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	NOUN
crl-16603	1	22	*	*	NOUN
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	learn	VERB
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	NOUN
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	VERB
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	PROPN
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	datum	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	DET
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	NOUN
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	PROPN
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	12	5	kmlj@iupui.edu	kmlj@iupui.edu	PROPN
crl-16603	12	6	.	.	PUNCT
crl-16603	13	1	dorothea	dorothea	PROPN
crl-16603	13	2	salo	salo	NOUN
crl-16603	13	3	is	be	AUX
crl-16603	13	4	a	a	DET
crl-16603	13	5	faculty	faculty	NOUN
crl-16603	13	6	associate	associate	NOUN
crl-16603	13	7	in	in	ADP
crl-16603	13	8	the	the	DET
crl-16603	13	9	information	information	NOUN
crl-16603	13	10	school	school	NOUN
crl-16603	13	11	,	,	PUNCT
crl-16603	13	12	university	university	NOUN
crl-16603	13	13	of	of	ADP
crl-16603	13	14	wisconsin	wisconsin	PROPN
crl-16603	13	15	-	-	PUNCT
crl-16603	13	16	madison	madison	PROPN
crl-16603	13	17	;	;	PUNCT
crl-16603	13	18	e	e	X
crl-16603	13	19	-	-	NOUN
crl-16603	13	20	mail	mail	NOUN
crl-16603	13	21	:	:	PUNCT
crl-16603	13	22	salo@wisc.edu	salo@wisc.edu	PROPN
crl-16603	13	23	.	.	PUNCT
crl-16603	14	1	©	©	ADJ
crl-16603	14	2	2018	2018	NUM
crl-16603	14	3	kyle	kyle	NOUN
crl-16603	14	4	m.l	m.l	PROPN
crl-16603	14	5	.	.	PROPN
crl-16603	14	6	jones	jones	PROPN
crl-16603	14	7	and	and	CCONJ
crl-16603	14	8	dorothea	dorothea	PROPN
crl-16603	14	9	salo	salo	NOUN
crl-16603	14	10	,	,	PUNCT
crl-16603	14	11	attribution	attribution	NOUN
crl-16603	14	12	-	-	PUNCT
crl-16603	14	13	noncommercial	noncommercial	ADJ
crl-16603	14	14	(	(	PUNCT
crl-16603	14	15	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	NOUN
crl-16603	14	16	)	)	PUNCT
crl-16603	14	17	cc	cc	VERB
crl-16603	14	18	by	by	ADP
crl-16603	14	19	-	-	PUNCT
crl-16603	14	20	nc	nc	PROPN
crl-16603	14	21	.	.	PUNCT
crl-16603	14	22	doi:10.5860	doi:10.5860	PROPN
crl-16603	14	23	/	/	SYM
crl-16603	14	24	crl.79.3.304	crl.79.3.304	PROPN
crl-16603	14	25	mailto:kmlj@iupui.edu	mailto:kmlj@iupui.edu	PROPN
crl-16603	14	26	mailto:salo@wisc.edu	mailto:salo@wisc.edu	PROPN
crl-16603	15	1	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	NOUN
crl-16603	15	2	http://creativecommons.org/licenses/by-nc/4.0/	http://creativecommons.org/licenses/by-nc/4.0/	NOUN
crl-16603	15	3	https://doi.org/10.5860/crl.79.3.304	https://doi.org/10.5860/crl.79.3.304	PROPN
crl-16603	15	4	learning	learn	VERB
crl-16603	15	5	analytics	analytic	NOUN
crl-16603	15	6	and	and	CCONJ
crl-16603	15	7	the	the	DET
crl-16603	15	8	academic	academic	ADJ
crl-16603	15	9	library	library	NOUN
crl-16603	15	10	305	305	NUM
crl-16603	15	11	ence	ence	NOUN
crl-16603	15	12	in	in	ADP
crl-16603	15	13	those	those	DET
crl-16603	15	14	individuals	individual	NOUN
crl-16603	15	15	’	’	PART
crl-16603	15	16	lives	life	NOUN
crl-16603	15	17	.	.	PUNCT
crl-16603	16	1	rising	rise	VERB
crl-16603	16	2	to	to	ADP
crl-16603	16	3	the	the	DET
crl-16603	16	4	top	top	NOUN
crl-16603	16	5	are	be	AUX
crl-16603	16	6	complicated	complicated	ADJ
crl-16603	16	7	and	and	CCONJ
crl-16603	16	8	troubling	troubling	ADJ
crl-16603	16	9	issues	issue	NOUN
crl-16603	16	10	about	about	ADP
crl-16603	16	11	informational	informational	ADJ
crl-16603	16	12	privacy	privacy	NOUN
crl-16603	16	13	,	,	PUNCT
crl-16603	16	14	transparency	transparency	NOUN
crl-16603	16	15	,	,	PUNCT
crl-16603	16	16	personal	personal	ADJ
crl-16603	16	17	autonomy	autonomy	NOUN
crl-16603	16	18	,	,	PUNCT
crl-16603	16	19	and	and	CCONJ
crl-16603	16	20	other	other	ADJ
crl-16603	16	21	questions	question	NOUN
crl-16603	16	22	of	of	ADP
crl-16603	16	23	what	what	PRON
crl-16603	16	24	is	be	AUX
crl-16603	16	25	morally	morally	ADV
crl-16603	16	26	acceptable	acceptable	ADJ
crl-16603	16	27	.	.	PUNCT
crl-16603	17	1	the	the	DET
crl-16603	17	2	question	question	NOUN
crl-16603	17	3	,	,	PUNCT
crl-16603	17	4	then	then	ADV
crl-16603	17	5	,	,	PUNCT
crl-16603	17	6	is	be	AUX
crl-16603	17	7	how	how	SCONJ
crl-16603	17	8	to	to	PART
crl-16603	17	9	ethically	ethically	ADV
crl-16603	17	10	pursue	pursue	VERB
crl-16603	17	11	the	the	DET
crl-16603	17	12	benefits	benefit	NOUN
crl-16603	17	13	of	of	ADP
crl-16603	17	14	educational	educational	ADJ
crl-16603	17	15	data	datum	NOUN
crl-16603	17	16	mining	mining	NOUN
crl-16603	17	17	while	while	SCONJ
crl-16603	17	18	accounting	account	VERB
crl-16603	17	19	for	for	ADP
crl-16603	17	20	the	the	DET
crl-16603	17	21	potential	potential	ADJ
crl-16603	17	22	harms	harm	NOUN
crl-16603	17	23	.	.	PUNCT
crl-16603	18	1	ethical	ethical	ADJ
crl-16603	18	2	practice	practice	NOUN
crl-16603	18	3	is	be	AUX
crl-16603	18	4	often	often	ADV
crl-16603	18	5	supported	support	VERB
crl-16603	18	6	by	by	ADP
crl-16603	18	7	codified	codified	ADJ
crl-16603	18	8	principles	principle	NOUN
crl-16603	18	9	,	,	PUNCT
crl-16603	18	10	and	and	CCONJ
crl-16603	18	11	researchers	researcher	NOUN
crl-16603	18	12	have	have	AUX
crl-16603	18	13	constructed	construct	VERB
crl-16603	18	14	broad	broad	ADJ
crl-16603	18	15	codes	code	NOUN
crl-16603	18	16	of	of	ADP
crl-16603	18	17	ethics	ethic	NOUN
crl-16603	18	18	to	to	PART
crl-16603	18	19	minimize	minimize	VERB
crl-16603	18	20	harms	harm	NOUN
crl-16603	18	21	to	to	PART
crl-16603	18	22	students.2	students.2	VERB
crl-16603	18	23	similarly	similarly	ADV
crl-16603	18	24	,	,	PUNCT
crl-16603	18	25	a	a	DET
crl-16603	18	26	few	few	ADJ
crl-16603	18	27	heis	hei	NOUN
crl-16603	18	28	have	have	AUX
crl-16603	18	29	developed	develop	VERB
crl-16603	18	30	campus	campus	NOUN
crl-16603	18	31	-	-	PUNCT
crl-16603	18	32	wide	wide	ADJ
crl-16603	18	33	policies.3	policies.3	NOUN
crl-16603	18	34	while	while	SCONJ
crl-16603	18	35	institutions	institution	NOUN
crl-16603	18	36	may	may	AUX
crl-16603	18	37	feel	feel	VERB
crl-16603	18	38	justified	justified	ADJ
crl-16603	18	39	and	and	CCONJ
crl-16603	18	40	morally	morally	ADV
crl-16603	18	41	at	at	ADP
crl-16603	18	42	ease	ease	NOUN
crl-16603	18	43	in	in	ADP
crl-16603	18	44	pursuing	pursue	VERB
crl-16603	18	45	the	the	DET
crl-16603	18	46	benefits	benefit	NOUN
crl-16603	18	47	of	of	ADP
crl-16603	18	48	educational	educational	ADJ
crl-16603	18	49	data	datum	NOUN
crl-16603	18	50	mining	mining	NOUN
crl-16603	18	51	,	,	PUNCT
crl-16603	18	52	their	their	PRON
crl-16603	18	53	interests	interest	NOUN
crl-16603	18	54	and	and	CCONJ
crl-16603	18	55	practices	practice	NOUN
crl-16603	18	56	may	may	AUX
crl-16603	18	57	lead	lead	VERB
crl-16603	18	58	to	to	ADP
crl-16603	18	59	“	"	PUNCT
crl-16603	18	60	unintended	unintended	ADJ
crl-16603	18	61	consequences	consequence	NOUN
crl-16603	18	62	and	and	CCONJ
crl-16603	18	63	perverse	perverse	VERB
crl-16603	18	64	incentives	incentive	NOUN
crl-16603	18	65	”	"	PUNCT
crl-16603	18	66	to	to	PART
crl-16603	18	67	analyze	analyze	VERB
crl-16603	18	68	sensitive	sensitive	ADJ
crl-16603	18	69	student	student	NOUN
crl-16603	18	70	data	datum	NOUN
crl-16603	18	71	in	in	ADP
crl-16603	18	72	ways	way	NOUN
crl-16603	18	73	that	that	PRON
crl-16603	18	74	harm	harm	VERB
crl-16603	18	75	students	student	NOUN
crl-16603	18	76	and	and	CCONJ
crl-16603	18	77	conflict	conflict	NOUN
crl-16603	18	78	with	with	ADP
crl-16603	18	79	ethical	ethical	ADJ
crl-16603	18	80	commitments	commitment	NOUN
crl-16603	18	81	made	make	VERB
crl-16603	18	82	by	by	ADP
crl-16603	18	83	professional	professional	ADJ
crl-16603	18	84	communities	community	NOUN
crl-16603	18	85	,	,	PUNCT
crl-16603	18	86	such	such	ADJ
crl-16603	18	87	as	as	ADP
crl-16603	18	88	librarians.4	librarians.4	NOUN
crl-16603	18	89	in	in	ADP
crl-16603	18	90	this	this	DET
crl-16603	18	91	paper	paper	NOUN
crl-16603	18	92	,	,	PUNCT
crl-16603	18	93	we	we	PRON
crl-16603	18	94	address	address	VERB
crl-16603	18	95	learning	learn	VERB
crl-16603	18	96	analytics	analytic	NOUN
crl-16603	18	97	(	(	PUNCT
crl-16603	18	98	la)—a	la)—a	NOUN
crl-16603	18	99	form	form	NOUN
crl-16603	18	100	of	of	ADP
crl-16603	18	101	educational	educational	ADJ
crl-16603	18	102	data	datum	NOUN
crl-16603	18	103	mining	mining	NOUN
crl-16603	18	104	—	—	PUNCT
crl-16603	18	105	and	and	CCONJ
crl-16603	18	106	the	the	DET
crl-16603	18	107	ways	way	NOUN
crl-16603	18	108	academic	academic	ADJ
crl-16603	18	109	libraries	library	NOUN
crl-16603	18	110	are	be	AUX
crl-16603	18	111	beginning	begin	VERB
crl-16603	18	112	to	to	PART
crl-16603	18	113	create	create	VERB
crl-16603	18	114	capacity	capacity	NOUN
crl-16603	18	115	for	for	ADP
crl-16603	18	116	la	la	PROPN
crl-16603	18	117	or	or	CCONJ
crl-16603	18	118	participate	participate	VERB
crl-16603	18	119	in	in	ADP
crl-16603	18	120	wider	wide	ADJ
crl-16603	18	121	institutional	institutional	ADJ
crl-16603	18	122	la	la	ADJ
crl-16603	18	123	initiatives	initiative	NOUN
crl-16603	18	124	.	.	PUNCT
crl-16603	19	1	since	since	SCONJ
crl-16603	19	2	there	there	PRON
crl-16603	19	3	are	be	VERB
crl-16603	19	4	moral	moral	ADJ
crl-16603	19	5	issues	issue	NOUN
crl-16603	19	6	associated	associate	VERB
crl-16603	19	7	with	with	ADP
crl-16603	19	8	la	la	PROPN
crl-16603	19	9	,	,	PUNCT
crl-16603	19	10	we	we	PRON
crl-16603	19	11	consider	consider	VERB
crl-16603	19	12	how	how	SCONJ
crl-16603	19	13	data	data	NOUN
crl-16603	19	14	mining	mining	NOUN
crl-16603	19	15	practices	practice	NOUN
crl-16603	19	16	run	run	VERB
crl-16603	19	17	counter	counter	ADV
crl-16603	19	18	to	to	ADP
crl-16603	19	19	ethical	ethical	ADJ
crl-16603	19	20	principles	principle	NOUN
crl-16603	19	21	in	in	ADP
crl-16603	19	22	the	the	DET
crl-16603	19	23	american	american	PROPN
crl-16603	19	24	library	library	PROPN
crl-16603	19	25	association	association	PROPN
crl-16603	19	26	’s	’s	PART
crl-16603	19	27	code	code	PROPN
crl-16603	19	28	of	of	ADP
crl-16603	19	29	ethics	ethic	NOUN
crl-16603	19	30	.	.	PUNCT
crl-16603	20	1	specifically	specifically	ADV
crl-16603	20	2	,	,	PUNCT
crl-16603	20	3	we	we	PRON
crl-16603	20	4	address	address	VERB
crl-16603	20	5	how	how	SCONJ
crl-16603	20	6	la	la	ADV
crl-16603	20	7	implicates	implicate	VERB
crl-16603	20	8	professional	professional	ADJ
crl-16603	20	9	commitments	commitment	NOUN
crl-16603	20	10	to	to	PART
crl-16603	20	11	promote	promote	VERB
crl-16603	20	12	intellectual	intellectual	ADJ
crl-16603	20	13	freedom	freedom	NOUN
crl-16603	20	14	;	;	PUNCT
crl-16603	20	15	protect	protect	VERB
crl-16603	20	16	patron	patron	NOUN
crl-16603	20	17	privacy	privacy	NOUN
crl-16603	20	18	and	and	CCONJ
crl-16603	20	19	confidentiality	confidentiality	NOUN
crl-16603	20	20	;	;	PUNCT
crl-16603	20	21	and	and	CCONJ
crl-16603	20	22	balance	balance	VERB
crl-16603	20	23	intellectual	intellectual	ADJ
crl-16603	20	24	property	property	NOUN
crl-16603	20	25	interests	interest	NOUN
crl-16603	20	26	among	among	ADP
crl-16603	20	27	library	library	NOUN
crl-16603	20	28	users	user	NOUN
crl-16603	20	29	,	,	PUNCT
crl-16603	20	30	their	their	PRON
crl-16603	20	31	institution	institution	NOUN
crl-16603	20	32	,	,	PUNCT
crl-16603	20	33	and	and	CCONJ
crl-16603	20	34	content	content	NOUN
crl-16603	20	35	creators	creator	NOUN
crl-16603	20	36	and	and	CCONJ
crl-16603	20	37	vendors	vendor	NOUN
crl-16603	20	38	.	.	PUNCT
crl-16603	21	1	we	we	PRON
crl-16603	21	2	make	make	VERB
crl-16603	21	3	three	three	NUM
crl-16603	21	4	arguments	argument	NOUN
crl-16603	21	5	aligned	align	VERB
crl-16603	21	6	to	to	ADP
crl-16603	21	7	these	these	DET
crl-16603	21	8	three	three	NUM
crl-16603	21	9	ethical	ethical	ADJ
crl-16603	21	10	commitments	commitment	NOUN
crl-16603	21	11	.	.	PUNCT
crl-16603	22	1	first	first	ADV
crl-16603	22	2	,	,	PUNCT
crl-16603	22	3	it	it	PRON
crl-16603	22	4	is	be	AUX
crl-16603	22	5	plausible	plausible	ADJ
crl-16603	22	6	that	that	SCONJ
crl-16603	22	7	la	la	ADV
crl-16603	22	8	negatively	negatively	ADV
crl-16603	22	9	affects	affect	VERB
crl-16603	22	10	the	the	DET
crl-16603	22	11	conditions	condition	NOUN
crl-16603	22	12	necessary	necessary	ADJ
crl-16603	22	13	for	for	ADP
crl-16603	22	14	the	the	DET
crl-16603	22	15	free	free	ADJ
crl-16603	22	16	pursuit	pursuit	NOUN
crl-16603	22	17	and	and	CCONJ
crl-16603	22	18	dissemination	dissemination	NOUN
crl-16603	22	19	of	of	ADP
crl-16603	22	20	ideas	idea	NOUN
crl-16603	22	21	by	by	ADP
crl-16603	22	22	tracking	track	VERB
crl-16603	22	23	and	and	CCONJ
crl-16603	22	24	influencing	influence	VERB
crl-16603	22	25	intellectual	intellectual	ADJ
crl-16603	22	26	behaviors	behavior	NOUN
crl-16603	22	27	.	.	PUNCT
crl-16603	23	1	second	second	ADJ
crl-16603	23	2	,	,	PUNCT
crl-16603	23	3	la	la	X
crl-16603	23	4	is	be	AUX
crl-16603	23	5	by	by	ADP
crl-16603	23	6	design	design	NOUN
crl-16603	23	7	a	a	DET
crl-16603	23	8	surveillance	surveillance	NOUN
crl-16603	23	9	technology	technology	NOUN
crl-16603	23	10	,	,	PUNCT
crl-16603	23	11	and	and	CCONJ
crl-16603	23	12	it	it	PRON
crl-16603	23	13	can	can	AUX
crl-16603	23	14	opaquely	opaquely	ADV
crl-16603	23	15	pry	pry	VERB
crl-16603	23	16	into	into	ADP
crl-16603	23	17	students	student	NOUN
crl-16603	23	18	’	’	PART
crl-16603	23	19	privacy	privacy	NOUN
crl-16603	23	20	without	without	ADP
crl-16603	23	21	empowering	empower	VERB
crl-16603	23	22	student	student	NOUN
crl-16603	23	23	choice	choice	NOUN
crl-16603	23	24	over	over	ADP
crl-16603	23	25	information	information	NOUN
crl-16603	23	26	flows	flow	NOUN
crl-16603	23	27	.	.	PUNCT
crl-16603	24	1	third	third	ADV
crl-16603	24	2	,	,	PUNCT
crl-16603	24	3	the	the	DET
crl-16603	24	4	ability	ability	NOUN
crl-16603	24	5	to	to	PART
crl-16603	24	6	surveil	surveil	VERB
crl-16603	24	7	students	student	NOUN
crl-16603	24	8	also	also	ADV
crl-16603	24	9	allows	allow	VERB
crl-16603	24	10	institutions	institution	NOUN
crl-16603	24	11	and	and	CCONJ
crl-16603	24	12	content	content	NOUN
crl-16603	24	13	vendors	vendor	NOUN
crl-16603	24	14	to	to	PART
crl-16603	24	15	expand	expand	VERB
crl-16603	24	16	the	the	DET
crl-16603	24	17	use	use	NOUN
crl-16603	24	18	of	of	ADP
crl-16603	24	19	digital	digital	ADJ
crl-16603	24	20	rights	right	NOUN
crl-16603	24	21	management	management	NOUN
crl-16603	24	22	technologies	technology	NOUN
crl-16603	24	23	;	;	PUNCT
crl-16603	24	24	moreover	moreover	ADV
crl-16603	24	25	,	,	PUNCT
crl-16603	24	26	it	it	PRON
crl-16603	24	27	creates	create	VERB
crl-16603	24	28	conditions	condition	NOUN
crl-16603	24	29	where	where	SCONJ
crl-16603	24	30	institutions	institution	NOUN
crl-16603	24	31	and	and	CCONJ
crl-16603	24	32	content	content	NOUN
crl-16603	24	33	vendors	vendor	NOUN
crl-16603	24	34	may	may	AUX
crl-16603	24	35	use	use	VERB
crl-16603	24	36	student	student	NOUN
crl-16603	24	37	data	datum	NOUN
crl-16603	24	38	as	as	ADP
crl-16603	24	39	a	a	DET
crl-16603	24	40	bartering	barter	VERB
crl-16603	24	41	chip	chip	NOUN
crl-16603	24	42	in	in	ADP
crl-16603	24	43	contract	contract	NOUN
crl-16603	24	44	negotiations	negotiation	NOUN
crl-16603	24	45	.	.	PUNCT
crl-16603	25	1	we	we	PRON
crl-16603	25	2	end	end	VERB
crl-16603	25	3	the	the	DET
crl-16603	25	4	paper	paper	NOUN
crl-16603	25	5	by	by	ADP
crl-16603	25	6	positing	posit	VERB
crl-16603	25	7	that	that	PRON
crl-16603	25	8	librarians	librarian	NOUN
crl-16603	25	9	have	have	VERB
crl-16603	25	10	a	a	DET
crl-16603	25	11	professional	professional	ADJ
crl-16603	25	12	responsibility	responsibility	NOUN
crl-16603	25	13	to	to	PART
crl-16603	25	14	reflect	reflect	VERB
crl-16603	25	15	on	on	ADP
crl-16603	25	16	and	and	CCONJ
crl-16603	25	17	advocate	advocate	VERB
crl-16603	25	18	for	for	ADP
crl-16603	25	19	their	their	PRON
crl-16603	25	20	ethical	ethical	ADJ
crl-16603	25	21	positions	position	NOUN
crl-16603	25	22	when	when	SCONJ
crl-16603	25	23	participating	participate	VERB
crl-16603	25	24	in	in	ADP
crl-16603	25	25	la	la	PROPN
crl-16603	25	26	.	.	PUNCT
crl-16603	26	1	if	if	SCONJ
crl-16603	26	2	la	la	PROPN
crl-16603	26	3	matures	mature	NOUN
crl-16603	26	4	further	far	ADV
crl-16603	26	5	,	,	PUNCT
crl-16603	26	6	librarians	librarian	NOUN
crl-16603	26	7	’	'	PUNCT
crl-16603	26	8	ethical	ethical	ADJ
crl-16603	26	9	commitments	commitment	NOUN
crl-16603	26	10	may	may	AUX
crl-16603	26	11	be	be	AUX
crl-16603	26	12	challenged	challenge	VERB
crl-16603	26	13	by	by	ADP
crl-16603	26	14	institutional	institutional	ADJ
crl-16603	26	15	actors	actor	NOUN
crl-16603	26	16	who	who	PRON
crl-16603	26	17	do	do	AUX
crl-16603	26	18	not	not	PART
crl-16603	26	19	share	share	VERB
crl-16603	26	20	their	their	PRON
crl-16603	26	21	professional	professional	ADJ
crl-16603	26	22	values	value	NOUN
crl-16603	26	23	.	.	PUNCT
crl-16603	27	1	we	we	PRON
crl-16603	27	2	recommend	recommend	VERB
crl-16603	27	3	that	that	SCONJ
crl-16603	27	4	librarians	librarian	NOUN
crl-16603	27	5	advocate	advocate	VERB
crl-16603	27	6	for	for	ADP
crl-16603	27	7	their	their	PRON
crl-16603	27	8	ethical	ethical	ADJ
crl-16603	27	9	positions	position	NOUN
crl-16603	27	10	within	within	ADP
crl-16603	27	11	and	and	CCONJ
crl-16603	27	12	outside	outside	ADP
crl-16603	27	13	the	the	DET
crl-16603	27	14	boundaries	boundary	NOUN
crl-16603	27	15	of	of	ADP
crl-16603	27	16	their	their	PRON
crl-16603	27	17	institution	institution	NOUN
crl-16603	27	18	,	,	PUNCT
crl-16603	27	19	participate	participate	VERB
crl-16603	27	20	in	in	ADP
crl-16603	27	21	data	data	NOUN
crl-16603	27	22	governance	governance	NOUN
crl-16603	27	23	practices	practice	NOUN
crl-16603	27	24	to	to	PART
crl-16603	27	25	embed	embed	VERB
crl-16603	27	26	their	their	PRON
crl-16603	27	27	values	value	NOUN
crl-16603	27	28	in	in	ADP
crl-16603	27	29	information	information	NOUN
crl-16603	27	30	flows	flow	NOUN
crl-16603	27	31	,	,	PUNCT
crl-16603	27	32	and	and	CCONJ
crl-16603	27	33	work	work	VERB
crl-16603	27	34	closely	closely	ADV
crl-16603	27	35	with	with	SCONJ
crl-16603	27	36	policy	policy	NOUN
crl-16603	27	37	makers	maker	NOUN
crl-16603	27	38	to	to	PART
crl-16603	27	39	design	design	VERB
crl-16603	27	40	policies	policy	NOUN
crl-16603	27	41	in	in	ADP
crl-16603	27	42	ways	way	NOUN
crl-16603	27	43	that	that	PRON
crl-16603	27	44	consider	consider	VERB
crl-16603	27	45	their	their	PRON
crl-16603	27	46	professional	professional	ADJ
crl-16603	27	47	ethics	ethic	NOUN
crl-16603	27	48	.	.	PUNCT
crl-16603	28	1	big	big	ADJ
crl-16603	28	2	data	datum	NOUN
crl-16603	28	3	and	and	CCONJ
crl-16603	28	4	learning	learn	VERB
crl-16603	28	5	analytics	analytic	NOUN
crl-16603	28	6	an	an	DET
crl-16603	28	7	understanding	understanding	NOUN
crl-16603	28	8	of	of	ADP
crl-16603	28	9	big	big	ADJ
crl-16603	28	10	data	datum	NOUN
crl-16603	28	11	learning	learn	VERB
crl-16603	28	12	analytics	analytic	NOUN
crl-16603	28	13	(	(	PUNCT
crl-16603	28	14	la	la	X
crl-16603	28	15	)	)	PUNCT
crl-16603	28	16	is	be	AUX
crl-16603	28	17	a	a	DET
crl-16603	28	18	type	type	NOUN
crl-16603	28	19	of	of	ADP
crl-16603	28	20	big	big	ADJ
crl-16603	28	21	data	data	NOUN
crl-16603	28	22	practice	practice	NOUN
crl-16603	28	23	.	.	PUNCT
crl-16603	29	1	after	after	ADP
crl-16603	29	2	boyd	boyd	PROPN
crl-16603	29	3	and	and	CCONJ
crl-16603	29	4	crawford	crawford	NOUN
crl-16603	29	5	,	,	PUNCT
crl-16603	29	6	we	we	PRON
crl-16603	29	7	capitalize	capitalize	VERB
crl-16603	29	8	“	"	PUNCT
crl-16603	29	9	big	big	ADJ
crl-16603	29	10	data	datum	NOUN
crl-16603	29	11	”	"	PUNCT
crl-16603	29	12	to	to	PART
crl-16603	29	13	highlight	highlight	VERB
crl-16603	29	14	it	it	PRON
crl-16603	29	15	as	as	ADP
crl-16603	29	16	a	a	DET
crl-16603	29	17	cultural	cultural	ADJ
crl-16603	29	18	,	,	PUNCT
crl-16603	29	19	technological	technological	ADJ
crl-16603	29	20	,	,	PUNCT
crl-16603	29	21	and	and	CCONJ
crl-16603	29	22	scholarly	scholarly	ADJ
crl-16603	29	23	phenomenon	phenomenon	NOUN
crl-16603	29	24	,	,	PUNCT
crl-16603	29	25	a	a	DET
crl-16603	29	26	“	"	PUNCT
crl-16603	29	27	paradigm	paradigm	NOUN
crl-16603	29	28	rather	rather	ADV
crl-16603	29	29	than	than	ADP
crl-16603	29	30	a	a	DET
crl-16603	29	31	particular	particular	ADJ
crl-16603	29	32	technology	technology	NOUN
crl-16603	29	33	.	.	PUNCT
crl-16603	30	1	”5	”5	PUNCT
crl-16603	31	1	defining	define	VERB
crl-16603	31	2	big	big	ADJ
crl-16603	31	3	data	datum	NOUN
crl-16603	31	4	as	as	ADP
crl-16603	31	5	a	a	DET
crl-16603	31	6	sociotechnical	sociotechnical	ADJ
crl-16603	31	7	phenomenon	phenomenon	NOUN
crl-16603	31	8	fruitfully	fruitfully	ADV
crl-16603	31	9	moves	move	VERB
crl-16603	31	10	the	the	DET
crl-16603	31	11	conversation	conversation	NOUN
crl-16603	31	12	away	away	ADV
crl-16603	31	13	from	from	ADP
crl-16603	31	14	technocentric	technocentric	ADJ
crl-16603	31	15	and	and	CCONJ
crl-16603	31	16	myopic	myopic	ADJ
crl-16603	31	17	definitions	definition	NOUN
crl-16603	31	18	of	of	ADP
crl-16603	31	19	big	big	ADJ
crl-16603	31	20	data.6	data.6	ADJ
crl-16603	31	21	big	big	ADJ
crl-16603	31	22	data	datum	NOUN
crl-16603	31	23	practices	practice	NOUN
crl-16603	31	24	differ	differ	VERB
crl-16603	31	25	significantly	significantly	ADV
crl-16603	31	26	from	from	ADP
crl-16603	31	27	the	the	DET
crl-16603	31	28	flows	flow	NOUN
crl-16603	31	29	of	of	ADP
crl-16603	31	30	information	information	NOUN
crl-16603	31	31	currently	currently	ADV
crl-16603	31	32	considered	consider	VERB
crl-16603	31	33	the	the	DET
crl-16603	31	34	norm	norm	NOUN
crl-16603	31	35	in	in	ADP
crl-16603	31	36	scholarly	scholarly	ADJ
crl-16603	31	37	research	research	NOUN
crl-16603	31	38	and	and	CCONJ
crl-16603	31	39	assessment	assessment	NOUN
crl-16603	31	40	.	.	PUNCT
crl-16603	32	1	current	current	ADJ
crl-16603	32	2	research	research	NOUN
crl-16603	32	3	practices	practice	NOUN
crl-16603	32	4	,	,	PUNCT
crl-16603	32	5	often	often	ADV
crl-16603	32	6	called	call	VERB
crl-16603	32	7	“	"	PUNCT
crl-16603	32	8	small	small	ADJ
crl-16603	32	9	data	datum	NOUN
crl-16603	32	10	,	,	PUNCT
crl-16603	32	11	”	"	PUNCT
crl-16603	32	12	involve	involve	VERB
crl-16603	32	13	actors	actor	NOUN
crl-16603	32	14	developing	develop	VERB
crl-16603	32	15	and	and	CCONJ
crl-16603	32	16	curating	curate	VERB
crl-16603	32	17	limited	limited	ADJ
crl-16603	32	18	datasets	dataset	NOUN
crl-16603	32	19	to	to	PART
crl-16603	32	20	answer	answer	VERB
crl-16603	32	21	preset	preset	ADJ
crl-16603	32	22	and	and	CCONJ
crl-16603	32	23	particular	particular	ADJ
crl-16603	32	24	questions.7	questions.7	NOUN
crl-16603	32	25	smaller	small	ADJ
crl-16603	32	26	datasets	dataset	NOUN
crl-16603	32	27	and	and	CCONJ
crl-16603	32	28	related	related	ADJ
crl-16603	32	29	practices	practice	NOUN
crl-16603	32	30	generally	generally	ADV
crl-16603	32	31	respect	respect	VERB
crl-16603	32	32	informational	informational	ADJ
crl-16603	32	33	norms	norm	NOUN
crl-16603	32	34	,	,	PUNCT
crl-16603	32	35	or	or	CCONJ
crl-16603	32	36	expectations	expectation	NOUN
crl-16603	32	37	of	of	ADP
crl-16603	32	38	information	information	NOUN
crl-16603	32	39	flow	flow	NOUN
crl-16603	32	40	,	,	PUNCT
crl-16603	32	41	because	because	SCONJ
crl-16603	32	42	actors	actor	NOUN
crl-16603	32	43	seek	seek	VERB
crl-16603	32	44	consent	consent	NOUN
crl-16603	32	45	for	for	ADP
crl-16603	32	46	data	datum	NOUN
crl-16603	32	47	gathering	gathering	NOUN
crl-16603	32	48	beforehand	beforehand	ADV
crl-16603	32	49	and	and	CCONJ
crl-16603	32	50	use	use	VERB
crl-16603	32	51	the	the	DET
crl-16603	32	52	data	datum	NOUN
crl-16603	32	53	as	as	SCONJ
crl-16603	32	54	means	mean	NOUN
crl-16603	32	55	toward	toward	ADP
crl-16603	32	56	explicitly	explicitly	ADV
crl-16603	32	57	agreed	agree	VERB
crl-16603	32	58	-	-	PUNCT
crl-16603	32	59	upon	upon	NOUN
crl-16603	32	60	and	and	CCONJ
crl-16603	32	61	respected	respect	VERB
crl-16603	32	62	ends.8	ends.8	PROPN
crl-16603	32	63	the	the	DET
crl-16603	32	64	big	big	ADJ
crl-16603	32	65	data	data	NOUN
crl-16603	32	66	ethos	ethos	NOUN
crl-16603	32	67	,	,	PUNCT
crl-16603	32	68	however	however	ADV
crl-16603	32	69	,	,	PUNCT
crl-16603	32	70	motivates	motivate	VERB
crl-16603	32	71	actors	actor	NOUN
crl-16603	32	72	to	to	PART
crl-16603	32	73	develop	develop	VERB
crl-16603	32	74	boundless	boundless	ADJ
crl-16603	32	75	datasets	dataset	NOUN
crl-16603	32	76	to	to	PART
crl-16603	32	77	be	be	AUX
crl-16603	32	78	used	use	VERB
crl-16603	32	79	in	in	ADP
crl-16603	32	80	ways	way	NOUN
crl-16603	32	81	that	that	PRON
crl-16603	32	82	are	be	AUX
crl-16603	32	83	often	often	ADV
crl-16603	32	84	unanticipated	unanticipated	ADJ
crl-16603	32	85	at	at	ADP
crl-16603	32	86	time	time	NOUN
crl-16603	32	87	of	of	ADP
crl-16603	32	88	collection	collection	NOUN
crl-16603	32	89	.	.	PUNCT
crl-16603	33	1	individuals	individual	NOUN
crl-16603	33	2	,	,	PUNCT
crl-16603	33	3	organiza306	organiza306	PROPN
crl-16603	33	4	college	college	PROPN
crl-16603	33	5	&	&	CCONJ
crl-16603	33	6	research	research	PROPN
crl-16603	33	7	libraries	library	NOUN
crl-16603	33	8	april	april	PROPN
crl-16603	33	9	2018	2018	NUM
crl-16603	33	10	tions	tion	NOUN
crl-16603	33	11	,	,	PUNCT
crl-16603	33	12	and	and	CCONJ
crl-16603	33	13	institutions	institution	NOUN
crl-16603	33	14	implementing	implement	VERB
crl-16603	33	15	big	big	ADJ
crl-16603	33	16	data	datum	NOUN
crl-16603	33	17	initiatives	initiative	NOUN
crl-16603	33	18	argue	argue	VERB
crl-16603	33	19	that	that	SCONJ
crl-16603	33	20	taking	take	VERB
crl-16603	33	21	an	an	DET
crl-16603	33	22	“	"	PUNCT
crl-16603	33	23	n	n	X
crl-16603	33	24	=	=	X
crl-16603	33	25	all	all	PRON
crl-16603	33	26	”	"	PUNCT
crl-16603	33	27	approach	approach	NOUN
crl-16603	33	28	and	and	CCONJ
crl-16603	33	29	aggregating	aggregate	VERB
crl-16603	33	30	all	all	DET
crl-16603	33	31	the	the	DET
crl-16603	33	32	data	datum	NOUN
crl-16603	33	33	they	they	PRON
crl-16603	33	34	can	can	AUX
crl-16603	33	35	get	get	VERB
crl-16603	33	36	will	will	AUX
crl-16603	33	37	optimize	optimize	VERB
crl-16603	33	38	their	their	PRON
crl-16603	33	39	data	data	NOUN
crl-16603	33	40	-	-	PUNCT
crl-16603	33	41	driven	drive	VERB
crl-16603	33	42	projects.9	projects.9	NOUN
crl-16603	33	43	immense	immense	ADJ
crl-16603	33	44	datasets	dataset	NOUN
crl-16603	33	45	,	,	PUNCT
crl-16603	33	46	made	make	VERB
crl-16603	33	47	possible	possible	ADJ
crl-16603	33	48	by	by	ADP
crl-16603	33	49	aggregating	aggregate	VERB
crl-16603	33	50	and	and	CCONJ
crl-16603	33	51	intertwining	intertwine	VERB
crl-16603	33	52	disparate	disparate	ADJ
crl-16603	33	53	and	and	CCONJ
crl-16603	33	54	diverse	diverse	ADJ
crl-16603	33	55	sources	source	NOUN
crl-16603	33	56	of	of	ADP
crl-16603	33	57	data	datum	NOUN
crl-16603	33	58	,	,	PUNCT
crl-16603	33	59	no	no	ADV
crl-16603	33	60	longer	long	ADV
crl-16603	33	61	require	require	VERB
crl-16603	33	62	painstaking	painstaking	ADJ
crl-16603	33	63	curation	curation	NOUN
crl-16603	33	64	of	of	ADP
crl-16603	33	65	scientific	scientific	ADJ
crl-16603	33	66	,	,	PUNCT
crl-16603	33	67	statistically	statistically	ADV
crl-16603	33	68	powerful	powerful	ADJ
crl-16603	33	69	samples	sample	NOUN
crl-16603	33	70	.	.	PUNCT
crl-16603	34	1	instead	instead	ADV
crl-16603	34	2	,	,	PUNCT
crl-16603	34	3	data	data	NOUN
crl-16603	34	4	scientists	scientist	NOUN
crl-16603	34	5	can	can	AUX
crl-16603	34	6	conduct	conduct	VERB
crl-16603	34	7	“	"	PUNCT
crl-16603	34	8	fishing	fishing	NOUN
crl-16603	34	9	expeditions	expedition	NOUN
crl-16603	34	10	…	…	PUNCT
crl-16603	34	11	to	to	PART
crl-16603	34	12	look	look	VERB
crl-16603	34	13	hard	hard	ADJ
crl-16603	34	14	for	for	ADP
crl-16603	34	15	patterns	pattern	NOUN
crl-16603	34	16	and	and	CCONJ
crl-16603	34	17	report	report	VERB
crl-16603	34	18	any	any	DET
crl-16603	34	19	comparisons	comparison	NOUN
crl-16603	34	20	that	that	PRON
crl-16603	34	21	happen	happen	VERB
crl-16603	34	22	to	to	PART
crl-16603	34	23	be	be	AUX
crl-16603	34	24	statistically	statistically	ADV
crl-16603	34	25	significant	significant	ADJ
crl-16603	34	26	.	.	PUNCT
crl-16603	35	1	”10	”10	PROPN
crl-16603	35	2	learning	learn	VERB
crl-16603	35	3	analytics	analytic	NOUN
crl-16603	35	4	as	as	ADP
crl-16603	35	5	a	a	DET
crl-16603	35	6	big	big	ADJ
crl-16603	35	7	data	data	NOUN
crl-16603	35	8	practice	practice	NOUN
crl-16603	35	9	la	la	PROPN
crl-16603	35	10	is	be	AUX
crl-16603	35	11	commonly	commonly	ADV
crl-16603	35	12	defined	define	VERB
crl-16603	35	13	as	as	ADP
crl-16603	35	14	the	the	DET
crl-16603	35	15	“	"	PUNCT
crl-16603	35	16	measurement	measurement	NOUN
crl-16603	35	17	,	,	PUNCT
crl-16603	35	18	collection	collection	NOUN
crl-16603	35	19	,	,	PUNCT
crl-16603	35	20	analysis	analysis	NOUN
crl-16603	35	21	and	and	CCONJ
crl-16603	35	22	reporting	reporting	NOUN
crl-16603	35	23	of	of	ADP
crl-16603	35	24	data	datum	NOUN
crl-16603	35	25	about	about	ADP
crl-16603	35	26	learners	learner	NOUN
crl-16603	35	27	and	and	CCONJ
crl-16603	35	28	their	their	PRON
crl-16603	35	29	contexts	context	NOUN
crl-16603	35	30	,	,	PUNCT
crl-16603	35	31	for	for	ADP
crl-16603	35	32	purposes	purpose	NOUN
crl-16603	35	33	of	of	ADP
crl-16603	35	34	understanding	understanding	NOUN
crl-16603	35	35	and	and	CCONJ
crl-16603	35	36	optimizing	optimize	VERB
crl-16603	35	37	learning	learning	NOUN
crl-16603	35	38	and	and	CCONJ
crl-16603	35	39	the	the	DET
crl-16603	35	40	environments	environment	NOUN
crl-16603	35	41	in	in	ADP
crl-16603	35	42	which	which	PRON
crl-16603	35	43	it	it	PRON
crl-16603	35	44	occurs	occur	VERB
crl-16603	35	45	.	.	PUNCT
crl-16603	36	1	”11	”11	NOUN
crl-16603	36	2	to	to	PART
crl-16603	36	3	maximize	maximize	VERB
crl-16603	36	4	la	la	PROPN
crl-16603	36	5	’s	’s	PART
crl-16603	36	6	potential	potential	NOUN
crl-16603	36	7	,	,	PUNCT
crl-16603	36	8	heis	heis	PROPN
crl-16603	36	9	implementing	implement	VERB
crl-16603	36	10	la	la	PROPN
crl-16603	36	11	are	be	AUX
crl-16603	36	12	working	work	VERB
crl-16603	36	13	to	to	ADP
crl-16603	36	14	“	"	PUNCT
crl-16603	36	15	de	de	ADJ
crl-16603	36	16	-	-	ADJ
crl-16603	36	17	silo”12	silo”12	ADJ
crl-16603	36	18	so	so	ADV
crl-16603	36	19	-	-	PUNCT
crl-16603	36	20	called	call	VERB
crl-16603	36	21	“	"	PUNCT
crl-16603	36	22	static	static	ADJ
crl-16603	36	23	data	datum	NOUN
crl-16603	36	24	”	"	PUNCT
crl-16603	36	25	about	about	ADP
crl-16603	36	26	and	and	CCONJ
crl-16603	36	27	created	create	VERB
crl-16603	36	28	by	by	ADP
crl-16603	36	29	students	student	NOUN
crl-16603	36	30	stored	store	VERB
crl-16603	36	31	in	in	ADP
crl-16603	36	32	departmental	departmental	ADJ
crl-16603	36	33	offices	office	NOUN
crl-16603	36	34	across	across	ADP
crl-16603	36	35	campus	campus	NOUN
crl-16603	36	36	by	by	ADP
crl-16603	36	37	building	build	VERB
crl-16603	36	38	up	up	ADP
crl-16603	36	39	institutionwide	institutionwide	NOUN
crl-16603	36	40	data	datum	NOUN
crl-16603	36	41	warehouses13	warehouses13	NOUN
crl-16603	36	42	to	to	PART
crl-16603	36	43	capture	capture	VERB
crl-16603	36	44	“	"	PUNCT
crl-16603	36	45	fluid	fluid	ADJ
crl-16603	36	46	data	datum	NOUN
crl-16603	36	47	.	.	PUNCT
crl-16603	37	1	”14	”14	PROPN
crl-16603	37	2	shacklock	shacklock	PROPN
crl-16603	37	3	explains	explain	VERB
crl-16603	37	4	the	the	DET
crl-16603	37	5	difference	difference	NOUN
crl-16603	37	6	between	between	ADP
crl-16603	37	7	static	static	ADJ
crl-16603	37	8	and	and	CCONJ
crl-16603	37	9	fluid	fluid	ADJ
crl-16603	37	10	data	datum	NOUN
crl-16603	37	11	this	this	DET
crl-16603	37	12	way	way	NOUN
crl-16603	37	13	:	:	PUNCT
crl-16603	37	14	static	static	ADJ
crl-16603	37	15	data	datum	NOUN
crl-16603	37	16	is	be	AUX
crl-16603	37	17	that	that	PRON
crl-16603	37	18	which	which	PRON
crl-16603	37	19	is	be	AUX
crl-16603	37	20	collected	collect	VERB
crl-16603	37	21	,	,	PUNCT
crl-16603	37	22	recorded	record	VERB
crl-16603	37	23	and	and	CCONJ
crl-16603	37	24	stored	store	VERB
crl-16603	37	25	by	by	ADP
crl-16603	37	26	institutions	institution	NOUN
crl-16603	37	27	[	[	X
crl-16603	37	28	including	include	VERB
crl-16603	37	29	]	]	X
crl-16603	37	30	student	student	NOUN
crl-16603	37	31	records	record	NOUN
crl-16603	37	32	,	,	PUNCT
crl-16603	37	33	staff	staff	NOUN
crl-16603	37	34	data	datum	NOUN
crl-16603	37	35	,	,	PUNCT
crl-16603	37	36	financial	financial	ADJ
crl-16603	37	37	data	datum	NOUN
crl-16603	37	38	and	and	CCONJ
crl-16603	37	39	estates	estate	NOUN
crl-16603	37	40	data	datum	NOUN
crl-16603	37	41	.	.	PUNCT
crl-16603	38	1	fluid	fluid	ADJ
crl-16603	38	2	data	datum	NOUN
crl-16603	38	3	…	…	PUNCT
crl-16603	38	4	is	be	AUX
crl-16603	38	5	generated	generate	VERB
crl-16603	38	6	through	through	ADP
crl-16603	38	7	the	the	DET
crl-16603	38	8	increasingly	increasingly	ADV
crl-16603	38	9	digital	digital	ADJ
crl-16603	38	10	way	way	NOUN
crl-16603	38	11	a	a	DET
crl-16603	38	12	student	student	NOUN
crl-16603	38	13	interacts	interact	VERB
crl-16603	38	14	with	with	ADP
crl-16603	38	15	their	their	PRON
crl-16603	38	16	university	university	NOUN
crl-16603	38	17	,	,	PUNCT
crl-16603	38	18	such	such	ADJ
crl-16603	38	19	as	as	ADP
crl-16603	38	20	card	card	NOUN
crl-16603	38	21	swipe	swipe	NOUN
crl-16603	38	22	data	datum	NOUN
crl-16603	38	23	from	from	ADP
crl-16603	38	24	access	access	NOUN
crl-16603	38	25	-	-	PUNCT
crl-16603	38	26	controlled	control	VERB
crl-16603	38	27	campus	campus	NOUN
crl-16603	38	28	buildings	building	NOUN
crl-16603	38	29	,	,	PUNCT
crl-16603	38	30	log	log	NOUN
crl-16603	38	31	-	-	PUNCT
crl-16603	38	32	ins	in	NOUN
crl-16603	38	33	to	to	ADP
crl-16603	38	34	the	the	DET
crl-16603	38	35	virtual	virtual	ADJ
crl-16603	38	36	learning	learning	NOUN
crl-16603	38	37	environment	environment	NOUN
crl-16603	38	38	(	(	PUNCT
crl-16603	38	39	vle	vle	VERB
crl-16603	38	40	)	)	PUNCT
crl-16603	38	41	and	and	CCONJ
crl-16603	38	42	e	e	NOUN
crl-16603	38	43	-	-	NOUN
crl-16603	38	44	books	book	NOUN
crl-16603	38	45	or	or	CCONJ
crl-16603	38	46	online	online	ADJ
crl-16603	38	47	journal	journal	NOUN
crl-16603	38	48	downloads.15	downloads.15	VERB
crl-16603	38	49	tightly	tightly	ADV
crl-16603	38	50	guarded	guard	VERB
crl-16603	38	51	information	information	NOUN
crl-16603	38	52	and	and	CCONJ
crl-16603	38	53	technically	technically	ADV
crl-16603	38	54	inaccessible	inaccessible	ADJ
crl-16603	38	55	data	datum	NOUN
crl-16603	38	56	hinders	hinders	PROPN
crl-16603	38	57	la	la	PROPN
crl-16603	38	58	’s	’s	PART
crl-16603	38	59	efficacy	efficacy	NOUN
crl-16603	38	60	.	.	PUNCT
crl-16603	39	1	ubiquitous	ubiquitous	ADJ
crl-16603	39	2	campus	campus	PROPN
crl-16603	39	3	educational	educational	PROPN
crl-16603	39	4	,	,	PUNCT
crl-16603	39	5	professional	professional	ADJ
crl-16603	39	6	,	,	PUNCT
crl-16603	39	7	and	and	CCONJ
crl-16603	39	8	personal	personal	ADJ
crl-16603	39	9	information	information	NOUN
crl-16603	39	10	systems	system	NOUN
crl-16603	39	11	store	store	VERB
crl-16603	39	12	a	a	DET
crl-16603	39	13	significant	significant	ADJ
crl-16603	39	14	amount	amount	NOUN
crl-16603	39	15	of	of	ADP
crl-16603	39	16	data	datum	NOUN
crl-16603	39	17	and	and	CCONJ
crl-16603	39	18	information	information	NOUN
crl-16603	39	19	created	create	VERB
crl-16603	39	20	by	by	ADP
crl-16603	39	21	or	or	CCONJ
crl-16603	39	22	about	about	ADP
crl-16603	39	23	students	student	NOUN
crl-16603	39	24	.	.	PUNCT
crl-16603	40	1	data	datum	NOUN
crl-16603	40	2	captures	capture	NOUN
crl-16603	40	3	begin	begin	VERB
crl-16603	40	4	even	even	ADV
crl-16603	40	5	before	before	SCONJ
crl-16603	40	6	a	a	DET
crl-16603	40	7	student	student	NOUN
crl-16603	40	8	applies	apply	VERB
crl-16603	40	9	for	for	ADP
crl-16603	40	10	admission	admission	NOUN
crl-16603	40	11	and	and	CCONJ
crl-16603	40	12	extend	extend	VERB
crl-16603	40	13	to	to	ADP
crl-16603	40	14	alumni	alumnus	NOUN
crl-16603	40	15	status	status	NOUN
crl-16603	40	16	,	,	PUNCT
crl-16603	40	17	enabling	enable	VERB
crl-16603	40	18	colleges	college	NOUN
crl-16603	40	19	and	and	CCONJ
crl-16603	40	20	universities	university	NOUN
crl-16603	40	21	to	to	PART
crl-16603	40	22	probe	probe	VERB
crl-16603	40	23	student	student	NOUN
crl-16603	40	24	behaviors	behavior	NOUN
crl-16603	40	25	as	as	ADP
crl-16603	40	26	a	a	DET
crl-16603	40	27	snapshot	snapshot	NOUN
crl-16603	40	28	or	or	CCONJ
crl-16603	40	29	over	over	ADP
crl-16603	40	30	time.16	time.16	PROPN
crl-16603	40	31	students	student	NOUN
crl-16603	40	32	are	be	AUX
crl-16603	40	33	easily	easily	ADV
crl-16603	40	34	accessible	accessible	ADJ
crl-16603	40	35	data	datum	NOUN
crl-16603	40	36	subjects	subject	NOUN
crl-16603	40	37	,	,	PUNCT
crl-16603	40	38	and	and	CCONJ
crl-16603	40	39	heis	heis	PROPN
crl-16603	40	40	can	can	AUX
crl-16603	40	41	avoid	avoid	VERB
crl-16603	40	42	seeking	seek	VERB
crl-16603	40	43	student	student	NOUN
crl-16603	40	44	consent	consent	NOUN
crl-16603	40	45	for	for	ADP
crl-16603	40	46	data	datum	NOUN
crl-16603	40	47	collection	collection	NOUN
crl-16603	40	48	,	,	PUNCT
crl-16603	40	49	retaining	retain	VERB
crl-16603	40	50	and	and	CCONJ
crl-16603	40	51	analyzing	analyze	VERB
crl-16603	40	52	student	student	NOUN
crl-16603	40	53	data	datum	NOUN
crl-16603	40	54	with	with	ADP
crl-16603	40	55	impunity	impunity	NOUN
crl-16603	40	56	because	because	SCONJ
crl-16603	40	57	the	the	DET
crl-16603	40	58	data	data	NOUN
crl-16603	40	59	is	be	AUX
crl-16603	40	60	generated	generate	VERB
crl-16603	40	61	as	as	ADP
crl-16603	40	62	part	part	NOUN
crl-16603	40	63	of	of	ADP
crl-16603	40	64	the	the	DET
crl-16603	40	65	educational	educational	ADJ
crl-16603	40	66	process.17	process.17	NOUN
crl-16603	40	67	emerging	emerge	VERB
crl-16603	40	68	troves	trove	NOUN
crl-16603	40	69	of	of	ADP
crl-16603	40	70	student	student	NOUN
crl-16603	40	71	data	datum	NOUN
crl-16603	40	72	can	can	AUX
crl-16603	40	73	be	be	AUX
crl-16603	40	74	enlarged	enlarge	VERB
crl-16603	40	75	by	by	ADP
crl-16603	40	76	capturing	capture	VERB
crl-16603	40	77	the	the	DET
crl-16603	40	78	metadata	metadata	PROPN
crl-16603	40	79	,	,	PUNCT
crl-16603	40	80	known	know	VERB
crl-16603	40	81	as	as	ADP
crl-16603	40	82	“	"	PUNCT
crl-16603	40	83	data	datum	NOUN
crl-16603	40	84	exhaust”18	exhaust”18	NOUN
crl-16603	40	85	or	or	CCONJ
crl-16603	40	86	“	"	PUNCT
crl-16603	40	87	digital	digital	ADJ
crl-16603	40	88	footprints”19	footprints”19	ADJ
crl-16603	40	89	students	student	NOUN
crl-16603	40	90	leave	leave	VERB
crl-16603	40	91	as	as	SCONJ
crl-16603	40	92	they	they	PRON
crl-16603	40	93	interact	interact	VERB
crl-16603	40	94	with	with	ADP
crl-16603	40	95	information	information	NOUN
crl-16603	40	96	systems	system	NOUN
crl-16603	40	97	.	.	PUNCT
crl-16603	41	1	motivations	motivation	NOUN
crl-16603	41	2	driving	drive	VERB
crl-16603	41	3	la	la	PROPN
crl-16603	41	4	heis	heis	PROPN
crl-16603	41	5	deploy	deploy	VERB
crl-16603	41	6	la	la	PROPN
crl-16603	41	7	to	to	PART
crl-16603	41	8	understand	understand	VERB
crl-16603	41	9	student	student	NOUN
crl-16603	41	10	behaviors	behavior	NOUN
crl-16603	41	11	within	within	ADP
crl-16603	41	12	learning	learn	VERB
crl-16603	41	13	contexts	context	NOUN
crl-16603	41	14	and	and	CCONJ
crl-16603	41	15	optimize	optimize	NOUN
crl-16603	41	16	learning	learning	NOUN
crl-16603	41	17	environments	environment	NOUN
crl-16603	41	18	.	.	PUNCT
crl-16603	42	1	examining	examine	VERB
crl-16603	42	2	student	student	NOUN
crl-16603	42	3	data	datum	NOUN
crl-16603	42	4	may	may	AUX
crl-16603	42	5	directly	directly	ADV
crl-16603	42	6	or	or	CCONJ
crl-16603	42	7	only	only	ADV
crl-16603	42	8	tangentially	tangentially	ADJ
crl-16603	42	9	benefit	benefit	NOUN
crl-16603	42	10	students	student	NOUN
crl-16603	42	11	,	,	PUNCT
crl-16603	42	12	however	however	ADV
crl-16603	42	13	,	,	PUNCT
crl-16603	42	14	or	or	CCONJ
crl-16603	42	15	may	may	AUX
crl-16603	42	16	benefit	benefit	VERB
crl-16603	42	17	only	only	ADV
crl-16603	42	18	the	the	DET
crl-16603	42	19	institution	institution	NOUN
crl-16603	42	20	itself	itself	PRON
crl-16603	42	21	.	.	PUNCT
crl-16603	43	1	goals	goal	NOUN
crl-16603	43	2	tangential	tangential	ADJ
crl-16603	43	3	to	to	ADP
crl-16603	43	4	student	student	NOUN
crl-16603	43	5	achievement	achievement	NOUN
crl-16603	43	6	include	include	VERB
crl-16603	43	7	resource	resource	NOUN
crl-16603	43	8	optimization	optimization	NOUN
crl-16603	43	9	and	and	CCONJ
crl-16603	43	10	revenue	revenue	NOUN
crl-16603	43	11	increases.20	increases.20	PROPN
crl-16603	43	12	heis	heis	PROPN
crl-16603	43	13	often	often	ADV
crl-16603	43	14	believe	believe	VERB
crl-16603	43	15	that	that	SCONJ
crl-16603	43	16	la	la	PROPN
crl-16603	43	17	will	will	AUX
crl-16603	43	18	unveil	unveil	VERB
crl-16603	43	19	hidden	hidden	ADJ
crl-16603	43	20	cost	cost	NOUN
crl-16603	43	21	savings	saving	NOUN
crl-16603	43	22	and	and	CCONJ
crl-16603	43	23	streamline	streamline	VERB
crl-16603	43	24	operational	operational	ADJ
crl-16603	43	25	practices.21	practices.21	NOUN
crl-16603	43	26	improved	improve	VERB
crl-16603	43	27	fiscal	fiscal	ADJ
crl-16603	43	28	management	management	NOUN
crl-16603	43	29	may	may	AUX
crl-16603	43	30	enable	enable	VERB
crl-16603	43	31	heis	heis	PROPN
crl-16603	43	32	to	to	PART
crl-16603	43	33	defend	defend	VERB
crl-16603	43	34	themselves	themselves	PRON
crl-16603	43	35	against	against	ADP
crl-16603	43	36	accountability	accountability	NOUN
crl-16603	43	37	calls	call	NOUN
crl-16603	43	38	and	and	CCONJ
crl-16603	43	39	measures	measure	NOUN
crl-16603	43	40	due	due	ADJ
crl-16603	43	41	to	to	ADP
crl-16603	43	42	ongoing	ongoing	ADJ
crl-16603	43	43	tuition	tuition	NOUN
crl-16603	43	44	increases	increase	NOUN
crl-16603	43	45	and	and	CCONJ
crl-16603	43	46	the	the	DET
crl-16603	43	47	rise	rise	NOUN
crl-16603	43	48	in	in	ADP
crl-16603	43	49	student	student	NOUN
crl-16603	43	50	loan	loan	NOUN
crl-16603	43	51	debt.22	debt.22	NOUN
crl-16603	43	52	beyond	beyond	ADP
crl-16603	43	53	its	its	PRON
crl-16603	43	54	business	business	NOUN
crl-16603	43	55	intelligence	intelligence	NOUN
crl-16603	43	56	aspects	aspect	NOUN
crl-16603	43	57	,	,	PUNCT
crl-16603	43	58	la	la	PROPN
crl-16603	43	59	initiatives	initiative	NOUN
crl-16603	43	60	focus	focus	VERB
crl-16603	43	61	on	on	ADP
crl-16603	43	62	directly	directly	ADV
crl-16603	43	63	improving	improve	VERB
crl-16603	43	64	student	student	NOUN
crl-16603	43	65	learning	learning	NOUN
crl-16603	43	66	experiences.23	experiences.23	NOUN
crl-16603	43	67	advocates	advocate	NOUN
crl-16603	43	68	of	of	ADP
crl-16603	43	69	la	la	PROPN
crl-16603	43	70	argue	argue	VERB
crl-16603	43	71	that	that	SCONJ
crl-16603	43	72	analyzing	analyze	VERB
crl-16603	43	73	the	the	DET
crl-16603	43	74	emerging	emerge	VERB
crl-16603	43	75	trove	trove	NOUN
crl-16603	43	76	of	of	ADP
crl-16603	43	77	student	student	NOUN
crl-16603	43	78	data	datum	NOUN
crl-16603	43	79	will	will	AUX
crl-16603	43	80	finally	finally	ADV
crl-16603	43	81	unpack	unpack	VERB
crl-16603	43	82	the	the	DET
crl-16603	43	83	“	"	PUNCT
crl-16603	43	84	black	black	ADJ
crl-16603	43	85	box	box	NOUN
crl-16603	43	86	”	"	PUNCT
crl-16603	43	87	of	of	ADP
crl-16603	43	88	learning	learning	NOUN
crl-16603	43	89	,	,	PUNCT
crl-16603	43	90	enabling	enable	VERB
crl-16603	43	91	better	well	ADJ
crl-16603	43	92	comprehension	comprehension	NOUN
crl-16603	43	93	of	of	ADP
crl-16603	43	94	inputs	input	NOUN
crl-16603	43	95	and	and	CCONJ
crl-16603	43	96	outputs	output	VERB
crl-16603	43	97	relevant	relevant	ADJ
crl-16603	43	98	to	to	ADP
crl-16603	43	99	successful	successful	ADJ
crl-16603	43	100	learning	learning	NOUN
crl-16603	43	101	experiences.24	experiences.24	NOUN
crl-16603	43	102	specifically	specifically	ADV
crl-16603	43	103	,	,	PUNCT
crl-16603	43	104	proponents	proponent	NOUN
crl-16603	43	105	of	of	ADP
crl-16603	43	106	data	data	NOUN
crl-16603	43	107	-	-	PUNCT
crl-16603	43	108	driven	drive	VERB
crl-16603	43	109	education	education	NOUN
crl-16603	43	110	argue	argue	VERB
crl-16603	43	111	that	that	SCONJ
crl-16603	43	112	datifying	datifye	VERB
crl-16603	43	113	the	the	DET
crl-16603	43	114	learning	learning	NOUN
crl-16603	43	115	experience	experience	NOUN
crl-16603	43	116	will	will	AUX
crl-16603	43	117	create	create	VERB
crl-16603	43	118	actionable	actionable	ADJ
crl-16603	43	119	insights	insight	NOUN
crl-16603	43	120	into	into	ADP
crl-16603	43	121	student	student	NOUN
crl-16603	43	122	success	success	NOUN
crl-16603	43	123	and	and	CCONJ
crl-16603	43	124	failure	failure	NOUN
crl-16603	43	125	,	,	PUNCT
crl-16603	43	126	and	and	CCONJ
crl-16603	43	127	predictive	predictive	ADJ
crl-16603	43	128	algorithms	algorithm	NOUN
crl-16603	43	129	built	build	VERB
crl-16603	43	130	on	on	ADP
crl-16603	43	131	large	large	ADJ
crl-16603	43	132	datasets	dataset	NOUN
crl-16603	43	133	will	will	AUX
crl-16603	43	134	provide	provide	VERB
crl-16603	43	135	heis	heis	PROPN
crl-16603	43	136	the	the	DET
crl-16603	43	137	tools	tool	NOUN
crl-16603	43	138	to	to	PART
crl-16603	43	139	determine	determine	VERB
crl-16603	43	140	students	student	NOUN
crl-16603	43	141	’	’	PART
crl-16603	43	142	future	future	ADJ
crl-16603	43	143	educational	educational	ADJ
crl-16603	43	144	progress.25	progress.25	NOUN
crl-16603	43	145	learning	learn	VERB
crl-16603	43	146	analytics	analytic	NOUN
crl-16603	43	147	and	and	CCONJ
crl-16603	43	148	the	the	DET
crl-16603	43	149	academic	academic	ADJ
crl-16603	43	150	library	library	NOUN
crl-16603	43	151	307	307	NUM
crl-16603	43	152	applications	application	NOUN
crl-16603	43	153	of	of	ADP
crl-16603	43	154	learning	learn	VERB
crl-16603	43	155	analytics	analytic	NOUN
crl-16603	43	156	because	because	SCONJ
crl-16603	43	157	data	datum	NOUN
crl-16603	43	158	on	on	ADP
crl-16603	43	159	prospective	prospective	ADJ
crl-16603	43	160	students	student	NOUN
crl-16603	43	161	is	be	AUX
crl-16603	43	162	valuable	valuable	ADJ
crl-16603	43	163	to	to	PART
crl-16603	43	164	heis	heis	VERB
crl-16603	43	165	well	well	ADV
crl-16603	43	166	before	before	ADP
crl-16603	43	167	enrollment	enrollment	NOUN
crl-16603	43	168	,	,	PUNCT
crl-16603	43	169	admissions	admission	NOUN
crl-16603	43	170	departments	department	NOUN
crl-16603	43	171	are	be	AUX
crl-16603	43	172	developing	develop	VERB
crl-16603	43	173	troves	trove	NOUN
crl-16603	43	174	of	of	ADP
crl-16603	43	175	data	datum	NOUN
crl-16603	43	176	and	and	CCONJ
crl-16603	43	177	analytic	analytic	ADJ
crl-16603	43	178	capacities	capacity	NOUN
crl-16603	43	179	in	in	ADP
crl-16603	43	180	novel	novel	ADJ
crl-16603	43	181	ways	way	NOUN
crl-16603	43	182	.	.	PUNCT
crl-16603	44	1	some	some	PRON
crl-16603	44	2	of	of	ADP
crl-16603	44	3	this	this	DET
crl-16603	44	4	information	information	NOUN
crl-16603	44	5	comes	come	VERB
crl-16603	44	6	from	from	ADP
crl-16603	44	7	standard	standard	ADJ
crl-16603	44	8	sources	source	NOUN
crl-16603	44	9	,	,	PUNCT
crl-16603	44	10	such	such	ADJ
crl-16603	44	11	as	as	ADP
crl-16603	44	12	act	act	NOUN
crl-16603	44	13	and	and	CCONJ
crl-16603	44	14	sat	sit	VERB
crl-16603	44	15	scores	score	NOUN
crl-16603	44	16	,	,	PUNCT
crl-16603	44	17	which	which	PRON
crl-16603	44	18	admissions	admission	NOUN
crl-16603	44	19	departments	department	NOUN
crl-16603	44	20	purchase	purchase	VERB
crl-16603	44	21	en	en	X
crl-16603	44	22	masse	masse	NOUN
crl-16603	44	23	to	to	PART
crl-16603	44	24	microtarget	microtarget	VERB
crl-16603	44	25	prospective	prospective	ADJ
crl-16603	44	26	students.26	students.26	ADJ
crl-16603	44	27	these	these	DET
crl-16603	44	28	same	same	ADJ
crl-16603	44	29	admissions	admission	NOUN
crl-16603	44	30	officers	officer	NOUN
crl-16603	44	31	are	be	AUX
crl-16603	44	32	also	also	ADV
crl-16603	44	33	mining	mine	VERB
crl-16603	44	34	data	datum	NOUN
crl-16603	44	35	from	from	ADP
crl-16603	44	36	social	social	ADJ
crl-16603	44	37	media,27	media,27	NOUN
crl-16603	44	38	looking	look	VERB
crl-16603	44	39	at	at	ADP
crl-16603	44	40	how	how	SCONJ
crl-16603	44	41	prospective	prospective	ADJ
crl-16603	44	42	students	student	NOUN
crl-16603	44	43	interact	interact	VERB
crl-16603	44	44	with	with	ADP
crl-16603	44	45	their	their	PRON
crl-16603	44	46	institution	institution	NOUN
crl-16603	44	47	’s	’s	NOUN
crl-16603	44	48	website,28	website,28	NOUN
crl-16603	44	49	and	and	CCONJ
crl-16603	44	50	consulting	consult	VERB
crl-16603	44	51	with	with	ADP
crl-16603	44	52	outside	outside	ADJ
crl-16603	44	53	analytics	analytic	NOUN
crl-16603	44	54	companies.29	companies.29	NOUN
crl-16603	44	55	heis	heis	PROPN
crl-16603	44	56	argue	argue	VERB
crl-16603	44	57	that	that	SCONJ
crl-16603	44	58	the	the	DET
crl-16603	44	59	more	more	ADV
crl-16603	44	60	they	they	PRON
crl-16603	44	61	know	know	VERB
crl-16603	44	62	about	about	ADP
crl-16603	44	63	their	their	PRON
crl-16603	44	64	potential	potential	ADJ
crl-16603	44	65	incoming	incoming	ADJ
crl-16603	44	66	class	class	NOUN
crl-16603	44	67	,	,	PUNCT
crl-16603	44	68	the	the	DET
crl-16603	44	69	more	more	ADV
crl-16603	44	70	informed	informed	ADJ
crl-16603	44	71	and	and	CCONJ
crl-16603	44	72	effective	effective	ADJ
crl-16603	44	73	their	their	PRON
crl-16603	44	74	admissions	admission	NOUN
crl-16603	44	75	decisions	decision	NOUN
crl-16603	44	76	will	will	AUX
crl-16603	44	77	be.30	be.30	VERB
crl-16603	44	78	comprehensive	comprehensive	ADJ
crl-16603	44	79	data	datum	NOUN
crl-16603	44	80	about	about	ADP
crl-16603	44	81	prospective	prospective	ADJ
crl-16603	44	82	students	student	NOUN
crl-16603	44	83	can	can	AUX
crl-16603	44	84	help	help	VERB
crl-16603	44	85	heis	heis	PROPN
crl-16603	44	86	understand	understand	VERB
crl-16603	44	87	the	the	DET
crl-16603	44	88	level	level	NOUN
crl-16603	44	89	of	of	ADP
crl-16603	44	90	a	a	DET
crl-16603	44	91	given	give	VERB
crl-16603	44	92	student	student	NOUN
crl-16603	44	93	’s	’s	PART
crl-16603	44	94	interest	interest	NOUN
crl-16603	44	95	,	,	PUNCT
crl-16603	44	96	the	the	DET
crl-16603	44	97	probability	probability	NOUN
crl-16603	44	98	that	that	PRON
crl-16603	44	99	she	she	PRON
crl-16603	44	100	will	will	AUX
crl-16603	44	101	apply	apply	VERB
crl-16603	44	102	and	and	CCONJ
crl-16603	44	103	enroll	enroll	VERB
crl-16603	44	104	,	,	PUNCT
crl-16603	44	105	and	and	CCONJ
crl-16603	44	106	whether	whether	SCONJ
crl-16603	44	107	past	past	ADP
crl-16603	44	108	personal	personal	ADJ
crl-16603	44	109	information	information	NOUN
crl-16603	44	110	and	and	CCONJ
crl-16603	44	111	academic	academic	ADJ
crl-16603	44	112	performance	performance	NOUN
crl-16603	44	113	predict	predict	VERB
crl-16603	44	114	her	her	PRON
crl-16603	44	115	chances	chance	NOUN
crl-16603	44	116	of	of	ADP
crl-16603	44	117	future	future	ADJ
crl-16603	44	118	success	success	NOUN
crl-16603	44	119	and	and	CCONJ
crl-16603	44	120	graduation	graduation	NOUN
crl-16603	44	121	while	while	SCONJ
crl-16603	44	122	enrolled	enrol	VERB
crl-16603	44	123	.	.	PUNCT
crl-16603	45	1	once	once	SCONJ
crl-16603	45	2	students	student	NOUN
crl-16603	45	3	enroll	enroll	VERB
crl-16603	45	4	,	,	PUNCT
crl-16603	45	5	institutions	institution	NOUN
crl-16603	45	6	gather	gather	VERB
crl-16603	45	7	data	datum	NOUN
crl-16603	45	8	on	on	ADP
crl-16603	45	9	“	"	PUNCT
crl-16603	45	10	engagement	engagement	NOUN
crl-16603	45	11	,	,	PUNCT
crl-16603	45	12	”	"	PUNCT
crl-16603	45	13	hoping	hope	VERB
crl-16603	45	14	to	to	PART
crl-16603	45	15	retain	retain	VERB
crl-16603	45	16	them	they	PRON
crl-16603	45	17	.	.	PUNCT
crl-16603	46	1	whether	whether	SCONJ
crl-16603	46	2	a	a	DET
crl-16603	46	3	student	student	NOUN
crl-16603	46	4	is	be	AUX
crl-16603	46	5	participating	participate	VERB
crl-16603	46	6	in	in	ADP
crl-16603	46	7	campus	campus	NOUN
crl-16603	46	8	life	life	NOUN
crl-16603	46	9	has	have	AUX
crl-16603	46	10	historically	historically	ADV
crl-16603	46	11	been	be	AUX
crl-16603	46	12	difficult	difficult	ADJ
crl-16603	46	13	to	to	PART
crl-16603	46	14	measure	measure	VERB
crl-16603	46	15	,	,	PUNCT
crl-16603	46	16	but	but	CCONJ
crl-16603	46	17	campus	campus	NOUN
crl-16603	46	18	mobile	mobile	NOUN
crl-16603	46	19	applications	application	NOUN
crl-16603	46	20	can	can	AUX
crl-16603	46	21	log	log	VERB
crl-16603	46	22	interactions	interaction	NOUN
crl-16603	46	23	to	to	PART
crl-16603	46	24	track	track	VERB
crl-16603	46	25	what	what	PRON
crl-16603	46	26	students	student	NOUN
crl-16603	46	27	are	be	AUX
crl-16603	46	28	interested	interested	ADJ
crl-16603	46	29	in	in	ADP
crl-16603	46	30	and	and	CCONJ
crl-16603	46	31	need	need	VERB
crl-16603	46	32	help	help	NOUN
crl-16603	46	33	with	with	ADP
crl-16603	46	34	,	,	PUNCT
crl-16603	46	35	or	or	CCONJ
crl-16603	46	36	whether	whether	SCONJ
crl-16603	46	37	they	they	PRON
crl-16603	46	38	have	have	AUX
crl-16603	46	39	lost	lose	VERB
crl-16603	46	40	contact	contact	NOUN
crl-16603	46	41	with	with	ADP
crl-16603	46	42	campus.31	campus.31	NOUN
crl-16603	46	43	heis	heis	PROPN
crl-16603	46	44	can	can	AUX
crl-16603	46	45	also	also	ADV
crl-16603	46	46	examine	examine	VERB
crl-16603	46	47	rfid	rfid	ADV
crl-16603	46	48	-	-	PUNCT
crl-16603	46	49	embedded	embed	VERB
crl-16603	46	50	student	student	NOUN
crl-16603	46	51	ids	ids	NOUN
crl-16603	46	52	and	and	CCONJ
crl-16603	46	53	swipe	swipe	NOUN
crl-16603	46	54	card	card	NOUN
crl-16603	46	55	activity	activity	NOUN
crl-16603	46	56	to	to	PART
crl-16603	46	57	learn	learn	VERB
crl-16603	46	58	what	what	PRON
crl-16603	46	59	campus	campus	NOUN
crl-16603	46	60	services	service	NOUN
crl-16603	46	61	and	and	CCONJ
crl-16603	46	62	events	event	NOUN
crl-16603	46	63	they	they	PRON
crl-16603	46	64	are	be	AUX
crl-16603	46	65	participating	participate	VERB
crl-16603	46	66	in	in	ADP
