advocacy/sites/ala.org.advocacy/files/content/proethics/codeofethics/code%20of%20ethics%20of%20the%20american%20library%20association	NOUN
crl-16603	381	25	.	.	PUNCT
crl-16603	382	1	pdf	pdf	NOUN
crl-16603	383	1	[	[	X
crl-16603	383	2	accessed	access	VERB
crl-16603	383	3	26	26	NUM
crl-16603	383	4	february	february	NOUN
crl-16603	383	5	2018	2018	NUM
crl-16603	383	6	]	]	PUNCT
crl-16603	383	7	.	.	PUNCT
crl-16603	384	1	86	86	NUM
crl-16603	384	2	.	.	PUNCT
crl-16603	385	1	kay	kay	PROPN
crl-16603	385	2	mathiesen	mathiesen	PROPN
crl-16603	385	3	and	and	CCONJ
crl-16603	385	4	don	don	PROPN
crl-16603	385	5	fallis	fallis	PROPN
crl-16603	385	6	,	,	PUNCT
crl-16603	385	7	“	"	PUNCT
crl-16603	385	8	information	information	NOUN
crl-16603	385	9	ethics	ethic	NOUN
crl-16603	385	10	and	and	CCONJ
crl-16603	385	11	the	the	DET
crl-16603	385	12	library	library	NOUN
crl-16603	385	13	profession	profession	NOUN
crl-16603	385	14	,	,	PUNCT
crl-16603	385	15	”	"	PUNCT
crl-16603	385	16	in	in	ADP
crl-16603	385	17	handbook	handbook	NOUN
crl-16603	385	18	of	of	ADP
crl-16603	385	19	information	information	NOUN
crl-16603	385	20	and	and	CCONJ
crl-16603	385	21	computer	computer	NOUN
crl-16603	385	22	ethics	ethic	NOUN
crl-16603	385	23	,	,	PUNCT
crl-16603	385	24	eds	eds	PROPN
crl-16603	385	25	.	.	PROPN
crl-16603	385	26	kenneth	kenneth	PROPN
crl-16603	385	27	e.	e.	PROPN
crl-16603	385	28	himma	himma	PROPN
crl-16603	385	29	and	and	CCONJ
crl-16603	385	30	herman	herman	PROPN
crl-16603	385	31	t.	t.	PROPN
crl-16603	385	32	tavani	tavani	PROPN
crl-16603	385	33	(	(	PUNCT
crl-16603	385	34	new	new	PROPN
crl-16603	385	35	york	york	PROPN
crl-16603	385	36	,	,	PUNCT
crl-16603	385	37	n.y	n.y	PROPN
crl-16603	385	38	.	.	PROPN
crl-16603	385	39	:	:	PUNCT
crl-16603	386	1	john	john	PROPN
crl-16603	386	2	wiley	wiley	PROPN
crl-16603	386	3	and	and	CCONJ
crl-16603	386	4	sons	son	NOUN
crl-16603	386	5	,	,	PUNCT
crl-16603	386	6	2008	2008	NUM
crl-16603	386	7	)	)	PUNCT
crl-16603	386	8	;	;	PUNCT
crl-16603	386	9	paul	paul	PROPN
crl-16603	386	10	sturges	sturge	VERB
crl-16603	386	11	,	,	PUNCT
crl-16603	386	12	“	"	PUNCT
crl-16603	386	13	information	information	NOUN
crl-16603	386	14	ethics	ethic	NOUN
crl-16603	386	15	in	in	ADP
crl-16603	386	16	the	the	DET
crl-16603	386	17	twenty	twenty	NUM
crl-16603	386	18	-	-	PUNCT
crl-16603	386	19	first	first	ADJ
crl-16603	386	20	century	century	NOUN
crl-16603	386	21	,	,	PUNCT
crl-16603	386	22	”	"	PUNCT
crl-16603	386	23	australian	australian	ADJ
crl-16603	386	24	academic	academic	NOUN
crl-16603	386	25	&	&	CCONJ
crl-16603	386	26	research	research	PROPN
crl-16603	386	27	libraries	library	NOUN
crl-16603	386	28	40	40	NUM
crl-16603	386	29	,	,	PUNCT
crl-16603	386	30	no	no	INTJ
crl-16603	386	31	.	.	NOUN
crl-16603	386	32	4	4	NUM
crl-16603	386	33	,	,	PUNCT
crl-16603	386	34	available	available	ADJ
crl-16603	386	35	online	online	ADV
crl-16603	386	36	at	at	ADP
crl-16603	386	37	www.ifla.org/files/assets/	www.ifla.org/files/assets/	NOUN
crl-16603	386	38	faife	faife	ADJ
crl-16603	386	39	/	/	SYM
crl-16603	386	40	publications	publication	NOUN
crl-16603	386	41	/	/	SYM
crl-16603	386	42	sturges	sturge	NOUN
crl-16603	386	43	/	/	SYM
crl-16603	386	44	information	information	NOUN
crl-16603	386	45	-	-	PUNCT
crl-16603	386	46	ethics.pdf	ethics.pdf	X
crl-16603	386	47	[	[	PUNCT
crl-16603	386	48	accessed	access	VERB
crl-16603	386	49	26	26	NUM
crl-16603	386	50	february	february	NOUN
crl-16603	386	51	2018	2018	NUM
crl-16603	386	52	]	]	PUNCT
crl-16603	386	53	.	.	PUNCT
crl-16603	387	1	87	87	NUM
crl-16603	387	2	.	.	PUNCT
crl-16603	388	1	american	american	PROPN
crl-16603	388	2	library	library	PROPN
crl-16603	388	3	association	association	PROPN
crl-16603	388	4	,	,	PUNCT
crl-16603	388	5	“	"	PUNCT
crl-16603	388	6	intellectual	intellectual	ADJ
crl-16603	388	7	freedom	freedom	NOUN
crl-16603	388	8	and	and	CCONJ
crl-16603	388	9	censorship	censorship	NOUN
crl-16603	388	10	q	q	PROPN
crl-16603	388	11	&	&	CCONJ
crl-16603	388	12	a	a	PRON
crl-16603	388	13	”	"	PUNCT
crl-16603	388	14	(	(	PUNCT
crl-16603	388	15	2016	2016	NUM
crl-16603	388	16	):	):	PUNCT
crl-16603	388	17	para	para	PROPN
crl-16603	388	18	.	.	PROPN
crl-16603	389	1	1	1	NUM
crl-16603	389	2	,	,	PUNCT
crl-16603	389	3	available	available	ADJ
crl-16603	389	4	online	online	ADV
crl-16603	389	5	at	at	ADP
crl-16603	389	6	http://www.ala.org/advocacy/intfreedom/censorship/faq	http://www.ala.org/advocacy/intfreedom/censorship/faq	NOUN
crl-16603	389	7	[	[	PUNCT
crl-16603	389	8	accessed	access	VERB
crl-16603	389	9	26	26	NUM
crl-16603	389	10	february	february	NOUN
crl-16603	389	11	2018	2018	NUM
crl-16603	389	12	]	]	PUNCT
crl-16603	389	13	.	.	PUNCT
crl-16603	390	1	88	88	NUM
crl-16603	390	2	.	.	PUNCT
crl-16603	391	1	eliza	eliza	PROPN
crl-16603	391	2	t.	t.	PROPN
crl-16603	391	3	dresang	dresang	PROPN
crl-16603	391	4	,	,	PUNCT
crl-16603	391	5	“	"	PUNCT
crl-16603	391	6	intellectual	intellectual	ADJ
crl-16603	391	7	freedom	freedom	NOUN
crl-16603	391	8	and	and	CCONJ
crl-16603	391	9	libraries	library	NOUN
crl-16603	391	10	:	:	PUNCT
crl-16603	391	11	complexity	complexity	NOUN
crl-16603	391	12	and	and	CCONJ
crl-16603	391	13	change	change	NOUN
crl-16603	391	14	in	in	ADP
crl-16603	391	15	the	the	DET
crl-16603	391	16	twenty	twenty	NUM
crl-16603	391	17	-	-	PUNCT
crl-16603	391	18	first	first	ADJ
crl-16603	391	19	century	century	NOUN
crl-16603	391	20	digital	digital	ADJ
crl-16603	391	21	environment	environment	NOUN
crl-16603	391	22	,	,	PUNCT
crl-16603	391	23	”	"	PUNCT
crl-16603	391	24	library	library	NOUN
crl-16603	391	25	quarterly	quarterly	ADV
crl-16603	391	26	76	76	NUM
crl-16603	391	27	,	,	PUNCT
crl-16603	391	28	no	no	INTJ
crl-16603	391	29	.	.	NOUN
crl-16603	391	30	2	2	NUM
crl-16603	391	31	,	,	PUNCT
crl-16603	391	32	doi:10.1086/506576	doi:10.1086/506576	NOUN
crl-16603	391	33	.	.	PUNCT
crl-16603	392	1	89	89	NUM
crl-16603	392	2	.	.	PUNCT
crl-16603	393	1	doug	doug	PROPN
crl-16603	393	2	johnson	johnson	PROPN
crl-16603	393	3	,	,	PUNCT
crl-16603	393	4	“	"	PUNCT
crl-16603	393	5	the	the	DET
crl-16603	393	6	neglected	neglect	VERB