crl-16603	46	67	and	and	CCONJ
crl-16603	46	68	when.32	when.32	VERB
crl-16603	46	69	similarly	similarly	ADV
crl-16603	46	70	,	,	PUNCT
crl-16603	46	71	campuses	campus	NOUN
crl-16603	46	72	such	such	ADJ
crl-16603	46	73	as	as	ADP
crl-16603	46	74	northern	northern	PROPN
crl-16603	46	75	arizona	arizona	PROPN
crl-16603	46	76	university	university	PROPN
crl-16603	46	77	have	have	AUX
crl-16603	46	78	moved	move	VERB
crl-16603	46	79	to	to	PART
crl-16603	46	80	automate	automate	VERB
crl-16603	46	81	attendance	attendance	NOUN
crl-16603	46	82	tracking	track	VERB
crl-16603	46	83	via	via	ADP
crl-16603	46	84	rfid	rfid	ADJ
crl-16603	46	85	technologies	technology	NOUN
crl-16603	46	86	,	,	PUNCT
crl-16603	46	87	arguing	argue	VERB
crl-16603	46	88	that	that	SCONJ
crl-16603	46	89	attendance	attendance	NOUN
crl-16603	46	90	correlates	correlate	VERB
crl-16603	46	91	with	with	ADP
crl-16603	46	92	higher	high	ADJ
crl-16603	46	93	academic	academic	ADJ
crl-16603	46	94	achievement.33	achievement.33	ADP
crl-16603	46	95	some	some	DET
crl-16603	46	96	universities	university	NOUN
crl-16603	46	97	automatically	automatically	ADV
crl-16603	46	98	notify	notify	VERB
crl-16603	46	99	a	a	DET
crl-16603	46	100	student	student	NOUN
crl-16603	46	101	’s	’s	NUM
crl-16603	46	102	advisor	advisor	NOUN
crl-16603	46	103	when	when	SCONJ
crl-16603	46	104	an	an	DET
crl-16603	46	105	attendance	attendance	NOUN
crl-16603	46	106	system	system	NOUN
crl-16603	46	107	records	record	VERB
crl-16603	46	108	multiple	multiple	ADJ
crl-16603	46	109	absences.34	absences.34	NOUN
crl-16603	46	110	others	other	NOUN
crl-16603	46	111	like	like	ADP
crl-16603	46	112	class120	class120	NOUN
crl-16603	46	113	use	use	VERB
crl-16603	46	114	mobile	mobile	NOUN
crl-16603	46	115	applications	application	NOUN
crl-16603	46	116	’	'	PUNCT
crl-16603	46	117	geolocation	geolocation	NOUN
crl-16603	46	118	ability	ability	NOUN
crl-16603	46	119	to	to	PART
crl-16603	46	120	create	create	VERB
crl-16603	46	121	“	"	PUNCT
crl-16603	46	122	digital	digital	ADJ
crl-16603	46	123	fences	fence	NOUN
crl-16603	46	124	”	"	PUNCT
crl-16603	46	125	around	around	ADP
crl-16603	46	126	classroom	classroom	NOUN
crl-16603	46	127	areas	area	NOUN
crl-16603	46	128	.	.	PUNCT
crl-16603	47	1	when	when	SCONJ
crl-16603	47	2	students	student	NOUN
crl-16603	47	3	are	be	AUX
crl-16603	47	4	not	not	PART
crl-16603	47	5	inside	inside	ADP
crl-16603	47	6	the	the	DET
crl-16603	47	7	fence	fence	NOUN
crl-16603	47	8	when	when	SCONJ
crl-16603	47	9	the	the	DET
crl-16603	47	10	class	class	NOUN
crl-16603	47	11	is	be	AUX
crl-16603	47	12	in	in	ADP
crl-16603	47	13	session	session	NOUN
crl-16603	47	14	,	,	PUNCT
crl-16603	47	15	the	the	DET
crl-16603	47	16	system	system	NOUN
crl-16603	47	17	marks	mark	VERB
crl-16603	47	18	them	they	PRON
crl-16603	47	19	absent	absent	ADJ
crl-16603	47	20	and	and	CCONJ
crl-16603	47	21	can	can	AUX
crl-16603	47	22	alert	alert	VERB
crl-16603	47	23	institutional	institutional	ADJ
crl-16603	47	24	representatives	representative	NOUN
crl-16603	47	25	—	—	PUNCT
crl-16603	47	26	or	or	CCONJ
crl-16603	47	27	even	even	ADV
crl-16603	47	28	the	the	DET
crl-16603	47	29	students	student	NOUN
crl-16603	47	30	’	’	PART
crl-16603	47	31	parents.35	parents.35	NOUN
crl-16603	47	32	advising	advise	VERB
crl-16603	47	33	is	be	AUX
crl-16603	47	34	a	a	DET
crl-16603	47	35	key	key	ADJ
crl-16603	47	36	variable	variable	NOUN
crl-16603	47	37	in	in	ADP
crl-16603	47	38	student	student	NOUN
crl-16603	47	39	academic	academic	ADJ
crl-16603	47	40	achievement,36	achievement,36	ADV
crl-16603	47	41	so	so	SCONJ
crl-16603	47	42	matching	match	VERB
crl-16603	47	43	students	student	NOUN
crl-16603	47	44	with	with	ADP
crl-16603	47	45	the	the	DET
crl-16603	47	46	most	most	ADV
crl-16603	47	47	appropriate	appropriate	ADJ
crl-16603	47	48	academic	academic	ADJ
crl-16603	47	49	path	path	NOUN
crl-16603	47	50	is	be	AUX
crl-16603	47	51	often	often	ADV
crl-16603	47	52	a	a	DET
crl-16603	47	53	driving	drive	VERB
crl-16603	47	54	goal	goal	NOUN
crl-16603	47	55	for	for	ADP
crl-16603	47	56	la	la	ADJ
crl-16603	47	57	initiatives	initiative	NOUN
crl-16603	47	58	.	.	PUNCT
crl-16603	48	1	heis	heis	PROPN
crl-16603	48	2	have	have	AUX
crl-16603	48	3	turned	turn	VERB
crl-16603	48	4	to	to	ADP
crl-16603	48	5	eadvising	eadvising	NOUN
crl-16603	48	6	systems	system	NOUN
crl-16603	48	7	that	that	PRON
crl-16603	48	8	use	use	VERB
crl-16603	48	9	big	big	ADJ
crl-16603	48	10	data	datum	NOUN
crl-16603	48	11	tools	tool	NOUN
crl-16603	48	12	and	and	CCONJ
crl-16603	48	13	techniques	technique	NOUN
crl-16603	48	14	to	to	PART
crl-16603	48	15	analyze	analyze	VERB
crl-16603	48	16	student	student	NOUN
crl-16603	48	17	profiles	profile	NOUN
crl-16603	48	18	,	,	PUNCT
crl-16603	48	19	predict	predict	VERB
crl-16603	48	20	a	a	DET
crl-16603	48	21	student	student	NOUN
crl-16603	48	22	’s	’s	PART
crl-16603	48	23	chances	chance	NOUN
crl-16603	48	24	of	of	ADP
crl-16603	48	25	success	success	NOUN
crl-16603	48	26	,	,	PUNCT
crl-16603	48	27	and	and	CCONJ
crl-16603	48	28	suggest	suggest	VERB
crl-16603	48	29	interventions	intervention	NOUN
crl-16603	48	30	to	to	PART
crl-16603	48	31	keep	keep	VERB
crl-16603	48	32	them	they	PRON
crl-16603	48	33	on	on	ADP
crl-16603	48	34	track	track	NOUN
crl-16603	48	35	to	to	ADP
crl-16603	48	36	graduation	graduation	NOUN
crl-16603	48	37	.	.	PUNCT
crl-16603	49	1	systems	system	NOUN
crl-16603	49	2	like	like	ADP
crl-16603	49	3	degree	degree	NOUN
crl-16603	49	4	compass	compass	NOUN
crl-16603	49	5	consider	consider	VERB
crl-16603	49	6	a	a	DET
crl-16603	49	7	student	student	NOUN
crl-16603	49	8	’s	’s	NOUN
crl-16603	49	9	selected	select	VERB
crl-16603	49	10	major	major	ADJ
crl-16603	49	11	and	and	CCONJ
crl-16603	49	12	his	his	PRON
crl-16603	49	13	or	or	CCONJ
crl-16603	49	14	her	her	PRON
crl-16603	49	15	achievement	achievement	NOUN
crl-16603	49	16	in	in	ADP
crl-16603	49	17	past	past	ADJ
crl-16603	49	18	courses	course	NOUN
crl-16603	49	19	,	,	PUNCT
crl-16603	49	20	comparing	compare	VERB
crl-16603	49	21	that	that	DET
crl-16603	49	22	achievement	achievement	NOUN
crl-16603	49	23	with	with	ADP
crl-16603	49	24	similar	similar	ADJ
crl-16603	49	25	peers.37	peers.37	NOUN
crl-16603	49	26	the	the	DET
crl-16603	49	27	system	system	NOUN
crl-16603	49	28	then	then	ADV
crl-16603	49	29	nudges	nudge	VERB
crl-16603	49	30	students	student	NOUN
crl-16603	49	31	to	to	PART
crl-16603	49	32	enroll	enroll	VERB
crl-16603	49	33	in	in	ADP
crl-16603	49	34	particular	particular	ADJ
crl-16603	49	35	classes	class	NOUN
crl-16603	49	36	that	that	PRON
crl-16603	49	37	“	"	PUNCT
crl-16603	49	38	will	will	AUX
crl-16603	49	39	best	good	ADJ
crl-16603	49	40	help	help	VERB
crl-16603	49	41	undergraduates	undergraduate	NOUN
crl-16603	49	42	move	move	VERB
crl-16603	49	43	through	through	ADP
crl-16603	49	44	their	their	PRON
crl-16603	49	45	programs	program	NOUN
crl-16603	49	46	of	of	ADP
crl-16603	49	47	study	study	NOUN
crl-16603	49	48	most	most	ADV
crl-16603	49	49	successfully	successfully	ADV
crl-16603	49	50	—	—	PUNCT
crl-16603	49	51	and	and	CCONJ
crl-16603	49	52	most	most	ADV
crl-16603	49	53	expeditiously	expeditiously	ADV
crl-16603	49	54	.	.	PUNCT
crl-16603	50	1	”38	”38	PROPN
crl-16603	50	2	other	other	ADJ
crl-16603	50	3	systems	system	NOUN
crl-16603	50	4	penalize	penalize	VERB
crl-16603	50	5	students	student	NOUN
crl-16603	50	6	for	for	ADP
crl-16603	50	7	not	not	PART
crl-16603	50	8	making	make	VERB
crl-16603	50	9	adequate	adequate	ADJ
crl-16603	50	10	progress	progress	NOUN
crl-16603	50	11	on	on	ADP
crl-16603	50	12	their	their	PRON
crl-16603	50	13	degrees	degree	NOUN
crl-16603	50	14	or	or	CCONJ
crl-16603	50	15	enrolling	enrol	VERB
crl-16603	50	16	in	in	ADP
crl-16603	50	17	courses	course	NOUN
crl-16603	50	18	not	not	PART
crl-16603	50	19	recommended	recommend	VERB
crl-16603	50	20	to	to	PART
crl-16603	50	21	them.39	them.39	VERB
crl-16603	50	22	repercussions	repercussion	NOUN
crl-16603	50	23	include	include	VERB
crl-16603	50	24	forcing	force	VERB
crl-16603	50	25	students	student	NOUN
crl-16603	50	26	to	to	PART
crl-16603	50	27	meet	meet	VERB
crl-16603	50	28	with	with	ADP
crl-16603	50	29	advisors	advisor	NOUN
crl-16603	50	30	or	or	CCONJ
crl-16603	50	31	choose	choose	VERB
crl-16603	50	32	a	a	DET
crl-16603	50	33	new	new	ADJ
crl-16603	50	34	major	major	NOUN
crl-16603	50	35	.	.	PUNCT
crl-16603	51	1	learning	learn	VERB
crl-16603	51	2	management	management	NOUN
crl-16603	51	3	systems	system	NOUN
crl-16603	51	4	(	(	PUNCT
crl-16603	51	5	lmss	lmss	PROPN
crl-16603	51	6	)	)	PUNCT
crl-16603	51	7	,	,	PUNCT
crl-16603	51	8	where	where	SCONJ
crl-16603	51	9	instructors	instructor	NOUN
crl-16603	51	10	facilitate	facilitate	VERB
crl-16603	51	11	online	online	ADJ
crl-16603	51	12	learning	learning	NOUN
crl-16603	51	13	experiences	experience	NOUN
crl-16603	51	14	for	for	ADP
crl-16603	51	15	distance	distance	NOUN
crl-16603	51	16	and	and	CCONJ
crl-16603	51	17	on	on	ADP
crl-16603	51	18	-	-	PUNCT
crl-16603	51	19	campus	campus	NOUN
crl-16603	51	20	students	student	NOUN
crl-16603	51	21	alike	alike	ADV
crl-16603	51	22	,	,	PUNCT
crl-16603	51	23	often	often	ADV
crl-16603	51	24	include	include	VERB
crl-16603	51	25	relatively	relatively	ADV
crl-16603	51	26	mature	mature	ADJ
crl-16603	51	27	la	la	ADJ
crl-16603	51	28	technology	technology	NOUN
crl-16603	51	29	.	.	PUNCT
crl-16603	52	1	these	these	DET
crl-16603	52	2	spaces	space	NOUN
crl-16603	52	3	capture	capture	VERB
crl-16603	52	4	metadata	metadata	PROPN
crl-16603	52	5	related	relate	VERB
crl-16603	52	6	to	to	ADP
crl-16603	52	7	system	system	NOUN
crl-16603	52	8	ingress	ingress	NOUN
crl-16603	52	9	and	and	CCONJ
crl-16603	52	10	egress	egress	NOUN
crl-16603	52	11	and	and	CCONJ
crl-16603	52	12	student	student	NOUN
crl-16603	52	13	interactions	interaction	NOUN
crl-16603	52	14	with	with	ADP
crl-16603	52	15	peers	peer	NOUN
crl-16603	52	16	and	and	CCONJ
crl-16603	52	17	learning	learning	NOUN
crl-16603	52	18	objects	object	NOUN
crl-16603	52	19	,	,	PUNCT
crl-16603	52	20	in	in	ADP
crl-16603	52	21	addition	addition	NOUN
crl-16603	52	22	to	to	ADP
crl-16603	52	23	content	content	NOUN
crl-16603	52	24	that	that	SCONJ
crl-16603	52	25	students	student	NOUN
crl-16603	52	26	create	create	VERB
crl-16603	52	27	and	and	CCONJ
crl-16603	52	28	grades	grade	NOUN
crl-16603	52	29	they	they	PRON
crl-16603	52	30	earn	earn	VERB
crl-16603	52	31	.	.	PUNCT
crl-16603	53	1	la	la	ADJ
crl-16603	53	2	tools	tool	NOUN
crl-16603	53	3	like	like	ADP
crl-16603	53	4	course	course	NOUN
crl-16603	53	5	signals	signal	NOUN
crl-16603	53	6	or	or	CCONJ
crl-16603	53	7	desire2learn	desire2learn	VERB
crl-16603	53	8	’s	’s	NUM
crl-16603	53	9	insights	insight	NOUN
crl-16603	53	10	measure	measure	VERB
crl-16603	53	11	student	student	NOUN
crl-16603	53	12	progress	progress	NOUN
crl-16603	53	13	and	and	CCONJ
crl-16603	53	14	peer	peer	NOUN
crl-16603	53	15	engagement	engagement	NOUN
crl-16603	53	16	via	via	ADP
crl-16603	53	17	social	social	ADJ
crl-16603	53	18	network	network	NOUN
crl-16603	53	19	graphs	graph	NOUN
crl-16603	53	20	,	,	PUNCT
crl-16603	53	21	and	and	CCONJ
crl-16603	53	22	from	from	ADP
crl-16603	53	23	these	these	DET
crl-16603	53	24	data	datum	NOUN
crl-16603	53	25	try	try	VERB
crl-16603	53	26	to	to	PART
crl-16603	53	27	identify	identify	VERB
crl-16603	53	28	at	at	ADP
crl-16603	53	29	-	-	PUNCT
crl-16603	53	30	risk	risk	NOUN
crl-16603	53	31	students	student	NOUN
crl-16603	53	32	.	.	PUNCT
crl-16603	54	1	purdue	purdue	PROPN
crl-16603	54	2	university	university	PROPN
crl-16603	54	3	’s	’s	PART
crl-16603	54	4	institutional	institutional	ADJ
crl-16603	54	5	research	research	NOUN
crl-16603	54	6	on	on	ADP
crl-16603	54	7	their	their	PRON
crl-16603	54	8	implementation	implementation	NOUN
crl-16603	54	9	of	of	ADP
crl-16603	54	10	course	course	NOUN
crl-16603	54	11	signals	signal	NOUN
crl-16603	54	12	found	find	VERB
crl-16603	54	13	that	that	SCONJ
crl-16603	54	14	it	it	PRON
crl-16603	54	15	improved	improve	VERB
crl-16603	54	16	retention	retention	NOUN
crl-16603	54	17	,	,	PUNCT
crl-16603	54	18	graduation	graduation	NOUN
crl-16603	54	19	rates	rate	NOUN
crl-16603	54	20	,	,	PUNCT
crl-16603	54	21	and	and	CCONJ
crl-16603	54	22	grades,40	grades,40	VERB
crl-16603	54	23	though	though	SCONJ
crl-16603	54	24	some	some	PRON
crl-16603	54	25	have	have	AUX
crl-16603	54	26	called	call	VERB
crl-16603	54	27	into	into	ADP
crl-16603	54	28	question	question	NOUN
crl-16603	54	29	the	the	DET
crl-16603	54	30	statistical	statistical	ADJ
crl-16603	54	31	validity	validity	NOUN
crl-16603	54	32	of	of	ADP
crl-16603	54	33	the	the	DET
crl-16603	54	34	university	university	NOUN
crl-16603	54	35	’s	’s	NOUN
crl-16603	54	36	findings.41	findings.41	NOUN
crl-16603	54	37	some	some	DET
crl-16603	54	38	institutions	institution	NOUN
crl-16603	54	39	and	and	CCONJ
crl-16603	54	40	researchers	researcher	NOUN
crl-16603	54	41	seek	seek	VERB
crl-16603	54	42	to	to	PART
crl-16603	54	43	augment	augment	VERB
crl-16603	54	44	learner	learner	NOUN
crl-16603	54	45	data	datum	NOUN
crl-16603	54	46	in	in	ADP
crl-16603	54	47	lmss	lmss	PROPN
crl-16603	54	48	with	with	ADP
crl-16603	54	49	biometric	biometric	ADJ
crl-16603	54	50	and	and	CCONJ
crl-16603	54	51	other	other	ADJ
crl-16603	54	52	sensor	sensor	NOUN
crl-16603	54	53	data	datum	NOUN
crl-16603	54	54	from	from	ADP
crl-16603	54	55	fitness	fitness	NOUN
crl-16603	54	56	trackers	tracker	NOUN
crl-16603	54	57	.	.	PUNCT
crl-16603	55	1	oral	oral	PROPN
crl-16603	55	2	roberts	roberts	PROPN
crl-16603	55	3	university	university	PROPN
crl-16603	55	4	now	now	ADV
crl-16603	55	5	pressures	pressure	VERB
crl-16603	55	6	its	its	PRON
crl-16603	55	7	incoming	incoming	ADJ
crl-16603	55	8	classes	class	NOUN
crl-16603	55	9	to	to	PART
crl-16603	55	10	purchase	purchase	VERB
crl-16603	55	11	fitbits	fitbit	NOUN
crl-16603	55	12	,	,	PUNCT
crl-16603	55	13	arguing	argue	VERB
crl-16603	55	14	that	that	SCONJ
crl-16603	55	15	measuring	measure	VERB
crl-16603	55	16	student	student	NOUN
crl-16603	55	17	movement	movement	NOUN
crl-16603	55	18	is	be	AUX
crl-16603	55	19	part	part	NOUN
crl-16603	55	20	and	and	CCONJ
crl-16603	55	21	parcel	parcel	NOUN
crl-16603	55	22	of	of	ADP
crl-16603	55	23	fulfilling	fulfil	VERB
crl-16603	55	24	the	the	DET
crl-16603	55	25	institution	institution	NOUN
crl-16603	55	26	’s	’s	PART
crl-16603	55	27	mission	mission	NOUN
crl-16603	55	28	of	of	ADP
crl-16603	55	29	educating	educate	VERB
crl-16603	55	30	the	the	DET
crl-16603	55	31	mind	mind	NOUN
crl-16603	55	32	as	as	ADV
crl-16603	55	33	well	well	ADV
crl-16603	55	34	as	as	ADP
crl-16603	55	35	308	308	NUM
crl-16603	55	36	college	college	PROPN
crl-16603	55	37	&	&	CCONJ
crl-16603	55	38	research	research	PROPN
crl-16603	55	39	libraries	library	NOUN
crl-16603	55	40	april	april	PROPN
crl-16603	55	41	2018	2018	NUM
crl-16603	55	42	the	the	DET
crl-16603	55	43	body	body	NOUN
crl-16603	55	44	and	and	CCONJ
crl-16603	55	45	spirit.42	spirit.42	NOUN
crl-16603	55	46	step	step	NOUN
crl-16603	55	47	and	and	CCONJ
crl-16603	55	48	heart	heart	NOUN
crl-16603	55	49	-	-	PUNCT
crl-16603	55	50	rate	rate	NOUN
crl-16603	55	51	data	datum	NOUN
crl-16603	55	52	from	from	ADP
crl-16603	55	53	the	the	DET
crl-16603	55	54	fitbits	fitbit	NOUN
crl-16603	55	55	are	be	AUX
crl-16603	55	56	automatically	automatically	ADV
crl-16603	55	57	sent	send	VERB
crl-16603	55	58	to	to	ADP
crl-16603	55	59	the	the	DET
crl-16603	55	60	lms	lm	NOUN
crl-16603	55	61	and	and	CCONJ
crl-16603	55	62	graded	grade	VERB
crl-16603	55	63	,	,	PUNCT
crl-16603	55	64	but	but	CCONJ
crl-16603	55	65	grades	grade	NOUN
crl-16603	55	66	are	be	AUX
crl-16603	55	67	lowered	lower	VERB
crl-16603	55	68	if	if	SCONJ
crl-16603	55	69	they	they	PRON
crl-16603	55	70	opt	opt	VERB
crl-16603	55	71	out.43	out.43	ADJ
crl-16603	55	72	similarly	similarly	ADV
crl-16603	55	73	,	,	PUNCT
crl-16603	55	74	the	the	DET
crl-16603	55	75	bill	bill	NOUN
crl-16603	55	76	and	and	CCONJ
crl-16603	55	77	melinda	melinda	PROPN
crl-16603	55	78	gates	gates	PROPN
crl-16603	55	79	foundation	foundation	NOUN
crl-16603	55	80	has	have	AUX
crl-16603	55	81	funded	fund	VERB
crl-16603	55	82	$	$	SYM
crl-16603	55	83	1.4	1.4	NUM
crl-16603	55	84	million	million	NUM
crl-16603	55	85	in	in	ADP
crl-16603	55	86	research	research	NOUN
crl-16603	55	87	to	to	PART
crl-16603	55	88	build	build	VERB
crl-16603	55	89	and	and	CCONJ
crl-16603	55	90	develop	develop	VERB
crl-16603	55	91	a	a	DET
crl-16603	55	92	so	so	ADV
crl-16603	55	93	-	-	PUNCT
crl-16603	55	94	called	call	VERB
crl-16603	55	95	“	"	PUNCT
crl-16603	55	96	engagement	engagement	NOUN
crl-16603	55	97	pedometer	pedometer	NOUN
crl-16603	55	98	,	,	PUNCT
crl-16603	55	99	”	"	PUNCT
crl-16603	55	100	which	which	PRON
crl-16603	55	101	uses	use	VERB
crl-16603	55	102	galvanic	galvanic	ADJ
crl-16603	55	103	skin	skin	NOUN
crl-16603	55	104	response	response	NOUN
crl-16603	55	105	sensors	sensor	NOUN
crl-16603	55	106	to	to	PART
crl-16603	55	107	inform	inform	VERB
crl-16603	55	108	instructors	instructor	NOUN
crl-16603	55	109	in	in	ADP
crl-16603	55	110	real	real	ADJ
crl-16603	55	111	time	time	NOUN
crl-16603	55	112	“	"	PUNCT
crl-16603	55	113	which	which	DET
crl-16603	55	114	kids	kid	NOUN
crl-16603	55	115	are	be	AUX
crl-16603	55	116	tuned	tune	VERB
crl-16603	55	117	in	in	ADV
crl-16603	55	118	and	and	CCONJ
crl-16603	55	119	which	which	PRON
crl-16603	55	120	are	be	AUX
crl-16603	55	121	zoned	zone	VERB
crl-16603	55	122	out	out	ADP
crl-16603	55	123	.	.	PUNCT
crl-16603	55	124	”44	”44	NOUN
crl-16603	56	1	in	in	ADP
crl-16603	56	2	the	the	DET
crl-16603	56	3	same	same	ADJ
crl-16603	56	4	vein	vein	NOUN
crl-16603	56	5	,	,	PUNCT
crl-16603	56	6	emerging	emerge	VERB
crl-16603	56	7	research	research	NOUN
crl-16603	56	8	is	be	AUX
crl-16603	56	9	adapting	adapt	VERB
crl-16603	56	10	facial	facial	ADJ
crl-16603	56	11	recognition	recognition	NOUN
crl-16603	56	12	software	software	NOUN
crl-16603	56	13	to	to	PART
crl-16603	56	14	manage	manage	VERB
crl-16603	56	15	attendance	attendance	NOUN
crl-16603	56	16	-	-	PUNCT
crl-16603	56	17	taking	taking	NOUN
crl-16603	56	18	in	in	ADP
crl-16603	56	19	large	large	ADJ
crl-16603	56	20	classrooms	classroom	NOUN
crl-16603	56	21	and	and	CCONJ
crl-16603	56	22	determine	determine	VERB
crl-16603	56	23	how	how	SCONJ
crl-16603	56	24	engaged	engaged	ADJ
crl-16603	56	25	students	student	NOUN
crl-16603	56	26	are	be	AUX
crl-16603	56	27	in	in	ADP
crl-16603	56	28	lessons	lesson	NOUN
crl-16603	56	29	by	by	ADP
crl-16603	56	30	analyzing	analyze	VERB
crl-16603	56	31	facial	facial	ADJ
crl-16603	56	32	movements.45	movements.45	NOUN
crl-16603	56	33	other	other	ADJ
crl-16603	56	34	research	research	NOUN
crl-16603	56	35	used	use	VERB
crl-16603	56	36	passive	passive	ADJ
crl-16603	56	37	sensors	sensor	NOUN
crl-16603	56	38	from	from	ADP
crl-16603	56	39	mobile	mobile	ADJ
crl-16603	56	40	phones	phone	NOUN
crl-16603	56	41	to	to	PART
crl-16603	56	42	infer	infer	VERB
crl-16603	56	43	social	social	ADJ
crl-16603	56	44	and	and	CCONJ
crl-16603	56	45	study	study	NOUN
crl-16603	56	46	behaviors	behavior	NOUN
crl-16603	56	47	by	by	ADP
crl-16603	56	48	analyzing	analyze	VERB
crl-16603	56	49	conversations	conversation	NOUN
crl-16603	56	50	and	and	CCONJ
crl-16603	56	51	gps	gps	NOUN
crl-16603	56	52	-	-	PUNCT
crl-16603	56	53	plotted	plot	VERB
crl-16603	56	54	movements.46	movements.46	NOUN
crl-16603	56	55	the	the	DET
crl-16603	56	56	data	datum	NOUN
crl-16603	56	57	were	be	AUX
crl-16603	56	58	then	then	ADV
crl-16603	56	59	correlated	correlate	VERB
crl-16603	56	60	with	with	ADP
crl-16603	56	61	grade	grade	NOUN
crl-16603	56	62	point	point	NOUN
crl-16603	56	63	averages	average	NOUN
crl-16603	56	64	to	to	PART
crl-16603	56	65	determine	determine	VERB
crl-16603	56	66	what	what	DET
crl-16603	56	67	kind	kind	NOUN
crl-16603	56	68	of	of	ADP
crl-16603	56	69	behaviors	behavior	NOUN
crl-16603	56	70	related	relate	VERB
crl-16603	56	71	to	to	ADP
crl-16603	56	72	higher	high	ADJ
crl-16603	56	73	grade	grade	NOUN
crl-16603	56	74	outcomes	outcome	NOUN
crl-16603	56	75	.	.	PUNCT
crl-16603	57	1	analytics	analytic	NOUN
crl-16603	57	2	from	from	ADP
crl-16603	57	3	emerging	emerge	VERB
crl-16603	57	4	flows	flow	NOUN
crl-16603	57	5	of	of	ADP
crl-16603	57	6	student	student	NOUN
crl-16603	57	7	information	information	NOUN
crl-16603	57	8	are	be	AUX
crl-16603	57	9	usually	usually	ADV
crl-16603	57	10	accessible	accessible	ADJ
crl-16603	57	11	to	to	ADP
crl-16603	57	12	institutional	institutional	ADJ
crl-16603	57	13	actors	actor	NOUN
crl-16603	57	14	(	(	PUNCT
crl-16603	57	15	such	such	ADJ
crl-16603	57	16	as	as	ADP
crl-16603	57	17	instructors	instructor	NOUN
crl-16603	57	18	,	,	PUNCT
crl-16603	57	19	advisors	advisor	NOUN
crl-16603	57	20	,	,	PUNCT
crl-16603	57	21	and	and	CCONJ
crl-16603	57	22	administrators	administrator	NOUN
crl-16603	57	23	)	)	PUNCT
crl-16603	57	24	only	only	ADV
crl-16603	57	25	,	,	PUNCT
crl-16603	57	26	though	though	SCONJ
crl-16603	57	27	some	some	DET
crl-16603	57	28	proponents	proponent	NOUN
crl-16603	57	29	of	of	ADP
crl-16603	57	30	la	la	PROPN
crl-16603	57	31	argue	argue	VERB
crl-16603	57	32	that	that	SCONJ
crl-16603	57	33	enabling	enable	VERB
crl-16603	57	34	students	student	NOUN
crl-16603	57	35	to	to	PART
crl-16603	57	36	view	view	VERB
crl-16603	57	37	their	their	PRON
crl-16603	57	38	data	data	NOUN
crl-16603	57	39	dashboards	dashboard	NOUN
crl-16603	57	40	could	could	AUX
crl-16603	57	41	reap	reap	VERB
crl-16603	57	42	benefits	benefit	NOUN
crl-16603	57	43	.	.	PUNCT
crl-16603	58	1	couched	couch	VERB
crl-16603	58	2	in	in	ADP
crl-16603	58	3	terms	term	NOUN
crl-16603	58	4	of	of	ADP
crl-16603	58	5	the	the	DET
crl-16603	58	6	quantified	quantify	VERB
crl-16603	58	7	-	-	PUNCT
crl-16603	58	8	self	self	NOUN
crl-16603	58	9	movement	movement	NOUN
crl-16603	58	10	,	,	PUNCT
crl-16603	58	11	researchers	researcher	NOUN
crl-16603	58	12	argue	argue	VERB
crl-16603	58	13	that	that	SCONJ
crl-16603	58	14	visualizing	visualize	VERB
crl-16603	58	15	learning	learn	VERB
crl-16603	58	16	progress	progress	NOUN
crl-16603	58	17	and	and	CCONJ
crl-16603	58	18	behaviors	behavior	NOUN
crl-16603	58	19	can	can	AUX
crl-16603	58	20	improve	improve	VERB
crl-16603	58	21	student	student	NOUN
crl-16603	58	22	decisions	decision	NOUN
crl-16603	58	23	,	,	PUNCT
crl-16603	58	24	motivate	motivate	VERB
crl-16603	58	25	them	they	PRON
crl-16603	58	26	,	,	PUNCT
crl-16603	58	27	and	and	CCONJ
crl-16603	58	28	enhance	enhance	VERB
crl-16603	58	29	their	their	PRON
crl-16603	58	30	autonomy	autonomy	NOUN
crl-16603	58	31	as	as	ADV
crl-16603	58	32	well	well	ADV
crl-16603	58	33	as	as	ADP
crl-16603	58	34	enabling	enable	VERB
crl-16603	58	35	them	they	PRON
crl-16603	58	36	to	to	PART
crl-16603	58	37	set	set	VERB
crl-16603	58	38	goals	goal	NOUN
crl-16603	58	39	and	and	CCONJ
crl-16603	58	40	see	see	VERB
crl-16603	58	41	how	how	SCONJ
crl-16603	58	42	behavioral	behavioral	ADJ
crl-16603	58	43	changes	change	NOUN
crl-16603	58	44	affect	affect	VERB
crl-16603	58	45	learning	learn	VERB
crl-16603	58	46	outcomes.47	outcomes.47	ADP
crl-16603	58	47	la	la	PROPN
crl-16603	58	48	tools	tool	NOUN
crl-16603	58	49	like	like	ADP
crl-16603	58	50	purdue	purdue	PROPN
crl-16603	58	51	university	university	NOUN
crl-16603	58	52	’s	’s	PART
crl-16603	58	53	“	"	PUNCT
crl-16603	58	54	pattern	pattern	NOUN
crl-16603	58	55	”	"	PUNCT
crl-16603	58	56	mobile	mobile	ADJ
crl-16603	58	57	application	application	NOUN
crl-16603	58	58	are	be	AUX
crl-16603	58	59	beginning	begin	VERB
crl-16603	58	60	to	to	PART
crl-16603	58	61	integrate	integrate	VERB
crl-16603	58	62	graphs	graph	NOUN
crl-16603	58	63	and	and	CCONJ
crl-16603	58	64	metrics	metric	NOUN
crl-16603	58	65	to	to	PART
crl-16603	58	66	inform	inform	VERB
crl-16603	58	67	students	student	NOUN
crl-16603	58	68	of	of	ADP
crl-16603	58	69	their	their	PRON
crl-16603	58	70	progress	progress	NOUN
crl-16603	58	71	and	and	CCONJ
crl-16603	58	72	how	how	SCONJ
crl-16603	58	73	they	they	PRON
crl-16603	58	74	compare	compare	VERB
crl-16603	58	75	with	with	ADP
crl-16603	58	76	their	their	PRON
crl-16603	58	77	peers	peer	NOUN
crl-16603	58	78	.	.	PUNCT
crl-16603	59	1	to	to	ADP
crl-16603	59	2	date	date	NOUN
crl-16603	59	3	,	,	PUNCT
crl-16603	59	4	the	the	DET
crl-16603	59	5	level	level	NOUN
crl-16603	59	6	of	of	ADP
crl-16603	59	7	access	access	NOUN
crl-16603	59	8	a	a	DET
crl-16603	59	9	student	student	NOUN
crl-16603	59	10	has	have	VERB
crl-16603	59	11	to	to	ADP
crl-16603	59	12	data	datum	NOUN
crl-16603	59	13	and	and	CCONJ
crl-16603	59	14	analytics	analytic	NOUN
crl-16603	59	15	about	about	ADP
crl-16603	59	16	herself	herself	PRON
crl-16603	59	17	is	be	AUX
crl-16603	59	18	still	still	ADV
crl-16603	59	19	low	low	ADJ
crl-16603	59	20	,	,	PUNCT
crl-16603	59	21	but	but	CCONJ
crl-16603	59	22	access	access	NOUN
crl-16603	59	23	by	by	ADP
crl-16603	59	24	institutional	institutional	ADJ
crl-16603	59	25	actors	actor	NOUN
crl-16603	59	26	is	be	AUX
crl-16603	59	27	high	high	ADJ
crl-16603	59	28	.	.	PUNCT
crl-16603	60	1	academic	academic	ADJ
crl-16603	60	2	libraries	library	NOUN
crl-16603	60	3	,	,	PUNCT
crl-16603	60	4	learning	learn	VERB
crl-16603	60	5	analytics	analytic	NOUN
crl-16603	60	6	,	,	PUNCT
crl-16603	60	7	and	and	CCONJ
crl-16603	60	8	ethical	ethical	ADJ
crl-16603	60	9	challenges	challenge	NOUN
crl-16603	60	10	academic	academic	ADJ
crl-16603	60	11	libraries	library	NOUN
crl-16603	60	12	and	and	CCONJ
crl-16603	60	13	learning	learn	VERB
crl-16603	60	14	analytics	analytic	NOUN
crl-16603	60	15	academic	academic	ADJ
crl-16603	60	16	libraries	library	NOUN
crl-16603	60	17	have	have	AUX
crl-16603	60	18	rigorously	rigorously	ADV
crl-16603	60	19	evaluated	evaluate	VERB
crl-16603	60	20	their	their	PRON
crl-16603	60	21	services	service	NOUN
crl-16603	60	22	and	and	CCONJ
crl-16603	60	23	collections	collection	NOUN
crl-16603	60	24	with	with	ADP
crl-16603	60	25	quantitative	quantitative	ADJ
crl-16603	60	26	and	and	CCONJ
crl-16603	60	27	qualitative	qualitative	ADJ
crl-16603	60	28	methods	method	NOUN
crl-16603	60	29	for	for	ADP
crl-16603	60	30	decades	decade	NOUN
crl-16603	60	31	.	.	PUNCT
crl-16603	61	1	more	more	ADV
crl-16603	61	2	recently	recently	ADV
crl-16603	61	3	,	,	PUNCT
crl-16603	61	4	some	some	DET
crl-16603	61	5	libraries	library	NOUN
crl-16603	61	6	have	have	AUX
crl-16603	61	7	built	build	VERB
crl-16603	61	8	la	la	PRON
crl-16603	61	9	capacity	capacity	NOUN
crl-16603	61	10	to	to	PART
crl-16603	61	11	analyze	analyze	VERB
crl-16603	61	12	student	student	NOUN
crl-16603	61	13	behaviors	behavior	NOUN
crl-16603	61	14	in	in	ADP
crl-16603	61	15	library	library	PROPN
crl-16603	61	16	information	information	NOUN
crl-16603	61	17	systems	system	NOUN
crl-16603	61	18	,	,	PUNCT
crl-16603	61	19	often	often	ADV
crl-16603	61	20	to	to	PART
crl-16603	61	21	attest	attest	VERB
crl-16603	61	22	to	to	ADP
crl-16603	61	23	a	a	DET
crl-16603	61	24	library	library	NOUN
crl-16603	61	25	’s	’s	PART
crl-16603	61	26	value	value	NOUN
crl-16603	61	27	with	with	ADP
crl-16603	61	28	respect	respect	NOUN
crl-16603	61	29	to	to	ADP
crl-16603	61	30	student	student	NOUN
crl-16603	61	31	learning	learn	VERB
crl-16603	61	32	outcomes.48	outcomes.48	NOUN
crl-16603	61	33	research	research	NOUN
crl-16603	61	34	projects	project	NOUN
crl-16603	61	35	have	have	AUX
crl-16603	61	36	begun	begin	VERB
crl-16603	61	37	to	to	PART
crl-16603	61	38	consider	consider	VERB
crl-16603	61	39	the	the	DET
crl-16603	61	40	relationship	relationship	NOUN
crl-16603	61	41	between	between	ADP
crl-16603	61	42	library	library	NOUN
crl-16603	61	43	services	service	NOUN
crl-16603	61	44	and	and	CCONJ
crl-16603	61	45	grades	grade	NOUN
crl-16603	61	46	,	,	PUNCT
crl-16603	61	47	retention	retention	NOUN
crl-16603	61	48	,	,	PUNCT
crl-16603	61	49	and	and	CCONJ
crl-16603	61	50	achievement	achievement	NOUN
crl-16603	61	51	,	,	PUNCT
crl-16603	61	52	representing	represent	VERB
crl-16603	61	53	a	a	DET
crl-16603	61	54	“	"	PUNCT
crl-16603	61	55	significant	significant	ADJ
crl-16603	61	56	turn	turn	NOUN
crl-16603	61	57	”	"	PUNCT
crl-16603	61	58	in	in	ADP
crl-16603	61	59	assessment	assessment	NOUN
crl-16603	61	60	and	and	CCONJ
crl-16603	61	61	evaluation.49	evaluation.49	VERB
crl-16603	61	62	the	the	DET
crl-16603	61	63	shift	shift	NOUN
crl-16603	61	64	from	from	ADP
crl-16603	61	65	studying	study	VERB
crl-16603	61	66	student	student	NOUN
crl-16603	61	67	experience	experience	NOUN
crl-16603	61	68	in	in	ADP
crl-16603	61	69	libraries	library	NOUN
crl-16603	61	70	to	to	PART
crl-16603	61	71	student	student	NOUN
crl-16603	61	72	achievement	achievement	NOUN
crl-16603	61	73	reflects	reflect	VERB
crl-16603	61	74	contemporary	contemporary	ADJ
crl-16603	61	75	pressures	pressure	NOUN
crl-16603	61	76	on	on	ADP
crl-16603	61	77	heis	heis	PROPN
crl-16603	61	78	,	,	PUNCT
crl-16603	61	79	according	accord	VERB
crl-16603	61	80	to	to	ADP
crl-16603	61	81	the	the	DET
crl-16603	61	82	association	association	NOUN
crl-16603	61	83	of	of	ADP
crl-16603	61	84	college	college	PROPN
crl-16603	61	85	and	and	CCONJ
crl-16603	61	86	research	research	NOUN
crl-16603	61	87	libraries.50	libraries.50	NOUN
crl-16603	61	88	its	its	PRON
crl-16603	61	89	report	report	NOUN
crl-16603	61	90	stresses	stress	VERB
crl-16603	61	91	that	that	SCONJ
crl-16603	61	92	libraries	library	NOUN
crl-16603	61	93	are	be	AUX
crl-16603	61	94	under	under	ADP
crl-16603	61	95	increased	increase	VERB
crl-16603	61	96	scrutiny	scrutiny	NOUN
crl-16603	61	97	by	by	ADP
crl-16603	61	98	institutional	institutional	ADJ
crl-16603	61	99	accreditors	accreditor	NOUN
crl-16603	61	100	and	and	CCONJ
crl-16603	61	101	other	other	ADJ
crl-16603	61	102	stakeholders	stakeholder	NOUN
crl-16603	61	103	to	to	PART
crl-16603	61	104	prove	prove	VERB
crl-16603	61	105	that	that	SCONJ
crl-16603	61	106	library	library	NOUN
crl-16603	61	107	practices	practice	NOUN
crl-16603	61	108	are	be	AUX
crl-16603	61	109	aligned	align	VERB
crl-16603	61	110	with	with	ADP
crl-16603	61	111	institutional	institutional	ADJ
crl-16603	61	112	needs	need	NOUN
crl-16603	61	113	and	and	CCONJ
crl-16603	61	114	enable	enable	VERB
crl-16603	61	115	positive	positive	ADJ
crl-16603	61	116	learning	learning	NOUN
crl-16603	61	117	outcomes	outcome	NOUN
crl-16603	61	118	.	.	PUNCT
crl-16603	62	1	duderstadt	duderstadt	NOUN
crl-16603	62	2	argues	argue	VERB
crl-16603	62	3	that	that	SCONJ
crl-16603	62	4	“	"	PUNCT
crl-16603	62	5	the	the	DET
crl-16603	62	6	university	university	NOUN
crl-16603	62	7	library	library	NOUN
crl-16603	62	8	may	may	AUX
crl-16603	62	9	be	be	AUX
crl-16603	62	10	the	the	DET
crl-16603	62	11	most	most	ADV
crl-16603	62	12	important	important	ADJ
crl-16603	62	13	observation	observation	NOUN
crl-16603	62	14	post	post	NOUN
crl-16603	62	15	for	for	ADP
crl-16603	62	16	studying	study	VERB
crl-16603	62	17	how	how	SCONJ
crl-16603	62	18	students	student	NOUN
crl-16603	62	19	really	really	ADV
crl-16603	62	20	learn	learn	VERB
crl-16603	62	21	,	,	PUNCT
crl-16603	62	22	”	"	PUNCT
crl-16603	62	23	such	such	ADJ
crl-16603	62	24	that	that	SCONJ
crl-16603	62	25	joining	join	VERB
crl-16603	62	26	datasets	dataset	NOUN
crl-16603	62	27	within	within	ADP
crl-16603	62	28	and	and	CCONJ
crl-16603	62	29	outside	outside	ADV
crl-16603	62	30	of	of	ADP
crl-16603	62	31	the	the	DET
crl-16603	62	32	library	library	NOUN
crl-16603	62	33	will	will	AUX
crl-16603	62	34	be	be	AUX
crl-16603	62	35	key	key	ADJ
crl-16603	62	36	to	to	ADP
crl-16603	62	37	discovering	discover	VERB
crl-16603	62	38	the	the	DET
crl-16603	62	39	impact	impact	NOUN
crl-16603	62	40	of	of	ADP
crl-16603	62	41	library	library	NOUN
crl-16603	62	42	services	service	NOUN
crl-16603	62	43	and	and	CCONJ
crl-16603	62	44	spaces	space	NOUN
crl-16603	62	45	on	on	ADP
crl-16603	62	46	student	student	NOUN
crl-16603	62	47	learning.51	learning.51	NOUN
crl-16603	62	48	while	while	SCONJ
crl-16603	62	49	libraries	library	NOUN
crl-16603	62	50	and	and	CCONJ
crl-16603	62	51	library	library	NOUN
crl-16603	62	52	researchers	researcher	NOUN
crl-16603	62	53	have	have	AUX
crl-16603	62	54	pursued	pursue	VERB
crl-16603	62	55	data	data	NOUN
crl-16603	62	56	mining	mining	NOUN
crl-16603	62	57	for	for	ADP
crl-16603	62	58	niche	niche	NOUN
crl-16603	62	59	projects,52	projects,52	NOUN
crl-16603	62	60	larger	large	ADJ
crl-16603	62	61	-	-	PUNCT
crl-16603	62	62	scale	scale	NOUN
crl-16603	62	63	,	,	PUNCT
crl-16603	62	64	big	big	ADJ
crl-16603	62	65	data	data	NOUN
crl-16603	62	66	-	-	PUNCT
crl-16603	62	67	style	style	NOUN
crl-16603	62	68	mining	mining	NOUN
crl-16603	62	69	has	have	AUX
crl-16603	62	70	proven	prove	VERB
crl-16603	62	71	difficult	difficult	ADJ
crl-16603	62	72	until	until	SCONJ
crl-16603	62	73	libraries	library	NOUN
crl-16603	62	74	began	begin	VERB
crl-16603	62	75	working	work	VERB
crl-16603	62	76	with	with	ADP
crl-16603	62	77	other	other	ADJ
crl-16603	62	78	campus	campus	NOUN
crl-16603	62	79	departments	department	NOUN
crl-16603	62	80	to	to	PART
crl-16603	62	81	develop	develop	VERB
crl-16603	62	82	data	data	NOUN
crl-16603	62	83	warehouses	warehouse	NOUN
crl-16603	62	84	and	and	CCONJ
crl-16603	62	85	analytic	analytic	ADJ
crl-16603	62	86	capacity.53	capacity.53	NOUN
crl-16603	62	87	for	for	ADP
crl-16603	62	88	instance	instance	NOUN
crl-16603	62	89	,	,	PUNCT
crl-16603	62	90	jantti	jantti	PROPN
crl-16603	62	91	and	and	CCONJ
crl-16603	62	92	cox	cox	PROPN
crl-16603	62	93	joined	join	VERB
crl-16603	62	94	“	"	PUNCT
crl-16603	62	95	as	as	ADV
crl-16603	62	96	many	many	ADJ
crl-16603	62	97	datasets	dataset	NOUN
crl-16603	62	98	as	as	ADP
crl-16603	62	99	ethically	ethically	ADV
crl-16603	62	100	,	,	PUNCT
crl-16603	62	101	politically	politically	ADV
crl-16603	62	102	,	,	PUNCT
crl-16603	62	103	and	and	CCONJ
crl-16603	62	104	technically	technically	ADV
crl-16603	62	105	possible	possible	ADJ
crl-16603	62	106	,	,	PUNCT
crl-16603	62	107	”	"	PUNCT
crl-16603	62	108	mirroring	mirror	VERB
crl-16603	62	109	the	the	DET
crl-16603	62	110	big	big	ADJ
crl-16603	62	111	data	data	NOUN
crl-16603	62	112	ethos	ethos	NOUN
crl-16603	62	113	motivating	motivating	NOUN
crl-16603	62	114	many	many	ADJ
crl-16603	62	115	la	la	ADV
crl-16603	62	116	initiatives.54	initiatives.54	PROPN
crl-16603	62	117	the	the	DET
crl-16603	62	118	huddersfield	huddersfield	PROPN
crl-16603	62	119	university	university	PROPN
crl-16603	62	120	(	(	PUNCT
crl-16603	62	121	hu	hu	PROPN
crl-16603	62	122	)	)	PUNCT
crl-16603	62	123	library	library	PROPN
crl-16603	62	124	impact	impact	NOUN
crl-16603	62	125	data	datum	NOUN
crl-16603	62	126	project	project	NOUN
crl-16603	62	127	(	(	PUNCT
crl-16603	62	128	lidp	lidp	PROPN
crl-16603	62	129	)	)	PUNCT
crl-16603	62	130	sought	seek	VERB
crl-16603	62	131	a	a	DET
crl-16603	62	132	correlation	correlation	NOUN
crl-16603	62	133	between	between	ADP
crl-16603	62	134	library	library	NOUN
crl-16603	62	135	activity	activity	NOUN
crl-16603	62	136	data	datum	NOUN
crl-16603	62	137	and	and	CCONJ
crl-16603	62	138	degree	degree	NOUN
crl-16603	62	139	attainment.55	attainment.55	NOUN
crl-16603	62	140	researchers	researcher	NOUN
crl-16603	62	141	analyzed	analyze	VERB
crl-16603	62	142	circulation	circulation	NOUN
crl-16603	62	143	data	datum	NOUN
crl-16603	62	144	from	from	ADP
crl-16603	62	145	the	the	DET
crl-16603	62	146	university	university	NOUN
crl-16603	62	147	’s	’s	PART
crl-16603	62	148	integrated	integrate	VERB
crl-16603	62	149	library	library	NOUN
crl-16603	62	150	system	system	NOUN
crl-16603	62	151	,	,	PUNCT
crl-16603	62	152	eresource	eresource	NOUN
crl-16603	62	153	access	access	NOUN
crl-16603	62	154	,	,	PUNCT
crl-16603	62	155	and	and	CCONJ
crl-16603	62	156	student	student	NOUN
crl-16603	62	157	entries	entry	NOUN
crl-16603	62	158	into	into	ADP
crl-16603	62	159	the	the	DET
crl-16603	62	160	library	library	NOUN
crl-16603	62	161	.	.	PUNCT
crl-16603	63	1	they	they	PRON
crl-16603	63	2	removed	remove	VERB
crl-16603	63	3	student	student	NOUN
crl-16603	63	4	identifiers	identifier	NOUN
crl-16603	63	5	and	and	CCONJ
crl-16603	63	6	minimized	minimized	ADJ
crl-16603	63	7	datasets	dataset	NOUN
crl-16603	63	8	,	,	PUNCT
crl-16603	63	9	which	which	PRON
crl-16603	63	10	maximized	maximize	VERB
crl-16603	63	11	analyses	analysis	NOUN
crl-16603	63	12	of	of	ADP
crl-16603	63	13	demographic	demographic	ADJ
crl-16603	63	14	and	and	CCONJ
crl-16603	63	15	academic	academic	ADJ
crl-16603	63	16	trends	trend	NOUN
crl-16603	63	17	(	(	PUNCT
crl-16603	63	18	for	for	ADP
crl-16603	63	19	instance	instance	NOUN
crl-16603	63	20	,	,	PUNCT
crl-16603	63	21	to	to	PART
crl-16603	63	22	find	find	VERB
crl-16603	63	23	out	out	ADP
crl-16603	63	24	correlations	correlation	NOUN
crl-16603	63	25	among	among	ADP
crl-16603	63	26	undergraduates	undergraduate	NOUN
crl-16603	63	27	in	in	ADP
crl-16603	63	28	humanities	humanity	NOUN
crl-16603	63	29	departments	department	NOUN
crl-16603	63	30	)	)	PUNCT
crl-16603	63	31	while	while	SCONJ
crl-16603	63	32	nominally	nominally	ADV
crl-16603	63	33	protecting	protect	VERB
crl-16603	63	34	against	against	ADP
crl-16603	63	35	student	student	NOUN
crl-16603	63	36	privacy	privacy	NOUN
crl-16603	63	37	invasions	invasion	NOUN
crl-16603	63	38	.	.	PUNCT
crl-16603	64	1	learning	learn	VERB
crl-16603	64	2	analytics	analytic	NOUN
crl-16603	64	3	and	and	CCONJ
crl-16603	64	4	the	the	DET
crl-16603	64	5	academic	academic	ADJ
crl-16603	64	6	library	library	NOUN
crl-16603	64	7	309	309	NUM
crl-16603	64	8	the	the	DET
crl-16603	64	9	university	university	PROPN
crl-16603	64	10	of	of	ADP
crl-16603	64	11	minnesota	minnesota	PROPN
crl-16603	64	12	–	–	PUNCT
crl-16603	64	13	twin	twin	ADJ
crl-16603	64	14	cities	city	NOUN
crl-16603	64	15	(	(	PUNCT
crl-16603	64	16	um	um	INTJ
crl-16603	64	17	-	-	PUNCT
crl-16603	64	18	tc	tc	NOUN
crl-16603	64	19	)	)	PUNCT
crl-16603	64	20	also	also	ADV
crl-16603	64	21	researched	research	VERB
crl-16603	64	22	the	the	DET
crl-16603	64	23	correlation	correlation	NOUN
crl-16603	64	24	between	between	ADP
crl-16603	64	25	library	library	NOUN
crl-16603	64	26	usage	usage	NOUN
crl-16603	64	27	and	and	CCONJ
crl-16603	64	28	student	student	NOUN
crl-16603	64	29	outcomes	outcome	NOUN
crl-16603	64	30	such	such	ADJ
crl-16603	64	31	as	as	ADP
crl-16603	64	32	retention	retention	NOUN
crl-16603	64	33	and	and	CCONJ
crl-16603	64	34	grade	grade	NOUN
crl-16603	64	35	point	point	NOUN
crl-16603	64	36	average.56	average.56	VERB
crl-16603	64	37	um	um	INTJ
crl-16603	64	38	-	-	PUNCT
crl-16603	64	39	tc	tc	NOUN
crl-16603	64	40	aggregated	aggregated	ADJ
crl-16603	64	41	usage	usage	NOUN
crl-16603	64	42	data	datum	NOUN
crl-16603	64	43	from	from	ADP
crl-16603	64	44	“	"	PUNCT
crl-16603	64	45	as	as	ADV
crl-16603	64	46	many	many	ADJ
crl-16603	64	47	different	different	ADJ
crl-16603	64	48	library	library	NOUN
crl-16603	64	49	services	service	NOUN
crl-16603	64	50	and	and	CCONJ
crl-16603	64	51	resources	resource	NOUN
crl-16603	64	52	as	as	ADP
crl-16603	64	53	possible	possible	ADJ
crl-16603	64	54	,	,	PUNCT
crl-16603	64	55	”	"	PUNCT
crl-16603	64	56	including	include	VERB
crl-16603	64	57	:	:	PUNCT
crl-16603	64	58	circulation	circulation	NOUN
crl-16603	64	59	loans	loan	NOUN
crl-16603	64	60	and	and	CCONJ
crl-16603	64	61	renewals	renewal	NOUN
crl-16603	64	62	;	;	PUNCT
crl-16603	64	63	interlibrary	interlibrary	ADJ
crl-16603	64	64	loan	loan	NOUN
crl-16603	64	65	request	request	NOUN
crl-16603	64	66	;	;	PUNCT
crl-16603	64	67	database	database	PROPN
crl-16603	64	68	,	,	PUNCT
crl-16603	64	69	e	e	NOUN
crl-16603	64	70	-	-	NOUN
crl-16603	64	71	journal	journal	NOUN
crl-16603	64	72	,	,	PUNCT
crl-16603	64	73	e	e	NOUN
crl-16603	64	74	-	-	NOUN
crl-16603	64	75	book	book	NOUN
crl-16603	64	76	,	,	PUNCT
crl-16603	64	77	and	and	CCONJ
crl-16603	64	78	website	website	NOUN
crl-16603	64	79	usage	usage	NOUN
crl-16603	64	80	;	;	PUNCT
crl-16603	64	81	instruction	instruction	NOUN
crl-16603	64	82	activity	activity	NOUN
crl-16603	64	83	such	such	ADJ
crl-16603	64	84	as	as	ADP
crl-16603	64	85	workshop	workshop	NOUN
crl-16603	64	86	registrations	registration	NOUN
crl-16603	64	87	;	;	PUNCT
crl-16603	64	88	and	and	CCONJ
crl-16603	64	89	online	online	ADJ
crl-16603	64	90	reference	reference	NOUN
crl-16603	64	91	transactions.57	transactions.57	PROPN
crl-16603	64	92	whereas	whereas	SCONJ
crl-16603	64	93	hu	hu	PROPN
crl-16603	64	94	stripped	strip	VERB
crl-16603	64	95	identifying	identify	VERB
crl-16603	64	96	characteristics	characteristic	NOUN
crl-16603	64	97	from	from	ADP
crl-16603	64	98	their	their	PRON
crl-16603	64	99	datasets	dataset	NOUN
crl-16603	64	100	,	,	PUNCT
crl-16603	64	101	um	um	INTJ
crl-16603	64	102	-	-	PUNCT
crl-16603	64	103	tc	tc	NOUN
crl-16603	64	104	kept	keep	VERB
crl-16603	64	105	them	they	PRON
crl-16603	64	106	intact	intact	ADJ
crl-16603	64	107	at	at	ADP
crl-16603	64	108	the	the	DET
crl-16603	64	109	“	"	PUNCT
crl-16603	64	110	broad	broad	ADJ
crl-16603	64	111	activity	activity	NOUN
crl-16603	64	112	”	"	PUNCT
crl-16603	64	113	level	level	NOUN
crl-16603	64	114	without	without	ADP
crl-16603	64	115	tracking	track	VERB
crl-16603	64	116	granular	granular	ADJ
crl-16603	64	117	digital	digital	ADJ
crl-16603	64	118	footprints	footprint	NOUN
crl-16603	64	119	.	.	PUNCT
crl-16603	65	1	for	for	ADP
crl-16603	65	2	example	example	NOUN
crl-16603	65	3	,	,	PUNCT
crl-16603	65	4	um	um	INTJ
crl-16603	65	5	-	-	PUNCT
crl-16603	65	6	tc	tc	NOUN
crl-16603	65	7	tracked	track	VERB
crl-16603	65	8	a	a	DET
crl-16603	65	9	student	student	NOUN
crl-16603	65	10	’s	’s	NOUN
crl-16603	65	11	entry	entry	NOUN
crl-16603	65	12	into	into	ADP
crl-16603	65	13	a	a	DET
crl-16603	65	14	database	database	NOUN
crl-16603	65	15	,	,	PUNCT
crl-16603	65	16	but	but	CCONJ
crl-16603	65	17	not	not	PART
crl-16603	65	18	specific	specific	ADJ
crl-16603	65	19	queries	query	NOUN
crl-16603	65	20	;	;	PUNCT
crl-16603	65	21	they	they	PRON
crl-16603	65	22	collected	collect	VERB
crl-16603	65	23	checkout	checkout	NOUN
crl-16603	65	24	data	datum	NOUN
crl-16603	65	25	,	,	PUNCT
crl-16603	65	26	but	but	CCONJ
crl-16603	65	27	without	without	ADP
crl-16603	65	28	item	item	NOUN
crl-16603	65	29	titles	title	NOUN
crl-16603	65	30	and	and	CCONJ
crl-16603	65	31	metadata	metadata	PROPN
crl-16603	65	32	.	.	PUNCT
crl-16603	66	1	the	the	DET
crl-16603	66	2	library	library	PROPN
crl-16603	66	3	la	la	PROPN
crl-16603	66	4	literature	literature	PROPN
crl-16603	66	5	cites	cite	VERB
crl-16603	66	6	the	the	DET
crl-16603	66	7	university	university	PROPN
crl-16603	66	8	of	of	ADP
crl-16603	66	9	wollongong	wollongong	PROPN
crl-16603	66	10	(	(	PUNCT
crl-16603	66	11	uow	uow	PROPN
crl-16603	66	12	)	)	PUNCT
crl-16603	66	13	for	for	ADP
crl-16603	66	14	pioneering	pioneering	ADJ
crl-16603	66	15	projects	project	NOUN
crl-16603	66	16	in	in	ADP
crl-16603	66	17	electronic	electronic	ADJ
crl-16603	66	18	resource	resource	NOUN
crl-16603	66	19	tracking.58	tracking.58	PROPN
crl-16603	66	20	rubel	rubel	PROPN
crl-16603	66	21	and	and	CCONJ
crl-16603	66	22	zhang	zhang	PROPN
crl-16603	66	23	explain	explain	VERB
crl-16603	66	24	how	how	SCONJ
crl-16603	66	25	academic	academic	ADJ
crl-16603	66	26	libraries	library	NOUN
crl-16603	66	27	use	use	VERB
crl-16603	66	28	authentication	authentication	NOUN
crl-16603	66	29	technologies	technology	NOUN
crl-16603	66	30	,	,	PUNCT
crl-16603	67	1	namely	namely	ADV
crl-16603	67	2	internet	internet	NOUN
crl-16603	67	3	protocol	protocol	NOUN
crl-16603	67	4	(	(	PUNCT
crl-16603	67	5	ip	ip	NOUN
crl-16603	67	6	)	)	PUNCT
crl-16603	67	7	address	address	NOUN
crl-16603	67	8	filtering	filtering	NOUN
crl-16603	67	9	and	and	CCONJ
crl-16603	67	10	proxy	proxy	NOUN
crl-16603	67	11	servers	server	NOUN
crl-16603	67	12	,	,	PUNCT
crl-16603	67	13	to	to	PART
crl-16603	67	14	serve	serve	VERB
crl-16603	67	15	licensed	license	VERB
crl-16603	67	16	content.59	content.59	PRON
crl-16603	67	17	students	student	NOUN
crl-16603	67	18	identify	identify	VERB
crl-16603	67	19	themselves	themselves	PRON
crl-16603	67	20	to	to	ADP
crl-16603	67	21	authentication	authentication	NOUN
crl-16603	67	22	systems	system	NOUN
crl-16603	67	23	by	by	ADP
crl-16603	67	24	logging	log	VERB
crl-16603	67	25	in	in	ADP
crl-16603	67	26	;	;	PUNCT
crl-16603	67	27	once	once	ADV
crl-16603	67	28	logged	log	VERB
crl-16603	67	29	in	in	ADP
crl-16603	67	30	,	,	PUNCT
crl-16603	67	31	they	they	PRON
crl-16603	67	32	leave	leave	VERB
crl-16603	67	33	traceable	traceable	ADJ
crl-16603	67	34	digital	digital	ADJ
crl-16603	67	35	exhaust	exhaust	NOUN
crl-16603	67	36	that	that	PRON
crl-16603	67	37	reveals	reveal	VERB
crl-16603	67	38	their	their	PRON
crl-16603	67	39	behavior	behavior	NOUN
crl-16603	67	40	to	to	ADP
crl-16603	67	41	libraries	library	NOUN
crl-16603	67	42	,	,	PUNCT
crl-16603	67	43	campus	campus	NOUN
crl-16603	67	44	information	information	NOUN
crl-16603	67	45	technology	technology	NOUN
crl-16603	67	46	departments	department	NOUN
crl-16603	67	47	,	,	PUNCT
crl-16603	67	48	and	and	CCONJ
crl-16603	67	49	even	even	ADV
crl-16603	67	50	publishers	publisher	NOUN
crl-16603	67	51	.	.	PUNCT
crl-16603	68	1	uow	uow	PROPN
crl-16603	68	2	’s	’s	PART
crl-16603	68	3	“	"	PUNCT
crl-16603	68	4	library	library	NOUN
crl-16603	68	5	cube	cube	NOUN
crl-16603	68	6	”	"	PUNCT
crl-16603	68	7	is	be	AUX
crl-16603	68	8	“	"	PUNCT
crl-16603	68	9	a	a	DET
crl-16603	68	10	dataset	dataset	NOUN
crl-16603	68	11	that	that	PRON
crl-16603	68	12	joins	join	VERB
crl-16603	68	13	usage	usage	NOUN
crl-16603	68	14	of	of	ADP
crl-16603	68	15	[	[	PUNCT
crl-16603	68	16	uow	uow	PROPN
crl-16603	68	17	library	library	PROPN
crl-16603	68	18	]	]	PUNCT
crl-16603	69	1	resources	resource	NOUN
crl-16603	69	2	with	with	ADP
crl-16603	69	3	enterprise	enterprise	NOUN
crl-16603	69	4	systems	system	NOUN
crl-16603	69	5	containing	contain	VERB
crl-16603	69	6	student	student	NOUN
crl-16603	69	7	demographic	demographic	ADJ
crl-16603	69	8	data	datum	NOUN
crl-16603	69	9	and	and	CCONJ
crl-16603	69	10	academic	academic	ADJ
crl-16603	69	11	performance	performance	NOUN
crl-16603	69	12	using	use	VERB
crl-16603	69	13	a	a	DET
crl-16603	69	14	unique	unique	ADJ
crl-16603	69	15	identifier	identifier	NOUN
crl-16603	69	16	,	,	PUNCT
crl-16603	69	17	the	the	DET
crl-16603	69	18	student	student	NOUN
crl-16603	69	19	number	number	NOUN
crl-16603	69	20	.	.	PUNCT
crl-16603	70	1	”60	”60	PUNCT
crl-16603	71	1	the	the	DET
crl-16603	71	2	cube	cube	PROPN
crl-16603	71	3	tracks	track	VERB
crl-16603	71	4	library	library	NOUN
crl-16603	71	5	-	-	PUNCT
crl-16603	71	6	related	relate	VERB
crl-16603	71	7	data	datum	NOUN
crl-16603	71	8	also	also	ADV
crl-16603	71	9	,	,	PUNCT
crl-16603	71	10	such	such	ADJ
crl-16603	71	11	as	as	ADP
crl-16603	71	12	the	the	DET
crl-16603	71	13	total	total	ADJ
crl-16603	71	14	number	number	NOUN
crl-16603	71	15	of	of	ADP
crl-16603	71	16	student	student	NOUN
crl-16603	71	17	item	item	NOUN
crl-16603	71	18	loans	loan	NOUN
crl-16603	71	19	and	and	CCONJ
crl-16603	71	20	electronic	electronic	ADJ
crl-16603	71	21	usage	usage	NOUN
crl-16603	71	22	information	information	NOUN
crl-16603	71	23	from	from	ADP
crl-16603	71	24	proxy	proxy	ADJ
crl-16603	71	25	server	server	NOUN
crl-16603	71	26	logs	log	NOUN
crl-16603	71	27	,	,	PUNCT
crl-16603	71	28	including	include	VERB
crl-16603	71	29	access	access	NOUN
crl-16603	71	30	points	point	NOUN
crl-16603	71	31	,	,	PUNCT
crl-16603	71	32	timestamps	timestamp	NOUN
crl-16603	71	33	,	,	PUNCT
crl-16603	71	34	duration	duration	NOUN
crl-16603	71	35	data	datum	NOUN
crl-16603	71	36	,	,	PUNCT
crl-16603	71	37	and	and	CCONJ
crl-16603	71	38	the	the	DET
crl-16603	71	39	specific	specific	ADJ
crl-16603	71	40	electronic	electronic	ADJ
crl-16603	71	41	resources	resource	NOUN
crl-16603	71	42	with	with	ADP
crl-16603	71	43	which	which	PRON
crl-16603	71	44	students	student	NOUN
crl-16603	71	45	engage	engage	VERB
crl-16603	71	46	.	.	PUNCT
crl-16603	72	1	system	system	NOUN
crl-16603	72	2	limitations	limitation	NOUN
crl-16603	72	3	reduced	reduce	VERB
crl-16603	72	4	the	the	DET
crl-16603	72	5	authors	author	NOUN
crl-16603	72	6	’	’	PART
crl-16603	72	7	ability	ability	NOUN
crl-16603	72	8	to	to	PART
crl-16603	72	9	glean	glean	VERB
crl-16603	72	10	more	more	ADJ
crl-16603	72	11	information	information	NOUN
crl-16603	72	12	about	about	ADP
crl-16603	72	13	student	student	NOUN
crl-16603	72	14	item	item	NOUN
crl-16603	72	15	loans	loan	NOUN
crl-16603	72	16	,	,	PUNCT
crl-16603	72	17	though	though	SCONJ
crl-16603	72	18	they	they	PRON
crl-16603	72	19	leave	leave	VERB
crl-16603	72	20	unclear	unclear	ADJ
crl-16603	72	21	what	what	PRON
crl-16603	72	22	they	they	PRON
crl-16603	72	23	would	would	AUX
crl-16603	72	24	have	have	AUX
crl-16603	72	25	preferred	prefer	VERB
crl-16603	72	26	to	to	PART
crl-16603	72	27	analyze	analyze	VERB
crl-16603	72	28	.	.	PUNCT
crl-16603	73	1	in	in	ADP
crl-16603	73	2	a	a	DET
crl-16603	73	3	recent	recent	ADJ
crl-16603	73	4	update	update	NOUN
crl-16603	73	5	,	,	PUNCT
crl-16603	73	6	jantti	jantti	PROPN
crl-16603	73	7	notes	note	VERB
crl-16603	73	8	that	that	SCONJ
crl-16603	73	9	library	library	PROPN
crl-16603	73	10	data	datum	NOUN
crl-16603	73	11	now	now	ADV
crl-16603	73	12	tells	tell	VERB
crl-16603	73	13	instructors	instructor	NOUN
crl-16603	73	14	whether	whether	SCONJ
crl-16603	73	15	students	student	NOUN
crl-16603	73	16	use	use	VERB
crl-16603	73	17	library	library	NOUN
crl-16603	73	18	resources	resource	NOUN
crl-16603	73	19	,	,	PUNCT
crl-16603	73	20	assuming	assume	VERB
crl-16603	73	21	that	that	SCONJ
crl-16603	73	22	students	student	NOUN
crl-16603	73	23	are	be	AUX
crl-16603	73	24	at	at	ADP
crl-16603	73	25	academic	academic	ADJ
crl-16603	73	26	risk	risk	NOUN
crl-16603	73	27	when	when	SCONJ
crl-16603	73	28	resource	resource	NOUN
crl-16603	73	29	usage	usage	NOUN
crl-16603	73	30	is	be	AUX
crl-16603	73	31	low.61	low.61	ADJ
crl-16603	73	32	they	they	PRON
crl-16603	73	33	report	report	VERB
crl-16603	73	34	that	that	SCONJ
crl-16603	73	35	“	"	PUNCT
crl-16603	73	36	[	[	X
crl-16603	73	37	t]he	t]he	PROPN
crl-16603	73	38	act	act	NOUN
crl-16603	73	39	of	of	ADP
crl-16603	73	40	intervention	intervention	NOUN
crl-16603	73	41	has	have	AUX
crl-16603	73	42	been	be	AUX
crl-16603	73	43	positive	positive	ADJ
crl-16603	73	44	.	.	PUNCT
crl-16603	74	1	when	when	SCONJ
crl-16603	74	2	students	student	NOUN
crl-16603	74	3	have	have	AUX
crl-16603	74	4	been	be	AUX
crl-16603	74	5	contacted	contact	VERB
crl-16603	74	6	by	by	ADP
crl-16603	74	7	their	their	PRON
crl-16603	74	8	lecturer	lecturer	NOUN
crl-16603	74	9	to	to	PART
crl-16603	74	10	query	query	VERB
crl-16603	74	11	their	their	PRON
crl-16603	74	12	limited	limited	ADJ
crl-16603	74	13	use	use	NOUN
crl-16603	74	14	of	of	ADP
crl-16603	74	15	library	library	NOUN
crl-16603	74	16	[	[	X
crl-16603	74	17	sic	sic	X
crl-16603	74	18	]	]	X
crl-16603	74	19	resources	resource	NOUN
crl-16603	74	20	,	,	PUNCT
crl-16603	74	21	uptake	uptake	PROPN
crl-16603	74	22	was	be	AUX
crl-16603	74	23	immediate	immediate	ADJ
crl-16603	74	24	.	.	PUNCT
crl-16603	74	25	”62	”62	PUNCT
crl-16603	75	1	e	e	NOUN
crl-16603	75	2	-	-	NOUN
crl-16603	75	3	books	book	NOUN
crl-16603	75	4	also	also	ADV
crl-16603	75	5	enable	enable	VERB
crl-16603	75	6	data	data	NOUN
crl-16603	75	7	mining	mining	NOUN
crl-16603	75	8	of	of	ADP
crl-16603	75	9	student	student	NOUN
crl-16603	75	10	behavior	behavior	NOUN
crl-16603	75	11	.	.	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	VERB
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	NOUN
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	77	28	”67	”67	PUNCT
crl-16603	78	1	academic	academic	ADJ
crl-16603	78	2	libraries	library	NOUN
crl-16603	78	3	are	be	AUX
crl-16603	78	4	also	also	ADV
crl-16603	78	5	refining	refine	VERB
crl-16603	78	6	gate	gate	PROPN
crl-16603	78	7	count	count	NOUN
crl-16603	78	8	statistics	statistic	NOUN
crl-16603	78	9	by	by	ADP
crl-16603	78	10	capturing	capture	VERB
crl-16603	78	11	swipe	swipe	NOUN
crl-16603	78	12	-	-	PUNCT
crl-16603	78	13	card	card	NOUN
crl-16603	78	14	and	and	CCONJ
crl-16603	78	15	rfid	rfid	ADJ
crl-16603	78	16	data	datum	NOUN
crl-16603	78	17	from	from	ADP
crl-16603	78	18	student	student	NOUN
crl-16603	78	19	ids	ids	NOUN
crl-16603	78	20	.	.	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	correlating	NOUN
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	NOUN
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	VERB
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	io	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	79	104	while	while	SCONJ
crl-16603	79	105	track310	track310	PROPN
crl-16603	79	106	college	college	PROPN
crl-16603	79	107	&	&	CCONJ
crl-16603	79	108	research	research	PROPN
crl-16603	79	109	libraries	library	NOUN
crl-16603	79	110	april	april	PROPN
crl-16603	79	111	2018	2018	NUM
crl-16603	79	112	ing	ing	ADJ
crl-16603	79	113	foot	foot	NOUN
crl-16603	79	114	traffic.70	traffic.70	X
crl-16603	79	115	walsh	walsh	NOUN
crl-16603	79	116	argues	argue	VERB
crl-16603	79	117	that	that	SCONJ
crl-16603	79	118	analyzing	analyze	VERB
crl-16603	79	119	sensor	sensor	NOUN
crl-16603	79	120	data	datum	NOUN
crl-16603	79	121	about	about	ADP
crl-16603	79	122	identifiable	identifiable	ADJ
crl-16603	79	123	students	student	NOUN
crl-16603	79	124	moves	move	VERB
crl-16603	79	125	libraries	library	NOUN
crl-16603	79	126	toward	toward	ADP
crl-16603	79	127	a	a	DET
crl-16603	79	128	more	more	ADV
crl-16603	79	129	informed	informed	ADJ
crl-16603	79	130	understanding	understanding	NOUN
crl-16603	79	131	of	of	ADP
crl-16603	79	132	how	how	SCONJ
crl-16603	79	133	students	student	NOUN
crl-16603	79	134	interact	interact	VERB
crl-16603	79	135	with	with	ADP
crl-16603	79	136	and	and	CCONJ
crl-16603	79	137	learn	learn	VERB
crl-16603	79	138	in	in	ADP
crl-16603	79	139	these	these	DET
crl-16603	79	140	spaces.71	spaces.71	NOUN
crl-16603	79	141	ethical	ethical	ADJ
crl-16603	79	142	problems	problem	NOUN
crl-16603	79	143	with	with	ADP
crl-16603	79	144	la	la	ADJ
crl-16603	79	145	participation	participation	NOUN
crl-16603	79	146	it	it	PRON
crl-16603	79	147	is	be	AUX
crl-16603	79	148	worthwhile	worthwhile	ADJ
crl-16603	79	149	for	for	SCONJ
crl-16603	79	150	libraries	library	NOUN
crl-16603	79	151	to	to	PART
crl-16603	79	152	positively	positively	ADV
crl-16603	79	153	influence	influence	VERB
crl-16603	79	154	student	student	NOUN
crl-16603	79	155	learning	learn	VERB
crl-16603	79	156	outcomes	outcome	NOUN
crl-16603	79	157	and	and	CCONJ
crl-16603	79	158	develop	develop	VERB
crl-16603	79	159	tighter	tight	ADJ
crl-16603	79	160	ties	tie	NOUN
crl-16603	79	161	to	to	ADP
crl-16603	79	162	institutional	institutional	ADJ
crl-16603	79	163	goals	goal	NOUN
crl-16603	79	164	.	.	PUNCT
crl-16603	80	1	it	it	PRON
crl-16603	80	2	is	be	AUX
crl-16603	80	3	also	also	ADV
crl-16603	80	4	beneficial	beneficial	ADJ
crl-16603	80	5	for	for	SCONJ
crl-16603	80	6	libraries	library	NOUN
crl-16603	80	7	to	to	PART
crl-16603	80	8	seek	seek	VERB
crl-16603	80	9	insight	insight	NOUN
crl-16603	80	10	into	into	ADP
crl-16603	80	11	their	their	PRON
crl-16603	80	12	value	value	NOUN
crl-16603	80	13	,	,	PUNCT
crl-16603	80	14	especially	especially	ADV
crl-16603	80	15	given	give	VERB
crl-16603	80	16	that	that	SCONJ
crl-16603	80	17	library	library	NOUN
crl-16603	80	18	expenditures	expenditure	NOUN
crl-16603	80	19	continue	continue	VERB
crl-16603	80	20	to	to	PART
crl-16603	80	21	increase	increase	VERB
crl-16603	80	22	at	at	ADP
crl-16603	80	23	significant	significant	ADJ
crl-16603	80	24	rates	rate	NOUN
crl-16603	80	25	while	while	SCONJ
crl-16603	80	26	receiving	receive	VERB
crl-16603	80	27	less	less	ADJ
crl-16603	80	28	and	and	CCONJ
crl-16603	80	29	less	less	ADJ
crl-16603	80	30	of	of	ADP
crl-16603	80	31	their	their	PRON
crl-16603	80	32	institution	institution	NOUN
crl-16603	80	33	’s	’s	PART
crl-16603	80	34	overall	overall	ADJ
crl-16603	80	35	budget.72	budget.72	NOUN
crl-16603	80	36	despite	despite	SCONJ
crl-16603	80	37	its	its	PRON
crl-16603	80	38	potential	potential	ADJ
crl-16603	80	39	benefits	benefit	NOUN
crl-16603	80	40	,	,	PUNCT
crl-16603	80	41	la	la	PROPN
crl-16603	80	42	is	be	AUX
crl-16603	80	43	intertwined	intertwine	VERB
crl-16603	80	44	with	with	ADP
crl-16603	80	45	moral	moral	ADJ
crl-16603	80	46	problems	problem	NOUN
crl-16603	80	47	given	give	VERB
crl-16603	80	48	the	the	DET
crl-16603	80	49	sensitivity	sensitivity	NOUN
crl-16603	80	50	of	of	ADP
crl-16603	80	51	emerging	emerge	VERB
crl-16603	80	52	datasets	dataset	NOUN
crl-16603	80	53	and	and	CCONJ
crl-16603	80	54	the	the	DET
crl-16603	80	55	creation	creation	NOUN
crl-16603	80	56	of	of	ADP
crl-16603	80	57	new	new	ADJ
crl-16603	80	58	information	information	NOUN
crl-16603	80	59	flows.73	flows.73	ADP
crl-16603	80	60	these	these	DET
crl-16603	80	61	initiatives	initiative	NOUN
crl-16603	80	62	increasingly	increasingly	ADV
crl-16603	80	63	develop	develop	VERB
crl-16603	80	64	student	student	NOUN
crl-16603	80	65	surveillance	surveillance	NOUN
crl-16603	80	66	systems	system	NOUN
crl-16603	80	67	,	,	PUNCT
crl-16603	80	68	otherwise	otherwise	ADV
crl-16603	80	69	known	know	VERB
crl-16603	80	70	as	as	SCONJ
crl-16603	80	71	dataveillance	dataveillance	NOUN
crl-16603	80	72	systems.74	systems.74	NOUN
crl-16603	80	73	such	such	ADJ
crl-16603	80	74	systems	system	NOUN
crl-16603	80	75	allow	allow	VERB
crl-16603	80	76	for	for	ADP
crl-16603	80	77	the	the	DET
crl-16603	80	78	creation	creation	NOUN
crl-16603	80	79	of	of	ADP
crl-16603	80	80	comprehensive	comprehensive	ADJ
crl-16603	80	81	digital	digital	ADJ
crl-16603	80	82	dossiers	dossier	NOUN
crl-16603	80	83	that	that	SCONJ
crl-16603	80	84	institutional	institutional	ADJ
crl-16603	80	85	actors	actor	NOUN
crl-16603	80	86	can	can	AUX
crl-16603	80	87	use	use	VERB
crl-16603	80	88	to	to	PART
crl-16603	80	89	make	make	VERB
crl-16603	80	90	consequential	consequential	ADJ
crl-16603	80	91	decisions	decision	NOUN
crl-16603	80	92	about	about	ADP
crl-16603	80	93	students	student	NOUN
crl-16603	80	94	that	that	PRON
crl-16603	80	95	risk	risk	VERB
crl-16603	80	96	their	their	PRON
crl-16603	80	97	autonomy.75	autonomy.75	ADJ
crl-16603	80	98	institutions	institution	NOUN
crl-16603	80	99	are	be	AUX
crl-16603	80	100	purposefully	purposefully	ADV
crl-16603	80	101	aggregating	aggregate	VERB
crl-16603	80	102	massive	massive	ADJ
crl-16603	80	103	amounts	amount	NOUN
crl-16603	80	104	of	of	ADP
crl-16603	80	105	student	student	NOUN
crl-16603	80	106	data	datum	NOUN
crl-16603	80	107	without	without	ADP
crl-16603	80	108	limiting	limit	VERB
crl-16603	80	109	“	"	PUNCT
crl-16603	80	110	data	datum	NOUN
crl-16603	80	111	dredging	dredging	NOUN
crl-16603	80	112	”	"	PUNCT
crl-16603	80	113	for	for	ADP
crl-16603	80	114	correlations	correlation	NOUN
crl-16603	80	115	that	that	PRON
crl-16603	80	116	could	could	AUX
crl-16603	80	117	favor	favor	VERB
crl-16603	80	118	values	value	NOUN
crl-16603	80	119	and	and	CCONJ
crl-16603	80	120	interests	interest	NOUN
crl-16603	80	121	of	of	ADP
crl-16603	80	122	powerful	powerful	ADJ
crl-16603	80	123	actors	actor	NOUN
crl-16603	80	124	while	while	SCONJ
crl-16603	80	125	disenfranchising	disenfranchise	VERB
crl-16603	80	126	students.76	students.76	NOUN
crl-16603	80	127	also	also	ADV
crl-16603	80	128	important	important	ADJ
crl-16603	80	129	to	to	PART
crl-16603	80	130	note	note	VERB
crl-16603	80	131	is	be	AUX
crl-16603	80	132	that	that	SCONJ
crl-16603	80	133	the	the	DET
crl-16603	80	134	correlation	correlation	NOUN
crl-16603	80	135	studies	study	NOUN
crl-16603	80	136	on	on	ADP
crl-16603	80	137	which	which	PRON
crl-16603	80	138	la	la	ADJ
crl-16603	80	139	advocates	advocate	NOUN
crl-16603	80	140	build	build	VERB
crl-16603	80	141	their	their	PRON
crl-16603	80	142	argument	argument	NOUN
crl-16603	80	143	do	do	AUX
crl-16603	80	144	not	not	PART
crl-16603	80	145	always	always	ADV
crl-16603	80	146	account	account	VERB
crl-16603	80	147	for	for	ADP
crl-16603	80	148	or	or	CCONJ
crl-16603	80	149	prevent	prevent	VERB
crl-16603	80	150	against	against	ADP
crl-16603	80	151	false	false	ADJ
crl-16603	80	152	positives	positive	NOUN
crl-16603	80	153	in	in	ADP
crl-16603	80	154	the	the	DET
crl-16603	80	155	statistics	statistic	NOUN
crl-16603	80	156	;	;	PUNCT
crl-16603	80	157	thus	thus	ADV
crl-16603	80	158	,	,	PUNCT
crl-16603	80	159	data	datum	NOUN
crl-16603	80	160	dredging	dredging	NOUN
crl-16603	80	161	-	-	PUNCT
crl-16603	80	162	based	base	VERB
crl-16603	80	163	correlation	correlation	NOUN
crl-16603	80	164	studies	study	NOUN
crl-16603	80	165	may	may	AUX
crl-16603	80	166	create	create	VERB
crl-16603	80	167	misleading	misleading	ADJ
crl-16603	80	168	and	and	CCONJ
crl-16603	80	169	harmful	harmful	ADJ
crl-16603	80	170	paths	path	NOUN
crl-16603	80	171	of	of	ADP
crl-16603	80	172	action	action	NOUN
crl-16603	80	173	.	.	PUNCT
crl-16603	81	1	contemporary	contemporary	ADJ
crl-16603	81	2	scholarship	scholarship	NOUN
crl-16603	81	3	is	be	AUX
crl-16603	81	4	interrogating	interrogate	VERB
crl-16603	81	5	the	the	DET
crl-16603	81	6	social	social	ADJ
crl-16603	81	7	,	,	PUNCT
crl-16603	81	8	technical	technical	ADJ
crl-16603	81	9	,	,	PUNCT
crl-16603	81	10	and	and	CCONJ
crl-16603	81	11	policy	policy	NOUN
crl-16603	81	12	-	-	PUNCT
crl-16603	81	13	related	relate	VERB
crl-16603	81	14	issues	issue	NOUN
crl-16603	81	15	associated	associate	VERB
crl-16603	81	16	with	with	ADP
crl-16603	81	17	la	la	PROPN
crl-16603	81	18	practices.77	practices.77	NOUN
crl-16603	81	19	little	little	ADJ
crl-16603	81	20	has	have	AUX
crl-16603	81	21	yet	yet	ADV
crl-16603	81	22	been	be	AUX
crl-16603	81	23	written	write	VERB
crl-16603	81	24	,	,	PUNCT
crl-16603	81	25	however	however	ADV
crl-16603	81	26	,	,	PUNCT
crl-16603	81	27	concerning	concern	VERB
crl-16603	81	28	the	the	DET
crl-16603	81	29	specific	specific	ADJ
crl-16603	81	30	challenges	challenge	NOUN
crl-16603	81	31	facing	face	VERB
crl-16603	81	32	libraries	library	NOUN
crl-16603	81	33	participating	participate	VERB
crl-16603	81	34	in	in	ADP
crl-16603	81	35	la	la	ADJ
crl-16603	81	36	initiatives	initiative	NOUN
crl-16603	81	37	.	.	PUNCT
crl-16603	82	1	a	a	DET
crl-16603	82	2	notable	notable	ADJ
crl-16603	82	3	exception	exception	NOUN
crl-16603	82	4	is	be	AUX
crl-16603	82	5	in	in	ADP
crl-16603	82	6	showers	shower	NOUN
crl-16603	82	7	’	’	PART
crl-16603	82	8	library	library	NOUN
crl-16603	82	9	analytics	analytic	NOUN
crl-16603	82	10	and	and	CCONJ
crl-16603	82	11	metrics	metric	NOUN
crl-16603	82	12	book.78	book.78	PROPN
crl-16603	82	13	citing	cite	VERB
crl-16603	82	14	hellman	hellman	PROPN
crl-16603	82	15	,	,	PUNCT
crl-16603	82	16	showers	shower	NOUN
crl-16603	82	17	argues	argue	VERB
crl-16603	82	18	that	that	SCONJ
crl-16603	82	19	academic	academic	ADJ
crl-16603	82	20	libraries	library	NOUN
crl-16603	82	21	have	have	AUX
crl-16603	82	22	been	be	AUX
crl-16603	82	23	struggling	struggle	VERB
crl-16603	82	24	with	with	ADP
crl-16603	82	25	problems	problem	NOUN
crl-16603	82	26	—	—	PUNCT
crl-16603	82	27	privacy	privacy	NOUN
crl-16603	82	28	and	and	CCONJ
crl-16603	82	29	otherwise	otherwise	ADV
crl-16603	82	30	—	—	PUNCT
crl-16603	82	31	associated	associate	VERB
crl-16603	82	32	with	with	ADP
crl-16603	82	33	emerging	emerge	VERB
crl-16603	82	34	data	datum	NOUN
crl-16603	82	35	and	and	CCONJ
crl-16603	82	36	information	information	NOUN
crl-16603	82	37	flows	flow	NOUN
crl-16603	82	38	since	since	SCONJ
crl-16603	82	39	social	social	ADJ
crl-16603	82	40	media	medium	NOUN
crl-16603	82	41	matured	matured	ADJ
crl-16603	82	42	and	and	CCONJ
crl-16603	82	43	data	datum	NOUN
crl-16603	82	44	analytics	analytic	NOUN
crl-16603	82	45	became	become	VERB
crl-16603	82	46	more	more	ADV
crl-16603	82	47	accessible.79	accessible.79	NOUN
crl-16603	82	48	naturally	naturally	ADV
crl-16603	82	49	,	,	PUNCT
crl-16603	82	50	libraries	library	NOUN
crl-16603	82	51	want	want	VERB
crl-16603	82	52	to	to	PART
crl-16603	82	53	use	use	VERB
crl-16603	82	54	these	these	DET
crl-16603	82	55	data	datum	NOUN
crl-16603	82	56	flows	flow	NOUN
crl-16603	82	57	to	to	ADP
crl-16603	82	58	their	their	PRON
crl-16603	82	59	benefit	benefit	NOUN
crl-16603	82	60	and	and	CCONJ
crl-16603	82	61	to	to	ADP
crl-16603	82	62	that	that	PRON
crl-16603	82	63	of	of	ADP
crl-16603	82	64	their	their	PRON
crl-16603	82	65	users	user	NOUN
crl-16603	82	66	,	,	PUNCT
crl-16603	82	67	but	but	CCONJ
crl-16603	82	68	at	at	ADP
crl-16603	82	69	what	what	PRON
crl-16603	82	70	cost	cost	NOUN
crl-16603	82	71	?	?	PUNCT
crl-16603	83	1	“	"	PUNCT
crl-16603	83	2	libraries	library	NOUN
crl-16603	83	3	,	,	PUNCT
crl-16603	83	4	”	"	PUNCT
crl-16603	83	5	showers	shower	NOUN
crl-16603	83	6	writes	write	VERB
crl-16603	83	7	,	,	PUNCT
crl-16603	83	8	“	"	PUNCT
crl-16603	83	9	may	may	AUX
crl-16603	83	10	also	also	ADV
crl-16603	83	11	be	be	AUX
crl-16603	83	12	undermining	undermine	VERB
crl-16603	83	13	some	some	PRON
crl-16603	83	14	of	of	ADP
crl-16603	83	15	the	the	DET
crl-16603	83	16	values	value	NOUN
crl-16603	83	17	they	they	PRON
crl-16603	83	18	have	have	AUX
crl-16603	83	19	traditionally	traditionally	ADV
crl-16603	83	20	held	hold	VERB
crl-16603	83	21	so	so	ADV
crl-16603	83	22	dear	dear	ADJ
crl-16603	83	23	”	"	PUNCT
crl-16603	83	24	by	by	ADP
crl-16603	83	25	pursuing	pursue	VERB
crl-16603	83	26	analytical	analytical	ADJ
crl-16603	83	27	insights	insight	NOUN
crl-16603	83	28	and	and	CCONJ
crl-16603	83	29	creating	create	VERB
crl-16603	83	30	data	data	NOUN
crl-16603	83	31	-	-	PUNCT
crl-16603	83	32	driven	drive	VERB
crl-16603	83	33	services.80	services.80	NOUN
crl-16603	83	34	ethical	ethical	ADJ
crl-16603	83	35	codes	code	NOUN
crl-16603	83	36	in	in	ADP
crl-16603	83	37	addition	addition	NOUN
crl-16603	83	38	to	to	ADP
crl-16603	83	39	pursuing	pursue	VERB
crl-16603	83	40	answers	answer	NOUN
crl-16603	83	41	to	to	ADP
crl-16603	83	42	questions	question	NOUN
crl-16603	83	43	regarding	regard	VERB
crl-16603	83	44	legal	legal	ADJ
crl-16603	83	45	compliance	compliance	NOUN
crl-16603	83	46	,	,	PUNCT
crl-16603	83	47	la	la	ADJ
crl-16603	83	48	advocates	advocate	NOUN
crl-16603	83	49	inside	inside	ADP
crl-16603	83	50	libraries	library	NOUN
crl-16603	83	51	and	and	CCONJ
crl-16603	83	52	throughout	throughout	ADP
crl-16603	83	53	higher	high	ADJ
crl-16603	83	54	education	education	NOUN
crl-16603	83	55	are	be	AUX
crl-16603	83	56	seeking	seek	VERB
crl-16603	83	57	ethical	ethical	ADJ
crl-16603	83	58	guidance	guidance	NOUN
crl-16603	83	59	.	.	PUNCT
crl-16603	84	1	thus	thus	ADV
crl-16603	84	2	far	far	ADV
crl-16603	84	3	,	,	PUNCT
crl-16603	84	4	la	la	PROPN
crl-16603	84	5	’s	’s	NOUN
crl-16603	84	6	problems	problem	NOUN
crl-16603	84	7	are	be	AUX
crl-16603	84	8	so	so	ADV
crl-16603	84	9	novel	novel	ADJ
crl-16603	84	10	and	and	CCONJ
crl-16603	84	11	complex	complex	ADJ
crl-16603	84	12	that	that	SCONJ
crl-16603	84	13	many	many	ADJ
crl-16603	84	14	have	have	VERB
crl-16603	84	15	more	more	ADJ
crl-16603	84	16	questions	question	NOUN
crl-16603	84	17	than	than	ADP
crl-16603	84	18	answers	answer	NOUN
crl-16603	84	19	.	.	PUNCT
crl-16603	85	1	some	some	DET
crl-16603	85	2	useful	useful	ADJ
crl-16603	85	3	ethical	ethical	ADJ
crl-16603	85	4	guidance	guidance	NOUN
crl-16603	85	5	has	have	AUX
crl-16603	85	6	developed	develop	VERB
crl-16603	85	7	out	out	ADP
crl-16603	85	8	of	of	ADP
crl-16603	85	9	the	the	DET
crl-16603	85	10	two	two	NUM
crl-16603	85	11	asilomar	asilomar	NOUN
crl-16603	85	12	conventions	convention	NOUN
crl-16603	85	13	on	on	ADP
crl-16603	85	14	“	"	PUNCT
crl-16603	85	15	learning	learn	VERB
crl-16603	85	16	research	research	NOUN
crl-16603	85	17	in	in	ADP
crl-16603	85	18	higher	high	ADJ
crl-16603	85	19	education	education	NOUN
crl-16603	85	20	”	"	PUNCT
crl-16603	85	21	and	and	CCONJ
crl-16603	85	22	“	"	PUNCT
crl-16603	85	23	student	student	NOUN
crl-16603	85	24	data	datum	NOUN
crl-16603	85	25	and	and	CCONJ
crl-16603	85	26	records	record	NOUN
crl-16603	85	27	in	in	ADP
crl-16603	85	28	the	the	DET
crl-16603	85	29	digital	digital	ADJ
crl-16603	85	30	era	era	NOUN
crl-16603	85	31	.	.	PUNCT
crl-16603	86	1	”81	”81	PROPN
crl-16603	86	2	similarly	similarly	ADV
crl-16603	86	3	,	,	PUNCT
crl-16603	86	4	jisc	jisc	PROPN
crl-16603	86	5	’s	’s	PART
crl-16603	86	6	“	"	PUNCT
crl-16603	86	7	code	code	NOUN
crl-16603	86	8	of	of	ADP
crl-16603	86	9	practice	practice	NOUN
crl-16603	86	10	for	for	ADP
crl-16603	86	11	learning	learn	VERB
crl-16603	86	12	analytics	analytic	NOUN
crl-16603	86	13	”	"	PUNCT
crl-16603	86	14	sets	set	VERB
crl-16603	86	15	out	out	ADP
crl-16603	86	16	fundamental	fundamental	ADJ
crl-16603	86	17	principles	principle	NOUN
crl-16603	86	18	for	for	SCONJ
crl-16603	86	19	institutions	institution	NOUN
crl-16603	86	20	to	to	PART
crl-16603	86	21	deploy	deploy	VERB
crl-16603	86	22	la	la	ADV
crl-16603	86	23	“	"	PUNCT
crl-16603	86	24	responsibly	responsibly	ADV
crl-16603	86	25	,	,	PUNCT
crl-16603	86	26	appropriately	appropriately	ADV
crl-16603	86	27	and	and	CCONJ
crl-16603	86	28	effectively	effectively	ADV
crl-16603	86	29	.	.	PUNCT
crl-16603	87	1	”82	”82	PROPN
crl-16603	88	1	however	however	ADV
crl-16603	88	2	,	,	PUNCT
crl-16603	88	3	overarching	overarch	VERB
crl-16603	88	4	codes	code	NOUN
crl-16603	88	5	such	such	ADJ
crl-16603	88	6	as	as	ADP
crl-16603	88	7	jisc	jisc	PROPN
crl-16603	88	8	’s	’s	PART
crl-16603	88	9	have	have	VERB
crl-16603	88	10	weaknesses	weakness	NOUN
crl-16603	88	11	.	.	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	PUNCT
crl-16603	91	1	these	these	DET
crl-16603	91	2	contexts	context	NOUN
crl-16603	91	3	are	be	AUX
crl-16603	91	4	bound	bind	VERB
crl-16603	91	5	by	by	ADP
crl-16603	91	6	“	"	PUNCT
crl-16603	91	7	canonical	canonical	ADJ
crl-16603	91	8	activities	activity	NOUN
crl-16603	91	9	,	,	PUNCT
crl-16603	91	10	roles	role	NOUN
crl-16603	91	11	,	,	PUNCT
crl-16603	91	12	relationships	relationship	NOUN
crl-16603	91	13	,	,	PUNCT
crl-16603	91	14	power	power	NOUN
crl-16603	91	15	structures	structure	NOUN
crl-16603	91	16	,	,	PUNCT
crl-16603	91	17	norms	norm	NOUN
crl-16603	91	18	(	(	PUNCT
crl-16603	91	19	or	or	CCONJ
crl-16603	91	20	rules	rule	NOUN
crl-16603	91	21	)	)	PUNCT
crl-16603	91	22	,	,	PUNCT
crl-16603	91	23	and	and	CCONJ
crl-16603	91	24	internal	internal	ADJ
crl-16603	91	25	values	value	NOUN
crl-16603	91	26	(	(	PUNCT
crl-16603	91	27	goals	goal	NOUN
crl-16603	91	28	,	,	PUNCT
crl-16603	91	29	ends	end	NOUN
crl-16603	91	30	,	,	PUNCT
crl-16603	91	31	purposes	purpose	NOUN
crl-16603	91	32	)	)	PUNCT
crl-16603	91	33	,	,	PUNCT
crl-16603	91	34	”	"	PUNCT
crl-16603	91	35	according	accord	VERB
crl-16603	91	36	to	to	ADP
crl-16603	91	37	nissenbaum.84	nissenbaum.84	PROPN
crl-16603	91	38	so	so	ADV
crl-16603	91	39	,	,	PUNCT
crl-16603	91	40	ethical	ethical	ADJ
crl-16603	91	41	codes	code	NOUN
crl-16603	91	42	written	write	VERB
crl-16603	91	43	to	to	PART
crl-16603	91	44	address	address	VERB
crl-16603	91	45	la	la	ADJ
crl-16603	91	46	issues	issue	NOUN
crl-16603	91	47	at	at	ADP
crl-16603	91	48	the	the	DET
crl-16603	91	49	macro	macro	ADJ
crl-16603	91	50	level	level	NOUN
crl-16603	91	51	(	(	PUNCT
crl-16603	91	52	such	such	ADJ
crl-16603	91	53	as	as	ADP
crl-16603	91	54	for	for	ADP
crl-16603	91	55	higher	high	ADJ
crl-16603	91	56	education	education	NOUN
crl-16603	91	57	writ	writ	VERB
crl-16603	91	58	large	large	ADJ
crl-16603	91	59	)	)	PUNCT
crl-16603	91	60	fail	fail	VERB
crl-16603	91	61	to	to	PART
crl-16603	91	62	account	account	VERB
crl-16603	91	63	for	for	ADP
crl-16603	91	64	the	the	DET
crl-16603	91	65	nuances	nuance	NOUN
crl-16603	91	66	of	of	ADP
crl-16603	91	67	meso	meso	NOUN
crl-16603	91	68	-	-	PUNCT
crl-16603	91	69	level	level	NOUN
crl-16603	91	70	contexts	context	NOUN
crl-16603	91	71	(	(	PUNCT
crl-16603	91	72	such	such	ADJ
crl-16603	91	73	as	as	ADP
crl-16603	91	74	particular	particular	ADJ
crl-16603	91	75	institutions	institution	NOUN
crl-16603	91	76	)	)	PUNCT
crl-16603	91	77	or	or	CCONJ
crl-16603	91	78	even	even	ADV
crl-16603	91	79	micro	micro	ADJ
crl-16603	91	80	-	-	ADJ
crl-16603	91	81	level	level	ADJ
crl-16603	91	82	contexts	context	NOUN
crl-16603	91	83	(	(	PUNCT
crl-16603	91	84	such	such	ADJ
crl-16603	91	85	as	as	ADP
crl-16603	91	86	libraries	library	NOUN
crl-16603	91	87	)	)	PUNCT
crl-16603	91	88	,	,	PUNCT
crl-16603	91	89	much	much	ADV
crl-16603	91	90	less	less	ADV
crl-16603	91	91	particular	particular	ADJ
crl-16603	91	92	populations	population	NOUN
crl-16603	91	93	those	those	DET
crl-16603	91	94	departments	department	NOUN
crl-16603	91	95	serve	serve	VERB
crl-16603	91	96	.	.	PUNCT
crl-16603	92	1	for	for	ADP
crl-16603	92	2	instance	instance	NOUN
crl-16603	92	3	,	,	PUNCT
crl-16603	92	4	broad	broad	ADJ
crl-16603	92	5	ethics	ethic	NOUN
crl-16603	92	6	codes	code	NOUN
crl-16603	92	7	are	be	AUX
crl-16603	92	8	not	not	PART
crl-16603	92	9	typically	typically	ADV
crl-16603	92	10	tuned	tune	VERB
crl-16603	92	11	to	to	ADP
crl-16603	92	12	the	the	DET
crl-16603	92	13	needs	need	NOUN
crl-16603	92	14	of	of	ADP
crl-16603	92	15	vulnerable	vulnerable	ADJ
crl-16603	92	16	student	student	NOUN
crl-16603	92	17	populations	population	NOUN
crl-16603	92	18	(	(	PUNCT
crl-16603	92	19	examples	example	NOUN
crl-16603	92	20	:	:	PUNCT
crl-16603	92	21	firstin	firstin	NOUN
crl-16603	92	22	-	-	PUNCT
crl-16603	92	23	family	family	NOUN
crl-16603	92	24	,	,	PUNCT
crl-16603	92	25	poor	poor	ADJ
crl-16603	92	26	,	,	PUNCT
crl-16603	92	27	of	of	ADP
crl-16603	92	28	color	color	NOUN
crl-16603	92	29	,	,	PUNCT
crl-16603	92	30	with	with	ADP
crl-16603	92	31	disabilities	disability	NOUN
crl-16603	92	32	)	)	PUNCT
crl-16603	92	33	.	.	PUNCT
crl-16603	93	1	ethical	ethical	ADJ
crl-16603	93	2	codes	code	NOUN
crl-16603	93	3	tuned	tune	VERB
crl-16603	93	4	for	for	ADP
crl-16603	93	5	the	the	DET
crl-16603	93	6	needs	need	NOUN
crl-16603	93	7	of	of	ADP
crl-16603	93	8	more	more	ADV
crl-16603	93	9	tightly	tightly	ADV
crl-16603	93	10	bound	bind	VERB
crl-16603	93	11	contexts	context	NOUN
crl-16603	93	12	will	will	AUX
crl-16603	93	13	often	often	ADV
crl-16603	93	14	be	be	AUX
crl-16603	93	15	able	able	ADJ
crl-16603	93	16	to	to	PART
crl-16603	93	17	address	address	VERB
crl-16603	93	18	the	the	DET
crl-16603	93	19	conflicts	conflict	NOUN
crl-16603	93	20	and	and	CCONJ
crl-16603	93	21	compatibilities	compatibility	NOUN
crl-16603	93	22	with	with	ADP
crl-16603	93	23	la	la	PROPN
crl-16603	93	24	,	,	PUNCT
crl-16603	93	25	whereas	whereas	SCONJ
crl-16603	93	26	general	general	ADJ
crl-16603	93	27	codes	code	NOUN
crl-16603	93	28	may	may	AUX
crl-16603	93	29	not	not	PART
crl-16603	93	30	be	be	AUX
crl-16603	93	31	able	able	ADJ
crl-16603	93	32	to	to	PART
crl-16603	93	33	address	address	VERB
crl-16603	93	34	specific	specific	ADJ
crl-16603	93	35	friction	friction	NOUN
crl-16603	93	36	points	point	NOUN
crl-16603	93	37	with	with	ADP
crl-16603	93	38	learning	learn	VERB
crl-16603	93	39	analytics	analytic	NOUN
crl-16603	93	40	and	and	CCONJ
crl-16603	93	41	the	the	DET
crl-16603	93	42	academic	academic	ADJ
crl-16603	93	43	library	library	NOUN
crl-16603	93	44	311	311	NUM
crl-16603	93	45	existing	exist	VERB
crl-16603	93	46	norms	norm	NOUN
crl-16603	93	47	and	and	CCONJ
crl-16603	93	48	values	value	NOUN
crl-16603	93	49	.	.	PUNCT
crl-16603	94	1	the	the	DET
crl-16603	94	2	american	american	PROPN
crl-16603	94	3	library	library	PROPN
crl-16603	94	4	association	association	PROPN
crl-16603	94	5	’s	’s	PART
crl-16603	94	6	(	(	PUNCT
crl-16603	94	7	ala	ala	PROPN
crl-16603	94	8	)	)	PUNCT
crl-16603	94	9	code	code	PROPN
crl-16603	94	10	of	of	ADP
crl-16603	94	11	ethics	ethic	NOUN
crl-16603	94	12	is	be	AUX
crl-16603	94	13	one	one	NUM
crl-16603	94	14	such	such	ADJ
crl-16603	94	15	fine	fine	ADV
crl-16603	94	16	-	-	PUNCT
crl-16603	94	17	tuned	tune	VERB
crl-16603	94	18	code	code	NOUN
crl-16603	94	19	that	that	PRON
crl-16603	94	20	can	can	AUX
crl-16603	94	21	directly	directly	ADV
crl-16603	94	22	address	address	VERB
crl-16603	94	23	issues	issue	NOUN
crl-16603	94	24	with	with	ADP
crl-16603	94	25	la	la	PROPN
crl-16603	94	26	.	.	PUNCT
crl-16603	95	1	the	the	DET
crl-16603	95	2	code	code	NOUN
crl-16603	95	3	of	of	ADP
crl-16603	95	4	ethics	ethic	NOUN
crl-16603	95	5	,	,	PUNCT
crl-16603	95	6	which	which	PRON
crl-16603	95	7	has	have	AUX
crl-16603	95	8	been	be	AUX
crl-16603	95	9	consistently	consistently	ADV
crl-16603	95	10	reviewed	review	VERB
crl-16603	95	11	and	and	CCONJ
crl-16603	95	12	amended	amend	VERB
crl-16603	95	13	since	since	SCONJ
crl-16603	95	14	1939	1939	NUM
crl-16603	95	15	,	,	PUNCT
crl-16603	95	16	guides	guide	VERB
crl-16603	95	17	academic	academic	ADJ
crl-16603	95	18	librarians	librarian	NOUN
crl-16603	95	19	in	in	ADP
crl-16603	95	20	the	the	DET
crl-16603	95	21	united	united	PROPN
crl-16603	95	22	states	states	PROPN
crl-16603	95	23	.	.	PUNCT
crl-16603	96	1	in	in	ADP
crl-16603	96	2	a	a	DET
crl-16603	96	3	preface	preface	NOUN
crl-16603	96	4	to	to	ADP
crl-16603	96	5	its	its	PRON
crl-16603	96	6	eight	eight	NUM
crl-16603	96	7	principles	principle	NOUN
crl-16603	96	8	,	,	PUNCT
crl-16603	96	9	the	the	DET
crl-16603	96	10	code	code	NOUN
crl-16603	96	11	reads	read	VERB
crl-16603	96	12	:	:	PUNCT
crl-16603	96	13	“	"	PUNCT
crl-16603	96	14	ethical	ethical	ADJ
crl-16603	96	15	dilemmas	dilemma	NOUN
crl-16603	96	16	occur	occur	VERB
crl-16603	96	17	when	when	SCONJ
crl-16603	96	18	values	value	NOUN
crl-16603	96	19	are	be	AUX
crl-16603	96	20	in	in	ADP
crl-16603	96	21	conflict	conflict	NOUN
crl-16603	96	22	.	.	PUNCT
crl-16603	97	1	the	the	DET
crl-16603	97	2	[	[	X
crl-16603	97	3	ala	ala	X
crl-16603	97	4	]	]	X
crl-16603	97	5	code	code	NOUN
crl-16603	97	6	of	of	ADP
crl-16603	97	7	ethics	ethic	NOUN
crl-16603	97	8	states	state	VERB
crl-16603	97	9	the	the	DET
crl-16603	97	10	values	value	NOUN
crl-16603	97	11	to	to	PART
crl-16603	97	12	which	which	PRON
crl-16603	97	13	we	we	PRON
crl-16603	97	14	are	be	AUX
crl-16603	97	15	committed	commit	VERB
crl-16603	97	16	,	,	PUNCT
crl-16603	97	17	and	and	CCONJ
crl-16603	97	18	embodies	embody	VERB
crl-16603	97	19	the	the	DET
crl-16603	97	20	ethical	ethical	ADJ
crl-16603	97	21	responsibilities	responsibility	NOUN
crl-16603	97	22	of	of	ADP
crl-16603	97	23	the	the	DET
crl-16603	97	24	profession	profession	NOUN
crl-16603	97	25	in	in	ADP
crl-16603	97	26	this	this	DET
crl-16603	97	27	changing	change	VERB
crl-16603	97	28	information	information	NOUN
crl-16603	97	29	environment	environment	NOUN
crl-16603	97	30	.	.	PUNCT
crl-16603	98	1	”85	”85	PUNCT
crl-16603	99	1	the	the	DET
crl-16603	99	2	ala	ala	NOUN
crl-16603	99	3	recognizes	recognize	VERB
crl-16603	99	4	that	that	SCONJ
crl-16603	99	5	the	the	DET
crl-16603	99	6	code	code	NOUN
crl-16603	99	7	is	be	AUX
crl-16603	99	8	a	a	DET
crl-16603	99	9	“	"	PUNCT
crl-16603	99	10	framework	framework	NOUN
crl-16603	99	11	”	"	PUNCT
crl-16603	99	12	for	for	ADP
crl-16603	99	13	ethical	ethical	ADJ
crl-16603	99	14	decision	decision	NOUN
crl-16603	99	15	making	making	NOUN
crl-16603	99	16	,	,	PUNCT
crl-16603	99	17	not	not	PART
crl-16603	99	18	a	a	DET
crl-16603	99	19	series	series	NOUN
crl-16603	99	20	of	of	ADP
crl-16603	99	21	commandments	commandment	NOUN
crl-16603	99	22	,	,	PUNCT
crl-16603	99	23	and	and	CCONJ
crl-16603	99	24	that	that	SCONJ
crl-16603	99	25	its	its	PRON
crl-16603	99	26	principles	principle	NOUN
crl-16603	99	27	“	"	PUNCT
crl-16603	99	28	can	can	AUX
crl-16603	99	29	not	not	PART
crl-16603	99	30	and	and	CCONJ
crl-16603	99	31	do	do	AUX
crl-16603	99	32	not	not	PART
crl-16603	99	33	dictate	dictate	VERB
crl-16603	99	34	conduct	conduct	NOUN
crl-16603	99	35	to	to	PART
crl-16603	99	36	cover	cover	VERB
crl-16603	99	37	particular	particular	ADJ
crl-16603	99	38	situations	situation	NOUN
crl-16603	99	39	.	.	PUNCT
crl-16603	99	40	”	"	PUNCT
crl-16603	100	1	research	research	NOUN
crl-16603	100	2	on	on	ADP
crl-16603	100	3	ethical	ethical	ADJ
crl-16603	100	4	conflicts	conflict	NOUN
crl-16603	100	5	in	in	ADP
crl-16603	100	6	the	the	DET
crl-16603	100	7	library	library	NOUN
crl-16603	100	8	and	and	CCONJ
crl-16603	100	9	information	information	NOUN
crl-16603	100	10	science	science	NOUN
crl-16603	100	11	literature	literature	NOUN
crl-16603	100	12	have	have	AUX
crl-16603	100	13	shown	show	VERB
crl-16603	100	14	that	that	SCONJ
crl-16603	100	15	the	the	DET
crl-16603	100	16	code	code	NOUN
crl-16603	100	17	of	of	ADP
crl-16603	100	18	ethics	ethic	NOUN
crl-16603	100	19	only	only	ADV
crl-16603	100	20	serves	serve	VERB
crl-16603	100	21	as	as	ADP
crl-16603	100	22	a	a	DET
crl-16603	100	23	starting	starting	NOUN
crl-16603	100	24	point	point	NOUN
crl-16603	100	25	for	for	ADP
crl-16603	100	26	navigating	navigate	VERB
crl-16603	100	27	ethical	ethical	ADJ
crl-16603	100	28	issues.86	issues.86	NOUN
crl-16603	100	29	but	but	CCONJ
crl-16603	100	30	even	even	ADV
crl-16603	100	31	though	though	SCONJ
crl-16603	100	32	the	the	DET
crl-16603	100	33	code	code	NOUN
crl-16603	100	34	of	of	ADP
crl-16603	100	35	ethics	ethic	NOUN
crl-16603	100	36	does	do	AUX
crl-16603	100	37	not	not	PART
crl-16603	100	38	provide	provide	VERB
crl-16603	100	39	an	an	DET
crl-16603	100	40	action	action	NOUN
crl-16603	100	41	pathway	pathway	NOUN
crl-16603	100	42	for	for	ADP
crl-16603	100	43	specific	specific	ADJ
crl-16603	100	44	circumstances	circumstance	NOUN
crl-16603	100	45	,	,	PUNCT
crl-16603	100	46	it	it	PRON
crl-16603	100	47	still	still	ADV
crl-16603	100	48	informs	inform	VERB
crl-16603	100	49	librarians	librarian	NOUN
crl-16603	100	50	of	of	ADP
crl-16603	100	51	the	the	DET
crl-16603	100	52	profession	profession	NOUN
crl-16603	100	53	’s	’s	PART
crl-16603	100	54	values	value	NOUN
crl-16603	100	55	in	in	ADP
crl-16603	100	56	ways	way	NOUN
crl-16603	100	57	that	that	PRON
crl-16603	100	58	more	more	ADJ
crl-16603	100	59	general	general	ADJ
crl-16603	100	60	codes	code	NOUN
crl-16603	100	61	can	can	AUX
crl-16603	100	62	not	not	PART
crl-16603	100	63	.	.	PUNCT
crl-16603	101	1	we	we	PRON
crl-16603	101	2	see	see	VERB
crl-16603	101	3	several	several	ADJ
crl-16603	101	4	conflicts	conflict	NOUN
crl-16603	101	5	with	with	ADP
crl-16603	101	6	the	the	DET
crl-16603	101	7	code	code	NOUN
crl-16603	101	8	of	of	ADP
crl-16603	101	9	ethics	ethic	NOUN
crl-16603	101	10	when	when	SCONJ
crl-16603	101	11	libraries	library	NOUN
crl-16603	101	12	provide	provide	VERB
crl-16603	101	13	data	datum	NOUN
crl-16603	101	14	to	to	PART
crl-16603	101	15	,	,	PUNCT
crl-16603	101	16	help	help	VERB
crl-16603	101	17	with	with	ADP
crl-16603	101	18	data	datum	NOUN
crl-16603	101	19	analysis	analysis	NOUN
crl-16603	101	20	for	for	ADP
crl-16603	101	21	,	,	PUNCT
crl-16603	101	22	or	or	CCONJ
crl-16603	101	23	conduct	conduct	VERB
crl-16603	101	24	la	la	ADJ
crl-16603	101	25	initiatives	initiative	NOUN
crl-16603	101	26	themselves	themselves	PRON
crl-16603	101	27	.	.	PUNCT
crl-16603	102	1	la	la	ADV
crl-16603	102	2	does	do	AUX
crl-16603	102	3	not	not	PART
crl-16603	102	4	conflict	conflict	VERB
crl-16603	102	5	with	with	ADP
crl-16603	102	6	all	all	DET
crl-16603	102	7	eight	eight	NUM
crl-16603	102	8	principles	principle	NOUN
crl-16603	102	9	in	in	ADP
crl-16603	102	10	the	the	DET
crl-16603	102	11	code	code	NOUN
crl-16603	102	12	of	of	ADP
crl-16603	102	13	ethics	ethic	NOUN
crl-16603	102	14	,	,	PUNCT
crl-16603	102	15	but	but	CCONJ
crl-16603	102	16	the	the	DET
crl-16603	102	17	practice	practice	NOUN
crl-16603	102	18	clearly	clearly	ADV
crl-16603	102	19	implicates	implicate	VERB
crl-16603	102	20	the	the	DET
crl-16603	102	21	following	follow	VERB
crl-16603	102	22	three	three	NUM
crl-16603	102	23	principles	principle	NOUN
crl-16603	102	24	(	(	PUNCT
crl-16603	102	25	following	follow	VERB
crl-16603	102	26	their	their	PRON
crl-16603	102	27	numbering	numbering	NOUN
crl-16603	102	28	in	in	ADP
crl-16603	102	29	the	the	DET
crl-16603	102	30	code	code	NOUN
crl-16603	102	31	of	of	ADP
crl-16603	102	32	ethics	ethic	NOUN
crl-16603	102	33	):	):	PUNCT
crl-16603	102	34	ii	ii	PROPN
crl-16603	102	35	.	.	PUNCT
crl-16603	103	1	we	we	PRON
crl-16603	103	2	uphold	uphold	VERB
crl-16603	103	3	the	the	DET
crl-16603	103	4	principles	principle	NOUN
crl-16603	103	5	of	of	ADP
crl-16603	103	6	intellectual	intellectual	ADJ
crl-16603	103	7	freedom	freedom	NOUN
crl-16603	103	8	and	and	CCONJ
crl-16603	103	9	resist	resist	VERB
crl-16603	103	10	all	all	DET
crl-16603	103	11	efforts	effort	NOUN
crl-16603	103	12	to	to	PART
crl-16603	103	13	censor	censor	VERB
crl-16603	103	14	library	library	NOUN
crl-16603	103	15	resources	resource	NOUN
crl-16603	103	16	.	.	PUNCT
crl-16603	104	1	iii	iii	PROPN
crl-16603	104	2	.	.	PUNCT
crl-16603	105	1	we	we	PRON
crl-16603	105	2	protect	protect	VERB
crl-16603	105	3	each	each	DET
crl-16603	105	4	library	library	NOUN
crl-16603	105	5	user	user	NOUN
crl-16603	105	6	’s	’s	PART
crl-16603	105	7	right	right	ADJ
crl-16603	105	8	to	to	ADP
crl-16603	105	9	privacy	privacy	NOUN
crl-16603	105	10	and	and	CCONJ
crl-16603	105	11	confidentiality	confidentiality	NOUN
crl-16603	105	12	with	with	ADP
crl-16603	105	13	respect	respect	NOUN
crl-16603	105	14	to	to	ADP
crl-16603	105	15	information	information	NOUN
crl-16603	105	16	sought	seek	VERB
crl-16603	105	17	or	or	CCONJ
crl-16603	105	18	received	receive	VERB
crl-16603	105	19	and	and	CCONJ
crl-16603	105	20	resources	resource	NOUN
crl-16603	105	21	consulted	consult	VERB
crl-16603	105	22	,	,	PUNCT
crl-16603	105	23	borrowed	borrow	VERB
crl-16603	105	24	,	,	PUNCT
crl-16603	105	25	acquired	acquire	VERB
crl-16603	105	26	or	or	CCONJ
crl-16603	105	27	transmitted	transmit	VERB
crl-16603	105	28	.	.	PUNCT
crl-16603	106	1	iv	iv	NOUN
crl-16603	106	2	.	.	PUNCT
crl-16603	107	1	we	we	PRON
crl-16603	107	2	respect	respect	VERB
crl-16603	107	3	intellectual	intellectual	ADJ
crl-16603	107	4	property	property	NOUN
crl-16603	107	5	rights	right	NOUN
crl-16603	107	6	and	and	CCONJ
crl-16603	107	7	advocate	advocate	VERB
crl-16603	107	8	balance	balance	NOUN
crl-16603	107	9	between	between	ADP
crl-16603	107	10	the	the	DET
crl-16603	107	11	interests	interest	NOUN
crl-16603	107	12	of	of	ADP
crl-16603	107	13	information	information	NOUN
crl-16603	107	14	users	user	NOUN
crl-16603	107	15	and	and	CCONJ
crl-16603	107	16	rights	right	NOUN
crl-16603	107	17	holders	holder	NOUN
crl-16603	107	18	.	.	PUNCT
crl-16603	108	1	we	we	PRON
crl-16603	108	2	take	take	VERB
crl-16603	108	3	each	each	DET
crl-16603	108	4	ethical	ethical	ADJ
crl-16603	108	5	conflict	conflict	NOUN
crl-16603	108	6	in	in	ADP
crl-16603	108	7	turn	turn	NOUN
crl-16603	108	8	below	below	ADV
crl-16603	108	9	in	in	ADP
crl-16603	108	10	relationship	relationship	NOUN
crl-16603	108	11	to	to	ADP
crl-16603	108	12	actual	actual	ADJ
crl-16603	108	13	and	and	CCONJ
crl-16603	108	14	reasonable	reasonable	ADJ
crl-16603	108	15	hypothetical	hypothetical	ADJ
crl-16603	108	16	practices	practice	NOUN
crl-16603	108	17	.	.	PUNCT
crl-16603	109	1	ethical	ethical	ADJ
crl-16603	109	2	frictions	friction	NOUN
crl-16603	109	3	with	with	ADP
crl-16603	109	4	learning	learn	VERB
crl-16603	109	5	analytics	analytic	NOUN
crl-16603	109	6	intellectual	intellectual	ADJ
crl-16603	109	7	freedom	freedom	NOUN
crl-16603	109	8	and	and	CCONJ
crl-16603	109	9	censorship	censorship	NOUN
crl-16603	109	10	modern	modern	ADJ
crl-16603	109	11	academic	academic	ADJ
crl-16603	109	12	librarianship	librarianship	NOUN
crl-16603	109	13	staunchly	staunchly	ADV
crl-16603	109	14	advocates	advocate	VERB
crl-16603	109	15	for	for	ADP
crl-16603	109	16	intellectual	intellectual	ADJ
crl-16603	109	17	freedom	freedom	NOUN
crl-16603	109	18	,	,	PUNCT
crl-16603	109	19	defined	define	VERB
crl-16603	109	20	as	as	ADP
crl-16603	109	21	“	"	PUNCT
crl-16603	109	22	the	the	DET
crl-16603	109	23	right	right	NOUN
crl-16603	109	24	of	of	ADP
crl-16603	109	25	every	every	DET
crl-16603	109	26	individual	individual	NOUN
crl-16603	109	27	to	to	PART
crl-16603	109	28	both	both	CCONJ
crl-16603	109	29	seek	seek	VERB
crl-16603	109	30	and	and	CCONJ
crl-16603	109	31	receive	receive	VERB
crl-16603	109	32	information	information	NOUN
crl-16603	109	33	from	from	ADP
crl-16603	109	34	all	all	DET
crl-16603	109	35	points	point	NOUN
crl-16603	109	36	of	of	ADP
crl-16603	109	37	view	view	NOUN
crl-16603	109	38	without	without	ADP
crl-16603	109	39	restriction	restriction	NOUN
crl-16603	110	1	[	[	X
crl-16603	110	2	that	that	PRON
crl-16603	110	3	is	be	AUX
crl-16603	110	4	to	to	PART
crl-16603	110	5	say	say	VERB
crl-16603	110	6	,	,	PUNCT
crl-16603	110	7	censorship].”87	censorship].”87	NOUN
crl-16603	110	8	this	this	DET
crl-16603	110	9	focus	focus	VERB
crl-16603	110	10	on	on	ADP
crl-16603	110	11	receiving	receive	VERB
crl-16603	110	12	information	information	NOUN
crl-16603	110	13	,	,	PUNCT
crl-16603	110	14	however	however	ADV
crl-16603	110	15	,	,	PUNCT
crl-16603	110	16	is	be	AUX
crl-16603	110	17	only	only	ADV
crl-16603	110	18	one	one	NUM
crl-16603	110	19	aspect	aspect	NOUN
crl-16603	110	20	of	of	ADP
crl-16603	110	21	intellectual	intellectual	ADJ
crl-16603	110	22	freedom	freedom	NOUN
crl-16603	110	23	.	.	PUNCT
crl-16603	111	1	dresang	dresang	PROPN
crl-16603	111	2	adds	add	VERB
crl-16603	111	3	that	that	SCONJ
crl-16603	111	4	intellectual	intellectual	ADJ
crl-16603	111	5	freedom	freedom	NOUN
crl-16603	111	6	requires	require	VERB
crl-16603	111	7	particular	particular	ADJ
crl-16603	111	8	conditions	condition	NOUN
crl-16603	111	9	that	that	PRON
crl-16603	111	10	do	do	AUX
crl-16603	111	11	not	not	PART
crl-16603	111	12	restrict	restrict	VERB
crl-16603	111	13	thoughts	thought	NOUN
crl-16603	111	14	,	,	PUNCT
crl-16603	111	15	beliefs	belief	NOUN
crl-16603	111	16	,	,	PUNCT
crl-16603	111	17	and	and	CCONJ
crl-16603	111	18	association	association	NOUN
crl-16603	111	19	with	with	ADP
crl-16603	111	20	others.88	others.88	PROPN
crl-16603	111	21	and	and	CCONJ
crl-16603	111	22	johnson	johnson	PROPN
crl-16603	111	23	contends	contend	VERB
crl-16603	111	24	that	that	SCONJ
crl-16603	111	25	intellectual	intellectual	ADJ
crl-16603	111	26	freedom	freedom	NOUN
crl-16603	111	27	also	also	ADV
crl-16603	111	28	enables	enable	VERB
crl-16603	111	29	an	an	DET
crl-16603	111	30	individual	individual	NOUN
crl-16603	111	31	to	to	PART
crl-16603	111	32	create	create	VERB
crl-16603	111	33	information	information	NOUN
crl-16603	111	34	,	,	PUNCT
crl-16603	111	35	not	not	PART
crl-16603	111	36	just	just	ADV
crl-16603	111	37	consume	consume	AUX
crl-16603	111	38	it.89	it.89	PROPN
crl-16603	111	39	summarized	summarize	VERB
crl-16603	111	40	,	,	PUNCT
crl-16603	111	41	intellectual	intellectual	ADJ
crl-16603	111	42	freedom	freedom	NOUN
crl-16603	111	43	concerns	concern	NOUN
crl-16603	111	44	which	which	DET
crl-16603	111	45	information	information	NOUN
crl-16603	111	46	one	one	PRON
crl-16603	111	47	can	can	AUX
crl-16603	111	48	access	access	VERB
crl-16603	111	49	,	,	PUNCT
crl-16603	111	50	how	how	SCONJ
crl-16603	111	51	one	one	PRON
crl-16603	111	52	engages	engage	VERB
crl-16603	111	53	with	with	ADP
crl-16603	111	54	that	that	DET
crl-16603	111	55	information	information	NOUN
crl-16603	111	56	in	in	ADP
crl-16603	111	57	association	association	NOUN
crl-16603	111	58	with	with	ADP
crl-16603	111	59	others	other	NOUN
crl-16603	111	60	,	,	PUNCT
crl-16603	111	61	and	and	CCONJ
crl-16603	111	62	the	the	DET
crl-16603	111	63	degree	degree	NOUN
crl-16603	111	64	to	to	PART
crl-16603	111	65	which	which	PRON
crl-16603	111	66	one	one	PRON
crl-16603	111	67	may	may	AUX
crl-16603	111	68	create	create	VERB
crl-16603	111	69	new	new	ADJ
crl-16603	111	70	information	information	NOUN
crl-16603	111	71	.	.	PUNCT
crl-16603	112	1	la	la	PROPN
crl-16603	112	2	compromises	compromise	VERB
crl-16603	112	3	intellectual	intellectual	ADJ
crl-16603	112	4	freedom	freedom	NOUN
crl-16603	112	5	when	when	SCONJ
crl-16603	112	6	institutional	institutional	ADJ
crl-16603	112	7	actors	actor	NOUN
crl-16603	112	8	,	,	PUNCT
crl-16603	112	9	system	system	NOUN
crl-16603	112	10	designers	designer	NOUN
crl-16603	112	11	,	,	PUNCT
crl-16603	112	12	and	and	CCONJ
crl-16603	112	13	algorithms	algorithms	NOUN
crl-16603	112	14	limit	limit	VERB
crl-16603	112	15	opportunities	opportunity	NOUN
crl-16603	112	16	to	to	PART
crl-16603	112	17	engage	engage	VERB
crl-16603	112	18	in	in	ADP
crl-16603	112	19	the	the	DET
crl-16603	112	20	creation	creation	NOUN
crl-16603	112	21	and	and	CCONJ
crl-16603	112	22	consumption	consumption	NOUN
crl-16603	112	23	of	of	ADP
crl-16603	112	24	intellectual	intellectual	ADJ
crl-16603	112	25	materials	material	NOUN
crl-16603	112	26	.	.	PUNCT
crl-16603	113	1	so	so	ADV
crl-16603	113	2	-	-	PUNCT
crl-16603	113	3	called	call	VERB
crl-16603	113	4	“	"	PUNCT
crl-16603	113	5	nudging	nudging	ADJ
crl-16603	113	6	”	"	PUNCT
crl-16603	113	7	techniques	technique	NOUN
crl-16603	113	8	direct	direct	ADJ
crl-16603	113	9	students	student	NOUN
crl-16603	113	10	toward	toward	ADP
crl-16603	113	11	particular	particular	ADJ
crl-16603	113	12	learning	learning	NOUN
crl-16603	113	13	resources	resource	NOUN
crl-16603	113	14	or	or	CCONJ
crl-16603	113	15	to	to	PART
crl-16603	113	16	change	change	VERB
crl-16603	113	17	their	their	PRON
crl-16603	113	18	behaviors.90	behaviors.90	NOUN
crl-16603	113	19	what	what	PRON
crl-16603	113	20	connects	connect	VERB
crl-16603	113	21	nudging	nudging	ADJ
crl-16603	113	22	in	in	ADP
crl-16603	113	23	learning	learn	VERB
crl-16603	113	24	environments	environment	NOUN
crl-16603	113	25	to	to	ADP
crl-16603	113	26	intellectual	intellectual	ADJ
crl-16603	113	27	freedom	freedom	NOUN
crl-16603	113	28	concerns	concern	NOUN
crl-16603	113	29	is	be	AUX
crl-16603	113	30	the	the	DET
crl-16603	113	31	ability	ability	NOUN
crl-16603	113	32	of	of	ADP
crl-16603	113	33	an	an	DET
crl-16603	113	34	instructor	instructor	NOUN
crl-16603	113	35	to	to	PART
crl-16603	113	36	assess	assess	VERB
crl-16603	113	37	and	and	CCONJ
crl-16603	113	38	penalize	penalize	VERB
crl-16603	113	39	students	student	NOUN
crl-16603	113	40	for	for	ADP
crl-16603	113	41	not	not	PART
crl-16603	113	42	responding	respond	VERB
crl-16603	113	43	to	to	ADP
crl-16603	113	44	the	the	DET
crl-16603	113	45	nudge	nudge	NOUN
crl-16603	113	46	.	.	PUNCT
crl-16603	114	1	subsequently	subsequently	ADV
crl-16603	114	2	,	,	PUNCT
crl-16603	114	3	the	the	DET
crl-16603	114	4	student	student	NOUN
crl-16603	114	5	may	may	AUX
crl-16603	114	6	decide	decide	VERB
crl-16603	114	7	always	always	ADV
crl-16603	114	8	and	and	CCONJ
crl-16603	114	9	only	only	ADV
crl-16603	114	10	to	to	PART
crl-16603	114	11	pursue	pursue	VERB
crl-16603	114	12	materials	material	NOUN
crl-16603	114	13	suggested	suggest	VERB
crl-16603	114	14	by	by	ADP
crl-16603	114	15	la	la	PROPN
crl-16603	114	16	systems	system	NOUN
crl-16603	114	17	,	,	PUNCT
crl-16603	114	18	replacing	replace	VERB
crl-16603	114	19	personal	personal	ADJ
crl-16603	114	20	intellectual	intellectual	ADJ
crl-16603	114	21	values	value	NOUN
crl-16603	114	22	with	with	ADP
crl-16603	114	23	those	those	PRON
crl-16603	114	24	pushed	push	VERB
crl-16603	114	25	by	by	ADP
crl-16603	114	26	his	his	PRON
crl-16603	114	27	or	or	CCONJ
crl-16603	114	28	her	her	PRON
crl-16603	114	29	institution.91	institution.91	NOUN
crl-16603	114	30	312	312	NUM
crl-16603	114	31	college	college	PROPN
crl-16603	114	32	&	&	CCONJ
crl-16603	114	33	research	research	PROPN
crl-16603	114	34	libraries	library	NOUN
crl-16603	114	35	april	april	PROPN
crl-16603	114	36	2018	2018	NUM
crl-16603	114	37	consider	consider	VERB
crl-16603	114	38	the	the	DET
crl-16603	114	39	following	follow	VERB
crl-16603	114	40	example	example	NOUN
crl-16603	114	41	.	.	PUNCT
crl-16603	115	1	professor	professor	PROPN
crl-16603	115	2	gutierrez	gutierrez	PROPN
crl-16603	115	3	uses	use	VERB
crl-16603	115	4	la	la	PROPN
crl-16603	115	5	to	to	PART
crl-16603	115	6	track	track	VERB
crl-16603	115	7	his	his	PRON
crl-16603	115	8	students	student	NOUN
crl-16603	115	9	’	’	PART
crl-16603	115	10	interactions	interaction	NOUN
crl-16603	115	11	with	with	ADP
crl-16603	115	12	library	library	NOUN
crl-16603	115	13	resources	resource	NOUN
crl-16603	115	14	.	.	PUNCT
crl-16603	116	1	he	he	PRON
crl-16603	116	2	uses	use	VERB
crl-16603	116	3	the	the	DET
crl-16603	116	4	system	system	NOUN
crl-16603	116	5	’s	’s	PART
crl-16603	116	6	features	feature	NOUN
crl-16603	116	7	to	to	PART
crl-16603	116	8	nudge	nudge	VERB
crl-16603	116	9	students	student	NOUN
crl-16603	116	10	away	away	ADV
crl-16603	116	11	from	from	ADP
crl-16603	116	12	and	and	CCONJ
crl-16603	116	13	to	to	ADP
crl-16603	116	14	other	other	ADJ
crl-16603	116	15	resources	resource	NOUN
crl-16603	116	16	he	he	PRON
crl-16603	116	17	believes	believe	VERB
crl-16603	116	18	are	be	AUX
crl-16603	116	19	trustworthy	trustworthy	ADJ
crl-16603	116	20	and	and	CCONJ
crl-16603	116	21	valuable	valuable	ADJ
crl-16603	116	22	for	for	ADP
crl-16603	116	23	student	student	NOUN
crl-16603	116	24	learning	learning	NOUN
crl-16603	116	25	.	.	PUNCT
crl-16603	117	1	surely	surely	ADV
crl-16603	117	2	,	,	PUNCT
crl-16603	117	3	the	the	DET
crl-16603	117	4	professor	professor	NOUN
crl-16603	117	5	has	have	VERB
crl-16603	117	6	an	an	DET
crl-16603	117	7	instructional	instructional	ADJ
crl-16603	117	8	responsibility	responsibility	NOUN
crl-16603	117	9	to	to	PART
crl-16603	117	10	lead	lead	VERB
crl-16603	117	11	students	student	NOUN
crl-16603	117	12	to	to	PART
crl-16603	117	13	engage	engage	VERB
crl-16603	117	14	with	with	ADP
crl-16603	117	15	materials	material	NOUN
crl-16603	117	16	that	that	PRON
crl-16603	117	17	will	will	AUX
crl-16603	117	18	yield	yield	VERB
crl-16603	117	19	positive	positive	ADJ
crl-16603	117	20	learning	learning	NOUN
crl-16603	117	21	outcomes	outcome	NOUN
crl-16603	117	22	and	and	CCONJ
crl-16603	117	23	experiences	experience	NOUN
crl-16603	117	24	.	.	PUNCT
crl-16603	118	1	yet	yet	ADV
crl-16603	118	2	,	,	PUNCT
crl-16603	118	3	it	it	PRON
crl-16603	118	4	is	be	AUX
crl-16603	118	5	just	just	ADV
crl-16603	118	6	as	as	ADV
crl-16603	118	7	plausible	plausible	ADJ
crl-16603	118	8	that	that	SCONJ
crl-16603	118	9	the	the	DET
crl-16603	118	10	professor	professor	NOUN
crl-16603	118	11	could	could	AUX
crl-16603	118	12	“	"	PUNCT
crl-16603	118	13	whitelist	whitelist	ADJ
crl-16603	118	14	”	"	PUNCT
crl-16603	118	15	some	some	DET
crl-16603	118	16	texts	text	NOUN
crl-16603	118	17	and	and	CCONJ
crl-16603	118	18	“	"	PUNCT
crl-16603	118	19	blacklist	blacklist	NOUN
crl-16603	118	20	”	"	PUNCT
crl-16603	118	21	others	other	NOUN
crl-16603	118	22	based	base	VERB
crl-16603	118	23	on	on	ADP
crl-16603	118	24	personal	personal	ADJ
crl-16603	118	25	preference	preference	NOUN
crl-16603	118	26	or	or	CCONJ
crl-16603	118	27	political	political	ADJ
crl-16603	118	28	persuasion	persuasion	NOUN
crl-16603	118	29	—	—	PUNCT
crl-16603	118	30	not	not	PART
crl-16603	118	31	instructional	instructional	ADJ
crl-16603	118	32	merit	merit	NOUN
crl-16603	118	33	—	—	PUNCT
crl-16603	118	34	using	use	VERB
crl-16603	118	35	la	la	PROPN
crl-16603	118	36	to	to	PART
crl-16603	118	37	nudge	nudge	VERB
crl-16603	118	38	students	student	NOUN
crl-16603	118	39	away	away	ADV
crl-16603	118	40	from	from	ADP
crl-16603	118	41	these	these	DET
crl-16603	118	42	texts	text	NOUN
crl-16603	118	43	.	.	PUNCT
crl-16603	119	1	students	student	NOUN
crl-16603	119	2	would	would	AUX
crl-16603	119	3	not	not	PART
crl-16603	119	4	be	be	AUX
crl-16603	119	5	provided	provide	VERB
crl-16603	119	6	the	the	DET
crl-16603	119	7	opportunity	opportunity	NOUN
crl-16603	119	8	to	to	PART
crl-16603	119	9	engage	engage	VERB
crl-16603	119	10	with	with	ADP
crl-16603	119	11	these	these	DET
crl-16603	119	12	materials	material	NOUN
crl-16603	119	13	,	,	PUNCT
crl-16603	119	14	or	or	CCONJ
crl-16603	119	15	professor	professor	NOUN
crl-16603	119	16	gutierrez	gutierrez	PROPN
crl-16603	119	17	could	could	AUX
crl-16603	119	18	penalize	penalize	VERB
crl-16603	119	19	them	they	PRON
crl-16603	119	20	for	for	ADP
crl-16603	119	21	doing	do	VERB
crl-16603	119	22	so	so	ADV
crl-16603	119	23	once	once	SCONJ
crl-16603	119	24	the	the	DET
crl-16603	119	25	system	system	NOUN
crl-16603	119	26	alerts	alert	VERB
crl-16603	119	27	him	he	PRON
crl-16603	119	28	of	of	ADP
crl-16603	119	29	his	his	PRON
crl-16603	119	30	students	student	NOUN
crl-16603	119	31	’	’	PART
crl-16603	119	32	behaviors	behavior	NOUN
crl-16603	119	33	.	.	PUNCT
crl-16603	120	1	either	either	CCONJ
crl-16603	120	2	way	way	NOUN
crl-16603	120	3	,	,	PUNCT
crl-16603	120	4	tracking	tracking	NOUN
crl-16603	120	5	and	and	CCONJ
crl-16603	120	6	nudging	nudging	NOUN
crl-16603	120	7	supported	support	VERB
crl-16603	120	8	by	by	ADP
crl-16603	120	9	la	la	PROPN
crl-16603	120	10	limits	limit	NOUN
crl-16603	120	11	the	the	DET
crl-16603	120	12	degree	degree	NOUN
crl-16603	120	13	to	to	PART
crl-16603	120	14	which	which	PRON
crl-16603	120	15	his	his	PRON
crl-16603	120	16	students	student	NOUN
crl-16603	120	17	can	can	AUX
crl-16603	120	18	pursue	pursue	VERB
crl-16603	120	19	intellectual	intellectual	ADJ
crl-16603	120	20	materials	material	NOUN
crl-16603	120	21	according	accord	VERB
crl-16603	120	22	to	to	ADP
crl-16603	120	23	their	their	PRON
crl-16603	120	24	own	own	ADJ
crl-16603	120	25	interests	interest	NOUN
crl-16603	120	26	.	.	PUNCT
crl-16603	121	1	third	third	ADJ
crl-16603	121	2	-	-	PUNCT
crl-16603	121	3	party	party	NOUN
crl-16603	121	4	learning	learning	NOUN
crl-16603	121	5	environments	environment	NOUN
crl-16603	121	6	that	that	PRON
crl-16603	121	7	track	track	VERB
crl-16603	121	8	student	student	NOUN
crl-16603	121	9	behaviors	behavior	NOUN
crl-16603	121	10	also	also	ADV
crl-16603	121	11	present	present	VERB
crl-16603	121	12	intellectual	intellectual	ADJ
crl-16603	121	13	freedom	freedom	NOUN
crl-16603	121	14	issues	issue	NOUN
crl-16603	121	15	.	.	PUNCT
crl-16603	122	1	educational	educational	ADJ
crl-16603	122	2	platforms	platform	NOUN
crl-16603	122	3	that	that	PRON
crl-16603	122	4	provide	provide	VERB
crl-16603	122	5	students	student	NOUN
crl-16603	122	6	access	access	NOUN
crl-16603	122	7	to	to	ADP
crl-16603	122	8	packaged	package	VERB
crl-16603	122	9	articles	article	NOUN
crl-16603	122	10	,	,	PUNCT
crl-16603	122	11	e	e	NOUN
crl-16603	122	12	-	-	NOUN
crl-16603	122	13	books	book	NOUN
crl-16603	122	14	,	,	PUNCT
crl-16603	122	15	and	and	CCONJ
crl-16603	122	16	other	other	ADJ
crl-16603	122	17	resources	resource	NOUN
crl-16603	122	18	via	via	ADP
crl-16603	122	19	library	library	NOUN
crl-16603	122	20	-	-	PUNCT
crl-16603	122	21	vendor	vendor	NOUN
crl-16603	122	22	relationships	relationship	NOUN
crl-16603	122	23	may	may	AUX
crl-16603	122	24	suppress	suppress	VERB
crl-16603	122	25	access	access	NOUN
crl-16603	122	26	to	to	ADP
crl-16603	122	27	specific	specific	ADJ
crl-16603	122	28	materials	material	NOUN
crl-16603	122	29	to	to	PART
crl-16603	122	30	promote	promote	VERB
crl-16603	122	31	their	their	PRON
crl-16603	122	32	contractual	contractual	ADJ
crl-16603	122	33	goods	good	NOUN
crl-16603	122	34	.	.	PUNCT
crl-16603	123	1	in	in	ADP
crl-16603	123	2	this	this	DET
crl-16603	123	3	case	case	NOUN
crl-16603	123	4	,	,	PUNCT
crl-16603	123	5	students	student	NOUN
crl-16603	123	6	have	have	VERB
crl-16603	123	7	less	less	ADJ
crl-16603	123	8	intellectual	intellectual	ADJ
crl-16603	123	9	freedom	freedom	NOUN
crl-16603	123	10	in	in	ADP
crl-16603	123	11	that	that	PRON
crl-16603	123	12	surveilling	surveille	VERB
crl-16603	123	13	actors	actor	NOUN
crl-16603	123	14	and	and	CCONJ
crl-16603	123	15	systems	system	NOUN
crl-16603	123	16	can	can	AUX
crl-16603	123	17	carefully	carefully	ADV
crl-16603	123	18	craft	craft	VERB
crl-16603	123	19	via	via	ADP
crl-16603	123	20	rewards	reward	NOUN
crl-16603	123	21	,	,	PUNCT
crl-16603	123	22	disciplinary	disciplinary	ADJ
crl-16603	123	23	processes	process	NOUN
crl-16603	123	24	,	,	PUNCT
crl-16603	123	25	and	and	CCONJ
crl-16603	123	26	censorship	censorship	NOUN
crl-16603	123	27	practices	practice	VERB
crl-16603	123	28	the	the	DET
crl-16603	123	29	environment	environment	NOUN
crl-16603	123	30	and	and	CCONJ
crl-16603	123	31	the	the	DET
crl-16603	123	32	materials	material	NOUN
crl-16603	123	33	students	student	NOUN
crl-16603	123	34	encounter	encounter	VERB
crl-16603	123	35	;	;	PUNCT
crl-16603	123	36	in	in	ADP
crl-16603	123	37	so	so	ADV
crl-16603	123	38	doing	do	VERB
crl-16603	123	39	,	,	PUNCT
crl-16603	123	40	they	they	PRON
crl-16603	123	41	limit	limit	VERB
crl-16603	123	42	a	a	DET
crl-16603	123	43	student	student	NOUN
crl-16603	123	44	’s	’s	NOUN
crl-16603	123	45	opportunity	opportunity	NOUN
crl-16603	123	46	to	to	PART
crl-16603	123	47	“	"	PUNCT
crl-16603	123	48	seek	seek	VERB
crl-16603	123	49	and	and	CCONJ
crl-16603	123	50	receive	receive	VERB
crl-16603	123	51	”	"	PUNCT
crl-16603	123	52	information	information	NOUN
crl-16603	123	53	.	.	PUNCT
crl-16603	124	1	when	when	SCONJ
crl-16603	124	2	students	student	NOUN
crl-16603	124	3	depart	depart	VERB
crl-16603	124	4	their	their	PRON
crl-16603	124	5	institutions	institution	NOUN
crl-16603	124	6	and	and	CCONJ
crl-16603	124	7	lose	lose	VERB
crl-16603	124	8	access	access	NOUN
crl-16603	124	9	to	to	ADP
crl-16603	124	10	vendor	vendor	NOUN
crl-16603	124	11	-	-	PUNCT
crl-16603	124	12	controlled	control	VERB
crl-16603	124	13	walled	walled	ADJ
crl-16603	124	14	gardens	garden	NOUN
crl-16603	124	15	,	,	PUNCT
crl-16603	124	16	they	they	PRON
crl-16603	124	17	are	be	AUX
crl-16603	124	18	liable	liable	ADJ
crl-16603	124	19	not	not	PART
crl-16603	124	20	to	to	PART
crl-16603	124	21	know	know	VERB
crl-16603	124	22	how	how	SCONJ
crl-16603	124	23	to	to	PART
crl-16603	124	24	seek	seek	VERB
crl-16603	124	25	appropriate	appropriate	ADJ
crl-16603	124	26	information	information	NOUN
crl-16603	124	27	elsewhere	elsewhere	ADV
crl-16603	124	28	.	.	PUNCT
crl-16603	125	1	ethical	ethical	ADJ
crl-16603	125	2	concerns	concern	NOUN
crl-16603	125	3	also	also	ADV
crl-16603	125	4	arise	arise	VERB
crl-16603	125	5	around	around	ADP
crl-16603	125	6	tracking	track	VERB
crl-16603	125	7	student	student	NOUN
crl-16603	125	8	social	social	ADJ
crl-16603	125	9	networks	network	NOUN
crl-16603	125	10	within	within	ADP
crl-16603	125	11	and	and	CCONJ
crl-16603	125	12	outside	outside	ADJ
crl-16603	125	13	lmss	lmss	PROPN
crl-16603	125	14	.	.	PUNCT
crl-16603	126	1	desire2learn	desire2learn	VERB
crl-16603	126	2	,	,	PUNCT
crl-16603	126	3	a	a	DET
crl-16603	126	4	commonly	commonly	ADV
crl-16603	126	5	used	use	VERB
crl-16603	126	6	lms	lm	NOUN
crl-16603	126	7	,	,	PUNCT
crl-16603	126	8	can	can	AUX