crl-16603	393	7	side	side	NOUN
crl-16603	393	8	of	of	ADP
crl-16603	393	9	intellectual	intellectual	ADJ
crl-16603	393	10	freedom	freedom	NOUN
crl-16603	393	11	,	,	PUNCT
crl-16603	393	12	”	"	PUNCT
crl-16603	393	13	knowledge	knowledge	NOUN
crl-16603	393	14	quest	quest	NOUN
crl-16603	393	15	(	(	PUNCT
crl-16603	393	16	sept	sept	PROPN
crl-16603	393	17	.	.	PROPN
crl-16603	393	18	26	26	NUM
crl-16603	393	19	,	,	PUNCT
crl-16603	393	20	2013	2013	NUM
crl-16603	393	21	)	)	PUNCT
crl-16603	393	22	,	,	PUNCT
crl-16603	393	23	available	available	ADJ
crl-16603	393	24	online	online	ADV
crl-16603	393	25	at	at	ADP
crl-16603	393	26	http://www.doug-johnson.com/dougwri/the-neglected-side-ofintellectual-freedom.html	http://www.doug-johnson.com/dougwri/the-neglected-side-ofintellectual-freedom.html	X
crl-16603	394	1	[	[	X
crl-16603	394	2	accessed	access	VERB
crl-16603	394	3	26	26	NUM
crl-16603	394	4	february	february	NOUN
crl-16603	394	5	2018	2018	NUM
crl-16603	394	6	]	]	PUNCT
crl-16603	394	7	.	.	PUNCT
crl-16603	395	1	90	90	NUM
crl-16603	395	2	.	.	PUNCT
crl-16603	396	1	colleen	colleen	PROPN
crl-16603	396	2	carmean	carmean	PROPN
crl-16603	396	3	and	and	CCONJ
crl-16603	396	4	philip	philip	PROPN
crl-16603	396	5	j.	j.	PROPN
crl-16603	396	6	mizzi	mizzi	PROPN
crl-16603	396	7	,	,	PUNCT
crl-16603	396	8	“	"	PUNCT
crl-16603	396	9	the	the	DET
crl-16603	396	10	case	case	NOUN
crl-16603	396	11	for	for	ADP
crl-16603	396	12	nudge	nudge	ADJ
crl-16603	396	13	analytics	analytic	NOUN
crl-16603	396	14	,	,	PUNCT
crl-16603	396	15	”	"	PUNCT
crl-16603	396	16	educause	educause	NOUN
crl-16603	396	17	review	review	NOUN
crl-16603	396	18	(	(	PUNCT
crl-16603	396	19	2010	2010	NUM
crl-16603	396	20	)	)	PUNCT
crl-16603	396	21	,	,	PUNCT
crl-16603	396	22	available	available	ADJ
crl-16603	396	23	online	online	ADV
crl-16603	396	24	at	at	ADP
crl-16603	396	25	http://er.educause.edu/articles/2010/12/the-case-for-nudge-analytics	http://er.educause.edu/articles/2010/12/the-case-for-nudge-analytic	NOUN
crl-16603	396	26	[	[	X
crl-16603	396	27	accessed	access	VERB
crl-16603	396	28	26	26	NUM
crl-16603	396	29	february	february	NOUN
crl-16603	396	30	2018	2018	NUM
crl-16603	396	31	]	]	PUNCT
crl-16603	396	32	.	.	PUNCT
crl-16603	397	1	91	91	NUM
crl-16603	397	2	.	.	PUNCT
crl-16603	398	1	jeffrey	jeffrey	PROPN
crl-16603	398	2	alan	alan	PROPN
crl-16603	398	3	johnson	johnson	PROPN
crl-16603	398	4	,	,	PUNCT
crl-16603	398	5	“	"	PUNCT
crl-16603	398	6	the	the	DET
crl-16603	398	7	ethics	ethic	NOUN
crl-16603	398	8	of	of	ADP
crl-16603	398	9	big	big	ADJ
crl-16603	398	10	data	datum	NOUN
crl-16603	398	11	in	in	ADP
crl-16603	398	12	higher	high	ADJ
crl-16603	398	13	education	education	NOUN
crl-16603	398	14	,	,	PUNCT
crl-16603	398	15	”	"	PUNCT
crl-16603	398	16	international	international	ADJ
crl-16603	398	17	review	review	NOUN
crl-16603	398	18	of	of	ADP
crl-16603	398	19	information	information	NOUN
crl-16603	398	20	ethics	ethic	NOUN
crl-16603	398	21	,	,	PUNCT
crl-16603	398	22	21	21	NUM
crl-16603	398	23	(	(	PUNCT
crl-16603	398	24	2014	2014	NUM
crl-16603	398	25	)	)	PUNCT
crl-16603	398	26	.	.	PUNCT
crl-16603	399	1	92	92	NUM
crl-16603	399	2	.	.	PUNCT
crl-16603	400	1	elanor	elanor	PROPN
crl-16603	400	2	hall	hall	PROPN
crl-16603	400	3	,	,	PUNCT
crl-16603	400	4	“	"	PUNCT
crl-16603	400	5	university	university	NOUN
crl-16603	400	6	of	of	ADP
crl-16603	400	7	melbourne	melbourne	PROPN
crl-16603	400	8	defends	defend	VERB
crl-16603	400	9	wi	wi	PROPN
crl-16603	400	10	-	-	PUNCT
crl-16603	400	11	fi	fi	NOUN
crl-16603	400	12	tracking	tracking	NOUN
crl-16603	400	13	of	of	ADP
crl-16603	400	14	students	student	NOUN
crl-16603	400	15	as	as	ADP
crl-16603	400	16	planning	plan	VERB
crl-16603	400	17	move	move	NOUN
crl-16603	400	18	amid	amid	ADP
crl-16603	400	19	privacy	privacy	NOUN
crl-16603	400	20	concerns	concern	NOUN
crl-16603	400	21	,	,	PUNCT
crl-16603	400	22	”	"	PUNCT
crl-16603	400	23	abc	abc	PROPN
crl-16603	400	24	news	news	PROPN
crl-16603	400	25	–	–	PUNCT
crl-16603	400	26	australia	australia	PROPN
crl-16603	400	27	(	(	PUNCT
crl-16603	400	28	aug	aug	PROPN
crl-16603	400	29	.	.	PROPN
crl-16603	400	30	11	11	NUM
crl-16603	400	31	,	,	PUNCT
crl-16603	400	32	2016	2016	NUM
crl-16603	400	33	)	)	PUNCT
crl-16603	400	34	,	,	PUNCT
crl-16603	400	35	available	available	ADJ
crl-16603	400	36	online	online	ADV
crl-16603	400	37	at	at	ADP
crl-16603	400	38	www	www	PROPN
crl-16603	400	39	.	.	PUNCT
crl-16603	401	1	abc.net.au/news/2016-08-12/university-of-melbourne-tracking-students-through-wifi/7723468	abc.net.au/news/2016-08-12/university-of-melbourne-tracking-students-through-wifi/7723468	NOUN
crl-16603	401	2	[	[	X
crl-16603	401	3	accessed	access	VERB
crl-16603	401	4	26	26	NUM
crl-16603	401	5	february	february	NOUN
crl-16603	401	6	2018	2018	NUM
crl-16603	401	7	]	]	PUNCT
crl-16603	401	8	.	.	PUNCT
crl-16603	402	1	93	93	NUM
crl-16603	402	2	.	.	PUNCT
crl-16603	403	1	neil	neil	PROPN
crl-16603	403	2	richards	richards	PROPN
crl-16603	403	3	,	,	PUNCT
crl-16603	403	4	intellectual	intellectual	ADJ
crl-16603	403	5	privacy	privacy	NOUN
crl-16603	403	6	(	(	PUNCT
crl-16603	403	7	new	new	PROPN
crl-16603	403	8	york	york	PROPN
crl-16603	403	9	,	,	PUNCT
crl-16603	403	10	n.y	n.y	PROPN
crl-16603	403	11	.	.	PROPN
crl-16603	403	12	:	:	PUNCT
crl-16603	404	1	oxford	oxford	PROPN
crl-16603	404	2	university	university	PROPN
crl-16603	404	3	press	press	NOUN
crl-16603	404	4	,	,	PUNCT
crl-16603	404	5	2015	2015	NUM
crl-16603	404	6	)	)	PUNCT
crl-16603	404	7	;	;	PUNCT
crl-16603	404	8	neil	neil	PROPN
crl-16603	404	9	m.	m.	PROPN
crl-16603	404	10	richards	richards	PROPN
crl-16603	404	11	,	,	PUNCT
crl-16603	404	12	“	"	PUNCT
crl-16603	404	13	intellectual	intellectual	ADJ
crl-16603	404	14	privacy	privacy	NOUN
crl-16603	404	15	,	,	PUNCT
crl-16603	404	16	”	"	PUNCT
crl-16603	404	17	texas	texas	PROPN
crl-16603	404	18	law	law	PROPN
crl-16603	404	19	review	review	VERB
crl-16603	404	20	87	87	NUM
crl-16603	404	21	,	,	PUNCT
crl-16603	404	22	no	no	INTJ
crl-16603	404	23	.	.	NOUN
crl-16603	405	1	2	2	NUM