crl-16603	126	9	map	map	VERB
crl-16603	126	10	social	social	ADJ
crl-16603	126	11	networks	network	NOUN
crl-16603	126	12	as	as	SCONJ
crl-16603	126	13	they	they	PRON
crl-16603	126	14	develop	develop	VERB
crl-16603	126	15	in	in	ADP
crl-16603	126	16	course	course	NOUN
crl-16603	126	17	sites	site	NOUN
crl-16603	126	18	to	to	PART
crl-16603	126	19	provide	provide	VERB
crl-16603	126	20	instructors	instructor	NOUN
crl-16603	126	21	insights	insight	NOUN
crl-16603	126	22	into	into	ADP
crl-16603	126	23	who	who	PRON
crl-16603	126	24	is	be	AUX
crl-16603	126	25	communicating	communicate	VERB
crl-16603	126	26	with	with	ADP
crl-16603	126	27	whom	whom	PRON
crl-16603	126	28	,	,	PUNCT
crl-16603	126	29	when	when	SCONJ
crl-16603	126	30	,	,	PUNCT
crl-16603	126	31	and	and	CCONJ
crl-16603	126	32	how	how	SCONJ
crl-16603	126	33	often	often	ADV
crl-16603	126	34	.	.	PUNCT
crl-16603	127	1	instructors	instructor	NOUN
crl-16603	127	2	and	and	CCONJ
crl-16603	127	3	advisors	advisor	NOUN
crl-16603	127	4	could	could	AUX
crl-16603	127	5	use	use	VERB
crl-16603	127	6	such	such	ADJ
crl-16603	127	7	maps	map	NOUN
crl-16603	127	8	to	to	PART
crl-16603	127	9	route	route	VERB
crl-16603	127	10	students	student	NOUN
crl-16603	127	11	to	to	PART
crl-16603	127	12	communicate	communicate	VERB
crl-16603	127	13	with	with	ADP
crl-16603	127	14	particular	particular	ADJ
crl-16603	127	15	peers	peer	NOUN
crl-16603	127	16	.	.	PUNCT
crl-16603	128	1	while	while	SCONJ
crl-16603	128	2	it	it	PRON
crl-16603	128	3	may	may	AUX
crl-16603	128	4	be	be	AUX
crl-16603	128	5	beneficial	beneficial	ADJ
crl-16603	128	6	to	to	PART
crl-16603	128	7	redirect	redirect	VERB
crl-16603	128	8	student	student	NOUN
crl-16603	128	9	communications	communication	NOUN
crl-16603	128	10	to	to	PART
crl-16603	128	11	include	include	VERB
crl-16603	128	12	students	student	NOUN
crl-16603	128	13	on	on	ADP
crl-16603	128	14	the	the	DET
crl-16603	128	15	fringes	fringe	NOUN
crl-16603	128	16	of	of	ADP
crl-16603	128	17	the	the	DET
crl-16603	128	18	network	network	NOUN
crl-16603	128	19	or	or	CCONJ
crl-16603	128	20	even	even	ADV
crl-16603	128	21	match	match	VERB
crl-16603	128	22	students	student	NOUN
crl-16603	128	23	who	who	PRON
crl-16603	128	24	have	have	AUX
crl-16603	128	25	not	not	PART
crl-16603	128	26	connected	connect	VERB
crl-16603	128	27	,	,	PUNCT
crl-16603	128	28	individuals	individual	NOUN
crl-16603	128	29	may	may	AUX
crl-16603	128	30	just	just	ADV
crl-16603	128	31	as	as	ADV
crl-16603	128	32	easily	easily	ADV
crl-16603	128	33	manipulate	manipulate	VERB
crl-16603	128	34	the	the	DET
crl-16603	128	35	network	network	NOUN
crl-16603	128	36	and	and	CCONJ
crl-16603	128	37	do	do	VERB
crl-16603	128	38	harm	harm	NOUN
crl-16603	128	39	.	.	PUNCT
crl-16603	129	1	for	for	ADP
crl-16603	129	2	instance	instance	NOUN
crl-16603	129	3	,	,	PUNCT
crl-16603	129	4	instructors	instructor	NOUN
crl-16603	129	5	may	may	AUX
crl-16603	129	6	direct	direct	VERB
crl-16603	129	7	students	student	NOUN
crl-16603	129	8	away	away	ADV
crl-16603	129	9	from	from	ADP
crl-16603	129	10	peers	peer	NOUN
crl-16603	129	11	that	that	SCONJ
crl-16603	129	12	present	present	ADJ
crl-16603	129	13	opinions	opinion	NOUN
crl-16603	129	14	in	in	ADP
crl-16603	129	15	opposition	opposition	NOUN
crl-16603	129	16	to	to	ADP
crl-16603	129	17	their	their	PRON
crl-16603	129	18	own	own	ADJ
crl-16603	129	19	,	,	PUNCT
crl-16603	129	20	or	or	CCONJ
crl-16603	129	21	individuals	individual	NOUN
crl-16603	129	22	they	they	PRON
crl-16603	129	23	deem	deem	VERB
crl-16603	129	24	trouble	trouble	NOUN
crl-16603	129	25	students	student	NOUN
crl-16603	129	26	.	.	PUNCT
crl-16603	130	1	research	research	NOUN
crl-16603	130	2	has	have	AUX
crl-16603	130	3	uncovered	uncover	VERB
crl-16603	130	4	how	how	SCONJ
crl-16603	130	5	institutions	institution	NOUN
crl-16603	130	6	are	be	AUX
crl-16603	130	7	already	already	ADV
crl-16603	130	8	correlating	correlate	VERB
crl-16603	130	9	student	student	NOUN
crl-16603	130	10	presence	presence	NOUN
crl-16603	130	11	in	in	ADP
crl-16603	130	12	campus	campus	NOUN
crl-16603	130	13	physical	physical	ADJ
crl-16603	130	14	spaces	space	NOUN
crl-16603	130	15	such	such	ADJ
crl-16603	130	16	as	as	ADP
crl-16603	130	17	libraries	library	NOUN
crl-16603	130	18	via	via	ADP
crl-16603	130	19	wifi	wifi	PROPN
crl-16603	130	20	access	access	NOUN
crl-16603	130	21	logs.92	logs.92	NOUN
crl-16603	130	22	using	use	VERB
crl-16603	130	23	such	such	ADJ
crl-16603	130	24	analytics	analytic	NOUN
crl-16603	130	25	to	to	PART
crl-16603	130	26	try	try	VERB
crl-16603	130	27	to	to	PART
crl-16603	130	28	direct	direct	VERB
crl-16603	130	29	student	student	NOUN
crl-16603	130	30	relationships	relationship	NOUN
crl-16603	130	31	(	(	PUNCT
crl-16603	130	32	for	for	ADP
crl-16603	130	33	instance	instance	NOUN
crl-16603	130	34	,	,	PUNCT
crl-16603	130	35	to	to	PART
crl-16603	130	36	nudge	nudge	VERB
crl-16603	130	37	students	student	NOUN
crl-16603	130	38	to	to	PART
crl-16603	130	39	interact	interact	VERB
crl-16603	130	40	with	with	ADP
crl-16603	130	41	higher	high	ADJ
crl-16603	130	42	-	-	PUNCT
crl-16603	130	43	achieving	achieve	VERB
crl-16603	130	44	peers	peer	NOUN
crl-16603	130	45	)	)	PUNCT
crl-16603	130	46	would	would	AUX
crl-16603	130	47	be	be	AUX
crl-16603	130	48	egregious	egregious	ADJ
crl-16603	130	49	,	,	PUNCT
crl-16603	130	50	but	but	CCONJ
crl-16603	130	51	institutions	institution	NOUN
crl-16603	130	52	might	might	AUX
crl-16603	130	53	believe	believe	VERB
crl-16603	130	54	this	this	DET
crl-16603	130	55	surveillance	surveillance	NOUN
crl-16603	130	56	-	-	PUNCT
crl-16603	130	57	based	base	VERB
crl-16603	130	58	practice	practice	NOUN
crl-16603	130	59	may	may	AUX
crl-16603	130	60	bolster	bolster	VERB
crl-16603	130	61	student	student	NOUN
crl-16603	130	62	achievement	achievement	NOUN
crl-16603	130	63	.	.	PUNCT
crl-16603	131	1	associated	associate	VERB
crl-16603	131	2	intellectual	intellectual	ADJ
crl-16603	131	3	freedom	freedom	NOUN
crl-16603	131	4	issues	issue	NOUN
crl-16603	131	5	are	be	AUX
crl-16603	131	6	less	less	ADJ
crl-16603	131	7	about	about	ADP
crl-16603	131	8	the	the	DET
crl-16603	131	9	liberty	liberty	NOUN
crl-16603	131	10	to	to	PART
crl-16603	131	11	interact	interact	VERB
crl-16603	131	12	with	with	ADP
crl-16603	131	13	and	and	CCONJ
crl-16603	131	14	consume	consume	VERB
crl-16603	131	15	materials	material	NOUN
crl-16603	131	16	,	,	PUNCT
crl-16603	131	17	and	and	CCONJ
crl-16603	131	18	more	more	ADJ
crl-16603	131	19	about	about	ADP
crl-16603	131	20	the	the	DET
crl-16603	131	21	social	social	ADJ
crl-16603	131	22	conditions	condition	NOUN
crl-16603	131	23	necessary	necessary	ADJ
crl-16603	131	24	to	to	PART
crl-16603	131	25	exchange	exchange	VERB
crl-16603	131	26	ideas	idea	NOUN
crl-16603	131	27	freely	freely	ADV
crl-16603	131	28	among	among	ADP
crl-16603	131	29	peers	peer	NOUN
crl-16603	131	30	.	.	PUNCT
crl-16603	132	1	when	when	SCONJ
crl-16603	132	2	institutions	institution	NOUN
crl-16603	132	3	use	use	VERB
crl-16603	132	4	social	social	ADJ
crl-16603	132	5	network	network	NOUN
crl-16603	132	6	data	datum	NOUN
crl-16603	132	7	to	to	PART
crl-16603	132	8	manipulate	manipulate	VERB
crl-16603	132	9	interactions	interaction	NOUN
crl-16603	132	10	in	in	ADP
crl-16603	132	11	academic	academic	ADJ
crl-16603	132	12	spaces	space	NOUN
crl-16603	132	13	,	,	PUNCT
crl-16603	132	14	they	they	PRON
crl-16603	132	15	damage	damage	VERB
crl-16603	132	16	the	the	DET
crl-16603	132	17	free	free	ADJ
crl-16603	132	18	and	and	CCONJ
crl-16603	132	19	organic	organic	ADJ
crl-16603	132	20	exchange	exchange	NOUN
crl-16603	132	21	of	of	ADP
crl-16603	132	22	ideas	idea	NOUN
crl-16603	132	23	.	.	PUNCT
crl-16603	133	1	privacy	privacy	NOUN
crl-16603	133	2	and	and	CCONJ
crl-16603	133	3	confidentiality	confidentiality	NOUN
crl-16603	133	4	la	la	X
crl-16603	133	5	naturally	naturally	ADV
crl-16603	133	6	invokes	invoke	VERB
crl-16603	133	7	privacy	privacy	NOUN
crl-16603	133	8	issues	issue	NOUN
crl-16603	133	9	and	and	CCONJ
crl-16603	133	10	concerns	concern	NOUN
crl-16603	133	11	about	about	ADP
crl-16603	133	12	confidentiality	confidentiality	NOUN
crl-16603	133	13	of	of	ADP
crl-16603	133	14	personal	personal	ADJ
crl-16603	133	15	information	information	NOUN
crl-16603	133	16	.	.	PUNCT
crl-16603	134	1	student	student	NOUN
crl-16603	134	2	use	use	NOUN
crl-16603	134	3	of	of	ADP
crl-16603	134	4	materials	material	NOUN
crl-16603	134	5	(	(	PUNCT
crl-16603	134	6	such	such	ADJ
crl-16603	134	7	as	as	ADP
crl-16603	134	8	books	book	NOUN
crl-16603	134	9	,	,	PUNCT
crl-16603	134	10	articles	article	NOUN
crl-16603	134	11	,	,	PUNCT
crl-16603	134	12	and	and	CCONJ
crl-16603	134	13	other	other	ADJ
crl-16603	134	14	materials	material	NOUN
crl-16603	134	15	)	)	PUNCT
crl-16603	134	16	may	may	AUX
crl-16603	134	17	be	be	AUX
crl-16603	134	18	recorded	record	VERB
crl-16603	134	19	,	,	PUNCT
crl-16603	134	20	analyzed	analyze	VERB
crl-16603	134	21	,	,	PUNCT
crl-16603	134	22	shared	share	VERB
crl-16603	134	23	with	with	ADP
crl-16603	134	24	a	a	DET
crl-16603	134	25	variety	variety	NOUN
crl-16603	134	26	of	of	ADP
crl-16603	134	27	actors	actor	NOUN
crl-16603	134	28	,	,	PUNCT
crl-16603	134	29	and	and	CCONJ
crl-16603	134	30	used	use	VERB
crl-16603	134	31	to	to	PART
crl-16603	134	32	intervene	intervene	VERB
crl-16603	134	33	in	in	ADP
crl-16603	134	34	student	student	NOUN
crl-16603	134	35	learning	learning	NOUN
crl-16603	134	36	and	and	CCONJ
crl-16603	134	37	life	life	NOUN
crl-16603	134	38	choices	choice	NOUN
crl-16603	134	39	.	.	PUNCT
crl-16603	135	1	these	these	DET
crl-16603	135	2	practices	practice	NOUN
crl-16603	135	3	in	in	ADP
crl-16603	135	4	turn	turn	NOUN
crl-16603	135	5	damage	damage	NOUN
crl-16603	135	6	intellectual	intellectual	ADJ
crl-16603	135	7	freedom	freedom	NOUN
crl-16603	135	8	.	.	PUNCT
crl-16603	136	1	while	while	SCONJ
crl-16603	136	2	not	not	PART
crl-16603	136	3	explicitly	explicitly	ADV
crl-16603	136	4	developed	develop	VERB
crl-16603	136	5	in	in	ADP
crl-16603	136	6	the	the	DET
crl-16603	136	7	code	code	NOUN
crl-16603	136	8	of	of	ADP
crl-16603	136	9	ethics	ethic	NOUN
crl-16603	136	10	,	,	PUNCT
crl-16603	136	11	the	the	DET
crl-16603	136	12	concern	concern	NOUN
crl-16603	136	13	over	over	ADP
crl-16603	136	14	intellectual	intellectual	ADJ
crl-16603	136	15	freedom	freedom	NOUN
crl-16603	136	16	and	and	CCONJ
crl-16603	136	17	user	user	NOUN
crl-16603	136	18	privacy	privacy	NOUN
crl-16603	136	19	and	and	CCONJ
crl-16603	136	20	confidentiality	confidentiality	NOUN
crl-16603	136	21	refers	refer	VERB
crl-16603	136	22	to	to	ADP
crl-16603	136	23	theories	theory	NOUN
crl-16603	136	24	of	of	ADP
crl-16603	136	25	“	"	PUNCT
crl-16603	136	26	intellectual	intellectual	ADJ
crl-16603	136	27	privacy	privacy	NOUN
crl-16603	136	28	”	"	PUNCT
crl-16603	136	29	developed	develop	VERB
crl-16603	136	30	by	by	ADP
crl-16603	136	31	richards.93	richards.93	PROPN
crl-16603	136	32	intellectual	intellectual	ADJ
crl-16603	136	33	privacy	privacy	NOUN
crl-16603	136	34	is	be	AUX
crl-16603	136	35	the	the	DET
crl-16603	136	36	protected	protected	ADJ
crl-16603	136	37	sphere	sphere	NOUN
crl-16603	136	38	in	in	ADP
crl-16603	136	39	which	which	PRON
crl-16603	136	40	we	we	PRON
crl-16603	136	41	can	can	AUX
crl-16603	136	42	cognitively	cognitively	ADV
crl-16603	136	43	function	function	VERB
crl-16603	136	44	and	and	CCONJ
crl-16603	136	45	safely	safely	ADV
crl-16603	136	46	develop	develop	VERB
crl-16603	136	47	speech	speech	NOUN
crl-16603	136	48	without	without	ADP
crl-16603	136	49	intrusion	intrusion	NOUN
crl-16603	136	50	.	.	PUNCT
crl-16603	137	1	learning	learn	VERB
crl-16603	137	2	analytics	analytic	NOUN
crl-16603	137	3	and	and	CCONJ
crl-16603	137	4	the	the	DET
crl-16603	137	5	academic	academic	ADJ
crl-16603	137	6	library	library	NOUN
crl-16603	137	7	313	313	NUM
crl-16603	137	8	librarians	librarians	PROPN
crl-16603	137	9	commonly	commonly	ADV
crl-16603	137	10	help	help	VERB
crl-16603	137	11	instructors	instructor	NOUN
crl-16603	137	12	develop	develop	VERB
crl-16603	137	13	lms	lm	NOUN
crl-16603	137	14	-	-	PUNCT
crl-16603	137	15	hosted	host	VERB
crl-16603	137	16	courses	course	NOUN
crl-16603	137	17	by	by	ADP
crl-16603	137	18	embedding	embed	VERB
crl-16603	137	19	resources	resource	NOUN
crl-16603	137	20	—	—	PUNCT
crl-16603	137	21	articles	article	NOUN
crl-16603	137	22	,	,	PUNCT
crl-16603	137	23	links	link	NOUN
crl-16603	137	24	,	,	PUNCT
crl-16603	137	25	and	and	CCONJ
crl-16603	137	26	the	the	DET
crl-16603	137	27	like	like	ADJ
crl-16603	137	28	—	—	PUNCT
crl-16603	137	29	for	for	SCONJ
crl-16603	137	30	students	student	NOUN
crl-16603	137	31	to	to	PART
crl-16603	137	32	access	access	NOUN
crl-16603	137	33	.	.	PUNCT
crl-16603	138	1	this	this	DET
crl-16603	138	2	service	service	NOUN
crl-16603	138	3	was	be	AUX
crl-16603	138	4	benign	benign	ADJ
crl-16603	138	5	and	and	CCONJ
crl-16603	138	6	welcome	welcome	ADJ
crl-16603	138	7	in	in	ADP
crl-16603	138	8	the	the	DET
crl-16603	138	9	past	past	NOUN
crl-16603	138	10	.	.	PUNCT
crl-16603	139	1	today	today	NOUN
crl-16603	139	2	,	,	PUNCT
crl-16603	139	3	however	however	ADV
crl-16603	139	4	,	,	PUNCT
crl-16603	139	5	la	la	PROPN
crl-16603	139	6	technology	technology	NOUN
crl-16603	139	7	tracks	track	NOUN
crl-16603	139	8	when	when	SCONJ
crl-16603	139	9	students	student	NOUN
crl-16603	139	10	click	click	VERB
crl-16603	139	11	on	on	ADP
crl-16603	139	12	resources	resource	NOUN
crl-16603	139	13	linked	link	VERB
crl-16603	139	14	from	from	ADP
crl-16603	139	15	or	or	CCONJ
crl-16603	139	16	embedded	embed	VERB
crl-16603	139	17	within	within	ADP
crl-16603	139	18	course	course	NOUN
crl-16603	139	19	sites	site	NOUN
crl-16603	139	20	,	,	PUNCT
crl-16603	139	21	as	as	ADV
crl-16603	139	22	well	well	ADV
crl-16603	139	23	as	as	ADP
crl-16603	139	24	how	how	SCONJ
crl-16603	139	25	long	long	ADJ
crl-16603	139	26	students	student	NOUN
crl-16603	139	27	read	read	VERB
crl-16603	139	28	(	(	PUNCT
crl-16603	139	29	that	that	PRON
crl-16603	139	30	is	be	AUX
crl-16603	139	31	to	to	PART
crl-16603	139	32	say	say	VERB
crl-16603	139	33	,	,	PUNCT
crl-16603	139	34	view	view	NOUN
crl-16603	139	35	)	)	PUNCT
crl-16603	139	36	the	the	DET
crl-16603	139	37	resource	resource	NOUN
crl-16603	139	38	,	,	PUNCT
crl-16603	139	39	which	which	PRON
crl-16603	139	40	enables	enable	VERB
crl-16603	139	41	actors	actor	NOUN
crl-16603	139	42	with	with	ADP
crl-16603	139	43	the	the	DET
crl-16603	139	44	right	right	ADJ
crl-16603	139	45	privileges	privilege	NOUN
crl-16603	139	46	to	to	PART
crl-16603	139	47	keep	keep	VERB
crl-16603	139	48	a	a	DET
crl-16603	139	49	detailed	detailed	ADJ
crl-16603	139	50	audit	audit	NOUN
crl-16603	139	51	of	of	ADP
crl-16603	139	52	these	these	DET
crl-16603	139	53	activities	activity	NOUN
crl-16603	139	54	and	and	CCONJ
crl-16603	139	55	,	,	PUNCT
crl-16603	139	56	consequently	consequently	ADV
crl-16603	139	57	,	,	PUNCT
crl-16603	139	58	judge	judge	NOUN
crl-16603	139	59	students	student	NOUN
crl-16603	139	60	’	’	PART
crl-16603	139	61	behaviors	behavior	NOUN
crl-16603	139	62	.	.	PUNCT
crl-16603	140	1	la	la	ADJ
crl-16603	140	2	data	datum	NOUN
crl-16603	140	3	are	be	AUX
crl-16603	140	4	often	often	ADV
crl-16603	140	5	inaccurate	inaccurate	ADJ
crl-16603	140	6	because	because	SCONJ
crl-16603	140	7	they	they	PRON
crl-16603	140	8	can	can	AUX
crl-16603	140	9	not	not	PART
crl-16603	140	10	discern	discern	VERB
crl-16603	140	11	when	when	SCONJ
crl-16603	140	12	students	student	NOUN
crl-16603	140	13	are	be	AUX
crl-16603	140	14	actively	actively	ADV
crl-16603	140	15	reading	read	VERB
crl-16603	140	16	and	and	CCONJ
crl-16603	140	17	interacting	interact	VERB
crl-16603	140	18	with	with	ADP
crl-16603	140	19	a	a	DET
crl-16603	140	20	resource	resource	NOUN
crl-16603	140	21	based	base	VERB
crl-16603	140	22	on	on	ADP
crl-16603	140	23	clickstream	clickstream	NOUN
crl-16603	140	24	data	datum	NOUN
crl-16603	140	25	alone	alone	ADV
crl-16603	140	26	.	.	PUNCT
crl-16603	141	1	it	it	PRON
crl-16603	141	2	may	may	AUX
crl-16603	141	3	be	be	AUX
crl-16603	141	4	that	that	SCONJ
crl-16603	141	5	students	student	NOUN
crl-16603	141	6	open	open	VERB
crl-16603	141	7	a	a	DET
crl-16603	141	8	pdf	pdf	NOUN
crl-16603	141	9	in	in	ADP
crl-16603	141	10	the	the	DET
crl-16603	141	11	lms	lm	NOUN
crl-16603	141	12	only	only	ADV
crl-16603	141	13	to	to	PART
crl-16603	141	14	walk	walk	VERB
crl-16603	141	15	away	away	ADV
crl-16603	141	16	to	to	PART
crl-16603	141	17	socialize	socialize	VERB
crl-16603	141	18	with	with	ADP
crl-16603	141	19	peers	peer	NOUN
crl-16603	141	20	in	in	ADP
crl-16603	141	21	the	the	DET
crl-16603	141	22	hall	hall	NOUN
crl-16603	141	23	of	of	ADP
crl-16603	141	24	their	their	PRON
crl-16603	141	25	dormitory	dormitory	NOUN
crl-16603	141	26	or	or	CCONJ
crl-16603	141	27	purchase	purchase	VERB
crl-16603	141	28	a	a	DET
crl-16603	141	29	cup	cup	NOUN
crl-16603	141	30	of	of	ADP
crl-16603	141	31	coffee	coffee	NOUN
crl-16603	141	32	;	;	PUNCT
crl-16603	141	33	alternately	alternately	ADV
crl-16603	141	34	,	,	PUNCT
crl-16603	141	35	students	student	NOUN
crl-16603	141	36	could	could	AUX
crl-16603	141	37	simply	simply	ADV
crl-16603	141	38	print	print	VERB
crl-16603	141	39	off	off	ADP
crl-16603	141	40	the	the	DET
crl-16603	141	41	pdf	pdf	NOUN
crl-16603	141	42	.	.	PUNCT
crl-16603	142	1	furthermore	furthermore	ADV
crl-16603	142	2	,	,	PUNCT
crl-16603	142	3	it	it	PRON
crl-16603	142	4	could	could	AUX
crl-16603	142	5	also	also	ADV
crl-16603	142	6	be	be	AUX
crl-16603	142	7	that	that	SCONJ
crl-16603	142	8	students	student	NOUN
crl-16603	142	9	track	track	VERB
crl-16603	142	10	down	down	ADP
crl-16603	142	11	the	the	DET
crl-16603	142	12	reading	reading	NOUN
crl-16603	142	13	using	use	VERB
crl-16603	142	14	a	a	DET
crl-16603	142	15	citation	citation	NOUN
crl-16603	142	16	instead	instead	ADV
crl-16603	142	17	of	of	ADP
crl-16603	142	18	clicking	click	VERB
crl-16603	142	19	through	through	ADP
crl-16603	142	20	to	to	ADP
crl-16603	142	21	the	the	DET
crl-16603	142	22	reading	reading	NOUN
crl-16603	142	23	in	in	ADP
crl-16603	142	24	the	the	DET
crl-16603	142	25	lms	lm	NOUN
crl-16603	142	26	.	.	PUNCT
crl-16603	143	1	any	any	PRON
crl-16603	143	2	of	of	ADP
crl-16603	143	3	these	these	DET
crl-16603	143	4	three	three	NUM
crl-16603	143	5	situations	situation	NOUN
crl-16603	143	6	would	would	AUX
crl-16603	143	7	incorrectly	incorrectly	ADV
crl-16603	143	8	calculate	calculate	VERB
crl-16603	143	9	student	student	NOUN
crl-16603	143	10	engagement	engagement	NOUN
crl-16603	143	11	scores	score	NOUN
crl-16603	143	12	.	.	PUNCT
crl-16603	144	1	as	as	SCONJ
crl-16603	144	2	la	la	ADP
crl-16603	144	3	matures	mature	NOUN
crl-16603	144	4	and	and	CCONJ
crl-16603	144	5	the	the	DET
crl-16603	144	6	technology	technology	NOUN
crl-16603	144	7	moves	move	VERB
crl-16603	144	8	away	away	ADV
crl-16603	144	9	from	from	ADP
crl-16603	144	10	clickstream	clickstream	NOUN
crl-16603	144	11	data	datum	NOUN
crl-16603	144	12	,	,	PUNCT
crl-16603	144	13	it	it	PRON
crl-16603	144	14	could	could	AUX
crl-16603	144	15	get	get	VERB
crl-16603	144	16	more	more	ADV
crl-16603	144	17	accurate	accurate	ADJ
crl-16603	144	18	engagement	engagement	NOUN
crl-16603	144	19	data	datum	NOUN
crl-16603	144	20	by	by	ADP
crl-16603	144	21	capturing	capture	VERB
crl-16603	144	22	mouse	mouse	NOUN
crl-16603	144	23	movements	movement	NOUN
crl-16603	144	24	or	or	CCONJ
crl-16603	144	25	eye	eye	NOUN
crl-16603	144	26	movements	movement	NOUN
crl-16603	144	27	via	via	ADP
crl-16603	144	28	computer	computer	NOUN
crl-16603	144	29	cameras	camera	NOUN
crl-16603	144	30	.	.	PUNCT
crl-16603	145	1	we	we	PRON
crl-16603	145	2	have	have	AUX
crl-16603	145	3	seen	see	VERB
crl-16603	145	4	in	in	ADP
crl-16603	145	5	our	our	PRON
crl-16603	145	6	own	own	ADJ
crl-16603	145	7	experience	experience	NOUN
crl-16603	145	8	how	how	SCONJ
crl-16603	145	9	instructors	instructor	NOUN
crl-16603	145	10	are	be	AUX
crl-16603	145	11	increasingly	increasingly	ADV
crl-16603	145	12	relying	rely	VERB
crl-16603	145	13	on	on	ADP
crl-16603	145	14	these	these	DET
crl-16603	145	15	inadequate	inadequate	ADJ
crl-16603	145	16	data	datum	NOUN
crl-16603	145	17	as	as	ADP
crl-16603	145	18	proxies	proxy	NOUN
crl-16603	145	19	for	for	ADP
crl-16603	145	20	attendance	attendance	NOUN
crl-16603	145	21	and	and	CCONJ
crl-16603	145	22	to	to	PART
crl-16603	145	23	assess	assess	VERB
crl-16603	145	24	student	student	NOUN
crl-16603	145	25	engagement	engagement	NOUN
crl-16603	145	26	,	,	PUNCT
crl-16603	145	27	which	which	PRON
crl-16603	145	28	aligns	align	VERB
crl-16603	145	29	with	with	ADP
crl-16603	145	30	insights	insight	NOUN
crl-16603	145	31	from	from	ADP
crl-16603	145	32	kruse	kruse	NOUN
crl-16603	145	33	and	and	CCONJ
crl-16603	145	34	pongsajapan.94	pongsajapan.94	NOUN
crl-16603	145	35	besides	besides	SCONJ
crl-16603	145	36	being	be	AUX
crl-16603	145	37	unfairly	unfairly	ADV
crl-16603	145	38	graded	grade	VERB
crl-16603	145	39	,	,	PUNCT
crl-16603	145	40	the	the	DET
crl-16603	145	41	harm	harm	NOUN
crl-16603	145	42	for	for	ADP
crl-16603	145	43	students	student	NOUN
crl-16603	145	44	is	be	AUX
crl-16603	145	45	that	that	SCONJ
crl-16603	145	46	they	they	PRON
crl-16603	145	47	may	may	AUX
crl-16603	145	48	shift	shift	VERB
crl-16603	145	49	the	the	DET
crl-16603	145	50	intellectual	intellectual	ADJ
crl-16603	145	51	resources	resource	NOUN
crl-16603	145	52	they	they	PRON
crl-16603	145	53	pursue	pursue	VERB
crl-16603	145	54	toward	toward	ADP
crl-16603	145	55	those	those	PRON
crl-16603	145	56	included	include	VERB
crl-16603	145	57	in	in	ADP
crl-16603	145	58	the	the	DET
crl-16603	145	59	surveillance	surveillance	NOUN
crl-16603	145	60	net	net	NOUN
crl-16603	145	61	and	and	CCONJ
crl-16603	145	62	used	use	VERB
crl-16603	145	63	to	to	PART
crl-16603	145	64	grade	grade	VERB
crl-16603	145	65	their	their	PRON
crl-16603	145	66	progress	progress	NOUN
crl-16603	145	67	,	,	PUNCT
crl-16603	145	68	eliminating	eliminate	VERB
crl-16603	145	69	other	other	ADJ
crl-16603	145	70	options	option	NOUN
crl-16603	145	71	.	.	PUNCT
crl-16603	146	1	moreover	moreover	ADV
crl-16603	146	2	,	,	PUNCT
crl-16603	146	3	they	they	PRON
crl-16603	146	4	may	may	AUX
crl-16603	146	5	look	look	VERB
crl-16603	146	6	upon	upon	SCONJ
crl-16603	146	7	their	their	PRON
crl-16603	146	8	instructors	instructor	NOUN
crl-16603	146	9	,	,	PUNCT
crl-16603	146	10	librarians	librarian	NOUN
crl-16603	146	11	,	,	PUNCT
crl-16603	146	12	and	and	CCONJ
crl-16603	146	13	others	other	NOUN
crl-16603	146	14	with	with	ADP
crl-16603	146	15	access	access	NOUN
crl-16603	146	16	to	to	ADP
crl-16603	146	17	their	their	PRON
crl-16603	146	18	data	datum	NOUN
crl-16603	146	19	with	with	ADP
crl-16603	146	20	“	"	PUNCT
crl-16603	146	21	coded	code	VERB
crl-16603	146	22	suspicion,”95	suspicion,”95	NOUN
crl-16603	146	23	which	which	PRON
crl-16603	146	24	can	can	AUX
crl-16603	146	25	lead	lead	VERB
crl-16603	146	26	to	to	ADP
crl-16603	146	27	distrustful	distrustful	ADJ
crl-16603	146	28	relationships	relationship	NOUN
crl-16603	146	29	and	and	CCONJ
crl-16603	146	30	negatively	negatively	ADV
crl-16603	146	31	impact	impact	NOUN
crl-16603	146	32	“	"	PUNCT
crl-16603	146	33	intellectual	intellectual	ADJ
crl-16603	146	34	risk	risk	NOUN
crl-16603	146	35	-	-	PUNCT
crl-16603	146	36	taking	taking	NOUN
crl-16603	146	37	.	.	PUNCT
crl-16603	147	1	”96	”96	PROPN
crl-16603	147	2	uow	uow	PROPN
crl-16603	147	3	’s	’s	PART
crl-16603	147	4	library	library	PROPN
crl-16603	147	5	cube	cube	PROPN
crl-16603	147	6	analytics	analytic	NOUN
crl-16603	147	7	project	project	NOUN
crl-16603	147	8	tracked	track	VERB
crl-16603	147	9	student	student	NOUN
crl-16603	147	10	use	use	NOUN
crl-16603	147	11	of	of	ADP
crl-16603	147	12	library	library	NOUN
crl-16603	147	13	resources	resource	NOUN
crl-16603	147	14	,	,	PUNCT
crl-16603	147	15	noting	note	VERB
crl-16603	147	16	how	how	SCONJ
crl-16603	147	17	usage	usage	NOUN
crl-16603	147	18	of	of	ADP
crl-16603	147	19	library	library	NOUN
crl-16603	147	20	sources	source	NOUN
crl-16603	147	21	immediately	immediately	ADV
crl-16603	147	22	increased	increase	VERB
crl-16603	147	23	when	when	SCONJ
crl-16603	147	24	instructors	instructor	NOUN
crl-16603	147	25	informed	inform	VERB
crl-16603	147	26	students	student	NOUN
crl-16603	147	27	that	that	SCONJ
crl-16603	147	28	their	their	PRON
crl-16603	147	29	usage	usage	NOUN
crl-16603	147	30	was	be	AUX
crl-16603	147	31	low	low	ADJ
crl-16603	147	32	.	.	PUNCT
crl-16603	148	1	uptake	uptake	VERB
crl-16603	148	2	responding	respond	VERB
crl-16603	148	3	to	to	ADP
crl-16603	148	4	an	an	DET
crl-16603	148	5	intervention	intervention	NOUN
crl-16603	148	6	may	may	AUX
crl-16603	148	7	seem	seem	VERB
crl-16603	148	8	to	to	PART
crl-16603	148	9	be	be	AUX
crl-16603	148	10	a	a	DET
crl-16603	148	11	benefit	benefit	NOUN
crl-16603	148	12	of	of	ADP
crl-16603	148	13	library	library	PROPN
crl-16603	148	14	la	la	PROPN
crl-16603	148	15	projects	project	NOUN
crl-16603	148	16	,	,	PUNCT
crl-16603	148	17	but	but	CCONJ
crl-16603	148	18	this	this	DET
crl-16603	148	19	finding	finding	NOUN
crl-16603	148	20	does	do	AUX
crl-16603	148	21	not	not	PART
crl-16603	148	22	consider	consider	VERB
crl-16603	148	23	potential	potential	ADJ
crl-16603	148	24	adverse	adverse	ADJ
crl-16603	148	25	psychosocial	psychosocial	ADJ
crl-16603	148	26	effects	effect	NOUN
crl-16603	148	27	.	.	PUNCT
crl-16603	149	1	without	without	ADP
crl-16603	149	2	empirical	empirical	ADJ
crl-16603	149	3	data	datum	NOUN
crl-16603	149	4	to	to	PART
crl-16603	149	5	say	say	VERB
crl-16603	149	6	otherwise	otherwise	ADV
crl-16603	149	7	,	,	PUNCT
crl-16603	149	8	it	it	PRON
crl-16603	149	9	is	be	AUX
crl-16603	149	10	just	just	ADV
crl-16603	149	11	as	as	ADV
crl-16603	149	12	plausible	plausible	ADJ
crl-16603	149	13	that	that	SCONJ
crl-16603	149	14	students	student	NOUN
crl-16603	149	15	responded	respond	VERB
crl-16603	149	16	with	with	ADP
crl-16603	149	17	fear	fear	NOUN
crl-16603	149	18	that	that	SCONJ
crl-16603	149	19	what	what	PRON
crl-16603	149	20	they	they	PRON
crl-16603	149	21	thought	think	VERB
crl-16603	149	22	to	to	PART
crl-16603	149	23	be	be	AUX
crl-16603	149	24	personal	personal	ADJ
crl-16603	149	25	,	,	PUNCT
crl-16603	149	26	private	private	ADJ
crl-16603	149	27	information	information	NOUN
crl-16603	149	28	(	(	PUNCT
crl-16603	149	29	that	that	ADV
crl-16603	149	30	is	is	ADV
crl-16603	149	31	,	,	PUNCT
crl-16603	149	32	which	which	DET
crl-16603	149	33	resources	resource	NOUN
crl-16603	149	34	they	they	PRON
crl-16603	149	35	accessed	access	VERB
crl-16603	149	36	)	)	PUNCT
crl-16603	149	37	would	would	AUX
crl-16603	149	38	be	be	AUX
crl-16603	149	39	used	use	VERB
crl-16603	149	40	to	to	ADP
crl-16603	149	41	their	their	PRON
crl-16603	149	42	disadvantage	disadvantage	NOUN
crl-16603	149	43	.	.	PUNCT
crl-16603	150	1	in	in	ADP
crl-16603	150	2	response	response	NOUN
crl-16603	150	3	,	,	PUNCT
crl-16603	150	4	they	they	PRON
crl-16603	150	5	increased	increase	VERB
crl-16603	150	6	their	their	PRON
crl-16603	150	7	library	library	NOUN
crl-16603	150	8	usage	usage	NOUN
crl-16603	150	9	to	to	PART
crl-16603	150	10	regain	regain	VERB
crl-16603	150	11	favor	favor	NOUN
crl-16603	150	12	with	with	ADP
crl-16603	150	13	their	their	PRON
crl-16603	150	14	instructor	instructor	NOUN
crl-16603	150	15	,	,	PUNCT
crl-16603	150	16	but	but	CCONJ
crl-16603	150	17	not	not	PART
crl-16603	150	18	because	because	SCONJ
crl-16603	150	19	they	they	PRON
crl-16603	150	20	believed	believe	VERB
crl-16603	150	21	it	it	PRON
crl-16603	150	22	would	would	AUX
crl-16603	150	23	intellectually	intellectually	ADV
crl-16603	150	24	benefit	benefit	VERB
crl-16603	150	25	them	they	PRON
crl-16603	150	26	.	.	PUNCT
crl-16603	151	1	it	it	PRON
crl-16603	151	2	is	be	AUX
crl-16603	151	3	equally	equally	ADV
crl-16603	151	4	disconcerting	disconcert	VERB
crl-16603	151	5	that	that	SCONJ
crl-16603	151	6	some	some	DET
crl-16603	151	7	students	student	NOUN
crl-16603	151	8	may	may	AUX
crl-16603	151	9	come	come	VERB
crl-16603	151	10	to	to	PART
crl-16603	151	11	believe	believe	VERB
crl-16603	151	12	there	there	PRON
crl-16603	151	13	is	be	VERB
crl-16603	151	14	some	some	DET
crl-16603	151	15	“	"	PUNCT
crl-16603	151	16	correct	correct	ADJ
crl-16603	151	17	”	"	PUNCT
crl-16603	151	18	threshold	threshold	NOUN
crl-16603	151	19	of	of	ADP
crl-16603	151	20	library	library	NOUN
crl-16603	151	21	usage	usage	NOUN
crl-16603	151	22	or	or	CCONJ
crl-16603	151	23	“	"	PUNCT
crl-16603	151	24	right	right	ADJ
crl-16603	151	25	”	"	PUNCT
crl-16603	151	26	materials	material	NOUN
crl-16603	151	27	they	they	PRON
crl-16603	151	28	should	should	AUX
crl-16603	151	29	access	access	VERB
crl-16603	151	30	.	.	PUNCT
crl-16603	152	1	we	we	PRON
crl-16603	152	2	expect	expect	VERB
crl-16603	152	3	these	these	DET
crl-16603	152	4	initiatives	initiative	NOUN
crl-16603	152	5	to	to	PART
crl-16603	152	6	increase	increase	VERB
crl-16603	152	7	library	library	NOUN
crl-16603	152	8	anxiety	anxiety	NOUN
crl-16603	152	9	and	and	CCONJ
crl-16603	152	10	decrease	decrease	VERB
crl-16603	152	11	trust	trust	NOUN
crl-16603	152	12	toward	toward	ADP
crl-16603	152	13	librarians	librarian	NOUN
crl-16603	152	14	among	among	ADP
crl-16603	152	15	students	student	NOUN
crl-16603	152	16	,	,	PUNCT
crl-16603	152	17	especially	especially	ADV
crl-16603	152	18	urban	urban	ADJ
crl-16603	152	19	students	student	NOUN
crl-16603	152	20	of	of	ADP
crl-16603	152	21	color	color	NOUN
crl-16603	152	22	who	who	PRON
crl-16603	152	23	have	have	AUX
crl-16603	152	24	historically	historically	ADV
crl-16603	152	25	been	be	AUX
crl-16603	152	26	the	the	DET
crl-16603	152	27	target	target	NOUN
crl-16603	152	28	of	of	ADP
crl-16603	152	29	school	school	NOUN
crl-16603	152	30	surveillance.97	surveillance.97	NOUN
crl-16603	152	31	students	student	NOUN
crl-16603	152	32	may	may	AUX
crl-16603	152	33	chill	chill	VERB
crl-16603	152	34	their	their	PRON
crl-16603	152	35	intellectual	intellectual	ADJ
crl-16603	152	36	behaviors	behavior	NOUN
crl-16603	152	37	due	due	ADP
crl-16603	152	38	to	to	ADP
crl-16603	152	39	privacy	privacy	NOUN
crl-16603	152	40	invasion	invasion	NOUN
crl-16603	152	41	from	from	ADP
crl-16603	152	42	librarians	librarians	PROPN
crl-16603	152	43	participating	participate	VERB
crl-16603	152	44	in	in	ADP
crl-16603	152	45	la	la	PROPN
crl-16603	152	46	.	.	PUNCT
crl-16603	153	1	we	we	PRON
crl-16603	153	2	should	should	AUX
crl-16603	153	3	be	be	AUX
crl-16603	153	4	concerned	concern	VERB
crl-16603	153	5	not	not	PART
crl-16603	153	6	only	only	ADV
crl-16603	153	7	about	about	ADP
crl-16603	153	8	how	how	SCONJ
crl-16603	153	9	this	this	PRON
crl-16603	153	10	negatively	negatively	ADV
crl-16603	153	11	impacts	impact	VERB
crl-16603	153	12	individual	individual	ADJ
crl-16603	153	13	student	student	NOUN
crl-16603	153	14	lives	live	VERB
crl-16603	153	15	,	,	PUNCT
crl-16603	153	16	but	but	CCONJ
crl-16603	153	17	also	also	ADV
crl-16603	153	18	how	how	SCONJ
crl-16603	153	19	chilling	chilling	ADJ
crl-16603	153	20	can	can	AUX
crl-16603	153	21	impact	impact	VERB
crl-16603	153	22	campus	campus	NOUN
crl-16603	153	23	and	and	CCONJ
crl-16603	153	24	classroom	classroom	NOUN
crl-16603	153	25	communities	community	NOUN
crl-16603	153	26	.	.	PUNCT
crl-16603	154	1	chilling	chilling	ADJ
crl-16603	154	2	brought	bring	VERB
crl-16603	154	3	about	about	ADP
crl-16603	154	4	by	by	ADP
crl-16603	154	5	la	la	PROPN
crl-16603	154	6	can	can	AUX
crl-16603	154	7	harm	harm	VERB
crl-16603	154	8	the	the	DET
crl-16603	154	9	sharing	sharing	NOUN
crl-16603	154	10	of	of	ADP
crl-16603	154	11	viewpoints	viewpoint	NOUN
crl-16603	154	12	and	and	CCONJ
crl-16603	154	13	decrease	decrease	VERB
crl-16603	154	14	pushing	push	VERB
crl-16603	154	15	intellectual	intellectual	ADJ
crl-16603	154	16	boundaries	boundary	NOUN
crl-16603	154	17	,	,	PUNCT
crl-16603	154	18	both	both	PRON
crl-16603	154	19	of	of	ADP
crl-16603	154	20	which	which	PRON
crl-16603	154	21	often	often	ADV
crl-16603	154	22	require	require	VERB
crl-16603	154	23	learner	learner	NOUN
crl-16603	154	24	communities	community	NOUN
crl-16603	154	25	to	to	PART
crl-16603	154	26	engage	engage	VERB
crl-16603	154	27	in	in	ADP
crl-16603	154	28	free	free	ADJ
crl-16603	154	29	,	,	PUNCT
crl-16603	154	30	unrestricted	unrestricted	ADJ
crl-16603	154	31	speech	speech	NOUN
crl-16603	154	32	and	and	CCONJ
crl-16603	154	33	inquiry.98	inquiry.98	VERB
crl-16603	154	34	intellectual	intellectual	ADJ
crl-16603	154	35	property	property	NOUN
crl-16603	154	36	rights	right	NOUN
crl-16603	154	37	the	the	DET
crl-16603	154	38	nascent	nascent	NOUN
crl-16603	154	39	value	value	NOUN
crl-16603	154	40	that	that	PRON
crl-16603	154	41	la	la	PROPN
crl-16603	154	42	attaches	attach	VERB
crl-16603	154	43	to	to	PART
crl-16603	154	44	student	student	NOUN
crl-16603	154	45	data	datum	NOUN
crl-16603	154	46	could	could	AUX
crl-16603	154	47	significantly	significantly	ADV
crl-16603	154	48	affect	affect	VERB
crl-16603	154	49	intellectual	intellectual	ADJ
crl-16603	154	50	property	property	NOUN
crl-16603	154	51	(	(	PUNCT
crl-16603	154	52	ip	ip	NOUN
crl-16603	154	53	)	)	PUNCT
crl-16603	154	54	negotiations	negotiation	NOUN
crl-16603	154	55	between	between	ADP
crl-16603	154	56	digital	digital	ADJ
crl-16603	154	57	content	content	NOUN
crl-16603	154	58	vendors	vendor	NOUN
crl-16603	154	59	and	and	CCONJ
crl-16603	154	60	heis	heis	PROPN
crl-16603	154	61	.	.	PUNCT
crl-16603	155	1	these	these	DET
crl-16603	155	2	ip	ip	NOUN
crl-16603	155	3	concerns	concern	NOUN
crl-16603	155	4	interact	interact	VERB
crl-16603	155	5	with	with	ADP
crl-16603	155	6	digital	digital	ADJ
crl-16603	155	7	rights	right	NOUN
crl-16603	155	8	management	management	NOUN
crl-16603	155	9	(	(	PUNCT
crl-16603	155	10	drm	drm	NOUN
crl-16603	155	11	)	)	PUNCT
crl-16603	155	12	requirements	requirement	NOUN
crl-16603	155	13	(	(	PUNCT
crl-16603	155	14	such	such	ADJ
crl-16603	155	15	as	as	ADP
crl-16603	155	16	protecting	protect	VERB
crl-16603	155	17	copyrights	copyright	NOUN
crl-16603	155	18	)	)	PUNCT
crl-16603	155	19	attached	attach	VERB
crl-16603	155	20	to	to	ADP
crl-16603	155	21	library	library	NOUN
crl-16603	155	22	-	-	PUNCT
crl-16603	155	23	vendor	vendor	NOUN
crl-16603	155	24	contracts	contract	NOUN
crl-16603	155	25	,	,	PUNCT
crl-16603	155	26	and	and	CCONJ
crl-16603	155	27	surface	surface	VERB
crl-16603	155	28	how	how	SCONJ
crl-16603	155	29	informational	informational	ADJ
crl-16603	155	30	and	and	CCONJ
crl-16603	155	31	algorithmic	algorithmic	ADJ
crl-16603	155	32	products	product	NOUN
crl-16603	155	33	derived	derive	VERB
crl-16603	155	34	from	from	ADP
crl-16603	155	35	student	student	NOUN
crl-16603	155	36	data	datum	NOUN
crl-16603	155	37	could	could	AUX
crl-16603	155	38	become	become	VERB
crl-16603	155	39	trade	trade	NOUN
crl-16603	155	40	secrets	secret	NOUN
crl-16603	155	41	or	or	CCONJ
crl-16603	155	42	marketable	marketable	ADJ
crl-16603	155	43	products	product	NOUN
crl-16603	155	44	.	.	PUNCT
crl-16603	156	1	since	since	SCONJ
crl-16603	156	2	access	access	NOUN
crl-16603	156	3	to	to	ADP
crl-16603	156	4	data	datum	NOUN
crl-16603	156	5	is	be	AUX
crl-16603	156	6	enticing	entice	VERB
crl-16603	156	7	for	for	ADP
crl-16603	156	8	vendors	vendor	NOUN
crl-16603	156	9	and	and	CCONJ
crl-16603	156	10	institutions	institution	NOUN
crl-16603	156	11	alike	alike	ADV
crl-16603	156	12	,	,	PUNCT
crl-16603	156	13	314	314	NUM
crl-16603	156	14	college	college	NOUN
crl-16603	156	15	&	&	CCONJ
crl-16603	156	16	research	research	PROPN
crl-16603	156	17	libraries	library	NOUN
crl-16603	156	18	april	april	PROPN
crl-16603	156	19	2018	2018	NUM
crl-16603	156	20	librarians	librarian	NOUN
crl-16603	156	21	will	will	AUX
crl-16603	156	22	have	have	VERB
crl-16603	156	23	to	to	PART
crl-16603	156	24	navigate	navigate	VERB
crl-16603	156	25	ethical	ethical	ADJ
crl-16603	156	26	quandaries	quandary	NOUN
crl-16603	156	27	around	around	ADP
crl-16603	156	28	capturing	capture	VERB
crl-16603	156	29	and	and	CCONJ
crl-16603	156	30	providing	provide	VERB
crl-16603	156	31	interaction	interaction	NOUN
crl-16603	156	32	data	datum	NOUN
crl-16603	156	33	about	about	ADP
crl-16603	156	34	student	student	NOUN
crl-16603	156	35	access	access	NOUN
crl-16603	156	36	to	to	ADP
crl-16603	156	37	library	library	NOUN
crl-16603	156	38	resources	resource	NOUN
crl-16603	156	39	with	with	ADP
crl-16603	156	40	vendors	vendor	NOUN
crl-16603	156	41	.	.	PUNCT
crl-16603	157	1	content	content	PROPN
crl-16603	157	2	vendors	vendor	NOUN
crl-16603	157	3	track	track	VERB
crl-16603	157	4	student	student	NOUN
crl-16603	157	5	usage	usage	NOUN
crl-16603	157	6	of	of	ADP
crl-16603	157	7	their	their	PRON
crl-16603	157	8	digital	digital	ADJ
crl-16603	157	9	materials	material	NOUN
crl-16603	157	10	,	,	PUNCT
crl-16603	157	11	nominally	nominally	ADV
crl-16603	157	12	to	to	PART
crl-16603	157	13	protect	protect	VERB
crl-16603	157	14	against	against	ADP
crl-16603	157	15	illegal	illegal	ADJ
crl-16603	157	16	access	access	NOUN
crl-16603	157	17	and	and	CCONJ
crl-16603	157	18	sharing	sharing	NOUN
crl-16603	157	19	.	.	PUNCT
crl-16603	158	1	in	in	ADP
crl-16603	158	2	response	response	NOUN
crl-16603	158	3	,	,	PUNCT
crl-16603	158	4	the	the	DET
crl-16603	158	5	ala	ala	NOUN
crl-16603	158	6	recently	recently	ADV
crl-16603	158	7	proposed	propose	VERB
crl-16603	158	8	guidelines	guideline	NOUN
crl-16603	158	9	addressing	address	VERB
crl-16603	158	10	increased	increase	VERB
crl-16603	158	11	tracking	tracking	NOUN
crl-16603	158	12	:	:	PUNCT
crl-16603	158	13	[	[	X
crl-16603	158	14	m]ost	m]ost	X
crl-16603	158	15	e	e	NOUN
crl-16603	158	16	-	-	NOUN
crl-16603	158	17	book	book	NOUN
crl-16603	158	18	and	and	CCONJ
crl-16603	158	19	digital	digital	ADJ
crl-16603	158	20	content	content	NOUN
crl-16603	158	21	vendors	vendor	NOUN
crl-16603	158	22	collect	collect	VERB
crl-16603	158	23	and	and	CCONJ
crl-16603	158	24	use	use	VERB
crl-16603	158	25	library	library	NOUN
crl-16603	158	26	patron	patron	NOUN
crl-16603	158	27	data	datum	NOUN
crl-16603	158	28	for	for	ADP
crl-16603	158	29	a	a	DET
crl-16603	158	30	variety	variety	NOUN
crl-16603	158	31	of	of	ADP
crl-16603	158	32	reasons	reason	NOUN
crl-16603	158	33	,	,	PUNCT
crl-16603	158	34	including	include	VERB
crl-16603	158	35	digital	digital	ADJ
crl-16603	158	36	rights	right	NOUN
crl-16603	158	37	management	management	NOUN
crl-16603	158	38	,	,	PUNCT
crl-16603	158	39	consumer	consumer	NOUN
crl-16603	158	40	analytics	analytic	NOUN
crl-16603	158	41	,	,	PUNCT
crl-16603	158	42	and	and	CCONJ
crl-16603	158	43	user	user	NOUN
crl-16603	158	44	personalization	personalization	NOUN
crl-16603	158	45	.	.	PUNCT
crl-16603	159	1	libraries	library	NOUN
crl-16603	159	2	and	and	CCONJ
crl-16603	159	3	vendors	vendor	NOUN
crl-16603	159	4	must	must	AUX
crl-16603	159	5	work	work	VERB
crl-16603	159	6	together	together	ADV
crl-16603	159	7	to	to	PART
crl-16603	159	8	ensure	ensure	VERB
crl-16603	159	9	that	that	SCONJ
crl-16603	159	10	the	the	DET
crl-16603	159	11	contracts	contract	NOUN
crl-16603	159	12	and	and	CCONJ
crl-16603	159	13	licenses	license	NOUN
crl-16603	159	14	governing	govern	VERB
crl-16603	159	15	the	the	DET
crl-16603	159	16	provision	provision	NOUN
crl-16603	159	17	and	and	CCONJ
crl-16603	159	18	use	use	NOUN
crl-16603	159	19	of	of	ADP
crl-16603	159	20	digital	digital	ADJ
crl-16603	159	21	information	information	NOUN
crl-16603	159	22	reflect	reflect	VERB
crl-16603	159	23	library	library	NOUN
crl-16603	159	24	ethics	ethic	NOUN
crl-16603	159	25	,	,	PUNCT
crl-16603	159	26	policies	policy	NOUN
crl-16603	159	27	,	,	PUNCT
crl-16603	159	28	and	and	CCONJ
crl-16603	159	29	legal	legal	ADJ
crl-16603	159	30	obligations	obligation	NOUN
crl-16603	159	31	concerning	concern	VERB
crl-16603	159	32	user	user	NOUN
crl-16603	159	33	privacy	privacy	NOUN
crl-16603	159	34	and	and	CCONJ
crl-16603	159	35	confidentiality.99	confidentiality.99	VERB
crl-16603	159	36	the	the	DET
crl-16603	159	37	statement	statement	NOUN
crl-16603	159	38	highlights	highlight	VERB
crl-16603	159	39	a	a	DET
crl-16603	159	40	growing	grow	VERB
crl-16603	159	41	tension	tension	NOUN
crl-16603	159	42	between	between	ADP
crl-16603	159	43	digital	digital	ADJ
crl-16603	159	44	content	content	NOUN
crl-16603	159	45	providers	provider	NOUN
crl-16603	159	46	wishing	wish	VERB
crl-16603	159	47	to	to	PART
crl-16603	159	48	track	track	VERB
crl-16603	159	49	access	access	NOUN
crl-16603	159	50	and	and	CCONJ
crl-16603	159	51	librarians	librarian	NOUN
crl-16603	159	52	who	who	PRON
crl-16603	159	53	advocate	advocate	VERB
crl-16603	159	54	for	for	ADP
crl-16603	159	55	user	user	NOUN
crl-16603	159	56	protections	protection	NOUN
crl-16603	159	57	against	against	ADP
crl-16603	159	58	tracking	tracking	NOUN
crl-16603	159	59	.	.	PUNCT
crl-16603	160	1	as	as	ADP
crl-16603	160	2	rubel	rubel	NOUN
crl-16603	160	3	notes	note	NOUN
crl-16603	160	4	,	,	PUNCT
crl-16603	160	5	however	however	ADV
crl-16603	160	6	,	,	PUNCT
crl-16603	160	7	resolving	resolve	VERB
crl-16603	160	8	the	the	DET
crl-16603	160	9	“	"	PUNCT
crl-16603	160	10	trade	trade	NOUN
crl-16603	160	11	-	-	PUNCT
crl-16603	160	12	offs	off	NOUN
crl-16603	160	13	between	between	ADP
crl-16603	160	14	patron	patron	NOUN
crl-16603	160	15	privacy	privacy	NOUN
crl-16603	160	16	and	and	CCONJ
crl-16603	160	17	access	access	NOUN
crl-16603	160	18	”	"	PUNCT
crl-16603	160	19	to	to	ADP
crl-16603	160	20	digital	digital	ADJ
crl-16603	160	21	resources	resource	NOUN
crl-16603	160	22	has	have	AUX
crl-16603	160	23	proved	prove	VERB
crl-16603	160	24	challenging.100	challenging.100	ADJ
crl-16603	160	25	the	the	DET
crl-16603	160	26	harvard	harvard	PROPN
crl-16603	160	27	business	business	NOUN
crl-16603	160	28	review	review	NOUN
crl-16603	160	29	(	(	PUNCT
crl-16603	160	30	hbr	hbr	ADV
crl-16603	160	31	)	)	PUNCT
crl-16603	160	32	controversially	controversially	ADV
crl-16603	160	33	limited	limited	ADJ
crl-16603	160	34	use	use	NOUN
crl-16603	160	35	of	of	ADP
crl-16603	160	36	their	their	PRON
crl-16603	160	37	articles	article	NOUN
crl-16603	160	38	in	in	ADP
crl-16603	160	39	digital	digital	ADJ
crl-16603	160	40	course	course	NOUN
crl-16603	160	41	packs	pack	NOUN
crl-16603	160	42	and	and	CCONJ
crl-16603	160	43	electronic	electronic	ADJ
crl-16603	160	44	reserves	reserve	NOUN
crl-16603	160	45	by	by	ADP
crl-16603	160	46	inserting	insert	VERB
crl-16603	160	47	licensing	licensing	NOUN
crl-16603	160	48	language	language	NOUN
crl-16603	160	49	into	into	ADP
crl-16603	160	50	an	an	DET
crl-16603	160	51	ebsco	ebsco	PROPN
crl-16603	160	52	package	package	NOUN
crl-16603	160	53	contract	contract	NOUN
crl-16603	160	54	that	that	PRON
crl-16603	160	55	included	include	VERB
crl-16603	160	56	hbr.101	hbr.101	NOUN
crl-16603	160	57	hbr	hbr	PROPN
crl-16603	160	58	held	hold	VERB
crl-16603	160	59	that	that	SCONJ
crl-16603	160	60	its	its	PRON
crl-16603	160	61	license	license	NOUN
crl-16603	160	62	—	—	PUNCT
crl-16603	160	63	as	as	SCONJ
crl-16603	160	64	enacted	enact	VERB
crl-16603	160	65	through	through	ADP
crl-16603	160	66	ebsco	ebsco	PROPN
crl-16603	160	67	—	—	PUNCT
crl-16603	160	68	trumped	trump	VERB
crl-16603	160	69	any	any	DET
crl-16603	160	70	fair	fair	ADJ
crl-16603	160	71	-	-	PUNCT
crl-16603	160	72	use	use	NOUN
crl-16603	160	73	claims	claim	NOUN
crl-16603	160	74	to	to	PART
crl-16603	160	75	link	link	VERB
crl-16603	160	76	to	to	ADP
crl-16603	160	77	or	or	CCONJ
crl-16603	160	78	copy	copy	VERB
crl-16603	160	79	articles	article	NOUN
crl-16603	160	80	for	for	ADP
crl-16603	160	81	student	student	NOUN
crl-16603	160	82	access	access	NOUN
crl-16603	160	83	outside	outside	ADP
crl-16603	160	84	ebsco	ebsco	PROPN
crl-16603	160	85	’s	’s	PART
crl-16603	160	86	system	system	NOUN
crl-16603	160	87	.	.	PUNCT
crl-16603	161	1	such	such	ADJ
crl-16603	161	2	licensing	licensing	NOUN
crl-16603	161	3	language	language	NOUN
crl-16603	161	4	and	and	CCONJ
crl-16603	161	5	restricted	restrict	VERB
crl-16603	161	6	user	user	NOUN
crl-16603	161	7	access	access	NOUN
crl-16603	161	8	funnels	funnel	VERB
crl-16603	161	9	users	user	NOUN
crl-16603	161	10	to	to	ADP
crl-16603	161	11	vendor	vendor	NOUN
crl-16603	161	12	-	-	PUNCT
crl-16603	161	13	managed	manage	VERB
crl-16603	161	14	systems	system	NOUN
crl-16603	161	15	that	that	PRON
crl-16603	161	16	track	track	VERB
crl-16603	161	17	users	user	NOUN
crl-16603	161	18	.	.	PUNCT
crl-16603	162	1	lambert	lambert	PROPN
crl-16603	162	2	,	,	PUNCT
crl-16603	162	3	parker	parker	NOUN
crl-16603	162	4	,	,	PUNCT
crl-16603	162	5	and	and	CCONJ
crl-16603	162	6	bashir	bashir	PROPN
crl-16603	162	7	’s	’s	PART
crl-16603	162	8	research	research	NOUN
crl-16603	162	9	into	into	ADP
crl-16603	162	10	popular	popular	ADJ
crl-16603	162	11	digital	digital	ADJ
crl-16603	162	12	content	content	NOUN
crl-16603	162	13	vendors	vendor	NOUN
crl-16603	162	14	found	find	VERB
crl-16603	162	15	that	that	SCONJ
crl-16603	162	16	vendors	vendor	NOUN
crl-16603	162	17	often	often	ADV
crl-16603	162	18	collect	collect	VERB
crl-16603	162	19	,	,	PUNCT
crl-16603	162	20	analyze	analyze	NOUN
crl-16603	162	21	,	,	PUNCT
crl-16603	162	22	and	and	CCONJ
crl-16603	162	23	share	share	VERB
crl-16603	162	24	personally	personally	ADV
crl-16603	162	25	identifiable	identifiable	ADJ
crl-16603	162	26	information	information	NOUN
crl-16603	162	27	with	with	ADP
crl-16603	162	28	third	third	ADJ
crl-16603	162	29	parties	party	NOUN
crl-16603	162	30	,	,	PUNCT
crl-16603	162	31	even	even	ADV
crl-16603	162	32	though	though	SCONJ
crl-16603	162	33	public	public	ADJ
crl-16603	162	34	policies	policy	NOUN
crl-16603	162	35	stated	state	VERB
crl-16603	162	36	otherwise.102	otherwise.102	NOUN
crl-16603	162	37	and	and	CCONJ
crl-16603	162	38	rubel	rubel	NOUN
crl-16603	162	39	and	and	CCONJ
crl-16603	162	40	zhang	zhang	PROPN
crl-16603	162	41	’s	’s	PART
crl-16603	162	42	investigation	investigation	NOUN
crl-16603	162	43	into	into	ADP
crl-16603	162	44	42	42	NUM
crl-16603	162	45	unique	unique	ADJ
crl-16603	162	46	licensing	licensing	NOUN
crl-16603	162	47	agreements	agreement	NOUN
crl-16603	162	48	uncovered	uncover	VERB
crl-16603	162	49	the	the	DET
crl-16603	162	50	wide	wide	ADJ
crl-16603	162	51	spectrum	spectrum	NOUN
crl-16603	162	52	of	of	ADP
crl-16603	162	53	data	data	NOUN
crl-16603	162	54	collection	collection	NOUN
crl-16603	162	55	and	and	CCONJ
crl-16603	162	56	sharing	share	VERB
crl-16603	162	57	protections	protection	NOUN
crl-16603	162	58	in	in	ADP
crl-16603	162	59	existence	existence	NOUN
crl-16603	162	60	(	(	PUNCT
crl-16603	162	61	or	or	CCONJ
crl-16603	162	62	in	in	ADP
crl-16603	162	63	some	some	DET
crl-16603	162	64	cases	case	NOUN
crl-16603	162	65	lacking	lack	VERB
crl-16603	162	66	altogether).103	altogether).103	ADP
crl-16603	162	67	this	this	PRON
crl-16603	162	68	suggests	suggest	VERB
crl-16603	162	69	that	that	SCONJ
crl-16603	162	70	libraries	library	NOUN
crl-16603	162	71	are	be	AUX
crl-16603	162	72	participating	participate	VERB
crl-16603	162	73	in	in	ADP
crl-16603	162	74	a	a	DET
crl-16603	162	75	“	"	PUNCT
crl-16603	162	76	faustian	faustian	ADJ
crl-16603	162	77	bargain	bargain	NOUN
crl-16603	162	78	”	"	PUNCT
crl-16603	162	79	whereby	whereby	SCONJ
crl-16603	162	80	vendors	vendor	NOUN
crl-16603	162	81	and	and	CCONJ
crl-16603	162	82	vendor	vendor	NOUN
crl-16603	162	83	systems	system	NOUN
crl-16603	162	84	provide	provide	VERB
crl-16603	162	85	access	access	NOUN
crl-16603	162	86	to	to	ADP
crl-16603	162	87	valuable	valuable	ADJ
crl-16603	162	88	resources	resource	NOUN
crl-16603	162	89	at	at	ADP
crl-16603	162	90	the	the	DET
crl-16603	162	91	cost	cost	NOUN
crl-16603	162	92	of	of	ADP
crl-16603	162	93	degrading	degrading	ADJ
crl-16603	162	94	student	student	NOUN
crl-16603	162	95	privacy	privacy	NOUN
crl-16603	162	96	and	and	CCONJ
crl-16603	162	97	weakening	weaken	VERB
crl-16603	162	98	librarians	librarian	NOUN
crl-16603	162	99	’	'	PUNCT
crl-16603	162	100	professional	professional	ADJ
crl-16603	162	101	ethics	ethic	NOUN
crl-16603	162	102	commitments.104	commitments.104	NOUN
crl-16603	162	103	vendors	vendor	NOUN
crl-16603	162	104	or	or	CCONJ
crl-16603	162	105	other	other	ADJ
crl-16603	162	106	actors	actor	NOUN
crl-16603	162	107	seeking	seek	VERB
crl-16603	162	108	access	access	NOUN
crl-16603	162	109	to	to	ADP
crl-16603	162	110	student	student	NOUN
crl-16603	162	111	data	data	NOUN
crl-16603	162	112	creates	create	VERB
crl-16603	162	113	another	another	DET
crl-16603	162	114	ip	ip	NOUN
crl-16603	162	115	concern	concern	NOUN
crl-16603	162	116	:	:	PUNCT
crl-16603	162	117	trade	trade	NOUN
crl-16603	162	118	secrets	secret	NOUN
crl-16603	162	119	.	.	PUNCT
crl-16603	163	1	institutional	institutional	ADJ
crl-16603	163	2	advantages	advantage	NOUN
crl-16603	163	3	gained	gain	VERB
crl-16603	163	4	through	through	ADP
crl-16603	163	5	la	la	PROPN
crl-16603	163	6	are	be	AUX
crl-16603	163	7	believed	believe	VERB
crl-16603	163	8	to	to	PART
crl-16603	163	9	enable	enable	VERB
crl-16603	163	10	heis	heis	NOUN
crl-16603	163	11	to	to	PART
crl-16603	163	12	position	position	VERB
crl-16603	163	13	themselves	themselves	PRON
crl-16603	163	14	strategically	strategically	ADV
crl-16603	163	15	in	in	ADP
crl-16603	163	16	a	a	DET
crl-16603	163	17	“	"	PUNCT
crl-16603	163	18	competitive	competitive	ADJ
crl-16603	163	19	and	and	CCONJ
crl-16603	163	20	dynamic	dynamic	ADJ
crl-16603	163	21	”	"	PUNCT
crl-16603	163	22	marketplace.105	marketplace.105	NOUN
crl-16603	163	23	to	to	PART
crl-16603	163	24	give	give	VERB
crl-16603	163	25	student	student	NOUN
crl-16603	163	26	data	datum	NOUN
crl-16603	163	27	or	or	CCONJ
crl-16603	163	28	derived	derive	VERB
crl-16603	163	29	findings	finding	NOUN
crl-16603	163	30	away	away	ADV
crl-16603	163	31	could	could	AUX
crl-16603	163	32	diminish	diminish	VERB
crl-16603	163	33	the	the	DET
crl-16603	163	34	value	value	NOUN
crl-16603	163	35	gained	gain	VERB
crl-16603	163	36	.	.	PUNCT
crl-16603	164	1	therefore	therefore	ADV
crl-16603	164	2	,	,	PUNCT
crl-16603	164	3	it	it	PRON
crl-16603	164	4	is	be	AUX
crl-16603	164	5	plausible	plausible	ADJ
crl-16603	164	6	that	that	SCONJ
crl-16603	164	7	heis	heis	PROPN
crl-16603	164	8	are	be	AUX
crl-16603	164	9	likely	likely	ADJ
crl-16603	164	10	to	to	PART
crl-16603	164	11	protect	protect	VERB
crl-16603	164	12	their	their	PRON
crl-16603	164	13	data	datum	NOUN
crl-16603	164	14	assets	asset	NOUN
crl-16603	164	15	as	as	ADP
crl-16603	164	16	trade	trade	NOUN
crl-16603	164	17	secrets	secret	NOUN
crl-16603	164	18	,	,	PUNCT
crl-16603	164	19	gaining	gain	VERB
crl-16603	164	20	revenue	revenue	NOUN
crl-16603	164	21	therefrom	therefrom	ADP
crl-16603	164	22	through	through	ADP
crl-16603	164	23	the	the	DET
crl-16603	164	24	sale	sale	NOUN
crl-16603	164	25	or	or	CCONJ
crl-16603	164	26	license	license	NOUN
crl-16603	164	27	of	of	ADP
crl-16603	164	28	specially	specially	ADV
crl-16603	164	29	curated	curate	VERB
crl-16603	164	30	databases	database	NOUN
crl-16603	164	31	and	and	CCONJ
crl-16603	164	32	informational	informational	ADJ
crl-16603	164	33	reports	report	NOUN
crl-16603	164	34	,	,	PUNCT
crl-16603	164	35	analytic	analytic	ADJ
crl-16603	164	36	workflows	workflow	NOUN
crl-16603	164	37	,	,	PUNCT
crl-16603	164	38	or	or	CCONJ
crl-16603	164	39	custom	custom	NOUN
crl-16603	164	40	-	-	PUNCT
crl-16603	164	41	made	make	VERB
crl-16603	164	42	algorithms	algorithm	NOUN
crl-16603	164	43	.	.	PUNCT
crl-16603	165	1	efforts	effort	NOUN
crl-16603	165	2	by	by	ADP
crl-16603	165	3	heis	heis	PROPN
crl-16603	165	4	to	to	PART
crl-16603	165	5	maximize	maximize	VERB
crl-16603	165	6	trade	trade	NOUN
crl-16603	165	7	-	-	PUNCT
crl-16603	165	8	secret	secret	NOUN
crl-16603	165	9	revenue	revenue	NOUN
crl-16603	165	10	may	may	AUX
crl-16603	165	11	force	force	VERB
crl-16603	165	12	librarians	librarian	NOUN
crl-16603	165	13	into	into	ADP
crl-16603	165	14	data	data	NOUN
crl-16603	165	15	mining	mining	NOUN
crl-16603	165	16	they	they	PRON
crl-16603	165	17	find	find	VERB
crl-16603	165	18	unsavory	unsavory	ADJ
crl-16603	165	19	.	.	PUNCT
crl-16603	166	1	early	early	ADJ
crl-16603	166	2	library	library	PROPN
crl-16603	166	3	la	la	PROPN
crl-16603	166	4	research	research	NOUN
crl-16603	166	5	suggests	suggest	VERB
crl-16603	166	6	important	important	ADJ
crl-16603	166	7	correlations	correlation	NOUN
crl-16603	166	8	between	between	ADP
crl-16603	166	9	library	library	NOUN
crl-16603	166	10	usage	usage	NOUN
crl-16603	166	11	data	datum	NOUN
crl-16603	166	12	and	and	CCONJ
crl-16603	166	13	student	student	NOUN
crl-16603	166	14	learning	learning	NOUN
crl-16603	166	15	outcomes	outcome	NOUN
crl-16603	166	16	,	,	PUNCT
crl-16603	166	17	which	which	PRON
crl-16603	166	18	heis	heis	PROPN
crl-16603	166	19	may	may	AUX
crl-16603	166	20	seek	seek	VERB
crl-16603	166	21	to	to	PART
crl-16603	166	22	understand	understand	VERB
crl-16603	166	23	at	at	ADP
crl-16603	166	24	more	more	ADV
crl-16603	166	25	granular	granular	ADJ
crl-16603	166	26	levels	level	NOUN
crl-16603	166	27	.	.	PUNCT
crl-16603	167	1	doing	do	VERB
crl-16603	167	2	so	so	ADV
crl-16603	167	3	,	,	PUNCT
crl-16603	167	4	however	however	ADV
crl-16603	167	5	,	,	PUNCT