crl-16603	405	2	.	.	NUM
crl-16603	405	3	94	94	NUM
crl-16603	405	4	.	.	PUNCT
crl-16603	405	5	anna	anna	PROPN
crl-16603	405	6	kruse	kruse	PROPN
crl-16603	405	7	and	and	CCONJ
crl-16603	405	8	rob	rob	PROPN
crl-16603	405	9	pongsajapan	pongsajapan	PROPN
crl-16603	405	10	,	,	PUNCT
crl-16603	405	11	“	"	PUNCT
crl-16603	405	12	student	student	NOUN
crl-16603	405	13	-	-	PUNCT
crl-16603	405	14	centered	center	VERB
crl-16603	405	15	learning	learning	NOUN
crl-16603	405	16	analytics	analytic	NOUN
crl-16603	405	17	,	,	PUNCT
crl-16603	405	18	”	"	PUNCT
crl-16603	405	19	cndls	cndl	NOUN
crl-16603	405	20	thought	think	VERB
crl-16603	405	21	papers	paper	NOUN
crl-16603	405	22	(	(	PUNCT
crl-16603	405	23	2012	2012	NUM
crl-16603	405	24	)	)	PUNCT
crl-16603	405	25	,	,	PUNCT
crl-16603	405	26	available	available	ADJ
crl-16603	405	27	online	online	ADV
crl-16603	405	28	at	at	ADP
crl-16603	405	29	https://cndls.georgetown.edu/m/documents/thoughtpaperkrusepongsajapan.pdf	https://cndls.georgetown.edu/m/documents/thoughtpaperkrusepongsajapan.pdf	NOUN
crl-16603	406	1	[	[	X
crl-16603	406	2	accessed	access	VERB
crl-16603	406	3	26	26	NUM
crl-16603	406	4	february	february	NOUN
crl-16603	406	5	2018	2018	NUM
crl-16603	406	6	]	]	PUNCT
crl-16603	406	7	.	.	PUNCT
crl-16603	407	1	95	95	NUM
crl-16603	407	2	.	.	PUNCT
crl-16603	408	1	d.	d.	PROPN
crl-16603	408	2	knox	knox	PROPN
crl-16603	408	3	,	,	PUNCT
crl-16603	408	4	“	"	PUNCT
crl-16603	408	5	spies	spy	NOUN
crl-16603	408	6	in	in	ADP
crl-16603	408	7	the	the	DET
crl-16603	408	8	house	house	NOUN
crl-16603	408	9	of	of	ADP
crl-16603	408	10	learning	learning	PROPN
crl-16603	408	11	:	:	PUNCT
crl-16603	408	12	a	a	DET
crl-16603	408	13	typology	typology	NOUN
crl-16603	408	14	of	of	ADP
crl-16603	408	15	surveillance	surveillance	NOUN
crl-16603	408	16	in	in	ADP
crl-16603	408	17	online	online	ADJ
crl-16603	408	18	learning	learn	VERB
crl-16603	408	19	environments	environment	NOUN
crl-16603	408	20	”	"	PUNCT
crl-16603	408	21	(	(	PUNCT
crl-16603	408	22	paper	paper	NOUN
crl-16603	408	23	presented	present	VERB
crl-16603	408	24	at	at	ADP
crl-16603	408	25	edge	edge	NOUN
crl-16603	408	26	2010	2010	NUM
crl-16603	408	27	–	–	PUNCT
crl-16603	408	28	e	e	X
crl-16603	408	29	-	-	NOUN
crl-16603	408	30	learning	learning	NOUN
crl-16603	408	31	:	:	PUNCT
crl-16603	408	32	the	the	DET
crl-16603	408	33	horizon	horizon	NOUN
crl-16603	408	34	and	and	CCONJ
crl-16603	408	35	beyond	beyond	ADP
crl-16603	408	36	conference	conference	NOUN
crl-16603	408	37	,	,	PUNCT
crl-16603	408	38	newfoundland	newfoundland	PROPN
crl-16603	408	39	,	,	PUNCT
crl-16603	408	40	canada	canada	PROPN
crl-16603	408	41	,	,	PUNCT
crl-16603	408	42	2010	2010	NUM
crl-16603	408	43	)	)	PUNCT
crl-16603	408	44	.	.	PUNCT
crl-16603	409	1	96	96	NUM
crl-16603	409	2	.	.	PUNCT
crl-16603	410	1	neil	neil	PROPN
crl-16603	410	2	selwyn	selwyn	PROPN
crl-16603	410	3	,	,	PUNCT
crl-16603	410	4	“	"	PUNCT
crl-16603	410	5	data	data	NOUN
crl-16603	410	6	entry	entry	NOUN
crl-16603	410	7	:	:	PUNCT
crl-16603	410	8	towards	towards	ADP
crl-16603	410	9	the	the	DET
crl-16603	410	10	critical	critical	ADJ
crl-16603	410	11	study	study	NOUN
crl-16603	410	12	of	of	ADP
crl-16603	410	13	digital	digital	ADJ
crl-16603	410	14	data	datum	NOUN
crl-16603	410	15	and	and	CCONJ
crl-16603	410	16	education	education	NOUN
crl-16603	410	17	,	,	PUNCT
crl-16603	410	18	”	"	PUNCT
crl-16603	410	19	learning	learning	NOUN
crl-16603	410	20	,	,	PUNCT
crl-16603	410	21	media	medium	NOUN
crl-16603	410	22	and	and	CCONJ
crl-16603	410	23	technology	technology	NOUN
crl-16603	410	24	40	40	NUM
crl-16603	410	25	,	,	PUNCT
crl-16603	410	26	no	no	INTJ
crl-16603	410	27	.	.	NOUN
crl-16603	410	28	1	1	NUM
crl-16603	410	29	,	,	PUNCT
crl-16603	410	30	doi:10.1080/17439884.2014.921628	doi:10.1080/17439884.2014.921628	PROPN
crl-16603	410	31	.	.	PUNCT
crl-16603	411	1	97	97	NUM
crl-16603	411	2	.	.	PUNCT
crl-16603	412	1	paul	paul	PROPN
crl-16603	412	2	hirschfield	hirschfield	PROPN
crl-16603	412	3	,	,	PUNCT
crl-16603	412	4	“	"	PUNCT
crl-16603	412	5	school	school	NOUN
crl-16603	412	6	surveillance	surveillance	NOUN
crl-16603	412	7	in	in	ADP
crl-16603	412	8	america	america	PROPN
crl-16603	412	9	:	:	PUNCT
crl-16603	412	10	disparate	disparate	ADJ
crl-16603	412	11	and	and	CCONJ
crl-16603	412	12	unequal	unequal	ADJ
crl-16603	412	13	,	,	PUNCT
crl-16603	412	14	”	"	PUNCT
crl-16603	412	15	in	in	ADP
crl-16603	412	16	schools	school	NOUN
crl-16603	412	17	under	under	ADP
crl-16603	412	18	surveillance	surveillance	NOUN
crl-16603	412	19	:	:	PUNCT
crl-16603	412	20	cultures	culture	NOUN
crl-16603	412	21	of	of	ADP
crl-16603	412	22	control	control	NOUN
crl-16603	412	23	in	in	ADP
crl-16603	412	24	public	public	ADJ
crl-16603	412	25	education	education	NOUN
crl-16603	412	26	,	,	PUNCT
crl-16603	412	27	eds	eds	PROPN
crl-16603	412	28	.	.	PUNCT
crl-16603	413	1	torin	torin	PROPN
crl-16603	413	2	monahan	monahan	PROPN
crl-16603	413	3	and	and	CCONJ
crl-16603	413	4	rodolfo	rodolfo	PROPN
crl-16603	413	5	d	d	PROPN
crl-16603	413	6	,	,	PUNCT
crl-16603	413	7	torres	torre	NOUN
crl-16603	413	8	(	(	PUNCT
crl-16603	413	9	piscataway	piscataway	PROPN
crl-16603	413	10	,	,	PUNCT
crl-16603	413	11	n.j	n.j	PROPN
crl-16603	413	12	.	.	PROPN
crl-16603	413	13	:	:	PUNCT
crl-16603	414	1	rutgers	rutgers	PROPN
crl-16603	414	2	university	university	PROPN
crl-16603	414	3	press	press	NOUN
crl-16603	414	4	,	,	PUNCT
crl-16603	414	5	2009	2009	NUM
crl-16603	414	6	)	)	PUNCT
crl-16603	414	7	.	.	PUNCT
crl-16603	415	1	98	98	NUM
crl-16603	415	2	.	.	PUNCT
crl-16603	416	1	daniel	daniel	PROPN
crl-16603	416	2	j.	j.	PROPN
crl-16603	416	3	solove	solove	PROPN
crl-16603	416	4	,	,	PUNCT
crl-16603	416	5	“	"	PUNCT
crl-16603	416	6	‘	'	PUNCT
crl-16603	416	7	i	i	PRON
crl-16603	416	8	’ve	’ve	AUX
crl-16603	416	9	got	get	VERB
crl-16603	416	10	nothing	nothing	PRON
crl-16603	416	11	to	to	PART
crl-16603	416	12	hide	hide	VERB
crl-16603	416	13	’	'	PUNCT
crl-16603	416	14	and	and	CCONJ
crl-16603	416	15	other	other	ADJ
crl-16603	416	16	misunderstandings	misunderstanding	NOUN
crl-16603	416	17	of	of	ADP