crl-16603	167	6	will	will	AUX
crl-16603	167	7	require	require	VERB
crl-16603	167	8	librarians	librarians	PROPN
crl-16603	167	9	to	to	PART
crl-16603	167	10	monitor	monitor	VERB
crl-16603	167	11	student	student	NOUN
crl-16603	167	12	behaviors	behavior	NOUN
crl-16603	167	13	in	in	ADP
crl-16603	167	14	physical	physical	ADJ
crl-16603	167	15	and	and	CCONJ
crl-16603	167	16	digital	digital	ADJ
crl-16603	167	17	spaces	space	NOUN
crl-16603	167	18	to	to	PART
crl-16603	167	19	determine	determine	VERB
crl-16603	167	20	which	which	DET
crl-16603	167	21	behaviors	behavior	NOUN
crl-16603	167	22	correlate	correlate	VERB
crl-16603	167	23	with	with	ADP
crl-16603	167	24	higher	high	ADJ
crl-16603	167	25	academic	academic	ADJ
crl-16603	167	26	achievement	achievement	NOUN
crl-16603	167	27	or	or	CCONJ
crl-16603	167	28	social	social	ADJ
crl-16603	167	29	integration	integration	NOUN
crl-16603	167	30	into	into	ADP
crl-16603	167	31	campus	campus	NOUN
crl-16603	167	32	life	life	NOUN
crl-16603	167	33	.	.	PUNCT
crl-16603	168	1	heis	heis	PROPN
crl-16603	168	2	may	may	AUX
crl-16603	168	3	also	also	ADV
crl-16603	168	4	pressure	pressure	VERB
crl-16603	168	5	libraries	library	NOUN
crl-16603	168	6	to	to	PART
crl-16603	168	7	negotiate	negotiate	VERB
crl-16603	168	8	for	for	ADP
crl-16603	168	9	licensing	licensing	NOUN
crl-16603	168	10	contracts	contract	NOUN
crl-16603	168	11	that	that	PRON
crl-16603	168	12	require	require	VERB
crl-16603	168	13	vendors	vendor	NOUN
crl-16603	168	14	to	to	PART
crl-16603	168	15	contribute	contribute	VERB
crl-16603	168	16	student	student	NOUN
crl-16603	168	17	behavior	behavior	NOUN
crl-16603	168	18	data	datum	NOUN
crl-16603	168	19	from	from	ADP
crl-16603	168	20	their	their	PRON
crl-16603	168	21	systems	system	NOUN
crl-16603	168	22	to	to	ADP
crl-16603	168	23	institutional	institutional	ADJ
crl-16603	168	24	la	la	PROPN
crl-16603	168	25	data	datum	NOUN
crl-16603	168	26	warehouses	warehouse	NOUN
crl-16603	168	27	.	.	PUNCT
crl-16603	169	1	recommendations	recommendation	NOUN
crl-16603	169	2	embedded	embed	VERB
crl-16603	169	3	values	value	NOUN
crl-16603	169	4	ala	ala	PROPN
crl-16603	169	5	’s	’s	PART
crl-16603	169	6	code	code	NOUN
crl-16603	169	7	of	of	ADP
crl-16603	169	8	ethics	ethic	NOUN
crl-16603	169	9	and	and	CCONJ
crl-16603	169	10	the	the	DET
crl-16603	169	11	values	value	NOUN
crl-16603	169	12	that	that	PRON
crl-16603	169	13	inform	inform	VERB
crl-16603	169	14	it	it	PRON
crl-16603	169	15	give	give	VERB
crl-16603	169	16	professionals	professional	NOUN
crl-16603	169	17	strength	strength	NOUN
crl-16603	169	18	and	and	CCONJ
crl-16603	169	19	direction	direction	NOUN
crl-16603	169	20	during	during	ADP
crl-16603	169	21	times	time	NOUN
crl-16603	169	22	of	of	ADP
crl-16603	169	23	sociotechnical	sociotechnical	ADJ
crl-16603	169	24	change	change	NOUN
crl-16603	169	25	.	.	PUNCT
crl-16603	170	1	although	although	SCONJ
crl-16603	170	2	the	the	DET
crl-16603	170	3	technological	technological	ADJ
crl-16603	170	4	momenlearning	momenlearning	NOUN
crl-16603	170	5	analytics	analytic	NOUN
crl-16603	170	6	and	and	CCONJ
crl-16603	170	7	the	the	DET
crl-16603	170	8	academic	academic	ADJ
crl-16603	170	9	library	library	NOUN
crl-16603	170	10	315	315	NUM
crl-16603	170	11	tum	tum	NOUN
crl-16603	170	12	behind	behind	ADP
crl-16603	170	13	big	big	ADJ
crl-16603	170	14	data	datum	NOUN
crl-16603	170	15	seems	seem	VERB
crl-16603	170	16	to	to	PART
crl-16603	170	17	legitimize	legitimize	VERB
crl-16603	170	18	similar	similar	ADJ
crl-16603	170	19	practices	practice	NOUN
crl-16603	170	20	in	in	ADP
crl-16603	170	21	many	many	ADJ
crl-16603	170	22	corners	corner	NOUN
crl-16603	170	23	of	of	ADP
crl-16603	170	24	society	society	NOUN
crl-16603	170	25	,	,	PUNCT
crl-16603	170	26	la	la	PROPN
crl-16603	170	27	is	be	AUX
crl-16603	170	28	still	still	ADV
crl-16603	170	29	an	an	DET
crl-16603	170	30	open	open	ADJ
crl-16603	170	31	system	system	NOUN
crl-16603	170	32	that	that	PRON
crl-16603	170	33	many	many	ADJ
crl-16603	170	34	actors	actor	NOUN
crl-16603	170	35	—	—	PUNCT
crl-16603	170	36	including	include	VERB
crl-16603	170	37	librarians	librarian	NOUN
crl-16603	170	38	—	—	PUNCT
crl-16603	170	39	can	can	AUX
crl-16603	170	40	still	still	ADV
crl-16603	170	41	influence	influence	VERB
crl-16603	170	42	.	.	PUNCT
crl-16603	171	1	the	the	DET
crl-16603	171	2	question	question	NOUN
crl-16603	171	3	,	,	PUNCT
crl-16603	171	4	then	then	ADV
crl-16603	171	5	,	,	PUNCT
crl-16603	171	6	is	be	AUX
crl-16603	171	7	how	how	SCONJ
crl-16603	171	8	librarians	librarian	NOUN
crl-16603	171	9	should	should	AUX
crl-16603	171	10	react	react	VERB
crl-16603	171	11	to	to	ADP
crl-16603	171	12	the	the	DET
crl-16603	171	13	development	development	NOUN
crl-16603	171	14	of	of	ADP
crl-16603	171	15	la	la	ADJ
crl-16603	171	16	initiatives	initiative	NOUN
crl-16603	171	17	.	.	PUNCT
crl-16603	172	1	we	we	PRON
crl-16603	172	2	believe	believe	VERB
crl-16603	172	3	librarians	librarian	NOUN
crl-16603	172	4	should	should	AUX
crl-16603	172	5	proactively	proactively	ADV
crl-16603	172	6	embed	embed	VERB
crl-16603	172	7	their	their	PRON
crl-16603	172	8	professional	professional	ADJ
crl-16603	172	9	values	value	NOUN
crl-16603	172	10	in	in	ADP
crl-16603	172	11	la	la	ADJ
crl-16603	172	12	practices	practice	NOUN
crl-16603	172	13	and	and	CCONJ
crl-16603	172	14	technologies	technology	NOUN
crl-16603	172	15	through	through	ADP
crl-16603	172	16	advocacy	advocacy	NOUN
crl-16603	172	17	.	.	PUNCT
crl-16603	173	1	emerging	emerge	VERB
crl-16603	173	2	sociotechnical	sociotechnical	ADJ
crl-16603	173	3	systems	system	NOUN
crl-16603	173	4	often	often	ADV
crl-16603	173	5	demand	demand	VERB
crl-16603	173	6	political	political	ADJ
crl-16603	173	7	resistance	resistance	NOUN
crl-16603	173	8	,	,	PUNCT
crl-16603	173	9	especially	especially	ADV
crl-16603	173	10	when	when	SCONJ
crl-16603	173	11	powerful	powerful	ADJ
crl-16603	173	12	parties	party	NOUN
crl-16603	173	13	are	be	AUX
crl-16603	173	14	positioned	position	VERB
crl-16603	173	15	to	to	PART
crl-16603	173	16	be	be	AUX
crl-16603	173	17	the	the	DET
crl-16603	173	18	primary	primary	ADJ
crl-16603	173	19	benificiaries.106	benificiaries.106	NOUN
crl-16603	173	20	as	as	ADP
crl-16603	173	21	la	la	ADP
crl-16603	173	22	matures	mature	NOUN
crl-16603	173	23	,	,	PUNCT
crl-16603	173	24	the	the	DET
crl-16603	173	25	values	value	NOUN
crl-16603	173	26	that	that	PRON
crl-16603	173	27	librarianship	librarianship	NOUN
crl-16603	173	28	supports	support	VERB
crl-16603	173	29	risk	risk	NOUN
crl-16603	173	30	damage	damage	NOUN
crl-16603	173	31	from	from	ADP
crl-16603	173	32	institutional	institutional	ADJ
crl-16603	173	33	actors	actor	NOUN
crl-16603	173	34	who	who	PRON
crl-16603	173	35	do	do	AUX
crl-16603	173	36	not	not	PART
crl-16603	173	37	share	share	VERB
crl-16603	173	38	the	the	DET
crl-16603	173	39	same	same	ADJ
crl-16603	173	40	ethical	ethical	ADJ
crl-16603	173	41	perspective	perspective	NOUN
crl-16603	173	42	and	and	CCONJ
crl-16603	173	43	values	value	NOUN
crl-16603	173	44	.	.	PUNCT
crl-16603	174	1	though	though	SCONJ
crl-16603	174	2	library	library	NOUN
crl-16603	174	3	values	value	NOUN
crl-16603	174	4	can	can	AUX
crl-16603	174	5	not	not	PART
crl-16603	174	6	overrule	overrule	VERB
crl-16603	174	7	other	other	ADJ
crl-16603	174	8	departments	department	NOUN
crl-16603	174	9	and	and	CCONJ
crl-16603	174	10	offices	office	NOUN
crl-16603	174	11	supported	support	VERB
crl-16603	174	12	by	by	ADP
crl-16603	174	13	other	other	ADJ
crl-16603	174	14	professional	professional	ADJ
crl-16603	174	15	ethics	ethic	NOUN
crl-16603	174	16	codes	code	NOUN
crl-16603	174	17	,	,	PUNCT
crl-16603	174	18	librarian	librarian	ADJ
crl-16603	174	19	inactivity	inactivity	NOUN
crl-16603	174	20	will	will	AUX
crl-16603	174	21	cause	cause	VERB
crl-16603	174	22	professional	professional	ADJ
crl-16603	174	23	values	value	NOUN
crl-16603	174	24	to	to	PART
crl-16603	174	25	be	be	AUX
crl-16603	174	26	ignored	ignore	VERB
crl-16603	174	27	or	or	CCONJ
crl-16603	174	28	suppressed	suppress	VERB
crl-16603	174	29	.	.	PUNCT
crl-16603	175	1	it	it	PRON
crl-16603	175	2	is	be	AUX
crl-16603	175	3	not	not	PART
crl-16603	175	4	our	our	PRON
crl-16603	175	5	aim	aim	NOUN
crl-16603	175	6	herein	herein	NOUN
crl-16603	175	7	to	to	PART
crl-16603	175	8	suggest	suggest	VERB
crl-16603	175	9	principles	principle	NOUN
crl-16603	175	10	or	or	CCONJ
crl-16603	175	11	strict	strict	ADJ
crl-16603	175	12	policy	policy	NOUN
crl-16603	175	13	recommendations	recommendation	NOUN
crl-16603	175	14	around	around	ADP
crl-16603	175	15	la	la	ADV
crl-16603	175	16	,	,	PUNCT
crl-16603	175	17	though	though	SCONJ
crl-16603	175	18	work	work	NOUN
crl-16603	175	19	in	in	ADP
crl-16603	175	20	this	this	DET
crl-16603	175	21	area	area	NOUN
crl-16603	175	22	is	be	AUX
crl-16603	175	23	ongoing	ongoing	ADJ
crl-16603	175	24	.	.	PUNCT
crl-16603	176	1	the	the	DET
crl-16603	176	2	national	national	ADJ
crl-16603	176	3	information	information	NOUN
crl-16603	176	4	standards	standard	NOUN
crl-16603	176	5	organization	organization	NOUN
crl-16603	176	6	’s	’s	PART
crl-16603	176	7	work	work	NOUN
crl-16603	176	8	on	on	ADP
crl-16603	176	9	user	user	NOUN
crl-16603	176	10	privacy	privacy	NOUN
crl-16603	176	11	and	and	CCONJ
crl-16603	176	12	library	library	NOUN
crl-16603	176	13	,	,	PUNCT
crl-16603	176	14	publisher	publisher	NOUN
crl-16603	176	15	,	,	PUNCT
crl-16603	176	16	and	and	CCONJ
crl-16603	176	17	vendor	vendor	NOUN
crl-16603	176	18	systems	system	NOUN
crl-16603	176	19	provides	provide	VERB
crl-16603	176	20	useful	useful	ADJ
crl-16603	176	21	policy	policy	NOUN
crl-16603	176	22	recommendations	recommendation	NOUN
crl-16603	176	23	,	,	PUNCT
crl-16603	176	24	as	as	SCONJ
crl-16603	176	25	does	do	VERB
crl-16603	176	26	asher	asher	PROPN
crl-16603	176	27	and	and	CCONJ
crl-16603	176	28	hinchliffe	hinchliffe	PROPN
crl-16603	176	29	’s	’s	PART
crl-16603	176	30	work	work	NOUN
crl-16603	176	31	specifically	specifically	ADV
crl-16603	176	32	related	relate	VERB
crl-16603	176	33	to	to	ADP
crl-16603	176	34	la	la	PROPN
crl-16603	176	35	and	and	CCONJ
crl-16603	176	36	libraries.107	libraries.107	ADV
crl-16603	176	37	instead	instead	ADV
crl-16603	176	38	,	,	PUNCT
crl-16603	176	39	we	we	PRON
crl-16603	176	40	advance	advance	VERB
crl-16603	176	41	recommendations	recommendation	NOUN
crl-16603	176	42	for	for	ADP
crl-16603	176	43	librarian	librarian	ADJ
crl-16603	176	44	participation	participation	NOUN
crl-16603	176	45	in	in	ADP
crl-16603	176	46	the	the	DET
crl-16603	176	47	evolution	evolution	NOUN
crl-16603	176	48	of	of	ADP
crl-16603	176	49	la	la	ADJ
crl-16603	176	50	initiatives	initiative	NOUN
crl-16603	176	51	on	on	ADP
crl-16603	176	52	their	their	PRON
crl-16603	176	53	respective	respective	ADJ
crl-16603	176	54	campuses	campus	NOUN
crl-16603	176	55	.	.	PUNCT
crl-16603	177	1	none	none	NOUN
crl-16603	177	2	of	of	ADP
crl-16603	177	3	the	the	DET
crl-16603	177	4	following	follow	VERB
crl-16603	177	5	recommendations	recommendation	NOUN
crl-16603	177	6	preclude	preclude	VERB
crl-16603	177	7	librarians	librarian	NOUN
crl-16603	177	8	from	from	ADP
crl-16603	177	9	pursuing	pursue	VERB
crl-16603	177	10	assessment	assessment	NOUN
crl-16603	177	11	studies	study	NOUN
crl-16603	177	12	,	,	PUNCT
crl-16603	177	13	but	but	CCONJ
crl-16603	177	14	they	they	PRON
crl-16603	177	15	do	do	AUX
crl-16603	177	16	require	require	VERB
crl-16603	177	17	a	a	DET
crl-16603	177	18	higher	high	ADJ
crl-16603	177	19	level	level	NOUN
crl-16603	177	20	of	of	ADP
crl-16603	177	21	ethical	ethical	ADJ
crl-16603	177	22	practice	practice	NOUN
crl-16603	177	23	should	should	AUX
crl-16603	177	24	they	they	PRON
crl-16603	177	25	seek	seek	VERB
crl-16603	177	26	to	to	PART
crl-16603	177	27	study	study	VERB
crl-16603	177	28	student	student	NOUN
crl-16603	177	29	behaviors	behavior	NOUN
crl-16603	177	30	as	as	SCONJ
crl-16603	177	31	evinced	evince	VERB
crl-16603	177	32	in	in	ADP
crl-16603	177	33	data	data	NOUN
crl-16603	177	34	-	-	PUNCT
crl-16603	177	35	based	base	VERB
crl-16603	177	36	systems	system	NOUN
crl-16603	177	37	.	.	PUNCT
crl-16603	178	1	we	we	PRON
crl-16603	178	2	recommend	recommend	VERB
crl-16603	178	3	first	first	ADV
crl-16603	178	4	that	that	PRON
crl-16603	178	5	librarians	librarian	NOUN
crl-16603	178	6	explain	explain	VERB
crl-16603	178	7	and	and	CCONJ
crl-16603	178	8	advance	advance	VERB
crl-16603	178	9	the	the	DET
crl-16603	178	10	profession	profession	NOUN
crl-16603	178	11	’s	’s	PART
crl-16603	178	12	ethics	ethic	NOUN
crl-16603	178	13	while	while	SCONJ
crl-16603	178	14	participating	participate	VERB
crl-16603	178	15	in	in	ADP
crl-16603	178	16	dialogue	dialogue	NOUN
crl-16603	178	17	around	around	ADP
crl-16603	178	18	la	la	ADJ
crl-16603	178	19	initiatives	initiative	NOUN
crl-16603	178	20	with	with	ADP
crl-16603	178	21	their	their	PRON
crl-16603	178	22	institutional	institutional	ADJ
crl-16603	178	23	and	and	CCONJ
crl-16603	178	24	professional	professional	ADJ
crl-16603	178	25	peers	peer	NOUN
crl-16603	178	26	.	.	PUNCT
crl-16603	179	1	second	second	ADV
crl-16603	179	2	,	,	PUNCT
crl-16603	179	3	librarians	librarian	NOUN
crl-16603	179	4	can	can	AUX
crl-16603	179	5	help	help	VERB
crl-16603	179	6	build	build	VERB
crl-16603	179	7	campus	campus	NOUN
crl-16603	179	8	-	-	PUNCT
crl-16603	179	9	wide	wide	ADJ
crl-16603	179	10	data	data	NOUN
crl-16603	179	11	governance	governance	NOUN
crl-16603	179	12	mechanisms	mechanism	NOUN
crl-16603	179	13	to	to	PART
crl-16603	179	14	oversee	oversee	VERB
crl-16603	179	15	potentially	potentially	ADV
crl-16603	179	16	harmful	harmful	ADJ
crl-16603	179	17	information	information	NOUN
crl-16603	179	18	flows	flow	NOUN
crl-16603	179	19	.	.	PUNCT
crl-16603	180	1	finally	finally	ADV
crl-16603	180	2	,	,	PUNCT
crl-16603	180	3	librarians	librarian	NOUN
crl-16603	180	4	should	should	AUX
crl-16603	180	5	develop	develop	VERB
crl-16603	180	6	library	library	NOUN
crl-16603	180	7	-	-	PUNCT
crl-16603	180	8	specific	specific	ADJ
crl-16603	180	9	information	information	NOUN
crl-16603	180	10	policies	policy	NOUN
crl-16603	180	11	as	as	ADV
crl-16603	180	12	well	well	ADV
crl-16603	180	13	as	as	ADP
crl-16603	180	14	participating	participate	VERB
crl-16603	180	15	in	in	ADP
crl-16603	180	16	building	build	VERB
crl-16603	180	17	institutionwide	institutionwide	NOUN
crl-16603	180	18	information	information	NOUN
crl-16603	180	19	policy	policy	NOUN
crl-16603	180	20	to	to	PART
crl-16603	180	21	govern	govern	VERB
crl-16603	180	22	the	the	DET
crl-16603	180	23	ethical	ethical	ADJ
crl-16603	180	24	use	use	NOUN
crl-16603	180	25	of	of	ADP
crl-16603	180	26	la	la	PRON
crl-16603	180	27	technology	technology	NOUN
crl-16603	180	28	.	.	PUNCT
crl-16603	181	1	we	we	PRON
crl-16603	181	2	take	take	VERB
crl-16603	181	3	each	each	PRON
crl-16603	181	4	of	of	ADP
crl-16603	181	5	these	these	DET
crl-16603	181	6	recommendations	recommendation	NOUN
crl-16603	181	7	in	in	ADP
crl-16603	181	8	turn	turn	NOUN
crl-16603	181	9	in	in	ADP
crl-16603	181	10	the	the	DET
crl-16603	181	11	following	follow	VERB
crl-16603	181	12	sections	section	NOUN
crl-16603	181	13	.	.	PUNCT
crl-16603	182	1	advocacy	advocacy	NOUN
crl-16603	182	2	and	and	CCONJ
crl-16603	182	3	constructive	constructive	ADJ
crl-16603	182	4	dialogue	dialogue	NOUN
crl-16603	182	5	it	it	PRON
crl-16603	182	6	is	be	AUX
crl-16603	182	7	the	the	DET
crl-16603	182	8	responsibility	responsibility	NOUN
crl-16603	182	9	of	of	ADP
crl-16603	182	10	librarians	librarian	NOUN
crl-16603	182	11	to	to	PART
crl-16603	182	12	advocate	advocate	VERB
crl-16603	182	13	for	for	ADP
crl-16603	182	14	library	library	NOUN
crl-16603	182	15	values	value	NOUN
crl-16603	182	16	and	and	CCONJ
crl-16603	182	17	ethical	ethical	ADJ
crl-16603	182	18	positions	position	NOUN
crl-16603	182	19	by	by	ADP
crl-16603	182	20	participating	participate	VERB
crl-16603	182	21	in	in	ADP
crl-16603	182	22	conversations	conversation	NOUN
crl-16603	182	23	about	about	ADP
crl-16603	182	24	and	and	CCONJ
crl-16603	182	25	design	design	NOUN
crl-16603	182	26	of	of	ADP
crl-16603	182	27	la	la	PROPN
crl-16603	182	28	systems	system	NOUN
crl-16603	182	29	at	at	ADP
crl-16603	182	30	their	their	PRON
crl-16603	182	31	institutions	institution	NOUN
crl-16603	182	32	and	and	CCONJ
crl-16603	182	33	within	within	ADP
crl-16603	182	34	the	the	DET
crl-16603	182	35	profession	profession	NOUN
crl-16603	182	36	.	.	PUNCT
crl-16603	183	1	wearing	wear	VERB
crl-16603	183	2	librarianship	librarianship	NOUN
crl-16603	183	3	’s	’s	PRON
crl-16603	183	4	“	"	PUNCT
crl-16603	183	5	ethical	ethical	ADJ
crl-16603	183	6	standards	standard	NOUN
crl-16603	183	7	as	as	ADP
crl-16603	183	8	badges	badge	NOUN
crl-16603	183	9	of	of	ADP
crl-16603	183	10	honour	honour	NOUN
crl-16603	183	11	[	[	X
crl-16603	183	12	sic	sic	NOUN
crl-16603	183	13	]	]	PUNCT
crl-16603	183	14	”	"	PUNCT
crl-16603	183	15	without	without	ADP
crl-16603	183	16	acting	act	VERB
crl-16603	183	17	on	on	ADP
crl-16603	183	18	them	they	PRON
crl-16603	183	19	risks	risk	NOUN
crl-16603	183	20	eroding	erode	VERB
crl-16603	183	21	those	those	DET
crl-16603	183	22	standards.108	standards.108	NOUN
crl-16603	183	23	librarians	librarian	NOUN
crl-16603	183	24	must	must	AUX
crl-16603	183	25	communicate	communicate	VERB
crl-16603	183	26	why	why	SCONJ
crl-16603	183	27	their	their	PRON
crl-16603	183	28	values	value	NOUN
crl-16603	183	29	are	be	AUX
crl-16603	183	30	important	important	ADJ
crl-16603	183	31	,	,	PUNCT
crl-16603	183	32	how	how	SCONJ
crl-16603	183	33	their	their	PRON
crl-16603	183	34	ethical	ethical	ADJ
crl-16603	183	35	perspective	perspective	NOUN
crl-16603	183	36	conflicts	conflict	NOUN
crl-16603	183	37	with	with	ADP
crl-16603	183	38	la	la	ADJ
crl-16603	183	39	practices	practice	NOUN
crl-16603	183	40	,	,	PUNCT
crl-16603	183	41	and	and	CCONJ
crl-16603	183	42	the	the	DET
crl-16603	183	43	ways	way	NOUN
crl-16603	183	44	in	in	ADP
crl-16603	183	45	which	which	PRON
crl-16603	183	46	la	la	PRON
crl-16603	183	47	initiatives	initiative	NOUN
crl-16603	183	48	harm	harm	NOUN
crl-16603	183	49	students	student	NOUN
crl-16603	183	50	,	,	PUNCT
crl-16603	183	51	especially	especially	ADV
crl-16603	183	52	with	with	ADP
crl-16603	183	53	respect	respect	NOUN
crl-16603	183	54	to	to	ADP
crl-16603	183	55	intellectual	intellectual	ADJ
crl-16603	183	56	freedom	freedom	NOUN
crl-16603	183	57	and	and	CCONJ
crl-16603	183	58	privacy	privacy	NOUN
crl-16603	183	59	.	.	PUNCT
crl-16603	184	1	librarians	librarian	NOUN
crl-16603	184	2	can	can	AUX
crl-16603	184	3	also	also	ADV
crl-16603	184	4	serve	serve	VERB
crl-16603	184	5	as	as	ADP
crl-16603	184	6	ethical	ethical	ADJ
crl-16603	184	7	exemplars	exemplar	NOUN
crl-16603	184	8	for	for	ADP
crl-16603	184	9	other	other	ADJ
crl-16603	184	10	hei	hei	ADJ
crl-16603	184	11	actors	actor	NOUN
crl-16603	184	12	.	.	PUNCT
crl-16603	185	1	taking	take	VERB
crl-16603	185	2	the	the	DET
crl-16603	185	3	ethical	ethical	ADJ
crl-16603	185	4	high	high	ADJ
crl-16603	185	5	ground	ground	NOUN
crl-16603	185	6	puts	put	VERB
crl-16603	185	7	pressure	pressure	NOUN
crl-16603	185	8	on	on	ADP
crl-16603	185	9	institutional	institutional	ADJ
crl-16603	185	10	peers	peer	NOUN
crl-16603	185	11	to	to	PART
crl-16603	185	12	make	make	VERB
crl-16603	185	13	explicit	explicit	ADJ
crl-16603	185	14	commitments	commitment	NOUN
crl-16603	185	15	about	about	ADP
crl-16603	185	16	data	datum	NOUN
crl-16603	185	17	security	security	NOUN
crl-16603	185	18	,	,	PUNCT
crl-16603	185	19	governance	governance	NOUN
crl-16603	185	20	,	,	PUNCT
crl-16603	185	21	and	and	CCONJ
crl-16603	185	22	appropriate	appropriate	ADJ
crl-16603	185	23	use	use	NOUN
crl-16603	185	24	and	and	CCONJ
crl-16603	185	25	justify	justify	VERB
crl-16603	185	26	data	data	NOUN
crl-16603	185	27	ethics	ethic	NOUN
crl-16603	185	28	.	.	PUNCT
crl-16603	186	1	for	for	ADP
crl-16603	186	2	instance	instance	NOUN
crl-16603	186	3	,	,	PUNCT
crl-16603	186	4	several	several	ADJ
crl-16603	186	5	libraries	library	NOUN
crl-16603	186	6	have	have	AUX
crl-16603	186	7	consciously	consciously	ADV
crl-16603	186	8	employed	employ	VERB
crl-16603	186	9	consent	consent	NOUN
crl-16603	186	10	-	-	PUNCT
crl-16603	186	11	based	base	VERB
crl-16603	186	12	research	research	NOUN
crl-16603	186	13	using	use	VERB
crl-16603	186	14	ethnographic	ethnographic	ADJ
crl-16603	186	15	methods	method	NOUN
crl-16603	186	16	to	to	PART
crl-16603	186	17	demonstrate	demonstrate	VERB
crl-16603	186	18	library	library	NOUN
crl-16603	186	19	value	value	NOUN
crl-16603	186	20	and	and	CCONJ
crl-16603	186	21	develop	develop	VERB
crl-16603	186	22	an	an	DET
crl-16603	186	23	improved	improved	ADJ
crl-16603	186	24	understanding	understanding	NOUN
crl-16603	186	25	of	of	ADP
crl-16603	186	26	how	how	SCONJ
crl-16603	186	27	library	library	NOUN
crl-16603	186	28	services	service	NOUN
crl-16603	186	29	and	and	CCONJ
crl-16603	186	30	collections	collection	NOUN
crl-16603	186	31	interact	interact	VERB
crl-16603	186	32	with	with	ADP
crl-16603	186	33	learning	learn	VERB
crl-16603	186	34	outcomes.109	outcomes.109	VERB
crl-16603	186	35	to	to	PART
crl-16603	186	36	leverage	leverage	VERB
crl-16603	186	37	their	their	PRON
crl-16603	186	38	principled	principle	VERB
crl-16603	186	39	actions	action	NOUN
crl-16603	186	40	,	,	PUNCT
crl-16603	186	41	librarians	librarian	NOUN
crl-16603	186	42	need	need	VERB
crl-16603	186	43	to	to	PART
crl-16603	186	44	get	get	VERB
crl-16603	186	45	a	a	DET
crl-16603	186	46	prominent	prominent	ADJ
crl-16603	186	47	seat	seat	NOUN
crl-16603	186	48	at	at	ADP
crl-16603	186	49	the	the	DET
crl-16603	186	50	tables	table	NOUN
crl-16603	186	51	where	where	SCONJ
crl-16603	186	52	la	la	PROPN
crl-16603	186	53	conversations	conversation	NOUN
crl-16603	186	54	occur	occur	VERB
crl-16603	186	55	.	.	PUNCT
crl-16603	187	1	librarians	librarian	NOUN
crl-16603	187	2	should	should	AUX
crl-16603	187	3	talk	talk	VERB
crl-16603	187	4	about	about	ADP
crl-16603	187	5	their	their	PRON
crl-16603	187	6	past	past	ADJ
crl-16603	187	7	successes	success	NOUN
crl-16603	187	8	and	and	CCONJ
crl-16603	187	9	discuss	discuss	VERB
crl-16603	187	10	how	how	SCONJ
crl-16603	187	11	they	they	PRON
crl-16603	187	12	can	can	AUX
crl-16603	187	13	gain	gain	VERB
crl-16603	187	14	actionable	actionable	ADJ
crl-16603	187	15	insights	insight	NOUN
crl-16603	187	16	without	without	ADP
crl-16603	187	17	imperiling	imperil	VERB
crl-16603	187	18	student	student	NOUN
crl-16603	187	19	intellectual	intellectual	ADJ
crl-16603	187	20	freedom	freedom	NOUN
crl-16603	187	21	and	and	CCONJ
crl-16603	187	22	privacy	privacy	NOUN
crl-16603	187	23	by	by	ADP
crl-16603	187	24	trawling	trawl	VERB
crl-16603	187	25	through	through	ADP
crl-16603	187	26	student	student	NOUN
crl-16603	187	27	data	datum	NOUN
crl-16603	187	28	.	.	PUNCT
crl-16603	188	1	it	it	PRON
crl-16603	188	2	is	be	AUX
crl-16603	188	3	also	also	ADV
crl-16603	188	4	important	important	ADJ
crl-16603	188	5	for	for	SCONJ
crl-16603	188	6	librarians	librarian	NOUN
crl-16603	188	7	to	to	PART
crl-16603	188	8	extend	extend	VERB
crl-16603	188	9	these	these	DET
crl-16603	188	10	conversations	conversation	NOUN
crl-16603	188	11	outside	outside	ADP
crl-16603	188	12	their	their	PRON
crl-16603	188	13	institutions	institution	NOUN
crl-16603	188	14	into	into	ADP
crl-16603	188	15	their	their	PRON
crl-16603	188	16	professional	professional	ADJ
crl-16603	188	17	circles	circle	NOUN
crl-16603	188	18	.	.	PUNCT
crl-16603	189	1	library	library	NOUN
crl-16603	189	2	professionals	professional	NOUN
crl-16603	189	3	need	need	VERB
crl-16603	189	4	to	to	PART
crl-16603	189	5	share	share	VERB
crl-16603	189	6	their	their	PRON
crl-16603	189	7	successes	success	NOUN
crl-16603	189	8	and	and	CCONJ
crl-16603	189	9	failures	failure	NOUN
crl-16603	189	10	with	with	ADP
crl-16603	189	11	la	la	PROPN
crl-16603	189	12	as	as	ADV
crl-16603	189	13	well	well	ADV
crl-16603	189	14	as	as	ADP
crl-16603	189	15	how	how	SCONJ
crl-16603	189	16	they	they	PRON
crl-16603	189	17	navigated	navigate	VERB
crl-16603	189	18	hard	hard	ADJ
crl-16603	189	19	conversations	conversation	NOUN
crl-16603	189	20	concerning	concern	VERB
crl-16603	189	21	ethics	ethic	NOUN
crl-16603	189	22	.	.	PUNCT
crl-16603	190	1	librarians	librarian	NOUN
crl-16603	190	2	should	should	AUX
crl-16603	190	3	be	be	AUX
crl-16603	190	4	ethically	ethically	ADV
crl-16603	190	5	introspective	introspective	ADJ
crl-16603	190	6	and	and	CCONJ
crl-16603	190	7	openly	openly	ADV
crl-16603	190	8	reflect	reflect	VERB
crl-16603	190	9	about	about	ADP
crl-16603	190	10	the	the	DET
crl-16603	190	11	justifications	justification	NOUN
crl-16603	190	12	they	they	PRON
crl-16603	190	13	use	use	VERB
crl-16603	190	14	to	to	PART
crl-16603	190	15	push	push	VERB
crl-16603	190	16	forward	forward	ADV
crl-16603	190	17	or	or	CCONJ
crl-16603	190	18	pull	pull	VERB
crl-16603	190	19	back	back	ADV
crl-16603	190	20	from	from	ADP
crl-16603	190	21	la	la	PROPN
crl-16603	190	22	.	.	PUNCT
crl-16603	191	1	librarians	librarian	NOUN
crl-16603	191	2	have	have	VERB
crl-16603	191	3	a	a	DET
crl-16603	191	4	duty	duty	NOUN
crl-16603	191	5	316	316	NUM
crl-16603	191	6	college	college	PROPN
crl-16603	191	7	&	&	CCONJ
crl-16603	191	8	research	research	PROPN
crl-16603	191	9	libraries	library	NOUN
crl-16603	191	10	april	april	PROPN
crl-16603	191	11	2018	2018	NUM
crl-16603	191	12	to	to	PART
crl-16603	191	13	,	,	PUNCT
crl-16603	191	14	among	among	ADP
crl-16603	191	15	other	other	ADJ
crl-16603	191	16	things	thing	NOUN
crl-16603	191	17	,	,	PUNCT
crl-16603	191	18	participate	participate	VERB
crl-16603	191	19	in	in	ADP
crl-16603	191	20	ala	ala	PROPN
crl-16603	191	21	committees	committee	NOUN
crl-16603	191	22	;	;	PUNCT
crl-16603	191	23	present	present	ADJ
crl-16603	191	24	at	at	ADP
crl-16603	191	25	local	local	ADJ
crl-16603	191	26	,	,	PUNCT
crl-16603	191	27	state	state	NOUN
crl-16603	191	28	,	,	PUNCT
crl-16603	191	29	and	and	CCONJ
crl-16603	191	30	international	international	ADJ
crl-16603	191	31	conferences	conference	NOUN
crl-16603	191	32	;	;	PUNCT
crl-16603	191	33	and	and	CCONJ
crl-16603	191	34	publish	publish	VERB
crl-16603	191	35	in	in	ADP
crl-16603	191	36	professional	professional	ADJ
crl-16603	191	37	and	and	CCONJ
crl-16603	191	38	scholarly	scholarly	ADJ
crl-16603	191	39	outlets	outlet	NOUN
crl-16603	191	40	to	to	PART
crl-16603	191	41	share	share	VERB
crl-16603	191	42	their	their	PRON
crl-16603	191	43	experiences	experience	NOUN
crl-16603	191	44	.	.	PUNCT
crl-16603	192	1	it	it	PRON
crl-16603	192	2	is	be	AUX
crl-16603	192	3	only	only	ADV
crl-16603	192	4	through	through	ADP
crl-16603	192	5	these	these	DET
crl-16603	192	6	conversations	conversation	NOUN
crl-16603	192	7	that	that	PRON
crl-16603	192	8	the	the	DET
crl-16603	192	9	profession	profession	NOUN
crl-16603	192	10	will	will	AUX
crl-16603	192	11	find	find	VERB
crl-16603	192	12	its	its	PRON
crl-16603	192	13	ethical	ethical	ADJ
crl-16603	192	14	bearings	bearing	NOUN
crl-16603	192	15	with	with	ADP
crl-16603	192	16	respect	respect	NOUN
crl-16603	192	17	to	to	ADP
crl-16603	192	18	la	la	PROPN
crl-16603	192	19	.	.	PUNCT
crl-16603	193	1	data	datum	NOUN
crl-16603	193	2	governance	governance	NOUN
crl-16603	193	3	developing	develop	VERB
crl-16603	193	4	data	datum	NOUN
crl-16603	193	5	warehouses	warehouse	NOUN
crl-16603	193	6	to	to	PART
crl-16603	193	7	account	account	VERB
crl-16603	193	8	for	for	ADP
crl-16603	193	9	emerging	emerge	VERB
crl-16603	193	10	information	information	NOUN
crl-16603	193	11	flows	flow	NOUN
crl-16603	193	12	and	and	CCONJ
crl-16603	193	13	determining	determine	VERB
crl-16603	193	14	the	the	DET
crl-16603	193	15	conditions	condition	NOUN
crl-16603	193	16	under	under	ADP
crl-16603	193	17	which	which	PRON
crl-16603	193	18	actors	actor	NOUN
crl-16603	193	19	should	should	AUX
crl-16603	193	20	have	have	VERB
crl-16603	193	21	access	access	NOUN
crl-16603	193	22	to	to	ADP
crl-16603	193	23	data	datum	NOUN
crl-16603	193	24	and	and	CCONJ
crl-16603	193	25	information	information	NOUN
crl-16603	193	26	involves	involve	VERB
crl-16603	193	27	significant	significant	ADJ
crl-16603	193	28	governance	governance	NOUN
crl-16603	193	29	challenges.110	challenges.110	NOUN
crl-16603	193	30	institutional	institutional	ADJ
crl-16603	193	31	data	datum	NOUN
crl-16603	193	32	governance	governance	NOUN
crl-16603	193	33	needs	need	VERB
crl-16603	193	34	naturally	naturally	ADV
crl-16603	193	35	overlap	overlap	VERB
crl-16603	193	36	with	with	ADP
crl-16603	193	37	data	data	NOUN
crl-16603	193	38	management	management	NOUN
crl-16603	193	39	services	service	NOUN
crl-16603	193	40	for	for	ADP
crl-16603	193	41	which	which	PRON
crl-16603	193	42	librarians	librarian	NOUN
crl-16603	193	43	have	have	AUX
crl-16603	193	44	been	be	AUX
crl-16603	193	45	building	build	VERB
crl-16603	193	46	capacity	capacity	NOUN
crl-16603	193	47	during	during	ADP
crl-16603	193	48	the	the	DET
crl-16603	193	49	last	last	ADJ
crl-16603	193	50	few	few	ADJ
crl-16603	193	51	years.111	years.111	NOUN
crl-16603	193	52	heis	heis	PROPN
crl-16603	193	53	would	would	AUX
crl-16603	193	54	benefit	benefit	VERB
crl-16603	193	55	from	from	ADP
crl-16603	193	56	including	include	VERB
crl-16603	193	57	librarians	librarian	NOUN
crl-16603	193	58	in	in	ADP
crl-16603	193	59	data	data	NOUN
crl-16603	193	60	governance	governance	NOUN
crl-16603	193	61	talks	talk	NOUN
crl-16603	193	62	because	because	SCONJ
crl-16603	193	63	of	of	ADP
crl-16603	193	64	librarians	librarians	PROPN
crl-16603	193	65	’	'	PUNCT
crl-16603	193	66	technical	technical	ADJ
crl-16603	193	67	and	and	CCONJ
crl-16603	193	68	conceptual	conceptual	ADJ
crl-16603	193	69	expertise	expertise	NOUN
crl-16603	193	70	.	.	PUNCT
crl-16603	194	1	more	more	ADV
crl-16603	194	2	important	important	ADJ
crl-16603	194	3	,	,	PUNCT
crl-16603	194	4	however	however	ADV
crl-16603	194	5	,	,	PUNCT
crl-16603	194	6	adding	add	VERB
crl-16603	194	7	librarians	librarian	NOUN
crl-16603	194	8	to	to	ADP
crl-16603	194	9	data	data	NOUN
crl-16603	194	10	governance	governance	NOUN
crl-16603	194	11	teams	team	NOUN
crl-16603	194	12	provides	provide	VERB
crl-16603	194	13	another	another	DET
crl-16603	194	14	opportunity	opportunity	NOUN
crl-16603	194	15	for	for	SCONJ
crl-16603	194	16	library	library	NOUN
crl-16603	194	17	professionals	professional	NOUN
crl-16603	194	18	to	to	PART
crl-16603	194	19	challenge	challenge	VERB
crl-16603	194	20	ethically	ethically	ADV
crl-16603	194	21	suspect	suspect	VERB
crl-16603	194	22	data	datum	NOUN
crl-16603	194	23	flows	flow	NOUN
crl-16603	194	24	and	and	CCONJ
crl-16603	194	25	analytics	analytic	NOUN
crl-16603	194	26	while	while	SCONJ
crl-16603	194	27	shaping	shape	VERB
crl-16603	194	28	governance	governance	NOUN
crl-16603	194	29	practices	practice	NOUN
crl-16603	194	30	to	to	PART
crl-16603	194	31	protect	protect	VERB
crl-16603	194	32	intellectual	intellectual	ADJ
crl-16603	194	33	freedom	freedom	NOUN
crl-16603	194	34	and	and	CCONJ
crl-16603	194	35	privacy	privacy	NOUN
crl-16603	194	36	.	.	PUNCT
crl-16603	195	1	information	information	NOUN
crl-16603	195	2	policy	policy	NOUN
crl-16603	195	3	librarianship	librarianship	NOUN
crl-16603	195	4	’s	’s	PART
crl-16603	195	5	values	value	NOUN
crl-16603	195	6	would	would	AUX
crl-16603	195	7	ideally	ideally	ADV
crl-16603	195	8	be	be	AUX
crl-16603	195	9	embedded	embed	VERB
crl-16603	195	10	in	in	ADP
crl-16603	195	11	library	library	NOUN
crl-16603	195	12	and	and	CCONJ
crl-16603	195	13	institutional	institutional	ADJ
crl-16603	195	14	policies	policy	NOUN
crl-16603	195	15	as	as	ADP
crl-16603	195	16	“	"	PUNCT
crl-16603	195	17	normative	normative	ADJ
crl-16603	195	18	propositions	proposition	NOUN
crl-16603	195	19	”	"	PUNCT
crl-16603	195	20	that	that	PRON
crl-16603	195	21	drive	drive	VERB
crl-16603	195	22	data	datum	NOUN
crl-16603	195	23	and	and	CCONJ
crl-16603	195	24	la	la	PROPN
crl-16603	195	25	practices	practice	NOUN
crl-16603	195	26	,	,	PUNCT
crl-16603	195	27	in	in	ADP
crl-16603	195	28	so	so	ADV
crl-16603	195	29	doing	do	VERB
crl-16603	195	30	protecting	protect	VERB
crl-16603	195	31	the	the	DET
crl-16603	195	32	interests	interest	NOUN
crl-16603	195	33	of	of	ADP
crl-16603	195	34	students	student	NOUN
crl-16603	195	35	and	and	CCONJ
crl-16603	195	36	libraries.112	libraries.112	NOUN
crl-16603	195	37	to	to	PART
crl-16603	195	38	accomplish	accomplish	VERB
crl-16603	195	39	this	this	PRON
crl-16603	195	40	,	,	PUNCT
crl-16603	195	41	librarians	librarian	NOUN
crl-16603	195	42	need	need	VERB
crl-16603	195	43	to	to	PART
crl-16603	195	44	advocate	advocate	VERB
crl-16603	195	45	for	for	ADP
crl-16603	195	46	the	the	DET
crl-16603	195	47	profession	profession	NOUN
crl-16603	195	48	’s	’s	PART
crl-16603	195	49	values	value	NOUN
crl-16603	195	50	with	with	ADP
crl-16603	195	51	institutional	institutional	ADJ
crl-16603	195	52	policy	policy	NOUN
crl-16603	195	53	-	-	PUNCT
crl-16603	195	54	makers	maker	NOUN
crl-16603	195	55	when	when	SCONJ
crl-16603	195	56	they	they	PRON
crl-16603	195	57	design	design	VERB
crl-16603	195	58	internal	internal	ADJ
crl-16603	195	59	policy	policy	NOUN
crl-16603	195	60	documents	document	NOUN
crl-16603	195	61	,	,	PUNCT
crl-16603	195	62	memoranda	memorandum	NOUN
crl-16603	195	63	of	of	ADP
crl-16603	195	64	understandings	understanding	NOUN
crl-16603	195	65	with	with	ADP
crl-16603	195	66	partner	partner	NOUN
crl-16603	195	67	institutions	institution	NOUN
crl-16603	195	68	,	,	PUNCT
crl-16603	195	69	and	and	CCONJ
crl-16603	195	70	legally	legally	ADV
crl-16603	195	71	binding	bind	VERB
crl-16603	195	72	contracts	contract	NOUN
crl-16603	195	73	with	with	ADP
crl-16603	195	74	third	third	ADJ
crl-16603	195	75	-	-	PUNCT
crl-16603	195	76	party	party	NOUN
crl-16603	195	77	service	service	NOUN
crl-16603	195	78	providers	provider	NOUN
crl-16603	195	79	.	.	PUNCT
crl-16603	196	1	moreover	moreover	ADV
crl-16603	196	2	,	,	PUNCT
crl-16603	196	3	such	such	ADJ
crl-16603	196	4	policies	policy	NOUN
crl-16603	196	5	may	may	AUX
crl-16603	196	6	influence	influence	VERB
crl-16603	196	7	the	the	DET
crl-16603	196	8	design	design	NOUN
crl-16603	196	9	of	of	ADP
crl-16603	196	10	la	la	PROPN
crl-16603	196	11	systems	system	NOUN
crl-16603	196	12	,	,	PUNCT
crl-16603	196	13	as	as	SCONJ
crl-16603	196	14	those	those	DET
crl-16603	196	15	systems	system	NOUN
crl-16603	196	16	would	would	AUX
crl-16603	196	17	need	need	VERB
crl-16603	196	18	to	to	PART
crl-16603	196	19	respect	respect	VERB
crl-16603	196	20	policy	policy	NOUN
crl-16603	196	21	regulations	regulation	NOUN
crl-16603	196	22	before	before	SCONJ
crl-16603	196	23	institutions	institution	NOUN
crl-16603	196	24	enter	enter	VERB
crl-16603	196	25	into	into	ADP
crl-16603	196	26	contracts	contract	NOUN
crl-16603	196	27	with	with	ADP
crl-16603	196	28	vendors	vendor	NOUN
crl-16603	196	29	.	.	PUNCT
crl-16603	197	1	this	this	PRON
crl-16603	197	2	might	might	AUX
crl-16603	197	3	improve	improve	VERB
crl-16603	197	4	librarians	librarian	NOUN
crl-16603	197	5	’	'	PUNCT
crl-16603	197	6	position	position	NOUN
crl-16603	197	7	in	in	ADP
crl-16603	197	8	licensing	license	VERB
crl-16603	197	9	discussions	discussion	NOUN
crl-16603	197	10	with	with	ADP
crl-16603	197	11	content	content	NOUN
crl-16603	197	12	vendors	vendor	NOUN
crl-16603	197	13	as	as	ADV
crl-16603	197	14	well	well	ADV
crl-16603	197	15	.	.	PUNCT
crl-16603	198	1	if	if	SCONJ
crl-16603	198	2	librarians	librarian	NOUN
crl-16603	198	3	are	be	AUX
crl-16603	198	4	proactive	proactive	ADJ
crl-16603	198	5	participants	participant	NOUN
crl-16603	198	6	in	in	ADP
crl-16603	198	7	policy	policy	NOUN
crl-16603	198	8	construction	construction	NOUN
crl-16603	198	9	,	,	PUNCT
crl-16603	198	10	they	they	PRON
crl-16603	198	11	will	will	AUX
crl-16603	198	12	have	have	VERB
crl-16603	198	13	the	the	DET
crl-16603	198	14	powerful	powerful	ADJ
crl-16603	198	15	backing	backing	NOUN
crl-16603	198	16	of	of	ADP
crl-16603	198	17	their	their	PRON
crl-16603	198	18	institutions	institution	NOUN
crl-16603	198	19	during	during	ADP
crl-16603	198	20	these	these	DET
crl-16603	198	21	sometimes	sometimes	ADV
crl-16603	198	22	contentious	contentious	ADJ
crl-16603	198	23	negotiations	negotiation	NOUN
crl-16603	198	24	.	.	PUNCT
crl-16603	199	1	they	they	PRON
crl-16603	199	2	could	could	AUX
crl-16603	199	3	,	,	PUNCT
crl-16603	199	4	for	for	ADP
crl-16603	199	5	instance	instance	NOUN
crl-16603	199	6	,	,	PUNCT
crl-16603	199	7	require	require	VERB
crl-16603	199	8	vendors	vendor	NOUN
crl-16603	199	9	to	to	PART
crl-16603	199	10	disclose	disclose	VERB
crl-16603	199	11	behavioral	behavioral	ADJ
crl-16603	199	12	data	datum	NOUN
crl-16603	199	13	they	they	PRON
crl-16603	199	14	gather	gather	VERB
crl-16603	199	15	,	,	PUNCT
crl-16603	199	16	how	how	SCONJ
crl-16603	199	17	long	long	ADV
crl-16603	199	18	they	they	PRON
crl-16603	199	19	keep	keep	VERB
crl-16603	199	20	it	it	PRON
crl-16603	199	21	,	,	PUNCT
crl-16603	199	22	and	and	CCONJ
crl-16603	199	23	what	what	PRON
crl-16603	199	24	they	they	PRON
crl-16603	199	25	do	do	VERB
crl-16603	199	26	with	with	ADP
crl-16603	199	27	it	it	PRON
crl-16603	199	28	.	.	PUNCT
crl-16603	200	1	moreover	moreover	ADV
crl-16603	200	2	,	,	PUNCT
crl-16603	200	3	they	they	PRON
crl-16603	200	4	could	could	AUX
crl-16603	200	5	negotiate	negotiate	VERB
crl-16603	200	6	licenses	license	NOUN
crl-16603	200	7	that	that	PRON
crl-16603	200	8	minimize	minimize	VERB
crl-16603	200	9	the	the	DET
crl-16603	200	10	data	datum	NOUN
crl-16603	200	11	gathered	gather	VERB
crl-16603	200	12	as	as	ADV
crl-16603	200	13	well	well	ADV
crl-16603	200	14	as	as	ADP
crl-16603	200	15	its	its	PRON
crl-16603	200	16	retention	retention	NOUN
crl-16603	200	17	period	period	NOUN
crl-16603	200	18	,	,	PUNCT
crl-16603	200	19	and	and	CCONJ
crl-16603	200	20	enable	enable	VERB
crl-16603	200	21	hei	hei	ADJ
crl-16603	200	22	oversight	oversight	NOUN
crl-16603	200	23	of	of	ADP
crl-16603	200	24	vendor	vendor	NOUN
crl-16603	200	25	data	datum	NOUN
crl-16603	200	26	practices	practice	NOUN
crl-16603	200	27	via	via	ADP
crl-16603	200	28	license	license	NOUN
crl-16603	200	29	agreements	agreement	NOUN
crl-16603	200	30	.	.	PUNCT
crl-16603	201	1	conclusion	conclusion	NOUN
crl-16603	201	2	though	though	SCONJ
crl-16603	201	3	pursuing	pursue	VERB
crl-16603	201	4	la	la	PRON
crl-16603	201	5	may	may	AUX
crl-16603	201	6	lead	lead	VERB
crl-16603	201	7	to	to	ADP
crl-16603	201	8	good	good	ADJ
crl-16603	201	9	outcomes	outcome	NOUN
crl-16603	201	10	for	for	ADP
crl-16603	201	11	students	student	NOUN
crl-16603	201	12	and	and	CCONJ
crl-16603	201	13	their	their	PRON
crl-16603	201	14	institutions	institution	NOUN
crl-16603	201	15	,	,	PUNCT
crl-16603	201	16	higher	high	ADJ
crl-16603	201	17	education	education	NOUN
crl-16603	201	18	and	and	CCONJ
crl-16603	201	19	the	the	DET
crl-16603	201	20	library	library	NOUN
crl-16603	201	21	profession	profession	NOUN
crl-16603	201	22	still	still	ADV
crl-16603	201	23	face	face	VERB
crl-16603	201	24	an	an	DET
crl-16603	201	25	ethical	ethical	ADJ
crl-16603	201	26	crossroads	crossroad	NOUN
crl-16603	201	27	.	.	PUNCT
crl-16603	202	1	la	la	PROPN
crl-16603	202	2	practices	practice	NOUN
crl-16603	202	3	present	present	VERB
crl-16603	202	4	significant	significant	ADJ
crl-16603	202	5	conflicts	conflict	NOUN
crl-16603	202	6	with	with	ADP
crl-16603	202	7	the	the	DET
crl-16603	202	8	ala	ala	PROPN
crl-16603	202	9	’s	’s	PROPN
crl-16603	202	10	code	code	NOUN
crl-16603	202	11	of	of	ADP
crl-16603	202	12	ethics	ethic	NOUN
crl-16603	202	13	with	with	ADP
crl-16603	202	14	respect	respect	NOUN
crl-16603	202	15	to	to	ADP
crl-16603	202	16	intellectual	intellectual	ADJ
crl-16603	202	17	privacy	privacy	NOUN
crl-16603	202	18	,	,	PUNCT
crl-16603	202	19	intellectual	intellectual	ADJ
crl-16603	202	20	freedom	freedom	NOUN
crl-16603	202	21	,	,	PUNCT
crl-16603	202	22	and	and	CCONJ
crl-16603	202	23	intellectual	intellectual	ADJ
crl-16603	202	24	property	property	NOUN
crl-16603	202	25	rights	right	NOUN
crl-16603	202	26	.	.	PUNCT
crl-16603	203	1	we	we	PRON
crl-16603	203	2	recommend	recommend	VERB
crl-16603	203	3	that	that	SCONJ
crl-16603	203	4	librarians	librarian	NOUN
crl-16603	203	5	respond	respond	VERB
crl-16603	203	6	by	by	ADP
crl-16603	203	7	strategically	strategically	ADV
crl-16603	203	8	embedding	embed	VERB
crl-16603	203	9	their	their	PRON
crl-16603	203	10	values	value	NOUN
crl-16603	203	11	in	in	ADP
crl-16603	203	12	la	la	PROPN
crl-16603	203	13	through	through	ADP
crl-16603	203	14	actively	actively	ADV
crl-16603	203	15	participating	participate	VERB
crl-16603	203	16	in	in	ADP
crl-16603	203	17	the	the	DET
crl-16603	203	18	conversations	conversation	NOUN
crl-16603	203	19	,	,	PUNCT
crl-16603	203	20	governance	governance	NOUN
crl-16603	203	21	structures	structure	NOUN
crl-16603	203	22	,	,	PUNCT
crl-16603	203	23	and	and	CCONJ
crl-16603	203	24	policies	policy	NOUN
crl-16603	203	25	that	that	PRON
crl-16603	203	26	ultimately	ultimately	ADV
crl-16603	203	27	shape	shape	VERB
crl-16603	203	28	the	the	DET
crl-16603	203	29	use	use	NOUN
crl-16603	203	30	of	of	ADP
crl-16603	203	31	the	the	DET
crl-16603	203	32	technology	technology	NOUN
crl-16603	203	33	on	on	ADP
crl-16603	203	34	their	their	PRON
crl-16603	203	35	respective	respective	ADJ
crl-16603	203	36	campuses	campus	NOUN
crl-16603	203	37	.	.	PUNCT
crl-16603	204	1	information	information	NOUN
crl-16603	204	2	ethicists	ethicist	NOUN
crl-16603	204	3	,	,	PUNCT
crl-16603	204	4	empirical	empirical	ADJ
crl-16603	204	5	researchers	researcher	NOUN
crl-16603	204	6	,	,	PUNCT
crl-16603	204	7	and	and	CCONJ
crl-16603	204	8	practitioners	practitioner	NOUN
crl-16603	204	9	alike	alike	ADV
crl-16603	204	10	must	must	AUX
crl-16603	204	11	deeply	deeply	ADV
crl-16603	204	12	consider	consider	VERB
crl-16603	204	13	the	the	DET
crl-16603	204	14	ways	way	NOUN
crl-16603	204	15	in	in	ADP
crl-16603	204	16	which	which	PRON
crl-16603	204	17	these	these	DET
crl-16603	204	18	data	data	NOUN
crl-16603	204	19	-	-	PUNCT
crl-16603	204	20	driven	drive	VERB
crl-16603	204	21	practices	practice	NOUN
crl-16603	204	22	may	may	AUX
crl-16603	204	23	pervade	pervade	VERB
crl-16603	204	24	and	and	CCONJ
crl-16603	204	25	erode	erode	VERB
crl-16603	204	26	professional	professional	ADJ
crl-16603	204	27	values	value	NOUN
crl-16603	204	28	.	.	PUNCT
crl-16603	205	1	learning	learn	VERB
crl-16603	205	2	analytics	analytic	NOUN
crl-16603	205	3	and	and	CCONJ
crl-16603	205	4	the	the	DET
crl-16603	205	5	academic	academic	ADJ
crl-16603	205	6	library	library	NOUN
crl-16603	205	7	317	317	NUM
crl-16603	205	8	appendix	appendix	PROPN
crl-16603	205	9	a.	a.	PROPN
crl-16603	205	10	abbreviations	abbreviations	PROPN
crl-16603	205	11	ala	ala	PROPN
crl-16603	205	12	=	=	PROPN
crl-16603	205	13	american	american	PROPN
crl-16603	205	14	library	library	PROPN
crl-16603	205	15	association	association	PROPN
crl-16603	205	16	drm	drm	PROPN
crl-16603	205	17	=	=	X
crl-16603	205	18	digital	digital	ADJ
crl-16603	205	19	rights	right	NOUN
crl-16603	205	20	management	management	NOUN
crl-16603	205	21	hbr	hbr	PROPN
crl-16603	205	22	=	=	PUNCT
crl-16603	205	23	harvard	harvard	PROPN
crl-16603	205	24	business	business	NOUN
crl-16603	205	25	review	review	NOUN
crl-16603	205	26	hei	hei	ADP
crl-16603	205	27	=	=	X
crl-16603	205	28	higher	high	ADJ
crl-16603	205	29	education	education	NOUN
crl-16603	205	30	institution	institution	NOUN
crl-16603	205	31	hu	hu	PUNCT
crl-16603	206	1	=	=	PROPN
crl-16603	206	2	huddersfield	huddersfield	PROPN
crl-16603	206	3	university	university	PROPN
crl-16603	206	4	ils	il	VERB
crl-16603	206	5	=	=	SPACE
crl-16603	206	6	integrated	integrate	VERB
crl-16603	206	7	library	library	NOUN
crl-16603	206	8	system	system	NOUN
crl-16603	206	9	ip	ip	NOUN
crl-16603	206	10	=	=	NOUN
crl-16603	206	11	intellectual	intellectual	ADJ
crl-16603	206	12	property	property	NOUN
crl-16603	206	13	la	la	PRON
crl-16603	206	14	=	=	NOUN
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	=	=	X
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	=	=	PUNCT
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	NOUN
crl-16603	207	17	cities	city	NOUN
crl-16603	207	18	uow	uow	PROPN
crl-16603	207	19	=	=	PUNCT
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	NOUN
crl-16603	207	24	1	1	NUM
crl-16603	207	25	.	.	PUNCT
crl-16603	208	1	david	david	PROPN
crl-16603	208	2	mcmenemy	mcmenemy	PROPN
crl-16603	208	3	,	,	PUNCT
crl-16603	208	4	“	"	PUNCT
crl-16603	208	5	rights	right	NOUN
crl-16603	208	6	to	to	ADP
crl-16603	208	7	privacy	privacy	NOUN
crl-16603	208	8	and	and	CCONJ
crl-16603	208	9	freedom	freedom	NOUN
crl-16603	208	10	of	of	ADP
crl-16603	208	11	expression	expression	NOUN
crl-16603	208	12	in	in	ADP
crl-16603	208	13	public	public	ADJ
crl-16603	208	14	libraries	library	NOUN
crl-16603	208	15	:	:	PUNCT
crl-16603	208	16	squaring	square	VERB
crl-16603	208	17	the	the	DET
crl-16603	208	18	circle	circle	NOUN
crl-16603	208	19	”	"	PUNCT
crl-16603	208	20	(	(	PUNCT
crl-16603	208	21	paper	paper	NOUN
crl-16603	208	22	presented	present	VERB
crl-16603	208	23	at	at	ADP
crl-16603	208	24	the	the	DET
crl-16603	208	25	annual	annual	ADJ
crl-16603	208	26	meeting	meeting	NOUN
crl-16603	208	27	of	of	ADP
crl-16603	208	28	the	the	DET
crl-16603	208	29	international	international	PROPN
crl-16603	208	30	federation	federation	PROPN
crl-16603	208	31	of	of	ADP
crl-16603	208	32	library	library	PROPN
crl-16603	208	33	associations	association	NOUN
crl-16603	208	34	and	and	CCONJ
crl-16603	208	35	institutions	institution	NOUN
crl-16603	208	36	,	,	PUNCT
crl-16603	208	37	usa	usa	PROPN
crl-16603	208	38	,	,	PUNCT
crl-16603	208	39	2016	2016	NUM
crl-16603	208	40	)	)	PUNCT
crl-16603	208	41	.	.	PUNCT
crl-16603	209	1	2	2	X
crl-16603	209	2	.	.	X
crl-16603	209	3	niall	niall	PROPN
crl-16603	209	4	sclater	sclater	PROPN
crl-16603	209	5	,	,	PUNCT
crl-16603	209	6	“	"	PUNCT
crl-16603	209	7	code	code	NOUN
crl-16603	209	8	of	of	ADP
crl-16603	209	9	practice	practice	NOUN
crl-16603	209	10	for	for	ADP
crl-16603	209	11	learning	learn	VERB
crl-16603	209	12	analytics	analytic	NOUN
crl-16603	209	13	”	"	PUNCT
crl-16603	209	14	(	(	PUNCT
crl-16603	209	15	2015	2015	NUM
crl-16603	209	16	)	)	PUNCT
crl-16603	209	17	,	,	PUNCT
crl-16603	209	18	available	available	ADJ
crl-16603	209	19	online	online	ADV
crl-16603	209	20	at	at	ADP
crl-16603	209	21	https://	https://	PROPN
crl-16603	209	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	SPACE
crl-16603	209	23	[	[	AUX
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	210	1	3	3	X
crl-16603	210	2	.	.	PROPN
crl-16603	210	3	charles	charles	PROPN
crl-16603	210	4	sturt	sturt	PROPN
crl-16603	210	5	university	university	PROPN
crl-16603	210	6	,	,	PUNCT
crl-16603	210	7	“	"	PUNCT
crl-16603	210	8	csu	csu	NOUN
crl-16603	210	9	learning	learn	VERB
crl-16603	210	10	analytics	analytic	NOUN
crl-16603	210	11	code	code	PROPN
crl-16603	210	12	of	of	ADP
crl-16603	210	13	practice	practice	NOUN
crl-16603	210	14	”	"	PUNCT
crl-16603	210	15	(	(	PUNCT
crl-16603	210	16	2015	2015	NUM
crl-16603	210	17	)	)	PUNCT
crl-16603	210	18	,	,	PUNCT
crl-16603	210	19	available	available	ADJ
crl-16603	210	20	online	online	ADV
crl-16603	210	21	at	at	ADP
crl-16603	210	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	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	PROPN
crl-16603	211	5	2018	2018	NUM
crl-16603	211	6	]	]	PUNCT
crl-16603	211	7	;	;	PUNCT
crl-16603	211	8	open	open	ADJ
crl-16603	211	9	university	university	NOUN
crl-16603	211	10	,	,	PUNCT
crl-16603	211	11	“	"	PUNCT
crl-16603	211	12	policy	policy	NOUN
crl-16603	211	13	on	on	ADP
crl-16603	211	14	ethical	ethical	ADJ
crl-16603	211	15	use	use	NOUN
crl-16603	211	16	of	of	ADP
crl-16603	211	17	student	student	NOUN
crl-16603	211	18	data	datum	NOUN
crl-16603	211	19	for	for	ADP
crl-16603	211	20	learning	learn	VERB
crl-16603	211	21	analytics	analytic	NOUN
crl-16603	211	22	”	"	PUNCT
crl-16603	211	23	(	(	PUNCT
crl-16603	211	24	2014	2014	NUM
crl-16603	211	25	)	)	PUNCT
crl-16603	211	26	,	,	PUNCT
crl-16603	211	27	available	available	ADJ
crl-16603	211	28	online	online	ADV
crl-16603	211	29	at	at	ADP
crl-16603	211	30	https://www.open.ac.uk/students/charter/	https://www.open.ac.uk/students/charter/	PROPN
crl-16603	211	31	essential	essential	ADJ
crl-16603	211	32	-	-	PUNCT
crl-16603	211	33	documents	document	NOUN
crl-16603	211	34	/	/	SYM
crl-16603	211	35	ethical	ethical	ADJ
crl-16603	211	36	-	-	PUNCT
crl-16603	211	37	use	use	NOUN
crl-16603	211	38	-	-	PUNCT
crl-16603	211	39	student	student	NOUN
crl-16603	211	40	-	-	PUNCT
crl-16603	211	41	data	data	NOUN
crl-16603	211	42	-	-	PUNCT
crl-16603	211	43	learning	learning	NOUN
crl-16603	211	44	-	-	PUNCT
crl-16603	211	45	analytics	analytic	NOUN
crl-16603	211	46	-	-	PUNCT
crl-16603	211	47	policy	policy	NOUN
crl-16603	211	48	[	[	X
crl-16603	211	49	accessed	access	VERB
crl-16603	211	50	26	26	NUM
crl-16603	211	51	february	february	NOUN
crl-16603	211	52	2018	2018	NUM
crl-16603	211	53	]	]	PUNCT
crl-16603	211	54	.	.	PUNCT
crl-16603	212	1	4	4	X
crl-16603	212	2	.	.	X
crl-16603	212	3	victor	victor	PROPN
crl-16603	212	4	m.h	m.h	PROPN
crl-16603	212	5	.	.	PROPN
crl-16603	212	6	borden	borden	PROPN
crl-16603	212	7	,	,	PUNCT
crl-16603	212	8	“	"	PUNCT
crl-16603	212	9	the	the	DET
crl-16603	212	10	accountability	accountability	NOUN
crl-16603	212	11	/	/	SYM
crl-16603	212	12	improvement	improvement	NOUN
crl-16603	212	13	paradox	paradox	NOUN
crl-16603	212	14	,	,	PUNCT
crl-16603	212	15	”	"	PUNCT
crl-16603	212	16	inside	inside	ADP
crl-16603	212	17	higher	high	ADJ
crl-16603	212	18	ed	ed	NOUN
crl-16603	212	19	(	(	PUNCT
crl-16603	212	20	apr	apr	NOUN
crl-16603	212	21	.	.	PROPN
crl-16603	212	22	30	30	NUM
crl-16603	212	23	,	,	PUNCT
crl-16603	212	24	2010	2010	NUM
crl-16603	212	25	)	)	PUNCT
crl-16603	212	26	,	,	PUNCT
crl-16603	212	27	available	available	ADJ
crl-16603	212	28	online	online	ADV
crl-16603	212	29	at	at	ADP
crl-16603	212	30	https://www.insidehighered.com/views/2010/04/30/borden	https://www.insidehighered.com/views/2010/04/30/borden	NUM
crl-16603	212	31	[	[	X
crl-16603	212	32	accessed	access	VERB
crl-16603	212	33	26	26	NUM
crl-16603	212	34	february	february	NOUN
crl-16603	212	35	2018	2018	NUM
crl-16603	212	36	]	]	PUNCT
crl-16603	212	37	;	;	PUNCT
crl-16603	212	38	megan	megan	ADJ
crl-16603	212	39	oakleaf	oakleaf	NOUN
crl-16603	212	40	,	,	PUNCT
crl-16603	212	41	“	"	PUNCT
crl-16603	212	42	the	the	DET
crl-16603	212	43	value	value	NOUN
crl-16603	212	44	of	of	ADP
crl-16603	212	45	academic	academic	ADJ
crl-16603	212	46	libraries	library	NOUN
crl-16603	212	47	:	:	PUNCT
crl-16603	212	48	a	a	DET
crl-16603	212	49	comprehensive	comprehensive	ADJ
crl-16603	212	50	research	research	NOUN
crl-16603	212	51	review	review	NOUN
crl-16603	212	52	and	and	CCONJ
crl-16603	212	53	report	report	NOUN
crl-16603	212	54	”	"	PUNCT
crl-16603	212	55	(	(	PUNCT
crl-16603	212	56	2010	2010	NUM
crl-16603	212	57	)	)	PUNCT
crl-16603	212	58	,	,	PUNCT
crl-16603	212	59	available	available	ADJ
crl-16603	212	60	online	online	ADV
crl-16603	212	61	at	at	ADP
crl-16603	212	62	www.ala.org/acrl/sites/ala.org.acrl/files/content/	www.ala.org/acrl/sites/ala.org.acrl/files/content/	ADP
crl-16603	212	63	issues	issue	NOUN
crl-16603	212	64	/	/	SYM
crl-16603	212	65	value	value	NOUN
crl-16603	212	66	/	/	SYM
crl-16603	212	67	val_report.pdf	val_report.pdf	NOUN
crl-16603	212	68	[	[	X
crl-16603	212	69	accessed	access	VERB
crl-16603	212	70	26	26	NUM
crl-16603	212	71	february	february	NOUN
crl-16603	212	72	2018	2018	NUM
crl-16603	212	73	]	]	PUNCT
crl-16603	212	74	.	.	PUNCT
crl-16603	213	1	5	5	X
crl-16603	213	2	.	.	X
crl-16603	213	3	danah	danah	PROPN
crl-16603	213	4	boyd	boyd	PROPN
crl-16603	213	5	and	and	CCONJ
crl-16603	213	6	kate	kate	ADJ
crl-16603	213	7	crawford	crawford	NOUN
crl-16603	213	8	,	,	PUNCT
crl-16603	213	9	“	"	PUNCT
crl-16603	213	10	critical	critical	ADJ
crl-16603	213	11	questions	question	NOUN
crl-16603	213	12	for	for	ADP
crl-16603	213	13	big	big	ADJ
crl-16603	213	14	data	datum	NOUN
crl-16603	213	15	,	,	PUNCT
crl-16603	213	16	”	"	PUNCT
crl-16603	213	17	information	information	NOUN
crl-16603	213	18	,	,	PUNCT
crl-16603	213	19	communication	communication	NOUN
crl-16603	213	20	&	&	CCONJ
crl-16603	213	21	society	society	NOUN
crl-16603	213	22	15	15	NUM
crl-16603	213	23	,	,	PUNCT
crl-16603	213	24	no	no	NOUN
crl-16603	213	25	.	.	NOUN
crl-16603	213	26	5	5	NUM
crl-16603	213	27	,	,	PUNCT
crl-16603	213	28	doi:10.1080/1369118x.2012.678878	doi:10.1080/1369118x.2012.678878	ADJ
crl-16603	213	29	;	;	PUNCT
crl-16603	213	30	solon	solon	ADJ
crl-16603	213	31	barocas	baroca	NOUN
crl-16603	213	32	and	and	CCONJ
crl-16603	213	33	helen	helen	PROPN
crl-16603	213	34	nissenbaum	nissenbaum	PROPN
crl-16603	213	35	,	,	PUNCT
crl-16603	213	36	“	"	PUNCT
crl-16603	213	37	big	big	ADJ
crl-16603	213	38	data	datum	NOUN
crl-16603	213	39	’s	’s	PART
crl-16603	213	40	end	end	NOUN
crl-16603	213	41	run	run	VERB
crl-16603	213	42	around	around	ADP
crl-16603	213	43	anonymity	anonymity	NOUN
crl-16603	213	44	and	and	CCONJ