crl-16603	416	18	privacy	privacy	NOUN
crl-16603	416	19	,	,	PUNCT
crl-16603	416	20	”	"	PUNCT
crl-16603	416	21	san	san	PROPN
crl-16603	416	22	diego	diego	PROPN
crl-16603	416	23	law	law	PROPN
crl-16603	416	24	review	review	VERB
crl-16603	416	25	44	44	NUM
crl-16603	416	26	(	(	PUNCT
crl-16603	416	27	2007	2007	NUM
crl-16603	416	28	)	)	PUNCT
crl-16603	416	29	.	.	PUNCT
crl-16603	417	1	99	99	NUM
crl-16603	417	2	.	.	PUNCT
crl-16603	418	1	american	american	PROPN
crl-16603	418	2	library	library	PROPN
crl-16603	418	3	association	association	PROPN
crl-16603	418	4	,	,	PUNCT
crl-16603	418	5	“	"	PUNCT
crl-16603	418	6	library	library	NOUN
crl-16603	418	7	privacy	privacy	NOUN
crl-16603	418	8	guidelines	guideline	NOUN
crl-16603	418	9	for	for	ADP
crl-16603	418	10	e	e	NOUN
crl-16603	418	11	-	-	NOUN
crl-16603	418	12	book	book	NOUN
crl-16603	418	13	lending	lending	NOUN
crl-16603	418	14	and	and	CCONJ
crl-16603	418	15	digital	digital	ADJ
crl-16603	418	16	content	content	NOUN
crl-16603	418	17	vendors	vendor	NOUN
crl-16603	418	18	”	"	PUNCT
crl-16603	418	19	(	(	PUNCT
crl-16603	418	20	2015	2015	NUM
crl-16603	418	21	):	):	PUNCT
crl-16603	418	22	para	para	NOUN
crl-16603	418	23	.	.	PUNCT
crl-16603	419	1	2	2	NUM
crl-16603	419	2	,	,	PUNCT
crl-16603	419	3	available	available	ADJ
crl-16603	419	4	online	online	ADV
crl-16603	419	5	at	at	ADP
crl-16603	419	6	http://www.ala.org/advocacy/privacy/	http://www.ala.org/advocacy/privacy/	PROPN
crl-16603	419	7	guidelines	guideline	NOUN
crl-16603	419	8	/	/	SYM
crl-16603	419	9	ebook	ebook	NOUN
crl-16603	419	10	-	-	PUNCT
crl-16603	419	11	digital	digital	ADJ
crl-16603	419	12	-	-	PUNCT
crl-16603	419	13	content	content	NOUN
crl-16603	419	14	[	[	X
crl-16603	419	15	accessed	access	VERB
crl-16603	419	16	26	26	NUM
crl-16603	419	17	february	february	NOUN
crl-16603	419	18	2018	2018	NUM
crl-16603	419	19	]	]	PUNCT
crl-16603	419	20	.	.	PUNCT
crl-16603	420	1	100	100	NUM
crl-16603	420	2	.	.	PUNCT
crl-16603	421	1	alan	alan	PROPN
crl-16603	421	2	rubel	rubel	PROPN
crl-16603	421	3	,	,	PUNCT
crl-16603	421	4	“	"	PUNCT
crl-16603	421	5	libraries	library	NOUN
crl-16603	421	6	,	,	PUNCT
crl-16603	421	7	electronic	electronic	ADJ
crl-16603	421	8	resources	resource	NOUN
crl-16603	421	9	,	,	PUNCT
crl-16603	421	10	and	and	CCONJ
crl-16603	421	11	privacy	privacy	NOUN
crl-16603	421	12	:	:	PUNCT
crl-16603	421	13	the	the	DET
crl-16603	421	14	case	case	NOUN
crl-16603	421	15	for	for	ADP
crl-16603	421	16	positive	positive	ADJ
crl-16603	421	17	intellectual	intellectual	ADJ
crl-16603	421	18	freedom	freedom	NOUN
crl-16603	421	19	,	,	PUNCT
crl-16603	421	20	”	"	PUNCT
crl-16603	421	21	library	library	NOUN
crl-16603	421	22	quarterly	quarterly	ADV
crl-16603	421	23	84	84	NUM
crl-16603	421	24	,	,	PUNCT
crl-16603	421	25	no	no	INTJ
crl-16603	421	26	.	.	NOUN
crl-16603	421	27	2	2	NUM
crl-16603	421	28	:	:	SYM
crl-16603	421	29	184	184	NUM
crl-16603	421	30	,	,	PUNCT
crl-16603	421	31	available	available	ADJ
crl-16603	421	32	online	online	ADV
crl-16603	421	33	at	at	ADP
crl-16603	421	34	www.jstor.org/stahttp://www.i-r-i-e.net/inhalt/021/irie-021-maccarthy.pdf	www.jstor.org/stahttp://www.i-r-i-e.net/inhalt/021/irie-021-maccarthy.pdf	ADJ
crl-16603	421	35	http://www.i-r-i-e.net/inhalt/021/irie-021-maccarthy.pdf	http://www.i-r-i-e.net/inhalt/021/irie-021-maccarthy.pdf	PROPN
crl-16603	421	36	https://doi.org/10.1111/bjet.12152	https://doi.org/10.1111/bjet.12152	NOUN
crl-16603	421	37	https://go-to-hellman.blogspot.com/2014/08/libraries-are-giving-away-user-privacy.html	https://go-to-hellman.blogspot.com/2014/08/libraries-are-giving-away-user-privacy.html	PROPN
crl-16603	421	38	https://go-to-hellman.blogspot.com/2014/08/libraries-are-giving-away-user-privacy.html	https://go-to-hellman.blogspot.com/2014/08/libraries-are-giving-away-user-privacy.html	PROPN
crl-16603	421	39	http://asilomar-highered.info	http://asilomar-highered.info	PROPN
crl-16603	421	40	https://sites.stanford.edu/asilomar/	https://sites.stanford.edu/asilomar/	VERB
crl-16603	421	41	https://sites.stanford.edu/asilomar/	https://sites.stanford.edu/asilomar/	NOUN
crl-16603	421	42	http://www.ala.org/advocacy/sites/ala.org.advocacy/files/content/proethics/codeofethics/code%20of%20ethics%20of%20the%20american%20library%20association.pdf	http://www.ala.org/advocacy/sites/ala.org.advocacy/files/content/proethics/codeofethics/code%20of%20ethics%20of%20the%20american%20library%20association.pdf	PROPN
crl-16603	421	43	http://www.ala.org/advocacy/sites/ala.org.advocacy/files/content/proethics/codeofethics/code%20of%20ethics%20of%20the%20american%20library%20association.pdf	http://www.ala.org/advocacy/sites/ala.org.advocacy/files/content/proethics/codeofethics/code%20of%20ethics%20of%20the%20american%20library%20association.pdf	PROPN
crl-16603	421	44	http://www.ala.org/advocacy/sites/ala.org.advocacy/files/content/proethics/codeofethics/code%20of%20ethics%20of%20the%20american%20library%20association.pdf	http://www.ala.org/advocacy/sites/ala.org.advocacy/files/content/proethics/codeofethics/code%20of%20ethics%20of%20the%20american%20library%20association.pdf	PROPN
crl-16603	421	45	http://www.ifla.org/files/assets/faife/publications/sturges/information-ethics.pdf	http://www.ifla.org/files/assets/faife/publications/sturges/information-ethics.pdf	PROPN
crl-16603	421	46	http://www.ifla.org/files/assets/faife/publications/sturges/information-ethics.pdf	http://www.ifla.org/files/assets/faife/publications/sturges/information-ethics.pdf	PROPN
crl-16603	421	47	http://www.ala.org/advocacy/intfreedom/censorship/faq	http://www.ala.org/advocacy/intfreedom/censorship/faq	NOUN
crl-16603	421	48	https://doi.org/10.1086/506576	https://doi.org/10.1086/506576	NUM
crl-16603	421	49	http://www.doug-johnson.com/dougwri/the-neglected-side-of-intellectual-freedom.html	http://www.doug-johnson.com/dougwri/the-neglected-side-of-intellectual-freedom.html	PROPN
crl-16603	421	50	http://www.doug-johnson.com/dougwri/the-neglected-side-of-intellectual-freedom.html	http://www.doug-johnson.com/dougwri/the-neglected-side-of-intellectual-freedom.html	PROPN