crl-16603	213	45	consent	consent	NOUN
crl-16603	213	46	,	,	PUNCT
crl-16603	213	47	”	"	PUNCT
crl-16603	213	48	in	in	ADP
crl-16603	213	49	privacy	privacy	NOUN
crl-16603	213	50	,	,	PUNCT
crl-16603	213	51	big	big	ADJ
crl-16603	213	52	data	datum	NOUN
crl-16603	213	53	,	,	PUNCT
crl-16603	213	54	and	and	CCONJ
crl-16603	213	55	the	the	DET
crl-16603	213	56	public	public	ADJ
crl-16603	213	57	good	good	NOUN
crl-16603	213	58	:	:	PUNCT
crl-16603	213	59	frameworks	framework	NOUN
crl-16603	213	60	for	for	ADP
crl-16603	213	61	engagement	engagement	NOUN
crl-16603	213	62	,	,	PUNCT
crl-16603	213	63	eds	ed	NOUN
crl-16603	213	64	.	.	PUNCT
crl-16603	214	1	julia	julia	PROPN
crl-16603	214	2	lane	lane	PROPN
crl-16603	214	3	,	,	PUNCT
crl-16603	214	4	victoria	victoria	PROPN
crl-16603	214	5	stodden	stodden	VERB
crl-16603	214	6	,	,	PUNCT
crl-16603	214	7	stefan	stefan	PROPN
crl-16603	214	8	bender	bender	PROPN
crl-16603	214	9	,	,	PUNCT
crl-16603	214	10	and	and	CCONJ
crl-16603	214	11	helen	helen	PROPN
crl-16603	214	12	nissenbaum	nissenbaum	PROPN
crl-16603	214	13	(	(	PUNCT
crl-16603	214	14	new	new	PROPN
crl-16603	214	15	york	york	PROPN
crl-16603	214	16	,	,	PUNCT
crl-16603	214	17	n.y	n.y	PROPN
crl-16603	214	18	.	.	PROPN
crl-16603	214	19	:	:	PUNCT
crl-16603	214	20	cambridge	cambridge	PROPN
crl-16603	214	21	university	university	PROPN
crl-16603	214	22	press	press	NOUN
crl-16603	214	23	,	,	PUNCT
crl-16603	214	24	2014	2014	NUM
crl-16603	214	25	)	)	PUNCT
crl-16603	214	26	,	,	PUNCT
crl-16603	214	27	46	46	NUM
crl-16603	214	28	.	.	NUM
crl-16603	215	1	6	6	X
crl-16603	215	2	.	.	PROPN
crl-16603	215	3	jonathan	jonathan	PROPN
crl-16603	215	4	stuart	stuart	PROPN
crl-16603	215	5	ward	ward	PROPN
crl-16603	215	6	and	and	CCONJ
crl-16603	215	7	adam	adam	PROPN
crl-16603	215	8	barker	barker	PROPN
crl-16603	215	9	,	,	PUNCT
crl-16603	215	10	“	"	PUNCT
crl-16603	215	11	undefined	undefined	ADJ
crl-16603	215	12	by	by	ADP
crl-16603	215	13	data	datum	NOUN
crl-16603	215	14	:	:	PUNCT
crl-16603	215	15	a	a	DET
crl-16603	215	16	survey	survey	NOUN
crl-16603	215	17	of	of	ADP
crl-16603	215	18	big	big	ADJ
crl-16603	215	19	data	datum	NOUN
crl-16603	215	20	definitions	definition	NOUN
crl-16603	215	21	,	,	PUNCT
crl-16603	215	22	”	"	PUNCT
crl-16603	215	23	arxiv	arxiv	NOUN
crl-16603	215	24	(	(	PUNCT
crl-16603	215	25	2013	2013	NUM
crl-16603	215	26	)	)	PUNCT
crl-16603	215	27	,	,	PUNCT
crl-16603	215	28	available	available	ADJ
crl-16603	215	29	online	online	ADV
crl-16603	215	30	at	at	ADP
crl-16603	215	31	http://arxiv.org/abs/1309.5821	http://arxiv.org/abs/1309.5821	NOUN
crl-16603	215	32	[	[	X
crl-16603	215	33	accessed	access	VERB
crl-16603	215	34	26	26	NUM
crl-16603	215	35	february	february	PROPN
crl-16603	215	36	2018	2018	NUM
crl-16603	215	37	]	]	PUNCT
crl-16603	215	38	.	.	PUNCT
crl-16603	216	1	7	7	X
crl-16603	216	2	.	.	PROPN
crl-16603	216	3	jules	jules	PROPN
crl-16603	216	4	j.	j.	PROPN
crl-16603	216	5	berman	berman	PROPN
crl-16603	216	6	,	,	PUNCT
crl-16603	216	7	principles	principle	NOUN
crl-16603	216	8	of	of	ADP
crl-16603	216	9	big	big	ADJ
crl-16603	216	10	data	datum	NOUN
crl-16603	216	11	:	:	PUNCT
crl-16603	216	12	preparing	prepare	VERB
crl-16603	216	13	,	,	PUNCT
crl-16603	216	14	sharing	sharing	NOUN
crl-16603	216	15	,	,	PUNCT
crl-16603	216	16	and	and	CCONJ
crl-16603	216	17	analyzing	analyze	VERB
crl-16603	216	18	complex	complex	ADJ
crl-16603	216	19	information	information	NOUN
crl-16603	216	20	(	(	PUNCT
crl-16603	216	21	waltham	waltham	PROPN
crl-16603	216	22	,	,	PUNCT
crl-16603	216	23	mass	mass	PROPN
crl-16603	216	24	.	.	PUNCT
crl-16603	216	25	:	:	PUNCT
crl-16603	217	1	morgan	morgan	PROPN
crl-16603	217	2	kaufmann	kaufmann	PROPN
crl-16603	217	3	,	,	PUNCT
crl-16603	217	4	2013	2013	NUM
crl-16603	217	5	)	)	PUNCT
crl-16603	217	6	.	.	PUNCT
crl-16603	218	1	8	8	X
crl-16603	218	2	.	.	X
crl-16603	218	3	helen	helen	PROPN
crl-16603	218	4	nissenbaum	nissenbaum	PROPN
crl-16603	218	5	,	,	PUNCT
crl-16603	218	6	“	"	PUNCT
crl-16603	218	7	privacy	privacy	NOUN
crl-16603	218	8	as	as	ADP
crl-16603	218	9	contextual	contextual	ADJ
crl-16603	218	10	integrity	integrity	NOUN
crl-16603	218	11	,	,	PUNCT
crl-16603	218	12	”	"	PUNCT
crl-16603	218	13	washington	washington	PROPN
crl-16603	218	14	law	law	PROPN
crl-16603	218	15	review	review	NOUN
crl-16603	218	16	79	79	NUM
crl-16603	218	17	,	,	PUNCT
crl-16603	218	18	no	no	INTJ
crl-16603	218	19	.	.	NOUN
crl-16603	218	20	1	1	NUM
crl-16603	218	21	;	;	PUNCT
crl-16603	218	22	helen	helen	PROPN
crl-16603	218	23	nissenbaum	nissenbaum	PROPN
crl-16603	218	24	,	,	PUNCT
crl-16603	218	25	privacy	privacy	NOUN
crl-16603	218	26	in	in	ADP
crl-16603	218	27	context	context	NOUN
crl-16603	218	28	:	:	PUNCT
crl-16603	218	29	technology	technology	NOUN
crl-16603	218	30	,	,	PUNCT
crl-16603	218	31	policy	policy	NOUN
crl-16603	218	32	,	,	PUNCT
crl-16603	218	33	and	and	CCONJ
crl-16603	218	34	the	the	DET
crl-16603	218	35	integrity	integrity	NOUN
crl-16603	218	36	of	of	ADP
crl-16603	218	37	social	social	ADJ
crl-16603	218	38	life	life	NOUN
crl-16603	218	39	(	(	PUNCT
crl-16603	218	40	stanford	stanford	PROPN
crl-16603	218	41	,	,	PUNCT
crl-16603	218	42	calif	calif	PROPN
crl-16603	218	43	.	.	PUNCT
crl-16603	218	44	:	:	PUNCT
crl-16603	218	45	stanford	stanford	PROPN
crl-16603	218	46	law	law	PROPN
crl-16603	218	47	books	book	NOUN
crl-16603	218	48	,	,	PUNCT
crl-16603	218	49	2010	2010	NUM
crl-16603	218	50	)	)	PUNCT
crl-16603	218	51	.	.	PUNCT
crl-16603	219	1	9	9	X
crl-16603	219	2	.	.	PROPN
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	NOUN
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	X
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	223	1	11	11	NUM
crl-16603	223	2	,	,	PUNCT
crl-16603	223	3	available	available	ADJ
crl-16603	223	4	online	online	ADV
crl-16603	223	5	at	at	ADP
crl-16603	223	6	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	223	7	[	[	AUX
crl-16603	223	8	accessed	access	VERB
crl-16603	223	9	26	26	NUM
crl-16603	223	10	february	february	PROPN
crl-16603	223	11	2018	2018	NUM
crl-16603	223	12	]	]	PUNCT
crl-16603	223	13	.	.	PUNCT
crl-16603	224	1	11	11	NUM
crl-16603	224	2	.	.	PUNCT
crl-16603	225	1	george	george	PROPN
crl-16603	225	2	siemens	siemens	PROPN
crl-16603	225	3	,	,	PUNCT
crl-16603	225	4	“	"	PUNCT
crl-16603	225	5	learning	learn	VERB
crl-16603	225	6	analytics	analytic	NOUN
crl-16603	225	7	:	:	PUNCT
crl-16603	225	8	envisioning	envision	VERB
crl-16603	225	9	a	a	DET
crl-16603	225	10	research	research	NOUN
crl-16603	225	11	discipline	discipline	NOUN
crl-16603	225	12	and	and	CCONJ
crl-16603	225	13	a	a	DET
crl-16603	225	14	domain	domain	NOUN
crl-16603	225	15	of	of	ADP
crl-16603	225	16	practice	practice	NOUN
crl-16603	225	17	”	"	PUNCT
crl-16603	225	18	(	(	PUNCT
crl-16603	225	19	paper	paper	NOUN
crl-16603	225	20	presented	present	VERB
crl-16603	225	21	at	at	ADP
crl-16603	225	22	the	the	DET
crl-16603	225	23	second	second	ADJ
crl-16603	225	24	international	international	ADJ
crl-16603	225	25	conference	conference	NOUN
crl-16603	225	26	on	on	ADP
crl-16603	225	27	learning	learn	VERB
crl-16603	225	28	analytics	analytic	NOUN
crl-16603	225	29	and	and	CCONJ
crl-16603	225	30	knowledge	knowledge	PROPN
crl-16603	225	31	,	,	PUNCT
crl-16603	225	32	usa	usa	PROPN
crl-16603	225	33	,	,	PUNCT
crl-16603	225	34	2012	2012	NUM
crl-16603	225	35	)	)	PUNCT
crl-16603	225	36	,	,	PUNCT
crl-16603	225	37	4	4	NUM
crl-16603	225	38	.	.	PROPN
crl-16603	225	39	12	12	NUM
crl-16603	225	40	.	.	PUNCT
crl-16603	226	1	joanne	joanne	PROPN
crl-16603	226	2	ingham	ingham	PROPN
crl-16603	226	3	,	,	PUNCT
crl-16603	226	4	“	"	PUNCT
crl-16603	226	5	data	datum	NOUN
crl-16603	226	6	warehousing	warehousing	NOUN
crl-16603	226	7	:	:	PUNCT
crl-16603	226	8	a	a	DET
crl-16603	226	9	tool	tool	NOUN
crl-16603	226	10	for	for	ADP
crl-16603	226	11	the	the	DET
crl-16603	226	12	outcomes	outcome	NOUN
crl-16603	226	13	assessment	assessment	NOUN
crl-16603	226	14	process	process	NOUN
crl-16603	226	15	,	,	PUNCT
crl-16603	226	16	”	"	PUNCT
crl-16603	226	17	ieee	ieee	NOUN
crl-16603	226	18	transactions	transaction	NOUN
crl-16603	226	19	on	on	ADP
crl-16603	226	20	education	education	NOUN
crl-16603	226	21	43	43	NUM
crl-16603	226	22	,	,	PUNCT
crl-16603	226	23	no	no	INTJ
crl-16603	226	24	.	.	NOUN
crl-16603	226	25	2	2	NUM
crl-16603	226	26	:	:	SYM
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crl-16603	226	28	,	,	PUNCT
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crl-16603	226	30	.	.	PUNCT
crl-16603	227	1	13	13	NUM
crl-16603	227	2	.	.	PUNCT
crl-16603	228	1	john	john	PROPN
crl-16603	228	2	p.	p.	PROPN
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crl-16603	228	4	,	,	PUNCT
crl-16603	228	5	peter	peter	PROPN
crl-16603	228	6	b.	b.	PROPN
crl-16603	228	7	deblois	deblois	PROPN
crl-16603	228	8	,	,	PUNCT
crl-16603	228	9	and	and	CCONJ
crl-16603	228	10	diana	diana	PROPN
crl-16603	228	11	g.	g.	PROPN
crl-16603	228	12	oblinger	oblinger	NOUN
crl-16603	228	13	,	,	PUNCT
crl-16603	228	14	“	"	PUNCT
crl-16603	228	15	academic	academic	ADJ
crl-16603	228	16	analytics	analytic	NOUN
crl-16603	228	17	:	:	PUNCT
crl-16603	228	18	a	a	DET
crl-16603	228	19	new	new	ADJ
crl-16603	228	20	tool	tool	NOUN
crl-16603	228	21	for	for	ADP
crl-16603	228	22	a	a	DET
crl-16603	228	23	new	new	ADJ
crl-16603	228	24	era	era	NOUN
crl-16603	228	25	,	,	PUNCT
crl-16603	228	26	”	"	PUNCT
crl-16603	228	27	educause	educause	NOUN
crl-16603	228	28	review	review	NOUN
crl-16603	228	29	42	42	NUM
crl-16603	228	30	,	,	PUNCT
crl-16603	228	31	no	no	INTJ
crl-16603	228	32	.	.	NOUN
crl-16603	228	33	4	4	NUM
crl-16603	228	34	,	,	PUNCT
crl-16603	228	35	available	available	ADJ
crl-16603	228	36	online	online	ADV
crl-16603	228	37	at	at	ADP
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crl-16603	228	40	/	/	SYM
crl-16603	228	41	academic	academic	ADJ
crl-16603	228	42	-	-	PUNCT
crl-16603	228	43	analytics	analytics	NOUN
crl-16603	228	44	-	-	PUNCT
crl-16603	228	45	a	a	DET
crl-16603	228	46	-	-	PUNCT
crl-16603	228	47	new	new	ADJ
crl-16603	228	48	-	-	PUNCT
crl-16603	228	49	tool	tool	NOUN
crl-16603	228	50	-	-	PUNCT
crl-16603	228	51	for	for	ADP
crl-16603	228	52	-	-	PUNCT
crl-16603	228	53	a	a	DET
crl-16603	228	54	-	-	PUNCT
crl-16603	228	55	new	new	ADJ
crl-16603	228	56	-	-	PUNCT
crl-16603	228	57	era	era	NOUN
crl-16603	228	58	[	[	PUNCT
crl-16603	228	59	accessed	access	VERB
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crl-16603	228	63	]	]	PUNCT
crl-16603	228	64	;	;	PUNCT
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crl-16603	228	67	grochow	grochow	NOUN
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crl-16603	228	71	infrastructure	infrastructure	VERB
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crl-16603	228	73	support	support	VERB
crl-16603	228	74	analytics	analytic	NOUN
crl-16603	228	75	”	"	PUNCT
crl-16603	228	76	(	(	PUNCT
crl-16603	228	77	2012	2012	NUM
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crl-16603	228	79	,	,	PUNCT
crl-16603	228	80	available	available	ADJ
crl-16603	228	81	online	online	ADV
crl-16603	228	82	at	at	ADP
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crl-16603	229	1	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	PROPN
crl-16603	229	2	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	PROPN
crl-16603	229	3	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	PROPN
crl-16603	229	4	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	PROPN
crl-16603	229	5	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	229	6	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	229	7	https://www.insidehighered.com/views/2010/04/30/borden	https://www.insidehighered.com/views/2010/04/30/borden	X
crl-16603	230	1	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	230	2	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
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crl-16603	230	6	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
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crl-16603	230	8	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	PROPN
crl-16603	230	9	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	PROPN
crl-16603	230	10	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	230	11	318	318	NUM
crl-16603	230	12	college	college	PROPN
crl-16603	230	13	&	&	CCONJ
crl-16603	230	14	research	research	PROPN
crl-16603	230	15	libraries	library	NOUN
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crl-16603	230	17	2018	2018	NUM
crl-16603	231	1	educause.edu/~/media/files/library/2012/10/erb1212-pdf.pdf	educause.edu/~/media/files/library/2012/10/erb1212-pdf.pdf	PROPN
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crl-16603	231	6	2018	2018	NUM
crl-16603	231	7	]	]	PUNCT
crl-16603	231	8	;	;	PUNCT
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crl-16603	231	14	,	,	PUNCT
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crl-16603	231	22	”	"	PUNCT
crl-16603	231	23	(	(	PUNCT
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crl-16603	231	25	)	)	PUNCT
crl-16603	231	26	,	,	PUNCT
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crl-16603	231	28	online	online	ADV
crl-16603	231	29	at	at	ADP
crl-16603	231	30	https://library.educause.edu/~/media/files/library/2015/5/ers1504cl.pdf	https://library.educause.edu/~/media/files/library/2015/5/ers1504cl.pdf	NUM
crl-16603	231	31	[	[	PUNCT
crl-16603	231	32	accessed	access	VERB
crl-16603	231	33	26	26	NUM
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crl-16603	231	35	2018	2018	NUM
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crl-16603	231	37	.	.	PUNCT
crl-16603	232	1	14	14	NUM
crl-16603	232	2	.	.	PUNCT
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crl-16603	233	2	sclater	sclater	PROPN
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crl-16603	233	6	,	,	PUNCT
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crl-16603	233	8	joel	joel	PROPN
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crl-16603	233	10	,	,	PUNCT
crl-16603	233	11	“	"	PUNCT
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crl-16603	233	17	:	:	PUNCT
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crl-16603	233	24	practice	practice	NOUN
crl-16603	233	25	”	"	PUNCT
crl-16603	233	26	(	(	PUNCT
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crl-16603	233	28	)	)	PUNCT
crl-16603	233	29	,	,	PUNCT
crl-16603	233	30	available	available	ADJ
crl-16603	233	31	online	online	ADV
crl-16603	233	32	at	at	ADP
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crl-16603	233	36	files	file	NOUN
crl-16603	233	37	/	/	SYM
crl-16603	233	38	learning	learning	NOUN
crl-16603	233	39	-	-	PUNCT
crl-16603	233	40	analytics	analytics	NOUN
crl-16603	233	41	-	-	PUNCT
crl-16603	233	42	in	in	ADP
crl-16603	233	43	-	-	PUNCT
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crl-16603	233	45	-	-	PUNCT
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crl-16603	234	21	”	"	PUNCT
crl-16603	234	22	(	(	PUNCT
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crl-16603	234	24	)	)	PUNCT
crl-16603	234	25	,	,	PUNCT
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crl-16603	234	27	online	online	ADV
crl-16603	234	28	at	at	ADP
crl-16603	234	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	234	30	.	.	PROPN
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crl-16603	235	2	[	[	PUNCT
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crl-16603	235	8	.	.	PUNCT
crl-16603	236	1	15	15	NUM
crl-16603	236	2	.	.	PUNCT
crl-16603	237	1	xanthe	xanthe	PROPN
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crl-16603	237	4	“	"	PUNCT
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crl-16603	237	19	”	"	PUNCT
crl-16603	237	20	(	(	PUNCT
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crl-16603	237	22	)	)	PUNCT
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crl-16603	237	25	online	online	ADV
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crl-16603	237	28	[	[	PUNCT
crl-16603	237	29	accessed	access	VERB
crl-16603	237	30	26	26	NUM
crl-16603	237	31	february	february	PROPN
crl-16603	237	32	2018	2018	NUM
crl-16603	237	33	]	]	PUNCT
crl-16603	237	34	.	.	PUNCT
crl-16603	238	1	16	16	NUM
crl-16603	238	2	.	.	PUNCT
crl-16603	239	1	w.	w.	PROPN
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crl-16603	240	5	,	,	PUNCT
crl-16603	240	6	”	"	PUNCT
crl-16603	240	7	huffington	huffington	PROPN
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crl-16603	240	17	online	online	ADV
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crl-16603	241	2	.	.	PUNCT
crl-16603	242	1	van	van	PROPN
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crl-16603	242	4	workman	workman	PROPN
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crl-16603	242	11	teaching	teaching	NOUN
crl-16603	242	12	.	.	PUNCT
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crl-16603	243	1	18	18	NUM
crl-16603	243	2	.	.	PUNCT
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crl-16603	244	5	cukier	cukier	NOUN
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crl-16603	244	9	,	,	PUNCT
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crl-16603	244	11	.	.	NUM
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crl-16603	244	13	.	.	PUNCT
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crl-16603	245	29	october	october	PROPN
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crl-16603	245	31	):	):	PUNCT
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crl-16603	245	35	online	online	ADV
crl-16603	245	36	at	at	ADP
crl-16603	245	37	https://	https://	PROPN
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crl-16603	245	40	accessed	access	VERB
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crl-16603	246	2	.	.	X
crl-16603	246	3	c.l	c.l	PROPN
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crl-16603	246	5	philip	philip	PROPN
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crl-16603	246	8	chun	chun	PROPN
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crl-16603	246	12	,	,	PUNCT
crl-16603	246	13	“	"	PUNCT
crl-16603	246	14	data	data	NOUN
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crl-16603	246	23	technologies	technology	NOUN
crl-16603	246	24	:	:	PUNCT
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crl-16603	246	30	,	,	PUNCT
crl-16603	246	31	”	"	PUNCT
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crl-16603	246	34	275	275	NUM
crl-16603	246	35	(	(	PUNCT
crl-16603	246	36	2014	2014	NUM
crl-16603	246	37	)	)	PUNCT
crl-16603	246	38	,	,	PUNCT
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crl-16603	246	43	;	;	PUNCT
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crl-16603	246	61	“	"	PUNCT
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crl-16603	247	2	.	.	PUNCT
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crl-16603	249	2	.	.	PUNCT
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crl-16603	251	39	)	)	PUNCT
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crl-16603	251	42	online	online	ADV
crl-16603	251	43	at	at	ADP
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crl-16603	253	2	.	.	PUNCT
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crl-16603	254	25	.	.	PUNCT
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crl-16603	255	24	,	,	PUNCT
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crl-16603	255	42	,	,	PUNCT
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crl-16603	255	45	,	,	PUNCT
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crl-16603	255	48	,	,	PUNCT
crl-16603	255	49	and	and	CCONJ
crl-16603	255	50	martin	martin	PROPN
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crl-16603	255	52	,	,	PUNCT
crl-16603	255	53	“	"	PUNCT
crl-16603	255	54	peeking	peek	VERB
crl-16603	255	55	into	into	ADP
crl-16603	255	56	the	the	DET
crl-16603	255	57	black	black	ADJ
crl-16603	255	58	box	box	NOUN
crl-16603	255	59	:	:	PUNCT
crl-16603	255	60	visualising	visualise	VERB
crl-16603	255	61	learning	learning	NOUN
crl-16603	255	62	activities	activity	NOUN
crl-16603	255	63	,	,	PUNCT
crl-16603	255	64	”	"	PUNCT
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crl-16603	255	83	,	,	PUNCT
crl-16603	255	84	“	"	PUNCT
crl-16603	255	85	how	how	SCONJ
crl-16603	255	86	data	datum	NOUN
crl-16603	255	87	and	and	CCONJ
crl-16603	255	88	analytics	analytic	NOUN
crl-16603	255	89	can	can	AUX
crl-16603	255	90	improve	improve	VERB
crl-16603	255	91	education	education	NOUN
crl-16603	255	92	,	,	PUNCT
crl-16603	255	93	”	"	PUNCT
crl-16603	255	94	o’reilly	o’reilly	PROPN
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crl-16603	255	97	july	july	PROPN
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crl-16603	255	99	,	,	PUNCT
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crl-16603	255	102	,	,	PUNCT
crl-16603	255	103	available	available	ADJ
crl-16603	255	104	online	online	ADV
crl-16603	255	105	at	at	ADP
crl-16603	255	106	https://www.oreilly.com/ideas/education-data-analytics-learning	https://www.oreilly.com/ideas/education-data-analytics-learne	VERB
crl-16603	255	107	[	[	X
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crl-16603	255	110	february	february	PROPN
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crl-16603	255	113	.	.	PUNCT
crl-16603	256	1	25	25	NUM
crl-16603	256	2	.	.	PUNCT
crl-16603	257	1	ryan	ryan	PROPN
crl-16603	257	2	baker	baker	PROPN
crl-16603	257	3	and	and	CCONJ
crl-16603	257	4	george	george	PROPN
crl-16603	257	5	siemens	siemens	PROPN
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crl-16603	257	7	“	"	PUNCT
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crl-16603	257	9	data	datum	NOUN
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crl-16603	257	11	and	and	CCONJ
crl-16603	257	12	learning	learn	VERB
crl-16603	257	13	analytics	analytic	NOUN
crl-16603	257	14	,	,	PUNCT
crl-16603	257	15	”	"	PUNCT
crl-16603	257	16	in	in	ADP
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crl-16603	257	19	of	of	ADP
crl-16603	257	20	the	the	DET
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crl-16603	257	23	:	:	PUNCT
crl-16603	257	24	2nd	2nd	PROPN
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crl-16603	257	26	,	,	PUNCT
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crl-16603	257	28	.	.	PUNCT
crl-16603	258	1	r.	r.	PROPN
crl-16603	258	2	keith	keith	PROPN
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crl-16603	258	4	(	(	PUNCT
crl-16603	258	5	cambridge	cambridge	PROPN
crl-16603	258	6	:	:	PUNCT
crl-16603	258	7	cambridge	cambridge	PROPN
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crl-16603	258	10	,	,	PUNCT
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crl-16603	259	2	.	.	PUNCT
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crl-16603	259	11	,	,	PUNCT
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crl-16603	259	13	inside	inside	ADP
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crl-16603	259	20	,	,	PUNCT
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crl-16603	259	25	online	online	ADV
crl-16603	259	26	at	at	ADP
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crl-16603	260	33	online	online	ADV
crl-16603	260	34	at	at	ADP
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crl-16603	260	36	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
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crl-16603	261	29	accessed	access	VERB
crl-16603	261	30	26	26	NUM
crl-16603	261	31	february	february	PROPN
crl-16603	261	32	2018	2018	NUM
crl-16603	261	33	]	]	PUNCT
crl-16603	261	34	;	;	PUNCT
crl-16603	261	35	eric	eric	PROPN
crl-16603	261	36	hoover	hoover	PROPN
crl-16603	261	37	,	,	PUNCT
crl-16603	261	38	“	"	PUNCT
crl-16603	261	39	facebook	facebook	NOUN
crl-16603	261	40	meets	meet	VERB
crl-16603	261	41	predictive	predictive	ADJ
crl-16603	261	42	analytics	analytic	NOUN
crl-16603	261	43	,	,	PUNCT
crl-16603	261	44	”	"	PUNCT
crl-16603	261	45	chronicle	chronicle	NOUN
crl-16603	261	46	of	of	ADP
crl-16603	261	47	higher	high	ADJ
crl-16603	261	48	education	education	NOUN
crl-16603	261	49	(	(	PUNCT
crl-16603	261	50	nov	nov	PROPN
crl-16603	261	51	.	.	PROPN
crl-16603	261	52	6	6	NUM
crl-16603	261	53	,	,	PUNCT
crl-16603	261	54	2012	2012	NUM
crl-16603	261	55	)	)	PUNCT
crl-16603	261	56	,	,	PUNCT
crl-16603	261	57	available	available	ADJ
crl-16603	261	58	online	online	ADV
crl-16603	261	59	at	at	ADP
crl-16603	261	60	https://chronicle.com/blogs/headcount/facebook-meets-predictive-analytics/32770	https://chronicle.com/blogs/headcount/facebook-meets-predictive-analytics/32770	NOUN
crl-16603	261	61	[	[	X
crl-16603	261	62	accessed	access	VERB
crl-16603	261	63	26	26	NUM
crl-16603	261	64	february	february	NOUN
crl-16603	261	65	2018	2018	NUM
crl-16603	261	66	]	]	PUNCT
crl-16603	261	67	.	.	PUNCT
crl-16603	262	1	28	28	X
crl-16603	262	2	.	.	PUNCT
crl-16603	263	1	eric	eric	PROPN
crl-16603	263	2	hoover	hoover	PROPN
crl-16603	263	3	,	,	PUNCT
crl-16603	263	4	“	"	PUNCT
crl-16603	263	5	getting	get	VERB
crl-16603	263	6	inside	inside	ADP
crl-16603	263	7	the	the	DET
crl-16603	263	8	mind	mind	NOUN
crl-16603	263	9	of	of	ADP
crl-16603	263	10	an	an	DET
crl-16603	263	11	applicant	applicant	NOUN
crl-16603	263	12	,	,	PUNCT
crl-16603	263	13	”	"	PUNCT
crl-16603	263	14	chronicle	chronicle	NOUN
crl-16603	263	15	of	of	ADP
crl-16603	263	16	higher	high	ADJ
crl-16603	263	17	education	education	NOUN
crl-16603	263	18	(	(	PUNCT
crl-16603	263	19	sept	sept	PROPN
crl-16603	263	20	.	.	PROPN
crl-16603	263	21	18	18	NUM
crl-16603	263	22	,	,	PUNCT
crl-16603	263	23	2015	2015	NUM
crl-16603	263	24	)	)	PUNCT
crl-16603	263	25	,	,	PUNCT
crl-16603	263	26	available	available	ADJ
crl-16603	263	27	online	online	ADV
crl-16603	263	28	at	at	ADP
crl-16603	263	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	263	30	[	[	X
crl-16603	263	31	accessed	access	VERB
crl-16603	263	32	26	26	NUM
crl-16603	263	33	february	february	PROPN
crl-16603	263	34	2018	2018	NUM
crl-16603	263	35	]	]	PUNCT
crl-16603	263	36	.	.	PUNCT
crl-16603	264	1	29	29	NUM
crl-16603	264	2	.	.	PUNCT
crl-16603	265	1	eric	eric	PROPN
crl-16603	265	2	hoover	hoover	PROPN
crl-16603	265	3	,	,	PUNCT
crl-16603	265	4	“	"	PUNCT
crl-16603	265	5	what	what	PRON
crl-16603	265	6	’s	’	VERB
crl-16603	265	7	a	a	DET
crl-16603	265	8	trove	trove	NOUN
crl-16603	265	9	of	of	ADP
crl-16603	265	10	insights	insight	NOUN
crl-16603	265	11	into	into	ADP
crl-16603	265	12	college	college	NOUN
crl-16603	265	13	applicants	applicant	NOUN
crl-16603	265	14	worth	worth	ADJ
crl-16603	265	15	$	$	SYM
crl-16603	265	16	850	850	NUM
crl-16603	265	17	-	-	SYM
crl-16603	265	18	million	million	NUM
crl-16603	265	19	,	,	PUNCT
crl-16603	265	20	”	"	PUNCT
crl-16603	265	21	chronicle	chronicle	NOUN
crl-16603	265	22	of	of	ADP
crl-16603	265	23	higher	high	ADJ
crl-16603	265	24	education	education	NOUN
crl-16603	265	25	(	(	PUNCT
crl-16603	265	26	dec	dec	PROPN
crl-16603	265	27	.	.	PROPN
crl-16603	265	28	16	16	NUM
crl-16603	265	29	,	,	PUNCT
crl-16603	265	30	2014	2014	NUM
crl-16603	265	31	)	)	PUNCT
crl-16603	265	32	,	,	PUNCT
crl-16603	265	33	available	available	ADJ
crl-16603	265	34	online	online	ADV
crl-16603	265	35	at	at	ADP
crl-16603	265	36	https://chronicle.com/article/	https://chronicle.com/article/	PROPN
crl-16603	265	37	what	what	PRON
crl-16603	265	38	-	-	PUNCT
crl-16603	265	39	s	s	X
crl-16603	265	40	-	-	PUNCT
crl-16603	265	41	a	a	DET
crl-16603	265	42	-	-	PUNCT
crl-16603	265	43	trove	trove	NOUN
crl-16603	265	44	-	-	PUNCT
crl-16603	265	45	of	of	ADP
crl-16603	265	46	-	-	PUNCT
crl-16603	265	47	insights/150887	insights/150887	X
crl-16603	265	48	[	[	X
crl-16603	265	49	accessed	access	VERB
crl-16603	265	50	26	26	NUM
crl-16603	265	51	february	february	PROPN
crl-16603	265	52	2018	2018	NUM
crl-16603	265	53	]	]	PUNCT
crl-16603	265	54	.	.	PUNCT
crl-16603	266	1	30	30	NUM
crl-16603	266	2	.	.	PUNCT
crl-16603	266	3	jay	jay	PROPN
crl-16603	266	4	w.	w.	PROPN
crl-16603	266	5	goff	goff	PROPN
crl-16603	266	6	and	and	CCONJ
crl-16603	266	7	christopher	christopher	PROPN
crl-16603	266	8	m.	m.	PROPN
crl-16603	266	9	shaffer	shaffer	PROPN
crl-16603	266	10	,	,	PUNCT
crl-16603	266	11	“	"	PUNCT
crl-16603	266	12	big	big	ADJ
crl-16603	266	13	data	datum	NOUN
crl-16603	266	14	’s	’s	PART
crl-16603	266	15	impact	impact	NOUN
crl-16603	266	16	on	on	ADP
crl-16603	266	17	college	college	NOUN
crl-16603	266	18	admission	admission	NOUN
crl-16603	266	19	practices	practice	NOUN
crl-16603	266	20	and	and	CCONJ
crl-16603	266	21	recruitment	recruitment	NOUN
crl-16603	266	22	strategies	strategy	NOUN
crl-16603	266	23	,	,	PUNCT
crl-16603	266	24	”	"	PUNCT
crl-16603	266	25	in	in	ADP
crl-16603	266	26	building	build	VERB
crl-16603	266	27	a	a	DET
crl-16603	266	28	smarter	smart	ADJ
crl-16603	266	29	university	university	NOUN
crl-16603	266	30	:	:	PUNCT
crl-16603	266	31	big	big	ADJ
crl-16603	266	32	data	datum	NOUN
crl-16603	266	33	,	,	PUNCT
crl-16603	266	34	innovation	innovation	NOUN
crl-16603	266	35	,	,	PUNCT
crl-16603	266	36	and	and	CCONJ
crl-16603	266	37	analytics	analytic	NOUN
crl-16603	266	38	,	,	PUNCT
crl-16603	266	39	ed	ed	PROPN
crl-16603	266	40	.	.	PROPN
crl-16603	266	41	jason	jason	PROPN
crl-16603	266	42	e.	e.	PROPN
crl-16603	266	43	lane	lane	PROPN
crl-16603	266	44	(	(	PUNCT
crl-16603	266	45	albany	albany	PROPN
crl-16603	266	46	,	,	PUNCT
crl-16603	266	47	n.y	n.y	PROPN
crl-16603	266	48	.	.	PROPN
crl-16603	266	49	:	:	PUNCT
crl-16603	266	50	suny	suny	PROPN
crl-16603	266	51	press	press	NOUN
crl-16603	266	52	,	,	PUNCT
crl-16603	266	53	2014	2014	NUM
crl-16603	266	54	)	)	PUNCT
crl-16603	266	55	.	.	PUNCT
crl-16603	267	1	31	31	NUM
crl-16603	267	2	.	.	PUNCT
crl-16603	268	1	carl	carl	PROPN
crl-16603	268	2	straumsheim	straumsheim	PROPN
crl-16603	268	3	,	,	PUNCT
crl-16603	268	4	“	"	PUNCT
crl-16603	268	5	before	before	ADP
crl-16603	268	6	the	the	DET
crl-16603	268	7	fact	fact	NOUN
crl-16603	268	8	,	,	PUNCT
crl-16603	268	9	”	"	PUNCT
crl-16603	268	10	inside	inside	ADP
crl-16603	268	11	higher	high	ADJ
crl-16603	268	12	ed	ed	NOUN
crl-16603	268	13	(	(	PUNCT
crl-16603	268	14	oct	oct	PROPN
crl-16603	268	15	.	.	PROPN
crl-16603	268	16	18	18	NUM
crl-16603	268	17	,	,	PUNCT
crl-16603	268	18	2013	2013	NUM
crl-16603	268	19	)	)	PUNCT
crl-16603	268	20	,	,	PUNCT
crl-16603	268	21	available	available	ADJ
crl-16603	268	22	online	online	ADV
crl-16603	268	23	at	at	ADP
crl-16603	268	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	268	25	[	[	X
crl-16603	268	26	accessed	access	VERB
crl-16603	268	27	26	26	NUM
crl-16603	268	28	february	february	PROPN
crl-16603	268	29	2018	2018	NUM
crl-16603	268	30	]	]	PUNCT
crl-16603	268	31	.	.	PUNCT
crl-16603	269	1	32	32	NUM
crl-16603	269	2	.	.	PUNCT
crl-16603	269	3	karl	karl	PROPN
crl-16603	269	4	e.	e.	PROPN
crl-16603	269	5	burgher	burgher	PROPN
crl-16603	269	6	,	,	PUNCT
crl-16603	269	7	“	"	PUNCT
crl-16603	269	8	indiana	indiana	PROPN
crl-16603	269	9	state	state	PROPN
crl-16603	269	10	university	university	PROPN
crl-16603	269	11	”	"	PUNCT
crl-16603	269	12	(	(	PUNCT
crl-16603	269	13	n.d	n.d	PROPN
crl-16603	269	14	.	.	PROPN
crl-16603	269	15	)	)	PUNCT
crl-16603	269	16	,	,	PUNCT
crl-16603	269	17	available	available	ADJ
crl-16603	269	18	online	online	ADV
crl-16603	269	19	at	at	ADP
crl-16603	269	20	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	270	1	[	[	X
crl-16603	270	2	accessed	access	VERB
crl-16603	270	3	26	26	NUM
crl-16603	270	4	february	february	PROPN
crl-16603	270	5	2018	2018	NUM
crl-16603	270	6	]	]	PUNCT
crl-16603	270	7	.	.	PUNCT
crl-16603	271	1	33	33	NUM
crl-16603	271	2	.	.	PUNCT
crl-16603	271	3	northern	northern	PROPN
crl-16603	271	4	arizona	arizona	PROPN
crl-16603	271	5	university	university	PROPN
crl-16603	271	6	,	,	PUNCT
crl-16603	271	7	“	"	PUNCT
crl-16603	271	8	what	what	PRON
crl-16603	271	9	are	be	AUX
crl-16603	271	10	proximity	proximity	NOUN
crl-16603	271	11	card	card	NOUN
crl-16603	271	12	readers	reader	NOUN
crl-16603	271	13	?	?	PUNCT
crl-16603	271	14	”	"	PUNCT
crl-16603	271	15	(	(	PUNCT
crl-16603	271	16	2013	2013	NUM
crl-16603	271	17	)	)	PUNCT
crl-16603	271	18	,	,	PUNCT
crl-16603	271	19	available	available	ADJ
crl-16603	271	20	online	online	ADV
crl-16603	271	21	at	at	ADP
crl-16603	271	22	http://www2.nau.edu/lrm22/blackboard/proximity_cards.html	http://www2.nau.edu/lrm22/blackboard/proximity_cards.html	PROPN
crl-16603	271	23	[	[	X
crl-16603	271	24	accessed	access	VERB
crl-16603	271	25	7	7	NUM
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crl-16603	271	27	2018	2018	NUM
crl-16603	271	28	]	]	PUNCT
crl-16603	271	29	.	.	PUNCT
crl-16603	272	1	34	34	NUM
crl-16603	272	2	.	.	PUNCT
crl-16603	272	3	kathy	kathy	PROPN
crl-16603	272	4	f.	f.	PROPN
crl-16603	272	5	gates	gates	PROPN
crl-16603	272	6	,	,	PUNCT
crl-16603	272	7	“	"	PUNCT
crl-16603	272	8	classroom	classroom	NOUN
crl-16603	272	9	attendance	attendance	NOUN
crl-16603	272	10	via	via	ADP
crl-16603	272	11	i	i	NOUN
crl-16603	272	12	d	d	NOUN
crl-16603	272	13	card	card	NOUN
crl-16603	272	14	[	[	X
crl-16603	272	15	msg	msg	NOUN
crl-16603	272	16	6	6	NUM
crl-16603	272	17	]	]	PUNCT
crl-16603	272	18	,	,	PUNCT
crl-16603	272	19	”	"	PUNCT
crl-16603	272	20	message	message	NOUN
crl-16603	272	21	posted	post	VERB
crl-16603	272	22	to	to	ADP
crl-16603	272	23	http://	http://	VERB
crl-16603	272	24	listserv.educause.edu/scripts/wa.exe?a2=cio;ffcd6452.1401	listserv.educause.edu/scripts/wa.exe?a2=cio;ffcd6452.1401	VERB
crl-16603	272	25	[	[	X
crl-16603	272	26	accessed	access	VERB
crl-16603	272	27	14	14	NUM
crl-16603	272	28	february	february	NOUN
crl-16603	272	29	2018	2018	NUM
crl-16603	272	30	]	]	PUNCT
crl-16603	272	31	;	;	PUNCT
crl-16603	272	32	deetra	deetra	PROPN
crl-16603	272	33	wiley	wiley	PROPN
crl-16603	272	34	,	,	PUNCT
crl-16603	272	35	“	"	PUNCT
crl-16603	272	36	attendance	attendance	NOUN
crl-16603	272	37	tracking	tracking	NOUN
crl-16603	272	38	scanners	scanner	NOUN
crl-16603	272	39	for	for	ADP
crl-16603	272	40	um	um	INTJ
crl-16603	272	41	classrooms	classroom	NOUN
crl-16603	272	42	,	,	PUNCT
crl-16603	272	43	”	"	PUNCT
crl-16603	272	44	technews	technew	NOUN
crl-16603	272	45	(	(	PUNCT
crl-16603	272	46	jan	jan	PROPN
crl-16603	272	47	.	.	PROPN
crl-16603	272	48	16	16	NUM
crl-16603	272	49	,	,	PUNCT
crl-16603	272	50	2013	2013	NUM
crl-16603	272	51	)	)	PUNCT
crl-16603	272	52	,	,	PUNCT
crl-16603	272	53	available	available	ADJ
crl-16603	272	54	online	online	ADV
crl-16603	272	55	at	at	ADP
crl-16603	272	56	http://technews.olemiss.edu/new-attendance-tracking-scanners-for-um-classrooms/	http://technews.olemiss.edu/new-attendance-tracking-scanners-for-um-classrooms/	PRON
crl-16603	272	57	[	[	X
crl-16603	272	58	accessed	access	VERB
crl-16603	272	59	26	26	NUM
crl-16603	272	60	february	february	PROPN
crl-16603	272	61	2018	2018	NUM
crl-16603	272	62	]	]	PUNCT
crl-16603	272	63	.	.	PUNCT
crl-16603	273	1	35	35	NUM
crl-16603	273	2	.	.	PUNCT
crl-16603	274	1	douglas	douglas	PROPN
crl-16603	274	2	belkin	belkin	PROPN
crl-16603	274	3	,	,	PUNCT
crl-16603	274	4	“	"	PUNCT
crl-16603	274	5	cracking	crack	VERB
crl-16603	274	6	down	down	ADP
crl-16603	274	7	on	on	ADP
crl-16603	274	8	skipping	skip	VERB
crl-16603	274	9	class	class	NOUN
crl-16603	274	10	,	,	PUNCT
crl-16603	274	11	”	"	PUNCT
crl-16603	274	12	wall	wall	PROPN
crl-16603	274	13	street	street	PROPN
crl-16603	274	14	journal	journal	PROPN
crl-16603	274	15	(	(	PUNCT
crl-16603	274	16	jan	jan	PROPN
crl-16603	274	17	.	.	PROPN
crl-16603	274	18	14	14	NUM
crl-16603	274	19	,	,	PUNCT
crl-16603	274	20	2015	2015	NUM
crl-16603	274	21	)	)	PUNCT
crl-16603	274	22	,	,	PUNCT
crl-16603	274	23	available	available	ADJ
crl-16603	274	24	online	online	ADV
crl-16603	274	25	at	at	ADP
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crl-16603	274	27	[	[	X
crl-16603	274	28	accessed	access	VERB
crl-16603	274	29	26	26	NUM
crl-16603	274	30	february	february	PROPN
crl-16603	274	31	2018	2018	NUM
crl-16603	274	32	]	]	PUNCT
crl-16603	274	33	.	.	PUNCT
crl-16603	275	1	36	36	NUM
crl-16603	275	2	.	.	PUNCT
crl-16603	275	3	richard	richard	PROPN
crl-16603	275	4	j.	j.	PROPN
crl-16603	275	5	light	light	PROPN
crl-16603	275	6	,	,	PUNCT
crl-16603	275	7	making	make	VERB
crl-16603	275	8	the	the	DET
crl-16603	275	9	most	most	ADJ
crl-16603	275	10	of	of	ADP
crl-16603	275	11	college	college	NOUN
crl-16603	275	12	:	:	PUNCT
crl-16603	275	13	students	student	NOUN
crl-16603	275	14	speak	speak	VERB
crl-16603	275	15	their	their	PRON
crl-16603	275	16	minds	mind	NOUN
crl-16603	275	17	(	(	PUNCT
crl-16603	275	18	cambridge	cambridge	PROPN
crl-16603	275	19	,	,	PUNCT
crl-16603	275	20	mass	mass	PROPN
crl-16603	275	21	.	.	PUNCT
crl-16603	275	22	:	:	PUNCT
crl-16603	275	23	harvard	harvard	PROPN
crl-16603	275	24	university	university	PROPN
crl-16603	275	25	press	press	NOUN
crl-16603	275	26	,	,	PUNCT
crl-16603	275	27	2001	2001	NUM
crl-16603	275	28	)	)	PUNCT
crl-16603	275	29	.	.	PUNCT
crl-16603	276	1	37	37	NUM
crl-16603	276	2	.	.	PUNCT
crl-16603	276	3	tristan	tristan	PROPN
crl-16603	276	4	denley	denley	PROPN
crl-16603	276	5	,	,	PUNCT
crl-16603	276	6	“	"	PUNCT
crl-16603	276	7	degree	degree	NOUN
crl-16603	276	8	compass	compass	NOUN
crl-16603	276	9	course	course	NOUN
crl-16603	276	10	recommendation	recommendation	NOUN
crl-16603	276	11	system	system	NOUN
crl-16603	276	12	”	"	PUNCT
crl-16603	276	13	(	(	PUNCT
crl-16603	276	14	2013	2013	NUM
crl-16603	276	15	)	)	PUNCT
crl-16603	276	16	,	,	PUNCT
crl-16603	276	17	available	available	ADJ
crl-16603	276	18	online	online	ADV
crl-16603	276	19	at	at	ADP
crl-16603	276	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	NOUN
crl-16603	276	21	[	[	X
crl-16603	276	22	accessed	access	VERB
crl-16603	276	23	26	26	NUM
crl-16603	276	24	february	february	PROPN
crl-16603	276	25	2018	2018	NUM
crl-16603	276	26	]	]	PUNCT
crl-16603	276	27	.	.	PUNCT
crl-16603	277	1	38	38	NUM
crl-16603	277	2	.	.	PUNCT
crl-16603	278	1	ben	ben	PROPN
crl-16603	278	2	wildavsky	wildavsky	PROPN
crl-16603	278	3	,	,	PUNCT
crl-16603	278	4	“	"	PUNCT
crl-16603	278	5	nudge	nudge	VERB
crl-16603	278	6	nation	nation	NOUN
crl-16603	278	7	:	:	PUNCT
crl-16603	278	8	a	a	DET
crl-16603	278	9	new	new	ADJ
crl-16603	278	10	way	way	NOUN
crl-16603	278	11	to	to	PART
crl-16603	278	12	prod	prod	VERB
crl-16603	278	13	students	student	NOUN
crl-16603	278	14	into	into	ADP
crl-16603	278	15	and	and	CCONJ
crl-16603	278	16	through	through	ADP
crl-16603	278	17	college	college	NOUN
crl-16603	278	18	”	"	PUNCT
crl-16603	278	19	(	(	PUNCT
crl-16603	278	20	2013	2013	NUM
crl-16603	278	21	):	):	PUNCT
crl-16603	278	22	para	para	PROPN
crl-16603	278	23	.	.	PUNCT
crl-16603	279	1	16	16	NUM
crl-16603	279	2	,	,	PUNCT
crl-16603	279	3	available	available	ADJ
crl-16603	279	4	online	online	ADV
crl-16603	279	5	at	at	ADP
crl-16603	279	6	https://www.air.org/sites/default/files/publications/nudge	https://www.air.org/sites/default/files/publications/nudge	NOUN
crl-16603	279	7	.	.	PUNCT
crl-16603	280	1	pdf	pdf	PROPN
crl-16603	280	2	[	[	PUNCT
crl-16603	280	3	accessed	access	VERB
crl-16603	280	4	26	26	NUM
crl-16603	280	5	february	february	PROPN
crl-16603	280	6	2018	2018	NUM
crl-16603	280	7	]	]	PUNCT
crl-16603	280	8	.	.	PUNCT
crl-16603	281	1	39	39	NUM
crl-16603	281	2	.	.	PUNCT
crl-16603	281	3	marc	marc	PROPN
crl-16603	281	4	parry	parry	PROPN
crl-16603	281	5	,	,	PUNCT
crl-16603	281	6	“	"	PUNCT
crl-16603	281	7	big	big	ADJ
crl-16603	281	8	data	datum	NOUN
crl-16603	281	9	on	on	ADP
crl-16603	281	10	campus	campus	NOUN
crl-16603	281	11	,	,	PUNCT
crl-16603	281	12	”	"	PUNCT
crl-16603	281	13	new	new	PROPN
crl-16603	281	14	york	york	PROPN
crl-16603	281	15	times	times	PROPN
crl-16603	281	16	(	(	PUNCT
crl-16603	281	17	july	july	PROPN
crl-16603	281	18	18	18	NUM
crl-16603	281	19	,	,	PUNCT
crl-16603	281	20	2012	2012	NUM
crl-16603	281	21	)	)	PUNCT
crl-16603	281	22	,	,	PUNCT
crl-16603	281	23	available	available	ADJ
crl-16603	281	24	online	online	ADV
crl-16603	281	25	at	at	ADP
crl-16603	281	26	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	281	27	[	[	X
crl-16603	281	28	accessed	access	VERB
crl-16603	281	29	26	26	NUM
crl-16603	281	30	february	february	PROPN
crl-16603	281	31	2018	2018	NUM
crl-16603	281	32	]	]	PUNCT
crl-16603	281	33	.	.	PUNCT
crl-16603	282	1	40	40	NUM
crl-16603	282	2	.	.	PUNCT
crl-16603	283	1	kim	kim	PROPN
crl-16603	283	2	e.	e.	PROPN
crl-16603	283	3	arnold	arnold	PROPN
crl-16603	283	4	and	and	CCONJ
crl-16603	283	5	matthew	matthew	PROPN
crl-16603	283	6	d.	d.	PROPN
crl-16603	283	7	pistilli	pistilli	PROPN
crl-16603	283	8	,	,	PUNCT
crl-16603	283	9	“	"	PUNCT
crl-16603	283	10	course	course	NOUN
crl-16603	283	11	signals	signal	NOUN
crl-16603	283	12	at	at	ADP
crl-16603	283	13	purdue	purdue	NOUN
crl-16603	283	14	:	:	PUNCT
crl-16603	283	15	using	use	VERB
crl-16603	283	16	learning	learn	VERB
crl-16603	283	17	analytics	analytic	NOUN
crl-16603	283	18	to	to	PART
crl-16603	283	19	increase	increase	VERB
crl-16603	283	20	student	student	NOUN
crl-16603	283	21	success	success	NOUN
crl-16603	283	22	”	"	PUNCT
crl-16603	283	23	(	(	PUNCT
crl-16603	283	24	paper	paper	NOUN
crl-16603	283	25	presented	present	VERB
crl-16603	283	26	at	at	ADP
crl-16603	283	27	the	the	DET
crl-16603	283	28	second	second	ADJ
crl-16603	283	29	international	international	ADJ
crl-16603	283	30	conference	conference	NOUN
crl-16603	283	31	on	on	ADP
crl-16603	283	32	learning	learn	VERB
crl-16603	283	33	analytics	analytic	NOUN
crl-16603	283	34	and	and	CCONJ
crl-16603	283	35	knowledge	knowledge	PROPN
crl-16603	283	36	,	,	PUNCT
crl-16603	283	37	usa	usa	PROPN
crl-16603	283	38	,	,	PUNCT
crl-16603	283	39	2012	2012	NUM
crl-16603	283	40	)	)	PUNCT
crl-16603	283	41	.	.	PUNCT
crl-16603	284	1	41	41	X
crl-16603	284	2	.	.	PUNCT
crl-16603	285	1	alfred	alfred	PROPN
crl-16603	285	2	essa	essa	PROPN
crl-16603	285	3	,	,	PUNCT
crl-16603	285	4	“	"	PUNCT
crl-16603	285	5	can	can	AUX
crl-16603	285	6	we	we	PRON
crl-16603	285	7	improve	improve	VERB
crl-16603	285	8	retention	retention	NOUN
crl-16603	285	9	rates	rate	NOUN
crl-16603	285	10	by	by	ADP
crl-16603	285	11	giving	give	VERB
crl-16603	285	12	students	student	NOUN
crl-16603	285	13	chocolate	chocolate	VERB
crl-16603	285	14	?	?	PUNCT
crl-16603	285	15	”	"	PUNCT
crl-16603	285	16	(	(	PUNCT
crl-16603	285	17	oct	oct	PROPN
crl-16603	285	18	.	.	PROPN
crl-16603	285	19	14	14	NUM
crl-16603	285	20	,	,	PUNCT
crl-16603	285	21	2013	2013	NUM
crl-16603	285	22	)	)	PUNCT
crl-16603	285	23	,	,	PUNCT
crl-16603	285	24	available	available	ADJ
crl-16603	285	25	online	online	ADV
crl-16603	285	26	at	at	ADP
crl-16603	285	27	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	286	1	[	[	X
crl-16603	286	2	accessed	access	VERB
crl-16603	286	3	26	26	NUM
crl-16603	286	4	february	february	PROPN
crl-16603	286	5	2018	2018	NUM
crl-16603	286	6	]	]	PUNCT
crl-16603	286	7	;	;	PUNCT
crl-16603	286	8	michael	michael	PROPN
crl-16603	286	9	feldstein	feldstein	PROPN
crl-16603	286	10	,	,	PUNCT
crl-16603	286	11	“	"	PUNCT
crl-16603	286	12	course	course	NOUN
crl-16603	286	13	signals	signal	VERB
crl-16603	286	14	effectiveness	effectiveness	NOUN
crl-16603	286	15	data	datum	NOUN
crl-16603	286	16	appears	appear	VERB
crl-16603	286	17	to	to	PART
crl-16603	286	18	be	be	AUX
crl-16603	286	19	meaningless	meaningless	ADJ
crl-16603	286	20	(	(	PUNCT
crl-16603	286	21	and	and	CCONJ
crl-16603	286	22	why	why	SCONJ
crl-16603	286	23	you	you	PRON
crl-16603	286	24	should	should	AUX
crl-16603	286	25	care	care	VERB
crl-16603	286	26	)	)	PUNCT
crl-16603	286	27	,	,	PUNCT
crl-16603	286	28	”	"	PUNCT
crl-16603	286	29	e	e	X
crl-16603	286	30	-	-	NOUN
crl-16603	286	31	literate	literate	ADJ
crl-16603	286	32	(	(	PUNCT
crl-16603	286	33	nov	nov	PROPN
crl-16603	286	34	.	.	PROPN
crl-16603	286	35	3	3	NUM
crl-16603	286	36	,	,	PUNCT
crl-16603	286	37	2013	2013	NUM
crl-16603	286	38	)	)	PUNCT
crl-16603	286	39	,	,	PUNCT
crl-16603	286	40	available	available	ADJ
crl-16603	286	41	online	online	ADV
crl-16603	286	42	at	at	ADP
crl-16603	286	43	http://mfeldstein.com/course-signals-effectiveness-data-appears-meaningless-care/	http://mfeldstein.com/course-signals-effectiveness-data-appears-meaningless-care/	PROPN
crl-16603	287	1	[	[	X
crl-16603	287	2	accessed	access	VERB
crl-16603	287	3	26	26	NUM
crl-16603	287	4	february	february	PROPN
crl-16603	287	5	2018	2018	NUM
crl-16603	287	6	]	]	PUNCT
crl-16603	287	7	;	;	PUNCT
crl-16603	287	8	carl	carl	PROPN
crl-16603	287	9	straumsheim	straumsheim	PROPN
crl-16603	287	10	,	,	PUNCT
crl-16603	287	11	“	"	PUNCT
crl-16603	287	12	mixed	mixed	ADJ
crl-16603	287	13	signals	signal	NOUN
crl-16603	287	14	,	,	PUNCT
crl-16603	287	15	”	"	PUNCT
crl-16603	287	16	inside	inside	ADP
crl-16603	287	17	higher	high	ADJ
crl-16603	287	18	ed	ed	NOUN
crl-16603	287	19	(	(	PUNCT
crl-16603	287	20	nov	nov	PROPN
crl-16603	287	21	.	.	PROPN
crl-16603	287	22	6	6	NUM
crl-16603	287	23	,	,	PUNCT
crl-16603	287	24	2013	2013	NUM
crl-16603	287	25	)	)	PUNCT
crl-16603	287	26	,	,	PUNCT
crl-16603	287	27	available	available	ADJ
crl-16603	287	28	online	online	ADV
crl-16603	287	29	at	at	ADP
crl-16603	287	30	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	287	31	[	[	X
crl-16603	287	32	accessed	access	VERB
crl-16603	287	33	26	26	NUM
crl-16603	287	34	february	february	PROPN
crl-16603	287	35	2018	2018	NUM
crl-16603	287	36	]	]	PUNCT
crl-16603	287	37	.	.	PUNCT
crl-16603	288	1	42	42	NUM
crl-16603	288	2	.	.	PUNCT
crl-16603	289	1	oral	oral	ADJ
crl-16603	289	2	roberts	roberts	PROPN
crl-16603	289	3	university	university	PROPN
crl-16603	289	4	,	,	PUNCT
crl-16603	289	5	“	"	PUNCT
crl-16603	289	6	oral	oral	ADJ
crl-16603	289	7	roberts	robert	NOUN
crl-16603	289	8	university	university	NOUN
crl-16603	289	9	integrates	integrate	VERB
crl-16603	289	10	wearable	wearable	ADJ
crl-16603	289	11	technology	technology	NOUN
crl-16603	289	12	with	with	ADP
crl-16603	289	13	physical	physical	ADJ
crl-16603	289	14	fitness	fitness	NOUN
crl-16603	289	15	curriculum	curriculum	NOUN
crl-16603	289	16	for	for	ADP
crl-16603	289	17	incoming	incoming	ADJ
crl-16603	289	18	students	student	NOUN
crl-16603	289	19	”	"	PUNCT
crl-16603	289	20	(	(	PUNCT
crl-16603	289	21	jan	jan	PROPN
crl-16603	289	22	.	.	PROPN
crl-16603	289	23	4	4	NUM
crl-16603	289	24	,	,	PUNCT
crl-16603	289	25	2016	2016	NUM
crl-16603	289	26	)	)	PUNCT
crl-16603	289	27	,	,	PUNCT
crl-16603	289	28	available	available	ADJ
crl-16603	289	29	online	online	ADV
crl-16603	289	30	at	at	ADP
crl-16603	289	31	www.oru	www.oru	PROPN
crl-16603	289	32	.	.	PUNCT
crl-16603	290	1	edu	edu	PROPN
crl-16603	290	2	/	/	SYM
crl-16603	290	3	news	news	NOUN
crl-16603	290	4	/	/	SYM
crl-16603	290	5	oru_news/20160104_fitbit_tracking.php	oru_news/20160104_fitbit_tracking.php	NOUN
crl-16603	290	6	[	[	X
crl-16603	290	7	accessed	access	VERB
crl-16603	290	8	26	26	NUM
crl-16603	290	9	february	february	PROPN
crl-16603	290	10	2018	2018	NUM
crl-16603	290	11	]	]	PUNCT
crl-16603	290	12	.	.	PUNCT
crl-16603	291	1	43	43	NUM
crl-16603	291	2	.	.	PUNCT
crl-16603	292	1	jeff	jeff	PROPN
crl-16603	292	2	stone	stone	PROPN
crl-16603	292	3	,	,	PUNCT
crl-16603	292	4	“	"	PUNCT
crl-16603	292	5	not	not	PART
crl-16603	292	6	all	all	DET
crl-16603	292	7	oral	oral	ADJ
crl-16603	292	8	roberts	robert	NOUN
crl-16603	292	9	students	student	NOUN
crl-16603	292	10	need	need	VERB
crl-16603	292	11	to	to	PART
crl-16603	292	12	wear	wear	VERB
crl-16603	292	13	fitbits	fitbit	NOUN
crl-16603	292	14	,	,	PUNCT
crl-16603	292	15	and	and	CCONJ
crl-16603	292	16	they	they	PRON
crl-16603	292	17	’re	’re	AUX
crl-16603	292	18	not	not	PART
crl-16603	292	19	tracked	track	VERB
crl-16603	292	20	through	through	ADP
crl-16603	292	21	campus	campus	NOUN
crl-16603	292	22	,	,	PUNCT
crl-16603	292	23	”	"	PUNCT
crl-16603	292	24	international	international	ADJ
crl-16603	292	25	business	business	NOUN
crl-16603	292	26	times	times	PROPN
crl-16603	292	27	(	(	PUNCT
crl-16603	292	28	feb	feb	PROPN
crl-16603	292	29	.	.	PROPN
crl-16603	292	30	3	3	NUM
crl-16603	292	31	,	,	PUNCT
crl-16603	292	32	2016	2016	NUM
crl-16603	292	33	)	)	PUNCT
crl-16603	292	34	,	,	PUNCT
crl-16603	292	35	available	available	ADJ
crl-16603	292	36	online	online	ADV
crl-16603	292	37	at	at	ADP
crl-16603	292	38	www.ibtimes	www.ibtime	NOUN
crl-16603	292	39	.	.	PUNCT
crl-16603	293	1	com	com	NOUN
crl-16603	293	2	/	/	SYM
crl-16603	293	3	not	not	PART
crl-16603	293	4	-	-	PUNCT
crl-16603	293	5	all	all	PRON
crl-16603	293	6	-	-	PUNCT
crl-16603	293	7	oral	oral	ADJ
crl-16603	293	8	-	-	PUNCT
crl-16603	293	9	roberts	robert	NOUN
crl-16603	293	10	-	-	PUNCT
crl-16603	293	11	students	student	NOUN
crl-16603	293	12	-	-	PUNCT
crl-16603	293	13	need	need	ADJ
crl-16603	293	14	-	-	PUNCT
crl-16603	293	15	wear	wear	NOUN
crl-16603	293	16	-	-	PUNCT
crl-16603	293	17	fitbits	fitbit	NOUN
crl-16603	293	18	-	-	PUNCT
crl-16603	293	19	theyre	theyre	NOUN
crl-16603	293	20	-	-	PUNCT
crl-16603	293	21	not	not	PART
crl-16603	293	22	-	-	PUNCT
crl-16603	293	23	tracked	track	VERB
crl-16603	293	24	-	-	PUNCT
crl-16603	293	25	through	through	ADP
crl-16603	293	26	-	-	PUNCT
crl-16603	293	27	campus-2291808	campus-2291808	NOUN
crl-16603	293	28	[	[	PUNCT
crl-16603	293	29	accessed	access	VERB
crl-16603	293	30	26	26	NUM
crl-16603	293	31	february	february	PROPN
crl-16603	293	32	2018	2018	NUM
crl-16603	293	33	]	]	PUNCT
crl-16603	293	34	.	.	PUNCT
crl-16603	294	1	44	44	NUM
crl-16603	294	2	.	.	PUNCT
crl-16603	295	1	liana	liana	PROPN
crl-16603	295	2	heitin	heitin	PROPN
crl-16603	295	3	,	,	PUNCT
crl-16603	295	4	“	"	PUNCT
crl-16603	295	5	all	all	PRON
crl-16603	295	6	in	in	ADP
crl-16603	295	7	the	the	DET
crl-16603	295	8	wrist	wrist	NOUN
crl-16603	295	9	:	:	PUNCT
crl-16603	295	10	can	can	AUX
crl-16603	295	11	a	a	DET
crl-16603	295	12	bracelet	bracelet	NOUN
crl-16603	295	13	measure	measure	NOUN
crl-16603	295	14	student	student	NOUN
crl-16603	295	15	engagement	engagement	NOUN
crl-16603	295	16	?	?	PUNCT
crl-16603	295	17	”	"	PUNCT
crl-16603	296	1	education	education	NOUN
crl-16603	296	2	week	week	NOUN
crl-16603	296	3	(	(	PUNCT
crl-16603	296	4	june	june	PROPN
crl-16603	296	5	15	15	NUM
crl-16603	296	6	,	,	PUNCT
crl-16603	296	7	2012	2012	NUM
crl-16603	296	8	):	):	PUNCT
crl-16603	296	9	para	para	PROPN
crl-16603	296	10	.	.	PUNCT
crl-16603	297	1	1	1	NUM
crl-16603	297	2	,	,	PUNCT
crl-16603	297	3	available	available	ADJ
crl-16603	297	4	online	online	ADV
crl-16603	297	5	at	at	ADP
crl-16603	297	6	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	297	7	[	[	X
crl-16603	297	8	accessed	access	VERB
crl-16603	297	9	26	26	NUM
crl-16603	297	10	february	february	NOUN
crl-16603	297	11	2018	2018	NUM
crl-16603	297	12	]	]	PUNCT
crl-16603	297	13	;	;	PUNCT
crl-16603	297	14	stephanie	stephanie	PROPN
crl-16603	297	15	simon	simon	PROPN
crl-16603	297	16	,	,	PUNCT
crl-16603	297	17	“	"	PUNCT
crl-16603	297	18	biosensors	biosensor	NOUN
crl-16603	297	19	to	to	PART
crl-16603	297	20	monitor	monitor	VERB
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crl-16603	298	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-analytic	NOUN
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crl-16603	299	4	http://technews.olemiss.edu/new-attendance-tracking-scanners-for-um-classrooms/	http://technews.olemiss.edu/new-attendance-tracking-scanners-for-um-classrooms/	X
crl-16603	299	5	http://www.wsj.com/articles/cracking-down-on-skipping-class-1421196743	http://www.wsj.com/articles/cracking-down-on-skipping-class-1421196743	X
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crl-16603	299	10	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	PROPN
crl-16603	299	11	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	299	12	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	300	1	http://mfeldstein.com/course-signals-effectiveness-data-appears-meaningless-care/	http://mfeldstein.com/course-signals-effectiveness-data-appears-meaningless-care/	PROPN
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crl-16603	300	3	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	PROPN
crl-16603	300	4	http://www.oru.edu/news/oru_news/20160104_fitbit_tracking.php	http://www.oru.edu/news/oru_news/20160104_fitbit_tracking.php	INTJ
crl-16603	300	5	http://www.oru.edu/news/oru_news/20160104_fitbit_tracking.php	http://www.oru.edu/news/oru_news/20160104_fitbit_tracking.php	PROPN
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crl-16603	300	8	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
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crl-16603	300	10	http://www.reuters.com/article/us-usa-education-gates-idusbre85c17z20120613	http://www.reuters.com/article/us-usa-education-gates-idusbre85c17z20120613	PROPN
crl-16603	300	11	320	320	NUM
crl-16603	300	12	college	college	PROPN
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crl-16603	301	2	.	.	PUNCT
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crl-16603	302	9	classroom	classroom	NOUN
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crl-16603	302	29	online	online	ADV
crl-16603	302	30	at	at	ADP
crl-16603	302	31	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	32	[	[	PUNCT