crl-16603	421	51	http://er.educause.edu/articles/2010/12/the-case-for-nudge-analytics	http://er.educause.edu/articles/2010/12/the-case-for-nudge-analytic	NOUN
crl-16603	421	52	http://www.abc.net.au/news/2016-08-12/university-of-melbourne-tracking-students-through-wifi/7723468	http://www.abc.net.au/news/2016-08-12/university-of-melbourne-tracking-students-through-wifi/7723468	NOUN
crl-16603	421	53	http://www.abc.net.au/news/2016-08-12/university-of-melbourne-tracking-students-through-wifi/7723468	http://www.abc.net.au/news/2016-08-12/university-of-melbourne-tracking-students-through-wifi/7723468	NOUN
crl-16603	421	54	https://cndls.georgetown.edu/m/documents/thoughtpaper-krusepongsajapan.pdf	https://cndls.georgetown.edu/m/documents/thoughtpaper-krusepongsajapan.pdf	PROPN
crl-16603	421	55	https://cndls.georgetown.edu/m/documents/thoughtpaper-krusepongsajapan.pdf	https://cndls.georgetown.edu/m/documents/thoughtpaper-krusepongsajapan.pdf	PROPN
crl-16603	421	56	https://doi.org/10.1080/17439884.2014.921628	https://doi.org/10.1080/17439884.2014.921628	PROPN
crl-16603	421	57	http://www.ala.org/advocacy/privacy/guidelines/ebook-digital-content	http://www.ala.org/advocacy/privacy/guidelines/ebook-digital-content	NUM
crl-16603	421	58	http://www.ala.org/advocacy/privacy/guidelines/ebook-digital-content	http://www.ala.org/advocacy/privacy/guidelines/ebook-digital-content	NOUN
crl-16603	421	59	http://www.jstor.org/stable/10.1086/675331	http://www.jstor.org/stable/10.1086/675331	NOUN
crl-16603	421	60	learning	learn	VERB
crl-16603	421	61	analytics	analytic	NOUN
crl-16603	421	62	and	and	CCONJ
crl-16603	421	63	the	the	DET
crl-16603	421	64	academic	academic	ADJ
crl-16603	421	65	library	library	NOUN
crl-16603	421	66	323	323	NUM
crl-16603	421	67	ble/10.1086/675331	ble/10.1086/675331	NOUN
crl-16603	421	68	[	[	PUNCT
crl-16603	421	69	accessed	access	VERB
crl-16603	421	70	26	26	NUM
crl-16603	421	71	february	february	NOUN
crl-16603	421	72	2018	2018	NUM
crl-16603	421	73	]	]	PUNCT
crl-16603	421	74	.	.	PUNCT
crl-16603	422	1	101	101	NUM
crl-16603	422	2	.	.	PUNCT
crl-16603	423	1	joshua	joshua	PROPN
crl-16603	423	2	gans	gans	PROPN
crl-16603	423	3	,	,	PUNCT
crl-16603	423	4	“	"	PUNCT
crl-16603	423	5	harvard	harvard	PROPN
crl-16603	423	6	business	business	PROPN
crl-16603	423	7	school	school	NOUN
crl-16603	423	8	publishing	publishing	NOUN
crl-16603	423	9	crosses	cross	VERB
crl-16603	423	10	the	the	DET
crl-16603	423	11	‘	'	PUNCT
crl-16603	423	12	evil	evil	ADJ
crl-16603	423	13	’	'	PUNCT
crl-16603	423	14	academic	academic	ADJ
crl-16603	423	15	line	line	NOUN
crl-16603	423	16	,	,	PUNCT
crl-16603	423	17	”	"	PUNCT
crl-16603	423	18	digitopoly	digitopoly	NOUN
crl-16603	423	19	(	(	PUNCT
crl-16603	423	20	oct	oct	PROPN
crl-16603	423	21	.	.	PROPN
crl-16603	423	22	6	6	NUM
crl-16603	423	23	,	,	PUNCT
crl-16603	423	24	2013	2013	NUM
crl-16603	423	25	)	)	PUNCT
crl-16603	423	26	,	,	PUNCT
crl-16603	423	27	available	available	ADJ
crl-16603	423	28	online	online	ADV
crl-16603	423	29	at	at	ADP
crl-16603	423	30	www.digitopoly.org/2013/10/06/harvard-businessschool-publishing-crosses-the-evil-academic-line/	www.digitopoly.org/2013/10/06/harvard-businessschool-publishing-crosses-the-evil-academic-line/	NOUN
crl-16603	423	31	[	[	X
crl-16603	423	32	accessed	access	VERB
crl-16603	423	33	26	26	NUM
crl-16603	423	34	february	february	NOUN
crl-16603	423	35	2018	2018	NUM
crl-16603	423	36	]	]	PUNCT
crl-16603	423	37	;	;	PUNCT
crl-16603	423	38	reference	reference	NOUN
crl-16603	423	39	and	and	CCONJ
crl-16603	423	40	user	user	NOUN
crl-16603	423	41	services	services	PROPN
crl-16603	423	42	association	association	PROPN
crl-16603	423	43	,	,	PUNCT
crl-16603	423	44	“	"	PUNCT
crl-16603	423	45	rusa	rusa	ADJ
crl-16603	423	46	/	/	SYM
crl-16603	423	47	brass	brass	NOUN
crl-16603	423	48	statement	statement	NOUN
crl-16603	423	49	on	on	ADP
crl-16603	423	50	harvard	harvard	PROPN
crl-16603	423	51	business	business	PROPN
crl-16603	423	52	review	review	NOUN
crl-16603	423	53	pricing	pricing	NOUN
crl-16603	423	54	and	and	CCONJ
crl-16603	423	55	access	access	NOUN
crl-16603	423	56	”	"	PUNCT
crl-16603	423	57	(	(	PUNCT
crl-16603	423	58	2013	2013	NUM
crl-16603	423	59	)	)	PUNCT
crl-16603	423	60	,	,	PUNCT
crl-16603	423	61	available	available	ADJ
crl-16603	423	62	online	online	ADV
crl-16603	423	63	at	at	ADP
crl-16603	423	64	www.ala.org/rusa/sections/brass/publications/statement_hbr	www.ala.org/rusa/sections/brass/publications/statement_hbr	PROPN
crl-16603	424	1	[	[	PUNCT
crl-16603	424	2	accessed	access	VERB
crl-16603	424	3	26	26	NUM
crl-16603	424	4	february	february	NOUN
crl-16603	424	5	2018	2018	NUM
crl-16603	424	6	]	]	PUNCT
crl-16603	424	7	.	.	PUNCT
crl-16603	425	1	102	102	NUM
crl-16603	425	2	.	.	PUNCT
crl-16603	426	1	april	april	PROPN
crl-16603	426	2	d.	d.	PROPN
crl-16603	426	3	lambert	lambert	PROPN
crl-16603	426	4	,	,	PUNCT
crl-16603	426	5	michelle	michelle	PROPN
crl-16603	426	6	parker	parker	PROPN
crl-16603	426	7	,	,	PUNCT
crl-16603	426	8	and	and	CCONJ
crl-16603	426	9	masooda	masooda	NOUN
crl-16603	426	10	bashir	bashir	PROPN
crl-16603	426	11	,	,	PUNCT
crl-16603	426	12	“	"	PUNCT
crl-16603	426	13	library	library	NOUN
crl-16603	426	14	patron	patron	NOUN
crl-16603	426	15	privacy	privacy	NOUN
crl-16603	426	16	in	in	ADP
crl-16603	426	17	jeopardy	jeopardy	NOUN
crl-16603	426	18	:	:	PUNCT
crl-16603	426	19	an	an	DET
crl-16603	426	20	analysis	analysis	NOUN
crl-16603	426	21	of	of	ADP
crl-16603	426	22	the	the	DET
crl-16603	426	23	privacy	privacy	NOUN
crl-16603	426	24	policies	policy	NOUN
crl-16603	426	25	of	of	ADP
crl-16603	426	26	digital	digital	ADJ
crl-16603	426	27	content	content	NOUN
crl-16603	426	28	vendors	vendor	NOUN
crl-16603	426	29	”	"	PUNCT
crl-16603	426	30	(	(	PUNCT
crl-16603	426	31	paper	paper	NOUN
crl-16603	426	32	presented	present	VERB
crl-16603	426	33	at	at	ADP
crl-16603	426	34	the	the	DET
crl-16603	426	35	annual	annual	ADJ
crl-16603	426	36	meeting	meeting	NOUN
crl-16603	426	37	of	of	ADP