crl-16603	302	33	accessed	access	VERB
crl-16603	302	34	26	26	NUM
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crl-16603	302	38	;	;	PUNCT
crl-16603	302	39	ben	ben	PROPN
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crl-16603	302	41	,	,	PUNCT
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crl-16603	302	52	with	with	ADP
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crl-16603	302	54	classroom	classroom	NOUN
crl-16603	302	55	facial	facial	ADJ
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crl-16603	302	63	(	(	PUNCT
crl-16603	302	64	feb	feb	PROPN
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crl-16603	302	67	,	,	PUNCT
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crl-16603	302	70	,	,	PUNCT
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crl-16603	302	72	online	online	ADV
crl-16603	302	73	at	at	ADP
crl-16603	302	74	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	PROPN
crl-16603	303	1	[	[	X
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crl-16603	303	3	26	26	NUM
crl-16603	303	4	february	february	PROPN
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crl-16603	303	7	.	.	PUNCT
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crl-16603	304	2	.	.	PUNCT
crl-16603	305	1	rui	rui	PROPN
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crl-16603	305	37	the	the	DET
crl-16603	305	38	2015	2015	NUM
crl-16603	305	39	acm	acm	PROPN
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crl-16603	307	67	chi	chi	PROPN
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crl-16603	308	32	,	,	PUNCT
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crl-16603	308	35	2	2	NUM
crl-16603	308	36	:	:	SYM
crl-16603	308	37	135	135	NUM
crl-16603	308	38	,	,	PUNCT
crl-16603	308	39	doi:10.18438	doi:10.18438	PROPN
crl-16603	308	40	/	/	SYM
crl-16603	308	41	b8q89f	b8q89f	PROPN
crl-16603	308	42	.	.	PROPN
crl-16603	308	43	49	49	NUM
crl-16603	308	44	.	.	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	ADJ
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	NOUN
crl-16603	309	11	bender	bender	NOUN
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	SCONJ
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	309	43	3	3	NUM
crl-16603	309	44	:	:	SYM
crl-16603	309	45	132	132	NUM
crl-16603	309	46	,	,	PUNCT
crl-16603	309	47	available	available	ADJ
crl-16603	309	48	online	online	ADV
crl-16603	309	49	at	at	ADP
crl-16603	309	50	https://journals.tdl	https://journals.tdl	NUM
crl-16603	309	51	.	.	PUNCT
crl-16603	310	1	org	org	NOUN
crl-16603	310	2	/	/	SYM
crl-16603	310	3	llm	llm	NOUN
crl-16603	310	4	/	/	SYM
crl-16603	310	5	index.php	index.php	VERB
crl-16603	310	6	/	/	SYM
crl-16603	310	7	llm	llm	NOUN
crl-16603	310	8	/	/	SYM
crl-16603	310	9	article	article	NOUN
crl-16603	310	10	/	/	SYM
crl-16603	310	11	view/1740/1020	view/1740/1020	NOUN
crl-16603	310	12	[	[	X
crl-16603	310	13	accessed	access	VERB
crl-16603	310	14	26	26	NUM
crl-16603	310	15	february	february	PROPN
crl-16603	310	16	2018	2018	NUM
crl-16603	310	17	]	]	PUNCT
crl-16603	310	18	;	;	PUNCT
crl-16603	310	19	ed	ed	PROPN
crl-16603	310	20	cherry	cherry	PROPN
crl-16603	310	21	,	,	PUNCT
crl-16603	310	22	stephanie	stephanie	NOUN
crl-16603	310	23	havron	havron	NOUN
crl-16603	310	24	rollins	rollin	NOUN
crl-16603	310	25	,	,	PUNCT
crl-16603	310	26	and	and	CCONJ
crl-16603	310	27	toner	toner	NOUN
crl-16603	310	28	evans	evan	NOUN
crl-16603	310	29	,	,	PUNCT
crl-16603	310	30	“	"	PUNCT
crl-16603	310	31	proving	prove	VERB
crl-16603	310	32	our	our	PRON
crl-16603	310	33	worth	worth	NOUN
crl-16603	310	34	:	:	PUNCT
crl-16603	310	35	the	the	DET
crl-16603	310	36	impact	impact	NOUN
crl-16603	310	37	of	of	ADP
crl-16603	310	38	electronic	electronic	ADJ
crl-16603	310	39	resource	resource	NOUN
crl-16603	310	40	usage	usage	NOUN
crl-16603	310	41	on	on	ADP
crl-16603	310	42	academic	academic	ADJ
crl-16603	310	43	achievement	achievement	NOUN
crl-16603	310	44	,	,	PUNCT
crl-16603	310	45	”	"	PUNCT
crl-16603	310	46	college	college	NOUN
crl-16603	310	47	&	&	CCONJ
crl-16603	310	48	undergraduate	undergraduate	PROPN
crl-16603	310	49	libraries	librarie	VERB
crl-16603	310	50	20	20	NUM
crl-16603	310	51	,	,	PUNCT
crl-16603	310	52	no	no	NOUN
crl-16603	310	53	.	.	NOUN
crl-16603	310	54	3/4	3/4	NUM
crl-16603	310	55	,	,	PUNCT
crl-16603	310	56	doi:10.1080/10691316	doi:10.1080/10691316	PROPN
crl-16603	310	57	.	.	PROPN
crl-16603	310	58	2013.829378	2013.829378	NUM
crl-16603	310	59	;	;	PUNCT
crl-16603	310	60	gregory	gregory	ADJ
crl-16603	310	61	a.	a.	NOUN
crl-16603	310	62	crawford	crawford	NOUN
crl-16603	310	63	,	,	PUNCT
crl-16603	310	64	“	"	PUNCT
crl-16603	310	65	the	the	DET
crl-16603	310	66	academic	academic	ADJ
crl-16603	310	67	library	library	NOUN
crl-16603	310	68	and	and	CCONJ
crl-16603	310	69	student	student	NOUN
crl-16603	310	70	retention	retention	NOUN
crl-16603	310	71	and	and	CCONJ
crl-16603	310	72	graduation	graduation	NOUN
crl-16603	310	73	:	:	PUNCT
crl-16603	310	74	an	an	DET
crl-16603	310	75	exploratory	exploratory	ADJ
crl-16603	310	76	study	study	NOUN
crl-16603	310	77	,	,	PUNCT
crl-16603	310	78	”	"	PUNCT
crl-16603	310	79	portal	portal	ADJ
crl-16603	310	80	:	:	PUNCT
crl-16603	310	81	libraries	library	NOUN
crl-16603	310	82	and	and	CCONJ
crl-16603	310	83	the	the	DET
crl-16603	310	84	academy	academy	NOUN
crl-16603	310	85	15	15	NUM
crl-16603	310	86	,	,	PUNCT
crl-16603	310	87	no	no	NOUN
crl-16603	310	88	.	.	NOUN
crl-16603	310	89	1	1	NUM
crl-16603	310	90	,	,	PUNCT
crl-16603	310	91	doi:10.1353	doi:10.1353	PROPN
crl-16603	310	92	/	/	SYM
crl-16603	310	93	pla.2015.0003	pla.2015.0003	NOUN
crl-16603	310	94	;	;	PUNCT
crl-16603	310	95	joseph	joseph	PROPN
crl-16603	310	96	r.	r.	PROPN
crl-16603	310	97	matthews	matthews	PROPN
crl-16603	310	98	,	,	PUNCT
crl-16603	310	99	library	library	NOUN
crl-16603	310	100	assessment	assessment	NOUN
crl-16603	310	101	in	in	ADP
crl-16603	310	102	higher	high	ADJ
crl-16603	310	103	education	education	NOUN
crl-16603	310	104	,	,	PUNCT
crl-16603	310	105	2nd	2nd	NOUN
crl-16603	310	106	ed	ed	PROPN
crl-16603	310	107	.	.	PUNCT
crl-16603	311	1	(	(	PUNCT
crl-16603	311	2	santa	santa	PROPN
crl-16603	311	3	barbara	barbara	PROPN
crl-16603	311	4	,	,	PUNCT
crl-16603	311	5	calif	calif	PROPN
crl-16603	311	6	.	.	PUNCT
crl-16603	311	7	:	:	PUNCT
crl-16603	311	8	libraries	librarie	VERB
crl-16603	311	9	unlimited	unlimited	ADJ
crl-16603	311	10	,	,	PUNCT
crl-16603	311	11	2014	2014	NUM
crl-16603	311	12	)	)	PUNCT
crl-16603	311	13	;	;	PUNCT
crl-16603	311	14	oakleaf	oakleaf	ADJ
crl-16603	311	15	,	,	PUNCT
crl-16603	311	16	“	"	PUNCT
crl-16603	311	17	the	the	DET
crl-16603	311	18	value	value	NOUN
crl-16603	311	19	of	of	ADP
crl-16603	311	20	academic	academic	ADJ
crl-16603	311	21	libraries	library	NOUN
crl-16603	311	22	”	"	PUNCT
crl-16603	311	23	;	;	PUNCT
crl-16603	311	24	john	john	PROPN
crl-16603	311	25	k.	k.	PROPN
crl-16603	311	26	stemmer	stemmer	PROPN
crl-16603	311	27	and	and	CCONJ
crl-16603	311	28	david	david	PROPN
crl-16603	311	29	m.	m.	PROPN
crl-16603	311	30	mahan	mahan	PROPN
crl-16603	311	31	,	,	PUNCT
crl-16603	311	32	“	"	PUNCT
crl-16603	311	33	investigating	investigate	VERB
crl-16603	311	34	the	the	DET
crl-16603	311	35	relationship	relationship	NOUN
crl-16603	311	36	of	of	ADP
crl-16603	311	37	library	library	NOUN
crl-16603	311	38	usage	usage	NOUN
crl-16603	311	39	to	to	ADP
crl-16603	311	40	student	student	NOUN
crl-16603	311	41	outcomes	outcome	NOUN
crl-16603	311	42	,	,	PUNCT
crl-16603	311	43	”	"	PUNCT
crl-16603	311	44	college	college	PROPN
crl-16603	311	45	&	&	CCONJ
crl-16603	311	46	research	research	PROPN
crl-16603	311	47	libraries	librarie	VERB
crl-16603	311	48	77	77	NUM
crl-16603	311	49	,	,	PUNCT
crl-16603	311	50	no	no	NOUN
crl-16603	311	51	.	.	NOUN
crl-16603	311	52	3	3	NUM
crl-16603	311	53	,	,	PUNCT
crl-16603	311	54	available	available	ADJ
crl-16603	311	55	online	online	ADV
crl-16603	311	56	at	at	ADP
crl-16603	311	57	https://crl.acrl.org/index.php/crl/article/view/16514	https://crl.acrl.org/index.php/crl/article/view/16514	NOUN
crl-16603	311	58	[	[	PUNCT
crl-16603	311	59	accessed	access	VERB
crl-16603	311	60	26	26	NUM
crl-16603	311	61	february	february	PROPN
crl-16603	311	62	2018	2018	NUM
crl-16603	311	63	]	]	PUNCT
crl-16603	311	64	.	.	PUNCT
crl-16603	312	1	50	50	NUM
crl-16603	312	2	.	.	PUNCT
crl-16603	312	3	association	association	PROPN
crl-16603	312	4	of	of	ADP
crl-16603	312	5	college	college	NOUN
crl-16603	312	6	and	and	CCONJ
crl-16603	312	7	research	research	NOUN
crl-16603	312	8	libraries	library	NOUN
crl-16603	312	9	,	,	PUNCT
crl-16603	312	10	“	"	PUNCT
crl-16603	312	11	standards	standard	NOUN
crl-16603	312	12	for	for	ADP
crl-16603	312	13	libraries	library	NOUN
crl-16603	312	14	in	in	ADP
crl-16603	312	15	higher	high	ADJ
crl-16603	312	16	education	education	NOUN
crl-16603	312	17	”	"	PUNCT
crl-16603	312	18	(	(	PUNCT
crl-16603	312	19	2011	2011	NUM
crl-16603	312	20	)	)	PUNCT
crl-16603	312	21	,	,	PUNCT
crl-16603	312	22	available	available	ADJ
crl-16603	312	23	online	online	ADV
crl-16603	312	24	at	at	ADP
crl-16603	312	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	312	26	.	.	PROPN
crl-16603	312	27	pdf	pdf	PROPN
crl-16603	312	28	[	[	PUNCT
crl-16603	312	29	accessed	access	VERB
crl-16603	312	30	26	26	NUM
crl-16603	312	31	february	february	PROPN
crl-16603	312	32	2018	2018	NUM
crl-16603	312	33	]	]	PUNCT
crl-16603	312	34	.	.	PUNCT
crl-16603	313	1	51	51	NUM
crl-16603	313	2	.	.	PUNCT
crl-16603	314	1	james	james	PROPN
crl-16603	314	2	j.	j.	PROPN
crl-16603	314	3	duderstadt	duderstadt	PROPN
crl-16603	314	4	,	,	PUNCT
crl-16603	314	5	“	"	PUNCT
crl-16603	314	6	possible	possible	ADJ
crl-16603	314	7	futures	future	NOUN
crl-16603	314	8	for	for	ADP
crl-16603	314	9	the	the	DET
crl-16603	314	10	research	research	NOUN
crl-16603	314	11	library	library	NOUN
crl-16603	314	12	in	in	ADP
crl-16603	314	13	the	the	DET
crl-16603	314	14	21st	21st	ADJ
crl-16603	314	15	century	century	NOUN
crl-16603	314	16	,	,	PUNCT
crl-16603	314	17	”	"	PUNCT
crl-16603	314	18	journal	journal	PROPN
crl-16603	314	19	of	of	ADP
crl-16603	314	20	library	library	PROPN
crl-16603	314	21	administration	administration	PROPN
crl-16603	314	22	49	49	NUM
crl-16603	314	23	,	,	PUNCT
crl-16603	314	24	no	no	INTJ
crl-16603	314	25	.	.	NOUN
crl-16603	315	1	3	3	NUM
crl-16603	315	2	:	:	SYM
crl-16603	315	3	220	220	NUM
crl-16603	315	4	,	,	PUNCT
crl-16603	315	5	doi:10.1080/01930820902784770	doi:10.1080/01930820902784770	VERB
crl-16603	315	6	.	.	PUNCT
crl-16603	316	1	52	52	NUM
crl-16603	316	2	.	.	PUNCT
crl-16603	317	1	kevin	kevin	PROPN
crl-16603	317	2	cullen	cullen	PROPN
crl-16603	317	3	,	,	PUNCT
crl-16603	317	4	“	"	PUNCT
crl-16603	317	5	delving	delve	VERB
crl-16603	317	6	into	into	ADP
crl-16603	317	7	data	datum	NOUN
crl-16603	317	8	,	,	PUNCT
crl-16603	317	9	”	"	PUNCT
crl-16603	317	10	library	library	PROPN
crl-16603	317	11	journal	journal	PROPN
crl-16603	317	12	130	130	NUM
crl-16603	317	13	,	,	PUNCT
crl-16603	317	14	no	no	INTJ
crl-16603	317	15	.	.	NOUN
crl-16603	317	16	13	13	NUM
crl-16603	317	17	,	,	PUNCT
crl-16603	317	18	available	available	ADJ
crl-16603	317	19	online	online	ADV
crl-16603	317	20	at	at	ADP
crl-16603	317	21	http://	http://	PROPN
crl-16603	317	22	lj.libraryjournal.com/2005/08/technology/delving-into-data/	lj.libraryjournal.com/2005/08/technology/delving-into-data/	PROPN
crl-16603	317	23	[	[	X
crl-16603	317	24	accessed	access	VERB
crl-16603	317	25	26	26	NUM
crl-16603	317	26	february	february	PROPN
crl-16603	317	27	2018	2018	NUM
crl-16603	317	28	]	]	PUNCT
crl-16603	317	29	;	;	PUNCT
crl-16603	317	30	scott	scott	PROPN
crl-16603	317	31	nicholson	nicholson	NOUN
crl-16603	317	32	,	,	PUNCT
crl-16603	317	33	“	"	PUNCT
crl-16603	317	34	approaching	approach	VERB
crl-16603	317	35	librarianship	librarianship	NOUN
crl-16603	317	36	from	from	ADP
crl-16603	317	37	the	the	DET
crl-16603	317	38	data	datum	NOUN
crl-16603	317	39	:	:	PUNCT
crl-16603	317	40	using	use	VERB
crl-16603	317	41	bibliomining	bibliomine	VERB
crl-16603	317	42	for	for	ADP
crl-16603	317	43	evidencebased	evidencebased	ADJ
crl-16603	317	44	librarianship	librarianship	NOUN
crl-16603	317	45	,	,	PUNCT
crl-16603	317	46	”	"	PUNCT
crl-16603	317	47	library	library	NOUN
crl-16603	317	48	hi	hi	INTJ
crl-16603	317	49	tech	tech	PROPN
crl-16603	317	50	24	24	NUM
crl-16603	317	51	,	,	PUNCT
crl-16603	317	52	no	no	NOUN
crl-16603	317	53	.	.	NOUN
crl-16603	317	54	3	3	NUM
crl-16603	317	55	,	,	PUNCT
crl-16603	317	56	doi:10.1108/07378830610692136	doi:10.1108/07378830610692136	NOUN
crl-16603	317	57	;	;	PUNCT
crl-16603	317	58	chwei	chwei	PROPN
crl-16603	317	59	-	-	PUNCT
crl-16603	317	60	shyong	shyong	PROPN
crl-16603	317	61	tsai	tsai	PROPN
crl-16603	317	62	and	and	CCONJ
crl-16603	317	63	mu	mu	PROPN
crl-16603	317	64	-	-	PUNCT
crl-16603	317	65	yen	yen	PROPN
crl-16603	317	66	chen	chen	PROPN
crl-16603	317	67	,	,	PUNCT
crl-16603	317	68	“	"	PUNCT
crl-16603	317	69	using	use	VERB
crl-16603	317	70	adaptive	adaptive	ADJ
crl-16603	317	71	resonance	resonance	NOUN
crl-16603	317	72	theory	theory	NOUN
crl-16603	317	73	and	and	CCONJ
crl-16603	317	74	data	data	NOUN
crl-16603	317	75	-	-	PUNCT
crl-16603	317	76	mining	mining	NOUN
crl-16603	317	77	techniques	technique	NOUN
crl-16603	317	78	for	for	ADP
crl-16603	317	79	materials	material	NOUN
crl-16603	317	80	recommendation	recommendation	NOUN
crl-16603	317	81	based	base	VERB
crl-16603	317	82	on	on	ADP
crl-16603	317	83	the	the	DET
crl-16603	317	84	e	e	PROPN
crl-16603	317	85	-	-	NOUN
crl-16603	317	86	library	library	PROPN
crl-16603	317	87	environment	environment	NOUN
crl-16603	317	88	,	,	PUNCT
crl-16603	317	89	”	"	PUNCT
crl-16603	317	90	electronic	electronic	ADJ
crl-16603	317	91	library	library	NOUN
crl-16603	317	92	26	26	NUM
crl-16603	317	93	,	,	PUNCT
crl-16603	317	94	no	no	INTJ
crl-16603	317	95	.	.	NOUN
crl-16603	317	96	3	3	NUM
crl-16603	317	97	,	,	PUNCT
crl-16603	317	98	doi:10.1108/02640470810879455	doi:10.1108/02640470810879455	PROPN
crl-16603	317	99	.	.	PROPN
crl-16603	318	1	53	53	NUM
crl-16603	318	2	.	.	X
crl-16603	318	3	margie	margie	PROPN
crl-16603	318	4	jantti	jantti	PROPN
crl-16603	318	5	,	,	PUNCT
crl-16603	318	6	“	"	PUNCT
crl-16603	318	7	libraries	library	NOUN
crl-16603	318	8	and	and	CCONJ
crl-16603	318	9	big	big	ADJ
crl-16603	318	10	data	datum	NOUN
crl-16603	318	11	:	:	PUNCT
crl-16603	318	12	a	a	DET
crl-16603	318	13	new	new	ADJ
crl-16603	318	14	view	view	NOUN
crl-16603	318	15	on	on	ADP
crl-16603	318	16	impact	impact	NOUN
crl-16603	318	17	and	and	CCONJ
crl-16603	318	18	affect	affect	VERB
crl-16603	318	19	,	,	PUNCT
crl-16603	318	20	”	"	PUNCT
crl-16603	318	21	in	in	ADP
crl-16603	318	22	quality	quality	NOUN
crl-16603	318	23	and	and	CCONJ
crl-16603	318	24	the	the	DET
crl-16603	318	25	academic	academic	ADJ
crl-16603	318	26	library	library	NOUN
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crl-16603	318	28	reviewing	review	VERB
crl-16603	318	29	,	,	PUNCT
crl-16603	318	30	assessing	assess	VERB
crl-16603	318	31	and	and	CCONJ
crl-16603	318	32	enhancing	enhance	VERB
crl-16603	318	33	service	service	NOUN
crl-16603	318	34	provision	provision	NOUN
crl-16603	318	35	,	,	PUNCT
crl-16603	318	36	ed	ed	NOUN
crl-16603	318	37	.	.	PUNCT
crl-16603	319	1	jeremy	jeremy	PROPN
crl-16603	319	2	atkinson	atkinson	PROPN
crl-16603	319	3	(	(	PUNCT
crl-16603	319	4	cambridge	cambridge	PROPN
crl-16603	319	5	:	:	PUNCT
crl-16603	319	6	chandos	chando	NOUN
crl-16603	319	7	publishing	publishing	NOUN
crl-16603	319	8	,	,	PUNCT
crl-16603	319	9	2016	2016	NUM
crl-16603	319	10	)	)	PUNCT
crl-16603	319	11	;	;	PUNCT
crl-16603	319	12	john	john	PROPN
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crl-16603	319	14	,	,	PUNCT
crl-16603	319	15	scott	scott	PROPN
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crl-16603	319	18	dingding	dingde	VERB
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crl-16603	319	21	and	and	CCONJ
crl-16603	319	22	mitsunori	mitsunori	PROPN
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crl-16603	319	25	“	"	PUNCT
crl-16603	319	26	mining	mining	NOUN
crl-16603	319	27	library	library	NOUN
crl-16603	319	28	and	and	CCONJ
crl-16603	319	29	university	university	NOUN
crl-16603	319	30	data	datum	NOUN
crl-16603	319	31	to	to	PART
crl-16603	319	32	understand	understand	VERB
crl-16603	319	33	library	library	NOUN
crl-16603	319	34	use	use	NOUN
crl-16603	319	35	patterns	pattern	NOUN
crl-16603	319	36	,	,	PUNCT
crl-16603	319	37	”	"	PUNCT
crl-16603	319	38	electronic	electronic	ADJ
crl-16603	319	39	library	library	NOUN
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crl-16603	319	41	,	,	PUNCT
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crl-16603	319	45	,	,	PUNCT
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crl-16603	319	47	/	/	SYM
crl-16603	319	48	el-07	el-07	NOUN
crl-16603	319	49	-	-	PUNCT
crl-16603	319	50	2013	2013	NUM
crl-16603	319	51	-	-	SYM
crl-16603	319	52	0136	0136	NUM
crl-16603	319	53	.	.	PUNCT
crl-16603	320	1	54	54	NUM
crl-16603	320	2	.	.	PUNCT
crl-16603	321	1	jantti	jantti	PROPN
crl-16603	321	2	and	and	CCONJ
crl-16603	321	3	cox	cox	PROPN
crl-16603	321	4	,	,	PUNCT
crl-16603	321	5	“	"	PUNCT
crl-16603	321	6	measuring	measure	VERB
crl-16603	321	7	the	the	DET
crl-16603	321	8	value	value	NOUN
crl-16603	321	9	,	,	PUNCT
crl-16603	321	10	”	"	PUNCT
crl-16603	321	11	166	166	NUM
crl-16603	321	12	.	.	PUNCT
crl-16603	322	1	55	55	NUM
crl-16603	322	2	.	.	PUNCT
crl-16603	323	1	ellen	ellen	PROPN
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crl-16603	323	4	graham	graham	PROPN
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crl-16603	323	6	,	,	PUNCT
crl-16603	323	7	“	"	PUNCT
crl-16603	323	8	understanding	understand	VERB
crl-16603	323	9	patterns	pattern	NOUN
crl-16603	323	10	of	of	ADP
crl-16603	323	11	library	library	NOUN
crl-16603	323	12	use	use	NOUN
crl-16603	323	13	among	among	ADP
crl-16603	323	14	undergraduate	undergraduate	ADJ
crl-16603	323	15	students	student	NOUN
crl-16603	323	16	from	from	ADP
crl-16603	323	17	different	different	ADJ
crl-16603	323	18	disciplines	discipline	NOUN
crl-16603	323	19	,	,	PUNCT
crl-16603	323	20	”	"	PUNCT
crl-16603	323	21	evidence	evidence	NOUN
crl-16603	323	22	based	base	VERB
crl-16603	323	23	library	library	NOUN
crl-16603	323	24	and	and	CCONJ
crl-16603	323	25	information	information	NOUN
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crl-16603	323	28	,	,	PUNCT
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crl-16603	323	32	,	,	PUNCT
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crl-16603	323	36	;	;	PUNCT
crl-16603	323	37	graham	graham	PROPN
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crl-16603	323	40	bryony	bryony	NOUN
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crl-16603	323	42	,	,	PUNCT
crl-16603	323	43	“	"	PUNCT
crl-16603	323	44	library	library	NOUN
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crl-16603	323	48	:	:	PUNCT
crl-16603	323	49	looking	look	VERB
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crl-16603	323	51	the	the	DET
crl-16603	323	52	link	link	NOUN
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crl-16603	323	60	”	"	PUNCT
crl-16603	323	61	college	college	PROPN
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crl-16603	323	66	,	,	PUNCT
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crl-16603	323	70	,	,	PUNCT
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crl-16603	323	74	-	-	PUNCT
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crl-16603	323	76	.	.	PUNCT
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crl-16603	323	78	.	.	PUNCT
crl-16603	324	1	shane	shane	ADJ
crl-16603	324	2	nackerud	nackerud	PROPN
crl-16603	324	3	,	,	PUNCT
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crl-16603	324	7	kate	kate	PROPN
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crl-16603	324	13	,	,	PUNCT
crl-16603	324	14	“	"	PUNCT
crl-16603	324	15	analyzing	analyze	VERB
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crl-16603	324	17	:	:	PUNCT
crl-16603	324	18	assessing	assess	VERB
crl-16603	324	19	library	library	NOUN
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crl-16603	324	21	across	across	ADP
crl-16603	324	22	the	the	DET
crl-16603	324	23	institution	institution	NOUN
crl-16603	324	24	,	,	PUNCT
crl-16603	324	25	”	"	PUNCT
crl-16603	324	26	portal	portal	ADJ
crl-16603	324	27	:	:	PUNCT
crl-16603	324	28	libraries	library	NOUN
crl-16603	324	29	and	and	CCONJ
crl-16603	324	30	the	the	DET
crl-16603	324	31	academy	academy	NOUN
crl-16603	324	32	13	13	NUM
crl-16603	324	33	,	,	PUNCT
crl-16603	324	34	no	no	NOUN
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crl-16603	324	37	,	,	PUNCT
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crl-16603	324	39	/	/	SYM
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crl-16603	324	41	;	;	PUNCT
crl-16603	324	42	krista	krista	PROPN
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crl-16603	324	44	soria	soria	PROPN
crl-16603	324	45	,	,	PUNCT
crl-16603	324	46	jan	jan	PROPN
crl-16603	324	47	fransen	fransen	PROPN
crl-16603	324	48	,	,	PUNCT
crl-16603	324	49	and	and	CCONJ
crl-16603	324	50	shane	shane	ADJ
crl-16603	324	51	nackerud	nackerud	NOUN
crl-16603	324	52	,	,	PUNCT
crl-16603	324	53	“	"	PUNCT
crl-16603	324	54	library	library	NOUN
crl-16603	324	55	use	use	NOUN
crl-16603	324	56	and	and	CCONJ
crl-16603	324	57	undergraduate	undergraduate	ADJ
crl-16603	324	58	student	student	NOUN
crl-16603	324	59	outcomes	outcome	NOUN
crl-16603	324	60	:	:	PUNCT
crl-16603	324	61	new	new	ADJ
crl-16603	324	62	evidence	evidence	NOUN
crl-16603	324	63	for	for	ADP
crl-16603	324	64	students	student	NOUN
crl-16603	324	65	’	’	PART
crl-16603	324	66	retention	retention	NOUN
crl-16603	324	67	and	and	CCONJ
crl-16603	324	68	academic	academic	ADJ
crl-16603	324	69	success	success	NOUN
crl-16603	324	70	,	,	PUNCT
crl-16603	324	71	”	"	PUNCT
crl-16603	324	72	portal	portal	ADJ
crl-16603	324	73	:	:	PUNCT
crl-16603	324	74	libraries	library	NOUN
crl-16603	324	75	and	and	CCONJ
crl-16603	324	76	the	the	DET
crl-16603	324	77	academy	academy	NOUN
crl-16603	324	78	13	13	NUM
crl-16603	324	79	,	,	PUNCT
crl-16603	324	80	no	no	NOUN
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crl-16603	324	83	,	,	PUNCT
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crl-16603	324	87	.	.	PUNCT
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crl-16603	325	2	.	.	PUNCT
crl-16603	326	1	nackerud	nackerud	PROPN
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crl-16603	326	6	,	,	PUNCT
crl-16603	326	7	and	and	CCONJ
crl-16603	326	8	mastel	mastel	NOUN
crl-16603	326	9	,	,	PUNCT
crl-16603	326	10	“	"	PUNCT
crl-16603	326	11	analyzing	analyze	VERB
crl-16603	326	12	demographics	demographic	NOUN
crl-16603	326	13	,	,	PUNCT
crl-16603	326	14	”	"	PUNCT
crl-16603	326	15	133	133	NUM
crl-16603	326	16	.	.	PUNCT
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crl-16603	327	2	.	.	PUNCT
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crl-16603	327	10	“	"	PUNCT
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crl-16603	327	13	intelligence	intelligence	NOUN
crl-16603	327	14	required	require	VERB
crl-16603	327	15	for	for	ADP
crl-16603	327	16	targeted	target	VERB
crl-16603	327	17	marketing	marketing	NOUN
crl-16603	327	18	,	,	PUNCT
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crl-16603	327	28	”	"	PUNCT
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crl-16603	327	34	34	34	NUM
crl-16603	327	35	,	,	PUNCT
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crl-16603	327	56	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
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crl-16603	327	64	https://doi.org/10.1080/10691316.2013.829378	https://doi.org/10.1080/10691316.2013.829378	NOUN
crl-16603	328	1	https://doi.org/10.1353/pla.2015.0003	https://doi.org/10.1353/pla.2015.0003	NOUN
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crl-16603	328	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
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crl-16603	328	6	http://lj.libraryjournal.com/2005/08/technology/delving-into-data/	http://lj.libraryjournal.com/2005/08/technology/delving-into-data/	NUM
crl-16603	328	7	http://lj.libraryjournal.com/2005/08/technology/delving-into-data/	http://lj.libraryjournal.com/2005/08/technology/delving-into-data/	NUM
crl-16603	329	1	https://doi.org/10.1108/07378830610692136	https://doi.org/10.1108/07378830610692136	X
crl-16603	330	1	https://doi.org/10.1108/02640470810879455	https://doi.org/10.1108/02640470810879455	INTJ
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crl-16603	330	4	https://doi.org/10.5860/crl12-406	https://doi.org/10.5860/crl12-406	VERB
crl-16603	330	5	https://doi.org/10.1353/pla.2013.0017	https://doi.org/10.1353/pla.2013.0017	X
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crl-16603	330	7	https://doi.org/10.1016/j.lisr.2012.06.002	https://doi.org/10.1016/j.lisr.2012.06.002	PROPN
crl-16603	330	8	learning	learning	NOUN
crl-16603	330	9	analytics	analytic	NOUN
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crl-16603	330	11	the	the	DET
crl-16603	330	12	academic	academic	ADJ
crl-16603	330	13	library	library	NOUN
crl-16603	330	14	321	321	NUM
crl-16603	330	15	present	present	ADJ
crl-16603	330	16	and	and	CCONJ
crl-16603	330	17	future	future	NOUN
crl-16603	330	18	of	of	ADP
crl-16603	330	19	measurement	measurement	NOUN
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crl-16603	330	24	”	"	PUNCT
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crl-16603	330	27	36	36	NUM
crl-16603	330	28	,	,	PUNCT
crl-16603	330	29	no	no	NOUN
crl-16603	330	30	.	.	NOUN
crl-16603	330	31	3	3	NUM
crl-16603	330	32	,	,	PUNCT
crl-16603	330	33	doi:10.1108/	doi:10.1108/	PROPN
crl-16603	330	34	lm-09	lm-09	NOUN
crl-16603	330	35	-	-	PUNCT
crl-16603	330	36	2014	2014	NUM
crl-16603	330	37	-	-	PUNCT
crl-16603	330	38	0103	0103	NUM
crl-16603	330	39	;	;	PUNCT
crl-16603	330	40	jantti	jantti	PROPN
crl-16603	330	41	,	,	PUNCT
crl-16603	330	42	“	"	PUNCT
crl-16603	330	43	libraries	library	NOUN
crl-16603	330	44	and	and	CCONJ
crl-16603	330	45	big	big	ADJ
crl-16603	330	46	data	datum	NOUN
crl-16603	330	47	”	"	PUNCT
crl-16603	330	48	;	;	PUNCT
crl-16603	330	49	jantti	jantti	PROPN
crl-16603	330	50	and	and	CCONJ
crl-16603	330	51	cox	cox	PROPN
crl-16603	330	52	,	,	PUNCT
crl-16603	330	53	“	"	PUNCT
crl-16603	330	54	measuring	measure	VERB
crl-16603	330	55	the	the	DET
crl-16603	330	56	value	value	NOUN
crl-16603	330	57	”	"	PUNCT
crl-16603	330	58	;	;	PUNCT
crl-16603	330	59	alison	alison	PROPN
crl-16603	330	60	pepper	pepper	PROPN
crl-16603	330	61	and	and	CCONJ
crl-16603	330	62	margie	margie	PROPN
crl-16603	330	63	jantti	jantti	PROPN
crl-16603	330	64	,	,	PUNCT
crl-16603	330	65	“	"	PUNCT
crl-16603	330	66	the	the	DET
crl-16603	330	67	tipping	tipping	NOUN
crl-16603	330	68	point	point	NOUN
crl-16603	330	69	:	:	PUNCT
crl-16603	330	70	how	how	SCONJ
crl-16603	330	71	granular	granular	ADJ
crl-16603	330	72	statistics	statistic	NOUN
crl-16603	330	73	can	can	AUX
crl-16603	330	74	make	make	VERB
crl-16603	330	75	a	a	DET
crl-16603	330	76	big	big	ADJ
crl-16603	330	77	difference	difference	NOUN
crl-16603	330	78	in	in	ADP
crl-16603	330	79	understanding	understanding	NOUN
crl-16603	330	80	and	and	CCONJ
crl-16603	330	81	demonstrating	demonstrating	NOUN
crl-16603	330	82	value	value	NOUN
crl-16603	330	83	”	"	PUNCT
crl-16603	330	84	(	(	PUNCT
crl-16603	330	85	paper	paper	NOUN
crl-16603	330	86	presented	present	VERB
crl-16603	330	87	at	at	ADP
crl-16603	330	88	the	the	DET
crl-16603	330	89	annual	annual	ADJ
crl-16603	330	90	meeting	meeting	NOUN
crl-16603	330	91	of	of	ADP
crl-16603	330	92	the	the	DET
crl-16603	330	93	australian	australian	ADJ
crl-16603	330	94	library	library	NOUN
crl-16603	330	95	and	and	CCONJ
crl-16603	330	96	information	information	NOUN
crl-16603	330	97	association	association	NOUN
crl-16603	330	98	information	information	PROPN
crl-16603	330	99	online	online	PROPN
crl-16603	330	100	,	,	PUNCT
crl-16603	330	101	australia	australia	PROPN
crl-16603	330	102	,	,	PUNCT
crl-16603	330	103	2015	2015	NUM
crl-16603	330	104	)	)	PUNCT
crl-16603	330	105	.	.	PUNCT
crl-16603	331	1	59	59	NUM
crl-16603	331	2	.	.	PUNCT
crl-16603	331	3	alan	alan	PROPN
crl-16603	331	4	rubel	rubel	PROPN
crl-16603	331	5	and	and	CCONJ
crl-16603	331	6	mei	mei	PROPN
crl-16603	331	7	zhang	zhang	PROPN
crl-16603	331	8	,	,	PUNCT
crl-16603	331	9	“	"	PUNCT
crl-16603	331	10	four	four	NUM
crl-16603	331	11	facets	facet	NOUN
crl-16603	331	12	of	of	ADP
crl-16603	331	13	privacy	privacy	NOUN
crl-16603	331	14	and	and	CCONJ
crl-16603	331	15	intellectual	intellectual	ADJ
crl-16603	331	16	freedom	freedom	NOUN
crl-16603	331	17	in	in	ADP
crl-16603	331	18	licensing	license	VERB
crl-16603	331	19	contracts	contract	NOUN
crl-16603	331	20	for	for	ADP
crl-16603	331	21	electronic	electronic	ADJ
crl-16603	331	22	journals	journal	NOUN
crl-16603	331	23	,	,	PUNCT
crl-16603	331	24	”	"	PUNCT
crl-16603	331	25	college	college	PROPN
crl-16603	331	26	&	&	CCONJ
crl-16603	331	27	research	research	PROPN
crl-16603	331	28	libraries	librarie	VERB
crl-16603	331	29	76	76	NUM
crl-16603	331	30	,	,	PUNCT
crl-16603	331	31	no	no	NOUN
crl-16603	331	32	.	.	NOUN
crl-16603	331	33	4	4	NUM
crl-16603	331	34	,	,	PUNCT
crl-16603	331	35	doi:10.5860	doi:10.5860	PROPN
crl-16603	331	36	/	/	SYM
crl-16603	331	37	crl.76.4.427	crl.76.4.427	NOUN
crl-16603	331	38	.	.	NOUN
crl-16603	332	1	60	60	NUM
crl-16603	332	2	.	.	PUNCT
crl-16603	333	1	cox	cox	PROPN
crl-16603	333	2	and	and	CCONJ
crl-16603	333	3	jantti	jantti	PROPN
crl-16603	333	4	,	,	PUNCT
crl-16603	333	5	“	"	PUNCT
crl-16603	333	6	capturing	capture	VERB
crl-16603	333	7	business	business	NOUN
crl-16603	333	8	intelligence	intelligence	NOUN
crl-16603	333	9	,	,	PUNCT
crl-16603	333	10	”	"	PUNCT
crl-16603	333	11	310	310	NUM
crl-16603	333	12	.	.	NUM
crl-16603	333	13	61	61	NUM
crl-16603	333	14	.	.	PUNCT
crl-16603	333	15	jantti	jantti	PROPN
crl-16603	333	16	,	,	PUNCT
crl-16603	333	17	“	"	PUNCT
crl-16603	333	18	libraries	library	NOUN
crl-16603	333	19	and	and	CCONJ
crl-16603	333	20	big	big	ADJ
crl-16603	333	21	data	datum	NOUN
crl-16603	333	22	.	.	PUNCT
crl-16603	333	23	”	"	PUNCT
crl-16603	334	1	62	62	NUM
crl-16603	334	2	.	.	PUNCT
crl-16603	335	1	ibid	ibid	PROPN
crl-16603	335	2	.	.	PUNCT
crl-16603	335	3	,	,	PUNCT
crl-16603	335	4	272	272	NUM
crl-16603	335	5	.	.	NUM
crl-16603	336	1	63	63	NUM
crl-16603	336	2	.	.	PUNCT
crl-16603	337	1	alexandra	alexandra	PROPN
crl-16603	337	2	alter	alter	PROPN
crl-16603	337	3	and	and	CCONJ
crl-16603	337	4	karl	karl	PROPN
crl-16603	337	5	russell	russell	PROPN
crl-16603	337	6	,	,	PUNCT
crl-16603	337	7	“	"	PUNCT
crl-16603	337	8	moneyball	moneyball	NOUN
crl-16603	337	9	for	for	ADP
crl-16603	337	10	book	book	NOUN
crl-16603	337	11	publishers	publisher	NOUN
crl-16603	337	12	:	:	PUNCT
crl-16603	337	13	a	a	DET
crl-16603	337	14	detailed	detailed	ADJ
crl-16603	337	15	look	look	NOUN
crl-16603	337	16	at	at	ADP
crl-16603	337	17	how	how	SCONJ
crl-16603	337	18	we	we	PRON
crl-16603	337	19	read	read	VERB
crl-16603	337	20	,	,	PUNCT
crl-16603	337	21	”	"	PUNCT
crl-16603	337	22	new	new	PROPN
crl-16603	337	23	york	york	PROPN
crl-16603	337	24	times	times	PROPN
crl-16603	337	25	(	(	PUNCT
crl-16603	337	26	mar	mar	PROPN
crl-16603	337	27	.	.	PROPN
crl-16603	337	28	14	14	NUM
crl-16603	337	29	,	,	PUNCT
crl-16603	337	30	2016	2016	NUM
crl-16603	337	31	)	)	PUNCT
crl-16603	337	32	,	,	PUNCT
crl-16603	337	33	available	available	ADJ
crl-16603	337	34	online	online	ADV
crl-16603	337	35	at	at	ADP
crl-16603	337	36	www.nytimes.com/2016/03/15/	www.nytimes.com/2016/03/15/	PROPN
crl-16603	337	37	business	business	NOUN
crl-16603	337	38	/	/	SYM
crl-16603	337	39	media	media	NOUN
crl-16603	337	40	/	/	SYM
crl-16603	337	41	moneyball	moneyball	NOUN
crl-16603	337	42	-	-	PUNCT
crl-16603	337	43	for	for	ADP
crl-16603	337	44	-	-	PUNCT
crl-16603	337	45	book	book	NOUN
crl-16603	337	46	-	-	PUNCT
crl-16603	337	47	publishers	publisher	NOUN
crl-16603	337	48	-	-	PUNCT
crl-16603	337	49	for	for	ADP
crl-16603	337	50	-	-	PUNCT
crl-16603	337	51	a	a	PRON
crl-16603	337	52	-	-	PUNCT
crl-16603	337	53	detailed	detail	VERB
crl-16603	337	54	-	-	PUNCT
crl-16603	337	55	look	look	NOUN
crl-16603	337	56	-	-	PUNCT
crl-16603	337	57	at	at	ADP
crl-16603	337	58	-	-	PUNCT
crl-16603	337	59	how	how	NOUN
crl-16603	337	60	-	-	PUNCT
crl-16603	337	61	we	we	PRON
crl-16603	337	62	-	-	PUNCT
crl-16603	337	63	read.html	read.html	X
crl-16603	337	64	[	[	X
crl-16603	337	65	accessed	access	VERB
crl-16603	337	66	26	26	NUM
crl-16603	337	67	february	february	PROPN
crl-16603	337	68	2018	2018	NUM
crl-16603	337	69	]	]	PUNCT
crl-16603	337	70	;	;	PUNCT
crl-16603	337	71	elizabeth	elizabeth	PROPN
crl-16603	337	72	henslee	henslee	PROPN
crl-16603	337	73	,	,	PUNCT
crl-16603	337	74	“	"	PUNCT
crl-16603	337	75	down	down	ADP
crl-16603	337	76	the	the	DET
crl-16603	337	77	rabbit	rabbit	NOUN
crl-16603	337	78	hole	hole	NOUN
crl-16603	337	79	:	:	PUNCT
crl-16603	337	80	e	e	NOUN
crl-16603	337	81	-	-	NOUN
crl-16603	337	82	books	book	NOUN
crl-16603	337	83	and	and	CCONJ
crl-16603	337	84	user	user	NOUN
crl-16603	337	85	privacy	privacy	NOUN
crl-16603	337	86	in	in	ADP
crl-16603	337	87	the	the	DET
crl-16603	337	88	21st	21st	ADJ
crl-16603	337	89	century	century	NOUN
crl-16603	337	90	,	,	PUNCT
crl-16603	337	91	”	"	PUNCT
crl-16603	337	92	creighton	creighton	PROPN
crl-16603	337	93	law	law	PROPN
crl-16603	337	94	review	review	NOUN
crl-16603	337	95	49	49	NUM
crl-16603	337	96	,	,	PUNCT
crl-16603	337	97	no	no	INTJ
crl-16603	337	98	.	.	NOUN
crl-16603	337	99	1	1	NUM
crl-16603	337	100	.	.	NUM
crl-16603	337	101	64	64	NUM
crl-16603	337	102	.	.	PUNCT
crl-16603	338	1	trina	trina	PROPN
crl-16603	338	2	j.	j.	PROPN
crl-16603	338	3	magi	magi	PROPN
crl-16603	338	4	,	,	PUNCT
crl-16603	338	5	“	"	PUNCT
crl-16603	338	6	a	a	DET
crl-16603	338	7	content	content	NOUN
crl-16603	338	8	analysis	analysis	NOUN
crl-16603	338	9	of	of	ADP
crl-16603	338	10	library	library	NOUN
crl-16603	338	11	vendor	vendor	NOUN
crl-16603	338	12	privacy	privacy	NOUN
crl-16603	338	13	policies	policy	NOUN
crl-16603	338	14	:	:	PUNCT
crl-16603	338	15	do	do	AUX
crl-16603	338	16	they	they	PRON
crl-16603	338	17	meet	meet	VERB
crl-16603	338	18	our	our	PRON
crl-16603	338	19	standards	standard	NOUN
crl-16603	338	20	?	?	PUNCT
crl-16603	338	21	”	"	PUNCT
crl-16603	338	22	college	college	NOUN
crl-16603	338	23	and	and	CCONJ
crl-16603	338	24	research	research	NOUN
crl-16603	338	25	libraries	library	NOUN
crl-16603	338	26	71	71	NUM
crl-16603	338	27	,	,	PUNCT
crl-16603	338	28	no	no	NOUN
crl-16603	338	29	.	.	NOUN
crl-16603	338	30	3	3	NUM
crl-16603	338	31	,	,	PUNCT
crl-16603	338	32	doi:10.5860/0710254	doi:10.5860/0710254	NOUN
crl-16603	338	33	.	.	PUNCT
crl-16603	339	1	65	65	NUM
crl-16603	339	2	.	.	PUNCT
crl-16603	339	3	sam	sam	PROPN
crl-16603	339	4	van	van	PROPN
crl-16603	339	5	horne	horne	PROPN
crl-16603	339	6	,	,	PUNCT
crl-16603	339	7	jae	jae	NOUN
crl-16603	339	8	-	-	PUNCT
crl-16603	339	9	eun	eun	PROPN
crl-16603	339	10	russell	russell	NOUN
crl-16603	339	11	,	,	PUNCT
crl-16603	339	12	and	and	CCONJ
crl-16603	339	13	kathy	kathy	PROPN
crl-16603	339	14	l.	l.	PROPN
crl-16603	339	15	schuh	schuh	PROPN
crl-16603	339	16	,	,	PUNCT
crl-16603	339	17	“	"	PUNCT
crl-16603	339	18	assessment	assessment	NOUN
crl-16603	339	19	with	with	ADP
crl-16603	339	20	e	e	NOUN
crl-16603	339	21	-	-	NOUN
crl-16603	339	22	textbook	textbook	NOUN
crl-16603	339	23	analytics	analytic	NOUN
crl-16603	339	24	”	"	PUNCT
crl-16603	339	25	(	(	PUNCT
crl-16603	339	26	2015	2015	NUM
crl-16603	339	27	)	)	PUNCT
crl-16603	339	28	,	,	PUNCT
crl-16603	339	29	available	available	ADJ
crl-16603	339	30	online	online	ADV
crl-16603	339	31	at	at	ADP
crl-16603	339	32	https://library.educause.edu/resources/2015/2/assessmentwith-etextbook-analytics	https://library.educause.edu/resources/2015/2/assessmentwith-etextbook-analytics	PUNCT
crl-16603	340	1	[	[	X
crl-16603	340	2	accessed	access	VERB
crl-16603	340	3	26	26	NUM
crl-16603	340	4	february	february	PROPN
crl-16603	340	5	2018	2018	NUM
crl-16603	340	6	]	]	PUNCT
crl-16603	340	7	;	;	PUNCT
crl-16603	340	8	marc	marc	PROPN
crl-16603	340	9	parry	parry	PROPN
crl-16603	340	10	,	,	PUNCT
crl-16603	340	11	“	"	PUNCT
crl-16603	340	12	now	now	ADV
crl-16603	340	13	e	e	NOUN
crl-16603	340	14	-	-	NOUN
crl-16603	340	15	textbooks	textbook	NOUN
crl-16603	340	16	can	can	AUX
crl-16603	340	17	report	report	VERB
crl-16603	340	18	back	back	ADP
crl-16603	340	19	on	on	ADP
crl-16603	340	20	students	student	NOUN
crl-16603	340	21	’	’	PART
crl-16603	340	22	reading	reading	NOUN
crl-16603	340	23	habits	habit	NOUN
crl-16603	340	24	,	,	PUNCT
crl-16603	340	25	”	"	PUNCT
crl-16603	340	26	chronicle	chronicle	NOUN
crl-16603	340	27	of	of	ADP
crl-16603	340	28	higher	high	ADJ
crl-16603	340	29	education	education	NOUN
crl-16603	340	30	(	(	PUNCT
crl-16603	340	31	nov	nov	PROPN
crl-16603	340	32	.	.	PROPN
crl-16603	340	33	8	8	NUM
crl-16603	340	34	,	,	PUNCT
crl-16603	340	35	2012	2012	NUM
crl-16603	340	36	)	)	PUNCT
crl-16603	340	37	,	,	PUNCT
crl-16603	340	38	available	available	ADJ
crl-16603	340	39	online	online	ADV
crl-16603	340	40	at	at	ADP
crl-16603	340	41	https://	https://	PROPN
crl-16603	340	42	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	PROPN
crl-16603	340	43	[	[	X
crl-16603	340	44	accessed	access	VERB
crl-16603	340	45	26	26	NUM
crl-16603	340	46	february	february	PROPN
crl-16603	340	47	2018	2018	NUM
crl-16603	340	48	]	]	PUNCT
crl-16603	340	49	.	.	PUNCT
crl-16603	341	1	66	66	NUM
crl-16603	341	2	.	.	PUNCT
crl-16603	342	1	larry	larry	PROPN
crl-16603	342	2	johnson	johnson	PROPN
crl-16603	342	3	,	,	PUNCT
crl-16603	342	4	samantha	samantha	VERB
crl-16603	342	5	adams	adams	PROPN
crl-16603	342	6	becker	becker	PROPN
crl-16603	342	7	,	,	PUNCT
crl-16603	342	8	s.v	s.v	PROPN
crl-16603	342	9	.	.	PROPN
crl-16603	342	10	estrada	estrada	PROPN
crl-16603	342	11	,	,	PUNCT
crl-16603	342	12	and	and	CCONJ
crl-16603	342	13	a.	a.	PROPN
crl-16603	342	14	freeman	freeman	PROPN
crl-16603	342	15	,	,	PUNCT
crl-16603	342	16	“	"	PUNCT
crl-16603	342	17	nmc	nmc	PROPN
crl-16603	342	18	horizon	horizon	NOUN
crl-16603	342	19	report	report	NOUN
crl-16603	342	20	:	:	PUNCT
crl-16603	342	21	2015	2015	NUM
crl-16603	342	22	library	library	NOUN
crl-16603	342	23	edition	edition	NOUN
crl-16603	342	24	”	"	PUNCT
crl-16603	342	25	(	(	PUNCT
crl-16603	342	26	2015	2015	NUM
crl-16603	342	27	)	)	PUNCT
crl-16603	342	28	,	,	PUNCT
crl-16603	342	29	available	available	ADJ
crl-16603	342	30	online	online	ADV
crl-16603	342	31	at	at	ADP
crl-16603	342	32	www.nmc.org/publication/nmc-horizonreport-2015-library-edition/	www.nmc.org/publication/nmc-horizonreport-2015-library-edition/	NOUN
crl-16603	342	33	[	[	AUX
crl-16603	342	34	accessed	access	VERB
crl-16603	342	35	26	26	NUM
crl-16603	342	36	february	february	PROPN
crl-16603	342	37	2018	2018	NUM
crl-16603	342	38	]	]	PUNCT
crl-16603	342	39	.	.	PUNCT
crl-16603	343	1	67	67	NUM
crl-16603	343	2	.	.	PUNCT
crl-16603	344	1	“	"	PUNCT
crl-16603	344	2	measure	measure	VERB
crl-16603	344	3	the	the	DET
crl-16603	344	4	future	future	NOUN
crl-16603	344	5	”	"	PUNCT
crl-16603	344	6	(	(	PUNCT
crl-16603	344	7	n.d	n.d	PROPN
crl-16603	344	8	.	.	PROPN
crl-16603	344	9	)	)	PUNCT
crl-16603	344	10	,	,	PUNCT
crl-16603	344	11	available	available	ADJ
crl-16603	344	12	online	online	ADV
crl-16603	344	13	at	at	ADP
crl-16603	344	14	http://measurethefuture.net	http://measurethefuture.net	PRON
crl-16603	344	15	[	[	X
crl-16603	344	16	accessed	access	VERB
crl-16603	344	17	26	26	NUM
crl-16603	344	18	february	february	PROPN
crl-16603	344	19	2018	2018	NUM
crl-16603	344	20	]	]	PUNCT
crl-16603	344	21	.	.	PUNCT
crl-16603	345	1	68	68	NUM
crl-16603	345	2	.	.	PUNCT
crl-16603	346	1	edith	edith	PROPN
crl-16603	346	2	a.	a.	PROPN
crl-16603	346	3	scarletto	scarletto	PROPN
crl-16603	346	4	,	,	PUNCT
crl-16603	346	5	kenneth	kenneth	PROPN
crl-16603	346	6	j.	j.	PROPN
crl-16603	346	7	burhanna	burhanna	PROPN
crl-16603	346	8	,	,	PUNCT
crl-16603	346	9	and	and	CCONJ
crl-16603	346	10	elizabeth	elizabeth	PROPN
crl-16603	346	11	richardson	richardson	PROPN
crl-16603	346	12	,	,	PUNCT
crl-16603	346	13	“	"	PUNCT
crl-16603	346	14	wide	wide	ADV
crl-16603	346	15	awake	awake	ADJ
crl-16603	346	16	at	at	ADP
crl-16603	346	17	4	4	NUM
crl-16603	346	18	am	am	NOUN
crl-16603	346	19	:	:	PUNCT
crl-16603	346	20	a	a	DET
crl-16603	346	21	study	study	NOUN
crl-16603	346	22	of	of	ADP
crl-16603	346	23	late	late	ADJ
crl-16603	346	24	night	night	NOUN
crl-16603	346	25	user	user	NOUN
crl-16603	346	26	behavior	behavior	NOUN
crl-16603	346	27	,	,	PUNCT
crl-16603	346	28	perceptions	perception	NOUN
crl-16603	346	29	and	and	CCONJ
crl-16603	346	30	performance	performance	NOUN
crl-16603	346	31	at	at	ADP
crl-16603	346	32	an	an	DET
crl-16603	346	33	academic	academic	ADJ
crl-16603	346	34	library	library	NOUN
crl-16603	346	35	,	,	PUNCT
crl-16603	346	36	”	"	PUNCT
crl-16603	346	37	journal	journal	PROPN
crl-16603	346	38	of	of	ADP
crl-16603	346	39	academic	academic	ADJ
crl-16603	346	40	librarianship	librarianship	NOUN
crl-16603	346	41	39	39	NUM
crl-16603	346	42	,	,	PUNCT
crl-16603	346	43	no	no	NOUN
crl-16603	346	44	.	.	NOUN
crl-16603	346	45	5	5	NUM
crl-16603	346	46	,	,	PUNCT
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crl-16603	346	48	/	/	SYM
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crl-16603	346	50	.	.	PUNCT
crl-16603	347	1	69	69	NUM
crl-16603	347	2	.	.	PUNCT
crl-16603	347	3	jennifer	jennifer	PROPN
crl-16603	347	4	link	link	PROPN
crl-16603	347	5	jones	jones	PROPN
crl-16603	347	6	,	,	PUNCT
crl-16603	347	7	“	"	PUNCT
crl-16603	347	8	using	use	VERB
crl-16603	347	9	library	library	NOUN
crl-16603	347	10	swipe	swipe	NOUN
crl-16603	347	11	-	-	PUNCT
crl-16603	347	12	card	card	NOUN
crl-16603	347	13	data	datum	NOUN
crl-16603	347	14	to	to	PART
crl-16603	347	15	inform	inform	VERB
crl-16603	347	16	decision	decision	NOUN
crl-16603	347	17	making	making	NOUN
crl-16603	347	18	,	,	PUNCT
crl-16603	347	19	”	"	PUNCT
crl-16603	347	20	university	university	NOUN
crl-16603	347	21	library	library	NOUN
crl-16603	347	22	faculty	faculty	NOUN
crl-16603	347	23	presentations	presentation	NOUN
crl-16603	347	24	(	(	PUNCT
crl-16603	347	25	2010	2010	NUM
crl-16603	347	26	)	)	PUNCT
crl-16603	347	27	,	,	PUNCT
crl-16603	347	28	available	available	ADJ
crl-16603	347	29	online	online	ADV
crl-16603	347	30	at	at	ADP
crl-16603	347	31	http://scholarworks.gsu.edu/	http://scholarworks.gsu.edu/	PROPN
crl-16603	347	32	univ_lib_facpres/21	univ_lib_facpres/21	NOUN
crl-16603	347	33	[	[	PUNCT
crl-16603	347	34	accessed	access	VERB
crl-16603	347	35	26	26	NUM
crl-16603	347	36	february	february	PROPN
crl-16603	347	37	2018	2018	NUM
crl-16603	347	38	]	]	PUNCT
crl-16603	347	39	.	.	PUNCT
crl-16603	348	1	70	70	NUM
crl-16603	348	2	.	.	PUNCT
crl-16603	349	1	matt	matt	PROPN
crl-16603	349	2	enis	enis	PROPN
crl-16603	349	3	,	,	PUNCT
crl-16603	349	4	“	"	PUNCT
crl-16603	349	5	‘	'	PUNCT
crl-16603	349	6	beacon	beacon	NOUN
crl-16603	349	7	’	'	PUNCT
crl-16603	349	8	technology	technology	NOUN
crl-16603	349	9	deployed	deploy	VERB
crl-16603	349	10	by	by	ADP
crl-16603	349	11	two	two	NUM
crl-16603	349	12	library	library	PROPN
crl-16603	349	13	app	app	NOUN
crl-16603	349	14	makers	maker	NOUN
crl-16603	349	15	,	,	PUNCT
crl-16603	349	16	”	"	PUNCT
crl-16603	349	17	library	library	PROPN
crl-16603	349	18	journal	journal	PROPN
crl-16603	349	19	(	(	PUNCT
crl-16603	349	20	nov.18	nov.18	PROPN
crl-16603	349	21	,	,	PUNCT
crl-16603	349	22	2014	2014	NUM
crl-16603	349	23	)	)	PUNCT
crl-16603	349	24	,	,	PUNCT
crl-16603	349	25	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	349	26	[	[	X
crl-16603	349	27	accessed	access	VERB
crl-16603	349	28	26	26	NUM
crl-16603	349	29	february	february	PROPN
crl-16603	349	30	2018	2018	NUM
crl-16603	349	31	]	]	PUNCT
crl-16603	349	32	;	;	PUNCT
crl-16603	349	33	eddie	eddie	PROPN
crl-16603	349	34	huebsch	huebsch	PROPN
crl-16603	349	35	,	,	PUNCT
crl-16603	349	36	“	"	PUNCT
crl-16603	349	37	navapp	navapp	VERB
crl-16603	349	38	at	at	ADP
crl-16603	349	39	the	the	DET
crl-16603	349	40	university	university	PROPN
crl-16603	349	41	of	of	ADP
crl-16603	349	42	oklahoma	oklahoma	PROPN
crl-16603	349	43	libraries	library	NOUN
crl-16603	349	44	,	,	PUNCT
crl-16603	349	45	”	"	PUNCT
crl-16603	349	46	educause	educause	NOUN
crl-16603	349	47	review	review	NOUN
crl-16603	349	48	(	(	PUNCT
crl-16603	349	49	june	june	PROPN
crl-16603	349	50	27	27	NUM
crl-16603	349	51	,	,	PUNCT
crl-16603	349	52	2016	2016	NUM
crl-16603	349	53	)	)	PUNCT
crl-16603	349	54	,	,	PUNCT
crl-16603	349	55	available	available	ADJ
crl-16603	349	56	online	online	ADV
crl-16603	349	57	at	at	ADP
crl-16603	349	58	http://er.educause	http://er.educause	NOUN
crl-16603	349	59	.	.	PUNCT
crl-16603	350	1	edu	edu	PROPN
crl-16603	350	2	/	/	SYM
crl-16603	350	3	articles/2016/6	articles/2016/6	PROPN
crl-16603	350	4	/	/	SYM
crl-16603	350	5	navapp	navapp	ADJ
crl-16603	350	6	-	-	PUNCT
crl-16603	350	7	at	at	ADP
crl-16603	350	8	-	-	PUNCT
crl-16603	350	9	the	the	DET
crl-16603	350	10	-	-	PUNCT
crl-16603	350	11	university	university	NOUN
crl-16603	350	12	-	-	PUNCT
crl-16603	350	13	of	of	ADP
crl-16603	350	14	-	-	PUNCT
crl-16603	350	15	oklahoma	oklahoma	NOUN
crl-16603	350	16	-	-	PUNCT
crl-16603	350	17	libraries	library	NOUN
crl-16603	350	18	[	[	X
crl-16603	350	19	accessed	access	VERB
crl-16603	350	20	26	26	NUM
crl-16603	350	21	february	february	PROPN
crl-16603	350	22	2018	2018	NUM
crl-16603	350	23	]	]	PUNCT
crl-16603	350	24	.	.	PUNCT
crl-16603	351	1	71	71	NUM
crl-16603	351	2	.	.	PUNCT
crl-16603	352	1	andrew	andrew	PROPN
crl-16603	352	2	walsh	walsh	PROPN
crl-16603	352	3	,	,	PUNCT
crl-16603	352	4	“	"	PUNCT
crl-16603	352	5	blurring	blur	VERB
crl-16603	352	6	the	the	DET
crl-16603	352	7	boundaries	boundary	NOUN
crl-16603	352	8	between	between	ADP
crl-16603	352	9	our	our	PRON
crl-16603	352	10	physical	physical	ADJ
crl-16603	352	11	and	and	CCONJ
crl-16603	352	12	electronic	electronic	ADJ
crl-16603	352	13	libraries	library	NOUN
crl-16603	352	14	:	:	PUNCT
crl-16603	352	15	location	location	NOUN
crl-16603	352	16	-	-	PUNCT
crl-16603	352	17	aware	aware	ADJ
crl-16603	352	18	technologies	technology	NOUN
crl-16603	352	19	,	,	PUNCT
crl-16603	352	20	qr	qr	NOUN
crl-16603	352	21	codes	code	NOUN
crl-16603	352	22	and	and	CCONJ
crl-16603	352	23	rfid	rfid	ADJ
crl-16603	352	24	tags	tag	NOUN
crl-16603	352	25	,	,	PUNCT
crl-16603	352	26	”	"	PUNCT
crl-16603	352	27	electronic	electronic	ADJ
crl-16603	352	28	library	library	NOUN
crl-16603	352	29	29	29	NUM
crl-16603	352	30	,	,	PUNCT
crl-16603	352	31	no	no	INTJ
crl-16603	352	32	.	.	NOUN
crl-16603	352	33	4	4	NUM
crl-16603	352	34	,	,	PUNCT
crl-16603	352	35	doi:10.1108/02640471111156713	doi:10.1108/02640471111156713	PROPN
crl-16603	352	36	.	.	PUNCT
crl-16603	353	1	72	72	NUM
crl-16603	353	2	.	.	PUNCT
crl-16603	354	1	association	association	PROPN
crl-16603	354	2	of	of	ADP
crl-16603	354	3	research	research	NOUN
crl-16603	354	4	libraries	library	NOUN
crl-16603	354	5	,	,	PUNCT
crl-16603	354	6	“	"	PUNCT
crl-16603	354	7	expenditure	expenditure	VERB
crl-16603	354	8	trends	trend	NOUN
crl-16603	354	9	in	in	ADP
crl-16603	354	10	arl	arl	PROPN
crl-16603	354	11	libraries	library	NOUN
crl-16603	354	12	,	,	PUNCT
crl-16603	354	13	1986–2012	1986–2012	NUM
crl-16603	354	14	”	"	PUNCT
crl-16603	354	15	(	(	PUNCT
crl-16603	354	16	2012	2012	NUM
crl-16603	354	17	)	)	PUNCT
crl-16603	354	18	,	,	PUNCT
crl-16603	354	19	available	available	ADJ
crl-16603	354	20	online	online	ADV
crl-16603	354	21	at	at	ADP
crl-16603	354	22	www.arl.org/storage/documents/expenditure-trends.pdf	www.arl.org/storage/documents/expenditure-trends.pdf	NOUN
crl-16603	354	23	[	[	PUNCT
crl-16603	354	24	accessed	access	VERB
crl-16603	354	25	26	26	NUM
crl-16603	354	26	february	february	PROPN
crl-16603	354	27	2018	2018	NUM
crl-16603	354	28	]	]	PUNCT
crl-16603	354	29	;	;	PUNCT
crl-16603	354	30	association	association	NOUN
crl-16603	354	31	of	of	ADP
crl-16603	354	32	research	research	NOUN
crl-16603	354	33	libraries	library	NOUN
crl-16603	354	34	,	,	PUNCT
crl-16603	354	35	“	"	PUNCT
crl-16603	354	36	library	library	NOUN
crl-16603	354	37	expenditure	expenditure	NOUN
crl-16603	354	38	as	as	ADP
crl-16603	354	39	%	%	NOUN
crl-16603	354	40	of	of	ADP
crl-16603	354	41	total	total	ADJ
crl-16603	354	42	university	university	NOUN
crl-16603	354	43	expenditure	expenditure	NOUN
crl-16603	354	44	”	"	PUNCT
crl-16603	354	45	(	(	PUNCT
crl-16603	354	46	2013	2013	NUM
crl-16603	354	47	)	)	PUNCT
crl-16603	354	48	,	,	PUNCT
crl-16603	354	49	available	available	ADJ
crl-16603	354	50	online	online	ADV
crl-16603	354	51	at	at	ADP
crl-16603	354	52	www.arl.org/storage/documents/eg_2.pdf	www.arl.org/storage/documents/eg_2.pdf	PROPN
crl-16603	354	53	[	[	X
crl-16603	354	54	accessed	access	VERB
crl-16603	354	55	26	26	NUM
crl-16603	354	56	february	february	PROPN
crl-16603	354	57	2018	2018	NUM
crl-16603	354	58	]	]	PUNCT
crl-16603	354	59	.	.	PUNCT
crl-16603	355	1	73	73	NUM
crl-16603	355	2	.	.	PUNCT
crl-16603	356	1	paul	paul	PROPN
crl-16603	356	2	prinsloo	prinsloo	PROPN
crl-16603	356	3	and	and	CCONJ
crl-16603	356	4	sharon	sharon	PROPN
crl-16603	356	5	slade	slade	PROPN
crl-16603	356	6	,	,	PUNCT
crl-16603	356	7	“	"	PUNCT
crl-16603	356	8	student	student	NOUN
crl-16603	356	9	privacy	privacy	NOUN
crl-16603	356	10	self	self	NOUN
crl-16603	356	11	-	-	PUNCT
crl-16603	356	12	management	management	NOUN
crl-16603	356	13	:	:	PUNCT
crl-16603	356	14	implications	implication	NOUN
crl-16603	356	15	for	for	ADP
crl-16603	356	16	learning	learn	VERB
crl-16603	356	17	analytics	analytic	NOUN
crl-16603	356	18	”	"	PUNCT
crl-16603	356	19	(	(	PUNCT
crl-16603	356	20	paper	paper	NOUN
crl-16603	356	21	presented	present	VERB
crl-16603	356	22	at	at	ADP
crl-16603	356	23	the	the	DET
crl-16603	356	24	fifth	fifth	ADJ
crl-16603	356	25	international	international	ADJ
crl-16603	356	26	conference	conference	NOUN
crl-16603	356	27	on	on	ADP
crl-16603	356	28	learning	learn	VERB
crl-16603	356	29	analytics	analytic	NOUN
crl-16603	356	30	and	and	CCONJ
crl-16603	356	31	knowledge	knowledge	PROPN
crl-16603	356	32	,	,	PUNCT
crl-16603	356	33	usa	usa	PROPN
crl-16603	356	34	,	,	PUNCT
crl-16603	356	35	2015	2015	NUM
crl-16603	356	36	)	)	PUNCT
crl-16603	356	37	.	.	PUNCT
crl-16603	357	1	74	74	NUM
crl-16603	357	2	.	.	PUNCT
crl-16603	357	3	roger	roger	PROPN
crl-16603	357	4	clarke	clarke	PROPN
crl-16603	357	5	,	,	PUNCT
crl-16603	357	6	“	"	PUNCT
crl-16603	357	7	information	information	NOUN
crl-16603	357	8	technology	technology	NOUN
crl-16603	357	9	and	and	CCONJ
crl-16603	357	10	dataveillance	dataveillance	NOUN
crl-16603	357	11	,	,	PUNCT
crl-16603	357	12	”	"	PUNCT
crl-16603	357	13	communications	communication	NOUN
crl-16603	357	14	of	of	ADP
crl-16603	357	15	the	the	DET
crl-16603	357	16	acm	acm	NOUN
crl-16603	357	17	31	31	NUM
crl-16603	357	18	,	,	PUNCT
crl-16603	357	19	no	no	NOUN
crl-16603	357	20	.	.	NOUN
crl-16603	357	21	5	5	NUM
crl-16603	357	22	,	,	PUNCT
crl-16603	357	23	doi:10.1145/42411.42413	doi:10.1145/42411.42413	NOUN
crl-16603	357	24	.	.	PUNCT
crl-16603	358	1	75	75	NUM
crl-16603	358	2	.	.	PUNCT
crl-16603	359	1	ian	ian	ADJ
crl-16603	359	2	kerr	kerr	PROPN
crl-16603	359	3	and	and	CCONJ
crl-16603	359	4	jessica	jessica	PROPN
crl-16603	359	5	earle	earle	PROPN
crl-16603	359	6	,	,	PUNCT
crl-16603	359	7	“	"	PUNCT
crl-16603	359	8	prediction	prediction	NOUN
crl-16603	359	9	,	,	PUNCT
crl-16603	359	10	preemption	preemption	NOUN
crl-16603	359	11	,	,	PUNCT
crl-16603	359	12	presumption	presumption	NOUN
crl-16603	359	13	:	:	PUNCT
crl-16603	359	14	how	how	SCONJ
crl-16603	359	15	big	big	ADJ
crl-16603	359	16	data	datum	NOUN
crl-16603	359	17	threatens	threaten	VERB
crl-16603	359	18	big	big	ADJ
crl-16603	359	19	picture	picture	NOUN
crl-16603	359	20	privacy	privacy	NOUN
crl-16603	359	21	,	,	PUNCT
crl-16603	359	22	”	"	PUNCT
crl-16603	359	23	stanford	stanford	PROPN
crl-16603	359	24	law	law	PROPN
crl-16603	359	25	review	review	NOUN
crl-16603	359	26	online	online	ADV
crl-16603	359	27	66	66	NUM
crl-16603	359	28	(	(	PUNCT
crl-16603	359	29	2013	2013	NUM
crl-16603	359	30	)	)	PUNCT
crl-16603	359	31	,	,	PUNCT
crl-16603	359	32	available	available	ADJ
crl-16603	359	33	online	online	ADV
crl-16603	359	34	at	at	ADP
crl-16603	359	35	https://review.law	https://review.law	PRON
crl-16603	359	36	.	.	PUNCT
crl-16603	360	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	PROPN
crl-16603	360	2	[	[	PUNCT
crl-16603	360	3	accessed	access	VERB
crl-16603	360	4	26	26	NUM
crl-16603	360	5	february	february	PROPN
crl-16603	360	6	2018	2018	NUM
crl-16603	360	7	]	]	PUNCT
crl-16603	360	8	;	;	PUNCT
crl-16603	360	9	rubel	rubel	PROPN
crl-16603	360	10	and	and	CCONJ
crl-16603	360	11	jones	jones	PROPN
crl-16603	360	12	,	,	PUNCT