crl-16603	426	38	the	the	DET
crl-16603	426	39	association	association	NOUN
crl-16603	426	40	for	for	ADP
crl-16603	426	41	information	information	NOUN
crl-16603	426	42	science	science	NOUN
crl-16603	426	43	and	and	CCONJ
crl-16603	426	44	technology	technology	NOUN
crl-16603	426	45	,	,	PUNCT
crl-16603	426	46	2015	2015	NUM
crl-16603	426	47	)	)	PUNCT
crl-16603	426	48	.	.	PUNCT
crl-16603	427	1	103	103	NUM
crl-16603	427	2	.	.	PUNCT
crl-16603	428	1	rubel	rubel	PROPN
crl-16603	428	2	and	and	CCONJ
crl-16603	428	3	zhang	zhang	PROPN
crl-16603	428	4	,	,	PUNCT
crl-16603	428	5	“	"	PUNCT
crl-16603	428	6	four	four	NUM
crl-16603	428	7	facets	facet	NOUN
crl-16603	428	8	of	of	ADP
crl-16603	428	9	privacy	privacy	NOUN
crl-16603	428	10	.	.	PUNCT
crl-16603	428	11	”	"	PUNCT
crl-16603	429	1	104	104	NUM
crl-16603	429	2	.	.	PUNCT
crl-16603	430	1	michael	michael	PROPN
crl-16603	430	2	zimmer	zimmer	PROPN
crl-16603	430	3	,	,	PUNCT
crl-16603	430	4	“	"	PUNCT
crl-16603	430	5	patron	patron	NOUN
crl-16603	430	6	privacy	privacy	NOUN
crl-16603	430	7	in	in	ADP
crl-16603	430	8	the	the	DET
crl-16603	430	9	‘	'	PUNCT
crl-16603	430	10	2.0	2.0	NUM
crl-16603	430	11	’	'	PUNCT
crl-16603	430	12	era	era	NOUN
crl-16603	430	13	:	:	PUNCT
crl-16603	430	14	avoiding	avoid	VERB
crl-16603	430	15	the	the	DET
crl-16603	430	16	faustian	faustian	ADJ
crl-16603	430	17	bargain	bargain	NOUN
crl-16603	430	18	of	of	ADP
crl-16603	430	19	library	library	NOUN
crl-16603	430	20	2.0	2.0	NUM
crl-16603	430	21	,	,	PUNCT
crl-16603	430	22	”	"	PUNCT
crl-16603	430	23	journal	journal	NOUN
crl-16603	430	24	of	of	ADP
crl-16603	430	25	information	information	NOUN
crl-16603	430	26	ethics	ethic	NOUN
crl-16603	430	27	22	22	NUM
crl-16603	430	28	,	,	PUNCT
crl-16603	430	29	no	no	INTJ
crl-16603	430	30	.	.	NOUN
crl-16603	430	31	1	1	NUM
crl-16603	430	32	,	,	PUNCT
crl-16603	430	33	doi:10.3172	doi:10.3172	NOUN
crl-16603	430	34	/	/	SYM
crl-16603	430	35	jie.22.1.44	jie.22.1.44	PROPN
crl-16603	430	36	.	.	NOUN
crl-16603	430	37	105	105	NUM
crl-16603	430	38	.	.	PUNCT
crl-16603	431	1	david	david	PROPN
crl-16603	431	2	w.	w.	PROPN
crl-16603	431	3	leebron	leebron	PROPN
crl-16603	431	4	,	,	PUNCT
crl-16603	431	5	“	"	PUNCT
crl-16603	431	6	a	a	DET
crl-16603	431	7	look	look	NOUN
crl-16603	431	8	at	at	ADP
crl-16603	431	9	the	the	DET
crl-16603	431	10	competitiveness	competitiveness	NOUN
crl-16603	431	11	of	of	ADP
crl-16603	431	12	higher	high	ADJ
crl-16603	431	13	education	education	NOUN
crl-16603	431	14	,	,	PUNCT
crl-16603	431	15	”	"	PUNCT
crl-16603	431	16	the	the	DET
crl-16603	431	17	hill	hill	NOUN
crl-16603	431	18	(	(	PUNCT
crl-16603	431	19	june	june	PROPN
crl-16603	431	20	20	20	NUM
crl-16603	431	21	,	,	PUNCT
crl-16603	431	22	2014	2014	NUM
crl-16603	431	23	)	)	PUNCT
crl-16603	431	24	,	,	PUNCT
crl-16603	431	25	available	available	ADJ
crl-16603	431	26	online	online	ADV
crl-16603	431	27	at	at	ADP
crl-16603	431	28	http://thehill.com/blogs/pundits-blog/209980-a-look-at-thecompetitiveness-of-higher-education	http://thehill.com/blogs/pundits-blog/209980-a-look-at-thecompetitiveness-of-higher-education	NOUN
crl-16603	431	29	[	[	X
crl-16603	431	30	accessed	access	VERB
crl-16603	431	31	26	26	NUM
crl-16603	431	32	february	february	NOUN
crl-16603	431	33	2018	2018	NUM
crl-16603	431	34	]	]	PUNCT
crl-16603	431	35	.	.	PUNCT
crl-16603	432	1	106	106	NUM
crl-16603	432	2	.	.	PUNCT
crl-16603	433	1	human	human	ADJ
crl-16603	433	2	values	value	NOUN
crl-16603	433	3	and	and	CCONJ
crl-16603	433	4	the	the	DET
crl-16603	433	5	design	design	NOUN
crl-16603	433	6	of	of	ADP
crl-16603	433	7	computer	computer	NOUN
crl-16603	433	8	technology	technology	NOUN
crl-16603	433	9	,	,	PUNCT
crl-16603	433	10	ed	ed	NOUN
crl-16603	433	11	.	.	PUNCT
crl-16603	434	1	batya	batya	ADJ
crl-16603	434	2	friedman	friedman	PROPN
crl-16603	434	3	(	(	PUNCT
crl-16603	434	4	chicago	chicago	PROPN
crl-16603	434	5	,	,	PUNCT
crl-16603	434	6	ill	ill	PROPN
crl-16603	434	7	.	.	PUNCT
crl-16603	434	8	:	:	PUNCT
crl-16603	435	1	university	university	NOUN
crl-16603	435	2	of	of	ADP
crl-16603	435	3	chicago	chicago	PROPN
crl-16603	435	4	press	press	NOUN
crl-16603	435	5	,	,	PUNCT
crl-16603	435	6	1997	1997	NUM
crl-16603	435	7	)	)	PUNCT
crl-16603	435	8	;	;	PUNCT
crl-16603	435	9	langdon	langdon	PROPN
crl-16603	435	10	winner	winner	NOUN
crl-16603	435	11	,	,	PUNCT
crl-16603	435	12	“	"	PUNCT
crl-16603	435	13	do	do	AUX
crl-16603	435	14	artifacts	artifact	NOUN
crl-16603	435	15	have	have	VERB
crl-16603	435	16	politics	politic	NOUN
crl-16603	435	17	?	?	PUNCT
crl-16603	435	18	”	"	PUNCT
crl-16603	436	1	daedalus	daedalus	PROPN
crl-16603	436	2	109	109	NUM
crl-16603	436	3	,	,	PUNCT
crl-16603	436	4	no	no	INTJ
crl-16603	436	5	.	.	NOUN
crl-16603	436	6	1	1	NUM
crl-16603	436	7	,	,	PUNCT
crl-16603	436	8	available	available	ADJ
crl-16603	436	9	online	online	ADV
crl-16603	436	10	at	at	ADP
crl-16603	436	11	www.jstor.org/stable/20024652	www.jstor.org/stable/20024652	VERB
crl-16603	436	12	[	[	PUNCT
crl-16603	436	13	accessed	access	VERB
crl-16603	436	14	26	26	NUM
crl-16603	436	15	february	february	NOUN
crl-16603	436	16	2018	2018	NUM
crl-16603	436	17	]	]	PUNCT
crl-16603	436	18	.	.	PUNCT
crl-16603	437	1	107	107	NUM
crl-16603	437	2	.	.	PUNCT
crl-16603	438	1	national	national	ADJ
crl-16603	438	2	information	information	PROPN
crl-16603	438	3	standards	standard	NOUN
crl-16603	438	4	organization	organization	NOUN
crl-16603	438	5	,	,	PUNCT
crl-16603	438	6	“	"	PUNCT
crl-16603	438	7	niso	niso	NOUN
crl-16603	438	8	consensus	consensus	NOUN
crl-16603	438	9	principles	principle	NOUN
crl-16603	438	10	on	on	ADP
crl-16603	438	11	user	user	NOUN
crl-16603	438	12	’s	’s	PART
crl-16603	438	13	digital	digital	PROPN
crl-16603	438	14	privacy	privacy	NOUN
crl-16603	438	15	in	in	ADP
crl-16603	438	16	library	library	PROPN
crl-16603	438	17	,	,	PUNCT
crl-16603	438	18	publisher	publisher	NOUN
crl-16603	438	19	,	,	PUNCT
crl-16603	438	20	and	and	CCONJ
crl-16603	438	21	software	software	NOUN
crl-16603	438	22	-	-	PUNCT
crl-16603	438	23	provider	provider	NOUN
crl-16603	438	24	systems	system	NOUN
crl-16603	438	25	”	"	PUNCT
crl-16603	438	26	(	(	PUNCT
crl-16603	438	27	2015	2015	NUM
crl-16603	438	28	)	)	PUNCT
crl-16603	438	29	,	,	PUNCT
crl-16603	438	30	available	available	ADJ
crl-16603	438	31	online	online	ADV
crl-16603	438	32	at	at	ADP
crl-16603	438	33	https://groups.niso.org/apps/group_public/download.php/16064/niso%20privacy%20principles.pdf	https://groups.niso.org/apps/group_public/download.php/16064/niso%20privacy%20principles.pdf	PROPN
crl-16603	438	34	[	[	X
crl-16603	438	35	accessed	access	VERB
crl-16603	438	36	26	26	NUM
crl-16603	438	37	february	february	NOUN
crl-16603	438	38	2018	2018	NUM
crl-16603	438	39	]	]	PUNCT
crl-16603	438	40	;	;	PUNCT
crl-16603	438	41	andrew	andrew	PROPN
crl-16603	438	42	asher	asher	PROPN
crl-16603	438	43	and	and	CCONJ
crl-16603	438	44	lisa	lisa	PROPN
crl-16603	438	45	hinchliffe	hinchliffe	PROPN
crl-16603	438	46	,	,	PUNCT
crl-16603	438	47	“	"	PUNCT
crl-16603	438	48	all	all	DET
crl-16603	438	49	the	the	DET
crl-16603	438	50	data	datum	NOUN
crl-16603	438	51	:	:	PUNCT
crl-16603	438	52	privacy	privacy	NOUN
crl-16603	438	53	,	,	PUNCT
crl-16603	438	54	service	service	NOUN
crl-16603	438	55	quality	quality	NOUN
crl-16603	438	56	,	,	PUNCT
crl-16603	438	57	and	and	CCONJ
crl-16603	438	58	analytics	analytic	NOUN
crl-16603	438	59	”	"	PUNCT
crl-16603	438	60	(	(	PUNCT
crl-16603	438	61	paper	paper	NOUN
crl-16603	438	62	presented	present	VERB
crl-16603	438	63	at	at	ADP
crl-16603	438	64	the	the	DET
crl-16603	438	65	annual	annual	ADJ
crl-16603	438	66	meeting	meeting	NOUN
crl-16603	438	67	of	of	ADP
crl-16603	438	68	the	the	DET
crl-16603	438	69	american	american	PROPN
crl-16603	438	70	library	library	PROPN
crl-16603	438	71	association	association	PROPN
crl-16603	438	72	,	,	PUNCT
crl-16603	438	73	san	san	PROPN
crl-16603	438	74	francisco	francisco	PROPN
crl-16603	438	75	,	,	PUNCT
crl-16603	438	76	calif	calif	PROPN
crl-16603	438	77	.	.	PROPN
crl-16603	438	78	,	,	PUNCT
crl-16603	438	79	2015	2015	NUM
crl-16603	438	80	)	)	PUNCT
crl-16603	438	81	,	,	PUNCT
crl-16603	438	82	available	available	ADJ
crl-16603	438	83	online	online	ADV
crl-16603	438	84	at	at	ADP
crl-16603	438	85	http://alaac15.ala.org/m/node/28724	http://alaac15.ala.org/m/node/28724	PROPN
crl-16603	438	86	[	[	PUNCT
crl-16603	438	87	accessed	access	VERB
crl-16603	438	88	7	7	NUM
crl-16603	438	89	march	march	NOUN
crl-16603	438	90	2018	2018	NUM
crl-16603	438	91	]	]	PUNCT
crl-16603	438	92	.	.	PUNCT
crl-16603	439	1	108	108	NUM
crl-16603	439	2	.	.	PUNCT
crl-16603	439	3	mcmenemy	mcmenemy	PROPN
crl-16603	439	4	,	,	PUNCT
crl-16603	439	5	“	"	PUNCT
crl-16603	439	6	rights	right	NOUN
crl-16603	439	7	to	to	ADP
crl-16603	439	8	privacy	privacy	NOUN
crl-16603	439	9	.	.	PUNCT
crl-16603	439	10	”	"	PUNCT
crl-16603	440	1	109	109	NUM
crl-16603	440	2	.	.	PUNCT
crl-16603	441	1	michael	michael	PROPN
crl-16603	441	2	khoo	khoo	PROPN
crl-16603	441	3	,	,	PUNCT
crl-16603	441	4	lily	lily	NOUN
crl-16603	441	5	rozaklis	rozakli	NOUN
crl-16603	441	6	,	,	PUNCT
crl-16603	441	7	and	and	CCONJ
crl-16603	441	8	catherine	catherine	PROPN
crl-16603	441	9	hall	hall	PROPN
crl-16603	441	10	,	,	PUNCT
crl-16603	441	11	“	"	PUNCT
crl-16603	441	12	a	a	DET
crl-16603	441	13	survey	survey	NOUN
crl-16603	441	14	of	of	ADP
crl-16603	441	15	the	the	DET
crl-16603	441	16	use	use	NOUN
crl-16603	441	17	of	of	ADP
crl-16603	441	18	ethnographic	ethnographic	ADJ
crl-16603	441	19	methods	method	NOUN
crl-16603	441	20	in	in	ADP
crl-16603	441	21	the	the	DET
crl-16603	441	22	study	study	NOUN
crl-16603	441	23	of	of	ADP
crl-16603	441	24	libraries	library	NOUN
crl-16603	441	25	and	and	CCONJ
crl-16603	441	26	library	library	NOUN
crl-16603	441	27	users	user	NOUN
crl-16603	441	28	,	,	PUNCT
crl-16603	441	29	”	"	PUNCT
crl-16603	441	30	library	library	NOUN
crl-16603	441	31	&	&	CCONJ
crl-16603	441	32	information	information	PROPN
crl-16603	441	33	science	science	PROPN
crl-16603	441	34	research	research	PROPN
crl-16603	441	35	34	34	NUM
crl-16603	441	36	,	,	PUNCT
crl-16603	441	37	no	no	INTJ
crl-16603	441	38	.	.	NOUN
crl-16603	441	39	2	2	NUM
crl-16603	441	40	,	,	PUNCT
crl-16603	441	41	doi:10.1016	doi:10.1016	PROPN
crl-16603	441	42	/	/	SYM
crl-16603	441	43	j.lisr.2011.07.010	j.lisr.2011.07.010	PROPN
crl-16603	441	44	.	.	PUNCT
crl-16603	442	1	110	110	NUM
crl-16603	442	2	.	.	PUNCT
crl-16603	443	1	douglas	douglas	PROPN
crl-16603	443	2	blair	blair	PROPN
crl-16603	443	3	et	et	PROPN
crl-16603	443	4	al	al	PROPN
crl-16603	443	5	.	.	PROPN
crl-16603	443	6	,	,	PUNCT
crl-16603	443	7	“	"	PUNCT
crl-16603	443	8	the	the	DET
crl-16603	443	9	compelling	compelling	ADJ
crl-16603	443	10	case	case	NOUN
crl-16603	443	11	for	for	ADP
crl-16603	443	12	data	data	NOUN
crl-16603	443	13	governance	governance	NOUN
crl-16603	443	14	”	"	PUNCT
crl-16603	443	15	(	(	PUNCT
crl-16603	443	16	2015	2015	NUM
crl-16603	443	17	)	)	PUNCT
crl-16603	443	18	,	,	PUNCT
crl-16603	443	19	available	available	ADJ
crl-16603	443	20	online	online	ADV
crl-16603	443	21	at	at	ADP
crl-16603	443	22	https://library.educause.edu/~/media/files/library/2015/3/ewg1501-pdf.pdf	https://library.educause.edu/~/media/files/library/2015/3/ewg1501-pdf.pdf	NOUN
crl-16603	443	23	[	[	AUX
crl-16603	443	24	accessed	access	VERB
crl-16603	443	25	26	26	NUM
crl-16603	443	26	february	february	NOUN
crl-16603	443	27	2018	2018	NUM
crl-16603	443	28	]	]	PUNCT
crl-16603	443	29	.	.	PUNCT
crl-16603	444	1	111	111	NUM
crl-16603	444	2	.	.	PUNCT
crl-16603	444	3	sheila	sheila	PROPN
crl-16603	444	4	corrall	corrall	PROPN
crl-16603	444	5	,	,	PUNCT
crl-16603	444	6	mary	mary	PROPN
crl-16603	444	7	anne	anne	PROPN
crl-16603	444	8	kennan	kennan	PROPN
crl-16603	444	9	,	,	PUNCT
crl-16603	444	10	and	and	CCONJ
crl-16603	444	11	waseem	waseem	PROPN
crl-16603	444	12	afzal	afzal	PROPN
crl-16603	444	13	,	,	PUNCT
crl-16603	444	14	“	"	PUNCT
crl-16603	444	15	bibliometrics	bibliometric	NOUN
crl-16603	444	16	and	and	CCONJ
crl-16603	444	17	research	research	NOUN
crl-16603	444	18	data	datum	NOUN
crl-16603	444	19	management	management	NOUN
crl-16603	444	20	services	service	NOUN