crl-16603	360	13	“	"	PUNCT
crl-16603	360	14	student	student	NOUN
crl-16603	360	15	privacy	privacy	NOUN
crl-16603	360	16	in	in	ADP
crl-16603	360	17	learning	learn	VERB
crl-16603	360	18	analytics	analytic	NOUN
crl-16603	360	19	”	"	PUNCT
crl-16603	360	20	;	;	PUNCT
crl-16603	360	21	daniel	daniel	PROPN
crl-16603	360	22	j.	j.	PROPN
crl-16603	360	23	solove	solove	PROPN
crl-16603	360	24	,	,	PUNCT
crl-16603	360	25	the	the	DET
crl-16603	360	26	digital	digital	ADJ
crl-16603	360	27	person	person	NOUN
crl-16603	360	28	:	:	PUNCT
crl-16603	360	29	technology	technology	NOUN
crl-16603	360	30	and	and	CCONJ
crl-16603	360	31	privacy	privacy	NOUN
crl-16603	360	32	in	in	ADP
crl-16603	360	33	the	the	DET
crl-16603	360	34	information	information	NOUN
crl-16603	360	35	age	age	NOUN
crl-16603	360	36	(	(	PUNCT
crl-16603	360	37	new	new	PROPN
crl-16603	360	38	york	york	PROPN
crl-16603	360	39	,	,	PUNCT
crl-16603	360	40	n.y	n.y	PROPN
crl-16603	360	41	.	.	PROPN
crl-16603	360	42	:	:	PUNCT
crl-16603	360	43	new	new	PROPN
crl-16603	360	44	york	york	PROPN
crl-16603	360	45	university	university	PROPN
crl-16603	360	46	press	press	NOUN
crl-16603	360	47	,	,	PUNCT
crl-16603	360	48	2004	2004	NUM
crl-16603	360	49	)	)	PUNCT
crl-16603	360	50	.	.	PUNCT
crl-16603	361	1	76	76	NUM
crl-16603	361	2	.	.	PUNCT
crl-16603	362	1	rob	rob	PROPN
crl-16603	362	2	kitchin	kitchin	PROPN
crl-16603	362	3	,	,	PUNCT
crl-16603	362	4	“	"	PUNCT
crl-16603	362	5	big	big	ADJ
crl-16603	362	6	data	datum	NOUN
crl-16603	362	7	,	,	PUNCT
crl-16603	362	8	new	new	ADJ
crl-16603	362	9	epistemologies	epistemology	NOUN
crl-16603	362	10	and	and	CCONJ
crl-16603	362	11	paradigm	paradigm	NOUN
crl-16603	362	12	shifts	shift	NOUN
crl-16603	362	13	,	,	PUNCT
crl-16603	362	14	”	"	PUNCT
crl-16603	362	15	big	big	ADJ
crl-16603	362	16	data	datum	NOUN
crl-16603	362	17	&	&	CCONJ
crl-16603	362	18	society	society	NOUN
crl-16603	362	19	1	1	NUM
crl-16603	362	20	,	,	PUNCT
crl-16603	362	21	no	no	NOUN
crl-16603	362	22	.	.	NOUN
crl-16603	362	23	1	1	NUM
crl-16603	362	24	,	,	PUNCT
crl-16603	362	25	doi:10.1177/2053951714528481	doi:10.1177/2053951714528481	PROPN
crl-16603	362	26	;	;	PUNCT
crl-16603	362	27	nassim	nassim	PROPN
crl-16603	362	28	n.	n.	PROPN
crl-16603	362	29	taleb	taleb	PROPN
crl-16603	362	30	,	,	PUNCT
crl-16603	362	31	antifragile	antifragile	NOUN
crl-16603	362	32	:	:	PUNCT
crl-16603	362	33	things	thing	NOUN
crl-16603	362	34	that	that	PRON
crl-16603	362	35	gain	gain	VERB
crl-16603	362	36	from	from	ADP
crl-16603	362	37	disorder	disorder	NOUN
crl-16603	362	38	(	(	PUNCT
crl-16603	362	39	new	new	PROPN
crl-16603	362	40	york	york	PROPN
crl-16603	362	41	,	,	PUNCT
crl-16603	362	42	n.y	n.y	PROPN
crl-16603	362	43	.	.	PROPN
crl-16603	362	44	:	:	PUNCT
crl-16603	362	45	random	random	ADJ
crl-16603	362	46	house	house	NOUN
crl-16603	362	47	,	,	PUNCT
crl-16603	362	48	2012	2012	NUM
crl-16603	362	49	)	)	PUNCT
crl-16603	362	50	.	.	PUNCT
crl-16603	363	1	77	77	X
crl-16603	363	2	.	.	PUNCT
crl-16603	363	3	jennifer	jennifer	PROPN
crl-16603	363	4	heath	heath	PROPN
crl-16603	363	5	,	,	PUNCT
crl-16603	363	6	“	"	PUNCT
crl-16603	363	7	contemporary	contemporary	ADJ
crl-16603	363	8	privacy	privacy	NOUN
crl-16603	363	9	theory	theory	NOUN
crl-16603	363	10	contributions	contribution	NOUN
crl-16603	363	11	to	to	ADP
crl-16603	363	12	learning	learn	VERB
crl-16603	363	13	analytics	analytic	NOUN
crl-16603	363	14	,	,	PUNCT
crl-16603	363	15	”	"	PUNCT
crl-16603	363	16	journal	journal	NOUN
crl-16603	363	17	of	of	ADP
crl-16603	363	18	learning	learn	VERB
crl-16603	363	19	analytics	analytic	NOUN
crl-16603	363	20	1	1	NUM
crl-16603	363	21	,	,	PUNCT
crl-16603	363	22	no	no	NOUN
crl-16603	363	23	.	.	NOUN
crl-16603	363	24	1	1	NUM
crl-16603	363	25	;	;	PUNCT
crl-16603	363	26	mark	mark	PROPN
crl-16603	363	27	maccarthy	maccarthy	PROPN
crl-16603	363	28	,	,	PUNCT
crl-16603	363	29	“	"	PUNCT
crl-16603	363	30	student	student	NOUN
crl-16603	363	31	privacy	privacy	NOUN
crl-16603	363	32	:	:	PUNCT
crl-16603	363	33	harm	harm	NOUN
crl-16603	363	34	and	and	CCONJ
crl-16603	363	35	context	context	NOUN
crl-16603	363	36	,	,	PUNCT
crl-16603	363	37	”	"	PUNCT
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crl-16603	363	39	https://doi.org/10.1108/lm-09-2014-0103	https://doi.org/10.1108/lm-09-2014-0103	NOUN
crl-16603	363	40	https://doi.org/10.5860/crl.76.4.427	https://doi.org/10.5860/crl.76.4.427	NOUN
crl-16603	363	41	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	364	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	364	2	https://doi.org/10.5860/0710254	https://doi.org/10.5860/0710254	PROPN
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crl-16603	364	4	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	364	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	NOUN
crl-16603	364	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	PROPN
crl-16603	364	7	http://www.nmc.org/publication/nmc-horizon-report-2015-library-edition/	http://www.nmc.org/publication/nmc-horizon-report-2015-library-edition/	VERB
crl-16603	365	1	http://www.nmc.org/publication/nmc-horizon-report-2015-library-edition/	http://www.nmc.org/publication/nmc-horizon-report-2015-library-edition/	X
crl-16603	365	2	http://measurethefuture.net	http://measurethefuture.net	PRON
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crl-16603	365	4	https://scholarworks.gsu.edu/univ_lib_facpres/21/	https://scholarworks.gsu.edu/univ_lib_facpres/21/	NOUN
crl-16603	365	5	https://scholarworks.gsu.edu/univ_lib_facpres/21/	https://scholarworks.gsu.edu/univ_lib_facpres/21/	NOUN
crl-16603	366	1	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	366	2	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	366	3	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	366	4	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	366	5	https://doi.org/10.1108/02640471111156713	https://doi.org/10.1108/02640471111156713	PROPN
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crl-16603	367	4	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	NOUN
crl-16603	367	5	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	367	6	https://doi.org/10.1177/2053951714528481	https://doi.org/10.1177/2053951714528481	PROPN
crl-16603	367	7	322	322	PROPN
crl-16603	367	8	college	college	PROPN
crl-16603	367	9	&	&	CCONJ
crl-16603	367	10	research	research	PROPN
crl-16603	367	11	libraries	library	NOUN
crl-16603	367	12	april	april	PROPN
crl-16603	367	13	2018	2018	NUM
crl-16603	367	14	international	international	ADJ
crl-16603	367	15	review	review	NOUN
crl-16603	367	16	of	of	ADP
crl-16603	367	17	information	information	NOUN
crl-16603	367	18	ethics	ethic	NOUN
crl-16603	367	19	21	21	NUM
crl-16603	367	20	(	(	PUNCT
crl-16603	367	21	2014	2014	NUM
crl-16603	367	22	)	)	PUNCT
crl-16603	367	23	,	,	PUNCT
crl-16603	367	24	available	available	ADJ
crl-16603	367	25	online	online	ADV
crl-16603	367	26	at	at	ADP
crl-16603	367	27	www.i-r-i-e.net/inhalt/021/	www.i-r-i-e.net/inhalt/021/	NOUN
crl-16603	367	28	irie-021-maccarthy.pdf	irie-021-maccarthy.pdf	NOUN
crl-16603	367	29	[	[	X
crl-16603	367	30	accessed	access	VERB
crl-16603	367	31	26	26	NUM
crl-16603	367	32	february	february	NOUN
crl-16603	367	33	2018	2018	NUM
crl-16603	367	34	]	]	PUNCT
crl-16603	367	35	;	;	PUNCT
crl-16603	367	36	abelardo	abelardo	NOUN
crl-16603	367	37	pardo	pardo	PROPN
crl-16603	367	38	and	and	CCONJ
crl-16603	367	39	george	george	PROPN
crl-16603	367	40	siemens	siemens	PROPN
crl-16603	367	41	,	,	PUNCT
crl-16603	367	42	“	"	PUNCT
crl-16603	367	43	ethical	ethical	ADJ
crl-16603	367	44	and	and	CCONJ
crl-16603	367	45	privacy	privacy	NOUN
crl-16603	367	46	principles	principle	NOUN
crl-16603	367	47	for	for	ADP
crl-16603	367	48	learning	learn	VERB
crl-16603	367	49	analytics	analytic	NOUN
crl-16603	367	50	,	,	PUNCT
crl-16603	367	51	”	"	PUNCT
crl-16603	367	52	british	british	ADJ
crl-16603	367	53	journal	journal	PROPN
crl-16603	367	54	of	of	ADP
crl-16603	367	55	educational	educational	ADJ
crl-16603	367	56	technology	technology	NOUN
crl-16603	367	57	45	45	NUM
crl-16603	367	58	,	,	PUNCT
crl-16603	367	59	no	no	INTJ
crl-16603	367	60	.	.	NOUN
crl-16603	367	61	3	3	NUM
crl-16603	367	62	,	,	PUNCT
crl-16603	367	63	doi:10.1111	doi:10.1111	PROPN
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crl-16603	367	66	;	;	PUNCT
crl-16603	367	67	rubel	rubel	PROPN
crl-16603	367	68	and	and	CCONJ
crl-16603	367	69	jones	jones	PROPN
crl-16603	367	70	,	,	PUNCT
crl-16603	367	71	“	"	PUNCT
crl-16603	367	72	student	student	NOUN
crl-16603	367	73	privacy	privacy	NOUN
crl-16603	367	74	in	in	ADP
crl-16603	367	75	learning	learn	VERB
crl-16603	367	76	analytics	analytic	NOUN
crl-16603	367	77	.	.	PUNCT
crl-16603	367	78	”	"	PUNCT
crl-16603	368	1	78	78	NUM
crl-16603	368	2	.	.	PUNCT
crl-16603	368	3	library	library	NOUN
crl-16603	368	4	analytics	analytic	NOUN
crl-16603	368	5	and	and	CCONJ
crl-16603	368	6	metrics	metric	NOUN
crl-16603	368	7	:	:	PUNCT
crl-16603	368	8	using	use	VERB
crl-16603	368	9	data	datum	NOUN
crl-16603	368	10	to	to	PART
crl-16603	368	11	drive	drive	VERB
crl-16603	368	12	decisions	decision	NOUN
crl-16603	368	13	and	and	CCONJ
crl-16603	368	14	services	service	NOUN
crl-16603	368	15	,	,	PUNCT
crl-16603	368	16	ed	ed	NOUN
crl-16603	368	17	.	.	PROPN
crl-16603	369	1	ben	ben	PROPN
crl-16603	369	2	showers	showers	PROPN
crl-16603	369	3	(	(	PUNCT
crl-16603	369	4	london	london	PROPN
crl-16603	369	5	,	,	PUNCT
crl-16603	369	6	u.k	u.k	PROPN
crl-16603	369	7	.	.	PROPN
crl-16603	369	8	:	:	PUNCT
crl-16603	369	9	facet	facet	PROPN
crl-16603	369	10	publishing	publishing	PROPN
crl-16603	369	11	,	,	PUNCT
crl-16603	369	12	2015	2015	NUM
crl-16603	369	13	)	)	PUNCT
crl-16603	369	14	.	.	PUNCT
crl-16603	370	1	79	79	NUM
crl-16603	370	2	.	.	PUNCT
crl-16603	371	1	eric	eric	PROPN
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crl-16603	371	3	,	,	PUNCT
crl-16603	371	4	“	"	PUNCT
crl-16603	371	5	libraries	library	NOUN
crl-16603	371	6	are	be	AUX
crl-16603	371	7	giving	give	VERB
crl-16603	371	8	away	away	ADP
crl-16603	371	9	the	the	DET
crl-16603	371	10	user	user	NOUN
crl-16603	371	11	-	-	PUNCT
crl-16603	371	12	privacy	privacy	NOUN
crl-16603	371	13	store	store	NOUN
crl-16603	371	14	,	,	PUNCT
crl-16603	371	15	”	"	PUNCT
crl-16603	371	16	go	go	VERB
crl-16603	371	17	to	to	ADP
crl-16603	371	18	hellman	hellman	NOUN
crl-16603	371	19	(	(	PUNCT
crl-16603	371	20	aug	aug	PROPN
crl-16603	371	21	.	.	PROPN
crl-16603	371	22	14	14	NUM
crl-16603	371	23	,	,	PUNCT
crl-16603	371	24	2013	2013	NUM
crl-16603	371	25	)	)	PUNCT
crl-16603	371	26	,	,	PUNCT
crl-16603	371	27	available	available	ADJ
crl-16603	371	28	online	online	ADV
crl-16603	371	29	at	at	ADP
crl-16603	371	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	371	31	[	[	X
crl-16603	371	32	accessed	access	VERB
crl-16603	371	33	26	26	NUM
crl-16603	371	34	february	february	PROPN
crl-16603	371	35	2018	2018	NUM
crl-16603	371	36	]	]	PUNCT
crl-16603	371	37	.	.	PUNCT
crl-16603	372	1	80	80	NUM
crl-16603	372	2	.	.	PUNCT
crl-16603	373	1	showers	shower	NOUN
crl-16603	373	2	,	,	PUNCT
crl-16603	373	3	library	library	NOUN
crl-16603	373	4	analytics	analytic	NOUN
crl-16603	373	5	and	and	CCONJ
crl-16603	373	6	metrics	metric	NOUN
crl-16603	373	7	,	,	PUNCT
crl-16603	373	8	154	154	NUM
crl-16603	373	9	.	.	PUNCT
crl-16603	374	1	81	81	NUM
crl-16603	374	2	.	.	PUNCT
crl-16603	375	1	asilomar	asilomar	PROPN
crl-16603	375	2	i	i	PROPN
crl-16603	375	3	,	,	PUNCT
crl-16603	375	4	“	"	PUNCT
crl-16603	375	5	the	the	DET
crl-16603	375	6	asilomar	asilomar	PROPN
crl-16603	375	7	convention	convention	PROPN
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crl-16603	375	9	learning	learn	VERB
crl-16603	375	10	research	research	NOUN
crl-16603	375	11	in	in	ADP
crl-16603	375	12	higher	high	ADJ
crl-16603	375	13	education	education	NOUN
crl-16603	375	14	”	"	PUNCT
crl-16603	375	15	(	(	PUNCT
crl-16603	375	16	2014	2014	NUM
crl-16603	375	17	)	)	PUNCT
crl-16603	375	18	,	,	PUNCT
crl-16603	375	19	available	available	ADJ
crl-16603	375	20	online	online	ADV
crl-16603	375	21	at	at	ADP
crl-16603	375	22	http://asilomar-highered.info	http://asilomar-highered.info	NOUN
crl-16603	375	23	[	[	X
crl-16603	375	24	accessed	access	VERB
crl-16603	375	25	26	26	NUM
crl-16603	375	26	february	february	PROPN
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crl-16603	375	28	]	]	PUNCT
crl-16603	375	29	;	;	PUNCT
crl-16603	375	30	asilomar	asilomar	PROPN
crl-16603	375	31	ii	ii	PROPN
crl-16603	375	32	,	,	PUNCT
crl-16603	375	33	“	"	PUNCT
crl-16603	375	34	student	student	NOUN
crl-16603	375	35	data	datum	NOUN
crl-16603	375	36	and	and	CCONJ
crl-16603	375	37	records	record	NOUN
crl-16603	375	38	in	in	ADP
crl-16603	375	39	the	the	DET
crl-16603	375	40	digital	digital	ADJ
crl-16603	375	41	era	era	NOUN
crl-16603	375	42	”	"	PUNCT
crl-16603	375	43	(	(	PUNCT
crl-16603	375	44	2016	2016	NUM
crl-16603	375	45	)	)	PUNCT
crl-16603	375	46	,	,	PUNCT
crl-16603	375	47	available	available	ADJ
crl-16603	375	48	online	online	ADV
crl-16603	375	49	at	at	ADP
crl-16603	375	50	https://sites.stanford.edu/	https://sites.stanford.edu/	PROPN
crl-16603	376	1	asilomar/	asilomar/	NUM
crl-16603	377	1	[	[	X
crl-16603	377	2	accessed	access	VERB
crl-16603	377	3	26	26	NUM
crl-16603	377	4	february	february	PROPN
crl-16603	377	5	2018	2018	NUM
crl-16603	377	6	]	]	PUNCT
crl-16603	377	7	.	.	PUNCT
crl-16603	378	1	82	82	X
crl-16603	378	2	.	.	PUNCT
crl-16603	378	3	sclater	sclater	PROPN
crl-16603	378	4	,	,	PUNCT
crl-16603	378	5	“	"	PUNCT
crl-16603	378	6	code	code	NOUN
crl-16603	378	7	of	of	ADP
crl-16603	378	8	practice	practice	NOUN
crl-16603	378	9	for	for	ADP
crl-16603	378	10	learning	learn	VERB
crl-16603	378	11	analytics	analytic	NOUN
crl-16603	378	12	.	.	PUNCT
crl-16603	378	13	”	"	PUNCT
crl-16603	379	1	83	83	NUM
crl-16603	379	2	.	.	PUNCT
crl-16603	379	3	showers	shower	NOUN
crl-16603	379	4	,	,	PUNCT
crl-16603	379	5	library	library	NOUN
crl-16603	379	6	analytics	analytic	NOUN
crl-16603	379	7	and	and	CCONJ
crl-16603	379	8	metrics	metric	NOUN
crl-16603	379	9	,	,	PUNCT
crl-16603	379	10	156	156	NUM
crl-16603	379	11	.	.	PUNCT
crl-16603	379	12	84	84	NUM
crl-16603	379	13	.	.	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	.	.	PROPN
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	PROPN
crl-16603	381	25	.	.	PUNCT
crl-16603	382	1	pdf	pdf	PROPN
crl-16603	382	2	[	[	PUNCT
crl-16603	382	3	accessed	access	VERB
crl-16603	382	4	26	26	NUM
crl-16603	382	5	february	february	PROPN
crl-16603	382	6	2018	2018	NUM
crl-16603	382	7	]	]	PUNCT
crl-16603	382	8	.	.	PUNCT
crl-16603	383	1	86	86	NUM
crl-16603	383	2	.	.	PUNCT
crl-16603	384	1	kay	kay	PROPN
crl-16603	384	2	mathiesen	mathiesen	PROPN
crl-16603	384	3	and	and	CCONJ
crl-16603	384	4	don	don	PROPN
crl-16603	384	5	fallis	fallis	PROPN
crl-16603	384	6	,	,	PUNCT
crl-16603	384	7	“	"	PUNCT
crl-16603	384	8	information	information	NOUN
crl-16603	384	9	ethics	ethic	NOUN
crl-16603	384	10	and	and	CCONJ
crl-16603	384	11	the	the	DET
crl-16603	384	12	library	library	NOUN
crl-16603	384	13	profession	profession	NOUN
crl-16603	384	14	,	,	PUNCT
crl-16603	384	15	”	"	PUNCT
crl-16603	384	16	in	in	ADP
crl-16603	384	17	handbook	handbook	NOUN
crl-16603	384	18	of	of	ADP
crl-16603	384	19	information	information	NOUN
crl-16603	384	20	and	and	CCONJ
crl-16603	384	21	computer	computer	NOUN
crl-16603	384	22	ethics	ethic	NOUN
crl-16603	384	23	,	,	PUNCT
crl-16603	384	24	eds	ed	NOUN
crl-16603	384	25	.	.	PUNCT
crl-16603	385	1	kenneth	kenneth	PROPN
crl-16603	385	2	e.	e.	PROPN
crl-16603	385	3	himma	himma	PROPN
crl-16603	385	4	and	and	CCONJ
crl-16603	385	5	herman	herman	PROPN
crl-16603	385	6	t.	t.	PROPN
crl-16603	385	7	tavani	tavani	PROPN
crl-16603	385	8	(	(	PUNCT
crl-16603	385	9	new	new	PROPN
crl-16603	385	10	york	york	PROPN
crl-16603	385	11	,	,	PUNCT
crl-16603	385	12	n.y	n.y	PROPN
crl-16603	385	13	.	.	PROPN
crl-16603	385	14	:	:	PUNCT
crl-16603	385	15	john	john	PROPN
crl-16603	385	16	wiley	wiley	PROPN
crl-16603	385	17	and	and	CCONJ
crl-16603	385	18	sons	son	NOUN
crl-16603	385	19	,	,	PUNCT
crl-16603	385	20	2008	2008	NUM
crl-16603	385	21	)	)	PUNCT
crl-16603	385	22	;	;	PUNCT
crl-16603	385	23	paul	paul	PROPN
crl-16603	385	24	sturges	sturge	VERB
crl-16603	385	25	,	,	PUNCT
crl-16603	385	26	“	"	PUNCT
crl-16603	385	27	information	information	NOUN
crl-16603	385	28	ethics	ethic	NOUN
crl-16603	385	29	in	in	ADP
crl-16603	385	30	the	the	DET
crl-16603	385	31	twenty	twenty	NUM
crl-16603	385	32	-	-	PUNCT
crl-16603	385	33	first	first	ADJ
crl-16603	385	34	century	century	NOUN
crl-16603	385	35	,	,	PUNCT
crl-16603	385	36	”	"	PUNCT
crl-16603	385	37	australian	australian	ADJ
crl-16603	385	38	academic	academic	PROPN
crl-16603	385	39	&	&	CCONJ
crl-16603	385	40	research	research	PROPN
crl-16603	385	41	libraries	library	NOUN
crl-16603	385	42	40	40	NUM
crl-16603	385	43	,	,	PUNCT
crl-16603	385	44	no	no	INTJ
crl-16603	385	45	.	.	NOUN
crl-16603	385	46	4	4	NUM
crl-16603	385	47	,	,	PUNCT
crl-16603	385	48	available	available	ADJ
crl-16603	385	49	online	online	ADV
crl-16603	385	50	at	at	ADP
crl-16603	385	51	www.ifla.org/files/assets/	www.ifla.org/files/assets/	NOUN
crl-16603	385	52	faife	faife	NOUN
crl-16603	385	53	/	/	SYM
crl-16603	385	54	publications	publication	NOUN
crl-16603	385	55	/	/	SYM
crl-16603	385	56	sturges	sturge	NOUN
crl-16603	385	57	/	/	SYM
crl-16603	385	58	information	information	NOUN
crl-16603	385	59	-	-	PUNCT
crl-16603	385	60	ethics.pdf	ethics.pdf	NOUN
crl-16603	386	1	[	[	PUNCT
crl-16603	386	2	accessed	access	VERB
crl-16603	386	3	26	26	NUM
crl-16603	386	4	february	february	PROPN
crl-16603	386	5	2018	2018	NUM
crl-16603	386	6	]	]	PUNCT
crl-16603	386	7	.	.	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	.	.	PUNCT
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	[	[	X
crl-16603	389	8	accessed	access	VERB
crl-16603	389	9	26	26	NUM
crl-16603	389	10	february	february	PROPN
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	390	3	eliza	eliza	PROPN
crl-16603	390	4	t.	t.	PROPN
crl-16603	390	5	dresang	dresang	PROPN
crl-16603	390	6	,	,	PUNCT
crl-16603	390	7	“	"	PUNCT
crl-16603	390	8	intellectual	intellectual	ADJ
crl-16603	390	9	freedom	freedom	NOUN
crl-16603	390	10	and	and	CCONJ
crl-16603	390	11	libraries	library	NOUN
crl-16603	390	12	:	:	PUNCT
crl-16603	390	13	complexity	complexity	NOUN
crl-16603	390	14	and	and	CCONJ
crl-16603	390	15	change	change	NOUN
crl-16603	390	16	in	in	ADP
crl-16603	390	17	the	the	DET
crl-16603	390	18	twenty	twenty	NUM
crl-16603	390	19	-	-	PUNCT
crl-16603	390	20	first	first	ADJ
crl-16603	390	21	century	century	NOUN
crl-16603	390	22	digital	digital	PROPN
crl-16603	390	23	environment	environment	NOUN
crl-16603	390	24	,	,	PUNCT
crl-16603	390	25	”	"	PUNCT
crl-16603	390	26	library	library	NOUN
crl-16603	390	27	quarterly	quarterly	PROPN
crl-16603	390	28	76	76	NUM
crl-16603	390	29	,	,	PUNCT
crl-16603	390	30	no	no	NOUN
crl-16603	390	31	.	.	NOUN
crl-16603	390	32	2	2	NUM
crl-16603	390	33	,	,	PUNCT
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crl-16603	390	35	.	.	PUNCT
crl-16603	391	1	89	89	NUM
crl-16603	391	2	.	.	PUNCT
crl-16603	392	1	doug	doug	PROPN
crl-16603	392	2	johnson	johnson	PROPN
crl-16603	392	3	,	,	PUNCT
crl-16603	392	4	“	"	PUNCT
crl-16603	392	5	the	the	DET
crl-16603	392	6	neglected	neglect	VERB
crl-16603	392	7	side	side	NOUN
crl-16603	392	8	of	of	ADP
crl-16603	392	9	intellectual	intellectual	ADJ
crl-16603	392	10	freedom	freedom	NOUN
crl-16603	392	11	,	,	PUNCT
crl-16603	392	12	”	"	PUNCT
crl-16603	392	13	knowledge	knowledge	NOUN
crl-16603	392	14	quest	quest	NOUN
crl-16603	392	15	(	(	PUNCT
crl-16603	392	16	sept	sept	PROPN
crl-16603	392	17	.	.	PROPN
crl-16603	392	18	26	26	NUM
crl-16603	392	19	,	,	PUNCT
crl-16603	392	20	2013	2013	NUM
crl-16603	392	21	)	)	PUNCT
crl-16603	392	22	,	,	PUNCT
crl-16603	392	23	available	available	ADJ
crl-16603	392	24	online	online	ADV
crl-16603	392	25	at	at	ADP
crl-16603	392	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	PROPN
crl-16603	393	1	[	[	X
crl-16603	393	2	accessed	access	VERB
crl-16603	393	3	26	26	NUM
crl-16603	393	4	february	february	PROPN
crl-16603	393	5	2018	2018	NUM
crl-16603	393	6	]	]	PUNCT
crl-16603	393	7	.	.	PUNCT
crl-16603	394	1	90	90	NUM
crl-16603	394	2	.	.	PUNCT
crl-16603	395	1	colleen	colleen	VERB
crl-16603	395	2	carmean	carmean	NOUN
crl-16603	395	3	and	and	CCONJ
crl-16603	395	4	philip	philip	PROPN
crl-16603	395	5	j.	j.	PROPN
crl-16603	395	6	mizzi	mizzi	PROPN
crl-16603	395	7	,	,	PUNCT
crl-16603	395	8	“	"	PUNCT
crl-16603	395	9	the	the	DET
crl-16603	395	10	case	case	NOUN
crl-16603	395	11	for	for	ADP
crl-16603	395	12	nudge	nudge	NOUN
crl-16603	395	13	analytics	analytic	NOUN
crl-16603	395	14	,	,	PUNCT
crl-16603	395	15	”	"	PUNCT
crl-16603	395	16	educause	educause	NOUN
crl-16603	395	17	review	review	NOUN
crl-16603	395	18	(	(	PUNCT
crl-16603	395	19	2010	2010	NUM
crl-16603	395	20	)	)	PUNCT
crl-16603	395	21	,	,	PUNCT
crl-16603	395	22	available	available	ADJ
crl-16603	395	23	online	online	ADV
crl-16603	395	24	at	at	ADP
crl-16603	395	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	395	26	[	[	X
crl-16603	395	27	accessed	access	VERB
crl-16603	395	28	26	26	NUM
crl-16603	395	29	february	february	PROPN
crl-16603	395	30	2018	2018	NUM
crl-16603	395	31	]	]	PUNCT
crl-16603	395	32	.	.	PUNCT
crl-16603	396	1	91	91	NUM
crl-16603	396	2	.	.	PUNCT
crl-16603	397	1	jeffrey	jeffrey	PROPN
crl-16603	397	2	alan	alan	PROPN
crl-16603	397	3	johnson	johnson	PROPN
crl-16603	397	4	,	,	PUNCT
crl-16603	397	5	“	"	PUNCT
crl-16603	397	6	the	the	DET
crl-16603	397	7	ethics	ethic	NOUN
crl-16603	397	8	of	of	ADP
crl-16603	397	9	big	big	ADJ
crl-16603	397	10	data	datum	NOUN
crl-16603	397	11	in	in	ADP
crl-16603	397	12	higher	high	ADJ
crl-16603	397	13	education	education	NOUN
crl-16603	397	14	,	,	PUNCT
crl-16603	397	15	”	"	PUNCT
crl-16603	397	16	international	international	ADJ
crl-16603	397	17	review	review	NOUN
crl-16603	397	18	of	of	ADP
crl-16603	397	19	information	information	NOUN
crl-16603	397	20	ethics	ethic	NOUN
crl-16603	397	21	,	,	PUNCT
crl-16603	397	22	21	21	NUM
crl-16603	397	23	(	(	PUNCT
crl-16603	397	24	2014	2014	NUM
crl-16603	397	25	)	)	PUNCT
crl-16603	397	26	.	.	PUNCT
crl-16603	398	1	92	92	NUM
crl-16603	398	2	.	.	PUNCT
crl-16603	399	1	elanor	elanor	NOUN
crl-16603	399	2	hall	hall	NOUN
crl-16603	399	3	,	,	PUNCT
crl-16603	399	4	“	"	PUNCT
crl-16603	399	5	university	university	PROPN
crl-16603	399	6	of	of	ADP
crl-16603	399	7	melbourne	melbourne	PROPN
crl-16603	399	8	defends	defend	VERB
crl-16603	399	9	wi	wi	ADJ
crl-16603	399	10	-	-	PUNCT
crl-16603	399	11	fi	fi	NOUN
crl-16603	399	12	tracking	tracking	NOUN
crl-16603	399	13	of	of	ADP
crl-16603	399	14	students	student	NOUN
crl-16603	399	15	as	as	ADP
crl-16603	399	16	planning	planning	NOUN
crl-16603	399	17	move	move	NOUN
crl-16603	399	18	amid	amid	ADP
crl-16603	399	19	privacy	privacy	NOUN
crl-16603	399	20	concerns	concern	NOUN
crl-16603	399	21	,	,	PUNCT
crl-16603	399	22	”	"	PUNCT
crl-16603	399	23	abc	abc	PROPN
crl-16603	399	24	news	news	PROPN
crl-16603	399	25	–	–	PUNCT
crl-16603	399	26	australia	australia	PROPN
crl-16603	399	27	(	(	PUNCT
crl-16603	399	28	aug	aug	PROPN
crl-16603	399	29	.	.	PROPN
crl-16603	399	30	11	11	NUM
crl-16603	399	31	,	,	PUNCT
crl-16603	399	32	2016	2016	NUM
crl-16603	399	33	)	)	PUNCT
crl-16603	399	34	,	,	PUNCT
crl-16603	399	35	available	available	ADJ
crl-16603	399	36	online	online	ADV
crl-16603	399	37	at	at	ADP
crl-16603	399	38	www	www	NOUN
crl-16603	399	39	.	.	PUNCT
crl-16603	400	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	PROPN
crl-16603	400	2	[	[	X
crl-16603	400	3	accessed	access	VERB
crl-16603	400	4	26	26	NUM
crl-16603	400	5	february	february	PROPN
crl-16603	400	6	2018	2018	NUM
crl-16603	400	7	]	]	PUNCT
crl-16603	400	8	.	.	PUNCT
crl-16603	401	1	93	93	NUM
crl-16603	401	2	.	.	PUNCT
crl-16603	402	1	neil	neil	PROPN
crl-16603	402	2	richards	richard	NOUN
crl-16603	402	3	,	,	PUNCT
crl-16603	402	4	intellectual	intellectual	ADJ
crl-16603	402	5	privacy	privacy	NOUN
crl-16603	402	6	(	(	PUNCT
crl-16603	402	7	new	new	PROPN
crl-16603	402	8	york	york	PROPN
crl-16603	402	9	,	,	PUNCT
crl-16603	402	10	n.y	n.y	PROPN
crl-16603	402	11	.	.	PROPN
crl-16603	402	12	:	:	PUNCT
crl-16603	402	13	oxford	oxford	PROPN
crl-16603	402	14	university	university	PROPN
crl-16603	402	15	press	press	PROPN
crl-16603	402	16	,	,	PUNCT
crl-16603	402	17	2015	2015	NUM
crl-16603	402	18	)	)	PUNCT
crl-16603	402	19	;	;	PUNCT
crl-16603	402	20	neil	neil	PROPN
crl-16603	402	21	m.	m.	NOUN
crl-16603	402	22	richards	richard	NOUN
crl-16603	402	23	,	,	PUNCT
crl-16603	402	24	“	"	PUNCT
crl-16603	402	25	intellectual	intellectual	ADJ
crl-16603	402	26	privacy	privacy	NOUN
crl-16603	402	27	,	,	PUNCT
crl-16603	402	28	”	"	PUNCT
crl-16603	402	29	texas	texas	PROPN
crl-16603	402	30	law	law	PROPN
crl-16603	402	31	review	review	NOUN
crl-16603	402	32	87	87	NUM
crl-16603	402	33	,	,	PUNCT
crl-16603	402	34	no	no	NOUN
crl-16603	402	35	.	.	NOUN
crl-16603	403	1	2	2	NUM
crl-16603	403	2	.	.	NUM
crl-16603	403	3	94	94	NUM
crl-16603	403	4	.	.	PUNCT
crl-16603	404	1	anna	anna	PROPN
crl-16603	404	2	kruse	kruse	PROPN
crl-16603	404	3	and	and	CCONJ
crl-16603	404	4	rob	rob	PROPN
crl-16603	404	5	pongsajapan	pongsajapan	PROPN
crl-16603	404	6	,	,	PUNCT
crl-16603	404	7	“	"	PUNCT
crl-16603	404	8	student	student	NOUN
crl-16603	404	9	-	-	PUNCT
crl-16603	404	10	centered	center	VERB
crl-16603	404	11	learning	learning	NOUN
crl-16603	404	12	analytics	analytic	NOUN
crl-16603	404	13	,	,	PUNCT
crl-16603	404	14	”	"	PUNCT
crl-16603	404	15	cndls	cndls	PROPN
crl-16603	404	16	thought	think	VERB
crl-16603	404	17	papers	paper	NOUN
crl-16603	404	18	(	(	PUNCT
crl-16603	404	19	2012	2012	NUM
crl-16603	404	20	)	)	PUNCT
crl-16603	404	21	,	,	PUNCT
crl-16603	404	22	available	available	ADJ
crl-16603	404	23	online	online	ADV
crl-16603	404	24	at	at	ADP
crl-16603	404	25	https://cndls.georgetown.edu/m/documents/thoughtpaperkrusepongsajapan.pdf	https://cndls.georgetown.edu/m/documents/thoughtpaperkrusepongsajapan.pdf	NOUN
crl-16603	405	1	[	[	X
crl-16603	405	2	accessed	access	VERB
crl-16603	405	3	26	26	NUM
crl-16603	405	4	february	february	PROPN
crl-16603	405	5	2018	2018	NUM
crl-16603	405	6	]	]	PUNCT
crl-16603	405	7	.	.	PUNCT
crl-16603	406	1	95	95	NUM
crl-16603	406	2	.	.	PUNCT
crl-16603	407	1	d.	d.	PROPN
crl-16603	407	2	knox	knox	PROPN
crl-16603	407	3	,	,	PUNCT
crl-16603	407	4	“	"	PUNCT
crl-16603	407	5	spies	spy	NOUN
crl-16603	407	6	in	in	ADP
crl-16603	407	7	the	the	DET
crl-16603	407	8	house	house	NOUN
crl-16603	407	9	of	of	ADP
crl-16603	407	10	learning	learning	NOUN
crl-16603	407	11	:	:	PUNCT
crl-16603	407	12	a	a	DET
crl-16603	407	13	typology	typology	NOUN
crl-16603	407	14	of	of	ADP
crl-16603	407	15	surveillance	surveillance	NOUN
crl-16603	407	16	in	in	ADP
crl-16603	407	17	online	online	ADJ
crl-16603	407	18	learning	learning	NOUN
crl-16603	407	19	environments	environment	NOUN
crl-16603	407	20	”	"	PUNCT
crl-16603	407	21	(	(	PUNCT
crl-16603	407	22	paper	paper	NOUN
crl-16603	407	23	presented	present	VERB
crl-16603	407	24	at	at	ADP
crl-16603	407	25	edge	edge	NOUN
crl-16603	407	26	2010	2010	NUM
crl-16603	407	27	–	–	PUNCT
crl-16603	407	28	e	e	NOUN
crl-16603	407	29	-	-	NOUN
crl-16603	407	30	learning	learning	NOUN
crl-16603	407	31	:	:	PUNCT
crl-16603	407	32	the	the	DET
crl-16603	407	33	horizon	horizon	NOUN
crl-16603	407	34	and	and	CCONJ
crl-16603	407	35	beyond	beyond	ADP
crl-16603	407	36	conference	conference	NOUN
crl-16603	407	37	,	,	PUNCT
crl-16603	407	38	newfoundland	newfoundland	PROPN
crl-16603	407	39	,	,	PUNCT
crl-16603	407	40	canada	canada	PROPN
crl-16603	407	41	,	,	PUNCT
crl-16603	407	42	2010	2010	NUM
crl-16603	407	43	)	)	PUNCT
crl-16603	407	44	.	.	PUNCT
crl-16603	408	1	96	96	NUM
crl-16603	408	2	.	.	PUNCT
crl-16603	408	3	neil	neil	PROPN
crl-16603	408	4	selwyn	selwyn	PROPN
crl-16603	408	5	,	,	PUNCT
crl-16603	408	6	“	"	PUNCT
crl-16603	408	7	data	data	NOUN
crl-16603	408	8	entry	entry	NOUN
crl-16603	408	9	:	:	PUNCT
crl-16603	408	10	towards	towards	ADP
crl-16603	408	11	the	the	DET
crl-16603	408	12	critical	critical	ADJ
crl-16603	408	13	study	study	NOUN
crl-16603	408	14	of	of	ADP
crl-16603	408	15	digital	digital	ADJ
crl-16603	408	16	data	datum	NOUN
crl-16603	408	17	and	and	CCONJ
crl-16603	408	18	education	education	NOUN
crl-16603	408	19	,	,	PUNCT
crl-16603	408	20	”	"	PUNCT
crl-16603	408	21	learning	learning	NOUN
crl-16603	408	22	,	,	PUNCT
crl-16603	408	23	media	medium	NOUN
crl-16603	408	24	and	and	CCONJ
crl-16603	408	25	technology	technology	NOUN
crl-16603	408	26	40	40	NUM
crl-16603	408	27	,	,	PUNCT
crl-16603	408	28	no	no	INTJ
crl-16603	408	29	.	.	NOUN
crl-16603	408	30	1	1	NUM
crl-16603	408	31	,	,	PUNCT
crl-16603	408	32	doi:10.1080/17439884.2014.921628	doi:10.1080/17439884.2014.921628	PROPN
crl-16603	408	33	.	.	PUNCT
crl-16603	408	34	97	97	NUM
crl-16603	408	35	.	.	PUNCT
crl-16603	409	1	paul	paul	PROPN
crl-16603	409	2	hirschfield	hirschfield	PROPN
crl-16603	409	3	,	,	PUNCT
crl-16603	409	4	“	"	PUNCT
crl-16603	409	5	school	school	NOUN
crl-16603	409	6	surveillance	surveillance	NOUN
crl-16603	409	7	in	in	ADP
crl-16603	409	8	america	america	PROPN
crl-16603	409	9	:	:	PUNCT
crl-16603	409	10	disparate	disparate	PROPN
crl-16603	409	11	and	and	CCONJ
crl-16603	409	12	unequal	unequal	ADJ
crl-16603	409	13	,	,	PUNCT
crl-16603	409	14	”	"	PUNCT
crl-16603	409	15	in	in	ADP
crl-16603	409	16	schools	school	NOUN
crl-16603	409	17	under	under	ADP
crl-16603	409	18	surveillance	surveillance	NOUN
crl-16603	409	19	:	:	PUNCT
crl-16603	409	20	cultures	culture	NOUN
crl-16603	409	21	of	of	ADP
crl-16603	409	22	control	control	NOUN
crl-16603	409	23	in	in	ADP
crl-16603	409	24	public	public	ADJ
crl-16603	409	25	education	education	NOUN
crl-16603	409	26	,	,	PUNCT
crl-16603	409	27	eds	ed	NOUN
crl-16603	409	28	.	.	PUNCT
crl-16603	410	1	torin	torin	PROPN
crl-16603	410	2	monahan	monahan	PROPN
crl-16603	410	3	and	and	CCONJ
crl-16603	410	4	rodolfo	rodolfo	PROPN
crl-16603	410	5	d	d	PROPN
crl-16603	410	6	,	,	PUNCT
crl-16603	410	7	torres	torres	PROPN
crl-16603	410	8	(	(	PUNCT
crl-16603	410	9	piscataway	piscataway	PROPN
crl-16603	410	10	,	,	PUNCT
crl-16603	410	11	n.j	n.j	PROPN
crl-16603	410	12	.	.	PROPN
crl-16603	410	13	:	:	PUNCT
crl-16603	410	14	rutgers	rutger	VERB
crl-16603	410	15	university	university	PROPN
crl-16603	410	16	press	press	NOUN
crl-16603	410	17	,	,	PUNCT
crl-16603	410	18	2009	2009	NUM
crl-16603	410	19	)	)	PUNCT
crl-16603	410	20	.	.	PUNCT
crl-16603	411	1	98	98	NUM
crl-16603	411	2	.	.	PUNCT
crl-16603	411	3	daniel	daniel	PROPN
crl-16603	411	4	j.	j.	PROPN
crl-16603	411	5	solove	solove	PROPN
crl-16603	411	6	,	,	PUNCT
crl-16603	411	7	“	"	PUNCT
crl-16603	411	8	‘	'	PUNCT
crl-16603	411	9	i	i	PRON
crl-16603	411	10	’ve	’ve	AUX
crl-16603	411	11	got	get	VERB
crl-16603	411	12	nothing	nothing	PRON
crl-16603	411	13	to	to	PART
crl-16603	411	14	hide	hide	VERB
crl-16603	411	15	’	'	PUNCT
crl-16603	411	16	and	and	CCONJ
crl-16603	411	17	other	other	ADJ
crl-16603	411	18	misunderstandings	misunderstanding	NOUN
crl-16603	411	19	of	of	ADP
crl-16603	411	20	privacy	privacy	NOUN
crl-16603	411	21	,	,	PUNCT
crl-16603	411	22	”	"	PUNCT
crl-16603	411	23	san	san	PROPN
crl-16603	411	24	diego	diego	PROPN
crl-16603	411	25	law	law	NOUN
crl-16603	411	26	review	review	NOUN
crl-16603	411	27	44	44	NUM
crl-16603	411	28	(	(	PUNCT
crl-16603	411	29	2007	2007	NUM
crl-16603	411	30	)	)	PUNCT
crl-16603	411	31	.	.	PUNCT
crl-16603	412	1	99	99	NUM
crl-16603	412	2	.	.	PUNCT
crl-16603	412	3	american	american	PROPN
crl-16603	412	4	library	library	PROPN
crl-16603	412	5	association	association	PROPN
crl-16603	412	6	,	,	PUNCT
crl-16603	412	7	“	"	PUNCT
crl-16603	412	8	library	library	NOUN
crl-16603	412	9	privacy	privacy	NOUN
crl-16603	412	10	guidelines	guideline	NOUN
crl-16603	412	11	for	for	ADP
crl-16603	412	12	e	e	NOUN
crl-16603	412	13	-	-	NOUN
crl-16603	412	14	book	book	NOUN
crl-16603	412	15	lending	lending	NOUN
crl-16603	412	16	and	and	CCONJ
crl-16603	412	17	digital	digital	ADJ
crl-16603	412	18	content	content	NOUN
crl-16603	412	19	vendors	vendor	NOUN
crl-16603	412	20	”	"	PUNCT
crl-16603	412	21	(	(	PUNCT
crl-16603	412	22	2015	2015	NUM
crl-16603	412	23	):	):	PUNCT
crl-16603	412	24	para	para	PROPN
crl-16603	412	25	.	.	PUNCT
crl-16603	413	1	2	2	NUM
crl-16603	413	2	,	,	PUNCT
crl-16603	413	3	available	available	ADJ
crl-16603	413	4	online	online	ADV
crl-16603	413	5	at	at	ADP
crl-16603	413	6	http://www.ala.org/advocacy/privacy/	http://www.ala.org/advocacy/privacy/	PROPN
crl-16603	413	7	guidelines	guideline	NOUN
crl-16603	413	8	/	/	SYM
crl-16603	413	9	ebook	ebook	NOUN
crl-16603	413	10	-	-	PUNCT
crl-16603	413	11	digital	digital	NOUN
crl-16603	413	12	-	-	PUNCT
crl-16603	413	13	content	content	NOUN
crl-16603	413	14	[	[	X
crl-16603	413	15	accessed	access	VERB
crl-16603	413	16	26	26	NUM
crl-16603	413	17	february	february	PROPN
crl-16603	413	18	2018	2018	NUM
crl-16603	413	19	]	]	PUNCT
crl-16603	413	20	.	.	PUNCT
crl-16603	414	1	100	100	NUM
crl-16603	414	2	.	.	PUNCT
crl-16603	414	3	alan	alan	PROPN
crl-16603	414	4	rubel	rubel	PROPN
crl-16603	414	5	,	,	PUNCT
crl-16603	414	6	“	"	PUNCT
crl-16603	414	7	libraries	library	NOUN
crl-16603	414	8	,	,	PUNCT
crl-16603	414	9	electronic	electronic	ADJ
crl-16603	414	10	resources	resource	NOUN
crl-16603	414	11	,	,	PUNCT
crl-16603	414	12	and	and	CCONJ
crl-16603	414	13	privacy	privacy	NOUN
crl-16603	414	14	:	:	PUNCT
crl-16603	414	15	the	the	DET
crl-16603	414	16	case	case	NOUN
crl-16603	414	17	for	for	ADP
crl-16603	414	18	positive	positive	ADJ
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crl-16603	414	22	”	"	PUNCT
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crl-16603	414	24	quarterly	quarterly	PROPN
crl-16603	414	25	84	84	NUM
crl-16603	414	26	,	,	PUNCT
crl-16603	414	27	no	no	INTJ
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crl-16603	414	30	:	:	SYM
crl-16603	414	31	184	184	NUM
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crl-16603	414	34	online	online	ADV
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crl-16603	414	36	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	414	37	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	414	38	https://doi.org/10.1111/bjet.12152	https://doi.org/10.1111/bjet.12152	SPACE
crl-16603	414	39	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	414	40	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	415	1	http://asilomar-highered.info	http://asilomar-highered.info	PROPN
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crl-16603	415	3	https://sites.stanford.edu/asilomar/	https://sites.stanford.edu/asilomar/	PROPN
crl-16603	415	4	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	415	5	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	415	6	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
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crl-16603	415	8	http://www.ifla.org/files/assets/faife/publications/sturges/information-ethics.pdf	http://www.ifla.org/files/assets/faife/publications/sturges/information-ethics.pdf	NOUN
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crl-16603	415	10	https://doi.org/10.1086/506576	https://doi.org/10.1086/506576	SPACE
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crl-16603	415	14	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	415	15	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	415	16	https://cndls.georgetown.edu/m/documents/thoughtpaper-krusepongsajapan.pdf	https://cndls.georgetown.edu/m/documents/thoughtpaper-krusepongsajapan.pdf	NOUN
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crl-16603	415	19	http://www.ala.org/advocacy/privacy/guidelines/ebook-digital-content	http://www.ala.org/advocacy/privacy/guidelines/ebook-digital-content	NUM
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crl-16603	415	22	learning	learn	VERB
crl-16603	415	23	analytics	analytic	NOUN
crl-16603	415	24	and	and	CCONJ
crl-16603	415	25	the	the	DET
crl-16603	415	26	academic	academic	ADJ
crl-16603	415	27	library	library	NOUN
crl-16603	415	28	323	323	NUM
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crl-16603	415	31	accessed	access	VERB
crl-16603	415	32	26	26	NUM
crl-16603	415	33	february	february	PROPN
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crl-16603	416	2	.	.	PUNCT
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crl-16603	417	3	,	,	PUNCT
crl-16603	417	4	“	"	PUNCT
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crl-16603	417	7	school	school	NOUN
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crl-16603	417	9	crosses	cross	VERB
crl-16603	417	10	the	the	DET
crl-16603	417	11	‘	'	PUNCT
crl-16603	417	12	evil	evil	ADJ
crl-16603	417	13	’	'	PUNCT
crl-16603	417	14	academic	academic	ADJ
crl-16603	417	15	line	line	NOUN
crl-16603	417	16	,	,	PUNCT
crl-16603	417	17	”	"	PUNCT
crl-16603	417	18	digitopoly	digitopoly	NOUN
crl-16603	417	19	(	(	PUNCT
crl-16603	417	20	oct	oct	PROPN
crl-16603	417	21	.	.	PROPN
crl-16603	417	22	6	6	NUM
crl-16603	417	23	,	,	PUNCT
crl-16603	417	24	2013	2013	NUM
crl-16603	417	25	)	)	PUNCT
crl-16603	417	26	,	,	PUNCT
crl-16603	417	27	available	available	ADJ
crl-16603	417	28	online	online	ADV
crl-16603	417	29	at	at	ADP
crl-16603	417	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/	PUNCT
crl-16603	418	1	[	[	X
crl-16603	418	2	accessed	access	VERB
crl-16603	418	3	26	26	NUM
crl-16603	418	4	february	february	NOUN
crl-16603	418	5	2018	2018	NUM
crl-16603	418	6	]	]	PUNCT
crl-16603	418	7	;	;	PUNCT
crl-16603	418	8	reference	reference	NOUN
crl-16603	418	9	and	and	CCONJ
crl-16603	418	10	user	user	NOUN
crl-16603	418	11	services	service	NOUN
crl-16603	418	12	association	association	PROPN
crl-16603	418	13	,	,	PUNCT
crl-16603	418	14	“	"	PUNCT
crl-16603	418	15	rusa	rusa	NOUN
crl-16603	418	16	/	/	SYM
crl-16603	418	17	brass	brass	NOUN
crl-16603	418	18	statement	statement	NOUN
crl-16603	418	19	on	on	ADP
crl-16603	418	20	harvard	harvard	PROPN
crl-16603	418	21	business	business	NOUN
crl-16603	418	22	review	review	NOUN
crl-16603	418	23	pricing	pricing	NOUN
crl-16603	418	24	and	and	CCONJ
crl-16603	418	25	access	access	NOUN
crl-16603	418	26	”	"	PUNCT
crl-16603	418	27	(	(	PUNCT
crl-16603	418	28	2013	2013	NUM
crl-16603	418	29	)	)	PUNCT
crl-16603	418	30	,	,	PUNCT
crl-16603	418	31	available	available	ADJ
crl-16603	418	32	online	online	ADV
crl-16603	418	33	at	at	ADP
crl-16603	418	34	www.ala.org/rusa/sections/brass/publications/statement_hbr	www.ala.org/rusa/sections/brass/publications/statement_hbr	PROPN
crl-16603	418	35	[	[	X
crl-16603	418	36	accessed	access	VERB
crl-16603	418	37	26	26	NUM
crl-16603	418	38	february	february	PROPN
crl-16603	418	39	2018	2018	NUM
crl-16603	418	40	]	]	PUNCT
crl-16603	418	41	.	.	PUNCT
crl-16603	419	1	102	102	NUM
crl-16603	419	2	.	.	PUNCT
crl-16603	420	1	april	april	PROPN
crl-16603	420	2	d.	d.	PROPN
crl-16603	420	3	lambert	lambert	PROPN
crl-16603	420	4	,	,	PUNCT
crl-16603	420	5	michelle	michelle	PROPN
crl-16603	420	6	parker	parker	PROPN
crl-16603	420	7	,	,	PUNCT
crl-16603	420	8	and	and	CCONJ
crl-16603	420	9	masooda	masooda	PROPN
crl-16603	420	10	bashir	bashir	PROPN
crl-16603	420	11	,	,	PUNCT
crl-16603	420	12	“	"	PUNCT
crl-16603	420	13	library	library	NOUN
crl-16603	420	14	patron	patron	NOUN
crl-16603	420	15	privacy	privacy	NOUN
crl-16603	420	16	in	in	ADP
crl-16603	420	17	jeopardy	jeopardy	NOUN
crl-16603	420	18	:	:	PUNCT
crl-16603	420	19	an	an	DET
crl-16603	420	20	analysis	analysis	NOUN
crl-16603	420	21	of	of	ADP
crl-16603	420	22	the	the	DET
crl-16603	420	23	privacy	privacy	NOUN
crl-16603	420	24	policies	policy	NOUN
crl-16603	420	25	of	of	ADP
crl-16603	420	26	digital	digital	ADJ
crl-16603	420	27	content	content	NOUN
crl-16603	420	28	vendors	vendor	NOUN
crl-16603	420	29	”	"	PUNCT
crl-16603	420	30	(	(	PUNCT
crl-16603	420	31	paper	paper	NOUN
crl-16603	420	32	presented	present	VERB
crl-16603	420	33	at	at	ADP
crl-16603	420	34	the	the	DET
crl-16603	420	35	annual	annual	ADJ
crl-16603	420	36	meeting	meeting	NOUN
crl-16603	420	37	of	of	ADP
crl-16603	420	38	the	the	DET
crl-16603	420	39	association	association	NOUN
crl-16603	420	40	for	for	ADP
crl-16603	420	41	information	information	NOUN
crl-16603	420	42	science	science	NOUN
crl-16603	420	43	and	and	CCONJ
crl-16603	420	44	technology	technology	NOUN
crl-16603	420	45	,	,	PUNCT
crl-16603	420	46	2015	2015	NUM
crl-16603	420	47	)	)	PUNCT
crl-16603	420	48	.	.	PUNCT
crl-16603	421	1	103	103	NUM
crl-16603	421	2	.	.	X
crl-16603	422	1	rubel	rubel	PROPN
crl-16603	422	2	and	and	CCONJ
crl-16603	422	3	zhang	zhang	PROPN
crl-16603	422	4	,	,	PUNCT
crl-16603	422	5	“	"	PUNCT
crl-16603	422	6	four	four	NUM
crl-16603	422	7	facets	facet	NOUN
crl-16603	422	8	of	of	ADP
crl-16603	422	9	privacy	privacy	NOUN
crl-16603	422	10	.	.	PUNCT
crl-16603	422	11	”	"	PUNCT
crl-16603	423	1	104	104	NUM
crl-16603	423	2	.	.	PUNCT
crl-16603	424	1	michael	michael	PROPN
crl-16603	424	2	zimmer	zimmer	PROPN
crl-16603	424	3	,	,	PUNCT
crl-16603	424	4	“	"	PUNCT
crl-16603	424	5	patron	patron	NOUN
crl-16603	424	6	privacy	privacy	NOUN
crl-16603	424	7	in	in	ADP
crl-16603	424	8	the	the	DET
crl-16603	424	9	‘	'	PUNCT
crl-16603	424	10	2.0	2.0	NUM
crl-16603	424	11	’	'	PUNCT
crl-16603	424	12	era	era	NOUN
crl-16603	424	13	:	:	PUNCT
crl-16603	424	14	avoiding	avoid	VERB
crl-16603	424	15	the	the	DET
crl-16603	424	16	faustian	faustian	ADJ
crl-16603	424	17	bargain	bargain	NOUN
crl-16603	424	18	of	of	ADP
crl-16603	424	19	library	library	NOUN
crl-16603	424	20	2.0	2.0	NUM
crl-16603	424	21	,	,	PUNCT
crl-16603	424	22	”	"	PUNCT
crl-16603	424	23	journal	journal	NOUN
crl-16603	424	24	of	of	ADP
crl-16603	424	25	information	information	NOUN
crl-16603	424	26	ethics	ethic	NOUN
crl-16603	424	27	22	22	NUM
crl-16603	424	28	,	,	PUNCT
crl-16603	424	29	no	no	INTJ
crl-16603	424	30	.	.	NOUN
crl-16603	424	31	1	1	NUM
crl-16603	424	32	,	,	PUNCT
crl-16603	424	33	doi:10.3172	doi:10.3172	PROPN
crl-16603	424	34	/	/	SYM
crl-16603	424	35	jie.22.1.44	jie.22.1.44	PROPN
crl-16603	424	36	.	.	PUNCT
crl-16603	425	1	105	105	NUM
crl-16603	425	2	.	.	PUNCT
crl-16603	426	1	david	david	PROPN
crl-16603	426	2	w.	w.	PROPN
crl-16603	426	3	leebron	leebron	PROPN
crl-16603	426	4	,	,	PUNCT
crl-16603	426	5	“	"	PUNCT
crl-16603	426	6	a	a	DET
crl-16603	426	7	look	look	NOUN
crl-16603	426	8	at	at	ADP
crl-16603	426	9	the	the	DET
crl-16603	426	10	competitiveness	competitiveness	NOUN
crl-16603	426	11	of	of	ADP
crl-16603	426	12	higher	high	ADJ
crl-16603	426	13	education	education	NOUN
crl-16603	426	14	,	,	PUNCT
crl-16603	426	15	”	"	PUNCT
crl-16603	426	16	the	the	DET
crl-16603	426	17	hill	hill	PROPN
crl-16603	426	18	(	(	PUNCT
crl-16603	426	19	june	june	PROPN
crl-16603	426	20	20	20	NUM
crl-16603	426	21	,	,	PUNCT
crl-16603	426	22	2014	2014	NUM
crl-16603	426	23	)	)	PUNCT
crl-16603	426	24	,	,	PUNCT
crl-16603	426	25	available	available	ADJ
crl-16603	426	26	online	online	ADV
crl-16603	426	27	at	at	ADP
crl-16603	426	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	427	1	[	[	X
crl-16603	427	2	accessed	access	VERB
crl-16603	427	3	26	26	NUM
crl-16603	427	4	february	february	PROPN
crl-16603	427	5	2018	2018	NUM
crl-16603	427	6	]	]	PUNCT
crl-16603	427	7	.	.	PUNCT
crl-16603	428	1	106	106	NUM
crl-16603	428	2	.	.	PUNCT
crl-16603	429	1	human	human	ADJ
crl-16603	429	2	values	value	NOUN
crl-16603	429	3	and	and	CCONJ
crl-16603	429	4	the	the	DET
crl-16603	429	5	design	design	NOUN
crl-16603	429	6	of	of	ADP
crl-16603	429	7	computer	computer	NOUN
crl-16603	429	8	technology	technology	NOUN
crl-16603	429	9	,	,	PUNCT
crl-16603	429	10	ed	ed	NOUN
crl-16603	429	11	.	.	PROPN
crl-16603	430	1	batya	batya	NOUN
crl-16603	430	2	friedman	friedman	PROPN
crl-16603	430	3	(	(	PUNCT
crl-16603	430	4	chicago	chicago	PROPN
crl-16603	430	5	,	,	PUNCT
crl-16603	430	6	ill	ill	PROPN
crl-16603	430	7	.	.	PUNCT
crl-16603	430	8	:	:	PUNCT
crl-16603	431	1	university	university	PROPN
crl-16603	431	2	of	of	ADP
crl-16603	431	3	chicago	chicago	PROPN
crl-16603	431	4	press	press	PROPN
crl-16603	431	5	,	,	PUNCT
crl-16603	431	6	1997	1997	NUM
crl-16603	431	7	)	)	PUNCT
crl-16603	431	8	;	;	PUNCT
crl-16603	431	9	langdon	langdon	PROPN
crl-16603	431	10	winner	winner	PROPN
crl-16603	431	11	,	,	PUNCT
crl-16603	431	12	“	"	PUNCT
crl-16603	431	13	do	do	AUX
crl-16603	431	14	artifacts	artifact	NOUN
crl-16603	431	15	have	have	VERB
crl-16603	431	16	politics	politic	NOUN
crl-16603	431	17	?	?	PUNCT
crl-16603	431	18	”	"	PUNCT
crl-16603	432	1	daedalus	daedalus	ADJ
crl-16603	432	2	109	109	NUM
crl-16603	432	3	,	,	PUNCT
crl-16603	432	4	no	no	INTJ
crl-16603	432	5	.	.	NOUN
crl-16603	432	6	1	1	NUM
crl-16603	432	7	,	,	PUNCT
crl-16603	432	8	available	available	ADJ
crl-16603	432	9	online	online	ADV
crl-16603	432	10	at	at	ADP
crl-16603	432	11	www.jstor.org/stable/20024652	www.jstor.org/stable/20024652	PROPN
crl-16603	432	12	[	[	X
crl-16603	432	13	accessed	access	VERB
crl-16603	432	14	26	26	NUM
crl-16603	432	15	february	february	PROPN
crl-16603	432	16	2018	2018	NUM
crl-16603	432	17	]	]	PUNCT
crl-16603	432	18	.	.	PUNCT
crl-16603	433	1	107	107	NUM
crl-16603	433	2	.	.	PUNCT
crl-16603	434	1	national	national	ADJ
crl-16603	434	2	information	information	NOUN
crl-16603	434	3	standards	standard	NOUN
crl-16603	434	4	organization	organization	NOUN
crl-16603	434	5	,	,	PUNCT
crl-16603	434	6	“	"	PUNCT
crl-16603	434	7	niso	niso	VERB
crl-16603	434	8	consensus	consensus	NOUN
crl-16603	434	9	principles	principle	NOUN
crl-16603	434	10	on	on	ADP
crl-16603	434	11	user	user	NOUN
crl-16603	434	12	’s	’s	PART
crl-16603	434	13	digital	digital	ADJ
crl-16603	434	14	privacy	privacy	NOUN
crl-16603	434	15	in	in	ADP
crl-16603	434	16	library	library	PROPN
crl-16603	434	17	,	,	PUNCT
crl-16603	434	18	publisher	publisher	NOUN
crl-16603	434	19	,	,	PUNCT
crl-16603	434	20	and	and	CCONJ
crl-16603	434	21	software	software	NOUN
crl-16603	434	22	-	-	PUNCT
crl-16603	434	23	provider	provider	NOUN
crl-16603	434	24	systems	system	NOUN
crl-16603	434	25	”	"	PUNCT
crl-16603	434	26	(	(	PUNCT
crl-16603	434	27	2015	2015	NUM
crl-16603	434	28	)	)	PUNCT
crl-16603	434	29	,	,	PUNCT
crl-16603	434	30	available	available	ADJ
crl-16603	434	31	online	online	ADV
crl-16603	434	32	at	at	ADP
crl-16603	434	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	434	34	[	[	X
crl-16603	434	35	accessed	access	VERB
crl-16603	434	36	26	26	NUM
crl-16603	434	37	february	february	PROPN
crl-16603	434	38	2018	2018	NUM
crl-16603	434	39	]	]	PUNCT
crl-16603	434	40	;	;	PUNCT
crl-16603	434	41	andrew	andrew	PROPN
crl-16603	434	42	asher	asher	PROPN
crl-16603	434	43	and	and	CCONJ
crl-16603	434	44	lisa	lisa	PROPN
crl-16603	434	45	hinchliffe	hinchliffe	PROPN
crl-16603	434	46	,	,	PUNCT
crl-16603	434	47	“	"	PUNCT
crl-16603	434	48	all	all	DET
crl-16603	434	49	the	the	DET
crl-16603	434	50	data	data	NOUN
crl-16603	434	51	:	:	PUNCT
crl-16603	434	52	privacy	privacy	NOUN
crl-16603	434	53	,	,	PUNCT
crl-16603	434	54	service	service	NOUN
crl-16603	434	55	quality	quality	NOUN
crl-16603	434	56	,	,	PUNCT
crl-16603	434	57	and	and	CCONJ
crl-16603	434	58	analytics	analytic	NOUN
crl-16603	434	59	”	"	PUNCT
crl-16603	434	60	(	(	PUNCT
crl-16603	434	61	paper	paper	NOUN
crl-16603	434	62	presented	present	VERB
crl-16603	434	63	at	at	ADP
crl-16603	434	64	the	the	DET
crl-16603	434	65	annual	annual	ADJ
crl-16603	434	66	meeting	meeting	NOUN
crl-16603	434	67	of	of	ADP
crl-16603	434	68	the	the	DET
crl-16603	434	69	american	american	PROPN
crl-16603	434	70	library	library	PROPN
crl-16603	434	71	association	association	PROPN
crl-16603	434	72	,	,	PUNCT
crl-16603	434	73	san	san	PROPN
crl-16603	434	74	francisco	francisco	PROPN
crl-16603	434	75	,	,	PUNCT
crl-16603	434	76	calif	calif	PROPN
crl-16603	434	77	.	.	PROPN
crl-16603	434	78	,	,	PUNCT
crl-16603	434	79	2015	2015	NUM
crl-16603	434	80	)	)	PUNCT
crl-16603	434	81	,	,	PUNCT
crl-16603	434	82	available	available	ADJ
crl-16603	434	83	online	online	ADV
crl-16603	434	84	at	at	ADP
crl-16603	434	85	http://alaac15.ala.org/m/node/28724	http://alaac15.ala.org/m/node/28724	NOUN
crl-16603	435	1	[	[	X
crl-16603	435	2	accessed	access	VERB
crl-16603	435	3	7	7	NUM
crl-16603	435	4	march	march	NOUN
crl-16603	435	5	2018	2018	NUM
crl-16603	435	6	]	]	PUNCT
crl-16603	435	7	.	.	PUNCT
crl-16603	436	1	108	108	NUM
crl-16603	436	2	.	.	PUNCT
crl-16603	437	1	mcmenemy	mcmenemy	PROPN
crl-16603	437	2	,	,	PUNCT
crl-16603	437	3	“	"	PUNCT
crl-16603	437	4	rights	right	NOUN
crl-16603	437	5	to	to	ADP
crl-16603	437	6	privacy	privacy	NOUN
crl-16603	437	7	.	.	PUNCT
crl-16603	437	8	”	"	PUNCT
crl-16603	438	1	109	109	NUM
crl-16603	438	2	.	.	PUNCT
crl-16603	439	1	michael	michael	PROPN
crl-16603	439	2	khoo	khoo	PROPN
crl-16603	439	3	,	,	PUNCT
crl-16603	439	4	lily	lily	ADJ
crl-16603	439	5	rozaklis	rozakli	NOUN
crl-16603	439	6	,	,	PUNCT
crl-16603	439	7	and	and	CCONJ
crl-16603	439	8	catherine	catherine	PROPN
crl-16603	439	9	hall	hall	PROPN
crl-16603	439	10	,	,	PUNCT
crl-16603	439	11	“	"	PUNCT
crl-16603	439	12	a	a	DET
crl-16603	439	13	survey	survey	NOUN
crl-16603	439	14	of	of	ADP
crl-16603	439	15	the	the	DET
crl-16603	439	16	use	use	NOUN
crl-16603	439	17	of	of	ADP
crl-16603	439	18	ethnographic	ethnographic	ADJ
crl-16603	439	19	methods	method	NOUN
crl-16603	439	20	in	in	ADP
crl-16603	439	21	the	the	DET
crl-16603	439	22	study	study	NOUN
crl-16603	439	23	of	of	ADP
crl-16603	439	24	libraries	library	NOUN
crl-16603	439	25	and	and	CCONJ
crl-16603	439	26	library	library	NOUN
crl-16603	439	27	users	user	NOUN
crl-16603	439	28	,	,	PUNCT
crl-16603	439	29	”	"	PUNCT
crl-16603	439	30	library	library	PROPN
crl-16603	439	31	&	&	CCONJ
crl-16603	439	32	information	information	PROPN
crl-16603	439	33	science	science	PROPN
crl-16603	439	34	research	research	NOUN
crl-16603	439	35	34	34	NUM
crl-16603	439	36	,	,	PUNCT
crl-16603	439	37	no	no	NOUN
crl-16603	439	38	.	.	NOUN
crl-16603	439	39	2	2	NUM
crl-16603	439	40	,	,	PUNCT
crl-16603	439	41	doi:10.1016	doi:10.1016	PROPN
crl-16603	439	42	/	/	SYM
crl-16603	439	43	j.lisr.2011.07.010	j.lisr.2011.07.010	PROPN
crl-16603	439	44	.	.	PROPN
crl-16603	440	1	110	110	NUM
crl-16603	440	2	.	.	PUNCT
crl-16603	441	1	douglas	douglas	PROPN
crl-16603	441	2	blair	blair	PROPN
crl-16603	441	3	et	et	PROPN
crl-16603	441	4	al	al	PROPN
crl-16603	441	5	.	.	PROPN
crl-16603	441	6	,	,	PUNCT
crl-16603	441	7	“	"	PUNCT
crl-16603	441	8	the	the	DET
crl-16603	441	9	compelling	compelling	ADJ
crl-16603	441	10	case	case	NOUN
crl-16603	441	11	for	for	ADP
crl-16603	441	12	data	data	NOUN
crl-16603	441	13	governance	governance	NOUN
crl-16603	441	14	”	"	PUNCT
crl-16603	441	15	(	(	PUNCT
crl-16603	441	16	2015	2015	NUM
crl-16603	441	17	)	)	PUNCT
crl-16603	441	18	,	,	PUNCT
crl-16603	441	19	available	available	ADJ
crl-16603	441	20	online	online	ADV
crl-16603	441	21	at	at	ADP
crl-16603	441	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	441	23	[	[	X
crl-16603	441	24	accessed	access	VERB
crl-16603	441	25	26	26	NUM
crl-16603	441	26	february	february	PROPN
crl-16603	441	27	2018	2018	NUM
crl-16603	441	28	]	]	PUNCT
crl-16603	441	29	.	.	PUNCT
crl-16603	442	1	111	111	NUM
crl-16603	442	2	.	.	PUNCT
crl-16603	442	3	sheila	sheila	PROPN
crl-16603	442	4	corrall	corrall	PROPN
crl-16603	442	5	,	,	PUNCT
crl-16603	442	6	mary	mary	PROPN
crl-16603	442	7	anne	anne	PROPN
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crl-16603	444	19	1976	1976	NUM
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crl-16603	444	24	overman	overman	PROPN
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crl-16603	444	26	anthony	anthony	PROPN
crl-16603	444	27	g.	g.	PROPN
crl-16603	444	28	cahill	cahill	PROPN
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crl-16603	444	30	“	"	PUNCT
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crl-16603	444	32	policy	policy	NOUN
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crl-16603	444	35	study	study	NOUN
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crl-16603	444	39	the	the	DET
crl-16603	444	40	policy	policy	NOUN
crl-16603	444	41	process	process	NOUN
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crl-16603	444	43	”	"	PUNCT
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crl-16603	444	48	,	,	PUNCT
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crl-16603	444	52	:	:	SYM
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crl-16603	444	54	,	,	PUNCT
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crl-16603	444	60	.	.	PUNCT
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crl-16603	445	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
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crl-16603	445	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	445	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
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crl-16603	445	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
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