crl-16603	444	21	:	:	PUNCT
crl-16603	444	22	emerging	emerge	VERB
crl-16603	444	23	trends	trend	NOUN
crl-16603	444	24	in	in	ADP
crl-16603	444	25	library	library	ADJ
crl-16603	444	26	support	support	NOUN
crl-16603	444	27	for	for	ADP
crl-16603	444	28	research	research	NOUN
crl-16603	444	29	,	,	PUNCT
crl-16603	444	30	”	"	PUNCT
crl-16603	444	31	library	library	NOUN
crl-16603	444	32	trends	trend	NOUN
crl-16603	444	33	61	61	NUM
crl-16603	444	34	,	,	PUNCT
crl-16603	444	35	no	no	INTJ
crl-16603	444	36	.	.	NOUN
crl-16603	444	37	3	3	NUM
crl-16603	444	38	,	,	PUNCT
crl-16603	444	39	doi:10.1353	doi:10.1353	NOUN
crl-16603	444	40	/	/	SYM
crl-16603	444	41	lib.2013.0005	lib.2013.0005	PROPN
crl-16603	444	42	;	;	PUNCT
crl-16603	444	43	andrew	andrew	PROPN
crl-16603	444	44	m.	m.	PROPN
crl-16603	444	45	cox	cox	PROPN
crl-16603	444	46	and	and	CCONJ
crl-16603	444	47	stephen	stephen	PROPN
crl-16603	444	48	pinfield	pinfield	PROPN
crl-16603	444	49	,	,	PUNCT
crl-16603	444	50	“	"	PUNCT
crl-16603	444	51	research	research	NOUN
crl-16603	444	52	data	data	NOUN
crl-16603	444	53	management	management	NOUN
crl-16603	444	54	and	and	CCONJ
crl-16603	444	55	libraries	library	NOUN
crl-16603	444	56	:	:	PUNCT
crl-16603	444	57	current	current	ADJ
crl-16603	444	58	activities	activity	NOUN
crl-16603	444	59	and	and	CCONJ
crl-16603	444	60	future	future	ADJ
crl-16603	444	61	priorities	priority	NOUN
crl-16603	444	62	,	,	PUNCT
crl-16603	444	63	”	"	PUNCT
crl-16603	444	64	journal	journal	NOUN
crl-16603	444	65	of	of	ADP
crl-16603	444	66	librarianship	librarianship	NOUN
crl-16603	444	67	and	and	CCONJ
crl-16603	444	68	information	information	NOUN
crl-16603	444	69	science	science	NOUN
crl-16603	444	70	46	46	NUM
crl-16603	444	71	,	,	PUNCT
crl-16603	444	72	no	no	INTJ
crl-16603	444	73	.	.	NOUN
crl-16603	444	74	4	4	NUM
crl-16603	444	75	,	,	PUNCT
crl-16603	444	76	doi:10.1177/0961000613492542	doi:10.1177/0961000613492542	NOUN
crl-16603	444	77	.	.	PUNCT
crl-16603	445	1	112	112	NUM
crl-16603	445	2	.	.	PUNCT
crl-16603	446	1	martin	martin	PROPN
crl-16603	446	2	rein	rein	NOUN
crl-16603	446	3	,	,	PUNCT
crl-16603	446	4	social	social	ADJ
crl-16603	446	5	science	science	NOUN
crl-16603	446	6	and	and	CCONJ
crl-16603	446	7	public	public	ADJ
crl-16603	446	8	policy	policy	NOUN
crl-16603	446	9	(	(	PUNCT
crl-16603	446	10	new	new	PROPN
crl-16603	446	11	york	york	PROPN
crl-16603	446	12	,	,	PUNCT
crl-16603	446	13	n.y	n.y	PROPN
crl-16603	446	14	.	.	PROPN
crl-16603	446	15	:	:	PUNCT
crl-16603	446	16	penguin	penguin	NOUN
crl-16603	446	17	books	book	NOUN
crl-16603	446	18	,	,	PUNCT
crl-16603	446	19	1976	1976	NUM
crl-16603	446	20	)	)	PUNCT
crl-16603	446	21	;	;	PUNCT
crl-16603	446	22	e.	e.	PROPN
crl-16603	446	23	sam	sam	PROPN
crl-16603	446	24	overman	overman	PROPN
crl-16603	446	25	and	and	CCONJ
crl-16603	446	26	anthony	anthony	PROPN
crl-16603	446	27	g.	g.	PROPN
crl-16603	446	28	cahill	cahill	PROPN
crl-16603	446	29	,	,	PUNCT
crl-16603	446	30	“	"	PUNCT
crl-16603	446	31	information	information	NOUN
crl-16603	446	32	policy	policy	NOUN
crl-16603	446	33	:	:	PUNCT
crl-16603	446	34	a	a	DET
crl-16603	446	35	study	study	NOUN
crl-16603	446	36	of	of	ADP
crl-16603	446	37	values	value	NOUN
crl-16603	446	38	in	in	ADP
crl-16603	446	39	the	the	DET
crl-16603	446	40	policy	policy	NOUN
crl-16603	446	41	process	process	NOUN
crl-16603	446	42	,	,	PUNCT
crl-16603	446	43	”	"	PUNCT
crl-16603	446	44	policy	policy	NOUN
crl-16603	446	45	studies	study	NOUN
crl-16603	446	46	review	review	VERB
crl-16603	446	47	9	9	NUM
crl-16603	446	48	,	,	PUNCT
crl-16603	446	49	no	no	INTJ
crl-16603	446	50	.	.	NOUN
crl-16603	447	1	4	4	NUM
crl-16603	447	2	:	:	SYM
crl-16603	447	3	804	804	NUM
crl-16603	447	4	,	,	PUNCT
crl-16603	447	5	doi:10.1111	doi:10.1111	ADJ
crl-16603	447	6	/	/	SYM
crl-16603	447	7	j.1541	j.1541	PROPN
crl-16603	447	8	-	-	PUNCT
crl-16603	447	9	1338.1990.tb01080.x	1338.1990.tb01080.x	NUM
crl-16603	447	10	.	.	PUNCT
crl-16603	448	1	http://www.jstor.org/stable/10.1086/675331	http://www.jstor.org/stable/10.1086/675331	NOUN
crl-16603	448	2	http://www.digitopoly.org/2013/10/06/harvard	http://www.digitopoly.org/2013/10/06/harvard	PROPN
crl-16603	448	3	http://www.ala.org/rusa/sections/brass/publications/statement_hbr	http://www.ala.org/rusa/sections/brass/publications/statement_hbr	PROPN
crl-16603	448	4	https://doi.org/10.3172/jie.22.1.44	https://doi.org/10.3172/jie.22.1.44	PROPN
crl-16603	448	5	http://thehill.com/blogs/pundits-blog/209980-a-look-at-the-competitiveness-of-higher-education	http://thehill.com/blogs/pundits-blog/209980-a-look-at-the-competitiveness-of-higher-education	PROPN
crl-16603	448	6	http://thehill.com/blogs/pundits-blog/209980-a-look-at-the-competitiveness-of-higher-education	http://thehill.com/blogs/pundits-blog/209980-a-look-at-the-competitiveness-of-higher-education	PROPN
crl-16603	448	7	http://www.jstor.org/stable	http://www.jstor.org/stable	X
crl-16603	448	8	https://groups.niso.org/apps/group_public/download.php/16064/niso%20privacy%20principles.pdf	https://groups.niso.org/apps/group_public/download.php/16064/niso%20privacy%20principles.pdf	PROPN
crl-16603	448	9	https://groups.niso.org/apps/group_public/download.php/16064/niso%20privacy%20principles.pdf	https://groups.niso.org/apps/group_public/download.php/16064/niso%20privacy%20principles.pdf	PROPN
crl-16603	448	10	http://alaac15.ala.org/m/node/28724	http://alaac15.ala.org/m/node/28724	PROPN
crl-16603	448	11	https://doi.org/10.1016/j.lisr.2011.07.010	https://doi.org/10.1016/j.lisr.2011.07.010	PROPN
crl-16603	448	12	https://library.educause.edu/~/media/files/library/2015/3/ewg1501-pdf.pdf	https://library.educause.edu/~/media/files/library/2015/3/ewg1501-pdf.pdf	PROPN
crl-16603	448	13	https://doi.org/10.1353/lib.2013.0005	https://doi.org/10.1353/lib.2013.0005	VERB
crl-16603	448	14	https://doi.org/10.1177/0961000613492542	https://doi.org/10.1177/0961000613492542	ADJ
crl-16603	448	15	https://doi.org/10.1111/j.1541-1338.1990.tb01080.x	https://doi.org/10.1111/j.1541-1338.1990.tb01080.x	PROPN